warning: commands will be executed using /bin/sh
job 1537 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 1630476 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 543492 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 28636 members 
Mstep: Class 3 contains 28572 members 
Mstep: Class 4 contains 28422 members 
Mstep: Class 5 contains 28617 members 
Mstep: Class 6 contains 28788 members 
Mstep: Class 7 contains 28354 members 
Mstep: Class 8 contains 28636 members 
Mstep: Class 9 contains 28490 members 
Mstep: Class 10 contains 28634 members 
Mstep: Class 11 contains 28568 members 
Mstep: Class 12 contains 28463 members 
Mstep: Class 13 contains 28622 members 
Mstep: Class 14 contains 28711 members 
Mstep: Class 15 contains 28835 members 
Mstep: Class 16 contains 28505 members 
Mstep: Class 17 contains 28653 members 
Mstep: Class 18 contains 28529 members 
Mstep: Class 19 contains 28509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 160.898193 but Gain 2145.937500
Score: -46398464.000000 Penalty: 38626.878906
Iteration 0F: 19 clusters Score -4.639846e+07 nChanged 512516
Entering Unmasked Mstep 
Mstep: Class 0 contains 958 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 10648 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 23227 members 
Mstep: Class 5 contains 33371 members 
Mstep: Class 6 contains 8589 members 
Mstep: Class 7 contains 10411 members 
Mstep: Class 8 contains 13193 members 
Mstep: Class 10 contains 15053 members 
Mstep: Class 11 contains 7642 members 
Mstep: Class 12 contains 13917 members 
Mstep: Class 13 contains 244796 members 
Mstep: Class 14 contains 43716 members 
Mstep: Class 15 contains 4882 members 
Mstep: Class 16 contains 19530 members 
Mstep: Class 17 contains 31601 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 22964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48441844.000000 Penalty: 38626.878906
Iteration 1F: 19 clusters Score -4.844184e+07 nChanged 187388
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 7161 members 
Mstep: Class 4 contains 24917 members 
Mstep: Class 5 contains 28681 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 9227 members 
Mstep: Class 10 contains 14243 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 15223 members 
Mstep: Class 13 contains 241132 members 
Mstep: Class 14 contains 38927 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 17761 members 
Mstep: Class 17 contains 53465 members 
Mstep: Class 18 contains 8428 members 
Mstep: Class 19 contains 19599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48792196.000000 Penalty: 38626.878906
Iteration 2F: 19 clusters Score -4.87922e+07 nChanged 118324
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 12271 members 
Mstep: Class 3 contains 6798 members 
Mstep: Class 4 contains 30953 members 
Mstep: Class 5 contains 25717 members 
Mstep: Class 6 contains 5666 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 18137 members 
Mstep: Class 13 contains 209518 members 
Mstep: Class 14 contains 39641 members 
Mstep: Class 15 contains 8005 members 
Mstep: Class 16 contains 15435 members 
Mstep: Class 17 contains 66468 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 19 contains 16512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49028552.000000 Penalty: 38626.878906
Iteration 3F: 19 clusters Score -4.902855e+07 nChanged 90380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 12020 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 38466 members 
Mstep: Class 5 contains 22245 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 14680 members 
Mstep: Class 10 contains 14657 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 21071 members 
Mstep: Class 13 contains 197344 members 
Mstep: Class 14 contains 38370 members 
Mstep: Class 15 contains 13919 members 
Mstep: Class 16 contains 12479 members 
Mstep: Class 17 contains 61973 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 15458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49185236.000000 Penalty: 38626.878906
Iteration 4F: 19 clusters Score -4.918524e+07 nChanged 71407
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 43434 members 
Mstep: Class 5 contains 18881 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 7396 members 
Mstep: Class 8 contains 19959 members 
Mstep: Class 10 contains 13862 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 24665 members 
Mstep: Class 13 contains 190954 members 
Mstep: Class 14 contains 34571 members 
Mstep: Class 15 contains 19000 members 
Mstep: Class 16 contains 10922 members 
Mstep: Class 17 contains 60750 members 
Mstep: Class 18 contains 6684 members 
Mstep: Class 19 contains 15791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49295660.000000 Penalty: 38626.878906
Iteration 5F: 19 clusters Score -4.929566e+07 nChanged 56289
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 5466 members 
Mstep: Class 4 contains 42853 members 
Mstep: Class 5 contains 16103 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 7 contains 7642 members 
Mstep: Class 8 contains 23977 members 
Mstep: Class 10 contains 12976 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 185880 members 
Mstep: Class 14 contains 31500 members 
Mstep: Class 15 contains 21482 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 17 contains 60229 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 17161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49378816.000000 Penalty: 38626.878906
Iteration 6F: 19 clusters Score -4.937882e+07 nChanged 45576
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 4770 members 
Mstep: Class 4 contains 39415 members 
Mstep: Class 5 contains 14086 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 7628 members 
Mstep: Class 8 contains 26805 members 
Mstep: Class 10 contains 12247 members 
Mstep: Class 11 contains 5840 members 
Mstep: Class 12 contains 32091 members 
Mstep: Class 13 contains 181976 members 
Mstep: Class 14 contains 29693 members 
Mstep: Class 15 contains 22543 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 59034 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 19516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49439476.000000 Penalty: 38626.878906
Iteration 7F: 19 clusters Score -4.943948e+07 nChanged 36080
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 11510 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 36380 members 
Mstep: Class 5 contains 12837 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 7 contains 7448 members 
Mstep: Class 8 contains 28817 members 
Mstep: Class 10 contains 11698 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 34830 members 
Mstep: Class 13 contains 179727 members 
Mstep: Class 14 contains 28549 members 
Mstep: Class 15 contains 23124 members 
Mstep: Class 16 contains 13400 members 
Mstep: Class 17 contains 57130 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 23164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1826.596436 but Gain 2145.937500
Score: -49482076.000000 Penalty: 36480.941406
Iteration 8F: 18 clusters Score -4.948208e+07 nChanged 30812
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 3508 members 
Mstep: Class 4 contains 34333 members 
Mstep: Class 5 contains 11819 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 30491 members 
Mstep: Class 10 contains 11203 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 37301 members 
Mstep: Class 13 contains 178069 members 
Mstep: Class 14 contains 27584 members 
Mstep: Class 15 contains 23863 members 
Mstep: Class 16 contains 14281 members 
Mstep: Class 17 contains 54613 members 
Mstep: Class 19 contains 28128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49513956.000000 Penalty: 36480.941406
Iteration 9F: 18 clusters Score -4.951396e+07 nChanged 26006
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 32691 members 
Mstep: Class 5 contains 11128 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 7335 members 
Mstep: Class 8 contains 31906 members 
Mstep: Class 10 contains 10817 members 
Mstep: Class 11 contains 7219 members 
Mstep: Class 12 contains 38656 members 
Mstep: Class 13 contains 175890 members 
Mstep: Class 14 contains 26392 members 
Mstep: Class 15 contains 24955 members 
Mstep: Class 16 contains 14961 members 
Mstep: Class 17 contains 51352 members 
Mstep: Class 19 contains 33996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49541348.000000 Penalty: 36480.941406
Iteration 10Q: 18 clusters Score -4.954135e+07 nChanged 23874
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 2715 members 
Mstep: Class 4 contains 31373 members 
Mstep: Class 5 contains 10695 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 7390 members 
Mstep: Class 8 contains 33118 members 
Mstep: Class 10 contains 10575 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 174122 members 
Mstep: Class 14 contains 24927 members 
Mstep: Class 15 contains 26419 members 
Mstep: Class 16 contains 15522 members 
Mstep: Class 17 contains 48236 members 
Mstep: Class 19 contains 40388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49574312.000000 Penalty: 36480.941406
Iteration 11Q: 18 clusters Score -4.957431e+07 nChanged 29852
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 11175 members 
Mstep: Class 3 contains 2383 members 
Mstep: Class 4 contains 29941 members 
Mstep: Class 5 contains 10392 members 
Mstep: Class 6 contains 6705 members 
Mstep: Class 7 contains 7496 members 
Mstep: Class 8 contains 34269 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 38711 members 
Mstep: Class 13 contains 169970 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 27914 members 
Mstep: Class 16 contains 16000 members 
Mstep: Class 17 contains 43940 members 
Mstep: Class 19 contains 54023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49605320.000000 Penalty: 36480.941406
Iteration 12F: 18 clusters Score -4.960532e+07 nChanged 32716
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 11052 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 27917 members 
Mstep: Class 5 contains 10211 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 7580 members 
Mstep: Class 8 contains 35891 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 6685 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 166318 members 
Mstep: Class 14 contains 20626 members 
Mstep: Class 15 contains 29367 members 
Mstep: Class 16 contains 16446 members 
Mstep: Class 17 contains 42626 members 
Mstep: Class 19 contains 64839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49616104.000000 Penalty: 36480.941406
Iteration 13F: 18 clusters Score -4.96161e+07 nChanged 27211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 10927 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 25971 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 8 contains 37969 members 
Mstep: Class 10 contains 10141 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 37849 members 
Mstep: Class 13 contains 162184 members 
Mstep: Class 14 contains 18653 members 
Mstep: Class 15 contains 30591 members 
Mstep: Class 16 contains 16803 members 
Mstep: Class 17 contains 44945 members 
Mstep: Class 19 contains 67623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49601924.000000 Penalty: 36480.941406
Iteration 14F: 18 clusters Score -4.960192e+07 nChanged 24762
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 10827 members 
Mstep: Class 3 contains 1571 members 
Mstep: Class 4 contains 25017 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 6 contains 6694 members 
Mstep: Class 7 contains 7817 members 
Mstep: Class 8 contains 40437 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 5914 members 
Mstep: Class 12 contains 37776 members 
Mstep: Class 13 contains 155815 members 
Mstep: Class 14 contains 16944 members 
Mstep: Class 15 contains 31807 members 
Mstep: Class 16 contains 17133 members 
Mstep: Class 17 contains 47426 members 
Mstep: Class 19 contains 68984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49563328.000000 Penalty: 36480.941406
Iteration 15Q: 18 clusters Score -4.956333e+07 nChanged 25900
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 25345 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 6688 members 
Mstep: Class 7 contains 7813 members 
Mstep: Class 8 contains 42656 members 
Mstep: Class 10 contains 10581 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 37697 members 
Mstep: Class 13 contains 144542 members 
Mstep: Class 14 contains 15643 members 
Mstep: Class 15 contains 33308 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 50403 members 
Mstep: Class 19 contains 71546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49506248.000000 Penalty: 36480.941406
Iteration 16Q: 18 clusters Score -4.950625e+07 nChanged 29946
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 1161 members 
Mstep: Class 4 contains 27417 members 
Mstep: Class 5 contains 9513 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 7828 members 
Mstep: Class 8 contains 43827 members 
Mstep: Class 10 contains 11126 members 
Mstep: Class 11 contains 5395 members 
Mstep: Class 12 contains 37988 members 
Mstep: Class 13 contains 125370 members 
Mstep: Class 14 contains 14953 members 
Mstep: Class 15 contains 35221 members 
Mstep: Class 16 contains 17647 members 
Mstep: Class 17 contains 55688 members 
Mstep: Class 19 contains 76093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49505268.000000 Penalty: 36480.941406
Iteration 17F: 18 clusters Score -4.950527e+07 nChanged 26431
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 10607 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 30088 members 
Mstep: Class 5 contains 9417 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 7839 members 
Mstep: Class 8 contains 43179 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 37795 members 
Mstep: Class 13 contains 108726 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 37168 members 
Mstep: Class 16 contains 17806 members 
Mstep: Class 17 contains 60639 members 
Mstep: Class 19 contains 81269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49544092.000000 Penalty: 36480.941406
Iteration 18Q: 18 clusters Score -4.954409e+07 nChanged 17010
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 31756 members 
Mstep: Class 5 contains 9337 members 
Mstep: Class 6 contains 6765 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 42372 members 
Mstep: Class 10 contains 12238 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 37031 members 
Mstep: Class 13 contains 104415 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 15 contains 38795 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 60914 members 
Mstep: Class 19 contains 84519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49552524.000000 Penalty: 36480.941406
Iteration 19Q: 18 clusters Score -4.955252e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 33104 members 
Mstep: Class 5 contains 9314 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 7963 members 
Mstep: Class 8 contains 42247 members 
Mstep: Class 10 contains 12737 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 36357 members 
Mstep: Class 13 contains 102961 members 
Mstep: Class 14 contains 11893 members 
Mstep: Class 15 contains 40195 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 17 contains 60529 members 
Mstep: Class 19 contains 85464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49555332.000000 Penalty: 36480.941406
Iteration 20F: 18 clusters Score -4.955533e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 34331 members 
Mstep: Class 5 contains 9363 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 8036 members 
Mstep: Class 8 contains 42229 members 
Mstep: Class 10 contains 13161 members 
Mstep: Class 11 contains 5276 members 
Mstep: Class 12 contains 35786 members 
Mstep: Class 13 contains 102333 members 
Mstep: Class 14 contains 10821 members 
Mstep: Class 15 contains 41446 members 
Mstep: Class 16 contains 17798 members 
Mstep: Class 17 contains 60183 members 
Mstep: Class 19 contains 85343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49558832.000000 Penalty: 36480.941406
Iteration 21Q: 18 clusters Score -4.955883e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 10220 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 8120 members 
Mstep: Class 8 contains 42113 members 
Mstep: Class 10 contains 13592 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 35157 members 
Mstep: Class 13 contains 102063 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 59813 members 
Mstep: Class 19 contains 84993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49562132.000000 Penalty: 36480.941406
Iteration 22Q: 18 clusters Score -4.956213e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 10176 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 36361 members 
Mstep: Class 5 contains 9560 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 41840 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 34518 members 
Mstep: Class 13 contains 101956 members 
Mstep: Class 14 contains 9207 members 
Mstep: Class 15 contains 43683 members 
Mstep: Class 16 contains 17454 members 
Mstep: Class 17 contains 59510 members 
Mstep: Class 19 contains 84702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49564840.000000 Penalty: 36480.941406
Iteration 23Q: 18 clusters Score -4.956484e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 36841 members 
Mstep: Class 5 contains 9709 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 41507 members 
Mstep: Class 10 contains 14352 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 33976 members 
Mstep: Class 13 contains 101999 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 44658 members 
Mstep: Class 16 contains 17222 members 
Mstep: Class 17 contains 59352 members 
Mstep: Class 19 contains 84439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49566940.000000 Penalty: 36480.941406
Iteration 24Q: 18 clusters Score -4.956694e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37038 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 41235 members 
Mstep: Class 10 contains 14668 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 33528 members 
Mstep: Class 13 contains 102084 members 
Mstep: Class 14 contains 8140 members 
Mstep: Class 15 contains 45425 members 
Mstep: Class 16 contains 17051 members 
Mstep: Class 17 contains 59305 members 
Mstep: Class 19 contains 84175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49567972.000000 Penalty: 36480.941406
Iteration 25Q: 18 clusters Score -4.956797e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 9983 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 37096 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 6795 members 
Mstep: Class 7 contains 8690 members 
Mstep: Class 8 contains 40965 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 5666 members 
Mstep: Class 12 contains 33100 members 
Mstep: Class 13 contains 102173 members 
Mstep: Class 14 contains 7798 members 
Mstep: Class 15 contains 46103 members 
Mstep: Class 16 contains 16909 members 
Mstep: Class 17 contains 59327 members 
Mstep: Class 19 contains 83997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49569000.000000 Penalty: 36480.941406
Iteration 26Q: 18 clusters Score -4.9569e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 9914 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 37147 members 
Mstep: Class 5 contains 10054 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 10 contains 15188 members 
Mstep: Class 11 contains 5754 members 
Mstep: Class 12 contains 32663 members 
Mstep: Class 13 contains 102249 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 46718 members 
Mstep: Class 16 contains 16778 members 
Mstep: Class 17 contains 59353 members 
Mstep: Class 19 contains 83841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49570128.000000 Penalty: 36480.941406
Iteration 27Q: 18 clusters Score -4.957013e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 9865 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 37248 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 6809 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 40412 members 
Mstep: Class 10 contains 15463 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 32140 members 
Mstep: Class 13 contains 102268 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 47248 members 
Mstep: Class 16 contains 16621 members 
Mstep: Class 17 contains 59350 members 
Mstep: Class 19 contains 83693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49572448.000000 Penalty: 36480.941406
Iteration 28Q: 18 clusters Score -4.957245e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 37414 members 
Mstep: Class 5 contains 10217 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 9502 members 
Mstep: Class 8 contains 40150 members 
Mstep: Class 10 contains 15755 members 
Mstep: Class 11 contains 5949 members 
Mstep: Class 12 contains 31590 members 
Mstep: Class 13 contains 102258 members 
Mstep: Class 14 contains 6946 members 
Mstep: Class 15 contains 47711 members 
Mstep: Class 16 contains 16477 members 
Mstep: Class 17 contains 59328 members 
Mstep: Class 19 contains 83565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49574984.000000 Penalty: 36480.941406
Iteration 29Q: 18 clusters Score -4.957498e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 9763 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 37581 members 
Mstep: Class 5 contains 10222 members 
Mstep: Class 6 contains 6819 members 
Mstep: Class 7 contains 9897 members 
Mstep: Class 8 contains 39955 members 
Mstep: Class 10 contains 15995 members 
Mstep: Class 11 contains 6045 members 
Mstep: Class 12 contains 31051 members 
Mstep: Class 13 contains 102256 members 
Mstep: Class 14 contains 6729 members 
Mstep: Class 15 contains 48107 members 
Mstep: Class 16 contains 16339 members 
Mstep: Class 17 contains 59270 members 
Mstep: Class 19 contains 83476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49578696.000000 Penalty: 36480.941406
Iteration 30Q: 18 clusters Score -4.95787e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 9723 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 37790 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 6825 members 
Mstep: Class 7 contains 10297 members 
Mstep: Class 8 contains 39811 members 
Mstep: Class 10 contains 16248 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 30696 members 
Mstep: Class 13 contains 102232 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 48479 members 
Mstep: Class 16 contains 16179 members 
Mstep: Class 17 contains 59206 members 
Mstep: Class 19 contains 83395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49582732.000000 Penalty: 36480.941406
Iteration 31Q: 18 clusters Score -4.958273e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 9708 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 37933 members 
Mstep: Class 5 contains 9739 members 
Mstep: Class 6 contains 6824 members 
Mstep: Class 7 contains 10496 members 
Mstep: Class 8 contains 39680 members 
Mstep: Class 10 contains 16651 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 30549 members 
Mstep: Class 13 contains 102197 members 
Mstep: Class 14 contains 6371 members 
Mstep: Class 15 contains 48854 members 
Mstep: Class 16 contains 16033 members 
Mstep: Class 17 contains 59147 members 
Mstep: Class 19 contains 83345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49585100.000000 Penalty: 36480.941406
Iteration 32Q: 18 clusters Score -4.95851e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 38081 members 
Mstep: Class 5 contains 9509 members 
Mstep: Class 6 contains 6830 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 39563 members 
Mstep: Class 10 contains 17103 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 30574 members 
Mstep: Class 13 contains 102156 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 49138 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 59095 members 
Mstep: Class 19 contains 83266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49586016.000000 Penalty: 36480.941406
Iteration 33Q: 18 clusters Score -4.958602e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 9648 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 38190 members 
Mstep: Class 5 contains 9388 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 10641 members 
Mstep: Class 8 contains 39443 members 
Mstep: Class 10 contains 17474 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 30646 members 
Mstep: Class 13 contains 102131 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 49384 members 
Mstep: Class 16 contains 15709 members 
Mstep: Class 17 contains 59037 members 
Mstep: Class 19 contains 83206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49586644.000000 Penalty: 36480.941406
Iteration 34Q: 18 clusters Score -4.958664e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 9603 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 38247 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 10700 members 
Mstep: Class 8 contains 39382 members 
Mstep: Class 10 contains 17753 members 
Mstep: Class 11 contains 6370 members 
Mstep: Class 12 contains 30725 members 
Mstep: Class 13 contains 102070 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 49559 members 
Mstep: Class 16 contains 15586 members 
Mstep: Class 17 contains 59025 members 
Mstep: Class 19 contains 83137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49587348.000000 Penalty: 36480.941406
Iteration 35Q: 18 clusters Score -4.958735e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 9557 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 38340 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 6839 members 
Mstep: Class 7 contains 10748 members 
Mstep: Class 8 contains 39400 members 
Mstep: Class 10 contains 17941 members 
Mstep: Class 11 contains 6418 members 
Mstep: Class 12 contains 30819 members 
Mstep: Class 13 contains 101996 members 
Mstep: Class 14 contains 5747 members 
Mstep: Class 15 contains 49692 members 
Mstep: Class 16 contains 15486 members 
Mstep: Class 17 contains 59005 members 
Mstep: Class 19 contains 83068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49587732.000000 Penalty: 36480.941406
Iteration 36Q: 18 clusters Score -4.958773e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 9497 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 38417 members 
Mstep: Class 5 contains 9291 members 
Mstep: Class 6 contains 6841 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 39379 members 
Mstep: Class 10 contains 18071 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 12 contains 30925 members 
Mstep: Class 13 contains 101958 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 15 contains 49796 members 
Mstep: Class 16 contains 15380 members 
Mstep: Class 17 contains 58952 members 
Mstep: Class 19 contains 83013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49588104.000000 Penalty: 36480.941406
Iteration 37Q: 18 clusters Score -4.95881e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 9447 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 38508 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 6841 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 39358 members 
Mstep: Class 10 contains 18162 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 31040 members 
Mstep: Class 13 contains 101916 members 
Mstep: Class 14 contains 5547 members 
Mstep: Class 15 contains 49893 members 
Mstep: Class 16 contains 15287 members 
Mstep: Class 17 contains 58903 members 
Mstep: Class 19 contains 82965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49588464.000000 Penalty: 36480.941406
Iteration 38Q: 18 clusters Score -4.958846e+07 nChanged 1358
Entering ConstructFrom: 
Score: -49588464.000000 Penalty: 36480.941406
Entering ConstructFrom: 
Trying to split cluster 1 (57750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Entering Unmasked Estep 
Score: -5469853.000000 Penalty: 1781.630249
	Iteration 0F: 2 clusters Score -5469853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5445032.000000 Penalty: 3563.260498
	Iteration 0F: 3 clusters Score -5445032 nChanged 27248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5460175.500000 Penalty: 3563.260498
	Iteration 1F: 3 clusters Score -5460176 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5460705.500000 Penalty: 3563.260498
	Iteration 2Q: 3 clusters Score -5460706 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -5461326.000000 Penalty: 3563.260498
	Iteration 3Q: 3 clusters Score -5461326 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -5462142.000000 Penalty: 3563.260498
	Iteration 4Q: 3 clusters Score -5462142 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5463059.000000 Penalty: 3563.260498
	Iteration 5Q: 3 clusters Score -5463059 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -5464204.500000 Penalty: 3563.260498
	Iteration 6F: 3 clusters Score -5464204 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5465272.000000 Penalty: 3563.260498
	Iteration 7F: 3 clusters Score -5465272 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -5466171.000000 Penalty: 3563.260498
	Iteration 8F: 3 clusters Score -5466171 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5466923.000000 Penalty: 3563.260498
	Iteration 9Q: 3 clusters Score -5466923 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -5467766.500000 Penalty: 3563.260498
	Iteration 10Q: 3 clusters Score -5467766 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5468561.500000 Penalty: 3563.260498
	Iteration 11Q: 3 clusters Score -5468562 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -5469233.000000 Penalty: 3563.260498
	Iteration 12Q: 3 clusters Score -5469233 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -5470000.000000 Penalty: 3563.260498
	Iteration 13Q: 3 clusters Score -5470000 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5471136.500000 Penalty: 3563.260498
	Iteration 14Q: 3 clusters Score -5471136 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -5473008.500000 Penalty: 3563.260498
	Iteration 15Q: 3 clusters Score -5473008 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -5474687.000000 Penalty: 3563.260498
	Iteration 16Q: 3 clusters Score -5474687 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5475780.000000 Penalty: 3563.260498
	Iteration 17Q: 3 clusters Score -5475780 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -5476744.000000 Penalty: 3563.260498
	Iteration 18Q: 3 clusters Score -5476744 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -5477966.000000 Penalty: 3563.260498
	Iteration 19Q: 3 clusters Score -5477966 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5479269.500000 Penalty: 3563.260498
	Iteration 20F: 3 clusters Score -5479270 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -5480697.500000 Penalty: 3563.260498
	Iteration 21Q: 3 clusters Score -5480698 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5482436.500000 Penalty: 3563.260498
	Iteration 22Q: 3 clusters Score -5482436 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -5483877.500000 Penalty: 3563.260498
	Iteration 23Q: 3 clusters Score -5483878 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -5485710.000000 Penalty: 3563.260498
	Iteration 24Q: 3 clusters Score -5485710 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -5488091.000000 Penalty: 3563.260498
	Iteration 25F: 3 clusters Score -5488091 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -5490610.000000 Penalty: 3563.260498
	Iteration 26F: 3 clusters Score -5490610 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -5492595.000000 Penalty: 3563.260498
	Iteration 27Q: 3 clusters Score -5492595 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -5493537.000000 Penalty: 3563.260498
	Iteration 28Q: 3 clusters Score -5493537 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5493783.500000 Penalty: 3563.260498
	Iteration 29Q: 3 clusters Score -5493784 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -5493715.000000 Penalty: 3563.260498
	Iteration 30Q: 3 clusters Score -5493715 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -5493625.500000 Penalty: 3563.260498
	Iteration 31Q: 3 clusters Score -5493626 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5493537.000000 Penalty: 3563.260498
	Iteration 32Q: 3 clusters Score -5493537 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5493459.500000 Penalty: 3563.260498
	Iteration 33Q: 3 clusters Score -5493460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5493418.000000 Penalty: 3563.260498
	Iteration 34Q: 3 clusters Score -5493418 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5493385.500000 Penalty: 3563.260498
	Iteration 35Q: 3 clusters Score -5493386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5493377.000000 Penalty: 3563.260498
	Iteration 36Q: 3 clusters Score -5493377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -5493356.000000 Penalty: 3563.260498
	Iteration 37Q: 3 clusters Score -5493356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5493341.000000 Penalty: 3563.260498
	Iteration 38Q: 3 clusters Score -5493341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -5493325.500000 Penalty: 3563.260498
	Iteration 39Q: 3 clusters Score -5493326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -5493328.000000 Penalty: 3563.260498
	Iteration 40F: 3 clusters Score -5493328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5493310.000000 Penalty: 3563.260498
	Iteration 41Q: 3 clusters Score -5493310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5493299.000000 Penalty: 3563.260498
	Iteration 42Q: 3 clusters Score -5493299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5493294.500000 Penalty: 3563.260498
	Iteration 43Q: 3 clusters Score -5493294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5493291.000000 Penalty: 3563.260498
	Iteration 44Q: 3 clusters Score -5493291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5493292.000000 Penalty: 3563.260498
	Iteration 45Q: 3 clusters Score -5493292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5493292.000000 Penalty: 3563.260498
	Iteration 46F: 3 clusters Score -5493292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 38569 members 
Mstep: Class 5 contains 9273 members 
Mstep: Class 6 contains 6843 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 19 contains 82924 members 
Entering Unmasked Estep 
Score: -49611808.000000 Penalty: 38626.878906
Splitting cluster 1 changes total score from -49588464.000000 to -49611808.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (9411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Entering Unmasked Estep 
Score: -817379.812500 Penalty: 1486.815552
	Iteration 0F: 2 clusters Score -817379.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -810804.437500 Penalty: 2973.631104
	Iteration 0F: 3 clusters Score -810804.4 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -814998.062500 Penalty: 2973.631104
	Iteration 1F: 3 clusters Score -814998.1 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -817917.687500 Penalty: 2973.631104
	Iteration 2F: 3 clusters Score -817917.7 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -820134.062500 Penalty: 2973.631104
	Iteration 3F: 3 clusters Score -820134.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -820891.062500 Penalty: 2973.631104
	Iteration 4F: 3 clusters Score -820891.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -821196.062500 Penalty: 2973.631104
	Iteration 5Q: 3 clusters Score -821196.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -821549.687500 Penalty: 2973.631104
	Iteration 6Q: 3 clusters Score -821549.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -822018.625000 Penalty: 2973.631104
	Iteration 7Q: 3 clusters Score -822018.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -822244.750000 Penalty: 2973.631104
	Iteration 8Q: 3 clusters Score -822244.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -822345.687500 Penalty: 2973.631104
	Iteration 9Q: 3 clusters Score -822345.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -822416.000000 Penalty: 2973.631104
	Iteration 10Q: 3 clusters Score -822416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -822464.437500 Penalty: 2973.631104
	Iteration 11Q: 3 clusters Score -822464.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -822506.937500 Penalty: 2973.631104
	Iteration 12Q: 3 clusters Score -822506.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -822523.687500 Penalty: 2973.631104
	Iteration 13Q: 3 clusters Score -822523.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -822538.875000 Penalty: 2973.631104
	Iteration 14Q: 3 clusters Score -822538.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -822550.937500 Penalty: 2973.631104
	Iteration 15Q: 3 clusters Score -822550.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -822565.437500 Penalty: 2973.631104
	Iteration 16Q: 3 clusters Score -822565.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -822576.250000 Penalty: 2973.631104
	Iteration 17Q: 3 clusters Score -822576.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -822584.000000 Penalty: 2973.631104
	Iteration 18Q: 3 clusters Score -822584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -822590.187500 Penalty: 2973.631104
	Iteration 19Q: 3 clusters Score -822590.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -822605.187500 Penalty: 2973.631104
	Iteration 20F: 3 clusters Score -822605.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -822620.625000 Penalty: 2973.631104
	Iteration 21Q: 3 clusters Score -822620.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -822624.625000 Penalty: 2973.631104
	Iteration 22Q: 3 clusters Score -822624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -822629.875000 Penalty: 2973.631104
	Iteration 23Q: 3 clusters Score -822629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -822627.937500 Penalty: 2973.631104
	Iteration 24Q: 3 clusters Score -822627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -822628.562500 Penalty: 2973.631104
	Iteration 25Q: 3 clusters Score -822628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -822626.687500 Penalty: 2973.631104
	Iteration 26Q: 3 clusters Score -822626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -822626.687500 Penalty: 2973.631104
	Iteration 27F: 3 clusters Score -822626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 38569 members 
Mstep: Class 5 contains 9273 members 
Mstep: Class 6 contains 6843 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Entering Unmasked Estep 
Score: -49616464.000000 Penalty: 40772.816406
Splitting cluster 2 changes total score from -49588464.000000 to -49616464.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 3 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -89736.703125 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -89736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88268.679688 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -88268.68 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -88804.765625 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -88804.77 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -89201.789062 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -89201.79 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89565.234375 Penalty: 2275.404785
	Iteration 3F: 3 clusters Score -89565.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -89902.781250 Penalty: 2275.404785
	Iteration 4F: 3 clusters Score -89902.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -90170.984375 Penalty: 2275.404785
	Iteration 5F: 3 clusters Score -90170.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -90329.203125 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -90329.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -90490.992188 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -90490.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90697.492188 Penalty: 2275.404785
	Iteration 8Q: 3 clusters Score -90697.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90721.882812 Penalty: 2275.404785
	Iteration 9Q: 3 clusters Score -90721.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90723.687500 Penalty: 2275.404785
	Iteration 10Q: 3 clusters Score -90723.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -90727.445312 Penalty: 2275.404785
	Iteration 11Q: 3 clusters Score -90727.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90735.843750 Penalty: 2275.404785
	Iteration 12Q: 3 clusters Score -90735.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90741.429688 Penalty: 2275.404785
	Iteration 13Q: 3 clusters Score -90741.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90749.875000 Penalty: 2275.404785
	Iteration 14Q: 3 clusters Score -90749.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -90753.671875 Penalty: 2275.404785
	Iteration 15Q: 3 clusters Score -90753.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90759.312500 Penalty: 2275.404785
	Iteration 16Q: 3 clusters Score -90759.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90769.773438 Penalty: 2275.404785
	Iteration 17Q: 3 clusters Score -90769.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90778.617188 Penalty: 2275.404785
	Iteration 18Q: 3 clusters Score -90778.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90778.617188 Penalty: 2275.404785
	Iteration 19F: 3 clusters Score -90778.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 38569 members 
Mstep: Class 5 contains 9273 members 
Mstep: Class 6 contains 6843 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Entering Unmasked Estep 
Score: -49616456.000000 Penalty: 42918.753906
Splitting cluster 3 changes total score from -49588464.000000 to -49616456.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (38569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Entering Unmasked Estep 
Score: -3410851.750000 Penalty: 1716.033203
	Iteration 0F: 2 clusters Score -3410852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3388681.750000 Penalty: 3432.066406
	Iteration 0F: 3 clusters Score -3388682 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3399108.750000 Penalty: 3432.066406
	Iteration 1F: 3 clusters Score -3399109 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3400393.750000 Penalty: 3432.066406
	Iteration 2F: 3 clusters Score -3400394 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3402094.750000 Penalty: 3432.066406
	Iteration 3F: 3 clusters Score -3402095 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3404198.000000 Penalty: 3432.066406
	Iteration 4F: 3 clusters Score -3404198 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3406012.000000 Penalty: 3432.066406
	Iteration 5F: 3 clusters Score -3406012 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3407361.500000 Penalty: 3432.066406
	Iteration 6F: 3 clusters Score -3407362 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3408509.750000 Penalty: 3432.066406
	Iteration 7F: 3 clusters Score -3408510 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3409316.750000 Penalty: 3432.066406
	Iteration 8Q: 3 clusters Score -3409317 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3409878.250000 Penalty: 3432.066406
	Iteration 9Q: 3 clusters Score -3409878 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3410192.750000 Penalty: 3432.066406
	Iteration 10Q: 3 clusters Score -3410193 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3410420.000000 Penalty: 3432.066406
	Iteration 11Q: 3 clusters Score -3410420 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3410535.500000 Penalty: 3432.066406
	Iteration 12Q: 3 clusters Score -3410536 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3410632.000000 Penalty: 3432.066406
	Iteration 13Q: 3 clusters Score -3410632 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3410705.500000 Penalty: 3432.066406
	Iteration 14Q: 3 clusters Score -3410706 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3410752.250000 Penalty: 3432.066406
	Iteration 15Q: 3 clusters Score -3410752 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3410814.000000 Penalty: 3432.066406
	Iteration 16Q: 3 clusters Score -3410814 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3410849.250000 Penalty: 3432.066406
	Iteration 17Q: 3 clusters Score -3410849 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3410875.750000 Penalty: 3432.066406
	Iteration 18Q: 3 clusters Score -3410876 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3410906.750000 Penalty: 3432.066406
	Iteration 19Q: 3 clusters Score -3410907 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3410937.750000 Penalty: 3432.066406
	Iteration 20F: 3 clusters Score -3410938 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3410956.000000 Penalty: 3432.066406
	Iteration 21Q: 3 clusters Score -3410956 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3410971.750000 Penalty: 3432.066406
	Iteration 22Q: 3 clusters Score -3410972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3410988.500000 Penalty: 3432.066406
	Iteration 23Q: 3 clusters Score -3410988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3411013.250000 Penalty: 3432.066406
	Iteration 24Q: 3 clusters Score -3411013 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3411003.000000 Penalty: 3432.066406
	Iteration 25Q: 3 clusters Score -3411003 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3411015.000000 Penalty: 3432.066406
	Iteration 26Q: 3 clusters Score -3411015 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3411027.750000 Penalty: 3432.066406
	Iteration 27Q: 3 clusters Score -3411028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3411042.750000 Penalty: 3432.066406
	Iteration 28Q: 3 clusters Score -3411043 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3411055.750000 Penalty: 3432.066406
	Iteration 29Q: 3 clusters Score -3411056 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3411057.750000 Penalty: 3432.066406
	Iteration 30Q: 3 clusters Score -3411058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3411072.750000 Penalty: 3432.066406
	Iteration 31Q: 3 clusters Score -3411073 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3411075.500000 Penalty: 3432.066406
	Iteration 32Q: 3 clusters Score -3411076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3411075.500000 Penalty: 3432.066406
	Iteration 33Q: 3 clusters Score -3411076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3411084.250000 Penalty: 3432.066406
	Iteration 34Q: 3 clusters Score -3411084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3411091.750000 Penalty: 3432.066406
	Iteration 35Q: 3 clusters Score -3411092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3411089.500000 Penalty: 3432.066406
	Iteration 36Q: 3 clusters Score -3411090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3411094.500000 Penalty: 3432.066406
	Iteration 37Q: 3 clusters Score -3411094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3411099.000000 Penalty: 3432.066406
	Iteration 38Q: 3 clusters Score -3411099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3411098.250000 Penalty: 3432.066406
	Iteration 39Q: 3 clusters Score -3411098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3411093.750000 Penalty: 3432.066406
	Iteration 40F: 3 clusters Score -3411094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3411097.000000 Penalty: 3432.066406
	Iteration 41Q: 3 clusters Score -3411097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3411102.500000 Penalty: 3432.066406
	Iteration 42Q: 3 clusters Score -3411102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3411112.250000 Penalty: 3432.066406
	Iteration 43Q: 3 clusters Score -3411112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3411107.750000 Penalty: 3432.066406
	Iteration 44Q: 3 clusters Score -3411108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3411106.500000 Penalty: 3432.066406
	Iteration 45Q: 3 clusters Score -3411106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3411104.750000 Penalty: 3432.066406
	Iteration 46Q: 3 clusters Score -3411105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3411105.500000 Penalty: 3432.066406
	Iteration 47Q: 3 clusters Score -3411106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3411115.250000 Penalty: 3432.066406
	Iteration 48Q: 3 clusters Score -3411115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3411125.000000 Penalty: 3432.066406
	Iteration 49Q: 3 clusters Score -3411125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3411137.500000 Penalty: 3432.066406
	Iteration 50Q: 3 clusters Score -3411138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3411143.000000 Penalty: 3432.066406
	Iteration 51Q: 3 clusters Score -3411143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3411140.750000 Penalty: 3432.066406
	Iteration 52Q: 3 clusters Score -3411141 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3411144.000000 Penalty: 3432.066406
	Iteration 53Q: 3 clusters Score -3411144 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3411141.500000 Penalty: 3432.066406
	Iteration 54Q: 3 clusters Score -3411142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3411155.250000 Penalty: 3432.066406
	Iteration 55Q: 3 clusters Score -3411155 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3411164.000000 Penalty: 3432.066406
	Iteration 56Q: 3 clusters Score -3411164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3411178.250000 Penalty: 3432.066406
	Iteration 57Q: 3 clusters Score -3411178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3411193.000000 Penalty: 3432.066406
	Iteration 58Q: 3 clusters Score -3411193 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3411192.500000 Penalty: 3432.066406
	Iteration 59Q: 3 clusters Score -3411192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3411213.500000 Penalty: 3432.066406
	Iteration 60F: 3 clusters Score -3411214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3411234.000000 Penalty: 3432.066406
	Iteration 61Q: 3 clusters Score -3411234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3411251.500000 Penalty: 3432.066406
	Iteration 62Q: 3 clusters Score -3411252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3411262.500000 Penalty: 3432.066406
	Iteration 63Q: 3 clusters Score -3411262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3411283.250000 Penalty: 3432.066406
	Iteration 64Q: 3 clusters Score -3411283 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3411304.500000 Penalty: 3432.066406
	Iteration 65Q: 3 clusters Score -3411304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3411323.750000 Penalty: 3432.066406
	Iteration 66Q: 3 clusters Score -3411324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3411320.500000 Penalty: 3432.066406
	Iteration 67Q: 3 clusters Score -3411320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3411339.250000 Penalty: 3432.066406
	Iteration 68Q: 3 clusters Score -3411339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3411354.000000 Penalty: 3432.066406
	Iteration 69Q: 3 clusters Score -3411354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3411366.250000 Penalty: 3432.066406
	Iteration 70Q: 3 clusters Score -3411366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3411386.000000 Penalty: 3432.066406
	Iteration 71Q: 3 clusters Score -3411386 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3411381.500000 Penalty: 3432.066406
	Iteration 72Q: 3 clusters Score -3411382 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3411393.750000 Penalty: 3432.066406
	Iteration 73Q: 3 clusters Score -3411394 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3411405.250000 Penalty: 3432.066406
	Iteration 74Q: 3 clusters Score -3411405 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3411412.750000 Penalty: 3432.066406
	Iteration 75Q: 3 clusters Score -3411413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3411428.000000 Penalty: 3432.066406
	Iteration 76Q: 3 clusters Score -3411428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3411431.500000 Penalty: 3432.066406
	Iteration 77Q: 3 clusters Score -3411432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3411434.750000 Penalty: 3432.066406
	Iteration 78Q: 3 clusters Score -3411435 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3411449.250000 Penalty: 3432.066406
	Iteration 79Q: 3 clusters Score -3411449 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3411485.000000 Penalty: 3432.066406
	Iteration 80F: 3 clusters Score -3411485 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3411509.500000 Penalty: 3432.066406
	Iteration 81Q: 3 clusters Score -3411510 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3411541.750000 Penalty: 3432.066406
	Iteration 82Q: 3 clusters Score -3411542 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3411575.250000 Penalty: 3432.066406
	Iteration 83Q: 3 clusters Score -3411575 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3411604.000000 Penalty: 3432.066406
	Iteration 84Q: 3 clusters Score -3411604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3411605.000000 Penalty: 3432.066406
	Iteration 85Q: 3 clusters Score -3411605 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3411643.000000 Penalty: 3432.066406
	Iteration 86Q: 3 clusters Score -3411643 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3411666.250000 Penalty: 3432.066406
	Iteration 87Q: 3 clusters Score -3411666 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3411691.500000 Penalty: 3432.066406
	Iteration 88Q: 3 clusters Score -3411692 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3411725.250000 Penalty: 3432.066406
	Iteration 89Q: 3 clusters Score -3411725 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3411736.500000 Penalty: 3432.066406
	Iteration 90Q: 3 clusters Score -3411736 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3411765.000000 Penalty: 3432.066406
	Iteration 91Q: 3 clusters Score -3411765 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3411803.000000 Penalty: 3432.066406
	Iteration 92Q: 3 clusters Score -3411803 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3411817.750000 Penalty: 3432.066406
	Iteration 93Q: 3 clusters Score -3411818 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3411834.750000 Penalty: 3432.066406
	Iteration 94Q: 3 clusters Score -3411835 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3411842.000000 Penalty: 3432.066406
	Iteration 95Q: 3 clusters Score -3411842 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3411851.500000 Penalty: 3432.066406
	Iteration 96Q: 3 clusters Score -3411852 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3411867.250000 Penalty: 3432.066406
	Iteration 97Q: 3 clusters Score -3411867 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3411880.750000 Penalty: 3432.066406
	Iteration 98Q: 3 clusters Score -3411881 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3411896.750000 Penalty: 3432.066406
	Iteration 99Q: 3 clusters Score -3411897 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3411913.000000 Penalty: 3432.066406
	Iteration 100F: 3 clusters Score -3411913 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3411918.250000 Penalty: 3432.066406
	Iteration 101Q: 3 clusters Score -3411918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3411945.250000 Penalty: 3432.066406
	Iteration 102Q: 3 clusters Score -3411945 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3411953.500000 Penalty: 3432.066406
	Iteration 103Q: 3 clusters Score -3411954 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3411960.000000 Penalty: 3432.066406
	Iteration 104Q: 3 clusters Score -3411960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3411966.000000 Penalty: 3432.066406
	Iteration 105Q: 3 clusters Score -3411966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3411986.500000 Penalty: 3432.066406
	Iteration 106Q: 3 clusters Score -3411986 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3411994.250000 Penalty: 3432.066406
	Iteration 107Q: 3 clusters Score -3411994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3412015.500000 Penalty: 3432.066406
	Iteration 108Q: 3 clusters Score -3412016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3412040.250000 Penalty: 3432.066406
	Iteration 109Q: 3 clusters Score -3412040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3412058.000000 Penalty: 3432.066406
	Iteration 110Q: 3 clusters Score -3412058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3412062.250000 Penalty: 3432.066406
	Iteration 111Q: 3 clusters Score -3412062 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3412079.750000 Penalty: 3432.066406
	Iteration 112Q: 3 clusters Score -3412080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3412111.500000 Penalty: 3432.066406
	Iteration 113Q: 3 clusters Score -3412112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3412126.500000 Penalty: 3432.066406
	Iteration 114Q: 3 clusters Score -3412126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3412132.000000 Penalty: 3432.066406
	Iteration 115Q: 3 clusters Score -3412132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3412147.000000 Penalty: 3432.066406
	Iteration 116Q: 3 clusters Score -3412147 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3412166.000000 Penalty: 3432.066406
	Iteration 117Q: 3 clusters Score -3412166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3412155.750000 Penalty: 3432.066406
	Iteration 118Q: 3 clusters Score -3412156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3412174.000000 Penalty: 3432.066406
	Iteration 119Q: 3 clusters Score -3412174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3412176.500000 Penalty: 3432.066406
	Iteration 120F: 3 clusters Score -3412176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3412178.250000 Penalty: 3432.066406
	Iteration 121Q: 3 clusters Score -3412178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3412198.250000 Penalty: 3432.066406
	Iteration 122Q: 3 clusters Score -3412198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3412203.500000 Penalty: 3432.066406
	Iteration 123Q: 3 clusters Score -3412204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3412211.500000 Penalty: 3432.066406
	Iteration 124Q: 3 clusters Score -3412212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3412212.500000 Penalty: 3432.066406
	Iteration 125Q: 3 clusters Score -3412212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3412210.500000 Penalty: 3432.066406
	Iteration 126Q: 3 clusters Score -3412210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3412223.000000 Penalty: 3432.066406
	Iteration 127Q: 3 clusters Score -3412223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3412223.000000 Penalty: 3432.066406
	Iteration 128Q: 3 clusters Score -3412223 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3412205.500000 Penalty: 3432.066406
	Iteration 129Q: 3 clusters Score -3412206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3412208.500000 Penalty: 3432.066406
	Iteration 130Q: 3 clusters Score -3412208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3412232.000000 Penalty: 3432.066406
	Iteration 131Q: 3 clusters Score -3412232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3412247.750000 Penalty: 3432.066406
	Iteration 132Q: 3 clusters Score -3412248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3412259.250000 Penalty: 3432.066406
	Iteration 133Q: 3 clusters Score -3412259 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3412257.750000 Penalty: 3432.066406
	Iteration 134Q: 3 clusters Score -3412258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3412281.000000 Penalty: 3432.066406
	Iteration 135Q: 3 clusters Score -3412281 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3412292.250000 Penalty: 3432.066406
	Iteration 136Q: 3 clusters Score -3412292 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3412305.750000 Penalty: 3432.066406
	Iteration 137Q: 3 clusters Score -3412306 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3412319.250000 Penalty: 3432.066406
	Iteration 138Q: 3 clusters Score -3412319 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3412329.750000 Penalty: 3432.066406
	Iteration 139Q: 3 clusters Score -3412330 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3412335.750000 Penalty: 3432.066406
	Iteration 140F: 3 clusters Score -3412336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3412345.250000 Penalty: 3432.066406
	Iteration 141Q: 3 clusters Score -3412345 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -3412363.250000 Penalty: 3432.066406
	Iteration 142Q: 3 clusters Score -3412363 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3412394.000000 Penalty: 3432.066406
	Iteration 143Q: 3 clusters Score -3412394 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -3412428.000000 Penalty: 3432.066406
	Iteration 144Q: 3 clusters Score -3412428 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3412468.000000 Penalty: 3432.066406
	Iteration 145Q: 3 clusters Score -3412468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3412492.250000 Penalty: 3432.066406
	Iteration 146Q: 3 clusters Score -3412492 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -3412509.000000 Penalty: 3432.066406
	Iteration 147Q: 3 clusters Score -3412509 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3412544.500000 Penalty: 3432.066406
	Iteration 148Q: 3 clusters Score -3412544 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -3412553.500000 Penalty: 3432.066406
	Iteration 149Q: 3 clusters Score -3412554 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -3412581.000000 Penalty: 3432.066406
	Iteration 150Q: 3 clusters Score -3412581 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3412608.500000 Penalty: 3432.066406
	Iteration 151Q: 3 clusters Score -3412608 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3412657.750000 Penalty: 3432.066406
	Iteration 152Q: 3 clusters Score -3412658 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -3412670.250000 Penalty: 3432.066406
	Iteration 153Q: 3 clusters Score -3412670 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3412704.250000 Penalty: 3432.066406
	Iteration 154Q: 3 clusters Score -3412704 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3412727.250000 Penalty: 3432.066406
	Iteration 155Q: 3 clusters Score -3412727 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -3412776.500000 Penalty: 3432.066406
	Iteration 156Q: 3 clusters Score -3412776 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -3412780.250000 Penalty: 3432.066406
	Iteration 157Q: 3 clusters Score -3412780 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3412801.250000 Penalty: 3432.066406
	Iteration 158Q: 3 clusters Score -3412801 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -3412837.500000 Penalty: 3432.066406
	Iteration 159Q: 3 clusters Score -3412838 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3412866.000000 Penalty: 3432.066406
	Iteration 160F: 3 clusters Score -3412866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3412879.000000 Penalty: 3432.066406
	Iteration 161Q: 3 clusters Score -3412879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3412916.250000 Penalty: 3432.066406
	Iteration 162Q: 3 clusters Score -3412916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -3412954.750000 Penalty: 3432.066406
	Iteration 163Q: 3 clusters Score -3412955 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -3412985.250000 Penalty: 3432.066406
	Iteration 164Q: 3 clusters Score -3412985 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -3413020.750000 Penalty: 3432.066406
	Iteration 165Q: 3 clusters Score -3413021 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3413082.750000 Penalty: 3432.066406
	Iteration 166Q: 3 clusters Score -3413083 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -3413139.250000 Penalty: 3432.066406
	Iteration 167Q: 3 clusters Score -3413139 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3413216.500000 Penalty: 3432.066406
	Iteration 168Q: 3 clusters Score -3413216 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -3413323.250000 Penalty: 3432.066406
	Iteration 169Q: 3 clusters Score -3413323 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -3413378.750000 Penalty: 3432.066406
	Iteration 170Q: 3 clusters Score -3413379 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -3413392.000000 Penalty: 3432.066406
	Iteration 171Q: 3 clusters Score -3413392 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -3413392.750000 Penalty: 3432.066406
	Iteration 172Q: 3 clusters Score -3413393 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -3413408.000000 Penalty: 3432.066406
	Iteration 173Q: 3 clusters Score -3413408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -3413406.750000 Penalty: 3432.066406
	Iteration 174Q: 3 clusters Score -3413407 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -3413414.000000 Penalty: 3432.066406
	Iteration 175Q: 3 clusters Score -3413414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -3413385.750000 Penalty: 3432.066406
	Iteration 176Q: 3 clusters Score -3413386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -3413367.500000 Penalty: 3432.066406
	Iteration 177Q: 3 clusters Score -3413368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -3413334.000000 Penalty: 3432.066406
	Iteration 178Q: 3 clusters Score -3413334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -3413321.250000 Penalty: 3432.066406
	Iteration 179Q: 3 clusters Score -3413321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -3413316.750000 Penalty: 3432.066406
	Iteration 180F: 3 clusters Score -3413317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -3413290.250000 Penalty: 3432.066406
	Iteration 181Q: 3 clusters Score -3413290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -3413284.500000 Penalty: 3432.066406
	Iteration 182Q: 3 clusters Score -3413284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -3413274.000000 Penalty: 3432.066406
	Iteration 183Q: 3 clusters Score -3413274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -3413264.750000 Penalty: 3432.066406
	Iteration 184Q: 3 clusters Score -3413265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -3413263.000000 Penalty: 3432.066406
	Iteration 185Q: 3 clusters Score -3413263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -3413265.250000 Penalty: 3432.066406
	Iteration 186Q: 3 clusters Score -3413265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -3413266.750000 Penalty: 3432.066406
	Iteration 187Q: 3 clusters Score -3413267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -3413256.000000 Penalty: 3432.066406
	Iteration 188Q: 3 clusters Score -3413256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -3413245.500000 Penalty: 3432.066406
	Iteration 189Q: 3 clusters Score -3413246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -3413256.250000 Penalty: 3432.066406
	Iteration 190Q: 3 clusters Score -3413256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -3413257.750000 Penalty: 3432.066406
	Iteration 191Q: 3 clusters Score -3413258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -3413262.500000 Penalty: 3432.066406
	Iteration 192Q: 3 clusters Score -3413262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3413262.250000 Penalty: 3432.066406
	Iteration 193Q: 3 clusters Score -3413262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -3413279.000000 Penalty: 3432.066406
	Iteration 194Q: 3 clusters Score -3413279 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3413307.250000 Penalty: 3432.066406
	Iteration 195Q: 3 clusters Score -3413307 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -3413307.250000 Penalty: 3432.066406
	Iteration 196Q: 3 clusters Score -3413307 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -3413344.250000 Penalty: 3432.066406
	Iteration 197Q: 3 clusters Score -3413344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -3413364.000000 Penalty: 3432.066406
	Iteration 198Q: 3 clusters Score -3413364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3413403.250000 Penalty: 3432.066406
	Iteration 199Q: 3 clusters Score -3413403 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3413443.000000 Penalty: 3432.066406
	Iteration 200F: 3 clusters Score -3413443 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -3413471.750000 Penalty: 3432.066406
	Iteration 201Q: 3 clusters Score -3413472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -3413504.750000 Penalty: 3432.066406
	Iteration 202Q: 3 clusters Score -3413505 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -3413564.250000 Penalty: 3432.066406
	Iteration 203Q: 3 clusters Score -3413564 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3413586.500000 Penalty: 3432.066406
	Iteration 204Q: 3 clusters Score -3413586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3413621.250000 Penalty: 3432.066406
	Iteration 205Q: 3 clusters Score -3413621 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -3413639.250000 Penalty: 3432.066406
	Iteration 206Q: 3 clusters Score -3413639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -3413662.500000 Penalty: 3432.066406
	Iteration 207Q: 3 clusters Score -3413662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -3413687.500000 Penalty: 3432.066406
	Iteration 208Q: 3 clusters Score -3413688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -3413684.500000 Penalty: 3432.066406
	Iteration 209Q: 3 clusters Score -3413684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -3413688.250000 Penalty: 3432.066406
	Iteration 210Q: 3 clusters Score -3413688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -3413690.500000 Penalty: 3432.066406
	Iteration 211Q: 3 clusters Score -3413690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -3413705.500000 Penalty: 3432.066406
	Iteration 212Q: 3 clusters Score -3413706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3413703.000000 Penalty: 3432.066406
	Iteration 213Q: 3 clusters Score -3413703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -3413714.250000 Penalty: 3432.066406
	Iteration 214Q: 3 clusters Score -3413714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -3413719.500000 Penalty: 3432.066406
	Iteration 215Q: 3 clusters Score -3413720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -3413724.000000 Penalty: 3432.066406
	Iteration 216Q: 3 clusters Score -3413724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -3413725.750000 Penalty: 3432.066406
	Iteration 217Q: 3 clusters Score -3413726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -3413727.250000 Penalty: 3432.066406
	Iteration 218Q: 3 clusters Score -3413727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -3413740.500000 Penalty: 3432.066406
	Iteration 219Q: 3 clusters Score -3413740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -3413747.000000 Penalty: 3432.066406
	Iteration 220F: 3 clusters Score -3413747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3413758.500000 Penalty: 3432.066406
	Iteration 221Q: 3 clusters Score -3413758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -3413757.750000 Penalty: 3432.066406
	Iteration 222Q: 3 clusters Score -3413758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -3413757.750000 Penalty: 3432.066406
	Iteration 223Q: 3 clusters Score -3413758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3413758.250000 Penalty: 3432.066406
	Iteration 224Q: 3 clusters Score -3413758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3413761.250000 Penalty: 3432.066406
	Iteration 225Q: 3 clusters Score -3413761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -3413762.500000 Penalty: 3432.066406
	Iteration 226Q: 3 clusters Score -3413762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3413755.250000 Penalty: 3432.066406
	Iteration 227Q: 3 clusters Score -3413755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3413758.000000 Penalty: 3432.066406
	Iteration 228Q: 3 clusters Score -3413758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3413758.000000 Penalty: 3432.066406
	Iteration 229F: 3 clusters Score -3413758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 9273 members 
Mstep: Class 6 contains 6843 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Entering Unmasked Estep 
Score: -49618560.000000 Penalty: 45064.691406
Splitting cluster 4 changes total score from -49588464.000000 to -49618560.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -806773.500000 Penalty: 1484.415039
	Iteration 0F: 2 clusters Score -806773.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -800256.250000 Penalty: 2968.830078
	Iteration 0F: 3 clusters Score -800256.2 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -805621.625000 Penalty: 2968.830078
	Iteration 1F: 3 clusters Score -805621.6 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -808357.312500 Penalty: 2968.830078
	Iteration 2F: 3 clusters Score -808357.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -809805.812500 Penalty: 2968.830078
	Iteration 3F: 3 clusters Score -809805.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -810292.687500 Penalty: 2968.830078
	Iteration 4Q: 3 clusters Score -810292.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -810483.562500 Penalty: 2968.830078
	Iteration 5Q: 3 clusters Score -810483.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -810623.437500 Penalty: 2968.830078
	Iteration 6Q: 3 clusters Score -810623.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -810733.125000 Penalty: 2968.830078
	Iteration 7Q: 3 clusters Score -810733.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -810809.312500 Penalty: 2968.830078
	Iteration 8Q: 3 clusters Score -810809.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -810896.125000 Penalty: 2968.830078
	Iteration 9Q: 3 clusters Score -810896.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -810982.625000 Penalty: 2968.830078
	Iteration 10Q: 3 clusters Score -810982.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -811071.750000 Penalty: 2968.830078
	Iteration 11Q: 3 clusters Score -811071.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -811159.812500 Penalty: 2968.830078
	Iteration 12Q: 3 clusters Score -811159.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -811239.687500 Penalty: 2968.830078
	Iteration 13Q: 3 clusters Score -811239.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -811292.562500 Penalty: 2968.830078
	Iteration 14Q: 3 clusters Score -811292.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -811328.437500 Penalty: 2968.830078
	Iteration 15Q: 3 clusters Score -811328.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -811350.812500 Penalty: 2968.830078
	Iteration 16Q: 3 clusters Score -811350.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -811359.625000 Penalty: 2968.830078
	Iteration 17Q: 3 clusters Score -811359.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -811363.000000 Penalty: 2968.830078
	Iteration 18Q: 3 clusters Score -811363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -811367.125000 Penalty: 2968.830078
	Iteration 19Q: 3 clusters Score -811367.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -811369.375000 Penalty: 2968.830078
	Iteration 20F: 3 clusters Score -811369.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -811370.187500 Penalty: 2968.830078
	Iteration 21Q: 3 clusters Score -811370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -811372.375000 Penalty: 2968.830078
	Iteration 22Q: 3 clusters Score -811372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -811371.437500 Penalty: 2968.830078
	Iteration 23Q: 3 clusters Score -811371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -811372.812500 Penalty: 2968.830078
	Iteration 24Q: 3 clusters Score -811372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -811372.812500 Penalty: 2968.830078
	Iteration 25F: 3 clusters Score -811372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 6843 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Entering Unmasked Estep 
Score: -49622432.000000 Penalty: 47210.628906
Splitting cluster 5 changes total score from -49588464.000000 to -49622432.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -586408.000000 Penalty: 1435.034424
	Iteration 0F: 2 clusters Score -586408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -581352.250000 Penalty: 2870.068848
	Iteration 0F: 3 clusters Score -581352.2 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -583309.625000 Penalty: 2870.068848
	Iteration 1F: 3 clusters Score -583309.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -584022.250000 Penalty: 2870.068848
	Iteration 2F: 3 clusters Score -584022.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -584660.187500 Penalty: 2870.068848
	Iteration 3F: 3 clusters Score -584660.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -585148.125000 Penalty: 2870.068848
	Iteration 4F: 3 clusters Score -585148.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -585924.312500 Penalty: 2870.068848
	Iteration 5F: 3 clusters Score -585924.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -587381.125000 Penalty: 2870.068848
	Iteration 6F: 3 clusters Score -587381.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -588899.875000 Penalty: 2870.068848
	Iteration 7F: 3 clusters Score -588899.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -590294.000000 Penalty: 2870.068848
	Iteration 8F: 3 clusters Score -590294 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -591028.125000 Penalty: 2870.068848
	Iteration 9Q: 3 clusters Score -591028.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -591236.437500 Penalty: 2870.068848
	Iteration 10Q: 3 clusters Score -591236.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -591297.250000 Penalty: 2870.068848
	Iteration 11Q: 3 clusters Score -591297.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -591335.875000 Penalty: 2870.068848
	Iteration 12Q: 3 clusters Score -591335.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -591353.187500 Penalty: 2870.068848
	Iteration 13Q: 3 clusters Score -591353.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -591364.000000 Penalty: 2870.068848
	Iteration 14Q: 3 clusters Score -591364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -591371.312500 Penalty: 2870.068848
	Iteration 15Q: 3 clusters Score -591371.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -591379.375000 Penalty: 2870.068848
	Iteration 16Q: 3 clusters Score -591379.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -591386.875000 Penalty: 2870.068848
	Iteration 17Q: 3 clusters Score -591386.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -591390.750000 Penalty: 2870.068848
	Iteration 18Q: 3 clusters Score -591390.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -591396.437500 Penalty: 2870.068848
	Iteration 19Q: 3 clusters Score -591396.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -591401.250000 Penalty: 2870.068848
	Iteration 20F: 3 clusters Score -591401.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -591406.250000 Penalty: 2870.068848
	Iteration 21Q: 3 clusters Score -591406.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -591408.312500 Penalty: 2870.068848
	Iteration 22Q: 3 clusters Score -591408.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -591411.250000 Penalty: 2870.068848
	Iteration 23Q: 3 clusters Score -591411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -591412.750000 Penalty: 2870.068848
	Iteration 24Q: 3 clusters Score -591412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -591413.687500 Penalty: 2870.068848
	Iteration 25Q: 3 clusters Score -591413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -591414.312500 Penalty: 2870.068848
	Iteration 26Q: 3 clusters Score -591414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -591414.250000 Penalty: 2870.068848
	Iteration 27Q: 3 clusters Score -591414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -591414.250000 Penalty: 2870.068848
	Iteration 28F: 3 clusters Score -591414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Entering Unmasked Estep 
Score: -49626540.000000 Penalty: 49356.566406
Splitting cluster 6 changes total score from -49588464.000000 to -49626540.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (10907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Entering Unmasked Estep 
Score: -956563.625000 Penalty: 1510.788574
	Iteration 0F: 2 clusters Score -956563.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -949076.687500 Penalty: 3021.577148
	Iteration 0F: 3 clusters Score -949076.7 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -953455.625000 Penalty: 3021.577148
	Iteration 1F: 3 clusters Score -953455.6 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -955187.062500 Penalty: 3021.577148
	Iteration 2F: 3 clusters Score -955187.1 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -956356.937500 Penalty: 3021.577148
	Iteration 3F: 3 clusters Score -956356.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -957051.125000 Penalty: 3021.577148
	Iteration 4F: 3 clusters Score -957051.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -957497.312500 Penalty: 3021.577148
	Iteration 5Q: 3 clusters Score -957497.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -957895.750000 Penalty: 3021.577148
	Iteration 6Q: 3 clusters Score -957895.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -958356.375000 Penalty: 3021.577148
	Iteration 7Q: 3 clusters Score -958356.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -958940.437500 Penalty: 3021.577148
	Iteration 8Q: 3 clusters Score -958940.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -959557.687500 Penalty: 3021.577148
	Iteration 9Q: 3 clusters Score -959557.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -959987.000000 Penalty: 3021.577148
	Iteration 10Q: 3 clusters Score -959987 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -960274.937500 Penalty: 3021.577148
	Iteration 11Q: 3 clusters Score -960274.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -960470.062500 Penalty: 3021.577148
	Iteration 12Q: 3 clusters Score -960470.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -960581.062500 Penalty: 3021.577148
	Iteration 13Q: 3 clusters Score -960581.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -960643.812500 Penalty: 3021.577148
	Iteration 14Q: 3 clusters Score -960643.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -960695.187500 Penalty: 3021.577148
	Iteration 15Q: 3 clusters Score -960695.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -960720.812500 Penalty: 3021.577148
	Iteration 16Q: 3 clusters Score -960720.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -960744.125000 Penalty: 3021.577148
	Iteration 17Q: 3 clusters Score -960744.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -960753.437500 Penalty: 3021.577148
	Iteration 18Q: 3 clusters Score -960753.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -960765.312500 Penalty: 3021.577148
	Iteration 19Q: 3 clusters Score -960765.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -960853.562500 Penalty: 3021.577148
	Iteration 20F: 3 clusters Score -960853.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -960909.125000 Penalty: 3021.577148
	Iteration 21Q: 3 clusters Score -960909.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -960965.937500 Penalty: 3021.577148
	Iteration 22Q: 3 clusters Score -960965.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -961024.687500 Penalty: 3021.577148
	Iteration 23Q: 3 clusters Score -961024.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -961082.687500 Penalty: 3021.577148
	Iteration 24Q: 3 clusters Score -961082.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -961139.437500 Penalty: 3021.577148
	Iteration 25Q: 3 clusters Score -961139.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -961200.125000 Penalty: 3021.577148
	Iteration 26Q: 3 clusters Score -961200.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -961260.250000 Penalty: 3021.577148
	Iteration 27Q: 3 clusters Score -961260.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -961301.562500 Penalty: 3021.577148
	Iteration 28Q: 3 clusters Score -961301.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -961337.062500 Penalty: 3021.577148
	Iteration 29Q: 3 clusters Score -961337.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -961361.187500 Penalty: 3021.577148
	Iteration 30Q: 3 clusters Score -961361.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -961388.750000 Penalty: 3021.577148
	Iteration 31Q: 3 clusters Score -961388.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -961411.187500 Penalty: 3021.577148
	Iteration 32Q: 3 clusters Score -961411.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -961423.250000 Penalty: 3021.577148
	Iteration 33Q: 3 clusters Score -961423.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -961443.125000 Penalty: 3021.577148
	Iteration 34Q: 3 clusters Score -961443.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -961462.687500 Penalty: 3021.577148
	Iteration 35Q: 3 clusters Score -961462.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -961494.375000 Penalty: 3021.577148
	Iteration 36Q: 3 clusters Score -961494.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -961558.312500 Penalty: 3021.577148
	Iteration 37Q: 3 clusters Score -961558.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -961644.312500 Penalty: 3021.577148
	Iteration 38Q: 3 clusters Score -961644.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -961757.312500 Penalty: 3021.577148
	Iteration 39Q: 3 clusters Score -961757.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -961943.500000 Penalty: 3021.577148
	Iteration 40F: 3 clusters Score -961943.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -962141.312500 Penalty: 3021.577148
	Iteration 41Q: 3 clusters Score -962141.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -962316.062500 Penalty: 3021.577148
	Iteration 42Q: 3 clusters Score -962316.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -962412.000000 Penalty: 3021.577148
	Iteration 43Q: 3 clusters Score -962412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -962459.687500 Penalty: 3021.577148
	Iteration 44Q: 3 clusters Score -962459.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -962481.375000 Penalty: 3021.577148
	Iteration 45Q: 3 clusters Score -962481.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -962500.812500 Penalty: 3021.577148
	Iteration 46Q: 3 clusters Score -962500.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -962511.062500 Penalty: 3021.577148
	Iteration 47Q: 3 clusters Score -962511.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -962518.625000 Penalty: 3021.577148
	Iteration 48Q: 3 clusters Score -962518.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -962522.250000 Penalty: 3021.577148
	Iteration 49Q: 3 clusters Score -962522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -962522.625000 Penalty: 3021.577148
	Iteration 50Q: 3 clusters Score -962522.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -962527.312500 Penalty: 3021.577148
	Iteration 51Q: 3 clusters Score -962527.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -962528.062500 Penalty: 3021.577148
	Iteration 52Q: 3 clusters Score -962528.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -962530.250000 Penalty: 3021.577148
	Iteration 53Q: 3 clusters Score -962530.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -962531.500000 Penalty: 3021.577148
	Iteration 54Q: 3 clusters Score -962531.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -962531.750000 Penalty: 3021.577148
	Iteration 55Q: 3 clusters Score -962531.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -962533.937500 Penalty: 3021.577148
	Iteration 56Q: 3 clusters Score -962533.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -962537.562500 Penalty: 3021.577148
	Iteration 57Q: 3 clusters Score -962537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -962537.687500 Penalty: 3021.577148
	Iteration 58Q: 3 clusters Score -962537.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -962538.125000 Penalty: 3021.577148
	Iteration 59Q: 3 clusters Score -962538.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -962538.500000 Penalty: 3021.577148
	Iteration 60F: 3 clusters Score -962538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -962539.812500 Penalty: 3021.577148
	Iteration 61Q: 3 clusters Score -962539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -962539.000000 Penalty: 3021.577148
	Iteration 62Q: 3 clusters Score -962539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -962539.250000 Penalty: 3021.577148
	Iteration 63Q: 3 clusters Score -962539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -962539.687500 Penalty: 3021.577148
	Iteration 64Q: 3 clusters Score -962539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -962540.375000 Penalty: 3021.577148
	Iteration 65Q: 3 clusters Score -962540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -962540.250000 Penalty: 3021.577148
	Iteration 66Q: 3 clusters Score -962540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -962542.250000 Penalty: 3021.577148
	Iteration 67Q: 3 clusters Score -962542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -962542.187500 Penalty: 3021.577148
	Iteration 68Q: 3 clusters Score -962542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -962542.187500 Penalty: 3021.577148
	Iteration 69F: 3 clusters Score -962542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Entering Unmasked Estep 
Score: -49631900.000000 Penalty: 51502.503906
Splitting cluster 7 changes total score from -49588464.000000 to -49631900.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (39322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Entering Unmasked Estep 
Score: -3785603.750000 Penalty: 1719.175171
	Iteration 0F: 2 clusters Score -3785604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3764555.500000 Penalty: 3438.350342
	Iteration 0F: 3 clusters Score -3764556 nChanged 18406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3775161.250000 Penalty: 3438.350342
	Iteration 1F: 3 clusters Score -3775161 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3775966.500000 Penalty: 3438.350342
	Iteration 2F: 3 clusters Score -3775966 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3776868.000000 Penalty: 3438.350342
	Iteration 3F: 3 clusters Score -3776868 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3777989.500000 Penalty: 3438.350342
	Iteration 4F: 3 clusters Score -3777990 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3779298.250000 Penalty: 3438.350342
	Iteration 5F: 3 clusters Score -3779298 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3780667.500000 Penalty: 3438.350342
	Iteration 6F: 3 clusters Score -3780668 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3781919.250000 Penalty: 3438.350342
	Iteration 7F: 3 clusters Score -3781919 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3783064.500000 Penalty: 3438.350342
	Iteration 8F: 3 clusters Score -3783064 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3784039.250000 Penalty: 3438.350342
	Iteration 9Q: 3 clusters Score -3784039 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3784943.500000 Penalty: 3438.350342
	Iteration 10Q: 3 clusters Score -3784944 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3785749.500000 Penalty: 3438.350342
	Iteration 11Q: 3 clusters Score -3785750 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3786326.750000 Penalty: 3438.350342
	Iteration 12Q: 3 clusters Score -3786327 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3786665.750000 Penalty: 3438.350342
	Iteration 13Q: 3 clusters Score -3786666 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3786802.750000 Penalty: 3438.350342
	Iteration 14Q: 3 clusters Score -3786803 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3786905.000000 Penalty: 3438.350342
	Iteration 15Q: 3 clusters Score -3786905 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3786978.250000 Penalty: 3438.350342
	Iteration 16Q: 3 clusters Score -3786978 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3786993.750000 Penalty: 3438.350342
	Iteration 17Q: 3 clusters Score -3786994 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3787042.750000 Penalty: 3438.350342
	Iteration 18Q: 3 clusters Score -3787043 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3787080.750000 Penalty: 3438.350342
	Iteration 19Q: 3 clusters Score -3787081 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3787110.250000 Penalty: 3438.350342
	Iteration 20F: 3 clusters Score -3787110 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3787117.750000 Penalty: 3438.350342
	Iteration 21Q: 3 clusters Score -3787118 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3787124.500000 Penalty: 3438.350342
	Iteration 22Q: 3 clusters Score -3787124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3787133.750000 Penalty: 3438.350342
	Iteration 23Q: 3 clusters Score -3787134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3787130.500000 Penalty: 3438.350342
	Iteration 24Q: 3 clusters Score -3787130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3787151.500000 Penalty: 3438.350342
	Iteration 25Q: 3 clusters Score -3787152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3787157.500000 Penalty: 3438.350342
	Iteration 26Q: 3 clusters Score -3787158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3787155.250000 Penalty: 3438.350342
	Iteration 27Q: 3 clusters Score -3787155 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3787172.250000 Penalty: 3438.350342
	Iteration 28Q: 3 clusters Score -3787172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3787172.500000 Penalty: 3438.350342
	Iteration 29Q: 3 clusters Score -3787172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3787183.500000 Penalty: 3438.350342
	Iteration 30Q: 3 clusters Score -3787184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3787191.000000 Penalty: 3438.350342
	Iteration 31Q: 3 clusters Score -3787191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3787203.500000 Penalty: 3438.350342
	Iteration 32Q: 3 clusters Score -3787204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3787205.750000 Penalty: 3438.350342
	Iteration 33Q: 3 clusters Score -3787206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3787212.500000 Penalty: 3438.350342
	Iteration 34Q: 3 clusters Score -3787212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3787219.750000 Penalty: 3438.350342
	Iteration 35Q: 3 clusters Score -3787220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3787217.750000 Penalty: 3438.350342
	Iteration 36Q: 3 clusters Score -3787218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3787219.750000 Penalty: 3438.350342
	Iteration 37Q: 3 clusters Score -3787220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3787206.000000 Penalty: 3438.350342
	Iteration 38Q: 3 clusters Score -3787206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3787202.500000 Penalty: 3438.350342
	Iteration 39Q: 3 clusters Score -3787202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3787203.750000 Penalty: 3438.350342
	Iteration 40F: 3 clusters Score -3787204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3787201.500000 Penalty: 3438.350342
	Iteration 41Q: 3 clusters Score -3787202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3787205.000000 Penalty: 3438.350342
	Iteration 42Q: 3 clusters Score -3787205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3787204.000000 Penalty: 3438.350342
	Iteration 43Q: 3 clusters Score -3787204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3787209.750000 Penalty: 3438.350342
	Iteration 44Q: 3 clusters Score -3787210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3787203.500000 Penalty: 3438.350342
	Iteration 45Q: 3 clusters Score -3787204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3787206.250000 Penalty: 3438.350342
	Iteration 46Q: 3 clusters Score -3787206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3787200.000000 Penalty: 3438.350342
	Iteration 47Q: 3 clusters Score -3787200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3787213.750000 Penalty: 3438.350342
	Iteration 48Q: 3 clusters Score -3787214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3787218.750000 Penalty: 3438.350342
	Iteration 49Q: 3 clusters Score -3787219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3787208.250000 Penalty: 3438.350342
	Iteration 50Q: 3 clusters Score -3787208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3787207.000000 Penalty: 3438.350342
	Iteration 51Q: 3 clusters Score -3787207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3787210.250000 Penalty: 3438.350342
	Iteration 52Q: 3 clusters Score -3787210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3787210.000000 Penalty: 3438.350342
	Iteration 53Q: 3 clusters Score -3787210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3787206.750000 Penalty: 3438.350342
	Iteration 54Q: 3 clusters Score -3787207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3787208.250000 Penalty: 3438.350342
	Iteration 55Q: 3 clusters Score -3787208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3787200.000000 Penalty: 3438.350342
	Iteration 56Q: 3 clusters Score -3787200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3787206.500000 Penalty: 3438.350342
	Iteration 57Q: 3 clusters Score -3787206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3787201.500000 Penalty: 3438.350342
	Iteration 58Q: 3 clusters Score -3787202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3787200.000000 Penalty: 3438.350342
	Iteration 59Q: 3 clusters Score -3787200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3787204.500000 Penalty: 3438.350342
	Iteration 60F: 3 clusters Score -3787204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -3787196.750000 Penalty: 3438.350342
	Iteration 61Q: 3 clusters Score -3787197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3787189.250000 Penalty: 3438.350342
	Iteration 62Q: 3 clusters Score -3787189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3787189.750000 Penalty: 3438.350342
	Iteration 63Q: 3 clusters Score -3787190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3787189.250000 Penalty: 3438.350342
	Iteration 64Q: 3 clusters Score -3787189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3787191.250000 Penalty: 3438.350342
	Iteration 65Q: 3 clusters Score -3787191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3787190.250000 Penalty: 3438.350342
	Iteration 66Q: 3 clusters Score -3787190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3787198.250000 Penalty: 3438.350342
	Iteration 67Q: 3 clusters Score -3787198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3787200.250000 Penalty: 3438.350342
	Iteration 68Q: 3 clusters Score -3787200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3787201.750000 Penalty: 3438.350342
	Iteration 69Q: 3 clusters Score -3787202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -3787193.250000 Penalty: 3438.350342
	Iteration 70Q: 3 clusters Score -3787193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3787193.750000 Penalty: 3438.350342
	Iteration 71Q: 3 clusters Score -3787194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -3787189.000000 Penalty: 3438.350342
	Iteration 72Q: 3 clusters Score -3787189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3787191.750000 Penalty: 3438.350342
	Iteration 73Q: 3 clusters Score -3787192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3787193.000000 Penalty: 3438.350342
	Iteration 74Q: 3 clusters Score -3787193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3787182.750000 Penalty: 3438.350342
	Iteration 75Q: 3 clusters Score -3787183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3787182.250000 Penalty: 3438.350342
	Iteration 76Q: 3 clusters Score -3787182 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3787187.500000 Penalty: 3438.350342
	Iteration 77Q: 3 clusters Score -3787188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3787199.000000 Penalty: 3438.350342
	Iteration 78Q: 3 clusters Score -3787199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3787228.250000 Penalty: 3438.350342
	Iteration 79Q: 3 clusters Score -3787228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3787243.500000 Penalty: 3438.350342
	Iteration 80F: 3 clusters Score -3787244 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3787264.250000 Penalty: 3438.350342
	Iteration 81Q: 3 clusters Score -3787264 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3787284.000000 Penalty: 3438.350342
	Iteration 82Q: 3 clusters Score -3787284 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3787305.250000 Penalty: 3438.350342
	Iteration 83Q: 3 clusters Score -3787305 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3787330.500000 Penalty: 3438.350342
	Iteration 84Q: 3 clusters Score -3787330 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3787377.250000 Penalty: 3438.350342
	Iteration 85Q: 3 clusters Score -3787377 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3787457.750000 Penalty: 3438.350342
	Iteration 86Q: 3 clusters Score -3787458 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3787543.250000 Penalty: 3438.350342
	Iteration 87Q: 3 clusters Score -3787543 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3787619.500000 Penalty: 3438.350342
	Iteration 88Q: 3 clusters Score -3787620 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3787709.000000 Penalty: 3438.350342
	Iteration 89Q: 3 clusters Score -3787709 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3787816.250000 Penalty: 3438.350342
	Iteration 90Q: 3 clusters Score -3787816 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3787954.500000 Penalty: 3438.350342
	Iteration 91Q: 3 clusters Score -3787954 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3788071.750000 Penalty: 3438.350342
	Iteration 92Q: 3 clusters Score -3788072 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3788210.750000 Penalty: 3438.350342
	Iteration 93Q: 3 clusters Score -3788211 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3788325.750000 Penalty: 3438.350342
	Iteration 94Q: 3 clusters Score -3788326 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3788446.500000 Penalty: 3438.350342
	Iteration 95Q: 3 clusters Score -3788446 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3788561.000000 Penalty: 3438.350342
	Iteration 96Q: 3 clusters Score -3788561 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3788672.250000 Penalty: 3438.350342
	Iteration 97Q: 3 clusters Score -3788672 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3788786.000000 Penalty: 3438.350342
	Iteration 98Q: 3 clusters Score -3788786 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3788848.500000 Penalty: 3438.350342
	Iteration 99Q: 3 clusters Score -3788848 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3788966.750000 Penalty: 3438.350342
	Iteration 100F: 3 clusters Score -3788967 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3789041.750000 Penalty: 3438.350342
	Iteration 101Q: 3 clusters Score -3789042 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3789141.750000 Penalty: 3438.350342
	Iteration 102Q: 3 clusters Score -3789142 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3789205.500000 Penalty: 3438.350342
	Iteration 103Q: 3 clusters Score -3789206 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3789256.000000 Penalty: 3438.350342
	Iteration 104Q: 3 clusters Score -3789256 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3789311.000000 Penalty: 3438.350342
	Iteration 105Q: 3 clusters Score -3789311 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -3789351.500000 Penalty: 3438.350342
	Iteration 106Q: 3 clusters Score -3789352 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3789409.000000 Penalty: 3438.350342
	Iteration 107Q: 3 clusters Score -3789409 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3789462.000000 Penalty: 3438.350342
	Iteration 108Q: 3 clusters Score -3789462 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3789504.000000 Penalty: 3438.350342
	Iteration 109Q: 3 clusters Score -3789504 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3789540.000000 Penalty: 3438.350342
	Iteration 110Q: 3 clusters Score -3789540 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3789580.750000 Penalty: 3438.350342
	Iteration 111Q: 3 clusters Score -3789581 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3789621.000000 Penalty: 3438.350342
	Iteration 112Q: 3 clusters Score -3789621 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3789658.500000 Penalty: 3438.350342
	Iteration 113Q: 3 clusters Score -3789658 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3789697.500000 Penalty: 3438.350342
	Iteration 114Q: 3 clusters Score -3789698 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3789737.000000 Penalty: 3438.350342
	Iteration 115Q: 3 clusters Score -3789737 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3789759.250000 Penalty: 3438.350342
	Iteration 116Q: 3 clusters Score -3789759 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3789792.250000 Penalty: 3438.350342
	Iteration 117Q: 3 clusters Score -3789792 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3789834.500000 Penalty: 3438.350342
	Iteration 118Q: 3 clusters Score -3789834 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3789886.250000 Penalty: 3438.350342
	Iteration 119Q: 3 clusters Score -3789886 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3789922.500000 Penalty: 3438.350342
	Iteration 120F: 3 clusters Score -3789922 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3789951.500000 Penalty: 3438.350342
	Iteration 121Q: 3 clusters Score -3789952 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3789985.000000 Penalty: 3438.350342
	Iteration 122Q: 3 clusters Score -3789985 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3790023.000000 Penalty: 3438.350342
	Iteration 123Q: 3 clusters Score -3790023 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3790065.250000 Penalty: 3438.350342
	Iteration 124Q: 3 clusters Score -3790065 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3790097.750000 Penalty: 3438.350342
	Iteration 125Q: 3 clusters Score -3790098 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3790121.000000 Penalty: 3438.350342
	Iteration 126Q: 3 clusters Score -3790121 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3790141.250000 Penalty: 3438.350342
	Iteration 127Q: 3 clusters Score -3790141 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3790189.500000 Penalty: 3438.350342
	Iteration 128Q: 3 clusters Score -3790190 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3790204.000000 Penalty: 3438.350342
	Iteration 129Q: 3 clusters Score -3790204 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3790214.500000 Penalty: 3438.350342
	Iteration 130Q: 3 clusters Score -3790214 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3790227.000000 Penalty: 3438.350342
	Iteration 131Q: 3 clusters Score -3790227 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3790259.000000 Penalty: 3438.350342
	Iteration 132Q: 3 clusters Score -3790259 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3790272.250000 Penalty: 3438.350342
	Iteration 133Q: 3 clusters Score -3790272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3790283.500000 Penalty: 3438.350342
	Iteration 134Q: 3 clusters Score -3790284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3790291.500000 Penalty: 3438.350342
	Iteration 135Q: 3 clusters Score -3790292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3790292.750000 Penalty: 3438.350342
	Iteration 136Q: 3 clusters Score -3790293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3790299.250000 Penalty: 3438.350342
	Iteration 137Q: 3 clusters Score -3790299 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3790301.000000 Penalty: 3438.350342
	Iteration 138Q: 3 clusters Score -3790301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3790302.750000 Penalty: 3438.350342
	Iteration 139Q: 3 clusters Score -3790303 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3790291.000000 Penalty: 3438.350342
	Iteration 140F: 3 clusters Score -3790291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3790292.250000 Penalty: 3438.350342
	Iteration 141Q: 3 clusters Score -3790292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3790311.000000 Penalty: 3438.350342
	Iteration 142Q: 3 clusters Score -3790311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3790311.500000 Penalty: 3438.350342
	Iteration 143Q: 3 clusters Score -3790312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3790304.250000 Penalty: 3438.350342
	Iteration 144Q: 3 clusters Score -3790304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3790318.500000 Penalty: 3438.350342
	Iteration 145Q: 3 clusters Score -3790318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3790308.500000 Penalty: 3438.350342
	Iteration 146Q: 3 clusters Score -3790308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3790309.750000 Penalty: 3438.350342
	Iteration 147Q: 3 clusters Score -3790310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3790317.250000 Penalty: 3438.350342
	Iteration 148Q: 3 clusters Score -3790317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3790315.750000 Penalty: 3438.350342
	Iteration 149Q: 3 clusters Score -3790316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3790317.250000 Penalty: 3438.350342
	Iteration 150Q: 3 clusters Score -3790317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3790322.750000 Penalty: 3438.350342
	Iteration 151Q: 3 clusters Score -3790323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3790322.000000 Penalty: 3438.350342
	Iteration 152Q: 3 clusters Score -3790322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3790320.750000 Penalty: 3438.350342
	Iteration 153Q: 3 clusters Score -3790321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3790320.250000 Penalty: 3438.350342
	Iteration 154Q: 3 clusters Score -3790320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3790321.750000 Penalty: 3438.350342
	Iteration 155Q: 3 clusters Score -3790322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3790324.750000 Penalty: 3438.350342
	Iteration 156Q: 3 clusters Score -3790325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3790322.250000 Penalty: 3438.350342
	Iteration 157Q: 3 clusters Score -3790322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3790329.000000 Penalty: 3438.350342
	Iteration 158Q: 3 clusters Score -3790329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3790328.250000 Penalty: 3438.350342
	Iteration 159Q: 3 clusters Score -3790328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3790327.500000 Penalty: 3438.350342
	Iteration 160F: 3 clusters Score -3790328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3790323.250000 Penalty: 3438.350342
	Iteration 161Q: 3 clusters Score -3790323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3790334.000000 Penalty: 3438.350342
	Iteration 162Q: 3 clusters Score -3790334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3790343.000000 Penalty: 3438.350342
	Iteration 163Q: 3 clusters Score -3790343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3790342.250000 Penalty: 3438.350342
	Iteration 164Q: 3 clusters Score -3790342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3790343.500000 Penalty: 3438.350342
	Iteration 165Q: 3 clusters Score -3790344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3790350.000000 Penalty: 3438.350342
	Iteration 166Q: 3 clusters Score -3790350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3790342.750000 Penalty: 3438.350342
	Iteration 167Q: 3 clusters Score -3790343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3790338.750000 Penalty: 3438.350342
	Iteration 168Q: 3 clusters Score -3790339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3790345.750000 Penalty: 3438.350342
	Iteration 169Q: 3 clusters Score -3790346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3790343.500000 Penalty: 3438.350342
	Iteration 170Q: 3 clusters Score -3790344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3790344.000000 Penalty: 3438.350342
	Iteration 171Q: 3 clusters Score -3790344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3790338.500000 Penalty: 3438.350342
	Iteration 172Q: 3 clusters Score -3790338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3790341.000000 Penalty: 3438.350342
	Iteration 173Q: 3 clusters Score -3790341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3790342.000000 Penalty: 3438.350342
	Iteration 174Q: 3 clusters Score -3790342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3790349.500000 Penalty: 3438.350342
	Iteration 175Q: 3 clusters Score -3790350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3790343.000000 Penalty: 3438.350342
	Iteration 176Q: 3 clusters Score -3790343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3790341.250000 Penalty: 3438.350342
	Iteration 177Q: 3 clusters Score -3790341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3790342.250000 Penalty: 3438.350342
	Iteration 178Q: 3 clusters Score -3790342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3790338.500000 Penalty: 3438.350342
	Iteration 179Q: 3 clusters Score -3790338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3790343.000000 Penalty: 3438.350342
	Iteration 180F: 3 clusters Score -3790343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3790345.000000 Penalty: 3438.350342
	Iteration 181Q: 3 clusters Score -3790345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3790345.250000 Penalty: 3438.350342
	Iteration 182Q: 3 clusters Score -3790345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3790344.250000 Penalty: 3438.350342
	Iteration 183Q: 3 clusters Score -3790344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3790337.500000 Penalty: 3438.350342
	Iteration 184Q: 3 clusters Score -3790338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3790336.500000 Penalty: 3438.350342
	Iteration 185Q: 3 clusters Score -3790336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3790340.250000 Penalty: 3438.350342
	Iteration 186Q: 3 clusters Score -3790340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3790338.000000 Penalty: 3438.350342
	Iteration 187Q: 3 clusters Score -3790338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3790333.250000 Penalty: 3438.350342
	Iteration 188Q: 3 clusters Score -3790333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3790331.500000 Penalty: 3438.350342
	Iteration 189Q: 3 clusters Score -3790332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3790328.750000 Penalty: 3438.350342
	Iteration 190Q: 3 clusters Score -3790329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3790324.750000 Penalty: 3438.350342
	Iteration 191Q: 3 clusters Score -3790325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3790323.000000 Penalty: 3438.350342
	Iteration 192Q: 3 clusters Score -3790323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3790321.750000 Penalty: 3438.350342
	Iteration 193Q: 3 clusters Score -3790322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3790321.000000 Penalty: 3438.350342
	Iteration 194Q: 3 clusters Score -3790321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3790323.750000 Penalty: 3438.350342
	Iteration 195Q: 3 clusters Score -3790324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3790324.250000 Penalty: 3438.350342
	Iteration 196Q: 3 clusters Score -3790324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3790326.500000 Penalty: 3438.350342
	Iteration 197Q: 3 clusters Score -3790326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3790323.250000 Penalty: 3438.350342
	Iteration 198Q: 3 clusters Score -3790323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3790319.000000 Penalty: 3438.350342
	Iteration 199Q: 3 clusters Score -3790319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3790322.750000 Penalty: 3438.350342
	Iteration 200F: 3 clusters Score -3790323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3790325.000000 Penalty: 3438.350342
	Iteration 201Q: 3 clusters Score -3790325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3790324.250000 Penalty: 3438.350342
	Iteration 202Q: 3 clusters Score -3790324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3790328.500000 Penalty: 3438.350342
	Iteration 203Q: 3 clusters Score -3790328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3790327.250000 Penalty: 3438.350342
	Iteration 204Q: 3 clusters Score -3790327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3790328.500000 Penalty: 3438.350342
	Iteration 205Q: 3 clusters Score -3790328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3790328.500000 Penalty: 3438.350342
	Iteration 206F: 3 clusters Score -3790328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 14318 members 
Entering Unmasked Estep 
Score: -49636140.000000 Penalty: 53648.441406
Splitting cluster 8 changes total score from -49588464.000000 to -49636140.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (18233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Entering Unmasked Estep 
Score: -1699549.375000 Penalty: 1594.285645
	Iteration 0F: 2 clusters Score -1699549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1687093.875000 Penalty: 3188.571289
	Iteration 0F: 3 clusters Score -1687094 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1691909.625000 Penalty: 3188.571289
	Iteration 1F: 3 clusters Score -1691910 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1692860.250000 Penalty: 3188.571289
	Iteration 2F: 3 clusters Score -1692860 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1694209.500000 Penalty: 3188.571289
	Iteration 3F: 3 clusters Score -1694210 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1695628.500000 Penalty: 3188.571289
	Iteration 4F: 3 clusters Score -1695628 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1696768.375000 Penalty: 3188.571289
	Iteration 5F: 3 clusters Score -1696768 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1697518.625000 Penalty: 3188.571289
	Iteration 6F: 3 clusters Score -1697519 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1698082.250000 Penalty: 3188.571289
	Iteration 7Q: 3 clusters Score -1698082 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1698688.875000 Penalty: 3188.571289
	Iteration 8Q: 3 clusters Score -1698689 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1699265.750000 Penalty: 3188.571289
	Iteration 9Q: 3 clusters Score -1699266 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1699543.500000 Penalty: 3188.571289
	Iteration 10Q: 3 clusters Score -1699544 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1699640.375000 Penalty: 3188.571289
	Iteration 11Q: 3 clusters Score -1699640 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1699677.000000 Penalty: 3188.571289
	Iteration 12Q: 3 clusters Score -1699677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1699692.750000 Penalty: 3188.571289
	Iteration 13Q: 3 clusters Score -1699693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1699699.125000 Penalty: 3188.571289
	Iteration 14Q: 3 clusters Score -1699699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1699705.000000 Penalty: 3188.571289
	Iteration 15Q: 3 clusters Score -1699705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1699708.750000 Penalty: 3188.571289
	Iteration 16Q: 3 clusters Score -1699709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1699713.375000 Penalty: 3188.571289
	Iteration 17Q: 3 clusters Score -1699713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1699714.000000 Penalty: 3188.571289
	Iteration 18Q: 3 clusters Score -1699714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1699713.500000 Penalty: 3188.571289
	Iteration 19Q: 3 clusters Score -1699714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1699713.875000 Penalty: 3188.571289
	Iteration 20F: 3 clusters Score -1699714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1699712.625000 Penalty: 3188.571289
	Iteration 21Q: 3 clusters Score -1699713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1699713.375000 Penalty: 3188.571289
	Iteration 22Q: 3 clusters Score -1699713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1699713.250000 Penalty: 3188.571289
	Iteration 23Q: 3 clusters Score -1699713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1699715.750000 Penalty: 3188.571289
	Iteration 24Q: 3 clusters Score -1699716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1699715.750000 Penalty: 3188.571289
	Iteration 25F: 3 clusters Score -1699716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 14318 members 
Mstep: Class 26 contains 16330 members 
Entering Unmasked Estep 
Score: -49635824.000000 Penalty: 55794.378906
Splitting cluster 10 changes total score from -49588464.000000 to -49635824.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (6579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Entering Unmasked Estep 
Score: -592409.687500 Penalty: 1428.641235
	Iteration 0F: 2 clusters Score -592409.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -587388.000000 Penalty: 2857.282471
	Iteration 0F: 3 clusters Score -587388 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -588958.000000 Penalty: 2857.282471
	Iteration 1F: 3 clusters Score -588958 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -589168.875000 Penalty: 2857.282471
	Iteration 2F: 3 clusters Score -589168.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -589321.125000 Penalty: 2857.282471
	Iteration 3F: 3 clusters Score -589321.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -589443.250000 Penalty: 2857.282471
	Iteration 4Q: 3 clusters Score -589443.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -589558.625000 Penalty: 2857.282471
	Iteration 5Q: 3 clusters Score -589558.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -589683.500000 Penalty: 2857.282471
	Iteration 6Q: 3 clusters Score -589683.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -589882.812500 Penalty: 2857.282471
	Iteration 7Q: 3 clusters Score -589882.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -590284.125000 Penalty: 2857.282471
	Iteration 8Q: 3 clusters Score -590284.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -590847.062500 Penalty: 2857.282471
	Iteration 9F: 3 clusters Score -590847.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -591307.937500 Penalty: 2857.282471
	Iteration 10F: 3 clusters Score -591307.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -591600.500000 Penalty: 2857.282471
	Iteration 11F: 3 clusters Score -591600.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -591804.812500 Penalty: 2857.282471
	Iteration 12Q: 3 clusters Score -591804.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -591906.312500 Penalty: 2857.282471
	Iteration 13Q: 3 clusters Score -591906.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -591981.562500 Penalty: 2857.282471
	Iteration 14Q: 3 clusters Score -591981.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -592044.437500 Penalty: 2857.282471
	Iteration 15Q: 3 clusters Score -592044.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -592110.187500 Penalty: 2857.282471
	Iteration 16Q: 3 clusters Score -592110.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -592189.250000 Penalty: 2857.282471
	Iteration 17Q: 3 clusters Score -592189.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -592267.125000 Penalty: 2857.282471
	Iteration 18Q: 3 clusters Score -592267.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -592335.125000 Penalty: 2857.282471
	Iteration 19Q: 3 clusters Score -592335.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -592388.125000 Penalty: 2857.282471
	Iteration 20F: 3 clusters Score -592388.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -592436.312500 Penalty: 2857.282471
	Iteration 21Q: 3 clusters Score -592436.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -592467.562500 Penalty: 2857.282471
	Iteration 22Q: 3 clusters Score -592467.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -592490.562500 Penalty: 2857.282471
	Iteration 23Q: 3 clusters Score -592490.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -592512.062500 Penalty: 2857.282471
	Iteration 24Q: 3 clusters Score -592512.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -592530.500000 Penalty: 2857.282471
	Iteration 25Q: 3 clusters Score -592530.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -592540.562500 Penalty: 2857.282471
	Iteration 26Q: 3 clusters Score -592540.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -592550.937500 Penalty: 2857.282471
	Iteration 27Q: 3 clusters Score -592550.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -592555.312500 Penalty: 2857.282471
	Iteration 28Q: 3 clusters Score -592555.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -592560.312500 Penalty: 2857.282471
	Iteration 29Q: 3 clusters Score -592560.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -592564.375000 Penalty: 2857.282471
	Iteration 30Q: 3 clusters Score -592564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -592569.812500 Penalty: 2857.282471
	Iteration 31Q: 3 clusters Score -592569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -592570.000000 Penalty: 2857.282471
	Iteration 32Q: 3 clusters Score -592570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -592571.437500 Penalty: 2857.282471
	Iteration 33Q: 3 clusters Score -592571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -592572.687500 Penalty: 2857.282471
	Iteration 34Q: 3 clusters Score -592572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -592573.437500 Penalty: 2857.282471
	Iteration 35Q: 3 clusters Score -592573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -592574.750000 Penalty: 2857.282471
	Iteration 36Q: 3 clusters Score -592574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -592576.062500 Penalty: 2857.282471
	Iteration 37Q: 3 clusters Score -592576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -592576.187500 Penalty: 2857.282471
	Iteration 38Q: 3 clusters Score -592576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -592575.625000 Penalty: 2857.282471
	Iteration 39Q: 3 clusters Score -592575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -592575.625000 Penalty: 2857.282471
	Iteration 40F: 3 clusters Score -592575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 14318 members 
Mstep: Class 26 contains 16330 members 
Mstep: Class 27 contains 706 members 
Entering Unmasked Estep 
Score: -49635208.000000 Penalty: 57940.316406
Splitting cluster 11 changes total score from -49588464.000000 to -49635208.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (31150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Entering Unmasked Estep 
Score: -2910891.250000 Penalty: 1681.317505
	Iteration 0F: 2 clusters Score -2910891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2889996.250000 Penalty: 3362.635010
	Iteration 0F: 3 clusters Score -2889996 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2899185.500000 Penalty: 3362.635010
	Iteration 1F: 3 clusters Score -2899186 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2901400.750000 Penalty: 3362.635010
	Iteration 2F: 3 clusters Score -2901401 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2904581.750000 Penalty: 3362.635010
	Iteration 3F: 3 clusters Score -2904582 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2908133.250000 Penalty: 3362.635010
	Iteration 4F: 3 clusters Score -2908133 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2910895.500000 Penalty: 3362.635010
	Iteration 5F: 3 clusters Score -2910896 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2912704.250000 Penalty: 3362.635010
	Iteration 6F: 3 clusters Score -2912704 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2913653.500000 Penalty: 3362.635010
	Iteration 7Q: 3 clusters Score -2913654 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2914076.250000 Penalty: 3362.635010
	Iteration 8Q: 3 clusters Score -2914076 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2914261.000000 Penalty: 3362.635010
	Iteration 9Q: 3 clusters Score -2914261 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2914342.000000 Penalty: 3362.635010
	Iteration 10Q: 3 clusters Score -2914342 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2914380.750000 Penalty: 3362.635010
	Iteration 11Q: 3 clusters Score -2914381 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2914412.250000 Penalty: 3362.635010
	Iteration 12Q: 3 clusters Score -2914412 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2914423.000000 Penalty: 3362.635010
	Iteration 13Q: 3 clusters Score -2914423 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2914429.000000 Penalty: 3362.635010
	Iteration 14Q: 3 clusters Score -2914429 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2914431.250000 Penalty: 3362.635010
	Iteration 15Q: 3 clusters Score -2914431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2914433.000000 Penalty: 3362.635010
	Iteration 16Q: 3 clusters Score -2914433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2914435.750000 Penalty: 3362.635010
	Iteration 17Q: 3 clusters Score -2914436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2914433.250000 Penalty: 3362.635010
	Iteration 18Q: 3 clusters Score -2914433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2914435.000000 Penalty: 3362.635010
	Iteration 19Q: 3 clusters Score -2914435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2914437.000000 Penalty: 3362.635010
	Iteration 20F: 3 clusters Score -2914437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2914441.750000 Penalty: 3362.635010
	Iteration 21Q: 3 clusters Score -2914442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2914447.000000 Penalty: 3362.635010
	Iteration 22Q: 3 clusters Score -2914447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2914443.500000 Penalty: 3362.635010
	Iteration 23Q: 3 clusters Score -2914444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2914447.000000 Penalty: 3362.635010
	Iteration 24Q: 3 clusters Score -2914447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2914451.500000 Penalty: 3362.635010
	Iteration 25Q: 3 clusters Score -2914452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2914452.750000 Penalty: 3362.635010
	Iteration 26Q: 3 clusters Score -2914453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2914453.250000 Penalty: 3362.635010
	Iteration 27Q: 3 clusters Score -2914453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2914453.000000 Penalty: 3362.635010
	Iteration 28Q: 3 clusters Score -2914453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2914451.750000 Penalty: 3362.635010
	Iteration 29Q: 3 clusters Score -2914452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2914452.000000 Penalty: 3362.635010
	Iteration 30Q: 3 clusters Score -2914452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2914450.000000 Penalty: 3362.635010
	Iteration 31Q: 3 clusters Score -2914450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2914455.250000 Penalty: 3362.635010
	Iteration 32Q: 3 clusters Score -2914455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2914454.750000 Penalty: 3362.635010
	Iteration 33Q: 3 clusters Score -2914455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2914454.750000 Penalty: 3362.635010
	Iteration 34Q: 3 clusters Score -2914455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2914453.250000 Penalty: 3362.635010
	Iteration 35Q: 3 clusters Score -2914453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2914455.500000 Penalty: 3362.635010
	Iteration 36Q: 3 clusters Score -2914456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2914454.250000 Penalty: 3362.635010
	Iteration 37Q: 3 clusters Score -2914454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2914454.250000 Penalty: 3362.635010
	Iteration 38Q: 3 clusters Score -2914454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2914454.500000 Penalty: 3362.635010
	Iteration 39Q: 3 clusters Score -2914454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2914454.500000 Penalty: 3362.635010
	Iteration 40F: 3 clusters Score -2914454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 16373 members 
Mstep: Class 13 contains 101897 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 14318 members 
Mstep: Class 26 contains 16330 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 14777 members 
Entering Unmasked Estep 
Score: -49638512.000000 Penalty: 60086.253906
Splitting cluster 12 changes total score from -49588464.000000 to -49638512.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (101897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Entering Unmasked Estep 
Score: -9781224.000000 Penalty: 1873.904053
	Iteration 0F: 2 clusters Score -9781224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -9747118.000000 Penalty: 3747.808105
	Iteration 0F: 3 clusters Score -9747118 nChanged 48682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
Score: -9776030.000000 Penalty: 3747.808105
	Iteration 1F: 3 clusters Score -9776030 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -9777150.000000 Penalty: 3747.808105
	Iteration 2F: 3 clusters Score -9777150 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -9778835.000000 Penalty: 3747.808105
	Iteration 3Q: 3 clusters Score -9778835 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -9781791.000000 Penalty: 3747.808105
	Iteration 4F: 3 clusters Score -9781791 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -9786356.000000 Penalty: 3747.808105
	Iteration 5F: 3 clusters Score -9786356 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -9791969.000000 Penalty: 3747.808105
	Iteration 6F: 3 clusters Score -9791969 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -9795218.000000 Penalty: 3747.808105
	Iteration 7F: 3 clusters Score -9795218 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -9796091.000000 Penalty: 3747.808105
	Iteration 8Q: 3 clusters Score -9796091 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -9796246.000000 Penalty: 3747.808105
	Iteration 9Q: 3 clusters Score -9796246 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -9796416.000000 Penalty: 3747.808105
	Iteration 10Q: 3 clusters Score -9796416 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -9796479.000000 Penalty: 3747.808105
	Iteration 11Q: 3 clusters Score -9796479 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -9796527.000000 Penalty: 3747.808105
	Iteration 12Q: 3 clusters Score -9796527 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -9796632.000000 Penalty: 3747.808105
	Iteration 13Q: 3 clusters Score -9796632 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -9796732.000000 Penalty: 3747.808105
	Iteration 14Q: 3 clusters Score -9796732 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -9796813.000000 Penalty: 3747.808105
	Iteration 15Q: 3 clusters Score -9796813 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -9796925.000000 Penalty: 3747.808105
	Iteration 16Q: 3 clusters Score -9796925 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -9797198.000000 Penalty: 3747.808105
	Iteration 17Q: 3 clusters Score -9797198 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -9797466.000000 Penalty: 3747.808105
	Iteration 18Q: 3 clusters Score -9797466 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -9797745.000000 Penalty: 3747.808105
	Iteration 19Q: 3 clusters Score -9797745 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -9798012.000000 Penalty: 3747.808105
	Iteration 20F: 3 clusters Score -9798012 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -9798457.000000 Penalty: 3747.808105
	Iteration 21Q: 3 clusters Score -9798457 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -9799104.000000 Penalty: 3747.808105
	Iteration 22Q: 3 clusters Score -9799104 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -9799898.000000 Penalty: 3747.808105
	Iteration 23Q: 3 clusters Score -9799898 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -9801037.000000 Penalty: 3747.808105
	Iteration 24Q: 3 clusters Score -9801037 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -9802499.000000 Penalty: 3747.808105
	Iteration 25Q: 3 clusters Score -9802499 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -9804381.000000 Penalty: 3747.808105
	Iteration 26Q: 3 clusters Score -9804381 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -9807040.000000 Penalty: 3747.808105
	Iteration 27Q: 3 clusters Score -9807040 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -9809964.000000 Penalty: 3747.808105
	Iteration 28Q: 3 clusters Score -9809964 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -9812789.000000 Penalty: 3747.808105
	Iteration 29Q: 3 clusters Score -9812789 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -9814862.000000 Penalty: 3747.808105
	Iteration 30Q: 3 clusters Score -9814862 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -9815920.000000 Penalty: 3747.808105
	Iteration 31Q: 3 clusters Score -9815920 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -9816468.000000 Penalty: 3747.808105
	Iteration 32Q: 3 clusters Score -9816468 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -9816780.000000 Penalty: 3747.808105
	Iteration 33Q: 3 clusters Score -9816780 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -9816935.000000 Penalty: 3747.808105
	Iteration 34Q: 3 clusters Score -9816935 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -9816949.000000 Penalty: 3747.808105
	Iteration 35Q: 3 clusters Score -9816949 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -9817006.000000 Penalty: 3747.808105
	Iteration 36Q: 3 clusters Score -9817006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -9817043.000000 Penalty: 3747.808105
	Iteration 37Q: 3 clusters Score -9817043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -9817034.000000 Penalty: 3747.808105
	Iteration 38Q: 3 clusters Score -9817034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -9817051.000000 Penalty: 3747.808105
	Iteration 39Q: 3 clusters Score -9817051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -9817323.000000 Penalty: 3747.808105
	Iteration 40F: 3 clusters Score -9817323 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -9817325.000000 Penalty: 3747.808105
	Iteration 41Q: 3 clusters Score -9817325 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -9817292.000000 Penalty: 3747.808105
	Iteration 42Q: 3 clusters Score -9817292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -9817287.000000 Penalty: 3747.808105
	Iteration 43Q: 3 clusters Score -9817287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -9817286.000000 Penalty: 3747.808105
	Iteration 44Q: 3 clusters Score -9817286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -9817296.000000 Penalty: 3747.808105
	Iteration 45Q: 3 clusters Score -9817296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -9817288.000000 Penalty: 3747.808105
	Iteration 46Q: 3 clusters Score -9817288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -9817289.000000 Penalty: 3747.808105
	Iteration 47Q: 3 clusters Score -9817289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -9817289.000000 Penalty: 3747.808105
	Iteration 48Q: 3 clusters Score -9817289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -9817289.000000 Penalty: 3747.808105
	Iteration 49F: 3 clusters Score -9817289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 16373 members 
Mstep: Class 13 contains 47272 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 14318 members 
Mstep: Class 26 contains 16330 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 14777 members 
Mstep: Class 29 contains 54625 members 
Entering Unmasked Estep 
Score: -49674884.000000 Penalty: 62232.195312
Splitting cluster 13 changes total score from -49588464.000000 to -49674884.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (5458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Entering Unmasked Estep 
Score: -448975.500000 Penalty: 1398.286133
	Iteration 0F: 2 clusters Score -448975.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -444765.656250 Penalty: 2796.572266
	Iteration 0F: 3 clusters Score -444765.7 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -446364.000000 Penalty: 2796.572266
	Iteration 1F: 3 clusters Score -446364 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -446917.906250 Penalty: 2796.572266
	Iteration 2F: 3 clusters Score -446917.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -447419.625000 Penalty: 2796.572266
	Iteration 3F: 3 clusters Score -447419.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -447780.406250 Penalty: 2796.572266
	Iteration 4F: 3 clusters Score -447780.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -448021.406250 Penalty: 2796.572266
	Iteration 5F: 3 clusters Score -448021.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -448176.468750 Penalty: 2796.572266
	Iteration 6Q: 3 clusters Score -448176.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -448277.750000 Penalty: 2796.572266
	Iteration 7Q: 3 clusters Score -448277.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -448403.531250 Penalty: 2796.572266
	Iteration 8Q: 3 clusters Score -448403.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -448505.781250 Penalty: 2796.572266
	Iteration 9Q: 3 clusters Score -448505.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -448600.937500 Penalty: 2796.572266
	Iteration 10Q: 3 clusters Score -448600.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -448707.406250 Penalty: 2796.572266
	Iteration 11Q: 3 clusters Score -448707.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -448797.531250 Penalty: 2796.572266
	Iteration 12Q: 3 clusters Score -448797.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -448884.812500 Penalty: 2796.572266
	Iteration 13Q: 3 clusters Score -448884.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -448970.156250 Penalty: 2796.572266
	Iteration 14Q: 3 clusters Score -448970.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -449043.937500 Penalty: 2796.572266
	Iteration 15Q: 3 clusters Score -449043.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -449103.625000 Penalty: 2796.572266
	Iteration 16Q: 3 clusters Score -449103.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -449162.687500 Penalty: 2796.572266
	Iteration 17Q: 3 clusters Score -449162.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -449210.500000 Penalty: 2796.572266
	Iteration 18Q: 3 clusters Score -449210.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -449234.062500 Penalty: 2796.572266
	Iteration 19Q: 3 clusters Score -449234.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -449258.750000 Penalty: 2796.572266
	Iteration 20F: 3 clusters Score -449258.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -449276.500000 Penalty: 2796.572266
	Iteration 21Q: 3 clusters Score -449276.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -449290.906250 Penalty: 2796.572266
	Iteration 22Q: 3 clusters Score -449290.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -449315.375000 Penalty: 2796.572266
	Iteration 23Q: 3 clusters Score -449315.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -449337.375000 Penalty: 2796.572266
	Iteration 24Q: 3 clusters Score -449337.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -449346.093750 Penalty: 2796.572266
	Iteration 25Q: 3 clusters Score -449346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -449351.062500 Penalty: 2796.572266
	Iteration 26Q: 3 clusters Score -449351.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -449356.062500 Penalty: 2796.572266
	Iteration 27Q: 3 clusters Score -449356.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -449360.687500 Penalty: 2796.572266
	Iteration 28Q: 3 clusters Score -449360.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -449365.500000 Penalty: 2796.572266
	Iteration 29Q: 3 clusters Score -449365.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -449369.218750 Penalty: 2796.572266
	Iteration 30Q: 3 clusters Score -449369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -449373.375000 Penalty: 2796.572266
	Iteration 31Q: 3 clusters Score -449373.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -449378.125000 Penalty: 2796.572266
	Iteration 32Q: 3 clusters Score -449378.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -449381.875000 Penalty: 2796.572266
	Iteration 33Q: 3 clusters Score -449381.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -449389.250000 Penalty: 2796.572266
	Iteration 34Q: 3 clusters Score -449389.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -449393.312500 Penalty: 2796.572266
	Iteration 35Q: 3 clusters Score -449393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -449394.750000 Penalty: 2796.572266
	Iteration 36Q: 3 clusters Score -449394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -449395.593750 Penalty: 2796.572266
	Iteration 37Q: 3 clusters Score -449395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -449395.812500 Penalty: 2796.572266
	Iteration 38Q: 3 clusters Score -449395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -449395.687500 Penalty: 2796.572266
	Iteration 39Q: 3 clusters Score -449395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -449395.687500 Penalty: 2796.572266
	Iteration 40F: 3 clusters Score -449395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 16373 members 
Mstep: Class 13 contains 47272 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 15 contains 49992 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 14318 members 
Mstep: Class 26 contains 16330 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 14777 members 
Mstep: Class 29 contains 54625 members 
Mstep: Class 30 contains 1572 members 
Entering Unmasked Estep 
Score: -49674364.000000 Penalty: 64378.132812
Splitting cluster 14 changes total score from -49588464.000000 to -49674364.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (49992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Entering Unmasked Estep 
Score: -4688092.500000 Penalty: 1758.187988
	Iteration 0F: 2 clusters Score -4688092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -4660247.000000 Penalty: 3516.375977
	Iteration 0F: 3 clusters Score -4660247 nChanged 23399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -4673996.500000 Penalty: 3516.375977
	Iteration 1F: 3 clusters Score -4673996 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4675331.500000 Penalty: 3516.375977
	Iteration 2F: 3 clusters Score -4675332 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4677922.000000 Penalty: 3516.375977
	Iteration 3F: 3 clusters Score -4677922 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4682428.000000 Penalty: 3516.375977
	Iteration 4F: 3 clusters Score -4682428 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4688243.500000 Penalty: 3516.375977
	Iteration 5F: 3 clusters Score -4688244 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4692564.500000 Penalty: 3516.375977
	Iteration 6F: 3 clusters Score -4692564 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -4694781.000000 Penalty: 3516.375977
	Iteration 7F: 3 clusters Score -4694781 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4695915.500000 Penalty: 3516.375977
	Iteration 8Q: 3 clusters Score -4695916 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -4696444.000000 Penalty: 3516.375977
	Iteration 9Q: 3 clusters Score -4696444 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4696594.000000 Penalty: 3516.375977
	Iteration 10Q: 3 clusters Score -4696594 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4696757.500000 Penalty: 3516.375977
	Iteration 11Q: 3 clusters Score -4696758 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4696875.500000 Penalty: 3516.375977
	Iteration 12Q: 3 clusters Score -4696876 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4696983.000000 Penalty: 3516.375977
	Iteration 13Q: 3 clusters Score -4696983 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -4697027.000000 Penalty: 3516.375977
	Iteration 14Q: 3 clusters Score -4697027 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4697058.500000 Penalty: 3516.375977
	Iteration 15Q: 3 clusters Score -4697058 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4697081.000000 Penalty: 3516.375977
	Iteration 16Q: 3 clusters Score -4697081 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4697103.000000 Penalty: 3516.375977
	Iteration 17Q: 3 clusters Score -4697103 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -4697122.000000 Penalty: 3516.375977
	Iteration 18Q: 3 clusters Score -4697122 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -4697115.000000 Penalty: 3516.375977
	Iteration 19Q: 3 clusters Score -4697115 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4697112.000000 Penalty: 3516.375977
	Iteration 20F: 3 clusters Score -4697112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4697113.000000 Penalty: 3516.375977
	Iteration 21Q: 3 clusters Score -4697113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4697127.500000 Penalty: 3516.375977
	Iteration 22Q: 3 clusters Score -4697128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -4697129.000000 Penalty: 3516.375977
	Iteration 23Q: 3 clusters Score -4697129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -4697116.000000 Penalty: 3516.375977
	Iteration 24Q: 3 clusters Score -4697116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4697114.500000 Penalty: 3516.375977
	Iteration 25Q: 3 clusters Score -4697114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4697123.000000 Penalty: 3516.375977
	Iteration 26Q: 3 clusters Score -4697123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -4697119.500000 Penalty: 3516.375977
	Iteration 27Q: 3 clusters Score -4697120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4697127.000000 Penalty: 3516.375977
	Iteration 28Q: 3 clusters Score -4697127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4697129.500000 Penalty: 3516.375977
	Iteration 29Q: 3 clusters Score -4697130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4697125.000000 Penalty: 3516.375977
	Iteration 30Q: 3 clusters Score -4697125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -4697123.500000 Penalty: 3516.375977
	Iteration 31Q: 3 clusters Score -4697124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -4697129.500000 Penalty: 3516.375977
	Iteration 32Q: 3 clusters Score -4697130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4697134.500000 Penalty: 3516.375977
	Iteration 33Q: 3 clusters Score -4697134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -4697133.000000 Penalty: 3516.375977
	Iteration 34Q: 3 clusters Score -4697133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -4697127.000000 Penalty: 3516.375977
	Iteration 35Q: 3 clusters Score -4697127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -4697132.500000 Penalty: 3516.375977
	Iteration 36Q: 3 clusters Score -4697132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -4697139.500000 Penalty: 3516.375977
	Iteration 37Q: 3 clusters Score -4697140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -4697136.500000 Penalty: 3516.375977
	Iteration 38Q: 3 clusters Score -4697136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4697138.000000 Penalty: 3516.375977
	Iteration 39Q: 3 clusters Score -4697138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4697137.500000 Penalty: 3516.375977
	Iteration 40F: 3 clusters Score -4697138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 16373 members 
Mstep: Class 13 contains 47272 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 14318 members 
Mstep: Class 26 contains 16330 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 14777 members 
Mstep: Class 29 contains 54625 members 
Mstep: Class 30 contains 1572 members 
Mstep: Class 31 contains 29503 members 
Entering Unmasked Estep 
Score: -49683104.000000 Penalty: 66524.070312
Splitting cluster 15 changes total score from -49588464.000000 to -49683104.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (15196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Entering Unmasked Estep 
Score: -1370021.750000 Penalty: 1564.678101
	Iteration 0F: 2 clusters Score -1370022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1359629.250000 Penalty: 3129.356201
	Iteration 0F: 3 clusters Score -1359629 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1364373.625000 Penalty: 3129.356201
	Iteration 1F: 3 clusters Score -1364374 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1365614.250000 Penalty: 3129.356201
	Iteration 2F: 3 clusters Score -1365614 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1366892.750000 Penalty: 3129.356201
	Iteration 3F: 3 clusters Score -1366893 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1368550.875000 Penalty: 3129.356201
	Iteration 4F: 3 clusters Score -1368551 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1370277.250000 Penalty: 3129.356201
	Iteration 5F: 3 clusters Score -1370277 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1371280.625000 Penalty: 3129.356201
	Iteration 6F: 3 clusters Score -1371281 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1371841.500000 Penalty: 3129.356201
	Iteration 7Q: 3 clusters Score -1371842 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1372134.125000 Penalty: 3129.356201
	Iteration 8Q: 3 clusters Score -1372134 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1372265.500000 Penalty: 3129.356201
	Iteration 9Q: 3 clusters Score -1372266 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1372382.875000 Penalty: 3129.356201
	Iteration 10Q: 3 clusters Score -1372383 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1372481.375000 Penalty: 3129.356201
	Iteration 11Q: 3 clusters Score -1372481 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1372572.000000 Penalty: 3129.356201
	Iteration 12Q: 3 clusters Score -1372572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1372646.750000 Penalty: 3129.356201
	Iteration 13Q: 3 clusters Score -1372647 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1372711.625000 Penalty: 3129.356201
	Iteration 14Q: 3 clusters Score -1372712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1372780.375000 Penalty: 3129.356201
	Iteration 15Q: 3 clusters Score -1372780 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1372816.875000 Penalty: 3129.356201
	Iteration 16Q: 3 clusters Score -1372817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1372842.750000 Penalty: 3129.356201
	Iteration 17Q: 3 clusters Score -1372843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1372856.250000 Penalty: 3129.356201
	Iteration 18Q: 3 clusters Score -1372856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1372862.250000 Penalty: 3129.356201
	Iteration 19Q: 3 clusters Score -1372862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1372875.000000 Penalty: 3129.356201
	Iteration 20F: 3 clusters Score -1372875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1372882.500000 Penalty: 3129.356201
	Iteration 21Q: 3 clusters Score -1372882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1372889.250000 Penalty: 3129.356201
	Iteration 22Q: 3 clusters Score -1372889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1372900.875000 Penalty: 3129.356201
	Iteration 23Q: 3 clusters Score -1372901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1372901.000000 Penalty: 3129.356201
	Iteration 24Q: 3 clusters Score -1372901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1372905.375000 Penalty: 3129.356201
	Iteration 25Q: 3 clusters Score -1372905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1372903.375000 Penalty: 3129.356201
	Iteration 26Q: 3 clusters Score -1372903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1372904.875000 Penalty: 3129.356201
	Iteration 27Q: 3 clusters Score -1372905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1372904.500000 Penalty: 3129.356201
	Iteration 28Q: 3 clusters Score -1372904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1372907.250000 Penalty: 3129.356201
	Iteration 29Q: 3 clusters Score -1372907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1372907.250000 Penalty: 3129.356201
	Iteration 30Q: 3 clusters Score -1372907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1372907.125000 Penalty: 3129.356201
	Iteration 31Q: 3 clusters Score -1372907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1372904.875000 Penalty: 3129.356201
	Iteration 32Q: 3 clusters Score -1372905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1372905.000000 Penalty: 3129.356201
	Iteration 33Q: 3 clusters Score -1372905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1372905.500000 Penalty: 3129.356201
	Iteration 34Q: 3 clusters Score -1372906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1372907.750000 Penalty: 3129.356201
	Iteration 35Q: 3 clusters Score -1372908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1372907.125000 Penalty: 3129.356201
	Iteration 36Q: 3 clusters Score -1372907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1372906.375000 Penalty: 3129.356201
	Iteration 37Q: 3 clusters Score -1372906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1372907.875000 Penalty: 3129.356201
	Iteration 38Q: 3 clusters Score -1372908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1372907.750000 Penalty: 3129.356201
	Iteration 39Q: 3 clusters Score -1372908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1372907.250000 Penalty: 3129.356201
	Iteration 40F: 3 clusters Score -1372907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1372910.875000 Penalty: 3129.356201
	Iteration 41Q: 3 clusters Score -1372911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1372912.750000 Penalty: 3129.356201
	Iteration 42Q: 3 clusters Score -1372913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1372913.250000 Penalty: 3129.356201
	Iteration 43Q: 3 clusters Score -1372913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1372912.375000 Penalty: 3129.356201
	Iteration 44Q: 3 clusters Score -1372912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1372911.375000 Penalty: 3129.356201
	Iteration 45Q: 3 clusters Score -1372911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1372910.250000 Penalty: 3129.356201
	Iteration 46Q: 3 clusters Score -1372910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1372908.750000 Penalty: 3129.356201
	Iteration 47Q: 3 clusters Score -1372909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1372911.500000 Penalty: 3129.356201
	Iteration 48Q: 3 clusters Score -1372912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1372911.500000 Penalty: 3129.356201
	Iteration 49Q: 3 clusters Score -1372912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1372912.750000 Penalty: 3129.356201
	Iteration 50Q: 3 clusters Score -1372913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1372912.750000 Penalty: 3129.356201
	Iteration 51F: 3 clusters Score -1372913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 42312 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 16373 members 
Mstep: Class 13 contains 47272 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 11903 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 14318 members 
Mstep: Class 26 contains 16330 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 14777 members 
Mstep: Class 29 contains 54625 members 
Mstep: Class 30 contains 1572 members 
Mstep: Class 31 contains 29503 members 
Mstep: Class 32 contains 3293 members 
Entering Unmasked Estep 
Score: -49685352.000000 Penalty: 68670.007812
Splitting cluster 16 changes total score from -49588464.000000 to -49685352.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (58868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Entering Unmasked Estep 
Score: -5574177.500000 Penalty: 1784.746094
	Iteration 0F: 2 clusters Score -5574178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -5548400.500000 Penalty: 3569.492188
	Iteration 0F: 3 clusters Score -5548400 nChanged 27904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -5564199.000000 Penalty: 3569.492188
	Iteration 1F: 3 clusters Score -5564199 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -5564775.000000 Penalty: 3569.492188
	Iteration 2Q: 3 clusters Score -5564775 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -5565643.000000 Penalty: 3569.492188
	Iteration 3Q: 3 clusters Score -5565643 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -5567065.000000 Penalty: 3569.492188
	Iteration 4F: 3 clusters Score -5567065 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -5568833.500000 Penalty: 3569.492188
	Iteration 5F: 3 clusters Score -5568834 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5570291.000000 Penalty: 3569.492188
	Iteration 6F: 3 clusters Score -5570291 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -5570840.000000 Penalty: 3569.492188
	Iteration 7F: 3 clusters Score -5570840 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -5571176.000000 Penalty: 3569.492188
	Iteration 8F: 3 clusters Score -5571176 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -5571432.500000 Penalty: 3569.492188
	Iteration 9Q: 3 clusters Score -5571432 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -5571784.500000 Penalty: 3569.492188
	Iteration 10Q: 3 clusters Score -5571784 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -5572056.000000 Penalty: 3569.492188
	Iteration 11Q: 3 clusters Score -5572056 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -5572149.000000 Penalty: 3569.492188
	Iteration 12Q: 3 clusters Score -5572149 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -5572201.000000 Penalty: 3569.492188
	Iteration 13Q: 3 clusters Score -5572201 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -5572240.000000 Penalty: 3569.492188
	Iteration 14Q: 3 clusters Score -5572240 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -5572320.000000 Penalty: 3569.492188
	Iteration 15Q: 3 clusters Score -5572320 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -5572389.500000 Penalty: 3569.492188
	Iteration 16Q: 3 clusters Score -5572390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -5572433.000000 Penalty: 3569.492188
	Iteration 17Q: 3 clusters Score -5572433 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -5572441.000000 Penalty: 3569.492188
	Iteration 18Q: 3 clusters Score -5572441 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -5572459.000000 Penalty: 3569.492188
	Iteration 19Q: 3 clusters Score -5572459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -5572483.500000 Penalty: 3569.492188
	Iteration 20F: 3 clusters Score -5572484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -5572510.500000 Penalty: 3569.492188
	Iteration 21Q: 3 clusters Score -5572510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -5572519.500000 Penalty: 3569.492188
	Iteration 22Q: 3 clusters Score -5572520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -5572554.000000 Penalty: 3569.492188
	Iteration 23Q: 3 clusters Score -5572554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -5572575.000000 Penalty: 3569.492188
	Iteration 24Q: 3 clusters Score -5572575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -5572599.500000 Penalty: 3569.492188
	Iteration 25Q: 3 clusters Score -5572600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -5572605.000000 Penalty: 3569.492188
	Iteration 26Q: 3 clusters Score -5572605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -5572603.500000 Penalty: 3569.492188
	Iteration 27Q: 3 clusters Score -5572604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -5572610.000000 Penalty: 3569.492188
	Iteration 28Q: 3 clusters Score -5572610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -5572609.500000 Penalty: 3569.492188
	Iteration 29Q: 3 clusters Score -5572610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -5572626.000000 Penalty: 3569.492188
	Iteration 30Q: 3 clusters Score -5572626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -5572625.000000 Penalty: 3569.492188
	Iteration 31Q: 3 clusters Score -5572625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -5572626.500000 Penalty: 3569.492188
	Iteration 32Q: 3 clusters Score -5572626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -5572625.500000 Penalty: 3569.492188
	Iteration 33Q: 3 clusters Score -5572626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -5572633.500000 Penalty: 3569.492188
	Iteration 34Q: 3 clusters Score -5572634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -5572636.500000 Penalty: 3569.492188
	Iteration 35Q: 3 clusters Score -5572636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -5572636.500000 Penalty: 3569.492188
	Iteration 36F: 3 clusters Score -5572636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Entering Unmasked Estep 
Score: -7936003.500000 Penalty: 1840.422974
	Iteration 0F: 2 clusters Score -7936004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -7875015.000000 Penalty: 3680.845947
	Iteration 0F: 3 clusters Score -7875015 nChanged 39507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7897576.500000 Penalty: 3680.845947
	Iteration 1F: 3 clusters Score -7897576 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -7898257.500000 Penalty: 3680.845947
	Iteration 2F: 3 clusters Score -7898258 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7899106.500000 Penalty: 3680.845947
	Iteration 3F: 3 clusters Score -7899106 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -7900032.500000 Penalty: 3680.845947
	Iteration 4F: 3 clusters Score -7900032 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -7901258.500000 Penalty: 3680.845947
	Iteration 5F: 3 clusters Score -7901258 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -7902819.500000 Penalty: 3680.845947
	Iteration 6F: 3 clusters Score -7902820 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -7903965.500000 Penalty: 3680.845947
	Iteration 7F: 3 clusters Score -7903966 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -7905085.500000 Penalty: 3680.845947
	Iteration 8F: 3 clusters Score -7905086 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -7906828.500000 Penalty: 3680.845947
	Iteration 9F: 3 clusters Score -7906828 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -7908252.000000 Penalty: 3680.845947
	Iteration 10Q: 3 clusters Score -7908252 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7908663.500000 Penalty: 3680.845947
	Iteration 11F: 3 clusters Score -7908664 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -7909455.000000 Penalty: 3680.845947
	Iteration 12F: 3 clusters Score -7909455 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -7911659.500000 Penalty: 3680.845947
	Iteration 13F: 3 clusters Score -7911660 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -7914613.000000 Penalty: 3680.845947
	Iteration 14Q: 3 clusters Score -7914613 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -7918067.500000 Penalty: 3680.845947
	Iteration 15F: 3 clusters Score -7918068 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -7921633.500000 Penalty: 3680.845947
	Iteration 16F: 3 clusters Score -7921634 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -7923949.000000 Penalty: 3680.845947
	Iteration 17F: 3 clusters Score -7923949 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -7924855.500000 Penalty: 3680.845947
	Iteration 18Q: 3 clusters Score -7924856 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -7924974.000000 Penalty: 3680.845947
	Iteration 19Q: 3 clusters Score -7924974 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -7924611.500000 Penalty: 3680.845947
	Iteration 20F: 3 clusters Score -7924612 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -7924255.500000 Penalty: 3680.845947
	Iteration 21Q: 3 clusters Score -7924256 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -7924026.500000 Penalty: 3680.845947
	Iteration 22Q: 3 clusters Score -7924026 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -7923801.500000 Penalty: 3680.845947
	Iteration 23Q: 3 clusters Score -7923802 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -7923643.000000 Penalty: 3680.845947
	Iteration 24Q: 3 clusters Score -7923643 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -7923569.500000 Penalty: 3680.845947
	Iteration 25Q: 3 clusters Score -7923570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -7923544.000000 Penalty: 3680.845947
	Iteration 26Q: 3 clusters Score -7923544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -7923526.000000 Penalty: 3680.845947
	Iteration 27Q: 3 clusters Score -7923526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -7923515.500000 Penalty: 3680.845947
	Iteration 28Q: 3 clusters Score -7923516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7923504.000000 Penalty: 3680.845947
	Iteration 29Q: 3 clusters Score -7923504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -7923498.500000 Penalty: 3680.845947
	Iteration 30Q: 3 clusters Score -7923498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -7923484.000000 Penalty: 3680.845947
	Iteration 31Q: 3 clusters Score -7923484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -7923473.500000 Penalty: 3680.845947
	Iteration 32Q: 3 clusters Score -7923474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -7923470.000000 Penalty: 3680.845947
	Iteration 33Q: 3 clusters Score -7923470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -7923465.500000 Penalty: 3680.845947
	Iteration 34Q: 3 clusters Score -7923466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -7923472.000000 Penalty: 3680.845947
	Iteration 35Q: 3 clusters Score -7923472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -7923472.000000 Penalty: 3680.845947
	Iteration 36F: 3 clusters Score -7923472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 16373 members 
Mstep: Class 13 contains 47272 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 11903 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 19 contains 82924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49709108.000000 Penalty: 68670.007812
Iteration 39Q: 33 clusters Score -4.970911e+07 nChanged 30039
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 781 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 4965 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 8 contains 26191 members 
Mstep: Class 9 contains 38272 members 
Mstep: Class 10 contains 2074 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 16309 members 
Mstep: Class 13 contains 52484 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 20535 members 
Mstep: Class 16 contains 12011 members 
Mstep: Class 17 contains 60183 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 82566 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32118 members 
Mstep: Class 22 contains 2265 members 
Mstep: Class 23 contains 1802 members 
Mstep: Class 24 contains 7715 members 
Mstep: Class 25 contains 13605 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 14583 members 
Mstep: Class 29 contains 54205 members 
Mstep: Class 30 contains 1518 members 
Mstep: Class 31 contains 29224 members 
Mstep: Class 32 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49726908.000000 Penalty: 68670.007812
Iteration 40F: 33 clusters Score -4.972691e+07 nChanged 27062
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6864 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 25594 members 
Mstep: Class 9 contains 38042 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 15618 members 
Mstep: Class 13 contains 52325 members 
Mstep: Class 14 contains 4257 members 
Mstep: Class 15 contains 20477 members 
Mstep: Class 16 contains 11706 members 
Mstep: Class 17 contains 53199 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 81541 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 32325 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 7938 members 
Mstep: Class 25 contains 13976 members 
Mstep: Class 26 contains 15657 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15008 members 
Mstep: Class 29 contains 61213 members 
Mstep: Class 30 contains 1526 members 
Mstep: Class 31 contains 30701 members 
Mstep: Class 32 contains 3174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731604.000000 Penalty: 68670.007812
Iteration 41Q: 33 clusters Score -4.97316e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 6727 members 
Mstep: Class 6 contains 4939 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 25290 members 
Mstep: Class 9 contains 38285 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 51829 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 20601 members 
Mstep: Class 16 contains 11514 members 
Mstep: Class 17 contains 51481 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 81164 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32803 members 
Mstep: Class 22 contains 2095 members 
Mstep: Class 23 contains 1845 members 
Mstep: Class 24 contains 8064 members 
Mstep: Class 25 contains 14255 members 
Mstep: Class 26 contains 15686 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 15174 members 
Mstep: Class 29 contains 62378 members 
Mstep: Class 30 contains 1516 members 
Mstep: Class 31 contains 31430 members 
Mstep: Class 32 contains 3142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49735792.000000 Penalty: 68670.007812
Iteration 42Q: 33 clusters Score -4.973579e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 4929 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 25188 members 
Mstep: Class 9 contains 38512 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 51393 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 20676 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 50556 members 
Mstep: Class 18 contains 6457 members 
Mstep: Class 19 contains 80783 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 33268 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 1856 members 
Mstep: Class 24 contains 8158 members 
Mstep: Class 25 contains 14487 members 
Mstep: Class 26 contains 15723 members 
Mstep: Class 27 contains 694 members 
Mstep: Class 28 contains 15269 members 
Mstep: Class 29 contains 62812 members 
Mstep: Class 30 contains 1519 members 
Mstep: Class 31 contains 31995 members 
Mstep: Class 32 contains 3130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738124.000000 Penalty: 68670.007812
Iteration 43Q: 33 clusters Score -4.973812e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2921 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 6582 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 8 contains 25245 members 
Mstep: Class 9 contains 38667 members 
Mstep: Class 10 contains 2292 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 12 contains 14312 members 
Mstep: Class 13 contains 51056 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 15 contains 20709 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 49917 members 
Mstep: Class 18 contains 6483 members 
Mstep: Class 19 contains 80391 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 33691 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 1860 members 
Mstep: Class 24 contains 8237 members 
Mstep: Class 25 contains 14693 members 
Mstep: Class 26 contains 15747 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 15292 members 
Mstep: Class 29 contains 63076 members 
Mstep: Class 30 contains 1529 members 
Mstep: Class 31 contains 32457 members 
Mstep: Class 32 contains 3125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739272.000000 Penalty: 68670.007812
Iteration 44Q: 33 clusters Score -4.973927e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 6544 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 25383 members 
Mstep: Class 9 contains 38800 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 13986 members 
Mstep: Class 13 contains 50797 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 20665 members 
Mstep: Class 16 contains 11182 members 
Mstep: Class 17 contains 49438 members 
Mstep: Class 18 contains 6512 members 
Mstep: Class 19 contains 79957 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 34057 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1865 members 
Mstep: Class 24 contains 8327 members 
Mstep: Class 25 contains 14884 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 15270 members 
Mstep: Class 29 contains 63261 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 32819 members 
Mstep: Class 32 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49740256.000000 Penalty: 68670.007812
Iteration 45Q: 33 clusters Score -4.974026e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 1878 members 
Mstep: Class 4 contains 4242 members 
Mstep: Class 5 contains 6493 members 
Mstep: Class 6 contains 4913 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 25654 members 
Mstep: Class 9 contains 38918 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 13733 members 
Mstep: Class 13 contains 50582 members 
Mstep: Class 14 contains 3936 members 
Mstep: Class 15 contains 20600 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 49085 members 
Mstep: Class 18 contains 6529 members 
Mstep: Class 19 contains 79459 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 34388 members 
Mstep: Class 22 contains 1960 members 
Mstep: Class 23 contains 1867 members 
Mstep: Class 24 contains 8401 members 
Mstep: Class 25 contains 15072 members 
Mstep: Class 26 contains 15804 members 
Mstep: Class 27 contains 676 members 
Mstep: Class 28 contains 15228 members 
Mstep: Class 29 contains 63350 members 
Mstep: Class 30 contains 1588 members 
Mstep: Class 31 contains 33143 members 
Mstep: Class 32 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49741392.000000 Penalty: 68670.007812
Iteration 46Q: 33 clusters Score -4.974139e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 1926 members 
Mstep: Class 4 contains 4341 members 
Mstep: Class 5 contains 6466 members 
Mstep: Class 6 contains 4913 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 25969 members 
Mstep: Class 9 contains 39013 members 
Mstep: Class 10 contains 2344 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 50414 members 
Mstep: Class 14 contains 3901 members 
Mstep: Class 15 contains 20514 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 48814 members 
Mstep: Class 18 contains 6543 members 
Mstep: Class 19 contains 78959 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 34649 members 
Mstep: Class 22 contains 1942 members 
Mstep: Class 23 contains 1865 members 
Mstep: Class 24 contains 8477 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 15819 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 15181 members 
Mstep: Class 29 contains 63397 members 
Mstep: Class 30 contains 1610 members 
Mstep: Class 31 contains 33403 members 
Mstep: Class 32 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742344.000000 Penalty: 68670.007812
Iteration 47Q: 33 clusters Score -4.974234e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 1978 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 4912 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 26357 members 
Mstep: Class 9 contains 39053 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 6312 members 
Mstep: Class 12 contains 13301 members 
Mstep: Class 13 contains 50304 members 
Mstep: Class 14 contains 3865 members 
Mstep: Class 15 contains 20451 members 
Mstep: Class 16 contains 11028 members 
Mstep: Class 17 contains 48633 members 
Mstep: Class 18 contains 6559 members 
Mstep: Class 19 contains 78408 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 34846 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 1866 members 
Mstep: Class 24 contains 8537 members 
Mstep: Class 25 contains 15430 members 
Mstep: Class 26 contains 15840 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 15120 members 
Mstep: Class 29 contains 63405 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 33615 members 
Mstep: Class 32 contains 3116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742808.000000 Penalty: 68670.007812
Iteration 48Q: 33 clusters Score -4.974281e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 26906 members 
Mstep: Class 9 contains 39123 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 6328 members 
Mstep: Class 12 contains 13144 members 
Mstep: Class 13 contains 50189 members 
Mstep: Class 14 contains 3814 members 
Mstep: Class 15 contains 20395 members 
Mstep: Class 16 contains 10977 members 
Mstep: Class 17 contains 48512 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 77708 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35009 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 1865 members 
Mstep: Class 24 contains 8609 members 
Mstep: Class 25 contains 15602 members 
Mstep: Class 26 contains 15864 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 15028 members 
Mstep: Class 29 contains 63378 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 33804 members 
Mstep: Class 32 contains 3109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742816.000000 Penalty: 68670.007812
Iteration 49Q: 33 clusters Score -4.974282e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 27604 members 
Mstep: Class 9 contains 39190 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 13003 members 
Mstep: Class 13 contains 50055 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 20341 members 
Mstep: Class 16 contains 10929 members 
Mstep: Class 17 contains 48430 members 
Mstep: Class 18 contains 6603 members 
Mstep: Class 19 contains 76808 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35184 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 1867 members 
Mstep: Class 24 contains 8668 members 
Mstep: Class 25 contains 15780 members 
Mstep: Class 26 contains 15891 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 14923 members 
Mstep: Class 29 contains 63349 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 33975 members 
Mstep: Class 32 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742296.000000 Penalty: 68670.007812
Iteration 50Q: 33 clusters Score -4.97423e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 2080 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 4903 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 28534 members 
Mstep: Class 9 contains 39263 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 12899 members 
Mstep: Class 13 contains 49932 members 
Mstep: Class 14 contains 3740 members 
Mstep: Class 15 contains 20278 members 
Mstep: Class 16 contains 10891 members 
Mstep: Class 17 contains 48384 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 75556 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35362 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 1869 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 15963 members 
Mstep: Class 26 contains 15914 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 14821 members 
Mstep: Class 29 contains 63313 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 34164 members 
Mstep: Class 32 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49741380.000000 Penalty: 68670.007812
Iteration 51Q: 33 clusters Score -4.974138e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 6350 members 
Mstep: Class 6 contains 4902 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 29817 members 
Mstep: Class 9 contains 39348 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 6358 members 
Mstep: Class 12 contains 12837 members 
Mstep: Class 13 contains 49814 members 
Mstep: Class 14 contains 3711 members 
Mstep: Class 15 contains 20247 members 
Mstep: Class 16 contains 10860 members 
Mstep: Class 17 contains 48349 members 
Mstep: Class 18 contains 6631 members 
Mstep: Class 19 contains 73768 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35552 members 
Mstep: Class 22 contains 1910 members 
Mstep: Class 23 contains 1865 members 
Mstep: Class 24 contains 8764 members 
Mstep: Class 25 contains 16199 members 
Mstep: Class 26 contains 15932 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 14726 members 
Mstep: Class 29 contains 63280 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 34368 members 
Mstep: Class 32 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738656.000000 Penalty: 68670.007812
Iteration 52Q: 33 clusters Score -4.973866e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 6339 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 31886 members 
Mstep: Class 9 contains 39519 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 49647 members 
Mstep: Class 14 contains 3699 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 10836 members 
Mstep: Class 17 contains 48332 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 70909 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35749 members 
Mstep: Class 22 contains 1905 members 
Mstep: Class 23 contains 1864 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 16504 members 
Mstep: Class 26 contains 15959 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 14618 members 
Mstep: Class 29 contains 63264 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 34606 members 
Mstep: Class 32 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732660.000000 Penalty: 68670.007812
Iteration 53Q: 33 clusters Score -4.973266e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 2920 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 6331 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 3085 members 
Mstep: Class 8 contains 35218 members 
Mstep: Class 9 contains 39846 members 
Mstep: Class 10 contains 2488 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 12868 members 
Mstep: Class 13 contains 49393 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 20201 members 
Mstep: Class 16 contains 10817 members 
Mstep: Class 17 contains 48309 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 19 contains 66223 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36059 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 1855 members 
Mstep: Class 24 contains 8872 members 
Mstep: Class 25 contains 16909 members 
Mstep: Class 26 contains 15988 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 14526 members 
Mstep: Class 29 contains 63244 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 34888 members 
Mstep: Class 32 contains 3109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49727000.000000 Penalty: 68670.007812
Iteration 54Q: 33 clusters Score -4.9727e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 6317 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 3087 members 
Mstep: Class 8 contains 39233 members 
Mstep: Class 9 contains 40287 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 6410 members 
Mstep: Class 12 contains 12998 members 
Mstep: Class 13 contains 49092 members 
Mstep: Class 14 contains 3699 members 
Mstep: Class 15 contains 20192 members 
Mstep: Class 16 contains 10809 members 
Mstep: Class 17 contains 48309 members 
Mstep: Class 18 contains 6683 members 
Mstep: Class 19 contains 60391 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36397 members 
Mstep: Class 22 contains 1901 members 
Mstep: Class 23 contains 1846 members 
Mstep: Class 24 contains 8935 members 
Mstep: Class 25 contains 17336 members 
Mstep: Class 26 contains 16034 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 14456 members 
Mstep: Class 29 contains 63221 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 35230 members 
Mstep: Class 32 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49728804.000000 Penalty: 68670.007812
Iteration 55Q: 33 clusters Score -4.97288e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 4912 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 41637 members 
Mstep: Class 9 contains 40617 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 6454 members 
Mstep: Class 12 contains 13071 members 
Mstep: Class 13 contains 48878 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 20130 members 
Mstep: Class 16 contains 10793 members 
Mstep: Class 17 contains 48346 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 19 contains 56517 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36537 members 
Mstep: Class 22 contains 1902 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 8998 members 
Mstep: Class 25 contains 17609 members 
Mstep: Class 26 contains 16060 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 14496 members 
Mstep: Class 29 contains 63191 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 35729 members 
Mstep: Class 32 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49727812.000000 Penalty: 68670.007812
Iteration 56Q: 33 clusters Score -4.972781e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 4886 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 3092 members 
Mstep: Class 8 contains 42106 members 
Mstep: Class 9 contains 40909 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 48910 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 20094 members 
Mstep: Class 16 contains 10769 members 
Mstep: Class 17 contains 48397 members 
Mstep: Class 18 contains 6710 members 
Mstep: Class 19 contains 54249 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36670 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 1838 members 
Mstep: Class 24 contains 9059 members 
Mstep: Class 25 contains 17964 members 
Mstep: Class 26 contains 16090 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 14626 members 
Mstep: Class 29 contains 63165 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 36201 members 
Mstep: Class 32 contains 3111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49728180.000000 Penalty: 68670.007812
Iteration 57Q: 33 clusters Score -4.972818e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 41845 members 
Mstep: Class 9 contains 41126 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 6552 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 49018 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 20075 members 
Mstep: Class 16 contains 10734 members 
Mstep: Class 17 contains 48466 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 52876 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36721 members 
Mstep: Class 22 contains 1904 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 9119 members 
Mstep: Class 25 contains 18340 members 
Mstep: Class 26 contains 16103 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 14733 members 
Mstep: Class 29 contains 63154 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 36572 members 
Mstep: Class 32 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49729476.000000 Penalty: 68670.007812
Iteration 58Q: 33 clusters Score -4.972948e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 3100 members 
Mstep: Class 8 contains 41512 members 
Mstep: Class 9 contains 41265 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 13319 members 
Mstep: Class 13 contains 49139 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 20091 members 
Mstep: Class 16 contains 10700 members 
Mstep: Class 17 contains 48547 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 51926 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36692 members 
Mstep: Class 22 contains 1904 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 9173 members 
Mstep: Class 25 contains 18640 members 
Mstep: Class 26 contains 16105 members 
Mstep: Class 27 contains 674 members 
Mstep: Class 28 contains 14822 members 
Mstep: Class 29 contains 63160 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 36856 members 
Mstep: Class 32 contains 3104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49730364.000000 Penalty: 68670.007812
Iteration 59Q: 33 clusters Score -4.973036e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 4979 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 41242 members 
Mstep: Class 9 contains 41390 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 13394 members 
Mstep: Class 13 contains 49220 members 
Mstep: Class 14 contains 3655 members 
Mstep: Class 15 contains 20163 members 
Mstep: Class 16 contains 10669 members 
Mstep: Class 17 contains 48625 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 51145 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36610 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 1836 members 
Mstep: Class 24 contains 9199 members 
Mstep: Class 25 contains 18921 members 
Mstep: Class 26 contains 16111 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 14887 members 
Mstep: Class 29 contains 63166 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37045 members 
Mstep: Class 32 contains 3101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731400.000000 Penalty: 68670.007812
Iteration 60F: 33 clusters Score -4.97314e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 41134 members 
Mstep: Class 9 contains 41468 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 13449 members 
Mstep: Class 13 contains 49296 members 
Mstep: Class 14 contains 3624 members 
Mstep: Class 15 contains 20216 members 
Mstep: Class 16 contains 10643 members 
Mstep: Class 17 contains 48683 members 
Mstep: Class 18 contains 6764 members 
Mstep: Class 19 contains 50481 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36525 members 
Mstep: Class 22 contains 1901 members 
Mstep: Class 23 contains 1815 members 
Mstep: Class 24 contains 9207 members 
Mstep: Class 25 contains 19208 members 
Mstep: Class 26 contains 16083 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 14921 members 
Mstep: Class 29 contains 63163 members 
Mstep: Class 30 contains 1687 members 
Mstep: Class 31 contains 37152 members 
Mstep: Class 32 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731956.000000 Penalty: 68670.007812
Iteration 61Q: 33 clusters Score -4.973196e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 4904 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 40957 members 
Mstep: Class 9 contains 41530 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 49362 members 
Mstep: Class 14 contains 3617 members 
Mstep: Class 15 contains 20279 members 
Mstep: Class 16 contains 10616 members 
Mstep: Class 17 contains 48702 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 49929 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 1808 members 
Mstep: Class 24 contains 9220 members 
Mstep: Class 25 contains 19543 members 
Mstep: Class 26 contains 16053 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 63140 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 37232 members 
Mstep: Class 32 contains 3098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732676.000000 Penalty: 68670.007812
Iteration 62Q: 33 clusters Score -4.973268e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 4907 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 40787 members 
Mstep: Class 9 contains 41561 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 13529 members 
Mstep: Class 13 contains 49413 members 
Mstep: Class 14 contains 3613 members 
Mstep: Class 15 contains 20352 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 48722 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 49500 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36428 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1803 members 
Mstep: Class 24 contains 9231 members 
Mstep: Class 25 contains 19830 members 
Mstep: Class 26 contains 16031 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 14969 members 
Mstep: Class 29 contains 63126 members 
Mstep: Class 30 contains 1715 members 
Mstep: Class 31 contains 37285 members 
Mstep: Class 32 contains 3096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49733496.000000 Penalty: 68670.007812
Iteration 63Q: 33 clusters Score -4.97335e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 6 contains 4903 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 40597 members 
Mstep: Class 9 contains 41598 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 13565 members 
Mstep: Class 13 contains 49442 members 
Mstep: Class 14 contains 3614 members 
Mstep: Class 15 contains 20418 members 
Mstep: Class 16 contains 10584 members 
Mstep: Class 17 contains 48762 members 
Mstep: Class 18 contains 6780 members 
Mstep: Class 19 contains 49126 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 1799 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 20158 members 
Mstep: Class 26 contains 16021 members 
Mstep: Class 27 contains 698 members 
Mstep: Class 28 contains 14983 members 
Mstep: Class 29 contains 63113 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 37303 members 
Mstep: Class 32 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49733596.000000 Penalty: 68670.007812
Iteration 64Q: 33 clusters Score -4.97336e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 6144 members 
Mstep: Class 6 contains 4903 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 40372 members 
Mstep: Class 9 contains 41629 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 13599 members 
Mstep: Class 13 contains 49446 members 
Mstep: Class 14 contains 3605 members 
Mstep: Class 15 contains 20494 members 
Mstep: Class 16 contains 10571 members 
Mstep: Class 17 contains 48798 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36274 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 9263 members 
Mstep: Class 25 contains 20492 members 
Mstep: Class 26 contains 16025 members 
Mstep: Class 27 contains 698 members 
Mstep: Class 28 contains 15000 members 
Mstep: Class 29 contains 63093 members 
Mstep: Class 30 contains 1737 members 
Mstep: Class 31 contains 37300 members 
Mstep: Class 32 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734228.000000 Penalty: 68670.007812
Iteration 65Q: 33 clusters Score -4.973423e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 5 contains 6127 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 40125 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 13621 members 
Mstep: Class 13 contains 49464 members 
Mstep: Class 14 contains 3588 members 
Mstep: Class 15 contains 20554 members 
Mstep: Class 16 contains 10560 members 
Mstep: Class 17 contains 48824 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 48588 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36220 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 1799 members 
Mstep: Class 24 contains 9288 members 
Mstep: Class 25 contains 20816 members 
Mstep: Class 26 contains 16021 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15023 members 
Mstep: Class 29 contains 63080 members 
Mstep: Class 30 contains 1742 members 
Mstep: Class 31 contains 37276 members 
Mstep: Class 32 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734776.000000 Penalty: 68670.007812
Iteration 66Q: 33 clusters Score -4.973478e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 3026 members 
Mstep: Class 3 contains 2232 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 39871 members 
Mstep: Class 9 contains 41642 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 6558 members 
Mstep: Class 12 contains 13632 members 
Mstep: Class 13 contains 49481 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 15 contains 20601 members 
Mstep: Class 16 contains 10549 members 
Mstep: Class 17 contains 48856 members 
Mstep: Class 18 contains 6811 members 
Mstep: Class 19 contains 48380 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36160 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1799 members 
Mstep: Class 24 contains 9318 members 
Mstep: Class 25 contains 21135 members 
Mstep: Class 26 contains 15999 members 
Mstep: Class 27 contains 708 members 
Mstep: Class 28 contains 15047 members 
Mstep: Class 29 contains 63068 members 
Mstep: Class 30 contains 1745 members 
Mstep: Class 31 contains 37279 members 
Mstep: Class 32 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49735216.000000 Penalty: 68670.007812
Iteration 67Q: 33 clusters Score -4.973522e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 2244 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 5 contains 6102 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 3134 members 
Mstep: Class 8 contains 39604 members 
Mstep: Class 9 contains 41633 members 
Mstep: Class 10 contains 2835 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 49495 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 48884 members 
Mstep: Class 18 contains 6825 members 
Mstep: Class 19 contains 48219 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36092 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 1799 members 
Mstep: Class 24 contains 9346 members 
Mstep: Class 25 contains 21463 members 
Mstep: Class 26 contains 15983 members 
Mstep: Class 27 contains 710 members 
Mstep: Class 28 contains 15071 members 
Mstep: Class 29 contains 63057 members 
Mstep: Class 30 contains 1742 members 
Mstep: Class 31 contains 37275 members 
Mstep: Class 32 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49735356.000000 Penalty: 68670.007812
Iteration 68Q: 33 clusters Score -4.973536e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 39353 members 
Mstep: Class 9 contains 41630 members 
Mstep: Class 10 contains 2857 members 
Mstep: Class 11 contains 6533 members 
Mstep: Class 12 contains 13597 members 
Mstep: Class 13 contains 49508 members 
Mstep: Class 14 contains 3585 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 10546 members 
Mstep: Class 17 contains 48890 members 
Mstep: Class 18 contains 6848 members 
Mstep: Class 19 contains 48086 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 36037 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 1797 members 
Mstep: Class 24 contains 9368 members 
Mstep: Class 25 contains 21790 members 
Mstep: Class 26 contains 15972 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 15092 members 
Mstep: Class 29 contains 63058 members 
Mstep: Class 30 contains 1742 members 
Mstep: Class 31 contains 37255 members 
Mstep: Class 32 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49735748.000000 Penalty: 68670.007812
Iteration 69Q: 33 clusters Score -4.973575e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 5227 members 
Mstep: Class 5 contains 6084 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 39100 members 
Mstep: Class 9 contains 41620 members 
Mstep: Class 10 contains 2875 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 49520 members 
Mstep: Class 14 contains 3584 members 
Mstep: Class 15 contains 20701 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 48898 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 47949 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35988 members 
Mstep: Class 22 contains 1888 members 
Mstep: Class 23 contains 1795 members 
Mstep: Class 24 contains 9395 members 
Mstep: Class 25 contains 22127 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 15113 members 
Mstep: Class 29 contains 63057 members 
Mstep: Class 30 contains 1745 members 
Mstep: Class 31 contains 37239 members 
Mstep: Class 32 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736272.000000 Penalty: 68670.007812
Iteration 70Q: 33 clusters Score -4.973627e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 6077 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 38853 members 
Mstep: Class 9 contains 41616 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 13502 members 
Mstep: Class 13 contains 49522 members 
Mstep: Class 14 contains 3587 members 
Mstep: Class 15 contains 20721 members 
Mstep: Class 16 contains 10535 members 
Mstep: Class 17 contains 48906 members 
Mstep: Class 18 contains 6908 members 
Mstep: Class 19 contains 47824 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35953 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 1791 members 
Mstep: Class 24 contains 9430 members 
Mstep: Class 25 contains 22452 members 
Mstep: Class 26 contains 15955 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 15139 members 
Mstep: Class 29 contains 63046 members 
Mstep: Class 30 contains 1744 members 
Mstep: Class 31 contains 37223 members 
Mstep: Class 32 contains 3084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736544.000000 Penalty: 68670.007812
Iteration 71Q: 33 clusters Score -4.973654e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 5257 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 38634 members 
Mstep: Class 9 contains 41614 members 
Mstep: Class 10 contains 2893 members 
Mstep: Class 11 contains 6510 members 
Mstep: Class 12 contains 13427 members 
Mstep: Class 13 contains 49514 members 
Mstep: Class 14 contains 3595 members 
Mstep: Class 15 contains 20744 members 
Mstep: Class 16 contains 10531 members 
Mstep: Class 17 contains 48913 members 
Mstep: Class 18 contains 6933 members 
Mstep: Class 19 contains 47722 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35903 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 9475 members 
Mstep: Class 25 contains 22702 members 
Mstep: Class 26 contains 15958 members 
Mstep: Class 27 contains 712 members 
Mstep: Class 28 contains 15192 members 
Mstep: Class 29 contains 63039 members 
Mstep: Class 30 contains 1745 members 
Mstep: Class 31 contains 37215 members 
Mstep: Class 32 contains 3083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736900.000000 Penalty: 68670.007812
Iteration 72Q: 33 clusters Score -4.97369e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 3045 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 6065 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 38368 members 
Mstep: Class 9 contains 41620 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 13339 members 
Mstep: Class 13 contains 49503 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 20764 members 
Mstep: Class 16 contains 10527 members 
Mstep: Class 17 contains 48911 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 19 contains 47631 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35870 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 1788 members 
Mstep: Class 24 contains 9517 members 
Mstep: Class 25 contains 22973 members 
Mstep: Class 26 contains 15959 members 
Mstep: Class 27 contains 714 members 
Mstep: Class 28 contains 15242 members 
Mstep: Class 29 contains 63044 members 
Mstep: Class 30 contains 1750 members 
Mstep: Class 31 contains 37210 members 
Mstep: Class 32 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737144.000000 Penalty: 68670.007812
Iteration 73Q: 33 clusters Score -4.973714e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 5295 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 3150 members 
Mstep: Class 8 contains 38157 members 
Mstep: Class 9 contains 41612 members 
Mstep: Class 10 contains 2900 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 49494 members 
Mstep: Class 14 contains 3598 members 
Mstep: Class 15 contains 20768 members 
Mstep: Class 16 contains 10524 members 
Mstep: Class 17 contains 48915 members 
Mstep: Class 18 contains 6994 members 
Mstep: Class 19 contains 47528 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35839 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 9553 members 
Mstep: Class 25 contains 23227 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 15283 members 
Mstep: Class 29 contains 63050 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 37200 members 
Mstep: Class 32 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737504.000000 Penalty: 68670.007812
Iteration 74Q: 33 clusters Score -4.97375e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 6054 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3150 members 
Mstep: Class 8 contains 37963 members 
Mstep: Class 9 contains 41602 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 13211 members 
Mstep: Class 13 contains 49484 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 20769 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 48922 members 
Mstep: Class 18 contains 7016 members 
Mstep: Class 19 contains 47423 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35816 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 9592 members 
Mstep: Class 25 contains 23493 members 
Mstep: Class 26 contains 15950 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 15311 members 
Mstep: Class 29 contains 63043 members 
Mstep: Class 30 contains 1755 members 
Mstep: Class 31 contains 37197 members 
Mstep: Class 32 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737708.000000 Penalty: 68670.007812
Iteration 75Q: 33 clusters Score -4.973771e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 6047 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 37758 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 6494 members 
Mstep: Class 12 contains 13143 members 
Mstep: Class 13 contains 49468 members 
Mstep: Class 14 contains 3608 members 
Mstep: Class 15 contains 20776 members 
Mstep: Class 16 contains 10525 members 
Mstep: Class 17 contains 48924 members 
Mstep: Class 18 contains 7039 members 
Mstep: Class 19 contains 47347 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35786 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 1782 members 
Mstep: Class 24 contains 9635 members 
Mstep: Class 25 contains 23746 members 
Mstep: Class 26 contains 15945 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 15344 members 
Mstep: Class 29 contains 63032 members 
Mstep: Class 30 contains 1756 members 
Mstep: Class 31 contains 37196 members 
Mstep: Class 32 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737860.000000 Penalty: 68670.007812
Iteration 76Q: 33 clusters Score -4.973786e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5342 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 37556 members 
Mstep: Class 9 contains 41609 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 6492 members 
Mstep: Class 12 contains 13106 members 
Mstep: Class 13 contains 49451 members 
Mstep: Class 14 contains 3618 members 
Mstep: Class 15 contains 20791 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 48922 members 
Mstep: Class 18 contains 7069 members 
Mstep: Class 19 contains 47256 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35758 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1779 members 
Mstep: Class 24 contains 9667 members 
Mstep: Class 25 contains 23958 members 
Mstep: Class 26 contains 15931 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 15390 members 
Mstep: Class 29 contains 63028 members 
Mstep: Class 30 contains 1758 members 
Mstep: Class 31 contains 37192 members 
Mstep: Class 32 contains 3092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738144.000000 Penalty: 68670.007812
Iteration 77Q: 33 clusters Score -4.973814e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37412 members 
Mstep: Class 9 contains 41610 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 13099 members 
Mstep: Class 13 contains 49431 members 
Mstep: Class 14 contains 3625 members 
Mstep: Class 15 contains 20796 members 
Mstep: Class 16 contains 10527 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 47130 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35746 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1777 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 24133 members 
Mstep: Class 26 contains 15930 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 15422 members 
Mstep: Class 29 contains 63024 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37190 members 
Mstep: Class 32 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738316.000000 Penalty: 68670.007812
Iteration 78Q: 33 clusters Score -4.973832e+07 nChanged 836
Entering ConstructFrom: 
Score: -49738316.000000 Penalty: 68670.007812
Entering ConstructFrom: 
Trying to split cluster 1 (18762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Entering Unmasked Estep 
Score: -1802052.375000 Penalty: 1598.933228
	Iteration 0F: 2 clusters Score -1802052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1789220.875000 Penalty: 3197.866455
	Iteration 0F: 3 clusters Score -1789221 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1793719.125000 Penalty: 3197.866455
	Iteration 1F: 3 clusters Score -1793719 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1793981.875000 Penalty: 3197.866455
	Iteration 2Q: 3 clusters Score -1793982 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1794264.125000 Penalty: 3197.866455
	Iteration 3Q: 3 clusters Score -1794264 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1794633.500000 Penalty: 3197.866455
	Iteration 4Q: 3 clusters Score -1794634 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1795173.625000 Penalty: 3197.866455
	Iteration 5F: 3 clusters Score -1795174 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1795985.250000 Penalty: 3197.866455
	Iteration 6F: 3 clusters Score -1795985 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1797011.250000 Penalty: 3197.866455
	Iteration 7F: 3 clusters Score -1797011 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1798155.750000 Penalty: 3197.866455
	Iteration 8F: 3 clusters Score -1798156 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1799168.625000 Penalty: 3197.866455
	Iteration 9F: 3 clusters Score -1799169 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1799902.250000 Penalty: 3197.866455
	Iteration 10Q: 3 clusters Score -1799902 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1800417.250000 Penalty: 3197.866455
	Iteration 11Q: 3 clusters Score -1800417 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1800671.000000 Penalty: 3197.866455
	Iteration 12Q: 3 clusters Score -1800671 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1800803.750000 Penalty: 3197.866455
	Iteration 13Q: 3 clusters Score -1800804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1800873.000000 Penalty: 3197.866455
	Iteration 14Q: 3 clusters Score -1800873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1800904.000000 Penalty: 3197.866455
	Iteration 15Q: 3 clusters Score -1800904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1800922.625000 Penalty: 3197.866455
	Iteration 16Q: 3 clusters Score -1800923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1800934.625000 Penalty: 3197.866455
	Iteration 17Q: 3 clusters Score -1800935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1800944.500000 Penalty: 3197.866455
	Iteration 18Q: 3 clusters Score -1800944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1800944.000000 Penalty: 3197.866455
	Iteration 19Q: 3 clusters Score -1800944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1800949.125000 Penalty: 3197.866455
	Iteration 20F: 3 clusters Score -1800949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1800945.750000 Penalty: 3197.866455
	Iteration 21Q: 3 clusters Score -1800946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1800948.000000 Penalty: 3197.866455
	Iteration 22Q: 3 clusters Score -1800948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1800947.500000 Penalty: 3197.866455
	Iteration 23Q: 3 clusters Score -1800948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1800947.500000 Penalty: 3197.866455
	Iteration 24F: 3 clusters Score -1800948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -271317.718750 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -271317.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -268583.718750 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -268583.7 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -269350.312500 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -269350.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -269602.812500 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -269602.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -269932.687500 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -269932.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -270263.187500 Penalty: 2608.717773
	Iteration 4F: 3 clusters Score -270263.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -270538.937500 Penalty: 2608.717773
	Iteration 5F: 3 clusters Score -270538.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -270677.062500 Penalty: 2608.717773
	Iteration 6F: 3 clusters Score -270677.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -270763.125000 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -270763.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -270809.187500 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -270809.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -270835.031250 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -270835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -270850.531250 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -270850.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -270859.375000 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -270859.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -270864.500000 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -270864.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -270870.531250 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -270870.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -270878.156250 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -270878.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -270887.343750 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -270887.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -270893.625000 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -270893.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -270900.156250 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -270900.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -270905.031250 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -270905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -270908.156250 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -270908.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -270913.781250 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -270913.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -270922.656250 Penalty: 2608.717773
	Iteration 21Q: 3 clusters Score -270922.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -270932.093750 Penalty: 2608.717773
	Iteration 22Q: 3 clusters Score -270932.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -270941.750000 Penalty: 2608.717773
	Iteration 23Q: 3 clusters Score -270941.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -270949.812500 Penalty: 2608.717773
	Iteration 24Q: 3 clusters Score -270949.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -270959.781250 Penalty: 2608.717773
	Iteration 25Q: 3 clusters Score -270959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -270967.593750 Penalty: 2608.717773
	Iteration 26Q: 3 clusters Score -270967.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -270975.250000 Penalty: 2608.717773
	Iteration 27Q: 3 clusters Score -270975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -270983.312500 Penalty: 2608.717773
	Iteration 28Q: 3 clusters Score -270983.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270989.968750 Penalty: 2608.717773
	Iteration 29Q: 3 clusters Score -270990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -271003.468750 Penalty: 2608.717773
	Iteration 30Q: 3 clusters Score -271003.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -271012.468750 Penalty: 2608.717773
	Iteration 31Q: 3 clusters Score -271012.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -271021.187500 Penalty: 2608.717773
	Iteration 32Q: 3 clusters Score -271021.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -271037.781250 Penalty: 2608.717773
	Iteration 33Q: 3 clusters Score -271037.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -271060.312500 Penalty: 2608.717773
	Iteration 34Q: 3 clusters Score -271060.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -271075.281250 Penalty: 2608.717773
	Iteration 35Q: 3 clusters Score -271075.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -271083.218750 Penalty: 2608.717773
	Iteration 36Q: 3 clusters Score -271083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -271087.875000 Penalty: 2608.717773
	Iteration 37Q: 3 clusters Score -271087.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -271091.843750 Penalty: 2608.717773
	Iteration 38Q: 3 clusters Score -271091.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -271096.656250 Penalty: 2608.717773
	Iteration 39Q: 3 clusters Score -271096.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -271103.593750 Penalty: 2608.717773
	Iteration 40F: 3 clusters Score -271103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -271110.406250 Penalty: 2608.717773
	Iteration 41Q: 3 clusters Score -271110.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -271119.218750 Penalty: 2608.717773
	Iteration 42Q: 3 clusters Score -271119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -271125.312500 Penalty: 2608.717773
	Iteration 43Q: 3 clusters Score -271125.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -271134.312500 Penalty: 2608.717773
	Iteration 44Q: 3 clusters Score -271134.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -271138.437500 Penalty: 2608.717773
	Iteration 45Q: 3 clusters Score -271138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -271142.218750 Penalty: 2608.717773
	Iteration 46Q: 3 clusters Score -271142.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -271144.750000 Penalty: 2608.717773
	Iteration 47Q: 3 clusters Score -271144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -271146.562500 Penalty: 2608.717773
	Iteration 48Q: 3 clusters Score -271146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -271148.531250 Penalty: 2608.717773
	Iteration 49Q: 3 clusters Score -271148.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -271151.937500 Penalty: 2608.717773
	Iteration 50Q: 3 clusters Score -271151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -271155.468750 Penalty: 2608.717773
	Iteration 51Q: 3 clusters Score -271155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -271158.531250 Penalty: 2608.717773
	Iteration 52Q: 3 clusters Score -271158.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -271160.531250 Penalty: 2608.717773
	Iteration 53Q: 3 clusters Score -271160.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -271162.125000 Penalty: 2608.717773
	Iteration 54Q: 3 clusters Score -271162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -271162.750000 Penalty: 2608.717773
	Iteration 55Q: 3 clusters Score -271162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -271164.000000 Penalty: 2608.717773
	Iteration 56Q: 3 clusters Score -271164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -271164.250000 Penalty: 2608.717773
	Iteration 57Q: 3 clusters Score -271164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -271164.250000 Penalty: 2608.717773
	Iteration 58Q: 3 clusters Score -271164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -271164.250000 Penalty: 2608.717773
	Iteration 59F: 3 clusters Score -271164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -180802.531250 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -180802.5 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 1097 members 
Entering Unmasked Estep 
Score: -178587.359375 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -178587.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -179233.546875 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -179233.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -179445.046875 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -179445 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -179587.734375 Penalty: 2512.020996
	Iteration 3F: 3 clusters Score -179587.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -179683.750000 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -179683.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -179768.921875 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -179768.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -179837.750000 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -179837.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -179893.656250 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -179893.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -179946.078125 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -179946.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -180008.875000 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -180008.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -180073.734375 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -180073.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -180116.953125 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -180117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -180137.453125 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -180137.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -180146.906250 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -180146.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -180155.671875 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -180155.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -180165.828125 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -180165.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -180174.593750 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -180174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -180179.109375 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -180179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -180180.843750 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -180180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -180183.437500 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -180183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -180186.218750 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -180186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -180188.609375 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -180188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -180193.859375 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -180193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -180197.046875 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -180197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -180198.156250 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -180198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -180199.796875 Penalty: 2512.020996
	Iteration 25Q: 3 clusters Score -180199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -180200.031250 Penalty: 2512.020996
	Iteration 26Q: 3 clusters Score -180200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -180200.031250 Penalty: 2512.020996
	Iteration 27F: 3 clusters Score -180200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -505271.968750 Penalty: 1395.463135
	Iteration 0F: 2 clusters Score -505272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -501105.187500 Penalty: 2790.926270
	Iteration 0F: 3 clusters Score -501105.2 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -502271.875000 Penalty: 2790.926270
	Iteration 1F: 3 clusters Score -502271.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -502452.218750 Penalty: 2790.926270
	Iteration 2F: 3 clusters Score -502452.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -502576.656250 Penalty: 2790.926270
	Iteration 3Q: 3 clusters Score -502576.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -502678.500000 Penalty: 2790.926270
	Iteration 4Q: 3 clusters Score -502678.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -502765.875000 Penalty: 2790.926270
	Iteration 5Q: 3 clusters Score -502765.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -502848.000000 Penalty: 2790.926270
	Iteration 6Q: 3 clusters Score -502848 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -502918.968750 Penalty: 2790.926270
	Iteration 7Q: 3 clusters Score -502919 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -502999.750000 Penalty: 2790.926270
	Iteration 8Q: 3 clusters Score -502999.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -503071.031250 Penalty: 2790.926270
	Iteration 9Q: 3 clusters Score -503071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -503133.281250 Penalty: 2790.926270
	Iteration 10Q: 3 clusters Score -503133.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -503199.406250 Penalty: 2790.926270
	Iteration 11Q: 3 clusters Score -503199.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -503271.468750 Penalty: 2790.926270
	Iteration 12Q: 3 clusters Score -503271.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -503361.031250 Penalty: 2790.926270
	Iteration 13Q: 3 clusters Score -503361 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -503435.500000 Penalty: 2790.926270
	Iteration 14Q: 3 clusters Score -503435.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -503514.812500 Penalty: 2790.926270
	Iteration 15Q: 3 clusters Score -503514.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -503597.500000 Penalty: 2790.926270
	Iteration 16Q: 3 clusters Score -503597.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -503682.812500 Penalty: 2790.926270
	Iteration 17Q: 3 clusters Score -503682.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -503773.187500 Penalty: 2790.926270
	Iteration 18Q: 3 clusters Score -503773.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -503843.468750 Penalty: 2790.926270
	Iteration 19Q: 3 clusters Score -503843.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -503891.437500 Penalty: 2790.926270
	Iteration 20F: 3 clusters Score -503891.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -503933.937500 Penalty: 2790.926270
	Iteration 21Q: 3 clusters Score -503933.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -503968.218750 Penalty: 2790.926270
	Iteration 22Q: 3 clusters Score -503968.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -504007.531250 Penalty: 2790.926270
	Iteration 23Q: 3 clusters Score -504007.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -504036.281250 Penalty: 2790.926270
	Iteration 24Q: 3 clusters Score -504036.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -504059.343750 Penalty: 2790.926270
	Iteration 25Q: 3 clusters Score -504059.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -504078.593750 Penalty: 2790.926270
	Iteration 26Q: 3 clusters Score -504078.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -504094.937500 Penalty: 2790.926270
	Iteration 27Q: 3 clusters Score -504094.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -504111.093750 Penalty: 2790.926270
	Iteration 28Q: 3 clusters Score -504111.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -504127.625000 Penalty: 2790.926270
	Iteration 29Q: 3 clusters Score -504127.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -504143.375000 Penalty: 2790.926270
	Iteration 30Q: 3 clusters Score -504143.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -504168.250000 Penalty: 2790.926270
	Iteration 31Q: 3 clusters Score -504168.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -504187.593750 Penalty: 2790.926270
	Iteration 32Q: 3 clusters Score -504187.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -504211.343750 Penalty: 2790.926270
	Iteration 33Q: 3 clusters Score -504211.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -504224.000000 Penalty: 2790.926270
	Iteration 34Q: 3 clusters Score -504224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -504233.718750 Penalty: 2790.926270
	Iteration 35Q: 3 clusters Score -504233.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -504243.375000 Penalty: 2790.926270
	Iteration 36Q: 3 clusters Score -504243.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -504249.375000 Penalty: 2790.926270
	Iteration 37Q: 3 clusters Score -504249.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -504255.156250 Penalty: 2790.926270
	Iteration 38Q: 3 clusters Score -504255.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -504261.906250 Penalty: 2790.926270
	Iteration 39Q: 3 clusters Score -504261.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -504266.093750 Penalty: 2790.926270
	Iteration 40F: 3 clusters Score -504266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -504273.718750 Penalty: 2790.926270
	Iteration 41Q: 3 clusters Score -504273.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -504285.562500 Penalty: 2790.926270
	Iteration 42Q: 3 clusters Score -504285.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -504292.250000 Penalty: 2790.926270
	Iteration 43Q: 3 clusters Score -504292.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -504298.000000 Penalty: 2790.926270
	Iteration 44Q: 3 clusters Score -504298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -504302.218750 Penalty: 2790.926270
	Iteration 45Q: 3 clusters Score -504302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -504305.937500 Penalty: 2790.926270
	Iteration 46Q: 3 clusters Score -504305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -504306.593750 Penalty: 2790.926270
	Iteration 47Q: 3 clusters Score -504306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -504306.500000 Penalty: 2790.926270
	Iteration 48Q: 3 clusters Score -504306.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -504306.500000 Penalty: 2790.926270
	Iteration 49F: 3 clusters Score -504306.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Entering Unmasked Estep 
Score: -541735.000000 Penalty: 1414.292847
	Iteration 0F: 2 clusters Score -541735 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 2936 members 
Entering Unmasked Estep 
Score: -537148.875000 Penalty: 2828.585693
	Iteration 0F: 3 clusters Score -537148.9 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -538730.187500 Penalty: 2828.585693
	Iteration 1F: 3 clusters Score -538730.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -539270.562500 Penalty: 2828.585693
	Iteration 2F: 3 clusters Score -539270.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -539705.500000 Penalty: 2828.585693
	Iteration 3F: 3 clusters Score -539705.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -540071.875000 Penalty: 2828.585693
	Iteration 4F: 3 clusters Score -540071.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -540367.312500 Penalty: 2828.585693
	Iteration 5F: 3 clusters Score -540367.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -540634.062500 Penalty: 2828.585693
	Iteration 6F: 3 clusters Score -540634.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -540823.312500 Penalty: 2828.585693
	Iteration 7Q: 3 clusters Score -540823.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -540935.062500 Penalty: 2828.585693
	Iteration 8Q: 3 clusters Score -540935.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -541003.500000 Penalty: 2828.585693
	Iteration 9Q: 3 clusters Score -541003.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -541045.250000 Penalty: 2828.585693
	Iteration 10Q: 3 clusters Score -541045.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -541073.125000 Penalty: 2828.585693
	Iteration 11Q: 3 clusters Score -541073.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -541094.312500 Penalty: 2828.585693
	Iteration 12Q: 3 clusters Score -541094.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -541101.750000 Penalty: 2828.585693
	Iteration 13Q: 3 clusters Score -541101.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -541108.500000 Penalty: 2828.585693
	Iteration 14Q: 3 clusters Score -541108.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -541113.125000 Penalty: 2828.585693
	Iteration 15Q: 3 clusters Score -541113.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -541114.625000 Penalty: 2828.585693
	Iteration 16Q: 3 clusters Score -541114.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -541117.375000 Penalty: 2828.585693
	Iteration 17Q: 3 clusters Score -541117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -541117.562500 Penalty: 2828.585693
	Iteration 18Q: 3 clusters Score -541117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -541120.000000 Penalty: 2828.585693
	Iteration 19Q: 3 clusters Score -541120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -541120.187500 Penalty: 2828.585693
	Iteration 20F: 3 clusters Score -541120.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -541122.000000 Penalty: 2828.585693
	Iteration 21Q: 3 clusters Score -541122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -541123.562500 Penalty: 2828.585693
	Iteration 22Q: 3 clusters Score -541123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -541126.125000 Penalty: 2828.585693
	Iteration 23Q: 3 clusters Score -541126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -541127.812500 Penalty: 2828.585693
	Iteration 24Q: 3 clusters Score -541127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -541129.375000 Penalty: 2828.585693
	Iteration 25Q: 3 clusters Score -541129.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -541131.937500 Penalty: 2828.585693
	Iteration 26Q: 3 clusters Score -541131.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -541133.312500 Penalty: 2828.585693
	Iteration 27Q: 3 clusters Score -541133.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -541134.437500 Penalty: 2828.585693
	Iteration 28Q: 3 clusters Score -541134.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -541136.375000 Penalty: 2828.585693
	Iteration 29Q: 3 clusters Score -541136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -541136.437500 Penalty: 2828.585693
	Iteration 30Q: 3 clusters Score -541136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -541139.687500 Penalty: 2828.585693
	Iteration 31Q: 3 clusters Score -541139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -541139.687500 Penalty: 2828.585693
	Iteration 32Q: 3 clusters Score -541139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -541141.687500 Penalty: 2828.585693
	Iteration 33Q: 3 clusters Score -541141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -541141.375000 Penalty: 2828.585693
	Iteration 34Q: 3 clusters Score -541141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -541142.375000 Penalty: 2828.585693
	Iteration 35Q: 3 clusters Score -541142.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -541143.500000 Penalty: 2828.585693
	Iteration 36Q: 3 clusters Score -541143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -541145.250000 Penalty: 2828.585693
	Iteration 37Q: 3 clusters Score -541145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -541146.875000 Penalty: 2828.585693
	Iteration 38Q: 3 clusters Score -541146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -541147.562500 Penalty: 2828.585693
	Iteration 39Q: 3 clusters Score -541147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -541149.500000 Penalty: 2828.585693
	Iteration 40F: 3 clusters Score -541149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -541151.125000 Penalty: 2828.585693
	Iteration 41Q: 3 clusters Score -541151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -541156.125000 Penalty: 2828.585693
	Iteration 42Q: 3 clusters Score -541156.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -541159.312500 Penalty: 2828.585693
	Iteration 43Q: 3 clusters Score -541159.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -541163.000000 Penalty: 2828.585693
	Iteration 44Q: 3 clusters Score -541163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -541169.250000 Penalty: 2828.585693
	Iteration 45Q: 3 clusters Score -541169.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -541172.000000 Penalty: 2828.585693
	Iteration 46Q: 3 clusters Score -541172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -541178.750000 Penalty: 2828.585693
	Iteration 47Q: 3 clusters Score -541178.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -541184.937500 Penalty: 2828.585693
	Iteration 48Q: 3 clusters Score -541184.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -541189.937500 Penalty: 2828.585693
	Iteration 49Q: 3 clusters Score -541189.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -541198.375000 Penalty: 2828.585693
	Iteration 50Q: 3 clusters Score -541198.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -541207.875000 Penalty: 2828.585693
	Iteration 51Q: 3 clusters Score -541207.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -541216.625000 Penalty: 2828.585693
	Iteration 52Q: 3 clusters Score -541216.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -541223.187500 Penalty: 2828.585693
	Iteration 53Q: 3 clusters Score -541223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -541228.812500 Penalty: 2828.585693
	Iteration 54Q: 3 clusters Score -541228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -541231.375000 Penalty: 2828.585693
	Iteration 55Q: 3 clusters Score -541231.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -541235.437500 Penalty: 2828.585693
	Iteration 56Q: 3 clusters Score -541235.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -541239.000000 Penalty: 2828.585693
	Iteration 57Q: 3 clusters Score -541239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -541241.750000 Penalty: 2828.585693
	Iteration 58Q: 3 clusters Score -541241.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -541245.562500 Penalty: 2828.585693
	Iteration 59Q: 3 clusters Score -541245.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -541248.875000 Penalty: 2828.585693
	Iteration 60F: 3 clusters Score -541248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -541252.750000 Penalty: 2828.585693
	Iteration 61Q: 3 clusters Score -541252.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -541254.500000 Penalty: 2828.585693
	Iteration 62Q: 3 clusters Score -541254.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -541256.000000 Penalty: 2828.585693
	Iteration 63Q: 3 clusters Score -541256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -541257.000000 Penalty: 2828.585693
	Iteration 64Q: 3 clusters Score -541257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -541259.000000 Penalty: 2828.585693
	Iteration 65Q: 3 clusters Score -541259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -541257.875000 Penalty: 2828.585693
	Iteration 66Q: 3 clusters Score -541257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -541258.500000 Penalty: 2828.585693
	Iteration 67Q: 3 clusters Score -541258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -541258.500000 Penalty: 2828.585693
	Iteration 68F: 3 clusters Score -541258.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -440997.250000 Penalty: 1381.059082
	Iteration 0F: 2 clusters Score -440997.2 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 2504 members 
Entering Unmasked Estep 
Score: -437129.281250 Penalty: 2762.118164
	Iteration 0F: 3 clusters Score -437129.3 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -438228.906250 Penalty: 2762.118164
	Iteration 1F: 3 clusters Score -438228.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -438440.437500 Penalty: 2762.118164
	Iteration 2F: 3 clusters Score -438440.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -438617.906250 Penalty: 2762.118164
	Iteration 3F: 3 clusters Score -438617.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -438773.562500 Penalty: 2762.118164
	Iteration 4Q: 3 clusters Score -438773.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -438946.812500 Penalty: 2762.118164
	Iteration 5F: 3 clusters Score -438946.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -439105.218750 Penalty: 2762.118164
	Iteration 6Q: 3 clusters Score -439105.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -439263.031250 Penalty: 2762.118164
	Iteration 7Q: 3 clusters Score -439263 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -439395.343750 Penalty: 2762.118164
	Iteration 8Q: 3 clusters Score -439395.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -439507.781250 Penalty: 2762.118164
	Iteration 9Q: 3 clusters Score -439507.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -439603.531250 Penalty: 2762.118164
	Iteration 10Q: 3 clusters Score -439603.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -439661.281250 Penalty: 2762.118164
	Iteration 11Q: 3 clusters Score -439661.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -439713.906250 Penalty: 2762.118164
	Iteration 12Q: 3 clusters Score -439713.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -439759.968750 Penalty: 2762.118164
	Iteration 13Q: 3 clusters Score -439760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -439793.593750 Penalty: 2762.118164
	Iteration 14Q: 3 clusters Score -439793.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -439830.093750 Penalty: 2762.118164
	Iteration 15Q: 3 clusters Score -439830.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -439860.062500 Penalty: 2762.118164
	Iteration 16Q: 3 clusters Score -439860.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -439882.625000 Penalty: 2762.118164
	Iteration 17Q: 3 clusters Score -439882.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -439898.906250 Penalty: 2762.118164
	Iteration 18Q: 3 clusters Score -439898.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -439907.156250 Penalty: 2762.118164
	Iteration 19Q: 3 clusters Score -439907.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -439916.281250 Penalty: 2762.118164
	Iteration 20F: 3 clusters Score -439916.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -439927.156250 Penalty: 2762.118164
	Iteration 21Q: 3 clusters Score -439927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -439939.218750 Penalty: 2762.118164
	Iteration 22Q: 3 clusters Score -439939.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -439947.968750 Penalty: 2762.118164
	Iteration 23Q: 3 clusters Score -439948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -439952.593750 Penalty: 2762.118164
	Iteration 24Q: 3 clusters Score -439952.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -439957.750000 Penalty: 2762.118164
	Iteration 25Q: 3 clusters Score -439957.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -439962.531250 Penalty: 2762.118164
	Iteration 26Q: 3 clusters Score -439962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -439968.187500 Penalty: 2762.118164
	Iteration 27Q: 3 clusters Score -439968.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -439974.125000 Penalty: 2762.118164
	Iteration 28Q: 3 clusters Score -439974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -439978.687500 Penalty: 2762.118164
	Iteration 29Q: 3 clusters Score -439978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -439981.500000 Penalty: 2762.118164
	Iteration 30Q: 3 clusters Score -439981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -439983.437500 Penalty: 2762.118164
	Iteration 31Q: 3 clusters Score -439983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -439983.437500 Penalty: 2762.118164
	Iteration 32F: 3 clusters Score -439983.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -278290.656250 Penalty: 1309.375366
	Iteration 0F: 2 clusters Score -278290.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -275539.031250 Penalty: 2618.750732
	Iteration 0F: 3 clusters Score -275539 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -276412.156250 Penalty: 2618.750732
	Iteration 1F: 3 clusters Score -276412.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -276773.812500 Penalty: 2618.750732
	Iteration 2F: 3 clusters Score -276773.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -277019.281250 Penalty: 2618.750732
	Iteration 3F: 3 clusters Score -277019.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -277202.781250 Penalty: 2618.750732
	Iteration 4F: 3 clusters Score -277202.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -277422.031250 Penalty: 2618.750732
	Iteration 5Q: 3 clusters Score -277422 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -277751.000000 Penalty: 2618.750732
	Iteration 6F: 3 clusters Score -277751 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -278059.968750 Penalty: 2618.750732
	Iteration 7Q: 3 clusters Score -278060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -278375.437500 Penalty: 2618.750732
	Iteration 8Q: 3 clusters Score -278375.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -278566.656250 Penalty: 2618.750732
	Iteration 9Q: 3 clusters Score -278566.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -278716.906250 Penalty: 2618.750732
	Iteration 10Q: 3 clusters Score -278716.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -278843.031250 Penalty: 2618.750732
	Iteration 11Q: 3 clusters Score -278843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -278935.781250 Penalty: 2618.750732
	Iteration 12Q: 3 clusters Score -278935.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -278979.562500 Penalty: 2618.750732
	Iteration 13Q: 3 clusters Score -278979.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -278990.281250 Penalty: 2618.750732
	Iteration 14Q: 3 clusters Score -278990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -278992.906250 Penalty: 2618.750732
	Iteration 15Q: 3 clusters Score -278992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -278993.468750 Penalty: 2618.750732
	Iteration 16Q: 3 clusters Score -278993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -278993.812500 Penalty: 2618.750732
	Iteration 17Q: 3 clusters Score -278993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -278994.250000 Penalty: 2618.750732
	Iteration 18Q: 3 clusters Score -278994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -278994.250000 Penalty: 2618.750732
	Iteration 19F: 3 clusters Score -278994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 41591 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 7125 members 
Mstep: Class 19 contains 47020 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 63023 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 1073 members 
Entering Unmasked Estep 
Score: -49738316.000000 Penalty: 70815.945312
Splitting cluster 7 changes total score from -49738316.000000 to -49738316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (37280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Entering Unmasked Estep 
Score: -3649485.250000 Penalty: 1710.509521
	Iteration 0F: 2 clusters Score -3649485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3627539.000000 Penalty: 3421.019043
	Iteration 0F: 3 clusters Score -3627539 nChanged 17247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3637364.250000 Penalty: 3421.019043
	Iteration 1F: 3 clusters Score -3637364 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3638049.500000 Penalty: 3421.019043
	Iteration 2Q: 3 clusters Score -3638050 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3638796.250000 Penalty: 3421.019043
	Iteration 3F: 3 clusters Score -3638796 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3639707.000000 Penalty: 3421.019043
	Iteration 4F: 3 clusters Score -3639707 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3640749.750000 Penalty: 3421.019043
	Iteration 5F: 3 clusters Score -3640750 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3641889.750000 Penalty: 3421.019043
	Iteration 6F: 3 clusters Score -3641890 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3643053.750000 Penalty: 3421.019043
	Iteration 7F: 3 clusters Score -3643054 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3644253.750000 Penalty: 3421.019043
	Iteration 8F: 3 clusters Score -3644254 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3645409.750000 Penalty: 3421.019043
	Iteration 9Q: 3 clusters Score -3645410 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3646406.250000 Penalty: 3421.019043
	Iteration 10Q: 3 clusters Score -3646406 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3647181.500000 Penalty: 3421.019043
	Iteration 11Q: 3 clusters Score -3647182 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3647695.500000 Penalty: 3421.019043
	Iteration 12Q: 3 clusters Score -3647696 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3647971.000000 Penalty: 3421.019043
	Iteration 13Q: 3 clusters Score -3647971 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3648214.750000 Penalty: 3421.019043
	Iteration 14Q: 3 clusters Score -3648215 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3648439.750000 Penalty: 3421.019043
	Iteration 15Q: 3 clusters Score -3648440 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3648663.000000 Penalty: 3421.019043
	Iteration 16Q: 3 clusters Score -3648663 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3648843.000000 Penalty: 3421.019043
	Iteration 17Q: 3 clusters Score -3648843 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3649024.750000 Penalty: 3421.019043
	Iteration 18Q: 3 clusters Score -3649025 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3649193.750000 Penalty: 3421.019043
	Iteration 19Q: 3 clusters Score -3649194 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3649366.500000 Penalty: 3421.019043
	Iteration 20F: 3 clusters Score -3649366 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3649519.500000 Penalty: 3421.019043
	Iteration 21Q: 3 clusters Score -3649520 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3649594.500000 Penalty: 3421.019043
	Iteration 22Q: 3 clusters Score -3649594 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3649681.250000 Penalty: 3421.019043
	Iteration 23Q: 3 clusters Score -3649681 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3649737.000000 Penalty: 3421.019043
	Iteration 24Q: 3 clusters Score -3649737 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3649789.000000 Penalty: 3421.019043
	Iteration 25Q: 3 clusters Score -3649789 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3649841.250000 Penalty: 3421.019043
	Iteration 26Q: 3 clusters Score -3649841 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3649876.750000 Penalty: 3421.019043
	Iteration 27Q: 3 clusters Score -3649877 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3649889.500000 Penalty: 3421.019043
	Iteration 28Q: 3 clusters Score -3649890 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3649857.750000 Penalty: 3421.019043
	Iteration 29Q: 3 clusters Score -3649858 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3649796.000000 Penalty: 3421.019043
	Iteration 30Q: 3 clusters Score -3649796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3649727.750000 Penalty: 3421.019043
	Iteration 31Q: 3 clusters Score -3649728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3649650.750000 Penalty: 3421.019043
	Iteration 32Q: 3 clusters Score -3649651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3649605.000000 Penalty: 3421.019043
	Iteration 33Q: 3 clusters Score -3649605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3649593.250000 Penalty: 3421.019043
	Iteration 34Q: 3 clusters Score -3649593 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3649547.250000 Penalty: 3421.019043
	Iteration 35Q: 3 clusters Score -3649547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3649498.500000 Penalty: 3421.019043
	Iteration 36Q: 3 clusters Score -3649498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3649461.750000 Penalty: 3421.019043
	Iteration 37Q: 3 clusters Score -3649462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3649438.750000 Penalty: 3421.019043
	Iteration 38Q: 3 clusters Score -3649439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3649407.250000 Penalty: 3421.019043
	Iteration 39Q: 3 clusters Score -3649407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3649393.000000 Penalty: 3421.019043
	Iteration 40F: 3 clusters Score -3649393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3649371.500000 Penalty: 3421.019043
	Iteration 41Q: 3 clusters Score -3649372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3649358.750000 Penalty: 3421.019043
	Iteration 42Q: 3 clusters Score -3649359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3649345.500000 Penalty: 3421.019043
	Iteration 43Q: 3 clusters Score -3649346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3649322.750000 Penalty: 3421.019043
	Iteration 44Q: 3 clusters Score -3649323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3649316.000000 Penalty: 3421.019043
	Iteration 45Q: 3 clusters Score -3649316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3649304.000000 Penalty: 3421.019043
	Iteration 46Q: 3 clusters Score -3649304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3649295.750000 Penalty: 3421.019043
	Iteration 47Q: 3 clusters Score -3649296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3649285.750000 Penalty: 3421.019043
	Iteration 48Q: 3 clusters Score -3649286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3649272.250000 Penalty: 3421.019043
	Iteration 49Q: 3 clusters Score -3649272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3649263.250000 Penalty: 3421.019043
	Iteration 50Q: 3 clusters Score -3649263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3649254.000000 Penalty: 3421.019043
	Iteration 51Q: 3 clusters Score -3649254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3649233.500000 Penalty: 3421.019043
	Iteration 52Q: 3 clusters Score -3649234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3649225.250000 Penalty: 3421.019043
	Iteration 53Q: 3 clusters Score -3649225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3649204.750000 Penalty: 3421.019043
	Iteration 54Q: 3 clusters Score -3649205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3649182.250000 Penalty: 3421.019043
	Iteration 55Q: 3 clusters Score -3649182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3649180.500000 Penalty: 3421.019043
	Iteration 56Q: 3 clusters Score -3649180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3649165.000000 Penalty: 3421.019043
	Iteration 57Q: 3 clusters Score -3649165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3649152.000000 Penalty: 3421.019043
	Iteration 58Q: 3 clusters Score -3649152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3649132.500000 Penalty: 3421.019043
	Iteration 59Q: 3 clusters Score -3649132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3649107.250000 Penalty: 3421.019043
	Iteration 60F: 3 clusters Score -3649107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3649101.250000 Penalty: 3421.019043
	Iteration 61Q: 3 clusters Score -3649101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3649081.750000 Penalty: 3421.019043
	Iteration 62Q: 3 clusters Score -3649082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3649075.000000 Penalty: 3421.019043
	Iteration 63Q: 3 clusters Score -3649075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3649061.000000 Penalty: 3421.019043
	Iteration 64Q: 3 clusters Score -3649061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3649047.000000 Penalty: 3421.019043
	Iteration 65Q: 3 clusters Score -3649047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3649030.750000 Penalty: 3421.019043
	Iteration 66Q: 3 clusters Score -3649031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3649009.000000 Penalty: 3421.019043
	Iteration 67Q: 3 clusters Score -3649009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3649003.000000 Penalty: 3421.019043
	Iteration 68Q: 3 clusters Score -3649003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3648983.750000 Penalty: 3421.019043
	Iteration 69Q: 3 clusters Score -3648984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3648980.250000 Penalty: 3421.019043
	Iteration 70Q: 3 clusters Score -3648980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3648982.500000 Penalty: 3421.019043
	Iteration 71Q: 3 clusters Score -3648982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3648978.000000 Penalty: 3421.019043
	Iteration 72Q: 3 clusters Score -3648978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3648969.250000 Penalty: 3421.019043
	Iteration 73Q: 3 clusters Score -3648969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3648961.750000 Penalty: 3421.019043
	Iteration 74Q: 3 clusters Score -3648962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3648958.750000 Penalty: 3421.019043
	Iteration 75Q: 3 clusters Score -3648959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3648961.500000 Penalty: 3421.019043
	Iteration 76Q: 3 clusters Score -3648962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3648952.750000 Penalty: 3421.019043
	Iteration 77Q: 3 clusters Score -3648953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3648952.250000 Penalty: 3421.019043
	Iteration 78Q: 3 clusters Score -3648952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3648955.250000 Penalty: 3421.019043
	Iteration 79Q: 3 clusters Score -3648955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3648952.750000 Penalty: 3421.019043
	Iteration 80F: 3 clusters Score -3648953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3648954.000000 Penalty: 3421.019043
	Iteration 81Q: 3 clusters Score -3648954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3648958.250000 Penalty: 3421.019043
	Iteration 82Q: 3 clusters Score -3648958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3648956.000000 Penalty: 3421.019043
	Iteration 83Q: 3 clusters Score -3648956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3648954.500000 Penalty: 3421.019043
	Iteration 84Q: 3 clusters Score -3648954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3648954.250000 Penalty: 3421.019043
	Iteration 85Q: 3 clusters Score -3648954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3648959.500000 Penalty: 3421.019043
	Iteration 86Q: 3 clusters Score -3648960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3648951.000000 Penalty: 3421.019043
	Iteration 87Q: 3 clusters Score -3648951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3648948.500000 Penalty: 3421.019043
	Iteration 88Q: 3 clusters Score -3648948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3648944.000000 Penalty: 3421.019043
	Iteration 89Q: 3 clusters Score -3648944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3648940.750000 Penalty: 3421.019043
	Iteration 90Q: 3 clusters Score -3648941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3648943.750000 Penalty: 3421.019043
	Iteration 91Q: 3 clusters Score -3648944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3648947.250000 Penalty: 3421.019043
	Iteration 92Q: 3 clusters Score -3648947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3648944.000000 Penalty: 3421.019043
	Iteration 93Q: 3 clusters Score -3648944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3648941.250000 Penalty: 3421.019043
	Iteration 94Q: 3 clusters Score -3648941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3648936.000000 Penalty: 3421.019043
	Iteration 95Q: 3 clusters Score -3648936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3648931.250000 Penalty: 3421.019043
	Iteration 96Q: 3 clusters Score -3648931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3648924.750000 Penalty: 3421.019043
	Iteration 97Q: 3 clusters Score -3648925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3648924.750000 Penalty: 3421.019043
	Iteration 98F: 3 clusters Score -3648925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Entering Unmasked Estep 
Score: -3956079.250000 Penalty: 1728.291382
	Iteration 0F: 2 clusters Score -3956079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3931766.750000 Penalty: 3456.582764
	Iteration 0F: 3 clusters Score -3931767 nChanged 19382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3942616.000000 Penalty: 3456.582764
	Iteration 1F: 3 clusters Score -3942616 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3943203.750000 Penalty: 3456.582764
	Iteration 2Q: 3 clusters Score -3943204 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3943938.750000 Penalty: 3456.582764
	Iteration 3Q: 3 clusters Score -3943939 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3944859.500000 Penalty: 3456.582764
	Iteration 4Q: 3 clusters Score -3944860 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3945775.000000 Penalty: 3456.582764
	Iteration 5Q: 3 clusters Score -3945775 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3946455.500000 Penalty: 3456.582764
	Iteration 6Q: 3 clusters Score -3946456 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3947136.750000 Penalty: 3456.582764
	Iteration 7Q: 3 clusters Score -3947137 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3947847.750000 Penalty: 3456.582764
	Iteration 8Q: 3 clusters Score -3947848 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3948747.000000 Penalty: 3456.582764
	Iteration 9Q: 3 clusters Score -3948747 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3949783.750000 Penalty: 3456.582764
	Iteration 10Q: 3 clusters Score -3949784 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3950856.500000 Penalty: 3456.582764
	Iteration 11Q: 3 clusters Score -3950856 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3951684.250000 Penalty: 3456.582764
	Iteration 12Q: 3 clusters Score -3951684 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3952211.000000 Penalty: 3456.582764
	Iteration 13Q: 3 clusters Score -3952211 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3952549.250000 Penalty: 3456.582764
	Iteration 14Q: 3 clusters Score -3952549 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3952830.500000 Penalty: 3456.582764
	Iteration 15Q: 3 clusters Score -3952830 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3953077.250000 Penalty: 3456.582764
	Iteration 16Q: 3 clusters Score -3953077 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3953383.250000 Penalty: 3456.582764
	Iteration 17Q: 3 clusters Score -3953383 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3953683.000000 Penalty: 3456.582764
	Iteration 18Q: 3 clusters Score -3953683 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3954036.500000 Penalty: 3456.582764
	Iteration 19Q: 3 clusters Score -3954036 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3954398.500000 Penalty: 3456.582764
	Iteration 20F: 3 clusters Score -3954398 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3954825.500000 Penalty: 3456.582764
	Iteration 21Q: 3 clusters Score -3954826 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -3955271.000000 Penalty: 3456.582764
	Iteration 22Q: 3 clusters Score -3955271 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3955733.000000 Penalty: 3456.582764
	Iteration 23Q: 3 clusters Score -3955733 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -3956189.500000 Penalty: 3456.582764
	Iteration 24Q: 3 clusters Score -3956190 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -3956584.500000 Penalty: 3456.582764
	Iteration 25Q: 3 clusters Score -3956584 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -3956802.500000 Penalty: 3456.582764
	Iteration 26Q: 3 clusters Score -3956802 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -3956953.250000 Penalty: 3456.582764
	Iteration 27Q: 3 clusters Score -3956953 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3957030.750000 Penalty: 3456.582764
	Iteration 28Q: 3 clusters Score -3957031 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -3957096.000000 Penalty: 3456.582764
	Iteration 29Q: 3 clusters Score -3957096 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3957124.250000 Penalty: 3456.582764
	Iteration 30Q: 3 clusters Score -3957124 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -3957137.000000 Penalty: 3456.582764
	Iteration 31Q: 3 clusters Score -3957137 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -3957128.750000 Penalty: 3456.582764
	Iteration 32Q: 3 clusters Score -3957129 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -3957079.750000 Penalty: 3456.582764
	Iteration 33Q: 3 clusters Score -3957080 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -3957069.750000 Penalty: 3456.582764
	Iteration 34Q: 3 clusters Score -3957070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -3957036.250000 Penalty: 3456.582764
	Iteration 35Q: 3 clusters Score -3957036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -3957028.750000 Penalty: 3456.582764
	Iteration 36Q: 3 clusters Score -3957029 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -3956999.500000 Penalty: 3456.582764
	Iteration 37Q: 3 clusters Score -3957000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -3956970.750000 Penalty: 3456.582764
	Iteration 38Q: 3 clusters Score -3956971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -3956956.000000 Penalty: 3456.582764
	Iteration 39Q: 3 clusters Score -3956956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -3956953.500000 Penalty: 3456.582764
	Iteration 40F: 3 clusters Score -3956954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -3956952.750000 Penalty: 3456.582764
	Iteration 41Q: 3 clusters Score -3956953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -3956953.500000 Penalty: 3456.582764
	Iteration 42Q: 3 clusters Score -3956954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -3956956.000000 Penalty: 3456.582764
	Iteration 43Q: 3 clusters Score -3956956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -3956948.000000 Penalty: 3456.582764
	Iteration 44Q: 3 clusters Score -3956948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -3956939.250000 Penalty: 3456.582764
	Iteration 45Q: 3 clusters Score -3956939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -3956928.500000 Penalty: 3456.582764
	Iteration 46Q: 3 clusters Score -3956928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -3956919.500000 Penalty: 3456.582764
	Iteration 47Q: 3 clusters Score -3956920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -3956910.500000 Penalty: 3456.582764
	Iteration 48Q: 3 clusters Score -3956910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -3956917.500000 Penalty: 3456.582764
	Iteration 49Q: 3 clusters Score -3956918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -3956907.500000 Penalty: 3456.582764
	Iteration 50Q: 3 clusters Score -3956908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -3956905.250000 Penalty: 3456.582764
	Iteration 51Q: 3 clusters Score -3956905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -3956899.000000 Penalty: 3456.582764
	Iteration 52Q: 3 clusters Score -3956899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -3956904.000000 Penalty: 3456.582764
	Iteration 53Q: 3 clusters Score -3956904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -3956903.000000 Penalty: 3456.582764
	Iteration 54Q: 3 clusters Score -3956903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -3956903.000000 Penalty: 3456.582764
	Iteration 55F: 3 clusters Score -3956903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 7125 members 
Mstep: Class 19 contains 47020 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 63023 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 39098 members 
Entering Unmasked Estep 
Score: -49738980.000000 Penalty: 70815.945312
Splitting cluster 9 changes total score from -49738316.000000 to -49738980.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -270013.531250 Penalty: 1297.972778
	Iteration 0F: 2 clusters Score -270013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -267346.312500 Penalty: 2595.945557
	Iteration 0F: 3 clusters Score -267346.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -267999.375000 Penalty: 2595.945557
	Iteration 1F: 3 clusters Score -267999.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -268160.218750 Penalty: 2595.945557
	Iteration 2F: 3 clusters Score -268160.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -268293.406250 Penalty: 2595.945557
	Iteration 3F: 3 clusters Score -268293.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -268374.000000 Penalty: 2595.945557
	Iteration 4Q: 3 clusters Score -268374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -268434.750000 Penalty: 2595.945557
	Iteration 5Q: 3 clusters Score -268434.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -268503.812500 Penalty: 2595.945557
	Iteration 6Q: 3 clusters Score -268503.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -268585.718750 Penalty: 2595.945557
	Iteration 7Q: 3 clusters Score -268585.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -268664.656250 Penalty: 2595.945557
	Iteration 8Q: 3 clusters Score -268664.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -268737.437500 Penalty: 2595.945557
	Iteration 9Q: 3 clusters Score -268737.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -268796.312500 Penalty: 2595.945557
	Iteration 10Q: 3 clusters Score -268796.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -268859.375000 Penalty: 2595.945557
	Iteration 11Q: 3 clusters Score -268859.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -268918.906250 Penalty: 2595.945557
	Iteration 12Q: 3 clusters Score -268918.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -268960.906250 Penalty: 2595.945557
	Iteration 13Q: 3 clusters Score -268960.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -268997.812500 Penalty: 2595.945557
	Iteration 14Q: 3 clusters Score -268997.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -269024.812500 Penalty: 2595.945557
	Iteration 15Q: 3 clusters Score -269024.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -269038.937500 Penalty: 2595.945557
	Iteration 16Q: 3 clusters Score -269038.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -269047.750000 Penalty: 2595.945557
	Iteration 17Q: 3 clusters Score -269047.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -269055.875000 Penalty: 2595.945557
	Iteration 18Q: 3 clusters Score -269055.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -269061.312500 Penalty: 2595.945557
	Iteration 19Q: 3 clusters Score -269061.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -269068.312500 Penalty: 2595.945557
	Iteration 20F: 3 clusters Score -269068.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -269073.656250 Penalty: 2595.945557
	Iteration 21Q: 3 clusters Score -269073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -269076.781250 Penalty: 2595.945557
	Iteration 22Q: 3 clusters Score -269076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -269080.375000 Penalty: 2595.945557
	Iteration 23Q: 3 clusters Score -269080.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -269084.343750 Penalty: 2595.945557
	Iteration 24Q: 3 clusters Score -269084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -269086.031250 Penalty: 2595.945557
	Iteration 25Q: 3 clusters Score -269086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -269086.406250 Penalty: 2595.945557
	Iteration 26Q: 3 clusters Score -269086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -269087.593750 Penalty: 2595.945557
	Iteration 27Q: 3 clusters Score -269087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -269088.718750 Penalty: 2595.945557
	Iteration 28Q: 3 clusters Score -269088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -269089.656250 Penalty: 2595.945557
	Iteration 29Q: 3 clusters Score -269089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -269089.906250 Penalty: 2595.945557
	Iteration 30Q: 3 clusters Score -269089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -269089.906250 Penalty: 2595.945557
	Iteration 31F: 3 clusters Score -269089.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -593921.625000 Penalty: 1426.302734
	Iteration 0F: 2 clusters Score -593921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -588975.187500 Penalty: 2852.605469
	Iteration 0F: 3 clusters Score -588975.2 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -590522.250000 Penalty: 2852.605469
	Iteration 1F: 3 clusters Score -590522.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -590753.625000 Penalty: 2852.605469
	Iteration 2F: 3 clusters Score -590753.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -590922.437500 Penalty: 2852.605469
	Iteration 3F: 3 clusters Score -590922.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -591061.312500 Penalty: 2852.605469
	Iteration 4Q: 3 clusters Score -591061.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -591193.312500 Penalty: 2852.605469
	Iteration 5Q: 3 clusters Score -591193.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -591309.750000 Penalty: 2852.605469
	Iteration 6Q: 3 clusters Score -591309.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -591424.750000 Penalty: 2852.605469
	Iteration 7Q: 3 clusters Score -591424.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -591560.500000 Penalty: 2852.605469
	Iteration 8Q: 3 clusters Score -591560.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -591702.750000 Penalty: 2852.605469
	Iteration 9Q: 3 clusters Score -591702.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -591841.125000 Penalty: 2852.605469
	Iteration 10Q: 3 clusters Score -591841.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -591963.062500 Penalty: 2852.605469
	Iteration 11Q: 3 clusters Score -591963.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -592059.875000 Penalty: 2852.605469
	Iteration 12Q: 3 clusters Score -592059.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -592141.687500 Penalty: 2852.605469
	Iteration 13Q: 3 clusters Score -592141.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -592212.375000 Penalty: 2852.605469
	Iteration 14Q: 3 clusters Score -592212.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -592260.250000 Penalty: 2852.605469
	Iteration 15Q: 3 clusters Score -592260.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -592302.250000 Penalty: 2852.605469
	Iteration 16Q: 3 clusters Score -592302.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -592339.000000 Penalty: 2852.605469
	Iteration 17Q: 3 clusters Score -592339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -592365.812500 Penalty: 2852.605469
	Iteration 18Q: 3 clusters Score -592365.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -592390.875000 Penalty: 2852.605469
	Iteration 19Q: 3 clusters Score -592390.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -592405.250000 Penalty: 2852.605469
	Iteration 20F: 3 clusters Score -592405.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -592421.312500 Penalty: 2852.605469
	Iteration 21Q: 3 clusters Score -592421.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -592436.000000 Penalty: 2852.605469
	Iteration 22Q: 3 clusters Score -592436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -592455.562500 Penalty: 2852.605469
	Iteration 23Q: 3 clusters Score -592455.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -592471.000000 Penalty: 2852.605469
	Iteration 24Q: 3 clusters Score -592471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -592483.937500 Penalty: 2852.605469
	Iteration 25Q: 3 clusters Score -592483.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -592494.937500 Penalty: 2852.605469
	Iteration 26Q: 3 clusters Score -592494.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -592502.062500 Penalty: 2852.605469
	Iteration 27Q: 3 clusters Score -592502.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -592506.500000 Penalty: 2852.605469
	Iteration 28Q: 3 clusters Score -592506.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -592510.687500 Penalty: 2852.605469
	Iteration 29Q: 3 clusters Score -592510.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -592516.062500 Penalty: 2852.605469
	Iteration 30Q: 3 clusters Score -592516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -592520.000000 Penalty: 2852.605469
	Iteration 31Q: 3 clusters Score -592520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -592521.437500 Penalty: 2852.605469
	Iteration 32Q: 3 clusters Score -592521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -592523.625000 Penalty: 2852.605469
	Iteration 33Q: 3 clusters Score -592523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -592524.312500 Penalty: 2852.605469
	Iteration 34Q: 3 clusters Score -592524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -592526.750000 Penalty: 2852.605469
	Iteration 35Q: 3 clusters Score -592526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -592528.812500 Penalty: 2852.605469
	Iteration 36Q: 3 clusters Score -592528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -592529.000000 Penalty: 2852.605469
	Iteration 37Q: 3 clusters Score -592529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -592531.375000 Penalty: 2852.605469
	Iteration 38Q: 3 clusters Score -592531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -592534.000000 Penalty: 2852.605469
	Iteration 39Q: 3 clusters Score -592534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -592537.000000 Penalty: 2852.605469
	Iteration 40F: 3 clusters Score -592537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -592539.437500 Penalty: 2852.605469
	Iteration 41Q: 3 clusters Score -592539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -592541.187500 Penalty: 2852.605469
	Iteration 42Q: 3 clusters Score -592541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -592542.312500 Penalty: 2852.605469
	Iteration 43Q: 3 clusters Score -592542.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -592542.500000 Penalty: 2852.605469
	Iteration 44Q: 3 clusters Score -592542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -592543.437500 Penalty: 2852.605469
	Iteration 45Q: 3 clusters Score -592543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -592544.250000 Penalty: 2852.605469
	Iteration 46Q: 3 clusters Score -592544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -592547.125000 Penalty: 2852.605469
	Iteration 47Q: 3 clusters Score -592547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -592549.625000 Penalty: 2852.605469
	Iteration 48Q: 3 clusters Score -592549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -592550.750000 Penalty: 2852.605469
	Iteration 49Q: 3 clusters Score -592550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -592556.250000 Penalty: 2852.605469
	Iteration 50Q: 3 clusters Score -592556.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -592559.000000 Penalty: 2852.605469
	Iteration 51Q: 3 clusters Score -592559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -592561.187500 Penalty: 2852.605469
	Iteration 52Q: 3 clusters Score -592561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -592564.500000 Penalty: 2852.605469
	Iteration 53Q: 3 clusters Score -592564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -592566.250000 Penalty: 2852.605469
	Iteration 54Q: 3 clusters Score -592566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -592567.437500 Penalty: 2852.605469
	Iteration 55Q: 3 clusters Score -592567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -592567.250000 Penalty: 2852.605469
	Iteration 56Q: 3 clusters Score -592567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -592570.000000 Penalty: 2852.605469
	Iteration 57Q: 3 clusters Score -592570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -592571.937500 Penalty: 2852.605469
	Iteration 58Q: 3 clusters Score -592571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -592574.687500 Penalty: 2852.605469
	Iteration 59Q: 3 clusters Score -592574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -592576.937500 Penalty: 2852.605469
	Iteration 60F: 3 clusters Score -592576.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -592580.000000 Penalty: 2852.605469
	Iteration 61Q: 3 clusters Score -592580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -592580.812500 Penalty: 2852.605469
	Iteration 62Q: 3 clusters Score -592580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -592581.562500 Penalty: 2852.605469
	Iteration 63Q: 3 clusters Score -592581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -592581.937500 Penalty: 2852.605469
	Iteration 64Q: 3 clusters Score -592581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -592583.000000 Penalty: 2852.605469
	Iteration 65Q: 3 clusters Score -592583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -592582.812500 Penalty: 2852.605469
	Iteration 66Q: 3 clusters Score -592582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -592583.312500 Penalty: 2852.605469
	Iteration 67Q: 3 clusters Score -592583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -592583.312500 Penalty: 2852.605469
	Iteration 68F: 3 clusters Score -592583.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Entering Unmasked Estep 
Score: -1225359.875000 Penalty: 1541.030396
	Iteration 0F: 2 clusters Score -1225360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1216213.250000 Penalty: 3082.060791
	Iteration 0F: 3 clusters Score -1216213 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1219560.125000 Penalty: 3082.060791
	Iteration 1F: 3 clusters Score -1219560 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1220016.875000 Penalty: 3082.060791
	Iteration 2F: 3 clusters Score -1220017 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1220438.250000 Penalty: 3082.060791
	Iteration 3F: 3 clusters Score -1220438 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1220766.875000 Penalty: 3082.060791
	Iteration 4F: 3 clusters Score -1220767 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1221101.000000 Penalty: 3082.060791
	Iteration 5Q: 3 clusters Score -1221101 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1221446.000000 Penalty: 3082.060791
	Iteration 6Q: 3 clusters Score -1221446 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1221811.500000 Penalty: 3082.060791
	Iteration 7Q: 3 clusters Score -1221812 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1222199.625000 Penalty: 3082.060791
	Iteration 8Q: 3 clusters Score -1222200 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1222623.000000 Penalty: 3082.060791
	Iteration 9Q: 3 clusters Score -1222623 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1222948.625000 Penalty: 3082.060791
	Iteration 10Q: 3 clusters Score -1222949 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1223157.000000 Penalty: 3082.060791
	Iteration 11Q: 3 clusters Score -1223157 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1223290.750000 Penalty: 3082.060791
	Iteration 12Q: 3 clusters Score -1223291 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1223406.750000 Penalty: 3082.060791
	Iteration 13Q: 3 clusters Score -1223407 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1223499.750000 Penalty: 3082.060791
	Iteration 14Q: 3 clusters Score -1223500 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1223571.875000 Penalty: 3082.060791
	Iteration 15Q: 3 clusters Score -1223572 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1223625.375000 Penalty: 3082.060791
	Iteration 16Q: 3 clusters Score -1223625 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1223678.250000 Penalty: 3082.060791
	Iteration 17Q: 3 clusters Score -1223678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1223722.000000 Penalty: 3082.060791
	Iteration 18Q: 3 clusters Score -1223722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1223764.500000 Penalty: 3082.060791
	Iteration 19Q: 3 clusters Score -1223764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1223812.625000 Penalty: 3082.060791
	Iteration 20F: 3 clusters Score -1223813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1223863.500000 Penalty: 3082.060791
	Iteration 21Q: 3 clusters Score -1223864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1223903.500000 Penalty: 3082.060791
	Iteration 22Q: 3 clusters Score -1223904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1223944.625000 Penalty: 3082.060791
	Iteration 23Q: 3 clusters Score -1223945 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1223986.500000 Penalty: 3082.060791
	Iteration 24Q: 3 clusters Score -1223986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1224027.875000 Penalty: 3082.060791
	Iteration 25Q: 3 clusters Score -1224028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1224062.875000 Penalty: 3082.060791
	Iteration 26Q: 3 clusters Score -1224063 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1224092.625000 Penalty: 3082.060791
	Iteration 27Q: 3 clusters Score -1224093 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1224123.250000 Penalty: 3082.060791
	Iteration 28Q: 3 clusters Score -1224123 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1224155.125000 Penalty: 3082.060791
	Iteration 29Q: 3 clusters Score -1224155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1224183.750000 Penalty: 3082.060791
	Iteration 30Q: 3 clusters Score -1224184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1224214.500000 Penalty: 3082.060791
	Iteration 31Q: 3 clusters Score -1224214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1224241.875000 Penalty: 3082.060791
	Iteration 32Q: 3 clusters Score -1224242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1224253.375000 Penalty: 3082.060791
	Iteration 33Q: 3 clusters Score -1224253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1224269.750000 Penalty: 3082.060791
	Iteration 34Q: 3 clusters Score -1224270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1224286.750000 Penalty: 3082.060791
	Iteration 35Q: 3 clusters Score -1224287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1224299.125000 Penalty: 3082.060791
	Iteration 36Q: 3 clusters Score -1224299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1224311.750000 Penalty: 3082.060791
	Iteration 37Q: 3 clusters Score -1224312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1224319.125000 Penalty: 3082.060791
	Iteration 38Q: 3 clusters Score -1224319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1224326.375000 Penalty: 3082.060791
	Iteration 39Q: 3 clusters Score -1224326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1224336.875000 Penalty: 3082.060791
	Iteration 40F: 3 clusters Score -1224337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1224340.875000 Penalty: 3082.060791
	Iteration 41Q: 3 clusters Score -1224341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1224343.875000 Penalty: 3082.060791
	Iteration 42Q: 3 clusters Score -1224344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1224348.000000 Penalty: 3082.060791
	Iteration 43Q: 3 clusters Score -1224348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1224349.125000 Penalty: 3082.060791
	Iteration 44Q: 3 clusters Score -1224349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1224352.625000 Penalty: 3082.060791
	Iteration 45Q: 3 clusters Score -1224353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1224357.500000 Penalty: 3082.060791
	Iteration 46Q: 3 clusters Score -1224358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1224360.500000 Penalty: 3082.060791
	Iteration 47Q: 3 clusters Score -1224360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1224359.125000 Penalty: 3082.060791
	Iteration 48Q: 3 clusters Score -1224359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1224363.750000 Penalty: 3082.060791
	Iteration 49Q: 3 clusters Score -1224364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1224367.625000 Penalty: 3082.060791
	Iteration 50Q: 3 clusters Score -1224368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1224373.000000 Penalty: 3082.060791
	Iteration 51Q: 3 clusters Score -1224373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1224373.500000 Penalty: 3082.060791
	Iteration 52Q: 3 clusters Score -1224374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1224375.125000 Penalty: 3082.060791
	Iteration 53Q: 3 clusters Score -1224375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1224381.750000 Penalty: 3082.060791
	Iteration 54Q: 3 clusters Score -1224382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1224381.625000 Penalty: 3082.060791
	Iteration 55Q: 3 clusters Score -1224382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1224386.500000 Penalty: 3082.060791
	Iteration 56Q: 3 clusters Score -1224386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1224390.250000 Penalty: 3082.060791
	Iteration 57Q: 3 clusters Score -1224390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1224396.000000 Penalty: 3082.060791
	Iteration 58Q: 3 clusters Score -1224396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1224398.125000 Penalty: 3082.060791
	Iteration 59Q: 3 clusters Score -1224398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1224404.000000 Penalty: 3082.060791
	Iteration 60F: 3 clusters Score -1224404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1224405.750000 Penalty: 3082.060791
	Iteration 61Q: 3 clusters Score -1224406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1224404.625000 Penalty: 3082.060791
	Iteration 62Q: 3 clusters Score -1224405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1224405.875000 Penalty: 3082.060791
	Iteration 63Q: 3 clusters Score -1224406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1224409.625000 Penalty: 3082.060791
	Iteration 64Q: 3 clusters Score -1224410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1224409.250000 Penalty: 3082.060791
	Iteration 65Q: 3 clusters Score -1224409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1224408.125000 Penalty: 3082.060791
	Iteration 66Q: 3 clusters Score -1224408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1224408.125000 Penalty: 3082.060791
	Iteration 67F: 3 clusters Score -1224408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Entering Unmasked Estep 
Score: -4821633.500000 Penalty: 1756.304688
	Iteration 0F: 2 clusters Score -4821634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -4803581.500000 Penalty: 3512.609375
	Iteration 0F: 3 clusters Score -4803582 nChanged 23150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -4816500.000000 Penalty: 3512.609375
	Iteration 1F: 3 clusters Score -4816500 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4816946.500000 Penalty: 3512.609375
	Iteration 2Q: 3 clusters Score -4816946 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4817505.500000 Penalty: 3512.609375
	Iteration 3Q: 3 clusters Score -4817506 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4818054.500000 Penalty: 3512.609375
	Iteration 4Q: 3 clusters Score -4818054 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4818737.500000 Penalty: 3512.609375
	Iteration 5Q: 3 clusters Score -4818738 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -4819485.000000 Penalty: 3512.609375
	Iteration 6Q: 3 clusters Score -4819485 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -4820347.000000 Penalty: 3512.609375
	Iteration 7Q: 3 clusters Score -4820347 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4821303.000000 Penalty: 3512.609375
	Iteration 8Q: 3 clusters Score -4821303 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -4822448.500000 Penalty: 3512.609375
	Iteration 9Q: 3 clusters Score -4822448 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4823692.000000 Penalty: 3512.609375
	Iteration 10Q: 3 clusters Score -4823692 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4823991.000000 Penalty: 3512.609375
	Iteration 11Q: 3 clusters Score -4823991 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4823854.500000 Penalty: 3512.609375
	Iteration 12Q: 3 clusters Score -4823854 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4823487.500000 Penalty: 3512.609375
	Iteration 13Q: 3 clusters Score -4823488 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4822938.000000 Penalty: 3512.609375
	Iteration 14Q: 3 clusters Score -4822938 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -4822518.500000 Penalty: 3512.609375
	Iteration 15Q: 3 clusters Score -4822518 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4822256.000000 Penalty: 3512.609375
	Iteration 16Q: 3 clusters Score -4822256 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -4822054.500000 Penalty: 3512.609375
	Iteration 17Q: 3 clusters Score -4822054 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4821895.500000 Penalty: 3512.609375
	Iteration 18Q: 3 clusters Score -4821896 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4821707.500000 Penalty: 3512.609375
	Iteration 19Q: 3 clusters Score -4821708 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4821576.000000 Penalty: 3512.609375
	Iteration 20F: 3 clusters Score -4821576 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4821484.500000 Penalty: 3512.609375
	Iteration 21Q: 3 clusters Score -4821484 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4821376.000000 Penalty: 3512.609375
	Iteration 22Q: 3 clusters Score -4821376 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4821347.500000 Penalty: 3512.609375
	Iteration 23Q: 3 clusters Score -4821348 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4821270.500000 Penalty: 3512.609375
	Iteration 24Q: 3 clusters Score -4821270 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4821209.000000 Penalty: 3512.609375
	Iteration 25Q: 3 clusters Score -4821209 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4821163.500000 Penalty: 3512.609375
	Iteration 26Q: 3 clusters Score -4821164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4821141.000000 Penalty: 3512.609375
	Iteration 27Q: 3 clusters Score -4821141 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4821133.000000 Penalty: 3512.609375
	Iteration 28Q: 3 clusters Score -4821133 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4821097.000000 Penalty: 3512.609375
	Iteration 29Q: 3 clusters Score -4821097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4821093.000000 Penalty: 3512.609375
	Iteration 30Q: 3 clusters Score -4821093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4821077.500000 Penalty: 3512.609375
	Iteration 31Q: 3 clusters Score -4821078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4821044.500000 Penalty: 3512.609375
	Iteration 32Q: 3 clusters Score -4821044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4821040.500000 Penalty: 3512.609375
	Iteration 33Q: 3 clusters Score -4821040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4821037.000000 Penalty: 3512.609375
	Iteration 34Q: 3 clusters Score -4821037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4821031.500000 Penalty: 3512.609375
	Iteration 35Q: 3 clusters Score -4821032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4821033.000000 Penalty: 3512.609375
	Iteration 36Q: 3 clusters Score -4821033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4821032.000000 Penalty: 3512.609375
	Iteration 37Q: 3 clusters Score -4821032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4821025.500000 Penalty: 3512.609375
	Iteration 38Q: 3 clusters Score -4821026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4820994.000000 Penalty: 3512.609375
	Iteration 39Q: 3 clusters Score -4820994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4820988.500000 Penalty: 3512.609375
	Iteration 40F: 3 clusters Score -4820988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4820996.000000 Penalty: 3512.609375
	Iteration 41Q: 3 clusters Score -4820996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4820984.000000 Penalty: 3512.609375
	Iteration 42Q: 3 clusters Score -4820984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4820972.000000 Penalty: 3512.609375
	Iteration 43Q: 3 clusters Score -4820972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4820967.500000 Penalty: 3512.609375
	Iteration 44Q: 3 clusters Score -4820968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4820966.500000 Penalty: 3512.609375
	Iteration 45Q: 3 clusters Score -4820966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4820957.500000 Penalty: 3512.609375
	Iteration 46Q: 3 clusters Score -4820958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4820960.000000 Penalty: 3512.609375
	Iteration 47Q: 3 clusters Score -4820960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4820960.500000 Penalty: 3512.609375
	Iteration 48Q: 3 clusters Score -4820960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4820956.500000 Penalty: 3512.609375
	Iteration 49Q: 3 clusters Score -4820956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4820944.000000 Penalty: 3512.609375
	Iteration 50Q: 3 clusters Score -4820944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4820943.000000 Penalty: 3512.609375
	Iteration 51Q: 3 clusters Score -4820943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4820941.000000 Penalty: 3512.609375
	Iteration 52Q: 3 clusters Score -4820941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4820935.000000 Penalty: 3512.609375
	Iteration 53Q: 3 clusters Score -4820935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4820944.000000 Penalty: 3512.609375
	Iteration 54Q: 3 clusters Score -4820944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4820931.500000 Penalty: 3512.609375
	Iteration 55Q: 3 clusters Score -4820932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4820927.500000 Penalty: 3512.609375
	Iteration 56Q: 3 clusters Score -4820928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4820923.000000 Penalty: 3512.609375
	Iteration 57Q: 3 clusters Score -4820923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4820933.500000 Penalty: 3512.609375
	Iteration 58Q: 3 clusters Score -4820934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4820928.500000 Penalty: 3512.609375
	Iteration 59Q: 3 clusters Score -4820928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4820917.000000 Penalty: 3512.609375
	Iteration 60F: 3 clusters Score -4820917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4820911.500000 Penalty: 3512.609375
	Iteration 61Q: 3 clusters Score -4820912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4820923.000000 Penalty: 3512.609375
	Iteration 62Q: 3 clusters Score -4820923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4820923.000000 Penalty: 3512.609375
	Iteration 63Q: 3 clusters Score -4820923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4820927.000000 Penalty: 3512.609375
	Iteration 64Q: 3 clusters Score -4820927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4820925.500000 Penalty: 3512.609375
	Iteration 65Q: 3 clusters Score -4820926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4820926.000000 Penalty: 3512.609375
	Iteration 66Q: 3 clusters Score -4820926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4820913.500000 Penalty: 3512.609375
	Iteration 67Q: 3 clusters Score -4820914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4820906.500000 Penalty: 3512.609375
	Iteration 68Q: 3 clusters Score -4820906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4820909.500000 Penalty: 3512.609375
	Iteration 69Q: 3 clusters Score -4820910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4820908.000000 Penalty: 3512.609375
	Iteration 70Q: 3 clusters Score -4820908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4820905.500000 Penalty: 3512.609375
	Iteration 71Q: 3 clusters Score -4820906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4820911.500000 Penalty: 3512.609375
	Iteration 72Q: 3 clusters Score -4820912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4820907.500000 Penalty: 3512.609375
	Iteration 73Q: 3 clusters Score -4820908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4820907.500000 Penalty: 3512.609375
	Iteration 74Q: 3 clusters Score -4820908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4820911.000000 Penalty: 3512.609375
	Iteration 75Q: 3 clusters Score -4820911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4820906.500000 Penalty: 3512.609375
	Iteration 76Q: 3 clusters Score -4820906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4820903.000000 Penalty: 3512.609375
	Iteration 77Q: 3 clusters Score -4820903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4820900.500000 Penalty: 3512.609375
	Iteration 78Q: 3 clusters Score -4820900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4820900.500000 Penalty: 3512.609375
	Iteration 79Q: 3 clusters Score -4820900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4820900.500000 Penalty: 3512.609375
	Iteration 80F: 3 clusters Score -4820900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -312833.375000 Penalty: 1332.010620
	Iteration 0F: 2 clusters Score -312833.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -309691.656250 Penalty: 2664.021240
	Iteration 0F: 3 clusters Score -309691.7 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -310522.250000 Penalty: 2664.021240
	Iteration 1F: 3 clusters Score -310522.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -310719.812500 Penalty: 2664.021240
	Iteration 2F: 3 clusters Score -310719.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -310889.750000 Penalty: 2664.021240
	Iteration 3F: 3 clusters Score -310889.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -311064.468750 Penalty: 2664.021240
	Iteration 4F: 3 clusters Score -311064.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -311279.281250 Penalty: 2664.021240
	Iteration 5F: 3 clusters Score -311279.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -311451.281250 Penalty: 2664.021240
	Iteration 6F: 3 clusters Score -311451.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -311617.906250 Penalty: 2664.021240
	Iteration 7F: 3 clusters Score -311617.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -311725.437500 Penalty: 2664.021240
	Iteration 8Q: 3 clusters Score -311725.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -311804.625000 Penalty: 2664.021240
	Iteration 9Q: 3 clusters Score -311804.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -311880.156250 Penalty: 2664.021240
	Iteration 10Q: 3 clusters Score -311880.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -311950.843750 Penalty: 2664.021240
	Iteration 11Q: 3 clusters Score -311950.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -312004.218750 Penalty: 2664.021240
	Iteration 12Q: 3 clusters Score -312004.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -312042.093750 Penalty: 2664.021240
	Iteration 13Q: 3 clusters Score -312042.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -312074.437500 Penalty: 2664.021240
	Iteration 14Q: 3 clusters Score -312074.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -312122.625000 Penalty: 2664.021240
	Iteration 15Q: 3 clusters Score -312122.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -312211.343750 Penalty: 2664.021240
	Iteration 16Q: 3 clusters Score -312211.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -312304.781250 Penalty: 2664.021240
	Iteration 17Q: 3 clusters Score -312304.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -312392.812500 Penalty: 2664.021240
	Iteration 18Q: 3 clusters Score -312392.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -312461.125000 Penalty: 2664.021240
	Iteration 19Q: 3 clusters Score -312461.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -312510.500000 Penalty: 2664.021240
	Iteration 20F: 3 clusters Score -312510.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -312538.156250 Penalty: 2664.021240
	Iteration 21Q: 3 clusters Score -312538.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -312555.281250 Penalty: 2664.021240
	Iteration 22Q: 3 clusters Score -312555.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -312565.781250 Penalty: 2664.021240
	Iteration 23Q: 3 clusters Score -312565.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -312576.656250 Penalty: 2664.021240
	Iteration 24Q: 3 clusters Score -312576.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -312590.562500 Penalty: 2664.021240
	Iteration 25Q: 3 clusters Score -312590.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -312602.250000 Penalty: 2664.021240
	Iteration 26Q: 3 clusters Score -312602.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -312611.875000 Penalty: 2664.021240
	Iteration 27Q: 3 clusters Score -312611.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -312617.281250 Penalty: 2664.021240
	Iteration 28Q: 3 clusters Score -312617.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -312622.343750 Penalty: 2664.021240
	Iteration 29Q: 3 clusters Score -312622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -312624.250000 Penalty: 2664.021240
	Iteration 30Q: 3 clusters Score -312624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -312625.343750 Penalty: 2664.021240
	Iteration 31Q: 3 clusters Score -312625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -312626.906250 Penalty: 2664.021240
	Iteration 32Q: 3 clusters Score -312626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -312626.875000 Penalty: 2664.021240
	Iteration 33Q: 3 clusters Score -312626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -312627.875000 Penalty: 2664.021240
	Iteration 34Q: 3 clusters Score -312627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -312628.406250 Penalty: 2664.021240
	Iteration 35Q: 3 clusters Score -312628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -312629.812500 Penalty: 2664.021240
	Iteration 36Q: 3 clusters Score -312629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -312631.406250 Penalty: 2664.021240
	Iteration 37Q: 3 clusters Score -312631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -312635.000000 Penalty: 2664.021240
	Iteration 38Q: 3 clusters Score -312635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -312637.968750 Penalty: 2664.021240
	Iteration 39Q: 3 clusters Score -312638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -312641.593750 Penalty: 2664.021240
	Iteration 40F: 3 clusters Score -312641.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -312644.562500 Penalty: 2664.021240
	Iteration 41Q: 3 clusters Score -312644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -312647.843750 Penalty: 2664.021240
	Iteration 42Q: 3 clusters Score -312647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -312650.093750 Penalty: 2664.021240
	Iteration 43Q: 3 clusters Score -312650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -312651.375000 Penalty: 2664.021240
	Iteration 44Q: 3 clusters Score -312651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -312651.437500 Penalty: 2664.021240
	Iteration 45Q: 3 clusters Score -312651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -312652.406250 Penalty: 2664.021240
	Iteration 46Q: 3 clusters Score -312652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -312653.031250 Penalty: 2664.021240
	Iteration 47Q: 3 clusters Score -312653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -312654.062500 Penalty: 2664.021240
	Iteration 48Q: 3 clusters Score -312654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -312654.031250 Penalty: 2664.021240
	Iteration 49Q: 3 clusters Score -312654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -312656.062500 Penalty: 2664.021240
	Iteration 50Q: 3 clusters Score -312656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -312656.750000 Penalty: 2664.021240
	Iteration 51Q: 3 clusters Score -312656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -312657.906250 Penalty: 2664.021240
	Iteration 52Q: 3 clusters Score -312657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -312657.812500 Penalty: 2664.021240
	Iteration 53Q: 3 clusters Score -312657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -312657.500000 Penalty: 2664.021240
	Iteration 54Q: 3 clusters Score -312657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -312657.500000 Penalty: 2664.021240
	Iteration 55F: 3 clusters Score -312657.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Entering Unmasked Estep 
Score: -1927034.875000 Penalty: 1615.737061
	Iteration 0F: 2 clusters Score -1927035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1912949.250000 Penalty: 3231.474121
	Iteration 0F: 3 clusters Score -1912949 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1917967.500000 Penalty: 3231.474121
	Iteration 1F: 3 clusters Score -1917968 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1918292.375000 Penalty: 3231.474121
	Iteration 2Q: 3 clusters Score -1918292 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1918563.500000 Penalty: 3231.474121
	Iteration 3Q: 3 clusters Score -1918564 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1918825.750000 Penalty: 3231.474121
	Iteration 4Q: 3 clusters Score -1918826 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1919120.250000 Penalty: 3231.474121
	Iteration 5Q: 3 clusters Score -1919120 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1919436.000000 Penalty: 3231.474121
	Iteration 6Q: 3 clusters Score -1919436 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1919767.125000 Penalty: 3231.474121
	Iteration 7Q: 3 clusters Score -1919767 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1920109.625000 Penalty: 3231.474121
	Iteration 8Q: 3 clusters Score -1920110 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1920500.875000 Penalty: 3231.474121
	Iteration 9Q: 3 clusters Score -1920501 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1920948.750000 Penalty: 3231.474121
	Iteration 10Q: 3 clusters Score -1920949 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1921474.750000 Penalty: 3231.474121
	Iteration 11Q: 3 clusters Score -1921475 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1922028.625000 Penalty: 3231.474121
	Iteration 12Q: 3 clusters Score -1922029 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1922460.500000 Penalty: 3231.474121
	Iteration 13Q: 3 clusters Score -1922460 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1922732.125000 Penalty: 3231.474121
	Iteration 14Q: 3 clusters Score -1922732 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1922890.625000 Penalty: 3231.474121
	Iteration 15Q: 3 clusters Score -1922891 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1923006.250000 Penalty: 3231.474121
	Iteration 16Q: 3 clusters Score -1923006 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1923096.125000 Penalty: 3231.474121
	Iteration 17Q: 3 clusters Score -1923096 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1923156.500000 Penalty: 3231.474121
	Iteration 18Q: 3 clusters Score -1923156 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1923219.000000 Penalty: 3231.474121
	Iteration 19Q: 3 clusters Score -1923219 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1923277.500000 Penalty: 3231.474121
	Iteration 20F: 3 clusters Score -1923278 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1923321.625000 Penalty: 3231.474121
	Iteration 21Q: 3 clusters Score -1923322 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1923370.750000 Penalty: 3231.474121
	Iteration 22Q: 3 clusters Score -1923371 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1923419.875000 Penalty: 3231.474121
	Iteration 23Q: 3 clusters Score -1923420 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1923478.750000 Penalty: 3231.474121
	Iteration 24Q: 3 clusters Score -1923479 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1923532.250000 Penalty: 3231.474121
	Iteration 25Q: 3 clusters Score -1923532 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1923581.500000 Penalty: 3231.474121
	Iteration 26Q: 3 clusters Score -1923582 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1923633.250000 Penalty: 3231.474121
	Iteration 27Q: 3 clusters Score -1923633 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1923696.000000 Penalty: 3231.474121
	Iteration 28Q: 3 clusters Score -1923696 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1923764.125000 Penalty: 3231.474121
	Iteration 29Q: 3 clusters Score -1923764 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1923833.250000 Penalty: 3231.474121
	Iteration 30Q: 3 clusters Score -1923833 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1923911.625000 Penalty: 3231.474121
	Iteration 31Q: 3 clusters Score -1923912 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1923987.750000 Penalty: 3231.474121
	Iteration 32Q: 3 clusters Score -1923988 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1924069.500000 Penalty: 3231.474121
	Iteration 33Q: 3 clusters Score -1924070 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1924147.500000 Penalty: 3231.474121
	Iteration 34Q: 3 clusters Score -1924148 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1924240.125000 Penalty: 3231.474121
	Iteration 35Q: 3 clusters Score -1924240 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1924328.000000 Penalty: 3231.474121
	Iteration 36Q: 3 clusters Score -1924328 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1924427.000000 Penalty: 3231.474121
	Iteration 37Q: 3 clusters Score -1924427 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1924526.625000 Penalty: 3231.474121
	Iteration 38Q: 3 clusters Score -1924527 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1924649.875000 Penalty: 3231.474121
	Iteration 39Q: 3 clusters Score -1924650 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1924764.375000 Penalty: 3231.474121
	Iteration 40F: 3 clusters Score -1924764 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1924866.625000 Penalty: 3231.474121
	Iteration 41Q: 3 clusters Score -1924867 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1924989.000000 Penalty: 3231.474121
	Iteration 42Q: 3 clusters Score -1924989 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1925094.875000 Penalty: 3231.474121
	Iteration 43Q: 3 clusters Score -1925095 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1925196.000000 Penalty: 3231.474121
	Iteration 44Q: 3 clusters Score -1925196 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1925299.125000 Penalty: 3231.474121
	Iteration 45Q: 3 clusters Score -1925299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1925402.875000 Penalty: 3231.474121
	Iteration 46Q: 3 clusters Score -1925403 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1925502.000000 Penalty: 3231.474121
	Iteration 47Q: 3 clusters Score -1925502 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1925572.000000 Penalty: 3231.474121
	Iteration 48Q: 3 clusters Score -1925572 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1925626.500000 Penalty: 3231.474121
	Iteration 49Q: 3 clusters Score -1925626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1925668.250000 Penalty: 3231.474121
	Iteration 50Q: 3 clusters Score -1925668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1925697.375000 Penalty: 3231.474121
	Iteration 51Q: 3 clusters Score -1925697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1925716.125000 Penalty: 3231.474121
	Iteration 52Q: 3 clusters Score -1925716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1925733.750000 Penalty: 3231.474121
	Iteration 53Q: 3 clusters Score -1925734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1925745.500000 Penalty: 3231.474121
	Iteration 54Q: 3 clusters Score -1925746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1925752.250000 Penalty: 3231.474121
	Iteration 55Q: 3 clusters Score -1925752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1925761.000000 Penalty: 3231.474121
	Iteration 56Q: 3 clusters Score -1925761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1925769.125000 Penalty: 3231.474121
	Iteration 57Q: 3 clusters Score -1925769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1925778.000000 Penalty: 3231.474121
	Iteration 58Q: 3 clusters Score -1925778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1925781.125000 Penalty: 3231.474121
	Iteration 59Q: 3 clusters Score -1925781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1925784.375000 Penalty: 3231.474121
	Iteration 60F: 3 clusters Score -1925784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1925783.625000 Penalty: 3231.474121
	Iteration 61Q: 3 clusters Score -1925784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1925784.750000 Penalty: 3231.474121
	Iteration 62Q: 3 clusters Score -1925785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1925787.625000 Penalty: 3231.474121
	Iteration 63Q: 3 clusters Score -1925788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1925790.875000 Penalty: 3231.474121
	Iteration 64Q: 3 clusters Score -1925791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1925793.500000 Penalty: 3231.474121
	Iteration 65Q: 3 clusters Score -1925794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1925792.500000 Penalty: 3231.474121
	Iteration 66Q: 3 clusters Score -1925792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1925792.375000 Penalty: 3231.474121
	Iteration 67Q: 3 clusters Score -1925792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1925792.500000 Penalty: 3231.474121
	Iteration 68Q: 3 clusters Score -1925792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1925792.500000 Penalty: 3231.474121
	Iteration 69F: 3 clusters Score -1925792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Entering Unmasked Estep 
Score: -964439.000000 Penalty: 1504.933350
	Iteration 0F: 2 clusters Score -964439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -956964.500000 Penalty: 3009.866699
	Iteration 0F: 3 clusters Score -956964.5 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -959637.312500 Penalty: 3009.866699
	Iteration 1F: 3 clusters Score -959637.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -960079.312500 Penalty: 3009.866699
	Iteration 2F: 3 clusters Score -960079.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -960579.750000 Penalty: 3009.866699
	Iteration 3F: 3 clusters Score -960579.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -961158.687500 Penalty: 3009.866699
	Iteration 4F: 3 clusters Score -961158.7 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -961828.187500 Penalty: 3009.866699
	Iteration 5F: 3 clusters Score -961828.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -962460.812500 Penalty: 3009.866699
	Iteration 6F: 3 clusters Score -962460.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -962947.187500 Penalty: 3009.866699
	Iteration 7F: 3 clusters Score -962947.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -963316.375000 Penalty: 3009.866699
	Iteration 8F: 3 clusters Score -963316.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -963530.250000 Penalty: 3009.866699
	Iteration 9Q: 3 clusters Score -963530.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -963679.750000 Penalty: 3009.866699
	Iteration 10Q: 3 clusters Score -963679.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -963793.437500 Penalty: 3009.866699
	Iteration 11Q: 3 clusters Score -963793.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -963888.687500 Penalty: 3009.866699
	Iteration 12Q: 3 clusters Score -963888.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -963979.000000 Penalty: 3009.866699
	Iteration 13Q: 3 clusters Score -963979 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -964065.375000 Penalty: 3009.866699
	Iteration 14Q: 3 clusters Score -964065.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -964148.562500 Penalty: 3009.866699
	Iteration 15Q: 3 clusters Score -964148.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -964211.500000 Penalty: 3009.866699
	Iteration 16Q: 3 clusters Score -964211.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -964263.437500 Penalty: 3009.866699
	Iteration 17Q: 3 clusters Score -964263.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -964304.062500 Penalty: 3009.866699
	Iteration 18Q: 3 clusters Score -964304.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -964327.500000 Penalty: 3009.866699
	Iteration 19Q: 3 clusters Score -964327.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -964347.062500 Penalty: 3009.866699
	Iteration 20F: 3 clusters Score -964347.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -964362.187500 Penalty: 3009.866699
	Iteration 21Q: 3 clusters Score -964362.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -964377.187500 Penalty: 3009.866699
	Iteration 22Q: 3 clusters Score -964377.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -964386.062500 Penalty: 3009.866699
	Iteration 23Q: 3 clusters Score -964386.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -964389.437500 Penalty: 3009.866699
	Iteration 24Q: 3 clusters Score -964389.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -964394.812500 Penalty: 3009.866699
	Iteration 25Q: 3 clusters Score -964394.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -964402.375000 Penalty: 3009.866699
	Iteration 26Q: 3 clusters Score -964402.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -964406.875000 Penalty: 3009.866699
	Iteration 27Q: 3 clusters Score -964406.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -964409.500000 Penalty: 3009.866699
	Iteration 28Q: 3 clusters Score -964409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -964414.062500 Penalty: 3009.866699
	Iteration 29Q: 3 clusters Score -964414.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -964416.562500 Penalty: 3009.866699
	Iteration 30Q: 3 clusters Score -964416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -964416.750000 Penalty: 3009.866699
	Iteration 31Q: 3 clusters Score -964416.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -964413.875000 Penalty: 3009.866699
	Iteration 32Q: 3 clusters Score -964413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -964416.875000 Penalty: 3009.866699
	Iteration 33Q: 3 clusters Score -964416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -964416.562500 Penalty: 3009.866699
	Iteration 34Q: 3 clusters Score -964416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -964416.562500 Penalty: 3009.866699
	Iteration 35F: 3 clusters Score -964416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Entering Unmasked Estep 
Score: -4616118.000000 Penalty: 1754.668823
	Iteration 0F: 2 clusters Score -4616118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -4591366.000000 Penalty: 3509.337646
	Iteration 0F: 3 clusters Score -4591366 nChanged 22839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -4604386.000000 Penalty: 3509.337646
	Iteration 1F: 3 clusters Score -4604386 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4605044.000000 Penalty: 3509.337646
	Iteration 2Q: 3 clusters Score -4605044 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4605817.000000 Penalty: 3509.337646
	Iteration 3Q: 3 clusters Score -4605817 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4606912.500000 Penalty: 3509.337646
	Iteration 4Q: 3 clusters Score -4606912 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4608508.000000 Penalty: 3509.337646
	Iteration 5F: 3 clusters Score -4608508 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4610356.000000 Penalty: 3509.337646
	Iteration 6F: 3 clusters Score -4610356 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -4611711.500000 Penalty: 3509.337646
	Iteration 7F: 3 clusters Score -4611712 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4612846.000000 Penalty: 3509.337646
	Iteration 8F: 3 clusters Score -4612846 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4613510.000000 Penalty: 3509.337646
	Iteration 9Q: 3 clusters Score -4613510 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4613893.500000 Penalty: 3509.337646
	Iteration 10Q: 3 clusters Score -4613894 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4614183.000000 Penalty: 3509.337646
	Iteration 11Q: 3 clusters Score -4614183 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4614365.500000 Penalty: 3509.337646
	Iteration 12Q: 3 clusters Score -4614366 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4614468.500000 Penalty: 3509.337646
	Iteration 13Q: 3 clusters Score -4614468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4614557.500000 Penalty: 3509.337646
	Iteration 14Q: 3 clusters Score -4614558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4614603.000000 Penalty: 3509.337646
	Iteration 15Q: 3 clusters Score -4614603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4614665.000000 Penalty: 3509.337646
	Iteration 16Q: 3 clusters Score -4614665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4614689.000000 Penalty: 3509.337646
	Iteration 17Q: 3 clusters Score -4614689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4614719.000000 Penalty: 3509.337646
	Iteration 18Q: 3 clusters Score -4614719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4614737.500000 Penalty: 3509.337646
	Iteration 19Q: 3 clusters Score -4614738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4614743.000000 Penalty: 3509.337646
	Iteration 20F: 3 clusters Score -4614743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4614753.500000 Penalty: 3509.337646
	Iteration 21Q: 3 clusters Score -4614754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4614757.500000 Penalty: 3509.337646
	Iteration 22Q: 3 clusters Score -4614758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4614756.500000 Penalty: 3509.337646
	Iteration 23Q: 3 clusters Score -4614756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4614758.000000 Penalty: 3509.337646
	Iteration 24Q: 3 clusters Score -4614758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4614753.000000 Penalty: 3509.337646
	Iteration 25Q: 3 clusters Score -4614753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4614753.000000 Penalty: 3509.337646
	Iteration 26Q: 3 clusters Score -4614753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4614754.500000 Penalty: 3509.337646
	Iteration 27Q: 3 clusters Score -4614754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4614756.000000 Penalty: 3509.337646
	Iteration 28Q: 3 clusters Score -4614756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4614758.000000 Penalty: 3509.337646
	Iteration 29Q: 3 clusters Score -4614758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4614758.000000 Penalty: 3509.337646
	Iteration 30F: 3 clusters Score -4614758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -639621.500000 Penalty: 1441.596802
	Iteration 0F: 2 clusters Score -639621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -634308.500000 Penalty: 2883.193604
	Iteration 0F: 3 clusters Score -634308.5 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -636055.937500 Penalty: 2883.193604
	Iteration 1F: 3 clusters Score -636055.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -636410.000000 Penalty: 2883.193604
	Iteration 2F: 3 clusters Score -636410 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -636703.062500 Penalty: 2883.193604
	Iteration 3F: 3 clusters Score -636703.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -637110.312500 Penalty: 2883.193604
	Iteration 4F: 3 clusters Score -637110.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -637726.625000 Penalty: 2883.193604
	Iteration 5F: 3 clusters Score -637726.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -638606.875000 Penalty: 2883.193604
	Iteration 6F: 3 clusters Score -638606.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -639662.062500 Penalty: 2883.193604
	Iteration 7F: 3 clusters Score -639662.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -640481.312500 Penalty: 2883.193604
	Iteration 8F: 3 clusters Score -640481.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -641005.062500 Penalty: 2883.193604
	Iteration 9Q: 3 clusters Score -641005.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -641240.875000 Penalty: 2883.193604
	Iteration 10Q: 3 clusters Score -641240.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -641292.562500 Penalty: 2883.193604
	Iteration 11Q: 3 clusters Score -641292.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -641301.687500 Penalty: 2883.193604
	Iteration 12Q: 3 clusters Score -641301.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -641307.625000 Penalty: 2883.193604
	Iteration 13Q: 3 clusters Score -641307.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -641311.187500 Penalty: 2883.193604
	Iteration 14Q: 3 clusters Score -641311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -641311.687500 Penalty: 2883.193604
	Iteration 15Q: 3 clusters Score -641311.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -641312.375000 Penalty: 2883.193604
	Iteration 16Q: 3 clusters Score -641312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -641313.625000 Penalty: 2883.193604
	Iteration 17Q: 3 clusters Score -641313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -641315.687500 Penalty: 2883.193604
	Iteration 18Q: 3 clusters Score -641315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -641316.312500 Penalty: 2883.193604
	Iteration 19Q: 3 clusters Score -641316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -641317.562500 Penalty: 2883.193604
	Iteration 20F: 3 clusters Score -641317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -641317.375000 Penalty: 2883.193604
	Iteration 21Q: 3 clusters Score -641317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -641317.375000 Penalty: 2883.193604
	Iteration 22F: 3 clusters Score -641317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 47020 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 63023 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 5133 members 
Entering Unmasked Estep 
Score: -49739984.000000 Penalty: 72961.882812
Splitting cluster 18 changes total score from -49738316.000000 to -49739984.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (47020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Entering Unmasked Estep 
Score: -4489834.000000 Penalty: 1748.228394
	Iteration 0F: 2 clusters Score -4489834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4464815.000000 Penalty: 3496.456787
	Iteration 0F: 3 clusters Score -4464815 nChanged 21805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4477125.000000 Penalty: 3496.456787
	Iteration 1F: 3 clusters Score -4477125 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4477542.500000 Penalty: 3496.456787
	Iteration 2Q: 3 clusters Score -4477542 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4478002.500000 Penalty: 3496.456787
	Iteration 3Q: 3 clusters Score -4478002 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -4478476.000000 Penalty: 3496.456787
	Iteration 4Q: 3 clusters Score -4478476 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -4479139.000000 Penalty: 3496.456787
	Iteration 5Q: 3 clusters Score -4479139 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -4480084.500000 Penalty: 3496.456787
	Iteration 6Q: 3 clusters Score -4480084 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4481459.500000 Penalty: 3496.456787
	Iteration 7F: 3 clusters Score -4481460 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4483242.000000 Penalty: 3496.456787
	Iteration 8F: 3 clusters Score -4483242 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4485318.000000 Penalty: 3496.456787
	Iteration 9F: 3 clusters Score -4485318 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4486635.000000 Penalty: 3496.456787
	Iteration 10F: 3 clusters Score -4486635 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4487454.000000 Penalty: 3496.456787
	Iteration 11Q: 3 clusters Score -4487454 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4487874.000000 Penalty: 3496.456787
	Iteration 12Q: 3 clusters Score -4487874 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4488105.000000 Penalty: 3496.456787
	Iteration 13Q: 3 clusters Score -4488105 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4488279.000000 Penalty: 3496.456787
	Iteration 14Q: 3 clusters Score -4488279 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -4488438.000000 Penalty: 3496.456787
	Iteration 15Q: 3 clusters Score -4488438 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4488560.000000 Penalty: 3496.456787
	Iteration 16Q: 3 clusters Score -4488560 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4488664.000000 Penalty: 3496.456787
	Iteration 17Q: 3 clusters Score -4488664 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -4488795.000000 Penalty: 3496.456787
	Iteration 18Q: 3 clusters Score -4488795 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -4488855.000000 Penalty: 3496.456787
	Iteration 19Q: 3 clusters Score -4488855 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4488967.000000 Penalty: 3496.456787
	Iteration 20F: 3 clusters Score -4488967 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4489051.500000 Penalty: 3496.456787
	Iteration 21Q: 3 clusters Score -4489052 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4489124.000000 Penalty: 3496.456787
	Iteration 22Q: 3 clusters Score -4489124 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -4489226.000000 Penalty: 3496.456787
	Iteration 23Q: 3 clusters Score -4489226 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -4489310.500000 Penalty: 3496.456787
	Iteration 24Q: 3 clusters Score -4489310 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -4489345.000000 Penalty: 3496.456787
	Iteration 25Q: 3 clusters Score -4489345 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -4489417.000000 Penalty: 3496.456787
	Iteration 26Q: 3 clusters Score -4489417 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -4489501.500000 Penalty: 3496.456787
	Iteration 27Q: 3 clusters Score -4489502 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -4489581.500000 Penalty: 3496.456787
	Iteration 28Q: 3 clusters Score -4489582 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -4489637.000000 Penalty: 3496.456787
	Iteration 29Q: 3 clusters Score -4489637 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -4489735.000000 Penalty: 3496.456787
	Iteration 30Q: 3 clusters Score -4489735 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -4489772.500000 Penalty: 3496.456787
	Iteration 31Q: 3 clusters Score -4489772 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -4489844.500000 Penalty: 3496.456787
	Iteration 32Q: 3 clusters Score -4489844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4489881.000000 Penalty: 3496.456787
	Iteration 33Q: 3 clusters Score -4489881 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -4489922.500000 Penalty: 3496.456787
	Iteration 34Q: 3 clusters Score -4489922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -4489986.500000 Penalty: 3496.456787
	Iteration 35Q: 3 clusters Score -4489986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -4490019.000000 Penalty: 3496.456787
	Iteration 36Q: 3 clusters Score -4490019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -4490014.000000 Penalty: 3496.456787
	Iteration 37Q: 3 clusters Score -4490014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -4490023.500000 Penalty: 3496.456787
	Iteration 38Q: 3 clusters Score -4490024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -4490043.000000 Penalty: 3496.456787
	Iteration 39Q: 3 clusters Score -4490043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -4490057.000000 Penalty: 3496.456787
	Iteration 40F: 3 clusters Score -4490057 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -4490105.500000 Penalty: 3496.456787
	Iteration 41Q: 3 clusters Score -4490106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -4490103.500000 Penalty: 3496.456787
	Iteration 42Q: 3 clusters Score -4490104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -4490117.000000 Penalty: 3496.456787
	Iteration 43Q: 3 clusters Score -4490117 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -4490123.500000 Penalty: 3496.456787
	Iteration 44Q: 3 clusters Score -4490124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -4490124.000000 Penalty: 3496.456787
	Iteration 45Q: 3 clusters Score -4490124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -4490123.000000 Penalty: 3496.456787
	Iteration 46Q: 3 clusters Score -4490123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -4490127.000000 Penalty: 3496.456787
	Iteration 47Q: 3 clusters Score -4490127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -4490133.500000 Penalty: 3496.456787
	Iteration 48Q: 3 clusters Score -4490134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -4490141.500000 Penalty: 3496.456787
	Iteration 49Q: 3 clusters Score -4490142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -4490159.500000 Penalty: 3496.456787
	Iteration 50Q: 3 clusters Score -4490160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -4490177.500000 Penalty: 3496.456787
	Iteration 51Q: 3 clusters Score -4490178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -4490187.000000 Penalty: 3496.456787
	Iteration 52Q: 3 clusters Score -4490187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -4490205.000000 Penalty: 3496.456787
	Iteration 53Q: 3 clusters Score -4490205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -4490210.000000 Penalty: 3496.456787
	Iteration 54Q: 3 clusters Score -4490210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -4490215.000000 Penalty: 3496.456787
	Iteration 55Q: 3 clusters Score -4490215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -4490208.500000 Penalty: 3496.456787
	Iteration 56Q: 3 clusters Score -4490208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -4490217.000000 Penalty: 3496.456787
	Iteration 57Q: 3 clusters Score -4490217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -4490217.000000 Penalty: 3496.456787
	Iteration 58Q: 3 clusters Score -4490217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -4490215.500000 Penalty: 3496.456787
	Iteration 59Q: 3 clusters Score -4490216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -4490215.500000 Penalty: 3496.456787
	Iteration 60F: 3 clusters Score -4490216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -4490213.500000 Penalty: 3496.456787
	Iteration 61Q: 3 clusters Score -4490214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -4490213.500000 Penalty: 3496.456787
	Iteration 62F: 3 clusters Score -4490214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 63023 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 43510 members 
Entering Unmasked Estep 
Score: -49740060.000000 Penalty: 75107.820312
Splitting cluster 19 changes total score from -49738316.000000 to -49740060.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42000.609375 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -42000.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42148.937500 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42148.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42186.250000 Penalty: 2013.181763
	Iteration 2Q: 3 clusters Score -42186.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42216.500000 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42232.000000 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42241.886719 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42241.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42242.980469 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42242.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42244.617188 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42244.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42244.617188 Penalty: 2013.181763
	Iteration 8F: 3 clusters Score -42244.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Entering Unmasked Estep 
Score: -3147066.250000 Penalty: 1703.635986
	Iteration 0F: 2 clusters Score -3147066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3123585.250000 Penalty: 3407.271973
	Iteration 0F: 3 clusters Score -3123585 nChanged 16563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3133086.500000 Penalty: 3407.271973
	Iteration 1F: 3 clusters Score -3133086 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3133751.750000 Penalty: 3407.271973
	Iteration 2Q: 3 clusters Score -3133752 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3134440.500000 Penalty: 3407.271973
	Iteration 3Q: 3 clusters Score -3134440 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3135152.250000 Penalty: 3407.271973
	Iteration 4Q: 3 clusters Score -3135152 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3135932.750000 Penalty: 3407.271973
	Iteration 5Q: 3 clusters Score -3135933 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3136720.000000 Penalty: 3407.271973
	Iteration 6Q: 3 clusters Score -3136720 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3137562.500000 Penalty: 3407.271973
	Iteration 7Q: 3 clusters Score -3137562 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3138452.250000 Penalty: 3407.271973
	Iteration 8Q: 3 clusters Score -3138452 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3139442.500000 Penalty: 3407.271973
	Iteration 9Q: 3 clusters Score -3139442 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3140476.500000 Penalty: 3407.271973
	Iteration 10Q: 3 clusters Score -3140476 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3141441.000000 Penalty: 3407.271973
	Iteration 11Q: 3 clusters Score -3141441 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3142239.750000 Penalty: 3407.271973
	Iteration 12Q: 3 clusters Score -3142240 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3142883.000000 Penalty: 3407.271973
	Iteration 13Q: 3 clusters Score -3142883 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3143392.250000 Penalty: 3407.271973
	Iteration 14Q: 3 clusters Score -3143392 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3143766.000000 Penalty: 3407.271973
	Iteration 15Q: 3 clusters Score -3143766 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3144086.000000 Penalty: 3407.271973
	Iteration 16Q: 3 clusters Score -3144086 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3144369.000000 Penalty: 3407.271973
	Iteration 17Q: 3 clusters Score -3144369 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3144653.500000 Penalty: 3407.271973
	Iteration 18Q: 3 clusters Score -3144654 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3144930.500000 Penalty: 3407.271973
	Iteration 19Q: 3 clusters Score -3144930 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -3145153.000000 Penalty: 3407.271973
	Iteration 20F: 3 clusters Score -3145153 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3145366.000000 Penalty: 3407.271973
	Iteration 21Q: 3 clusters Score -3145366 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -3145542.500000 Penalty: 3407.271973
	Iteration 22Q: 3 clusters Score -3145542 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3145695.500000 Penalty: 3407.271973
	Iteration 23Q: 3 clusters Score -3145696 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -3145812.500000 Penalty: 3407.271973
	Iteration 24Q: 3 clusters Score -3145812 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3145877.250000 Penalty: 3407.271973
	Iteration 25Q: 3 clusters Score -3145877 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -3145927.000000 Penalty: 3407.271973
	Iteration 26Q: 3 clusters Score -3145927 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3145983.500000 Penalty: 3407.271973
	Iteration 27Q: 3 clusters Score -3145984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -3146007.500000 Penalty: 3407.271973
	Iteration 28Q: 3 clusters Score -3146008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3146035.750000 Penalty: 3407.271973
	Iteration 29Q: 3 clusters Score -3146036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -3146035.250000 Penalty: 3407.271973
	Iteration 30Q: 3 clusters Score -3146035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -3146039.000000 Penalty: 3407.271973
	Iteration 31Q: 3 clusters Score -3146039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -3146043.000000 Penalty: 3407.271973
	Iteration 32Q: 3 clusters Score -3146043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3146048.750000 Penalty: 3407.271973
	Iteration 33Q: 3 clusters Score -3146049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -3146047.000000 Penalty: 3407.271973
	Iteration 34Q: 3 clusters Score -3146047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -3146045.250000 Penalty: 3407.271973
	Iteration 35Q: 3 clusters Score -3146045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -3146045.750000 Penalty: 3407.271973
	Iteration 36Q: 3 clusters Score -3146046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -3146046.500000 Penalty: 3407.271973
	Iteration 37Q: 3 clusters Score -3146046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -3146047.500000 Penalty: 3407.271973
	Iteration 38Q: 3 clusters Score -3146048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -3146054.500000 Penalty: 3407.271973
	Iteration 39Q: 3 clusters Score -3146054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -3146054.500000 Penalty: 3407.271973
	Iteration 40F: 3 clusters Score -3146054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -3146058.000000 Penalty: 3407.271973
	Iteration 41Q: 3 clusters Score -3146058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -3146057.750000 Penalty: 3407.271973
	Iteration 42Q: 3 clusters Score -3146058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -3146059.750000 Penalty: 3407.271973
	Iteration 43Q: 3 clusters Score -3146060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3146066.500000 Penalty: 3407.271973
	Iteration 44Q: 3 clusters Score -3146066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -3146069.500000 Penalty: 3407.271973
	Iteration 45Q: 3 clusters Score -3146070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -3146068.000000 Penalty: 3407.271973
	Iteration 46Q: 3 clusters Score -3146068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3146066.250000 Penalty: 3407.271973
	Iteration 47Q: 3 clusters Score -3146066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -3146065.500000 Penalty: 3407.271973
	Iteration 48Q: 3 clusters Score -3146066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3146064.750000 Penalty: 3407.271973
	Iteration 49Q: 3 clusters Score -3146065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3146063.750000 Penalty: 3407.271973
	Iteration 50Q: 3 clusters Score -3146064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3146062.750000 Penalty: 3407.271973
	Iteration 51Q: 3 clusters Score -3146063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3146062.750000 Penalty: 3407.271973
	Iteration 52F: 3 clusters Score -3146063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -166222.500000 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -166222.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -164243.125000 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -164243.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -164704.593750 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -164704.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -164924.859375 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -164924.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -165205.500000 Penalty: 2452.423340
	Iteration 3F: 3 clusters Score -165205.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -165640.515625 Penalty: 2452.423340
	Iteration 4F: 3 clusters Score -165640.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -166451.125000 Penalty: 2452.423340
	Iteration 5F: 3 clusters Score -166451.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -167100.156250 Penalty: 2452.423340
	Iteration 6F: 3 clusters Score -167100.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -167224.687500 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -167224.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -167248.281250 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -167248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -167260.343750 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -167260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -167266.421875 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -167266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -167272.015625 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -167272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -167276.250000 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -167276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -167278.375000 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -167278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167278.937500 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -167278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -167279.953125 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -167280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -167280.796875 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -167280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -167280.796875 Penalty: 2452.423340
	Iteration 17F: 3 clusters Score -167280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 801 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 63023 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 43510 members 
Mstep: Class 36 contains 1092 members 
Entering Unmasked Estep 
Score: -49740240.000000 Penalty: 77253.757812
Splitting cluster 22 changes total score from -49738316.000000 to -49740240.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -140684.875000 Penalty: 1215.844360
	Iteration 0F: 2 clusters Score -140684.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -138820.234375 Penalty: 2431.688721
	Iteration 0F: 3 clusters Score -138820.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -139352.984375 Penalty: 2431.688721
	Iteration 1F: 3 clusters Score -139353 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -139572.609375 Penalty: 2431.688721
	Iteration 2F: 3 clusters Score -139572.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -139774.296875 Penalty: 2431.688721
	Iteration 3F: 3 clusters Score -139774.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -140007.812500 Penalty: 2431.688721
	Iteration 4F: 3 clusters Score -140007.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -140240.859375 Penalty: 2431.688721
	Iteration 5F: 3 clusters Score -140240.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -140447.968750 Penalty: 2431.688721
	Iteration 6F: 3 clusters Score -140448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140586.156250 Penalty: 2431.688721
	Iteration 7Q: 3 clusters Score -140586.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140679.093750 Penalty: 2431.688721
	Iteration 8Q: 3 clusters Score -140679.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140746.906250 Penalty: 2431.688721
	Iteration 9Q: 3 clusters Score -140746.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140798.125000 Penalty: 2431.688721
	Iteration 10Q: 3 clusters Score -140798.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140826.906250 Penalty: 2431.688721
	Iteration 11Q: 3 clusters Score -140826.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -140846.765625 Penalty: 2431.688721
	Iteration 12Q: 3 clusters Score -140846.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140866.468750 Penalty: 2431.688721
	Iteration 13Q: 3 clusters Score -140866.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140876.906250 Penalty: 2431.688721
	Iteration 14Q: 3 clusters Score -140876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140881.921875 Penalty: 2431.688721
	Iteration 15Q: 3 clusters Score -140881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140885.734375 Penalty: 2431.688721
	Iteration 16Q: 3 clusters Score -140885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140888.296875 Penalty: 2431.688721
	Iteration 17Q: 3 clusters Score -140888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140889.078125 Penalty: 2431.688721
	Iteration 18Q: 3 clusters Score -140889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140891.875000 Penalty: 2431.688721
	Iteration 19Q: 3 clusters Score -140891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140892.984375 Penalty: 2431.688721
	Iteration 20F: 3 clusters Score -140893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140893.921875 Penalty: 2431.688721
	Iteration 21Q: 3 clusters Score -140893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140893.921875 Penalty: 2431.688721
	Iteration 22F: 3 clusters Score -140893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 801 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 63023 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 43510 members 
Mstep: Class 36 contains 1092 members 
Mstep: Class 37 contains 1025 members 
Entering Unmasked Estep 
Score: -49739492.000000 Penalty: 79399.695312
Splitting cluster 23 changes total score from -49738316.000000 to -49739492.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -880563.875000 Penalty: 1491.948242
	Iteration 0F: 2 clusters Score -880563.9 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 4879 members 
Entering Unmasked Estep 
Score: -873594.687500 Penalty: 2983.896484
	Iteration 0F: 3 clusters Score -873594.7 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -876336.375000 Penalty: 2983.896484
	Iteration 1F: 3 clusters Score -876336.4 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -877182.625000 Penalty: 2983.896484
	Iteration 2F: 3 clusters Score -877182.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -878121.375000 Penalty: 2983.896484
	Iteration 3F: 3 clusters Score -878121.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -878943.062500 Penalty: 2983.896484
	Iteration 4F: 3 clusters Score -878943.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -879536.937500 Penalty: 2983.896484
	Iteration 5F: 3 clusters Score -879536.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -879918.437500 Penalty: 2983.896484
	Iteration 6F: 3 clusters Score -879918.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -880213.812500 Penalty: 2983.896484
	Iteration 7Q: 3 clusters Score -880213.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -880450.250000 Penalty: 2983.896484
	Iteration 8Q: 3 clusters Score -880450.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -880641.375000 Penalty: 2983.896484
	Iteration 9Q: 3 clusters Score -880641.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -880792.062500 Penalty: 2983.896484
	Iteration 10Q: 3 clusters Score -880792.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -880905.250000 Penalty: 2983.896484
	Iteration 11Q: 3 clusters Score -880905.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -880994.375000 Penalty: 2983.896484
	Iteration 12Q: 3 clusters Score -880994.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -881073.687500 Penalty: 2983.896484
	Iteration 13Q: 3 clusters Score -881073.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -881128.875000 Penalty: 2983.896484
	Iteration 14Q: 3 clusters Score -881128.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -881178.375000 Penalty: 2983.896484
	Iteration 15Q: 3 clusters Score -881178.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -881218.187500 Penalty: 2983.896484
	Iteration 16Q: 3 clusters Score -881218.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -881239.375000 Penalty: 2983.896484
	Iteration 17Q: 3 clusters Score -881239.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -881247.562500 Penalty: 2983.896484
	Iteration 18Q: 3 clusters Score -881247.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -881255.250000 Penalty: 2983.896484
	Iteration 19Q: 3 clusters Score -881255.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -881258.812500 Penalty: 2983.896484
	Iteration 20F: 3 clusters Score -881258.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -881262.000000 Penalty: 2983.896484
	Iteration 21Q: 3 clusters Score -881262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -881267.750000 Penalty: 2983.896484
	Iteration 22Q: 3 clusters Score -881267.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -881271.187500 Penalty: 2983.896484
	Iteration 23Q: 3 clusters Score -881271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -881273.062500 Penalty: 2983.896484
	Iteration 24Q: 3 clusters Score -881273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -881274.687500 Penalty: 2983.896484
	Iteration 25Q: 3 clusters Score -881274.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -881273.375000 Penalty: 2983.896484
	Iteration 26Q: 3 clusters Score -881273.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -881273.312500 Penalty: 2983.896484
	Iteration 27Q: 3 clusters Score -881273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -881274.312500 Penalty: 2983.896484
	Iteration 28Q: 3 clusters Score -881274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -881272.875000 Penalty: 2983.896484
	Iteration 29Q: 3 clusters Score -881272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -881273.875000 Penalty: 2983.896484
	Iteration 30Q: 3 clusters Score -881273.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -881273.875000 Penalty: 2983.896484
	Iteration 31F: 3 clusters Score -881273.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 801 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 63023 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 43510 members 
Mstep: Class 36 contains 1092 members 
Mstep: Class 37 contains 1025 members 
Mstep: Class 38 contains 7311 members 
Entering Unmasked Estep 
Score: -49739544.000000 Penalty: 81545.632812
Splitting cluster 24 changes total score from -49738316.000000 to -49739544.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (24305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Entering Unmasked Estep 
Score: -2384304.750000 Penalty: 1640.996094
	Iteration 0F: 2 clusters Score -2384305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2367909.250000 Penalty: 3281.992188
	Iteration 0F: 3 clusters Score -2367909 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2373911.500000 Penalty: 3281.992188
	Iteration 1F: 3 clusters Score -2373912 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2374223.250000 Penalty: 3281.992188
	Iteration 2Q: 3 clusters Score -2374223 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2374532.250000 Penalty: 3281.992188
	Iteration 3Q: 3 clusters Score -2374532 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2374851.500000 Penalty: 3281.992188
	Iteration 4Q: 3 clusters Score -2374852 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2375237.500000 Penalty: 3281.992188
	Iteration 5Q: 3 clusters Score -2375238 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2375763.750000 Penalty: 3281.992188
	Iteration 6Q: 3 clusters Score -2375764 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2376493.250000 Penalty: 3281.992188
	Iteration 7F: 3 clusters Score -2376493 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2377531.250000 Penalty: 3281.992188
	Iteration 8F: 3 clusters Score -2377531 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2378904.250000 Penalty: 3281.992188
	Iteration 9F: 3 clusters Score -2378904 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2380253.250000 Penalty: 3281.992188
	Iteration 10F: 3 clusters Score -2380253 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2381280.500000 Penalty: 3281.992188
	Iteration 11Q: 3 clusters Score -2381280 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2381976.750000 Penalty: 3281.992188
	Iteration 12Q: 3 clusters Score -2381977 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2382367.000000 Penalty: 3281.992188
	Iteration 13Q: 3 clusters Score -2382367 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2382581.250000 Penalty: 3281.992188
	Iteration 14Q: 3 clusters Score -2382581 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2382694.250000 Penalty: 3281.992188
	Iteration 15Q: 3 clusters Score -2382694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2382764.250000 Penalty: 3281.992188
	Iteration 16Q: 3 clusters Score -2382764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2382814.250000 Penalty: 3281.992188
	Iteration 17Q: 3 clusters Score -2382814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2382846.250000 Penalty: 3281.992188
	Iteration 18Q: 3 clusters Score -2382846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2382867.500000 Penalty: 3281.992188
	Iteration 19Q: 3 clusters Score -2382868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2382882.250000 Penalty: 3281.992188
	Iteration 20F: 3 clusters Score -2382882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2382893.000000 Penalty: 3281.992188
	Iteration 21Q: 3 clusters Score -2382893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2382906.500000 Penalty: 3281.992188
	Iteration 22Q: 3 clusters Score -2382906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2382914.500000 Penalty: 3281.992188
	Iteration 23Q: 3 clusters Score -2382914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2382919.750000 Penalty: 3281.992188
	Iteration 24Q: 3 clusters Score -2382920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2382931.000000 Penalty: 3281.992188
	Iteration 25Q: 3 clusters Score -2382931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -2382936.000000 Penalty: 3281.992188
	Iteration 26Q: 3 clusters Score -2382936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -2382940.500000 Penalty: 3281.992188
	Iteration 27Q: 3 clusters Score -2382940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2382939.250000 Penalty: 3281.992188
	Iteration 28Q: 3 clusters Score -2382939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2382941.250000 Penalty: 3281.992188
	Iteration 29Q: 3 clusters Score -2382941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2382946.500000 Penalty: 3281.992188
	Iteration 30Q: 3 clusters Score -2382946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2382947.500000 Penalty: 3281.992188
	Iteration 31Q: 3 clusters Score -2382948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -2382949.000000 Penalty: 3281.992188
	Iteration 32Q: 3 clusters Score -2382949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2382947.500000 Penalty: 3281.992188
	Iteration 33Q: 3 clusters Score -2382948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2382949.250000 Penalty: 3281.992188
	Iteration 34Q: 3 clusters Score -2382949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2382950.750000 Penalty: 3281.992188
	Iteration 35Q: 3 clusters Score -2382951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2382952.750000 Penalty: 3281.992188
	Iteration 36Q: 3 clusters Score -2382953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2382952.750000 Penalty: 3281.992188
	Iteration 37F: 3 clusters Score -2382953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1492392.500000 Penalty: 1572.271973
	Iteration 0F: 2 clusters Score -1492392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1481421.125000 Penalty: 3144.543945
	Iteration 0F: 3 clusters Score -1481421 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1485305.250000 Penalty: 3144.543945
	Iteration 1F: 3 clusters Score -1485305 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1485776.000000 Penalty: 3144.543945
	Iteration 2F: 3 clusters Score -1485776 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1486340.375000 Penalty: 3144.543945
	Iteration 3F: 3 clusters Score -1486340 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1487009.625000 Penalty: 3144.543945
	Iteration 4F: 3 clusters Score -1487010 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1487795.000000 Penalty: 3144.543945
	Iteration 5F: 3 clusters Score -1487795 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1488644.125000 Penalty: 3144.543945
	Iteration 6F: 3 clusters Score -1488644 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1489582.375000 Penalty: 3144.543945
	Iteration 7F: 3 clusters Score -1489582 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1490550.250000 Penalty: 3144.543945
	Iteration 8F: 3 clusters Score -1490550 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1491372.000000 Penalty: 3144.543945
	Iteration 9F: 3 clusters Score -1491372 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1491918.125000 Penalty: 3144.543945
	Iteration 10Q: 3 clusters Score -1491918 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1492239.250000 Penalty: 3144.543945
	Iteration 11Q: 3 clusters Score -1492239 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1492410.625000 Penalty: 3144.543945
	Iteration 12Q: 3 clusters Score -1492411 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1492512.750000 Penalty: 3144.543945
	Iteration 13Q: 3 clusters Score -1492513 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1492603.375000 Penalty: 3144.543945
	Iteration 14Q: 3 clusters Score -1492603 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1492665.375000 Penalty: 3144.543945
	Iteration 15Q: 3 clusters Score -1492665 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1492699.750000 Penalty: 3144.543945
	Iteration 16Q: 3 clusters Score -1492700 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1492724.500000 Penalty: 3144.543945
	Iteration 17Q: 3 clusters Score -1492724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1492744.875000 Penalty: 3144.543945
	Iteration 18Q: 3 clusters Score -1492745 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1492755.875000 Penalty: 3144.543945
	Iteration 19Q: 3 clusters Score -1492756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1492767.375000 Penalty: 3144.543945
	Iteration 20F: 3 clusters Score -1492767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1492765.750000 Penalty: 3144.543945
	Iteration 21Q: 3 clusters Score -1492766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1492769.250000 Penalty: 3144.543945
	Iteration 22Q: 3 clusters Score -1492769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1492768.125000 Penalty: 3144.543945
	Iteration 23Q: 3 clusters Score -1492768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1492775.625000 Penalty: 3144.543945
	Iteration 24Q: 3 clusters Score -1492776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1492775.625000 Penalty: 3144.543945
	Iteration 25Q: 3 clusters Score -1492776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1492775.625000 Penalty: 3144.543945
	Iteration 26Q: 3 clusters Score -1492776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1492777.375000 Penalty: 3144.543945
	Iteration 27Q: 3 clusters Score -1492777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1492776.000000 Penalty: 3144.543945
	Iteration 28Q: 3 clusters Score -1492776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1492773.625000 Penalty: 3144.543945
	Iteration 29Q: 3 clusters Score -1492774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1492781.500000 Penalty: 3144.543945
	Iteration 30Q: 3 clusters Score -1492782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1492781.875000 Penalty: 3144.543945
	Iteration 31Q: 3 clusters Score -1492782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1492783.750000 Penalty: 3144.543945
	Iteration 32Q: 3 clusters Score -1492784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1492783.500000 Penalty: 3144.543945
	Iteration 33Q: 3 clusters Score -1492784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1492782.875000 Penalty: 3144.543945
	Iteration 34Q: 3 clusters Score -1492783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1492781.625000 Penalty: 3144.543945
	Iteration 35Q: 3 clusters Score -1492782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1492785.250000 Penalty: 3144.543945
	Iteration 36Q: 3 clusters Score -1492785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1492785.375000 Penalty: 3144.543945
	Iteration 37Q: 3 clusters Score -1492785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1492787.250000 Penalty: 3144.543945
	Iteration 38Q: 3 clusters Score -1492787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1492787.250000 Penalty: 3144.543945
	Iteration 39Q: 3 clusters Score -1492787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1492789.250000 Penalty: 3144.543945
	Iteration 40F: 3 clusters Score -1492789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1492788.250000 Penalty: 3144.543945
	Iteration 41Q: 3 clusters Score -1492788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1492787.375000 Penalty: 3144.543945
	Iteration 42Q: 3 clusters Score -1492787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1492788.125000 Penalty: 3144.543945
	Iteration 43Q: 3 clusters Score -1492788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1492786.000000 Penalty: 3144.543945
	Iteration 44Q: 3 clusters Score -1492786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1492785.375000 Penalty: 3144.543945
	Iteration 45Q: 3 clusters Score -1492785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1492785.375000 Penalty: 3144.543945
	Iteration 46F: 3 clusters Score -1492785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 801 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 8782 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 63023 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 43510 members 
Mstep: Class 36 contains 1092 members 
Mstep: Class 37 contains 1025 members 
Mstep: Class 38 contains 7311 members 
Mstep: Class 39 contains 7141 members 
Entering Unmasked Estep 
Score: -49739320.000000 Penalty: 83691.570312
Splitting cluster 26 changes total score from -49738316.000000 to -49739320.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 27 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -61834.101562 Penalty: 1069.803955
	Iteration 0F: 2 clusters Score -61834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60553.699219 Penalty: 2139.607910
	Iteration 0F: 3 clusters Score -60553.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60767.281250 Penalty: 2139.607910
	Iteration 1F: 3 clusters Score -60767.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60848.054688 Penalty: 2139.607910
	Iteration 2F: 3 clusters Score -60848.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60882.871094 Penalty: 2139.607910
	Iteration 3Q: 3 clusters Score -60882.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60901.480469 Penalty: 2139.607910
	Iteration 4Q: 3 clusters Score -60901.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60910.113281 Penalty: 2139.607910
	Iteration 5Q: 3 clusters Score -60910.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60919.734375 Penalty: 2139.607910
	Iteration 6Q: 3 clusters Score -60919.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60929.960938 Penalty: 2139.607910
	Iteration 7Q: 3 clusters Score -60929.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60940.871094 Penalty: 2139.607910
	Iteration 8Q: 3 clusters Score -60940.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60950.414062 Penalty: 2139.607910
	Iteration 9Q: 3 clusters Score -60950.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60959.140625 Penalty: 2139.607910
	Iteration 10Q: 3 clusters Score -60959.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60965.757812 Penalty: 2139.607910
	Iteration 11Q: 3 clusters Score -60965.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60969.332031 Penalty: 2139.607910
	Iteration 12Q: 3 clusters Score -60969.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60969.332031 Penalty: 2139.607910
	Iteration 13F: 3 clusters Score -60969.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Entering Unmasked Estep 
Score: -1481376.875000 Penalty: 1567.182251
	Iteration 0F: 2 clusters Score -1481377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1470690.375000 Penalty: 3134.364502
	Iteration 0F: 3 clusters Score -1470690 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1474583.250000 Penalty: 3134.364502
	Iteration 1F: 3 clusters Score -1474583 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1475136.500000 Penalty: 3134.364502
	Iteration 2F: 3 clusters Score -1475136 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1475680.125000 Penalty: 3134.364502
	Iteration 3F: 3 clusters Score -1475680 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1476312.500000 Penalty: 3134.364502
	Iteration 4F: 3 clusters Score -1476312 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1477015.750000 Penalty: 3134.364502
	Iteration 5F: 3 clusters Score -1477016 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1477834.375000 Penalty: 3134.364502
	Iteration 6F: 3 clusters Score -1477834 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1478620.000000 Penalty: 3134.364502
	Iteration 7F: 3 clusters Score -1478620 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1479206.125000 Penalty: 3134.364502
	Iteration 8Q: 3 clusters Score -1479206 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1479509.250000 Penalty: 3134.364502
	Iteration 9Q: 3 clusters Score -1479509 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1479649.750000 Penalty: 3134.364502
	Iteration 10Q: 3 clusters Score -1479650 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1479727.875000 Penalty: 3134.364502
	Iteration 11Q: 3 clusters Score -1479728 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1479786.500000 Penalty: 3134.364502
	Iteration 12Q: 3 clusters Score -1479786 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1479816.000000 Penalty: 3134.364502
	Iteration 13Q: 3 clusters Score -1479816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1479848.000000 Penalty: 3134.364502
	Iteration 14Q: 3 clusters Score -1479848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1479864.375000 Penalty: 3134.364502
	Iteration 15Q: 3 clusters Score -1479864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1479878.625000 Penalty: 3134.364502
	Iteration 16Q: 3 clusters Score -1479879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1479895.875000 Penalty: 3134.364502
	Iteration 17Q: 3 clusters Score -1479896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1479900.250000 Penalty: 3134.364502
	Iteration 18Q: 3 clusters Score -1479900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1479911.125000 Penalty: 3134.364502
	Iteration 19Q: 3 clusters Score -1479911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1479919.000000 Penalty: 3134.364502
	Iteration 20F: 3 clusters Score -1479919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1479930.375000 Penalty: 3134.364502
	Iteration 21Q: 3 clusters Score -1479930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1479933.250000 Penalty: 3134.364502
	Iteration 22Q: 3 clusters Score -1479933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1479932.500000 Penalty: 3134.364502
	Iteration 23Q: 3 clusters Score -1479932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1479931.875000 Penalty: 3134.364502
	Iteration 24Q: 3 clusters Score -1479932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1479937.750000 Penalty: 3134.364502
	Iteration 25Q: 3 clusters Score -1479938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1479937.500000 Penalty: 3134.364502
	Iteration 26Q: 3 clusters Score -1479938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1479941.500000 Penalty: 3134.364502
	Iteration 27Q: 3 clusters Score -1479942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1479939.750000 Penalty: 3134.364502
	Iteration 28Q: 3 clusters Score -1479940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1479941.625000 Penalty: 3134.364502
	Iteration 29Q: 3 clusters Score -1479942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1479940.500000 Penalty: 3134.364502
	Iteration 30Q: 3 clusters Score -1479940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1479941.750000 Penalty: 3134.364502
	Iteration 31Q: 3 clusters Score -1479942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1479942.625000 Penalty: 3134.364502
	Iteration 32Q: 3 clusters Score -1479943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1479943.750000 Penalty: 3134.364502
	Iteration 33Q: 3 clusters Score -1479944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1479945.500000 Penalty: 3134.364502
	Iteration 34Q: 3 clusters Score -1479946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1479949.000000 Penalty: 3134.364502
	Iteration 35Q: 3 clusters Score -1479949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1479948.125000 Penalty: 3134.364502
	Iteration 36Q: 3 clusters Score -1479948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1479950.250000 Penalty: 3134.364502
	Iteration 37Q: 3 clusters Score -1479950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1479951.000000 Penalty: 3134.364502
	Iteration 38Q: 3 clusters Score -1479951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1479947.500000 Penalty: 3134.364502
	Iteration 39Q: 3 clusters Score -1479948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1479948.250000 Penalty: 3134.364502
	Iteration 40F: 3 clusters Score -1479948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1479955.000000 Penalty: 3134.364502
	Iteration 41Q: 3 clusters Score -1479955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1479958.625000 Penalty: 3134.364502
	Iteration 42Q: 3 clusters Score -1479959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1479959.375000 Penalty: 3134.364502
	Iteration 43Q: 3 clusters Score -1479959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1479960.125000 Penalty: 3134.364502
	Iteration 44Q: 3 clusters Score -1479960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1479962.000000 Penalty: 3134.364502
	Iteration 45Q: 3 clusters Score -1479962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1479963.250000 Penalty: 3134.364502
	Iteration 46Q: 3 clusters Score -1479963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1479970.375000 Penalty: 3134.364502
	Iteration 47Q: 3 clusters Score -1479970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1479970.375000 Penalty: 3134.364502
	Iteration 48Q: 3 clusters Score -1479970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1479969.125000 Penalty: 3134.364502
	Iteration 49Q: 3 clusters Score -1479969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1479971.500000 Penalty: 3134.364502
	Iteration 50Q: 3 clusters Score -1479972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1479974.500000 Penalty: 3134.364502
	Iteration 51Q: 3 clusters Score -1479974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1479972.625000 Penalty: 3134.364502
	Iteration 52Q: 3 clusters Score -1479973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1479977.000000 Penalty: 3134.364502
	Iteration 53Q: 3 clusters Score -1479977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1479976.375000 Penalty: 3134.364502
	Iteration 54Q: 3 clusters Score -1479976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1479977.125000 Penalty: 3134.364502
	Iteration 55Q: 3 clusters Score -1479977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1479980.750000 Penalty: 3134.364502
	Iteration 56Q: 3 clusters Score -1479981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1479982.000000 Penalty: 3134.364502
	Iteration 57Q: 3 clusters Score -1479982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1479980.750000 Penalty: 3134.364502
	Iteration 58Q: 3 clusters Score -1479981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1479980.125000 Penalty: 3134.364502
	Iteration 59Q: 3 clusters Score -1479980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1479980.625000 Penalty: 3134.364502
	Iteration 60F: 3 clusters Score -1479981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1479981.875000 Penalty: 3134.364502
	Iteration 61Q: 3 clusters Score -1479982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1479982.625000 Penalty: 3134.364502
	Iteration 62Q: 3 clusters Score -1479983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1479981.750000 Penalty: 3134.364502
	Iteration 63Q: 3 clusters Score -1479982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1479981.750000 Penalty: 3134.364502
	Iteration 64Q: 3 clusters Score -1479982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1479980.125000 Penalty: 3134.364502
	Iteration 65Q: 3 clusters Score -1479980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1479981.250000 Penalty: 3134.364502
	Iteration 66Q: 3 clusters Score -1479981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1479982.125000 Penalty: 3134.364502
	Iteration 67Q: 3 clusters Score -1479982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1479982.750000 Penalty: 3134.364502
	Iteration 68Q: 3 clusters Score -1479983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1479984.750000 Penalty: 3134.364502
	Iteration 69Q: 3 clusters Score -1479985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1479984.375000 Penalty: 3134.364502
	Iteration 70Q: 3 clusters Score -1479984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1479983.000000 Penalty: 3134.364502
	Iteration 71Q: 3 clusters Score -1479983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1479982.500000 Penalty: 3134.364502
	Iteration 72Q: 3 clusters Score -1479982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1479983.750000 Penalty: 3134.364502
	Iteration 73Q: 3 clusters Score -1479984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1479983.125000 Penalty: 3134.364502
	Iteration 74Q: 3 clusters Score -1479983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1479983.125000 Penalty: 3134.364502
	Iteration 75F: 3 clusters Score -1479983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Entering Unmasked Estep 
Score: -6106042.000000 Penalty: 1795.828979
	Iteration 0F: 2 clusters Score -6106042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6093003.500000 Penalty: 3591.657959
	Iteration 0F: 3 clusters Score -6093004 nChanged 29615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -6109601.500000 Penalty: 3591.657959
	Iteration 1F: 3 clusters Score -6109602 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -6110066.500000 Penalty: 3591.657959
	Iteration 2Q: 3 clusters Score -6110066 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -6110541.000000 Penalty: 3591.657959
	Iteration 3Q: 3 clusters Score -6110541 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -6111101.000000 Penalty: 3591.657959
	Iteration 4Q: 3 clusters Score -6111101 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -6111800.000000 Penalty: 3591.657959
	Iteration 5Q: 3 clusters Score -6111800 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6112629.500000 Penalty: 3591.657959
	Iteration 6Q: 3 clusters Score -6112630 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -6114096.000000 Penalty: 3591.657959
	Iteration 7F: 3 clusters Score -6114096 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -6116345.000000 Penalty: 3591.657959
	Iteration 8F: 3 clusters Score -6116345 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -6117878.500000 Penalty: 3591.657959
	Iteration 9F: 3 clusters Score -6117878 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -6118430.000000 Penalty: 3591.657959
	Iteration 10Q: 3 clusters Score -6118430 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -6118573.000000 Penalty: 3591.657959
	Iteration 11Q: 3 clusters Score -6118573 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -6118550.000000 Penalty: 3591.657959
	Iteration 12Q: 3 clusters Score -6118550 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -6118568.000000 Penalty: 3591.657959
	Iteration 13Q: 3 clusters Score -6118568 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -6118607.000000 Penalty: 3591.657959
	Iteration 14Q: 3 clusters Score -6118607 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -6118703.500000 Penalty: 3591.657959
	Iteration 15Q: 3 clusters Score -6118704 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -6118790.500000 Penalty: 3591.657959
	Iteration 16Q: 3 clusters Score -6118790 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -6118913.000000 Penalty: 3591.657959
	Iteration 17Q: 3 clusters Score -6118913 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -6119025.000000 Penalty: 3591.657959
	Iteration 18Q: 3 clusters Score -6119025 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -6119288.000000 Penalty: 3591.657959
	Iteration 19Q: 3 clusters Score -6119288 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -6120112.500000 Penalty: 3591.657959
	Iteration 20F: 3 clusters Score -6120112 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -6121051.000000 Penalty: 3591.657959
	Iteration 21Q: 3 clusters Score -6121051 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -6120972.500000 Penalty: 3591.657959
	Iteration 22Q: 3 clusters Score -6120972 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -6118571.000000 Penalty: 3591.657959
	Iteration 23F: 3 clusters Score -6118571 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -6115761.500000 Penalty: 3591.657959
	Iteration 24F: 3 clusters Score -6115762 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -6113661.500000 Penalty: 3591.657959
	Iteration 25F: 3 clusters Score -6113662 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -6112515.500000 Penalty: 3591.657959
	Iteration 26Q: 3 clusters Score -6112516 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -6111869.500000 Penalty: 3591.657959
	Iteration 27Q: 3 clusters Score -6111870 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -6111489.500000 Penalty: 3591.657959
	Iteration 28Q: 3 clusters Score -6111490 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -6111333.000000 Penalty: 3591.657959
	Iteration 29Q: 3 clusters Score -6111333 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -6111303.500000 Penalty: 3591.657959
	Iteration 30Q: 3 clusters Score -6111304 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -6111315.500000 Penalty: 3591.657959
	Iteration 31Q: 3 clusters Score -6111316 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -6111415.000000 Penalty: 3591.657959
	Iteration 32Q: 3 clusters Score -6111415 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -6111610.000000 Penalty: 3591.657959
	Iteration 33Q: 3 clusters Score -6111610 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -6111803.000000 Penalty: 3591.657959
	Iteration 34Q: 3 clusters Score -6111803 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -6112036.000000 Penalty: 3591.657959
	Iteration 35Q: 3 clusters Score -6112036 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -6112289.000000 Penalty: 3591.657959
	Iteration 36Q: 3 clusters Score -6112289 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -6112697.500000 Penalty: 3591.657959
	Iteration 37Q: 3 clusters Score -6112698 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -6113198.500000 Penalty: 3591.657959
	Iteration 38Q: 3 clusters Score -6113198 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -6113621.500000 Penalty: 3591.657959
	Iteration 39Q: 3 clusters Score -6113622 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6114054.000000 Penalty: 3591.657959
	Iteration 40F: 3 clusters Score -6114054 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -6114531.500000 Penalty: 3591.657959
	Iteration 41Q: 3 clusters Score -6114532 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -6115135.000000 Penalty: 3591.657959
	Iteration 42Q: 3 clusters Score -6115135 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -6115599.000000 Penalty: 3591.657959
	Iteration 43Q: 3 clusters Score -6115599 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -6116056.500000 Penalty: 3591.657959
	Iteration 44Q: 3 clusters Score -6116056 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -6116605.500000 Penalty: 3591.657959
	Iteration 45Q: 3 clusters Score -6116606 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -6117195.500000 Penalty: 3591.657959
	Iteration 46Q: 3 clusters Score -6117196 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -6117605.500000 Penalty: 3591.657959
	Iteration 47Q: 3 clusters Score -6117606 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -6117988.000000 Penalty: 3591.657959
	Iteration 48Q: 3 clusters Score -6117988 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6118481.000000 Penalty: 3591.657959
	Iteration 49Q: 3 clusters Score -6118481 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -6118799.500000 Penalty: 3591.657959
	Iteration 50Q: 3 clusters Score -6118800 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -6119045.500000 Penalty: 3591.657959
	Iteration 51Q: 3 clusters Score -6119046 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6119228.500000 Penalty: 3591.657959
	Iteration 52Q: 3 clusters Score -6119228 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6119484.500000 Penalty: 3591.657959
	Iteration 53Q: 3 clusters Score -6119484 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -6119465.500000 Penalty: 3591.657959
	Iteration 54Q: 3 clusters Score -6119466 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6119390.500000 Penalty: 3591.657959
	Iteration 55Q: 3 clusters Score -6119390 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -6119309.000000 Penalty: 3591.657959
	Iteration 56Q: 3 clusters Score -6119309 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -6119293.000000 Penalty: 3591.657959
	Iteration 57Q: 3 clusters Score -6119293 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -6119281.000000 Penalty: 3591.657959
	Iteration 58Q: 3 clusters Score -6119281 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -6119289.500000 Penalty: 3591.657959
	Iteration 59Q: 3 clusters Score -6119290 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -6119319.500000 Penalty: 3591.657959
	Iteration 60F: 3 clusters Score -6119320 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6119267.000000 Penalty: 3591.657959
	Iteration 61Q: 3 clusters Score -6119267 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -6119215.500000 Penalty: 3591.657959
	Iteration 62Q: 3 clusters Score -6119216 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -6119146.500000 Penalty: 3591.657959
	Iteration 63Q: 3 clusters Score -6119146 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -6119124.000000 Penalty: 3591.657959
	Iteration 64Q: 3 clusters Score -6119124 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -6119378.000000 Penalty: 3591.657959
	Iteration 65Q: 3 clusters Score -6119378 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -6120127.000000 Penalty: 3591.657959
	Iteration 66Q: 3 clusters Score -6120127 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -6120698.500000 Penalty: 3591.657959
	Iteration 67Q: 3 clusters Score -6120698 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -6119976.000000 Penalty: 3591.657959
	Iteration 68Q: 3 clusters Score -6119976 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -6117815.000000 Penalty: 3591.657959
	Iteration 69F: 3 clusters Score -6117815 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -6115726.500000 Penalty: 3591.657959
	Iteration 70F: 3 clusters Score -6115726 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -6114382.000000 Penalty: 3591.657959
	Iteration 71Q: 3 clusters Score -6114382 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -6113614.500000 Penalty: 3591.657959
	Iteration 72Q: 3 clusters Score -6113614 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -6113186.500000 Penalty: 3591.657959
	Iteration 73Q: 3 clusters Score -6113186 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -6113098.000000 Penalty: 3591.657959
	Iteration 74Q: 3 clusters Score -6113098 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -6113147.000000 Penalty: 3591.657959
	Iteration 75Q: 3 clusters Score -6113147 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -6113350.500000 Penalty: 3591.657959
	Iteration 76Q: 3 clusters Score -6113350 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -6113727.500000 Penalty: 3591.657959
	Iteration 77Q: 3 clusters Score -6113728 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -6114202.000000 Penalty: 3591.657959
	Iteration 78Q: 3 clusters Score -6114202 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -6114734.000000 Penalty: 3591.657959
	Iteration 79Q: 3 clusters Score -6114734 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -6115462.000000 Penalty: 3591.657959
	Iteration 80F: 3 clusters Score -6115462 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -6116174.000000 Penalty: 3591.657959
	Iteration 81Q: 3 clusters Score -6116174 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -6116883.000000 Penalty: 3591.657959
	Iteration 82Q: 3 clusters Score -6116883 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -6117674.500000 Penalty: 3591.657959
	Iteration 83Q: 3 clusters Score -6117674 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -6118334.000000 Penalty: 3591.657959
	Iteration 84Q: 3 clusters Score -6118334 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6118947.500000 Penalty: 3591.657959
	Iteration 85Q: 3 clusters Score -6118948 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6119464.000000 Penalty: 3591.657959
	Iteration 86Q: 3 clusters Score -6119464 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -6119809.500000 Penalty: 3591.657959
	Iteration 87Q: 3 clusters Score -6119810 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -6120097.500000 Penalty: 3591.657959
	Iteration 88Q: 3 clusters Score -6120098 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6120307.000000 Penalty: 3591.657959
	Iteration 89Q: 3 clusters Score -6120307 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -6120485.500000 Penalty: 3591.657959
	Iteration 90Q: 3 clusters Score -6120486 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -6120445.500000 Penalty: 3591.657959
	Iteration 91Q: 3 clusters Score -6120446 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -6120431.000000 Penalty: 3591.657959
	Iteration 92Q: 3 clusters Score -6120431 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -6120479.000000 Penalty: 3591.657959
	Iteration 93Q: 3 clusters Score -6120479 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -6120479.000000 Penalty: 3591.657959
	Iteration 94Q: 3 clusters Score -6120479 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -6120469.500000 Penalty: 3591.657959
	Iteration 95Q: 3 clusters Score -6120470 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -6120574.500000 Penalty: 3591.657959
	Iteration 96Q: 3 clusters Score -6120574 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -6120712.000000 Penalty: 3591.657959
	Iteration 97Q: 3 clusters Score -6120712 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6121166.500000 Penalty: 3591.657959
	Iteration 98Q: 3 clusters Score -6121166 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -6121703.500000 Penalty: 3591.657959
	Iteration 99Q: 3 clusters Score -6121704 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -6121908.500000 Penalty: 3591.657959
	Iteration 100F: 3 clusters Score -6121908 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -6120832.000000 Penalty: 3591.657959
	Iteration 101Q: 3 clusters Score -6120832 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -6118531.500000 Penalty: 3591.657959
	Iteration 102Q: 3 clusters Score -6118532 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6116151.500000 Penalty: 3591.657959
	Iteration 103Q: 3 clusters Score -6116152 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -6114677.500000 Penalty: 3591.657959
	Iteration 104Q: 3 clusters Score -6114678 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -6113816.500000 Penalty: 3591.657959
	Iteration 105Q: 3 clusters Score -6113816 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -6113487.000000 Penalty: 3591.657959
	Iteration 106Q: 3 clusters Score -6113487 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -6113454.500000 Penalty: 3591.657959
	Iteration 107Q: 3 clusters Score -6113454 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -6113570.500000 Penalty: 3591.657959
	Iteration 108Q: 3 clusters Score -6113570 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6113835.500000 Penalty: 3591.657959
	Iteration 109Q: 3 clusters Score -6113836 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -6114205.500000 Penalty: 3591.657959
	Iteration 110Q: 3 clusters Score -6114206 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -6114541.000000 Penalty: 3591.657959
	Iteration 111Q: 3 clusters Score -6114541 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -6115042.000000 Penalty: 3591.657959
	Iteration 112Q: 3 clusters Score -6115042 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -6115588.500000 Penalty: 3591.657959
	Iteration 113Q: 3 clusters Score -6115588 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -6116076.500000 Penalty: 3591.657959
	Iteration 114Q: 3 clusters Score -6116076 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -6116602.000000 Penalty: 3591.657959
	Iteration 115Q: 3 clusters Score -6116602 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -6117091.500000 Penalty: 3591.657959
	Iteration 116Q: 3 clusters Score -6117092 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -6117633.000000 Penalty: 3591.657959
	Iteration 117Q: 3 clusters Score -6117633 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -6118197.500000 Penalty: 3591.657959
	Iteration 118Q: 3 clusters Score -6118198 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -6118673.500000 Penalty: 3591.657959
	Iteration 119Q: 3 clusters Score -6118674 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -6119453.000000 Penalty: 3591.657959
	Iteration 120F: 3 clusters Score -6119453 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -6119944.000000 Penalty: 3591.657959
	Iteration 121Q: 3 clusters Score -6119944 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -6120316.500000 Penalty: 3591.657959
	Iteration 122Q: 3 clusters Score -6120316 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -6120538.500000 Penalty: 3591.657959
	Iteration 123Q: 3 clusters Score -6120538 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -6120707.000000 Penalty: 3591.657959
	Iteration 124Q: 3 clusters Score -6120707 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -6120838.500000 Penalty: 3591.657959
	Iteration 125Q: 3 clusters Score -6120838 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -6120946.000000 Penalty: 3591.657959
	Iteration 126Q: 3 clusters Score -6120946 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -6121021.500000 Penalty: 3591.657959
	Iteration 127Q: 3 clusters Score -6121022 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -6120953.000000 Penalty: 3591.657959
	Iteration 128Q: 3 clusters Score -6120953 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -6120907.000000 Penalty: 3591.657959
	Iteration 129Q: 3 clusters Score -6120907 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -6120833.000000 Penalty: 3591.657959
	Iteration 130Q: 3 clusters Score -6120833 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -6120778.000000 Penalty: 3591.657959
	Iteration 131Q: 3 clusters Score -6120778 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -6120670.500000 Penalty: 3591.657959
	Iteration 132Q: 3 clusters Score -6120670 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -6120629.000000 Penalty: 3591.657959
	Iteration 133Q: 3 clusters Score -6120629 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -6120583.500000 Penalty: 3591.657959
	Iteration 134Q: 3 clusters Score -6120584 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -6120536.500000 Penalty: 3591.657959
	Iteration 135Q: 3 clusters Score -6120536 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -6120545.000000 Penalty: 3591.657959
	Iteration 136Q: 3 clusters Score -6120545 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -6120493.000000 Penalty: 3591.657959
	Iteration 137Q: 3 clusters Score -6120493 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -6120467.000000 Penalty: 3591.657959
	Iteration 138Q: 3 clusters Score -6120467 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -6120444.000000 Penalty: 3591.657959
	Iteration 139Q: 3 clusters Score -6120444 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -6120450.500000 Penalty: 3591.657959
	Iteration 140F: 3 clusters Score -6120450 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -6120510.000000 Penalty: 3591.657959
	Iteration 141Q: 3 clusters Score -6120510 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6120937.500000 Penalty: 3591.657959
	Iteration 142Q: 3 clusters Score -6120938 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -6121383.500000 Penalty: 3591.657959
	Iteration 143Q: 3 clusters Score -6121384 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6121555.500000 Penalty: 3591.657959
	Iteration 144Q: 3 clusters Score -6121556 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -6120651.000000 Penalty: 3591.657959
	Iteration 145Q: 3 clusters Score -6120651 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -6118803.000000 Penalty: 3591.657959
	Iteration 146Q: 3 clusters Score -6118803 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -6116625.000000 Penalty: 3591.657959
	Iteration 147Q: 3 clusters Score -6116625 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -6115175.000000 Penalty: 3591.657959
	Iteration 148Q: 3 clusters Score -6115175 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -6114507.000000 Penalty: 3591.657959
	Iteration 149Q: 3 clusters Score -6114507 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -6114248.500000 Penalty: 3591.657959
	Iteration 150Q: 3 clusters Score -6114248 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -6114410.500000 Penalty: 3591.657959
	Iteration 151Q: 3 clusters Score -6114410 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -6114649.000000 Penalty: 3591.657959
	Iteration 152Q: 3 clusters Score -6114649 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -6114991.000000 Penalty: 3591.657959
	Iteration 153Q: 3 clusters Score -6114991 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -6115431.000000 Penalty: 3591.657959
	Iteration 154Q: 3 clusters Score -6115431 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -6115950.500000 Penalty: 3591.657959
	Iteration 155Q: 3 clusters Score -6115950 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6116520.000000 Penalty: 3591.657959
	Iteration 156Q: 3 clusters Score -6116520 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -6117091.000000 Penalty: 3591.657959
	Iteration 157Q: 3 clusters Score -6117091 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6117631.500000 Penalty: 3591.657959
	Iteration 158Q: 3 clusters Score -6117632 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -6118114.000000 Penalty: 3591.657959
	Iteration 159Q: 3 clusters Score -6118114 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -6119250.500000 Penalty: 3591.657959
	Iteration 160F: 3 clusters Score -6119250 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6119394.500000 Penalty: 3591.657959
	Iteration 161Q: 3 clusters Score -6119394 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6119573.500000 Penalty: 3591.657959
	Iteration 162Q: 3 clusters Score -6119574 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6119872.500000 Penalty: 3591.657959
	Iteration 163Q: 3 clusters Score -6119872 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -6120171.500000 Penalty: 3591.657959
	Iteration 164Q: 3 clusters Score -6120172 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -6120391.500000 Penalty: 3591.657959
	Iteration 165Q: 3 clusters Score -6120392 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -6120534.000000 Penalty: 3591.657959
	Iteration 166Q: 3 clusters Score -6120534 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -6120661.500000 Penalty: 3591.657959
	Iteration 167Q: 3 clusters Score -6120662 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -6120744.500000 Penalty: 3591.657959
	Iteration 168Q: 3 clusters Score -6120744 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -6120790.000000 Penalty: 3591.657959
	Iteration 169Q: 3 clusters Score -6120790 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -6120772.000000 Penalty: 3591.657959
	Iteration 170Q: 3 clusters Score -6120772 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -6120670.500000 Penalty: 3591.657959
	Iteration 171Q: 3 clusters Score -6120670 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -6120614.500000 Penalty: 3591.657959
	Iteration 172Q: 3 clusters Score -6120614 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -6120521.500000 Penalty: 3591.657959
	Iteration 173Q: 3 clusters Score -6120522 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -6120440.500000 Penalty: 3591.657959
	Iteration 174Q: 3 clusters Score -6120440 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -6120433.000000 Penalty: 3591.657959
	Iteration 175Q: 3 clusters Score -6120433 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -6120551.500000 Penalty: 3591.657959
	Iteration 176Q: 3 clusters Score -6120552 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6120614.500000 Penalty: 3591.657959
	Iteration 177Q: 3 clusters Score -6120614 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -6120666.500000 Penalty: 3591.657959
	Iteration 178Q: 3 clusters Score -6120666 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -6121121.500000 Penalty: 3591.657959
	Iteration 179Q: 3 clusters Score -6121122 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -6121678.500000 Penalty: 3591.657959
	Iteration 180F: 3 clusters Score -6121678 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -6121787.500000 Penalty: 3591.657959
	Iteration 181Q: 3 clusters Score -6121788 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -6120377.000000 Penalty: 3591.657959
	Iteration 182Q: 3 clusters Score -6120377 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -6117624.500000 Penalty: 3591.657959
	Iteration 183F: 3 clusters Score -6117624 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -6115379.500000 Penalty: 3591.657959
	Iteration 184F: 3 clusters Score -6115380 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -6114062.500000 Penalty: 3591.657959
	Iteration 185Q: 3 clusters Score -6114062 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -6113442.500000 Penalty: 3591.657959
	Iteration 186Q: 3 clusters Score -6113442 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -6113227.500000 Penalty: 3591.657959
	Iteration 187Q: 3 clusters Score -6113228 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6113180.500000 Penalty: 3591.657959
	Iteration 188Q: 3 clusters Score -6113180 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -6113387.000000 Penalty: 3591.657959
	Iteration 189Q: 3 clusters Score -6113387 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -6113625.000000 Penalty: 3591.657959
	Iteration 190Q: 3 clusters Score -6113625 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -6114051.000000 Penalty: 3591.657959
	Iteration 191Q: 3 clusters Score -6114051 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -6114575.000000 Penalty: 3591.657959
	Iteration 192Q: 3 clusters Score -6114575 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -6115003.000000 Penalty: 3591.657959
	Iteration 193Q: 3 clusters Score -6115003 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -6115535.500000 Penalty: 3591.657959
	Iteration 194Q: 3 clusters Score -6115536 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -6116034.500000 Penalty: 3591.657959
	Iteration 195Q: 3 clusters Score -6116034 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -6116525.000000 Penalty: 3591.657959
	Iteration 196Q: 3 clusters Score -6116525 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -6116939.500000 Penalty: 3591.657959
	Iteration 197Q: 3 clusters Score -6116940 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -6117361.500000 Penalty: 3591.657959
	Iteration 198Q: 3 clusters Score -6117362 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -6117783.500000 Penalty: 3591.657959
	Iteration 199Q: 3 clusters Score -6117784 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -6118612.500000 Penalty: 3591.657959
	Iteration 200F: 3 clusters Score -6118612 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -6119197.000000 Penalty: 3591.657959
	Iteration 201Q: 3 clusters Score -6119197 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -6119527.000000 Penalty: 3591.657959
	Iteration 202Q: 3 clusters Score -6119527 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -6119947.500000 Penalty: 3591.657959
	Iteration 203Q: 3 clusters Score -6119948 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -6120167.500000 Penalty: 3591.657959
	Iteration 204Q: 3 clusters Score -6120168 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6120407.500000 Penalty: 3591.657959
	Iteration 205Q: 3 clusters Score -6120408 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -6120601.000000 Penalty: 3591.657959
	Iteration 206Q: 3 clusters Score -6120601 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -6120725.000000 Penalty: 3591.657959
	Iteration 207Q: 3 clusters Score -6120725 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -6120684.000000 Penalty: 3591.657959
	Iteration 208Q: 3 clusters Score -6120684 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6120597.000000 Penalty: 3591.657959
	Iteration 209Q: 3 clusters Score -6120597 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6120565.500000 Penalty: 3591.657959
	Iteration 210Q: 3 clusters Score -6120566 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -6120444.500000 Penalty: 3591.657959
	Iteration 211Q: 3 clusters Score -6120444 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -6120373.000000 Penalty: 3591.657959
	Iteration 212Q: 3 clusters Score -6120373 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -6120350.500000 Penalty: 3591.657959
	Iteration 213Q: 3 clusters Score -6120350 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -6120303.000000 Penalty: 3591.657959
	Iteration 214Q: 3 clusters Score -6120303 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -6120290.000000 Penalty: 3591.657959
	Iteration 215Q: 3 clusters Score -6120290 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -6120242.500000 Penalty: 3591.657959
	Iteration 216Q: 3 clusters Score -6120242 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6120233.500000 Penalty: 3591.657959
	Iteration 217Q: 3 clusters Score -6120234 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -6120310.500000 Penalty: 3591.657959
	Iteration 218Q: 3 clusters Score -6120310 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -6120356.500000 Penalty: 3591.657959
	Iteration 219Q: 3 clusters Score -6120356 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -6120719.500000 Penalty: 3591.657959
	Iteration 220F: 3 clusters Score -6120720 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -6121289.000000 Penalty: 3591.657959
	Iteration 221Q: 3 clusters Score -6121289 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6121712.500000 Penalty: 3591.657959
	Iteration 222Q: 3 clusters Score -6121712 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -6121011.000000 Penalty: 3591.657959
	Iteration 223Q: 3 clusters Score -6121011 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -6119264.000000 Penalty: 3591.657959
	Iteration 224Q: 3 clusters Score -6119264 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -6117001.000000 Penalty: 3591.657959
	Iteration 225Q: 3 clusters Score -6117001 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -6115382.000000 Penalty: 3591.657959
	Iteration 226Q: 3 clusters Score -6115382 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -6114627.000000 Penalty: 3591.657959
	Iteration 227Q: 3 clusters Score -6114627 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6114278.000000 Penalty: 3591.657959
	Iteration 228Q: 3 clusters Score -6114278 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -6114203.500000 Penalty: 3591.657959
	Iteration 229Q: 3 clusters Score -6114204 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -6114397.500000 Penalty: 3591.657959
	Iteration 230Q: 3 clusters Score -6114398 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -6114684.500000 Penalty: 3591.657959
	Iteration 231Q: 3 clusters Score -6114684 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -6114979.000000 Penalty: 3591.657959
	Iteration 232Q: 3 clusters Score -6114979 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -6115400.500000 Penalty: 3591.657959
	Iteration 233Q: 3 clusters Score -6115400 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -6115773.000000 Penalty: 3591.657959
	Iteration 234Q: 3 clusters Score -6115773 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -6116307.500000 Penalty: 3591.657959
	Iteration 235Q: 3 clusters Score -6116308 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -6116817.000000 Penalty: 3591.657959
	Iteration 236Q: 3 clusters Score -6116817 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -6117297.000000 Penalty: 3591.657959
	Iteration 237Q: 3 clusters Score -6117297 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -6117763.500000 Penalty: 3591.657959
	Iteration 238Q: 3 clusters Score -6117764 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -6118229.500000 Penalty: 3591.657959
	Iteration 239Q: 3 clusters Score -6118230 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -6119204.500000 Penalty: 3591.657959
	Iteration 240F: 3 clusters Score -6119204 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -6119334.000000 Penalty: 3591.657959
	Iteration 241Q: 3 clusters Score -6119334 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -6119517.000000 Penalty: 3591.657959
	Iteration 242Q: 3 clusters Score -6119517 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -6119712.500000 Penalty: 3591.657959
	Iteration 243Q: 3 clusters Score -6119712 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -6119979.500000 Penalty: 3591.657959
	Iteration 244Q: 3 clusters Score -6119980 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6120256.500000 Penalty: 3591.657959
	Iteration 245Q: 3 clusters Score -6120256 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6120398.500000 Penalty: 3591.657959
	Iteration 246Q: 3 clusters Score -6120398 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -6120549.000000 Penalty: 3591.657959
	Iteration 247Q: 3 clusters Score -6120549 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -6120724.500000 Penalty: 3591.657959
	Iteration 248Q: 3 clusters Score -6120724 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -6120895.000000 Penalty: 3591.657959
	Iteration 249Q: 3 clusters Score -6120895 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -6121012.500000 Penalty: 3591.657959
	Iteration 250Q: 3 clusters Score -6121012 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -6121086.000000 Penalty: 3591.657959
	Iteration 251Q: 3 clusters Score -6121086 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -6121103.000000 Penalty: 3591.657959
	Iteration 252Q: 3 clusters Score -6121103 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -6121070.500000 Penalty: 3591.657959
	Iteration 253Q: 3 clusters Score -6121070 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -6121031.000000 Penalty: 3591.657959
	Iteration 254Q: 3 clusters Score -6121031 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -6121002.000000 Penalty: 3591.657959
	Iteration 255Q: 3 clusters Score -6121002 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -6121001.000000 Penalty: 3591.657959
	Iteration 256Q: 3 clusters Score -6121001 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -6120982.000000 Penalty: 3591.657959
	Iteration 257Q: 3 clusters Score -6120982 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -6120967.000000 Penalty: 3591.657959
	Iteration 258Q: 3 clusters Score -6120967 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -6120960.000000 Penalty: 3591.657959
	Iteration 259Q: 3 clusters Score -6120960 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6121016.500000 Penalty: 3591.657959
	Iteration 260F: 3 clusters Score -6121016 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -6121094.000000 Penalty: 3591.657959
	Iteration 261Q: 3 clusters Score -6121094 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -6121146.000000 Penalty: 3591.657959
	Iteration 262Q: 3 clusters Score -6121146 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -6121454.500000 Penalty: 3591.657959
	Iteration 263Q: 3 clusters Score -6121454 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -6121956.000000 Penalty: 3591.657959
	Iteration 264Q: 3 clusters Score -6121956 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -6122089.500000 Penalty: 3591.657959
	Iteration 265Q: 3 clusters Score -6122090 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -6121465.000000 Penalty: 3591.657959
	Iteration 266Q: 3 clusters Score -6121465 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -6119449.500000 Penalty: 3591.657959
	Iteration 267Q: 3 clusters Score -6119450 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -6116894.000000 Penalty: 3591.657959
	Iteration 268Q: 3 clusters Score -6116894 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -6115249.000000 Penalty: 3591.657959
	Iteration 269Q: 3 clusters Score -6115249 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -6114364.500000 Penalty: 3591.657959
	Iteration 270Q: 3 clusters Score -6114364 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -6114086.500000 Penalty: 3591.657959
	Iteration 271Q: 3 clusters Score -6114086 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -6114127.000000 Penalty: 3591.657959
	Iteration 272Q: 3 clusters Score -6114127 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -6114269.500000 Penalty: 3591.657959
	Iteration 273Q: 3 clusters Score -6114270 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -6114633.000000 Penalty: 3591.657959
	Iteration 274Q: 3 clusters Score -6114633 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6115030.000000 Penalty: 3591.657959
	Iteration 275Q: 3 clusters Score -6115030 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -6115415.500000 Penalty: 3591.657959
	Iteration 276Q: 3 clusters Score -6115416 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -6115897.500000 Penalty: 3591.657959
	Iteration 277Q: 3 clusters Score -6115898 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -6116448.000000 Penalty: 3591.657959
	Iteration 278Q: 3 clusters Score -6116448 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -6116983.000000 Penalty: 3591.657959
	Iteration 279Q: 3 clusters Score -6116983 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -6118241.500000 Penalty: 3591.657959
	Iteration 280F: 3 clusters Score -6118242 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -6118382.000000 Penalty: 3591.657959
	Iteration 281Q: 3 clusters Score -6118382 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -6118714.000000 Penalty: 3591.657959
	Iteration 282Q: 3 clusters Score -6118714 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -6119133.500000 Penalty: 3591.657959
	Iteration 283Q: 3 clusters Score -6119134 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -6119662.000000 Penalty: 3591.657959
	Iteration 284Q: 3 clusters Score -6119662 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -6120056.500000 Penalty: 3591.657959
	Iteration 285Q: 3 clusters Score -6120056 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -6120451.000000 Penalty: 3591.657959
	Iteration 286Q: 3 clusters Score -6120451 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -6120776.500000 Penalty: 3591.657959
	Iteration 287Q: 3 clusters Score -6120776 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -6121058.000000 Penalty: 3591.657959
	Iteration 288Q: 3 clusters Score -6121058 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -6121315.000000 Penalty: 3591.657959
	Iteration 289Q: 3 clusters Score -6121315 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -6121564.000000 Penalty: 3591.657959
	Iteration 290Q: 3 clusters Score -6121564 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -6121600.000000 Penalty: 3591.657959
	Iteration 291Q: 3 clusters Score -6121600 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -6121579.000000 Penalty: 3591.657959
	Iteration 292Q: 3 clusters Score -6121579 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -6121554.000000 Penalty: 3591.657959
	Iteration 293Q: 3 clusters Score -6121554 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -6121518.000000 Penalty: 3591.657959
	Iteration 294Q: 3 clusters Score -6121518 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -6121450.000000 Penalty: 3591.657959
	Iteration 295Q: 3 clusters Score -6121450 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -6121417.500000 Penalty: 3591.657959
	Iteration 296Q: 3 clusters Score -6121418 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -6121370.500000 Penalty: 3591.657959
	Iteration 297Q: 3 clusters Score -6121370 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -6121411.000000 Penalty: 3591.657959
	Iteration 298Q: 3 clusters Score -6121411 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -6121477.000000 Penalty: 3591.657959
	Iteration 299Q: 3 clusters Score -6121477 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -6121502.500000 Penalty: 3591.657959
	Iteration 300F: 3 clusters Score -6121502 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -6121623.000000 Penalty: 3591.657959
	Iteration 301Q: 3 clusters Score -6121623 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -6122073.500000 Penalty: 3591.657959
	Iteration 302Q: 3 clusters Score -6122074 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -6122438.500000 Penalty: 3591.657959
	Iteration 303Q: 3 clusters Score -6122438 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -6122388.000000 Penalty: 3591.657959
	Iteration 304Q: 3 clusters Score -6122388 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6121531.000000 Penalty: 3591.657959
	Iteration 305Q: 3 clusters Score -6121531 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -6120336.000000 Penalty: 3591.657959
	Iteration 306Q: 3 clusters Score -6120336 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -6118979.000000 Penalty: 3591.657959
	Iteration 307Q: 3 clusters Score -6118979 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -6117849.500000 Penalty: 3591.657959
	Iteration 308Q: 3 clusters Score -6117850 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -6117183.000000 Penalty: 3591.657959
	Iteration 309Q: 3 clusters Score -6117183 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -6116893.000000 Penalty: 3591.657959
	Iteration 310Q: 3 clusters Score -6116893 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -6116771.500000 Penalty: 3591.657959
	Iteration 311Q: 3 clusters Score -6116772 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -6116890.500000 Penalty: 3591.657959
	Iteration 312Q: 3 clusters Score -6116890 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -6116968.500000 Penalty: 3591.657959
	Iteration 313Q: 3 clusters Score -6116968 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -6117125.000000 Penalty: 3591.657959
	Iteration 314Q: 3 clusters Score -6117125 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6117327.500000 Penalty: 3591.657959
	Iteration 315Q: 3 clusters Score -6117328 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -6117603.000000 Penalty: 3591.657959
	Iteration 316Q: 3 clusters Score -6117603 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -6117908.000000 Penalty: 3591.657959
	Iteration 317Q: 3 clusters Score -6117908 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -6118225.000000 Penalty: 3591.657959
	Iteration 318Q: 3 clusters Score -6118225 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -6118533.500000 Penalty: 3591.657959
	Iteration 319Q: 3 clusters Score -6118534 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -6119304.500000 Penalty: 3591.657959
	Iteration 320F: 3 clusters Score -6119304 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -6119265.000000 Penalty: 3591.657959
	Iteration 321Q: 3 clusters Score -6119265 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -6119309.500000 Penalty: 3591.657959
	Iteration 322Q: 3 clusters Score -6119310 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -6119474.500000 Penalty: 3591.657959
	Iteration 323Q: 3 clusters Score -6119474 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -6119764.000000 Penalty: 3591.657959
	Iteration 324Q: 3 clusters Score -6119764 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -6120019.000000 Penalty: 3591.657959
	Iteration 325Q: 3 clusters Score -6120019 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -6120232.000000 Penalty: 3591.657959
	Iteration 326Q: 3 clusters Score -6120232 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6120425.500000 Penalty: 3591.657959
	Iteration 327Q: 3 clusters Score -6120426 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -6120680.500000 Penalty: 3591.657959
	Iteration 328Q: 3 clusters Score -6120680 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -6120877.500000 Penalty: 3591.657959
	Iteration 329Q: 3 clusters Score -6120878 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6121013.500000 Penalty: 3591.657959
	Iteration 330Q: 3 clusters Score -6121014 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -6121128.500000 Penalty: 3591.657959
	Iteration 331Q: 3 clusters Score -6121128 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -6121280.500000 Penalty: 3591.657959
	Iteration 332Q: 3 clusters Score -6121280 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6121329.500000 Penalty: 3591.657959
	Iteration 333Q: 3 clusters Score -6121330 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -6121418.000000 Penalty: 3591.657959
	Iteration 334Q: 3 clusters Score -6121418 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -6121491.000000 Penalty: 3591.657959
	Iteration 335Q: 3 clusters Score -6121491 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -6121513.500000 Penalty: 3591.657959
	Iteration 336Q: 3 clusters Score -6121514 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -6121519.000000 Penalty: 3591.657959
	Iteration 337Q: 3 clusters Score -6121519 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -6121550.500000 Penalty: 3591.657959
	Iteration 338Q: 3 clusters Score -6121550 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6121511.000000 Penalty: 3591.657959
	Iteration 339Q: 3 clusters Score -6121511 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -6121508.000000 Penalty: 3591.657959
	Iteration 340F: 3 clusters Score -6121508 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -6121524.500000 Penalty: 3591.657959
	Iteration 341Q: 3 clusters Score -6121524 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -6121518.000000 Penalty: 3591.657959
	Iteration 342Q: 3 clusters Score -6121518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -6121535.500000 Penalty: 3591.657959
	Iteration 343Q: 3 clusters Score -6121536 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -6121520.000000 Penalty: 3591.657959
	Iteration 344Q: 3 clusters Score -6121520 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -6121504.000000 Penalty: 3591.657959
	Iteration 345Q: 3 clusters Score -6121504 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -6121492.000000 Penalty: 3591.657959
	Iteration 346Q: 3 clusters Score -6121492 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -6121460.000000 Penalty: 3591.657959
	Iteration 347Q: 3 clusters Score -6121460 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -6121447.000000 Penalty: 3591.657959
	Iteration 348Q: 3 clusters Score -6121447 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -6121424.500000 Penalty: 3591.657959
	Iteration 349Q: 3 clusters Score -6121424 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -6121422.000000 Penalty: 3591.657959
	Iteration 350Q: 3 clusters Score -6121422 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6121449.500000 Penalty: 3591.657959
	Iteration 351Q: 3 clusters Score -6121450 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6121458.500000 Penalty: 3591.657959
	Iteration 352Q: 3 clusters Score -6121458 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -6121452.000000 Penalty: 3591.657959
	Iteration 353Q: 3 clusters Score -6121452 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -6121482.500000 Penalty: 3591.657959
	Iteration 354Q: 3 clusters Score -6121482 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -6121461.000000 Penalty: 3591.657959
	Iteration 355Q: 3 clusters Score -6121461 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -6121526.500000 Penalty: 3591.657959
	Iteration 356Q: 3 clusters Score -6121526 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -6121747.000000 Penalty: 3591.657959
	Iteration 357Q: 3 clusters Score -6121747 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -6122137.000000 Penalty: 3591.657959
	Iteration 358Q: 3 clusters Score -6122137 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -6122413.500000 Penalty: 3591.657959
	Iteration 359Q: 3 clusters Score -6122414 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -6122035.000000 Penalty: 3591.657959
	Iteration 360F: 3 clusters Score -6122035 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -6120615.000000 Penalty: 3591.657959
	Iteration 361Q: 3 clusters Score -6120615 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -6118649.000000 Penalty: 3591.657959
	Iteration 362Q: 3 clusters Score -6118649 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -6117105.500000 Penalty: 3591.657959
	Iteration 363Q: 3 clusters Score -6117106 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -6116156.000000 Penalty: 3591.657959
	Iteration 364Q: 3 clusters Score -6116156 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -6115710.000000 Penalty: 3591.657959
	Iteration 365Q: 3 clusters Score -6115710 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -6115715.000000 Penalty: 3591.657959
	Iteration 366Q: 3 clusters Score -6115715 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -6115998.000000 Penalty: 3591.657959
	Iteration 367Q: 3 clusters Score -6115998 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -6116319.000000 Penalty: 3591.657959
	Iteration 368Q: 3 clusters Score -6116319 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -6116821.500000 Penalty: 3591.657959
	Iteration 369Q: 3 clusters Score -6116822 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -6117252.000000 Penalty: 3591.657959
	Iteration 370Q: 3 clusters Score -6117252 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -6117738.500000 Penalty: 3591.657959
	Iteration 371Q: 3 clusters Score -6117738 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -6118337.500000 Penalty: 3591.657959
	Iteration 372Q: 3 clusters Score -6118338 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -6118770.000000 Penalty: 3591.657959
	Iteration 373Q: 3 clusters Score -6118770 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -6119341.000000 Penalty: 3591.657959
	Iteration 374Q: 3 clusters Score -6119341 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -6119971.000000 Penalty: 3591.657959
	Iteration 375Q: 3 clusters Score -6119971 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -6120461.000000 Penalty: 3591.657959
	Iteration 376Q: 3 clusters Score -6120461 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -6120826.500000 Penalty: 3591.657959
	Iteration 377Q: 3 clusters Score -6120826 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -6121132.500000 Penalty: 3591.657959
	Iteration 378Q: 3 clusters Score -6121132 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -6121429.000000 Penalty: 3591.657959
	Iteration 379Q: 3 clusters Score -6121429 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -6121928.000000 Penalty: 3591.657959
	Iteration 380F: 3 clusters Score -6121928 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -6122140.500000 Penalty: 3591.657959
	Iteration 381Q: 3 clusters Score -6122140 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -6122255.000000 Penalty: 3591.657959
	Iteration 382Q: 3 clusters Score -6122255 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -6122362.500000 Penalty: 3591.657959
	Iteration 383Q: 3 clusters Score -6122362 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -6122494.000000 Penalty: 3591.657959
	Iteration 384Q: 3 clusters Score -6122494 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -6122501.000000 Penalty: 3591.657959
	Iteration 385Q: 3 clusters Score -6122501 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -6122492.500000 Penalty: 3591.657959
	Iteration 386Q: 3 clusters Score -6122492 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -6122453.500000 Penalty: 3591.657959
	Iteration 387Q: 3 clusters Score -6122454 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -6122436.500000 Penalty: 3591.657959
	Iteration 388Q: 3 clusters Score -6122436 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -6122432.500000 Penalty: 3591.657959
	Iteration 389Q: 3 clusters Score -6122432 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -6122373.000000 Penalty: 3591.657959
	Iteration 390Q: 3 clusters Score -6122373 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6122379.500000 Penalty: 3591.657959
	Iteration 391Q: 3 clusters Score -6122380 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -6122388.000000 Penalty: 3591.657959
	Iteration 392Q: 3 clusters Score -6122388 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -6122386.000000 Penalty: 3591.657959
	Iteration 393Q: 3 clusters Score -6122386 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -6122383.000000 Penalty: 3591.657959
	Iteration 394Q: 3 clusters Score -6122383 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -6122416.000000 Penalty: 3591.657959
	Iteration 395Q: 3 clusters Score -6122416 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -6122431.000000 Penalty: 3591.657959
	Iteration 396Q: 3 clusters Score -6122431 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -6122505.000000 Penalty: 3591.657959
	Iteration 397Q: 3 clusters Score -6122505 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -6122757.500000 Penalty: 3591.657959
	Iteration 398Q: 3 clusters Score -6122758 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -6122924.000000 Penalty: 3591.657959
	Iteration 399Q: 3 clusters Score -6122924 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -6122905.500000 Penalty: 3591.657959
	Iteration 400F: 3 clusters Score -6122906 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -6122444.000000 Penalty: 3591.657959
	Iteration 401Q: 3 clusters Score -6122444 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -6121576.500000 Penalty: 3591.657959
	Iteration 402Q: 3 clusters Score -6121576 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -6120677.500000 Penalty: 3591.657959
	Iteration 403Q: 3 clusters Score -6120678 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -6119736.500000 Penalty: 3591.657959
	Iteration 404Q: 3 clusters Score -6119736 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6118890.500000 Penalty: 3591.657959
	Iteration 405Q: 3 clusters Score -6118890 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -6118358.000000 Penalty: 3591.657959
	Iteration 406Q: 3 clusters Score -6118358 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -6117986.500000 Penalty: 3591.657959
	Iteration 407Q: 3 clusters Score -6117986 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -6117879.000000 Penalty: 3591.657959
	Iteration 408Q: 3 clusters Score -6117879 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -6117943.500000 Penalty: 3591.657959
	Iteration 409Q: 3 clusters Score -6117944 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -6118084.000000 Penalty: 3591.657959
	Iteration 410Q: 3 clusters Score -6118084 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -6118328.000000 Penalty: 3591.657959
	Iteration 411Q: 3 clusters Score -6118328 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -6118592.000000 Penalty: 3591.657959
	Iteration 412Q: 3 clusters Score -6118592 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -6118919.500000 Penalty: 3591.657959
	Iteration 413Q: 3 clusters Score -6118920 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -6119136.500000 Penalty: 3591.657959
	Iteration 414Q: 3 clusters Score -6119136 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -6119325.000000 Penalty: 3591.657959
	Iteration 415Q: 3 clusters Score -6119325 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -6119627.000000 Penalty: 3591.657959
	Iteration 416Q: 3 clusters Score -6119627 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -6119933.500000 Penalty: 3591.657959
	Iteration 417Q: 3 clusters Score -6119934 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -6120173.500000 Penalty: 3591.657959
	Iteration 418Q: 3 clusters Score -6120174 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -6120424.000000 Penalty: 3591.657959
	Iteration 419Q: 3 clusters Score -6120424 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -6120792.500000 Penalty: 3591.657959
	Iteration 420F: 3 clusters Score -6120792 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -6120919.000000 Penalty: 3591.657959
	Iteration 421Q: 3 clusters Score -6120919 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -6121093.500000 Penalty: 3591.657959
	Iteration 422Q: 3 clusters Score -6121094 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6121181.000000 Penalty: 3591.657959
	Iteration 423Q: 3 clusters Score -6121181 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6121248.000000 Penalty: 3591.657959
	Iteration 424Q: 3 clusters Score -6121248 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -6121314.500000 Penalty: 3591.657959
	Iteration 425Q: 3 clusters Score -6121314 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -6121417.500000 Penalty: 3591.657959
	Iteration 426Q: 3 clusters Score -6121418 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -6121476.500000 Penalty: 3591.657959
	Iteration 427Q: 3 clusters Score -6121476 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -6121531.500000 Penalty: 3591.657959
	Iteration 428Q: 3 clusters Score -6121532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -6121578.500000 Penalty: 3591.657959
	Iteration 429Q: 3 clusters Score -6121578 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -6121637.500000 Penalty: 3591.657959
	Iteration 430Q: 3 clusters Score -6121638 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -6121667.500000 Penalty: 3591.657959
	Iteration 431Q: 3 clusters Score -6121668 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -6121680.500000 Penalty: 3591.657959
	Iteration 432Q: 3 clusters Score -6121680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -6121674.500000 Penalty: 3591.657959
	Iteration 433Q: 3 clusters Score -6121674 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -6121657.000000 Penalty: 3591.657959
	Iteration 434Q: 3 clusters Score -6121657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -6121626.000000 Penalty: 3591.657959
	Iteration 435Q: 3 clusters Score -6121626 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -6121628.500000 Penalty: 3591.657959
	Iteration 436Q: 3 clusters Score -6121628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -6121589.500000 Penalty: 3591.657959
	Iteration 437Q: 3 clusters Score -6121590 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -6121554.500000 Penalty: 3591.657959
	Iteration 438Q: 3 clusters Score -6121554 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -6121554.500000 Penalty: 3591.657959
	Iteration 439Q: 3 clusters Score -6121554 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -6121526.500000 Penalty: 3591.657959
	Iteration 440F: 3 clusters Score -6121526 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -6121501.000000 Penalty: 3591.657959
	Iteration 441Q: 3 clusters Score -6121501 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -6121486.000000 Penalty: 3591.657959
	Iteration 442Q: 3 clusters Score -6121486 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -6121473.000000 Penalty: 3591.657959
	Iteration 443Q: 3 clusters Score -6121473 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -6121469.000000 Penalty: 3591.657959
	Iteration 444Q: 3 clusters Score -6121469 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -6121472.000000 Penalty: 3591.657959
	Iteration 445Q: 3 clusters Score -6121472 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -6121443.500000 Penalty: 3591.657959
	Iteration 446Q: 3 clusters Score -6121444 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -6121483.500000 Penalty: 3591.657959
	Iteration 447Q: 3 clusters Score -6121484 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -6121479.500000 Penalty: 3591.657959
	Iteration 448Q: 3 clusters Score -6121480 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -6121478.500000 Penalty: 3591.657959
	Iteration 449Q: 3 clusters Score -6121478 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -6121480.500000 Penalty: 3591.657959
	Iteration 450Q: 3 clusters Score -6121480 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -6121509.000000 Penalty: 3591.657959
	Iteration 451Q: 3 clusters Score -6121509 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -6121538.000000 Penalty: 3591.657959
	Iteration 452Q: 3 clusters Score -6121538 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -6121597.000000 Penalty: 3591.657959
	Iteration 453Q: 3 clusters Score -6121597 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -6121789.500000 Penalty: 3591.657959
	Iteration 454Q: 3 clusters Score -6121790 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -6122117.000000 Penalty: 3591.657959
	Iteration 455Q: 3 clusters Score -6122117 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -6122408.000000 Penalty: 3591.657959
	Iteration 456Q: 3 clusters Score -6122408 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -6122249.000000 Penalty: 3591.657959
	Iteration 457Q: 3 clusters Score -6122249 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -6121172.000000 Penalty: 3591.657959
	Iteration 458Q: 3 clusters Score -6121172 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -6119137.500000 Penalty: 3591.657959
	Iteration 459Q: 3 clusters Score -6119138 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -6117725.000000 Penalty: 3591.657959
	Iteration 460F: 3 clusters Score -6117725 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -6116751.500000 Penalty: 3591.657959
	Iteration 461Q: 3 clusters Score -6116752 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -6116199.500000 Penalty: 3591.657959
	Iteration 462Q: 3 clusters Score -6116200 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -6116039.500000 Penalty: 3591.657959
	Iteration 463Q: 3 clusters Score -6116040 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -6116175.500000 Penalty: 3591.657959
	Iteration 464Q: 3 clusters Score -6116176 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -6116500.000000 Penalty: 3591.657959
	Iteration 465Q: 3 clusters Score -6116500 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -6117046.500000 Penalty: 3591.657959
	Iteration 466Q: 3 clusters Score -6117046 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -6117536.500000 Penalty: 3591.657959
	Iteration 467Q: 3 clusters Score -6117536 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -6118103.500000 Penalty: 3591.657959
	Iteration 468Q: 3 clusters Score -6118104 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -6118595.000000 Penalty: 3591.657959
	Iteration 469Q: 3 clusters Score -6118595 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -6119210.000000 Penalty: 3591.657959
	Iteration 470Q: 3 clusters Score -6119210 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -6119739.000000 Penalty: 3591.657959
	Iteration 471Q: 3 clusters Score -6119739 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -6120264.500000 Penalty: 3591.657959
	Iteration 472Q: 3 clusters Score -6120264 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6120699.000000 Penalty: 3591.657959
	Iteration 473Q: 3 clusters Score -6120699 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -6121052.500000 Penalty: 3591.657959
	Iteration 474Q: 3 clusters Score -6121052 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -6121365.500000 Penalty: 3591.657959
	Iteration 475Q: 3 clusters Score -6121366 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -6121611.500000 Penalty: 3591.657959
	Iteration 476Q: 3 clusters Score -6121612 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -6121833.500000 Penalty: 3591.657959
	Iteration 477Q: 3 clusters Score -6121834 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -6122016.000000 Penalty: 3591.657959
	Iteration 478Q: 3 clusters Score -6122016 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6122218.000000 Penalty: 3591.657959
	Iteration 479Q: 3 clusters Score -6122218 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -6122497.500000 Penalty: 3591.657959
	Iteration 480F: 3 clusters Score -6122498 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -6122634.000000 Penalty: 3591.657959
	Iteration 481Q: 3 clusters Score -6122634 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -6122622.000000 Penalty: 3591.657959
	Iteration 482Q: 3 clusters Score -6122622 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -6122605.000000 Penalty: 3591.657959
	Iteration 483Q: 3 clusters Score -6122605 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -6122557.000000 Penalty: 3591.657959
	Iteration 484Q: 3 clusters Score -6122557 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -6122550.500000 Penalty: 3591.657959
	Iteration 485Q: 3 clusters Score -6122550 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -6122519.000000 Penalty: 3591.657959
	Iteration 486Q: 3 clusters Score -6122519 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -6122518.000000 Penalty: 3591.657959
	Iteration 487Q: 3 clusters Score -6122518 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -6122525.000000 Penalty: 3591.657959
	Iteration 488Q: 3 clusters Score -6122525 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -6122498.500000 Penalty: 3591.657959
	Iteration 489Q: 3 clusters Score -6122498 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -6122469.500000 Penalty: 3591.657959
	Iteration 490Q: 3 clusters Score -6122470 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -6122475.000000 Penalty: 3591.657959
	Iteration 491Q: 3 clusters Score -6122475 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -6122510.000000 Penalty: 3591.657959
	Iteration 492Q: 3 clusters Score -6122510 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -6122542.500000 Penalty: 3591.657959
	Iteration 493Q: 3 clusters Score -6122542 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -6122650.500000 Penalty: 3591.657959
	Iteration 494Q: 3 clusters Score -6122650 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -6122884.500000 Penalty: 3591.657959
	Iteration 495Q: 3 clusters Score -6122884 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -6123010.500000 Penalty: 3591.657959
	Iteration 496Q: 3 clusters Score -6123010 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6122906.500000 Penalty: 3591.657959
	Iteration 497Q: 3 clusters Score -6122906 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -6122314.500000 Penalty: 3591.657959
	Iteration 498Q: 3 clusters Score -6122314 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -6121373.000000 Penalty: 3591.657959
	Iteration 499Q: 3 clusters Score -6121373 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -6120563.500000 Penalty: 3591.657959
	Iteration 500F: 3 clusters Score -6120564 nChanged 1845
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 801 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 8782 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 42455 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 43510 members 
Mstep: Class 36 contains 1092 members 
Mstep: Class 37 contains 1025 members 
Mstep: Class 38 contains 7311 members 
Mstep: Class 39 contains 7141 members 
Mstep: Class 40 contains 20568 members 
Entering Unmasked Estep 
Score: -49752312.000000 Penalty: 85837.507812
Splitting cluster 29 changes total score from -49738316.000000 to -49752312.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -139214.921875 Penalty: 1214.466064
	Iteration 0F: 2 clusters Score -139214.9 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 894 members 
Entering Unmasked Estep 
Score: -137322.687500 Penalty: 2428.932129
	Iteration 0F: 3 clusters Score -137322.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -137815.968750 Penalty: 2428.932129
	Iteration 1F: 3 clusters Score -137816 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137981.671875 Penalty: 2428.932129
	Iteration 2F: 3 clusters Score -137981.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -138093.218750 Penalty: 2428.932129
	Iteration 3F: 3 clusters Score -138093.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -138182.906250 Penalty: 2428.932129
	Iteration 4Q: 3 clusters Score -138182.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138307.296875 Penalty: 2428.932129
	Iteration 5Q: 3 clusters Score -138307.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -138417.343750 Penalty: 2428.932129
	Iteration 6F: 3 clusters Score -138417.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138503.312500 Penalty: 2428.932129
	Iteration 7Q: 3 clusters Score -138503.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138571.234375 Penalty: 2428.932129
	Iteration 8Q: 3 clusters Score -138571.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138635.968750 Penalty: 2428.932129
	Iteration 9Q: 3 clusters Score -138636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138692.921875 Penalty: 2428.932129
	Iteration 10Q: 3 clusters Score -138692.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -138757.218750 Penalty: 2428.932129
	Iteration 11Q: 3 clusters Score -138757.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -138804.265625 Penalty: 2428.932129
	Iteration 12Q: 3 clusters Score -138804.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -138828.343750 Penalty: 2428.932129
	Iteration 13Q: 3 clusters Score -138828.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138855.484375 Penalty: 2428.932129
	Iteration 14Q: 3 clusters Score -138855.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138883.750000 Penalty: 2428.932129
	Iteration 15Q: 3 clusters Score -138883.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138909.984375 Penalty: 2428.932129
	Iteration 16Q: 3 clusters Score -138910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138923.406250 Penalty: 2428.932129
	Iteration 17Q: 3 clusters Score -138923.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -138931.671875 Penalty: 2428.932129
	Iteration 18Q: 3 clusters Score -138931.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -138941.578125 Penalty: 2428.932129
	Iteration 19Q: 3 clusters Score -138941.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138948.062500 Penalty: 2428.932129
	Iteration 20F: 3 clusters Score -138948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -138950.062500 Penalty: 2428.932129
	Iteration 21Q: 3 clusters Score -138950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -138953.625000 Penalty: 2428.932129
	Iteration 22Q: 3 clusters Score -138953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -138957.078125 Penalty: 2428.932129
	Iteration 23Q: 3 clusters Score -138957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -138959.000000 Penalty: 2428.932129
	Iteration 24Q: 3 clusters Score -138959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -138962.093750 Penalty: 2428.932129
	Iteration 25Q: 3 clusters Score -138962.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -138965.375000 Penalty: 2428.932129
	Iteration 26Q: 3 clusters Score -138965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -138969.359375 Penalty: 2428.932129
	Iteration 27Q: 3 clusters Score -138969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -138975.031250 Penalty: 2428.932129
	Iteration 28Q: 3 clusters Score -138975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -138982.078125 Penalty: 2428.932129
	Iteration 29Q: 3 clusters Score -138982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -138994.062500 Penalty: 2428.932129
	Iteration 30Q: 3 clusters Score -138994.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -139022.796875 Penalty: 2428.932129
	Iteration 31Q: 3 clusters Score -139022.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -139055.468750 Penalty: 2428.932129
	Iteration 32Q: 3 clusters Score -139055.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -139087.843750 Penalty: 2428.932129
	Iteration 33Q: 3 clusters Score -139087.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -139104.875000 Penalty: 2428.932129
	Iteration 34Q: 3 clusters Score -139104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -139111.312500 Penalty: 2428.932129
	Iteration 35Q: 3 clusters Score -139111.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -139119.109375 Penalty: 2428.932129
	Iteration 36Q: 3 clusters Score -139119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -139120.781250 Penalty: 2428.932129
	Iteration 37Q: 3 clusters Score -139120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -139123.843750 Penalty: 2428.932129
	Iteration 38Q: 3 clusters Score -139123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -139126.281250 Penalty: 2428.932129
	Iteration 39Q: 3 clusters Score -139126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -139128.000000 Penalty: 2428.932129
	Iteration 40F: 3 clusters Score -139128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -139129.265625 Penalty: 2428.932129
	Iteration 41Q: 3 clusters Score -139129.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -139129.281250 Penalty: 2428.932129
	Iteration 42Q: 3 clusters Score -139129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -139129.281250 Penalty: 2428.932129
	Iteration 43F: 3 clusters Score -139129.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Entering Unmasked Estep 
Score: -3560980.000000 Penalty: 1710.086182
	Iteration 0F: 2 clusters Score -3560980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3536273.250000 Penalty: 3420.172363
	Iteration 0F: 3 clusters Score -3536273 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3545822.750000 Penalty: 3420.172363
	Iteration 1F: 3 clusters Score -3545823 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3546495.750000 Penalty: 3420.172363
	Iteration 2Q: 3 clusters Score -3546496 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3547207.250000 Penalty: 3420.172363
	Iteration 3Q: 3 clusters Score -3547207 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3548076.750000 Penalty: 3420.172363
	Iteration 4F: 3 clusters Score -3548077 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3549164.250000 Penalty: 3420.172363
	Iteration 5F: 3 clusters Score -3549164 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3550315.250000 Penalty: 3420.172363
	Iteration 6F: 3 clusters Score -3550315 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3551511.750000 Penalty: 3420.172363
	Iteration 7F: 3 clusters Score -3551512 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3552609.250000 Penalty: 3420.172363
	Iteration 8F: 3 clusters Score -3552609 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3553530.750000 Penalty: 3420.172363
	Iteration 9Q: 3 clusters Score -3553531 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3554241.750000 Penalty: 3420.172363
	Iteration 10Q: 3 clusters Score -3554242 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3554682.000000 Penalty: 3420.172363
	Iteration 11Q: 3 clusters Score -3554682 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3554944.250000 Penalty: 3420.172363
	Iteration 12Q: 3 clusters Score -3554944 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3555090.500000 Penalty: 3420.172363
	Iteration 13Q: 3 clusters Score -3555090 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3555240.250000 Penalty: 3420.172363
	Iteration 14Q: 3 clusters Score -3555240 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3555345.000000 Penalty: 3420.172363
	Iteration 15Q: 3 clusters Score -3555345 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3555454.500000 Penalty: 3420.172363
	Iteration 16Q: 3 clusters Score -3555454 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3555595.250000 Penalty: 3420.172363
	Iteration 17Q: 3 clusters Score -3555595 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3555732.500000 Penalty: 3420.172363
	Iteration 18Q: 3 clusters Score -3555732 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3555879.750000 Penalty: 3420.172363
	Iteration 19Q: 3 clusters Score -3555880 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3556022.500000 Penalty: 3420.172363
	Iteration 20F: 3 clusters Score -3556022 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3556194.250000 Penalty: 3420.172363
	Iteration 21Q: 3 clusters Score -3556194 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3556398.250000 Penalty: 3420.172363
	Iteration 22Q: 3 clusters Score -3556398 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3556605.750000 Penalty: 3420.172363
	Iteration 23Q: 3 clusters Score -3556606 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3556816.250000 Penalty: 3420.172363
	Iteration 24Q: 3 clusters Score -3556816 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3557049.250000 Penalty: 3420.172363
	Iteration 25Q: 3 clusters Score -3557049 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -3557281.750000 Penalty: 3420.172363
	Iteration 26Q: 3 clusters Score -3557282 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3557557.000000 Penalty: 3420.172363
	Iteration 27Q: 3 clusters Score -3557557 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3557784.750000 Penalty: 3420.172363
	Iteration 28Q: 3 clusters Score -3557785 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3558040.750000 Penalty: 3420.172363
	Iteration 29Q: 3 clusters Score -3558041 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3558245.500000 Penalty: 3420.172363
	Iteration 30Q: 3 clusters Score -3558246 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3558452.750000 Penalty: 3420.172363
	Iteration 31Q: 3 clusters Score -3558453 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3558633.000000 Penalty: 3420.172363
	Iteration 32Q: 3 clusters Score -3558633 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3558806.250000 Penalty: 3420.172363
	Iteration 33Q: 3 clusters Score -3558806 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3559007.250000 Penalty: 3420.172363
	Iteration 34Q: 3 clusters Score -3559007 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3559195.750000 Penalty: 3420.172363
	Iteration 35Q: 3 clusters Score -3559196 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3559368.000000 Penalty: 3420.172363
	Iteration 36Q: 3 clusters Score -3559368 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3559517.000000 Penalty: 3420.172363
	Iteration 37Q: 3 clusters Score -3559517 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3559678.750000 Penalty: 3420.172363
	Iteration 38Q: 3 clusters Score -3559679 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3559818.750000 Penalty: 3420.172363
	Iteration 39Q: 3 clusters Score -3559819 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3559971.500000 Penalty: 3420.172363
	Iteration 40F: 3 clusters Score -3559972 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3560078.250000 Penalty: 3420.172363
	Iteration 41Q: 3 clusters Score -3560078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3560167.000000 Penalty: 3420.172363
	Iteration 42Q: 3 clusters Score -3560167 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3560224.250000 Penalty: 3420.172363
	Iteration 43Q: 3 clusters Score -3560224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3560250.750000 Penalty: 3420.172363
	Iteration 44Q: 3 clusters Score -3560251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3560273.750000 Penalty: 3420.172363
	Iteration 45Q: 3 clusters Score -3560274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3560290.000000 Penalty: 3420.172363
	Iteration 46Q: 3 clusters Score -3560290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3560301.500000 Penalty: 3420.172363
	Iteration 47Q: 3 clusters Score -3560302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3560304.750000 Penalty: 3420.172363
	Iteration 48Q: 3 clusters Score -3560305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3560314.500000 Penalty: 3420.172363
	Iteration 49Q: 3 clusters Score -3560314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3560313.000000 Penalty: 3420.172363
	Iteration 50Q: 3 clusters Score -3560313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3560315.750000 Penalty: 3420.172363
	Iteration 51Q: 3 clusters Score -3560316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3560320.250000 Penalty: 3420.172363
	Iteration 52Q: 3 clusters Score -3560320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3560321.000000 Penalty: 3420.172363
	Iteration 53Q: 3 clusters Score -3560321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3560322.750000 Penalty: 3420.172363
	Iteration 54Q: 3 clusters Score -3560323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3560325.250000 Penalty: 3420.172363
	Iteration 55Q: 3 clusters Score -3560325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3560323.750000 Penalty: 3420.172363
	Iteration 56Q: 3 clusters Score -3560324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3560325.500000 Penalty: 3420.172363
	Iteration 57Q: 3 clusters Score -3560326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3560328.250000 Penalty: 3420.172363
	Iteration 58Q: 3 clusters Score -3560328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3560330.500000 Penalty: 3420.172363
	Iteration 59Q: 3 clusters Score -3560330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3560337.500000 Penalty: 3420.172363
	Iteration 60F: 3 clusters Score -3560338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3560342.000000 Penalty: 3420.172363
	Iteration 61Q: 3 clusters Score -3560342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3560341.000000 Penalty: 3420.172363
	Iteration 62Q: 3 clusters Score -3560341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3560341.000000 Penalty: 3420.172363
	Iteration 63F: 3 clusters Score -3560341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Entering Unmasked Estep 
Score: -275735.187500 Penalty: 1306.048218
	Iteration 0F: 2 clusters Score -275735.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272947.937500 Penalty: 2612.096436
	Iteration 0F: 3 clusters Score -272947.9 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -273787.812500 Penalty: 2612.096436
	Iteration 1F: 3 clusters Score -273787.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -274162.187500 Penalty: 2612.096436
	Iteration 2F: 3 clusters Score -274162.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -274613.875000 Penalty: 2612.096436
	Iteration 3F: 3 clusters Score -274613.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -274996.500000 Penalty: 2612.096436
	Iteration 4F: 3 clusters Score -274996.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -275306.000000 Penalty: 2612.096436
	Iteration 5F: 3 clusters Score -275306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -275689.000000 Penalty: 2612.096436
	Iteration 6F: 3 clusters Score -275689 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -276237.906250 Penalty: 2612.096436
	Iteration 7F: 3 clusters Score -276237.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -276772.031250 Penalty: 2612.096436
	Iteration 8F: 3 clusters Score -276772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -276900.343750 Penalty: 2612.096436
	Iteration 9Q: 3 clusters Score -276900.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -276931.687500 Penalty: 2612.096436
	Iteration 10Q: 3 clusters Score -276931.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -276936.687500 Penalty: 2612.096436
	Iteration 11Q: 3 clusters Score -276936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -276938.031250 Penalty: 2612.096436
	Iteration 12Q: 3 clusters Score -276938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -276938.031250 Penalty: 2612.096436
	Iteration 13F: 3 clusters Score -276938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 801 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 8782 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 42455 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 43510 members 
Mstep: Class 36 contains 1092 members 
Mstep: Class 37 contains 1025 members 
Mstep: Class 38 contains 7311 members 
Mstep: Class 39 contains 7141 members 
Mstep: Class 40 contains 20568 members 
Mstep: Class 41 contains 1465 members 
Entering Unmasked Estep 
Score: -49752700.000000 Penalty: 87983.445312
Splitting cluster 32 changes total score from -49738316.000000 to -49752700.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35736 members 
Mstep: Class 22 contains 801 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 8782 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 42455 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758240.000000 Penalty: 87983.445312
Iteration 79Q: 42 clusters Score -4.975824e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 37344 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 3025 members 
Mstep: Class 11 contains 6481 members 
Mstep: Class 12 contains 13202 members 
Mstep: Class 13 contains 50181 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 20795 members 
Mstep: Class 16 contains 10546 members 
Mstep: Class 17 contains 48757 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35967 members 
Mstep: Class 22 contains 836 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 24560 members 
Mstep: Class 26 contains 8567 members 
Mstep: Class 27 contains 715 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 43965 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 37151 members 
Mstep: Class 32 contains 1744 members 
Mstep: Class 33 contains 38302 members 
Mstep: Class 34 contains 5020 members 
Mstep: Class 35 contains 42491 members 
Mstep: Class 36 contains 1073 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 7055 members 
Mstep: Class 39 contains 7053 members 
Mstep: Class 40 contains 18891 members 
Mstep: Class 41 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49761332.000000 Penalty: 87983.445312
Iteration 80F: 42 clusters Score -4.976133e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 5109 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 3117 members 
Mstep: Class 8 contains 36890 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 6471 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 49729 members 
Mstep: Class 14 contains 3617 members 
Mstep: Class 15 contains 20751 members 
Mstep: Class 16 contains 10433 members 
Mstep: Class 17 contains 48216 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 4471 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 35082 members 
Mstep: Class 22 contains 848 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 24382 members 
Mstep: Class 26 contains 8459 members 
Mstep: Class 27 contains 713 members 
Mstep: Class 28 contains 15354 members 
Mstep: Class 29 contains 44215 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 37072 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 38692 members 
Mstep: Class 34 contains 5290 members 
Mstep: Class 35 contains 42718 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 1017 members 
Mstep: Class 38 contains 7165 members 
Mstep: Class 39 contains 7444 members 
Mstep: Class 40 contains 20190 members 
Mstep: Class 41 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49763112.000000 Penalty: 87983.445312
Iteration 81Q: 42 clusters Score -4.976311e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 5836 members 
Mstep: Class 6 contains 4863 members 
Mstep: Class 7 contains 3084 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 2918 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 12729 members 
Mstep: Class 13 contains 49452 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 20705 members 
Mstep: Class 16 contains 10343 members 
Mstep: Class 17 contains 47978 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4720 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 34470 members 
Mstep: Class 22 contains 853 members 
Mstep: Class 23 contains 1040 members 
Mstep: Class 24 contains 2519 members 
Mstep: Class 25 contains 24336 members 
Mstep: Class 26 contains 8424 members 
Mstep: Class 27 contains 712 members 
Mstep: Class 28 contains 15302 members 
Mstep: Class 29 contains 44119 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 36995 members 
Mstep: Class 32 contains 1837 members 
Mstep: Class 33 contains 38935 members 
Mstep: Class 34 contains 5426 members 
Mstep: Class 35 contains 42788 members 
Mstep: Class 36 contains 1136 members 
Mstep: Class 37 contains 1025 members 
Mstep: Class 38 contains 7210 members 
Mstep: Class 39 contains 7625 members 
Mstep: Class 40 contains 21236 members 
Mstep: Class 41 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49764152.000000 Penalty: 87983.445312
Iteration 82Q: 42 clusters Score -4.976415e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 36434 members 
Mstep: Class 9 contains 3141 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 6458 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 49240 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 20677 members 
Mstep: Class 16 contains 10270 members 
Mstep: Class 17 contains 47862 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 34047 members 
Mstep: Class 22 contains 860 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 24301 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 15264 members 
Mstep: Class 29 contains 43730 members 
Mstep: Class 30 contains 1760 members 
Mstep: Class 31 contains 36938 members 
Mstep: Class 32 contains 1859 members 
Mstep: Class 33 contains 39086 members 
Mstep: Class 34 contains 5528 members 
Mstep: Class 35 contains 42790 members 
Mstep: Class 36 contains 1147 members 
Mstep: Class 37 contains 1031 members 
Mstep: Class 38 contains 7224 members 
Mstep: Class 39 contains 7752 members 
Mstep: Class 40 contains 22280 members 
Mstep: Class 41 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765188.000000 Penalty: 87983.445312
Iteration 83Q: 42 clusters Score -4.976519e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 36312 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 2847 members 
Mstep: Class 11 contains 6447 members 
Mstep: Class 12 contains 12406 members 
Mstep: Class 13 contains 49063 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 20649 members 
Mstep: Class 16 contains 10207 members 
Mstep: Class 17 contains 47754 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 33737 members 
Mstep: Class 22 contains 868 members 
Mstep: Class 23 contains 1089 members 
Mstep: Class 24 contains 2561 members 
Mstep: Class 25 contains 24281 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 710 members 
Mstep: Class 28 contains 15246 members 
Mstep: Class 29 contains 43263 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 36879 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 39149 members 
Mstep: Class 34 contains 5603 members 
Mstep: Class 35 contains 42758 members 
Mstep: Class 36 contains 1160 members 
Mstep: Class 37 contains 1030 members 
Mstep: Class 38 contains 7207 members 
Mstep: Class 39 contains 7828 members 
Mstep: Class 40 contains 23330 members 
Mstep: Class 41 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765948.000000 Penalty: 87983.445312
Iteration 84Q: 42 clusters Score -4.976595e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 3033 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 3013 members 
Mstep: Class 8 contains 36236 members 
Mstep: Class 9 contains 3434 members 
Mstep: Class 10 contains 2825 members 
Mstep: Class 11 contains 6435 members 
Mstep: Class 12 contains 12297 members 
Mstep: Class 13 contains 48936 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 20621 members 
Mstep: Class 16 contains 10156 members 
Mstep: Class 17 contains 47643 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 5298 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 33469 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 24237 members 
Mstep: Class 26 contains 8372 members 
Mstep: Class 27 contains 708 members 
Mstep: Class 28 contains 15240 members 
Mstep: Class 29 contains 42750 members 
Mstep: Class 30 contains 1742 members 
Mstep: Class 31 contains 36827 members 
Mstep: Class 32 contains 1864 members 
Mstep: Class 33 contains 39160 members 
Mstep: Class 34 contains 5664 members 
Mstep: Class 35 contains 42712 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 1029 members 
Mstep: Class 38 contains 7206 members 
Mstep: Class 39 contains 7898 members 
Mstep: Class 40 contains 24390 members 
Mstep: Class 41 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766632.000000 Penalty: 87983.445312
Iteration 85Q: 42 clusters Score -4.976663e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 5702 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 8 contains 36169 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 12196 members 
Mstep: Class 13 contains 48832 members 
Mstep: Class 14 contains 3571 members 
Mstep: Class 15 contains 20574 members 
Mstep: Class 16 contains 10124 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 5430 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 33229 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 1138 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 24207 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 707 members 
Mstep: Class 28 contains 15230 members 
Mstep: Class 29 contains 42185 members 
Mstep: Class 30 contains 1734 members 
Mstep: Class 31 contains 36770 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 39153 members 
Mstep: Class 34 contains 5727 members 
Mstep: Class 35 contains 42693 members 
Mstep: Class 36 contains 1182 members 
Mstep: Class 37 contains 1028 members 
Mstep: Class 38 contains 7194 members 
Mstep: Class 39 contains 7966 members 
Mstep: Class 40 contains 25462 members 
Mstep: Class 41 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767420.000000 Penalty: 87983.445312
Iteration 86Q: 42 clusters Score -4.976742e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 5691 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 36112 members 
Mstep: Class 9 contains 3775 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 12107 members 
Mstep: Class 13 contains 48748 members 
Mstep: Class 14 contains 3576 members 
Mstep: Class 15 contains 20546 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 47400 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 5557 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 33012 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 24169 members 
Mstep: Class 26 contains 8335 members 
Mstep: Class 27 contains 707 members 
Mstep: Class 28 contains 15215 members 
Mstep: Class 29 contains 41508 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 36690 members 
Mstep: Class 32 contains 1860 members 
Mstep: Class 33 contains 39131 members 
Mstep: Class 34 contains 5764 members 
Mstep: Class 35 contains 42688 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 1031 members 
Mstep: Class 38 contains 7181 members 
Mstep: Class 39 contains 8032 members 
Mstep: Class 40 contains 26607 members 
Mstep: Class 41 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767936.000000 Penalty: 87983.445312
Iteration 87Q: 42 clusters Score -4.976794e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 36087 members 
Mstep: Class 9 contains 3943 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 6412 members 
Mstep: Class 12 contains 12016 members 
Mstep: Class 13 contains 48672 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 20506 members 
Mstep: Class 16 contains 10055 members 
Mstep: Class 17 contains 47298 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 5673 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32843 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 24135 members 
Mstep: Class 26 contains 8321 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 15194 members 
Mstep: Class 29 contains 40743 members 
Mstep: Class 30 contains 1717 members 
Mstep: Class 31 contains 36637 members 
Mstep: Class 32 contains 1862 members 
Mstep: Class 33 contains 39107 members 
Mstep: Class 34 contains 5807 members 
Mstep: Class 35 contains 42657 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 1033 members 
Mstep: Class 38 contains 7159 members 
Mstep: Class 39 contains 8092 members 
Mstep: Class 40 contains 27776 members 
Mstep: Class 41 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768812.000000 Penalty: 87983.445312
Iteration 88Q: 42 clusters Score -4.976881e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 3031 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 5667 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 2960 members 
Mstep: Class 8 contains 36028 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 11961 members 
Mstep: Class 13 contains 48611 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 20455 members 
Mstep: Class 16 contains 10023 members 
Mstep: Class 17 contains 47179 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 5787 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32706 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 1164 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 24116 members 
Mstep: Class 26 contains 8299 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 15178 members 
Mstep: Class 29 contains 39914 members 
Mstep: Class 30 contains 1711 members 
Mstep: Class 31 contains 36614 members 
Mstep: Class 32 contains 1865 members 
Mstep: Class 33 contains 39093 members 
Mstep: Class 34 contains 5841 members 
Mstep: Class 35 contains 42639 members 
Mstep: Class 36 contains 1199 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 7137 members 
Mstep: Class 39 contains 8148 members 
Mstep: Class 40 contains 29002 members 
Mstep: Class 41 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769516.000000 Penalty: 87983.445312
Iteration 89Q: 42 clusters Score -4.976952e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 5655 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 35968 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 11911 members 
Mstep: Class 13 contains 48524 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 20407 members 
Mstep: Class 16 contains 9992 members 
Mstep: Class 17 contains 47051 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 5875 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32595 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 24113 members 
Mstep: Class 26 contains 8290 members 
Mstep: Class 27 contains 705 members 
Mstep: Class 28 contains 15160 members 
Mstep: Class 29 contains 39065 members 
Mstep: Class 30 contains 1713 members 
Mstep: Class 31 contains 36607 members 
Mstep: Class 32 contains 1867 members 
Mstep: Class 33 contains 39079 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 42624 members 
Mstep: Class 36 contains 1204 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 7126 members 
Mstep: Class 39 contains 8183 members 
Mstep: Class 40 contains 30261 members 
Mstep: Class 41 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770056.000000 Penalty: 87983.445312
Iteration 90Q: 42 clusters Score -4.977006e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 2940 members 
Mstep: Class 8 contains 35908 members 
Mstep: Class 9 contains 4253 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 6387 members 
Mstep: Class 12 contains 11862 members 
Mstep: Class 13 contains 48447 members 
Mstep: Class 14 contains 3598 members 
Mstep: Class 15 contains 20343 members 
Mstep: Class 16 contains 9960 members 
Mstep: Class 17 contains 46958 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 5957 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32473 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 1174 members 
Mstep: Class 24 contains 2646 members 
Mstep: Class 25 contains 24114 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 705 members 
Mstep: Class 28 contains 15151 members 
Mstep: Class 29 contains 38213 members 
Mstep: Class 30 contains 1714 members 
Mstep: Class 31 contains 36609 members 
Mstep: Class 32 contains 1880 members 
Mstep: Class 33 contains 39057 members 
Mstep: Class 34 contains 5905 members 
Mstep: Class 35 contains 42618 members 
Mstep: Class 36 contains 1211 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 7113 members 
Mstep: Class 39 contains 8220 members 
Mstep: Class 40 contains 31470 members 
Mstep: Class 41 contains 2167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771020.000000 Penalty: 87983.445312
Iteration 91Q: 42 clusters Score -4.977102e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 2338 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 8 contains 35856 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 6377 members 
Mstep: Class 12 contains 11814 members 
Mstep: Class 13 contains 48364 members 
Mstep: Class 14 contains 3589 members 
Mstep: Class 15 contains 20299 members 
Mstep: Class 16 contains 9939 members 
Mstep: Class 17 contains 46898 members 
Mstep: Class 18 contains 1959 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32372 members 
Mstep: Class 22 contains 902 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 2655 members 
Mstep: Class 25 contains 24106 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 704 members 
Mstep: Class 28 contains 15144 members 
Mstep: Class 29 contains 37533 members 
Mstep: Class 30 contains 1719 members 
Mstep: Class 31 contains 36608 members 
Mstep: Class 32 contains 1877 members 
Mstep: Class 33 contains 39028 members 
Mstep: Class 34 contains 5932 members 
Mstep: Class 35 contains 42610 members 
Mstep: Class 36 contains 1222 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 7093 members 
Mstep: Class 39 contains 8247 members 
Mstep: Class 40 contains 32485 members 
Mstep: Class 41 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771620.000000 Penalty: 87983.445312
Iteration 92Q: 42 clusters Score -4.977162e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 3986 members 
Mstep: Class 5 contains 5625 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 35823 members 
Mstep: Class 9 contains 4379 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 6372 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 48251 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 15 contains 20266 members 
Mstep: Class 16 contains 9924 members 
Mstep: Class 17 contains 46839 members 
Mstep: Class 18 contains 1959 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32269 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 1199 members 
Mstep: Class 24 contains 2670 members 
Mstep: Class 25 contains 24079 members 
Mstep: Class 26 contains 8249 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15134 members 
Mstep: Class 29 contains 36958 members 
Mstep: Class 30 contains 1721 members 
Mstep: Class 31 contains 36604 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 39028 members 
Mstep: Class 34 contains 5957 members 
Mstep: Class 35 contains 42614 members 
Mstep: Class 36 contains 1234 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 7071 members 
Mstep: Class 39 contains 8271 members 
Mstep: Class 40 contains 33368 members 
Mstep: Class 41 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771924.000000 Penalty: 87983.445312
Iteration 93Q: 42 clusters Score -4.977192e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 3026 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 3942 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 35810 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 6367 members 
Mstep: Class 12 contains 11714 members 
Mstep: Class 13 contains 48128 members 
Mstep: Class 14 contains 3585 members 
Mstep: Class 15 contains 20228 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 46812 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32183 members 
Mstep: Class 22 contains 901 members 
Mstep: Class 23 contains 1201 members 
Mstep: Class 24 contains 2685 members 
Mstep: Class 25 contains 24057 members 
Mstep: Class 26 contains 8236 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15136 members 
Mstep: Class 29 contains 36506 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 36610 members 
Mstep: Class 32 contains 1872 members 
Mstep: Class 33 contains 39036 members 
Mstep: Class 34 contains 5974 members 
Mstep: Class 35 contains 42606 members 
Mstep: Class 36 contains 1241 members 
Mstep: Class 37 contains 1050 members 
Mstep: Class 38 contains 7055 members 
Mstep: Class 39 contains 8296 members 
Mstep: Class 40 contains 34069 members 
Mstep: Class 41 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772336.000000 Penalty: 87983.445312
Iteration 94Q: 42 clusters Score -4.977234e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 3909 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 35776 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 2711 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 11666 members 
Mstep: Class 13 contains 48004 members 
Mstep: Class 14 contains 3597 members 
Mstep: Class 15 contains 20206 members 
Mstep: Class 16 contains 9902 members 
Mstep: Class 17 contains 46815 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32092 members 
Mstep: Class 22 contains 901 members 
Mstep: Class 23 contains 1199 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 24038 members 
Mstep: Class 26 contains 8234 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15135 members 
Mstep: Class 29 contains 36086 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 36618 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 39053 members 
Mstep: Class 34 contains 5994 members 
Mstep: Class 35 contains 42599 members 
Mstep: Class 36 contains 1245 members 
Mstep: Class 37 contains 1056 members 
Mstep: Class 38 contains 7032 members 
Mstep: Class 39 contains 8316 members 
Mstep: Class 40 contains 34695 members 
Mstep: Class 41 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773152.000000 Penalty: 87983.445312
Iteration 95Q: 42 clusters Score -4.977315e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 2912 members 
Mstep: Class 8 contains 35748 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 47901 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 20179 members 
Mstep: Class 16 contains 9881 members 
Mstep: Class 17 contains 46752 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 6295 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31987 members 
Mstep: Class 22 contains 902 members 
Mstep: Class 23 contains 1200 members 
Mstep: Class 24 contains 2721 members 
Mstep: Class 25 contains 24024 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 15137 members 
Mstep: Class 29 contains 35404 members 
Mstep: Class 30 contains 1725 members 
Mstep: Class 31 contains 36628 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 39072 members 
Mstep: Class 34 contains 6013 members 
Mstep: Class 35 contains 42595 members 
Mstep: Class 36 contains 1254 members 
Mstep: Class 37 contains 1060 members 
Mstep: Class 38 contains 7008 members 
Mstep: Class 39 contains 8336 members 
Mstep: Class 40 contains 35636 members 
Mstep: Class 41 contains 2262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774336.000000 Penalty: 87983.445312
Iteration 96Q: 42 clusters Score -4.977434e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 35718 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 47861 members 
Mstep: Class 14 contains 3621 members 
Mstep: Class 15 contains 20168 members 
Mstep: Class 16 contains 9854 members 
Mstep: Class 17 contains 46685 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31875 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 1204 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 24029 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 15146 members 
Mstep: Class 29 contains 34335 members 
Mstep: Class 30 contains 1726 members 
Mstep: Class 31 contains 36626 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 39082 members 
Mstep: Class 34 contains 6029 members 
Mstep: Class 35 contains 42585 members 
Mstep: Class 36 contains 1262 members 
Mstep: Class 37 contains 1060 members 
Mstep: Class 38 contains 6990 members 
Mstep: Class 39 contains 8352 members 
Mstep: Class 40 contains 36929 members 
Mstep: Class 41 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775764.000000 Penalty: 87983.445312
Iteration 97Q: 42 clusters Score -4.977576e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 3026 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 3756 members 
Mstep: Class 5 contains 5586 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 35708 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 6355 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 47894 members 
Mstep: Class 14 contains 3628 members 
Mstep: Class 15 contains 20147 members 
Mstep: Class 16 contains 9826 members 
Mstep: Class 17 contains 46626 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 6390 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31802 members 
Mstep: Class 22 contains 905 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 2760 members 
Mstep: Class 25 contains 24036 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 15145 members 
Mstep: Class 29 contains 32804 members 
Mstep: Class 30 contains 1733 members 
Mstep: Class 31 contains 36630 members 
Mstep: Class 32 contains 1864 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 42585 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 1061 members 
Mstep: Class 38 contains 6980 members 
Mstep: Class 39 contains 8367 members 
Mstep: Class 40 contains 38546 members 
Mstep: Class 41 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775500.000000 Penalty: 87983.445312
Iteration 98Q: 42 clusters Score -4.97755e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 35697 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 48082 members 
Mstep: Class 14 contains 3616 members 
Mstep: Class 15 contains 20142 members 
Mstep: Class 16 contains 9806 members 
Mstep: Class 17 contains 46648 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 6432 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31843 members 
Mstep: Class 22 contains 907 members 
Mstep: Class 23 contains 1202 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 24058 members 
Mstep: Class 26 contains 8222 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 15148 members 
Mstep: Class 29 contains 30642 members 
Mstep: Class 30 contains 1731 members 
Mstep: Class 31 contains 36627 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 39120 members 
Mstep: Class 34 contains 6053 members 
Mstep: Class 35 contains 42575 members 
Mstep: Class 36 contains 1285 members 
Mstep: Class 37 contains 1061 members 
Mstep: Class 38 contains 6970 members 
Mstep: Class 39 contains 8377 members 
Mstep: Class 40 contains 40444 members 
Mstep: Class 41 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773732.000000 Penalty: 87983.445312
Iteration 99Q: 42 clusters Score -4.977373e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 3026 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 35693 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 11517 members 
Mstep: Class 13 contains 48437 members 
Mstep: Class 14 contains 3623 members 
Mstep: Class 15 contains 20136 members 
Mstep: Class 16 contains 9780 members 
Mstep: Class 17 contains 46639 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31969 members 
Mstep: Class 22 contains 905 members 
Mstep: Class 23 contains 1199 members 
Mstep: Class 24 contains 2800 members 
Mstep: Class 25 contains 24079 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15151 members 
Mstep: Class 29 contains 28314 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 36633 members 
Mstep: Class 32 contains 1876 members 
Mstep: Class 33 contains 39133 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 42557 members 
Mstep: Class 36 contains 1302 members 
Mstep: Class 37 contains 1062 members 
Mstep: Class 38 contains 6970 members 
Mstep: Class 39 contains 8387 members 
Mstep: Class 40 contains 42266 members 
Mstep: Class 41 contains 2318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771448.000000 Penalty: 87983.445312
Iteration 100F: 42 clusters Score -4.977145e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 35679 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 2700 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 11479 members 
Mstep: Class 13 contains 48827 members 
Mstep: Class 14 contains 3618 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 9743 members 
Mstep: Class 17 contains 46699 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32188 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 1193 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 24115 members 
Mstep: Class 26 contains 8211 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15152 members 
Mstep: Class 29 contains 26590 members 
Mstep: Class 30 contains 1731 members 
Mstep: Class 31 contains 36633 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 39149 members 
Mstep: Class 34 contains 6070 members 
Mstep: Class 35 contains 42527 members 
Mstep: Class 36 contains 1314 members 
Mstep: Class 37 contains 1065 members 
Mstep: Class 38 contains 6963 members 
Mstep: Class 39 contains 8399 members 
Mstep: Class 40 contains 43262 members 
Mstep: Class 41 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769812.000000 Penalty: 87983.445312
Iteration 101Q: 42 clusters Score -4.976981e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 2865 members 
Mstep: Class 8 contains 35682 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 2696 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 11465 members 
Mstep: Class 13 contains 49093 members 
Mstep: Class 14 contains 3619 members 
Mstep: Class 15 contains 20103 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 46755 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32409 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 24138 members 
Mstep: Class 26 contains 8208 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15151 members 
Mstep: Class 29 contains 25879 members 
Mstep: Class 30 contains 1725 members 
Mstep: Class 31 contains 36639 members 
Mstep: Class 32 contains 1895 members 
Mstep: Class 33 contains 39170 members 
Mstep: Class 34 contains 6074 members 
Mstep: Class 35 contains 42507 members 
Mstep: Class 36 contains 1328 members 
Mstep: Class 37 contains 1068 members 
Mstep: Class 38 contains 6952 members 
Mstep: Class 39 contains 8406 members 
Mstep: Class 40 contains 43358 members 
Mstep: Class 41 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769568.000000 Penalty: 87983.445312
Iteration 102Q: 42 clusters Score -4.976957e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 3031 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 4836 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 35684 members 
Mstep: Class 9 contains 4640 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6333 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 49244 members 
Mstep: Class 14 contains 3598 members 
Mstep: Class 15 contains 20095 members 
Mstep: Class 16 contains 9663 members 
Mstep: Class 17 contains 46808 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 6586 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 24154 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 15151 members 
Mstep: Class 29 contains 25877 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 36645 members 
Mstep: Class 32 contains 1901 members 
Mstep: Class 33 contains 39194 members 
Mstep: Class 34 contains 6077 members 
Mstep: Class 35 contains 42488 members 
Mstep: Class 36 contains 1342 members 
Mstep: Class 37 contains 1069 members 
Mstep: Class 38 contains 6946 members 
Mstep: Class 39 contains 8413 members 
Mstep: Class 40 contains 42916 members 
Mstep: Class 41 contains 2349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769468.000000 Penalty: 87983.445312
Iteration 103Q: 42 clusters Score -4.976947e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 35688 members 
Mstep: Class 9 contains 4667 members 
Mstep: Class 10 contains 2690 members 
Mstep: Class 11 contains 6328 members 
Mstep: Class 12 contains 11431 members 
Mstep: Class 13 contains 49227 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 20088 members 
Mstep: Class 16 contains 9629 members 
Mstep: Class 17 contains 46889 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 6610 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32726 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 1187 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 24161 members 
Mstep: Class 26 contains 8202 members 
Mstep: Class 27 contains 704 members 
Mstep: Class 28 contains 15153 members 
Mstep: Class 29 contains 26365 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 36650 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 39205 members 
Mstep: Class 34 contains 6079 members 
Mstep: Class 35 contains 42457 members 
Mstep: Class 36 contains 1364 members 
Mstep: Class 37 contains 1073 members 
Mstep: Class 38 contains 6921 members 
Mstep: Class 39 contains 8417 members 
Mstep: Class 40 contains 42211 members 
Mstep: Class 41 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770256.000000 Penalty: 87983.445312
Iteration 104Q: 42 clusters Score -4.977026e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 3033 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 4836 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 35680 members 
Mstep: Class 9 contains 4690 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 11404 members 
Mstep: Class 13 contains 49161 members 
Mstep: Class 14 contains 3569 members 
Mstep: Class 15 contains 20080 members 
Mstep: Class 16 contains 9601 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 6642 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32800 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 2937 members 
Mstep: Class 25 contains 24174 members 
Mstep: Class 26 contains 8202 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 15148 members 
Mstep: Class 29 contains 27178 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 36657 members 
Mstep: Class 32 contains 1916 members 
Mstep: Class 33 contains 39216 members 
Mstep: Class 34 contains 6083 members 
Mstep: Class 35 contains 42426 members 
Mstep: Class 36 contains 1387 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 6894 members 
Mstep: Class 39 contains 8424 members 
Mstep: Class 40 contains 41348 members 
Mstep: Class 41 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771248.000000 Penalty: 87983.445312
Iteration 105Q: 42 clusters Score -4.977125e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 35665 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 49039 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 20071 members 
Mstep: Class 16 contains 9582 members 
Mstep: Class 17 contains 46895 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6665 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32838 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 2945 members 
Mstep: Class 25 contains 24173 members 
Mstep: Class 26 contains 8200 members 
Mstep: Class 27 contains 707 members 
Mstep: Class 28 contains 15144 members 
Mstep: Class 29 contains 28285 members 
Mstep: Class 30 contains 1726 members 
Mstep: Class 31 contains 36660 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 39223 members 
Mstep: Class 34 contains 6084 members 
Mstep: Class 35 contains 42415 members 
Mstep: Class 36 contains 1408 members 
Mstep: Class 37 contains 1083 members 
Mstep: Class 38 contains 6872 members 
Mstep: Class 39 contains 8428 members 
Mstep: Class 40 contains 40373 members 
Mstep: Class 41 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772204.000000 Penalty: 87983.445312
Iteration 106Q: 42 clusters Score -4.97722e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 2801 members 
Mstep: Class 8 contains 35659 members 
Mstep: Class 9 contains 4730 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 11369 members 
Mstep: Class 13 contains 48903 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 20064 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 46888 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6691 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32809 members 
Mstep: Class 22 contains 908 members 
Mstep: Class 23 contains 1186 members 
Mstep: Class 24 contains 2961 members 
Mstep: Class 25 contains 24176 members 
Mstep: Class 26 contains 8194 members 
Mstep: Class 27 contains 708 members 
Mstep: Class 28 contains 15140 members 
Mstep: Class 29 contains 29598 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 36661 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 39210 members 
Mstep: Class 34 contains 6082 members 
Mstep: Class 35 contains 42404 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 1088 members 
Mstep: Class 38 contains 6846 members 
Mstep: Class 39 contains 8430 members 
Mstep: Class 40 contains 39260 members 
Mstep: Class 41 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773304.000000 Penalty: 87983.445312
Iteration 107Q: 42 clusters Score -4.97733e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 35649 members 
Mstep: Class 9 contains 4745 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 6312 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 48700 members 
Mstep: Class 14 contains 3528 members 
Mstep: Class 15 contains 20054 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 46846 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6714 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32756 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 1187 members 
Mstep: Class 24 contains 2973 members 
Mstep: Class 25 contains 24165 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 710 members 
Mstep: Class 28 contains 15140 members 
Mstep: Class 29 contains 31006 members 
Mstep: Class 30 contains 1726 members 
Mstep: Class 31 contains 36663 members 
Mstep: Class 32 contains 1949 members 
Mstep: Class 33 contains 39204 members 
Mstep: Class 34 contains 6080 members 
Mstep: Class 35 contains 42399 members 
Mstep: Class 36 contains 1441 members 
Mstep: Class 37 contains 1093 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 8434 members 
Mstep: Class 40 contains 38179 members 
Mstep: Class 41 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774408.000000 Penalty: 87983.445312
Iteration 108Q: 42 clusters Score -4.977441e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 2764 members 
Mstep: Class 8 contains 35646 members 
Mstep: Class 9 contains 4760 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 48516 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 20045 members 
Mstep: Class 16 contains 9528 members 
Mstep: Class 17 contains 46771 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6737 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32686 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 1200 members 
Mstep: Class 24 contains 2975 members 
Mstep: Class 25 contains 24156 members 
Mstep: Class 26 contains 8186 members 
Mstep: Class 27 contains 712 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 32436 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 36658 members 
Mstep: Class 32 contains 1957 members 
Mstep: Class 33 contains 39195 members 
Mstep: Class 34 contains 6080 members 
Mstep: Class 35 contains 42388 members 
Mstep: Class 36 contains 1449 members 
Mstep: Class 37 contains 1093 members 
Mstep: Class 38 contains 6806 members 
Mstep: Class 39 contains 8436 members 
Mstep: Class 40 contains 37118 members 
Mstep: Class 41 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775260.000000 Penalty: 87983.445312
Iteration 109Q: 42 clusters Score -4.977526e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 2743 members 
Mstep: Class 8 contains 35631 members 
Mstep: Class 9 contains 4782 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 11336 members 
Mstep: Class 13 contains 48339 members 
Mstep: Class 14 contains 3509 members 
Mstep: Class 15 contains 20030 members 
Mstep: Class 16 contains 9506 members 
Mstep: Class 17 contains 46663 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32596 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 1216 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 24145 members 
Mstep: Class 26 contains 8184 members 
Mstep: Class 27 contains 714 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 33879 members 
Mstep: Class 30 contains 1733 members 
Mstep: Class 31 contains 36659 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 39177 members 
Mstep: Class 34 contains 6077 members 
Mstep: Class 35 contains 42397 members 
Mstep: Class 36 contains 1454 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 8441 members 
Mstep: Class 40 contains 36080 members 
Mstep: Class 41 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776168.000000 Penalty: 87983.445312
Iteration 110Q: 42 clusters Score -4.977617e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 2729 members 
Mstep: Class 8 contains 35630 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 11322 members 
Mstep: Class 13 contains 48149 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 20023 members 
Mstep: Class 16 contains 9471 members 
Mstep: Class 17 contains 46549 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6765 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32496 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 1228 members 
Mstep: Class 24 contains 3008 members 
Mstep: Class 25 contains 24123 members 
Mstep: Class 26 contains 8184 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 15136 members 
Mstep: Class 29 contains 35179 members 
Mstep: Class 30 contains 1733 members 
Mstep: Class 31 contains 36658 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 39171 members 
Mstep: Class 34 contains 6076 members 
Mstep: Class 35 contains 42404 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 1099 members 
Mstep: Class 38 contains 6757 members 
Mstep: Class 39 contains 8442 members 
Mstep: Class 40 contains 35238 members 
Mstep: Class 41 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777232.000000 Penalty: 87983.445312
Iteration 111Q: 42 clusters Score -4.977723e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 3583 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 35620 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 11305 members 
Mstep: Class 13 contains 47980 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 20022 members 
Mstep: Class 16 contains 9458 members 
Mstep: Class 17 contains 46377 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32436 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 1228 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 24116 members 
Mstep: Class 26 contains 8181 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 15134 members 
Mstep: Class 29 contains 36816 members 
Mstep: Class 30 contains 1732 members 
Mstep: Class 31 contains 36660 members 
Mstep: Class 32 contains 1991 members 
Mstep: Class 33 contains 39158 members 
Mstep: Class 34 contains 6076 members 
Mstep: Class 35 contains 42397 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 1104 members 
Mstep: Class 38 contains 6722 members 
Mstep: Class 39 contains 8444 members 
Mstep: Class 40 contains 34055 members 
Mstep: Class 41 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778256.000000 Penalty: 87983.445312
Iteration 112Q: 42 clusters Score -4.977826e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 3568 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 35613 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 2683 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 11293 members 
Mstep: Class 13 contains 47833 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 20015 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 46207 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32344 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 24105 members 
Mstep: Class 26 contains 8178 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 15130 members 
Mstep: Class 29 contains 38718 members 
Mstep: Class 30 contains 1734 members 
Mstep: Class 31 contains 36664 members 
Mstep: Class 32 contains 2000 members 
Mstep: Class 33 contains 39155 members 
Mstep: Class 34 contains 6069 members 
Mstep: Class 35 contains 42388 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 1107 members 
Mstep: Class 38 contains 6690 members 
Mstep: Class 39 contains 8448 members 
Mstep: Class 40 contains 32575 members 
Mstep: Class 41 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777236.000000 Penalty: 87983.445312
Iteration 113Q: 42 clusters Score -4.977724e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 35598 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 11275 members 
Mstep: Class 13 contains 47730 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 20012 members 
Mstep: Class 16 contains 9420 members 
Mstep: Class 17 contains 46218 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32325 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 1233 members 
Mstep: Class 24 contains 3113 members 
Mstep: Class 25 contains 24099 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 15131 members 
Mstep: Class 29 contains 40674 members 
Mstep: Class 30 contains 1736 members 
Mstep: Class 31 contains 36661 members 
Mstep: Class 32 contains 2010 members 
Mstep: Class 33 contains 39139 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 42382 members 
Mstep: Class 36 contains 1468 members 
Mstep: Class 37 contains 1107 members 
Mstep: Class 38 contains 6646 members 
Mstep: Class 39 contains 8451 members 
Mstep: Class 40 contains 30741 members 
Mstep: Class 41 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775380.000000 Penalty: 87983.445312
Iteration 114Q: 42 clusters Score -4.977538e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 5551 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 35579 members 
Mstep: Class 9 contains 4822 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 11260 members 
Mstep: Class 13 contains 47669 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 20006 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 46359 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6875 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32331 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 1233 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 24078 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 15132 members 
Mstep: Class 29 contains 42283 members 
Mstep: Class 30 contains 1738 members 
Mstep: Class 31 contains 36658 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 39120 members 
Mstep: Class 34 contains 6063 members 
Mstep: Class 35 contains 42376 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 1110 members 
Mstep: Class 38 contains 6604 members 
Mstep: Class 39 contains 8460 members 
Mstep: Class 40 contains 29013 members 
Mstep: Class 41 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773496.000000 Penalty: 87983.445312
Iteration 115Q: 42 clusters Score -4.97735e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 3701 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 35558 members 
Mstep: Class 9 contains 4838 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 11241 members 
Mstep: Class 13 contains 47685 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 19995 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 46667 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6913 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32357 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 3219 members 
Mstep: Class 25 contains 24055 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 15124 members 
Mstep: Class 29 contains 43113 members 
Mstep: Class 30 contains 1738 members 
Mstep: Class 31 contains 36653 members 
Mstep: Class 32 contains 2044 members 
Mstep: Class 33 contains 39113 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 42370 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6555 members 
Mstep: Class 39 contains 8468 members 
Mstep: Class 40 contains 27787 members 
Mstep: Class 41 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771920.000000 Penalty: 87983.445312
Iteration 116Q: 42 clusters Score -4.977192e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 2388 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 5553 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 35545 members 
Mstep: Class 9 contains 4857 members 
Mstep: Class 10 contains 2675 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 11217 members 
Mstep: Class 13 contains 47716 members 
Mstep: Class 14 contains 3464 members 
Mstep: Class 15 contains 19985 members 
Mstep: Class 16 contains 9297 members 
Mstep: Class 17 contains 46966 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6960 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32388 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 1237 members 
Mstep: Class 24 contains 3270 members 
Mstep: Class 25 contains 24039 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 15125 members 
Mstep: Class 29 contains 43342 members 
Mstep: Class 30 contains 1742 members 
Mstep: Class 31 contains 36656 members 
Mstep: Class 32 contains 2065 members 
Mstep: Class 33 contains 39116 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 42359 members 
Mstep: Class 36 contains 1472 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6512 members 
Mstep: Class 39 contains 8476 members 
Mstep: Class 40 contains 27156 members 
Mstep: Class 41 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771448.000000 Penalty: 87983.445312
Iteration 117Q: 42 clusters Score -4.977145e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 2388 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 5548 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 35546 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 47744 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 19980 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 47189 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 6997 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32382 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 1241 members 
Mstep: Class 24 contains 3329 members 
Mstep: Class 25 contains 24029 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 726 members 
Mstep: Class 28 contains 15125 members 
Mstep: Class 29 contains 43200 members 
Mstep: Class 30 contains 1746 members 
Mstep: Class 31 contains 36658 members 
Mstep: Class 32 contains 2080 members 
Mstep: Class 33 contains 39107 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 42340 members 
Mstep: Class 36 contains 1472 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6470 members 
Mstep: Class 39 contains 8480 members 
Mstep: Class 40 contains 27017 members 
Mstep: Class 41 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771340.000000 Penalty: 87983.445312
Iteration 118Q: 42 clusters Score -4.977134e+07 nChanged 2101
Entering ConstructFrom: 
Score: -49771340.000000 Penalty: 87983.445312
Entering ConstructFrom: 
Trying to split cluster 1 (19208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Entering Unmasked Estep 
Score: -1844302.125000 Penalty: 1602.750854
	Iteration 0F: 2 clusters Score -1844302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1831176.750000 Penalty: 3205.501709
	Iteration 0F: 3 clusters Score -1831177 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1835938.625000 Penalty: 3205.501709
	Iteration 1F: 3 clusters Score -1835939 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1836231.625000 Penalty: 3205.501709
	Iteration 2Q: 3 clusters Score -1836232 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1836492.125000 Penalty: 3205.501709
	Iteration 3Q: 3 clusters Score -1836492 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1836746.500000 Penalty: 3205.501709
	Iteration 4Q: 3 clusters Score -1836746 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1836985.625000 Penalty: 3205.501709
	Iteration 5Q: 3 clusters Score -1836986 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1837279.375000 Penalty: 3205.501709
	Iteration 6Q: 3 clusters Score -1837279 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1837710.000000 Penalty: 3205.501709
	Iteration 7Q: 3 clusters Score -1837710 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1838245.625000 Penalty: 3205.501709
	Iteration 8Q: 3 clusters Score -1838246 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1838902.250000 Penalty: 3205.501709
	Iteration 9F: 3 clusters Score -1838902 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1839579.375000 Penalty: 3205.501709
	Iteration 10F: 3 clusters Score -1839579 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1840185.250000 Penalty: 3205.501709
	Iteration 11Q: 3 clusters Score -1840185 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1840650.000000 Penalty: 3205.501709
	Iteration 12Q: 3 clusters Score -1840650 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1840947.250000 Penalty: 3205.501709
	Iteration 13Q: 3 clusters Score -1840947 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1841181.125000 Penalty: 3205.501709
	Iteration 14Q: 3 clusters Score -1841181 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1841356.750000 Penalty: 3205.501709
	Iteration 15Q: 3 clusters Score -1841357 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1841480.000000 Penalty: 3205.501709
	Iteration 16Q: 3 clusters Score -1841480 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1841572.125000 Penalty: 3205.501709
	Iteration 17Q: 3 clusters Score -1841572 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1841660.000000 Penalty: 3205.501709
	Iteration 18Q: 3 clusters Score -1841660 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1841762.000000 Penalty: 3205.501709
	Iteration 19Q: 3 clusters Score -1841762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1841842.375000 Penalty: 3205.501709
	Iteration 20F: 3 clusters Score -1841842 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1841931.375000 Penalty: 3205.501709
	Iteration 21Q: 3 clusters Score -1841931 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1842017.375000 Penalty: 3205.501709
	Iteration 22Q: 3 clusters Score -1842017 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1842096.000000 Penalty: 3205.501709
	Iteration 23Q: 3 clusters Score -1842096 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1842167.375000 Penalty: 3205.501709
	Iteration 24Q: 3 clusters Score -1842167 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1842209.500000 Penalty: 3205.501709
	Iteration 25Q: 3 clusters Score -1842210 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1842251.625000 Penalty: 3205.501709
	Iteration 26Q: 3 clusters Score -1842252 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1842293.000000 Penalty: 3205.501709
	Iteration 27Q: 3 clusters Score -1842293 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1842342.625000 Penalty: 3205.501709
	Iteration 28Q: 3 clusters Score -1842343 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1842395.250000 Penalty: 3205.501709
	Iteration 29Q: 3 clusters Score -1842395 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1842445.500000 Penalty: 3205.501709
	Iteration 30Q: 3 clusters Score -1842446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1842502.000000 Penalty: 3205.501709
	Iteration 31Q: 3 clusters Score -1842502 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1842537.750000 Penalty: 3205.501709
	Iteration 32Q: 3 clusters Score -1842538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1842571.500000 Penalty: 3205.501709
	Iteration 33Q: 3 clusters Score -1842572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1842580.375000 Penalty: 3205.501709
	Iteration 34Q: 3 clusters Score -1842580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1842599.625000 Penalty: 3205.501709
	Iteration 35Q: 3 clusters Score -1842600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1842618.750000 Penalty: 3205.501709
	Iteration 36Q: 3 clusters Score -1842619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1842627.000000 Penalty: 3205.501709
	Iteration 37Q: 3 clusters Score -1842627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1842634.500000 Penalty: 3205.501709
	Iteration 38Q: 3 clusters Score -1842634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1842644.500000 Penalty: 3205.501709
	Iteration 39Q: 3 clusters Score -1842644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1842649.125000 Penalty: 3205.501709
	Iteration 40F: 3 clusters Score -1842649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1842657.250000 Penalty: 3205.501709
	Iteration 41Q: 3 clusters Score -1842657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1842664.000000 Penalty: 3205.501709
	Iteration 42Q: 3 clusters Score -1842664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1842676.125000 Penalty: 3205.501709
	Iteration 43Q: 3 clusters Score -1842676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1842680.750000 Penalty: 3205.501709
	Iteration 44Q: 3 clusters Score -1842681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1842695.000000 Penalty: 3205.501709
	Iteration 45Q: 3 clusters Score -1842695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1842696.375000 Penalty: 3205.501709
	Iteration 46Q: 3 clusters Score -1842696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1842706.125000 Penalty: 3205.501709
	Iteration 47Q: 3 clusters Score -1842706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1842712.250000 Penalty: 3205.501709
	Iteration 48Q: 3 clusters Score -1842712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1842721.875000 Penalty: 3205.501709
	Iteration 49Q: 3 clusters Score -1842722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1842726.875000 Penalty: 3205.501709
	Iteration 50Q: 3 clusters Score -1842727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1842732.625000 Penalty: 3205.501709
	Iteration 51Q: 3 clusters Score -1842733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1842730.875000 Penalty: 3205.501709
	Iteration 52Q: 3 clusters Score -1842731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1842732.750000 Penalty: 3205.501709
	Iteration 53Q: 3 clusters Score -1842733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1842736.125000 Penalty: 3205.501709
	Iteration 54Q: 3 clusters Score -1842736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1842739.750000 Penalty: 3205.501709
	Iteration 55Q: 3 clusters Score -1842740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1842740.375000 Penalty: 3205.501709
	Iteration 56Q: 3 clusters Score -1842740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1842744.500000 Penalty: 3205.501709
	Iteration 57Q: 3 clusters Score -1842744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1842751.125000 Penalty: 3205.501709
	Iteration 58Q: 3 clusters Score -1842751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1842754.375000 Penalty: 3205.501709
	Iteration 59Q: 3 clusters Score -1842754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1842755.250000 Penalty: 3205.501709
	Iteration 60F: 3 clusters Score -1842755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1842758.125000 Penalty: 3205.501709
	Iteration 61Q: 3 clusters Score -1842758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1842761.500000 Penalty: 3205.501709
	Iteration 62Q: 3 clusters Score -1842762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1842771.750000 Penalty: 3205.501709
	Iteration 63Q: 3 clusters Score -1842772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1842777.500000 Penalty: 3205.501709
	Iteration 64Q: 3 clusters Score -1842778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1842783.250000 Penalty: 3205.501709
	Iteration 65Q: 3 clusters Score -1842783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1842793.875000 Penalty: 3205.501709
	Iteration 66Q: 3 clusters Score -1842794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1842799.875000 Penalty: 3205.501709
	Iteration 67Q: 3 clusters Score -1842800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1842804.625000 Penalty: 3205.501709
	Iteration 68Q: 3 clusters Score -1842805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1842810.500000 Penalty: 3205.501709
	Iteration 69Q: 3 clusters Score -1842810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1842815.000000 Penalty: 3205.501709
	Iteration 70Q: 3 clusters Score -1842815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1842811.250000 Penalty: 3205.501709
	Iteration 71Q: 3 clusters Score -1842811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1842816.250000 Penalty: 3205.501709
	Iteration 72Q: 3 clusters Score -1842816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1842820.500000 Penalty: 3205.501709
	Iteration 73Q: 3 clusters Score -1842820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1842823.125000 Penalty: 3205.501709
	Iteration 74Q: 3 clusters Score -1842823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1842832.625000 Penalty: 3205.501709
	Iteration 75Q: 3 clusters Score -1842833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1842838.875000 Penalty: 3205.501709
	Iteration 76Q: 3 clusters Score -1842839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1842840.500000 Penalty: 3205.501709
	Iteration 77Q: 3 clusters Score -1842840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1842844.000000 Penalty: 3205.501709
	Iteration 78Q: 3 clusters Score -1842844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1842846.375000 Penalty: 3205.501709
	Iteration 79Q: 3 clusters Score -1842846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1842853.375000 Penalty: 3205.501709
	Iteration 80F: 3 clusters Score -1842853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1842862.500000 Penalty: 3205.501709
	Iteration 81Q: 3 clusters Score -1842862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1842864.000000 Penalty: 3205.501709
	Iteration 82Q: 3 clusters Score -1842864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1842866.750000 Penalty: 3205.501709
	Iteration 83Q: 3 clusters Score -1842867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1842869.125000 Penalty: 3205.501709
	Iteration 84Q: 3 clusters Score -1842869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1842870.125000 Penalty: 3205.501709
	Iteration 85Q: 3 clusters Score -1842870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1842873.250000 Penalty: 3205.501709
	Iteration 86Q: 3 clusters Score -1842873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1842872.875000 Penalty: 3205.501709
	Iteration 87Q: 3 clusters Score -1842873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1842873.375000 Penalty: 3205.501709
	Iteration 88Q: 3 clusters Score -1842873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1842873.375000 Penalty: 3205.501709
	Iteration 89F: 3 clusters Score -1842873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -269316.906250 Penalty: 1303.187134
	Iteration 0F: 2 clusters Score -269316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -266618.437500 Penalty: 2606.374268
	Iteration 0F: 3 clusters Score -266618.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -267357.625000 Penalty: 2606.374268
	Iteration 1F: 3 clusters Score -267357.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -267645.843750 Penalty: 2606.374268
	Iteration 2F: 3 clusters Score -267645.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -267855.843750 Penalty: 2606.374268
	Iteration 3F: 3 clusters Score -267855.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -268090.000000 Penalty: 2606.374268
	Iteration 4F: 3 clusters Score -268090 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -268345.781250 Penalty: 2606.374268
	Iteration 5F: 3 clusters Score -268345.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -268598.031250 Penalty: 2606.374268
	Iteration 6F: 3 clusters Score -268598 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -268860.312500 Penalty: 2606.374268
	Iteration 7F: 3 clusters Score -268860.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -269033.406250 Penalty: 2606.374268
	Iteration 8Q: 3 clusters Score -269033.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -269148.375000 Penalty: 2606.374268
	Iteration 9Q: 3 clusters Score -269148.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -269235.875000 Penalty: 2606.374268
	Iteration 10Q: 3 clusters Score -269235.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -269317.593750 Penalty: 2606.374268
	Iteration 11Q: 3 clusters Score -269317.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -269404.687500 Penalty: 2606.374268
	Iteration 12Q: 3 clusters Score -269404.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -269464.468750 Penalty: 2606.374268
	Iteration 13Q: 3 clusters Score -269464.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -269502.750000 Penalty: 2606.374268
	Iteration 14Q: 3 clusters Score -269502.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -269534.875000 Penalty: 2606.374268
	Iteration 15Q: 3 clusters Score -269534.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -269556.812500 Penalty: 2606.374268
	Iteration 16Q: 3 clusters Score -269556.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -269571.312500 Penalty: 2606.374268
	Iteration 17Q: 3 clusters Score -269571.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -269606.937500 Penalty: 2606.374268
	Iteration 18Q: 3 clusters Score -269606.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -269624.031250 Penalty: 2606.374268
	Iteration 19Q: 3 clusters Score -269624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -269644.125000 Penalty: 2606.374268
	Iteration 20F: 3 clusters Score -269644.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -269659.218750 Penalty: 2606.374268
	Iteration 21Q: 3 clusters Score -269659.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -269671.281250 Penalty: 2606.374268
	Iteration 22Q: 3 clusters Score -269671.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -269685.187500 Penalty: 2606.374268
	Iteration 23Q: 3 clusters Score -269685.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -269703.906250 Penalty: 2606.374268
	Iteration 24Q: 3 clusters Score -269703.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -269724.593750 Penalty: 2606.374268
	Iteration 25Q: 3 clusters Score -269724.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -269759.718750 Penalty: 2606.374268
	Iteration 26Q: 3 clusters Score -269759.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -269810.031250 Penalty: 2606.374268
	Iteration 27Q: 3 clusters Score -269810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -269855.406250 Penalty: 2606.374268
	Iteration 28Q: 3 clusters Score -269855.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -269895.625000 Penalty: 2606.374268
	Iteration 29Q: 3 clusters Score -269895.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -269932.562500 Penalty: 2606.374268
	Iteration 30Q: 3 clusters Score -269932.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -269978.000000 Penalty: 2606.374268
	Iteration 31Q: 3 clusters Score -269978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -270012.312500 Penalty: 2606.374268
	Iteration 32Q: 3 clusters Score -270012.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -270047.718750 Penalty: 2606.374268
	Iteration 33Q: 3 clusters Score -270047.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -270079.156250 Penalty: 2606.374268
	Iteration 34Q: 3 clusters Score -270079.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -270091.062500 Penalty: 2606.374268
	Iteration 35Q: 3 clusters Score -270091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -270098.062500 Penalty: 2606.374268
	Iteration 36Q: 3 clusters Score -270098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -270101.500000 Penalty: 2606.374268
	Iteration 37Q: 3 clusters Score -270101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -270101.500000 Penalty: 2606.374268
	Iteration 38F: 3 clusters Score -270101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 5546 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 35543 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 11172 members 
Mstep: Class 13 contains 47774 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 9208 members 
Mstep: Class 17 contains 47325 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32345 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 1247 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 24026 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 729 members 
Mstep: Class 28 contains 15123 members 
Mstep: Class 29 contains 42848 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 36664 members 
Mstep: Class 32 contains 2097 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 42329 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6429 members 
Mstep: Class 39 contains 8480 members 
Mstep: Class 40 contains 27224 members 
Mstep: Class 41 contains 2723 members 
Mstep: Class 42 contains 1844 members 
Entering Unmasked Estep 
Score: -49771300.000000 Penalty: 90129.382812
Splitting cluster 2 changes total score from -49771340.000000 to -49771300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -190460.718750 Penalty: 1264.502930
	Iteration 0F: 2 clusters Score -190460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -188156.046875 Penalty: 2529.005859
	Iteration 0F: 3 clusters Score -188156 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -188841.968750 Penalty: 2529.005859
	Iteration 1F: 3 clusters Score -188842 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -189084.484375 Penalty: 2529.005859
	Iteration 2F: 3 clusters Score -189084.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -189263.640625 Penalty: 2529.005859
	Iteration 3F: 3 clusters Score -189263.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -189385.546875 Penalty: 2529.005859
	Iteration 4F: 3 clusters Score -189385.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -189489.203125 Penalty: 2529.005859
	Iteration 5Q: 3 clusters Score -189489.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -189555.843750 Penalty: 2529.005859
	Iteration 6Q: 3 clusters Score -189555.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -189596.859375 Penalty: 2529.005859
	Iteration 7Q: 3 clusters Score -189596.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -189632.921875 Penalty: 2529.005859
	Iteration 8Q: 3 clusters Score -189632.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -189672.015625 Penalty: 2529.005859
	Iteration 9Q: 3 clusters Score -189672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -189715.968750 Penalty: 2529.005859
	Iteration 10Q: 3 clusters Score -189716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -189766.671875 Penalty: 2529.005859
	Iteration 11Q: 3 clusters Score -189766.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -189799.062500 Penalty: 2529.005859
	Iteration 12Q: 3 clusters Score -189799.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -189821.703125 Penalty: 2529.005859
	Iteration 13Q: 3 clusters Score -189821.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -189843.781250 Penalty: 2529.005859
	Iteration 14Q: 3 clusters Score -189843.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -189858.875000 Penalty: 2529.005859
	Iteration 15Q: 3 clusters Score -189858.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -189884.390625 Penalty: 2529.005859
	Iteration 16Q: 3 clusters Score -189884.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -189916.687500 Penalty: 2529.005859
	Iteration 17Q: 3 clusters Score -189916.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -189945.843750 Penalty: 2529.005859
	Iteration 18Q: 3 clusters Score -189945.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -189966.828125 Penalty: 2529.005859
	Iteration 19Q: 3 clusters Score -189966.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -189983.343750 Penalty: 2529.005859
	Iteration 20F: 3 clusters Score -189983.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -189992.515625 Penalty: 2529.005859
	Iteration 21Q: 3 clusters Score -189992.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -189996.171875 Penalty: 2529.005859
	Iteration 22Q: 3 clusters Score -189996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -189998.796875 Penalty: 2529.005859
	Iteration 23Q: 3 clusters Score -189998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -189999.937500 Penalty: 2529.005859
	Iteration 24Q: 3 clusters Score -189999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -190001.484375 Penalty: 2529.005859
	Iteration 25Q: 3 clusters Score -190001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -190001.484375 Penalty: 2529.005859
	Iteration 26F: 3 clusters Score -190001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -359703.031250 Penalty: 1341.191772
	Iteration 0F: 2 clusters Score -359703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -356481.750000 Penalty: 2682.383545
	Iteration 0F: 3 clusters Score -356481.8 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -357371.906250 Penalty: 2682.383545
	Iteration 1F: 3 clusters Score -357371.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -357512.531250 Penalty: 2682.383545
	Iteration 2F: 3 clusters Score -357512.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -357604.437500 Penalty: 2682.383545
	Iteration 3Q: 3 clusters Score -357604.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -357677.250000 Penalty: 2682.383545
	Iteration 4Q: 3 clusters Score -357677.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -357740.843750 Penalty: 2682.383545
	Iteration 5Q: 3 clusters Score -357740.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -357813.000000 Penalty: 2682.383545
	Iteration 6Q: 3 clusters Score -357813 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -357899.031250 Penalty: 2682.383545
	Iteration 7Q: 3 clusters Score -357899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -357975.687500 Penalty: 2682.383545
	Iteration 8Q: 3 clusters Score -357975.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -358040.718750 Penalty: 2682.383545
	Iteration 9Q: 3 clusters Score -358040.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -358091.062500 Penalty: 2682.383545
	Iteration 10Q: 3 clusters Score -358091.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -358150.406250 Penalty: 2682.383545
	Iteration 11Q: 3 clusters Score -358150.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -358193.000000 Penalty: 2682.383545
	Iteration 12Q: 3 clusters Score -358193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -358228.843750 Penalty: 2682.383545
	Iteration 13Q: 3 clusters Score -358228.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -358271.906250 Penalty: 2682.383545
	Iteration 14Q: 3 clusters Score -358271.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -358311.000000 Penalty: 2682.383545
	Iteration 15Q: 3 clusters Score -358311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -358347.281250 Penalty: 2682.383545
	Iteration 16Q: 3 clusters Score -358347.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -358390.281250 Penalty: 2682.383545
	Iteration 17Q: 3 clusters Score -358390.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -358426.218750 Penalty: 2682.383545
	Iteration 18Q: 3 clusters Score -358426.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -358460.218750 Penalty: 2682.383545
	Iteration 19Q: 3 clusters Score -358460.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -358494.062500 Penalty: 2682.383545
	Iteration 20F: 3 clusters Score -358494.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -358511.687500 Penalty: 2682.383545
	Iteration 21Q: 3 clusters Score -358511.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -358519.906250 Penalty: 2682.383545
	Iteration 22Q: 3 clusters Score -358519.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -358524.031250 Penalty: 2682.383545
	Iteration 23Q: 3 clusters Score -358524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -358527.500000 Penalty: 2682.383545
	Iteration 24Q: 3 clusters Score -358527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -358530.875000 Penalty: 2682.383545
	Iteration 25Q: 3 clusters Score -358530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -358532.000000 Penalty: 2682.383545
	Iteration 26Q: 3 clusters Score -358532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -358532.968750 Penalty: 2682.383545
	Iteration 27Q: 3 clusters Score -358533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -358533.625000 Penalty: 2682.383545
	Iteration 28Q: 3 clusters Score -358533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -358535.843750 Penalty: 2682.383545
	Iteration 29Q: 3 clusters Score -358535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -358537.406250 Penalty: 2682.383545
	Iteration 30Q: 3 clusters Score -358537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -358538.812500 Penalty: 2682.383545
	Iteration 31Q: 3 clusters Score -358538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -358540.343750 Penalty: 2682.383545
	Iteration 32Q: 3 clusters Score -358540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -358541.312500 Penalty: 2682.383545
	Iteration 33Q: 3 clusters Score -358541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -358541.562500 Penalty: 2682.383545
	Iteration 34Q: 3 clusters Score -358541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -358542.375000 Penalty: 2682.383545
	Iteration 35Q: 3 clusters Score -358542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -358543.718750 Penalty: 2682.383545
	Iteration 36Q: 3 clusters Score -358543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -358545.062500 Penalty: 2682.383545
	Iteration 37Q: 3 clusters Score -358545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -358547.906250 Penalty: 2682.383545
	Iteration 38Q: 3 clusters Score -358547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -358547.968750 Penalty: 2682.383545
	Iteration 39Q: 3 clusters Score -358548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -358551.250000 Penalty: 2682.383545
	Iteration 40F: 3 clusters Score -358551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -358555.218750 Penalty: 2682.383545
	Iteration 41Q: 3 clusters Score -358555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -358561.593750 Penalty: 2682.383545
	Iteration 42Q: 3 clusters Score -358561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -358565.000000 Penalty: 2682.383545
	Iteration 43Q: 3 clusters Score -358565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -358567.968750 Penalty: 2682.383545
	Iteration 44Q: 3 clusters Score -358568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -358571.312500 Penalty: 2682.383545
	Iteration 45Q: 3 clusters Score -358571.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -358577.750000 Penalty: 2682.383545
	Iteration 46Q: 3 clusters Score -358577.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -358583.562500 Penalty: 2682.383545
	Iteration 47Q: 3 clusters Score -358583.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -358589.281250 Penalty: 2682.383545
	Iteration 48Q: 3 clusters Score -358589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -358595.437500 Penalty: 2682.383545
	Iteration 49Q: 3 clusters Score -358595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -358600.031250 Penalty: 2682.383545
	Iteration 50Q: 3 clusters Score -358600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -358603.406250 Penalty: 2682.383545
	Iteration 51Q: 3 clusters Score -358603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -358605.281250 Penalty: 2682.383545
	Iteration 52Q: 3 clusters Score -358605.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -358606.437500 Penalty: 2682.383545
	Iteration 53Q: 3 clusters Score -358606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -358606.437500 Penalty: 2682.383545
	Iteration 54Q: 3 clusters Score -358606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -358606.437500 Penalty: 2682.383545
	Iteration 55F: 3 clusters Score -358606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Entering Unmasked Estep 
Score: -499591.718750 Penalty: 1400.885254
	Iteration 0F: 2 clusters Score -499591.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -495376.031250 Penalty: 2801.770508
	Iteration 0F: 3 clusters Score -495376 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -496747.375000 Penalty: 2801.770508
	Iteration 1F: 3 clusters Score -496747.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -497133.343750 Penalty: 2801.770508
	Iteration 2F: 3 clusters Score -497133.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -497470.906250 Penalty: 2801.770508
	Iteration 3F: 3 clusters Score -497470.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -497780.687500 Penalty: 2801.770508
	Iteration 4F: 3 clusters Score -497780.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -498105.812500 Penalty: 2801.770508
	Iteration 5F: 3 clusters Score -498105.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -498376.593750 Penalty: 2801.770508
	Iteration 6F: 3 clusters Score -498376.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -498530.250000 Penalty: 2801.770508
	Iteration 7Q: 3 clusters Score -498530.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -498618.968750 Penalty: 2801.770508
	Iteration 8Q: 3 clusters Score -498619 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -498685.187500 Penalty: 2801.770508
	Iteration 9Q: 3 clusters Score -498685.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -498739.593750 Penalty: 2801.770508
	Iteration 10Q: 3 clusters Score -498739.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -498799.406250 Penalty: 2801.770508
	Iteration 11Q: 3 clusters Score -498799.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -498839.562500 Penalty: 2801.770508
	Iteration 12Q: 3 clusters Score -498839.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -498870.062500 Penalty: 2801.770508
	Iteration 13Q: 3 clusters Score -498870.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -498909.500000 Penalty: 2801.770508
	Iteration 14Q: 3 clusters Score -498909.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -498947.187500 Penalty: 2801.770508
	Iteration 15Q: 3 clusters Score -498947.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -498977.781250 Penalty: 2801.770508
	Iteration 16Q: 3 clusters Score -498977.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -499014.437500 Penalty: 2801.770508
	Iteration 17Q: 3 clusters Score -499014.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -499058.093750 Penalty: 2801.770508
	Iteration 18Q: 3 clusters Score -499058.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -499104.843750 Penalty: 2801.770508
	Iteration 19Q: 3 clusters Score -499104.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -499160.187500 Penalty: 2801.770508
	Iteration 20F: 3 clusters Score -499160.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -499215.687500 Penalty: 2801.770508
	Iteration 21Q: 3 clusters Score -499215.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -499271.062500 Penalty: 2801.770508
	Iteration 22Q: 3 clusters Score -499271.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -499314.437500 Penalty: 2801.770508
	Iteration 23Q: 3 clusters Score -499314.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -499347.968750 Penalty: 2801.770508
	Iteration 24Q: 3 clusters Score -499348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -499377.500000 Penalty: 2801.770508
	Iteration 25Q: 3 clusters Score -499377.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -499403.593750 Penalty: 2801.770508
	Iteration 26Q: 3 clusters Score -499403.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -499427.531250 Penalty: 2801.770508
	Iteration 27Q: 3 clusters Score -499427.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -499451.406250 Penalty: 2801.770508
	Iteration 28Q: 3 clusters Score -499451.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -499484.875000 Penalty: 2801.770508
	Iteration 29Q: 3 clusters Score -499484.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -499524.250000 Penalty: 2801.770508
	Iteration 30Q: 3 clusters Score -499524.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -499556.093750 Penalty: 2801.770508
	Iteration 31Q: 3 clusters Score -499556.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -499580.437500 Penalty: 2801.770508
	Iteration 32Q: 3 clusters Score -499580.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -499595.562500 Penalty: 2801.770508
	Iteration 33Q: 3 clusters Score -499595.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -499606.437500 Penalty: 2801.770508
	Iteration 34Q: 3 clusters Score -499606.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -499614.406250 Penalty: 2801.770508
	Iteration 35Q: 3 clusters Score -499614.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -499622.406250 Penalty: 2801.770508
	Iteration 36Q: 3 clusters Score -499622.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -499628.156250 Penalty: 2801.770508
	Iteration 37Q: 3 clusters Score -499628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -499635.906250 Penalty: 2801.770508
	Iteration 38Q: 3 clusters Score -499635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -499640.375000 Penalty: 2801.770508
	Iteration 39Q: 3 clusters Score -499640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -499663.093750 Penalty: 2801.770508
	Iteration 40F: 3 clusters Score -499663.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -499728.687500 Penalty: 2801.770508
	Iteration 41Q: 3 clusters Score -499728.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -499858.531250 Penalty: 2801.770508
	Iteration 42Q: 3 clusters Score -499858.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -499916.031250 Penalty: 2801.770508
	Iteration 43Q: 3 clusters Score -499916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -499928.843750 Penalty: 2801.770508
	Iteration 44Q: 3 clusters Score -499928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -499932.625000 Penalty: 2801.770508
	Iteration 45Q: 3 clusters Score -499932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -499937.375000 Penalty: 2801.770508
	Iteration 46Q: 3 clusters Score -499937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -499939.500000 Penalty: 2801.770508
	Iteration 47Q: 3 clusters Score -499939.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -499941.562500 Penalty: 2801.770508
	Iteration 48Q: 3 clusters Score -499941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -499943.906250 Penalty: 2801.770508
	Iteration 49Q: 3 clusters Score -499943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -499945.312500 Penalty: 2801.770508
	Iteration 50Q: 3 clusters Score -499945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -499945.281250 Penalty: 2801.770508
	Iteration 51Q: 3 clusters Score -499945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -499946.062500 Penalty: 2801.770508
	Iteration 52Q: 3 clusters Score -499946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -499946.781250 Penalty: 2801.770508
	Iteration 53Q: 3 clusters Score -499946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -499947.781250 Penalty: 2801.770508
	Iteration 54Q: 3 clusters Score -499947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -499950.531250 Penalty: 2801.770508
	Iteration 55Q: 3 clusters Score -499950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -499950.000000 Penalty: 2801.770508
	Iteration 56Q: 3 clusters Score -499950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -499953.093750 Penalty: 2801.770508
	Iteration 57Q: 3 clusters Score -499953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -499956.031250 Penalty: 2801.770508
	Iteration 58Q: 3 clusters Score -499956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -499956.531250 Penalty: 2801.770508
	Iteration 59Q: 3 clusters Score -499956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -499957.218750 Penalty: 2801.770508
	Iteration 60F: 3 clusters Score -499957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -499956.906250 Penalty: 2801.770508
	Iteration 61Q: 3 clusters Score -499956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -499956.906250 Penalty: 2801.770508
	Iteration 62F: 3 clusters Score -499956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 4460 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 35543 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 11172 members 
Mstep: Class 13 contains 47774 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 9208 members 
Mstep: Class 17 contains 47325 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32345 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 1247 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 24026 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 729 members 
Mstep: Class 28 contains 15123 members 
Mstep: Class 29 contains 42848 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 36664 members 
Mstep: Class 32 contains 2097 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 42329 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6429 members 
Mstep: Class 39 contains 8480 members 
Mstep: Class 40 contains 27224 members 
Mstep: Class 41 contains 2723 members 
Mstep: Class 42 contains 1086 members 
Entering Unmasked Estep 
Score: -49770888.000000 Penalty: 90129.382812
Splitting cluster 5 changes total score from -49771340.000000 to -49770888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -435690.468750 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -435690.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -431763.187500 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -431763.2 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -432908.687500 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -432908.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -433136.437500 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -433136.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -433320.187500 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -433320.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -433487.031250 Penalty: 2757.853271
	Iteration 4F: 3 clusters Score -433487 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -433631.968750 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -433632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -433748.250000 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -433748.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -433851.125000 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -433851.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -433961.468750 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -433961.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -434063.250000 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -434063.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -434136.781250 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -434136.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -434192.375000 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -434192.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -434241.187500 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -434241.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -434280.781250 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -434280.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -434313.812500 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -434313.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -434339.250000 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -434339.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -434351.968750 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -434352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -434360.687500 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -434360.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -434367.031250 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -434367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -434372.312500 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -434372.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -434377.750000 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -434377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -434379.781250 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -434379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -434385.156250 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -434385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -434387.156250 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -434387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -434388.031250 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -434388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -434391.281250 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -434391.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -434394.218750 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -434394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -434396.187500 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -434396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -434398.562500 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -434398.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -434399.875000 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -434399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -434401.000000 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -434401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -434402.031250 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -434402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -434402.437500 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -434402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -434403.687500 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -434403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -434404.593750 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -434404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -434405.906250 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -434405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -434406.875000 Penalty: 2757.853271
	Iteration 36Q: 3 clusters Score -434406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -434407.062500 Penalty: 2757.853271
	Iteration 37Q: 3 clusters Score -434407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -434407.062500 Penalty: 2757.853271
	Iteration 38F: 3 clusters Score -434407.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -234328.500000 Penalty: 1281.304810
	Iteration 0F: 2 clusters Score -234328.5 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 1308 members 
Entering Unmasked Estep 
Score: -231875.859375 Penalty: 2562.609619
	Iteration 0F: 3 clusters Score -231875.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -232615.484375 Penalty: 2562.609619
	Iteration 1F: 3 clusters Score -232615.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -232931.578125 Penalty: 2562.609619
	Iteration 2F: 3 clusters Score -232931.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -233172.687500 Penalty: 2562.609619
	Iteration 3F: 3 clusters Score -233172.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -233352.453125 Penalty: 2562.609619
	Iteration 4F: 3 clusters Score -233352.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -233551.390625 Penalty: 2562.609619
	Iteration 5F: 3 clusters Score -233551.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -233672.937500 Penalty: 2562.609619
	Iteration 6Q: 3 clusters Score -233672.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -233733.031250 Penalty: 2562.609619
	Iteration 7Q: 3 clusters Score -233733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -233788.546875 Penalty: 2562.609619
	Iteration 8Q: 3 clusters Score -233788.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -233861.718750 Penalty: 2562.609619
	Iteration 9Q: 3 clusters Score -233861.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -233948.015625 Penalty: 2562.609619
	Iteration 10Q: 3 clusters Score -233948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -234064.968750 Penalty: 2562.609619
	Iteration 11Q: 3 clusters Score -234065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -234233.859375 Penalty: 2562.609619
	Iteration 12Q: 3 clusters Score -234233.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -234451.984375 Penalty: 2562.609619
	Iteration 13F: 3 clusters Score -234452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234731.500000 Penalty: 2562.609619
	Iteration 14F: 3 clusters Score -234731.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -234929.781250 Penalty: 2562.609619
	Iteration 15Q: 3 clusters Score -234929.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -235014.156250 Penalty: 2562.609619
	Iteration 16Q: 3 clusters Score -235014.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -235053.484375 Penalty: 2562.609619
	Iteration 17Q: 3 clusters Score -235053.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235071.375000 Penalty: 2562.609619
	Iteration 18Q: 3 clusters Score -235071.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -235089.328125 Penalty: 2562.609619
	Iteration 19Q: 3 clusters Score -235089.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -235104.234375 Penalty: 2562.609619
	Iteration 20F: 3 clusters Score -235104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -235109.921875 Penalty: 2562.609619
	Iteration 21Q: 3 clusters Score -235109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -235112.515625 Penalty: 2562.609619
	Iteration 22Q: 3 clusters Score -235112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -235117.218750 Penalty: 2562.609619
	Iteration 23Q: 3 clusters Score -235117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -235124.437500 Penalty: 2562.609619
	Iteration 24Q: 3 clusters Score -235124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -235125.703125 Penalty: 2562.609619
	Iteration 25Q: 3 clusters Score -235125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -235129.296875 Penalty: 2562.609619
	Iteration 26Q: 3 clusters Score -235129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -235129.296875 Penalty: 2562.609619
	Iteration 27F: 3 clusters Score -235129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 5546 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 35543 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 11172 members 
Mstep: Class 13 contains 47774 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 9208 members 
Mstep: Class 17 contains 47325 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32345 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 1247 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 24026 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 729 members 
Mstep: Class 28 contains 15123 members 
Mstep: Class 29 contains 42848 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 36664 members 
Mstep: Class 32 contains 2097 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 42329 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6429 members 
Mstep: Class 39 contains 8480 members 
Mstep: Class 40 contains 27224 members 
Mstep: Class 41 contains 2723 members 
Mstep: Class 42 contains 792 members 
Entering Unmasked Estep 
Score: -49771356.000000 Penalty: 90129.382812
Splitting cluster 7 changes total score from -49771340.000000 to -49771356.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 8 (35543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Entering Unmasked Estep 
Score: -3479942.250000 Penalty: 1702.755981
	Iteration 0F: 2 clusters Score -3479942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3457647.000000 Penalty: 3405.511963
	Iteration 0F: 3 clusters Score -3457647 nChanged 16530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3466780.250000 Penalty: 3405.511963
	Iteration 1F: 3 clusters Score -3466780 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3467096.750000 Penalty: 3405.511963
	Iteration 2Q: 3 clusters Score -3467097 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3467384.250000 Penalty: 3405.511963
	Iteration 3Q: 3 clusters Score -3467384 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3467633.250000 Penalty: 3405.511963
	Iteration 4Q: 3 clusters Score -3467633 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3467879.000000 Penalty: 3405.511963
	Iteration 5Q: 3 clusters Score -3467879 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3468154.500000 Penalty: 3405.511963
	Iteration 6Q: 3 clusters Score -3468154 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3468440.500000 Penalty: 3405.511963
	Iteration 7Q: 3 clusters Score -3468440 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3468776.750000 Penalty: 3405.511963
	Iteration 8Q: 3 clusters Score -3468777 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3469228.500000 Penalty: 3405.511963
	Iteration 9Q: 3 clusters Score -3469228 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3469840.750000 Penalty: 3405.511963
	Iteration 10Q: 3 clusters Score -3469841 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3470594.750000 Penalty: 3405.511963
	Iteration 11Q: 3 clusters Score -3470595 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3471458.500000 Penalty: 3405.511963
	Iteration 12Q: 3 clusters Score -3471458 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3472350.500000 Penalty: 3405.511963
	Iteration 13Q: 3 clusters Score -3472350 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3473193.750000 Penalty: 3405.511963
	Iteration 14Q: 3 clusters Score -3473194 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3473912.750000 Penalty: 3405.511963
	Iteration 15Q: 3 clusters Score -3473913 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3474393.750000 Penalty: 3405.511963
	Iteration 16Q: 3 clusters Score -3474394 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3474706.000000 Penalty: 3405.511963
	Iteration 17Q: 3 clusters Score -3474706 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3474945.750000 Penalty: 3405.511963
	Iteration 18Q: 3 clusters Score -3474946 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3475145.750000 Penalty: 3405.511963
	Iteration 19Q: 3 clusters Score -3475146 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3475246.000000 Penalty: 3405.511963
	Iteration 20F: 3 clusters Score -3475246 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3475336.750000 Penalty: 3405.511963
	Iteration 21Q: 3 clusters Score -3475337 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3475424.500000 Penalty: 3405.511963
	Iteration 22Q: 3 clusters Score -3475424 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3475520.250000 Penalty: 3405.511963
	Iteration 23Q: 3 clusters Score -3475520 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3475621.500000 Penalty: 3405.511963
	Iteration 24Q: 3 clusters Score -3475622 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3475724.250000 Penalty: 3405.511963
	Iteration 25Q: 3 clusters Score -3475724 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3475814.000000 Penalty: 3405.511963
	Iteration 26Q: 3 clusters Score -3475814 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3475875.750000 Penalty: 3405.511963
	Iteration 27Q: 3 clusters Score -3475876 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3475971.500000 Penalty: 3405.511963
	Iteration 28Q: 3 clusters Score -3475972 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3476041.000000 Penalty: 3405.511963
	Iteration 29Q: 3 clusters Score -3476041 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3476115.750000 Penalty: 3405.511963
	Iteration 30Q: 3 clusters Score -3476116 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3476188.750000 Penalty: 3405.511963
	Iteration 31Q: 3 clusters Score -3476189 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3476266.000000 Penalty: 3405.511963
	Iteration 32Q: 3 clusters Score -3476266 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3476342.000000 Penalty: 3405.511963
	Iteration 33Q: 3 clusters Score -3476342 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3476406.750000 Penalty: 3405.511963
	Iteration 34Q: 3 clusters Score -3476407 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3476461.250000 Penalty: 3405.511963
	Iteration 35Q: 3 clusters Score -3476461 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3476518.250000 Penalty: 3405.511963
	Iteration 36Q: 3 clusters Score -3476518 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3476560.000000 Penalty: 3405.511963
	Iteration 37Q: 3 clusters Score -3476560 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3476602.250000 Penalty: 3405.511963
	Iteration 38Q: 3 clusters Score -3476602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3476628.000000 Penalty: 3405.511963
	Iteration 39Q: 3 clusters Score -3476628 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3476677.500000 Penalty: 3405.511963
	Iteration 40F: 3 clusters Score -3476678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3476688.250000 Penalty: 3405.511963
	Iteration 41Q: 3 clusters Score -3476688 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3476702.500000 Penalty: 3405.511963
	Iteration 42Q: 3 clusters Score -3476702 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3476724.500000 Penalty: 3405.511963
	Iteration 43Q: 3 clusters Score -3476724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3476735.500000 Penalty: 3405.511963
	Iteration 44Q: 3 clusters Score -3476736 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3476763.250000 Penalty: 3405.511963
	Iteration 45Q: 3 clusters Score -3476763 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3476774.000000 Penalty: 3405.511963
	Iteration 46Q: 3 clusters Score -3476774 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3476801.000000 Penalty: 3405.511963
	Iteration 47Q: 3 clusters Score -3476801 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3476825.250000 Penalty: 3405.511963
	Iteration 48Q: 3 clusters Score -3476825 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3476855.750000 Penalty: 3405.511963
	Iteration 49Q: 3 clusters Score -3476856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3476872.000000 Penalty: 3405.511963
	Iteration 50Q: 3 clusters Score -3476872 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3476897.000000 Penalty: 3405.511963
	Iteration 51Q: 3 clusters Score -3476897 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3476911.000000 Penalty: 3405.511963
	Iteration 52Q: 3 clusters Score -3476911 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3476934.000000 Penalty: 3405.511963
	Iteration 53Q: 3 clusters Score -3476934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3476946.000000 Penalty: 3405.511963
	Iteration 54Q: 3 clusters Score -3476946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3476966.000000 Penalty: 3405.511963
	Iteration 55Q: 3 clusters Score -3476966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3476974.750000 Penalty: 3405.511963
	Iteration 56Q: 3 clusters Score -3476975 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3476984.500000 Penalty: 3405.511963
	Iteration 57Q: 3 clusters Score -3476984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3477002.250000 Penalty: 3405.511963
	Iteration 58Q: 3 clusters Score -3477002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3477019.750000 Penalty: 3405.511963
	Iteration 59Q: 3 clusters Score -3477020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3477035.750000 Penalty: 3405.511963
	Iteration 60F: 3 clusters Score -3477036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3477055.750000 Penalty: 3405.511963
	Iteration 61Q: 3 clusters Score -3477056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3477086.000000 Penalty: 3405.511963
	Iteration 62Q: 3 clusters Score -3477086 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3477147.000000 Penalty: 3405.511963
	Iteration 63Q: 3 clusters Score -3477147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3477177.500000 Penalty: 3405.511963
	Iteration 64Q: 3 clusters Score -3477178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3477209.750000 Penalty: 3405.511963
	Iteration 65Q: 3 clusters Score -3477210 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3477253.000000 Penalty: 3405.511963
	Iteration 66Q: 3 clusters Score -3477253 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3477264.000000 Penalty: 3405.511963
	Iteration 67Q: 3 clusters Score -3477264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3477293.250000 Penalty: 3405.511963
	Iteration 68Q: 3 clusters Score -3477293 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3477315.000000 Penalty: 3405.511963
	Iteration 69Q: 3 clusters Score -3477315 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3477344.750000 Penalty: 3405.511963
	Iteration 70Q: 3 clusters Score -3477345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3477387.000000 Penalty: 3405.511963
	Iteration 71Q: 3 clusters Score -3477387 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3477445.500000 Penalty: 3405.511963
	Iteration 72Q: 3 clusters Score -3477446 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3477527.250000 Penalty: 3405.511963
	Iteration 73Q: 3 clusters Score -3477527 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3477609.500000 Penalty: 3405.511963
	Iteration 74Q: 3 clusters Score -3477610 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3477703.500000 Penalty: 3405.511963
	Iteration 75Q: 3 clusters Score -3477704 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3477805.750000 Penalty: 3405.511963
	Iteration 76Q: 3 clusters Score -3477806 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3477909.500000 Penalty: 3405.511963
	Iteration 77Q: 3 clusters Score -3477910 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3478033.750000 Penalty: 3405.511963
	Iteration 78Q: 3 clusters Score -3478034 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3478169.500000 Penalty: 3405.511963
	Iteration 79Q: 3 clusters Score -3478170 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3478285.500000 Penalty: 3405.511963
	Iteration 80F: 3 clusters Score -3478286 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3478402.750000 Penalty: 3405.511963
	Iteration 81Q: 3 clusters Score -3478403 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3478500.500000 Penalty: 3405.511963
	Iteration 82Q: 3 clusters Score -3478500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3478566.750000 Penalty: 3405.511963
	Iteration 83Q: 3 clusters Score -3478567 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3478628.750000 Penalty: 3405.511963
	Iteration 84Q: 3 clusters Score -3478629 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3478702.250000 Penalty: 3405.511963
	Iteration 85Q: 3 clusters Score -3478702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3478757.250000 Penalty: 3405.511963
	Iteration 86Q: 3 clusters Score -3478757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3478822.500000 Penalty: 3405.511963
	Iteration 87Q: 3 clusters Score -3478822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3478894.250000 Penalty: 3405.511963
	Iteration 88Q: 3 clusters Score -3478894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3478958.250000 Penalty: 3405.511963
	Iteration 89Q: 3 clusters Score -3478958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3479021.500000 Penalty: 3405.511963
	Iteration 90Q: 3 clusters Score -3479022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3479080.250000 Penalty: 3405.511963
	Iteration 91Q: 3 clusters Score -3479080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3479125.500000 Penalty: 3405.511963
	Iteration 92Q: 3 clusters Score -3479126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3479163.750000 Penalty: 3405.511963
	Iteration 93Q: 3 clusters Score -3479164 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3479212.000000 Penalty: 3405.511963
	Iteration 94Q: 3 clusters Score -3479212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3479239.250000 Penalty: 3405.511963
	Iteration 95Q: 3 clusters Score -3479239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3479264.000000 Penalty: 3405.511963
	Iteration 96Q: 3 clusters Score -3479264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3479277.250000 Penalty: 3405.511963
	Iteration 97Q: 3 clusters Score -3479277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3479293.000000 Penalty: 3405.511963
	Iteration 98Q: 3 clusters Score -3479293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3479314.500000 Penalty: 3405.511963
	Iteration 99Q: 3 clusters Score -3479314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3479322.750000 Penalty: 3405.511963
	Iteration 100F: 3 clusters Score -3479323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3479319.250000 Penalty: 3405.511963
	Iteration 101Q: 3 clusters Score -3479319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3479318.750000 Penalty: 3405.511963
	Iteration 102Q: 3 clusters Score -3479319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3479325.000000 Penalty: 3405.511963
	Iteration 103Q: 3 clusters Score -3479325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3479314.500000 Penalty: 3405.511963
	Iteration 104Q: 3 clusters Score -3479314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3479309.250000 Penalty: 3405.511963
	Iteration 105Q: 3 clusters Score -3479309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3479302.250000 Penalty: 3405.511963
	Iteration 106Q: 3 clusters Score -3479302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3479302.250000 Penalty: 3405.511963
	Iteration 107Q: 3 clusters Score -3479302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3479306.500000 Penalty: 3405.511963
	Iteration 108Q: 3 clusters Score -3479306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3479303.750000 Penalty: 3405.511963
	Iteration 109Q: 3 clusters Score -3479304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3479302.250000 Penalty: 3405.511963
	Iteration 110Q: 3 clusters Score -3479302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3479303.250000 Penalty: 3405.511963
	Iteration 111Q: 3 clusters Score -3479303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3479290.250000 Penalty: 3405.511963
	Iteration 112Q: 3 clusters Score -3479290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3479288.750000 Penalty: 3405.511963
	Iteration 113Q: 3 clusters Score -3479289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3479278.500000 Penalty: 3405.511963
	Iteration 114Q: 3 clusters Score -3479278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3479279.500000 Penalty: 3405.511963
	Iteration 115Q: 3 clusters Score -3479280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3479277.750000 Penalty: 3405.511963
	Iteration 116Q: 3 clusters Score -3479278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3479272.250000 Penalty: 3405.511963
	Iteration 117Q: 3 clusters Score -3479272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3479273.750000 Penalty: 3405.511963
	Iteration 118Q: 3 clusters Score -3479274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3479270.500000 Penalty: 3405.511963
	Iteration 119Q: 3 clusters Score -3479270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3479266.250000 Penalty: 3405.511963
	Iteration 120F: 3 clusters Score -3479266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3479269.000000 Penalty: 3405.511963
	Iteration 121Q: 3 clusters Score -3479269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3479265.750000 Penalty: 3405.511963
	Iteration 122Q: 3 clusters Score -3479266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3479266.750000 Penalty: 3405.511963
	Iteration 123Q: 3 clusters Score -3479267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3479266.500000 Penalty: 3405.511963
	Iteration 124Q: 3 clusters Score -3479266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3479263.750000 Penalty: 3405.511963
	Iteration 125Q: 3 clusters Score -3479264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3479263.750000 Penalty: 3405.511963
	Iteration 126F: 3 clusters Score -3479264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -464648.125000 Penalty: 1380.329346
	Iteration 0F: 2 clusters Score -464648.1 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 2477 members 
Entering Unmasked Estep 
Score: -460754.531250 Penalty: 2760.658691
	Iteration 0F: 3 clusters Score -460754.5 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -461801.500000 Penalty: 2760.658691
	Iteration 1F: 3 clusters Score -461801.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -461959.625000 Penalty: 2760.658691
	Iteration 2F: 3 clusters Score -461959.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -462061.687500 Penalty: 2760.658691
	Iteration 3F: 3 clusters Score -462061.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -462134.718750 Penalty: 2760.658691
	Iteration 4Q: 3 clusters Score -462134.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -462194.250000 Penalty: 2760.658691
	Iteration 5Q: 3 clusters Score -462194.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -462235.562500 Penalty: 2760.658691
	Iteration 6Q: 3 clusters Score -462235.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -462260.625000 Penalty: 2760.658691
	Iteration 7Q: 3 clusters Score -462260.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -462284.000000 Penalty: 2760.658691
	Iteration 8Q: 3 clusters Score -462284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -462303.375000 Penalty: 2760.658691
	Iteration 9Q: 3 clusters Score -462303.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -462318.437500 Penalty: 2760.658691
	Iteration 10Q: 3 clusters Score -462318.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -462331.781250 Penalty: 2760.658691
	Iteration 11Q: 3 clusters Score -462331.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -462344.968750 Penalty: 2760.658691
	Iteration 12Q: 3 clusters Score -462345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -462358.625000 Penalty: 2760.658691
	Iteration 13Q: 3 clusters Score -462358.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -462370.093750 Penalty: 2760.658691
	Iteration 14Q: 3 clusters Score -462370.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -462382.562500 Penalty: 2760.658691
	Iteration 15Q: 3 clusters Score -462382.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -462399.406250 Penalty: 2760.658691
	Iteration 16Q: 3 clusters Score -462399.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -462415.187500 Penalty: 2760.658691
	Iteration 17Q: 3 clusters Score -462415.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -462429.875000 Penalty: 2760.658691
	Iteration 18Q: 3 clusters Score -462429.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -462445.937500 Penalty: 2760.658691
	Iteration 19Q: 3 clusters Score -462445.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -462466.312500 Penalty: 2760.658691
	Iteration 20F: 3 clusters Score -462466.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -462490.687500 Penalty: 2760.658691
	Iteration 21Q: 3 clusters Score -462490.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -462520.656250 Penalty: 2760.658691
	Iteration 22Q: 3 clusters Score -462520.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -462548.687500 Penalty: 2760.658691
	Iteration 23Q: 3 clusters Score -462548.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -462586.812500 Penalty: 2760.658691
	Iteration 24Q: 3 clusters Score -462586.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -462627.875000 Penalty: 2760.658691
	Iteration 25Q: 3 clusters Score -462627.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -462677.281250 Penalty: 2760.658691
	Iteration 26Q: 3 clusters Score -462677.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -462734.406250 Penalty: 2760.658691
	Iteration 27Q: 3 clusters Score -462734.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -462780.781250 Penalty: 2760.658691
	Iteration 28Q: 3 clusters Score -462780.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -462826.593750 Penalty: 2760.658691
	Iteration 29Q: 3 clusters Score -462826.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -462870.718750 Penalty: 2760.658691
	Iteration 30Q: 3 clusters Score -462870.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -462924.531250 Penalty: 2760.658691
	Iteration 31Q: 3 clusters Score -462924.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -462973.875000 Penalty: 2760.658691
	Iteration 32Q: 3 clusters Score -462973.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -463021.625000 Penalty: 2760.658691
	Iteration 33Q: 3 clusters Score -463021.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -463072.843750 Penalty: 2760.658691
	Iteration 34Q: 3 clusters Score -463072.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -463124.781250 Penalty: 2760.658691
	Iteration 35Q: 3 clusters Score -463124.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -463168.562500 Penalty: 2760.658691
	Iteration 36Q: 3 clusters Score -463168.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -463199.500000 Penalty: 2760.658691
	Iteration 37Q: 3 clusters Score -463199.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -463220.312500 Penalty: 2760.658691
	Iteration 38Q: 3 clusters Score -463220.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -463233.937500 Penalty: 2760.658691
	Iteration 39Q: 3 clusters Score -463233.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -463240.687500 Penalty: 2760.658691
	Iteration 40F: 3 clusters Score -463240.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -463246.156250 Penalty: 2760.658691
	Iteration 41Q: 3 clusters Score -463246.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -463253.468750 Penalty: 2760.658691
	Iteration 42Q: 3 clusters Score -463253.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -463258.531250 Penalty: 2760.658691
	Iteration 43Q: 3 clusters Score -463258.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -463263.750000 Penalty: 2760.658691
	Iteration 44Q: 3 clusters Score -463263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -463269.437500 Penalty: 2760.658691
	Iteration 45Q: 3 clusters Score -463269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -463274.968750 Penalty: 2760.658691
	Iteration 46Q: 3 clusters Score -463275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -463279.937500 Penalty: 2760.658691
	Iteration 47Q: 3 clusters Score -463279.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -463289.750000 Penalty: 2760.658691
	Iteration 48Q: 3 clusters Score -463289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -463296.593750 Penalty: 2760.658691
	Iteration 49Q: 3 clusters Score -463296.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -463301.375000 Penalty: 2760.658691
	Iteration 50Q: 3 clusters Score -463301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -463305.687500 Penalty: 2760.658691
	Iteration 51Q: 3 clusters Score -463305.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -463308.718750 Penalty: 2760.658691
	Iteration 52Q: 3 clusters Score -463308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -463312.531250 Penalty: 2760.658691
	Iteration 53Q: 3 clusters Score -463312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -463317.562500 Penalty: 2760.658691
	Iteration 54Q: 3 clusters Score -463317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -463323.812500 Penalty: 2760.658691
	Iteration 55Q: 3 clusters Score -463323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -463332.281250 Penalty: 2760.658691
	Iteration 56Q: 3 clusters Score -463332.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -463343.156250 Penalty: 2760.658691
	Iteration 57Q: 3 clusters Score -463343.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -463360.437500 Penalty: 2760.658691
	Iteration 58Q: 3 clusters Score -463360.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -463378.312500 Penalty: 2760.658691
	Iteration 59Q: 3 clusters Score -463378.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -463389.281250 Penalty: 2760.658691
	Iteration 60F: 3 clusters Score -463389.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -463399.625000 Penalty: 2760.658691
	Iteration 61Q: 3 clusters Score -463399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -463408.250000 Penalty: 2760.658691
	Iteration 62Q: 3 clusters Score -463408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -463411.750000 Penalty: 2760.658691
	Iteration 63Q: 3 clusters Score -463411.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -463413.062500 Penalty: 2760.658691
	Iteration 64Q: 3 clusters Score -463413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -463413.718750 Penalty: 2760.658691
	Iteration 65Q: 3 clusters Score -463413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -463414.093750 Penalty: 2760.658691
	Iteration 66Q: 3 clusters Score -463414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -463414.093750 Penalty: 2760.658691
	Iteration 67F: 3 clusters Score -463414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -244410.609375 Penalty: 1282.158813
	Iteration 0F: 2 clusters Score -244410.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -241908.359375 Penalty: 2564.317627
	Iteration 0F: 3 clusters Score -241908.4 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -242548.703125 Penalty: 2564.317627
	Iteration 1F: 3 clusters Score -242548.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -242695.812500 Penalty: 2564.317627
	Iteration 2F: 3 clusters Score -242695.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -242803.984375 Penalty: 2564.317627
	Iteration 3F: 3 clusters Score -242804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242873.859375 Penalty: 2564.317627
	Iteration 4Q: 3 clusters Score -242873.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -242921.156250 Penalty: 2564.317627
	Iteration 5Q: 3 clusters Score -242921.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242964.828125 Penalty: 2564.317627
	Iteration 6Q: 3 clusters Score -242964.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -243003.093750 Penalty: 2564.317627
	Iteration 7Q: 3 clusters Score -243003.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -243048.328125 Penalty: 2564.317627
	Iteration 8Q: 3 clusters Score -243048.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -243092.500000 Penalty: 2564.317627
	Iteration 9Q: 3 clusters Score -243092.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243128.484375 Penalty: 2564.317627
	Iteration 10Q: 3 clusters Score -243128.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -243162.437500 Penalty: 2564.317627
	Iteration 11Q: 3 clusters Score -243162.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -243195.453125 Penalty: 2564.317627
	Iteration 12Q: 3 clusters Score -243195.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -243221.203125 Penalty: 2564.317627
	Iteration 13Q: 3 clusters Score -243221.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -243243.281250 Penalty: 2564.317627
	Iteration 14Q: 3 clusters Score -243243.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -243258.234375 Penalty: 2564.317627
	Iteration 15Q: 3 clusters Score -243258.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -243274.703125 Penalty: 2564.317627
	Iteration 16Q: 3 clusters Score -243274.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -243293.203125 Penalty: 2564.317627
	Iteration 17Q: 3 clusters Score -243293.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -243313.281250 Penalty: 2564.317627
	Iteration 18Q: 3 clusters Score -243313.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -243325.328125 Penalty: 2564.317627
	Iteration 19Q: 3 clusters Score -243325.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -243336.796875 Penalty: 2564.317627
	Iteration 20F: 3 clusters Score -243336.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -243345.203125 Penalty: 2564.317627
	Iteration 21Q: 3 clusters Score -243345.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -243355.484375 Penalty: 2564.317627
	Iteration 22Q: 3 clusters Score -243355.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -243361.093750 Penalty: 2564.317627
	Iteration 23Q: 3 clusters Score -243361.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -243369.406250 Penalty: 2564.317627
	Iteration 24Q: 3 clusters Score -243369.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -243375.703125 Penalty: 2564.317627
	Iteration 25Q: 3 clusters Score -243375.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -243383.578125 Penalty: 2564.317627
	Iteration 26Q: 3 clusters Score -243383.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -243391.906250 Penalty: 2564.317627
	Iteration 27Q: 3 clusters Score -243391.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -243396.343750 Penalty: 2564.317627
	Iteration 28Q: 3 clusters Score -243396.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243401.625000 Penalty: 2564.317627
	Iteration 29Q: 3 clusters Score -243401.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -243408.000000 Penalty: 2564.317627
	Iteration 30Q: 3 clusters Score -243408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243412.875000 Penalty: 2564.317627
	Iteration 31Q: 3 clusters Score -243412.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243419.156250 Penalty: 2564.317627
	Iteration 32Q: 3 clusters Score -243419.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243425.812500 Penalty: 2564.317627
	Iteration 33Q: 3 clusters Score -243425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243432.062500 Penalty: 2564.317627
	Iteration 34Q: 3 clusters Score -243432.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -243436.656250 Penalty: 2564.317627
	Iteration 35Q: 3 clusters Score -243436.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -243440.921875 Penalty: 2564.317627
	Iteration 36Q: 3 clusters Score -243440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -243445.203125 Penalty: 2564.317627
	Iteration 37Q: 3 clusters Score -243445.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -243449.046875 Penalty: 2564.317627
	Iteration 38Q: 3 clusters Score -243449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -243453.953125 Penalty: 2564.317627
	Iteration 39Q: 3 clusters Score -243454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -243457.312500 Penalty: 2564.317627
	Iteration 40F: 3 clusters Score -243457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -243459.921875 Penalty: 2564.317627
	Iteration 41Q: 3 clusters Score -243459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -243462.140625 Penalty: 2564.317627
	Iteration 42Q: 3 clusters Score -243462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -243463.390625 Penalty: 2564.317627
	Iteration 43Q: 3 clusters Score -243463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -243463.703125 Penalty: 2564.317627
	Iteration 44Q: 3 clusters Score -243463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -243464.218750 Penalty: 2564.317627
	Iteration 45Q: 3 clusters Score -243464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -243464.390625 Penalty: 2564.317627
	Iteration 46Q: 3 clusters Score -243464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -243465.328125 Penalty: 2564.317627
	Iteration 47Q: 3 clusters Score -243465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -243466.250000 Penalty: 2564.317627
	Iteration 48Q: 3 clusters Score -243466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -243468.156250 Penalty: 2564.317627
	Iteration 49Q: 3 clusters Score -243468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243468.406250 Penalty: 2564.317627
	Iteration 50Q: 3 clusters Score -243468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -243468.921875 Penalty: 2564.317627
	Iteration 51Q: 3 clusters Score -243468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -243468.921875 Penalty: 2564.317627
	Iteration 52F: 3 clusters Score -243468.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Entering Unmasked Estep 
Score: -576071.187500 Penalty: 1421.393066
	Iteration 0F: 2 clusters Score -576071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -571302.062500 Penalty: 2842.786133
	Iteration 0F: 3 clusters Score -571302.1 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -572691.000000 Penalty: 2842.786133
	Iteration 1F: 3 clusters Score -572691 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -572977.750000 Penalty: 2842.786133
	Iteration 2F: 3 clusters Score -572977.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -573228.125000 Penalty: 2842.786133
	Iteration 3F: 3 clusters Score -573228.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -573436.812500 Penalty: 2842.786133
	Iteration 4F: 3 clusters Score -573436.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -573637.125000 Penalty: 2842.786133
	Iteration 5F: 3 clusters Score -573637.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -573818.687500 Penalty: 2842.786133
	Iteration 6Q: 3 clusters Score -573818.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -573963.687500 Penalty: 2842.786133
	Iteration 7Q: 3 clusters Score -573963.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -574063.125000 Penalty: 2842.786133
	Iteration 8Q: 3 clusters Score -574063.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -574161.187500 Penalty: 2842.786133
	Iteration 9Q: 3 clusters Score -574161.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -574274.562500 Penalty: 2842.786133
	Iteration 10Q: 3 clusters Score -574274.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -574361.687500 Penalty: 2842.786133
	Iteration 11Q: 3 clusters Score -574361.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -574416.375000 Penalty: 2842.786133
	Iteration 12Q: 3 clusters Score -574416.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -574463.312500 Penalty: 2842.786133
	Iteration 13Q: 3 clusters Score -574463.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -574502.937500 Penalty: 2842.786133
	Iteration 14Q: 3 clusters Score -574502.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -574543.500000 Penalty: 2842.786133
	Iteration 15Q: 3 clusters Score -574543.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -574586.125000 Penalty: 2842.786133
	Iteration 16Q: 3 clusters Score -574586.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -574635.187500 Penalty: 2842.786133
	Iteration 17Q: 3 clusters Score -574635.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -574686.937500 Penalty: 2842.786133
	Iteration 18Q: 3 clusters Score -574686.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -574736.312500 Penalty: 2842.786133
	Iteration 19Q: 3 clusters Score -574736.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -574772.875000 Penalty: 2842.786133
	Iteration 20F: 3 clusters Score -574772.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -574813.125000 Penalty: 2842.786133
	Iteration 21Q: 3 clusters Score -574813.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -574856.687500 Penalty: 2842.786133
	Iteration 22Q: 3 clusters Score -574856.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -574892.625000 Penalty: 2842.786133
	Iteration 23Q: 3 clusters Score -574892.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -574924.000000 Penalty: 2842.786133
	Iteration 24Q: 3 clusters Score -574924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -574958.875000 Penalty: 2842.786133
	Iteration 25Q: 3 clusters Score -574958.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -574994.500000 Penalty: 2842.786133
	Iteration 26Q: 3 clusters Score -574994.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -575030.812500 Penalty: 2842.786133
	Iteration 27Q: 3 clusters Score -575030.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -575063.687500 Penalty: 2842.786133
	Iteration 28Q: 3 clusters Score -575063.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -575091.500000 Penalty: 2842.786133
	Iteration 29Q: 3 clusters Score -575091.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -575117.750000 Penalty: 2842.786133
	Iteration 30Q: 3 clusters Score -575117.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -575147.937500 Penalty: 2842.786133
	Iteration 31Q: 3 clusters Score -575147.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -575173.437500 Penalty: 2842.786133
	Iteration 32Q: 3 clusters Score -575173.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -575197.000000 Penalty: 2842.786133
	Iteration 33Q: 3 clusters Score -575197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -575212.687500 Penalty: 2842.786133
	Iteration 34Q: 3 clusters Score -575212.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -575235.812500 Penalty: 2842.786133
	Iteration 35Q: 3 clusters Score -575235.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -575258.750000 Penalty: 2842.786133
	Iteration 36Q: 3 clusters Score -575258.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -575280.312500 Penalty: 2842.786133
	Iteration 37Q: 3 clusters Score -575280.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -575294.500000 Penalty: 2842.786133
	Iteration 38Q: 3 clusters Score -575294.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -575306.312500 Penalty: 2842.786133
	Iteration 39Q: 3 clusters Score -575306.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -575311.687500 Penalty: 2842.786133
	Iteration 40F: 3 clusters Score -575311.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -575318.500000 Penalty: 2842.786133
	Iteration 41Q: 3 clusters Score -575318.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -575324.875000 Penalty: 2842.786133
	Iteration 42Q: 3 clusters Score -575324.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -575332.000000 Penalty: 2842.786133
	Iteration 43Q: 3 clusters Score -575332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -575340.125000 Penalty: 2842.786133
	Iteration 44Q: 3 clusters Score -575340.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -575347.062500 Penalty: 2842.786133
	Iteration 45Q: 3 clusters Score -575347.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -575351.875000 Penalty: 2842.786133
	Iteration 46Q: 3 clusters Score -575351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -575354.125000 Penalty: 2842.786133
	Iteration 47Q: 3 clusters Score -575354.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -575358.312500 Penalty: 2842.786133
	Iteration 48Q: 3 clusters Score -575358.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -575360.125000 Penalty: 2842.786133
	Iteration 49Q: 3 clusters Score -575360.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -575364.312500 Penalty: 2842.786133
	Iteration 50Q: 3 clusters Score -575364.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -575366.312500 Penalty: 2842.786133
	Iteration 51Q: 3 clusters Score -575366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -575369.125000 Penalty: 2842.786133
	Iteration 52Q: 3 clusters Score -575369.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -575372.187500 Penalty: 2842.786133
	Iteration 53Q: 3 clusters Score -575372.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -575373.000000 Penalty: 2842.786133
	Iteration 54Q: 3 clusters Score -575373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -575373.500000 Penalty: 2842.786133
	Iteration 55Q: 3 clusters Score -575373.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -575374.312500 Penalty: 2842.786133
	Iteration 56Q: 3 clusters Score -575374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -575375.562500 Penalty: 2842.786133
	Iteration 57Q: 3 clusters Score -575375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -575376.187500 Penalty: 2842.786133
	Iteration 58Q: 3 clusters Score -575376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -575378.500000 Penalty: 2842.786133
	Iteration 59Q: 3 clusters Score -575378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -575378.437500 Penalty: 2842.786133
	Iteration 60F: 3 clusters Score -575378.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Entering Unmasked Estep 
Score: -1046199.437500 Penalty: 1514.689453
	Iteration 0F: 2 clusters Score -1046199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1038187.625000 Penalty: 3029.378906
	Iteration 0F: 3 clusters Score -1038188 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1040862.000000 Penalty: 3029.378906
	Iteration 1F: 3 clusters Score -1040862 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1041069.750000 Penalty: 3029.378906
	Iteration 2F: 3 clusters Score -1041070 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1041230.125000 Penalty: 3029.378906
	Iteration 3Q: 3 clusters Score -1041230 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1041349.437500 Penalty: 3029.378906
	Iteration 4Q: 3 clusters Score -1041349 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1041450.250000 Penalty: 3029.378906
	Iteration 5Q: 3 clusters Score -1041450 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1041535.937500 Penalty: 3029.378906
	Iteration 6Q: 3 clusters Score -1041536 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1041612.437500 Penalty: 3029.378906
	Iteration 7Q: 3 clusters Score -1041612 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1041695.625000 Penalty: 3029.378906
	Iteration 8Q: 3 clusters Score -1041696 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1041785.250000 Penalty: 3029.378906
	Iteration 9Q: 3 clusters Score -1041785 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1041877.937500 Penalty: 3029.378906
	Iteration 10Q: 3 clusters Score -1041878 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1041986.750000 Penalty: 3029.378906
	Iteration 11Q: 3 clusters Score -1041987 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1042132.375000 Penalty: 3029.378906
	Iteration 12Q: 3 clusters Score -1042132 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1042337.250000 Penalty: 3029.378906
	Iteration 13Q: 3 clusters Score -1042337 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1042605.875000 Penalty: 3029.378906
	Iteration 14Q: 3 clusters Score -1042606 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1042877.437500 Penalty: 3029.378906
	Iteration 15Q: 3 clusters Score -1042877 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1043170.562500 Penalty: 3029.378906
	Iteration 16Q: 3 clusters Score -1043171 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1043456.625000 Penalty: 3029.378906
	Iteration 17Q: 3 clusters Score -1043457 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1043691.437500 Penalty: 3029.378906
	Iteration 18Q: 3 clusters Score -1043691 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1043873.625000 Penalty: 3029.378906
	Iteration 19Q: 3 clusters Score -1043874 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1044025.875000 Penalty: 3029.378906
	Iteration 20F: 3 clusters Score -1044026 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1044147.562500 Penalty: 3029.378906
	Iteration 21Q: 3 clusters Score -1044148 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1044251.750000 Penalty: 3029.378906
	Iteration 22Q: 3 clusters Score -1044252 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1044328.500000 Penalty: 3029.378906
	Iteration 23Q: 3 clusters Score -1044328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1044422.937500 Penalty: 3029.378906
	Iteration 24Q: 3 clusters Score -1044423 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1044510.875000 Penalty: 3029.378906
	Iteration 25Q: 3 clusters Score -1044511 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1044583.062500 Penalty: 3029.378906
	Iteration 26Q: 3 clusters Score -1044583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1044648.000000 Penalty: 3029.378906
	Iteration 27Q: 3 clusters Score -1044648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1044685.562500 Penalty: 3029.378906
	Iteration 28Q: 3 clusters Score -1044686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1044715.625000 Penalty: 3029.378906
	Iteration 29Q: 3 clusters Score -1044716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1044736.437500 Penalty: 3029.378906
	Iteration 30Q: 3 clusters Score -1044736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1044758.812500 Penalty: 3029.378906
	Iteration 31Q: 3 clusters Score -1044759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1044767.750000 Penalty: 3029.378906
	Iteration 32Q: 3 clusters Score -1044768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1044782.187500 Penalty: 3029.378906
	Iteration 33Q: 3 clusters Score -1044782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1044790.000000 Penalty: 3029.378906
	Iteration 34Q: 3 clusters Score -1044790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1044800.312500 Penalty: 3029.378906
	Iteration 35Q: 3 clusters Score -1044800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1044813.375000 Penalty: 3029.378906
	Iteration 36Q: 3 clusters Score -1044813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1044822.000000 Penalty: 3029.378906
	Iteration 37Q: 3 clusters Score -1044822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1044832.562500 Penalty: 3029.378906
	Iteration 38Q: 3 clusters Score -1044833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1044837.750000 Penalty: 3029.378906
	Iteration 39Q: 3 clusters Score -1044838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1044845.687500 Penalty: 3029.378906
	Iteration 40F: 3 clusters Score -1044846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1044851.375000 Penalty: 3029.378906
	Iteration 41Q: 3 clusters Score -1044851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1044856.687500 Penalty: 3029.378906
	Iteration 42Q: 3 clusters Score -1044857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1044863.562500 Penalty: 3029.378906
	Iteration 43Q: 3 clusters Score -1044864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1044868.375000 Penalty: 3029.378906
	Iteration 44Q: 3 clusters Score -1044868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1044873.125000 Penalty: 3029.378906
	Iteration 45Q: 3 clusters Score -1044873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1044876.125000 Penalty: 3029.378906
	Iteration 46Q: 3 clusters Score -1044876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1044880.250000 Penalty: 3029.378906
	Iteration 47Q: 3 clusters Score -1044880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1044884.250000 Penalty: 3029.378906
	Iteration 48Q: 3 clusters Score -1044884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1044889.312500 Penalty: 3029.378906
	Iteration 49Q: 3 clusters Score -1044889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1044895.687500 Penalty: 3029.378906
	Iteration 50Q: 3 clusters Score -1044896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1044900.562500 Penalty: 3029.378906
	Iteration 51Q: 3 clusters Score -1044901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1044904.937500 Penalty: 3029.378906
	Iteration 52Q: 3 clusters Score -1044905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1044909.937500 Penalty: 3029.378906
	Iteration 53Q: 3 clusters Score -1044910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1044911.437500 Penalty: 3029.378906
	Iteration 54Q: 3 clusters Score -1044911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1044911.437500 Penalty: 3029.378906
	Iteration 55F: 3 clusters Score -1044911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Entering Unmasked Estep 
Score: -4662791.500000 Penalty: 1750.813477
	Iteration 0F: 2 clusters Score -4662792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -4643631.000000 Penalty: 3501.626953
	Iteration 0F: 3 clusters Score -4643631 nChanged 22513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -4656663.500000 Penalty: 3501.626953
	Iteration 1F: 3 clusters Score -4656664 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -4657515.500000 Penalty: 3501.626953
	Iteration 2Q: 3 clusters Score -4657516 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -4658752.000000 Penalty: 3501.626953
	Iteration 3F: 3 clusters Score -4658752 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -4660650.500000 Penalty: 3501.626953
	Iteration 4F: 3 clusters Score -4660650 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -4662011.500000 Penalty: 3501.626953
	Iteration 5F: 3 clusters Score -4662012 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4661702.500000 Penalty: 3501.626953
	Iteration 6F: 3 clusters Score -4661702 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -4661447.000000 Penalty: 3501.626953
	Iteration 7F: 3 clusters Score -4661447 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -4661550.500000 Penalty: 3501.626953
	Iteration 8Q: 3 clusters Score -4661550 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -4661668.000000 Penalty: 3501.626953
	Iteration 9Q: 3 clusters Score -4661668 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -4661778.500000 Penalty: 3501.626953
	Iteration 10Q: 3 clusters Score -4661778 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -4661797.500000 Penalty: 3501.626953
	Iteration 11Q: 3 clusters Score -4661798 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -4661821.500000 Penalty: 3501.626953
	Iteration 12Q: 3 clusters Score -4661822 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -4661838.000000 Penalty: 3501.626953
	Iteration 13Q: 3 clusters Score -4661838 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -4661794.000000 Penalty: 3501.626953
	Iteration 14Q: 3 clusters Score -4661794 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -4661805.000000 Penalty: 3501.626953
	Iteration 15Q: 3 clusters Score -4661805 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -4661778.000000 Penalty: 3501.626953
	Iteration 16Q: 3 clusters Score -4661778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -4661772.000000 Penalty: 3501.626953
	Iteration 17Q: 3 clusters Score -4661772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -4661770.000000 Penalty: 3501.626953
	Iteration 18Q: 3 clusters Score -4661770 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -4661739.000000 Penalty: 3501.626953
	Iteration 19Q: 3 clusters Score -4661739 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -4661741.500000 Penalty: 3501.626953
	Iteration 20F: 3 clusters Score -4661742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -4661733.000000 Penalty: 3501.626953
	Iteration 21Q: 3 clusters Score -4661733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -4661746.000000 Penalty: 3501.626953
	Iteration 22Q: 3 clusters Score -4661746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -4661735.000000 Penalty: 3501.626953
	Iteration 23Q: 3 clusters Score -4661735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -4661713.000000 Penalty: 3501.626953
	Iteration 24Q: 3 clusters Score -4661713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -4661728.000000 Penalty: 3501.626953
	Iteration 25Q: 3 clusters Score -4661728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -4661724.500000 Penalty: 3501.626953
	Iteration 26Q: 3 clusters Score -4661724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -4661740.000000 Penalty: 3501.626953
	Iteration 27Q: 3 clusters Score -4661740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -4661736.500000 Penalty: 3501.626953
	Iteration 28Q: 3 clusters Score -4661736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -4661735.500000 Penalty: 3501.626953
	Iteration 29Q: 3 clusters Score -4661736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -4661742.000000 Penalty: 3501.626953
	Iteration 30Q: 3 clusters Score -4661742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -4661753.000000 Penalty: 3501.626953
	Iteration 31Q: 3 clusters Score -4661753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -4661744.500000 Penalty: 3501.626953
	Iteration 32Q: 3 clusters Score -4661744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -4661743.500000 Penalty: 3501.626953
	Iteration 33Q: 3 clusters Score -4661744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -4661746.500000 Penalty: 3501.626953
	Iteration 34Q: 3 clusters Score -4661746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -4661742.500000 Penalty: 3501.626953
	Iteration 35Q: 3 clusters Score -4661742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -4661740.500000 Penalty: 3501.626953
	Iteration 36Q: 3 clusters Score -4661740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -4661739.500000 Penalty: 3501.626953
	Iteration 37Q: 3 clusters Score -4661740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -4661739.500000 Penalty: 3501.626953
	Iteration 38F: 3 clusters Score -4661740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Entering Unmasked Estep 
Score: -299994.812500 Penalty: 1322.801392
	Iteration 0F: 2 clusters Score -299994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -296970.156250 Penalty: 2645.602783
	Iteration 0F: 3 clusters Score -296970.2 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -297785.625000 Penalty: 2645.602783
	Iteration 1F: 3 clusters Score -297785.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -297971.187500 Penalty: 2645.602783
	Iteration 2F: 3 clusters Score -297971.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -298153.500000 Penalty: 2645.602783
	Iteration 3F: 3 clusters Score -298153.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -298355.625000 Penalty: 2645.602783
	Iteration 4F: 3 clusters Score -298355.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -298639.750000 Penalty: 2645.602783
	Iteration 5F: 3 clusters Score -298639.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -298953.500000 Penalty: 2645.602783
	Iteration 6F: 3 clusters Score -298953.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -299309.875000 Penalty: 2645.602783
	Iteration 7F: 3 clusters Score -299309.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -299554.125000 Penalty: 2645.602783
	Iteration 8F: 3 clusters Score -299554.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -299687.406250 Penalty: 2645.602783
	Iteration 9Q: 3 clusters Score -299687.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -299774.187500 Penalty: 2645.602783
	Iteration 10Q: 3 clusters Score -299774.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -299812.562500 Penalty: 2645.602783
	Iteration 11Q: 3 clusters Score -299812.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -299838.718750 Penalty: 2645.602783
	Iteration 12Q: 3 clusters Score -299838.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -299853.875000 Penalty: 2645.602783
	Iteration 13Q: 3 clusters Score -299853.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -299863.312500 Penalty: 2645.602783
	Iteration 14Q: 3 clusters Score -299863.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -299868.625000 Penalty: 2645.602783
	Iteration 15Q: 3 clusters Score -299868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -299871.125000 Penalty: 2645.602783
	Iteration 16Q: 3 clusters Score -299871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -299870.968750 Penalty: 2645.602783
	Iteration 17Q: 3 clusters Score -299871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -299870.968750 Penalty: 2645.602783
	Iteration 18F: 3 clusters Score -299871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Entering Unmasked Estep 
Score: -1849631.625000 Penalty: 1609.032104
	Iteration 0F: 2 clusters Score -1849632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1835994.375000 Penalty: 3218.064209
	Iteration 0F: 3 clusters Score -1835994 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1841120.250000 Penalty: 3218.064209
	Iteration 1F: 3 clusters Score -1841120 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1841550.250000 Penalty: 3218.064209
	Iteration 2F: 3 clusters Score -1841550 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1841939.375000 Penalty: 3218.064209
	Iteration 3Q: 3 clusters Score -1841939 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1842357.250000 Penalty: 3218.064209
	Iteration 4Q: 3 clusters Score -1842357 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1842858.625000 Penalty: 3218.064209
	Iteration 5Q: 3 clusters Score -1842859 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1843557.500000 Penalty: 3218.064209
	Iteration 6F: 3 clusters Score -1843558 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1844424.875000 Penalty: 3218.064209
	Iteration 7F: 3 clusters Score -1844425 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1845382.000000 Penalty: 3218.064209
	Iteration 8F: 3 clusters Score -1845382 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1846260.000000 Penalty: 3218.064209
	Iteration 9F: 3 clusters Score -1846260 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1846958.375000 Penalty: 3218.064209
	Iteration 10Q: 3 clusters Score -1846958 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1847513.625000 Penalty: 3218.064209
	Iteration 11Q: 3 clusters Score -1847514 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1847872.250000 Penalty: 3218.064209
	Iteration 12Q: 3 clusters Score -1847872 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1848076.875000 Penalty: 3218.064209
	Iteration 13Q: 3 clusters Score -1848077 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1848192.500000 Penalty: 3218.064209
	Iteration 14Q: 3 clusters Score -1848192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1848272.000000 Penalty: 3218.064209
	Iteration 15Q: 3 clusters Score -1848272 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1848313.500000 Penalty: 3218.064209
	Iteration 16Q: 3 clusters Score -1848314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1848358.125000 Penalty: 3218.064209
	Iteration 17Q: 3 clusters Score -1848358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1848379.875000 Penalty: 3218.064209
	Iteration 18Q: 3 clusters Score -1848380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1848399.625000 Penalty: 3218.064209
	Iteration 19Q: 3 clusters Score -1848400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1848413.625000 Penalty: 3218.064209
	Iteration 20F: 3 clusters Score -1848414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1848426.375000 Penalty: 3218.064209
	Iteration 21Q: 3 clusters Score -1848426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1848436.375000 Penalty: 3218.064209
	Iteration 22Q: 3 clusters Score -1848436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1848447.375000 Penalty: 3218.064209
	Iteration 23Q: 3 clusters Score -1848447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1848460.875000 Penalty: 3218.064209
	Iteration 24Q: 3 clusters Score -1848461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1848474.250000 Penalty: 3218.064209
	Iteration 25Q: 3 clusters Score -1848474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1848483.625000 Penalty: 3218.064209
	Iteration 26Q: 3 clusters Score -1848484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1848491.875000 Penalty: 3218.064209
	Iteration 27Q: 3 clusters Score -1848492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1848495.125000 Penalty: 3218.064209
	Iteration 28Q: 3 clusters Score -1848495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1848497.875000 Penalty: 3218.064209
	Iteration 29Q: 3 clusters Score -1848498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1848496.000000 Penalty: 3218.064209
	Iteration 30Q: 3 clusters Score -1848496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1848497.125000 Penalty: 3218.064209
	Iteration 31Q: 3 clusters Score -1848497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1848497.125000 Penalty: 3218.064209
	Iteration 32F: 3 clusters Score -1848497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Entering Unmasked Estep 
Score: -847422.437500 Penalty: 1483.271973
	Iteration 0F: 2 clusters Score -847422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -840751.625000 Penalty: 2966.543945
	Iteration 0F: 3 clusters Score -840751.6 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -842930.937500 Penalty: 2966.543945
	Iteration 1F: 3 clusters Score -842930.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -843223.187500 Penalty: 2966.543945
	Iteration 2F: 3 clusters Score -843223.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -843503.125000 Penalty: 2966.543945
	Iteration 3F: 3 clusters Score -843503.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -843796.812500 Penalty: 2966.543945
	Iteration 4F: 3 clusters Score -843796.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -844144.125000 Penalty: 2966.543945
	Iteration 5F: 3 clusters Score -844144.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -844523.562500 Penalty: 2966.543945
	Iteration 6F: 3 clusters Score -844523.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -844977.000000 Penalty: 2966.543945
	Iteration 7F: 3 clusters Score -844977 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -845412.312500 Penalty: 2966.543945
	Iteration 8F: 3 clusters Score -845412.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -845842.125000 Penalty: 2966.543945
	Iteration 9F: 3 clusters Score -845842.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -846250.125000 Penalty: 2966.543945
	Iteration 10F: 3 clusters Score -846250.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -846637.812500 Penalty: 2966.543945
	Iteration 11Q: 3 clusters Score -846637.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -847021.750000 Penalty: 2966.543945
	Iteration 12Q: 3 clusters Score -847021.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -847400.312500 Penalty: 2966.543945
	Iteration 13Q: 3 clusters Score -847400.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -847672.000000 Penalty: 2966.543945
	Iteration 14Q: 3 clusters Score -847672 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -847810.937500 Penalty: 2966.543945
	Iteration 15Q: 3 clusters Score -847810.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -847886.437500 Penalty: 2966.543945
	Iteration 16Q: 3 clusters Score -847886.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -847927.750000 Penalty: 2966.543945
	Iteration 17Q: 3 clusters Score -847927.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -847958.625000 Penalty: 2966.543945
	Iteration 18Q: 3 clusters Score -847958.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -847978.625000 Penalty: 2966.543945
	Iteration 19Q: 3 clusters Score -847978.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -847990.750000 Penalty: 2966.543945
	Iteration 20F: 3 clusters Score -847990.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -847998.312500 Penalty: 2966.543945
	Iteration 21Q: 3 clusters Score -847998.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -848000.437500 Penalty: 2966.543945
	Iteration 22Q: 3 clusters Score -848000.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -848003.687500 Penalty: 2966.543945
	Iteration 23Q: 3 clusters Score -848003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -848005.500000 Penalty: 2966.543945
	Iteration 24Q: 3 clusters Score -848005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -848006.562500 Penalty: 2966.543945
	Iteration 25Q: 3 clusters Score -848006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -848006.687500 Penalty: 2966.543945
	Iteration 26Q: 3 clusters Score -848006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -848006.687500 Penalty: 2966.543945
	Iteration 27F: 3 clusters Score -848006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 5546 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 35543 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 11172 members 
Mstep: Class 13 contains 47774 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 47325 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32345 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 1247 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 24026 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 729 members 
Mstep: Class 28 contains 15123 members 
Mstep: Class 29 contains 42848 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 36664 members 
Mstep: Class 32 contains 2097 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 42329 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6429 members 
Mstep: Class 39 contains 8480 members 
Mstep: Class 40 contains 27224 members 
Mstep: Class 41 contains 2723 members 
Mstep: Class 42 contains 792 members 
Mstep: Class 43 contains 6893 members 
Entering Unmasked Estep 
Score: -49771240.000000 Penalty: 92275.320312
Splitting cluster 16 changes total score from -49771340.000000 to -49771240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (47325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Entering Unmasked Estep 
Score: -4458063.000000 Penalty: 1749.279053
	Iteration 0F: 2 clusters Score -4458063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -4432074.500000 Penalty: 3498.558105
	Iteration 0F: 3 clusters Score -4432074 nChanged 22089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4444511.000000 Penalty: 3498.558105
	Iteration 1F: 3 clusters Score -4444511 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -4444914.000000 Penalty: 3498.558105
	Iteration 2Q: 3 clusters Score -4444914 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4445362.000000 Penalty: 3498.558105
	Iteration 3Q: 3 clusters Score -4445362 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -4445754.000000 Penalty: 3498.558105
	Iteration 4Q: 3 clusters Score -4445754 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4446080.500000 Penalty: 3498.558105
	Iteration 5Q: 3 clusters Score -4446080 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4446394.500000 Penalty: 3498.558105
	Iteration 6Q: 3 clusters Score -4446394 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4446662.500000 Penalty: 3498.558105
	Iteration 7Q: 3 clusters Score -4446662 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4446833.500000 Penalty: 3498.558105
	Iteration 8Q: 3 clusters Score -4446834 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4447009.500000 Penalty: 3498.558105
	Iteration 9Q: 3 clusters Score -4447010 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -4447247.000000 Penalty: 3498.558105
	Iteration 10Q: 3 clusters Score -4447247 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4447663.000000 Penalty: 3498.558105
	Iteration 11Q: 3 clusters Score -4447663 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -4448343.000000 Penalty: 3498.558105
	Iteration 12Q: 3 clusters Score -4448343 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4449383.000000 Penalty: 3498.558105
	Iteration 13Q: 3 clusters Score -4449383 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4450783.500000 Penalty: 3498.558105
	Iteration 14Q: 3 clusters Score -4450784 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4452625.000000 Penalty: 3498.558105
	Iteration 15F: 3 clusters Score -4452625 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4454277.000000 Penalty: 3498.558105
	Iteration 16F: 3 clusters Score -4454277 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -4455168.000000 Penalty: 3498.558105
	Iteration 17F: 3 clusters Score -4455168 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4455701.500000 Penalty: 3498.558105
	Iteration 18Q: 3 clusters Score -4455702 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -4455989.000000 Penalty: 3498.558105
	Iteration 19Q: 3 clusters Score -4455989 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -4456085.000000 Penalty: 3498.558105
	Iteration 20F: 3 clusters Score -4456085 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -4456154.000000 Penalty: 3498.558105
	Iteration 21Q: 3 clusters Score -4456154 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -4456220.000000 Penalty: 3498.558105
	Iteration 22Q: 3 clusters Score -4456220 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -4456243.000000 Penalty: 3498.558105
	Iteration 23Q: 3 clusters Score -4456243 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -4456257.000000 Penalty: 3498.558105
	Iteration 24Q: 3 clusters Score -4456257 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -4456310.000000 Penalty: 3498.558105
	Iteration 25Q: 3 clusters Score -4456310 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -4456347.500000 Penalty: 3498.558105
	Iteration 26Q: 3 clusters Score -4456348 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -4456422.000000 Penalty: 3498.558105
	Iteration 27Q: 3 clusters Score -4456422 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -4456482.000000 Penalty: 3498.558105
	Iteration 28Q: 3 clusters Score -4456482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -4456552.000000 Penalty: 3498.558105
	Iteration 29Q: 3 clusters Score -4456552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -4456577.000000 Penalty: 3498.558105
	Iteration 30Q: 3 clusters Score -4456577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -4456591.000000 Penalty: 3498.558105
	Iteration 31Q: 3 clusters Score -4456591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -4456617.500000 Penalty: 3498.558105
	Iteration 32Q: 3 clusters Score -4456618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -4456627.500000 Penalty: 3498.558105
	Iteration 33Q: 3 clusters Score -4456628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -4456638.500000 Penalty: 3498.558105
	Iteration 34Q: 3 clusters Score -4456638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -4456647.500000 Penalty: 3498.558105
	Iteration 35Q: 3 clusters Score -4456648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -4456645.000000 Penalty: 3498.558105
	Iteration 36Q: 3 clusters Score -4456645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -4456650.500000 Penalty: 3498.558105
	Iteration 37Q: 3 clusters Score -4456650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -4456662.000000 Penalty: 3498.558105
	Iteration 38Q: 3 clusters Score -4456662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -4456669.000000 Penalty: 3498.558105
	Iteration 39Q: 3 clusters Score -4456669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -4456676.000000 Penalty: 3498.558105
	Iteration 40F: 3 clusters Score -4456676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -4456679.500000 Penalty: 3498.558105
	Iteration 41Q: 3 clusters Score -4456680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -4456680.000000 Penalty: 3498.558105
	Iteration 42Q: 3 clusters Score -4456680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -4456682.000000 Penalty: 3498.558105
	Iteration 43Q: 3 clusters Score -4456682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -4456681.000000 Penalty: 3498.558105
	Iteration 44Q: 3 clusters Score -4456681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -4456688.000000 Penalty: 3498.558105
	Iteration 45Q: 3 clusters Score -4456688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -4456689.000000 Penalty: 3498.558105
	Iteration 46Q: 3 clusters Score -4456689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -4456689.000000 Penalty: 3498.558105
	Iteration 47F: 3 clusters Score -4456689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -174996.640625 Penalty: 1230.782349
	Iteration 0F: 2 clusters Score -174996.6 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 985 members 
Entering Unmasked Estep 
Score: -172935.218750 Penalty: 2461.564697
	Iteration 0F: 3 clusters Score -172935.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -173426.468750 Penalty: 2461.564697
	Iteration 1F: 3 clusters Score -173426.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -173631.468750 Penalty: 2461.564697
	Iteration 2F: 3 clusters Score -173631.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173873.484375 Penalty: 2461.564697
	Iteration 3F: 3 clusters Score -173873.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -174134.343750 Penalty: 2461.564697
	Iteration 4F: 3 clusters Score -174134.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -174326.390625 Penalty: 2461.564697
	Iteration 5F: 3 clusters Score -174326.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -174426.406250 Penalty: 2461.564697
	Iteration 6Q: 3 clusters Score -174426.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -174536.828125 Penalty: 2461.564697
	Iteration 7Q: 3 clusters Score -174536.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -174623.890625 Penalty: 2461.564697
	Iteration 8Q: 3 clusters Score -174623.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -174697.234375 Penalty: 2461.564697
	Iteration 9Q: 3 clusters Score -174697.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -174762.921875 Penalty: 2461.564697
	Iteration 10Q: 3 clusters Score -174762.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -174809.953125 Penalty: 2461.564697
	Iteration 11Q: 3 clusters Score -174810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -174848.453125 Penalty: 2461.564697
	Iteration 12Q: 3 clusters Score -174848.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -174886.953125 Penalty: 2461.564697
	Iteration 13Q: 3 clusters Score -174887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -174908.515625 Penalty: 2461.564697
	Iteration 14Q: 3 clusters Score -174908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -174917.921875 Penalty: 2461.564697
	Iteration 15Q: 3 clusters Score -174917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -174922.656250 Penalty: 2461.564697
	Iteration 16Q: 3 clusters Score -174922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -174932.625000 Penalty: 2461.564697
	Iteration 17Q: 3 clusters Score -174932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -174935.468750 Penalty: 2461.564697
	Iteration 18Q: 3 clusters Score -174935.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -174937.156250 Penalty: 2461.564697
	Iteration 19Q: 3 clusters Score -174937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -174937.875000 Penalty: 2461.564697
	Iteration 20F: 3 clusters Score -174937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -174939.109375 Penalty: 2461.564697
	Iteration 21Q: 3 clusters Score -174939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -174944.437500 Penalty: 2461.564697
	Iteration 22Q: 3 clusters Score -174944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -174946.718750 Penalty: 2461.564697
	Iteration 23Q: 3 clusters Score -174946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -174950.640625 Penalty: 2461.564697
	Iteration 24Q: 3 clusters Score -174950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -174954.265625 Penalty: 2461.564697
	Iteration 25Q: 3 clusters Score -174954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -174955.250000 Penalty: 2461.564697
	Iteration 26Q: 3 clusters Score -174955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -174957.234375 Penalty: 2461.564697
	Iteration 27Q: 3 clusters Score -174957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -174959.843750 Penalty: 2461.564697
	Iteration 28Q: 3 clusters Score -174959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -174962.281250 Penalty: 2461.564697
	Iteration 29Q: 3 clusters Score -174962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -174964.718750 Penalty: 2461.564697
	Iteration 30Q: 3 clusters Score -174964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -174965.281250 Penalty: 2461.564697
	Iteration 31Q: 3 clusters Score -174965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -174965.718750 Penalty: 2461.564697
	Iteration 32Q: 3 clusters Score -174965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -174965.718750 Penalty: 2461.564697
	Iteration 33F: 3 clusters Score -174965.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -675984.250000 Penalty: 1439.484985
	Iteration 0F: 2 clusters Score -675984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -670710.750000 Penalty: 2878.969971
	Iteration 0F: 3 clusters Score -670710.8 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -672247.062500 Penalty: 2878.969971
	Iteration 1F: 3 clusters Score -672247.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -672434.625000 Penalty: 2878.969971
	Iteration 2F: 3 clusters Score -672434.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -672552.062500 Penalty: 2878.969971
	Iteration 3Q: 3 clusters Score -672552.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -672641.875000 Penalty: 2878.969971
	Iteration 4Q: 3 clusters Score -672641.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -672708.937500 Penalty: 2878.969971
	Iteration 5Q: 3 clusters Score -672708.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -672756.750000 Penalty: 2878.969971
	Iteration 6Q: 3 clusters Score -672756.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -672792.250000 Penalty: 2878.969971
	Iteration 7Q: 3 clusters Score -672792.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -672818.875000 Penalty: 2878.969971
	Iteration 8Q: 3 clusters Score -672818.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -672853.437500 Penalty: 2878.969971
	Iteration 9Q: 3 clusters Score -672853.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -672882.937500 Penalty: 2878.969971
	Iteration 10Q: 3 clusters Score -672882.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -672908.312500 Penalty: 2878.969971
	Iteration 11Q: 3 clusters Score -672908.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -672943.375000 Penalty: 2878.969971
	Iteration 12Q: 3 clusters Score -672943.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -672974.187500 Penalty: 2878.969971
	Iteration 13Q: 3 clusters Score -672974.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -672999.312500 Penalty: 2878.969971
	Iteration 14Q: 3 clusters Score -672999.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -673014.875000 Penalty: 2878.969971
	Iteration 15Q: 3 clusters Score -673014.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -673031.937500 Penalty: 2878.969971
	Iteration 16Q: 3 clusters Score -673031.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -673044.625000 Penalty: 2878.969971
	Iteration 17Q: 3 clusters Score -673044.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -673053.937500 Penalty: 2878.969971
	Iteration 18Q: 3 clusters Score -673053.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -673067.812500 Penalty: 2878.969971
	Iteration 19Q: 3 clusters Score -673067.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -673080.187500 Penalty: 2878.969971
	Iteration 20F: 3 clusters Score -673080.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -673093.125000 Penalty: 2878.969971
	Iteration 21Q: 3 clusters Score -673093.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -673102.125000 Penalty: 2878.969971
	Iteration 22Q: 3 clusters Score -673102.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -673116.687500 Penalty: 2878.969971
	Iteration 23Q: 3 clusters Score -673116.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -673130.187500 Penalty: 2878.969971
	Iteration 24Q: 3 clusters Score -673130.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -673142.750000 Penalty: 2878.969971
	Iteration 25Q: 3 clusters Score -673142.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -673156.625000 Penalty: 2878.969971
	Iteration 26Q: 3 clusters Score -673156.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -673168.562500 Penalty: 2878.969971
	Iteration 27Q: 3 clusters Score -673168.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -673182.375000 Penalty: 2878.969971
	Iteration 28Q: 3 clusters Score -673182.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -673192.500000 Penalty: 2878.969971
	Iteration 29Q: 3 clusters Score -673192.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -673211.125000 Penalty: 2878.969971
	Iteration 30Q: 3 clusters Score -673211.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -673231.187500 Penalty: 2878.969971
	Iteration 31Q: 3 clusters Score -673231.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -673254.500000 Penalty: 2878.969971
	Iteration 32Q: 3 clusters Score -673254.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -673281.812500 Penalty: 2878.969971
	Iteration 33Q: 3 clusters Score -673281.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -673317.187500 Penalty: 2878.969971
	Iteration 34Q: 3 clusters Score -673317.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -673356.625000 Penalty: 2878.969971
	Iteration 35Q: 3 clusters Score -673356.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -673411.875000 Penalty: 2878.969971
	Iteration 36Q: 3 clusters Score -673411.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -673477.687500 Penalty: 2878.969971
	Iteration 37Q: 3 clusters Score -673477.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -673561.562500 Penalty: 2878.969971
	Iteration 38Q: 3 clusters Score -673561.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -673657.187500 Penalty: 2878.969971
	Iteration 39Q: 3 clusters Score -673657.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -673770.437500 Penalty: 2878.969971
	Iteration 40F: 3 clusters Score -673770.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -673873.875000 Penalty: 2878.969971
	Iteration 41Q: 3 clusters Score -673873.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -673985.000000 Penalty: 2878.969971
	Iteration 42Q: 3 clusters Score -673985 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -674091.937500 Penalty: 2878.969971
	Iteration 43Q: 3 clusters Score -674091.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -674187.437500 Penalty: 2878.969971
	Iteration 44Q: 3 clusters Score -674187.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -674288.937500 Penalty: 2878.969971
	Iteration 45Q: 3 clusters Score -674288.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -674375.562500 Penalty: 2878.969971
	Iteration 46Q: 3 clusters Score -674375.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -674450.500000 Penalty: 2878.969971
	Iteration 47Q: 3 clusters Score -674450.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -674506.937500 Penalty: 2878.969971
	Iteration 48Q: 3 clusters Score -674506.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -674563.937500 Penalty: 2878.969971
	Iteration 49Q: 3 clusters Score -674563.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -674618.875000 Penalty: 2878.969971
	Iteration 50Q: 3 clusters Score -674618.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -674649.062500 Penalty: 2878.969971
	Iteration 51Q: 3 clusters Score -674649.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -674667.375000 Penalty: 2878.969971
	Iteration 52Q: 3 clusters Score -674667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -674679.687500 Penalty: 2878.969971
	Iteration 53Q: 3 clusters Score -674679.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -674695.125000 Penalty: 2878.969971
	Iteration 54Q: 3 clusters Score -674695.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -674710.625000 Penalty: 2878.969971
	Iteration 55Q: 3 clusters Score -674710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -674722.062500 Penalty: 2878.969971
	Iteration 56Q: 3 clusters Score -674722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -674731.312500 Penalty: 2878.969971
	Iteration 57Q: 3 clusters Score -674731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -674736.812500 Penalty: 2878.969971
	Iteration 58Q: 3 clusters Score -674736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -674749.687500 Penalty: 2878.969971
	Iteration 59Q: 3 clusters Score -674749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -674757.062500 Penalty: 2878.969971
	Iteration 60F: 3 clusters Score -674757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -674759.062500 Penalty: 2878.969971
	Iteration 61Q: 3 clusters Score -674759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -674761.687500 Penalty: 2878.969971
	Iteration 62Q: 3 clusters Score -674761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -674762.000000 Penalty: 2878.969971
	Iteration 63Q: 3 clusters Score -674762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -674762.687500 Penalty: 2878.969971
	Iteration 64Q: 3 clusters Score -674762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -674762.687500 Penalty: 2878.969971
	Iteration 65F: 3 clusters Score -674762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41995.421875 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -41995.42 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42160.230469 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42160.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42195.675781 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -42195.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42209.761719 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42209.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42219.320312 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42219.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42231.062500 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42231.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42236.484375 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42236.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42240.566406 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42240.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42240.566406 Penalty: 2013.181763
	Iteration 8F: 3 clusters Score -42240.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Entering Unmasked Estep 
Score: -2839170.000000 Penalty: 1687.434814
	Iteration 0F: 2 clusters Score -2839170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2817536.750000 Penalty: 3374.869629
	Iteration 0F: 3 clusters Score -2817537 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2825924.000000 Penalty: 3374.869629
	Iteration 1F: 3 clusters Score -2825924 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2826608.500000 Penalty: 3374.869629
	Iteration 2F: 3 clusters Score -2826608 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2827335.000000 Penalty: 3374.869629
	Iteration 3F: 3 clusters Score -2827335 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2828206.250000 Penalty: 3374.869629
	Iteration 4F: 3 clusters Score -2828206 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2829140.500000 Penalty: 3374.869629
	Iteration 5F: 3 clusters Score -2829140 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2830212.250000 Penalty: 3374.869629
	Iteration 6F: 3 clusters Score -2830212 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2831418.750000 Penalty: 3374.869629
	Iteration 7F: 3 clusters Score -2831419 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2832559.000000 Penalty: 3374.869629
	Iteration 8F: 3 clusters Score -2832559 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2833328.000000 Penalty: 3374.869629
	Iteration 9Q: 3 clusters Score -2833328 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2833778.250000 Penalty: 3374.869629
	Iteration 10Q: 3 clusters Score -2833778 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2834084.000000 Penalty: 3374.869629
	Iteration 11Q: 3 clusters Score -2834084 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2834304.500000 Penalty: 3374.869629
	Iteration 12Q: 3 clusters Score -2834304 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2834552.250000 Penalty: 3374.869629
	Iteration 13Q: 3 clusters Score -2834552 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2834795.000000 Penalty: 3374.869629
	Iteration 14Q: 3 clusters Score -2834795 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -2835008.750000 Penalty: 3374.869629
	Iteration 15Q: 3 clusters Score -2835009 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2835237.250000 Penalty: 3374.869629
	Iteration 16Q: 3 clusters Score -2835237 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2835441.750000 Penalty: 3374.869629
	Iteration 17Q: 3 clusters Score -2835442 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -2835620.500000 Penalty: 3374.869629
	Iteration 18Q: 3 clusters Score -2835620 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2835813.750000 Penalty: 3374.869629
	Iteration 19Q: 3 clusters Score -2835814 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -2835996.500000 Penalty: 3374.869629
	Iteration 20F: 3 clusters Score -2835996 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2836194.750000 Penalty: 3374.869629
	Iteration 21Q: 3 clusters Score -2836195 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -2836356.000000 Penalty: 3374.869629
	Iteration 22Q: 3 clusters Score -2836356 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -2836495.500000 Penalty: 3374.869629
	Iteration 23Q: 3 clusters Score -2836496 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -2836632.250000 Penalty: 3374.869629
	Iteration 24Q: 3 clusters Score -2836632 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -2836770.250000 Penalty: 3374.869629
	Iteration 25Q: 3 clusters Score -2836770 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -2836922.000000 Penalty: 3374.869629
	Iteration 26Q: 3 clusters Score -2836922 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -2837060.250000 Penalty: 3374.869629
	Iteration 27Q: 3 clusters Score -2837060 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -2837171.000000 Penalty: 3374.869629
	Iteration 28Q: 3 clusters Score -2837171 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -2837283.750000 Penalty: 3374.869629
	Iteration 29Q: 3 clusters Score -2837284 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -2837384.750000 Penalty: 3374.869629
	Iteration 30Q: 3 clusters Score -2837385 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -2837469.000000 Penalty: 3374.869629
	Iteration 31Q: 3 clusters Score -2837469 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -2837551.250000 Penalty: 3374.869629
	Iteration 32Q: 3 clusters Score -2837551 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -2837644.750000 Penalty: 3374.869629
	Iteration 33Q: 3 clusters Score -2837645 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -2837717.250000 Penalty: 3374.869629
	Iteration 34Q: 3 clusters Score -2837717 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -2837788.250000 Penalty: 3374.869629
	Iteration 35Q: 3 clusters Score -2837788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -2837849.000000 Penalty: 3374.869629
	Iteration 36Q: 3 clusters Score -2837849 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -2837889.500000 Penalty: 3374.869629
	Iteration 37Q: 3 clusters Score -2837890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -2837917.000000 Penalty: 3374.869629
	Iteration 38Q: 3 clusters Score -2837917 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -2837948.000000 Penalty: 3374.869629
	Iteration 39Q: 3 clusters Score -2837948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -2837973.250000 Penalty: 3374.869629
	Iteration 40F: 3 clusters Score -2837973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -2837989.250000 Penalty: 3374.869629
	Iteration 41Q: 3 clusters Score -2837989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -2838002.500000 Penalty: 3374.869629
	Iteration 42Q: 3 clusters Score -2838002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -2838009.250000 Penalty: 3374.869629
	Iteration 43Q: 3 clusters Score -2838009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -2838019.500000 Penalty: 3374.869629
	Iteration 44Q: 3 clusters Score -2838020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -2838023.500000 Penalty: 3374.869629
	Iteration 45Q: 3 clusters Score -2838024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -2838024.500000 Penalty: 3374.869629
	Iteration 46Q: 3 clusters Score -2838024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -2838029.500000 Penalty: 3374.869629
	Iteration 47Q: 3 clusters Score -2838030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -2838028.250000 Penalty: 3374.869629
	Iteration 48Q: 3 clusters Score -2838028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -2838033.750000 Penalty: 3374.869629
	Iteration 49Q: 3 clusters Score -2838034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -2838040.500000 Penalty: 3374.869629
	Iteration 50Q: 3 clusters Score -2838040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -2838039.750000 Penalty: 3374.869629
	Iteration 51Q: 3 clusters Score -2838040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -2838044.000000 Penalty: 3374.869629
	Iteration 52Q: 3 clusters Score -2838044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2838044.500000 Penalty: 3374.869629
	Iteration 53Q: 3 clusters Score -2838044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -2838050.000000 Penalty: 3374.869629
	Iteration 54Q: 3 clusters Score -2838050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -2838053.500000 Penalty: 3374.869629
	Iteration 55Q: 3 clusters Score -2838054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -2838060.750000 Penalty: 3374.869629
	Iteration 56Q: 3 clusters Score -2838061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -2838059.250000 Penalty: 3374.869629
	Iteration 57Q: 3 clusters Score -2838059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2838063.250000 Penalty: 3374.869629
	Iteration 58Q: 3 clusters Score -2838063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2838066.000000 Penalty: 3374.869629
	Iteration 59Q: 3 clusters Score -2838066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2838066.000000 Penalty: 3374.869629
	Iteration 60F: 3 clusters Score -2838066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -81613.179688 Penalty: 1107.363159
	Iteration 0F: 2 clusters Score -81613.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80225.664062 Penalty: 2214.726318
	Iteration 0F: 3 clusters Score -80225.66 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -80480.757812 Penalty: 2214.726318
	Iteration 1F: 3 clusters Score -80480.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -80556.187500 Penalty: 2214.726318
	Iteration 2F: 3 clusters Score -80556.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80593.398438 Penalty: 2214.726318
	Iteration 3Q: 3 clusters Score -80593.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80625.343750 Penalty: 2214.726318
	Iteration 4Q: 3 clusters Score -80625.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80642.890625 Penalty: 2214.726318
	Iteration 5Q: 3 clusters Score -80642.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -80660.125000 Penalty: 2214.726318
	Iteration 6Q: 3 clusters Score -80660.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80673.023438 Penalty: 2214.726318
	Iteration 7Q: 3 clusters Score -80673.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80681.265625 Penalty: 2214.726318
	Iteration 8Q: 3 clusters Score -80681.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80687.117188 Penalty: 2214.726318
	Iteration 9Q: 3 clusters Score -80687.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80688.156250 Penalty: 2214.726318
	Iteration 10Q: 3 clusters Score -80688.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80688.945312 Penalty: 2214.726318
	Iteration 11Q: 3 clusters Score -80688.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80691.570312 Penalty: 2214.726318
	Iteration 12Q: 3 clusters Score -80691.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80693.406250 Penalty: 2214.726318
	Iteration 13Q: 3 clusters Score -80693.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80694.265625 Penalty: 2214.726318
	Iteration 14Q: 3 clusters Score -80694.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80695.734375 Penalty: 2214.726318
	Iteration 15Q: 3 clusters Score -80695.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80695.734375 Penalty: 2214.726318
	Iteration 16F: 3 clusters Score -80695.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -106240.250000 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -106240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104643.273438 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -104643.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104972.593750 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -104972.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -105069.867188 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -105069.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -105129.367188 Penalty: 2316.761230
	Iteration 3Q: 3 clusters Score -105129.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105166.398438 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -105166.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -105189.851562 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -105189.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -105202.414062 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -105202.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -105209.945312 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -105209.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -105217.132812 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -105217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -105222.609375 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -105222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105226.164062 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -105226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105237.046875 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -105237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105242.015625 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -105242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105243.867188 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -105243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105245.187500 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -105245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105247.492188 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -105247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -105248.406250 Penalty: 2316.761230
	Iteration 16Q: 3 clusters Score -105248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105249.804688 Penalty: 2316.761230
	Iteration 17Q: 3 clusters Score -105249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105249.804688 Penalty: 2316.761230
	Iteration 18F: 3 clusters Score -105249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -314715.968750 Penalty: 1320.174438
	Iteration 0F: 2 clusters Score -314716 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 1659 members 
Entering Unmasked Estep 
Score: -311753.718750 Penalty: 2640.348877
	Iteration 0F: 3 clusters Score -311753.7 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -312493.750000 Penalty: 2640.348877
	Iteration 1F: 3 clusters Score -312493.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -312633.468750 Penalty: 2640.348877
	Iteration 2F: 3 clusters Score -312633.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -312713.812500 Penalty: 2640.348877
	Iteration 3Q: 3 clusters Score -312713.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -312788.843750 Penalty: 2640.348877
	Iteration 4Q: 3 clusters Score -312788.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -312861.187500 Penalty: 2640.348877
	Iteration 5Q: 3 clusters Score -312861.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -312918.718750 Penalty: 2640.348877
	Iteration 6Q: 3 clusters Score -312918.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -312971.281250 Penalty: 2640.348877
	Iteration 7Q: 3 clusters Score -312971.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -313022.687500 Penalty: 2640.348877
	Iteration 8Q: 3 clusters Score -313022.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -313081.125000 Penalty: 2640.348877
	Iteration 9Q: 3 clusters Score -313081.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -313130.562500 Penalty: 2640.348877
	Iteration 10Q: 3 clusters Score -313130.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -313181.406250 Penalty: 2640.348877
	Iteration 11Q: 3 clusters Score -313181.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -313228.000000 Penalty: 2640.348877
	Iteration 12Q: 3 clusters Score -313228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -313290.968750 Penalty: 2640.348877
	Iteration 13Q: 3 clusters Score -313291 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -313366.625000 Penalty: 2640.348877
	Iteration 14Q: 3 clusters Score -313366.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -313491.250000 Penalty: 2640.348877
	Iteration 15Q: 3 clusters Score -313491.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -313618.437500 Penalty: 2640.348877
	Iteration 16Q: 3 clusters Score -313618.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -313754.937500 Penalty: 2640.348877
	Iteration 17Q: 3 clusters Score -313754.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -313860.875000 Penalty: 2640.348877
	Iteration 18Q: 3 clusters Score -313860.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -313949.937500 Penalty: 2640.348877
	Iteration 19Q: 3 clusters Score -313949.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -314015.625000 Penalty: 2640.348877
	Iteration 20F: 3 clusters Score -314015.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -314067.000000 Penalty: 2640.348877
	Iteration 21Q: 3 clusters Score -314067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -314102.000000 Penalty: 2640.348877
	Iteration 22Q: 3 clusters Score -314102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -314129.812500 Penalty: 2640.348877
	Iteration 23Q: 3 clusters Score -314129.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -314151.906250 Penalty: 2640.348877
	Iteration 24Q: 3 clusters Score -314151.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -314167.312500 Penalty: 2640.348877
	Iteration 25Q: 3 clusters Score -314167.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -314171.843750 Penalty: 2640.348877
	Iteration 26Q: 3 clusters Score -314171.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -314177.250000 Penalty: 2640.348877
	Iteration 27Q: 3 clusters Score -314177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -314180.843750 Penalty: 2640.348877
	Iteration 28Q: 3 clusters Score -314180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -314184.375000 Penalty: 2640.348877
	Iteration 29Q: 3 clusters Score -314184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -314185.937500 Penalty: 2640.348877
	Iteration 30Q: 3 clusters Score -314185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -314187.125000 Penalty: 2640.348877
	Iteration 31Q: 3 clusters Score -314187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -314186.531250 Penalty: 2640.348877
	Iteration 32Q: 3 clusters Score -314186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -314186.531250 Penalty: 2640.348877
	Iteration 33F: 3 clusters Score -314186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Entering Unmasked Estep 
Score: -2360771.000000 Penalty: 1639.119995
	Iteration 0F: 2 clusters Score -2360771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2344671.250000 Penalty: 3278.239990
	Iteration 0F: 3 clusters Score -2344671 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2350527.250000 Penalty: 3278.239990
	Iteration 1F: 3 clusters Score -2350527 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2350964.000000 Penalty: 3278.239990
	Iteration 2Q: 3 clusters Score -2350964 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2351432.250000 Penalty: 3278.239990
	Iteration 3Q: 3 clusters Score -2351432 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2352092.250000 Penalty: 3278.239990
	Iteration 4F: 3 clusters Score -2352092 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2353067.750000 Penalty: 3278.239990
	Iteration 5F: 3 clusters Score -2353068 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2354273.250000 Penalty: 3278.239990
	Iteration 6F: 3 clusters Score -2354273 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2355666.250000 Penalty: 3278.239990
	Iteration 7F: 3 clusters Score -2355666 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2356952.000000 Penalty: 3278.239990
	Iteration 8F: 3 clusters Score -2356952 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2357954.250000 Penalty: 3278.239990
	Iteration 9Q: 3 clusters Score -2357954 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2358559.500000 Penalty: 3278.239990
	Iteration 10Q: 3 clusters Score -2358560 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2358927.000000 Penalty: 3278.239990
	Iteration 11Q: 3 clusters Score -2358927 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2359103.250000 Penalty: 3278.239990
	Iteration 12Q: 3 clusters Score -2359103 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2359229.500000 Penalty: 3278.239990
	Iteration 13Q: 3 clusters Score -2359230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2359297.500000 Penalty: 3278.239990
	Iteration 14Q: 3 clusters Score -2359298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2359333.500000 Penalty: 3278.239990
	Iteration 15Q: 3 clusters Score -2359334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2359361.500000 Penalty: 3278.239990
	Iteration 16Q: 3 clusters Score -2359362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2359373.500000 Penalty: 3278.239990
	Iteration 17Q: 3 clusters Score -2359374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2359380.500000 Penalty: 3278.239990
	Iteration 18Q: 3 clusters Score -2359380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2359381.750000 Penalty: 3278.239990
	Iteration 19Q: 3 clusters Score -2359382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2359384.750000 Penalty: 3278.239990
	Iteration 20F: 3 clusters Score -2359385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2359395.250000 Penalty: 3278.239990
	Iteration 21Q: 3 clusters Score -2359395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2359400.500000 Penalty: 3278.239990
	Iteration 22Q: 3 clusters Score -2359400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2359408.500000 Penalty: 3278.239990
	Iteration 23Q: 3 clusters Score -2359408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2359412.250000 Penalty: 3278.239990
	Iteration 24Q: 3 clusters Score -2359412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2359411.250000 Penalty: 3278.239990
	Iteration 25Q: 3 clusters Score -2359411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2359417.250000 Penalty: 3278.239990
	Iteration 26Q: 3 clusters Score -2359417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2359423.500000 Penalty: 3278.239990
	Iteration 27Q: 3 clusters Score -2359424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2359427.250000 Penalty: 3278.239990
	Iteration 28Q: 3 clusters Score -2359427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2359435.750000 Penalty: 3278.239990
	Iteration 29Q: 3 clusters Score -2359436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2359440.000000 Penalty: 3278.239990
	Iteration 30Q: 3 clusters Score -2359440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2359442.750000 Penalty: 3278.239990
	Iteration 31Q: 3 clusters Score -2359443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2359443.500000 Penalty: 3278.239990
	Iteration 32Q: 3 clusters Score -2359444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2359447.750000 Penalty: 3278.239990
	Iteration 33Q: 3 clusters Score -2359448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2359446.250000 Penalty: 3278.239990
	Iteration 34Q: 3 clusters Score -2359446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2359446.250000 Penalty: 3278.239990
	Iteration 35F: 3 clusters Score -2359446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Entering Unmasked Estep 
Score: -759462.812500 Penalty: 1463.896118
	Iteration 0F: 2 clusters Score -759462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -753464.062500 Penalty: 2927.792236
	Iteration 0F: 3 clusters Score -753464.1 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -755366.875000 Penalty: 2927.792236
	Iteration 1F: 3 clusters Score -755366.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -755597.937500 Penalty: 2927.792236
	Iteration 2F: 3 clusters Score -755597.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -755753.687500 Penalty: 2927.792236
	Iteration 3Q: 3 clusters Score -755753.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -755876.125000 Penalty: 2927.792236
	Iteration 4Q: 3 clusters Score -755876.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -755975.562500 Penalty: 2927.792236
	Iteration 5Q: 3 clusters Score -755975.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -756071.187500 Penalty: 2927.792236
	Iteration 6Q: 3 clusters Score -756071.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -756178.625000 Penalty: 2927.792236
	Iteration 7Q: 3 clusters Score -756178.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -756296.750000 Penalty: 2927.792236
	Iteration 8Q: 3 clusters Score -756296.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -756419.125000 Penalty: 2927.792236
	Iteration 9Q: 3 clusters Score -756419.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -756560.562500 Penalty: 2927.792236
	Iteration 10Q: 3 clusters Score -756560.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -756714.375000 Penalty: 2927.792236
	Iteration 11Q: 3 clusters Score -756714.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -756853.500000 Penalty: 2927.792236
	Iteration 12Q: 3 clusters Score -756853.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -756993.375000 Penalty: 2927.792236
	Iteration 13Q: 3 clusters Score -756993.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -757111.562500 Penalty: 2927.792236
	Iteration 14Q: 3 clusters Score -757111.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -757219.125000 Penalty: 2927.792236
	Iteration 15Q: 3 clusters Score -757219.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -757303.625000 Penalty: 2927.792236
	Iteration 16Q: 3 clusters Score -757303.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -757368.375000 Penalty: 2927.792236
	Iteration 17Q: 3 clusters Score -757368.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -757422.187500 Penalty: 2927.792236
	Iteration 18Q: 3 clusters Score -757422.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -757467.062500 Penalty: 2927.792236
	Iteration 19Q: 3 clusters Score -757467.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -757523.625000 Penalty: 2927.792236
	Iteration 20F: 3 clusters Score -757523.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -757569.687500 Penalty: 2927.792236
	Iteration 21Q: 3 clusters Score -757569.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -757609.312500 Penalty: 2927.792236
	Iteration 22Q: 3 clusters Score -757609.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -757643.687500 Penalty: 2927.792236
	Iteration 23Q: 3 clusters Score -757643.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -757668.312500 Penalty: 2927.792236
	Iteration 24Q: 3 clusters Score -757668.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -757698.750000 Penalty: 2927.792236
	Iteration 25Q: 3 clusters Score -757698.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -757723.562500 Penalty: 2927.792236
	Iteration 26Q: 3 clusters Score -757723.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -757748.875000 Penalty: 2927.792236
	Iteration 27Q: 3 clusters Score -757748.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -757772.437500 Penalty: 2927.792236
	Iteration 28Q: 3 clusters Score -757772.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -757790.062500 Penalty: 2927.792236
	Iteration 29Q: 3 clusters Score -757790.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -757804.937500 Penalty: 2927.792236
	Iteration 30Q: 3 clusters Score -757804.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -757817.312500 Penalty: 2927.792236
	Iteration 31Q: 3 clusters Score -757817.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -757836.562500 Penalty: 2927.792236
	Iteration 32Q: 3 clusters Score -757836.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -757856.250000 Penalty: 2927.792236
	Iteration 33Q: 3 clusters Score -757856.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -757870.937500 Penalty: 2927.792236
	Iteration 34Q: 3 clusters Score -757870.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -757890.562500 Penalty: 2927.792236
	Iteration 35Q: 3 clusters Score -757890.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -757905.812500 Penalty: 2927.792236
	Iteration 36Q: 3 clusters Score -757905.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -757924.875000 Penalty: 2927.792236
	Iteration 37Q: 3 clusters Score -757924.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -757944.875000 Penalty: 2927.792236
	Iteration 38Q: 3 clusters Score -757944.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -757961.937500 Penalty: 2927.792236
	Iteration 39Q: 3 clusters Score -757961.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -757984.875000 Penalty: 2927.792236
	Iteration 40F: 3 clusters Score -757984.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -758010.312500 Penalty: 2927.792236
	Iteration 41Q: 3 clusters Score -758010.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -758028.937500 Penalty: 2927.792236
	Iteration 42Q: 3 clusters Score -758028.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -758049.312500 Penalty: 2927.792236
	Iteration 43Q: 3 clusters Score -758049.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -758069.250000 Penalty: 2927.792236
	Iteration 44Q: 3 clusters Score -758069.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -758091.312500 Penalty: 2927.792236
	Iteration 45Q: 3 clusters Score -758091.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -758109.187500 Penalty: 2927.792236
	Iteration 46Q: 3 clusters Score -758109.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -758124.937500 Penalty: 2927.792236
	Iteration 47Q: 3 clusters Score -758124.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -758136.187500 Penalty: 2927.792236
	Iteration 48Q: 3 clusters Score -758136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -758145.312500 Penalty: 2927.792236
	Iteration 49Q: 3 clusters Score -758145.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -758151.000000 Penalty: 2927.792236
	Iteration 50Q: 3 clusters Score -758151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -758153.250000 Penalty: 2927.792236
	Iteration 51Q: 3 clusters Score -758153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -758153.500000 Penalty: 2927.792236
	Iteration 52Q: 3 clusters Score -758153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -758155.875000 Penalty: 2927.792236
	Iteration 53Q: 3 clusters Score -758155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -758159.000000 Penalty: 2927.792236
	Iteration 54Q: 3 clusters Score -758159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -758167.437500 Penalty: 2927.792236
	Iteration 55Q: 3 clusters Score -758167.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -758174.687500 Penalty: 2927.792236
	Iteration 56Q: 3 clusters Score -758174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -758181.250000 Penalty: 2927.792236
	Iteration 57Q: 3 clusters Score -758181.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -758187.750000 Penalty: 2927.792236
	Iteration 58Q: 3 clusters Score -758187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -758192.437500 Penalty: 2927.792236
	Iteration 59Q: 3 clusters Score -758192.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -758197.187500 Penalty: 2927.792236
	Iteration 60F: 3 clusters Score -758197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -758199.312500 Penalty: 2927.792236
	Iteration 61Q: 3 clusters Score -758199.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -758199.312500 Penalty: 2927.792236
	Iteration 62F: 3 clusters Score -758199.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -62276.707031 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -62276.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61022.765625 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -61022.77 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61240.050781 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -61240.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61293.261719 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -61293.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -61325.996094 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -61326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -61346.480469 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -61346.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -61357.550781 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -61357.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61362.984375 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -61362.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -61366.738281 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -61366.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -61367.757812 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -61367.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -61371.460938 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -61371.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -61373.460938 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -61373.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -61373.460938 Penalty: 2142.293945
	Iteration 11F: 3 clusters Score -61373.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1452432.625000 Penalty: 1563.895386
	Iteration 0F: 2 clusters Score -1452433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1442004.500000 Penalty: 3127.790771
	Iteration 0F: 3 clusters Score -1442004 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1445664.125000 Penalty: 3127.790771
	Iteration 1F: 3 clusters Score -1445664 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1446004.000000 Penalty: 3127.790771
	Iteration 2F: 3 clusters Score -1446004 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1446398.000000 Penalty: 3127.790771
	Iteration 3F: 3 clusters Score -1446398 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1446836.375000 Penalty: 3127.790771
	Iteration 4F: 3 clusters Score -1446836 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1447379.125000 Penalty: 3127.790771
	Iteration 5F: 3 clusters Score -1447379 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1448058.000000 Penalty: 3127.790771
	Iteration 6F: 3 clusters Score -1448058 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1448822.500000 Penalty: 3127.790771
	Iteration 7F: 3 clusters Score -1448822 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1449483.000000 Penalty: 3127.790771
	Iteration 8F: 3 clusters Score -1449483 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1450018.375000 Penalty: 3127.790771
	Iteration 9Q: 3 clusters Score -1450018 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1450438.750000 Penalty: 3127.790771
	Iteration 10Q: 3 clusters Score -1450439 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1450699.875000 Penalty: 3127.790771
	Iteration 11Q: 3 clusters Score -1450700 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1450857.000000 Penalty: 3127.790771
	Iteration 12Q: 3 clusters Score -1450857 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1450957.375000 Penalty: 3127.790771
	Iteration 13Q: 3 clusters Score -1450957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1451033.875000 Penalty: 3127.790771
	Iteration 14Q: 3 clusters Score -1451034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1451092.875000 Penalty: 3127.790771
	Iteration 15Q: 3 clusters Score -1451093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1451129.500000 Penalty: 3127.790771
	Iteration 16Q: 3 clusters Score -1451130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1451147.375000 Penalty: 3127.790771
	Iteration 17Q: 3 clusters Score -1451147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1451168.000000 Penalty: 3127.790771
	Iteration 18Q: 3 clusters Score -1451168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1451181.375000 Penalty: 3127.790771
	Iteration 19Q: 3 clusters Score -1451181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1451188.125000 Penalty: 3127.790771
	Iteration 20F: 3 clusters Score -1451188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1451188.625000 Penalty: 3127.790771
	Iteration 21Q: 3 clusters Score -1451189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1451187.375000 Penalty: 3127.790771
	Iteration 22Q: 3 clusters Score -1451187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1451187.375000 Penalty: 3127.790771
	Iteration 23F: 3 clusters Score -1451187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (42848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Entering Unmasked Estep 
Score: -4184022.750000 Penalty: 1733.129761
	Iteration 0F: 2 clusters Score -4184023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4162668.000000 Penalty: 3466.259521
	Iteration 0F: 3 clusters Score -4162668 nChanged 19960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4173698.000000 Penalty: 3466.259521
	Iteration 1F: 3 clusters Score -4173698 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -4174182.750000 Penalty: 3466.259521
	Iteration 2Q: 3 clusters Score -4174183 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -4174961.000000 Penalty: 3466.259521
	Iteration 3Q: 3 clusters Score -4174961 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -4176169.750000 Penalty: 3466.259521
	Iteration 4F: 3 clusters Score -4176170 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4178184.000000 Penalty: 3466.259521
	Iteration 5F: 3 clusters Score -4178184 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4181093.500000 Penalty: 3466.259521
	Iteration 6F: 3 clusters Score -4181094 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4182096.750000 Penalty: 3466.259521
	Iteration 7F: 3 clusters Score -4182097 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4181961.250000 Penalty: 3466.259521
	Iteration 8F: 3 clusters Score -4181961 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -4182132.500000 Penalty: 3466.259521
	Iteration 9Q: 3 clusters Score -4182132 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -4182203.500000 Penalty: 3466.259521
	Iteration 10Q: 3 clusters Score -4182204 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -4182341.000000 Penalty: 3466.259521
	Iteration 11Q: 3 clusters Score -4182341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -4182421.750000 Penalty: 3466.259521
	Iteration 12Q: 3 clusters Score -4182422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -4182464.500000 Penalty: 3466.259521
	Iteration 13Q: 3 clusters Score -4182464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -4182492.750000 Penalty: 3466.259521
	Iteration 14Q: 3 clusters Score -4182493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -4182515.000000 Penalty: 3466.259521
	Iteration 15Q: 3 clusters Score -4182515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -4182527.750000 Penalty: 3466.259521
	Iteration 16Q: 3 clusters Score -4182528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -4182530.500000 Penalty: 3466.259521
	Iteration 17Q: 3 clusters Score -4182530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -4182541.000000 Penalty: 3466.259521
	Iteration 18Q: 3 clusters Score -4182541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -4182552.750000 Penalty: 3466.259521
	Iteration 19Q: 3 clusters Score -4182553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -4182560.250000 Penalty: 3466.259521
	Iteration 20F: 3 clusters Score -4182560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -4182562.750000 Penalty: 3466.259521
	Iteration 21Q: 3 clusters Score -4182563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -4182569.000000 Penalty: 3466.259521
	Iteration 22Q: 3 clusters Score -4182569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4182570.500000 Penalty: 3466.259521
	Iteration 23Q: 3 clusters Score -4182570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -4182568.250000 Penalty: 3466.259521
	Iteration 24Q: 3 clusters Score -4182568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -4182571.250000 Penalty: 3466.259521
	Iteration 25Q: 3 clusters Score -4182571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -4182568.750000 Penalty: 3466.259521
	Iteration 26Q: 3 clusters Score -4182569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -4182565.750000 Penalty: 3466.259521
	Iteration 27Q: 3 clusters Score -4182566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -4182567.500000 Penalty: 3466.259521
	Iteration 28Q: 3 clusters Score -4182568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -4182574.250000 Penalty: 3466.259521
	Iteration 29Q: 3 clusters Score -4182574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -4182578.000000 Penalty: 3466.259521
	Iteration 30Q: 3 clusters Score -4182578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -4182576.250000 Penalty: 3466.259521
	Iteration 31Q: 3 clusters Score -4182576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -4182578.500000 Penalty: 3466.259521
	Iteration 32Q: 3 clusters Score -4182578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -4182578.500000 Penalty: 3466.259521
	Iteration 33Q: 3 clusters Score -4182578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -4182589.750000 Penalty: 3466.259521
	Iteration 34Q: 3 clusters Score -4182590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -4182591.250000 Penalty: 3466.259521
	Iteration 35Q: 3 clusters Score -4182591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -4182592.000000 Penalty: 3466.259521
	Iteration 36Q: 3 clusters Score -4182592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -4182591.250000 Penalty: 3466.259521
	Iteration 37Q: 3 clusters Score -4182591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -4182598.750000 Penalty: 3466.259521
	Iteration 38Q: 3 clusters Score -4182599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -4182598.750000 Penalty: 3466.259521
	Iteration 39F: 3 clusters Score -4182599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -137764.218750 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -137764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -135896.890625 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -135896.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -136535.671875 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -136535.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136818.109375 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -136818.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -137004.890625 Penalty: 2426.523926
	Iteration 3F: 3 clusters Score -137004.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137161.218750 Penalty: 2426.523926
	Iteration 4F: 3 clusters Score -137161.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137297.703125 Penalty: 2426.523926
	Iteration 5F: 3 clusters Score -137297.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -137395.328125 Penalty: 2426.523926
	Iteration 6Q: 3 clusters Score -137395.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -137453.140625 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -137453.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -137496.265625 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -137496.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137532.343750 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -137532.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -137558.671875 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -137558.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -137573.359375 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -137573.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137588.109375 Penalty: 2426.523926
	Iteration 12Q: 3 clusters Score -137588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137595.437500 Penalty: 2426.523926
	Iteration 13Q: 3 clusters Score -137595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -137601.328125 Penalty: 2426.523926
	Iteration 14Q: 3 clusters Score -137601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137604.859375 Penalty: 2426.523926
	Iteration 15Q: 3 clusters Score -137604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -137607.296875 Penalty: 2426.523926
	Iteration 16Q: 3 clusters Score -137607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137607.906250 Penalty: 2426.523926
	Iteration 17Q: 3 clusters Score -137607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137608.437500 Penalty: 2426.523926
	Iteration 18Q: 3 clusters Score -137608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137608.437500 Penalty: 2426.523926
	Iteration 19F: 3 clusters Score -137608.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (36664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Entering Unmasked Estep 
Score: -3513440.000000 Penalty: 1707.802002
	Iteration 0F: 2 clusters Score -3513440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3488939.250000 Penalty: 3415.604004
	Iteration 0F: 3 clusters Score -3488939 nChanged 16995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3498269.000000 Penalty: 3415.604004
	Iteration 1F: 3 clusters Score -3498269 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3498742.750000 Penalty: 3415.604004
	Iteration 2Q: 3 clusters Score -3498743 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3499327.250000 Penalty: 3415.604004
	Iteration 3Q: 3 clusters Score -3499327 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3500097.500000 Penalty: 3415.604004
	Iteration 4Q: 3 clusters Score -3500098 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3501122.750000 Penalty: 3415.604004
	Iteration 5F: 3 clusters Score -3501123 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3502317.750000 Penalty: 3415.604004
	Iteration 6F: 3 clusters Score -3502318 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3503731.250000 Penalty: 3415.604004
	Iteration 7F: 3 clusters Score -3503731 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3504907.750000 Penalty: 3415.604004
	Iteration 8F: 3 clusters Score -3504908 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3505619.000000 Penalty: 3415.604004
	Iteration 9Q: 3 clusters Score -3505619 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3505947.750000 Penalty: 3415.604004
	Iteration 10Q: 3 clusters Score -3505948 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3506095.750000 Penalty: 3415.604004
	Iteration 11Q: 3 clusters Score -3506096 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3506181.250000 Penalty: 3415.604004
	Iteration 12Q: 3 clusters Score -3506181 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3506243.000000 Penalty: 3415.604004
	Iteration 13Q: 3 clusters Score -3506243 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3506272.750000 Penalty: 3415.604004
	Iteration 14Q: 3 clusters Score -3506273 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3506296.500000 Penalty: 3415.604004
	Iteration 15Q: 3 clusters Score -3506296 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3506327.500000 Penalty: 3415.604004
	Iteration 16Q: 3 clusters Score -3506328 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3506336.250000 Penalty: 3415.604004
	Iteration 17Q: 3 clusters Score -3506336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3506391.250000 Penalty: 3415.604004
	Iteration 18Q: 3 clusters Score -3506391 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3506415.000000 Penalty: 3415.604004
	Iteration 19Q: 3 clusters Score -3506415 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3506446.750000 Penalty: 3415.604004
	Iteration 20F: 3 clusters Score -3506447 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3506446.000000 Penalty: 3415.604004
	Iteration 21Q: 3 clusters Score -3506446 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3506476.750000 Penalty: 3415.604004
	Iteration 22Q: 3 clusters Score -3506477 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3506507.500000 Penalty: 3415.604004
	Iteration 23Q: 3 clusters Score -3506508 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3506517.000000 Penalty: 3415.604004
	Iteration 24Q: 3 clusters Score -3506517 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3506535.000000 Penalty: 3415.604004
	Iteration 25Q: 3 clusters Score -3506535 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3506564.250000 Penalty: 3415.604004
	Iteration 26Q: 3 clusters Score -3506564 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3506592.000000 Penalty: 3415.604004
	Iteration 27Q: 3 clusters Score -3506592 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3506606.750000 Penalty: 3415.604004
	Iteration 28Q: 3 clusters Score -3506607 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3506623.500000 Penalty: 3415.604004
	Iteration 29Q: 3 clusters Score -3506624 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3506624.500000 Penalty: 3415.604004
	Iteration 30Q: 3 clusters Score -3506624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3506632.500000 Penalty: 3415.604004
	Iteration 31Q: 3 clusters Score -3506632 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3506655.500000 Penalty: 3415.604004
	Iteration 32Q: 3 clusters Score -3506656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3506670.750000 Penalty: 3415.604004
	Iteration 33Q: 3 clusters Score -3506671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3506681.750000 Penalty: 3415.604004
	Iteration 34Q: 3 clusters Score -3506682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3506713.250000 Penalty: 3415.604004
	Iteration 35Q: 3 clusters Score -3506713 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3506726.500000 Penalty: 3415.604004
	Iteration 36Q: 3 clusters Score -3506726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3506729.750000 Penalty: 3415.604004
	Iteration 37Q: 3 clusters Score -3506730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3506729.500000 Penalty: 3415.604004
	Iteration 38Q: 3 clusters Score -3506730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3506729.500000 Penalty: 3415.604004
	Iteration 39Q: 3 clusters Score -3506730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3506730.000000 Penalty: 3415.604004
	Iteration 40F: 3 clusters Score -3506730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3506741.750000 Penalty: 3415.604004
	Iteration 41Q: 3 clusters Score -3506742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3506758.250000 Penalty: 3415.604004
	Iteration 42Q: 3 clusters Score -3506758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3506770.500000 Penalty: 3415.604004
	Iteration 43Q: 3 clusters Score -3506770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3506790.250000 Penalty: 3415.604004
	Iteration 44Q: 3 clusters Score -3506790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3506809.750000 Penalty: 3415.604004
	Iteration 45Q: 3 clusters Score -3506810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3506833.000000 Penalty: 3415.604004
	Iteration 46Q: 3 clusters Score -3506833 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3506877.000000 Penalty: 3415.604004
	Iteration 47Q: 3 clusters Score -3506877 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3506896.750000 Penalty: 3415.604004
	Iteration 48Q: 3 clusters Score -3506897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3506907.500000 Penalty: 3415.604004
	Iteration 49Q: 3 clusters Score -3506908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3506922.250000 Penalty: 3415.604004
	Iteration 50Q: 3 clusters Score -3506922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3506946.750000 Penalty: 3415.604004
	Iteration 51Q: 3 clusters Score -3506947 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3506960.000000 Penalty: 3415.604004
	Iteration 52Q: 3 clusters Score -3506960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3506993.500000 Penalty: 3415.604004
	Iteration 53Q: 3 clusters Score -3506994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3507023.750000 Penalty: 3415.604004
	Iteration 54Q: 3 clusters Score -3507024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3507060.250000 Penalty: 3415.604004
	Iteration 55Q: 3 clusters Score -3507060 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3507101.500000 Penalty: 3415.604004
	Iteration 56Q: 3 clusters Score -3507102 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3507131.000000 Penalty: 3415.604004
	Iteration 57Q: 3 clusters Score -3507131 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3507164.500000 Penalty: 3415.604004
	Iteration 58Q: 3 clusters Score -3507164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3507208.750000 Penalty: 3415.604004
	Iteration 59Q: 3 clusters Score -3507209 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3507246.250000 Penalty: 3415.604004
	Iteration 60F: 3 clusters Score -3507246 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3507302.500000 Penalty: 3415.604004
	Iteration 61Q: 3 clusters Score -3507302 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3507342.500000 Penalty: 3415.604004
	Iteration 62Q: 3 clusters Score -3507342 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3507372.250000 Penalty: 3415.604004
	Iteration 63Q: 3 clusters Score -3507372 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3507418.000000 Penalty: 3415.604004
	Iteration 64Q: 3 clusters Score -3507418 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3507463.000000 Penalty: 3415.604004
	Iteration 65Q: 3 clusters Score -3507463 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3507496.000000 Penalty: 3415.604004
	Iteration 66Q: 3 clusters Score -3507496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3507547.750000 Penalty: 3415.604004
	Iteration 67Q: 3 clusters Score -3507548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3507593.000000 Penalty: 3415.604004
	Iteration 68Q: 3 clusters Score -3507593 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3507624.500000 Penalty: 3415.604004
	Iteration 69Q: 3 clusters Score -3507624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3507650.000000 Penalty: 3415.604004
	Iteration 70Q: 3 clusters Score -3507650 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3507702.500000 Penalty: 3415.604004
	Iteration 71Q: 3 clusters Score -3507702 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3507741.500000 Penalty: 3415.604004
	Iteration 72Q: 3 clusters Score -3507742 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3507800.500000 Penalty: 3415.604004
	Iteration 73Q: 3 clusters Score -3507800 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3507863.000000 Penalty: 3415.604004
	Iteration 74Q: 3 clusters Score -3507863 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3507916.000000 Penalty: 3415.604004
	Iteration 75Q: 3 clusters Score -3507916 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3507982.250000 Penalty: 3415.604004
	Iteration 76Q: 3 clusters Score -3507982 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3508037.000000 Penalty: 3415.604004
	Iteration 77Q: 3 clusters Score -3508037 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3508128.500000 Penalty: 3415.604004
	Iteration 78Q: 3 clusters Score -3508128 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3508204.000000 Penalty: 3415.604004
	Iteration 79Q: 3 clusters Score -3508204 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3508282.250000 Penalty: 3415.604004
	Iteration 80F: 3 clusters Score -3508282 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3508358.250000 Penalty: 3415.604004
	Iteration 81Q: 3 clusters Score -3508358 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3508435.750000 Penalty: 3415.604004
	Iteration 82Q: 3 clusters Score -3508436 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3508558.500000 Penalty: 3415.604004
	Iteration 83Q: 3 clusters Score -3508558 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3508700.000000 Penalty: 3415.604004
	Iteration 84Q: 3 clusters Score -3508700 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3508795.000000 Penalty: 3415.604004
	Iteration 85Q: 3 clusters Score -3508795 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3508906.500000 Penalty: 3415.604004
	Iteration 86Q: 3 clusters Score -3508906 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3509044.000000 Penalty: 3415.604004
	Iteration 87Q: 3 clusters Score -3509044 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3509184.250000 Penalty: 3415.604004
	Iteration 88Q: 3 clusters Score -3509184 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3509316.750000 Penalty: 3415.604004
	Iteration 89Q: 3 clusters Score -3509317 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3509463.000000 Penalty: 3415.604004
	Iteration 90Q: 3 clusters Score -3509463 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3509602.250000 Penalty: 3415.604004
	Iteration 91Q: 3 clusters Score -3509602 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3509756.500000 Penalty: 3415.604004
	Iteration 92Q: 3 clusters Score -3509756 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3509904.250000 Penalty: 3415.604004
	Iteration 93Q: 3 clusters Score -3509904 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3510073.250000 Penalty: 3415.604004
	Iteration 94Q: 3 clusters Score -3510073 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3510248.500000 Penalty: 3415.604004
	Iteration 95Q: 3 clusters Score -3510248 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3510375.750000 Penalty: 3415.604004
	Iteration 96Q: 3 clusters Score -3510376 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3510498.750000 Penalty: 3415.604004
	Iteration 97Q: 3 clusters Score -3510499 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3510609.250000 Penalty: 3415.604004
	Iteration 98Q: 3 clusters Score -3510609 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3510715.250000 Penalty: 3415.604004
	Iteration 99Q: 3 clusters Score -3510715 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3510887.500000 Penalty: 3415.604004
	Iteration 100F: 3 clusters Score -3510888 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3511065.750000 Penalty: 3415.604004
	Iteration 101Q: 3 clusters Score -3511066 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3511252.750000 Penalty: 3415.604004
	Iteration 102Q: 3 clusters Score -3511253 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3511400.750000 Penalty: 3415.604004
	Iteration 103Q: 3 clusters Score -3511401 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3511543.750000 Penalty: 3415.604004
	Iteration 104Q: 3 clusters Score -3511544 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3511686.500000 Penalty: 3415.604004
	Iteration 105Q: 3 clusters Score -3511686 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3511774.250000 Penalty: 3415.604004
	Iteration 106Q: 3 clusters Score -3511774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3511851.000000 Penalty: 3415.604004
	Iteration 107Q: 3 clusters Score -3511851 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3511912.750000 Penalty: 3415.604004
	Iteration 108Q: 3 clusters Score -3511913 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3511975.750000 Penalty: 3415.604004
	Iteration 109Q: 3 clusters Score -3511976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3512023.750000 Penalty: 3415.604004
	Iteration 110Q: 3 clusters Score -3512024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3512055.750000 Penalty: 3415.604004
	Iteration 111Q: 3 clusters Score -3512056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3512102.000000 Penalty: 3415.604004
	Iteration 112Q: 3 clusters Score -3512102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3512150.750000 Penalty: 3415.604004
	Iteration 113Q: 3 clusters Score -3512151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3512177.750000 Penalty: 3415.604004
	Iteration 114Q: 3 clusters Score -3512178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3512199.250000 Penalty: 3415.604004
	Iteration 115Q: 3 clusters Score -3512199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3512216.750000 Penalty: 3415.604004
	Iteration 116Q: 3 clusters Score -3512217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3512221.750000 Penalty: 3415.604004
	Iteration 117Q: 3 clusters Score -3512222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3512226.750000 Penalty: 3415.604004
	Iteration 118Q: 3 clusters Score -3512227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3512238.500000 Penalty: 3415.604004
	Iteration 119Q: 3 clusters Score -3512238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3512241.250000 Penalty: 3415.604004
	Iteration 120F: 3 clusters Score -3512241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3512245.250000 Penalty: 3415.604004
	Iteration 121Q: 3 clusters Score -3512245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3512251.000000 Penalty: 3415.604004
	Iteration 122Q: 3 clusters Score -3512251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3512255.000000 Penalty: 3415.604004
	Iteration 123Q: 3 clusters Score -3512255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3512257.250000 Penalty: 3415.604004
	Iteration 124Q: 3 clusters Score -3512257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3512264.250000 Penalty: 3415.604004
	Iteration 125Q: 3 clusters Score -3512264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3512273.750000 Penalty: 3415.604004
	Iteration 126Q: 3 clusters Score -3512274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3512276.750000 Penalty: 3415.604004
	Iteration 127Q: 3 clusters Score -3512277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3512276.250000 Penalty: 3415.604004
	Iteration 128Q: 3 clusters Score -3512276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3512277.500000 Penalty: 3415.604004
	Iteration 129Q: 3 clusters Score -3512278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3512283.250000 Penalty: 3415.604004
	Iteration 130Q: 3 clusters Score -3512283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3512283.250000 Penalty: 3415.604004
	Iteration 131Q: 3 clusters Score -3512283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3512284.250000 Penalty: 3415.604004
	Iteration 132Q: 3 clusters Score -3512284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3512286.250000 Penalty: 3415.604004
	Iteration 133Q: 3 clusters Score -3512286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3512287.000000 Penalty: 3415.604004
	Iteration 134Q: 3 clusters Score -3512287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3512288.750000 Penalty: 3415.604004
	Iteration 135Q: 3 clusters Score -3512289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3512292.000000 Penalty: 3415.604004
	Iteration 136Q: 3 clusters Score -3512292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3512294.000000 Penalty: 3415.604004
	Iteration 137Q: 3 clusters Score -3512294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3512292.250000 Penalty: 3415.604004
	Iteration 138Q: 3 clusters Score -3512292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3512306.500000 Penalty: 3415.604004
	Iteration 139Q: 3 clusters Score -3512306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3512308.750000 Penalty: 3415.604004
	Iteration 140F: 3 clusters Score -3512309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3512314.750000 Penalty: 3415.604004
	Iteration 141Q: 3 clusters Score -3512315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3512321.500000 Penalty: 3415.604004
	Iteration 142Q: 3 clusters Score -3512322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3512319.000000 Penalty: 3415.604004
	Iteration 143Q: 3 clusters Score -3512319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3512329.250000 Penalty: 3415.604004
	Iteration 144Q: 3 clusters Score -3512329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3512329.000000 Penalty: 3415.604004
	Iteration 145Q: 3 clusters Score -3512329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3512335.000000 Penalty: 3415.604004
	Iteration 146Q: 3 clusters Score -3512335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3512332.000000 Penalty: 3415.604004
	Iteration 147Q: 3 clusters Score -3512332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3512332.250000 Penalty: 3415.604004
	Iteration 148Q: 3 clusters Score -3512332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3512332.250000 Penalty: 3415.604004
	Iteration 149F: 3 clusters Score -3512332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -192544.078125 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -192544.1 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 1049 members 
Entering Unmasked Estep 
Score: -190370.046875 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -190370 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -190844.937500 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -190844.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -190971.437500 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -190971.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -191076.968750 Penalty: 2485.685547
	Iteration 3F: 3 clusters Score -191077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -191128.437500 Penalty: 2485.685547
	Iteration 4Q: 3 clusters Score -191128.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -191180.656250 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -191180.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -191245.437500 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -191245.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -191305.515625 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -191305.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -191362.250000 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -191362.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -191395.343750 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -191395.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -191415.156250 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -191415.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -191432.203125 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -191432.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -191453.921875 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -191453.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -191476.218750 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -191476.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -191500.812500 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -191500.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -191524.000000 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -191524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -191536.546875 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -191536.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -191553.562500 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -191553.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -191565.968750 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -191566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -191577.609375 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -191577.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -191585.828125 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -191585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -191593.453125 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -191593.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -191606.406250 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -191606.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -191618.718750 Penalty: 2485.685547
	Iteration 23Q: 3 clusters Score -191618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -191635.046875 Penalty: 2485.685547
	Iteration 24Q: 3 clusters Score -191635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -191656.125000 Penalty: 2485.685547
	Iteration 25Q: 3 clusters Score -191656.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -191673.406250 Penalty: 2485.685547
	Iteration 26Q: 3 clusters Score -191673.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -191692.390625 Penalty: 2485.685547
	Iteration 27Q: 3 clusters Score -191692.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -191703.375000 Penalty: 2485.685547
	Iteration 28Q: 3 clusters Score -191703.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -191711.921875 Penalty: 2485.685547
	Iteration 29Q: 3 clusters Score -191711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -191717.312500 Penalty: 2485.685547
	Iteration 30Q: 3 clusters Score -191717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -191720.312500 Penalty: 2485.685547
	Iteration 31Q: 3 clusters Score -191720.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -191724.265625 Penalty: 2485.685547
	Iteration 32Q: 3 clusters Score -191724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -191725.921875 Penalty: 2485.685547
	Iteration 33Q: 3 clusters Score -191725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -191726.359375 Penalty: 2485.685547
	Iteration 34Q: 3 clusters Score -191726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -191726.359375 Penalty: 2485.685547
	Iteration 35F: 3 clusters Score -191726.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (39100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Entering Unmasked Estep 
Score: -3729585.500000 Penalty: 1718.255127
	Iteration 0F: 2 clusters Score -3729586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3705593.500000 Penalty: 3436.510254
	Iteration 0F: 3 clusters Score -3705594 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3715653.000000 Penalty: 3436.510254
	Iteration 1F: 3 clusters Score -3715653 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3716131.250000 Penalty: 3436.510254
	Iteration 2Q: 3 clusters Score -3716131 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3716748.000000 Penalty: 3436.510254
	Iteration 3Q: 3 clusters Score -3716748 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3717640.500000 Penalty: 3436.510254
	Iteration 4F: 3 clusters Score -3717640 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3719066.750000 Penalty: 3436.510254
	Iteration 5F: 3 clusters Score -3719067 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3721329.500000 Penalty: 3436.510254
	Iteration 6F: 3 clusters Score -3721330 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3724430.500000 Penalty: 3436.510254
	Iteration 7F: 3 clusters Score -3724430 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3726591.500000 Penalty: 3436.510254
	Iteration 8F: 3 clusters Score -3726592 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3727421.250000 Penalty: 3436.510254
	Iteration 9Q: 3 clusters Score -3727421 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3727737.500000 Penalty: 3436.510254
	Iteration 10Q: 3 clusters Score -3727738 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3727870.500000 Penalty: 3436.510254
	Iteration 11Q: 3 clusters Score -3727870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3727943.750000 Penalty: 3436.510254
	Iteration 12Q: 3 clusters Score -3727944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3727976.250000 Penalty: 3436.510254
	Iteration 13Q: 3 clusters Score -3727976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3727981.000000 Penalty: 3436.510254
	Iteration 14Q: 3 clusters Score -3727981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3727994.750000 Penalty: 3436.510254
	Iteration 15Q: 3 clusters Score -3727995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3728012.250000 Penalty: 3436.510254
	Iteration 16Q: 3 clusters Score -3728012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3728018.000000 Penalty: 3436.510254
	Iteration 17Q: 3 clusters Score -3728018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3728022.000000 Penalty: 3436.510254
	Iteration 18Q: 3 clusters Score -3728022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3728026.750000 Penalty: 3436.510254
	Iteration 19Q: 3 clusters Score -3728027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3728032.250000 Penalty: 3436.510254
	Iteration 20F: 3 clusters Score -3728032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -551818.875000 Penalty: 1415.234497
	Iteration 0F: 2 clusters Score -551818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -547069.125000 Penalty: 2830.468994
	Iteration 0F: 3 clusters Score -547069.1 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -548545.000000 Penalty: 2830.468994
	Iteration 1F: 3 clusters Score -548545 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -548946.812500 Penalty: 2830.468994
	Iteration 2F: 3 clusters Score -548946.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -549324.500000 Penalty: 2830.468994
	Iteration 3F: 3 clusters Score -549324.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -549618.937500 Penalty: 2830.468994
	Iteration 4F: 3 clusters Score -549618.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -549875.562500 Penalty: 2830.468994
	Iteration 5F: 3 clusters Score -549875.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -550057.375000 Penalty: 2830.468994
	Iteration 6Q: 3 clusters Score -550057.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -550187.625000 Penalty: 2830.468994
	Iteration 7Q: 3 clusters Score -550187.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -550287.625000 Penalty: 2830.468994
	Iteration 8Q: 3 clusters Score -550287.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -550410.187500 Penalty: 2830.468994
	Iteration 9Q: 3 clusters Score -550410.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -550550.875000 Penalty: 2830.468994
	Iteration 10Q: 3 clusters Score -550550.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -550702.437500 Penalty: 2830.468994
	Iteration 11Q: 3 clusters Score -550702.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -550887.500000 Penalty: 2830.468994
	Iteration 12Q: 3 clusters Score -550887.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -551007.500000 Penalty: 2830.468994
	Iteration 13Q: 3 clusters Score -551007.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -551088.562500 Penalty: 2830.468994
	Iteration 14Q: 3 clusters Score -551088.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -551160.375000 Penalty: 2830.468994
	Iteration 15Q: 3 clusters Score -551160.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -551220.875000 Penalty: 2830.468994
	Iteration 16Q: 3 clusters Score -551220.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -551256.562500 Penalty: 2830.468994
	Iteration 17Q: 3 clusters Score -551256.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -551276.187500 Penalty: 2830.468994
	Iteration 18Q: 3 clusters Score -551276.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -551290.250000 Penalty: 2830.468994
	Iteration 19Q: 3 clusters Score -551290.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -551299.000000 Penalty: 2830.468994
	Iteration 20F: 3 clusters Score -551299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -551308.875000 Penalty: 2830.468994
	Iteration 21Q: 3 clusters Score -551308.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -551316.000000 Penalty: 2830.468994
	Iteration 22Q: 3 clusters Score -551316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -551320.437500 Penalty: 2830.468994
	Iteration 23Q: 3 clusters Score -551320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -551325.625000 Penalty: 2830.468994
	Iteration 24Q: 3 clusters Score -551325.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -551332.500000 Penalty: 2830.468994
	Iteration 25Q: 3 clusters Score -551332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -551336.000000 Penalty: 2830.468994
	Iteration 26Q: 3 clusters Score -551336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -551336.625000 Penalty: 2830.468994
	Iteration 27Q: 3 clusters Score -551336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -551336.312500 Penalty: 2830.468994
	Iteration 28Q: 3 clusters Score -551336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -551337.250000 Penalty: 2830.468994
	Iteration 29Q: 3 clusters Score -551337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -551342.000000 Penalty: 2830.468994
	Iteration 30Q: 3 clusters Score -551342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -551343.125000 Penalty: 2830.468994
	Iteration 31Q: 3 clusters Score -551343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -551345.062500 Penalty: 2830.468994
	Iteration 32Q: 3 clusters Score -551345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -551348.062500 Penalty: 2830.468994
	Iteration 33Q: 3 clusters Score -551348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -551354.250000 Penalty: 2830.468994
	Iteration 34Q: 3 clusters Score -551354.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -551359.937500 Penalty: 2830.468994
	Iteration 35Q: 3 clusters Score -551359.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -551365.187500 Penalty: 2830.468994
	Iteration 36Q: 3 clusters Score -551365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -551369.125000 Penalty: 2830.468994
	Iteration 37Q: 3 clusters Score -551369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -551369.437500 Penalty: 2830.468994
	Iteration 38Q: 3 clusters Score -551369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -551371.187500 Penalty: 2830.468994
	Iteration 39Q: 3 clusters Score -551371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -551373.125000 Penalty: 2830.468994
	Iteration 40F: 3 clusters Score -551373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -551373.437500 Penalty: 2830.468994
	Iteration 41Q: 3 clusters Score -551373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -551374.250000 Penalty: 2830.468994
	Iteration 42Q: 3 clusters Score -551374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -551374.250000 Penalty: 2830.468994
	Iteration 43F: 3 clusters Score -551374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (42329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Entering Unmasked Estep 
Score: -4060479.500000 Penalty: 1731.149536
	Iteration 0F: 2 clusters Score -4060480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -4035837.250000 Penalty: 3462.299072
	Iteration 0F: 3 clusters Score -4035837 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4047197.000000 Penalty: 3462.299072
	Iteration 1F: 3 clusters Score -4047197 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4047784.250000 Penalty: 3462.299072
	Iteration 2Q: 3 clusters Score -4047784 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4048532.000000 Penalty: 3462.299072
	Iteration 3Q: 3 clusters Score -4048532 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4049781.500000 Penalty: 3462.299072
	Iteration 4F: 3 clusters Score -4049782 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4051713.250000 Penalty: 3462.299072
	Iteration 5F: 3 clusters Score -4051713 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -4054382.750000 Penalty: 3462.299072
	Iteration 6F: 3 clusters Score -4054383 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4056374.750000 Penalty: 3462.299072
	Iteration 7F: 3 clusters Score -4056375 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4057465.250000 Penalty: 3462.299072
	Iteration 8F: 3 clusters Score -4057465 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4058124.500000 Penalty: 3462.299072
	Iteration 9Q: 3 clusters Score -4058124 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4058475.500000 Penalty: 3462.299072
	Iteration 10Q: 3 clusters Score -4058476 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4058658.000000 Penalty: 3462.299072
	Iteration 11Q: 3 clusters Score -4058658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4058744.000000 Penalty: 3462.299072
	Iteration 12Q: 3 clusters Score -4058744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4058814.500000 Penalty: 3462.299072
	Iteration 13Q: 3 clusters Score -4058814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4058851.000000 Penalty: 3462.299072
	Iteration 14Q: 3 clusters Score -4058851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4058879.750000 Penalty: 3462.299072
	Iteration 15Q: 3 clusters Score -4058880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4058898.250000 Penalty: 3462.299072
	Iteration 16Q: 3 clusters Score -4058898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4058907.750000 Penalty: 3462.299072
	Iteration 17Q: 3 clusters Score -4058908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4058911.250000 Penalty: 3462.299072
	Iteration 18Q: 3 clusters Score -4058911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4058923.250000 Penalty: 3462.299072
	Iteration 19Q: 3 clusters Score -4058923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4058924.500000 Penalty: 3462.299072
	Iteration 20F: 3 clusters Score -4058924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4058930.250000 Penalty: 3462.299072
	Iteration 21Q: 3 clusters Score -4058930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4058938.000000 Penalty: 3462.299072
	Iteration 22Q: 3 clusters Score -4058938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4058946.000000 Penalty: 3462.299072
	Iteration 23Q: 3 clusters Score -4058946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4058948.250000 Penalty: 3462.299072
	Iteration 24Q: 3 clusters Score -4058948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4058949.750000 Penalty: 3462.299072
	Iteration 25Q: 3 clusters Score -4058950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4058950.000000 Penalty: 3462.299072
	Iteration 26Q: 3 clusters Score -4058950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4058944.250000 Penalty: 3462.299072
	Iteration 27Q: 3 clusters Score -4058944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4058945.000000 Penalty: 3462.299072
	Iteration 28Q: 3 clusters Score -4058945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4058945.000000 Penalty: 3462.299072
	Iteration 29F: 3 clusters Score -4058945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -130855.718750 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -130855.7 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 737 members 
Entering Unmasked Estep 
Score: -129134.921875 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -129134.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129589.789062 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -129589.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -129782.937500 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -129782.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -129963.429688 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -129963.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130127.953125 Penalty: 2370.451904
	Iteration 4F: 3 clusters Score -130128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -130256.070312 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -130256.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -130330.390625 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -130330.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -130373.234375 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -130373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -130407.484375 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -130407.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -130458.109375 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -130458.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -130483.343750 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -130483.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -130514.226562 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -130514.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -130537.703125 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -130537.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -130561.640625 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -130561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -130578.500000 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -130578.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -130608.906250 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -130608.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -130623.500000 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -130623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -130626.648438 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -130626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -130627.929688 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -130627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -130628.742188 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -130628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -130630.992188 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -130631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -130635.804688 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -130635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -130636.765625 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -130636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -130637.132812 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -130637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -130637.929688 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -130637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -130637.929688 Penalty: 2370.451904
	Iteration 25F: 3 clusters Score -130637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -86973.796875 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -86973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -85578.046875 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -85578.05 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85967.804688 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -85967.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -86078.750000 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -86078.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -86143.617188 Penalty: 2279.230225
	Iteration 3Q: 3 clusters Score -86143.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -86171.523438 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -86171.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -86191.062500 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -86191.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -86212.492188 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -86212.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -86227.359375 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -86227.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -86238.101562 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -86238.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -86246.679688 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -86246.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -86261.000000 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -86261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -86271.335938 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -86271.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -86284.984375 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -86284.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -86292.742188 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -86292.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -86296.398438 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -86296.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -86299.867188 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -86299.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -86301.835938 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -86301.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -86306.070312 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -86306.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -86311.437500 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -86311.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -86317.906250 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -86317.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -86321.867188 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -86321.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -86331.679688 Penalty: 2279.230225
	Iteration 21Q: 3 clusters Score -86331.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -86335.468750 Penalty: 2279.230225
	Iteration 22Q: 3 clusters Score -86335.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -86382.859375 Penalty: 2279.230225
	Iteration 23Q: 3 clusters Score -86382.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -86405.054688 Penalty: 2279.230225
	Iteration 24Q: 3 clusters Score -86405.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86421.125000 Penalty: 2279.230225
	Iteration 25Q: 3 clusters Score -86421.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -86428.734375 Penalty: 2279.230225
	Iteration 26Q: 3 clusters Score -86428.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -86432.335938 Penalty: 2279.230225
	Iteration 27Q: 3 clusters Score -86432.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -86434.679688 Penalty: 2279.230225
	Iteration 28Q: 3 clusters Score -86434.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -86436.789062 Penalty: 2279.230225
	Iteration 29Q: 3 clusters Score -86436.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -86437.843750 Penalty: 2279.230225
	Iteration 30Q: 3 clusters Score -86437.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -86438.914062 Penalty: 2279.230225
	Iteration 31Q: 3 clusters Score -86438.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -86440.671875 Penalty: 2279.230225
	Iteration 32Q: 3 clusters Score -86440.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -86442.750000 Penalty: 2279.230225
	Iteration 33Q: 3 clusters Score -86442.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -86449.914062 Penalty: 2279.230225
	Iteration 34Q: 3 clusters Score -86449.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -86451.875000 Penalty: 2279.230225
	Iteration 35Q: 3 clusters Score -86451.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -86451.875000 Penalty: 2279.230225
	Iteration 36F: 3 clusters Score -86451.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -583613.375000 Penalty: 1424.893433
	Iteration 0F: 2 clusters Score -583613.4 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 3280 members 
Entering Unmasked Estep 
Score: -578786.750000 Penalty: 2849.786865
	Iteration 0F: 3 clusters Score -578786.8 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -580324.250000 Penalty: 2849.786865
	Iteration 1F: 3 clusters Score -580324.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -580690.375000 Penalty: 2849.786865
	Iteration 2F: 3 clusters Score -580690.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -580980.000000 Penalty: 2849.786865
	Iteration 3F: 3 clusters Score -580980 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -581312.687500 Penalty: 2849.786865
	Iteration 4F: 3 clusters Score -581312.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -581649.437500 Penalty: 2849.786865
	Iteration 5F: 3 clusters Score -581649.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -581966.750000 Penalty: 2849.786865
	Iteration 6F: 3 clusters Score -581966.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -582215.437500 Penalty: 2849.786865
	Iteration 7F: 3 clusters Score -582215.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -582411.937500 Penalty: 2849.786865
	Iteration 8Q: 3 clusters Score -582411.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -582587.000000 Penalty: 2849.786865
	Iteration 9Q: 3 clusters Score -582587 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -582716.312500 Penalty: 2849.786865
	Iteration 10Q: 3 clusters Score -582716.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -582805.437500 Penalty: 2849.786865
	Iteration 11Q: 3 clusters Score -582805.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -582869.687500 Penalty: 2849.786865
	Iteration 12Q: 3 clusters Score -582869.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -582906.312500 Penalty: 2849.786865
	Iteration 13Q: 3 clusters Score -582906.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -582945.000000 Penalty: 2849.786865
	Iteration 14Q: 3 clusters Score -582945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -582971.687500 Penalty: 2849.786865
	Iteration 15Q: 3 clusters Score -582971.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -582998.312500 Penalty: 2849.786865
	Iteration 16Q: 3 clusters Score -582998.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -583014.187500 Penalty: 2849.786865
	Iteration 17Q: 3 clusters Score -583014.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -583023.937500 Penalty: 2849.786865
	Iteration 18Q: 3 clusters Score -583023.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -583035.750000 Penalty: 2849.786865
	Iteration 19Q: 3 clusters Score -583035.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -583050.562500 Penalty: 2849.786865
	Iteration 20F: 3 clusters Score -583050.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -583062.437500 Penalty: 2849.786865
	Iteration 21Q: 3 clusters Score -583062.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -583072.250000 Penalty: 2849.786865
	Iteration 22Q: 3 clusters Score -583072.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -583082.312500 Penalty: 2849.786865
	Iteration 23Q: 3 clusters Score -583082.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -583096.250000 Penalty: 2849.786865
	Iteration 24Q: 3 clusters Score -583096.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -583114.125000 Penalty: 2849.786865
	Iteration 25Q: 3 clusters Score -583114.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -583147.062500 Penalty: 2849.786865
	Iteration 26Q: 3 clusters Score -583147.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -583189.937500 Penalty: 2849.786865
	Iteration 27Q: 3 clusters Score -583189.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -583245.875000 Penalty: 2849.786865
	Iteration 28Q: 3 clusters Score -583245.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -583289.500000 Penalty: 2849.786865
	Iteration 29Q: 3 clusters Score -583289.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -583321.687500 Penalty: 2849.786865
	Iteration 30Q: 3 clusters Score -583321.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -583345.750000 Penalty: 2849.786865
	Iteration 31Q: 3 clusters Score -583345.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -583363.500000 Penalty: 2849.786865
	Iteration 32Q: 3 clusters Score -583363.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -583382.250000 Penalty: 2849.786865
	Iteration 33Q: 3 clusters Score -583382.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -583400.437500 Penalty: 2849.786865
	Iteration 34Q: 3 clusters Score -583400.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -583413.687500 Penalty: 2849.786865
	Iteration 35Q: 3 clusters Score -583413.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -583420.437500 Penalty: 2849.786865
	Iteration 36Q: 3 clusters Score -583420.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -583425.500000 Penalty: 2849.786865
	Iteration 37Q: 3 clusters Score -583425.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -583431.000000 Penalty: 2849.786865
	Iteration 38Q: 3 clusters Score -583431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -583435.000000 Penalty: 2849.786865
	Iteration 39Q: 3 clusters Score -583435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -583437.750000 Penalty: 2849.786865
	Iteration 40F: 3 clusters Score -583437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -583441.500000 Penalty: 2849.786865
	Iteration 41Q: 3 clusters Score -583441.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -583446.812500 Penalty: 2849.786865
	Iteration 42Q: 3 clusters Score -583446.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -583448.437500 Penalty: 2849.786865
	Iteration 43Q: 3 clusters Score -583448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -583450.500000 Penalty: 2849.786865
	Iteration 44Q: 3 clusters Score -583450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -583450.437500 Penalty: 2849.786865
	Iteration 45Q: 3 clusters Score -583450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -583450.062500 Penalty: 2849.786865
	Iteration 46Q: 3 clusters Score -583450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -583450.062500 Penalty: 2849.786865
	Iteration 47F: 3 clusters Score -583450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Entering Unmasked Estep 
Score: -814186.312500 Penalty: 1469.888184
	Iteration 0F: 2 clusters Score -814186.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -807992.375000 Penalty: 2939.776367
	Iteration 0F: 3 clusters Score -807992.4 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -809884.750000 Penalty: 2939.776367
	Iteration 1F: 3 clusters Score -809884.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -810095.375000 Penalty: 2939.776367
	Iteration 2F: 3 clusters Score -810095.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -810294.000000 Penalty: 2939.776367
	Iteration 3Q: 3 clusters Score -810294 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -810468.437500 Penalty: 2939.776367
	Iteration 4Q: 3 clusters Score -810468.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -810632.125000 Penalty: 2939.776367
	Iteration 5Q: 3 clusters Score -810632.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -810757.687500 Penalty: 2939.776367
	Iteration 6Q: 3 clusters Score -810757.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -810873.625000 Penalty: 2939.776367
	Iteration 7Q: 3 clusters Score -810873.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -811005.562500 Penalty: 2939.776367
	Iteration 8Q: 3 clusters Score -811005.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -811143.375000 Penalty: 2939.776367
	Iteration 9Q: 3 clusters Score -811143.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -811284.750000 Penalty: 2939.776367
	Iteration 10Q: 3 clusters Score -811284.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -811445.125000 Penalty: 2939.776367
	Iteration 11Q: 3 clusters Score -811445.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -811641.250000 Penalty: 2939.776367
	Iteration 12Q: 3 clusters Score -811641.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -811827.000000 Penalty: 2939.776367
	Iteration 13Q: 3 clusters Score -811827 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -811988.625000 Penalty: 2939.776367
	Iteration 14Q: 3 clusters Score -811988.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -812113.562500 Penalty: 2939.776367
	Iteration 15Q: 3 clusters Score -812113.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -812200.562500 Penalty: 2939.776367
	Iteration 16Q: 3 clusters Score -812200.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -812258.250000 Penalty: 2939.776367
	Iteration 17Q: 3 clusters Score -812258.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -812301.250000 Penalty: 2939.776367
	Iteration 18Q: 3 clusters Score -812301.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -812344.187500 Penalty: 2939.776367
	Iteration 19Q: 3 clusters Score -812344.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -812366.875000 Penalty: 2939.776367
	Iteration 20F: 3 clusters Score -812366.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -812393.062500 Penalty: 2939.776367
	Iteration 21Q: 3 clusters Score -812393.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -812414.500000 Penalty: 2939.776367
	Iteration 22Q: 3 clusters Score -812414.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -812436.625000 Penalty: 2939.776367
	Iteration 23Q: 3 clusters Score -812436.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -812462.375000 Penalty: 2939.776367
	Iteration 24Q: 3 clusters Score -812462.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -812487.062500 Penalty: 2939.776367
	Iteration 25Q: 3 clusters Score -812487.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -812514.312500 Penalty: 2939.776367
	Iteration 26Q: 3 clusters Score -812514.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -812537.187500 Penalty: 2939.776367
	Iteration 27Q: 3 clusters Score -812537.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -812557.562500 Penalty: 2939.776367
	Iteration 28Q: 3 clusters Score -812557.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -812577.500000 Penalty: 2939.776367
	Iteration 29Q: 3 clusters Score -812577.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -812597.812500 Penalty: 2939.776367
	Iteration 30Q: 3 clusters Score -812597.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -812624.625000 Penalty: 2939.776367
	Iteration 31Q: 3 clusters Score -812624.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -812654.187500 Penalty: 2939.776367
	Iteration 32Q: 3 clusters Score -812654.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -812692.125000 Penalty: 2939.776367
	Iteration 33Q: 3 clusters Score -812692.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -812735.437500 Penalty: 2939.776367
	Iteration 34Q: 3 clusters Score -812735.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -812781.250000 Penalty: 2939.776367
	Iteration 35Q: 3 clusters Score -812781.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -812818.625000 Penalty: 2939.776367
	Iteration 36Q: 3 clusters Score -812818.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -812854.937500 Penalty: 2939.776367
	Iteration 37Q: 3 clusters Score -812854.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -812881.937500 Penalty: 2939.776367
	Iteration 38Q: 3 clusters Score -812881.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -812898.750000 Penalty: 2939.776367
	Iteration 39Q: 3 clusters Score -812898.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -812916.500000 Penalty: 2939.776367
	Iteration 40F: 3 clusters Score -812916.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -812930.500000 Penalty: 2939.776367
	Iteration 41Q: 3 clusters Score -812930.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -812941.875000 Penalty: 2939.776367
	Iteration 42Q: 3 clusters Score -812941.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -812946.750000 Penalty: 2939.776367
	Iteration 43Q: 3 clusters Score -812946.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -812953.500000 Penalty: 2939.776367
	Iteration 44Q: 3 clusters Score -812953.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -812954.687500 Penalty: 2939.776367
	Iteration 45Q: 3 clusters Score -812954.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -812960.187500 Penalty: 2939.776367
	Iteration 46Q: 3 clusters Score -812960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -812965.937500 Penalty: 2939.776367
	Iteration 47Q: 3 clusters Score -812965.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -812967.000000 Penalty: 2939.776367
	Iteration 48Q: 3 clusters Score -812967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -812969.937500 Penalty: 2939.776367
	Iteration 49Q: 3 clusters Score -812969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -812973.875000 Penalty: 2939.776367
	Iteration 50Q: 3 clusters Score -812973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -812977.750000 Penalty: 2939.776367
	Iteration 51Q: 3 clusters Score -812977.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -812979.500000 Penalty: 2939.776367
	Iteration 52Q: 3 clusters Score -812979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -812981.375000 Penalty: 2939.776367
	Iteration 53Q: 3 clusters Score -812981.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -812986.312500 Penalty: 2939.776367
	Iteration 54Q: 3 clusters Score -812986.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -812992.687500 Penalty: 2939.776367
	Iteration 55Q: 3 clusters Score -812992.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -812999.187500 Penalty: 2939.776367
	Iteration 56Q: 3 clusters Score -812999.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -813007.312500 Penalty: 2939.776367
	Iteration 57Q: 3 clusters Score -813007.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -813011.312500 Penalty: 2939.776367
	Iteration 58Q: 3 clusters Score -813011.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -813017.937500 Penalty: 2939.776367
	Iteration 59Q: 3 clusters Score -813017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -813020.000000 Penalty: 2939.776367
	Iteration 60F: 3 clusters Score -813020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -813022.062500 Penalty: 2939.776367
	Iteration 61Q: 3 clusters Score -813022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -813023.062500 Penalty: 2939.776367
	Iteration 62Q: 3 clusters Score -813023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -813027.187500 Penalty: 2939.776367
	Iteration 63Q: 3 clusters Score -813027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -813030.125000 Penalty: 2939.776367
	Iteration 64Q: 3 clusters Score -813030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -813032.375000 Penalty: 2939.776367
	Iteration 65Q: 3 clusters Score -813032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -813035.187500 Penalty: 2939.776367
	Iteration 66Q: 3 clusters Score -813035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -813037.750000 Penalty: 2939.776367
	Iteration 67Q: 3 clusters Score -813037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -813040.187500 Penalty: 2939.776367
	Iteration 68Q: 3 clusters Score -813040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -813040.812500 Penalty: 2939.776367
	Iteration 69Q: 3 clusters Score -813040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -813044.625000 Penalty: 2939.776367
	Iteration 70Q: 3 clusters Score -813044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -813043.375000 Penalty: 2939.776367
	Iteration 71Q: 3 clusters Score -813043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -813046.187500 Penalty: 2939.776367
	Iteration 72Q: 3 clusters Score -813046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -813049.437500 Penalty: 2939.776367
	Iteration 73Q: 3 clusters Score -813049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -813050.812500 Penalty: 2939.776367
	Iteration 74Q: 3 clusters Score -813050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -813053.500000 Penalty: 2939.776367
	Iteration 75Q: 3 clusters Score -813053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -813051.937500 Penalty: 2939.776367
	Iteration 76Q: 3 clusters Score -813051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -813053.750000 Penalty: 2939.776367
	Iteration 77Q: 3 clusters Score -813053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -813052.750000 Penalty: 2939.776367
	Iteration 78Q: 3 clusters Score -813052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -813052.750000 Penalty: 2939.776367
	Iteration 79F: 3 clusters Score -813052.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (27224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Entering Unmasked Estep 
Score: -2649241.000000 Penalty: 1659.426270
	Iteration 0F: 2 clusters Score -2649241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2630829.750000 Penalty: 3318.852539
	Iteration 0F: 3 clusters Score -2630830 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2637566.500000 Penalty: 3318.852539
	Iteration 1F: 3 clusters Score -2637566 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2637864.000000 Penalty: 3318.852539
	Iteration 2Q: 3 clusters Score -2637864 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2638131.500000 Penalty: 3318.852539
	Iteration 3Q: 3 clusters Score -2638132 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2638373.500000 Penalty: 3318.852539
	Iteration 4Q: 3 clusters Score -2638374 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2638567.500000 Penalty: 3318.852539
	Iteration 5Q: 3 clusters Score -2638568 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2638811.250000 Penalty: 3318.852539
	Iteration 6Q: 3 clusters Score -2638811 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2639104.000000 Penalty: 3318.852539
	Iteration 7Q: 3 clusters Score -2639104 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2639482.000000 Penalty: 3318.852539
	Iteration 8Q: 3 clusters Score -2639482 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2640019.000000 Penalty: 3318.852539
	Iteration 9Q: 3 clusters Score -2640019 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2640807.000000 Penalty: 3318.852539
	Iteration 10Q: 3 clusters Score -2640807 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2641812.250000 Penalty: 3318.852539
	Iteration 11F: 3 clusters Score -2641812 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2642973.000000 Penalty: 3318.852539
	Iteration 12F: 3 clusters Score -2642973 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2644094.750000 Penalty: 3318.852539
	Iteration 13Q: 3 clusters Score -2644095 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2645028.000000 Penalty: 3318.852539
	Iteration 14Q: 3 clusters Score -2645028 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2645682.750000 Penalty: 3318.852539
	Iteration 15Q: 3 clusters Score -2645683 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2646169.250000 Penalty: 3318.852539
	Iteration 16Q: 3 clusters Score -2646169 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2646482.250000 Penalty: 3318.852539
	Iteration 17Q: 3 clusters Score -2646482 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2646692.250000 Penalty: 3318.852539
	Iteration 18Q: 3 clusters Score -2646692 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2646840.500000 Penalty: 3318.852539
	Iteration 19Q: 3 clusters Score -2646840 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2646978.000000 Penalty: 3318.852539
	Iteration 20F: 3 clusters Score -2646978 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2647074.000000 Penalty: 3318.852539
	Iteration 21Q: 3 clusters Score -2647074 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2647157.250000 Penalty: 3318.852539
	Iteration 22Q: 3 clusters Score -2647157 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2647209.500000 Penalty: 3318.852539
	Iteration 23Q: 3 clusters Score -2647210 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2647254.250000 Penalty: 3318.852539
	Iteration 24Q: 3 clusters Score -2647254 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2647292.500000 Penalty: 3318.852539
	Iteration 25Q: 3 clusters Score -2647292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2647327.750000 Penalty: 3318.852539
	Iteration 26Q: 3 clusters Score -2647328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2647342.250000 Penalty: 3318.852539
	Iteration 27Q: 3 clusters Score -2647342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2647361.250000 Penalty: 3318.852539
	Iteration 28Q: 3 clusters Score -2647361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2647374.500000 Penalty: 3318.852539
	Iteration 29Q: 3 clusters Score -2647374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2647380.250000 Penalty: 3318.852539
	Iteration 30Q: 3 clusters Score -2647380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2647376.500000 Penalty: 3318.852539
	Iteration 31Q: 3 clusters Score -2647376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2647379.500000 Penalty: 3318.852539
	Iteration 32Q: 3 clusters Score -2647380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2647392.250000 Penalty: 3318.852539
	Iteration 33Q: 3 clusters Score -2647392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2647401.000000 Penalty: 3318.852539
	Iteration 34Q: 3 clusters Score -2647401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2647409.000000 Penalty: 3318.852539
	Iteration 35Q: 3 clusters Score -2647409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2647407.250000 Penalty: 3318.852539
	Iteration 36Q: 3 clusters Score -2647407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2647417.750000 Penalty: 3318.852539
	Iteration 37Q: 3 clusters Score -2647418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2647422.750000 Penalty: 3318.852539
	Iteration 38Q: 3 clusters Score -2647423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2647426.250000 Penalty: 3318.852539
	Iteration 39Q: 3 clusters Score -2647426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2647430.250000 Penalty: 3318.852539
	Iteration 40F: 3 clusters Score -2647430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2647424.500000 Penalty: 3318.852539
	Iteration 41Q: 3 clusters Score -2647424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2647423.500000 Penalty: 3318.852539
	Iteration 42Q: 3 clusters Score -2647424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2647421.750000 Penalty: 3318.852539
	Iteration 43Q: 3 clusters Score -2647422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2647425.000000 Penalty: 3318.852539
	Iteration 44Q: 3 clusters Score -2647425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2647429.250000 Penalty: 3318.852539
	Iteration 45Q: 3 clusters Score -2647429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2647428.250000 Penalty: 3318.852539
	Iteration 46Q: 3 clusters Score -2647428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2647429.000000 Penalty: 3318.852539
	Iteration 47Q: 3 clusters Score -2647429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2647429.750000 Penalty: 3318.852539
	Iteration 48Q: 3 clusters Score -2647430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2647429.000000 Penalty: 3318.852539
	Iteration 49Q: 3 clusters Score -2647429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2647431.500000 Penalty: 3318.852539
	Iteration 50Q: 3 clusters Score -2647432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2647433.000000 Penalty: 3318.852539
	Iteration 51Q: 3 clusters Score -2647433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2647432.750000 Penalty: 3318.852539
	Iteration 52Q: 3 clusters Score -2647433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2647435.500000 Penalty: 3318.852539
	Iteration 53Q: 3 clusters Score -2647436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2647434.000000 Penalty: 3318.852539
	Iteration 54Q: 3 clusters Score -2647434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2647430.000000 Penalty: 3318.852539
	Iteration 55Q: 3 clusters Score -2647430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2647430.000000 Penalty: 3318.852539
	Iteration 56F: 3 clusters Score -2647430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -243790.875000 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -243790.9 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 1353 members 
Entering Unmasked Estep 
Score: -241256.796875 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -241256.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -241847.437500 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -241847.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -241975.296875 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -241975.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -242064.343750 Penalty: 2570.584229
	Iteration 3F: 3 clusters Score -242064.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -242165.328125 Penalty: 2570.584229
	Iteration 4Q: 3 clusters Score -242165.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -242259.468750 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -242259.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -242344.484375 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -242344.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -242408.078125 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -242408.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -242466.500000 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -242466.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -242535.109375 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -242535.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -242598.765625 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -242598.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -242653.468750 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -242653.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -242705.031250 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -242705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -242761.781250 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -242761.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -242803.468750 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -242803.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242828.890625 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -242828.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -242844.828125 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -242844.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242854.734375 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -242854.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -242862.203125 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -242862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242866.218750 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -242866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -242869.250000 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -242869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -242870.515625 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -242870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -242871.515625 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -242871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242873.437500 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -242873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242875.531250 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -242875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -242876.515625 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -242876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -242876.640625 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -242876.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -242877.859375 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -242877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -242877.968750 Penalty: 2570.584229
	Iteration 28Q: 3 clusters Score -242878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -242877.968750 Penalty: 2570.584229
	Iteration 29F: 3 clusters Score -242878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 5546 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 35543 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 11172 members 
Mstep: Class 13 contains 47774 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 9208 members 
Mstep: Class 17 contains 47325 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32345 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 1247 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 24026 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 729 members 
Mstep: Class 28 contains 15123 members 
Mstep: Class 29 contains 42848 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 36664 members 
Mstep: Class 32 contains 2097 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 42329 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6429 members 
Mstep: Class 39 contains 8480 members 
Mstep: Class 40 contains 27224 members 
Mstep: Class 41 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771624.000000 Penalty: 90129.382812
Iteration 119Q: 43 clusters Score -4.977162e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 35534 members 
Mstep: Class 9 contains 4897 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 11151 members 
Mstep: Class 13 contains 47807 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 19958 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 47390 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 7071 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32323 members 
Mstep: Class 22 contains 912 members 
Mstep: Class 23 contains 1252 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 8172 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 15121 members 
Mstep: Class 29 contains 42377 members 
Mstep: Class 30 contains 1758 members 
Mstep: Class 31 contains 36661 members 
Mstep: Class 32 contains 2113 members 
Mstep: Class 33 contains 39093 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 42319 members 
Mstep: Class 36 contains 1472 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6378 members 
Mstep: Class 39 contains 8481 members 
Mstep: Class 40 contains 27625 members 
Mstep: Class 41 contains 2759 members 
Mstep: Class 42 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772356.000000 Penalty: 90129.382812
Iteration 120F: 43 clusters Score -4.977236e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 3033 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35528 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 11124 members 
Mstep: Class 13 contains 47831 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 19953 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 47317 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 7108 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32262 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 1255 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 734 members 
Mstep: Class 28 contains 15119 members 
Mstep: Class 29 contains 41969 members 
Mstep: Class 30 contains 1758 members 
Mstep: Class 31 contains 36656 members 
Mstep: Class 32 contains 2130 members 
Mstep: Class 33 contains 39098 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 42309 members 
Mstep: Class 36 contains 1489 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6328 members 
Mstep: Class 39 contains 8482 members 
Mstep: Class 40 contains 28160 members 
Mstep: Class 41 contains 2804 members 
Mstep: Class 42 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772540.000000 Penalty: 90129.382812
Iteration 121Q: 43 clusters Score -4.977254e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 35514 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 47824 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 19948 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 17 contains 47280 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 1262 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 24016 members 
Mstep: Class 26 contains 8169 members 
Mstep: Class 27 contains 733 members 
Mstep: Class 28 contains 15117 members 
Mstep: Class 29 contains 41369 members 
Mstep: Class 30 contains 1755 members 
Mstep: Class 31 contains 36657 members 
Mstep: Class 32 contains 2148 members 
Mstep: Class 33 contains 39120 members 
Mstep: Class 34 contains 6071 members 
Mstep: Class 35 contains 42305 members 
Mstep: Class 36 contains 1506 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6277 members 
Mstep: Class 39 contains 8488 members 
Mstep: Class 40 contains 28865 members 
Mstep: Class 41 contains 2853 members 
Mstep: Class 42 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773164.000000 Penalty: 90129.382812
Iteration 122Q: 43 clusters Score -4.977316e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5532 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 35503 members 
Mstep: Class 9 contains 4916 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 11085 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 3368 members 
Mstep: Class 15 contains 19936 members 
Mstep: Class 16 contains 9018 members 
Mstep: Class 17 contains 47258 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32108 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 1265 members 
Mstep: Class 24 contains 3503 members 
Mstep: Class 25 contains 24020 members 
Mstep: Class 26 contains 8168 members 
Mstep: Class 27 contains 734 members 
Mstep: Class 28 contains 15111 members 
Mstep: Class 29 contains 40630 members 
Mstep: Class 30 contains 1756 members 
Mstep: Class 31 contains 36662 members 
Mstep: Class 32 contains 2166 members 
Mstep: Class 33 contains 39135 members 
Mstep: Class 34 contains 6079 members 
Mstep: Class 35 contains 42298 members 
Mstep: Class 36 contains 1508 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6235 members 
Mstep: Class 39 contains 8491 members 
Mstep: Class 40 contains 29697 members 
Mstep: Class 41 contains 2886 members 
Mstep: Class 42 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773388.000000 Penalty: 90129.382812
Iteration 123Q: 43 clusters Score -4.977339e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 5531 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 35506 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 47786 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 19926 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 47162 members 
Mstep: Class 18 contains 1907 members 
Mstep: Class 19 contains 7240 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32060 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 1269 members 
Mstep: Class 24 contains 3536 members 
Mstep: Class 25 contains 24024 members 
Mstep: Class 26 contains 8166 members 
Mstep: Class 27 contains 734 members 
Mstep: Class 28 contains 15113 members 
Mstep: Class 29 contains 39901 members 
Mstep: Class 30 contains 1759 members 
Mstep: Class 31 contains 36660 members 
Mstep: Class 32 contains 2184 members 
Mstep: Class 33 contains 39142 members 
Mstep: Class 34 contains 6083 members 
Mstep: Class 35 contains 42283 members 
Mstep: Class 36 contains 1508 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6191 members 
Mstep: Class 39 contains 8492 members 
Mstep: Class 40 contains 30626 members 
Mstep: Class 41 contains 2919 members 
Mstep: Class 42 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774036.000000 Penalty: 90129.382812
Iteration 124Q: 43 clusters Score -4.977404e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2393 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35492 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 11029 members 
Mstep: Class 13 contains 47759 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 19910 members 
Mstep: Class 16 contains 8939 members 
Mstep: Class 17 contains 47047 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32009 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 1272 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 24028 members 
Mstep: Class 26 contains 8164 members 
Mstep: Class 27 contains 734 members 
Mstep: Class 28 contains 15124 members 
Mstep: Class 29 contains 39077 members 
Mstep: Class 30 contains 1762 members 
Mstep: Class 31 contains 36665 members 
Mstep: Class 32 contains 2197 members 
Mstep: Class 33 contains 39148 members 
Mstep: Class 34 contains 6088 members 
Mstep: Class 35 contains 42268 members 
Mstep: Class 36 contains 1505 members 
Mstep: Class 37 contains 1111 members 
Mstep: Class 38 contains 6153 members 
Mstep: Class 39 contains 8493 members 
Mstep: Class 40 contains 31669 members 
Mstep: Class 41 contains 2949 members 
Mstep: Class 42 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774680.000000 Penalty: 90129.382812
Iteration 125Q: 43 clusters Score -4.977468e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 5523 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35477 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 47739 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 19890 members 
Mstep: Class 16 contains 8910 members 
Mstep: Class 17 contains 46923 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31949 members 
Mstep: Class 22 contains 928 members 
Mstep: Class 23 contains 1276 members 
Mstep: Class 24 contains 3587 members 
Mstep: Class 25 contains 24031 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 735 members 
Mstep: Class 28 contains 15121 members 
Mstep: Class 29 contains 38236 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 36668 members 
Mstep: Class 32 contains 2212 members 
Mstep: Class 33 contains 39147 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 42258 members 
Mstep: Class 36 contains 1503 members 
Mstep: Class 37 contains 1112 members 
Mstep: Class 38 contains 6124 members 
Mstep: Class 39 contains 8494 members 
Mstep: Class 40 contains 32745 members 
Mstep: Class 41 contains 2972 members 
Mstep: Class 42 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775272.000000 Penalty: 90129.382812
Iteration 126Q: 43 clusters Score -4.977527e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 5520 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35464 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 47705 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 19875 members 
Mstep: Class 16 contains 8894 members 
Mstep: Class 17 contains 46804 members 
Mstep: Class 18 contains 1892 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31873 members 
Mstep: Class 22 contains 930 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 24035 members 
Mstep: Class 26 contains 8161 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 15120 members 
Mstep: Class 29 contains 37365 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 36668 members 
Mstep: Class 32 contains 2222 members 
Mstep: Class 33 contains 39145 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 42246 members 
Mstep: Class 36 contains 1500 members 
Mstep: Class 37 contains 1112 members 
Mstep: Class 38 contains 6080 members 
Mstep: Class 39 contains 8492 members 
Mstep: Class 40 contains 33857 members 
Mstep: Class 41 contains 3012 members 
Mstep: Class 42 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775844.000000 Penalty: 90129.382812
Iteration 127Q: 43 clusters Score -4.977584e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2393 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 35452 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 47667 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 19865 members 
Mstep: Class 16 contains 8881 members 
Mstep: Class 17 contains 46700 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 7448 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31785 members 
Mstep: Class 22 contains 933 members 
Mstep: Class 23 contains 1285 members 
Mstep: Class 24 contains 3624 members 
Mstep: Class 25 contains 24031 members 
Mstep: Class 26 contains 8161 members 
Mstep: Class 27 contains 738 members 
Mstep: Class 28 contains 15116 members 
Mstep: Class 29 contains 36530 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 36665 members 
Mstep: Class 32 contains 2227 members 
Mstep: Class 33 contains 39152 members 
Mstep: Class 34 contains 6119 members 
Mstep: Class 35 contains 42234 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 1112 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 8491 members 
Mstep: Class 40 contains 34934 members 
Mstep: Class 41 contains 3054 members 
Mstep: Class 42 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776860.000000 Penalty: 90129.382812
Iteration 128Q: 43 clusters Score -4.977686e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 2389 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 4953 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 10941 members 
Mstep: Class 13 contains 47613 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 8868 members 
Mstep: Class 17 contains 46590 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 7499 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31723 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 1286 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 24032 members 
Mstep: Class 26 contains 8161 members 
Mstep: Class 27 contains 739 members 
Mstep: Class 28 contains 15117 members 
Mstep: Class 29 contains 35306 members 
Mstep: Class 30 contains 1773 members 
Mstep: Class 31 contains 36663 members 
Mstep: Class 32 contains 2236 members 
Mstep: Class 33 contains 39162 members 
Mstep: Class 34 contains 6127 members 
Mstep: Class 35 contains 42226 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5994 members 
Mstep: Class 39 contains 8492 members 
Mstep: Class 40 contains 36388 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777844.000000 Penalty: 90129.382812
Iteration 129Q: 43 clusters Score -4.977784e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 35429 members 
Mstep: Class 9 contains 4958 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 47596 members 
Mstep: Class 14 contains 3370 members 
Mstep: Class 15 contains 19837 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 46496 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31672 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 1286 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 24046 members 
Mstep: Class 26 contains 8160 members 
Mstep: Class 27 contains 739 members 
Mstep: Class 28 contains 15122 members 
Mstep: Class 29 contains 33495 members 
Mstep: Class 30 contains 1777 members 
Mstep: Class 31 contains 36666 members 
Mstep: Class 32 contains 2239 members 
Mstep: Class 33 contains 39187 members 
Mstep: Class 34 contains 6142 members 
Mstep: Class 35 contains 42213 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5948 members 
Mstep: Class 39 contains 8495 members 
Mstep: Class 40 contains 38355 members 
Mstep: Class 41 contains 3131 members 
Mstep: Class 42 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778184.000000 Penalty: 90129.382812
Iteration 130Q: 43 clusters Score -4.977818e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 2383 members 
Mstep: Class 4 contains 3518 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 35415 members 
Mstep: Class 9 contains 4965 members 
Mstep: Class 10 contains 2668 members 
Mstep: Class 11 contains 6275 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 47721 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 15 contains 19830 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 46505 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 7613 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31682 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 1285 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 24055 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 739 members 
Mstep: Class 28 contains 15127 members 
Mstep: Class 29 contains 31212 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 36672 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 39202 members 
Mstep: Class 34 contains 6161 members 
Mstep: Class 35 contains 42203 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5899 members 
Mstep: Class 39 contains 8494 members 
Mstep: Class 40 contains 40469 members 
Mstep: Class 41 contains 3176 members 
Mstep: Class 42 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776480.000000 Penalty: 90129.382812
Iteration 131Q: 43 clusters Score -4.977648e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 2388 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 35397 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 10860 members 
Mstep: Class 13 contains 48025 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 19824 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 46496 members 
Mstep: Class 18 contains 1834 members 
Mstep: Class 19 contains 7678 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31803 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1283 members 
Mstep: Class 24 contains 3703 members 
Mstep: Class 25 contains 24089 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 15134 members 
Mstep: Class 29 contains 28689 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 36677 members 
Mstep: Class 32 contains 2243 members 
Mstep: Class 33 contains 39222 members 
Mstep: Class 34 contains 6179 members 
Mstep: Class 35 contains 42170 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5864 members 
Mstep: Class 39 contains 8496 members 
Mstep: Class 40 contains 42505 members 
Mstep: Class 41 contains 3209 members 
Mstep: Class 42 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773896.000000 Penalty: 90129.382812
Iteration 132Q: 43 clusters Score -4.97739e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 3044 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 35403 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 2664 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 10845 members 
Mstep: Class 13 contains 48415 members 
Mstep: Class 14 contains 3390 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 46547 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 19 contains 7730 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32043 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1286 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 24115 members 
Mstep: Class 26 contains 8160 members 
Mstep: Class 27 contains 741 members 
Mstep: Class 28 contains 15140 members 
Mstep: Class 29 contains 26819 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 36681 members 
Mstep: Class 32 contains 2244 members 
Mstep: Class 33 contains 39260 members 
Mstep: Class 34 contains 6194 members 
Mstep: Class 35 contains 42140 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5809 members 
Mstep: Class 39 contains 8497 members 
Mstep: Class 40 contains 43613 members 
Mstep: Class 41 contains 3247 members 
Mstep: Class 42 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772352.000000 Penalty: 90129.382812
Iteration 133Q: 43 clusters Score -4.977235e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 3538 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 35400 members 
Mstep: Class 9 contains 4992 members 
Mstep: Class 10 contains 2663 members 
Mstep: Class 11 contains 6268 members 
Mstep: Class 12 contains 10820 members 
Mstep: Class 13 contains 48682 members 
Mstep: Class 14 contains 3390 members 
Mstep: Class 15 contains 19807 members 
Mstep: Class 16 contains 8777 members 
Mstep: Class 17 contains 46653 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32302 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1289 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 24137 members 
Mstep: Class 26 contains 8158 members 
Mstep: Class 27 contains 744 members 
Mstep: Class 28 contains 15145 members 
Mstep: Class 29 contains 25925 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 36676 members 
Mstep: Class 32 contains 2246 members 
Mstep: Class 33 contains 39294 members 
Mstep: Class 34 contains 6228 members 
Mstep: Class 35 contains 42120 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5773 members 
Mstep: Class 39 contains 8498 members 
Mstep: Class 40 contains 43772 members 
Mstep: Class 41 contains 3280 members 
Mstep: Class 42 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771576.000000 Penalty: 90129.382812
Iteration 134Q: 43 clusters Score -4.977158e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 3044 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 35399 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 2660 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 48819 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 19790 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 46770 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 7845 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32508 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 3781 members 
Mstep: Class 25 contains 24149 members 
Mstep: Class 26 contains 8158 members 
Mstep: Class 27 contains 746 members 
Mstep: Class 28 contains 15138 members 
Mstep: Class 29 contains 25822 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 36676 members 
Mstep: Class 32 contains 2249 members 
Mstep: Class 33 contains 39322 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 42096 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5739 members 
Mstep: Class 39 contains 8499 members 
Mstep: Class 40 contains 43332 members 
Mstep: Class 41 contains 3295 members 
Mstep: Class 42 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772168.000000 Penalty: 90129.382812
Iteration 135Q: 43 clusters Score -4.977217e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 35385 members 
Mstep: Class 9 contains 5013 members 
Mstep: Class 10 contains 2658 members 
Mstep: Class 11 contains 6258 members 
Mstep: Class 12 contains 10752 members 
Mstep: Class 13 contains 48824 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 19778 members 
Mstep: Class 16 contains 8758 members 
Mstep: Class 17 contains 46870 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 7910 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32657 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1294 members 
Mstep: Class 24 contains 3804 members 
Mstep: Class 25 contains 24149 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 749 members 
Mstep: Class 28 contains 15124 members 
Mstep: Class 29 contains 26217 members 
Mstep: Class 30 contains 1799 members 
Mstep: Class 31 contains 36681 members 
Mstep: Class 32 contains 2251 members 
Mstep: Class 33 contains 39335 members 
Mstep: Class 34 contains 6382 members 
Mstep: Class 35 contains 42091 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 5709 members 
Mstep: Class 39 contains 8502 members 
Mstep: Class 40 contains 42639 members 
Mstep: Class 41 contains 3313 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772848.000000 Penalty: 90129.382812
Iteration 136Q: 43 clusters Score -4.977285e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 35380 members 
Mstep: Class 9 contains 5023 members 
Mstep: Class 10 contains 2655 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 10713 members 
Mstep: Class 13 contains 48753 members 
Mstep: Class 14 contains 3385 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 46902 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 7971 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32736 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1299 members 
Mstep: Class 24 contains 3827 members 
Mstep: Class 25 contains 24141 members 
Mstep: Class 26 contains 8161 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 15106 members 
Mstep: Class 29 contains 26967 members 
Mstep: Class 30 contains 1805 members 
Mstep: Class 31 contains 36680 members 
Mstep: Class 32 contains 2252 members 
Mstep: Class 33 contains 39330 members 
Mstep: Class 34 contains 6443 members 
Mstep: Class 35 contains 42077 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5689 members 
Mstep: Class 39 contains 8505 members 
Mstep: Class 40 contains 41808 members 
Mstep: Class 41 contains 3334 members 
Mstep: Class 42 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774036.000000 Penalty: 90129.382812
Iteration 137Q: 43 clusters Score -4.977404e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 35365 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 2654 members 
Mstep: Class 11 contains 6253 members 
Mstep: Class 12 contains 10694 members 
Mstep: Class 13 contains 48656 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 46911 members 
Mstep: Class 18 contains 1568 members 
Mstep: Class 19 contains 8035 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32774 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 24127 members 
Mstep: Class 26 contains 8161 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 15087 members 
Mstep: Class 29 contains 28003 members 
Mstep: Class 30 contains 1802 members 
Mstep: Class 31 contains 36677 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 39320 members 
Mstep: Class 34 contains 6469 members 
Mstep: Class 35 contains 42055 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5671 members 
Mstep: Class 39 contains 8506 members 
Mstep: Class 40 contains 40822 members 
Mstep: Class 41 contains 3356 members 
Mstep: Class 42 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775076.000000 Penalty: 90129.382812
Iteration 138Q: 43 clusters Score -4.977508e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3084 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 3591 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 35348 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 10684 members 
Mstep: Class 13 contains 48533 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 46924 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 8093 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32764 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 24110 members 
Mstep: Class 26 contains 8160 members 
Mstep: Class 27 contains 756 members 
Mstep: Class 28 contains 15076 members 
Mstep: Class 29 contains 29223 members 
Mstep: Class 30 contains 1803 members 
Mstep: Class 31 contains 36678 members 
Mstep: Class 32 contains 2252 members 
Mstep: Class 33 contains 39312 members 
Mstep: Class 34 contains 6482 members 
Mstep: Class 35 contains 42030 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5644 members 
Mstep: Class 39 contains 8511 members 
Mstep: Class 40 contains 39758 members 
Mstep: Class 41 contains 3373 members 
Mstep: Class 42 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775900.000000 Penalty: 90129.382812
Iteration 139Q: 43 clusters Score -4.97759e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 3583 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 35333 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 10676 members 
Mstep: Class 13 contains 48394 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 19741 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 46923 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8137 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32729 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 24097 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 757 members 
Mstep: Class 28 contains 15064 members 
Mstep: Class 29 contains 30538 members 
Mstep: Class 30 contains 1802 members 
Mstep: Class 31 contains 36683 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 39295 members 
Mstep: Class 34 contains 6483 members 
Mstep: Class 35 contains 42021 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5625 members 
Mstep: Class 39 contains 8514 members 
Mstep: Class 40 contains 38654 members 
Mstep: Class 41 contains 3384 members 
Mstep: Class 42 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776984.000000 Penalty: 90129.382812
Iteration 140F: 43 clusters Score -4.977698e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 35320 members 
Mstep: Class 9 contains 5043 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 48211 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 19735 members 
Mstep: Class 16 contains 8731 members 
Mstep: Class 17 contains 46790 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8183 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32684 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 24088 members 
Mstep: Class 26 contains 8158 members 
Mstep: Class 27 contains 758 members 
Mstep: Class 28 contains 15055 members 
Mstep: Class 29 contains 31968 members 
Mstep: Class 30 contains 1802 members 
Mstep: Class 31 contains 36692 members 
Mstep: Class 32 contains 2254 members 
Mstep: Class 33 contains 39280 members 
Mstep: Class 34 contains 6477 members 
Mstep: Class 35 contains 42003 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5608 members 
Mstep: Class 39 contains 8515 members 
Mstep: Class 40 contains 37620 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777944.000000 Penalty: 90129.382812
Iteration 141Q: 43 clusters Score -4.977794e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 35303 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 46713 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8243 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32610 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 3946 members 
Mstep: Class 25 contains 24071 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 759 members 
Mstep: Class 28 contains 15050 members 
Mstep: Class 29 contains 33376 members 
Mstep: Class 30 contains 1803 members 
Mstep: Class 31 contains 36695 members 
Mstep: Class 32 contains 2254 members 
Mstep: Class 33 contains 39263 members 
Mstep: Class 34 contains 6476 members 
Mstep: Class 35 contains 41984 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5582 members 
Mstep: Class 39 contains 8516 members 
Mstep: Class 40 contains 36597 members 
Mstep: Class 41 contains 3412 members 
Mstep: Class 42 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778480.000000 Penalty: 90129.382812
Iteration 142Q: 43 clusters Score -4.977848e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 3528 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 35291 members 
Mstep: Class 9 contains 5054 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 10634 members 
Mstep: Class 13 contains 47853 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 46565 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32539 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 24060 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 34792 members 
Mstep: Class 30 contains 1806 members 
Mstep: Class 31 contains 36698 members 
Mstep: Class 32 contains 2254 members 
Mstep: Class 33 contains 39238 members 
Mstep: Class 34 contains 6476 members 
Mstep: Class 35 contains 41978 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 8517 members 
Mstep: Class 40 contains 35631 members 
Mstep: Class 41 contains 3430 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779380.000000 Penalty: 90129.382812
Iteration 143Q: 43 clusters Score -4.977938e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 35280 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 6231 members 
Mstep: Class 12 contains 10616 members 
Mstep: Class 13 contains 47669 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 19710 members 
Mstep: Class 16 contains 8721 members 
Mstep: Class 17 contains 46362 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32456 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 24041 members 
Mstep: Class 26 contains 8157 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 15047 members 
Mstep: Class 29 contains 36413 members 
Mstep: Class 30 contains 1806 members 
Mstep: Class 31 contains 36703 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 39220 members 
Mstep: Class 34 contains 6474 members 
Mstep: Class 35 contains 41961 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5538 members 
Mstep: Class 39 contains 8517 members 
Mstep: Class 40 contains 34528 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780312.000000 Penalty: 90129.382812
Iteration 144Q: 43 clusters Score -4.978031e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 35273 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 10603 members 
Mstep: Class 13 contains 47512 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 19703 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 46135 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8390 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32400 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 3989 members 
Mstep: Class 25 contains 24018 members 
Mstep: Class 26 contains 8156 members 
Mstep: Class 27 contains 764 members 
Mstep: Class 28 contains 15044 members 
Mstep: Class 29 contains 38529 members 
Mstep: Class 30 contains 1807 members 
Mstep: Class 31 contains 36714 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 39194 members 
Mstep: Class 34 contains 6474 members 
Mstep: Class 35 contains 41940 members 
Mstep: Class 36 contains 1492 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5526 members 
Mstep: Class 39 contains 8518 members 
Mstep: Class 40 contains 32919 members 
Mstep: Class 41 contains 3447 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780072.000000 Penalty: 90129.382812
Iteration 145Q: 43 clusters Score -4.978007e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 35266 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 10589 members 
Mstep: Class 13 contains 47400 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19697 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 46048 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32393 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4002 members 
Mstep: Class 25 contains 23992 members 
Mstep: Class 26 contains 8156 members 
Mstep: Class 27 contains 764 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 40820 members 
Mstep: Class 30 contains 1809 members 
Mstep: Class 31 contains 36719 members 
Mstep: Class 32 contains 2254 members 
Mstep: Class 33 contains 39162 members 
Mstep: Class 34 contains 6474 members 
Mstep: Class 35 contains 41921 members 
Mstep: Class 36 contains 1491 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5511 members 
Mstep: Class 39 contains 8520 members 
Mstep: Class 40 contains 30868 members 
Mstep: Class 41 contains 3457 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778404.000000 Penalty: 90129.382812
Iteration 146Q: 43 clusters Score -4.97784e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2375 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 35244 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 10576 members 
Mstep: Class 13 contains 47347 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 46168 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8480 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32418 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4007 members 
Mstep: Class 25 contains 23983 members 
Mstep: Class 26 contains 8155 members 
Mstep: Class 27 contains 764 members 
Mstep: Class 28 contains 15044 members 
Mstep: Class 29 contains 42723 members 
Mstep: Class 30 contains 1810 members 
Mstep: Class 31 contains 36721 members 
Mstep: Class 32 contains 2255 members 
Mstep: Class 33 contains 39121 members 
Mstep: Class 34 contains 6475 members 
Mstep: Class 35 contains 41910 members 
Mstep: Class 36 contains 1490 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5504 members 
Mstep: Class 39 contains 8527 members 
Mstep: Class 40 contains 28867 members 
Mstep: Class 41 contains 3470 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775868.000000 Penalty: 90129.382812
Iteration 147Q: 43 clusters Score -4.977587e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35242 members 
Mstep: Class 9 contains 5072 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 47339 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 19682 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 17 contains 46497 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8524 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32464 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4012 members 
Mstep: Class 25 contains 23961 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 764 members 
Mstep: Class 28 contains 15040 members 
Mstep: Class 29 contains 43778 members 
Mstep: Class 30 contains 1811 members 
Mstep: Class 31 contains 36718 members 
Mstep: Class 32 contains 2255 members 
Mstep: Class 33 contains 39087 members 
Mstep: Class 34 contains 6474 members 
Mstep: Class 35 contains 41904 members 
Mstep: Class 36 contains 1490 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5496 members 
Mstep: Class 39 contains 8529 members 
Mstep: Class 40 contains 27421 members 
Mstep: Class 41 contains 3479 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774084.000000 Penalty: 90129.382812
Iteration 148Q: 43 clusters Score -4.977408e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35240 members 
Mstep: Class 9 contains 5075 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 10555 members 
Mstep: Class 13 contains 47325 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 19680 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 46889 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32471 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 23945 members 
Mstep: Class 26 contains 8151 members 
Mstep: Class 27 contains 764 members 
Mstep: Class 28 contains 15033 members 
Mstep: Class 29 contains 44056 members 
Mstep: Class 30 contains 1812 members 
Mstep: Class 31 contains 36717 members 
Mstep: Class 32 contains 2255 members 
Mstep: Class 33 contains 39080 members 
Mstep: Class 34 contains 6470 members 
Mstep: Class 35 contains 41899 members 
Mstep: Class 36 contains 1490 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5492 members 
Mstep: Class 39 contains 8529 members 
Mstep: Class 40 contains 26691 members 
Mstep: Class 41 contains 3485 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773168.000000 Penalty: 90129.382812
Iteration 149Q: 43 clusters Score -4.977317e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35235 members 
Mstep: Class 9 contains 5077 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 47334 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 47149 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32464 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4019 members 
Mstep: Class 25 contains 23924 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 764 members 
Mstep: Class 28 contains 15032 members 
Mstep: Class 29 contains 43941 members 
Mstep: Class 30 contains 1812 members 
Mstep: Class 31 contains 36720 members 
Mstep: Class 32 contains 2256 members 
Mstep: Class 33 contains 39072 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 41897 members 
Mstep: Class 36 contains 1489 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5485 members 
Mstep: Class 39 contains 8531 members 
Mstep: Class 40 contains 26529 members 
Mstep: Class 41 contains 3496 members 
Mstep: Class 42 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773084.000000 Penalty: 90129.382812
Iteration 150Q: 43 clusters Score -4.977308e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35238 members 
Mstep: Class 9 contains 5081 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 10524 members 
Mstep: Class 13 contains 47354 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19660 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 47304 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8645 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32437 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 4021 members 
Mstep: Class 25 contains 23908 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15034 members 
Mstep: Class 29 contains 43600 members 
Mstep: Class 30 contains 1813 members 
Mstep: Class 31 contains 36723 members 
Mstep: Class 32 contains 2258 members 
Mstep: Class 33 contains 39070 members 
Mstep: Class 34 contains 6459 members 
Mstep: Class 35 contains 41893 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5478 members 
Mstep: Class 39 contains 8531 members 
Mstep: Class 40 contains 26705 members 
Mstep: Class 41 contains 3502 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773372.000000 Penalty: 90129.382812
Iteration 151Q: 43 clusters Score -4.977337e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 3747 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35235 members 
Mstep: Class 9 contains 5090 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 13 contains 47377 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 47378 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32403 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 4020 members 
Mstep: Class 25 contains 23903 members 
Mstep: Class 26 contains 8146 members 
Mstep: Class 27 contains 765 members 
Mstep: Class 28 contains 15032 members 
Mstep: Class 29 contains 43125 members 
Mstep: Class 30 contains 1812 members 
Mstep: Class 31 contains 36722 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 39063 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 41877 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5474 members 
Mstep: Class 39 contains 8532 members 
Mstep: Class 40 contains 27112 members 
Mstep: Class 41 contains 3508 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773732.000000 Penalty: 90129.382812
Iteration 152Q: 43 clusters Score -4.977373e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35226 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 13 contains 47399 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 19637 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 47387 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8738 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32344 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 4024 members 
Mstep: Class 25 contains 23900 members 
Mstep: Class 26 contains 8146 members 
Mstep: Class 27 contains 767 members 
Mstep: Class 28 contains 15037 members 
Mstep: Class 29 contains 42602 members 
Mstep: Class 30 contains 1813 members 
Mstep: Class 31 contains 36722 members 
Mstep: Class 32 contains 2264 members 
Mstep: Class 33 contains 39068 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 41862 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5470 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 27649 members 
Mstep: Class 41 contains 3510 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774016.000000 Penalty: 90129.382812
Iteration 153Q: 43 clusters Score -4.977402e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 3722 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35220 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 10493 members 
Mstep: Class 13 contains 47419 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 47357 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8776 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32296 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1324 members 
Mstep: Class 24 contains 4028 members 
Mstep: Class 25 contains 23897 members 
Mstep: Class 26 contains 8146 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15036 members 
Mstep: Class 29 contains 42029 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 36727 members 
Mstep: Class 32 contains 2264 members 
Mstep: Class 33 contains 39072 members 
Mstep: Class 34 contains 6454 members 
Mstep: Class 35 contains 41854 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5464 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 28281 members 
Mstep: Class 41 contains 3512 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774344.000000 Penalty: 90129.382812
Iteration 154Q: 43 clusters Score -4.977434e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35213 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 10479 members 
Mstep: Class 13 contains 47432 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 47327 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32234 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 4032 members 
Mstep: Class 25 contains 23892 members 
Mstep: Class 26 contains 8145 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15041 members 
Mstep: Class 29 contains 41415 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 36729 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39075 members 
Mstep: Class 34 contains 6454 members 
Mstep: Class 35 contains 41838 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8535 members 
Mstep: Class 40 contains 28982 members 
Mstep: Class 41 contains 3512 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774876.000000 Penalty: 90129.382812
Iteration 155Q: 43 clusters Score -4.977488e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 2375 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35204 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 47417 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 19609 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 47286 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32159 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1324 members 
Mstep: Class 24 contains 4036 members 
Mstep: Class 25 contains 23889 members 
Mstep: Class 26 contains 8145 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15041 members 
Mstep: Class 29 contains 40683 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 36731 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39081 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41822 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 8535 members 
Mstep: Class 40 contains 29860 members 
Mstep: Class 41 contains 3512 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775412.000000 Penalty: 90129.382812
Iteration 156Q: 43 clusters Score -4.977541e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 3639 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35203 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 47407 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 47223 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8909 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 32063 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 4037 members 
Mstep: Class 25 contains 23884 members 
Mstep: Class 26 contains 8144 members 
Mstep: Class 27 contains 765 members 
Mstep: Class 28 contains 15040 members 
Mstep: Class 29 contains 39921 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 36734 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39089 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41809 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8535 members 
Mstep: Class 40 contains 30814 members 
Mstep: Class 41 contains 3514 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776000.000000 Penalty: 90129.382812
Iteration 157Q: 43 clusters Score -4.9776e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 3601 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35197 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 10436 members 
Mstep: Class 13 contains 47387 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19597 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 47113 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 8966 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31992 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1327 members 
Mstep: Class 24 contains 4040 members 
Mstep: Class 25 contains 23876 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 765 members 
Mstep: Class 28 contains 15043 members 
Mstep: Class 29 contains 39093 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 36731 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39095 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41786 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5453 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 31879 members 
Mstep: Class 41 contains 3519 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776564.000000 Penalty: 90129.382812
Iteration 158Q: 43 clusters Score -4.977656e+07 nChanged 1787
Entering ConstructFrom: 
Score: -49776564.000000 Penalty: 90129.382812
Entering ConstructFrom: 
Trying to split cluster 1 (19247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Entering Unmasked Estep 
Score: -1847791.750000 Penalty: 1603.080444
	Iteration 0F: 2 clusters Score -1847792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1834550.625000 Penalty: 3206.160889
	Iteration 0F: 3 clusters Score -1834551 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1839272.625000 Penalty: 3206.160889
	Iteration 1F: 3 clusters Score -1839273 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1839536.375000 Penalty: 3206.160889
	Iteration 2Q: 3 clusters Score -1839536 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1839779.875000 Penalty: 3206.160889
	Iteration 3Q: 3 clusters Score -1839780 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1840042.000000 Penalty: 3206.160889
	Iteration 4Q: 3 clusters Score -1840042 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1840331.625000 Penalty: 3206.160889
	Iteration 5Q: 3 clusters Score -1840332 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1840772.125000 Penalty: 3206.160889
	Iteration 6Q: 3 clusters Score -1840772 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1841430.250000 Penalty: 3206.160889
	Iteration 7F: 3 clusters Score -1841430 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1842270.375000 Penalty: 3206.160889
	Iteration 8F: 3 clusters Score -1842270 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1843291.500000 Penalty: 3206.160889
	Iteration 9F: 3 clusters Score -1843292 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1844281.375000 Penalty: 3206.160889
	Iteration 10F: 3 clusters Score -1844281 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1845109.500000 Penalty: 3206.160889
	Iteration 11Q: 3 clusters Score -1845110 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1845635.375000 Penalty: 3206.160889
	Iteration 12Q: 3 clusters Score -1845635 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1845916.625000 Penalty: 3206.160889
	Iteration 13Q: 3 clusters Score -1845917 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1846115.375000 Penalty: 3206.160889
	Iteration 14Q: 3 clusters Score -1846115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1846235.750000 Penalty: 3206.160889
	Iteration 15Q: 3 clusters Score -1846236 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1846313.250000 Penalty: 3206.160889
	Iteration 16Q: 3 clusters Score -1846313 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1846364.500000 Penalty: 3206.160889
	Iteration 17Q: 3 clusters Score -1846364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1846407.250000 Penalty: 3206.160889
	Iteration 18Q: 3 clusters Score -1846407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1846446.500000 Penalty: 3206.160889
	Iteration 19Q: 3 clusters Score -1846446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1846483.000000 Penalty: 3206.160889
	Iteration 20F: 3 clusters Score -1846483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1846501.250000 Penalty: 3206.160889
	Iteration 21Q: 3 clusters Score -1846501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1846517.875000 Penalty: 3206.160889
	Iteration 22Q: 3 clusters Score -1846518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1846531.750000 Penalty: 3206.160889
	Iteration 23Q: 3 clusters Score -1846532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1846537.500000 Penalty: 3206.160889
	Iteration 24Q: 3 clusters Score -1846538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -1846543.625000 Penalty: 3206.160889
	Iteration 25Q: 3 clusters Score -1846544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1846545.125000 Penalty: 3206.160889
	Iteration 26Q: 3 clusters Score -1846545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1846551.125000 Penalty: 3206.160889
	Iteration 27Q: 3 clusters Score -1846551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1846552.000000 Penalty: 3206.160889
	Iteration 28Q: 3 clusters Score -1846552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1846552.125000 Penalty: 3206.160889
	Iteration 29Q: 3 clusters Score -1846552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1846552.125000 Penalty: 3206.160889
	Iteration 30F: 3 clusters Score -1846552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -273770.812500 Penalty: 1305.838135
	Iteration 0F: 2 clusters Score -273770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -271022.625000 Penalty: 2611.676270
	Iteration 0F: 3 clusters Score -271022.6 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -271787.781250 Penalty: 2611.676270
	Iteration 1F: 3 clusters Score -271787.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -272164.656250 Penalty: 2611.676270
	Iteration 2F: 3 clusters Score -272164.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -272623.531250 Penalty: 2611.676270
	Iteration 3F: 3 clusters Score -272623.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -273159.093750 Penalty: 2611.676270
	Iteration 4F: 3 clusters Score -273159.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -273602.750000 Penalty: 2611.676270
	Iteration 5F: 3 clusters Score -273602.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -273774.156250 Penalty: 2611.676270
	Iteration 6Q: 3 clusters Score -273774.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -273838.218750 Penalty: 2611.676270
	Iteration 7Q: 3 clusters Score -273838.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -273861.687500 Penalty: 2611.676270
	Iteration 8Q: 3 clusters Score -273861.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -273876.531250 Penalty: 2611.676270
	Iteration 9Q: 3 clusters Score -273876.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -273891.093750 Penalty: 2611.676270
	Iteration 10Q: 3 clusters Score -273891.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -273909.437500 Penalty: 2611.676270
	Iteration 11Q: 3 clusters Score -273909.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273931.000000 Penalty: 2611.676270
	Iteration 12Q: 3 clusters Score -273931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -273963.437500 Penalty: 2611.676270
	Iteration 13Q: 3 clusters Score -273963.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -274004.843750 Penalty: 2611.676270
	Iteration 14Q: 3 clusters Score -274004.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -274052.187500 Penalty: 2611.676270
	Iteration 15Q: 3 clusters Score -274052.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -274115.625000 Penalty: 2611.676270
	Iteration 16Q: 3 clusters Score -274115.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -274203.687500 Penalty: 2611.676270
	Iteration 17Q: 3 clusters Score -274203.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -274275.843750 Penalty: 2611.676270
	Iteration 18Q: 3 clusters Score -274275.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -274382.250000 Penalty: 2611.676270
	Iteration 19Q: 3 clusters Score -274382.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -274520.843750 Penalty: 2611.676270
	Iteration 20F: 3 clusters Score -274520.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -274643.281250 Penalty: 2611.676270
	Iteration 21Q: 3 clusters Score -274643.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -274705.531250 Penalty: 2611.676270
	Iteration 22Q: 3 clusters Score -274705.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -274723.656250 Penalty: 2611.676270
	Iteration 23Q: 3 clusters Score -274723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -274727.687500 Penalty: 2611.676270
	Iteration 24Q: 3 clusters Score -274727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -274727.250000 Penalty: 2611.676270
	Iteration 25Q: 3 clusters Score -274727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -274727.250000 Penalty: 2611.676270
	Iteration 26F: 3 clusters Score -274727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35193 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31913 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 38244 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 36726 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41770 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 32961 members 
Mstep: Class 41 contains 3522 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 1783 members 
Entering Unmasked Estep 
Score: -49776984.000000 Penalty: 92275.320312
Splitting cluster 2 changes total score from -49776564.000000 to -49776984.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 3 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -188495.187500 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -188495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186271.609375 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -186271.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -187048.562500 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -187048.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -187345.687500 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -187345.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -187554.968750 Penalty: 2525.733887
	Iteration 3F: 3 clusters Score -187555 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187843.250000 Penalty: 2525.733887
	Iteration 4F: 3 clusters Score -187843.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -188147.625000 Penalty: 2525.733887
	Iteration 5F: 3 clusters Score -188147.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188423.281250 Penalty: 2525.733887
	Iteration 6F: 3 clusters Score -188423.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -188606.125000 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -188606.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188672.625000 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -188672.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -188710.828125 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -188710.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188730.546875 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -188730.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -188745.625000 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -188745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -188754.953125 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -188755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188761.687500 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -188761.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -188767.593750 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -188767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188771.187500 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -188771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188773.109375 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -188773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -188774.078125 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -188774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188774.437500 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -188774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188775.203125 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -188775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188775.984375 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -188776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188786.375000 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -188786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188792.625000 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -188792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188793.625000 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -188793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188793.625000 Penalty: 2525.733887
	Iteration 24F: 3 clusters Score -188793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35193 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31913 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 38244 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 36726 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41770 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 32961 members 
Mstep: Class 41 contains 3522 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 1783 members 
Mstep: Class 44 contains 890 members 
Entering Unmasked Estep 
Score: -49776384.000000 Penalty: 94421.257812
Splitting cluster 3 changes total score from -49776564.000000 to -49776384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -334684.750000 Penalty: 1329.575073
	Iteration 0F: 2 clusters Score -334684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -331609.531250 Penalty: 2659.150146
	Iteration 0F: 3 clusters Score -331609.5 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -332409.312500 Penalty: 2659.150146
	Iteration 1F: 3 clusters Score -332409.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -332561.968750 Penalty: 2659.150146
	Iteration 2F: 3 clusters Score -332562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -332645.125000 Penalty: 2659.150146
	Iteration 3Q: 3 clusters Score -332645.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -332702.093750 Penalty: 2659.150146
	Iteration 4Q: 3 clusters Score -332702.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -332736.281250 Penalty: 2659.150146
	Iteration 5Q: 3 clusters Score -332736.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -332758.687500 Penalty: 2659.150146
	Iteration 6Q: 3 clusters Score -332758.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -332783.562500 Penalty: 2659.150146
	Iteration 7Q: 3 clusters Score -332783.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -332805.125000 Penalty: 2659.150146
	Iteration 8Q: 3 clusters Score -332805.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -332823.656250 Penalty: 2659.150146
	Iteration 9Q: 3 clusters Score -332823.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -332843.187500 Penalty: 2659.150146
	Iteration 10Q: 3 clusters Score -332843.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -332860.781250 Penalty: 2659.150146
	Iteration 11Q: 3 clusters Score -332860.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -332880.593750 Penalty: 2659.150146
	Iteration 12Q: 3 clusters Score -332880.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -332897.812500 Penalty: 2659.150146
	Iteration 13Q: 3 clusters Score -332897.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -332910.656250 Penalty: 2659.150146
	Iteration 14Q: 3 clusters Score -332910.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -332923.656250 Penalty: 2659.150146
	Iteration 15Q: 3 clusters Score -332923.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -332936.062500 Penalty: 2659.150146
	Iteration 16Q: 3 clusters Score -332936.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -332944.718750 Penalty: 2659.150146
	Iteration 17Q: 3 clusters Score -332944.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -332958.218750 Penalty: 2659.150146
	Iteration 18Q: 3 clusters Score -332958.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -332970.562500 Penalty: 2659.150146
	Iteration 19Q: 3 clusters Score -332970.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -332984.187500 Penalty: 2659.150146
	Iteration 20F: 3 clusters Score -332984.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -333001.843750 Penalty: 2659.150146
	Iteration 21Q: 3 clusters Score -333001.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -333021.968750 Penalty: 2659.150146
	Iteration 22Q: 3 clusters Score -333022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -333051.031250 Penalty: 2659.150146
	Iteration 23Q: 3 clusters Score -333051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -333079.375000 Penalty: 2659.150146
	Iteration 24Q: 3 clusters Score -333079.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -333109.750000 Penalty: 2659.150146
	Iteration 25Q: 3 clusters Score -333109.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -333139.500000 Penalty: 2659.150146
	Iteration 26Q: 3 clusters Score -333139.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -333165.781250 Penalty: 2659.150146
	Iteration 27Q: 3 clusters Score -333165.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -333190.218750 Penalty: 2659.150146
	Iteration 28Q: 3 clusters Score -333190.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -333215.156250 Penalty: 2659.150146
	Iteration 29Q: 3 clusters Score -333215.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -333242.000000 Penalty: 2659.150146
	Iteration 30Q: 3 clusters Score -333242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -333265.718750 Penalty: 2659.150146
	Iteration 31Q: 3 clusters Score -333265.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -333283.312500 Penalty: 2659.150146
	Iteration 32Q: 3 clusters Score -333283.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -333307.062500 Penalty: 2659.150146
	Iteration 33Q: 3 clusters Score -333307.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -333334.500000 Penalty: 2659.150146
	Iteration 34Q: 3 clusters Score -333334.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -333350.968750 Penalty: 2659.150146
	Iteration 35Q: 3 clusters Score -333351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -333366.343750 Penalty: 2659.150146
	Iteration 36Q: 3 clusters Score -333366.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -333381.875000 Penalty: 2659.150146
	Iteration 37Q: 3 clusters Score -333381.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -333398.312500 Penalty: 2659.150146
	Iteration 38Q: 3 clusters Score -333398.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -333416.968750 Penalty: 2659.150146
	Iteration 39Q: 3 clusters Score -333417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -333433.437500 Penalty: 2659.150146
	Iteration 40F: 3 clusters Score -333433.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -333448.531250 Penalty: 2659.150146
	Iteration 41Q: 3 clusters Score -333448.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -333461.656250 Penalty: 2659.150146
	Iteration 42Q: 3 clusters Score -333461.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -333472.406250 Penalty: 2659.150146
	Iteration 43Q: 3 clusters Score -333472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -333481.281250 Penalty: 2659.150146
	Iteration 44Q: 3 clusters Score -333481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -333488.656250 Penalty: 2659.150146
	Iteration 45Q: 3 clusters Score -333488.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -333504.750000 Penalty: 2659.150146
	Iteration 46Q: 3 clusters Score -333504.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -333521.093750 Penalty: 2659.150146
	Iteration 47Q: 3 clusters Score -333521.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -333529.562500 Penalty: 2659.150146
	Iteration 48Q: 3 clusters Score -333529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -333535.625000 Penalty: 2659.150146
	Iteration 49Q: 3 clusters Score -333535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -333538.406250 Penalty: 2659.150146
	Iteration 50Q: 3 clusters Score -333538.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -333543.843750 Penalty: 2659.150146
	Iteration 51Q: 3 clusters Score -333543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -333548.156250 Penalty: 2659.150146
	Iteration 52Q: 3 clusters Score -333548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -333552.093750 Penalty: 2659.150146
	Iteration 53Q: 3 clusters Score -333552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -333552.906250 Penalty: 2659.150146
	Iteration 54Q: 3 clusters Score -333552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -333554.093750 Penalty: 2659.150146
	Iteration 55Q: 3 clusters Score -333554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -333554.093750 Penalty: 2659.150146
	Iteration 56F: 3 clusters Score -333554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -495809.781250 Penalty: 1399.590942
	Iteration 0F: 2 clusters Score -495809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -491594.031250 Penalty: 2799.181885
	Iteration 0F: 3 clusters Score -491594 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -493305.531250 Penalty: 2799.181885
	Iteration 1F: 3 clusters Score -493305.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -494078.906250 Penalty: 2799.181885
	Iteration 2F: 3 clusters Score -494078.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -494644.250000 Penalty: 2799.181885
	Iteration 3F: 3 clusters Score -494644.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -494964.906250 Penalty: 2799.181885
	Iteration 4F: 3 clusters Score -494964.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -495234.843750 Penalty: 2799.181885
	Iteration 5F: 3 clusters Score -495234.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -495421.687500 Penalty: 2799.181885
	Iteration 6Q: 3 clusters Score -495421.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -495570.531250 Penalty: 2799.181885
	Iteration 7Q: 3 clusters Score -495570.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -495663.000000 Penalty: 2799.181885
	Iteration 8Q: 3 clusters Score -495663 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -495715.187500 Penalty: 2799.181885
	Iteration 9Q: 3 clusters Score -495715.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -495754.906250 Penalty: 2799.181885
	Iteration 10Q: 3 clusters Score -495754.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -495780.906250 Penalty: 2799.181885
	Iteration 11Q: 3 clusters Score -495780.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -495800.343750 Penalty: 2799.181885
	Iteration 12Q: 3 clusters Score -495800.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -495813.656250 Penalty: 2799.181885
	Iteration 13Q: 3 clusters Score -495813.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -495831.218750 Penalty: 2799.181885
	Iteration 14Q: 3 clusters Score -495831.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -495846.187500 Penalty: 2799.181885
	Iteration 15Q: 3 clusters Score -495846.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -495856.218750 Penalty: 2799.181885
	Iteration 16Q: 3 clusters Score -495856.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -495866.250000 Penalty: 2799.181885
	Iteration 17Q: 3 clusters Score -495866.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -495872.500000 Penalty: 2799.181885
	Iteration 18Q: 3 clusters Score -495872.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -495877.375000 Penalty: 2799.181885
	Iteration 19Q: 3 clusters Score -495877.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -495880.468750 Penalty: 2799.181885
	Iteration 20F: 3 clusters Score -495880.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -495886.656250 Penalty: 2799.181885
	Iteration 21Q: 3 clusters Score -495886.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -495890.093750 Penalty: 2799.181885
	Iteration 22Q: 3 clusters Score -495890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -495899.562500 Penalty: 2799.181885
	Iteration 23Q: 3 clusters Score -495899.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -495909.468750 Penalty: 2799.181885
	Iteration 24Q: 3 clusters Score -495909.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -495920.718750 Penalty: 2799.181885
	Iteration 25Q: 3 clusters Score -495920.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -495932.531250 Penalty: 2799.181885
	Iteration 26Q: 3 clusters Score -495932.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -495946.562500 Penalty: 2799.181885
	Iteration 27Q: 3 clusters Score -495946.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -495961.750000 Penalty: 2799.181885
	Iteration 28Q: 3 clusters Score -495961.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -495974.781250 Penalty: 2799.181885
	Iteration 29Q: 3 clusters Score -495974.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -495981.687500 Penalty: 2799.181885
	Iteration 30Q: 3 clusters Score -495981.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -495987.531250 Penalty: 2799.181885
	Iteration 31Q: 3 clusters Score -495987.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -495994.062500 Penalty: 2799.181885
	Iteration 32Q: 3 clusters Score -495994.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -496001.500000 Penalty: 2799.181885
	Iteration 33Q: 3 clusters Score -496001.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -496012.187500 Penalty: 2799.181885
	Iteration 34Q: 3 clusters Score -496012.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -496024.000000 Penalty: 2799.181885
	Iteration 35Q: 3 clusters Score -496024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -496036.218750 Penalty: 2799.181885
	Iteration 36Q: 3 clusters Score -496036.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -496050.968750 Penalty: 2799.181885
	Iteration 37Q: 3 clusters Score -496051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -496062.250000 Penalty: 2799.181885
	Iteration 38Q: 3 clusters Score -496062.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -496069.593750 Penalty: 2799.181885
	Iteration 39Q: 3 clusters Score -496069.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -496073.906250 Penalty: 2799.181885
	Iteration 40F: 3 clusters Score -496073.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -496078.687500 Penalty: 2799.181885
	Iteration 41Q: 3 clusters Score -496078.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -496082.750000 Penalty: 2799.181885
	Iteration 42Q: 3 clusters Score -496082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -496089.218750 Penalty: 2799.181885
	Iteration 43Q: 3 clusters Score -496089.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -496101.531250 Penalty: 2799.181885
	Iteration 44Q: 3 clusters Score -496101.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -496113.937500 Penalty: 2799.181885
	Iteration 45Q: 3 clusters Score -496113.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -496124.406250 Penalty: 2799.181885
	Iteration 46Q: 3 clusters Score -496124.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -496133.000000 Penalty: 2799.181885
	Iteration 47Q: 3 clusters Score -496133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -496144.906250 Penalty: 2799.181885
	Iteration 48Q: 3 clusters Score -496144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -496153.968750 Penalty: 2799.181885
	Iteration 49Q: 3 clusters Score -496154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -496160.468750 Penalty: 2799.181885
	Iteration 50Q: 3 clusters Score -496160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -496165.625000 Penalty: 2799.181885
	Iteration 51Q: 3 clusters Score -496165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -496166.312500 Penalty: 2799.181885
	Iteration 52Q: 3 clusters Score -496166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -496168.156250 Penalty: 2799.181885
	Iteration 53Q: 3 clusters Score -496168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -496169.062500 Penalty: 2799.181885
	Iteration 54Q: 3 clusters Score -496169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -496168.375000 Penalty: 2799.181885
	Iteration 55Q: 3 clusters Score -496168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -496168.031250 Penalty: 2799.181885
	Iteration 56Q: 3 clusters Score -496168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -496168.968750 Penalty: 2799.181885
	Iteration 57Q: 3 clusters Score -496169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -496168.500000 Penalty: 2799.181885
	Iteration 58Q: 3 clusters Score -496168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -496168.750000 Penalty: 2799.181885
	Iteration 59Q: 3 clusters Score -496168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -496168.750000 Penalty: 2799.181885
	Iteration 60F: 3 clusters Score -496168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35193 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31913 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 38244 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 36726 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41770 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 32961 members 
Mstep: Class 41 contains 3522 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 1783 members 
Mstep: Class 44 contains 1170 members 
Entering Unmasked Estep 
Score: -49776464.000000 Penalty: 94421.257812
Splitting cluster 5 changes total score from -49776564.000000 to -49776464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -435811.875000 Penalty: 1378.993774
	Iteration 0F: 2 clusters Score -435811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -431929.500000 Penalty: 2757.987549
	Iteration 0F: 3 clusters Score -431929.5 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -433146.531250 Penalty: 2757.987549
	Iteration 1F: 3 clusters Score -433146.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -433465.593750 Penalty: 2757.987549
	Iteration 2F: 3 clusters Score -433465.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -433707.125000 Penalty: 2757.987549
	Iteration 3F: 3 clusters Score -433707.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -433872.750000 Penalty: 2757.987549
	Iteration 4F: 3 clusters Score -433872.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -434014.187500 Penalty: 2757.987549
	Iteration 5Q: 3 clusters Score -434014.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -434137.750000 Penalty: 2757.987549
	Iteration 6Q: 3 clusters Score -434137.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -434236.031250 Penalty: 2757.987549
	Iteration 7Q: 3 clusters Score -434236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -434303.000000 Penalty: 2757.987549
	Iteration 8Q: 3 clusters Score -434303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -434341.250000 Penalty: 2757.987549
	Iteration 9Q: 3 clusters Score -434341.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -434359.593750 Penalty: 2757.987549
	Iteration 10Q: 3 clusters Score -434359.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -434379.437500 Penalty: 2757.987549
	Iteration 11Q: 3 clusters Score -434379.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -434394.875000 Penalty: 2757.987549
	Iteration 12Q: 3 clusters Score -434394.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -434407.250000 Penalty: 2757.987549
	Iteration 13Q: 3 clusters Score -434407.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -434418.625000 Penalty: 2757.987549
	Iteration 14Q: 3 clusters Score -434418.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -434428.125000 Penalty: 2757.987549
	Iteration 15Q: 3 clusters Score -434428.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -434437.187500 Penalty: 2757.987549
	Iteration 16Q: 3 clusters Score -434437.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -434441.687500 Penalty: 2757.987549
	Iteration 17Q: 3 clusters Score -434441.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -434447.437500 Penalty: 2757.987549
	Iteration 18Q: 3 clusters Score -434447.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -434452.000000 Penalty: 2757.987549
	Iteration 19Q: 3 clusters Score -434452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -434457.031250 Penalty: 2757.987549
	Iteration 20F: 3 clusters Score -434457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -434461.562500 Penalty: 2757.987549
	Iteration 21Q: 3 clusters Score -434461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -434465.781250 Penalty: 2757.987549
	Iteration 22Q: 3 clusters Score -434465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -434468.875000 Penalty: 2757.987549
	Iteration 23Q: 3 clusters Score -434468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -434472.562500 Penalty: 2757.987549
	Iteration 24Q: 3 clusters Score -434472.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -434474.968750 Penalty: 2757.987549
	Iteration 25Q: 3 clusters Score -434475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -434480.687500 Penalty: 2757.987549
	Iteration 26Q: 3 clusters Score -434480.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -434485.968750 Penalty: 2757.987549
	Iteration 27Q: 3 clusters Score -434486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -434489.031250 Penalty: 2757.987549
	Iteration 28Q: 3 clusters Score -434489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -434492.593750 Penalty: 2757.987549
	Iteration 29Q: 3 clusters Score -434492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -434494.718750 Penalty: 2757.987549
	Iteration 30Q: 3 clusters Score -434494.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -434498.156250 Penalty: 2757.987549
	Iteration 31Q: 3 clusters Score -434498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -434500.781250 Penalty: 2757.987549
	Iteration 32Q: 3 clusters Score -434500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -434503.312500 Penalty: 2757.987549
	Iteration 33Q: 3 clusters Score -434503.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -434505.156250 Penalty: 2757.987549
	Iteration 34Q: 3 clusters Score -434505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -434505.593750 Penalty: 2757.987549
	Iteration 35Q: 3 clusters Score -434505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -434507.031250 Penalty: 2757.987549
	Iteration 36Q: 3 clusters Score -434507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -434507.593750 Penalty: 2757.987549
	Iteration 37Q: 3 clusters Score -434507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -434508.843750 Penalty: 2757.987549
	Iteration 38Q: 3 clusters Score -434508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -434511.656250 Penalty: 2757.987549
	Iteration 39Q: 3 clusters Score -434511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -434514.187500 Penalty: 2757.987549
	Iteration 40F: 3 clusters Score -434514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -434514.031250 Penalty: 2757.987549
	Iteration 41Q: 3 clusters Score -434514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -434514.906250 Penalty: 2757.987549
	Iteration 42Q: 3 clusters Score -434514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -434514.656250 Penalty: 2757.987549
	Iteration 43Q: 3 clusters Score -434514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -434514.781250 Penalty: 2757.987549
	Iteration 44Q: 3 clusters Score -434514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -434514.781250 Penalty: 2757.987549
	Iteration 45F: 3 clusters Score -434514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -167818.468750 Penalty: 1225.351074
	Iteration 0F: 2 clusters Score -167818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -165818.796875 Penalty: 2450.702148
	Iteration 0F: 3 clusters Score -165818.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -166235.593750 Penalty: 2450.702148
	Iteration 1F: 3 clusters Score -166235.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -166329.546875 Penalty: 2450.702148
	Iteration 2F: 3 clusters Score -166329.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -166378.312500 Penalty: 2450.702148
	Iteration 3Q: 3 clusters Score -166378.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -166414.625000 Penalty: 2450.702148
	Iteration 4Q: 3 clusters Score -166414.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -166437.609375 Penalty: 2450.702148
	Iteration 5Q: 3 clusters Score -166437.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -166449.140625 Penalty: 2450.702148
	Iteration 6Q: 3 clusters Score -166449.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -166459.500000 Penalty: 2450.702148
	Iteration 7Q: 3 clusters Score -166459.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -166469.328125 Penalty: 2450.702148
	Iteration 8Q: 3 clusters Score -166469.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -166474.359375 Penalty: 2450.702148
	Iteration 9Q: 3 clusters Score -166474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -166478.203125 Penalty: 2450.702148
	Iteration 10Q: 3 clusters Score -166478.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -166484.250000 Penalty: 2450.702148
	Iteration 11Q: 3 clusters Score -166484.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -166491.156250 Penalty: 2450.702148
	Iteration 12Q: 3 clusters Score -166491.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -166496.234375 Penalty: 2450.702148
	Iteration 13Q: 3 clusters Score -166496.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -166501.609375 Penalty: 2450.702148
	Iteration 14Q: 3 clusters Score -166501.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -166505.296875 Penalty: 2450.702148
	Iteration 15Q: 3 clusters Score -166505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -166507.968750 Penalty: 2450.702148
	Iteration 16Q: 3 clusters Score -166508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -166510.328125 Penalty: 2450.702148
	Iteration 17Q: 3 clusters Score -166510.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -166512.031250 Penalty: 2450.702148
	Iteration 18Q: 3 clusters Score -166512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -166516.515625 Penalty: 2450.702148
	Iteration 19Q: 3 clusters Score -166516.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -166523.515625 Penalty: 2450.702148
	Iteration 20F: 3 clusters Score -166523.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -166533.187500 Penalty: 2450.702148
	Iteration 21Q: 3 clusters Score -166533.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -166541.187500 Penalty: 2450.702148
	Iteration 22Q: 3 clusters Score -166541.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -166551.406250 Penalty: 2450.702148
	Iteration 23Q: 3 clusters Score -166551.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -166570.125000 Penalty: 2450.702148
	Iteration 24Q: 3 clusters Score -166570.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -166593.046875 Penalty: 2450.702148
	Iteration 25Q: 3 clusters Score -166593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -166624.281250 Penalty: 2450.702148
	Iteration 26Q: 3 clusters Score -166624.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -166672.281250 Penalty: 2450.702148
	Iteration 27Q: 3 clusters Score -166672.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -166739.359375 Penalty: 2450.702148
	Iteration 28Q: 3 clusters Score -166739.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -166825.406250 Penalty: 2450.702148
	Iteration 29Q: 3 clusters Score -166825.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -166915.609375 Penalty: 2450.702148
	Iteration 30Q: 3 clusters Score -166915.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -166999.875000 Penalty: 2450.702148
	Iteration 31Q: 3 clusters Score -166999.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -167041.734375 Penalty: 2450.702148
	Iteration 32Q: 3 clusters Score -167041.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -167070.671875 Penalty: 2450.702148
	Iteration 33Q: 3 clusters Score -167070.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -167088.453125 Penalty: 2450.702148
	Iteration 34Q: 3 clusters Score -167088.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -167095.093750 Penalty: 2450.702148
	Iteration 35Q: 3 clusters Score -167095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -167101.390625 Penalty: 2450.702148
	Iteration 36Q: 3 clusters Score -167101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -167106.140625 Penalty: 2450.702148
	Iteration 37Q: 3 clusters Score -167106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -167106.781250 Penalty: 2450.702148
	Iteration 38Q: 3 clusters Score -167106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -167108.953125 Penalty: 2450.702148
	Iteration 39Q: 3 clusters Score -167109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -167122.406250 Penalty: 2450.702148
	Iteration 40F: 3 clusters Score -167122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -167129.125000 Penalty: 2450.702148
	Iteration 41Q: 3 clusters Score -167129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -167132.484375 Penalty: 2450.702148
	Iteration 42Q: 3 clusters Score -167132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -167135.421875 Penalty: 2450.702148
	Iteration 43Q: 3 clusters Score -167135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -167135.421875 Penalty: 2450.702148
	Iteration 44F: 3 clusters Score -167135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Entering Unmasked Estep 
Score: -3447923.500000 Penalty: 1701.147827
	Iteration 0F: 2 clusters Score -3447924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3425573.500000 Penalty: 3402.295654
	Iteration 0F: 3 clusters Score -3425574 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3434583.750000 Penalty: 3402.295654
	Iteration 1F: 3 clusters Score -3434584 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3434990.500000 Penalty: 3402.295654
	Iteration 2Q: 3 clusters Score -3434990 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3435327.500000 Penalty: 3402.295654
	Iteration 3Q: 3 clusters Score -3435328 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3435681.000000 Penalty: 3402.295654
	Iteration 4Q: 3 clusters Score -3435681 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3436040.250000 Penalty: 3402.295654
	Iteration 5Q: 3 clusters Score -3436040 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3436535.750000 Penalty: 3402.295654
	Iteration 6Q: 3 clusters Score -3436536 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3437117.250000 Penalty: 3402.295654
	Iteration 7Q: 3 clusters Score -3437117 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3437798.500000 Penalty: 3402.295654
	Iteration 8Q: 3 clusters Score -3437798 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3438585.750000 Penalty: 3402.295654
	Iteration 9Q: 3 clusters Score -3438586 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3439486.000000 Penalty: 3402.295654
	Iteration 10Q: 3 clusters Score -3439486 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3440336.250000 Penalty: 3402.295654
	Iteration 11Q: 3 clusters Score -3440336 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3441090.500000 Penalty: 3402.295654
	Iteration 12Q: 3 clusters Score -3441090 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3441711.250000 Penalty: 3402.295654
	Iteration 13Q: 3 clusters Score -3441711 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3442195.000000 Penalty: 3402.295654
	Iteration 14Q: 3 clusters Score -3442195 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3442662.250000 Penalty: 3402.295654
	Iteration 15Q: 3 clusters Score -3442662 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3443039.250000 Penalty: 3402.295654
	Iteration 16Q: 3 clusters Score -3443039 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3443444.000000 Penalty: 3402.295654
	Iteration 17Q: 3 clusters Score -3443444 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3443817.750000 Penalty: 3402.295654
	Iteration 18Q: 3 clusters Score -3443818 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3444152.750000 Penalty: 3402.295654
	Iteration 19Q: 3 clusters Score -3444153 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3444517.250000 Penalty: 3402.295654
	Iteration 20F: 3 clusters Score -3444517 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3444838.250000 Penalty: 3402.295654
	Iteration 21Q: 3 clusters Score -3444838 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3445085.250000 Penalty: 3402.295654
	Iteration 22Q: 3 clusters Score -3445085 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3445337.750000 Penalty: 3402.295654
	Iteration 23Q: 3 clusters Score -3445338 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -3445588.750000 Penalty: 3402.295654
	Iteration 24Q: 3 clusters Score -3445589 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -3445852.000000 Penalty: 3402.295654
	Iteration 25Q: 3 clusters Score -3445852 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -3446073.000000 Penalty: 3402.295654
	Iteration 26Q: 3 clusters Score -3446073 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -3446250.000000 Penalty: 3402.295654
	Iteration 27Q: 3 clusters Score -3446250 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3446398.250000 Penalty: 3402.295654
	Iteration 28Q: 3 clusters Score -3446398 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -3446504.250000 Penalty: 3402.295654
	Iteration 29Q: 3 clusters Score -3446504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -3446607.750000 Penalty: 3402.295654
	Iteration 30Q: 3 clusters Score -3446608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -3446703.500000 Penalty: 3402.295654
	Iteration 31Q: 3 clusters Score -3446704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -3446758.000000 Penalty: 3402.295654
	Iteration 32Q: 3 clusters Score -3446758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -3446777.750000 Penalty: 3402.295654
	Iteration 33Q: 3 clusters Score -3446778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -3446774.000000 Penalty: 3402.295654
	Iteration 34Q: 3 clusters Score -3446774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -3446786.000000 Penalty: 3402.295654
	Iteration 35Q: 3 clusters Score -3446786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -3446781.750000 Penalty: 3402.295654
	Iteration 36Q: 3 clusters Score -3446782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3446802.750000 Penalty: 3402.295654
	Iteration 37Q: 3 clusters Score -3446803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3446806.750000 Penalty: 3402.295654
	Iteration 38Q: 3 clusters Score -3446807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -3446805.500000 Penalty: 3402.295654
	Iteration 39Q: 3 clusters Score -3446806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -3446808.250000 Penalty: 3402.295654
	Iteration 40F: 3 clusters Score -3446808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -3446808.250000 Penalty: 3402.295654
	Iteration 41Q: 3 clusters Score -3446808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3446807.000000 Penalty: 3402.295654
	Iteration 42Q: 3 clusters Score -3446807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -3446809.750000 Penalty: 3402.295654
	Iteration 43Q: 3 clusters Score -3446810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -3446804.250000 Penalty: 3402.295654
	Iteration 44Q: 3 clusters Score -3446804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -3446801.500000 Penalty: 3402.295654
	Iteration 45Q: 3 clusters Score -3446802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -3446805.000000 Penalty: 3402.295654
	Iteration 46Q: 3 clusters Score -3446805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -3446812.500000 Penalty: 3402.295654
	Iteration 47Q: 3 clusters Score -3446812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -3446816.500000 Penalty: 3402.295654
	Iteration 48Q: 3 clusters Score -3446816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -3446819.750000 Penalty: 3402.295654
	Iteration 49Q: 3 clusters Score -3446820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -3446813.750000 Penalty: 3402.295654
	Iteration 50Q: 3 clusters Score -3446814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -3446816.750000 Penalty: 3402.295654
	Iteration 51Q: 3 clusters Score -3446817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -3446821.500000 Penalty: 3402.295654
	Iteration 52Q: 3 clusters Score -3446822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -3446821.250000 Penalty: 3402.295654
	Iteration 53Q: 3 clusters Score -3446821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -3446820.000000 Penalty: 3402.295654
	Iteration 54Q: 3 clusters Score -3446820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -3446820.000000 Penalty: 3402.295654
	Iteration 55Q: 3 clusters Score -3446820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -3446821.750000 Penalty: 3402.295654
	Iteration 56Q: 3 clusters Score -3446822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -3446830.500000 Penalty: 3402.295654
	Iteration 57Q: 3 clusters Score -3446830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -3446829.250000 Penalty: 3402.295654
	Iteration 58Q: 3 clusters Score -3446829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -3446836.000000 Penalty: 3402.295654
	Iteration 59Q: 3 clusters Score -3446836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -3446835.750000 Penalty: 3402.295654
	Iteration 60F: 3 clusters Score -3446836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -3446834.000000 Penalty: 3402.295654
	Iteration 61Q: 3 clusters Score -3446834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -3446834.000000 Penalty: 3402.295654
	Iteration 62F: 3 clusters Score -3446834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Entering Unmasked Estep 
Score: -486878.843750 Penalty: 1388.151489
	Iteration 0F: 2 clusters Score -486878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -482894.812500 Penalty: 2776.302979
	Iteration 0F: 3 clusters Score -482894.8 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -483989.812500 Penalty: 2776.302979
	Iteration 1F: 3 clusters Score -483989.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -484133.187500 Penalty: 2776.302979
	Iteration 2F: 3 clusters Score -484133.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -484228.531250 Penalty: 2776.302979
	Iteration 3Q: 3 clusters Score -484228.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -484307.625000 Penalty: 2776.302979
	Iteration 4Q: 3 clusters Score -484307.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -484376.687500 Penalty: 2776.302979
	Iteration 5Q: 3 clusters Score -484376.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -484437.843750 Penalty: 2776.302979
	Iteration 6Q: 3 clusters Score -484437.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -484493.812500 Penalty: 2776.302979
	Iteration 7Q: 3 clusters Score -484493.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -484554.687500 Penalty: 2776.302979
	Iteration 8Q: 3 clusters Score -484554.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -484623.000000 Penalty: 2776.302979
	Iteration 9Q: 3 clusters Score -484623 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -484691.218750 Penalty: 2776.302979
	Iteration 10Q: 3 clusters Score -484691.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -484760.281250 Penalty: 2776.302979
	Iteration 11Q: 3 clusters Score -484760.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -484843.687500 Penalty: 2776.302979
	Iteration 12Q: 3 clusters Score -484843.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -484921.125000 Penalty: 2776.302979
	Iteration 13Q: 3 clusters Score -484921.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -485011.625000 Penalty: 2776.302979
	Iteration 14Q: 3 clusters Score -485011.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -485105.718750 Penalty: 2776.302979
	Iteration 15Q: 3 clusters Score -485105.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -485194.375000 Penalty: 2776.302979
	Iteration 16Q: 3 clusters Score -485194.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -485265.343750 Penalty: 2776.302979
	Iteration 17Q: 3 clusters Score -485265.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -485318.437500 Penalty: 2776.302979
	Iteration 18Q: 3 clusters Score -485318.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -485343.781250 Penalty: 2776.302979
	Iteration 19Q: 3 clusters Score -485343.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -485354.343750 Penalty: 2776.302979
	Iteration 20F: 3 clusters Score -485354.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -485363.468750 Penalty: 2776.302979
	Iteration 21Q: 3 clusters Score -485363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -485371.718750 Penalty: 2776.302979
	Iteration 22Q: 3 clusters Score -485371.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -485376.250000 Penalty: 2776.302979
	Iteration 23Q: 3 clusters Score -485376.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -485384.750000 Penalty: 2776.302979
	Iteration 24Q: 3 clusters Score -485384.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -485391.031250 Penalty: 2776.302979
	Iteration 25Q: 3 clusters Score -485391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -485394.093750 Penalty: 2776.302979
	Iteration 26Q: 3 clusters Score -485394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -485396.750000 Penalty: 2776.302979
	Iteration 27Q: 3 clusters Score -485396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -485397.437500 Penalty: 2776.302979
	Iteration 28Q: 3 clusters Score -485397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -485400.437500 Penalty: 2776.302979
	Iteration 29Q: 3 clusters Score -485400.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -485401.750000 Penalty: 2776.302979
	Iteration 30Q: 3 clusters Score -485401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -485401.187500 Penalty: 2776.302979
	Iteration 31Q: 3 clusters Score -485401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -485402.625000 Penalty: 2776.302979
	Iteration 32Q: 3 clusters Score -485402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -485404.875000 Penalty: 2776.302979
	Iteration 33Q: 3 clusters Score -485404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -485405.531250 Penalty: 2776.302979
	Iteration 34Q: 3 clusters Score -485405.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -485407.312500 Penalty: 2776.302979
	Iteration 35Q: 3 clusters Score -485407.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -485408.125000 Penalty: 2776.302979
	Iteration 36Q: 3 clusters Score -485408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -485409.343750 Penalty: 2776.302979
	Iteration 37Q: 3 clusters Score -485409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -485409.343750 Penalty: 2776.302979
	Iteration 38F: 3 clusters Score -485409.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -242330.984375 Penalty: 1280.753418
	Iteration 0F: 2 clusters Score -242331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -239827.890625 Penalty: 2561.506836
	Iteration 0F: 3 clusters Score -239827.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -240491.140625 Penalty: 2561.506836
	Iteration 1F: 3 clusters Score -240491.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -240633.265625 Penalty: 2561.506836
	Iteration 2F: 3 clusters Score -240633.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -240732.843750 Penalty: 2561.506836
	Iteration 3Q: 3 clusters Score -240732.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -240822.250000 Penalty: 2561.506836
	Iteration 4Q: 3 clusters Score -240822.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -240882.000000 Penalty: 2561.506836
	Iteration 5Q: 3 clusters Score -240882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -240926.046875 Penalty: 2561.506836
	Iteration 6Q: 3 clusters Score -240926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -240960.953125 Penalty: 2561.506836
	Iteration 7Q: 3 clusters Score -240961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -240990.921875 Penalty: 2561.506836
	Iteration 8Q: 3 clusters Score -240990.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -241013.437500 Penalty: 2561.506836
	Iteration 9Q: 3 clusters Score -241013.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -241040.765625 Penalty: 2561.506836
	Iteration 10Q: 3 clusters Score -241040.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -241070.406250 Penalty: 2561.506836
	Iteration 11Q: 3 clusters Score -241070.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -241091.312500 Penalty: 2561.506836
	Iteration 12Q: 3 clusters Score -241091.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -241103.656250 Penalty: 2561.506836
	Iteration 13Q: 3 clusters Score -241103.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -241113.781250 Penalty: 2561.506836
	Iteration 14Q: 3 clusters Score -241113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -241123.078125 Penalty: 2561.506836
	Iteration 15Q: 3 clusters Score -241123.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -241131.828125 Penalty: 2561.506836
	Iteration 16Q: 3 clusters Score -241131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -241137.062500 Penalty: 2561.506836
	Iteration 17Q: 3 clusters Score -241137.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -241139.875000 Penalty: 2561.506836
	Iteration 18Q: 3 clusters Score -241139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -241142.093750 Penalty: 2561.506836
	Iteration 19Q: 3 clusters Score -241142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -241144.750000 Penalty: 2561.506836
	Iteration 20F: 3 clusters Score -241144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -241146.546875 Penalty: 2561.506836
	Iteration 21Q: 3 clusters Score -241146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -241149.203125 Penalty: 2561.506836
	Iteration 22Q: 3 clusters Score -241149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -241151.562500 Penalty: 2561.506836
	Iteration 23Q: 3 clusters Score -241151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -241152.562500 Penalty: 2561.506836
	Iteration 24Q: 3 clusters Score -241152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -241153.843750 Penalty: 2561.506836
	Iteration 25Q: 3 clusters Score -241153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -241154.328125 Penalty: 2561.506836
	Iteration 26Q: 3 clusters Score -241154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -241154.781250 Penalty: 2561.506836
	Iteration 27Q: 3 clusters Score -241154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -241154.437500 Penalty: 2561.506836
	Iteration 28Q: 3 clusters Score -241154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -241154.437500 Penalty: 2561.506836
	Iteration 29F: 3 clusters Score -241154.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -569886.812500 Penalty: 1419.653442
	Iteration 0F: 2 clusters Score -569886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -565181.250000 Penalty: 2839.306885
	Iteration 0F: 3 clusters Score -565181.2 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -566479.875000 Penalty: 2839.306885
	Iteration 1F: 3 clusters Score -566479.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -566624.750000 Penalty: 2839.306885
	Iteration 2F: 3 clusters Score -566624.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -566741.437500 Penalty: 2839.306885
	Iteration 3Q: 3 clusters Score -566741.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -566861.562500 Penalty: 2839.306885
	Iteration 4Q: 3 clusters Score -566861.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -566972.625000 Penalty: 2839.306885
	Iteration 5Q: 3 clusters Score -566972.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -567098.187500 Penalty: 2839.306885
	Iteration 6Q: 3 clusters Score -567098.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -567233.375000 Penalty: 2839.306885
	Iteration 7Q: 3 clusters Score -567233.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -567367.062500 Penalty: 2839.306885
	Iteration 8Q: 3 clusters Score -567367.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -567519.437500 Penalty: 2839.306885
	Iteration 9Q: 3 clusters Score -567519.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -567678.312500 Penalty: 2839.306885
	Iteration 10Q: 3 clusters Score -567678.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -567818.250000 Penalty: 2839.306885
	Iteration 11Q: 3 clusters Score -567818.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -567922.687500 Penalty: 2839.306885
	Iteration 12Q: 3 clusters Score -567922.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -568019.062500 Penalty: 2839.306885
	Iteration 13Q: 3 clusters Score -568019.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -568106.062500 Penalty: 2839.306885
	Iteration 14Q: 3 clusters Score -568106.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -568188.187500 Penalty: 2839.306885
	Iteration 15Q: 3 clusters Score -568188.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -568262.937500 Penalty: 2839.306885
	Iteration 16Q: 3 clusters Score -568262.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -568311.062500 Penalty: 2839.306885
	Iteration 17Q: 3 clusters Score -568311.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -568353.375000 Penalty: 2839.306885
	Iteration 18Q: 3 clusters Score -568353.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -568400.062500 Penalty: 2839.306885
	Iteration 19Q: 3 clusters Score -568400.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -568436.562500 Penalty: 2839.306885
	Iteration 20F: 3 clusters Score -568436.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -568476.750000 Penalty: 2839.306885
	Iteration 21Q: 3 clusters Score -568476.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -568512.062500 Penalty: 2839.306885
	Iteration 22Q: 3 clusters Score -568512.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -568542.625000 Penalty: 2839.306885
	Iteration 23Q: 3 clusters Score -568542.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -568572.000000 Penalty: 2839.306885
	Iteration 24Q: 3 clusters Score -568572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -568600.812500 Penalty: 2839.306885
	Iteration 25Q: 3 clusters Score -568600.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -568637.000000 Penalty: 2839.306885
	Iteration 26Q: 3 clusters Score -568637 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -568671.625000 Penalty: 2839.306885
	Iteration 27Q: 3 clusters Score -568671.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -568706.375000 Penalty: 2839.306885
	Iteration 28Q: 3 clusters Score -568706.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -568736.625000 Penalty: 2839.306885
	Iteration 29Q: 3 clusters Score -568736.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -568763.312500 Penalty: 2839.306885
	Iteration 30Q: 3 clusters Score -568763.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -568783.937500 Penalty: 2839.306885
	Iteration 31Q: 3 clusters Score -568783.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -568806.937500 Penalty: 2839.306885
	Iteration 32Q: 3 clusters Score -568806.9 nChanged 80
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: -568839.000000 Penalty: 2839.306885
	Iteration 33Q: 3 clusters Score -568839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -568864.937500 Penalty: 2839.306885
	Iteration 34Q: 3 clusters Score -568864.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -568889.250000 Penalty: 2839.306885
	Iteration 35Q: 3 clusters Score -568889.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -568912.750000 Penalty: 2839.306885
	Iteration 36Q: 3 clusters Score -568912.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -568939.312500 Penalty: 2839.306885
	Iteration 37Q: 3 clusters Score -568939.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -568960.250000 Penalty: 2839.306885
	Iteration 38Q: 3 clusters Score -568960.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -568984.750000 Penalty: 2839.306885
	Iteration 39Q: 3 clusters Score -568984.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -569008.937500 Penalty: 2839.306885
	Iteration 40F: 3 clusters Score -569008.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -569028.812500 Penalty: 2839.306885
	Iteration 41Q: 3 clusters Score -569028.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -569042.750000 Penalty: 2839.306885
	Iteration 42Q: 3 clusters Score -569042.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -569056.812500 Penalty: 2839.306885
	Iteration 43Q: 3 clusters Score -569056.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -569071.500000 Penalty: 2839.306885
	Iteration 44Q: 3 clusters Score -569071.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -569087.250000 Penalty: 2839.306885
	Iteration 45Q: 3 clusters Score -569087.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -569098.687500 Penalty: 2839.306885
	Iteration 46Q: 3 clusters Score -569098.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -569110.812500 Penalty: 2839.306885
	Iteration 47Q: 3 clusters Score -569110.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -569115.375000 Penalty: 2839.306885
	Iteration 48Q: 3 clusters Score -569115.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -569123.062500 Penalty: 2839.306885
	Iteration 49Q: 3 clusters Score -569123.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -569133.062500 Penalty: 2839.306885
	Iteration 50Q: 3 clusters Score -569133.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -569143.375000 Penalty: 2839.306885
	Iteration 51Q: 3 clusters Score -569143.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -569149.062500 Penalty: 2839.306885
	Iteration 52Q: 3 clusters Score -569149.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -569153.375000 Penalty: 2839.306885
	Iteration 53Q: 3 clusters Score -569153.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -569156.750000 Penalty: 2839.306885
	Iteration 54Q: 3 clusters Score -569156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -569158.687500 Penalty: 2839.306885
	Iteration 55Q: 3 clusters Score -569158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -569158.937500 Penalty: 2839.306885
	Iteration 56Q: 3 clusters Score -569158.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -569161.187500 Penalty: 2839.306885
	Iteration 57Q: 3 clusters Score -569161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -569162.937500 Penalty: 2839.306885
	Iteration 58Q: 3 clusters Score -569162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -569165.312500 Penalty: 2839.306885
	Iteration 59Q: 3 clusters Score -569165.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -569166.375000 Penalty: 2839.306885
	Iteration 60F: 3 clusters Score -569166.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -569169.125000 Penalty: 2839.306885
	Iteration 61Q: 3 clusters Score -569169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -569169.250000 Penalty: 2839.306885
	Iteration 62Q: 3 clusters Score -569169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -569168.812500 Penalty: 2839.306885
	Iteration 63Q: 3 clusters Score -569168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -569170.125000 Penalty: 2839.306885
	Iteration 64Q: 3 clusters Score -569170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -569170.750000 Penalty: 2839.306885
	Iteration 65Q: 3 clusters Score -569170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -569172.562500 Penalty: 2839.306885
	Iteration 66Q: 3 clusters Score -569172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -569173.562500 Penalty: 2839.306885
	Iteration 67Q: 3 clusters Score -569173.6 nChanged 4
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: -569174.937500 Penalty: 2839.306885
	Iteration 68Q: 3 clusters Score -569174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -569174.000000 Penalty: 2839.306885
	Iteration 69Q: 3 clusters Score -569174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -569173.937500 Penalty: 2839.306885
	Iteration 70Q: 3 clusters Score -569173.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -569173.937500 Penalty: 2839.306885
	Iteration 71F: 3 clusters Score -569173.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Entering Unmasked Estep 
Score: -975959.500000 Penalty: 1503.272217
	Iteration 0F: 2 clusters Score -975959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -968502.875000 Penalty: 3006.544434
	Iteration 0F: 3 clusters Score -968502.9 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -970906.062500 Penalty: 3006.544434
	Iteration 1F: 3 clusters Score -970906.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -971205.375000 Penalty: 3006.544434
	Iteration 2F: 3 clusters Score -971205.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -971501.312500 Penalty: 3006.544434
	Iteration 3F: 3 clusters Score -971501.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -971802.125000 Penalty: 3006.544434
	Iteration 4F: 3 clusters Score -971802.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -972104.937500 Penalty: 3006.544434
	Iteration 5F: 3 clusters Score -972104.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -972414.125000 Penalty: 3006.544434
	Iteration 6Q: 3 clusters Score -972414.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -972744.187500 Penalty: 3006.544434
	Iteration 7F: 3 clusters Score -972744.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -973102.687500 Penalty: 3006.544434
	Iteration 8Q: 3 clusters Score -973102.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -973489.187500 Penalty: 3006.544434
	Iteration 9Q: 3 clusters Score -973489.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -973835.500000 Penalty: 3006.544434
	Iteration 10Q: 3 clusters Score -973835.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -974121.187500 Penalty: 3006.544434
	Iteration 11Q: 3 clusters Score -974121.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -974378.750000 Penalty: 3006.544434
	Iteration 12Q: 3 clusters Score -974378.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -974563.375000 Penalty: 3006.544434
	Iteration 13Q: 3 clusters Score -974563.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -974671.875000 Penalty: 3006.544434
	Iteration 14Q: 3 clusters Score -974671.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -974742.937500 Penalty: 3006.544434
	Iteration 15Q: 3 clusters Score -974742.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -974782.312500 Penalty: 3006.544434
	Iteration 16Q: 3 clusters Score -974782.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -974814.562500 Penalty: 3006.544434
	Iteration 17Q: 3 clusters Score -974814.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -974844.250000 Penalty: 3006.544434
	Iteration 18Q: 3 clusters Score -974844.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -974861.750000 Penalty: 3006.544434
	Iteration 19Q: 3 clusters Score -974861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -974873.375000 Penalty: 3006.544434
	Iteration 20F: 3 clusters Score -974873.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -974883.750000 Penalty: 3006.544434
	Iteration 21Q: 3 clusters Score -974883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -974890.625000 Penalty: 3006.544434
	Iteration 22Q: 3 clusters Score -974890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -974895.062500 Penalty: 3006.544434
	Iteration 23Q: 3 clusters Score -974895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -974898.312500 Penalty: 3006.544434
	Iteration 24Q: 3 clusters Score -974898.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -974902.812500 Penalty: 3006.544434
	Iteration 25Q: 3 clusters Score -974902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -974903.875000 Penalty: 3006.544434
	Iteration 26Q: 3 clusters Score -974903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -974905.500000 Penalty: 3006.544434
	Iteration 27Q: 3 clusters Score -974905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -974905.500000 Penalty: 3006.544434
	Iteration 28F: 3 clusters Score -974905.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Entering Unmasked Estep 
Score: -4626113.000000 Penalty: 1749.471191
	Iteration 0F: 2 clusters Score -4626113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -4606735.500000 Penalty: 3498.942383
	Iteration 0F: 3 clusters Score -4606736 nChanged 22293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4619386.000000 Penalty: 3498.942383
	Iteration 1F: 3 clusters Score -4619386 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -4619861.000000 Penalty: 3498.942383
	Iteration 2Q: 3 clusters Score -4619861 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4620391.000000 Penalty: 3498.942383
	Iteration 3Q: 3 clusters Score -4620391 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4620972.500000 Penalty: 3498.942383
	Iteration 4Q: 3 clusters Score -4620972 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4621791.500000 Penalty: 3498.942383
	Iteration 5Q: 3 clusters Score -4621792 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4622891.500000 Penalty: 3498.942383
	Iteration 6F: 3 clusters Score -4622892 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4624704.000000 Penalty: 3498.942383
	Iteration 7F: 3 clusters Score -4624704 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4625858.500000 Penalty: 3498.942383
	Iteration 8F: 3 clusters Score -4625858 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4625553.000000 Penalty: 3498.942383
	Iteration 9F: 3 clusters Score -4625553 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4625202.000000 Penalty: 3498.942383
	Iteration 10F: 3 clusters Score -4625202 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4624933.000000 Penalty: 3498.942383
	Iteration 11Q: 3 clusters Score -4624933 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4624892.500000 Penalty: 3498.942383
	Iteration 12Q: 3 clusters Score -4624892 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4624835.500000 Penalty: 3498.942383
	Iteration 13Q: 3 clusters Score -4624836 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4624813.500000 Penalty: 3498.942383
	Iteration 14Q: 3 clusters Score -4624814 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4624827.500000 Penalty: 3498.942383
	Iteration 15Q: 3 clusters Score -4624828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4624840.500000 Penalty: 3498.942383
	Iteration 16Q: 3 clusters Score -4624840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4624835.000000 Penalty: 3498.942383
	Iteration 17Q: 3 clusters Score -4624835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4624862.000000 Penalty: 3498.942383
	Iteration 18Q: 3 clusters Score -4624862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4624857.500000 Penalty: 3498.942383
	Iteration 19Q: 3 clusters Score -4624858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4624867.000000 Penalty: 3498.942383
	Iteration 20F: 3 clusters Score -4624867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4624865.500000 Penalty: 3498.942383
	Iteration 21Q: 3 clusters Score -4624866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4624868.000000 Penalty: 3498.942383
	Iteration 22Q: 3 clusters Score -4624868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4624872.500000 Penalty: 3498.942383
	Iteration 23Q: 3 clusters Score -4624872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4624875.500000 Penalty: 3498.942383
	Iteration 24Q: 3 clusters Score -4624876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4624875.000000 Penalty: 3498.942383
	Iteration 25Q: 3 clusters Score -4624875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4624872.500000 Penalty: 3498.942383
	Iteration 26Q: 3 clusters Score -4624872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4624876.500000 Penalty: 3498.942383
	Iteration 27Q: 3 clusters Score -4624876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4624889.000000 Penalty: 3498.942383
	Iteration 28Q: 3 clusters Score -4624889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4624889.000000 Penalty: 3498.942383
	Iteration 29Q: 3 clusters Score -4624889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4624893.000000 Penalty: 3498.942383
	Iteration 30Q: 3 clusters Score -4624893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4624891.500000 Penalty: 3498.942383
	Iteration 31Q: 3 clusters Score -4624892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4624891.000000 Penalty: 3498.942383
	Iteration 32Q: 3 clusters Score -4624891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4624893.500000 Penalty: 3498.942383
	Iteration 33Q: 3 clusters Score -4624894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4624893.500000 Penalty: 3498.942383
	Iteration 34F: 3 clusters Score -4624894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -294735.093750 Penalty: 1318.674927
	Iteration 0F: 2 clusters Score -294735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -291817.687500 Penalty: 2637.349854
	Iteration 0F: 3 clusters Score -291817.7 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -292566.468750 Penalty: 2637.349854
	Iteration 1F: 3 clusters Score -292566.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -292758.468750 Penalty: 2637.349854
	Iteration 2F: 3 clusters Score -292758.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -292936.718750 Penalty: 2637.349854
	Iteration 3F: 3 clusters Score -292936.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -293096.500000 Penalty: 2637.349854
	Iteration 4F: 3 clusters Score -293096.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -293233.500000 Penalty: 2637.349854
	Iteration 5Q: 3 clusters Score -293233.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -293356.343750 Penalty: 2637.349854
	Iteration 6Q: 3 clusters Score -293356.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -293478.062500 Penalty: 2637.349854
	Iteration 7Q: 3 clusters Score -293478.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -293622.937500 Penalty: 2637.349854
	Iteration 8Q: 3 clusters Score -293622.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -293823.093750 Penalty: 2637.349854
	Iteration 9Q: 3 clusters Score -293823.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -294019.250000 Penalty: 2637.349854
	Iteration 10Q: 3 clusters Score -294019.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -294192.562500 Penalty: 2637.349854
	Iteration 11Q: 3 clusters Score -294192.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -294320.812500 Penalty: 2637.349854
	Iteration 12Q: 3 clusters Score -294320.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -294405.000000 Penalty: 2637.349854
	Iteration 13Q: 3 clusters Score -294405 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -294436.593750 Penalty: 2637.349854
	Iteration 14Q: 3 clusters Score -294436.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -294453.593750 Penalty: 2637.349854
	Iteration 15Q: 3 clusters Score -294453.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -294471.437500 Penalty: 2637.349854
	Iteration 16Q: 3 clusters Score -294471.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -294481.281250 Penalty: 2637.349854
	Iteration 17Q: 3 clusters Score -294481.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -294488.187500 Penalty: 2637.349854
	Iteration 18Q: 3 clusters Score -294488.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -294491.531250 Penalty: 2637.349854
	Iteration 19Q: 3 clusters Score -294491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -294497.093750 Penalty: 2637.349854
	Iteration 20F: 3 clusters Score -294497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -294498.500000 Penalty: 2637.349854
	Iteration 21Q: 3 clusters Score -294498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -294499.500000 Penalty: 2637.349854
	Iteration 22Q: 3 clusters Score -294499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -294501.156250 Penalty: 2637.349854
	Iteration 23Q: 3 clusters Score -294501.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -294502.250000 Penalty: 2637.349854
	Iteration 24Q: 3 clusters Score -294502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -294503.750000 Penalty: 2637.349854
	Iteration 25Q: 3 clusters Score -294503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -294504.250000 Penalty: 2637.349854
	Iteration 26Q: 3 clusters Score -294504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -294504.250000 Penalty: 2637.349854
	Iteration 27F: 3 clusters Score -294504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Entering Unmasked Estep 
Score: -1814765.500000 Penalty: 1605.975830
	Iteration 0F: 2 clusters Score -1814766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1801386.625000 Penalty: 3211.951660
	Iteration 0F: 3 clusters Score -1801387 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1806230.625000 Penalty: 3211.951660
	Iteration 1F: 3 clusters Score -1806231 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1806618.750000 Penalty: 3211.951660
	Iteration 2F: 3 clusters Score -1806619 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1807009.250000 Penalty: 3211.951660
	Iteration 3Q: 3 clusters Score -1807009 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1807363.500000 Penalty: 3211.951660
	Iteration 4Q: 3 clusters Score -1807364 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1807726.250000 Penalty: 3211.951660
	Iteration 5Q: 3 clusters Score -1807726 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1808085.625000 Penalty: 3211.951660
	Iteration 6Q: 3 clusters Score -1808086 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1808457.500000 Penalty: 3211.951660
	Iteration 7Q: 3 clusters Score -1808458 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1808871.625000 Penalty: 3211.951660
	Iteration 8Q: 3 clusters Score -1808872 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1809373.875000 Penalty: 3211.951660
	Iteration 9Q: 3 clusters Score -1809374 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1809894.250000 Penalty: 3211.951660
	Iteration 10Q: 3 clusters Score -1809894 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1810454.625000 Penalty: 3211.951660
	Iteration 11Q: 3 clusters Score -1810455 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1811074.000000 Penalty: 3211.951660
	Iteration 12Q: 3 clusters Score -1811074 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1811659.875000 Penalty: 3211.951660
	Iteration 13Q: 3 clusters Score -1811660 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1812157.125000 Penalty: 3211.951660
	Iteration 14Q: 3 clusters Score -1812157 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1812527.625000 Penalty: 3211.951660
	Iteration 15Q: 3 clusters Score -1812528 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1812830.875000 Penalty: 3211.951660
	Iteration 16Q: 3 clusters Score -1812831 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1813063.000000 Penalty: 3211.951660
	Iteration 17Q: 3 clusters Score -1813063 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1813209.750000 Penalty: 3211.951660
	Iteration 18Q: 3 clusters Score -1813210 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1813326.625000 Penalty: 3211.951660
	Iteration 19Q: 3 clusters Score -1813327 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1813407.875000 Penalty: 3211.951660
	Iteration 20F: 3 clusters Score -1813408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1813455.125000 Penalty: 3211.951660
	Iteration 21Q: 3 clusters Score -1813455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1813491.750000 Penalty: 3211.951660
	Iteration 22Q: 3 clusters Score -1813492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1813514.000000 Penalty: 3211.951660
	Iteration 23Q: 3 clusters Score -1813514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1813533.000000 Penalty: 3211.951660
	Iteration 24Q: 3 clusters Score -1813533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1813550.875000 Penalty: 3211.951660
	Iteration 25Q: 3 clusters Score -1813551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1813563.875000 Penalty: 3211.951660
	Iteration 26Q: 3 clusters Score -1813564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1813578.500000 Penalty: 3211.951660
	Iteration 27Q: 3 clusters Score -1813578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1813591.000000 Penalty: 3211.951660
	Iteration 28Q: 3 clusters Score -1813591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1813600.000000 Penalty: 3211.951660
	Iteration 29Q: 3 clusters Score -1813600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1813606.750000 Penalty: 3211.951660
	Iteration 30Q: 3 clusters Score -1813607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1813609.125000 Penalty: 3211.951660
	Iteration 31Q: 3 clusters Score -1813609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1813611.250000 Penalty: 3211.951660
	Iteration 32Q: 3 clusters Score -1813611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1813615.750000 Penalty: 3211.951660
	Iteration 33Q: 3 clusters Score -1813616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1813616.875000 Penalty: 3211.951660
	Iteration 34Q: 3 clusters Score -1813617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1813622.250000 Penalty: 3211.951660
	Iteration 35Q: 3 clusters Score -1813622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1813626.625000 Penalty: 3211.951660
	Iteration 36Q: 3 clusters Score -1813627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1813626.750000 Penalty: 3211.951660
	Iteration 37Q: 3 clusters Score -1813627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1813627.875000 Penalty: 3211.951660
	Iteration 38Q: 3 clusters Score -1813628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1813626.500000 Penalty: 3211.951660
	Iteration 39Q: 3 clusters Score -1813626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1813626.500000 Penalty: 3211.951660
	Iteration 40F: 3 clusters Score -1813626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Entering Unmasked Estep 
Score: -797129.937500 Penalty: 1473.132446
	Iteration 0F: 2 clusters Score -797129.9 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 4313 members 
Entering Unmasked Estep 
Score: -790857.437500 Penalty: 2946.264893
	Iteration 0F: 3 clusters Score -790857.4 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -792842.875000 Penalty: 2946.264893
	Iteration 1F: 3 clusters Score -792842.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -793158.375000 Penalty: 2946.264893
	Iteration 2F: 3 clusters Score -793158.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -793461.250000 Penalty: 2946.264893
	Iteration 3F: 3 clusters Score -793461.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -793842.750000 Penalty: 2946.264893
	Iteration 4F: 3 clusters Score -793842.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -794420.250000 Penalty: 2946.264893
	Iteration 5F: 3 clusters Score -794420.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -795347.062500 Penalty: 2946.264893
	Iteration 6F: 3 clusters Score -795347.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -796431.500000 Penalty: 2946.264893
	Iteration 7F: 3 clusters Score -796431.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -797194.312500 Penalty: 2946.264893
	Iteration 8F: 3 clusters Score -797194.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -797511.062500 Penalty: 2946.264893
	Iteration 9Q: 3 clusters Score -797511.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -797616.437500 Penalty: 2946.264893
	Iteration 10Q: 3 clusters Score -797616.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -797666.312500 Penalty: 2946.264893
	Iteration 11Q: 3 clusters Score -797666.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -797695.687500 Penalty: 2946.264893
	Iteration 12Q: 3 clusters Score -797695.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -797716.375000 Penalty: 2946.264893
	Iteration 13Q: 3 clusters Score -797716.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -797724.687500 Penalty: 2946.264893
	Iteration 14Q: 3 clusters Score -797724.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -797731.437500 Penalty: 2946.264893
	Iteration 15Q: 3 clusters Score -797731.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -797736.812500 Penalty: 2946.264893
	Iteration 16Q: 3 clusters Score -797736.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -797740.375000 Penalty: 2946.264893
	Iteration 17Q: 3 clusters Score -797740.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -797740.812500 Penalty: 2946.264893
	Iteration 18Q: 3 clusters Score -797740.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -797742.687500 Penalty: 2946.264893
	Iteration 19Q: 3 clusters Score -797742.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -797742.562500 Penalty: 2946.264893
	Iteration 20F: 3 clusters Score -797742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -797741.500000 Penalty: 2946.264893
	Iteration 21Q: 3 clusters Score -797741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -797741.500000 Penalty: 2946.264893
	Iteration 22F: 3 clusters Score -797741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35193 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 31913 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 38244 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 36726 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41770 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 32961 members 
Mstep: Class 41 contains 3522 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 1783 members 
Mstep: Class 44 contains 4656 members 
Entering Unmasked Estep 
Score: -49776928.000000 Penalty: 94421.257812
Splitting cluster 16 changes total score from -49776564.000000 to -49776928.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 17 (46981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Entering Unmasked Estep 
Score: -4425806.500000 Penalty: 1748.093506
	Iteration 0F: 2 clusters Score -4425806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4399538.000000 Penalty: 3496.187012
	Iteration 0F: 3 clusters Score -4399538 nChanged 21913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4411866.000000 Penalty: 3496.187012
	Iteration 1F: 3 clusters Score -4411866 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4412299.000000 Penalty: 3496.187012
	Iteration 2Q: 3 clusters Score -4412299 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4412712.500000 Penalty: 3496.187012
	Iteration 3Q: 3 clusters Score -4412712 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4413145.000000 Penalty: 3496.187012
	Iteration 4Q: 3 clusters Score -4413145 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4413804.000000 Penalty: 3496.187012
	Iteration 5Q: 3 clusters Score -4413804 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4414855.500000 Penalty: 3496.187012
	Iteration 6Q: 3 clusters Score -4414856 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4416582.000000 Penalty: 3496.187012
	Iteration 7F: 3 clusters Score -4416582 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4418611.000000 Penalty: 3496.187012
	Iteration 8F: 3 clusters Score -4418611 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4420084.500000 Penalty: 3496.187012
	Iteration 9F: 3 clusters Score -4420084 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4421246.000000 Penalty: 3496.187012
	Iteration 10F: 3 clusters Score -4421246 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4422104.000000 Penalty: 3496.187012
	Iteration 11Q: 3 clusters Score -4422104 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4422629.500000 Penalty: 3496.187012
	Iteration 12Q: 3 clusters Score -4422630 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4422992.000000 Penalty: 3496.187012
	Iteration 13Q: 3 clusters Score -4422992 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4423257.000000 Penalty: 3496.187012
	Iteration 14Q: 3 clusters Score -4423257 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4423426.000000 Penalty: 3496.187012
	Iteration 15Q: 3 clusters Score -4423426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4423541.000000 Penalty: 3496.187012
	Iteration 16Q: 3 clusters Score -4423541 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4423618.500000 Penalty: 3496.187012
	Iteration 17Q: 3 clusters Score -4423618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4423668.000000 Penalty: 3496.187012
	Iteration 18Q: 3 clusters Score -4423668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4423666.500000 Penalty: 3496.187012
	Iteration 19Q: 3 clusters Score -4423666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4423689.000000 Penalty: 3496.187012
	Iteration 20F: 3 clusters Score -4423689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4423692.000000 Penalty: 3496.187012
	Iteration 21Q: 3 clusters Score -4423692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4423697.000000 Penalty: 3496.187012
	Iteration 22Q: 3 clusters Score -4423697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4423706.000000 Penalty: 3496.187012
	Iteration 23Q: 3 clusters Score -4423706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4423713.000000 Penalty: 3496.187012
	Iteration 24Q: 3 clusters Score -4423713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4423720.500000 Penalty: 3496.187012
	Iteration 25Q: 3 clusters Score -4423720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4423719.000000 Penalty: 3496.187012
	Iteration 26Q: 3 clusters Score -4423719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4423725.000000 Penalty: 3496.187012
	Iteration 27Q: 3 clusters Score -4423725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4423716.500000 Penalty: 3496.187012
	Iteration 28Q: 3 clusters Score -4423716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4423718.500000 Penalty: 3496.187012
	Iteration 29Q: 3 clusters Score -4423718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4423708.000000 Penalty: 3496.187012
	Iteration 30Q: 3 clusters Score -4423708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4423718.000000 Penalty: 3496.187012
	Iteration 31Q: 3 clusters Score -4423718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4423723.500000 Penalty: 3496.187012
	Iteration 32Q: 3 clusters Score -4423724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4423724.000000 Penalty: 3496.187012
	Iteration 33Q: 3 clusters Score -4423724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4423711.500000 Penalty: 3496.187012
	Iteration 34Q: 3 clusters Score -4423712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4423725.500000 Penalty: 3496.187012
	Iteration 35Q: 3 clusters Score -4423726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4423731.000000 Penalty: 3496.187012
	Iteration 36Q: 3 clusters Score -4423731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4423731.500000 Penalty: 3496.187012
	Iteration 37Q: 3 clusters Score -4423732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4423733.000000 Penalty: 3496.187012
	Iteration 38Q: 3 clusters Score -4423733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4423734.000000 Penalty: 3496.187012
	Iteration 39Q: 3 clusters Score -4423734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4423732.500000 Penalty: 3496.187012
	Iteration 40F: 3 clusters Score -4423732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -140522.390625 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -140522.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -138712.828125 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -138712.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -139072.718750 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -139072.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -139195.421875 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -139195.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -139272.125000 Penalty: 2388.708984
	Iteration 3F: 3 clusters Score -139272.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -139317.390625 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -139317.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -139360.093750 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -139360.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139387.140625 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -139387.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139414.062500 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -139414.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -139435.296875 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -139435.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -139457.265625 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -139457.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -139470.125000 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -139470.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -139484.578125 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -139484.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -139492.937500 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -139492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -139495.625000 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -139495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -139499.000000 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -139499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -139500.984375 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -139501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -139502.656250 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -139502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139502.890625 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -139502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -139503.328125 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -139503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -139504.078125 Penalty: 2388.708984
	Iteration 19Q: 3 clusters Score -139504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -139504.656250 Penalty: 2388.708984
	Iteration 20F: 3 clusters Score -139504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -139506.265625 Penalty: 2388.708984
	Iteration 21Q: 3 clusters Score -139506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -139511.156250 Penalty: 2388.708984
	Iteration 22Q: 3 clusters Score -139511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -139515.125000 Penalty: 2388.708984
	Iteration 23Q: 3 clusters Score -139515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139518.734375 Penalty: 2388.708984
	Iteration 24Q: 3 clusters Score -139518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139521.140625 Penalty: 2388.708984
	Iteration 25Q: 3 clusters Score -139521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -139525.890625 Penalty: 2388.708984
	Iteration 26Q: 3 clusters Score -139525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -139530.046875 Penalty: 2388.708984
	Iteration 27Q: 3 clusters Score -139530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -139534.343750 Penalty: 2388.708984
	Iteration 28Q: 3 clusters Score -139534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -139537.687500 Penalty: 2388.708984
	Iteration 29Q: 3 clusters Score -139537.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -139545.078125 Penalty: 2388.708984
	Iteration 30Q: 3 clusters Score -139545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -139549.250000 Penalty: 2388.708984
	Iteration 31Q: 3 clusters Score -139549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -139549.984375 Penalty: 2388.708984
	Iteration 32Q: 3 clusters Score -139550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -139549.984375 Penalty: 2388.708984
	Iteration 33F: 3 clusters Score -139550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Entering Unmasked Estep 
Score: -862324.875000 Penalty: 1479.901978
	Iteration 0F: 2 clusters Score -862324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -855784.875000 Penalty: 2959.803955
	Iteration 0F: 3 clusters Score -855784.9 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -857781.625000 Penalty: 2959.803955
	Iteration 1F: 3 clusters Score -857781.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -858001.937500 Penalty: 2959.803955
	Iteration 2F: 3 clusters Score -858001.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -858158.125000 Penalty: 2959.803955
	Iteration 3Q: 3 clusters Score -858158.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -858291.312500 Penalty: 2959.803955
	Iteration 4Q: 3 clusters Score -858291.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -858434.937500 Penalty: 2959.803955
	Iteration 5Q: 3 clusters Score -858434.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -858597.062500 Penalty: 2959.803955
	Iteration 6Q: 3 clusters Score -858597.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -858786.687500 Penalty: 2959.803955
	Iteration 7Q: 3 clusters Score -858786.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -859036.500000 Penalty: 2959.803955
	Iteration 8Q: 3 clusters Score -859036.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -859340.375000 Penalty: 2959.803955
	Iteration 9Q: 3 clusters Score -859340.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -859669.562500 Penalty: 2959.803955
	Iteration 10F: 3 clusters Score -859669.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -860009.375000 Penalty: 2959.803955
	Iteration 11Q: 3 clusters Score -860009.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -860345.500000 Penalty: 2959.803955
	Iteration 12Q: 3 clusters Score -860345.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -860632.062500 Penalty: 2959.803955
	Iteration 13Q: 3 clusters Score -860632.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -860787.500000 Penalty: 2959.803955
	Iteration 14Q: 3 clusters Score -860787.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -860887.125000 Penalty: 2959.803955
	Iteration 15Q: 3 clusters Score -860887.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -860957.687500 Penalty: 2959.803955
	Iteration 16Q: 3 clusters Score -860957.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -860998.875000 Penalty: 2959.803955
	Iteration 17Q: 3 clusters Score -860998.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -861025.750000 Penalty: 2959.803955
	Iteration 18Q: 3 clusters Score -861025.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -861043.187500 Penalty: 2959.803955
	Iteration 19Q: 3 clusters Score -861043.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -861054.750000 Penalty: 2959.803955
	Iteration 20F: 3 clusters Score -861054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -861060.812500 Penalty: 2959.803955
	Iteration 21Q: 3 clusters Score -861060.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -861065.375000 Penalty: 2959.803955
	Iteration 22Q: 3 clusters Score -861065.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -861069.625000 Penalty: 2959.803955
	Iteration 23Q: 3 clusters Score -861069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -861073.187500 Penalty: 2959.803955
	Iteration 24Q: 3 clusters Score -861073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -861080.750000 Penalty: 2959.803955
	Iteration 25Q: 3 clusters Score -861080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -861082.312500 Penalty: 2959.803955
	Iteration 26Q: 3 clusters Score -861082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -861086.375000 Penalty: 2959.803955
	Iteration 27Q: 3 clusters Score -861086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -861085.312500 Penalty: 2959.803955
	Iteration 28Q: 3 clusters Score -861085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -861083.937500 Penalty: 2959.803955
	Iteration 29Q: 3 clusters Score -861083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -861085.500000 Penalty: 2959.803955
	Iteration 30Q: 3 clusters Score -861085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -861086.250000 Penalty: 2959.803955
	Iteration 31Q: 3 clusters Score -861086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -861086.250000 Penalty: 2959.803955
	Iteration 32F: 3 clusters Score -861086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42023.421875 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -42023.42 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42168.382812 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42168.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42209.683594 Penalty: 2013.181763
	Iteration 2Q: 3 clusters Score -42209.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42244.875000 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42244.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42267.652344 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42267.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42279.332031 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42279.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42290.765625 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42290.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42292.550781 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42292.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42294.492188 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -42294.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42294.492188 Penalty: 2013.181763
	Iteration 9F: 3 clusters Score -42294.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Entering Unmasked Estep 
Score: -2799186.750000 Penalty: 1685.249878
	Iteration 0F: 2 clusters Score -2799187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2777766.750000 Penalty: 3370.499756
	Iteration 0F: 3 clusters Score -2777767 nChanged 14698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2785941.750000 Penalty: 3370.499756
	Iteration 1F: 3 clusters Score -2785942 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2786391.500000 Penalty: 3370.499756
	Iteration 2Q: 3 clusters Score -2786392 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2786784.750000 Penalty: 3370.499756
	Iteration 3Q: 3 clusters Score -2786785 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2787199.250000 Penalty: 3370.499756
	Iteration 4Q: 3 clusters Score -2787199 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2787701.250000 Penalty: 3370.499756
	Iteration 5Q: 3 clusters Score -2787701 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2788282.500000 Penalty: 3370.499756
	Iteration 6Q: 3 clusters Score -2788282 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2788996.750000 Penalty: 3370.499756
	Iteration 7Q: 3 clusters Score -2788997 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2789932.500000 Penalty: 3370.499756
	Iteration 8Q: 3 clusters Score -2789932 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2791189.750000 Penalty: 3370.499756
	Iteration 9F: 3 clusters Score -2791190 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2792575.750000 Penalty: 3370.499756
	Iteration 10F: 3 clusters Score -2792576 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2793928.500000 Penalty: 3370.499756
	Iteration 11F: 3 clusters Score -2793928 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2795095.750000 Penalty: 3370.499756
	Iteration 12Q: 3 clusters Score -2795096 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2795899.500000 Penalty: 3370.499756
	Iteration 13Q: 3 clusters Score -2795900 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2796462.500000 Penalty: 3370.499756
	Iteration 14Q: 3 clusters Score -2796462 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2796957.000000 Penalty: 3370.499756
	Iteration 15Q: 3 clusters Score -2796957 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2797447.250000 Penalty: 3370.499756
	Iteration 16Q: 3 clusters Score -2797447 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2797913.000000 Penalty: 3370.499756
	Iteration 17Q: 3 clusters Score -2797913 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2798245.250000 Penalty: 3370.499756
	Iteration 18Q: 3 clusters Score -2798245 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2798468.750000 Penalty: 3370.499756
	Iteration 19Q: 3 clusters Score -2798469 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2798655.000000 Penalty: 3370.499756
	Iteration 20F: 3 clusters Score -2798655 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2798791.500000 Penalty: 3370.499756
	Iteration 21Q: 3 clusters Score -2798792 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2798886.500000 Penalty: 3370.499756
	Iteration 22Q: 3 clusters Score -2798886 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2798961.000000 Penalty: 3370.499756
	Iteration 23Q: 3 clusters Score -2798961 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2799016.500000 Penalty: 3370.499756
	Iteration 24Q: 3 clusters Score -2799016 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2799055.000000 Penalty: 3370.499756
	Iteration 25Q: 3 clusters Score -2799055 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2799091.250000 Penalty: 3370.499756
	Iteration 26Q: 3 clusters Score -2799091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2799113.250000 Penalty: 3370.499756
	Iteration 27Q: 3 clusters Score -2799113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2799143.500000 Penalty: 3370.499756
	Iteration 28Q: 3 clusters Score -2799144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2799168.750000 Penalty: 3370.499756
	Iteration 29Q: 3 clusters Score -2799169 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2799193.250000 Penalty: 3370.499756
	Iteration 30Q: 3 clusters Score -2799193 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2799214.250000 Penalty: 3370.499756
	Iteration 31Q: 3 clusters Score -2799214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2799227.000000 Penalty: 3370.499756
	Iteration 32Q: 3 clusters Score -2799227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2799239.000000 Penalty: 3370.499756
	Iteration 33Q: 3 clusters Score -2799239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2799252.500000 Penalty: 3370.499756
	Iteration 34Q: 3 clusters Score -2799252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2799259.500000 Penalty: 3370.499756
	Iteration 35Q: 3 clusters Score -2799260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2799270.500000 Penalty: 3370.499756
	Iteration 36Q: 3 clusters Score -2799270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2799275.000000 Penalty: 3370.499756
	Iteration 37Q: 3 clusters Score -2799275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2799288.500000 Penalty: 3370.499756
	Iteration 38Q: 3 clusters Score -2799288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2799288.000000 Penalty: 3370.499756
	Iteration 39Q: 3 clusters Score -2799288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2799294.250000 Penalty: 3370.499756
	Iteration 40F: 3 clusters Score -2799294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2799304.000000 Penalty: 3370.499756
	Iteration 41Q: 3 clusters Score -2799304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2799302.000000 Penalty: 3370.499756
	Iteration 42Q: 3 clusters Score -2799302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2799309.750000 Penalty: 3370.499756
	Iteration 43Q: 3 clusters Score -2799310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2799314.000000 Penalty: 3370.499756
	Iteration 44Q: 3 clusters Score -2799314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2799313.500000 Penalty: 3370.499756
	Iteration 45Q: 3 clusters Score -2799314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2799317.500000 Penalty: 3370.499756
	Iteration 46Q: 3 clusters Score -2799318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2799317.250000 Penalty: 3370.499756
	Iteration 47Q: 3 clusters Score -2799317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2799319.500000 Penalty: 3370.499756
	Iteration 48Q: 3 clusters Score -2799320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2799324.500000 Penalty: 3370.499756
	Iteration 49Q: 3 clusters Score -2799324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2799321.500000 Penalty: 3370.499756
	Iteration 50Q: 3 clusters Score -2799322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2799319.750000 Penalty: 3370.499756
	Iteration 51Q: 3 clusters Score -2799320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2799317.500000 Penalty: 3370.499756
	Iteration 52Q: 3 clusters Score -2799318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2799317.750000 Penalty: 3370.499756
	Iteration 53Q: 3 clusters Score -2799318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2799318.500000 Penalty: 3370.499756
	Iteration 54Q: 3 clusters Score -2799318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2799323.750000 Penalty: 3370.499756
	Iteration 55Q: 3 clusters Score -2799324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2799322.500000 Penalty: 3370.499756
	Iteration 56Q: 3 clusters Score -2799322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2799322.500000 Penalty: 3370.499756
	Iteration 57F: 3 clusters Score -2799322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35193 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 29241 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 38244 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 36726 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41770 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 32961 members 
Mstep: Class 41 contains 3522 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 1783 members 
Mstep: Class 44 contains 4656 members 
Mstep: Class 45 contains 2672 members 
Entering Unmasked Estep 
Score: -49776796.000000 Penalty: 96567.195312
Splitting cluster 21 changes total score from -49776564.000000 to -49776796.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 22 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -84207.640625 Penalty: 1112.455444
	Iteration 0F: 2 clusters Score -84207.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82800.187500 Penalty: 2224.910889
	Iteration 0F: 3 clusters Score -82800.19 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83055.640625 Penalty: 2224.910889
	Iteration 1F: 3 clusters Score -83055.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83137.406250 Penalty: 2224.910889
	Iteration 2F: 3 clusters Score -83137.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83191.414062 Penalty: 2224.910889
	Iteration 3Q: 3 clusters Score -83191.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83231.406250 Penalty: 2224.910889
	Iteration 4Q: 3 clusters Score -83231.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83265.593750 Penalty: 2224.910889
	Iteration 5Q: 3 clusters Score -83265.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83287.054688 Penalty: 2224.910889
	Iteration 6Q: 3 clusters Score -83287.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83315.687500 Penalty: 2224.910889
	Iteration 7Q: 3 clusters Score -83315.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83348.125000 Penalty: 2224.910889
	Iteration 8Q: 3 clusters Score -83348.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83397.171875 Penalty: 2224.910889
	Iteration 9Q: 3 clusters Score -83397.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83428.976562 Penalty: 2224.910889
	Iteration 10Q: 3 clusters Score -83428.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83446.992188 Penalty: 2224.910889
	Iteration 11Q: 3 clusters Score -83446.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83462.218750 Penalty: 2224.910889
	Iteration 12Q: 3 clusters Score -83462.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83485.000000 Penalty: 2224.910889
	Iteration 13Q: 3 clusters Score -83485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83514.242188 Penalty: 2224.910889
	Iteration 14Q: 3 clusters Score -83514.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83529.734375 Penalty: 2224.910889
	Iteration 15Q: 3 clusters Score -83529.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83542.460938 Penalty: 2224.910889
	Iteration 16Q: 3 clusters Score -83542.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83560.945312 Penalty: 2224.910889
	Iteration 17Q: 3 clusters Score -83560.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83576.757812 Penalty: 2224.910889
	Iteration 18Q: 3 clusters Score -83576.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83593.351562 Penalty: 2224.910889
	Iteration 19Q: 3 clusters Score -83593.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83604.148438 Penalty: 2224.910889
	Iteration 20F: 3 clusters Score -83604.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83616.968750 Penalty: 2224.910889
	Iteration 21Q: 3 clusters Score -83616.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83636.304688 Penalty: 2224.910889
	Iteration 22Q: 3 clusters Score -83636.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83649.593750 Penalty: 2224.910889
	Iteration 23Q: 3 clusters Score -83649.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83667.007812 Penalty: 2224.910889
	Iteration 24Q: 3 clusters Score -83667.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83679.656250 Penalty: 2224.910889
	Iteration 25Q: 3 clusters Score -83679.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83688.601562 Penalty: 2224.910889
	Iteration 26Q: 3 clusters Score -83688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -83698.609375 Penalty: 2224.910889
	Iteration 27Q: 3 clusters Score -83698.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83710.351562 Penalty: 2224.910889
	Iteration 28Q: 3 clusters Score -83710.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83719.109375 Penalty: 2224.910889
	Iteration 29Q: 3 clusters Score -83719.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83723.414062 Penalty: 2224.910889
	Iteration 30Q: 3 clusters Score -83723.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83735.968750 Penalty: 2224.910889
	Iteration 31Q: 3 clusters Score -83735.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -83754.085938 Penalty: 2224.910889
	Iteration 32Q: 3 clusters Score -83754.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -83769.500000 Penalty: 2224.910889
	Iteration 33Q: 3 clusters Score -83769.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83787.921875 Penalty: 2224.910889
	Iteration 34Q: 3 clusters Score -83787.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83816.453125 Penalty: 2224.910889
	Iteration 35Q: 3 clusters Score -83816.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83846.375000 Penalty: 2224.910889
	Iteration 36Q: 3 clusters Score -83846.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83865.109375 Penalty: 2224.910889
	Iteration 37Q: 3 clusters Score -83865.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83879.484375 Penalty: 2224.910889
	Iteration 38Q: 3 clusters Score -83879.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -83889.687500 Penalty: 2224.910889
	Iteration 39Q: 3 clusters Score -83889.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83894.281250 Penalty: 2224.910889
	Iteration 40F: 3 clusters Score -83894.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83897.023438 Penalty: 2224.910889
	Iteration 41Q: 3 clusters Score -83897.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83900.335938 Penalty: 2224.910889
	Iteration 42Q: 3 clusters Score -83900.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83901.937500 Penalty: 2224.910889
	Iteration 43Q: 3 clusters Score -83901.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83901.937500 Penalty: 2224.910889
	Iteration 44F: 3 clusters Score -83901.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -113853.296875 Penalty: 1169.218018
	Iteration 0F: 2 clusters Score -113853.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112231.429688 Penalty: 2338.436035
	Iteration 0F: 3 clusters Score -112231.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -112572.257812 Penalty: 2338.436035
	Iteration 1F: 3 clusters Score -112572.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -112650.367188 Penalty: 2338.436035
	Iteration 2F: 3 clusters Score -112650.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -112713.914062 Penalty: 2338.436035
	Iteration 3Q: 3 clusters Score -112713.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -112766.671875 Penalty: 2338.436035
	Iteration 4Q: 3 clusters Score -112766.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -112836.960938 Penalty: 2338.436035
	Iteration 5Q: 3 clusters Score -112837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -112902.062500 Penalty: 2338.436035
	Iteration 6Q: 3 clusters Score -112902.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112937.250000 Penalty: 2338.436035
	Iteration 7Q: 3 clusters Score -112937.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112964.601562 Penalty: 2338.436035
	Iteration 8Q: 3 clusters Score -112964.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112991.781250 Penalty: 2338.436035
	Iteration 9Q: 3 clusters Score -112991.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113009.914062 Penalty: 2338.436035
	Iteration 10Q: 3 clusters Score -113009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113018.062500 Penalty: 2338.436035
	Iteration 11Q: 3 clusters Score -113018.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113030.007812 Penalty: 2338.436035
	Iteration 12Q: 3 clusters Score -113030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113040.804688 Penalty: 2338.436035
	Iteration 13Q: 3 clusters Score -113040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113047.695312 Penalty: 2338.436035
	Iteration 14Q: 3 clusters Score -113047.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113055.507812 Penalty: 2338.436035
	Iteration 15Q: 3 clusters Score -113055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113057.765625 Penalty: 2338.436035
	Iteration 16Q: 3 clusters Score -113057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113058.687500 Penalty: 2338.436035
	Iteration 17Q: 3 clusters Score -113058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113059.898438 Penalty: 2338.436035
	Iteration 18Q: 3 clusters Score -113059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113060.585938 Penalty: 2338.436035
	Iteration 19Q: 3 clusters Score -113060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113061.984375 Penalty: 2338.436035
	Iteration 20F: 3 clusters Score -113062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113063.929688 Penalty: 2338.436035
	Iteration 21Q: 3 clusters Score -113063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113065.578125 Penalty: 2338.436035
	Iteration 22Q: 3 clusters Score -113065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113066.109375 Penalty: 2338.436035
	Iteration 23Q: 3 clusters Score -113066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113066.679688 Penalty: 2338.436035
	Iteration 24Q: 3 clusters Score -113066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113066.679688 Penalty: 2338.436035
	Iteration 25F: 3 clusters Score -113066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -376845.218750 Penalty: 1349.319580
	Iteration 0F: 2 clusters Score -376845.2 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 2035 members 
Entering Unmasked Estep 
Score: -373448.500000 Penalty: 2698.639160
	Iteration 0F: 3 clusters Score -373448.5 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -374350.093750 Penalty: 2698.639160
	Iteration 1F: 3 clusters Score -374350.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -374590.062500 Penalty: 2698.639160
	Iteration 2F: 3 clusters Score -374590.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -374782.625000 Penalty: 2698.639160
	Iteration 3F: 3 clusters Score -374782.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -374952.000000 Penalty: 2698.639160
	Iteration 4F: 3 clusters Score -374952 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -375101.375000 Penalty: 2698.639160
	Iteration 5F: 3 clusters Score -375101.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -375221.343750 Penalty: 2698.639160
	Iteration 6Q: 3 clusters Score -375221.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -375322.250000 Penalty: 2698.639160
	Iteration 7Q: 3 clusters Score -375322.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -375404.031250 Penalty: 2698.639160
	Iteration 8Q: 3 clusters Score -375404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -375476.437500 Penalty: 2698.639160
	Iteration 9Q: 3 clusters Score -375476.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -375542.906250 Penalty: 2698.639160
	Iteration 10Q: 3 clusters Score -375542.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -375593.937500 Penalty: 2698.639160
	Iteration 11Q: 3 clusters Score -375593.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -375632.312500 Penalty: 2698.639160
	Iteration 12Q: 3 clusters Score -375632.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -375671.218750 Penalty: 2698.639160
	Iteration 13Q: 3 clusters Score -375671.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -375710.218750 Penalty: 2698.639160
	Iteration 14Q: 3 clusters Score -375710.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -375753.687500 Penalty: 2698.639160
	Iteration 15Q: 3 clusters Score -375753.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -375798.593750 Penalty: 2698.639160
	Iteration 16Q: 3 clusters Score -375798.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -375850.375000 Penalty: 2698.639160
	Iteration 17Q: 3 clusters Score -375850.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -375914.031250 Penalty: 2698.639160
	Iteration 18Q: 3 clusters Score -375914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -375954.375000 Penalty: 2698.639160
	Iteration 19Q: 3 clusters Score -375954.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -375991.531250 Penalty: 2698.639160
	Iteration 20F: 3 clusters Score -375991.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -376011.718750 Penalty: 2698.639160
	Iteration 21Q: 3 clusters Score -376011.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -376023.656250 Penalty: 2698.639160
	Iteration 22Q: 3 clusters Score -376023.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -376033.656250 Penalty: 2698.639160
	Iteration 23Q: 3 clusters Score -376033.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -376040.593750 Penalty: 2698.639160
	Iteration 24Q: 3 clusters Score -376040.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -376048.375000 Penalty: 2698.639160
	Iteration 25Q: 3 clusters Score -376048.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -376051.468750 Penalty: 2698.639160
	Iteration 26Q: 3 clusters Score -376051.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -376053.531250 Penalty: 2698.639160
	Iteration 27Q: 3 clusters Score -376053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -376056.187500 Penalty: 2698.639160
	Iteration 28Q: 3 clusters Score -376056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -376059.875000 Penalty: 2698.639160
	Iteration 29Q: 3 clusters Score -376059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -376060.718750 Penalty: 2698.639160
	Iteration 30Q: 3 clusters Score -376060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -376061.500000 Penalty: 2698.639160
	Iteration 31Q: 3 clusters Score -376061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -376061.437500 Penalty: 2698.639160
	Iteration 32Q: 3 clusters Score -376061.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -376061.437500 Penalty: 2698.639160
	Iteration 33F: 3 clusters Score -376061.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Entering Unmasked Estep 
Score: -2346007.500000 Penalty: 1638.088623
	Iteration 0F: 2 clusters Score -2346008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2329994.250000 Penalty: 3276.177246
	Iteration 0F: 3 clusters Score -2329994 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2335862.000000 Penalty: 3276.177246
	Iteration 1F: 3 clusters Score -2335862 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2336240.750000 Penalty: 3276.177246
	Iteration 2Q: 3 clusters Score -2336241 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2336634.000000 Penalty: 3276.177246
	Iteration 3Q: 3 clusters Score -2336634 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2337105.000000 Penalty: 3276.177246
	Iteration 4Q: 3 clusters Score -2337105 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2337800.000000 Penalty: 3276.177246
	Iteration 5F: 3 clusters Score -2337800 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2338865.750000 Penalty: 3276.177246
	Iteration 6F: 3 clusters Score -2338866 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2340311.750000 Penalty: 3276.177246
	Iteration 7F: 3 clusters Score -2340312 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2341877.250000 Penalty: 3276.177246
	Iteration 8F: 3 clusters Score -2341877 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2343105.750000 Penalty: 3276.177246
	Iteration 9F: 3 clusters Score -2343106 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2343822.000000 Penalty: 3276.177246
	Iteration 10Q: 3 clusters Score -2343822 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2344211.750000 Penalty: 3276.177246
	Iteration 11Q: 3 clusters Score -2344212 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2344402.500000 Penalty: 3276.177246
	Iteration 12Q: 3 clusters Score -2344402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2344496.250000 Penalty: 3276.177246
	Iteration 13Q: 3 clusters Score -2344496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2344533.750000 Penalty: 3276.177246
	Iteration 14Q: 3 clusters Score -2344534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2344551.500000 Penalty: 3276.177246
	Iteration 15Q: 3 clusters Score -2344552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2344573.000000 Penalty: 3276.177246
	Iteration 16Q: 3 clusters Score -2344573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2344585.250000 Penalty: 3276.177246
	Iteration 17Q: 3 clusters Score -2344585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2344598.500000 Penalty: 3276.177246
	Iteration 18Q: 3 clusters Score -2344598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2344604.250000 Penalty: 3276.177246
	Iteration 19Q: 3 clusters Score -2344604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2344614.250000 Penalty: 3276.177246
	Iteration 20F: 3 clusters Score -2344614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2344619.250000 Penalty: 3276.177246
	Iteration 21Q: 3 clusters Score -2344619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2344627.500000 Penalty: 3276.177246
	Iteration 22Q: 3 clusters Score -2344628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2344632.500000 Penalty: 3276.177246
	Iteration 23Q: 3 clusters Score -2344632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2344636.250000 Penalty: 3276.177246
	Iteration 24Q: 3 clusters Score -2344636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2344640.250000 Penalty: 3276.177246
	Iteration 25Q: 3 clusters Score -2344640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2344641.000000 Penalty: 3276.177246
	Iteration 26Q: 3 clusters Score -2344641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2344644.000000 Penalty: 3276.177246
	Iteration 27Q: 3 clusters Score -2344644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2344649.250000 Penalty: 3276.177246
	Iteration 28Q: 3 clusters Score -2344649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2344653.750000 Penalty: 3276.177246
	Iteration 29Q: 3 clusters Score -2344654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2344653.750000 Penalty: 3276.177246
	Iteration 30F: 3 clusters Score -2344654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Entering Unmasked Estep 
Score: -756569.625000 Penalty: 1463.258545
	Iteration 0F: 2 clusters Score -756569.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -750598.312500 Penalty: 2926.517090
	Iteration 0F: 3 clusters Score -750598.3 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -752512.875000 Penalty: 2926.517090
	Iteration 1F: 3 clusters Score -752512.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -752736.625000 Penalty: 2926.517090
	Iteration 2F: 3 clusters Score -752736.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -752943.000000 Penalty: 2926.517090
	Iteration 3F: 3 clusters Score -752943 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -753120.562500 Penalty: 2926.517090
	Iteration 4Q: 3 clusters Score -753120.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -753281.437500 Penalty: 2926.517090
	Iteration 5Q: 3 clusters Score -753281.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -753437.750000 Penalty: 2926.517090
	Iteration 6Q: 3 clusters Score -753437.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -753603.062500 Penalty: 2926.517090
	Iteration 7Q: 3 clusters Score -753603.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -753766.875000 Penalty: 2926.517090
	Iteration 8Q: 3 clusters Score -753766.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -753971.187500 Penalty: 2926.517090
	Iteration 9Q: 3 clusters Score -753971.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -754202.687500 Penalty: 2926.517090
	Iteration 10Q: 3 clusters Score -754202.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -754449.437500 Penalty: 2926.517090
	Iteration 11Q: 3 clusters Score -754449.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -754665.937500 Penalty: 2926.517090
	Iteration 12Q: 3 clusters Score -754665.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -754821.750000 Penalty: 2926.517090
	Iteration 13Q: 3 clusters Score -754821.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -754918.125000 Penalty: 2926.517090
	Iteration 14Q: 3 clusters Score -754918.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -755006.062500 Penalty: 2926.517090
	Iteration 15Q: 3 clusters Score -755006.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -755086.500000 Penalty: 2926.517090
	Iteration 16Q: 3 clusters Score -755086.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -755140.312500 Penalty: 2926.517090
	Iteration 17Q: 3 clusters Score -755140.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -755183.187500 Penalty: 2926.517090
	Iteration 18Q: 3 clusters Score -755183.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -755224.562500 Penalty: 2926.517090
	Iteration 19Q: 3 clusters Score -755224.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -755250.937500 Penalty: 2926.517090
	Iteration 20F: 3 clusters Score -755250.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -755271.312500 Penalty: 2926.517090
	Iteration 21Q: 3 clusters Score -755271.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -755286.000000 Penalty: 2926.517090
	Iteration 22Q: 3 clusters Score -755286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -755301.437500 Penalty: 2926.517090
	Iteration 23Q: 3 clusters Score -755301.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -755321.187500 Penalty: 2926.517090
	Iteration 24Q: 3 clusters Score -755321.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -755336.562500 Penalty: 2926.517090
	Iteration 25Q: 3 clusters Score -755336.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -755344.562500 Penalty: 2926.517090
	Iteration 26Q: 3 clusters Score -755344.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -755353.625000 Penalty: 2926.517090
	Iteration 27Q: 3 clusters Score -755353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -755356.812500 Penalty: 2926.517090
	Iteration 28Q: 3 clusters Score -755356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -755364.187500 Penalty: 2926.517090
	Iteration 29Q: 3 clusters Score -755364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -755364.875000 Penalty: 2926.517090
	Iteration 30Q: 3 clusters Score -755364.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -755369.437500 Penalty: 2926.517090
	Iteration 31Q: 3 clusters Score -755369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -755371.500000 Penalty: 2926.517090
	Iteration 32Q: 3 clusters Score -755371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -755373.750000 Penalty: 2926.517090
	Iteration 33Q: 3 clusters Score -755373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -755373.750000 Penalty: 2926.517090
	Iteration 34F: 3 clusters Score -755373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -65283.574219 Penalty: 1079.192017
	Iteration 0F: 2 clusters Score -65283.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64047.570312 Penalty: 2158.384033
	Iteration 0F: 3 clusters Score -64047.57 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64328.753906 Penalty: 2158.384033
	Iteration 1F: 3 clusters Score -64328.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64423.449219 Penalty: 2158.384033
	Iteration 2F: 3 clusters Score -64423.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64460.355469 Penalty: 2158.384033
	Iteration 3Q: 3 clusters Score -64460.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64502.523438 Penalty: 2158.384033
	Iteration 4Q: 3 clusters Score -64502.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64529.316406 Penalty: 2158.384033
	Iteration 5Q: 3 clusters Score -64529.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64543.304688 Penalty: 2158.384033
	Iteration 6Q: 3 clusters Score -64543.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64554.031250 Penalty: 2158.384033
	Iteration 7Q: 3 clusters Score -64554.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64566.210938 Penalty: 2158.384033
	Iteration 8Q: 3 clusters Score -64566.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64569.015625 Penalty: 2158.384033
	Iteration 9Q: 3 clusters Score -64569.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64571.132812 Penalty: 2158.384033
	Iteration 10Q: 3 clusters Score -64571.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64572.683594 Penalty: 2158.384033
	Iteration 11Q: 3 clusters Score -64572.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64577.937500 Penalty: 2158.384033
	Iteration 12Q: 3 clusters Score -64577.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64579.812500 Penalty: 2158.384033
	Iteration 13Q: 3 clusters Score -64579.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64582.531250 Penalty: 2158.384033
	Iteration 14Q: 3 clusters Score -64582.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64583.324219 Penalty: 2158.384033
	Iteration 15Q: 3 clusters Score -64583.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64583.324219 Penalty: 2158.384033
	Iteration 16F: 3 clusters Score -64583.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Entering Unmasked Estep 
Score: -1445654.375000 Penalty: 1563.055176
	Iteration 0F: 2 clusters Score -1445654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1435216.375000 Penalty: 3126.110352
	Iteration 0F: 3 clusters Score -1435216 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1438766.625000 Penalty: 3126.110352
	Iteration 1F: 3 clusters Score -1438767 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1439020.625000 Penalty: 3126.110352
	Iteration 2F: 3 clusters Score -1439021 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1439241.500000 Penalty: 3126.110352
	Iteration 3Q: 3 clusters Score -1439242 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1439435.375000 Penalty: 3126.110352
	Iteration 4Q: 3 clusters Score -1439435 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1439654.875000 Penalty: 3126.110352
	Iteration 5Q: 3 clusters Score -1439655 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1439964.000000 Penalty: 3126.110352
	Iteration 6Q: 3 clusters Score -1439964 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1440439.875000 Penalty: 3126.110352
	Iteration 7F: 3 clusters Score -1440440 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1441118.750000 Penalty: 3126.110352
	Iteration 8F: 3 clusters Score -1441119 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1442005.250000 Penalty: 3126.110352
	Iteration 9F: 3 clusters Score -1442005 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1442854.875000 Penalty: 3126.110352
	Iteration 10F: 3 clusters Score -1442855 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1443506.625000 Penalty: 3126.110352
	Iteration 11Q: 3 clusters Score -1443507 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1443890.375000 Penalty: 3126.110352
	Iteration 12Q: 3 clusters Score -1443890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1444060.250000 Penalty: 3126.110352
	Iteration 13Q: 3 clusters Score -1444060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1444168.125000 Penalty: 3126.110352
	Iteration 14Q: 3 clusters Score -1444168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1444233.250000 Penalty: 3126.110352
	Iteration 15Q: 3 clusters Score -1444233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1444273.375000 Penalty: 3126.110352
	Iteration 16Q: 3 clusters Score -1444273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1444292.250000 Penalty: 3126.110352
	Iteration 17Q: 3 clusters Score -1444292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1444313.375000 Penalty: 3126.110352
	Iteration 18Q: 3 clusters Score -1444313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1444324.500000 Penalty: 3126.110352
	Iteration 19Q: 3 clusters Score -1444324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1444338.250000 Penalty: 3126.110352
	Iteration 20F: 3 clusters Score -1444338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1444344.375000 Penalty: 3126.110352
	Iteration 21Q: 3 clusters Score -1444344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1444350.375000 Penalty: 3126.110352
	Iteration 22Q: 3 clusters Score -1444350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1444354.500000 Penalty: 3126.110352
	Iteration 23Q: 3 clusters Score -1444354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1444356.250000 Penalty: 3126.110352
	Iteration 24Q: 3 clusters Score -1444356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1444358.875000 Penalty: 3126.110352
	Iteration 25Q: 3 clusters Score -1444359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1444361.750000 Penalty: 3126.110352
	Iteration 26Q: 3 clusters Score -1444362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1444366.500000 Penalty: 3126.110352
	Iteration 27Q: 3 clusters Score -1444366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1444369.500000 Penalty: 3126.110352
	Iteration 28Q: 3 clusters Score -1444370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1444372.000000 Penalty: 3126.110352
	Iteration 29Q: 3 clusters Score -1444372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1444376.250000 Penalty: 3126.110352
	Iteration 30Q: 3 clusters Score -1444376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1444376.750000 Penalty: 3126.110352
	Iteration 31Q: 3 clusters Score -1444377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1444377.250000 Penalty: 3126.110352
	Iteration 32Q: 3 clusters Score -1444377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1444377.125000 Penalty: 3126.110352
	Iteration 33Q: 3 clusters Score -1444377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1444377.250000 Penalty: 3126.110352
	Iteration 34Q: 3 clusters Score -1444377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1444377.750000 Penalty: 3126.110352
	Iteration 35Q: 3 clusters Score -1444378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1444377.875000 Penalty: 3126.110352
	Iteration 36Q: 3 clusters Score -1444378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1444380.000000 Penalty: 3126.110352
	Iteration 37Q: 3 clusters Score -1444380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1444379.250000 Penalty: 3126.110352
	Iteration 38Q: 3 clusters Score -1444379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1444379.250000 Penalty: 3126.110352
	Iteration 39F: 3 clusters Score -1444379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Entering Unmasked Estep 
Score: -3738897.000000 Penalty: 1714.657959
	Iteration 0F: 2 clusters Score -3738897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3717515.000000 Penalty: 3429.315918
	Iteration 0F: 3 clusters Score -3717515 nChanged 17714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3727418.750000 Penalty: 3429.315918
	Iteration 1F: 3 clusters Score -3727419 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3727945.000000 Penalty: 3429.315918
	Iteration 2Q: 3 clusters Score -3727945 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3728593.500000 Penalty: 3429.315918
	Iteration 3Q: 3 clusters Score -3728594 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3729468.250000 Penalty: 3429.315918
	Iteration 4F: 3 clusters Score -3729468 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3730727.000000 Penalty: 3429.315918
	Iteration 5F: 3 clusters Score -3730727 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3732343.000000 Penalty: 3429.315918
	Iteration 6F: 3 clusters Score -3732343 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3734268.500000 Penalty: 3429.315918
	Iteration 7F: 3 clusters Score -3734268 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3736144.750000 Penalty: 3429.315918
	Iteration 8F: 3 clusters Score -3736145 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3737825.250000 Penalty: 3429.315918
	Iteration 9F: 3 clusters Score -3737825 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3738955.000000 Penalty: 3429.315918
	Iteration 10Q: 3 clusters Score -3738955 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3739614.000000 Penalty: 3429.315918
	Iteration 11Q: 3 clusters Score -3739614 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3740025.750000 Penalty: 3429.315918
	Iteration 12Q: 3 clusters Score -3740026 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3740104.250000 Penalty: 3429.315918
	Iteration 13Q: 3 clusters Score -3740104 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3740060.000000 Penalty: 3429.315918
	Iteration 14Q: 3 clusters Score -3740060 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3739972.750000 Penalty: 3429.315918
	Iteration 15Q: 3 clusters Score -3739973 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3739832.000000 Penalty: 3429.315918
	Iteration 16Q: 3 clusters Score -3739832 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3739698.250000 Penalty: 3429.315918
	Iteration 17Q: 3 clusters Score -3739698 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3739534.250000 Penalty: 3429.315918
	Iteration 18Q: 3 clusters Score -3739534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3739427.500000 Penalty: 3429.315918
	Iteration 19Q: 3 clusters Score -3739428 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3739288.500000 Penalty: 3429.315918
	Iteration 20F: 3 clusters Score -3739288 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3739170.500000 Penalty: 3429.315918
	Iteration 21Q: 3 clusters Score -3739170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3739047.000000 Penalty: 3429.315918
	Iteration 22Q: 3 clusters Score -3739047 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3738972.250000 Penalty: 3429.315918
	Iteration 23Q: 3 clusters Score -3738972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3738908.000000 Penalty: 3429.315918
	Iteration 24Q: 3 clusters Score -3738908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3738852.250000 Penalty: 3429.315918
	Iteration 25Q: 3 clusters Score -3738852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3738799.500000 Penalty: 3429.315918
	Iteration 26Q: 3 clusters Score -3738800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3738746.000000 Penalty: 3429.315918
	Iteration 27Q: 3 clusters Score -3738746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3738721.500000 Penalty: 3429.315918
	Iteration 28Q: 3 clusters Score -3738722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3738660.250000 Penalty: 3429.315918
	Iteration 29Q: 3 clusters Score -3738660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3738599.250000 Penalty: 3429.315918
	Iteration 30Q: 3 clusters Score -3738599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3738577.250000 Penalty: 3429.315918
	Iteration 31Q: 3 clusters Score -3738577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3738565.500000 Penalty: 3429.315918
	Iteration 32Q: 3 clusters Score -3738566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3738557.750000 Penalty: 3429.315918
	Iteration 33Q: 3 clusters Score -3738558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3738547.750000 Penalty: 3429.315918
	Iteration 34Q: 3 clusters Score -3738548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3738540.250000 Penalty: 3429.315918
	Iteration 35Q: 3 clusters Score -3738540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3738518.750000 Penalty: 3429.315918
	Iteration 36Q: 3 clusters Score -3738519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3738509.750000 Penalty: 3429.315918
	Iteration 37Q: 3 clusters Score -3738510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3738500.750000 Penalty: 3429.315918
	Iteration 38Q: 3 clusters Score -3738501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3738499.250000 Penalty: 3429.315918
	Iteration 39Q: 3 clusters Score -3738499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3738494.000000 Penalty: 3429.315918
	Iteration 40F: 3 clusters Score -3738494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3738489.250000 Penalty: 3429.315918
	Iteration 41Q: 3 clusters Score -3738489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3738478.750000 Penalty: 3429.315918
	Iteration 42Q: 3 clusters Score -3738479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3738473.500000 Penalty: 3429.315918
	Iteration 43Q: 3 clusters Score -3738474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3738459.000000 Penalty: 3429.315918
	Iteration 44Q: 3 clusters Score -3738459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3738458.750000 Penalty: 3429.315918
	Iteration 45Q: 3 clusters Score -3738459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3738437.750000 Penalty: 3429.315918
	Iteration 46Q: 3 clusters Score -3738438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3738433.000000 Penalty: 3429.315918
	Iteration 47Q: 3 clusters Score -3738433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3738421.250000 Penalty: 3429.315918
	Iteration 48Q: 3 clusters Score -3738421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3738424.500000 Penalty: 3429.315918
	Iteration 49Q: 3 clusters Score -3738424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3738421.750000 Penalty: 3429.315918
	Iteration 50Q: 3 clusters Score -3738422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3738421.750000 Penalty: 3429.315918
	Iteration 51F: 3 clusters Score -3738422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -143035.578125 Penalty: 1219.463623
	Iteration 0F: 2 clusters Score -143035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -141065.671875 Penalty: 2438.927246
	Iteration 0F: 3 clusters Score -141065.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -141603.656250 Penalty: 2438.927246
	Iteration 1F: 3 clusters Score -141603.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -141809.984375 Penalty: 2438.927246
	Iteration 2F: 3 clusters Score -141810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -141998.921875 Penalty: 2438.927246
	Iteration 3F: 3 clusters Score -141998.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -142205.203125 Penalty: 2438.927246
	Iteration 4F: 3 clusters Score -142205.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -142387.375000 Penalty: 2438.927246
	Iteration 5F: 3 clusters Score -142387.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -142569.921875 Penalty: 2438.927246
	Iteration 6F: 3 clusters Score -142569.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -142710.578125 Penalty: 2438.927246
	Iteration 7Q: 3 clusters Score -142710.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -142818.468750 Penalty: 2438.927246
	Iteration 8Q: 3 clusters Score -142818.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142885.468750 Penalty: 2438.927246
	Iteration 9Q: 3 clusters Score -142885.5 nChanged 32
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: -142921.578125 Penalty: 2438.927246
	Iteration 10Q: 3 clusters Score -142921.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -142963.875000 Penalty: 2438.927246
	Iteration 11Q: 3 clusters Score -142963.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -143000.046875 Penalty: 2438.927246
	Iteration 12Q: 3 clusters Score -143000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -143039.843750 Penalty: 2438.927246
	Iteration 13Q: 3 clusters Score -143039.8 nChanged 25
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: -143079.343750 Penalty: 2438.927246
	Iteration 14Q: 3 clusters Score -143079.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -143113.937500 Penalty: 2438.927246
	Iteration 15Q: 3 clusters Score -143113.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -143142.593750 Penalty: 2438.927246
	Iteration 16Q: 3 clusters Score -143142.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -143164.046875 Penalty: 2438.927246
	Iteration 17Q: 3 clusters Score -143164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -143179.234375 Penalty: 2438.927246
	Iteration 18Q: 3 clusters Score -143179.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -143187.296875 Penalty: 2438.927246
	Iteration 19Q: 3 clusters Score -143187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -143190.953125 Penalty: 2438.927246
	Iteration 20F: 3 clusters Score -143191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -143191.718750 Penalty: 2438.927246
	Iteration 21Q: 3 clusters Score -143191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -143191.718750 Penalty: 2438.927246
	Iteration 22F: 3 clusters Score -143191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35193 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 29241 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 38244 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 36726 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41770 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 32961 members 
Mstep: Class 41 contains 3522 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 1783 members 
Mstep: Class 44 contains 4656 members 
Mstep: Class 45 contains 2672 members 
Mstep: Class 46 contains 942 members 
Entering Unmasked Estep 
Score: -49776036.000000 Penalty: 98713.132812
Splitting cluster 30 changes total score from -49776564.000000 to -49776036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (36726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Entering Unmasked Estep 
Score: -3519421.250000 Penalty: 1708.076538
	Iteration 0F: 2 clusters Score -3519421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3494911.750000 Penalty: 3416.153076
	Iteration 0F: 3 clusters Score -3494912 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3504447.500000 Penalty: 3416.153076
	Iteration 1F: 3 clusters Score -3504448 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3505016.500000 Penalty: 3416.153076
	Iteration 2Q: 3 clusters Score -3505016 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3505680.750000 Penalty: 3416.153076
	Iteration 3Q: 3 clusters Score -3505681 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3506539.500000 Penalty: 3416.153076
	Iteration 4F: 3 clusters Score -3506540 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3507756.250000 Penalty: 3416.153076
	Iteration 5F: 3 clusters Score -3507756 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3509332.000000 Penalty: 3416.153076
	Iteration 6F: 3 clusters Score -3509332 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3511098.000000 Penalty: 3416.153076
	Iteration 7F: 3 clusters Score -3511098 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3512678.500000 Penalty: 3416.153076
	Iteration 8F: 3 clusters Score -3512678 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3513925.750000 Penalty: 3416.153076
	Iteration 9Q: 3 clusters Score -3513926 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3514842.750000 Penalty: 3416.153076
	Iteration 10Q: 3 clusters Score -3514843 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3515542.000000 Penalty: 3416.153076
	Iteration 11Q: 3 clusters Score -3515542 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3516048.750000 Penalty: 3416.153076
	Iteration 12Q: 3 clusters Score -3516049 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3516683.250000 Penalty: 3416.153076
	Iteration 13Q: 3 clusters Score -3516683 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3517187.000000 Penalty: 3416.153076
	Iteration 14Q: 3 clusters Score -3517187 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3517519.750000 Penalty: 3416.153076
	Iteration 15Q: 3 clusters Score -3517520 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3517746.500000 Penalty: 3416.153076
	Iteration 16Q: 3 clusters Score -3517746 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3517883.250000 Penalty: 3416.153076
	Iteration 17Q: 3 clusters Score -3517883 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3517981.250000 Penalty: 3416.153076
	Iteration 18Q: 3 clusters Score -3517981 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3518035.000000 Penalty: 3416.153076
	Iteration 19Q: 3 clusters Score -3518035 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3518080.750000 Penalty: 3416.153076
	Iteration 20F: 3 clusters Score -3518081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3518103.000000 Penalty: 3416.153076
	Iteration 21Q: 3 clusters Score -3518103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3518119.500000 Penalty: 3416.153076
	Iteration 22Q: 3 clusters Score -3518120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3518130.250000 Penalty: 3416.153076
	Iteration 23Q: 3 clusters Score -3518130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3518143.000000 Penalty: 3416.153076
	Iteration 24Q: 3 clusters Score -3518143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3518148.500000 Penalty: 3416.153076
	Iteration 25Q: 3 clusters Score -3518148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3518157.000000 Penalty: 3416.153076
	Iteration 26Q: 3 clusters Score -3518157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3518158.000000 Penalty: 3416.153076
	Iteration 27Q: 3 clusters Score -3518158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3518161.000000 Penalty: 3416.153076
	Iteration 28Q: 3 clusters Score -3518161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3518163.000000 Penalty: 3416.153076
	Iteration 29Q: 3 clusters Score -3518163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3518163.750000 Penalty: 3416.153076
	Iteration 30Q: 3 clusters Score -3518164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3518160.750000 Penalty: 3416.153076
	Iteration 31Q: 3 clusters Score -3518161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3518162.250000 Penalty: 3416.153076
	Iteration 32Q: 3 clusters Score -3518162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3518164.000000 Penalty: 3416.153076
	Iteration 33Q: 3 clusters Score -3518164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3518164.000000 Penalty: 3416.153076
	Iteration 34Q: 3 clusters Score -3518164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3518162.500000 Penalty: 3416.153076
	Iteration 35Q: 3 clusters Score -3518162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3518164.000000 Penalty: 3416.153076
	Iteration 36Q: 3 clusters Score -3518164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3518163.250000 Penalty: 3416.153076
	Iteration 37Q: 3 clusters Score -3518163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3518168.250000 Penalty: 3416.153076
	Iteration 38Q: 3 clusters Score -3518168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3518171.250000 Penalty: 3416.153076
	Iteration 39Q: 3 clusters Score -3518171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3518171.500000 Penalty: 3416.153076
	Iteration 40F: 3 clusters Score -3518172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -207959.062500 Penalty: 1255.366089
	Iteration 0F: 2 clusters Score -207959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -205682.156250 Penalty: 2510.732178
	Iteration 0F: 3 clusters Score -205682.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -206189.062500 Penalty: 2510.732178
	Iteration 1F: 3 clusters Score -206189.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -206347.312500 Penalty: 2510.732178
	Iteration 2F: 3 clusters Score -206347.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -206470.187500 Penalty: 2510.732178
	Iteration 3F: 3 clusters Score -206470.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -206577.968750 Penalty: 2510.732178
	Iteration 4Q: 3 clusters Score -206578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -206651.906250 Penalty: 2510.732178
	Iteration 5Q: 3 clusters Score -206651.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -206732.328125 Penalty: 2510.732178
	Iteration 6Q: 3 clusters Score -206732.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -206800.984375 Penalty: 2510.732178
	Iteration 7Q: 3 clusters Score -206801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -206858.062500 Penalty: 2510.732178
	Iteration 8Q: 3 clusters Score -206858.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206899.500000 Penalty: 2510.732178
	Iteration 9Q: 3 clusters Score -206899.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206932.062500 Penalty: 2510.732178
	Iteration 10Q: 3 clusters Score -206932.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -206954.750000 Penalty: 2510.732178
	Iteration 11Q: 3 clusters Score -206954.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -206969.234375 Penalty: 2510.732178
	Iteration 12Q: 3 clusters Score -206969.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -206980.203125 Penalty: 2510.732178
	Iteration 13Q: 3 clusters Score -206980.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206992.828125 Penalty: 2510.732178
	Iteration 14Q: 3 clusters Score -206992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -206998.953125 Penalty: 2510.732178
	Iteration 15Q: 3 clusters Score -206999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -207001.140625 Penalty: 2510.732178
	Iteration 16Q: 3 clusters Score -207001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -207003.562500 Penalty: 2510.732178
	Iteration 17Q: 3 clusters Score -207003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207005.031250 Penalty: 2510.732178
	Iteration 18Q: 3 clusters Score -207005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -207007.406250 Penalty: 2510.732178
	Iteration 19Q: 3 clusters Score -207007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -207011.062500 Penalty: 2510.732178
	Iteration 20F: 3 clusters Score -207011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207012.796875 Penalty: 2510.732178
	Iteration 21Q: 3 clusters Score -207012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -207014.500000 Penalty: 2510.732178
	Iteration 22Q: 3 clusters Score -207014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -207017.265625 Penalty: 2510.732178
	Iteration 23Q: 3 clusters Score -207017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -207023.046875 Penalty: 2510.732178
	Iteration 24Q: 3 clusters Score -207023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -207030.859375 Penalty: 2510.732178
	Iteration 25Q: 3 clusters Score -207030.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -207037.765625 Penalty: 2510.732178
	Iteration 26Q: 3 clusters Score -207037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -207042.859375 Penalty: 2510.732178
	Iteration 27Q: 3 clusters Score -207042.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -207048.703125 Penalty: 2510.732178
	Iteration 28Q: 3 clusters Score -207048.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -207052.828125 Penalty: 2510.732178
	Iteration 29Q: 3 clusters Score -207052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -207057.796875 Penalty: 2510.732178
	Iteration 30Q: 3 clusters Score -207057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -207061.312500 Penalty: 2510.732178
	Iteration 31Q: 3 clusters Score -207061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -207066.765625 Penalty: 2510.732178
	Iteration 32Q: 3 clusters Score -207066.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -207075.265625 Penalty: 2510.732178
	Iteration 33Q: 3 clusters Score -207075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -207078.625000 Penalty: 2510.732178
	Iteration 34Q: 3 clusters Score -207078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -207081.343750 Penalty: 2510.732178
	Iteration 35Q: 3 clusters Score -207081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -207084.265625 Penalty: 2510.732178
	Iteration 36Q: 3 clusters Score -207084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -207088.546875 Penalty: 2510.732178
	Iteration 37Q: 3 clusters Score -207088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207092.687500 Penalty: 2510.732178
	Iteration 38Q: 3 clusters Score -207092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -207094.765625 Penalty: 2510.732178
	Iteration 39Q: 3 clusters Score -207094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -207096.562500 Penalty: 2510.732178
	Iteration 40F: 3 clusters Score -207096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207098.031250 Penalty: 2510.732178
	Iteration 41Q: 3 clusters Score -207098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -207098.609375 Penalty: 2510.732178
	Iteration 42Q: 3 clusters Score -207098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -207098.609375 Penalty: 2510.732178
	Iteration 43F: 3 clusters Score -207098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (39100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Entering Unmasked Estep 
Score: -3729526.000000 Penalty: 1718.255127
	Iteration 0F: 2 clusters Score -3729526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3705309.750000 Penalty: 3436.510254
	Iteration 0F: 3 clusters Score -3705310 nChanged 18259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3715464.500000 Penalty: 3436.510254
	Iteration 1F: 3 clusters Score -3715464 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3715818.000000 Penalty: 3436.510254
	Iteration 2Q: 3 clusters Score -3715818 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3716090.500000 Penalty: 3436.510254
	Iteration 3Q: 3 clusters Score -3716090 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3716445.000000 Penalty: 3436.510254
	Iteration 4Q: 3 clusters Score -3716445 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3716866.750000 Penalty: 3436.510254
	Iteration 5Q: 3 clusters Score -3716867 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3717496.750000 Penalty: 3436.510254
	Iteration 6Q: 3 clusters Score -3717497 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3718524.250000 Penalty: 3436.510254
	Iteration 7F: 3 clusters Score -3718524 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3720302.250000 Penalty: 3436.510254
	Iteration 8F: 3 clusters Score -3720302 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -3722925.250000 Penalty: 3436.510254
	Iteration 9F: 3 clusters Score -3722925 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3725791.750000 Penalty: 3436.510254
	Iteration 10F: 3 clusters Score -3725792 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -3727257.000000 Penalty: 3436.510254
	Iteration 11F: 3 clusters Score -3727257 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -3727711.500000 Penalty: 3436.510254
	Iteration 12Q: 3 clusters Score -3727712 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -3727909.750000 Penalty: 3436.510254
	Iteration 13Q: 3 clusters Score -3727910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -3727981.250000 Penalty: 3436.510254
	Iteration 14Q: 3 clusters Score -3727981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -3728015.250000 Penalty: 3436.510254
	Iteration 15Q: 3 clusters Score -3728015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -3728032.500000 Penalty: 3436.510254
	Iteration 16Q: 3 clusters Score -3728032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3728043.500000 Penalty: 3436.510254
	Iteration 17Q: 3 clusters Score -3728044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -3728048.250000 Penalty: 3436.510254
	Iteration 18Q: 3 clusters Score -3728048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3728056.500000 Penalty: 3436.510254
	Iteration 19Q: 3 clusters Score -3728056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -3728056.250000 Penalty: 3436.510254
	Iteration 20F: 3 clusters Score -3728056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -3728055.000000 Penalty: 3436.510254
	Iteration 21Q: 3 clusters Score -3728055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -3728058.250000 Penalty: 3436.510254
	Iteration 22Q: 3 clusters Score -3728058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -3728058.500000 Penalty: 3436.510254
	Iteration 23Q: 3 clusters Score -3728058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -3728064.500000 Penalty: 3436.510254
	Iteration 24Q: 3 clusters Score -3728064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -3728064.500000 Penalty: 3436.510254
	Iteration 25F: 3 clusters Score -3728064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -587360.562500 Penalty: 1425.498901
	Iteration 0F: 2 clusters Score -587360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -582437.750000 Penalty: 2850.997803
	Iteration 0F: 3 clusters Score -582437.8 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -584016.437500 Penalty: 2850.997803
	Iteration 1F: 3 clusters Score -584016.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -584322.062500 Penalty: 2850.997803
	Iteration 2F: 3 clusters Score -584322.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -584569.875000 Penalty: 2850.997803
	Iteration 3F: 3 clusters Score -584569.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -584808.625000 Penalty: 2850.997803
	Iteration 4F: 3 clusters Score -584808.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -585115.812500 Penalty: 2850.997803
	Iteration 5F: 3 clusters Score -585115.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -585554.000000 Penalty: 2850.997803
	Iteration 6F: 3 clusters Score -585554 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -585927.937500 Penalty: 2850.997803
	Iteration 7F: 3 clusters Score -585927.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -586201.625000 Penalty: 2850.997803
	Iteration 8Q: 3 clusters Score -586201.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -586436.937500 Penalty: 2850.997803
	Iteration 9Q: 3 clusters Score -586436.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -586622.250000 Penalty: 2850.997803
	Iteration 10Q: 3 clusters Score -586622.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -586739.750000 Penalty: 2850.997803
	Iteration 11Q: 3 clusters Score -586739.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -586840.750000 Penalty: 2850.997803
	Iteration 12Q: 3 clusters Score -586840.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -586913.750000 Penalty: 2850.997803
	Iteration 13Q: 3 clusters Score -586913.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -586960.812500 Penalty: 2850.997803
	Iteration 14Q: 3 clusters Score -586960.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -587009.687500 Penalty: 2850.997803
	Iteration 15Q: 3 clusters Score -587009.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -587054.750000 Penalty: 2850.997803
	Iteration 16Q: 3 clusters Score -587054.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -587098.062500 Penalty: 2850.997803
	Iteration 17Q: 3 clusters Score -587098.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -587136.125000 Penalty: 2850.997803
	Iteration 18Q: 3 clusters Score -587136.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -587174.437500 Penalty: 2850.997803
	Iteration 19Q: 3 clusters Score -587174.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -587198.187500 Penalty: 2850.997803
	Iteration 20F: 3 clusters Score -587198.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -587215.500000 Penalty: 2850.997803
	Iteration 21Q: 3 clusters Score -587215.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -587233.750000 Penalty: 2850.997803
	Iteration 22Q: 3 clusters Score -587233.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -587244.625000 Penalty: 2850.997803
	Iteration 23Q: 3 clusters Score -587244.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -587252.562500 Penalty: 2850.997803
	Iteration 24Q: 3 clusters Score -587252.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -587258.625000 Penalty: 2850.997803
	Iteration 25Q: 3 clusters Score -587258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -587260.375000 Penalty: 2850.997803
	Iteration 26Q: 3 clusters Score -587260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -587262.250000 Penalty: 2850.997803
	Iteration 27Q: 3 clusters Score -587262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -587263.000000 Penalty: 2850.997803
	Iteration 28Q: 3 clusters Score -587263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -587262.312500 Penalty: 2850.997803
	Iteration 29Q: 3 clusters Score -587262.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -587262.562500 Penalty: 2850.997803
	Iteration 30Q: 3 clusters Score -587262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -587262.187500 Penalty: 2850.997803
	Iteration 31Q: 3 clusters Score -587262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -587262.187500 Penalty: 2850.997803
	Iteration 32F: 3 clusters Score -587262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Entering Unmasked Estep 
Score: -4009399.000000 Penalty: 1728.989258
	Iteration 0F: 2 clusters Score -4009399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3984986.250000 Penalty: 3457.978516
	Iteration 0F: 3 clusters Score -3984986 nChanged 19523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3995685.250000 Penalty: 3457.978516
	Iteration 1F: 3 clusters Score -3995685 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3996036.250000 Penalty: 3457.978516
	Iteration 2Q: 3 clusters Score -3996036 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3996392.500000 Penalty: 3457.978516
	Iteration 3Q: 3 clusters Score -3996392 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3996727.500000 Penalty: 3457.978516
	Iteration 4Q: 3 clusters Score -3996728 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3997142.750000 Penalty: 3457.978516
	Iteration 5Q: 3 clusters Score -3997143 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3997690.500000 Penalty: 3457.978516
	Iteration 6Q: 3 clusters Score -3997690 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3998488.750000 Penalty: 3457.978516
	Iteration 7Q: 3 clusters Score -3998489 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3999708.000000 Penalty: 3457.978516
	Iteration 8Q: 3 clusters Score -3999708 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4001281.000000 Penalty: 3457.978516
	Iteration 9F: 3 clusters Score -4001281 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4002837.250000 Penalty: 3457.978516
	Iteration 10F: 3 clusters Score -4002837 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4003709.500000 Penalty: 3457.978516
	Iteration 11Q: 3 clusters Score -4003710 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4004046.250000 Penalty: 3457.978516
	Iteration 12Q: 3 clusters Score -4004046 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4004160.000000 Penalty: 3457.978516
	Iteration 13Q: 3 clusters Score -4004160 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4004243.750000 Penalty: 3457.978516
	Iteration 14Q: 3 clusters Score -4004244 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4004273.250000 Penalty: 3457.978516
	Iteration 15Q: 3 clusters Score -4004273 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4004325.000000 Penalty: 3457.978516
	Iteration 16Q: 3 clusters Score -4004325 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4004365.500000 Penalty: 3457.978516
	Iteration 17Q: 3 clusters Score -4004366 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4004432.250000 Penalty: 3457.978516
	Iteration 18Q: 3 clusters Score -4004432 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4004500.500000 Penalty: 3457.978516
	Iteration 19Q: 3 clusters Score -4004500 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4004518.500000 Penalty: 3457.978516
	Iteration 20F: 3 clusters Score -4004518 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4004591.500000 Penalty: 3457.978516
	Iteration 21Q: 3 clusters Score -4004592 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4004639.500000 Penalty: 3457.978516
	Iteration 22Q: 3 clusters Score -4004640 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4004699.500000 Penalty: 3457.978516
	Iteration 23Q: 3 clusters Score -4004700 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4004776.500000 Penalty: 3457.978516
	Iteration 24Q: 3 clusters Score -4004776 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4004834.250000 Penalty: 3457.978516
	Iteration 25Q: 3 clusters Score -4004834 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4004914.500000 Penalty: 3457.978516
	Iteration 26Q: 3 clusters Score -4004914 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4004988.250000 Penalty: 3457.978516
	Iteration 27Q: 3 clusters Score -4004988 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4005060.250000 Penalty: 3457.978516
	Iteration 28Q: 3 clusters Score -4005060 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4005137.750000 Penalty: 3457.978516
	Iteration 29Q: 3 clusters Score -4005138 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -4005208.000000 Penalty: 3457.978516
	Iteration 30Q: 3 clusters Score -4005208 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4005306.500000 Penalty: 3457.978516
	Iteration 31Q: 3 clusters Score -4005306 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -4005397.750000 Penalty: 3457.978516
	Iteration 32Q: 3 clusters Score -4005398 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -4005514.500000 Penalty: 3457.978516
	Iteration 33Q: 3 clusters Score -4005514 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4005614.750000 Penalty: 3457.978516
	Iteration 34Q: 3 clusters Score -4005615 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4005746.250000 Penalty: 3457.978516
	Iteration 35Q: 3 clusters Score -4005746 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4005878.500000 Penalty: 3457.978516
	Iteration 36Q: 3 clusters Score -4005878 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4006050.500000 Penalty: 3457.978516
	Iteration 37Q: 3 clusters Score -4006050 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -4006185.750000 Penalty: 3457.978516
	Iteration 38Q: 3 clusters Score -4006186 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4006320.000000 Penalty: 3457.978516
	Iteration 39Q: 3 clusters Score -4006320 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4006442.250000 Penalty: 3457.978516
	Iteration 40F: 3 clusters Score -4006442 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -4006591.750000 Penalty: 3457.978516
	Iteration 41Q: 3 clusters Score -4006592 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4006672.000000 Penalty: 3457.978516
	Iteration 42Q: 3 clusters Score -4006672 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -4006707.250000 Penalty: 3457.978516
	Iteration 43Q: 3 clusters Score -4006707 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -4006701.750000 Penalty: 3457.978516
	Iteration 44Q: 3 clusters Score -4006702 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -4006710.750000 Penalty: 3457.978516
	Iteration 45Q: 3 clusters Score -4006711 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4006742.250000 Penalty: 3457.978516
	Iteration 46Q: 3 clusters Score -4006742 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -4006766.500000 Penalty: 3457.978516
	Iteration 47Q: 3 clusters Score -4006766 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4006767.000000 Penalty: 3457.978516
	Iteration 48Q: 3 clusters Score -4006767 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4006771.500000 Penalty: 3457.978516
	Iteration 49Q: 3 clusters Score -4006772 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4006789.250000 Penalty: 3457.978516
	Iteration 50Q: 3 clusters Score -4006789 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4006821.500000 Penalty: 3457.978516
	Iteration 51Q: 3 clusters Score -4006822 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4006816.250000 Penalty: 3457.978516
	Iteration 52Q: 3 clusters Score -4006816 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4006845.500000 Penalty: 3457.978516
	Iteration 53Q: 3 clusters Score -4006846 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4006863.000000 Penalty: 3457.978516
	Iteration 54Q: 3 clusters Score -4006863 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4006916.000000 Penalty: 3457.978516
	Iteration 55Q: 3 clusters Score -4006916 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4006969.000000 Penalty: 3457.978516
	Iteration 56Q: 3 clusters Score -4006969 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4007019.250000 Penalty: 3457.978516
	Iteration 57Q: 3 clusters Score -4007019 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4007050.000000 Penalty: 3457.978516
	Iteration 58Q: 3 clusters Score -4007050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4007124.750000 Penalty: 3457.978516
	Iteration 59Q: 3 clusters Score -4007125 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4007180.000000 Penalty: 3457.978516
	Iteration 60F: 3 clusters Score -4007180 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4007210.000000 Penalty: 3457.978516
	Iteration 61Q: 3 clusters Score -4007210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4007242.250000 Penalty: 3457.978516
	Iteration 62Q: 3 clusters Score -4007242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4007278.750000 Penalty: 3457.978516
	Iteration 63Q: 3 clusters Score -4007279 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4007318.000000 Penalty: 3457.978516
	Iteration 64Q: 3 clusters Score -4007318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4007332.250000 Penalty: 3457.978516
	Iteration 65Q: 3 clusters Score -4007332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4007371.250000 Penalty: 3457.978516
	Iteration 66Q: 3 clusters Score -4007371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4007438.750000 Penalty: 3457.978516
	Iteration 67Q: 3 clusters Score -4007439 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4007477.250000 Penalty: 3457.978516
	Iteration 68Q: 3 clusters Score -4007477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4007535.500000 Penalty: 3457.978516
	Iteration 69Q: 3 clusters Score -4007536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4007570.000000 Penalty: 3457.978516
	Iteration 70Q: 3 clusters Score -4007570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4007591.750000 Penalty: 3457.978516
	Iteration 71Q: 3 clusters Score -4007592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4007612.250000 Penalty: 3457.978516
	Iteration 72Q: 3 clusters Score -4007612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4007619.500000 Penalty: 3457.978516
	Iteration 73Q: 3 clusters Score -4007620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4007622.500000 Penalty: 3457.978516
	Iteration 74Q: 3 clusters Score -4007622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4007632.500000 Penalty: 3457.978516
	Iteration 75Q: 3 clusters Score -4007632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4007647.250000 Penalty: 3457.978516
	Iteration 76Q: 3 clusters Score -4007647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4007664.250000 Penalty: 3457.978516
	Iteration 77Q: 3 clusters Score -4007664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4007671.250000 Penalty: 3457.978516
	Iteration 78Q: 3 clusters Score -4007671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4007690.000000 Penalty: 3457.978516
	Iteration 79Q: 3 clusters Score -4007690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4007716.750000 Penalty: 3457.978516
	Iteration 80F: 3 clusters Score -4007717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4007728.750000 Penalty: 3457.978516
	Iteration 81Q: 3 clusters Score -4007729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4007733.000000 Penalty: 3457.978516
	Iteration 82Q: 3 clusters Score -4007733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4007748.250000 Penalty: 3457.978516
	Iteration 83Q: 3 clusters Score -4007748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4007753.750000 Penalty: 3457.978516
	Iteration 84Q: 3 clusters Score -4007754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4007763.750000 Penalty: 3457.978516
	Iteration 85Q: 3 clusters Score -4007764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4007763.000000 Penalty: 3457.978516
	Iteration 86Q: 3 clusters Score -4007763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4007770.500000 Penalty: 3457.978516
	Iteration 87Q: 3 clusters Score -4007770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4007771.750000 Penalty: 3457.978516
	Iteration 88Q: 3 clusters Score -4007772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4007771.750000 Penalty: 3457.978516
	Iteration 89F: 3 clusters Score -4007772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -132244.921875 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -132244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -130474.273438 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -130474.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -130851.828125 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -130851.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -131079.031250 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -131079 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -131337.296875 Penalty: 2374.186279
	Iteration 3F: 3 clusters Score -131337.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -131534.781250 Penalty: 2374.186279
	Iteration 4F: 3 clusters Score -131534.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -131707.359375 Penalty: 2374.186279
	Iteration 5F: 3 clusters Score -131707.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131862.140625 Penalty: 2374.186279
	Iteration 6F: 3 clusters Score -131862.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132009.781250 Penalty: 2374.186279
	Iteration 7F: 3 clusters Score -132009.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132078.875000 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -132078.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -132105.687500 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -132105.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132117.546875 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -132117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132121.062500 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -132121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132122.078125 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -132122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -132124.250000 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -132124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -132125.781250 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -132125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -132128.187500 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -132128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132131.343750 Penalty: 2374.186279
	Iteration 16Q: 3 clusters Score -132131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132133.531250 Penalty: 2374.186279
	Iteration 17Q: 3 clusters Score -132133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -132134.812500 Penalty: 2374.186279
	Iteration 18Q: 3 clusters Score -132134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132135.937500 Penalty: 2374.186279
	Iteration 19Q: 3 clusters Score -132135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132135.937500 Penalty: 2374.186279
	Iteration 20F: 3 clusters Score -132135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -87693.343750 Penalty: 1140.926147
	Iteration 0F: 2 clusters Score -87693.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86208.078125 Penalty: 2281.852295
	Iteration 0F: 3 clusters Score -86208.08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -86693.156250 Penalty: 2281.852295
	Iteration 1F: 3 clusters Score -86693.16 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86984.546875 Penalty: 2281.852295
	Iteration 2F: 3 clusters Score -86984.55 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87110.578125 Penalty: 2281.852295
	Iteration 3F: 3 clusters Score -87110.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87193.742188 Penalty: 2281.852295
	Iteration 4Q: 3 clusters Score -87193.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87297.726562 Penalty: 2281.852295
	Iteration 5Q: 3 clusters Score -87297.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87381.000000 Penalty: 2281.852295
	Iteration 6Q: 3 clusters Score -87381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87427.460938 Penalty: 2281.852295
	Iteration 7Q: 3 clusters Score -87427.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87445.460938 Penalty: 2281.852295
	Iteration 8Q: 3 clusters Score -87445.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87454.203125 Penalty: 2281.852295
	Iteration 9Q: 3 clusters Score -87454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87464.382812 Penalty: 2281.852295
	Iteration 10Q: 3 clusters Score -87464.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87469.843750 Penalty: 2281.852295
	Iteration 11Q: 3 clusters Score -87469.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87473.539062 Penalty: 2281.852295
	Iteration 12Q: 3 clusters Score -87473.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87476.679688 Penalty: 2281.852295
	Iteration 13Q: 3 clusters Score -87476.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87479.820312 Penalty: 2281.852295
	Iteration 14Q: 3 clusters Score -87479.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87481.757812 Penalty: 2281.852295
	Iteration 15Q: 3 clusters Score -87481.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87483.531250 Penalty: 2281.852295
	Iteration 16Q: 3 clusters Score -87483.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87484.453125 Penalty: 2281.852295
	Iteration 17Q: 3 clusters Score -87484.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87484.734375 Penalty: 2281.852295
	Iteration 18Q: 3 clusters Score -87484.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87484.734375 Penalty: 2281.852295
	Iteration 19F: 3 clusters Score -87484.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -495899.000000 Penalty: 1398.077637
	Iteration 0F: 2 clusters Score -495899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -491652.593750 Penalty: 2796.155273
	Iteration 0F: 3 clusters Score -491652.6 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -492954.656250 Penalty: 2796.155273
	Iteration 1F: 3 clusters Score -492954.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -493363.000000 Penalty: 2796.155273
	Iteration 2F: 3 clusters Score -493363 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -493696.250000 Penalty: 2796.155273
	Iteration 3F: 3 clusters Score -493696.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -493947.062500 Penalty: 2796.155273
	Iteration 4F: 3 clusters Score -493947.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -494144.968750 Penalty: 2796.155273
	Iteration 5F: 3 clusters Score -494145 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -494280.406250 Penalty: 2796.155273
	Iteration 6Q: 3 clusters Score -494280.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -494387.781250 Penalty: 2796.155273
	Iteration 7Q: 3 clusters Score -494387.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -494483.656250 Penalty: 2796.155273
	Iteration 8Q: 3 clusters Score -494483.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -494578.656250 Penalty: 2796.155273
	Iteration 9Q: 3 clusters Score -494578.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -494666.843750 Penalty: 2796.155273
	Iteration 10Q: 3 clusters Score -494666.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -494766.562500 Penalty: 2796.155273
	Iteration 11Q: 3 clusters Score -494766.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -494897.593750 Penalty: 2796.155273
	Iteration 12Q: 3 clusters Score -494897.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -495040.937500 Penalty: 2796.155273
	Iteration 13Q: 3 clusters Score -495040.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -495170.875000 Penalty: 2796.155273
	Iteration 14Q: 3 clusters Score -495170.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -495268.281250 Penalty: 2796.155273
	Iteration 15Q: 3 clusters Score -495268.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -495344.343750 Penalty: 2796.155273
	Iteration 16Q: 3 clusters Score -495344.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -495399.750000 Penalty: 2796.155273
	Iteration 17Q: 3 clusters Score -495399.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -495429.000000 Penalty: 2796.155273
	Iteration 18Q: 3 clusters Score -495429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -495445.125000 Penalty: 2796.155273
	Iteration 19Q: 3 clusters Score -495445.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -495457.000000 Penalty: 2796.155273
	Iteration 20F: 3 clusters Score -495457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -495465.968750 Penalty: 2796.155273
	Iteration 21Q: 3 clusters Score -495466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -495473.781250 Penalty: 2796.155273
	Iteration 22Q: 3 clusters Score -495473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -495478.062500 Penalty: 2796.155273
	Iteration 23Q: 3 clusters Score -495478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -495481.468750 Penalty: 2796.155273
	Iteration 24Q: 3 clusters Score -495481.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -495482.968750 Penalty: 2796.155273
	Iteration 25Q: 3 clusters Score -495483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -495483.968750 Penalty: 2796.155273
	Iteration 26Q: 3 clusters Score -495484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -495483.593750 Penalty: 2796.155273
	Iteration 27Q: 3 clusters Score -495483.6 nChanged 3
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: -495483.656250 Penalty: 2796.155273
	Iteration 28Q: 3 clusters Score -495483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -495485.562500 Penalty: 2796.155273
	Iteration 29Q: 3 clusters Score -495485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -495486.250000 Penalty: 2796.155273
	Iteration 30Q: 3 clusters Score -495486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -495486.250000 Penalty: 2796.155273
	Iteration 31F: 3 clusters Score -495486.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Entering Unmasked Estep 
Score: -819114.625000 Penalty: 1470.919678
	Iteration 0F: 2 clusters Score -819114.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -812921.937500 Penalty: 2941.839355
	Iteration 0F: 3 clusters Score -812921.9 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -814837.937500 Penalty: 2941.839355
	Iteration 1F: 3 clusters Score -814837.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -815140.437500 Penalty: 2941.839355
	Iteration 2F: 3 clusters Score -815140.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -815436.500000 Penalty: 2941.839355
	Iteration 3F: 3 clusters Score -815436.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -815779.187500 Penalty: 2941.839355
	Iteration 4F: 3 clusters Score -815779.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -816185.937500 Penalty: 2941.839355
	Iteration 5F: 3 clusters Score -816185.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -816636.312500 Penalty: 2941.839355
	Iteration 6F: 3 clusters Score -816636.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -817045.625000 Penalty: 2941.839355
	Iteration 7F: 3 clusters Score -817045.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -817343.625000 Penalty: 2941.839355
	Iteration 8Q: 3 clusters Score -817343.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -817573.500000 Penalty: 2941.839355
	Iteration 9Q: 3 clusters Score -817573.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -817764.562500 Penalty: 2941.839355
	Iteration 10Q: 3 clusters Score -817764.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -817907.312500 Penalty: 2941.839355
	Iteration 11Q: 3 clusters Score -817907.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -818005.750000 Penalty: 2941.839355
	Iteration 12Q: 3 clusters Score -818005.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -818079.562500 Penalty: 2941.839355
	Iteration 13Q: 3 clusters Score -818079.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -818124.250000 Penalty: 2941.839355
	Iteration 14Q: 3 clusters Score -818124.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -818156.562500 Penalty: 2941.839355
	Iteration 15Q: 3 clusters Score -818156.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -818175.125000 Penalty: 2941.839355
	Iteration 16Q: 3 clusters Score -818175.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -818186.375000 Penalty: 2941.839355
	Iteration 17Q: 3 clusters Score -818186.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -818192.062500 Penalty: 2941.839355
	Iteration 18Q: 3 clusters Score -818192.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -818194.875000 Penalty: 2941.839355
	Iteration 19Q: 3 clusters Score -818194.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -818202.750000 Penalty: 2941.839355
	Iteration 20F: 3 clusters Score -818202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -818208.125000 Penalty: 2941.839355
	Iteration 21Q: 3 clusters Score -818208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -818212.687500 Penalty: 2941.839355
	Iteration 22Q: 3 clusters Score -818212.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -818214.312500 Penalty: 2941.839355
	Iteration 23Q: 3 clusters Score -818214.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -818216.500000 Penalty: 2941.839355
	Iteration 24Q: 3 clusters Score -818216.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -818218.562500 Penalty: 2941.839355
	Iteration 25Q: 3 clusters Score -818218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -818218.000000 Penalty: 2941.839355
	Iteration 26Q: 3 clusters Score -818218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -818220.000000 Penalty: 2941.839355
	Iteration 27Q: 3 clusters Score -818220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -818220.000000 Penalty: 2941.839355
	Iteration 28F: 3 clusters Score -818220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (32961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Entering Unmasked Estep 
Score: -3204817.250000 Penalty: 1690.500488
	Iteration 0F: 2 clusters Score -3204817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3182668.750000 Penalty: 3381.000977
	Iteration 0F: 3 clusters Score -3182669 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3191317.500000 Penalty: 3381.000977
	Iteration 1F: 3 clusters Score -3191318 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3191713.500000 Penalty: 3381.000977
	Iteration 2Q: 3 clusters Score -3191714 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3192127.250000 Penalty: 3381.000977
	Iteration 3Q: 3 clusters Score -3192127 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3192561.750000 Penalty: 3381.000977
	Iteration 4Q: 3 clusters Score -3192562 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3193000.500000 Penalty: 3381.000977
	Iteration 5Q: 3 clusters Score -3193000 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3193490.750000 Penalty: 3381.000977
	Iteration 6Q: 3 clusters Score -3193491 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3194043.750000 Penalty: 3381.000977
	Iteration 7Q: 3 clusters Score -3194044 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3194830.750000 Penalty: 3381.000977
	Iteration 8Q: 3 clusters Score -3194831 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3195755.250000 Penalty: 3381.000977
	Iteration 9F: 3 clusters Score -3195755 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3196926.000000 Penalty: 3381.000977
	Iteration 10F: 3 clusters Score -3196926 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3198232.750000 Penalty: 3381.000977
	Iteration 11F: 3 clusters Score -3198233 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3199547.250000 Penalty: 3381.000977
	Iteration 12Q: 3 clusters Score -3199547 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3200533.250000 Penalty: 3381.000977
	Iteration 13Q: 3 clusters Score -3200533 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3201307.000000 Penalty: 3381.000977
	Iteration 14Q: 3 clusters Score -3201307 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -3201927.250000 Penalty: 3381.000977
	Iteration 15Q: 3 clusters Score -3201927 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3202330.500000 Penalty: 3381.000977
	Iteration 16Q: 3 clusters Score -3202330 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -3202586.250000 Penalty: 3381.000977
	Iteration 17Q: 3 clusters Score -3202586 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3202762.750000 Penalty: 3381.000977
	Iteration 18Q: 3 clusters Score -3202763 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3202907.750000 Penalty: 3381.000977
	Iteration 19Q: 3 clusters Score -3202908 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3203018.250000 Penalty: 3381.000977
	Iteration 20F: 3 clusters Score -3203018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -3203107.500000 Penalty: 3381.000977
	Iteration 21Q: 3 clusters Score -3203108 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -3203183.500000 Penalty: 3381.000977
	Iteration 22Q: 3 clusters Score -3203184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3203231.000000 Penalty: 3381.000977
	Iteration 23Q: 3 clusters Score -3203231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3203261.750000 Penalty: 3381.000977
	Iteration 24Q: 3 clusters Score -3203262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3203281.750000 Penalty: 3381.000977
	Iteration 25Q: 3 clusters Score -3203282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -3203292.250000 Penalty: 3381.000977
	Iteration 26Q: 3 clusters Score -3203292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -3203302.000000 Penalty: 3381.000977
	Iteration 27Q: 3 clusters Score -3203302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3203312.500000 Penalty: 3381.000977
	Iteration 28Q: 3 clusters Score -3203312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -3203319.750000 Penalty: 3381.000977
	Iteration 29Q: 3 clusters Score -3203320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -3203319.250000 Penalty: 3381.000977
	Iteration 30Q: 3 clusters Score -3203319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -3203330.000000 Penalty: 3381.000977
	Iteration 31Q: 3 clusters Score -3203330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -3203331.750000 Penalty: 3381.000977
	Iteration 32Q: 3 clusters Score -3203332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -3203339.000000 Penalty: 3381.000977
	Iteration 33Q: 3 clusters Score -3203339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -3203342.750000 Penalty: 3381.000977
	Iteration 34Q: 3 clusters Score -3203343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -3203343.750000 Penalty: 3381.000977
	Iteration 35Q: 3 clusters Score -3203344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -3203343.750000 Penalty: 3381.000977
	Iteration 36Q: 3 clusters Score -3203344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -3203352.500000 Penalty: 3381.000977
	Iteration 37Q: 3 clusters Score -3203352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3203354.750000 Penalty: 3381.000977
	Iteration 38Q: 3 clusters Score -3203355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -3203355.000000 Penalty: 3381.000977
	Iteration 39Q: 3 clusters Score -3203355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -3203355.000000 Penalty: 3381.000977
	Iteration 40F: 3 clusters Score -3203355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -314692.625000 Penalty: 1327.102417
	Iteration 0F: 2 clusters Score -314692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -311644.281250 Penalty: 2654.204834
	Iteration 0F: 3 clusters Score -311644.3 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -312410.687500 Penalty: 2654.204834
	Iteration 1F: 3 clusters Score -312410.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -312575.000000 Penalty: 2654.204834
	Iteration 2F: 3 clusters Score -312575 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -312693.187500 Penalty: 2654.204834
	Iteration 3F: 3 clusters Score -312693.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -312792.281250 Penalty: 2654.204834
	Iteration 4Q: 3 clusters Score -312792.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -312912.000000 Penalty: 2654.204834
	Iteration 5Q: 3 clusters Score -312912 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -313051.781250 Penalty: 2654.204834
	Iteration 6Q: 3 clusters Score -313051.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -313192.000000 Penalty: 2654.204834
	Iteration 7Q: 3 clusters Score -313192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -313332.406250 Penalty: 2654.204834
	Iteration 8Q: 3 clusters Score -313332.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -313450.437500 Penalty: 2654.204834
	Iteration 9Q: 3 clusters Score -313450.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -313554.437500 Penalty: 2654.204834
	Iteration 10Q: 3 clusters Score -313554.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -313637.468750 Penalty: 2654.204834
	Iteration 11Q: 3 clusters Score -313637.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -313701.062500 Penalty: 2654.204834
	Iteration 12Q: 3 clusters Score -313701.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -313752.093750 Penalty: 2654.204834
	Iteration 13Q: 3 clusters Score -313752.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -313783.718750 Penalty: 2654.204834
	Iteration 14Q: 3 clusters Score -313783.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -313802.968750 Penalty: 2654.204834
	Iteration 15Q: 3 clusters Score -313803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -313824.812500 Penalty: 2654.204834
	Iteration 16Q: 3 clusters Score -313824.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -313838.968750 Penalty: 2654.204834
	Iteration 17Q: 3 clusters Score -313839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -313849.937500 Penalty: 2654.204834
	Iteration 18Q: 3 clusters Score -313849.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -313857.312500 Penalty: 2654.204834
	Iteration 19Q: 3 clusters Score -313857.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -313861.437500 Penalty: 2654.204834
	Iteration 20F: 3 clusters Score -313861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -313865.187500 Penalty: 2654.204834
	Iteration 21Q: 3 clusters Score -313865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -313872.156250 Penalty: 2654.204834
	Iteration 22Q: 3 clusters Score -313872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -313876.375000 Penalty: 2654.204834
	Iteration 23Q: 3 clusters Score -313876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -313877.812500 Penalty: 2654.204834
	Iteration 24Q: 3 clusters Score -313877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -313879.468750 Penalty: 2654.204834
	Iteration 25Q: 3 clusters Score -313879.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -313883.625000 Penalty: 2654.204834
	Iteration 26Q: 3 clusters Score -313883.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -313893.062500 Penalty: 2654.204834
	Iteration 27Q: 3 clusters Score -313893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -313901.062500 Penalty: 2654.204834
	Iteration 28Q: 3 clusters Score -313901.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -313906.906250 Penalty: 2654.204834
	Iteration 29Q: 3 clusters Score -313906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -313916.500000 Penalty: 2654.204834
	Iteration 30Q: 3 clusters Score -313916.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -313925.937500 Penalty: 2654.204834
	Iteration 31Q: 3 clusters Score -313925.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -313942.906250 Penalty: 2654.204834
	Iteration 32Q: 3 clusters Score -313942.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -313960.500000 Penalty: 2654.204834
	Iteration 33Q: 3 clusters Score -313960.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -313981.625000 Penalty: 2654.204834
	Iteration 34Q: 3 clusters Score -313981.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -313997.250000 Penalty: 2654.204834
	Iteration 35Q: 3 clusters Score -313997.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -314018.812500 Penalty: 2654.204834
	Iteration 36Q: 3 clusters Score -314018.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -314042.406250 Penalty: 2654.204834
	Iteration 37Q: 3 clusters Score -314042.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -314055.250000 Penalty: 2654.204834
	Iteration 38Q: 3 clusters Score -314055.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -314065.968750 Penalty: 2654.204834
	Iteration 39Q: 3 clusters Score -314066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -314074.312500 Penalty: 2654.204834
	Iteration 40F: 3 clusters Score -314074.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -314084.125000 Penalty: 2654.204834
	Iteration 41Q: 3 clusters Score -314084.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -314096.156250 Penalty: 2654.204834
	Iteration 42Q: 3 clusters Score -314096.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -314105.500000 Penalty: 2654.204834
	Iteration 43Q: 3 clusters Score -314105.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -314110.625000 Penalty: 2654.204834
	Iteration 44Q: 3 clusters Score -314110.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -314118.375000 Penalty: 2654.204834
	Iteration 45Q: 3 clusters Score -314118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -314128.093750 Penalty: 2654.204834
	Iteration 46Q: 3 clusters Score -314128.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -314132.187500 Penalty: 2654.204834
	Iteration 47Q: 3 clusters Score -314132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -314134.656250 Penalty: 2654.204834
	Iteration 48Q: 3 clusters Score -314134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -314137.781250 Penalty: 2654.204834
	Iteration 49Q: 3 clusters Score -314137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -314140.500000 Penalty: 2654.204834
	Iteration 50Q: 3 clusters Score -314140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -314142.531250 Penalty: 2654.204834
	Iteration 51Q: 3 clusters Score -314142.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -314144.343750 Penalty: 2654.204834
	Iteration 52Q: 3 clusters Score -314144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -314146.687500 Penalty: 2654.204834
	Iteration 53Q: 3 clusters Score -314146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -314148.125000 Penalty: 2654.204834
	Iteration 54Q: 3 clusters Score -314148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -314148.500000 Penalty: 2654.204834
	Iteration 55Q: 3 clusters Score -314148.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -314148.500000 Penalty: 2654.204834
	Iteration 56F: 3 clusters Score -314148.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -75843.265625 Penalty: 1094.371094
	Iteration 0F: 2 clusters Score -75843.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74510.375000 Penalty: 2188.742188
	Iteration 0F: 3 clusters Score -74510.38 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74784.398438 Penalty: 2188.742188
	Iteration 1F: 3 clusters Score -74784.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74948.695312 Penalty: 2188.742188
	Iteration 2F: 3 clusters Score -74948.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75069.570312 Penalty: 2188.742188
	Iteration 3F: 3 clusters Score -75069.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75211.109375 Penalty: 2188.742188
	Iteration 4F: 3 clusters Score -75211.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75306.226562 Penalty: 2188.742188
	Iteration 5F: 3 clusters Score -75306.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75373.804688 Penalty: 2188.742188
	Iteration 6Q: 3 clusters Score -75373.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75419.953125 Penalty: 2188.742188
	Iteration 7Q: 3 clusters Score -75419.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75456.500000 Penalty: 2188.742188
	Iteration 8Q: 3 clusters Score -75456.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75481.242188 Penalty: 2188.742188
	Iteration 9Q: 3 clusters Score -75481.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75491.632812 Penalty: 2188.742188
	Iteration 10Q: 3 clusters Score -75491.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75501.140625 Penalty: 2188.742188
	Iteration 11Q: 3 clusters Score -75501.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75511.742188 Penalty: 2188.742188
	Iteration 12Q: 3 clusters Score -75511.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75519.804688 Penalty: 2188.742188
	Iteration 13Q: 3 clusters Score -75519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75523.796875 Penalty: 2188.742188
	Iteration 14Q: 3 clusters Score -75523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75527.937500 Penalty: 2188.742188
	Iteration 15Q: 3 clusters Score -75527.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75530.031250 Penalty: 2188.742188
	Iteration 16Q: 3 clusters Score -75530.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75530.031250 Penalty: 2188.742188
	Iteration 17F: 3 clusters Score -75530.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35193 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 29241 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 38244 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 36726 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 39100 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 41770 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 32961 members 
Mstep: Class 41 contains 3522 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777496.000000 Penalty: 96567.195312
Iteration 159Q: 46 clusters Score -4.97775e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 3577 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 35185 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 2647 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 10387 members 
Mstep: Class 13 contains 47355 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 19626 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 47304 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 9087 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 28649 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 4047 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 765 members 
Mstep: Class 28 contains 15063 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 36759 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 39065 members 
Mstep: Class 34 contains 6471 members 
Mstep: Class 35 contains 41743 members 
Mstep: Class 36 contains 1489 members 
Mstep: Class 37 contains 1120 members 
Mstep: Class 38 contains 5444 members 
Mstep: Class 39 contains 8536 members 
Mstep: Class 40 contains 34066 members 
Mstep: Class 41 contains 3557 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 1683 members 
Mstep: Class 44 contains 4467 members 
Mstep: Class 45 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778584.000000 Penalty: 96567.195312
Iteration 160F: 46 clusters Score -4.977858e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 35181 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 10342 members 
Mstep: Class 13 contains 47332 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 47251 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9157 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 28186 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1338 members 
Mstep: Class 24 contains 4054 members 
Mstep: Class 25 contains 23870 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 765 members 
Mstep: Class 28 contains 15054 members 
Mstep: Class 29 contains 36731 members 
Mstep: Class 30 contains 1771 members 
Mstep: Class 31 contains 36761 members 
Mstep: Class 32 contains 2309 members 
Mstep: Class 33 contains 39072 members 
Mstep: Class 34 contains 6450 members 
Mstep: Class 35 contains 41722 members 
Mstep: Class 36 contains 1487 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5440 members 
Mstep: Class 39 contains 8535 members 
Mstep: Class 40 contains 35185 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 1752 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 2894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779716.000000 Penalty: 96567.195312
Iteration 161Q: 46 clusters Score -4.977972e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 35184 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 2639 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 10312 members 
Mstep: Class 13 contains 47321 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 19583 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 47188 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9221 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27850 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 23868 members 
Mstep: Class 26 contains 8139 members 
Mstep: Class 27 contains 765 members 
Mstep: Class 28 contains 15055 members 
Mstep: Class 29 contains 35433 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 36763 members 
Mstep: Class 32 contains 2316 members 
Mstep: Class 33 contains 39087 members 
Mstep: Class 34 contains 6431 members 
Mstep: Class 35 contains 41710 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5437 members 
Mstep: Class 39 contains 8536 members 
Mstep: Class 40 contains 36767 members 
Mstep: Class 41 contains 3532 members 
Mstep: Class 42 contains 842 members 
Mstep: Class 43 contains 1793 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780876.000000 Penalty: 96567.195312
Iteration 162Q: 46 clusters Score -4.978088e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 3475 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 35185 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 10284 members 
Mstep: Class 13 contains 47350 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 19576 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 47170 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27561 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 23877 members 
Mstep: Class 26 contains 8133 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 15055 members 
Mstep: Class 29 contains 33552 members 
Mstep: Class 30 contains 1754 members 
Mstep: Class 31 contains 36756 members 
Mstep: Class 32 contains 2322 members 
Mstep: Class 33 contains 39121 members 
Mstep: Class 34 contains 6420 members 
Mstep: Class 35 contains 41705 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5432 members 
Mstep: Class 39 contains 8535 members 
Mstep: Class 40 contains 38813 members 
Mstep: Class 41 contains 3536 members 
Mstep: Class 42 contains 843 members 
Mstep: Class 43 contains 1810 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780924.000000 Penalty: 96567.195312
Iteration 163Q: 46 clusters Score -4.978092e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 35197 members 
Mstep: Class 9 contains 5206 members 
Mstep: Class 10 contains 2632 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 10262 members 
Mstep: Class 13 contains 47529 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 19567 members 
Mstep: Class 16 contains 4062 members 
Mstep: Class 17 contains 47261 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9344 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27370 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 23889 members 
Mstep: Class 26 contains 8133 members 
Mstep: Class 27 contains 767 members 
Mstep: Class 28 contains 15058 members 
Mstep: Class 29 contains 31326 members 
Mstep: Class 30 contains 1751 members 
Mstep: Class 31 contains 36758 members 
Mstep: Class 32 contains 2327 members 
Mstep: Class 33 contains 39172 members 
Mstep: Class 34 contains 6407 members 
Mstep: Class 35 contains 41686 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5429 members 
Mstep: Class 39 contains 8537 members 
Mstep: Class 40 contains 40839 members 
Mstep: Class 41 contains 3544 members 
Mstep: Class 42 contains 843 members 
Mstep: Class 43 contains 1830 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778824.000000 Penalty: 96567.195312
Iteration 164Q: 46 clusters Score -4.977882e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35215 members 
Mstep: Class 9 contains 5215 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 6216 members 
Mstep: Class 12 contains 10242 members 
Mstep: Class 13 contains 47891 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 19546 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 47370 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9402 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27288 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 23904 members 
Mstep: Class 26 contains 8134 members 
Mstep: Class 27 contains 767 members 
Mstep: Class 28 contains 15068 members 
Mstep: Class 29 contains 29214 members 
Mstep: Class 30 contains 1745 members 
Mstep: Class 31 contains 36763 members 
Mstep: Class 32 contains 2335 members 
Mstep: Class 33 contains 39234 members 
Mstep: Class 34 contains 6395 members 
Mstep: Class 35 contains 41659 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8539 members 
Mstep: Class 40 contains 42434 members 
Mstep: Class 41 contains 3546 members 
Mstep: Class 42 contains 843 members 
Mstep: Class 43 contains 1843 members 
Mstep: Class 44 contains 4544 members 
Mstep: Class 45 contains 3195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776632.000000 Penalty: 96567.195312
Iteration 165Q: 46 clusters Score -4.977663e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 3418 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35240 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 48239 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27268 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 23925 members 
Mstep: Class 26 contains 8133 members 
Mstep: Class 27 contains 768 members 
Mstep: Class 28 contains 15078 members 
Mstep: Class 29 contains 27915 members 
Mstep: Class 30 contains 1740 members 
Mstep: Class 31 contains 36770 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 39310 members 
Mstep: Class 34 contains 6390 members 
Mstep: Class 35 contains 41623 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5416 members 
Mstep: Class 39 contains 8539 members 
Mstep: Class 40 contains 43087 members 
Mstep: Class 41 contains 3547 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1855 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775468.000000 Penalty: 96567.195312
Iteration 166Q: 46 clusters Score -4.977547e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35257 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6214 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 48516 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 19527 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 47655 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27307 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 23937 members 
Mstep: Class 26 contains 8131 members 
Mstep: Class 27 contains 771 members 
Mstep: Class 28 contains 15088 members 
Mstep: Class 29 contains 27451 members 
Mstep: Class 30 contains 1734 members 
Mstep: Class 31 contains 36768 members 
Mstep: Class 32 contains 2345 members 
Mstep: Class 33 contains 39350 members 
Mstep: Class 34 contains 6390 members 
Mstep: Class 35 contains 41593 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5410 members 
Mstep: Class 39 contains 8539 members 
Mstep: Class 40 contains 42908 members 
Mstep: Class 41 contains 3548 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1858 members 
Mstep: Class 44 contains 4549 members 
Mstep: Class 45 contains 3298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775128.000000 Penalty: 96567.195312
Iteration 167Q: 46 clusters Score -4.977513e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35277 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6214 members 
Mstep: Class 12 contains 10183 members 
Mstep: Class 13 contains 48633 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 19521 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 47789 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9548 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27298 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4068 members 
Mstep: Class 25 contains 23941 members 
Mstep: Class 26 contains 8131 members 
Mstep: Class 27 contains 775 members 
Mstep: Class 28 contains 15093 members 
Mstep: Class 29 contains 27620 members 
Mstep: Class 30 contains 1731 members 
Mstep: Class 31 contains 36762 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39389 members 
Mstep: Class 34 contains 6389 members 
Mstep: Class 35 contains 41568 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5411 members 
Mstep: Class 39 contains 8537 members 
Mstep: Class 40 contains 42351 members 
Mstep: Class 41 contains 3552 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775856.000000 Penalty: 96567.195312
Iteration 168Q: 46 clusters Score -4.977586e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 3489 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35289 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6214 members 
Mstep: Class 12 contains 10171 members 
Mstep: Class 13 contains 48645 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 19513 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 47923 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9592 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27256 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 23924 members 
Mstep: Class 26 contains 8131 members 
Mstep: Class 27 contains 781 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 28280 members 
Mstep: Class 30 contains 1731 members 
Mstep: Class 31 contains 36761 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39412 members 
Mstep: Class 34 contains 6385 members 
Mstep: Class 35 contains 41555 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5411 members 
Mstep: Class 39 contains 8536 members 
Mstep: Class 40 contains 41498 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1869 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776564.000000 Penalty: 96567.195312
Iteration 169Q: 46 clusters Score -4.977656e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35294 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6213 members 
Mstep: Class 12 contains 10158 members 
Mstep: Class 13 contains 48584 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 19512 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 48002 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 9634 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27203 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 23899 members 
Mstep: Class 26 contains 8130 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 15093 members 
Mstep: Class 29 contains 29265 members 
Mstep: Class 30 contains 1731 members 
Mstep: Class 31 contains 36767 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39417 members 
Mstep: Class 34 contains 6379 members 
Mstep: Class 35 contains 41531 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5414 members 
Mstep: Class 39 contains 8535 members 
Mstep: Class 40 contains 40490 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1876 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 3372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777452.000000 Penalty: 96567.195312
Iteration 170Q: 46 clusters Score -4.977745e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35301 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6213 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 48487 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 19505 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 48063 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9682 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27123 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 23872 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 15092 members 
Mstep: Class 29 contains 30467 members 
Mstep: Class 30 contains 1732 members 
Mstep: Class 31 contains 36765 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39411 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 41513 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5414 members 
Mstep: Class 39 contains 8535 members 
Mstep: Class 40 contains 39388 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1880 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778492.000000 Penalty: 96567.195312
Iteration 171Q: 46 clusters Score -4.977849e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35306 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 10109 members 
Mstep: Class 13 contains 48334 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 19500 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 48084 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 27052 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 23836 members 
Mstep: Class 26 contains 8127 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 15087 members 
Mstep: Class 29 contains 31737 members 
Mstep: Class 30 contains 1731 members 
Mstep: Class 31 contains 36766 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39416 members 
Mstep: Class 34 contains 6366 members 
Mstep: Class 35 contains 41499 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5417 members 
Mstep: Class 39 contains 8536 members 
Mstep: Class 40 contains 38316 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 847 members 
Mstep: Class 43 contains 1885 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779272.000000 Penalty: 96567.195312
Iteration 172Q: 46 clusters Score -4.977927e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35314 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 48157 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 19506 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48033 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 23800 members 
Mstep: Class 26 contains 8127 members 
Mstep: Class 27 contains 790 members 
Mstep: Class 28 contains 15088 members 
Mstep: Class 29 contains 33110 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 36768 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39426 members 
Mstep: Class 34 contains 6365 members 
Mstep: Class 35 contains 41481 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5418 members 
Mstep: Class 39 contains 8538 members 
Mstep: Class 40 contains 37272 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 1891 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780216.000000 Penalty: 96567.195312
Iteration 173Q: 46 clusters Score -4.978022e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35303 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 10038 members 
Mstep: Class 13 contains 47969 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 19502 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 48009 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9827 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26808 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 23774 members 
Mstep: Class 26 contains 8130 members 
Mstep: Class 27 contains 797 members 
Mstep: Class 28 contains 15085 members 
Mstep: Class 29 contains 34374 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 36770 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39428 members 
Mstep: Class 34 contains 6362 members 
Mstep: Class 35 contains 41474 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5421 members 
Mstep: Class 39 contains 8539 members 
Mstep: Class 40 contains 36354 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1898 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780620.000000 Penalty: 96567.195312
Iteration 174Q: 46 clusters Score -4.978062e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35297 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 6203 members 
Mstep: Class 12 contains 10016 members 
Mstep: Class 13 contains 47766 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 47929 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26697 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1327 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 23764 members 
Mstep: Class 26 contains 8129 members 
Mstep: Class 27 contains 800 members 
Mstep: Class 28 contains 15091 members 
Mstep: Class 29 contains 35704 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 36776 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39419 members 
Mstep: Class 34 contains 6358 members 
Mstep: Class 35 contains 41453 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8539 members 
Mstep: Class 40 contains 35428 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1901 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781592.000000 Penalty: 96567.195312
Iteration 175Q: 46 clusters Score -4.978159e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35292 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 9999 members 
Mstep: Class 13 contains 47592 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 19488 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 47773 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26589 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1324 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 23736 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 15092 members 
Mstep: Class 29 contains 37416 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 36779 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 39399 members 
Mstep: Class 34 contains 6356 members 
Mstep: Class 35 contains 41434 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 1119 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8541 members 
Mstep: Class 40 contains 34186 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1901 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782388.000000 Penalty: 96567.195312
Iteration 176Q: 46 clusters Score -4.978239e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35282 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 9985 members 
Mstep: Class 13 contains 47435 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 19487 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 47719 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9952 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26484 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1324 members 
Mstep: Class 24 contains 4075 members 
Mstep: Class 25 contains 23706 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 15093 members 
Mstep: Class 29 contains 39308 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 36777 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 39387 members 
Mstep: Class 34 contains 6353 members 
Mstep: Class 35 contains 41433 members 
Mstep: Class 36 contains 1484 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5424 members 
Mstep: Class 39 contains 8543 members 
Mstep: Class 40 contains 32609 members 
Mstep: Class 41 contains 3557 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1901 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781256.000000 Penalty: 96567.195312
Iteration 177Q: 46 clusters Score -4.978126e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35269 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 9973 members 
Mstep: Class 13 contains 47364 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 19483 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 47779 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26389 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4075 members 
Mstep: Class 25 contains 23692 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 805 members 
Mstep: Class 28 contains 15090 members 
Mstep: Class 29 contains 41024 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 36776 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 39360 members 
Mstep: Class 34 contains 6352 members 
Mstep: Class 35 contains 41425 members 
Mstep: Class 36 contains 1484 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8545 members 
Mstep: Class 40 contains 30952 members 
Mstep: Class 41 contains 3559 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1900 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779280.000000 Penalty: 96567.195312
Iteration 178Q: 46 clusters Score -4.977928e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35273 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 9958 members 
Mstep: Class 13 contains 47307 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 19481 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 47996 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10041 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26275 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4076 members 
Mstep: Class 25 contains 23677 members 
Mstep: Class 26 contains 8126 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 15088 members 
Mstep: Class 29 contains 42236 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 36773 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 39355 members 
Mstep: Class 34 contains 6352 members 
Mstep: Class 35 contains 41415 members 
Mstep: Class 36 contains 1484 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8547 members 
Mstep: Class 40 contains 29601 members 
Mstep: Class 41 contains 3560 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1900 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777556.000000 Penalty: 96567.195312
Iteration 179Q: 46 clusters Score -4.977756e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35266 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6192 members 
Mstep: Class 12 contains 9940 members 
Mstep: Class 13 contains 47294 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 19473 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 48254 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10080 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26190 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 23654 members 
Mstep: Class 26 contains 8125 members 
Mstep: Class 27 contains 807 members 
Mstep: Class 28 contains 15080 members 
Mstep: Class 29 contains 42783 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 36771 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 39362 members 
Mstep: Class 34 contains 6351 members 
Mstep: Class 35 contains 41414 members 
Mstep: Class 36 contains 1484 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8550 members 
Mstep: Class 40 contains 28806 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1901 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 3659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776728.000000 Penalty: 96567.195312
Iteration 180F: 46 clusters Score -4.977673e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35264 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 9918 members 
Mstep: Class 13 contains 47295 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 19459 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48431 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10126 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 26072 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4076 members 
Mstep: Class 25 contains 23642 members 
Mstep: Class 26 contains 8126 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 15076 members 
Mstep: Class 29 contains 42877 members 
Mstep: Class 30 contains 1726 members 
Mstep: Class 31 contains 36771 members 
Mstep: Class 32 contains 2349 members 
Mstep: Class 33 contains 39354 members 
Mstep: Class 34 contains 6348 members 
Mstep: Class 35 contains 41413 members 
Mstep: Class 36 contains 1484 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5421 members 
Mstep: Class 39 contains 8552 members 
Mstep: Class 40 contains 28549 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1903 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776088.000000 Penalty: 96567.195312
Iteration 181Q: 46 clusters Score -4.977609e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35264 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 9900 members 
Mstep: Class 13 contains 47319 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48524 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10171 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25999 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4075 members 
Mstep: Class 25 contains 23630 members 
Mstep: Class 26 contains 8126 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 15071 members 
Mstep: Class 29 contains 42652 members 
Mstep: Class 30 contains 1725 members 
Mstep: Class 31 contains 36771 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 39352 members 
Mstep: Class 34 contains 6348 members 
Mstep: Class 35 contains 41415 members 
Mstep: Class 36 contains 1484 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 28683 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776104.000000 Penalty: 96567.195312
Iteration 182Q: 46 clusters Score -4.97761e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35260 members 
Mstep: Class 9 contains 5431 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6188 members 
Mstep: Class 12 contains 9877 members 
Mstep: Class 13 contains 47335 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 19434 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 48539 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25909 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4077 members 
Mstep: Class 25 contains 23622 members 
Mstep: Class 26 contains 8125 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 15072 members 
Mstep: Class 29 contains 42261 members 
Mstep: Class 30 contains 1723 members 
Mstep: Class 31 contains 36769 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 39365 members 
Mstep: Class 34 contains 6349 members 
Mstep: Class 35 contains 41409 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5424 members 
Mstep: Class 39 contains 8557 members 
Mstep: Class 40 contains 29065 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776248.000000 Penalty: 96567.195312
Iteration 183Q: 46 clusters Score -4.977625e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35266 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 9862 members 
Mstep: Class 13 contains 47333 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 19428 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 48531 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10271 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25805 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4076 members 
Mstep: Class 25 contains 23605 members 
Mstep: Class 26 contains 8125 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 15078 members 
Mstep: Class 29 contains 41749 members 
Mstep: Class 30 contains 1721 members 
Mstep: Class 31 contains 36773 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 39382 members 
Mstep: Class 34 contains 6348 members 
Mstep: Class 35 contains 41406 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 29639 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776688.000000 Penalty: 96567.195312
Iteration 184Q: 46 clusters Score -4.977669e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35266 members 
Mstep: Class 9 contains 5435 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 9839 members 
Mstep: Class 13 contains 47333 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 19421 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48520 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25682 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 23599 members 
Mstep: Class 26 contains 8129 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 15080 members 
Mstep: Class 29 contains 41143 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 36773 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 39385 members 
Mstep: Class 34 contains 6348 members 
Mstep: Class 35 contains 41407 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5424 members 
Mstep: Class 39 contains 8559 members 
Mstep: Class 40 contains 30326 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777236.000000 Penalty: 96567.195312
Iteration 185Q: 46 clusters Score -4.977724e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35273 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 9805 members 
Mstep: Class 13 contains 47327 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 19416 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48482 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10361 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25591 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 23586 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 15086 members 
Mstep: Class 29 contains 40447 members 
Mstep: Class 30 contains 1717 members 
Mstep: Class 31 contains 36774 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 39395 members 
Mstep: Class 34 contains 6344 members 
Mstep: Class 35 contains 41413 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 31143 members 
Mstep: Class 41 contains 3564 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777500.000000 Penalty: 96567.195312
Iteration 186Q: 46 clusters Score -4.97775e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35275 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6177 members 
Mstep: Class 12 contains 9768 members 
Mstep: Class 13 contains 47320 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 19403 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48453 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25500 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4073 members 
Mstep: Class 25 contains 23580 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 15090 members 
Mstep: Class 29 contains 39698 members 
Mstep: Class 30 contains 1713 members 
Mstep: Class 31 contains 36778 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 39397 members 
Mstep: Class 34 contains 6343 members 
Mstep: Class 35 contains 41409 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 32032 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778016.000000 Penalty: 96567.195312
Iteration 187Q: 46 clusters Score -4.977802e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 3644 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35276 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 9735 members 
Mstep: Class 13 contains 47295 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 19391 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48428 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25427 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4075 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 15097 members 
Mstep: Class 29 contains 38845 members 
Mstep: Class 30 contains 1710 members 
Mstep: Class 31 contains 36783 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 39406 members 
Mstep: Class 34 contains 6344 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5422 members 
Mstep: Class 39 contains 8561 members 
Mstep: Class 40 contains 33038 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778660.000000 Penalty: 96567.195312
Iteration 188Q: 46 clusters Score -4.977866e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35281 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 9704 members 
Mstep: Class 13 contains 47266 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 19379 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48353 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10499 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25346 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 8125 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 15101 members 
Mstep: Class 29 contains 37999 members 
Mstep: Class 30 contains 1709 members 
Mstep: Class 31 contains 36791 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 39422 members 
Mstep: Class 34 contains 6344 members 
Mstep: Class 35 contains 41414 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5422 members 
Mstep: Class 39 contains 8561 members 
Mstep: Class 40 contains 34087 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779428.000000 Penalty: 96567.195312
Iteration 189Q: 46 clusters Score -4.977943e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35266 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 9667 members 
Mstep: Class 13 contains 47265 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 19361 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48230 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25293 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 23565 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 15109 members 
Mstep: Class 29 contains 37159 members 
Mstep: Class 30 contains 1707 members 
Mstep: Class 31 contains 36804 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 39416 members 
Mstep: Class 34 contains 6341 members 
Mstep: Class 35 contains 41407 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1113 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8563 members 
Mstep: Class 40 contains 35147 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4549 members 
Mstep: Class 45 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780348.000000 Penalty: 96567.195312
Iteration 190Q: 46 clusters Score -4.978035e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35260 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 47249 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 19346 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48161 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25281 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 8124 members 
Mstep: Class 27 contains 846 members 
Mstep: Class 28 contains 15115 members 
Mstep: Class 29 contains 35930 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 36811 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 39416 members 
Mstep: Class 34 contains 6340 members 
Mstep: Class 35 contains 41398 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1113 members 
Mstep: Class 38 contains 5422 members 
Mstep: Class 39 contains 8563 members 
Mstep: Class 40 contains 36508 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781236.000000 Penalty: 96567.195312
Iteration 191Q: 46 clusters Score -4.978124e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35261 members 
Mstep: Class 9 contains 5473 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 9607 members 
Mstep: Class 13 contains 47279 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 19334 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48069 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10648 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25266 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 23577 members 
Mstep: Class 26 contains 8124 members 
Mstep: Class 27 contains 848 members 
Mstep: Class 28 contains 15114 members 
Mstep: Class 29 contains 34364 members 
Mstep: Class 30 contains 1703 members 
Mstep: Class 31 contains 36814 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 39432 members 
Mstep: Class 34 contains 6340 members 
Mstep: Class 35 contains 41392 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1113 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8562 members 
Mstep: Class 40 contains 38172 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1904 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781632.000000 Penalty: 96567.195312
Iteration 192Q: 46 clusters Score -4.978163e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35260 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 9583 members 
Mstep: Class 13 contains 47440 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 19319 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48104 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25265 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 23601 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 851 members 
Mstep: Class 28 contains 15122 members 
Mstep: Class 29 contains 32695 members 
Mstep: Class 30 contains 1702 members 
Mstep: Class 31 contains 36813 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39452 members 
Mstep: Class 34 contains 6337 members 
Mstep: Class 35 contains 41385 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8562 members 
Mstep: Class 40 contains 39639 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1906 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780324.000000 Penalty: 96567.195312
Iteration 193Q: 46 clusters Score -4.978032e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35253 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 47759 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 19308 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48174 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10729 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25280 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 23622 members 
Mstep: Class 26 contains 8124 members 
Mstep: Class 27 contains 852 members 
Mstep: Class 28 contains 15130 members 
Mstep: Class 29 contains 31228 members 
Mstep: Class 30 contains 1703 members 
Mstep: Class 31 contains 36812 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39471 members 
Mstep: Class 34 contains 6333 members 
Mstep: Class 35 contains 41376 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8562 members 
Mstep: Class 40 contains 40670 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 1909 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778792.000000 Penalty: 96567.195312
Iteration 194Q: 46 clusters Score -4.977879e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35250 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 9541 members 
Mstep: Class 13 contains 48079 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 19300 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48218 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10759 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25347 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 4073 members 
Mstep: Class 25 contains 23648 members 
Mstep: Class 26 contains 8126 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 15138 members 
Mstep: Class 29 contains 30334 members 
Mstep: Class 30 contains 1701 members 
Mstep: Class 31 contains 36813 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39519 members 
Mstep: Class 34 contains 6327 members 
Mstep: Class 35 contains 41367 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5422 members 
Mstep: Class 39 contains 8562 members 
Mstep: Class 40 contains 41044 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1913 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778408.000000 Penalty: 96567.195312
Iteration 195Q: 46 clusters Score -4.977841e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35245 members 
Mstep: Class 9 contains 5507 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 9520 members 
Mstep: Class 13 contains 48320 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 19296 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48303 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10788 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25416 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 4073 members 
Mstep: Class 25 contains 23662 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 855 members 
Mstep: Class 28 contains 15148 members 
Mstep: Class 29 contains 30067 members 
Mstep: Class 30 contains 1699 members 
Mstep: Class 31 contains 36815 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39548 members 
Mstep: Class 34 contains 6324 members 
Mstep: Class 35 contains 41358 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5422 members 
Mstep: Class 39 contains 8562 members 
Mstep: Class 40 contains 40823 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 3801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778260.000000 Penalty: 96567.195312
Iteration 196Q: 46 clusters Score -4.977826e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35253 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 48456 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 19293 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48359 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10811 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25463 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 4073 members 
Mstep: Class 25 contains 23663 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 857 members 
Mstep: Class 28 contains 15148 members 
Mstep: Class 29 contains 30293 members 
Mstep: Class 30 contains 1699 members 
Mstep: Class 31 contains 36814 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39556 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 41358 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5422 members 
Mstep: Class 39 contains 8562 members 
Mstep: Class 40 contains 40299 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 3817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778464.000000 Penalty: 96567.195312
Iteration 197Q: 46 clusters Score -4.977846e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 3467 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35259 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 9484 members 
Mstep: Class 13 contains 48493 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48429 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10833 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25479 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4073 members 
Mstep: Class 25 contains 23659 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 859 members 
Mstep: Class 28 contains 15153 members 
Mstep: Class 29 contains 30947 members 
Mstep: Class 30 contains 1699 members 
Mstep: Class 31 contains 36817 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39563 members 
Mstep: Class 34 contains 6323 members 
Mstep: Class 35 contains 41349 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5422 members 
Mstep: Class 39 contains 8563 members 
Mstep: Class 40 contains 39495 members 
Mstep: Class 41 contains 3564 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779248.000000 Penalty: 96567.195312
Iteration 198Q: 46 clusters Score -4.977925e+07 nChanged 2019
Entering ConstructFrom: 
Score: -49779248.000000 Penalty: 96567.195312
Entering ConstructFrom: 
Trying to split cluster 1 (19285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Entering Unmasked Estep 
Score: -1850913.250000 Penalty: 1603.400879
	Iteration 0F: 2 clusters Score -1850913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1837765.625000 Penalty: 3206.801758
	Iteration 0F: 3 clusters Score -1837766 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1842384.250000 Penalty: 3206.801758
	Iteration 1F: 3 clusters Score -1842384 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1842710.000000 Penalty: 3206.801758
	Iteration 2F: 3 clusters Score -1842710 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1843020.375000 Penalty: 3206.801758
	Iteration 3Q: 3 clusters Score -1843020 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1843387.750000 Penalty: 3206.801758
	Iteration 4Q: 3 clusters Score -1843388 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1843862.625000 Penalty: 3206.801758
	Iteration 5Q: 3 clusters Score -1843863 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1844575.750000 Penalty: 3206.801758
	Iteration 6F: 3 clusters Score -1844576 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1845564.000000 Penalty: 3206.801758
	Iteration 7F: 3 clusters Score -1845564 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1846716.125000 Penalty: 3206.801758
	Iteration 8F: 3 clusters Score -1846716 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1847719.875000 Penalty: 3206.801758
	Iteration 9F: 3 clusters Score -1847720 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1848443.000000 Penalty: 3206.801758
	Iteration 10Q: 3 clusters Score -1848443 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1848923.250000 Penalty: 3206.801758
	Iteration 11Q: 3 clusters Score -1848923 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1849286.750000 Penalty: 3206.801758
	Iteration 12Q: 3 clusters Score -1849287 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1849466.500000 Penalty: 3206.801758
	Iteration 13Q: 3 clusters Score -1849466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1849585.750000 Penalty: 3206.801758
	Iteration 14Q: 3 clusters Score -1849586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1849673.375000 Penalty: 3206.801758
	Iteration 15Q: 3 clusters Score -1849673 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1849716.625000 Penalty: 3206.801758
	Iteration 16Q: 3 clusters Score -1849717 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1849743.625000 Penalty: 3206.801758
	Iteration 17Q: 3 clusters Score -1849744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1849761.125000 Penalty: 3206.801758
	Iteration 18Q: 3 clusters Score -1849761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1849767.500000 Penalty: 3206.801758
	Iteration 19Q: 3 clusters Score -1849768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1849770.375000 Penalty: 3206.801758
	Iteration 20F: 3 clusters Score -1849770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1849772.125000 Penalty: 3206.801758
	Iteration 21Q: 3 clusters Score -1849772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1849779.000000 Penalty: 3206.801758
	Iteration 22Q: 3 clusters Score -1849779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1849778.375000 Penalty: 3206.801758
	Iteration 23Q: 3 clusters Score -1849778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1849780.375000 Penalty: 3206.801758
	Iteration 24Q: 3 clusters Score -1849780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1849780.750000 Penalty: 3206.801758
	Iteration 25Q: 3 clusters Score -1849781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1849783.625000 Penalty: 3206.801758
	Iteration 26Q: 3 clusters Score -1849784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1849785.750000 Penalty: 3206.801758
	Iteration 27Q: 3 clusters Score -1849786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1849785.625000 Penalty: 3206.801758
	Iteration 28Q: 3 clusters Score -1849786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1849786.000000 Penalty: 3206.801758
	Iteration 29Q: 3 clusters Score -1849786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1849790.500000 Penalty: 3206.801758
	Iteration 30Q: 3 clusters Score -1849790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1849791.375000 Penalty: 3206.801758
	Iteration 31Q: 3 clusters Score -1849791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1849793.250000 Penalty: 3206.801758
	Iteration 32Q: 3 clusters Score -1849793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1849795.750000 Penalty: 3206.801758
	Iteration 33Q: 3 clusters Score -1849796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1849795.750000 Penalty: 3206.801758
	Iteration 34F: 3 clusters Score -1849796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -119500.742188 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -119500.7 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 641 members 
Entering Unmasked Estep 
Score: -117882.734375 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -117882.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118194.679688 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -118194.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118279.429688 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -118279.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118349.789062 Penalty: 2330.788330
	Iteration 3F: 3 clusters Score -118349.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118391.226562 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -118391.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118426.125000 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -118426.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118461.851562 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -118461.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118504.250000 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -118504.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118549.414062 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -118549.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118579.828125 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -118579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118603.515625 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -118603.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118627.023438 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -118627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118661.328125 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -118661.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -118692.906250 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -118692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -118706.210938 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -118706.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -118721.281250 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -118721.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -118741.382812 Penalty: 2330.788330
	Iteration 16Q: 3 clusters Score -118741.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -118754.679688 Penalty: 2330.788330
	Iteration 17Q: 3 clusters Score -118754.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -118766.335938 Penalty: 2330.788330
	Iteration 18Q: 3 clusters Score -118766.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -118782.812500 Penalty: 2330.788330
	Iteration 19Q: 3 clusters Score -118782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -118798.078125 Penalty: 2330.788330
	Iteration 20F: 3 clusters Score -118798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -118817.828125 Penalty: 2330.788330
	Iteration 21Q: 3 clusters Score -118817.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -118834.210938 Penalty: 2330.788330
	Iteration 22Q: 3 clusters Score -118834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -118848.523438 Penalty: 2330.788330
	Iteration 23Q: 3 clusters Score -118848.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -118858.664062 Penalty: 2330.788330
	Iteration 24Q: 3 clusters Score -118858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -118863.945312 Penalty: 2330.788330
	Iteration 25Q: 3 clusters Score -118863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118865.984375 Penalty: 2330.788330
	Iteration 26Q: 3 clusters Score -118866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118868.156250 Penalty: 2330.788330
	Iteration 27Q: 3 clusters Score -118868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118873.898438 Penalty: 2330.788330
	Iteration 28Q: 3 clusters Score -118873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -118877.882812 Penalty: 2330.788330
	Iteration 29Q: 3 clusters Score -118877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118879.281250 Penalty: 2330.788330
	Iteration 30Q: 3 clusters Score -118879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118879.281250 Penalty: 2330.788330
	Iteration 31F: 3 clusters Score -118879.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -183196.140625 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -183196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -180955.750000 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -180955.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -181628.093750 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -181628.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -181818.484375 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -181818.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -181962.515625 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -181962.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -182112.156250 Penalty: 2516.703613
	Iteration 4F: 3 clusters Score -182112.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -182250.109375 Penalty: 2516.703613
	Iteration 5F: 3 clusters Score -182250.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -182347.187500 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -182347.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -182430.812500 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -182430.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -182498.859375 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -182498.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -182548.968750 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -182549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -182592.125000 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -182592.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -182622.640625 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -182622.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -182649.093750 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -182649.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -182681.968750 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -182682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -182735.031250 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -182735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -182799.437500 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -182799.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -182883.515625 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -182883.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -182945.562500 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -182945.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -183050.140625 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -183050.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -183182.218750 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -183182.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -183305.703125 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -183305.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -183392.078125 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -183392.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -183438.984375 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -183439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -183460.265625 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -183460.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -183465.812500 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -183465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -183468.343750 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -183468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -183470.906250 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -183470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -183473.843750 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -183473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -183476.625000 Penalty: 2516.703613
	Iteration 28Q: 3 clusters Score -183476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -183477.703125 Penalty: 2516.703613
	Iteration 29Q: 3 clusters Score -183477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -183481.515625 Penalty: 2516.703613
	Iteration 30Q: 3 clusters Score -183481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -183481.609375 Penalty: 2516.703613
	Iteration 31Q: 3 clusters Score -183481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -183482.578125 Penalty: 2516.703613
	Iteration 32Q: 3 clusters Score -183482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -183482.578125 Penalty: 2516.703613
	Iteration 33F: 3 clusters Score -183482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35250 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 48461 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 19277 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48463 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10860 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25467 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 23649 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 15153 members 
Mstep: Class 29 contains 31859 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 36821 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39568 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 41347 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8564 members 
Mstep: Class 40 contains 38574 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 1372 members 
Entering Unmasked Estep 
Score: -49778820.000000 Penalty: 98713.132812
Splitting cluster 3 changes total score from -49779248.000000 to -49778820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -325220.093750 Penalty: 1324.872559
	Iteration 0F: 2 clusters Score -325220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -322222.375000 Penalty: 2649.745117
	Iteration 0F: 3 clusters Score -322222.4 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -322986.718750 Penalty: 2649.745117
	Iteration 1F: 3 clusters Score -322986.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -323141.468750 Penalty: 2649.745117
	Iteration 2F: 3 clusters Score -323141.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -323240.156250 Penalty: 2649.745117
	Iteration 3Q: 3 clusters Score -323240.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -323312.937500 Penalty: 2649.745117
	Iteration 4Q: 3 clusters Score -323312.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323369.593750 Penalty: 2649.745117
	Iteration 5Q: 3 clusters Score -323369.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -323426.687500 Penalty: 2649.745117
	Iteration 6Q: 3 clusters Score -323426.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -323492.343750 Penalty: 2649.745117
	Iteration 7Q: 3 clusters Score -323492.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -323561.687500 Penalty: 2649.745117
	Iteration 8Q: 3 clusters Score -323561.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -323632.031250 Penalty: 2649.745117
	Iteration 9Q: 3 clusters Score -323632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -323707.875000 Penalty: 2649.745117
	Iteration 10Q: 3 clusters Score -323707.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -323786.468750 Penalty: 2649.745117
	Iteration 11Q: 3 clusters Score -323786.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -323867.843750 Penalty: 2649.745117
	Iteration 12Q: 3 clusters Score -323867.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -323925.531250 Penalty: 2649.745117
	Iteration 13Q: 3 clusters Score -323925.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -323974.343750 Penalty: 2649.745117
	Iteration 14Q: 3 clusters Score -323974.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -324017.125000 Penalty: 2649.745117
	Iteration 15Q: 3 clusters Score -324017.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -324043.718750 Penalty: 2649.745117
	Iteration 16Q: 3 clusters Score -324043.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -324062.750000 Penalty: 2649.745117
	Iteration 17Q: 3 clusters Score -324062.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -324079.750000 Penalty: 2649.745117
	Iteration 18Q: 3 clusters Score -324079.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -324090.156250 Penalty: 2649.745117
	Iteration 19Q: 3 clusters Score -324090.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -324095.687500 Penalty: 2649.745117
	Iteration 20F: 3 clusters Score -324095.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -324103.500000 Penalty: 2649.745117
	Iteration 21Q: 3 clusters Score -324103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -324109.250000 Penalty: 2649.745117
	Iteration 22Q: 3 clusters Score -324109.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -324117.906250 Penalty: 2649.745117
	Iteration 23Q: 3 clusters Score -324117.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -324125.062500 Penalty: 2649.745117
	Iteration 24Q: 3 clusters Score -324125.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -324129.500000 Penalty: 2649.745117
	Iteration 25Q: 3 clusters Score -324129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -324133.781250 Penalty: 2649.745117
	Iteration 26Q: 3 clusters Score -324133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -324136.468750 Penalty: 2649.745117
	Iteration 27Q: 3 clusters Score -324136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -324140.156250 Penalty: 2649.745117
	Iteration 28Q: 3 clusters Score -324140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -324142.812500 Penalty: 2649.745117
	Iteration 29Q: 3 clusters Score -324142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -324145.750000 Penalty: 2649.745117
	Iteration 30Q: 3 clusters Score -324145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -324147.468750 Penalty: 2649.745117
	Iteration 31Q: 3 clusters Score -324147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -324149.437500 Penalty: 2649.745117
	Iteration 32Q: 3 clusters Score -324149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -324150.250000 Penalty: 2649.745117
	Iteration 33Q: 3 clusters Score -324150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -324152.531250 Penalty: 2649.745117
	Iteration 34Q: 3 clusters Score -324152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -324154.312500 Penalty: 2649.745117
	Iteration 35Q: 3 clusters Score -324154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -324154.593750 Penalty: 2649.745117
	Iteration 36Q: 3 clusters Score -324154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -324155.406250 Penalty: 2649.745117
	Iteration 37Q: 3 clusters Score -324155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -324157.843750 Penalty: 2649.745117
	Iteration 38Q: 3 clusters Score -324157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -324158.500000 Penalty: 2649.745117
	Iteration 39Q: 3 clusters Score -324158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -324160.343750 Penalty: 2649.745117
	Iteration 40F: 3 clusters Score -324160.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -324162.125000 Penalty: 2649.745117
	Iteration 41Q: 3 clusters Score -324162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -324164.593750 Penalty: 2649.745117
	Iteration 42Q: 3 clusters Score -324164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -324167.750000 Penalty: 2649.745117
	Iteration 43Q: 3 clusters Score -324167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -324170.281250 Penalty: 2649.745117
	Iteration 44Q: 3 clusters Score -324170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -324172.593750 Penalty: 2649.745117
	Iteration 45Q: 3 clusters Score -324172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -324174.343750 Penalty: 2649.745117
	Iteration 46Q: 3 clusters Score -324174.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -324174.343750 Penalty: 2649.745117
	Iteration 47F: 3 clusters Score -324174.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Entering Unmasked Estep 
Score: -495334.531250 Penalty: 1399.443115
	Iteration 0F: 2 clusters Score -495334.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -491020.687500 Penalty: 2798.886230
	Iteration 0F: 3 clusters Score -491020.7 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -492420.125000 Penalty: 2798.886230
	Iteration 1F: 3 clusters Score -492420.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -492923.375000 Penalty: 2798.886230
	Iteration 2F: 3 clusters Score -492923.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -493503.562500 Penalty: 2798.886230
	Iteration 3F: 3 clusters Score -493503.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -493968.687500 Penalty: 2798.886230
	Iteration 4F: 3 clusters Score -493968.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -494314.625000 Penalty: 2798.886230
	Iteration 5F: 3 clusters Score -494314.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -494600.656250 Penalty: 2798.886230
	Iteration 6F: 3 clusters Score -494600.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -494882.781250 Penalty: 2798.886230
	Iteration 7Q: 3 clusters Score -494882.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -495115.875000 Penalty: 2798.886230
	Iteration 8Q: 3 clusters Score -495115.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -495250.125000 Penalty: 2798.886230
	Iteration 9Q: 3 clusters Score -495250.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -495344.500000 Penalty: 2798.886230
	Iteration 10Q: 3 clusters Score -495344.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -495388.468750 Penalty: 2798.886230
	Iteration 11Q: 3 clusters Score -495388.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -495407.531250 Penalty: 2798.886230
	Iteration 12Q: 3 clusters Score -495407.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -495423.656250 Penalty: 2798.886230
	Iteration 13Q: 3 clusters Score -495423.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -495431.812500 Penalty: 2798.886230
	Iteration 14Q: 3 clusters Score -495431.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -495434.906250 Penalty: 2798.886230
	Iteration 15Q: 3 clusters Score -495434.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -495437.906250 Penalty: 2798.886230
	Iteration 16Q: 3 clusters Score -495437.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -495442.281250 Penalty: 2798.886230
	Iteration 17Q: 3 clusters Score -495442.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -495444.812500 Penalty: 2798.886230
	Iteration 18Q: 3 clusters Score -495444.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -495446.687500 Penalty: 2798.886230
	Iteration 19Q: 3 clusters Score -495446.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -495450.625000 Penalty: 2798.886230
	Iteration 20F: 3 clusters Score -495450.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -495453.562500 Penalty: 2798.886230
	Iteration 21Q: 3 clusters Score -495453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -495454.281250 Penalty: 2798.886230
	Iteration 22Q: 3 clusters Score -495454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -495454.875000 Penalty: 2798.886230
	Iteration 23Q: 3 clusters Score -495454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -495455.187500 Penalty: 2798.886230
	Iteration 24Q: 3 clusters Score -495455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -495456.000000 Penalty: 2798.886230
	Iteration 25Q: 3 clusters Score -495456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -495457.093750 Penalty: 2798.886230
	Iteration 26Q: 3 clusters Score -495457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -495458.625000 Penalty: 2798.886230
	Iteration 27Q: 3 clusters Score -495458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -495459.468750 Penalty: 2798.886230
	Iteration 28Q: 3 clusters Score -495459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -495460.625000 Penalty: 2798.886230
	Iteration 29Q: 3 clusters Score -495460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -495462.468750 Penalty: 2798.886230
	Iteration 30Q: 3 clusters Score -495462.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -495463.406250 Penalty: 2798.886230
	Iteration 31Q: 3 clusters Score -495463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -495463.718750 Penalty: 2798.886230
	Iteration 32Q: 3 clusters Score -495463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -495464.906250 Penalty: 2798.886230
	Iteration 33Q: 3 clusters Score -495464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -495465.500000 Penalty: 2798.886230
	Iteration 34Q: 3 clusters Score -495465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -495465.468750 Penalty: 2798.886230
	Iteration 35Q: 3 clusters Score -495465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -495466.156250 Penalty: 2798.886230
	Iteration 36Q: 3 clusters Score -495466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -495466.156250 Penalty: 2798.886230
	Iteration 37F: 3 clusters Score -495466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35250 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 48461 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 19277 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48463 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10860 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25467 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 23649 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 15153 members 
Mstep: Class 29 contains 31859 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 36821 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39568 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 41347 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8564 members 
Mstep: Class 40 contains 38574 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 2807 members 
Entering Unmasked Estep 
Score: -49778744.000000 Penalty: 98713.132812
Splitting cluster 5 changes total score from -49779248.000000 to -49778744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -435695.843750 Penalty: 1378.960083
	Iteration 0F: 2 clusters Score -435695.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -431784.500000 Penalty: 2757.920166
	Iteration 0F: 3 clusters Score -431784.5 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -432891.468750 Penalty: 2757.920166
	Iteration 1F: 3 clusters Score -432891.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -433119.437500 Penalty: 2757.920166
	Iteration 2F: 3 clusters Score -433119.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -433295.062500 Penalty: 2757.920166
	Iteration 3F: 3 clusters Score -433295.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -433480.250000 Penalty: 2757.920166
	Iteration 4F: 3 clusters Score -433480.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -433676.375000 Penalty: 2757.920166
	Iteration 5F: 3 clusters Score -433676.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -433869.281250 Penalty: 2757.920166
	Iteration 6F: 3 clusters Score -433869.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -434021.375000 Penalty: 2757.920166
	Iteration 7Q: 3 clusters Score -434021.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -434133.750000 Penalty: 2757.920166
	Iteration 8Q: 3 clusters Score -434133.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -434215.031250 Penalty: 2757.920166
	Iteration 9Q: 3 clusters Score -434215 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -434271.187500 Penalty: 2757.920166
	Iteration 10Q: 3 clusters Score -434271.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -434319.093750 Penalty: 2757.920166
	Iteration 11Q: 3 clusters Score -434319.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -434358.156250 Penalty: 2757.920166
	Iteration 12Q: 3 clusters Score -434358.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -434383.187500 Penalty: 2757.920166
	Iteration 13Q: 3 clusters Score -434383.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -434396.343750 Penalty: 2757.920166
	Iteration 14Q: 3 clusters Score -434396.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -434406.343750 Penalty: 2757.920166
	Iteration 15Q: 3 clusters Score -434406.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -434415.312500 Penalty: 2757.920166
	Iteration 16Q: 3 clusters Score -434415.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -434419.531250 Penalty: 2757.920166
	Iteration 17Q: 3 clusters Score -434419.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -434423.968750 Penalty: 2757.920166
	Iteration 18Q: 3 clusters Score -434424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -434425.937500 Penalty: 2757.920166
	Iteration 19Q: 3 clusters Score -434425.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -434427.718750 Penalty: 2757.920166
	Iteration 20F: 3 clusters Score -434427.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -434430.843750 Penalty: 2757.920166
	Iteration 21Q: 3 clusters Score -434430.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -434434.718750 Penalty: 2757.920166
	Iteration 22Q: 3 clusters Score -434434.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -434437.593750 Penalty: 2757.920166
	Iteration 23Q: 3 clusters Score -434437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -434440.812500 Penalty: 2757.920166
	Iteration 24Q: 3 clusters Score -434440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -434443.562500 Penalty: 2757.920166
	Iteration 25Q: 3 clusters Score -434443.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -434445.406250 Penalty: 2757.920166
	Iteration 26Q: 3 clusters Score -434445.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -434449.375000 Penalty: 2757.920166
	Iteration 27Q: 3 clusters Score -434449.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -434451.968750 Penalty: 2757.920166
	Iteration 28Q: 3 clusters Score -434452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -434457.687500 Penalty: 2757.920166
	Iteration 29Q: 3 clusters Score -434457.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -434463.125000 Penalty: 2757.920166
	Iteration 30Q: 3 clusters Score -434463.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -434469.843750 Penalty: 2757.920166
	Iteration 31Q: 3 clusters Score -434469.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -434473.062500 Penalty: 2757.920166
	Iteration 32Q: 3 clusters Score -434473.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -434477.656250 Penalty: 2757.920166
	Iteration 33Q: 3 clusters Score -434477.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -434482.218750 Penalty: 2757.920166
	Iteration 34Q: 3 clusters Score -434482.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -434486.875000 Penalty: 2757.920166
	Iteration 35Q: 3 clusters Score -434486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -434489.406250 Penalty: 2757.920166
	Iteration 36Q: 3 clusters Score -434489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -434491.187500 Penalty: 2757.920166
	Iteration 37Q: 3 clusters Score -434491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -434494.593750 Penalty: 2757.920166
	Iteration 38Q: 3 clusters Score -434494.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -434498.031250 Penalty: 2757.920166
	Iteration 39Q: 3 clusters Score -434498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -434502.343750 Penalty: 2757.920166
	Iteration 40F: 3 clusters Score -434502.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -434507.312500 Penalty: 2757.920166
	Iteration 41Q: 3 clusters Score -434507.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -434512.375000 Penalty: 2757.920166
	Iteration 42Q: 3 clusters Score -434512.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -434518.593750 Penalty: 2757.920166
	Iteration 43Q: 3 clusters Score -434518.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -434524.937500 Penalty: 2757.920166
	Iteration 44Q: 3 clusters Score -434524.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -434528.281250 Penalty: 2757.920166
	Iteration 45Q: 3 clusters Score -434528.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -434533.968750 Penalty: 2757.920166
	Iteration 46Q: 3 clusters Score -434534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -434538.250000 Penalty: 2757.920166
	Iteration 47Q: 3 clusters Score -434538.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -434545.250000 Penalty: 2757.920166
	Iteration 48Q: 3 clusters Score -434545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -434550.593750 Penalty: 2757.920166
	Iteration 49Q: 3 clusters Score -434550.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -434555.343750 Penalty: 2757.920166
	Iteration 50Q: 3 clusters Score -434555.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -434558.750000 Penalty: 2757.920166
	Iteration 51Q: 3 clusters Score -434558.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -434562.812500 Penalty: 2757.920166
	Iteration 52Q: 3 clusters Score -434562.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -434568.312500 Penalty: 2757.920166
	Iteration 53Q: 3 clusters Score -434568.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -434572.875000 Penalty: 2757.920166
	Iteration 54Q: 3 clusters Score -434572.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -434575.687500 Penalty: 2757.920166
	Iteration 55Q: 3 clusters Score -434575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -434578.093750 Penalty: 2757.920166
	Iteration 56Q: 3 clusters Score -434578.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -434580.593750 Penalty: 2757.920166
	Iteration 57Q: 3 clusters Score -434580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -434581.906250 Penalty: 2757.920166
	Iteration 58Q: 3 clusters Score -434581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -434584.031250 Penalty: 2757.920166
	Iteration 59Q: 3 clusters Score -434584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -434585.687500 Penalty: 2757.920166
	Iteration 60F: 3 clusters Score -434585.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -434587.156250 Penalty: 2757.920166
	Iteration 61Q: 3 clusters Score -434587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -434588.125000 Penalty: 2757.920166
	Iteration 62Q: 3 clusters Score -434588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -434589.000000 Penalty: 2757.920166
	Iteration 63Q: 3 clusters Score -434589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -434589.562500 Penalty: 2757.920166
	Iteration 64Q: 3 clusters Score -434589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -434589.843750 Penalty: 2757.920166
	Iteration 65Q: 3 clusters Score -434589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -434589.843750 Penalty: 2757.920166
	Iteration 66F: 3 clusters Score -434589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -167468.015625 Penalty: 1225.005493
	Iteration 0F: 2 clusters Score -167468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -165502.593750 Penalty: 2450.010986
	Iteration 0F: 3 clusters Score -165502.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -166055.531250 Penalty: 2450.010986
	Iteration 1F: 3 clusters Score -166055.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -166325.218750 Penalty: 2450.010986
	Iteration 2F: 3 clusters Score -166325.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -166570.453125 Penalty: 2450.010986
	Iteration 3F: 3 clusters Score -166570.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -166708.062500 Penalty: 2450.010986
	Iteration 4F: 3 clusters Score -166708.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -166757.984375 Penalty: 2450.010986
	Iteration 5Q: 3 clusters Score -166758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -166788.578125 Penalty: 2450.010986
	Iteration 6Q: 3 clusters Score -166788.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -166808.875000 Penalty: 2450.010986
	Iteration 7Q: 3 clusters Score -166808.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -166822.031250 Penalty: 2450.010986
	Iteration 8Q: 3 clusters Score -166822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -166829.156250 Penalty: 2450.010986
	Iteration 9Q: 3 clusters Score -166829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -166831.078125 Penalty: 2450.010986
	Iteration 10Q: 3 clusters Score -166831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -166834.578125 Penalty: 2450.010986
	Iteration 11Q: 3 clusters Score -166834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -166836.531250 Penalty: 2450.010986
	Iteration 12Q: 3 clusters Score -166836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -166836.781250 Penalty: 2450.010986
	Iteration 13Q: 3 clusters Score -166836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -166837.218750 Penalty: 2450.010986
	Iteration 14Q: 3 clusters Score -166837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -166837.218750 Penalty: 2450.010986
	Iteration 15F: 3 clusters Score -166837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Entering Unmasked Estep 
Score: -3454771.000000 Penalty: 1701.410889
	Iteration 0F: 2 clusters Score -3454771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3432474.500000 Penalty: 3402.821777
	Iteration 0F: 3 clusters Score -3432474 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3441466.250000 Penalty: 3402.821777
	Iteration 1F: 3 clusters Score -3441466 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3441809.000000 Penalty: 3402.821777
	Iteration 2Q: 3 clusters Score -3441809 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3442231.750000 Penalty: 3402.821777
	Iteration 3Q: 3 clusters Score -3442232 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3442798.500000 Penalty: 3402.821777
	Iteration 4Q: 3 clusters Score -3442798 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3443658.750000 Penalty: 3402.821777
	Iteration 5Q: 3 clusters Score -3443659 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3444985.500000 Penalty: 3402.821777
	Iteration 6F: 3 clusters Score -3444986 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3446695.000000 Penalty: 3402.821777
	Iteration 7F: 3 clusters Score -3446695 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3448502.000000 Penalty: 3402.821777
	Iteration 8F: 3 clusters Score -3448502 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3449989.500000 Penalty: 3402.821777
	Iteration 9F: 3 clusters Score -3449990 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3451177.500000 Penalty: 3402.821777
	Iteration 10Q: 3 clusters Score -3451178 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3452061.250000 Penalty: 3402.821777
	Iteration 11Q: 3 clusters Score -3452061 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3452674.500000 Penalty: 3402.821777
	Iteration 12Q: 3 clusters Score -3452674 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3453062.250000 Penalty: 3402.821777
	Iteration 13Q: 3 clusters Score -3453062 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3453350.750000 Penalty: 3402.821777
	Iteration 14Q: 3 clusters Score -3453351 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3453534.750000 Penalty: 3402.821777
	Iteration 15Q: 3 clusters Score -3453535 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3453648.750000 Penalty: 3402.821777
	Iteration 16Q: 3 clusters Score -3453649 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3453661.000000 Penalty: 3402.821777
	Iteration 17Q: 3 clusters Score -3453661 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3453682.250000 Penalty: 3402.821777
	Iteration 18Q: 3 clusters Score -3453682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3453706.250000 Penalty: 3402.821777
	Iteration 19Q: 3 clusters Score -3453706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3453704.750000 Penalty: 3402.821777
	Iteration 20F: 3 clusters Score -3453705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3453713.500000 Penalty: 3402.821777
	Iteration 21Q: 3 clusters Score -3453714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3453702.750000 Penalty: 3402.821777
	Iteration 22Q: 3 clusters Score -3453703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3453710.000000 Penalty: 3402.821777
	Iteration 23Q: 3 clusters Score -3453710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3453698.250000 Penalty: 3402.821777
	Iteration 24Q: 3 clusters Score -3453698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3453695.250000 Penalty: 3402.821777
	Iteration 25Q: 3 clusters Score -3453695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3453695.500000 Penalty: 3402.821777
	Iteration 26Q: 3 clusters Score -3453696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3453695.250000 Penalty: 3402.821777
	Iteration 27Q: 3 clusters Score -3453695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3453688.250000 Penalty: 3402.821777
	Iteration 28Q: 3 clusters Score -3453688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3453686.500000 Penalty: 3402.821777
	Iteration 29Q: 3 clusters Score -3453686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3453696.250000 Penalty: 3402.821777
	Iteration 30Q: 3 clusters Score -3453696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3453691.750000 Penalty: 3402.821777
	Iteration 31Q: 3 clusters Score -3453692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3453694.250000 Penalty: 3402.821777
	Iteration 32Q: 3 clusters Score -3453694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3453694.750000 Penalty: 3402.821777
	Iteration 33Q: 3 clusters Score -3453695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3453691.500000 Penalty: 3402.821777
	Iteration 34Q: 3 clusters Score -3453692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3453695.750000 Penalty: 3402.821777
	Iteration 35Q: 3 clusters Score -3453696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3453699.500000 Penalty: 3402.821777
	Iteration 36Q: 3 clusters Score -3453700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3453700.000000 Penalty: 3402.821777
	Iteration 37Q: 3 clusters Score -3453700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3453697.750000 Penalty: 3402.821777
	Iteration 38Q: 3 clusters Score -3453698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3453704.250000 Penalty: 3402.821777
	Iteration 39Q: 3 clusters Score -3453704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3453708.500000 Penalty: 3402.821777
	Iteration 40F: 3 clusters Score -3453708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3453709.500000 Penalty: 3402.821777
	Iteration 41Q: 3 clusters Score -3453710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3453710.750000 Penalty: 3402.821777
	Iteration 42Q: 3 clusters Score -3453711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3453711.750000 Penalty: 3402.821777
	Iteration 43Q: 3 clusters Score -3453712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3453707.750000 Penalty: 3402.821777
	Iteration 44Q: 3 clusters Score -3453708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3453711.500000 Penalty: 3402.821777
	Iteration 45Q: 3 clusters Score -3453712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3453711.500000 Penalty: 3402.821777
	Iteration 46F: 3 clusters Score -3453712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -523750.812500 Penalty: 1400.474487
	Iteration 0F: 2 clusters Score -523750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -519381.468750 Penalty: 2800.948975
	Iteration 0F: 3 clusters Score -519381.5 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -520583.718750 Penalty: 2800.948975
	Iteration 1F: 3 clusters Score -520583.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -520780.218750 Penalty: 2800.948975
	Iteration 2F: 3 clusters Score -520780.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -520918.218750 Penalty: 2800.948975
	Iteration 3F: 3 clusters Score -520918.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -521006.843750 Penalty: 2800.948975
	Iteration 4Q: 3 clusters Score -521006.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -521072.312500 Penalty: 2800.948975
	Iteration 5Q: 3 clusters Score -521072.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -521114.656250 Penalty: 2800.948975
	Iteration 6Q: 3 clusters Score -521114.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -521141.562500 Penalty: 2800.948975
	Iteration 7Q: 3 clusters Score -521141.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -521159.531250 Penalty: 2800.948975
	Iteration 8Q: 3 clusters Score -521159.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -521176.437500 Penalty: 2800.948975
	Iteration 9Q: 3 clusters Score -521176.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -521197.562500 Penalty: 2800.948975
	Iteration 10Q: 3 clusters Score -521197.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -521216.281250 Penalty: 2800.948975
	Iteration 11Q: 3 clusters Score -521216.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -521237.343750 Penalty: 2800.948975
	Iteration 12Q: 3 clusters Score -521237.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -521260.781250 Penalty: 2800.948975
	Iteration 13Q: 3 clusters Score -521260.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -521287.343750 Penalty: 2800.948975
	Iteration 14Q: 3 clusters Score -521287.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -521316.250000 Penalty: 2800.948975
	Iteration 15Q: 3 clusters Score -521316.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -521340.593750 Penalty: 2800.948975
	Iteration 16Q: 3 clusters Score -521340.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -521367.593750 Penalty: 2800.948975
	Iteration 17Q: 3 clusters Score -521367.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -521396.406250 Penalty: 2800.948975
	Iteration 18Q: 3 clusters Score -521396.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -521444.125000 Penalty: 2800.948975
	Iteration 19Q: 3 clusters Score -521444.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -521503.125000 Penalty: 2800.948975
	Iteration 20F: 3 clusters Score -521503.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -521559.312500 Penalty: 2800.948975
	Iteration 21Q: 3 clusters Score -521559.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -521614.718750 Penalty: 2800.948975
	Iteration 22Q: 3 clusters Score -521614.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -521657.968750 Penalty: 2800.948975
	Iteration 23Q: 3 clusters Score -521658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -521704.312500 Penalty: 2800.948975
	Iteration 24Q: 3 clusters Score -521704.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -521750.312500 Penalty: 2800.948975
	Iteration 25Q: 3 clusters Score -521750.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -521780.718750 Penalty: 2800.948975
	Iteration 26Q: 3 clusters Score -521780.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -521813.718750 Penalty: 2800.948975
	Iteration 27Q: 3 clusters Score -521813.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -521847.250000 Penalty: 2800.948975
	Iteration 28Q: 3 clusters Score -521847.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -521876.000000 Penalty: 2800.948975
	Iteration 29Q: 3 clusters Score -521876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -521902.125000 Penalty: 2800.948975
	Iteration 30Q: 3 clusters Score -521902.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -521923.750000 Penalty: 2800.948975
	Iteration 31Q: 3 clusters Score -521923.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -521952.531250 Penalty: 2800.948975
	Iteration 32Q: 3 clusters Score -521952.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -521980.750000 Penalty: 2800.948975
	Iteration 33Q: 3 clusters Score -521980.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -522002.000000 Penalty: 2800.948975
	Iteration 34Q: 3 clusters Score -522002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -522023.343750 Penalty: 2800.948975
	Iteration 35Q: 3 clusters Score -522023.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -522047.531250 Penalty: 2800.948975
	Iteration 36Q: 3 clusters Score -522047.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -522072.687500 Penalty: 2800.948975
	Iteration 37Q: 3 clusters Score -522072.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -522098.281250 Penalty: 2800.948975
	Iteration 38Q: 3 clusters Score -522098.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -522120.750000 Penalty: 2800.948975
	Iteration 39Q: 3 clusters Score -522120.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -522136.031250 Penalty: 2800.948975
	Iteration 40F: 3 clusters Score -522136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -522148.468750 Penalty: 2800.948975
	Iteration 41Q: 3 clusters Score -522148.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -522158.000000 Penalty: 2800.948975
	Iteration 42Q: 3 clusters Score -522158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -522169.343750 Penalty: 2800.948975
	Iteration 43Q: 3 clusters Score -522169.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -522179.656250 Penalty: 2800.948975
	Iteration 44Q: 3 clusters Score -522179.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -522188.062500 Penalty: 2800.948975
	Iteration 45Q: 3 clusters Score -522188.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -522194.218750 Penalty: 2800.948975
	Iteration 46Q: 3 clusters Score -522194.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -522199.687500 Penalty: 2800.948975
	Iteration 47Q: 3 clusters Score -522199.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -522208.062500 Penalty: 2800.948975
	Iteration 48Q: 3 clusters Score -522208.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -522217.062500 Penalty: 2800.948975
	Iteration 49Q: 3 clusters Score -522217.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -522223.968750 Penalty: 2800.948975
	Iteration 50Q: 3 clusters Score -522224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -522231.062500 Penalty: 2800.948975
	Iteration 51Q: 3 clusters Score -522231.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -522237.656250 Penalty: 2800.948975
	Iteration 52Q: 3 clusters Score -522237.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -522244.906250 Penalty: 2800.948975
	Iteration 53Q: 3 clusters Score -522244.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -522252.000000 Penalty: 2800.948975
	Iteration 54Q: 3 clusters Score -522252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -522261.250000 Penalty: 2800.948975
	Iteration 55Q: 3 clusters Score -522261.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -522270.812500 Penalty: 2800.948975
	Iteration 56Q: 3 clusters Score -522270.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -522281.125000 Penalty: 2800.948975
	Iteration 57Q: 3 clusters Score -522281.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -522291.781250 Penalty: 2800.948975
	Iteration 58Q: 3 clusters Score -522291.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -522302.781250 Penalty: 2800.948975
	Iteration 59Q: 3 clusters Score -522302.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -522312.656250 Penalty: 2800.948975
	Iteration 60F: 3 clusters Score -522312.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -522323.531250 Penalty: 2800.948975
	Iteration 61Q: 3 clusters Score -522323.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -522333.250000 Penalty: 2800.948975
	Iteration 62Q: 3 clusters Score -522333.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -522346.656250 Penalty: 2800.948975
	Iteration 63Q: 3 clusters Score -522346.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -522356.593750 Penalty: 2800.948975
	Iteration 64Q: 3 clusters Score -522356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -522362.593750 Penalty: 2800.948975
	Iteration 65Q: 3 clusters Score -522362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -522366.906250 Penalty: 2800.948975
	Iteration 66Q: 3 clusters Score -522366.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -522372.062500 Penalty: 2800.948975
	Iteration 67Q: 3 clusters Score -522372.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -522376.468750 Penalty: 2800.948975
	Iteration 68Q: 3 clusters Score -522376.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -522382.468750 Penalty: 2800.948975
	Iteration 69Q: 3 clusters Score -522382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -522389.718750 Penalty: 2800.948975
	Iteration 70Q: 3 clusters Score -522389.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -522398.281250 Penalty: 2800.948975
	Iteration 71Q: 3 clusters Score -522398.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -522404.968750 Penalty: 2800.948975
	Iteration 72Q: 3 clusters Score -522405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -522412.062500 Penalty: 2800.948975
	Iteration 73Q: 3 clusters Score -522412.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -522420.593750 Penalty: 2800.948975
	Iteration 74Q: 3 clusters Score -522420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -522426.406250 Penalty: 2800.948975
	Iteration 75Q: 3 clusters Score -522426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -522434.187500 Penalty: 2800.948975
	Iteration 76Q: 3 clusters Score -522434.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -522442.125000 Penalty: 2800.948975
	Iteration 77Q: 3 clusters Score -522442.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -522451.687500 Penalty: 2800.948975
	Iteration 78Q: 3 clusters Score -522451.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -522458.375000 Penalty: 2800.948975
	Iteration 79Q: 3 clusters Score -522458.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -522465.781250 Penalty: 2800.948975
	Iteration 80F: 3 clusters Score -522465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -522472.156250 Penalty: 2800.948975
	Iteration 81Q: 3 clusters Score -522472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -522475.812500 Penalty: 2800.948975
	Iteration 82Q: 3 clusters Score -522475.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -522478.906250 Penalty: 2800.948975
	Iteration 83Q: 3 clusters Score -522478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -522482.250000 Penalty: 2800.948975
	Iteration 84Q: 3 clusters Score -522482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -522485.281250 Penalty: 2800.948975
	Iteration 85Q: 3 clusters Score -522485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -522488.062500 Penalty: 2800.948975
	Iteration 86Q: 3 clusters Score -522488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -522490.750000 Penalty: 2800.948975
	Iteration 87Q: 3 clusters Score -522490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -522491.687500 Penalty: 2800.948975
	Iteration 88Q: 3 clusters Score -522491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -522491.718750 Penalty: 2800.948975
	Iteration 89Q: 3 clusters Score -522491.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -522491.718750 Penalty: 2800.948975
	Iteration 90F: 3 clusters Score -522491.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -239932.718750 Penalty: 1279.088013
	Iteration 0F: 2 clusters Score -239932.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -237462.921875 Penalty: 2558.176025
	Iteration 0F: 3 clusters Score -237462.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -238097.859375 Penalty: 2558.176025
	Iteration 1F: 3 clusters Score -238097.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -238243.187500 Penalty: 2558.176025
	Iteration 2F: 3 clusters Score -238243.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -238334.203125 Penalty: 2558.176025
	Iteration 3Q: 3 clusters Score -238334.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -238386.625000 Penalty: 2558.176025
	Iteration 4Q: 3 clusters Score -238386.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -238432.750000 Penalty: 2558.176025
	Iteration 5Q: 3 clusters Score -238432.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -238475.640625 Penalty: 2558.176025
	Iteration 6Q: 3 clusters Score -238475.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -238505.968750 Penalty: 2558.176025
	Iteration 7Q: 3 clusters Score -238506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -238530.828125 Penalty: 2558.176025
	Iteration 8Q: 3 clusters Score -238530.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -238560.265625 Penalty: 2558.176025
	Iteration 9Q: 3 clusters Score -238560.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -238585.078125 Penalty: 2558.176025
	Iteration 10Q: 3 clusters Score -238585.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -238609.515625 Penalty: 2558.176025
	Iteration 11Q: 3 clusters Score -238609.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -238630.359375 Penalty: 2558.176025
	Iteration 12Q: 3 clusters Score -238630.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -238647.421875 Penalty: 2558.176025
	Iteration 13Q: 3 clusters Score -238647.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -238660.921875 Penalty: 2558.176025
	Iteration 14Q: 3 clusters Score -238660.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -238675.875000 Penalty: 2558.176025
	Iteration 15Q: 3 clusters Score -238675.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -238693.343750 Penalty: 2558.176025
	Iteration 16Q: 3 clusters Score -238693.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -238706.531250 Penalty: 2558.176025
	Iteration 17Q: 3 clusters Score -238706.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -238719.531250 Penalty: 2558.176025
	Iteration 18Q: 3 clusters Score -238719.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -238729.484375 Penalty: 2558.176025
	Iteration 19Q: 3 clusters Score -238729.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -238737.656250 Penalty: 2558.176025
	Iteration 20F: 3 clusters Score -238737.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -238741.968750 Penalty: 2558.176025
	Iteration 21Q: 3 clusters Score -238742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -238747.453125 Penalty: 2558.176025
	Iteration 22Q: 3 clusters Score -238747.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -238754.484375 Penalty: 2558.176025
	Iteration 23Q: 3 clusters Score -238754.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -238762.140625 Penalty: 2558.176025
	Iteration 24Q: 3 clusters Score -238762.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -238770.593750 Penalty: 2558.176025
	Iteration 25Q: 3 clusters Score -238770.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -238778.796875 Penalty: 2558.176025
	Iteration 26Q: 3 clusters Score -238778.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -238787.562500 Penalty: 2558.176025
	Iteration 27Q: 3 clusters Score -238787.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238796.234375 Penalty: 2558.176025
	Iteration 28Q: 3 clusters Score -238796.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -238803.296875 Penalty: 2558.176025
	Iteration 29Q: 3 clusters Score -238803.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -238808.750000 Penalty: 2558.176025
	Iteration 30Q: 3 clusters Score -238808.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238815.625000 Penalty: 2558.176025
	Iteration 31Q: 3 clusters Score -238815.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -238818.125000 Penalty: 2558.176025
	Iteration 32Q: 3 clusters Score -238818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -238820.265625 Penalty: 2558.176025
	Iteration 33Q: 3 clusters Score -238820.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -238821.468750 Penalty: 2558.176025
	Iteration 34Q: 3 clusters Score -238821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -238823.015625 Penalty: 2558.176025
	Iteration 35Q: 3 clusters Score -238823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238823.796875 Penalty: 2558.176025
	Iteration 36Q: 3 clusters Score -238823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -238824.109375 Penalty: 2558.176025
	Iteration 37Q: 3 clusters Score -238824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -238824.734375 Penalty: 2558.176025
	Iteration 38Q: 3 clusters Score -238824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -238825.062500 Penalty: 2558.176025
	Iteration 39Q: 3 clusters Score -238825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -238826.093750 Penalty: 2558.176025
	Iteration 40F: 3 clusters Score -238826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -238827.093750 Penalty: 2558.176025
	Iteration 41Q: 3 clusters Score -238827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238827.703125 Penalty: 2558.176025
	Iteration 42Q: 3 clusters Score -238827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -238828.140625 Penalty: 2558.176025
	Iteration 43Q: 3 clusters Score -238828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -238829.328125 Penalty: 2558.176025
	Iteration 44Q: 3 clusters Score -238829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -238830.687500 Penalty: 2558.176025
	Iteration 45Q: 3 clusters Score -238830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -238832.203125 Penalty: 2558.176025
	Iteration 46Q: 3 clusters Score -238832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -238833.812500 Penalty: 2558.176025
	Iteration 47Q: 3 clusters Score -238833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -238834.484375 Penalty: 2558.176025
	Iteration 48Q: 3 clusters Score -238834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -238834.562500 Penalty: 2558.176025
	Iteration 49Q: 3 clusters Score -238834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -238834.937500 Penalty: 2558.176025
	Iteration 50Q: 3 clusters Score -238834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -238834.937500 Penalty: 2558.176025
	Iteration 51F: 3 clusters Score -238834.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Entering Unmasked Estep 
Score: -564132.187500 Penalty: 1418.000366
	Iteration 0F: 2 clusters Score -564132.2 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 3072 members 
Entering Unmasked Estep 
Score: -559438.812500 Penalty: 2836.000732
	Iteration 0F: 3 clusters Score -559438.8 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -560935.500000 Penalty: 2836.000732
	Iteration 1F: 3 clusters Score -560935.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -561215.375000 Penalty: 2836.000732
	Iteration 2F: 3 clusters Score -561215.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -561416.625000 Penalty: 2836.000732
	Iteration 3F: 3 clusters Score -561416.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -561605.312500 Penalty: 2836.000732
	Iteration 4F: 3 clusters Score -561605.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -561785.937500 Penalty: 2836.000732
	Iteration 5Q: 3 clusters Score -561785.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -561961.687500 Penalty: 2836.000732
	Iteration 6Q: 3 clusters Score -561961.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -562098.687500 Penalty: 2836.000732
	Iteration 7Q: 3 clusters Score -562098.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -562220.437500 Penalty: 2836.000732
	Iteration 8Q: 3 clusters Score -562220.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -562334.312500 Penalty: 2836.000732
	Iteration 9Q: 3 clusters Score -562334.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -562417.687500 Penalty: 2836.000732
	Iteration 10Q: 3 clusters Score -562417.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -562510.250000 Penalty: 2836.000732
	Iteration 11Q: 3 clusters Score -562510.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -562591.750000 Penalty: 2836.000732
	Iteration 12Q: 3 clusters Score -562591.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -562671.312500 Penalty: 2836.000732
	Iteration 13Q: 3 clusters Score -562671.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -562742.375000 Penalty: 2836.000732
	Iteration 14Q: 3 clusters Score -562742.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -562814.562500 Penalty: 2836.000732
	Iteration 15Q: 3 clusters Score -562814.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -562884.062500 Penalty: 2836.000732
	Iteration 16Q: 3 clusters Score -562884.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -562940.312500 Penalty: 2836.000732
	Iteration 17Q: 3 clusters Score -562940.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -562987.187500 Penalty: 2836.000732
	Iteration 18Q: 3 clusters Score -562987.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -563028.437500 Penalty: 2836.000732
	Iteration 19Q: 3 clusters Score -563028.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -563073.875000 Penalty: 2836.000732
	Iteration 20F: 3 clusters Score -563073.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -563116.375000 Penalty: 2836.000732
	Iteration 21Q: 3 clusters Score -563116.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -563145.687500 Penalty: 2836.000732
	Iteration 22Q: 3 clusters Score -563145.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -563167.187500 Penalty: 2836.000732
	Iteration 23Q: 3 clusters Score -563167.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -563186.000000 Penalty: 2836.000732
	Iteration 24Q: 3 clusters Score -563186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -563208.062500 Penalty: 2836.000732
	Iteration 25Q: 3 clusters Score -563208.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -563229.812500 Penalty: 2836.000732
	Iteration 26Q: 3 clusters Score -563229.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -563256.062500 Penalty: 2836.000732
	Iteration 27Q: 3 clusters Score -563256.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -563287.062500 Penalty: 2836.000732
	Iteration 28Q: 3 clusters Score -563287.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -563313.875000 Penalty: 2836.000732
	Iteration 29Q: 3 clusters Score -563313.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -563337.187500 Penalty: 2836.000732
	Iteration 30Q: 3 clusters Score -563337.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -563353.750000 Penalty: 2836.000732
	Iteration 31Q: 3 clusters Score -563353.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -563369.812500 Penalty: 2836.000732
	Iteration 32Q: 3 clusters Score -563369.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -563379.562500 Penalty: 2836.000732
	Iteration 33Q: 3 clusters Score -563379.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -563388.125000 Penalty: 2836.000732
	Iteration 34Q: 3 clusters Score -563388.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -563392.875000 Penalty: 2836.000732
	Iteration 35Q: 3 clusters Score -563392.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -563397.000000 Penalty: 2836.000732
	Iteration 36Q: 3 clusters Score -563397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -563399.562500 Penalty: 2836.000732
	Iteration 37Q: 3 clusters Score -563399.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -563400.812500 Penalty: 2836.000732
	Iteration 38Q: 3 clusters Score -563400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -563404.375000 Penalty: 2836.000732
	Iteration 39Q: 3 clusters Score -563404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -563403.937500 Penalty: 2836.000732
	Iteration 40F: 3 clusters Score -563403.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -563405.375000 Penalty: 2836.000732
	Iteration 41Q: 3 clusters Score -563405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -563406.625000 Penalty: 2836.000732
	Iteration 42Q: 3 clusters Score -563406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -563408.750000 Penalty: 2836.000732
	Iteration 43Q: 3 clusters Score -563408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -563410.562500 Penalty: 2836.000732
	Iteration 44Q: 3 clusters Score -563410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -563411.000000 Penalty: 2836.000732
	Iteration 45Q: 3 clusters Score -563411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -563411.687500 Penalty: 2836.000732
	Iteration 46Q: 3 clusters Score -563411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -563413.125000 Penalty: 2836.000732
	Iteration 47Q: 3 clusters Score -563413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -563414.187500 Penalty: 2836.000732
	Iteration 48Q: 3 clusters Score -563414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -563413.937500 Penalty: 2836.000732
	Iteration 49Q: 3 clusters Score -563413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -563415.000000 Penalty: 2836.000732
	Iteration 50Q: 3 clusters Score -563415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -563416.937500 Penalty: 2836.000732
	Iteration 51Q: 3 clusters Score -563416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -563417.562500 Penalty: 2836.000732
	Iteration 52Q: 3 clusters Score -563417.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -563418.125000 Penalty: 2836.000732
	Iteration 53Q: 3 clusters Score -563418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -563418.875000 Penalty: 2836.000732
	Iteration 54Q: 3 clusters Score -563418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -563419.062500 Penalty: 2836.000732
	Iteration 55Q: 3 clusters Score -563419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -563418.937500 Penalty: 2836.000732
	Iteration 56Q: 3 clusters Score -563418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -563419.625000 Penalty: 2836.000732
	Iteration 57Q: 3 clusters Score -563419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -563419.437500 Penalty: 2836.000732
	Iteration 58Q: 3 clusters Score -563419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -563419.125000 Penalty: 2836.000732
	Iteration 59Q: 3 clusters Score -563419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -563419.125000 Penalty: 2836.000732
	Iteration 60F: 3 clusters Score -563419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -888458.562500 Penalty: 1487.814087
	Iteration 0F: 2 clusters Score -888458.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -881562.937500 Penalty: 2975.628174
	Iteration 0F: 3 clusters Score -881562.9 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -883831.812500 Penalty: 2975.628174
	Iteration 1F: 3 clusters Score -883831.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -884099.062500 Penalty: 2975.628174
	Iteration 2F: 3 clusters Score -884099.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -884283.812500 Penalty: 2975.628174
	Iteration 3F: 3 clusters Score -884283.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -884413.937500 Penalty: 2975.628174
	Iteration 4Q: 3 clusters Score -884413.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -884535.312500 Penalty: 2975.628174
	Iteration 5Q: 3 clusters Score -884535.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -884648.125000 Penalty: 2975.628174
	Iteration 6Q: 3 clusters Score -884648.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -884776.187500 Penalty: 2975.628174
	Iteration 7Q: 3 clusters Score -884776.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -884930.625000 Penalty: 2975.628174
	Iteration 8Q: 3 clusters Score -884930.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -885114.500000 Penalty: 2975.628174
	Iteration 9Q: 3 clusters Score -885114.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -885359.000000 Penalty: 2975.628174
	Iteration 10Q: 3 clusters Score -885359 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -885639.062500 Penalty: 2975.628174
	Iteration 11Q: 3 clusters Score -885639.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -885914.875000 Penalty: 2975.628174
	Iteration 12Q: 3 clusters Score -885914.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -886177.000000 Penalty: 2975.628174
	Iteration 13Q: 3 clusters Score -886177 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -886391.187500 Penalty: 2975.628174
	Iteration 14Q: 3 clusters Score -886391.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -886567.687500 Penalty: 2975.628174
	Iteration 15Q: 3 clusters Score -886567.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -886711.312500 Penalty: 2975.628174
	Iteration 16Q: 3 clusters Score -886711.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -886802.125000 Penalty: 2975.628174
	Iteration 17Q: 3 clusters Score -886802.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -886866.937500 Penalty: 2975.628174
	Iteration 18Q: 3 clusters Score -886866.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -886919.312500 Penalty: 2975.628174
	Iteration 19Q: 3 clusters Score -886919.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -886958.250000 Penalty: 2975.628174
	Iteration 20F: 3 clusters Score -886958.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -887004.125000 Penalty: 2975.628174
	Iteration 21Q: 3 clusters Score -887004.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -887033.875000 Penalty: 2975.628174
	Iteration 22Q: 3 clusters Score -887033.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -887061.375000 Penalty: 2975.628174
	Iteration 23Q: 3 clusters Score -887061.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -887096.500000 Penalty: 2975.628174
	Iteration 24Q: 3 clusters Score -887096.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -887137.812500 Penalty: 2975.628174
	Iteration 25Q: 3 clusters Score -887137.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -887169.500000 Penalty: 2975.628174
	Iteration 26Q: 3 clusters Score -887169.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -887187.000000 Penalty: 2975.628174
	Iteration 27Q: 3 clusters Score -887187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -887202.312500 Penalty: 2975.628174
	Iteration 28Q: 3 clusters Score -887202.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -887220.625000 Penalty: 2975.628174
	Iteration 29Q: 3 clusters Score -887220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -887227.875000 Penalty: 2975.628174
	Iteration 30Q: 3 clusters Score -887227.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -887238.250000 Penalty: 2975.628174
	Iteration 31Q: 3 clusters Score -887238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -887245.250000 Penalty: 2975.628174
	Iteration 32Q: 3 clusters Score -887245.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -887255.437500 Penalty: 2975.628174
	Iteration 33Q: 3 clusters Score -887255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -887271.187500 Penalty: 2975.628174
	Iteration 34Q: 3 clusters Score -887271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -887286.812500 Penalty: 2975.628174
	Iteration 35Q: 3 clusters Score -887286.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -887295.250000 Penalty: 2975.628174
	Iteration 36Q: 3 clusters Score -887295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -887301.250000 Penalty: 2975.628174
	Iteration 37Q: 3 clusters Score -887301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -887308.937500 Penalty: 2975.628174
	Iteration 38Q: 3 clusters Score -887308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -887313.625000 Penalty: 2975.628174
	Iteration 39Q: 3 clusters Score -887313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -887314.250000 Penalty: 2975.628174
	Iteration 40F: 3 clusters Score -887314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -887314.000000 Penalty: 2975.628174
	Iteration 41Q: 3 clusters Score -887314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -887314.000000 Penalty: 2975.628174
	Iteration 42F: 3 clusters Score -887314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Entering Unmasked Estep 
Score: -4728286.000000 Penalty: 1753.133667
	Iteration 0F: 2 clusters Score -4728286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4709528.000000 Penalty: 3506.267334
	Iteration 0F: 3 clusters Score -4709528 nChanged 22771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4722187.000000 Penalty: 3506.267334
	Iteration 1F: 3 clusters Score -4722187 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -4722560.500000 Penalty: 3506.267334
	Iteration 2Q: 3 clusters Score -4722560 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -4722883.000000 Penalty: 3506.267334
	Iteration 3Q: 3 clusters Score -4722883 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -4723190.500000 Penalty: 3506.267334
	Iteration 4Q: 3 clusters Score -4723190 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -4723438.000000 Penalty: 3506.267334
	Iteration 5Q: 3 clusters Score -4723438 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -4723745.500000 Penalty: 3506.267334
	Iteration 6Q: 3 clusters Score -4723746 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -4724114.000000 Penalty: 3506.267334
	Iteration 7Q: 3 clusters Score -4724114 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4724573.500000 Penalty: 3506.267334
	Iteration 8Q: 3 clusters Score -4724574 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4725209.000000 Penalty: 3506.267334
	Iteration 9Q: 3 clusters Score -4725209 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -4726311.000000 Penalty: 3506.267334
	Iteration 10F: 3 clusters Score -4726311 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4726747.000000 Penalty: 3506.267334
	Iteration 11F: 3 clusters Score -4726747 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4726483.500000 Penalty: 3506.267334
	Iteration 12Q: 3 clusters Score -4726484 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4726368.000000 Penalty: 3506.267334
	Iteration 13Q: 3 clusters Score -4726368 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4726460.000000 Penalty: 3506.267334
	Iteration 14Q: 3 clusters Score -4726460 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -4726725.000000 Penalty: 3506.267334
	Iteration 15Q: 3 clusters Score -4726725 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -4727133.000000 Penalty: 3506.267334
	Iteration 16Q: 3 clusters Score -4727133 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -4727549.500000 Penalty: 3506.267334
	Iteration 17Q: 3 clusters Score -4727550 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4727965.500000 Penalty: 3506.267334
	Iteration 18Q: 3 clusters Score -4727966 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -4728334.500000 Penalty: 3506.267334
	Iteration 19Q: 3 clusters Score -4728334 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4728654.000000 Penalty: 3506.267334
	Iteration 20F: 3 clusters Score -4728654 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4728974.500000 Penalty: 3506.267334
	Iteration 21Q: 3 clusters Score -4728974 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -4729240.500000 Penalty: 3506.267334
	Iteration 22Q: 3 clusters Score -4729240 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -4729525.500000 Penalty: 3506.267334
	Iteration 23Q: 3 clusters Score -4729526 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -4729769.500000 Penalty: 3506.267334
	Iteration 24Q: 3 clusters Score -4729770 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4729966.000000 Penalty: 3506.267334
	Iteration 25Q: 3 clusters Score -4729966 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4730165.000000 Penalty: 3506.267334
	Iteration 26Q: 3 clusters Score -4730165 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4730345.500000 Penalty: 3506.267334
	Iteration 27Q: 3 clusters Score -4730346 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4730493.500000 Penalty: 3506.267334
	Iteration 28Q: 3 clusters Score -4730494 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -4730653.500000 Penalty: 3506.267334
	Iteration 29Q: 3 clusters Score -4730654 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4730721.000000 Penalty: 3506.267334
	Iteration 30Q: 3 clusters Score -4730721 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4730840.500000 Penalty: 3506.267334
	Iteration 31Q: 3 clusters Score -4730840 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4731010.500000 Penalty: 3506.267334
	Iteration 32Q: 3 clusters Score -4731010 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4731184.500000 Penalty: 3506.267334
	Iteration 33Q: 3 clusters Score -4731184 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4731329.500000 Penalty: 3506.267334
	Iteration 34Q: 3 clusters Score -4731330 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4731468.000000 Penalty: 3506.267334
	Iteration 35Q: 3 clusters Score -4731468 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4731610.500000 Penalty: 3506.267334
	Iteration 36Q: 3 clusters Score -4731610 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4731726.500000 Penalty: 3506.267334
	Iteration 37Q: 3 clusters Score -4731726 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -4731846.500000 Penalty: 3506.267334
	Iteration 38Q: 3 clusters Score -4731846 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4731919.500000 Penalty: 3506.267334
	Iteration 39Q: 3 clusters Score -4731920 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4732011.000000 Penalty: 3506.267334
	Iteration 40F: 3 clusters Score -4732011 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4732126.500000 Penalty: 3506.267334
	Iteration 41Q: 3 clusters Score -4732126 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4732210.500000 Penalty: 3506.267334
	Iteration 42Q: 3 clusters Score -4732210 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4732274.500000 Penalty: 3506.267334
	Iteration 43Q: 3 clusters Score -4732274 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4732377.500000 Penalty: 3506.267334
	Iteration 44Q: 3 clusters Score -4732378 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4732462.500000 Penalty: 3506.267334
	Iteration 45Q: 3 clusters Score -4732462 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4732554.000000 Penalty: 3506.267334
	Iteration 46Q: 3 clusters Score -4732554 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4732583.000000 Penalty: 3506.267334
	Iteration 47Q: 3 clusters Score -4732583 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4732633.000000 Penalty: 3506.267334
	Iteration 48Q: 3 clusters Score -4732633 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -4732699.500000 Penalty: 3506.267334
	Iteration 49Q: 3 clusters Score -4732700 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4732710.000000 Penalty: 3506.267334
	Iteration 50Q: 3 clusters Score -4732710 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4732732.000000 Penalty: 3506.267334
	Iteration 51Q: 3 clusters Score -4732732 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -4732760.500000 Penalty: 3506.267334
	Iteration 52Q: 3 clusters Score -4732760 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -4732798.500000 Penalty: 3506.267334
	Iteration 53Q: 3 clusters Score -4732798 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -4732828.000000 Penalty: 3506.267334
	Iteration 54Q: 3 clusters Score -4732828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4732862.500000 Penalty: 3506.267334
	Iteration 55Q: 3 clusters Score -4732862 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4732876.000000 Penalty: 3506.267334
	Iteration 56Q: 3 clusters Score -4732876 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -4732901.000000 Penalty: 3506.267334
	Iteration 57Q: 3 clusters Score -4732901 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4732941.000000 Penalty: 3506.267334
	Iteration 58Q: 3 clusters Score -4732941 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -4732949.000000 Penalty: 3506.267334
	Iteration 59Q: 3 clusters Score -4732949 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4732965.500000 Penalty: 3506.267334
	Iteration 60F: 3 clusters Score -4732966 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -4732993.000000 Penalty: 3506.267334
	Iteration 61Q: 3 clusters Score -4732993 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4733011.000000 Penalty: 3506.267334
	Iteration 62Q: 3 clusters Score -4733011 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -4733034.500000 Penalty: 3506.267334
	Iteration 63Q: 3 clusters Score -4733034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4733054.000000 Penalty: 3506.267334
	Iteration 64Q: 3 clusters Score -4733054 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4733073.000000 Penalty: 3506.267334
	Iteration 65Q: 3 clusters Score -4733073 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4733105.500000 Penalty: 3506.267334
	Iteration 66Q: 3 clusters Score -4733106 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -4733118.000000 Penalty: 3506.267334
	Iteration 67Q: 3 clusters Score -4733118 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -4733123.000000 Penalty: 3506.267334
	Iteration 68Q: 3 clusters Score -4733123 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4733144.000000 Penalty: 3506.267334
	Iteration 69Q: 3 clusters Score -4733144 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4733135.000000 Penalty: 3506.267334
	Iteration 70Q: 3 clusters Score -4733135 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4733163.000000 Penalty: 3506.267334
	Iteration 71Q: 3 clusters Score -4733163 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4733163.500000 Penalty: 3506.267334
	Iteration 72Q: 3 clusters Score -4733164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4733176.000000 Penalty: 3506.267334
	Iteration 73Q: 3 clusters Score -4733176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4733181.500000 Penalty: 3506.267334
	Iteration 74Q: 3 clusters Score -4733182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4733163.500000 Penalty: 3506.267334
	Iteration 75Q: 3 clusters Score -4733164 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4733152.000000 Penalty: 3506.267334
	Iteration 76Q: 3 clusters Score -4733152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4733152.000000 Penalty: 3506.267334
	Iteration 77Q: 3 clusters Score -4733152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4733147.500000 Penalty: 3506.267334
	Iteration 78Q: 3 clusters Score -4733148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4733154.000000 Penalty: 3506.267334
	Iteration 79Q: 3 clusters Score -4733154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4733160.500000 Penalty: 3506.267334
	Iteration 80F: 3 clusters Score -4733160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -4733158.000000 Penalty: 3506.267334
	Iteration 81Q: 3 clusters Score -4733158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4733159.500000 Penalty: 3506.267334
	Iteration 82Q: 3 clusters Score -4733160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4733171.500000 Penalty: 3506.267334
	Iteration 83Q: 3 clusters Score -4733172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4733188.500000 Penalty: 3506.267334
	Iteration 84Q: 3 clusters Score -4733188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4733194.500000 Penalty: 3506.267334
	Iteration 85Q: 3 clusters Score -4733194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4733204.000000 Penalty: 3506.267334
	Iteration 86Q: 3 clusters Score -4733204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -4733220.000000 Penalty: 3506.267334
	Iteration 87Q: 3 clusters Score -4733220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4733219.500000 Penalty: 3506.267334
	Iteration 88Q: 3 clusters Score -4733220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4733223.500000 Penalty: 3506.267334
	Iteration 89Q: 3 clusters Score -4733224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4733232.500000 Penalty: 3506.267334
	Iteration 90Q: 3 clusters Score -4733232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -4733232.000000 Penalty: 3506.267334
	Iteration 91Q: 3 clusters Score -4733232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4733235.000000 Penalty: 3506.267334
	Iteration 92Q: 3 clusters Score -4733235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4733249.500000 Penalty: 3506.267334
	Iteration 93Q: 3 clusters Score -4733250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4733251.000000 Penalty: 3506.267334
	Iteration 94Q: 3 clusters Score -4733251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4733248.000000 Penalty: 3506.267334
	Iteration 95Q: 3 clusters Score -4733248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4733256.500000 Penalty: 3506.267334
	Iteration 96Q: 3 clusters Score -4733256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4733258.500000 Penalty: 3506.267334
	Iteration 97Q: 3 clusters Score -4733258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4733258.000000 Penalty: 3506.267334
	Iteration 98Q: 3 clusters Score -4733258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4733251.500000 Penalty: 3506.267334
	Iteration 99Q: 3 clusters Score -4733252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4733254.000000 Penalty: 3506.267334
	Iteration 100F: 3 clusters Score -4733254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4733247.500000 Penalty: 3506.267334
	Iteration 101Q: 3 clusters Score -4733248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4733249.500000 Penalty: 3506.267334
	Iteration 102Q: 3 clusters Score -4733250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4733248.000000 Penalty: 3506.267334
	Iteration 103Q: 3 clusters Score -4733248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4733245.500000 Penalty: 3506.267334
	Iteration 104Q: 3 clusters Score -4733246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4733231.000000 Penalty: 3506.267334
	Iteration 105Q: 3 clusters Score -4733231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4733232.000000 Penalty: 3506.267334
	Iteration 106Q: 3 clusters Score -4733232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4733239.500000 Penalty: 3506.267334
	Iteration 107Q: 3 clusters Score -4733240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4733239.500000 Penalty: 3506.267334
	Iteration 108Q: 3 clusters Score -4733240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4733235.500000 Penalty: 3506.267334
	Iteration 109Q: 3 clusters Score -4733236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4733233.000000 Penalty: 3506.267334
	Iteration 110Q: 3 clusters Score -4733233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4733238.500000 Penalty: 3506.267334
	Iteration 111Q: 3 clusters Score -4733238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4733234.500000 Penalty: 3506.267334
	Iteration 112Q: 3 clusters Score -4733234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4733228.500000 Penalty: 3506.267334
	Iteration 113Q: 3 clusters Score -4733228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4733215.000000 Penalty: 3506.267334
	Iteration 114Q: 3 clusters Score -4733215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4733218.000000 Penalty: 3506.267334
	Iteration 115Q: 3 clusters Score -4733218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4733221.500000 Penalty: 3506.267334
	Iteration 116Q: 3 clusters Score -4733222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4733229.500000 Penalty: 3506.267334
	Iteration 117Q: 3 clusters Score -4733230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4733225.000000 Penalty: 3506.267334
	Iteration 118Q: 3 clusters Score -4733225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4733233.500000 Penalty: 3506.267334
	Iteration 119Q: 3 clusters Score -4733234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4733231.500000 Penalty: 3506.267334
	Iteration 120F: 3 clusters Score -4733232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4733234.500000 Penalty: 3506.267334
	Iteration 121Q: 3 clusters Score -4733234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4733232.000000 Penalty: 3506.267334
	Iteration 122Q: 3 clusters Score -4733232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4733227.500000 Penalty: 3506.267334
	Iteration 123Q: 3 clusters Score -4733228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4733227.000000 Penalty: 3506.267334
	Iteration 124Q: 3 clusters Score -4733227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4733232.500000 Penalty: 3506.267334
	Iteration 125Q: 3 clusters Score -4733232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4733230.000000 Penalty: 3506.267334
	Iteration 126Q: 3 clusters Score -4733230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4733234.000000 Penalty: 3506.267334
	Iteration 127Q: 3 clusters Score -4733234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4733231.000000 Penalty: 3506.267334
	Iteration 128Q: 3 clusters Score -4733231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4733231.000000 Penalty: 3506.267334
	Iteration 129Q: 3 clusters Score -4733231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4733228.000000 Penalty: 3506.267334
	Iteration 130Q: 3 clusters Score -4733228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4733230.500000 Penalty: 3506.267334
	Iteration 131Q: 3 clusters Score -4733230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4733232.500000 Penalty: 3506.267334
	Iteration 132Q: 3 clusters Score -4733232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4733231.000000 Penalty: 3506.267334
	Iteration 133Q: 3 clusters Score -4733231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4733231.000000 Penalty: 3506.267334
	Iteration 134Q: 3 clusters Score -4733231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4733235.500000 Penalty: 3506.267334
	Iteration 135Q: 3 clusters Score -4733236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4733229.500000 Penalty: 3506.267334
	Iteration 136Q: 3 clusters Score -4733230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4733229.500000 Penalty: 3506.267334
	Iteration 137F: 3 clusters Score -4733230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35250 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 13367 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 19277 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48463 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10860 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25467 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 23649 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 15153 members 
Mstep: Class 29 contains 31859 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 36821 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39568 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 41347 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8564 members 
Mstep: Class 40 contains 38574 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 35094 members 
Entering Unmasked Estep 
Score: -49783672.000000 Penalty: 98713.132812
Splitting cluster 13 changes total score from -49779248.000000 to -49783672.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -291467.500000 Penalty: 1316.078857
	Iteration 0F: 2 clusters Score -291467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -288619.437500 Penalty: 2632.157715
	Iteration 0F: 3 clusters Score -288619.4 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -289376.062500 Penalty: 2632.157715
	Iteration 1F: 3 clusters Score -289376.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -289570.375000 Penalty: 2632.157715
	Iteration 2F: 3 clusters Score -289570.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -289755.468750 Penalty: 2632.157715
	Iteration 3F: 3 clusters Score -289755.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -289975.312500 Penalty: 2632.157715
	Iteration 4F: 3 clusters Score -289975.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -290237.781250 Penalty: 2632.157715
	Iteration 5F: 3 clusters Score -290237.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -290526.531250 Penalty: 2632.157715
	Iteration 6F: 3 clusters Score -290526.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -290814.375000 Penalty: 2632.157715
	Iteration 7F: 3 clusters Score -290814.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -290999.937500 Penalty: 2632.157715
	Iteration 8F: 3 clusters Score -290999.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -291077.531250 Penalty: 2632.157715
	Iteration 9Q: 3 clusters Score -291077.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -291104.375000 Penalty: 2632.157715
	Iteration 10Q: 3 clusters Score -291104.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -291114.156250 Penalty: 2632.157715
	Iteration 11Q: 3 clusters Score -291114.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -291120.187500 Penalty: 2632.157715
	Iteration 12Q: 3 clusters Score -291120.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -291122.375000 Penalty: 2632.157715
	Iteration 13Q: 3 clusters Score -291122.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -291124.750000 Penalty: 2632.157715
	Iteration 14Q: 3 clusters Score -291124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -291125.656250 Penalty: 2632.157715
	Iteration 15Q: 3 clusters Score -291125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -291125.687500 Penalty: 2632.157715
	Iteration 16Q: 3 clusters Score -291125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -291126.843750 Penalty: 2632.157715
	Iteration 17Q: 3 clusters Score -291126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -291126.843750 Penalty: 2632.157715
	Iteration 18F: 3 clusters Score -291126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Entering Unmasked Estep 
Score: -1785810.500000 Penalty: 1603.333496
	Iteration 0F: 2 clusters Score -1785810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1772630.625000 Penalty: 3206.666992
	Iteration 0F: 3 clusters Score -1772631 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1777252.750000 Penalty: 3206.666992
	Iteration 1F: 3 clusters Score -1777253 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1777538.875000 Penalty: 3206.666992
	Iteration 2Q: 3 clusters Score -1777539 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1777837.875000 Penalty: 3206.666992
	Iteration 3Q: 3 clusters Score -1777838 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1778164.250000 Penalty: 3206.666992
	Iteration 4Q: 3 clusters Score -1778164 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1778573.875000 Penalty: 3206.666992
	Iteration 5Q: 3 clusters Score -1778574 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1779172.750000 Penalty: 3206.666992
	Iteration 6F: 3 clusters Score -1779173 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1779912.750000 Penalty: 3206.666992
	Iteration 7F: 3 clusters Score -1779913 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1780898.500000 Penalty: 3206.666992
	Iteration 8F: 3 clusters Score -1780898 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1781879.375000 Penalty: 3206.666992
	Iteration 9F: 3 clusters Score -1781879 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1782775.750000 Penalty: 3206.666992
	Iteration 10F: 3 clusters Score -1782776 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1783436.250000 Penalty: 3206.666992
	Iteration 11Q: 3 clusters Score -1783436 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1783885.000000 Penalty: 3206.666992
	Iteration 12Q: 3 clusters Score -1783885 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1784125.500000 Penalty: 3206.666992
	Iteration 13Q: 3 clusters Score -1784126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1784238.500000 Penalty: 3206.666992
	Iteration 14Q: 3 clusters Score -1784238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1784315.375000 Penalty: 3206.666992
	Iteration 15Q: 3 clusters Score -1784315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1784353.750000 Penalty: 3206.666992
	Iteration 16Q: 3 clusters Score -1784354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1784378.750000 Penalty: 3206.666992
	Iteration 17Q: 3 clusters Score -1784379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1784393.625000 Penalty: 3206.666992
	Iteration 18Q: 3 clusters Score -1784394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1784401.250000 Penalty: 3206.666992
	Iteration 19Q: 3 clusters Score -1784401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1784407.625000 Penalty: 3206.666992
	Iteration 20F: 3 clusters Score -1784408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1784417.375000 Penalty: 3206.666992
	Iteration 21Q: 3 clusters Score -1784417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1784423.875000 Penalty: 3206.666992
	Iteration 22Q: 3 clusters Score -1784424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1784428.625000 Penalty: 3206.666992
	Iteration 23Q: 3 clusters Score -1784429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1784439.000000 Penalty: 3206.666992
	Iteration 24Q: 3 clusters Score -1784439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1784439.750000 Penalty: 3206.666992
	Iteration 25Q: 3 clusters Score -1784440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1784441.375000 Penalty: 3206.666992
	Iteration 26Q: 3 clusters Score -1784441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1784441.375000 Penalty: 3206.666992
	Iteration 27F: 3 clusters Score -1784441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -382773.625000 Penalty: 1350.042358
	Iteration 0F: 2 clusters Score -382773.6 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 1999 members 
Entering Unmasked Estep 
Score: -379331.656250 Penalty: 2700.084717
	Iteration 0F: 3 clusters Score -379331.7 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -380266.593750 Penalty: 2700.084717
	Iteration 1F: 3 clusters Score -380266.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -380452.187500 Penalty: 2700.084717
	Iteration 2F: 3 clusters Score -380452.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -380603.187500 Penalty: 2700.084717
	Iteration 3F: 3 clusters Score -380603.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -380721.406250 Penalty: 2700.084717
	Iteration 4Q: 3 clusters Score -380721.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -380827.531250 Penalty: 2700.084717
	Iteration 5Q: 3 clusters Score -380827.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -380921.125000 Penalty: 2700.084717
	Iteration 6Q: 3 clusters Score -380921.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -380996.593750 Penalty: 2700.084717
	Iteration 7Q: 3 clusters Score -380996.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -381058.718750 Penalty: 2700.084717
	Iteration 8Q: 3 clusters Score -381058.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -381107.312500 Penalty: 2700.084717
	Iteration 9Q: 3 clusters Score -381107.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -381168.281250 Penalty: 2700.084717
	Iteration 10Q: 3 clusters Score -381168.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -381233.968750 Penalty: 2700.084717
	Iteration 11Q: 3 clusters Score -381234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -381286.125000 Penalty: 2700.084717
	Iteration 12Q: 3 clusters Score -381286.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -381329.531250 Penalty: 2700.084717
	Iteration 13Q: 3 clusters Score -381329.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -381372.031250 Penalty: 2700.084717
	Iteration 14Q: 3 clusters Score -381372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -381411.437500 Penalty: 2700.084717
	Iteration 15Q: 3 clusters Score -381411.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -381453.750000 Penalty: 2700.084717
	Iteration 16Q: 3 clusters Score -381453.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -381508.125000 Penalty: 2700.084717
	Iteration 17Q: 3 clusters Score -381508.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -381559.343750 Penalty: 2700.084717
	Iteration 18Q: 3 clusters Score -381559.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -381589.718750 Penalty: 2700.084717
	Iteration 19Q: 3 clusters Score -381589.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -381614.343750 Penalty: 2700.084717
	Iteration 20F: 3 clusters Score -381614.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -381641.875000 Penalty: 2700.084717
	Iteration 21Q: 3 clusters Score -381641.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -381662.843750 Penalty: 2700.084717
	Iteration 22Q: 3 clusters Score -381662.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -381682.593750 Penalty: 2700.084717
	Iteration 23Q: 3 clusters Score -381682.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -381691.843750 Penalty: 2700.084717
	Iteration 24Q: 3 clusters Score -381691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -381696.500000 Penalty: 2700.084717
	Iteration 25Q: 3 clusters Score -381696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -381698.031250 Penalty: 2700.084717
	Iteration 26Q: 3 clusters Score -381698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -381701.781250 Penalty: 2700.084717
	Iteration 27Q: 3 clusters Score -381701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -381704.500000 Penalty: 2700.084717
	Iteration 28Q: 3 clusters Score -381704.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -381708.406250 Penalty: 2700.084717
	Iteration 29Q: 3 clusters Score -381708.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -381717.375000 Penalty: 2700.084717
	Iteration 30Q: 3 clusters Score -381717.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -381722.093750 Penalty: 2700.084717
	Iteration 31Q: 3 clusters Score -381722.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -381725.625000 Penalty: 2700.084717
	Iteration 32Q: 3 clusters Score -381725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -381729.187500 Penalty: 2700.084717
	Iteration 33Q: 3 clusters Score -381729.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -381733.312500 Penalty: 2700.084717
	Iteration 34Q: 3 clusters Score -381733.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -381738.375000 Penalty: 2700.084717
	Iteration 35Q: 3 clusters Score -381738.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -381751.656250 Penalty: 2700.084717
	Iteration 36Q: 3 clusters Score -381751.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -381765.906250 Penalty: 2700.084717
	Iteration 37Q: 3 clusters Score -381765.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -381776.750000 Penalty: 2700.084717
	Iteration 38Q: 3 clusters Score -381776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -381786.718750 Penalty: 2700.084717
	Iteration 39Q: 3 clusters Score -381786.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -381799.625000 Penalty: 2700.084717
	Iteration 40F: 3 clusters Score -381799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -381811.781250 Penalty: 2700.084717
	Iteration 41Q: 3 clusters Score -381811.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -381821.625000 Penalty: 2700.084717
	Iteration 42Q: 3 clusters Score -381821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -381826.375000 Penalty: 2700.084717
	Iteration 43Q: 3 clusters Score -381826.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -381834.000000 Penalty: 2700.084717
	Iteration 44Q: 3 clusters Score -381834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -381844.312500 Penalty: 2700.084717
	Iteration 45Q: 3 clusters Score -381844.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -381855.437500 Penalty: 2700.084717
	Iteration 46Q: 3 clusters Score -381855.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -381864.125000 Penalty: 2700.084717
	Iteration 47Q: 3 clusters Score -381864.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -381869.312500 Penalty: 2700.084717
	Iteration 48Q: 3 clusters Score -381869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -381875.343750 Penalty: 2700.084717
	Iteration 49Q: 3 clusters Score -381875.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -381881.250000 Penalty: 2700.084717
	Iteration 50Q: 3 clusters Score -381881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -381883.125000 Penalty: 2700.084717
	Iteration 51Q: 3 clusters Score -381883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -381882.843750 Penalty: 2700.084717
	Iteration 52Q: 3 clusters Score -381882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -381883.156250 Penalty: 2700.084717
	Iteration 53Q: 3 clusters Score -381883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -381883.156250 Penalty: 2700.084717
	Iteration 54F: 3 clusters Score -381883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Entering Unmasked Estep 
Score: -4553444.000000 Penalty: 1753.140381
	Iteration 0F: 2 clusters Score -4553444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4526721.500000 Penalty: 3506.280762
	Iteration 0F: 3 clusters Score -4526722 nChanged 22797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4539846.500000 Penalty: 3506.280762
	Iteration 1F: 3 clusters Score -4539846 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4540465.500000 Penalty: 3506.280762
	Iteration 2Q: 3 clusters Score -4540466 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4541270.000000 Penalty: 3506.280762
	Iteration 3Q: 3 clusters Score -4541270 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4542600.500000 Penalty: 3506.280762
	Iteration 4F: 3 clusters Score -4542600 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4544564.000000 Penalty: 3506.280762
	Iteration 5F: 3 clusters Score -4544564 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4546257.500000 Penalty: 3506.280762
	Iteration 6F: 3 clusters Score -4546258 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -4547576.000000 Penalty: 3506.280762
	Iteration 7F: 3 clusters Score -4547576 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4548560.500000 Penalty: 3506.280762
	Iteration 8Q: 3 clusters Score -4548560 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4549112.500000 Penalty: 3506.280762
	Iteration 9Q: 3 clusters Score -4549112 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4549487.500000 Penalty: 3506.280762
	Iteration 10Q: 3 clusters Score -4549488 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4549681.500000 Penalty: 3506.280762
	Iteration 11Q: 3 clusters Score -4549682 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4549774.500000 Penalty: 3506.280762
	Iteration 12Q: 3 clusters Score -4549774 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4549814.500000 Penalty: 3506.280762
	Iteration 13Q: 3 clusters Score -4549814 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4549840.500000 Penalty: 3506.280762
	Iteration 14Q: 3 clusters Score -4549840 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4549881.500000 Penalty: 3506.280762
	Iteration 15Q: 3 clusters Score -4549882 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4549905.500000 Penalty: 3506.280762
	Iteration 16Q: 3 clusters Score -4549906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4549944.500000 Penalty: 3506.280762
	Iteration 17Q: 3 clusters Score -4549944 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4549940.000000 Penalty: 3506.280762
	Iteration 18Q: 3 clusters Score -4549940 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4549962.000000 Penalty: 3506.280762
	Iteration 19Q: 3 clusters Score -4549962 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4550033.500000 Penalty: 3506.280762
	Iteration 20F: 3 clusters Score -4550034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -4550045.000000 Penalty: 3506.280762
	Iteration 21Q: 3 clusters Score -4550045 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4550059.500000 Penalty: 3506.280762
	Iteration 22Q: 3 clusters Score -4550060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4550077.500000 Penalty: 3506.280762
	Iteration 23Q: 3 clusters Score -4550078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4550094.500000 Penalty: 3506.280762
	Iteration 24Q: 3 clusters Score -4550094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4550131.000000 Penalty: 3506.280762
	Iteration 25Q: 3 clusters Score -4550131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4550189.500000 Penalty: 3506.280762
	Iteration 26Q: 3 clusters Score -4550190 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4550226.500000 Penalty: 3506.280762
	Iteration 27Q: 3 clusters Score -4550226 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4550250.500000 Penalty: 3506.280762
	Iteration 28Q: 3 clusters Score -4550250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4550287.500000 Penalty: 3506.280762
	Iteration 29Q: 3 clusters Score -4550288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4550317.500000 Penalty: 3506.280762
	Iteration 30Q: 3 clusters Score -4550318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4550344.500000 Penalty: 3506.280762
	Iteration 31Q: 3 clusters Score -4550344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4550348.500000 Penalty: 3506.280762
	Iteration 32Q: 3 clusters Score -4550348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4550370.000000 Penalty: 3506.280762
	Iteration 33Q: 3 clusters Score -4550370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4550386.000000 Penalty: 3506.280762
	Iteration 34Q: 3 clusters Score -4550386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4550422.500000 Penalty: 3506.280762
	Iteration 35Q: 3 clusters Score -4550422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4550477.000000 Penalty: 3506.280762
	Iteration 36Q: 3 clusters Score -4550477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4550477.000000 Penalty: 3506.280762
	Iteration 37Q: 3 clusters Score -4550477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4550508.500000 Penalty: 3506.280762
	Iteration 38Q: 3 clusters Score -4550508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4550519.000000 Penalty: 3506.280762
	Iteration 39Q: 3 clusters Score -4550519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4550523.000000 Penalty: 3506.280762
	Iteration 40F: 3 clusters Score -4550523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4550551.000000 Penalty: 3506.280762
	Iteration 41Q: 3 clusters Score -4550551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4550561.000000 Penalty: 3506.280762
	Iteration 42Q: 3 clusters Score -4550561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4550564.500000 Penalty: 3506.280762
	Iteration 43Q: 3 clusters Score -4550564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4550576.500000 Penalty: 3506.280762
	Iteration 44Q: 3 clusters Score -4550576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4550580.000000 Penalty: 3506.280762
	Iteration 45Q: 3 clusters Score -4550580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4550584.500000 Penalty: 3506.280762
	Iteration 46Q: 3 clusters Score -4550584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4550595.000000 Penalty: 3506.280762
	Iteration 47Q: 3 clusters Score -4550595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4550593.500000 Penalty: 3506.280762
	Iteration 48Q: 3 clusters Score -4550594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4550616.000000 Penalty: 3506.280762
	Iteration 49Q: 3 clusters Score -4550616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4550621.500000 Penalty: 3506.280762
	Iteration 50Q: 3 clusters Score -4550622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4550633.000000 Penalty: 3506.280762
	Iteration 51Q: 3 clusters Score -4550633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4550643.000000 Penalty: 3506.280762
	Iteration 52Q: 3 clusters Score -4550643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4550657.000000 Penalty: 3506.280762
	Iteration 53Q: 3 clusters Score -4550657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4550670.000000 Penalty: 3506.280762
	Iteration 54Q: 3 clusters Score -4550670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4550670.500000 Penalty: 3506.280762
	Iteration 55Q: 3 clusters Score -4550670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4550700.000000 Penalty: 3506.280762
	Iteration 56Q: 3 clusters Score -4550700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4550711.000000 Penalty: 3506.280762
	Iteration 57Q: 3 clusters Score -4550711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4550729.000000 Penalty: 3506.280762
	Iteration 58Q: 3 clusters Score -4550729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4550743.500000 Penalty: 3506.280762
	Iteration 59Q: 3 clusters Score -4550744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4550743.500000 Penalty: 3506.280762
	Iteration 60F: 3 clusters Score -4550744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4550753.000000 Penalty: 3506.280762
	Iteration 61Q: 3 clusters Score -4550753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4550791.500000 Penalty: 3506.280762
	Iteration 62Q: 3 clusters Score -4550792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4550806.000000 Penalty: 3506.280762
	Iteration 63Q: 3 clusters Score -4550806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4550810.500000 Penalty: 3506.280762
	Iteration 64Q: 3 clusters Score -4550810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4550812.000000 Penalty: 3506.280762
	Iteration 65Q: 3 clusters Score -4550812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4550816.500000 Penalty: 3506.280762
	Iteration 66Q: 3 clusters Score -4550816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4550826.500000 Penalty: 3506.280762
	Iteration 67Q: 3 clusters Score -4550826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4550836.500000 Penalty: 3506.280762
	Iteration 68Q: 3 clusters Score -4550836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4550843.500000 Penalty: 3506.280762
	Iteration 69Q: 3 clusters Score -4550844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4550842.500000 Penalty: 3506.280762
	Iteration 70Q: 3 clusters Score -4550842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4550842.500000 Penalty: 3506.280762
	Iteration 71Q: 3 clusters Score -4550842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4550841.500000 Penalty: 3506.280762
	Iteration 72Q: 3 clusters Score -4550842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4550847.000000 Penalty: 3506.280762
	Iteration 73Q: 3 clusters Score -4550847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4550851.000000 Penalty: 3506.280762
	Iteration 74Q: 3 clusters Score -4550851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4550852.500000 Penalty: 3506.280762
	Iteration 75Q: 3 clusters Score -4550852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4550864.000000 Penalty: 3506.280762
	Iteration 76Q: 3 clusters Score -4550864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4550872.000000 Penalty: 3506.280762
	Iteration 77Q: 3 clusters Score -4550872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4550878.000000 Penalty: 3506.280762
	Iteration 78Q: 3 clusters Score -4550878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4550889.000000 Penalty: 3506.280762
	Iteration 79Q: 3 clusters Score -4550889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4550897.500000 Penalty: 3506.280762
	Iteration 80F: 3 clusters Score -4550898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4550898.500000 Penalty: 3506.280762
	Iteration 81Q: 3 clusters Score -4550898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4550901.500000 Penalty: 3506.280762
	Iteration 82Q: 3 clusters Score -4550902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4550903.500000 Penalty: 3506.280762
	Iteration 83Q: 3 clusters Score -4550904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4550909.000000 Penalty: 3506.280762
	Iteration 84Q: 3 clusters Score -4550909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4550916.500000 Penalty: 3506.280762
	Iteration 85Q: 3 clusters Score -4550916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4550923.000000 Penalty: 3506.280762
	Iteration 86Q: 3 clusters Score -4550923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4550923.000000 Penalty: 3506.280762
	Iteration 87Q: 3 clusters Score -4550923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4550928.500000 Penalty: 3506.280762
	Iteration 88Q: 3 clusters Score -4550928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4550943.500000 Penalty: 3506.280762
	Iteration 89Q: 3 clusters Score -4550944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4550935.500000 Penalty: 3506.280762
	Iteration 90Q: 3 clusters Score -4550936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4550937.500000 Penalty: 3506.280762
	Iteration 91Q: 3 clusters Score -4550938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4550930.000000 Penalty: 3506.280762
	Iteration 92Q: 3 clusters Score -4550930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4550931.500000 Penalty: 3506.280762
	Iteration 93Q: 3 clusters Score -4550932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4550932.000000 Penalty: 3506.280762
	Iteration 94Q: 3 clusters Score -4550932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4550933.500000 Penalty: 3506.280762
	Iteration 95Q: 3 clusters Score -4550934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4550946.500000 Penalty: 3506.280762
	Iteration 96Q: 3 clusters Score -4550946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4550944.000000 Penalty: 3506.280762
	Iteration 97Q: 3 clusters Score -4550944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4550942.000000 Penalty: 3506.280762
	Iteration 98Q: 3 clusters Score -4550942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4550947.000000 Penalty: 3506.280762
	Iteration 99Q: 3 clusters Score -4550947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4550971.500000 Penalty: 3506.280762
	Iteration 100F: 3 clusters Score -4550972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4550960.500000 Penalty: 3506.280762
	Iteration 101Q: 3 clusters Score -4550960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4550954.000000 Penalty: 3506.280762
	Iteration 102Q: 3 clusters Score -4550954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4550954.500000 Penalty: 3506.280762
	Iteration 103Q: 3 clusters Score -4550954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4550962.500000 Penalty: 3506.280762
	Iteration 104Q: 3 clusters Score -4550962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4550964.000000 Penalty: 3506.280762
	Iteration 105Q: 3 clusters Score -4550964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4550966.000000 Penalty: 3506.280762
	Iteration 106Q: 3 clusters Score -4550966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4550967.500000 Penalty: 3506.280762
	Iteration 107Q: 3 clusters Score -4550968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4550984.000000 Penalty: 3506.280762
	Iteration 108Q: 3 clusters Score -4550984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4550980.500000 Penalty: 3506.280762
	Iteration 109Q: 3 clusters Score -4550980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4550986.500000 Penalty: 3506.280762
	Iteration 110Q: 3 clusters Score -4550986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4550986.500000 Penalty: 3506.280762
	Iteration 111F: 3 clusters Score -4550986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -140266.171875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -140266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -138506.953125 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -138507 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -138919.421875 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -138919.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -139073.109375 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139073.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -139159.234375 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -139159.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -139204.640625 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139204.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -139227.796875 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139227.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139244.390625 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139244.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -139254.843750 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139254.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -139263.515625 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139263.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -139271.000000 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -139279.031250 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -139286.765625 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -139294.546875 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -139300.328125 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -139307.593750 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -139307.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -139313.656250 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -139313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -139319.843750 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -139319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -139326.265625 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -139326.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -139330.906250 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -139330.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -139336.703125 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -139336.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -139342.531250 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -139342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -139345.609375 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -139345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -139347.500000 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -139347.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -139349.125000 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -139349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -139351.843750 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -139351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -139355.609375 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -139355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -139360.406250 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -139360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -139363.156250 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -139363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -139365.046875 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -139365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -139367.406250 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -139367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -139371.015625 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -139371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -139377.234375 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -139377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -139381.250000 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -139381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -139384.625000 Penalty: 2388.081787
	Iteration 33Q: 3 clusters Score -139384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -139386.796875 Penalty: 2388.081787
	Iteration 34Q: 3 clusters Score -139386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -139387.343750 Penalty: 2388.081787
	Iteration 35Q: 3 clusters Score -139387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -139388.593750 Penalty: 2388.081787
	Iteration 36Q: 3 clusters Score -139388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -139389.609375 Penalty: 2388.081787
	Iteration 37Q: 3 clusters Score -139389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -139390.343750 Penalty: 2388.081787
	Iteration 38Q: 3 clusters Score -139390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -139390.843750 Penalty: 2388.081787
	Iteration 39Q: 3 clusters Score -139390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -139391.859375 Penalty: 2388.081787
	Iteration 40F: 3 clusters Score -139391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -139391.937500 Penalty: 2388.081787
	Iteration 41Q: 3 clusters Score -139391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -139393.703125 Penalty: 2388.081787
	Iteration 42Q: 3 clusters Score -139393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -139396.718750 Penalty: 2388.081787
	Iteration 43Q: 3 clusters Score -139396.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -139398.484375 Penalty: 2388.081787
	Iteration 44Q: 3 clusters Score -139398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -139399.421875 Penalty: 2388.081787
	Iteration 45Q: 3 clusters Score -139399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -139401.031250 Penalty: 2388.081787
	Iteration 46Q: 3 clusters Score -139401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -139401.031250 Penalty: 2388.081787
	Iteration 47F: 3 clusters Score -139401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Entering Unmasked Estep 
Score: -1034014.187500 Penalty: 1510.086792
	Iteration 0F: 2 clusters Score -1034014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1026304.312500 Penalty: 3020.173584
	Iteration 0F: 3 clusters Score -1026304 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1028832.937500 Penalty: 3020.173584
	Iteration 1F: 3 clusters Score -1028833 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1029032.062500 Penalty: 3020.173584
	Iteration 2F: 3 clusters Score -1029032 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1029169.687500 Penalty: 3020.173584
	Iteration 3Q: 3 clusters Score -1029170 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1029276.500000 Penalty: 3020.173584
	Iteration 4Q: 3 clusters Score -1029276 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1029367.250000 Penalty: 3020.173584
	Iteration 5Q: 3 clusters Score -1029367 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1029449.312500 Penalty: 3020.173584
	Iteration 6Q: 3 clusters Score -1029449 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1029535.562500 Penalty: 3020.173584
	Iteration 7Q: 3 clusters Score -1029536 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1029633.000000 Penalty: 3020.173584
	Iteration 8Q: 3 clusters Score -1029633 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1029749.062500 Penalty: 3020.173584
	Iteration 9Q: 3 clusters Score -1029749 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1029896.625000 Penalty: 3020.173584
	Iteration 10Q: 3 clusters Score -1029897 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1030054.500000 Penalty: 3020.173584
	Iteration 11Q: 3 clusters Score -1030054 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1030284.000000 Penalty: 3020.173584
	Iteration 12Q: 3 clusters Score -1030284 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1030556.437500 Penalty: 3020.173584
	Iteration 13Q: 3 clusters Score -1030556 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1030832.187500 Penalty: 3020.173584
	Iteration 14Q: 3 clusters Score -1030832 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1031133.125000 Penalty: 3020.173584
	Iteration 15Q: 3 clusters Score -1031133 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1031419.312500 Penalty: 3020.173584
	Iteration 16Q: 3 clusters Score -1031419 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1031670.250000 Penalty: 3020.173584
	Iteration 17Q: 3 clusters Score -1031670 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1031900.562500 Penalty: 3020.173584
	Iteration 18Q: 3 clusters Score -1031901 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1032101.312500 Penalty: 3020.173584
	Iteration 19Q: 3 clusters Score -1032101 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1032261.000000 Penalty: 3020.173584
	Iteration 20F: 3 clusters Score -1032261 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1032404.812500 Penalty: 3020.173584
	Iteration 21Q: 3 clusters Score -1032405 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1032509.187500 Penalty: 3020.173584
	Iteration 22Q: 3 clusters Score -1032509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1032577.000000 Penalty: 3020.173584
	Iteration 23Q: 3 clusters Score -1032577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1032606.562500 Penalty: 3020.173584
	Iteration 24Q: 3 clusters Score -1032607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1032636.312500 Penalty: 3020.173584
	Iteration 25Q: 3 clusters Score -1032636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1032662.000000 Penalty: 3020.173584
	Iteration 26Q: 3 clusters Score -1032662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1032679.750000 Penalty: 3020.173584
	Iteration 27Q: 3 clusters Score -1032680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1032697.250000 Penalty: 3020.173584
	Iteration 28Q: 3 clusters Score -1032697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1032707.062500 Penalty: 3020.173584
	Iteration 29Q: 3 clusters Score -1032707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1032711.250000 Penalty: 3020.173584
	Iteration 30Q: 3 clusters Score -1032711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1032713.312500 Penalty: 3020.173584
	Iteration 31Q: 3 clusters Score -1032713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1032714.937500 Penalty: 3020.173584
	Iteration 32Q: 3 clusters Score -1032715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1032715.937500 Penalty: 3020.173584
	Iteration 33Q: 3 clusters Score -1032716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1032716.812500 Penalty: 3020.173584
	Iteration 34Q: 3 clusters Score -1032717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1032716.812500 Penalty: 3020.173584
	Iteration 35F: 3 clusters Score -1032717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41968.667969 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -41968.67 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42105.542969 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42105.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42156.046875 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -42156.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42172.027344 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42172.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42182.183594 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42182.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42187.671875 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42187.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42190.542969 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42190.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42191.121094 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42191.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42191.121094 Penalty: 2013.181763
	Iteration 8F: 3 clusters Score -42191.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Entering Unmasked Estep 
Score: -2221161.250000 Penalty: 1648.585083
	Iteration 0F: 2 clusters Score -2221161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2203962.500000 Penalty: 3297.170166
	Iteration 0F: 3 clusters Score -2203962 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2210421.500000 Penalty: 3297.170166
	Iteration 1F: 3 clusters Score -2210422 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2211073.250000 Penalty: 3297.170166
	Iteration 2F: 3 clusters Score -2211073 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2211861.750000 Penalty: 3297.170166
	Iteration 3F: 3 clusters Score -2211862 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2212841.500000 Penalty: 3297.170166
	Iteration 4F: 3 clusters Score -2212842 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2213904.750000 Penalty: 3297.170166
	Iteration 5F: 3 clusters Score -2213905 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2214904.250000 Penalty: 3297.170166
	Iteration 6F: 3 clusters Score -2214904 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2215812.000000 Penalty: 3297.170166
	Iteration 7F: 3 clusters Score -2215812 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2216496.500000 Penalty: 3297.170166
	Iteration 8Q: 3 clusters Score -2216496 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2217022.500000 Penalty: 3297.170166
	Iteration 9Q: 3 clusters Score -2217022 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2217456.250000 Penalty: 3297.170166
	Iteration 10Q: 3 clusters Score -2217456 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2217732.750000 Penalty: 3297.170166
	Iteration 11Q: 3 clusters Score -2217733 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2217954.000000 Penalty: 3297.170166
	Iteration 12Q: 3 clusters Score -2217954 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2218125.750000 Penalty: 3297.170166
	Iteration 13Q: 3 clusters Score -2218126 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2218258.000000 Penalty: 3297.170166
	Iteration 14Q: 3 clusters Score -2218258 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2218372.000000 Penalty: 3297.170166
	Iteration 15Q: 3 clusters Score -2218372 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2218461.750000 Penalty: 3297.170166
	Iteration 16Q: 3 clusters Score -2218462 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2218560.000000 Penalty: 3297.170166
	Iteration 17Q: 3 clusters Score -2218560 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2218652.000000 Penalty: 3297.170166
	Iteration 18Q: 3 clusters Score -2218652 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2218751.000000 Penalty: 3297.170166
	Iteration 19Q: 3 clusters Score -2218751 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2218838.750000 Penalty: 3297.170166
	Iteration 20F: 3 clusters Score -2218839 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2218908.250000 Penalty: 3297.170166
	Iteration 21Q: 3 clusters Score -2218908 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2218982.500000 Penalty: 3297.170166
	Iteration 22Q: 3 clusters Score -2218982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2219044.000000 Penalty: 3297.170166
	Iteration 23Q: 3 clusters Score -2219044 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2219088.250000 Penalty: 3297.170166
	Iteration 24Q: 3 clusters Score -2219088 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2219122.750000 Penalty: 3297.170166
	Iteration 25Q: 3 clusters Score -2219123 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2219160.000000 Penalty: 3297.170166
	Iteration 26Q: 3 clusters Score -2219160 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2219207.750000 Penalty: 3297.170166
	Iteration 27Q: 3 clusters Score -2219208 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2219237.500000 Penalty: 3297.170166
	Iteration 28Q: 3 clusters Score -2219238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2219271.500000 Penalty: 3297.170166
	Iteration 29Q: 3 clusters Score -2219272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2219303.750000 Penalty: 3297.170166
	Iteration 30Q: 3 clusters Score -2219304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2219345.750000 Penalty: 3297.170166
	Iteration 31Q: 3 clusters Score -2219346 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2219394.000000 Penalty: 3297.170166
	Iteration 32Q: 3 clusters Score -2219394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2219434.500000 Penalty: 3297.170166
	Iteration 33Q: 3 clusters Score -2219434 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2219483.000000 Penalty: 3297.170166
	Iteration 34Q: 3 clusters Score -2219483 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2219526.750000 Penalty: 3297.170166
	Iteration 35Q: 3 clusters Score -2219527 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2219576.500000 Penalty: 3297.170166
	Iteration 36Q: 3 clusters Score -2219576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2219611.000000 Penalty: 3297.170166
	Iteration 37Q: 3 clusters Score -2219611 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2219654.500000 Penalty: 3297.170166
	Iteration 38Q: 3 clusters Score -2219654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2219686.250000 Penalty: 3297.170166
	Iteration 39Q: 3 clusters Score -2219686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2219713.750000 Penalty: 3297.170166
	Iteration 40F: 3 clusters Score -2219714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2219736.250000 Penalty: 3297.170166
	Iteration 41Q: 3 clusters Score -2219736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2219753.500000 Penalty: 3297.170166
	Iteration 42Q: 3 clusters Score -2219754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2219767.250000 Penalty: 3297.170166
	Iteration 43Q: 3 clusters Score -2219767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2219785.500000 Penalty: 3297.170166
	Iteration 44Q: 3 clusters Score -2219786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2219800.000000 Penalty: 3297.170166
	Iteration 45Q: 3 clusters Score -2219800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2219816.750000 Penalty: 3297.170166
	Iteration 46Q: 3 clusters Score -2219817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2219834.000000 Penalty: 3297.170166
	Iteration 47Q: 3 clusters Score -2219834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2219856.250000 Penalty: 3297.170166
	Iteration 48Q: 3 clusters Score -2219856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2219885.500000 Penalty: 3297.170166
	Iteration 49Q: 3 clusters Score -2219886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2219900.750000 Penalty: 3297.170166
	Iteration 50Q: 3 clusters Score -2219901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2219913.250000 Penalty: 3297.170166
	Iteration 51Q: 3 clusters Score -2219913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2219928.250000 Penalty: 3297.170166
	Iteration 52Q: 3 clusters Score -2219928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2219944.500000 Penalty: 3297.170166
	Iteration 53Q: 3 clusters Score -2219944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2219954.500000 Penalty: 3297.170166
	Iteration 54Q: 3 clusters Score -2219954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2219972.500000 Penalty: 3297.170166
	Iteration 55Q: 3 clusters Score -2219972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2219980.500000 Penalty: 3297.170166
	Iteration 56Q: 3 clusters Score -2219980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2219995.000000 Penalty: 3297.170166
	Iteration 57Q: 3 clusters Score -2219995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2220009.750000 Penalty: 3297.170166
	Iteration 58Q: 3 clusters Score -2220010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2220022.250000 Penalty: 3297.170166
	Iteration 59Q: 3 clusters Score -2220022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2220028.000000 Penalty: 3297.170166
	Iteration 60F: 3 clusters Score -2220028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2220042.250000 Penalty: 3297.170166
	Iteration 61Q: 3 clusters Score -2220042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2220058.250000 Penalty: 3297.170166
	Iteration 62Q: 3 clusters Score -2220058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2220075.750000 Penalty: 3297.170166
	Iteration 63Q: 3 clusters Score -2220076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2220084.750000 Penalty: 3297.170166
	Iteration 64Q: 3 clusters Score -2220085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2220093.000000 Penalty: 3297.170166
	Iteration 65Q: 3 clusters Score -2220093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2220104.000000 Penalty: 3297.170166
	Iteration 66Q: 3 clusters Score -2220104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2220105.250000 Penalty: 3297.170166
	Iteration 67Q: 3 clusters Score -2220105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2220114.000000 Penalty: 3297.170166
	Iteration 68Q: 3 clusters Score -2220114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2220120.250000 Penalty: 3297.170166
	Iteration 69Q: 3 clusters Score -2220120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2220124.250000 Penalty: 3297.170166
	Iteration 70Q: 3 clusters Score -2220124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2220133.250000 Penalty: 3297.170166
	Iteration 71Q: 3 clusters Score -2220133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2220136.250000 Penalty: 3297.170166
	Iteration 72Q: 3 clusters Score -2220136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2220136.750000 Penalty: 3297.170166
	Iteration 73Q: 3 clusters Score -2220137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2220138.250000 Penalty: 3297.170166
	Iteration 74Q: 3 clusters Score -2220138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2220139.500000 Penalty: 3297.170166
	Iteration 75Q: 3 clusters Score -2220140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2220140.750000 Penalty: 3297.170166
	Iteration 76Q: 3 clusters Score -2220141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2220141.500000 Penalty: 3297.170166
	Iteration 77Q: 3 clusters Score -2220142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2220141.500000 Penalty: 3297.170166
	Iteration 78F: 3 clusters Score -2220142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -84207.640625 Penalty: 1112.455444
	Iteration 0F: 2 clusters Score -84207.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82798.664062 Penalty: 2224.910889
	Iteration 0F: 3 clusters Score -82798.66 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83020.460938 Penalty: 2224.910889
	Iteration 1F: 3 clusters Score -83020.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83082.617188 Penalty: 2224.910889
	Iteration 2F: 3 clusters Score -83082.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83121.585938 Penalty: 2224.910889
	Iteration 3Q: 3 clusters Score -83121.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83163.500000 Penalty: 2224.910889
	Iteration 4Q: 3 clusters Score -83163.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83191.835938 Penalty: 2224.910889
	Iteration 5Q: 3 clusters Score -83191.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83213.656250 Penalty: 2224.910889
	Iteration 6Q: 3 clusters Score -83213.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83227.554688 Penalty: 2224.910889
	Iteration 7Q: 3 clusters Score -83227.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83240.921875 Penalty: 2224.910889
	Iteration 8Q: 3 clusters Score -83240.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83250.968750 Penalty: 2224.910889
	Iteration 9Q: 3 clusters Score -83250.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -83262.617188 Penalty: 2224.910889
	Iteration 10Q: 3 clusters Score -83262.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83269.992188 Penalty: 2224.910889
	Iteration 11Q: 3 clusters Score -83269.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83273.132812 Penalty: 2224.910889
	Iteration 12Q: 3 clusters Score -83273.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83275.640625 Penalty: 2224.910889
	Iteration 13Q: 3 clusters Score -83275.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83278.656250 Penalty: 2224.910889
	Iteration 14Q: 3 clusters Score -83278.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83280.789062 Penalty: 2224.910889
	Iteration 15Q: 3 clusters Score -83280.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83284.398438 Penalty: 2224.910889
	Iteration 16Q: 3 clusters Score -83284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83286.117188 Penalty: 2224.910889
	Iteration 17Q: 3 clusters Score -83286.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83289.265625 Penalty: 2224.910889
	Iteration 18Q: 3 clusters Score -83289.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83291.406250 Penalty: 2224.910889
	Iteration 19Q: 3 clusters Score -83291.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83292.125000 Penalty: 2224.910889
	Iteration 20F: 3 clusters Score -83292.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -111097.343750 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -111097.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -109484.468750 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -109484.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109816.109375 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -109816.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109929.804688 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -109929.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -109990.875000 Penalty: 2330.788330
	Iteration 3F: 3 clusters Score -109990.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -110018.312500 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -110018.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -110032.273438 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -110032.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110041.906250 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -110041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110049.851562 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -110049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -110053.617188 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -110053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -110055.945312 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -110055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -110061.632812 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -110061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110065.648438 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -110065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110067.781250 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -110067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110068.796875 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -110068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110068.796875 Penalty: 2330.788330
	Iteration 14F: 3 clusters Score -110068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -380053.625000 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -380053.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -376665.468750 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -376665.5 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -377676.125000 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -377676.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -377918.687500 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -377918.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -378076.781250 Penalty: 2701.364258
	Iteration 3F: 3 clusters Score -378076.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -378210.593750 Penalty: 2701.364258
	Iteration 4Q: 3 clusters Score -378210.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -378367.593750 Penalty: 2701.364258
	Iteration 5Q: 3 clusters Score -378367.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -378574.687500 Penalty: 2701.364258
	Iteration 6F: 3 clusters Score -378574.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -378849.250000 Penalty: 2701.364258
	Iteration 7F: 3 clusters Score -378849.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -379196.375000 Penalty: 2701.364258
	Iteration 8F: 3 clusters Score -379196.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -379505.125000 Penalty: 2701.364258
	Iteration 9F: 3 clusters Score -379505.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -379657.593750 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -379657.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -379709.656250 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -379709.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -379722.187500 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -379722.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -379732.500000 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -379732.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -379741.281250 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -379741.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -379743.875000 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -379743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -379745.875000 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -379745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -379745.875000 Penalty: 2701.364258
	Iteration 17F: 3 clusters Score -379745.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Entering Unmasked Estep 
Score: -2323718.250000 Penalty: 1636.549927
	Iteration 0F: 2 clusters Score -2323718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2307737.000000 Penalty: 3273.099854
	Iteration 0F: 3 clusters Score -2307737 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2313905.250000 Penalty: 3273.099854
	Iteration 1F: 3 clusters Score -2313905 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2314441.500000 Penalty: 3273.099854
	Iteration 2F: 3 clusters Score -2314442 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2315036.500000 Penalty: 3273.099854
	Iteration 3F: 3 clusters Score -2315036 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2315696.250000 Penalty: 3273.099854
	Iteration 4F: 3 clusters Score -2315696 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2316364.250000 Penalty: 3273.099854
	Iteration 5F: 3 clusters Score -2316364 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2317037.750000 Penalty: 3273.099854
	Iteration 6F: 3 clusters Score -2317038 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2317756.500000 Penalty: 3273.099854
	Iteration 7Q: 3 clusters Score -2317756 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2318369.000000 Penalty: 3273.099854
	Iteration 8Q: 3 clusters Score -2318369 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2318799.000000 Penalty: 3273.099854
	Iteration 9Q: 3 clusters Score -2318799 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2319038.500000 Penalty: 3273.099854
	Iteration 10Q: 3 clusters Score -2319038 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2319194.750000 Penalty: 3273.099854
	Iteration 11Q: 3 clusters Score -2319195 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2319281.500000 Penalty: 3273.099854
	Iteration 12Q: 3 clusters Score -2319282 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2319362.750000 Penalty: 3273.099854
	Iteration 13Q: 3 clusters Score -2319363 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2319447.250000 Penalty: 3273.099854
	Iteration 14Q: 3 clusters Score -2319447 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2319525.000000 Penalty: 3273.099854
	Iteration 15Q: 3 clusters Score -2319525 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2319603.750000 Penalty: 3273.099854
	Iteration 16Q: 3 clusters Score -2319604 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2319684.750000 Penalty: 3273.099854
	Iteration 17Q: 3 clusters Score -2319685 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2319759.000000 Penalty: 3273.099854
	Iteration 18Q: 3 clusters Score -2319759 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2319836.500000 Penalty: 3273.099854
	Iteration 19Q: 3 clusters Score -2319836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2319922.250000 Penalty: 3273.099854
	Iteration 20F: 3 clusters Score -2319922 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2320010.500000 Penalty: 3273.099854
	Iteration 21Q: 3 clusters Score -2320010 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2320092.500000 Penalty: 3273.099854
	Iteration 22Q: 3 clusters Score -2320092 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2320191.500000 Penalty: 3273.099854
	Iteration 23Q: 3 clusters Score -2320192 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2320289.000000 Penalty: 3273.099854
	Iteration 24Q: 3 clusters Score -2320289 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2320389.750000 Penalty: 3273.099854
	Iteration 25Q: 3 clusters Score -2320390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2320486.750000 Penalty: 3273.099854
	Iteration 26Q: 3 clusters Score -2320487 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2320593.000000 Penalty: 3273.099854
	Iteration 27Q: 3 clusters Score -2320593 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2320704.500000 Penalty: 3273.099854
	Iteration 28Q: 3 clusters Score -2320704 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2320843.250000 Penalty: 3273.099854
	Iteration 29Q: 3 clusters Score -2320843 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2320983.750000 Penalty: 3273.099854
	Iteration 30Q: 3 clusters Score -2320984 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2321098.500000 Penalty: 3273.099854
	Iteration 31Q: 3 clusters Score -2321098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2321233.000000 Penalty: 3273.099854
	Iteration 32Q: 3 clusters Score -2321233 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2321345.500000 Penalty: 3273.099854
	Iteration 33Q: 3 clusters Score -2321346 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2321453.000000 Penalty: 3273.099854
	Iteration 34Q: 3 clusters Score -2321453 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2321554.250000 Penalty: 3273.099854
	Iteration 35Q: 3 clusters Score -2321554 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2321640.250000 Penalty: 3273.099854
	Iteration 36Q: 3 clusters Score -2321640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2321720.500000 Penalty: 3273.099854
	Iteration 37Q: 3 clusters Score -2321720 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2321788.750000 Penalty: 3273.099854
	Iteration 38Q: 3 clusters Score -2321789 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2321845.000000 Penalty: 3273.099854
	Iteration 39Q: 3 clusters Score -2321845 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2321899.750000 Penalty: 3273.099854
	Iteration 40F: 3 clusters Score -2321900 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2321952.250000 Penalty: 3273.099854
	Iteration 41Q: 3 clusters Score -2321952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2322011.250000 Penalty: 3273.099854
	Iteration 42Q: 3 clusters Score -2322011 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2322052.000000 Penalty: 3273.099854
	Iteration 43Q: 3 clusters Score -2322052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2322091.500000 Penalty: 3273.099854
	Iteration 44Q: 3 clusters Score -2322092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2322126.000000 Penalty: 3273.099854
	Iteration 45Q: 3 clusters Score -2322126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2322158.500000 Penalty: 3273.099854
	Iteration 46Q: 3 clusters Score -2322158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2322173.250000 Penalty: 3273.099854
	Iteration 47Q: 3 clusters Score -2322173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2322185.250000 Penalty: 3273.099854
	Iteration 48Q: 3 clusters Score -2322185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2322196.250000 Penalty: 3273.099854
	Iteration 49Q: 3 clusters Score -2322196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2322215.000000 Penalty: 3273.099854
	Iteration 50Q: 3 clusters Score -2322215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2322233.250000 Penalty: 3273.099854
	Iteration 51Q: 3 clusters Score -2322233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2322243.250000 Penalty: 3273.099854
	Iteration 52Q: 3 clusters Score -2322243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2322248.750000 Penalty: 3273.099854
	Iteration 53Q: 3 clusters Score -2322249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2322250.750000 Penalty: 3273.099854
	Iteration 54Q: 3 clusters Score -2322251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2322266.500000 Penalty: 3273.099854
	Iteration 55Q: 3 clusters Score -2322266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2322266.750000 Penalty: 3273.099854
	Iteration 56Q: 3 clusters Score -2322267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2322268.500000 Penalty: 3273.099854
	Iteration 57Q: 3 clusters Score -2322268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2322273.000000 Penalty: 3273.099854
	Iteration 58Q: 3 clusters Score -2322273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2322276.000000 Penalty: 3273.099854
	Iteration 59Q: 3 clusters Score -2322276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2322288.000000 Penalty: 3273.099854
	Iteration 60F: 3 clusters Score -2322288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2322291.750000 Penalty: 3273.099854
	Iteration 61Q: 3 clusters Score -2322292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2322301.000000 Penalty: 3273.099854
	Iteration 62Q: 3 clusters Score -2322301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2322302.000000 Penalty: 3273.099854
	Iteration 63Q: 3 clusters Score -2322302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2322301.250000 Penalty: 3273.099854
	Iteration 64Q: 3 clusters Score -2322301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2322300.000000 Penalty: 3273.099854
	Iteration 65Q: 3 clusters Score -2322300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2322300.250000 Penalty: 3273.099854
	Iteration 66Q: 3 clusters Score -2322300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2322302.250000 Penalty: 3273.099854
	Iteration 67Q: 3 clusters Score -2322302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2322302.750000 Penalty: 3273.099854
	Iteration 68Q: 3 clusters Score -2322303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2322303.000000 Penalty: 3273.099854
	Iteration 69Q: 3 clusters Score -2322303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2322304.250000 Penalty: 3273.099854
	Iteration 70Q: 3 clusters Score -2322304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2322304.500000 Penalty: 3273.099854
	Iteration 71Q: 3 clusters Score -2322304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2322304.250000 Penalty: 3273.099854
	Iteration 72Q: 3 clusters Score -2322304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2322304.250000 Penalty: 3273.099854
	Iteration 73F: 3 clusters Score -2322304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Entering Unmasked Estep 
Score: -754969.687500 Penalty: 1462.898926
	Iteration 0F: 2 clusters Score -754969.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -748980.562500 Penalty: 2925.797852
	Iteration 0F: 3 clusters Score -748980.6 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -750725.937500 Penalty: 2925.797852
	Iteration 1F: 3 clusters Score -750725.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -750922.562500 Penalty: 2925.797852
	Iteration 2F: 3 clusters Score -750922.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -751067.687500 Penalty: 2925.797852
	Iteration 3Q: 3 clusters Score -751067.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -751178.562500 Penalty: 2925.797852
	Iteration 4Q: 3 clusters Score -751178.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -751295.562500 Penalty: 2925.797852
	Iteration 5Q: 3 clusters Score -751295.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -751421.937500 Penalty: 2925.797852
	Iteration 6Q: 3 clusters Score -751421.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -751545.437500 Penalty: 2925.797852
	Iteration 7Q: 3 clusters Score -751545.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -751689.125000 Penalty: 2925.797852
	Iteration 8Q: 3 clusters Score -751689.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -751854.375000 Penalty: 2925.797852
	Iteration 9Q: 3 clusters Score -751854.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -752051.312500 Penalty: 2925.797852
	Iteration 10Q: 3 clusters Score -752051.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -752291.187500 Penalty: 2925.797852
	Iteration 11Q: 3 clusters Score -752291.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -752595.687500 Penalty: 2925.797852
	Iteration 12Q: 3 clusters Score -752595.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -752940.812500 Penalty: 2925.797852
	Iteration 13Q: 3 clusters Score -752940.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -753217.187500 Penalty: 2925.797852
	Iteration 14Q: 3 clusters Score -753217.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -753389.562500 Penalty: 2925.797852
	Iteration 15Q: 3 clusters Score -753389.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -753493.312500 Penalty: 2925.797852
	Iteration 16Q: 3 clusters Score -753493.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -753575.375000 Penalty: 2925.797852
	Iteration 17Q: 3 clusters Score -753575.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -753631.000000 Penalty: 2925.797852
	Iteration 18Q: 3 clusters Score -753631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -753656.875000 Penalty: 2925.797852
	Iteration 19Q: 3 clusters Score -753656.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -753681.750000 Penalty: 2925.797852
	Iteration 20F: 3 clusters Score -753681.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -753698.500000 Penalty: 2925.797852
	Iteration 21Q: 3 clusters Score -753698.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -753710.500000 Penalty: 2925.797852
	Iteration 22Q: 3 clusters Score -753710.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -753720.500000 Penalty: 2925.797852
	Iteration 23Q: 3 clusters Score -753720.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -753725.937500 Penalty: 2925.797852
	Iteration 24Q: 3 clusters Score -753725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -753729.375000 Penalty: 2925.797852
	Iteration 25Q: 3 clusters Score -753729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -753731.687500 Penalty: 2925.797852
	Iteration 26Q: 3 clusters Score -753731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -753731.812500 Penalty: 2925.797852
	Iteration 27Q: 3 clusters Score -753731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -753731.812500 Penalty: 2925.797852
	Iteration 28F: 3 clusters Score -753731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -73288.953125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -73288.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71956.914062 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -71956.91 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72212.617188 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -72212.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72269.406250 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -72269.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72301.210938 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -72301.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72321.140625 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -72321.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72327.234375 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -72327.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72329.671875 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -72329.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72333.046875 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -72333.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72335.039062 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -72335.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72339.210938 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -72339.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72341.406250 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -72341.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72345.468750 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -72345.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72348.671875 Penalty: 2196.002930
	Iteration 12Q: 3 clusters Score -72348.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72352.312500 Penalty: 2196.002930
	Iteration 13Q: 3 clusters Score -72352.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72354.304688 Penalty: 2196.002930
	Iteration 14Q: 3 clusters Score -72354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -72354.601562 Penalty: 2196.002930
	Iteration 15Q: 3 clusters Score -72354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72355.070312 Penalty: 2196.002930
	Iteration 16Q: 3 clusters Score -72355.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72355.070312 Penalty: 2196.002930
	Iteration 17F: 3 clusters Score -72355.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Entering Unmasked Estep 
Score: -1456116.500000 Penalty: 1564.217529
	Iteration 0F: 2 clusters Score -1456116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1445703.250000 Penalty: 3128.435059
	Iteration 0F: 3 clusters Score -1445703 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1449331.875000 Penalty: 3128.435059
	Iteration 1F: 3 clusters Score -1449332 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1449610.500000 Penalty: 3128.435059
	Iteration 2F: 3 clusters Score -1449610 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1449852.375000 Penalty: 3128.435059
	Iteration 3Q: 3 clusters Score -1449852 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1450073.000000 Penalty: 3128.435059
	Iteration 4Q: 3 clusters Score -1450073 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1450315.125000 Penalty: 3128.435059
	Iteration 5Q: 3 clusters Score -1450315 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1450590.625000 Penalty: 3128.435059
	Iteration 6Q: 3 clusters Score -1450591 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1450923.625000 Penalty: 3128.435059
	Iteration 7Q: 3 clusters Score -1450924 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1451317.875000 Penalty: 3128.435059
	Iteration 8Q: 3 clusters Score -1451318 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1451797.000000 Penalty: 3128.435059
	Iteration 9F: 3 clusters Score -1451797 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1452302.000000 Penalty: 3128.435059
	Iteration 10Q: 3 clusters Score -1452302 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1452851.500000 Penalty: 3128.435059
	Iteration 11Q: 3 clusters Score -1452852 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1453336.000000 Penalty: 3128.435059
	Iteration 12Q: 3 clusters Score -1453336 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1453813.250000 Penalty: 3128.435059
	Iteration 13Q: 3 clusters Score -1453813 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1454232.875000 Penalty: 3128.435059
	Iteration 14Q: 3 clusters Score -1454233 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1454485.875000 Penalty: 3128.435059
	Iteration 15Q: 3 clusters Score -1454486 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1454673.750000 Penalty: 3128.435059
	Iteration 16Q: 3 clusters Score -1454674 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1454817.750000 Penalty: 3128.435059
	Iteration 17Q: 3 clusters Score -1454818 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1454925.250000 Penalty: 3128.435059
	Iteration 18Q: 3 clusters Score -1454925 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1455006.000000 Penalty: 3128.435059
	Iteration 19Q: 3 clusters Score -1455006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1455080.125000 Penalty: 3128.435059
	Iteration 20F: 3 clusters Score -1455080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1455119.125000 Penalty: 3128.435059
	Iteration 21Q: 3 clusters Score -1455119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1455141.875000 Penalty: 3128.435059
	Iteration 22Q: 3 clusters Score -1455142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1455154.375000 Penalty: 3128.435059
	Iteration 23Q: 3 clusters Score -1455154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1455161.625000 Penalty: 3128.435059
	Iteration 24Q: 3 clusters Score -1455162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1455164.500000 Penalty: 3128.435059
	Iteration 25Q: 3 clusters Score -1455164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1455169.250000 Penalty: 3128.435059
	Iteration 26Q: 3 clusters Score -1455169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1455174.875000 Penalty: 3128.435059
	Iteration 27Q: 3 clusters Score -1455175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1455177.875000 Penalty: 3128.435059
	Iteration 28Q: 3 clusters Score -1455178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1455176.250000 Penalty: 3128.435059
	Iteration 29Q: 3 clusters Score -1455176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1455176.750000 Penalty: 3128.435059
	Iteration 30Q: 3 clusters Score -1455177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1455178.625000 Penalty: 3128.435059
	Iteration 31Q: 3 clusters Score -1455179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1455179.125000 Penalty: 3128.435059
	Iteration 32Q: 3 clusters Score -1455179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1455179.125000 Penalty: 3128.435059
	Iteration 33F: 3 clusters Score -1455179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Entering Unmasked Estep 
Score: -3121140.750000 Penalty: 1684.974609
	Iteration 0F: 2 clusters Score -3121141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3099772.250000 Penalty: 3369.949219
	Iteration 0F: 3 clusters Score -3099772 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3107710.000000 Penalty: 3369.949219
	Iteration 1F: 3 clusters Score -3107710 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3108031.500000 Penalty: 3369.949219
	Iteration 2Q: 3 clusters Score -3108032 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3108348.750000 Penalty: 3369.949219
	Iteration 3Q: 3 clusters Score -3108349 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3108702.750000 Penalty: 3369.949219
	Iteration 4Q: 3 clusters Score -3108703 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3109225.500000 Penalty: 3369.949219
	Iteration 5Q: 3 clusters Score -3109226 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3109952.500000 Penalty: 3369.949219
	Iteration 6Q: 3 clusters Score -3109952 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3110876.500000 Penalty: 3369.949219
	Iteration 7Q: 3 clusters Score -3110876 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3112035.250000 Penalty: 3369.949219
	Iteration 8Q: 3 clusters Score -3112035 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3113348.000000 Penalty: 3369.949219
	Iteration 9F: 3 clusters Score -3113348 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3114596.500000 Penalty: 3369.949219
	Iteration 10F: 3 clusters Score -3114596 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3115587.000000 Penalty: 3369.949219
	Iteration 11Q: 3 clusters Score -3115587 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3116282.500000 Penalty: 3369.949219
	Iteration 12Q: 3 clusters Score -3116282 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3116859.000000 Penalty: 3369.949219
	Iteration 13Q: 3 clusters Score -3116859 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3117255.250000 Penalty: 3369.949219
	Iteration 14Q: 3 clusters Score -3117255 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3117565.500000 Penalty: 3369.949219
	Iteration 15Q: 3 clusters Score -3117566 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3117826.000000 Penalty: 3369.949219
	Iteration 16Q: 3 clusters Score -3117826 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3118026.000000 Penalty: 3369.949219
	Iteration 17Q: 3 clusters Score -3118026 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3118208.000000 Penalty: 3369.949219
	Iteration 18Q: 3 clusters Score -3118208 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3118360.500000 Penalty: 3369.949219
	Iteration 19Q: 3 clusters Score -3118360 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3118478.250000 Penalty: 3369.949219
	Iteration 20F: 3 clusters Score -3118478 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3118612.750000 Penalty: 3369.949219
	Iteration 21Q: 3 clusters Score -3118613 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3118714.500000 Penalty: 3369.949219
	Iteration 22Q: 3 clusters Score -3118714 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3118823.500000 Penalty: 3369.949219
	Iteration 23Q: 3 clusters Score -3118824 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3118909.750000 Penalty: 3369.949219
	Iteration 24Q: 3 clusters Score -3118910 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3118979.250000 Penalty: 3369.949219
	Iteration 25Q: 3 clusters Score -3118979 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3119043.500000 Penalty: 3369.949219
	Iteration 26Q: 3 clusters Score -3119044 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3119105.000000 Penalty: 3369.949219
	Iteration 27Q: 3 clusters Score -3119105 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3119169.250000 Penalty: 3369.949219
	Iteration 28Q: 3 clusters Score -3119169 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3119243.250000 Penalty: 3369.949219
	Iteration 29Q: 3 clusters Score -3119243 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3119306.750000 Penalty: 3369.949219
	Iteration 30Q: 3 clusters Score -3119307 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3119340.500000 Penalty: 3369.949219
	Iteration 31Q: 3 clusters Score -3119340 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3119374.250000 Penalty: 3369.949219
	Iteration 32Q: 3 clusters Score -3119374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -3119411.500000 Penalty: 3369.949219
	Iteration 33Q: 3 clusters Score -3119412 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3119454.500000 Penalty: 3369.949219
	Iteration 34Q: 3 clusters Score -3119454 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3119492.250000 Penalty: 3369.949219
	Iteration 35Q: 3 clusters Score -3119492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3119525.250000 Penalty: 3369.949219
	Iteration 36Q: 3 clusters Score -3119525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3119551.000000 Penalty: 3369.949219
	Iteration 37Q: 3 clusters Score -3119551 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3119571.500000 Penalty: 3369.949219
	Iteration 38Q: 3 clusters Score -3119572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3119586.750000 Penalty: 3369.949219
	Iteration 39Q: 3 clusters Score -3119587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3119597.250000 Penalty: 3369.949219
	Iteration 40F: 3 clusters Score -3119597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3119613.500000 Penalty: 3369.949219
	Iteration 41Q: 3 clusters Score -3119614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3119627.250000 Penalty: 3369.949219
	Iteration 42Q: 3 clusters Score -3119627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -3119632.250000 Penalty: 3369.949219
	Iteration 43Q: 3 clusters Score -3119632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3119642.500000 Penalty: 3369.949219
	Iteration 44Q: 3 clusters Score -3119642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -3119646.250000 Penalty: 3369.949219
	Iteration 45Q: 3 clusters Score -3119646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3119651.750000 Penalty: 3369.949219
	Iteration 46Q: 3 clusters Score -3119652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3119653.750000 Penalty: 3369.949219
	Iteration 47Q: 3 clusters Score -3119654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3119659.500000 Penalty: 3369.949219
	Iteration 48Q: 3 clusters Score -3119660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3119666.000000 Penalty: 3369.949219
	Iteration 49Q: 3 clusters Score -3119666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3119670.250000 Penalty: 3369.949219
	Iteration 50Q: 3 clusters Score -3119670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3119666.500000 Penalty: 3369.949219
	Iteration 51Q: 3 clusters Score -3119666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3119674.500000 Penalty: 3369.949219
	Iteration 52Q: 3 clusters Score -3119674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3119680.000000 Penalty: 3369.949219
	Iteration 53Q: 3 clusters Score -3119680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3119688.000000 Penalty: 3369.949219
	Iteration 54Q: 3 clusters Score -3119688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3119691.750000 Penalty: 3369.949219
	Iteration 55Q: 3 clusters Score -3119692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3119695.750000 Penalty: 3369.949219
	Iteration 56Q: 3 clusters Score -3119696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3119699.250000 Penalty: 3369.949219
	Iteration 57Q: 3 clusters Score -3119699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3119700.250000 Penalty: 3369.949219
	Iteration 58Q: 3 clusters Score -3119700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3119702.250000 Penalty: 3369.949219
	Iteration 59Q: 3 clusters Score -3119702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3119705.500000 Penalty: 3369.949219
	Iteration 60F: 3 clusters Score -3119706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -3119703.000000 Penalty: 3369.949219
	Iteration 61Q: 3 clusters Score -3119703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3119707.500000 Penalty: 3369.949219
	Iteration 62Q: 3 clusters Score -3119708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -3119705.000000 Penalty: 3369.949219
	Iteration 63Q: 3 clusters Score -3119705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3119707.500000 Penalty: 3369.949219
	Iteration 64Q: 3 clusters Score -3119708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3119708.250000 Penalty: 3369.949219
	Iteration 65Q: 3 clusters Score -3119708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3119709.750000 Penalty: 3369.949219
	Iteration 66Q: 3 clusters Score -3119710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3119714.500000 Penalty: 3369.949219
	Iteration 67Q: 3 clusters Score -3119714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3119713.750000 Penalty: 3369.949219
	Iteration 68Q: 3 clusters Score -3119714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3119718.750000 Penalty: 3369.949219
	Iteration 69Q: 3 clusters Score -3119719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3119723.750000 Penalty: 3369.949219
	Iteration 70Q: 3 clusters Score -3119724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -3119721.250000 Penalty: 3369.949219
	Iteration 71Q: 3 clusters Score -3119721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -3119728.000000 Penalty: 3369.949219
	Iteration 72Q: 3 clusters Score -3119728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3119731.500000 Penalty: 3369.949219
	Iteration 73Q: 3 clusters Score -3119732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -3119733.250000 Penalty: 3369.949219
	Iteration 74Q: 3 clusters Score -3119733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3119734.750000 Penalty: 3369.949219
	Iteration 75Q: 3 clusters Score -3119735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3119742.250000 Penalty: 3369.949219
	Iteration 76Q: 3 clusters Score -3119742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3119750.750000 Penalty: 3369.949219
	Iteration 77Q: 3 clusters Score -3119751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3119752.500000 Penalty: 3369.949219
	Iteration 78Q: 3 clusters Score -3119752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -3119760.500000 Penalty: 3369.949219
	Iteration 79Q: 3 clusters Score -3119760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -3119759.000000 Penalty: 3369.949219
	Iteration 80F: 3 clusters Score -3119759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3119762.250000 Penalty: 3369.949219
	Iteration 81Q: 3 clusters Score -3119762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3119763.000000 Penalty: 3369.949219
	Iteration 82Q: 3 clusters Score -3119763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3119762.250000 Penalty: 3369.949219
	Iteration 83Q: 3 clusters Score -3119762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3119762.000000 Penalty: 3369.949219
	Iteration 84Q: 3 clusters Score -3119762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3119762.000000 Penalty: 3369.949219
	Iteration 85F: 3 clusters Score -3119762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -133313.140625 Penalty: 1208.450317
	Iteration 0F: 2 clusters Score -133313.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -131438.125000 Penalty: 2416.900635
	Iteration 0F: 3 clusters Score -131438.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -131875.734375 Penalty: 2416.900635
	Iteration 1F: 3 clusters Score -131875.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -132059.984375 Penalty: 2416.900635
	Iteration 2F: 3 clusters Score -132060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -132228.515625 Penalty: 2416.900635
	Iteration 3F: 3 clusters Score -132228.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -132446.109375 Penalty: 2416.900635
	Iteration 4F: 3 clusters Score -132446.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -132675.671875 Penalty: 2416.900635
	Iteration 5F: 3 clusters Score -132675.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -132815.843750 Penalty: 2416.900635
	Iteration 6F: 3 clusters Score -132815.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132934.750000 Penalty: 2416.900635
	Iteration 7Q: 3 clusters Score -132934.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133012.953125 Penalty: 2416.900635
	Iteration 8Q: 3 clusters Score -133013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133092.234375 Penalty: 2416.900635
	Iteration 9Q: 3 clusters Score -133092.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133152.078125 Penalty: 2416.900635
	Iteration 10Q: 3 clusters Score -133152.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133211.468750 Penalty: 2416.900635
	Iteration 11Q: 3 clusters Score -133211.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133252.000000 Penalty: 2416.900635
	Iteration 12Q: 3 clusters Score -133252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133266.156250 Penalty: 2416.900635
	Iteration 13Q: 3 clusters Score -133266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133272.109375 Penalty: 2416.900635
	Iteration 14Q: 3 clusters Score -133272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133273.765625 Penalty: 2416.900635
	Iteration 15Q: 3 clusters Score -133273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133273.765625 Penalty: 2416.900635
	Iteration 16F: 3 clusters Score -133273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (36821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Entering Unmasked Estep 
Score: -3528269.000000 Penalty: 1708.496338
	Iteration 0F: 2 clusters Score -3528269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3503689.250000 Penalty: 3416.992676
	Iteration 0F: 3 clusters Score -3503689 nChanged 17111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3513688.000000 Penalty: 3416.992676
	Iteration 1F: 3 clusters Score -3513688 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3514520.000000 Penalty: 3416.992676
	Iteration 2F: 3 clusters Score -3514520 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3515557.500000 Penalty: 3416.992676
	Iteration 3F: 3 clusters Score -3515558 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3516898.500000 Penalty: 3416.992676
	Iteration 4F: 3 clusters Score -3516898 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3518404.750000 Penalty: 3416.992676
	Iteration 5F: 3 clusters Score -3518405 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3519869.250000 Penalty: 3416.992676
	Iteration 6F: 3 clusters Score -3519869 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3521091.750000 Penalty: 3416.992676
	Iteration 7Q: 3 clusters Score -3521092 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3521974.000000 Penalty: 3416.992676
	Iteration 8Q: 3 clusters Score -3521974 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3522491.500000 Penalty: 3416.992676
	Iteration 9Q: 3 clusters Score -3522492 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3522802.500000 Penalty: 3416.992676
	Iteration 10Q: 3 clusters Score -3522802 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3523029.500000 Penalty: 3416.992676
	Iteration 11Q: 3 clusters Score -3523030 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3523249.000000 Penalty: 3416.992676
	Iteration 12Q: 3 clusters Score -3523249 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3523499.250000 Penalty: 3416.992676
	Iteration 13Q: 3 clusters Score -3523499 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3523742.500000 Penalty: 3416.992676
	Iteration 14Q: 3 clusters Score -3523742 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -3523963.750000 Penalty: 3416.992676
	Iteration 15Q: 3 clusters Score -3523964 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3524142.250000 Penalty: 3416.992676
	Iteration 16Q: 3 clusters Score -3524142 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -3524351.250000 Penalty: 3416.992676
	Iteration 17Q: 3 clusters Score -3524351 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -3524551.750000 Penalty: 3416.992676
	Iteration 18Q: 3 clusters Score -3524552 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -3524771.500000 Penalty: 3416.992676
	Iteration 19Q: 3 clusters Score -3524772 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3525009.750000 Penalty: 3416.992676
	Iteration 20F: 3 clusters Score -3525010 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -3525205.750000 Penalty: 3416.992676
	Iteration 21Q: 3 clusters Score -3525206 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -3525338.000000 Penalty: 3416.992676
	Iteration 22Q: 3 clusters Score -3525338 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -3525498.750000 Penalty: 3416.992676
	Iteration 23Q: 3 clusters Score -3525499 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -3525699.750000 Penalty: 3416.992676
	Iteration 24Q: 3 clusters Score -3525700 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -3525874.250000 Penalty: 3416.992676
	Iteration 25Q: 3 clusters Score -3525874 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3526038.500000 Penalty: 3416.992676
	Iteration 26Q: 3 clusters Score -3526038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -3526171.250000 Penalty: 3416.992676
	Iteration 27Q: 3 clusters Score -3526171 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3526294.500000 Penalty: 3416.992676
	Iteration 28Q: 3 clusters Score -3526294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3526423.750000 Penalty: 3416.992676
	Iteration 29Q: 3 clusters Score -3526424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -3526522.500000 Penalty: 3416.992676
	Iteration 30Q: 3 clusters Score -3526522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -3526581.000000 Penalty: 3416.992676
	Iteration 31Q: 3 clusters Score -3526581 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -3526641.500000 Penalty: 3416.992676
	Iteration 32Q: 3 clusters Score -3526642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -3526691.750000 Penalty: 3416.992676
	Iteration 33Q: 3 clusters Score -3526692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -3526736.750000 Penalty: 3416.992676
	Iteration 34Q: 3 clusters Score -3526737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -3526767.000000 Penalty: 3416.992676
	Iteration 35Q: 3 clusters Score -3526767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -3526791.250000 Penalty: 3416.992676
	Iteration 36Q: 3 clusters Score -3526791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -3526806.000000 Penalty: 3416.992676
	Iteration 37Q: 3 clusters Score -3526806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -3526821.000000 Penalty: 3416.992676
	Iteration 38Q: 3 clusters Score -3526821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3526829.500000 Penalty: 3416.992676
	Iteration 39Q: 3 clusters Score -3526830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -3526841.000000 Penalty: 3416.992676
	Iteration 40F: 3 clusters Score -3526841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -3526841.250000 Penalty: 3416.992676
	Iteration 41Q: 3 clusters Score -3526841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3526841.000000 Penalty: 3416.992676
	Iteration 42Q: 3 clusters Score -3526841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -3526841.250000 Penalty: 3416.992676
	Iteration 43Q: 3 clusters Score -3526841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -3526847.000000 Penalty: 3416.992676
	Iteration 44Q: 3 clusters Score -3526847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3526848.000000 Penalty: 3416.992676
	Iteration 45Q: 3 clusters Score -3526848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -3526848.750000 Penalty: 3416.992676
	Iteration 46Q: 3 clusters Score -3526849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -3526846.750000 Penalty: 3416.992676
	Iteration 47Q: 3 clusters Score -3526847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -3526859.500000 Penalty: 3416.992676
	Iteration 48Q: 3 clusters Score -3526860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -3526860.250000 Penalty: 3416.992676
	Iteration 49Q: 3 clusters Score -3526860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -3526859.250000 Penalty: 3416.992676
	Iteration 50Q: 3 clusters Score -3526859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -3526855.750000 Penalty: 3416.992676
	Iteration 51Q: 3 clusters Score -3526856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -3526860.500000 Penalty: 3416.992676
	Iteration 52Q: 3 clusters Score -3526860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3526859.000000 Penalty: 3416.992676
	Iteration 53Q: 3 clusters Score -3526859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3526862.750000 Penalty: 3416.992676
	Iteration 54Q: 3 clusters Score -3526863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -3526862.250000 Penalty: 3416.992676
	Iteration 55Q: 3 clusters Score -3526862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -3526862.250000 Penalty: 3416.992676
	Iteration 56F: 3 clusters Score -3526862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -216507.812500 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -216507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -214226.937500 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -214226.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -214800.390625 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -214800.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -214963.000000 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -214963 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -215061.203125 Penalty: 2523.947754
	Iteration 3F: 3 clusters Score -215061.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -215149.265625 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -215149.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -215207.812500 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -215207.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -215269.781250 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -215269.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -215327.421875 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -215327.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -215363.328125 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -215363.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -215403.687500 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -215403.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -215447.921875 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -215447.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -215480.390625 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -215480.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -215519.468750 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -215519.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -215563.906250 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -215563.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -215599.218750 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -215599.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -215640.484375 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -215640.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -215673.015625 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -215673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -215698.218750 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -215698.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -215724.218750 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -215724.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215743.312500 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -215743.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -215754.015625 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -215754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -215766.687500 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -215766.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -215779.312500 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -215779.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -215790.937500 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -215790.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215805.171875 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -215805.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215816.000000 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -215816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -215825.812500 Penalty: 2523.947754
	Iteration 26Q: 3 clusters Score -215825.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215830.406250 Penalty: 2523.947754
	Iteration 27Q: 3 clusters Score -215830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -215835.015625 Penalty: 2523.947754
	Iteration 28Q: 3 clusters Score -215835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215838.437500 Penalty: 2523.947754
	Iteration 29Q: 3 clusters Score -215838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -215842.625000 Penalty: 2523.947754
	Iteration 30Q: 3 clusters Score -215842.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -215846.328125 Penalty: 2523.947754
	Iteration 31Q: 3 clusters Score -215846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -215849.765625 Penalty: 2523.947754
	Iteration 32Q: 3 clusters Score -215849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -215850.687500 Penalty: 2523.947754
	Iteration 33Q: 3 clusters Score -215850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -215852.406250 Penalty: 2523.947754
	Iteration 34Q: 3 clusters Score -215852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -215852.906250 Penalty: 2523.947754
	Iteration 35Q: 3 clusters Score -215852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -215852.906250 Penalty: 2523.947754
	Iteration 36F: 3 clusters Score -215852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (39568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Entering Unmasked Estep 
Score: -3772701.500000 Penalty: 1720.188599
	Iteration 0F: 2 clusters Score -3772702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3748441.750000 Penalty: 3440.377197
	Iteration 0F: 3 clusters Score -3748442 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3758669.250000 Penalty: 3440.377197
	Iteration 1F: 3 clusters Score -3758669 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3758997.000000 Penalty: 3440.377197
	Iteration 2Q: 3 clusters Score -3758997 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3759406.000000 Penalty: 3440.377197
	Iteration 3Q: 3 clusters Score -3759406 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3759909.750000 Penalty: 3440.377197
	Iteration 4Q: 3 clusters Score -3759910 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3760779.500000 Penalty: 3440.377197
	Iteration 5Q: 3 clusters Score -3760780 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3762252.500000 Penalty: 3440.377197
	Iteration 6F: 3 clusters Score -3762252 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -3764696.250000 Penalty: 3440.377197
	Iteration 7F: 3 clusters Score -3764696 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -3767872.750000 Penalty: 3440.377197
	Iteration 8F: 3 clusters Score -3767873 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -3769809.750000 Penalty: 3440.377197
	Iteration 9F: 3 clusters Score -3769810 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -3770651.250000 Penalty: 3440.377197
	Iteration 10Q: 3 clusters Score -3770651 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -3770983.000000 Penalty: 3440.377197
	Iteration 11Q: 3 clusters Score -3770983 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -3771092.750000 Penalty: 3440.377197
	Iteration 12Q: 3 clusters Score -3771093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -3771153.000000 Penalty: 3440.377197
	Iteration 13Q: 3 clusters Score -3771153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -3771186.750000 Penalty: 3440.377197
	Iteration 14Q: 3 clusters Score -3771187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -3771202.250000 Penalty: 3440.377197
	Iteration 15Q: 3 clusters Score -3771202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -3771224.250000 Penalty: 3440.377197
	Iteration 16Q: 3 clusters Score -3771224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -3771239.250000 Penalty: 3440.377197
	Iteration 17Q: 3 clusters Score -3771239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -3771261.500000 Penalty: 3440.377197
	Iteration 18Q: 3 clusters Score -3771262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -3771274.250000 Penalty: 3440.377197
	Iteration 19Q: 3 clusters Score -3771274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -3771277.500000 Penalty: 3440.377197
	Iteration 20F: 3 clusters Score -3771278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -3771286.000000 Penalty: 3440.377197
	Iteration 21Q: 3 clusters Score -3771286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -3771287.500000 Penalty: 3440.377197
	Iteration 22Q: 3 clusters Score -3771288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -3771290.750000 Penalty: 3440.377197
	Iteration 23Q: 3 clusters Score -3771291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -3771301.250000 Penalty: 3440.377197
	Iteration 24Q: 3 clusters Score -3771301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -3771301.250000 Penalty: 3440.377197
	Iteration 25Q: 3 clusters Score -3771301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -3771302.750000 Penalty: 3440.377197
	Iteration 26Q: 3 clusters Score -3771303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -3771299.250000 Penalty: 3440.377197
	Iteration 27Q: 3 clusters Score -3771299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -3771299.750000 Penalty: 3440.377197
	Iteration 28Q: 3 clusters Score -3771300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -3771299.750000 Penalty: 3440.377197
	Iteration 29Q: 3 clusters Score -3771300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -3771302.500000 Penalty: 3440.377197
	Iteration 30Q: 3 clusters Score -3771302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -3771302.500000 Penalty: 3440.377197
	Iteration 31F: 3 clusters Score -3771302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Entering Unmasked Estep 
Score: -575920.125000 Penalty: 1422.166016
	Iteration 0F: 2 clusters Score -575920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -571047.000000 Penalty: 2844.332031
	Iteration 0F: 3 clusters Score -571047 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -572559.875000 Penalty: 2844.332031
	Iteration 1F: 3 clusters Score -572559.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -572900.687500 Penalty: 2844.332031
	Iteration 2F: 3 clusters Score -572900.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -573240.312500 Penalty: 2844.332031
	Iteration 3F: 3 clusters Score -573240.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -573608.625000 Penalty: 2844.332031
	Iteration 4F: 3 clusters Score -573608.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -574043.250000 Penalty: 2844.332031
	Iteration 5F: 3 clusters Score -574043.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -574506.250000 Penalty: 2844.332031
	Iteration 6F: 3 clusters Score -574506.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -574940.000000 Penalty: 2844.332031
	Iteration 7F: 3 clusters Score -574940 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -575274.937500 Penalty: 2844.332031
	Iteration 8F: 3 clusters Score -575274.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -575480.375000 Penalty: 2844.332031
	Iteration 9Q: 3 clusters Score -575480.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -575585.750000 Penalty: 2844.332031
	Iteration 10Q: 3 clusters Score -575585.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -575638.000000 Penalty: 2844.332031
	Iteration 11Q: 3 clusters Score -575638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -575678.687500 Penalty: 2844.332031
	Iteration 12Q: 3 clusters Score -575678.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -575717.250000 Penalty: 2844.332031
	Iteration 13Q: 3 clusters Score -575717.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -575738.937500 Penalty: 2844.332031
	Iteration 14Q: 3 clusters Score -575738.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -575752.187500 Penalty: 2844.332031
	Iteration 15Q: 3 clusters Score -575752.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -575767.812500 Penalty: 2844.332031
	Iteration 16Q: 3 clusters Score -575767.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -575774.937500 Penalty: 2844.332031
	Iteration 17Q: 3 clusters Score -575774.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -575784.125000 Penalty: 2844.332031
	Iteration 18Q: 3 clusters Score -575784.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -575789.437500 Penalty: 2844.332031
	Iteration 19Q: 3 clusters Score -575789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -575797.937500 Penalty: 2844.332031
	Iteration 20F: 3 clusters Score -575797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -575799.062500 Penalty: 2844.332031
	Iteration 21Q: 3 clusters Score -575799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -575799.437500 Penalty: 2844.332031
	Iteration 22Q: 3 clusters Score -575799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -575800.250000 Penalty: 2844.332031
	Iteration 23Q: 3 clusters Score -575800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -575800.437500 Penalty: 2844.332031
	Iteration 24Q: 3 clusters Score -575800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -575802.687500 Penalty: 2844.332031
	Iteration 25Q: 3 clusters Score -575802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -575802.687500 Penalty: 2844.332031
	Iteration 26Q: 3 clusters Score -575802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -575802.687500 Penalty: 2844.332031
	Iteration 27F: 3 clusters Score -575802.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Entering Unmasked Estep 
Score: -3970550.500000 Penalty: 1727.335205
	Iteration 0F: 2 clusters Score -3970550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3946024.500000 Penalty: 3454.670410
	Iteration 0F: 3 clusters Score -3946024 nChanged 19320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3956931.750000 Penalty: 3454.670410
	Iteration 1F: 3 clusters Score -3956932 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3957355.000000 Penalty: 3454.670410
	Iteration 2Q: 3 clusters Score -3957355 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3957807.750000 Penalty: 3454.670410
	Iteration 3Q: 3 clusters Score -3957808 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3958352.750000 Penalty: 3454.670410
	Iteration 4Q: 3 clusters Score -3958353 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3959040.250000 Penalty: 3454.670410
	Iteration 5Q: 3 clusters Score -3959040 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3960074.000000 Penalty: 3454.670410
	Iteration 6Q: 3 clusters Score -3960074 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3961362.250000 Penalty: 3454.670410
	Iteration 7F: 3 clusters Score -3961362 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3962784.250000 Penalty: 3454.670410
	Iteration 8F: 3 clusters Score -3962784 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3964222.250000 Penalty: 3454.670410
	Iteration 9F: 3 clusters Score -3964222 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -3965190.500000 Penalty: 3454.670410
	Iteration 10Q: 3 clusters Score -3965190 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3965667.000000 Penalty: 3454.670410
	Iteration 11Q: 3 clusters Score -3965667 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3965883.500000 Penalty: 3454.670410
	Iteration 12Q: 3 clusters Score -3965884 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3966033.750000 Penalty: 3454.670410
	Iteration 13Q: 3 clusters Score -3966034 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3966168.250000 Penalty: 3454.670410
	Iteration 14Q: 3 clusters Score -3966168 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3966303.250000 Penalty: 3454.670410
	Iteration 15Q: 3 clusters Score -3966303 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3966482.000000 Penalty: 3454.670410
	Iteration 16Q: 3 clusters Score -3966482 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3966664.500000 Penalty: 3454.670410
	Iteration 17Q: 3 clusters Score -3966664 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3966850.250000 Penalty: 3454.670410
	Iteration 18Q: 3 clusters Score -3966850 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3967081.750000 Penalty: 3454.670410
	Iteration 19Q: 3 clusters Score -3967082 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3967355.000000 Penalty: 3454.670410
	Iteration 20F: 3 clusters Score -3967355 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3967662.250000 Penalty: 3454.670410
	Iteration 21Q: 3 clusters Score -3967662 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3968025.250000 Penalty: 3454.670410
	Iteration 22Q: 3 clusters Score -3968025 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3968386.000000 Penalty: 3454.670410
	Iteration 23Q: 3 clusters Score -3968386 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3968563.750000 Penalty: 3454.670410
	Iteration 24Q: 3 clusters Score -3968564 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3968695.250000 Penalty: 3454.670410
	Iteration 25Q: 3 clusters Score -3968695 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3968806.500000 Penalty: 3454.670410
	Iteration 26Q: 3 clusters Score -3968806 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3968919.500000 Penalty: 3454.670410
	Iteration 27Q: 3 clusters Score -3968920 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3968962.500000 Penalty: 3454.670410
	Iteration 28Q: 3 clusters Score -3968962 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3969046.500000 Penalty: 3454.670410
	Iteration 29Q: 3 clusters Score -3969046 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3969092.500000 Penalty: 3454.670410
	Iteration 30Q: 3 clusters Score -3969092 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3969165.000000 Penalty: 3454.670410
	Iteration 31Q: 3 clusters Score -3969165 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3969220.500000 Penalty: 3454.670410
	Iteration 32Q: 3 clusters Score -3969220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3969242.500000 Penalty: 3454.670410
	Iteration 33Q: 3 clusters Score -3969242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3969266.250000 Penalty: 3454.670410
	Iteration 34Q: 3 clusters Score -3969266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3969247.000000 Penalty: 3454.670410
	Iteration 35Q: 3 clusters Score -3969247 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3969226.000000 Penalty: 3454.670410
	Iteration 36Q: 3 clusters Score -3969226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3969223.500000 Penalty: 3454.670410
	Iteration 37Q: 3 clusters Score -3969224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3969233.250000 Penalty: 3454.670410
	Iteration 38Q: 3 clusters Score -3969233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3969235.750000 Penalty: 3454.670410
	Iteration 39Q: 3 clusters Score -3969236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3969231.750000 Penalty: 3454.670410
	Iteration 40F: 3 clusters Score -3969232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3969235.250000 Penalty: 3454.670410
	Iteration 41Q: 3 clusters Score -3969235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3969234.000000 Penalty: 3454.670410
	Iteration 42Q: 3 clusters Score -3969234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3969251.000000 Penalty: 3454.670410
	Iteration 43Q: 3 clusters Score -3969251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3969251.250000 Penalty: 3454.670410
	Iteration 44Q: 3 clusters Score -3969251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3969264.000000 Penalty: 3454.670410
	Iteration 45Q: 3 clusters Score -3969264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3969289.000000 Penalty: 3454.670410
	Iteration 46Q: 3 clusters Score -3969289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3969289.250000 Penalty: 3454.670410
	Iteration 47Q: 3 clusters Score -3969289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3969295.750000 Penalty: 3454.670410
	Iteration 48Q: 3 clusters Score -3969296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3969287.250000 Penalty: 3454.670410
	Iteration 49Q: 3 clusters Score -3969287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3969287.750000 Penalty: 3454.670410
	Iteration 50Q: 3 clusters Score -3969288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3969288.000000 Penalty: 3454.670410
	Iteration 51Q: 3 clusters Score -3969288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3969290.000000 Penalty: 3454.670410
	Iteration 52Q: 3 clusters Score -3969290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3969295.250000 Penalty: 3454.670410
	Iteration 53Q: 3 clusters Score -3969295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3969291.750000 Penalty: 3454.670410
	Iteration 54Q: 3 clusters Score -3969292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3969291.750000 Penalty: 3454.670410
	Iteration 55F: 3 clusters Score -3969292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -131797.515625 Penalty: 1186.546143
	Iteration 0F: 2 clusters Score -131797.5 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 758 members 
Entering Unmasked Estep 
Score: -130066.609375 Penalty: 2373.092285
	Iteration 0F: 3 clusters Score -130066.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130426.242188 Penalty: 2373.092285
	Iteration 1F: 3 clusters Score -130426.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -130535.507812 Penalty: 2373.092285
	Iteration 2F: 3 clusters Score -130535.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130630.468750 Penalty: 2373.092285
	Iteration 3F: 3 clusters Score -130630.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -130691.156250 Penalty: 2373.092285
	Iteration 4Q: 3 clusters Score -130691.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -130733.085938 Penalty: 2373.092285
	Iteration 5Q: 3 clusters Score -130733.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -130775.703125 Penalty: 2373.092285
	Iteration 6Q: 3 clusters Score -130775.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -130837.117188 Penalty: 2373.092285
	Iteration 7Q: 3 clusters Score -130837.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -130915.195312 Penalty: 2373.092285
	Iteration 8Q: 3 clusters Score -130915.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -130992.171875 Penalty: 2373.092285
	Iteration 9Q: 3 clusters Score -130992.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131063.789062 Penalty: 2373.092285
	Iteration 10Q: 3 clusters Score -131063.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131132.156250 Penalty: 2373.092285
	Iteration 11Q: 3 clusters Score -131132.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131175.500000 Penalty: 2373.092285
	Iteration 12Q: 3 clusters Score -131175.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131227.281250 Penalty: 2373.092285
	Iteration 13Q: 3 clusters Score -131227.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131264.515625 Penalty: 2373.092285
	Iteration 14Q: 3 clusters Score -131264.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -131294.187500 Penalty: 2373.092285
	Iteration 15Q: 3 clusters Score -131294.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131334.015625 Penalty: 2373.092285
	Iteration 16Q: 3 clusters Score -131334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131432.625000 Penalty: 2373.092285
	Iteration 17Q: 3 clusters Score -131432.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131539.312500 Penalty: 2373.092285
	Iteration 18Q: 3 clusters Score -131539.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -131600.984375 Penalty: 2373.092285
	Iteration 19Q: 3 clusters Score -131601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -131618.609375 Penalty: 2373.092285
	Iteration 20F: 3 clusters Score -131618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131624.750000 Penalty: 2373.092285
	Iteration 21Q: 3 clusters Score -131624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131625.593750 Penalty: 2373.092285
	Iteration 22Q: 3 clusters Score -131625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131625.593750 Penalty: 2373.092285
	Iteration 23F: 3 clusters Score -131625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -87205.218750 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -87205.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -85706.640625 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -85706.64 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86053.179688 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -86053.18 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86187.992188 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -86187.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -86275.507812 Penalty: 2280.106445
	Iteration 3F: 3 clusters Score -86275.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86345.843750 Penalty: 2280.106445
	Iteration 4F: 3 clusters Score -86345.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -86405.390625 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -86405.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86468.617188 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -86468.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -86517.062500 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -86517.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -86566.117188 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -86566.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -86616.632812 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -86616.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -86655.867188 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -86655.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -86676.796875 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -86676.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -86696.710938 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -86696.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -86712.460938 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -86712.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -86722.226562 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -86722.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -86726.953125 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -86726.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -86730.976562 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -86730.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -86733.320312 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -86733.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -86734.218750 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -86734.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -86735.484375 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -86735.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -86737.203125 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -86737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -86737.578125 Penalty: 2280.106445
	Iteration 21Q: 3 clusters Score -86737.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -86737.578125 Penalty: 2280.106445
	Iteration 22F: 3 clusters Score -86737.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Entering Unmasked Estep 
Score: -492963.906250 Penalty: 1397.150757
	Iteration 0F: 2 clusters Score -492963.9 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 2734 members 
Entering Unmasked Estep 
Score: -488712.906250 Penalty: 2794.301514
	Iteration 0F: 3 clusters Score -488712.9 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -489873.593750 Penalty: 2794.301514
	Iteration 1F: 3 clusters Score -489873.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -490079.125000 Penalty: 2794.301514
	Iteration 2F: 3 clusters Score -490079.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -490250.656250 Penalty: 2794.301514
	Iteration 3F: 3 clusters Score -490250.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -490436.875000 Penalty: 2794.301514
	Iteration 4F: 3 clusters Score -490436.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -490618.843750 Penalty: 2794.301514
	Iteration 5F: 3 clusters Score -490618.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -490770.406250 Penalty: 2794.301514
	Iteration 6Q: 3 clusters Score -490770.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -490904.687500 Penalty: 2794.301514
	Iteration 7Q: 3 clusters Score -490904.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -491023.187500 Penalty: 2794.301514
	Iteration 8Q: 3 clusters Score -491023.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -491135.875000 Penalty: 2794.301514
	Iteration 9Q: 3 clusters Score -491135.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -491235.750000 Penalty: 2794.301514
	Iteration 10Q: 3 clusters Score -491235.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -491334.031250 Penalty: 2794.301514
	Iteration 11Q: 3 clusters Score -491334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -491416.375000 Penalty: 2794.301514
	Iteration 12Q: 3 clusters Score -491416.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -491502.718750 Penalty: 2794.301514
	Iteration 13Q: 3 clusters Score -491502.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -491598.281250 Penalty: 2794.301514
	Iteration 14Q: 3 clusters Score -491598.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -491711.625000 Penalty: 2794.301514
	Iteration 15Q: 3 clusters Score -491711.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -491857.906250 Penalty: 2794.301514
	Iteration 16Q: 3 clusters Score -491857.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -492032.656250 Penalty: 2794.301514
	Iteration 17Q: 3 clusters Score -492032.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -492192.093750 Penalty: 2794.301514
	Iteration 18Q: 3 clusters Score -492192.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -492316.843750 Penalty: 2794.301514
	Iteration 19Q: 3 clusters Score -492316.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -492399.562500 Penalty: 2794.301514
	Iteration 20F: 3 clusters Score -492399.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -492452.468750 Penalty: 2794.301514
	Iteration 21Q: 3 clusters Score -492452.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -492482.125000 Penalty: 2794.301514
	Iteration 22Q: 3 clusters Score -492482.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -492502.531250 Penalty: 2794.301514
	Iteration 23Q: 3 clusters Score -492502.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -492519.281250 Penalty: 2794.301514
	Iteration 24Q: 3 clusters Score -492519.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -492535.500000 Penalty: 2794.301514
	Iteration 25Q: 3 clusters Score -492535.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -492544.531250 Penalty: 2794.301514
	Iteration 26Q: 3 clusters Score -492544.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -492549.718750 Penalty: 2794.301514
	Iteration 27Q: 3 clusters Score -492549.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -492552.000000 Penalty: 2794.301514
	Iteration 28Q: 3 clusters Score -492552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -492555.718750 Penalty: 2794.301514
	Iteration 29Q: 3 clusters Score -492555.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -492557.250000 Penalty: 2794.301514
	Iteration 30Q: 3 clusters Score -492557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -492558.125000 Penalty: 2794.301514
	Iteration 31Q: 3 clusters Score -492558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -492560.437500 Penalty: 2794.301514
	Iteration 32Q: 3 clusters Score -492560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -492559.843750 Penalty: 2794.301514
	Iteration 33Q: 3 clusters Score -492559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -492559.843750 Penalty: 2794.301514
	Iteration 34F: 3 clusters Score -492559.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Entering Unmasked Estep 
Score: -821924.187500 Penalty: 1471.489990
	Iteration 0F: 2 clusters Score -821924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -815635.812500 Penalty: 2942.979980
	Iteration 0F: 3 clusters Score -815635.8 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -817638.250000 Penalty: 2942.979980
	Iteration 1F: 3 clusters Score -817638.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -817920.625000 Penalty: 2942.979980
	Iteration 2F: 3 clusters Score -817920.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -818208.000000 Penalty: 2942.979980
	Iteration 3F: 3 clusters Score -818208 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -818525.937500 Penalty: 2942.979980
	Iteration 4F: 3 clusters Score -818525.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -818869.250000 Penalty: 2942.979980
	Iteration 5F: 3 clusters Score -818869.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -819245.375000 Penalty: 2942.979980
	Iteration 6F: 3 clusters Score -819245.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -819599.562500 Penalty: 2942.979980
	Iteration 7F: 3 clusters Score -819599.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -819882.375000 Penalty: 2942.979980
	Iteration 8Q: 3 clusters Score -819882.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -820142.250000 Penalty: 2942.979980
	Iteration 9Q: 3 clusters Score -820142.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -820392.062500 Penalty: 2942.979980
	Iteration 10Q: 3 clusters Score -820392.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -820628.437500 Penalty: 2942.979980
	Iteration 11Q: 3 clusters Score -820628.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -820810.250000 Penalty: 2942.979980
	Iteration 12Q: 3 clusters Score -820810.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -820927.500000 Penalty: 2942.979980
	Iteration 13Q: 3 clusters Score -820927.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -821003.500000 Penalty: 2942.979980
	Iteration 14Q: 3 clusters Score -821003.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -821041.875000 Penalty: 2942.979980
	Iteration 15Q: 3 clusters Score -821041.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -821070.812500 Penalty: 2942.979980
	Iteration 16Q: 3 clusters Score -821070.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -821098.687500 Penalty: 2942.979980
	Iteration 17Q: 3 clusters Score -821098.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -821116.562500 Penalty: 2942.979980
	Iteration 18Q: 3 clusters Score -821116.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -821128.500000 Penalty: 2942.979980
	Iteration 19Q: 3 clusters Score -821128.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -821138.000000 Penalty: 2942.979980
	Iteration 20F: 3 clusters Score -821138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -821146.437500 Penalty: 2942.979980
	Iteration 21Q: 3 clusters Score -821146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -821151.125000 Penalty: 2942.979980
	Iteration 22Q: 3 clusters Score -821151.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -821154.125000 Penalty: 2942.979980
	Iteration 23Q: 3 clusters Score -821154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -821157.375000 Penalty: 2942.979980
	Iteration 24Q: 3 clusters Score -821157.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -821161.375000 Penalty: 2942.979980
	Iteration 25Q: 3 clusters Score -821161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -821162.000000 Penalty: 2942.979980
	Iteration 26Q: 3 clusters Score -821162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -821162.625000 Penalty: 2942.979980
	Iteration 27Q: 3 clusters Score -821162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -821162.750000 Penalty: 2942.979980
	Iteration 28Q: 3 clusters Score -821162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -821163.812500 Penalty: 2942.979980
	Iteration 29Q: 3 clusters Score -821163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -821163.812500 Penalty: 2942.979980
	Iteration 30F: 3 clusters Score -821163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (38574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Entering Unmasked Estep 
Score: -3748592.000000 Penalty: 1716.054321
	Iteration 0F: 2 clusters Score -3748592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3726181.000000 Penalty: 3432.108643
	Iteration 0F: 3 clusters Score -3726181 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3736178.750000 Penalty: 3432.108643
	Iteration 1F: 3 clusters Score -3736179 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3736605.500000 Penalty: 3432.108643
	Iteration 2Q: 3 clusters Score -3736606 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3736983.000000 Penalty: 3432.108643
	Iteration 3Q: 3 clusters Score -3736983 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3737410.750000 Penalty: 3432.108643
	Iteration 4Q: 3 clusters Score -3737411 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3737952.250000 Penalty: 3432.108643
	Iteration 5Q: 3 clusters Score -3737952 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3738701.750000 Penalty: 3432.108643
	Iteration 6Q: 3 clusters Score -3738702 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3739759.750000 Penalty: 3432.108643
	Iteration 7F: 3 clusters Score -3739760 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3741264.250000 Penalty: 3432.108643
	Iteration 8F: 3 clusters Score -3741264 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3742964.000000 Penalty: 3432.108643
	Iteration 9F: 3 clusters Score -3742964 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3744615.250000 Penalty: 3432.108643
	Iteration 10F: 3 clusters Score -3744615 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3746085.750000 Penalty: 3432.108643
	Iteration 11Q: 3 clusters Score -3746086 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3746750.500000 Penalty: 3432.108643
	Iteration 12Q: 3 clusters Score -3746750 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3746992.500000 Penalty: 3432.108643
	Iteration 13Q: 3 clusters Score -3746992 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3747084.750000 Penalty: 3432.108643
	Iteration 14Q: 3 clusters Score -3747085 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3747169.750000 Penalty: 3432.108643
	Iteration 15Q: 3 clusters Score -3747170 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3747258.500000 Penalty: 3432.108643
	Iteration 16Q: 3 clusters Score -3747258 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3747290.250000 Penalty: 3432.108643
	Iteration 17Q: 3 clusters Score -3747290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3747361.000000 Penalty: 3432.108643
	Iteration 18Q: 3 clusters Score -3747361 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3747382.250000 Penalty: 3432.108643
	Iteration 19Q: 3 clusters Score -3747382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3747423.750000 Penalty: 3432.108643
	Iteration 20F: 3 clusters Score -3747424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3747430.750000 Penalty: 3432.108643
	Iteration 21Q: 3 clusters Score -3747431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3747423.000000 Penalty: 3432.108643
	Iteration 22Q: 3 clusters Score -3747423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3747414.000000 Penalty: 3432.108643
	Iteration 23Q: 3 clusters Score -3747414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3747426.750000 Penalty: 3432.108643
	Iteration 24Q: 3 clusters Score -3747427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3747422.750000 Penalty: 3432.108643
	Iteration 25Q: 3 clusters Score -3747423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3747423.750000 Penalty: 3432.108643
	Iteration 26Q: 3 clusters Score -3747424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3747424.000000 Penalty: 3432.108643
	Iteration 27Q: 3 clusters Score -3747424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3747419.000000 Penalty: 3432.108643
	Iteration 28Q: 3 clusters Score -3747419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3747427.500000 Penalty: 3432.108643
	Iteration 29Q: 3 clusters Score -3747428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3747422.250000 Penalty: 3432.108643
	Iteration 30Q: 3 clusters Score -3747422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3747423.000000 Penalty: 3432.108643
	Iteration 31Q: 3 clusters Score -3747423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3747419.750000 Penalty: 3432.108643
	Iteration 32Q: 3 clusters Score -3747420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3747431.500000 Penalty: 3432.108643
	Iteration 33Q: 3 clusters Score -3747432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3747433.750000 Penalty: 3432.108643
	Iteration 34Q: 3 clusters Score -3747434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3747436.750000 Penalty: 3432.108643
	Iteration 35Q: 3 clusters Score -3747437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3747432.500000 Penalty: 3432.108643
	Iteration 36Q: 3 clusters Score -3747432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3747433.000000 Penalty: 3432.108643
	Iteration 37Q: 3 clusters Score -3747433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3747429.250000 Penalty: 3432.108643
	Iteration 38Q: 3 clusters Score -3747429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3747429.750000 Penalty: 3432.108643
	Iteration 39Q: 3 clusters Score -3747430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3747437.500000 Penalty: 3432.108643
	Iteration 40F: 3 clusters Score -3747438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3747444.750000 Penalty: 3432.108643
	Iteration 41Q: 3 clusters Score -3747445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3747444.750000 Penalty: 3432.108643
	Iteration 42Q: 3 clusters Score -3747445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3747446.000000 Penalty: 3432.108643
	Iteration 43Q: 3 clusters Score -3747446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3747445.500000 Penalty: 3432.108643
	Iteration 44Q: 3 clusters Score -3747446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3747444.000000 Penalty: 3432.108643
	Iteration 45Q: 3 clusters Score -3747444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3747440.750000 Penalty: 3432.108643
	Iteration 46Q: 3 clusters Score -3747441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3747444.500000 Penalty: 3432.108643
	Iteration 47Q: 3 clusters Score -3747444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3747445.000000 Penalty: 3432.108643
	Iteration 48Q: 3 clusters Score -3747445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3747445.000000 Penalty: 3432.108643
	Iteration 49F: 3 clusters Score -3747445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -318576.500000 Penalty: 1329.074463
	Iteration 0F: 2 clusters Score -318576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -315508.125000 Penalty: 2658.148926
	Iteration 0F: 3 clusters Score -315508.1 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -316447.062500 Penalty: 2658.148926
	Iteration 1F: 3 clusters Score -316447.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -316727.750000 Penalty: 2658.148926
	Iteration 2F: 3 clusters Score -316727.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -316903.250000 Penalty: 2658.148926
	Iteration 3F: 3 clusters Score -316903.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -317037.843750 Penalty: 2658.148926
	Iteration 4F: 3 clusters Score -317037.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -317132.031250 Penalty: 2658.148926
	Iteration 5Q: 3 clusters Score -317132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -317192.656250 Penalty: 2658.148926
	Iteration 6Q: 3 clusters Score -317192.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -317244.593750 Penalty: 2658.148926
	Iteration 7Q: 3 clusters Score -317244.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -317283.500000 Penalty: 2658.148926
	Iteration 8Q: 3 clusters Score -317283.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -317312.281250 Penalty: 2658.148926
	Iteration 9Q: 3 clusters Score -317312.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -317337.937500 Penalty: 2658.148926
	Iteration 10Q: 3 clusters Score -317337.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -317356.656250 Penalty: 2658.148926
	Iteration 11Q: 3 clusters Score -317356.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -317369.562500 Penalty: 2658.148926
	Iteration 12Q: 3 clusters Score -317369.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -317385.437500 Penalty: 2658.148926
	Iteration 13Q: 3 clusters Score -317385.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -317401.343750 Penalty: 2658.148926
	Iteration 14Q: 3 clusters Score -317401.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -317417.687500 Penalty: 2658.148926
	Iteration 15Q: 3 clusters Score -317417.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -317431.625000 Penalty: 2658.148926
	Iteration 16Q: 3 clusters Score -317431.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -317439.218750 Penalty: 2658.148926
	Iteration 17Q: 3 clusters Score -317439.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -317446.937500 Penalty: 2658.148926
	Iteration 18Q: 3 clusters Score -317446.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -317455.781250 Penalty: 2658.148926
	Iteration 19Q: 3 clusters Score -317455.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -317465.968750 Penalty: 2658.148926
	Iteration 20F: 3 clusters Score -317466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -317477.125000 Penalty: 2658.148926
	Iteration 21Q: 3 clusters Score -317477.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -317488.562500 Penalty: 2658.148926
	Iteration 22Q: 3 clusters Score -317488.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -317498.250000 Penalty: 2658.148926
	Iteration 23Q: 3 clusters Score -317498.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -317502.968750 Penalty: 2658.148926
	Iteration 24Q: 3 clusters Score -317503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -317508.750000 Penalty: 2658.148926
	Iteration 25Q: 3 clusters Score -317508.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -317519.250000 Penalty: 2658.148926
	Iteration 26Q: 3 clusters Score -317519.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -317537.625000 Penalty: 2658.148926
	Iteration 27Q: 3 clusters Score -317537.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -317552.781250 Penalty: 2658.148926
	Iteration 28Q: 3 clusters Score -317552.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -317567.406250 Penalty: 2658.148926
	Iteration 29Q: 3 clusters Score -317567.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -317579.687500 Penalty: 2658.148926
	Iteration 30Q: 3 clusters Score -317579.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -317588.437500 Penalty: 2658.148926
	Iteration 31Q: 3 clusters Score -317588.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -317597.000000 Penalty: 2658.148926
	Iteration 32Q: 3 clusters Score -317597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -317601.968750 Penalty: 2658.148926
	Iteration 33Q: 3 clusters Score -317602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -317606.218750 Penalty: 2658.148926
	Iteration 34Q: 3 clusters Score -317606.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -317611.531250 Penalty: 2658.148926
	Iteration 35Q: 3 clusters Score -317611.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -317617.781250 Penalty: 2658.148926
	Iteration 36Q: 3 clusters Score -317617.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -317627.437500 Penalty: 2658.148926
	Iteration 37Q: 3 clusters Score -317627.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -317638.312500 Penalty: 2658.148926
	Iteration 38Q: 3 clusters Score -317638.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -317649.843750 Penalty: 2658.148926
	Iteration 39Q: 3 clusters Score -317649.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -317662.187500 Penalty: 2658.148926
	Iteration 40F: 3 clusters Score -317662.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -317671.937500 Penalty: 2658.148926
	Iteration 41Q: 3 clusters Score -317671.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -317688.593750 Penalty: 2658.148926
	Iteration 42Q: 3 clusters Score -317688.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -317702.937500 Penalty: 2658.148926
	Iteration 43Q: 3 clusters Score -317702.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -317715.312500 Penalty: 2658.148926
	Iteration 44Q: 3 clusters Score -317715.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -317724.156250 Penalty: 2658.148926
	Iteration 45Q: 3 clusters Score -317724.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -317732.031250 Penalty: 2658.148926
	Iteration 46Q: 3 clusters Score -317732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -317737.343750 Penalty: 2658.148926
	Iteration 47Q: 3 clusters Score -317737.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -317745.781250 Penalty: 2658.148926
	Iteration 48Q: 3 clusters Score -317745.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -317750.125000 Penalty: 2658.148926
	Iteration 49Q: 3 clusters Score -317750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -317751.812500 Penalty: 2658.148926
	Iteration 50Q: 3 clusters Score -317751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -317754.062500 Penalty: 2658.148926
	Iteration 51Q: 3 clusters Score -317754.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -317756.781250 Penalty: 2658.148926
	Iteration 52Q: 3 clusters Score -317756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -317758.500000 Penalty: 2658.148926
	Iteration 53Q: 3 clusters Score -317758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -317758.625000 Penalty: 2658.148926
	Iteration 54Q: 3 clusters Score -317758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -317759.500000 Penalty: 2658.148926
	Iteration 55Q: 3 clusters Score -317759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -317760.562500 Penalty: 2658.148926
	Iteration 56Q: 3 clusters Score -317760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -317760.781250 Penalty: 2658.148926
	Iteration 57Q: 3 clusters Score -317760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -317761.625000 Penalty: 2658.148926
	Iteration 58Q: 3 clusters Score -317761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -317763.375000 Penalty: 2658.148926
	Iteration 59Q: 3 clusters Score -317763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -317764.687500 Penalty: 2658.148926
	Iteration 60F: 3 clusters Score -317764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -317767.468750 Penalty: 2658.148926
	Iteration 61Q: 3 clusters Score -317767.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -317773.562500 Penalty: 2658.148926
	Iteration 62Q: 3 clusters Score -317773.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -317778.000000 Penalty: 2658.148926
	Iteration 63Q: 3 clusters Score -317778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -317780.031250 Penalty: 2658.148926
	Iteration 64Q: 3 clusters Score -317780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -317781.093750 Penalty: 2658.148926
	Iteration 65Q: 3 clusters Score -317781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -317781.656250 Penalty: 2658.148926
	Iteration 66Q: 3 clusters Score -317781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -317781.812500 Penalty: 2658.148926
	Iteration 67Q: 3 clusters Score -317781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -317782.250000 Penalty: 2658.148926
	Iteration 68Q: 3 clusters Score -317782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -317782.125000 Penalty: 2658.148926
	Iteration 69Q: 3 clusters Score -317782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -317782.312500 Penalty: 2658.148926
	Iteration 70Q: 3 clusters Score -317782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -317782.312500 Penalty: 2658.148926
	Iteration 71F: 3 clusters Score -317782.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -76713.093750 Penalty: 1096.291992
	Iteration 0F: 2 clusters Score -76713.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75391.140625 Penalty: 2192.583984
	Iteration 0F: 3 clusters Score -75391.14 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75639.679688 Penalty: 2192.583984
	Iteration 1F: 3 clusters Score -75639.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75760.132812 Penalty: 2192.583984
	Iteration 2F: 3 clusters Score -75760.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75858.406250 Penalty: 2192.583984
	Iteration 3F: 3 clusters Score -75858.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75965.515625 Penalty: 2192.583984
	Iteration 4F: 3 clusters Score -75965.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76057.242188 Penalty: 2192.583984
	Iteration 5Q: 3 clusters Score -76057.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76107.156250 Penalty: 2192.583984
	Iteration 6Q: 3 clusters Score -76107.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76153.867188 Penalty: 2192.583984
	Iteration 7Q: 3 clusters Score -76153.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76226.445312 Penalty: 2192.583984
	Iteration 8Q: 3 clusters Score -76226.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76262.265625 Penalty: 2192.583984
	Iteration 9Q: 3 clusters Score -76262.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76299.460938 Penalty: 2192.583984
	Iteration 10Q: 3 clusters Score -76299.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76320.625000 Penalty: 2192.583984
	Iteration 11Q: 3 clusters Score -76320.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76332.656250 Penalty: 2192.583984
	Iteration 12Q: 3 clusters Score -76332.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76343.875000 Penalty: 2192.583984
	Iteration 13Q: 3 clusters Score -76343.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76350.000000 Penalty: 2192.583984
	Iteration 14Q: 3 clusters Score -76350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76355.976562 Penalty: 2192.583984
	Iteration 15Q: 3 clusters Score -76355.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76358.398438 Penalty: 2192.583984
	Iteration 16Q: 3 clusters Score -76358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76363.695312 Penalty: 2192.583984
	Iteration 17Q: 3 clusters Score -76363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76365.695312 Penalty: 2192.583984
	Iteration 18Q: 3 clusters Score -76365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76368.320312 Penalty: 2192.583984
	Iteration 19Q: 3 clusters Score -76368.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76368.835938 Penalty: 2192.583984
	Iteration 20F: 3 clusters Score -76368.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -169153.578125 Penalty: 1228.004517
	Iteration 0F: 2 clusters Score -169153.6 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 930 members 
Entering Unmasked Estep 
Score: -167151.468750 Penalty: 2456.009033
	Iteration 0F: 3 clusters Score -167151.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -167624.765625 Penalty: 2456.009033
	Iteration 1F: 3 clusters Score -167624.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -167799.718750 Penalty: 2456.009033
	Iteration 2F: 3 clusters Score -167799.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -167974.218750 Penalty: 2456.009033
	Iteration 3F: 3 clusters Score -167974.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168213.812500 Penalty: 2456.009033
	Iteration 4F: 3 clusters Score -168213.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -168476.437500 Penalty: 2456.009033
	Iteration 5F: 3 clusters Score -168476.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -168658.390625 Penalty: 2456.009033
	Iteration 6F: 3 clusters Score -168658.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -168777.656250 Penalty: 2456.009033
	Iteration 7Q: 3 clusters Score -168777.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -168879.375000 Penalty: 2456.009033
	Iteration 8Q: 3 clusters Score -168879.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -168926.640625 Penalty: 2456.009033
	Iteration 9Q: 3 clusters Score -168926.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -168955.812500 Penalty: 2456.009033
	Iteration 10Q: 3 clusters Score -168955.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -168967.296875 Penalty: 2456.009033
	Iteration 11Q: 3 clusters Score -168967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -168971.218750 Penalty: 2456.009033
	Iteration 12Q: 3 clusters Score -168971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -168971.218750 Penalty: 2456.009033
	Iteration 13F: 3 clusters Score -168971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -417056.375000 Penalty: 1368.611206
	Iteration 0F: 2 clusters Score -417056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -413365.281250 Penalty: 2737.222412
	Iteration 0F: 3 clusters Score -413365.3 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -414465.437500 Penalty: 2737.222412
	Iteration 1F: 3 clusters Score -414465.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -414655.156250 Penalty: 2737.222412
	Iteration 2F: 3 clusters Score -414655.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -414771.000000 Penalty: 2737.222412
	Iteration 3F: 3 clusters Score -414771 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -414851.812500 Penalty: 2737.222412
	Iteration 4Q: 3 clusters Score -414851.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -414931.843750 Penalty: 2737.222412
	Iteration 5Q: 3 clusters Score -414931.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -415010.843750 Penalty: 2737.222412
	Iteration 6Q: 3 clusters Score -415010.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -415096.093750 Penalty: 2737.222412
	Iteration 7Q: 3 clusters Score -415096.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -415198.375000 Penalty: 2737.222412
	Iteration 8Q: 3 clusters Score -415198.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -415298.531250 Penalty: 2737.222412
	Iteration 9Q: 3 clusters Score -415298.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -415380.843750 Penalty: 2737.222412
	Iteration 10Q: 3 clusters Score -415380.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -415460.437500 Penalty: 2737.222412
	Iteration 11Q: 3 clusters Score -415460.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -415535.281250 Penalty: 2737.222412
	Iteration 12Q: 3 clusters Score -415535.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -415608.906250 Penalty: 2737.222412
	Iteration 13Q: 3 clusters Score -415608.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -415671.187500 Penalty: 2737.222412
	Iteration 14Q: 3 clusters Score -415671.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -415710.593750 Penalty: 2737.222412
	Iteration 15Q: 3 clusters Score -415710.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -415742.875000 Penalty: 2737.222412
	Iteration 16Q: 3 clusters Score -415742.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -415768.593750 Penalty: 2737.222412
	Iteration 17Q: 3 clusters Score -415768.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -415794.656250 Penalty: 2737.222412
	Iteration 18Q: 3 clusters Score -415794.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -415814.093750 Penalty: 2737.222412
	Iteration 19Q: 3 clusters Score -415814.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -415821.468750 Penalty: 2737.222412
	Iteration 20F: 3 clusters Score -415821.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -415828.500000 Penalty: 2737.222412
	Iteration 21Q: 3 clusters Score -415828.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -415832.531250 Penalty: 2737.222412
	Iteration 22Q: 3 clusters Score -415832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -415835.656250 Penalty: 2737.222412
	Iteration 23Q: 3 clusters Score -415835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -415838.968750 Penalty: 2737.222412
	Iteration 24Q: 3 clusters Score -415839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -415848.156250 Penalty: 2737.222412
	Iteration 25Q: 3 clusters Score -415848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -415856.406250 Penalty: 2737.222412
	Iteration 26Q: 3 clusters Score -415856.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -415867.375000 Penalty: 2737.222412
	Iteration 27Q: 3 clusters Score -415867.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -415872.750000 Penalty: 2737.222412
	Iteration 28Q: 3 clusters Score -415872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -415874.093750 Penalty: 2737.222412
	Iteration 29Q: 3 clusters Score -415874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -415877.906250 Penalty: 2737.222412
	Iteration 30Q: 3 clusters Score -415877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -415881.937500 Penalty: 2737.222412
	Iteration 31Q: 3 clusters Score -415881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -415884.843750 Penalty: 2737.222412
	Iteration 32Q: 3 clusters Score -415884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -415885.625000 Penalty: 2737.222412
	Iteration 33Q: 3 clusters Score -415885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -415887.343750 Penalty: 2737.222412
	Iteration 34Q: 3 clusters Score -415887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -415887.343750 Penalty: 2737.222412
	Iteration 35F: 3 clusters Score -415887.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -354962.125000 Penalty: 1340.937744
	Iteration 0F: 2 clusters Score -354962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -351707.125000 Penalty: 2681.875488
	Iteration 0F: 3 clusters Score -351707.1 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -352508.218750 Penalty: 2681.875488
	Iteration 1F: 3 clusters Score -352508.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -352652.781250 Penalty: 2681.875488
	Iteration 2F: 3 clusters Score -352652.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -352766.437500 Penalty: 2681.875488
	Iteration 3F: 3 clusters Score -352766.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -352865.250000 Penalty: 2681.875488
	Iteration 4Q: 3 clusters Score -352865.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -352940.593750 Penalty: 2681.875488
	Iteration 5Q: 3 clusters Score -352940.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -353013.375000 Penalty: 2681.875488
	Iteration 6Q: 3 clusters Score -353013.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -353076.718750 Penalty: 2681.875488
	Iteration 7Q: 3 clusters Score -353076.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -353131.437500 Penalty: 2681.875488
	Iteration 8Q: 3 clusters Score -353131.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -353180.437500 Penalty: 2681.875488
	Iteration 9Q: 3 clusters Score -353180.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -353234.000000 Penalty: 2681.875488
	Iteration 10Q: 3 clusters Score -353234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -353302.593750 Penalty: 2681.875488
	Iteration 11Q: 3 clusters Score -353302.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -353365.375000 Penalty: 2681.875488
	Iteration 12Q: 3 clusters Score -353365.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -353426.250000 Penalty: 2681.875488
	Iteration 13Q: 3 clusters Score -353426.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -353498.718750 Penalty: 2681.875488
	Iteration 14Q: 3 clusters Score -353498.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -353560.093750 Penalty: 2681.875488
	Iteration 15Q: 3 clusters Score -353560.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -353616.562500 Penalty: 2681.875488
	Iteration 16Q: 3 clusters Score -353616.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -353654.531250 Penalty: 2681.875488
	Iteration 17Q: 3 clusters Score -353654.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -353697.125000 Penalty: 2681.875488
	Iteration 18Q: 3 clusters Score -353697.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -353726.312500 Penalty: 2681.875488
	Iteration 19Q: 3 clusters Score -353726.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -353750.500000 Penalty: 2681.875488
	Iteration 20F: 3 clusters Score -353750.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -353769.250000 Penalty: 2681.875488
	Iteration 21Q: 3 clusters Score -353769.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -353790.312500 Penalty: 2681.875488
	Iteration 22Q: 3 clusters Score -353790.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -353808.312500 Penalty: 2681.875488
	Iteration 23Q: 3 clusters Score -353808.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -353823.625000 Penalty: 2681.875488
	Iteration 24Q: 3 clusters Score -353823.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -353833.968750 Penalty: 2681.875488
	Iteration 25Q: 3 clusters Score -353834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -353837.125000 Penalty: 2681.875488
	Iteration 26Q: 3 clusters Score -353837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -353840.375000 Penalty: 2681.875488
	Iteration 27Q: 3 clusters Score -353840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -353841.593750 Penalty: 2681.875488
	Iteration 28Q: 3 clusters Score -353841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -353842.031250 Penalty: 2681.875488
	Iteration 29Q: 3 clusters Score -353842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -353842.750000 Penalty: 2681.875488
	Iteration 30Q: 3 clusters Score -353842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -353843.687500 Penalty: 2681.875488
	Iteration 31Q: 3 clusters Score -353843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -353844.031250 Penalty: 2681.875488
	Iteration 32Q: 3 clusters Score -353844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -353844.031250 Penalty: 2681.875488
	Iteration 33F: 3 clusters Score -353844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35250 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 13367 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 19277 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48463 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10860 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25467 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 23649 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 15153 members 
Mstep: Class 29 contains 31859 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 36821 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 39568 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 41347 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8564 members 
Mstep: Class 40 contains 38574 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785840.000000 Penalty: 98713.132812
Iteration 199Q: 47 clusters Score -4.978584e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35214 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 9457 members 
Mstep: Class 13 contains 13880 members 
Mstep: Class 14 contains 3280 members 
Mstep: Class 15 contains 19271 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48473 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10896 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25413 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 23590 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 861 members 
Mstep: Class 28 contains 15116 members 
Mstep: Class 29 contains 32990 members 
Mstep: Class 30 contains 1696 members 
Mstep: Class 31 contains 36825 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 40300 members 
Mstep: Class 34 contains 6323 members 
Mstep: Class 35 contains 41365 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5420 members 
Mstep: Class 39 contains 8565 members 
Mstep: Class 40 contains 37655 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4546 members 
Mstep: Class 45 contains 3838 members 
Mstep: Class 46 contains 33751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787944.000000 Penalty: 98713.132812
Iteration 200F: 47 clusters Score -4.978794e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35138 members 
Mstep: Class 9 contains 5561 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 9435 members 
Mstep: Class 13 contains 14073 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 19261 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48420 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25198 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 23483 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 859 members 
Mstep: Class 28 contains 15076 members 
Mstep: Class 29 contains 34147 members 
Mstep: Class 30 contains 1694 members 
Mstep: Class 31 contains 36830 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 40016 members 
Mstep: Class 34 contains 6324 members 
Mstep: Class 35 contains 41355 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5422 members 
Mstep: Class 39 contains 8563 members 
Mstep: Class 40 contains 36518 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1913 members 
Mstep: Class 44 contains 4546 members 
Mstep: Class 45 contains 3841 members 
Mstep: Class 46 contains 34351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788864.000000 Penalty: 98713.132812
Iteration 201Q: 47 clusters Score -4.978886e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35072 members 
Mstep: Class 9 contains 5569 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 9413 members 
Mstep: Class 13 contains 14300 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 19255 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48422 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10963 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 25013 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1296 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 23394 members 
Mstep: Class 26 contains 8118 members 
Mstep: Class 27 contains 861 members 
Mstep: Class 28 contains 15050 members 
Mstep: Class 29 contains 35273 members 
Mstep: Class 30 contains 1694 members 
Mstep: Class 31 contains 36835 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39789 members 
Mstep: Class 34 contains 6325 members 
Mstep: Class 35 contains 41350 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 8563 members 
Mstep: Class 40 contains 35454 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4546 members 
Mstep: Class 45 contains 3848 members 
Mstep: Class 46 contains 34651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789552.000000 Penalty: 98713.132812
Iteration 202Q: 47 clusters Score -4.978955e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35036 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 14568 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 19244 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48384 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 10991 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24878 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 23324 members 
Mstep: Class 26 contains 8118 members 
Mstep: Class 27 contains 862 members 
Mstep: Class 28 contains 15029 members 
Mstep: Class 29 contains 36516 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 36839 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39583 members 
Mstep: Class 34 contains 6327 members 
Mstep: Class 35 contains 41366 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5424 members 
Mstep: Class 39 contains 8564 members 
Mstep: Class 40 contains 34324 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1915 members 
Mstep: Class 44 contains 4546 members 
Mstep: Class 45 contains 3858 members 
Mstep: Class 46 contains 34751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49790040.000000 Penalty: 98713.132812
Iteration 203Q: 47 clusters Score -4.979004e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35030 members 
Mstep: Class 9 contains 5594 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 9368 members 
Mstep: Class 13 contains 14829 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 19235 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48380 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11009 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24767 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 23255 members 
Mstep: Class 26 contains 8119 members 
Mstep: Class 27 contains 862 members 
Mstep: Class 28 contains 15017 members 
Mstep: Class 29 contains 37756 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 36835 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39429 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 41385 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5426 members 
Mstep: Class 39 contains 8566 members 
Mstep: Class 40 contains 33208 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1916 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 34692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789964.000000 Penalty: 98713.132812
Iteration 204Q: 47 clusters Score -4.978996e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35036 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 9352 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 19229 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48383 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11036 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24674 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1287 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 23188 members 
Mstep: Class 26 contains 8119 members 
Mstep: Class 27 contains 862 members 
Mstep: Class 28 contains 15016 members 
Mstep: Class 29 contains 38955 members 
Mstep: Class 30 contains 1686 members 
Mstep: Class 31 contains 36835 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39390 members 
Mstep: Class 34 contains 6325 members 
Mstep: Class 35 contains 41389 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5426 members 
Mstep: Class 39 contains 8566 members 
Mstep: Class 40 contains 32068 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1917 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 3908 members 
Mstep: Class 46 contains 34537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788952.000000 Penalty: 98713.132812
Iteration 205Q: 47 clusters Score -4.978895e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35039 members 
Mstep: Class 9 contains 5599 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 9334 members 
Mstep: Class 13 contains 15293 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 19221 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48466 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11071 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24621 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1285 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 23141 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 862 members 
Mstep: Class 28 contains 15006 members 
Mstep: Class 29 contains 39763 members 
Mstep: Class 30 contains 1686 members 
Mstep: Class 31 contains 36836 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39351 members 
Mstep: Class 34 contains 6323 members 
Mstep: Class 35 contains 41387 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5426 members 
Mstep: Class 39 contains 8566 members 
Mstep: Class 40 contains 31171 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1917 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 3940 members 
Mstep: Class 46 contains 34392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788000.000000 Penalty: 98713.132812
Iteration 206Q: 47 clusters Score -4.9788e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35049 members 
Mstep: Class 9 contains 5603 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 9315 members 
Mstep: Class 13 contains 15508 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 19223 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48636 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11103 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24579 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 23098 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 862 members 
Mstep: Class 28 contains 15001 members 
Mstep: Class 29 contains 40172 members 
Mstep: Class 30 contains 1683 members 
Mstep: Class 31 contains 36835 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39326 members 
Mstep: Class 34 contains 6318 members 
Mstep: Class 35 contains 41384 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5427 members 
Mstep: Class 39 contains 8564 members 
Mstep: Class 40 contains 30564 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1918 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 3974 members 
Mstep: Class 46 contains 34227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787236.000000 Penalty: 98713.132812
Iteration 207Q: 47 clusters Score -4.978724e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3516 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35071 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 15686 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 19222 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48803 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11126 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24535 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1282 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 23064 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 862 members 
Mstep: Class 28 contains 14998 members 
Mstep: Class 29 contains 40259 members 
Mstep: Class 30 contains 1679 members 
Mstep: Class 31 contains 36830 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39325 members 
Mstep: Class 34 contains 6315 members 
Mstep: Class 35 contains 41379 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5429 members 
Mstep: Class 39 contains 8563 members 
Mstep: Class 40 contains 30296 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1918 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 3998 members 
Mstep: Class 46 contains 34089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786908.000000 Penalty: 98713.132812
Iteration 208Q: 47 clusters Score -4.978691e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9282 members 
Mstep: Class 13 contains 15840 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 19219 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48890 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11137 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24512 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 23037 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 862 members 
Mstep: Class 28 contains 14998 members 
Mstep: Class 29 contains 40127 members 
Mstep: Class 30 contains 1679 members 
Mstep: Class 31 contains 36834 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39354 members 
Mstep: Class 34 contains 6311 members 
Mstep: Class 35 contains 41383 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5426 members 
Mstep: Class 39 contains 8563 members 
Mstep: Class 40 contains 30312 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1918 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 4008 members 
Mstep: Class 46 contains 33968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786980.000000 Penalty: 98713.132812
Iteration 209Q: 47 clusters Score -4.978698e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 5491 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 9 contains 5607 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9272 members 
Mstep: Class 13 contains 15979 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 19216 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48912 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11149 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24505 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 23014 members 
Mstep: Class 26 contains 8124 members 
Mstep: Class 27 contains 864 members 
Mstep: Class 28 contains 14992 members 
Mstep: Class 29 contains 39836 members 
Mstep: Class 30 contains 1676 members 
Mstep: Class 31 contains 36836 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39386 members 
Mstep: Class 34 contains 6308 members 
Mstep: Class 35 contains 41386 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5426 members 
Mstep: Class 39 contains 8565 members 
Mstep: Class 40 contains 30564 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1919 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 4009 members 
Mstep: Class 46 contains 33848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787176.000000 Penalty: 98713.132812
Iteration 210Q: 47 clusters Score -4.978718e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 5489 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35086 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9262 members 
Mstep: Class 13 contains 16128 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48897 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11165 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24481 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22989 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 865 members 
Mstep: Class 28 contains 14985 members 
Mstep: Class 29 contains 39358 members 
Mstep: Class 30 contains 1675 members 
Mstep: Class 31 contains 36836 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39425 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 41395 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5426 members 
Mstep: Class 39 contains 8567 members 
Mstep: Class 40 contains 31034 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1920 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 4008 members 
Mstep: Class 46 contains 33709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787612.000000 Penalty: 98713.132812
Iteration 211Q: 47 clusters Score -4.978761e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 35089 members 
Mstep: Class 9 contains 5615 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9249 members 
Mstep: Class 13 contains 16290 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48839 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24441 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22961 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 14986 members 
Mstep: Class 29 contains 38851 members 
Mstep: Class 30 contains 1674 members 
Mstep: Class 31 contains 36837 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 39442 members 
Mstep: Class 34 contains 6305 members 
Mstep: Class 35 contains 41406 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5426 members 
Mstep: Class 39 contains 8567 members 
Mstep: Class 40 contains 31630 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1922 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 4007 members 
Mstep: Class 46 contains 33566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787996.000000 Penalty: 98713.132812
Iteration 212Q: 47 clusters Score -4.9788e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3495 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 35095 members 
Mstep: Class 9 contains 5615 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 16455 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48805 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24380 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22936 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 14984 members 
Mstep: Class 29 contains 38245 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 36839 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39462 members 
Mstep: Class 34 contains 6302 members 
Mstep: Class 35 contains 41417 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5426 members 
Mstep: Class 39 contains 8566 members 
Mstep: Class 40 contains 32316 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1924 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 4003 members 
Mstep: Class 46 contains 33435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788396.000000 Penalty: 98713.132812
Iteration 213Q: 47 clusters Score -4.97884e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 35098 members 
Mstep: Class 9 contains 5615 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 16609 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 19206 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48714 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24320 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22927 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 14993 members 
Mstep: Class 29 contains 37635 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 36842 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39477 members 
Mstep: Class 34 contains 6299 members 
Mstep: Class 35 contains 41419 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5427 members 
Mstep: Class 39 contains 8568 members 
Mstep: Class 40 contains 33061 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1925 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3999 members 
Mstep: Class 46 contains 33298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788796.000000 Penalty: 98713.132812
Iteration 214Q: 47 clusters Score -4.97888e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 35093 members 
Mstep: Class 9 contains 5619 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9192 members 
Mstep: Class 13 contains 16753 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 19203 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48634 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11254 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24271 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22924 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 14997 members 
Mstep: Class 29 contains 37023 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 36841 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39505 members 
Mstep: Class 34 contains 6301 members 
Mstep: Class 35 contains 41416 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5428 members 
Mstep: Class 39 contains 8569 members 
Mstep: Class 40 contains 33778 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1925 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3997 members 
Mstep: Class 46 contains 33171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789224.000000 Penalty: 98713.132812
Iteration 215Q: 47 clusters Score -4.978922e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35095 members 
Mstep: Class 9 contains 5621 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 16917 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 19200 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48557 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11267 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24234 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1282 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22916 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 14996 members 
Mstep: Class 29 contains 36382 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 36840 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39528 members 
Mstep: Class 34 contains 6300 members 
Mstep: Class 35 contains 41421 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5429 members 
Mstep: Class 39 contains 8570 members 
Mstep: Class 40 contains 34554 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1925 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 3993 members 
Mstep: Class 46 contains 33003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789516.000000 Penalty: 98713.132812
Iteration 216Q: 47 clusters Score -4.978952e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 5483 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 9 contains 5621 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9159 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 19197 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48484 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24212 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22910 members 
Mstep: Class 26 contains 8125 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 14999 members 
Mstep: Class 29 contains 35529 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 36841 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39530 members 
Mstep: Class 34 contains 6299 members 
Mstep: Class 35 contains 41424 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5429 members 
Mstep: Class 39 contains 8570 members 
Mstep: Class 40 contains 35536 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1925 members 
Mstep: Class 44 contains 4552 members 
Mstep: Class 45 contains 3979 members 
Mstep: Class 46 contains 32837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49790260.000000 Penalty: 98713.132812
Iteration 217Q: 47 clusters Score -4.979026e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 5483 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35077 members 
Mstep: Class 9 contains 5622 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9133 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48415 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11324 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24206 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1285 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 22909 members 
Mstep: Class 26 contains 8125 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 14997 members 
Mstep: Class 29 contains 34428 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 36842 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39550 members 
Mstep: Class 34 contains 6300 members 
Mstep: Class 35 contains 41425 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5430 members 
Mstep: Class 39 contains 8570 members 
Mstep: Class 40 contains 36700 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1926 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3968 members 
Mstep: Class 46 contains 32682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49790660.000000 Penalty: 98713.132812
Iteration 218Q: 47 clusters Score -4.979066e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9115 members 
Mstep: Class 13 contains 17444 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48394 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11354 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24199 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1285 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 22907 members 
Mstep: Class 26 contains 8126 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 14998 members 
Mstep: Class 29 contains 33154 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 36842 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39548 members 
Mstep: Class 34 contains 6299 members 
Mstep: Class 35 contains 41424 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5431 members 
Mstep: Class 39 contains 8572 members 
Mstep: Class 40 contains 37847 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1926 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3963 members 
Mstep: Class 46 contains 32700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49790348.000000 Penalty: 98713.132812
Iteration 219Q: 47 clusters Score -4.979035e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 5480 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 9 contains 5620 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9095 members 
Mstep: Class 13 contains 17629 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 19179 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48461 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24223 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 22925 members 
Mstep: Class 26 contains 8126 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 15001 members 
Mstep: Class 29 contains 31790 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 36841 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39521 members 
Mstep: Class 34 contains 6299 members 
Mstep: Class 35 contains 41422 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5433 members 
Mstep: Class 39 contains 8571 members 
Mstep: Class 40 contains 38916 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1926 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3954 members 
Mstep: Class 46 contains 32762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789236.000000 Penalty: 98713.132812
Iteration 220F: 47 clusters Score -4.978924e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 5480 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 9 contains 5621 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9068 members 
Mstep: Class 13 contains 17802 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 19174 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48543 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24276 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 22934 members 
Mstep: Class 26 contains 8130 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 15004 members 
Mstep: Class 29 contains 30478 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 36838 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39498 members 
Mstep: Class 34 contains 6299 members 
Mstep: Class 35 contains 41420 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5436 members 
Mstep: Class 39 contains 8570 members 
Mstep: Class 40 contains 39818 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1926 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 32854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787968.000000 Penalty: 98713.132812
Iteration 221Q: 47 clusters Score -4.978797e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 5479 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35074 members 
Mstep: Class 9 contains 5624 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 17986 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48604 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24329 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 22929 members 
Mstep: Class 26 contains 8137 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 15006 members 
Mstep: Class 29 contains 29527 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 36840 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39487 members 
Mstep: Class 34 contains 6301 members 
Mstep: Class 35 contains 41419 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5435 members 
Mstep: Class 39 contains 8569 members 
Mstep: Class 40 contains 40281 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1926 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3970 members 
Mstep: Class 46 contains 33004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787176.000000 Penalty: 98713.132812
Iteration 222Q: 47 clusters Score -4.978718e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 5479 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35069 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 9032 members 
Mstep: Class 13 contains 18165 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 19162 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48687 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11456 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24385 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 22925 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 15004 members 
Mstep: Class 29 contains 28974 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 36843 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39469 members 
Mstep: Class 34 contains 6299 members 
Mstep: Class 35 contains 41409 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5436 members 
Mstep: Class 39 contains 8571 members 
Mstep: Class 40 contains 40378 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1927 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 3982 members 
Mstep: Class 46 contains 33129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786828.000000 Penalty: 98713.132812
Iteration 223Q: 47 clusters Score -4.978683e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 5477 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35057 members 
Mstep: Class 9 contains 5621 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 9018 members 
Mstep: Class 13 contains 18320 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 19158 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48799 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11482 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24449 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 22917 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15004 members 
Mstep: Class 29 contains 28825 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 36845 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39450 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41409 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5435 members 
Mstep: Class 39 contains 8574 members 
Mstep: Class 40 contains 40135 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 3997 members 
Mstep: Class 46 contains 33188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786696.000000 Penalty: 98713.132812
Iteration 224Q: 47 clusters Score -4.97867e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3453 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35052 members 
Mstep: Class 9 contains 5620 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 9006 members 
Mstep: Class 13 contains 18491 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 19154 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48872 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11503 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24490 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 4073 members 
Mstep: Class 25 contains 22910 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15005 members 
Mstep: Class 29 contains 29022 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 36845 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39434 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41407 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5435 members 
Mstep: Class 39 contains 8576 members 
Mstep: Class 40 contains 39683 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 4014 members 
Mstep: Class 46 contains 33150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786788.000000 Penalty: 98713.132812
Iteration 225Q: 47 clusters Score -4.978679e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35046 members 
Mstep: Class 9 contains 5620 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 18696 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48905 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11527 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24504 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 22896 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15002 members 
Mstep: Class 29 contains 29467 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 36843 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39420 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41410 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5435 members 
Mstep: Class 39 contains 8577 members 
Mstep: Class 40 contains 39163 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 4023 members 
Mstep: Class 46 contains 32985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786760.000000 Penalty: 98713.132812
Iteration 226Q: 47 clusters Score -4.978676e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35039 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8987 members 
Mstep: Class 13 contains 18906 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48966 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11546 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24494 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22887 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15006 members 
Mstep: Class 29 contains 30069 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 36845 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39387 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41402 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5435 members 
Mstep: Class 39 contains 8576 members 
Mstep: Class 40 contains 38537 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 4030 members 
Mstep: Class 46 contains 32784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787492.000000 Penalty: 98713.132812
Iteration 227Q: 47 clusters Score -4.978749e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35028 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 19112 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48971 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11571 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24479 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22870 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15006 members 
Mstep: Class 29 contains 30810 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 36840 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39361 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41401 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 8578 members 
Mstep: Class 40 contains 37866 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 4030 members 
Mstep: Class 46 contains 32543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787984.000000 Penalty: 98713.132812
Iteration 228Q: 47 clusters Score -4.978798e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35032 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8968 members 
Mstep: Class 13 contains 19282 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 19142 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48955 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11595 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24428 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22863 members 
Mstep: Class 26 contains 8139 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15002 members 
Mstep: Class 29 contains 31624 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 36836 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39337 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41394 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 8577 members 
Mstep: Class 40 contains 37194 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 4033 members 
Mstep: Class 46 contains 32319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788124.000000 Penalty: 98713.132812
Iteration 229Q: 47 clusters Score -4.978812e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35034 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 2609 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8956 members 
Mstep: Class 13 contains 19442 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 19142 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48917 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11620 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24392 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22853 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15000 members 
Mstep: Class 29 contains 32516 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 36835 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39307 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41390 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 8576 members 
Mstep: Class 40 contains 36480 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 4036 members 
Mstep: Class 46 contains 32075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788444.000000 Penalty: 98713.132812
Iteration 230Q: 47 clusters Score -4.978844e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35032 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8944 members 
Mstep: Class 13 contains 19590 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48886 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24345 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1282 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22840 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 14998 members 
Mstep: Class 29 contains 33435 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 36837 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39285 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41384 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 8577 members 
Mstep: Class 40 contains 35773 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4041 members 
Mstep: Class 46 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788796.000000 Penalty: 98713.132812
Iteration 231Q: 47 clusters Score -4.97888e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3487 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35027 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 19140 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48838 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11673 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24323 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1283 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22827 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15001 members 
Mstep: Class 29 contains 34272 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 36838 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39268 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41380 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 8580 members 
Mstep: Class 40 contains 35171 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1929 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4045 members 
Mstep: Class 46 contains 31547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789032.000000 Penalty: 98713.132812
Iteration 232Q: 47 clusters Score -4.978903e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35031 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 19868 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 19138 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48758 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11690 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24288 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 22806 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15000 members 
Mstep: Class 29 contains 35128 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 36839 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39240 members 
Mstep: Class 34 contains 6300 members 
Mstep: Class 35 contains 41386 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5435 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 34632 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4050 members 
Mstep: Class 46 contains 31258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789636.000000 Penalty: 98713.132812
Iteration 233Q: 47 clusters Score -4.978964e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35009 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 19136 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48711 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24258 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1286 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 22800 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 14999 members 
Mstep: Class 29 contains 36115 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 36839 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39236 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41389 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5435 members 
Mstep: Class 39 contains 8586 members 
Mstep: Class 40 contains 33883 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1927 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 30970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789996.000000 Penalty: 98713.132812
Iteration 234Q: 47 clusters Score -4.979e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34990 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8899 members 
Mstep: Class 13 contains 20173 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 19134 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48641 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11754 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24202 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1288 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 22787 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 15001 members 
Mstep: Class 29 contains 37294 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 36842 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39219 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 41393 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 8585 members 
Mstep: Class 40 contains 32959 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1927 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4077 members 
Mstep: Class 46 contains 30670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789660.000000 Penalty: 98713.132812
Iteration 235Q: 47 clusters Score -4.978966e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34968 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8875 members 
Mstep: Class 13 contains 20328 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 19129 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11804 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24162 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1288 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 22780 members 
Mstep: Class 26 contains 8145 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 15007 members 
Mstep: Class 29 contains 38575 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 36846 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39222 members 
Mstep: Class 34 contains 6297 members 
Mstep: Class 35 contains 41389 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 31823 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1927 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4099 members 
Mstep: Class 46 contains 30400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788760.000000 Penalty: 98713.132812
Iteration 236Q: 47 clusters Score -4.978876e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34940 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 8848 members 
Mstep: Class 13 contains 20454 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 19121 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48674 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11860 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24138 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1287 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22773 members 
Mstep: Class 26 contains 8145 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 15010 members 
Mstep: Class 29 contains 39709 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 36853 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39224 members 
Mstep: Class 34 contains 6296 members 
Mstep: Class 35 contains 41386 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5435 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 30699 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1927 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4120 members 
Mstep: Class 46 contains 30171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787200.000000 Penalty: 98713.132812
Iteration 237Q: 47 clusters Score -4.97872e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34920 members 
Mstep: Class 9 contains 5622 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 8815 members 
Mstep: Class 13 contains 20586 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 19118 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48808 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11917 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24123 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1285 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22758 members 
Mstep: Class 26 contains 8147 members 
Mstep: Class 27 contains 873 members 
Mstep: Class 28 contains 15019 members 
Mstep: Class 29 contains 40463 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 36854 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39211 members 
Mstep: Class 34 contains 6295 members 
Mstep: Class 35 contains 41389 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 29820 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1927 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4144 members 
Mstep: Class 46 contains 29993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786128.000000 Penalty: 98713.132812
Iteration 238Q: 47 clusters Score -4.978613e+07 nChanged 2810
Entering ConstructFrom: 
Score: -49786128.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (19247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Entering Unmasked Estep 
Score: -1847258.500000 Penalty: 1603.080444
	Iteration 0F: 2 clusters Score -1847258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1834148.625000 Penalty: 3206.160889
	Iteration 0F: 3 clusters Score -1834149 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1838920.500000 Penalty: 3206.160889
	Iteration 1F: 3 clusters Score -1838920 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1839270.000000 Penalty: 3206.160889
	Iteration 2Q: 3 clusters Score -1839270 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1839624.750000 Penalty: 3206.160889
	Iteration 3Q: 3 clusters Score -1839625 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1840042.000000 Penalty: 3206.160889
	Iteration 4Q: 3 clusters Score -1840042 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1840622.875000 Penalty: 3206.160889
	Iteration 5F: 3 clusters Score -1840623 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1841442.000000 Penalty: 3206.160889
	Iteration 6F: 3 clusters Score -1841442 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1842431.000000 Penalty: 3206.160889
	Iteration 7F: 3 clusters Score -1842431 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1843410.375000 Penalty: 3206.160889
	Iteration 8F: 3 clusters Score -1843410 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1844273.125000 Penalty: 3206.160889
	Iteration 9F: 3 clusters Score -1844273 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1844955.875000 Penalty: 3206.160889
	Iteration 10Q: 3 clusters Score -1844956 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1845400.500000 Penalty: 3206.160889
	Iteration 11Q: 3 clusters Score -1845400 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1845633.375000 Penalty: 3206.160889
	Iteration 12Q: 3 clusters Score -1845633 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1845771.750000 Penalty: 3206.160889
	Iteration 13Q: 3 clusters Score -1845772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1845872.125000 Penalty: 3206.160889
	Iteration 14Q: 3 clusters Score -1845872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1845939.875000 Penalty: 3206.160889
	Iteration 15Q: 3 clusters Score -1845940 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1845991.375000 Penalty: 3206.160889
	Iteration 16Q: 3 clusters Score -1845991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1846011.500000 Penalty: 3206.160889
	Iteration 17Q: 3 clusters Score -1846012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1846031.375000 Penalty: 3206.160889
	Iteration 18Q: 3 clusters Score -1846031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1846055.125000 Penalty: 3206.160889
	Iteration 19Q: 3 clusters Score -1846055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1846069.125000 Penalty: 3206.160889
	Iteration 20F: 3 clusters Score -1846069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1846084.125000 Penalty: 3206.160889
	Iteration 21Q: 3 clusters Score -1846084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1846095.750000 Penalty: 3206.160889
	Iteration 22Q: 3 clusters Score -1846096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1846097.875000 Penalty: 3206.160889
	Iteration 23Q: 3 clusters Score -1846098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1846102.125000 Penalty: 3206.160889
	Iteration 24Q: 3 clusters Score -1846102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1846111.000000 Penalty: 3206.160889
	Iteration 25Q: 3 clusters Score -1846111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1846116.250000 Penalty: 3206.160889
	Iteration 26Q: 3 clusters Score -1846116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1846120.500000 Penalty: 3206.160889
	Iteration 27Q: 3 clusters Score -1846120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1846121.500000 Penalty: 3206.160889
	Iteration 28Q: 3 clusters Score -1846122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1846122.375000 Penalty: 3206.160889
	Iteration 29Q: 3 clusters Score -1846122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1846124.375000 Penalty: 3206.160889
	Iteration 30Q: 3 clusters Score -1846124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -1846130.625000 Penalty: 3206.160889
	Iteration 31Q: 3 clusters Score -1846131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1846133.625000 Penalty: 3206.160889
	Iteration 32Q: 3 clusters Score -1846134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1846138.500000 Penalty: 3206.160889
	Iteration 33Q: 3 clusters Score -1846138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1846140.625000 Penalty: 3206.160889
	Iteration 34Q: 3 clusters Score -1846141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1846147.875000 Penalty: 3206.160889
	Iteration 35Q: 3 clusters Score -1846148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1846152.125000 Penalty: 3206.160889
	Iteration 36Q: 3 clusters Score -1846152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1846152.000000 Penalty: 3206.160889
	Iteration 37Q: 3 clusters Score -1846152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1846155.625000 Penalty: 3206.160889
	Iteration 38Q: 3 clusters Score -1846156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1846155.625000 Penalty: 3206.160889
	Iteration 39F: 3 clusters Score -1846156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -119500.742188 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -119500.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -117839.210938 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -117839.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -118161.804688 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -118161.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -118314.796875 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -118314.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118431.843750 Penalty: 2330.788330
	Iteration 3F: 3 clusters Score -118431.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -118530.140625 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -118530.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118645.656250 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -118645.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118717.382812 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -118717.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118756.289062 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -118756.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -118787.718750 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -118787.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118812.453125 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -118812.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118823.304688 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -118823.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118831.718750 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -118831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118834.335938 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -118834.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118834.335938 Penalty: 2330.788330
	Iteration 13F: 3 clusters Score -118834.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -182897.343750 Penalty: 1258.069702
	Iteration 0F: 2 clusters Score -182897.3 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 1169 members 
Entering Unmasked Estep 
Score: -180629.812500 Penalty: 2516.139404
	Iteration 0F: 3 clusters Score -180629.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -181344.640625 Penalty: 2516.139404
	Iteration 1F: 3 clusters Score -181344.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -181664.765625 Penalty: 2516.139404
	Iteration 2F: 3 clusters Score -181664.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -182018.359375 Penalty: 2516.139404
	Iteration 3F: 3 clusters Score -182018.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -182347.375000 Penalty: 2516.139404
	Iteration 4F: 3 clusters Score -182347.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -182559.765625 Penalty: 2516.139404
	Iteration 5F: 3 clusters Score -182559.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -182728.250000 Penalty: 2516.139404
	Iteration 6Q: 3 clusters Score -182728.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182860.515625 Penalty: 2516.139404
	Iteration 7Q: 3 clusters Score -182860.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -182989.937500 Penalty: 2516.139404
	Iteration 8Q: 3 clusters Score -182989.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -183057.625000 Penalty: 2516.139404
	Iteration 9Q: 3 clusters Score -183057.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -183078.343750 Penalty: 2516.139404
	Iteration 10Q: 3 clusters Score -183078.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -183094.906250 Penalty: 2516.139404
	Iteration 11Q: 3 clusters Score -183094.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183104.265625 Penalty: 2516.139404
	Iteration 12Q: 3 clusters Score -183104.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -183111.734375 Penalty: 2516.139404
	Iteration 13Q: 3 clusters Score -183111.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -183126.125000 Penalty: 2516.139404
	Iteration 14Q: 3 clusters Score -183126.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -183137.281250 Penalty: 2516.139404
	Iteration 15Q: 3 clusters Score -183137.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -183147.171875 Penalty: 2516.139404
	Iteration 16Q: 3 clusters Score -183147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -183155.078125 Penalty: 2516.139404
	Iteration 17Q: 3 clusters Score -183155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183160.609375 Penalty: 2516.139404
	Iteration 18Q: 3 clusters Score -183160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -183165.656250 Penalty: 2516.139404
	Iteration 19Q: 3 clusters Score -183165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -183173.390625 Penalty: 2516.139404
	Iteration 20F: 3 clusters Score -183173.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -183178.453125 Penalty: 2516.139404
	Iteration 21Q: 3 clusters Score -183178.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183180.984375 Penalty: 2516.139404
	Iteration 22Q: 3 clusters Score -183181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183183.140625 Penalty: 2516.139404
	Iteration 23Q: 3 clusters Score -183183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -183186.093750 Penalty: 2516.139404
	Iteration 24Q: 3 clusters Score -183186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183186.515625 Penalty: 2516.139404
	Iteration 25Q: 3 clusters Score -183186.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -183187.343750 Penalty: 2516.139404
	Iteration 26Q: 3 clusters Score -183187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -183187.343750 Penalty: 2516.139404
	Iteration 27F: 3 clusters Score -183187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34900 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 20740 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 19111 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 49000 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22736 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 15018 members 
Mstep: Class 29 contains 40790 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 36860 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39178 members 
Mstep: Class 34 contains 6291 members 
Mstep: Class 35 contains 41383 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5437 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 29296 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4162 members 
Mstep: Class 46 contains 29829 members 
Mstep: Class 47 contains 888 members 
Entering Unmasked Estep 
Score: -49784652.000000 Penalty: 100859.070312
Splitting cluster 3 changes total score from -49786128.000000 to -49784652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -336932.437500 Penalty: 1330.616943
	Iteration 0F: 2 clusters Score -336932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -333876.125000 Penalty: 2661.233887
	Iteration 0F: 3 clusters Score -333876.1 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -334734.718750 Penalty: 2661.233887
	Iteration 1F: 3 clusters Score -334734.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -334983.687500 Penalty: 2661.233887
	Iteration 2F: 3 clusters Score -334983.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -335156.156250 Penalty: 2661.233887
	Iteration 3F: 3 clusters Score -335156.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -335273.937500 Penalty: 2661.233887
	Iteration 4Q: 3 clusters Score -335273.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -335355.625000 Penalty: 2661.233887
	Iteration 5Q: 3 clusters Score -335355.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -335427.406250 Penalty: 2661.233887
	Iteration 6Q: 3 clusters Score -335427.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -335482.718750 Penalty: 2661.233887
	Iteration 7Q: 3 clusters Score -335482.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -335524.375000 Penalty: 2661.233887
	Iteration 8Q: 3 clusters Score -335524.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -335569.687500 Penalty: 2661.233887
	Iteration 9Q: 3 clusters Score -335569.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -335610.562500 Penalty: 2661.233887
	Iteration 10Q: 3 clusters Score -335610.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -335649.187500 Penalty: 2661.233887
	Iteration 11Q: 3 clusters Score -335649.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -335696.468750 Penalty: 2661.233887
	Iteration 12Q: 3 clusters Score -335696.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -335734.937500 Penalty: 2661.233887
	Iteration 13Q: 3 clusters Score -335734.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -335777.937500 Penalty: 2661.233887
	Iteration 14Q: 3 clusters Score -335777.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -335820.031250 Penalty: 2661.233887
	Iteration 15Q: 3 clusters Score -335820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -335864.656250 Penalty: 2661.233887
	Iteration 16Q: 3 clusters Score -335864.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -335896.656250 Penalty: 2661.233887
	Iteration 17Q: 3 clusters Score -335896.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -335920.125000 Penalty: 2661.233887
	Iteration 18Q: 3 clusters Score -335920.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -335957.406250 Penalty: 2661.233887
	Iteration 19Q: 3 clusters Score -335957.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -335986.656250 Penalty: 2661.233887
	Iteration 20F: 3 clusters Score -335986.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -336007.656250 Penalty: 2661.233887
	Iteration 21Q: 3 clusters Score -336007.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -336023.468750 Penalty: 2661.233887
	Iteration 22Q: 3 clusters Score -336023.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -336029.625000 Penalty: 2661.233887
	Iteration 23Q: 3 clusters Score -336029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -336033.625000 Penalty: 2661.233887
	Iteration 24Q: 3 clusters Score -336033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -336035.593750 Penalty: 2661.233887
	Iteration 25Q: 3 clusters Score -336035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -336039.062500 Penalty: 2661.233887
	Iteration 26Q: 3 clusters Score -336039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -336043.000000 Penalty: 2661.233887
	Iteration 27Q: 3 clusters Score -336043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -336046.250000 Penalty: 2661.233887
	Iteration 28Q: 3 clusters Score -336046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -336048.593750 Penalty: 2661.233887
	Iteration 29Q: 3 clusters Score -336048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -336049.781250 Penalty: 2661.233887
	Iteration 30Q: 3 clusters Score -336049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -336053.343750 Penalty: 2661.233887
	Iteration 31Q: 3 clusters Score -336053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -336054.125000 Penalty: 2661.233887
	Iteration 32Q: 3 clusters Score -336054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -336054.437500 Penalty: 2661.233887
	Iteration 33Q: 3 clusters Score -336054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -336054.437500 Penalty: 2661.233887
	Iteration 34F: 3 clusters Score -336054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -493069.937500 Penalty: 1398.642944
	Iteration 0F: 2 clusters Score -493069.9 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 2707 members 
Entering Unmasked Estep 
Score: -488796.312500 Penalty: 2797.285889
	Iteration 0F: 3 clusters Score -488796.3 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -489994.906250 Penalty: 2797.285889
	Iteration 1F: 3 clusters Score -489994.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -490256.312500 Penalty: 2797.285889
	Iteration 2F: 3 clusters Score -490256.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -490578.312500 Penalty: 2797.285889
	Iteration 3F: 3 clusters Score -490578.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -490940.093750 Penalty: 2797.285889
	Iteration 4F: 3 clusters Score -490940.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -491330.343750 Penalty: 2797.285889
	Iteration 5F: 3 clusters Score -491330.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -491646.125000 Penalty: 2797.285889
	Iteration 6F: 3 clusters Score -491646.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -491913.562500 Penalty: 2797.285889
	Iteration 7F: 3 clusters Score -491913.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -492134.187500 Penalty: 2797.285889
	Iteration 8Q: 3 clusters Score -492134.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -492355.906250 Penalty: 2797.285889
	Iteration 9Q: 3 clusters Score -492355.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -492530.687500 Penalty: 2797.285889
	Iteration 10Q: 3 clusters Score -492530.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -492650.625000 Penalty: 2797.285889
	Iteration 11Q: 3 clusters Score -492650.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -492731.312500 Penalty: 2797.285889
	Iteration 12Q: 3 clusters Score -492731.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -492792.406250 Penalty: 2797.285889
	Iteration 13Q: 3 clusters Score -492792.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -492831.781250 Penalty: 2797.285889
	Iteration 14Q: 3 clusters Score -492831.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -492851.406250 Penalty: 2797.285889
	Iteration 15Q: 3 clusters Score -492851.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -492875.656250 Penalty: 2797.285889
	Iteration 16Q: 3 clusters Score -492875.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -492892.843750 Penalty: 2797.285889
	Iteration 17Q: 3 clusters Score -492892.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -492903.437500 Penalty: 2797.285889
	Iteration 18Q: 3 clusters Score -492903.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -492910.312500 Penalty: 2797.285889
	Iteration 19Q: 3 clusters Score -492910.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -492912.250000 Penalty: 2797.285889
	Iteration 20F: 3 clusters Score -492912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -492915.062500 Penalty: 2797.285889
	Iteration 21Q: 3 clusters Score -492915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -492916.250000 Penalty: 2797.285889
	Iteration 22Q: 3 clusters Score -492916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -492917.062500 Penalty: 2797.285889
	Iteration 23Q: 3 clusters Score -492917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -492918.187500 Penalty: 2797.285889
	Iteration 24Q: 3 clusters Score -492918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -492919.187500 Penalty: 2797.285889
	Iteration 25Q: 3 clusters Score -492919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -492920.156250 Penalty: 2797.285889
	Iteration 26Q: 3 clusters Score -492920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -492920.156250 Penalty: 2797.285889
	Iteration 27F: 3 clusters Score -492920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -435787.562500 Penalty: 1378.993774
	Iteration 0F: 2 clusters Score -435787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -431956.156250 Penalty: 2757.987549
	Iteration 0F: 3 clusters Score -431956.2 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -432978.093750 Penalty: 2757.987549
	Iteration 1F: 3 clusters Score -432978.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -433209.625000 Penalty: 2757.987549
	Iteration 2F: 3 clusters Score -433209.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -433385.875000 Penalty: 2757.987549
	Iteration 3F: 3 clusters Score -433385.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -433528.593750 Penalty: 2757.987549
	Iteration 4F: 3 clusters Score -433528.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -433667.656250 Penalty: 2757.987549
	Iteration 5Q: 3 clusters Score -433667.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -433818.218750 Penalty: 2757.987549
	Iteration 6Q: 3 clusters Score -433818.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -433959.375000 Penalty: 2757.987549
	Iteration 7Q: 3 clusters Score -433959.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -434093.500000 Penalty: 2757.987549
	Iteration 8Q: 3 clusters Score -434093.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -434206.187500 Penalty: 2757.987549
	Iteration 9Q: 3 clusters Score -434206.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -434284.031250 Penalty: 2757.987549
	Iteration 10Q: 3 clusters Score -434284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -434351.812500 Penalty: 2757.987549
	Iteration 11Q: 3 clusters Score -434351.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -434407.343750 Penalty: 2757.987549
	Iteration 12Q: 3 clusters Score -434407.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -434449.781250 Penalty: 2757.987549
	Iteration 13Q: 3 clusters Score -434449.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -434475.687500 Penalty: 2757.987549
	Iteration 14Q: 3 clusters Score -434475.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -434493.468750 Penalty: 2757.987549
	Iteration 15Q: 3 clusters Score -434493.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -434513.125000 Penalty: 2757.987549
	Iteration 16Q: 3 clusters Score -434513.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -434532.093750 Penalty: 2757.987549
	Iteration 17Q: 3 clusters Score -434532.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -434546.218750 Penalty: 2757.987549
	Iteration 18Q: 3 clusters Score -434546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -434557.562500 Penalty: 2757.987549
	Iteration 19Q: 3 clusters Score -434557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -434568.625000 Penalty: 2757.987549
	Iteration 20F: 3 clusters Score -434568.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -434573.718750 Penalty: 2757.987549
	Iteration 21Q: 3 clusters Score -434573.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -434579.250000 Penalty: 2757.987549
	Iteration 22Q: 3 clusters Score -434579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -434582.437500 Penalty: 2757.987549
	Iteration 23Q: 3 clusters Score -434582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -434584.375000 Penalty: 2757.987549
	Iteration 24Q: 3 clusters Score -434584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -434586.687500 Penalty: 2757.987549
	Iteration 25Q: 3 clusters Score -434586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -434588.687500 Penalty: 2757.987549
	Iteration 26Q: 3 clusters Score -434588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -434591.687500 Penalty: 2757.987549
	Iteration 27Q: 3 clusters Score -434591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -434593.968750 Penalty: 2757.987549
	Iteration 28Q: 3 clusters Score -434594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -434595.562500 Penalty: 2757.987549
	Iteration 29Q: 3 clusters Score -434595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -434599.718750 Penalty: 2757.987549
	Iteration 30Q: 3 clusters Score -434599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -434600.750000 Penalty: 2757.987549
	Iteration 31Q: 3 clusters Score -434600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -434601.593750 Penalty: 2757.987549
	Iteration 32Q: 3 clusters Score -434601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -434601.593750 Penalty: 2757.987549
	Iteration 33F: 3 clusters Score -434601.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -167010.531250 Penalty: 1224.572510
	Iteration 0F: 2 clusters Score -167010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -164989.437500 Penalty: 2449.145020
	Iteration 0F: 3 clusters Score -164989.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165469.062500 Penalty: 2449.145020
	Iteration 1F: 3 clusters Score -165469.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165566.046875 Penalty: 2449.145020
	Iteration 2F: 3 clusters Score -165566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -165630.421875 Penalty: 2449.145020
	Iteration 3Q: 3 clusters Score -165630.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -165682.468750 Penalty: 2449.145020
	Iteration 4Q: 3 clusters Score -165682.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165720.468750 Penalty: 2449.145020
	Iteration 5Q: 3 clusters Score -165720.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165746.859375 Penalty: 2449.145020
	Iteration 6Q: 3 clusters Score -165746.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -165764.906250 Penalty: 2449.145020
	Iteration 7Q: 3 clusters Score -165764.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -165779.140625 Penalty: 2449.145020
	Iteration 8Q: 3 clusters Score -165779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -165796.046875 Penalty: 2449.145020
	Iteration 9Q: 3 clusters Score -165796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -165808.078125 Penalty: 2449.145020
	Iteration 10Q: 3 clusters Score -165808.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -165823.515625 Penalty: 2449.145020
	Iteration 11Q: 3 clusters Score -165823.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -165841.312500 Penalty: 2449.145020
	Iteration 12Q: 3 clusters Score -165841.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -165860.500000 Penalty: 2449.145020
	Iteration 13Q: 3 clusters Score -165860.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -165875.718750 Penalty: 2449.145020
	Iteration 14Q: 3 clusters Score -165875.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -165883.812500 Penalty: 2449.145020
	Iteration 15Q: 3 clusters Score -165883.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -165894.343750 Penalty: 2449.145020
	Iteration 16Q: 3 clusters Score -165894.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -165912.062500 Penalty: 2449.145020
	Iteration 17Q: 3 clusters Score -165912.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -165934.546875 Penalty: 2449.145020
	Iteration 18Q: 3 clusters Score -165934.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -165960.312500 Penalty: 2449.145020
	Iteration 19Q: 3 clusters Score -165960.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -165982.656250 Penalty: 2449.145020
	Iteration 20F: 3 clusters Score -165982.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -166004.296875 Penalty: 2449.145020
	Iteration 21Q: 3 clusters Score -166004.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -166030.171875 Penalty: 2449.145020
	Iteration 22Q: 3 clusters Score -166030.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -166049.171875 Penalty: 2449.145020
	Iteration 23Q: 3 clusters Score -166049.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -166065.859375 Penalty: 2449.145020
	Iteration 24Q: 3 clusters Score -166065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -166075.453125 Penalty: 2449.145020
	Iteration 25Q: 3 clusters Score -166075.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -166086.109375 Penalty: 2449.145020
	Iteration 26Q: 3 clusters Score -166086.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -166091.468750 Penalty: 2449.145020
	Iteration 27Q: 3 clusters Score -166091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -166095.500000 Penalty: 2449.145020
	Iteration 28Q: 3 clusters Score -166095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -166107.531250 Penalty: 2449.145020
	Iteration 29Q: 3 clusters Score -166107.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -166119.906250 Penalty: 2449.145020
	Iteration 30Q: 3 clusters Score -166119.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -166127.953125 Penalty: 2449.145020
	Iteration 31Q: 3 clusters Score -166128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -166134.828125 Penalty: 2449.145020
	Iteration 32Q: 3 clusters Score -166134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -166144.203125 Penalty: 2449.145020
	Iteration 33Q: 3 clusters Score -166144.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -166154.000000 Penalty: 2449.145020
	Iteration 34Q: 3 clusters Score -166154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -166166.375000 Penalty: 2449.145020
	Iteration 35Q: 3 clusters Score -166166.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -166187.328125 Penalty: 2449.145020
	Iteration 36Q: 3 clusters Score -166187.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -166202.921875 Penalty: 2449.145020
	Iteration 37Q: 3 clusters Score -166202.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -166210.453125 Penalty: 2449.145020
	Iteration 38Q: 3 clusters Score -166210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -166214.078125 Penalty: 2449.145020
	Iteration 39Q: 3 clusters Score -166214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -166215.718750 Penalty: 2449.145020
	Iteration 40F: 3 clusters Score -166215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -166217.578125 Penalty: 2449.145020
	Iteration 41Q: 3 clusters Score -166217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -166229.343750 Penalty: 2449.145020
	Iteration 42Q: 3 clusters Score -166229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -166233.765625 Penalty: 2449.145020
	Iteration 43Q: 3 clusters Score -166233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -166236.109375 Penalty: 2449.145020
	Iteration 44Q: 3 clusters Score -166236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -166238.250000 Penalty: 2449.145020
	Iteration 45Q: 3 clusters Score -166238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -166240.515625 Penalty: 2449.145020
	Iteration 46Q: 3 clusters Score -166240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -166243.156250 Penalty: 2449.145020
	Iteration 47Q: 3 clusters Score -166243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -166251.031250 Penalty: 2449.145020
	Iteration 48Q: 3 clusters Score -166251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -166259.265625 Penalty: 2449.145020
	Iteration 49Q: 3 clusters Score -166259.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -166270.609375 Penalty: 2449.145020
	Iteration 50Q: 3 clusters Score -166270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -166274.640625 Penalty: 2449.145020
	Iteration 51Q: 3 clusters Score -166274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -166276.906250 Penalty: 2449.145020
	Iteration 52Q: 3 clusters Score -166276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -166277.484375 Penalty: 2449.145020
	Iteration 53Q: 3 clusters Score -166277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -166278.203125 Penalty: 2449.145020
	Iteration 54Q: 3 clusters Score -166278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -166280.750000 Penalty: 2449.145020
	Iteration 55Q: 3 clusters Score -166280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -166280.750000 Penalty: 2449.145020
	Iteration 56F: 3 clusters Score -166280.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Entering Unmasked Estep 
Score: -3422623.500000 Penalty: 1699.789429
	Iteration 0F: 2 clusters Score -3422624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3400135.750000 Penalty: 3399.578857
	Iteration 0F: 3 clusters Score -3400136 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3409460.250000 Penalty: 3399.578857
	Iteration 1F: 3 clusters Score -3409460 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3410049.000000 Penalty: 3399.578857
	Iteration 2Q: 3 clusters Score -3410049 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3410616.000000 Penalty: 3399.578857
	Iteration 3Q: 3 clusters Score -3410616 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3411299.500000 Penalty: 3399.578857
	Iteration 4Q: 3 clusters Score -3411300 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3412127.750000 Penalty: 3399.578857
	Iteration 5Q: 3 clusters Score -3412128 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3413131.500000 Penalty: 3399.578857
	Iteration 6F: 3 clusters Score -3413132 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3414273.000000 Penalty: 3399.578857
	Iteration 7F: 3 clusters Score -3414273 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3415301.500000 Penalty: 3399.578857
	Iteration 8F: 3 clusters Score -3415302 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3416114.500000 Penalty: 3399.578857
	Iteration 9Q: 3 clusters Score -3416114 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3416724.250000 Penalty: 3399.578857
	Iteration 10Q: 3 clusters Score -3416724 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3417198.000000 Penalty: 3399.578857
	Iteration 11Q: 3 clusters Score -3417198 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3417510.750000 Penalty: 3399.578857
	Iteration 12Q: 3 clusters Score -3417511 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3417794.750000 Penalty: 3399.578857
	Iteration 13Q: 3 clusters Score -3417795 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3418013.250000 Penalty: 3399.578857
	Iteration 14Q: 3 clusters Score -3418013 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3418232.750000 Penalty: 3399.578857
	Iteration 15Q: 3 clusters Score -3418233 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3418386.250000 Penalty: 3399.578857
	Iteration 16Q: 3 clusters Score -3418386 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3418536.500000 Penalty: 3399.578857
	Iteration 17Q: 3 clusters Score -3418536 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3418693.000000 Penalty: 3399.578857
	Iteration 18Q: 3 clusters Score -3418693 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3418804.250000 Penalty: 3399.578857
	Iteration 19Q: 3 clusters Score -3418804 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3418913.500000 Penalty: 3399.578857
	Iteration 20F: 3 clusters Score -3418914 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3419002.250000 Penalty: 3399.578857
	Iteration 21Q: 3 clusters Score -3419002 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3419067.500000 Penalty: 3399.578857
	Iteration 22Q: 3 clusters Score -3419068 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3419114.000000 Penalty: 3399.578857
	Iteration 23Q: 3 clusters Score -3419114 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3419165.000000 Penalty: 3399.578857
	Iteration 24Q: 3 clusters Score -3419165 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3419200.000000 Penalty: 3399.578857
	Iteration 25Q: 3 clusters Score -3419200 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3419248.000000 Penalty: 3399.578857
	Iteration 26Q: 3 clusters Score -3419248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3419285.000000 Penalty: 3399.578857
	Iteration 27Q: 3 clusters Score -3419285 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3419309.750000 Penalty: 3399.578857
	Iteration 28Q: 3 clusters Score -3419310 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3419349.000000 Penalty: 3399.578857
	Iteration 29Q: 3 clusters Score -3419349 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3419376.250000 Penalty: 3399.578857
	Iteration 30Q: 3 clusters Score -3419376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3419419.250000 Penalty: 3399.578857
	Iteration 31Q: 3 clusters Score -3419419 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3419438.500000 Penalty: 3399.578857
	Iteration 32Q: 3 clusters Score -3419438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3419472.500000 Penalty: 3399.578857
	Iteration 33Q: 3 clusters Score -3419472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3419477.750000 Penalty: 3399.578857
	Iteration 34Q: 3 clusters Score -3419478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3419493.250000 Penalty: 3399.578857
	Iteration 35Q: 3 clusters Score -3419493 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3419501.250000 Penalty: 3399.578857
	Iteration 36Q: 3 clusters Score -3419501 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3419531.750000 Penalty: 3399.578857
	Iteration 37Q: 3 clusters Score -3419532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3419549.250000 Penalty: 3399.578857
	Iteration 38Q: 3 clusters Score -3419549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3419564.500000 Penalty: 3399.578857
	Iteration 39Q: 3 clusters Score -3419564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3419590.000000 Penalty: 3399.578857
	Iteration 40F: 3 clusters Score -3419590 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3419607.000000 Penalty: 3399.578857
	Iteration 41Q: 3 clusters Score -3419607 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3419608.250000 Penalty: 3399.578857
	Iteration 42Q: 3 clusters Score -3419608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3419647.500000 Penalty: 3399.578857
	Iteration 43Q: 3 clusters Score -3419648 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3419690.000000 Penalty: 3399.578857
	Iteration 44Q: 3 clusters Score -3419690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -3419726.750000 Penalty: 3399.578857
	Iteration 45Q: 3 clusters Score -3419727 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3419762.500000 Penalty: 3399.578857
	Iteration 46Q: 3 clusters Score -3419762 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3419798.500000 Penalty: 3399.578857
	Iteration 47Q: 3 clusters Score -3419798 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3419860.000000 Penalty: 3399.578857
	Iteration 48Q: 3 clusters Score -3419860 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3419921.750000 Penalty: 3399.578857
	Iteration 49Q: 3 clusters Score -3419922 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3419977.250000 Penalty: 3399.578857
	Iteration 50Q: 3 clusters Score -3419977 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3420041.000000 Penalty: 3399.578857
	Iteration 51Q: 3 clusters Score -3420041 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3420090.500000 Penalty: 3399.578857
	Iteration 52Q: 3 clusters Score -3420090 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3420136.750000 Penalty: 3399.578857
	Iteration 53Q: 3 clusters Score -3420137 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3420170.250000 Penalty: 3399.578857
	Iteration 54Q: 3 clusters Score -3420170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3420206.500000 Penalty: 3399.578857
	Iteration 55Q: 3 clusters Score -3420206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3420264.000000 Penalty: 3399.578857
	Iteration 56Q: 3 clusters Score -3420264 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3420339.000000 Penalty: 3399.578857
	Iteration 57Q: 3 clusters Score -3420339 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3420397.750000 Penalty: 3399.578857
	Iteration 58Q: 3 clusters Score -3420398 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3420468.000000 Penalty: 3399.578857
	Iteration 59Q: 3 clusters Score -3420468 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3420534.000000 Penalty: 3399.578857
	Iteration 60F: 3 clusters Score -3420534 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3420600.750000 Penalty: 3399.578857
	Iteration 61Q: 3 clusters Score -3420601 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3420651.500000 Penalty: 3399.578857
	Iteration 62Q: 3 clusters Score -3420652 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3420694.750000 Penalty: 3399.578857
	Iteration 63Q: 3 clusters Score -3420695 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3420753.750000 Penalty: 3399.578857
	Iteration 64Q: 3 clusters Score -3420754 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3420820.500000 Penalty: 3399.578857
	Iteration 65Q: 3 clusters Score -3420820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3420892.250000 Penalty: 3399.578857
	Iteration 66Q: 3 clusters Score -3420892 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3420949.000000 Penalty: 3399.578857
	Iteration 67Q: 3 clusters Score -3420949 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3420982.500000 Penalty: 3399.578857
	Iteration 68Q: 3 clusters Score -3420982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3421031.250000 Penalty: 3399.578857
	Iteration 69Q: 3 clusters Score -3421031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3421076.500000 Penalty: 3399.578857
	Iteration 70Q: 3 clusters Score -3421076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3421140.750000 Penalty: 3399.578857
	Iteration 71Q: 3 clusters Score -3421141 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3421192.000000 Penalty: 3399.578857
	Iteration 72Q: 3 clusters Score -3421192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3421226.250000 Penalty: 3399.578857
	Iteration 73Q: 3 clusters Score -3421226 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3421258.000000 Penalty: 3399.578857
	Iteration 74Q: 3 clusters Score -3421258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3421310.500000 Penalty: 3399.578857
	Iteration 75Q: 3 clusters Score -3421310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3421345.750000 Penalty: 3399.578857
	Iteration 76Q: 3 clusters Score -3421346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3421376.250000 Penalty: 3399.578857
	Iteration 77Q: 3 clusters Score -3421376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3421398.000000 Penalty: 3399.578857
	Iteration 78Q: 3 clusters Score -3421398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3421425.250000 Penalty: 3399.578857
	Iteration 79Q: 3 clusters Score -3421425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3421442.750000 Penalty: 3399.578857
	Iteration 80F: 3 clusters Score -3421443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3421470.750000 Penalty: 3399.578857
	Iteration 81Q: 3 clusters Score -3421471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3421487.250000 Penalty: 3399.578857
	Iteration 82Q: 3 clusters Score -3421487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3421507.250000 Penalty: 3399.578857
	Iteration 83Q: 3 clusters Score -3421507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3421512.250000 Penalty: 3399.578857
	Iteration 84Q: 3 clusters Score -3421512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3421526.000000 Penalty: 3399.578857
	Iteration 85Q: 3 clusters Score -3421526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3421536.000000 Penalty: 3399.578857
	Iteration 86Q: 3 clusters Score -3421536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3421545.000000 Penalty: 3399.578857
	Iteration 87Q: 3 clusters Score -3421545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3421563.250000 Penalty: 3399.578857
	Iteration 88Q: 3 clusters Score -3421563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3421573.250000 Penalty: 3399.578857
	Iteration 89Q: 3 clusters Score -3421573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3421585.500000 Penalty: 3399.578857
	Iteration 90Q: 3 clusters Score -3421586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3421594.000000 Penalty: 3399.578857
	Iteration 91Q: 3 clusters Score -3421594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3421600.000000 Penalty: 3399.578857
	Iteration 92Q: 3 clusters Score -3421600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3421615.750000 Penalty: 3399.578857
	Iteration 93Q: 3 clusters Score -3421616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3421621.250000 Penalty: 3399.578857
	Iteration 94Q: 3 clusters Score -3421621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3421625.000000 Penalty: 3399.578857
	Iteration 95Q: 3 clusters Score -3421625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3421626.500000 Penalty: 3399.578857
	Iteration 96Q: 3 clusters Score -3421626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3421630.750000 Penalty: 3399.578857
	Iteration 97Q: 3 clusters Score -3421631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3421629.250000 Penalty: 3399.578857
	Iteration 98Q: 3 clusters Score -3421629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3421629.500000 Penalty: 3399.578857
	Iteration 99Q: 3 clusters Score -3421630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3421636.750000 Penalty: 3399.578857
	Iteration 100F: 3 clusters Score -3421637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3421638.000000 Penalty: 3399.578857
	Iteration 101Q: 3 clusters Score -3421638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3421641.250000 Penalty: 3399.578857
	Iteration 102Q: 3 clusters Score -3421641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3421640.500000 Penalty: 3399.578857
	Iteration 103Q: 3 clusters Score -3421640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3421642.250000 Penalty: 3399.578857
	Iteration 104Q: 3 clusters Score -3421642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3421638.000000 Penalty: 3399.578857
	Iteration 105Q: 3 clusters Score -3421638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3421633.750000 Penalty: 3399.578857
	Iteration 106Q: 3 clusters Score -3421634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3421637.250000 Penalty: 3399.578857
	Iteration 107Q: 3 clusters Score -3421637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3421636.500000 Penalty: 3399.578857
	Iteration 108Q: 3 clusters Score -3421636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3421637.000000 Penalty: 3399.578857
	Iteration 109Q: 3 clusters Score -3421637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3421640.000000 Penalty: 3399.578857
	Iteration 110Q: 3 clusters Score -3421640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3421645.750000 Penalty: 3399.578857
	Iteration 111Q: 3 clusters Score -3421646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3421644.500000 Penalty: 3399.578857
	Iteration 112Q: 3 clusters Score -3421644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3421648.000000 Penalty: 3399.578857
	Iteration 113Q: 3 clusters Score -3421648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3421651.000000 Penalty: 3399.578857
	Iteration 114Q: 3 clusters Score -3421651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3421648.750000 Penalty: 3399.578857
	Iteration 115Q: 3 clusters Score -3421649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3421647.000000 Penalty: 3399.578857
	Iteration 116Q: 3 clusters Score -3421647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3421647.000000 Penalty: 3399.578857
	Iteration 117F: 3 clusters Score -3421647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -532270.250000 Penalty: 1403.212524
	Iteration 0F: 2 clusters Score -532270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -527927.062500 Penalty: 2806.425049
	Iteration 0F: 3 clusters Score -527927.1 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -529151.875000 Penalty: 2806.425049
	Iteration 1F: 3 clusters Score -529151.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -529307.437500 Penalty: 2806.425049
	Iteration 2F: 3 clusters Score -529307.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -529433.000000 Penalty: 2806.425049
	Iteration 3F: 3 clusters Score -529433 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -529528.375000 Penalty: 2806.425049
	Iteration 4Q: 3 clusters Score -529528.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -529592.187500 Penalty: 2806.425049
	Iteration 5Q: 3 clusters Score -529592.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -529641.375000 Penalty: 2806.425049
	Iteration 6Q: 3 clusters Score -529641.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -529690.187500 Penalty: 2806.425049
	Iteration 7Q: 3 clusters Score -529690.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -529744.062500 Penalty: 2806.425049
	Iteration 8Q: 3 clusters Score -529744.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -529808.250000 Penalty: 2806.425049
	Iteration 9Q: 3 clusters Score -529808.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -529881.062500 Penalty: 2806.425049
	Iteration 10Q: 3 clusters Score -529881.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -529958.562500 Penalty: 2806.425049
	Iteration 11Q: 3 clusters Score -529958.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -530046.625000 Penalty: 2806.425049
	Iteration 12Q: 3 clusters Score -530046.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -530152.000000 Penalty: 2806.425049
	Iteration 13Q: 3 clusters Score -530152 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -530261.812500 Penalty: 2806.425049
	Iteration 14Q: 3 clusters Score -530261.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -530353.062500 Penalty: 2806.425049
	Iteration 15Q: 3 clusters Score -530353.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -530445.437500 Penalty: 2806.425049
	Iteration 16Q: 3 clusters Score -530445.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -530537.937500 Penalty: 2806.425049
	Iteration 17Q: 3 clusters Score -530537.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -530639.250000 Penalty: 2806.425049
	Iteration 18Q: 3 clusters Score -530639.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -530725.312500 Penalty: 2806.425049
	Iteration 19Q: 3 clusters Score -530725.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -530796.750000 Penalty: 2806.425049
	Iteration 20F: 3 clusters Score -530796.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -530864.875000 Penalty: 2806.425049
	Iteration 21Q: 3 clusters Score -530864.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -530917.062500 Penalty: 2806.425049
	Iteration 22Q: 3 clusters Score -530917.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -530956.437500 Penalty: 2806.425049
	Iteration 23Q: 3 clusters Score -530956.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -530971.375000 Penalty: 2806.425049
	Iteration 24Q: 3 clusters Score -530971.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -530981.687500 Penalty: 2806.425049
	Iteration 25Q: 3 clusters Score -530981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -530988.437500 Penalty: 2806.425049
	Iteration 26Q: 3 clusters Score -530988.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -530995.125000 Penalty: 2806.425049
	Iteration 27Q: 3 clusters Score -530995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -531000.562500 Penalty: 2806.425049
	Iteration 28Q: 3 clusters Score -531000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -531005.500000 Penalty: 2806.425049
	Iteration 29Q: 3 clusters Score -531005.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -531012.062500 Penalty: 2806.425049
	Iteration 30Q: 3 clusters Score -531012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -531013.000000 Penalty: 2806.425049
	Iteration 31Q: 3 clusters Score -531013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -531014.625000 Penalty: 2806.425049
	Iteration 32Q: 3 clusters Score -531014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -531014.625000 Penalty: 2806.425049
	Iteration 33F: 3 clusters Score -531014.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -237454.750000 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -237454.8 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 1336 members 
Entering Unmasked Estep 
Score: -234937.375000 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -234937.4 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -235517.484375 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -235517.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -235675.328125 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -235675.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -235800.062500 Penalty: 2554.810791
	Iteration 3F: 3 clusters Score -235800.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -235884.875000 Penalty: 2554.810791
	Iteration 4F: 3 clusters Score -235884.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -235947.343750 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -235947.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -235994.421875 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -235994.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -236043.140625 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -236043.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -236086.703125 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -236086.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -236118.046875 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -236118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -236145.734375 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -236145.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -236178.765625 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -236178.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -236216.796875 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -236216.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -236249.828125 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -236249.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -236268.140625 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -236268.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -236283.578125 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -236283.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -236296.484375 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -236296.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -236310.046875 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -236310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -236319.015625 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -236319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -236329.234375 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -236329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -236339.453125 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -236339.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -236348.875000 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -236348.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -236357.296875 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -236357.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -236365.218750 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -236365.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -236374.390625 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -236374.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -236379.765625 Penalty: 2554.810791
	Iteration 25Q: 3 clusters Score -236379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -236384.515625 Penalty: 2554.810791
	Iteration 26Q: 3 clusters Score -236384.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -236390.375000 Penalty: 2554.810791
	Iteration 27Q: 3 clusters Score -236390.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -236400.625000 Penalty: 2554.810791
	Iteration 28Q: 3 clusters Score -236400.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -236409.734375 Penalty: 2554.810791
	Iteration 29Q: 3 clusters Score -236409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -236413.906250 Penalty: 2554.810791
	Iteration 30Q: 3 clusters Score -236413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -236416.687500 Penalty: 2554.810791
	Iteration 31Q: 3 clusters Score -236416.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -236418.921875 Penalty: 2554.810791
	Iteration 32Q: 3 clusters Score -236418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -236420.140625 Penalty: 2554.810791
	Iteration 33Q: 3 clusters Score -236420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -236422.234375 Penalty: 2554.810791
	Iteration 34Q: 3 clusters Score -236422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -236426.046875 Penalty: 2554.810791
	Iteration 35Q: 3 clusters Score -236426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -236429.546875 Penalty: 2554.810791
	Iteration 36Q: 3 clusters Score -236429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -236433.078125 Penalty: 2554.810791
	Iteration 37Q: 3 clusters Score -236433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -236434.671875 Penalty: 2554.810791
	Iteration 38Q: 3 clusters Score -236434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -236435.250000 Penalty: 2554.810791
	Iteration 39Q: 3 clusters Score -236435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -236435.250000 Penalty: 2554.810791
	Iteration 40F: 3 clusters Score -236435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Entering Unmasked Estep 
Score: -563965.500000 Penalty: 1417.947754
	Iteration 0F: 2 clusters Score -563965.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -559306.250000 Penalty: 2835.895508
	Iteration 0F: 3 clusters Score -559306.2 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -560702.562500 Penalty: 2835.895508
	Iteration 1F: 3 clusters Score -560702.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -560921.062500 Penalty: 2835.895508
	Iteration 2F: 3 clusters Score -560921.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -561077.062500 Penalty: 2835.895508
	Iteration 3F: 3 clusters Score -561077.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -561221.562500 Penalty: 2835.895508
	Iteration 4Q: 3 clusters Score -561221.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -561395.000000 Penalty: 2835.895508
	Iteration 5Q: 3 clusters Score -561395 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -561611.625000 Penalty: 2835.895508
	Iteration 6Q: 3 clusters Score -561611.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -561894.812500 Penalty: 2835.895508
	Iteration 7Q: 3 clusters Score -561894.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -562193.375000 Penalty: 2835.895508
	Iteration 8F: 3 clusters Score -562193.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -562464.250000 Penalty: 2835.895508
	Iteration 9F: 3 clusters Score -562464.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -562673.562500 Penalty: 2835.895508
	Iteration 10Q: 3 clusters Score -562673.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -562815.500000 Penalty: 2835.895508
	Iteration 11Q: 3 clusters Score -562815.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -562915.812500 Penalty: 2835.895508
	Iteration 12Q: 3 clusters Score -562915.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -562990.687500 Penalty: 2835.895508
	Iteration 13Q: 3 clusters Score -562990.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -563060.687500 Penalty: 2835.895508
	Iteration 14Q: 3 clusters Score -563060.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -563108.062500 Penalty: 2835.895508
	Iteration 15Q: 3 clusters Score -563108.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -563145.562500 Penalty: 2835.895508
	Iteration 16Q: 3 clusters Score -563145.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -563171.812500 Penalty: 2835.895508
	Iteration 17Q: 3 clusters Score -563171.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -563190.437500 Penalty: 2835.895508
	Iteration 18Q: 3 clusters Score -563190.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -563202.125000 Penalty: 2835.895508
	Iteration 19Q: 3 clusters Score -563202.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -563212.062500 Penalty: 2835.895508
	Iteration 20F: 3 clusters Score -563212.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -563219.812500 Penalty: 2835.895508
	Iteration 21Q: 3 clusters Score -563219.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -563224.062500 Penalty: 2835.895508
	Iteration 22Q: 3 clusters Score -563224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -563229.812500 Penalty: 2835.895508
	Iteration 23Q: 3 clusters Score -563229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -563234.250000 Penalty: 2835.895508
	Iteration 24Q: 3 clusters Score -563234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -563238.875000 Penalty: 2835.895508
	Iteration 25Q: 3 clusters Score -563238.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -563241.312500 Penalty: 2835.895508
	Iteration 26Q: 3 clusters Score -563241.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -563243.187500 Penalty: 2835.895508
	Iteration 27Q: 3 clusters Score -563243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -563245.125000 Penalty: 2835.895508
	Iteration 28Q: 3 clusters Score -563245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -563245.500000 Penalty: 2835.895508
	Iteration 29Q: 3 clusters Score -563245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -563244.937500 Penalty: 2835.895508
	Iteration 30Q: 3 clusters Score -563244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -563246.562500 Penalty: 2835.895508
	Iteration 31Q: 3 clusters Score -563246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -563249.187500 Penalty: 2835.895508
	Iteration 32Q: 3 clusters Score -563249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -563250.312500 Penalty: 2835.895508
	Iteration 33Q: 3 clusters Score -563250.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -563252.687500 Penalty: 2835.895508
	Iteration 34Q: 3 clusters Score -563252.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -563256.125000 Penalty: 2835.895508
	Iteration 35Q: 3 clusters Score -563256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -563256.187500 Penalty: 2835.895508
	Iteration 36Q: 3 clusters Score -563256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -563257.750000 Penalty: 2835.895508
	Iteration 37Q: 3 clusters Score -563257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -563257.500000 Penalty: 2835.895508
	Iteration 38Q: 3 clusters Score -563257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -563258.375000 Penalty: 2835.895508
	Iteration 39Q: 3 clusters Score -563258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -563257.812500 Penalty: 2835.895508
	Iteration 40F: 3 clusters Score -563257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -563260.000000 Penalty: 2835.895508
	Iteration 41Q: 3 clusters Score -563260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -563259.187500 Penalty: 2835.895508
	Iteration 42Q: 3 clusters Score -563259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -563260.437500 Penalty: 2835.895508
	Iteration 43Q: 3 clusters Score -563260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -563260.875000 Penalty: 2835.895508
	Iteration 44Q: 3 clusters Score -563260.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -563260.875000 Penalty: 2835.895508
	Iteration 45F: 3 clusters Score -563260.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Entering Unmasked Estep 
Score: -825241.687500 Penalty: 1475.704102
	Iteration 0F: 2 clusters Score -825241.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -818861.687500 Penalty: 2951.408203
	Iteration 0F: 3 clusters Score -818861.7 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -820847.625000 Penalty: 2951.408203
	Iteration 1F: 3 clusters Score -820847.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -821086.875000 Penalty: 2951.408203
	Iteration 2F: 3 clusters Score -821086.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -821302.000000 Penalty: 2951.408203
	Iteration 3F: 3 clusters Score -821302 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -821503.687500 Penalty: 2951.408203
	Iteration 4Q: 3 clusters Score -821503.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -821689.312500 Penalty: 2951.408203
	Iteration 5Q: 3 clusters Score -821689.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -821843.562500 Penalty: 2951.408203
	Iteration 6Q: 3 clusters Score -821843.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -822004.062500 Penalty: 2951.408203
	Iteration 7Q: 3 clusters Score -822004.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -822178.000000 Penalty: 2951.408203
	Iteration 8Q: 3 clusters Score -822178 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -822363.625000 Penalty: 2951.408203
	Iteration 9Q: 3 clusters Score -822363.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -822584.000000 Penalty: 2951.408203
	Iteration 10Q: 3 clusters Score -822584 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -822804.250000 Penalty: 2951.408203
	Iteration 11Q: 3 clusters Score -822804.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -823030.312500 Penalty: 2951.408203
	Iteration 12Q: 3 clusters Score -823030.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -823277.125000 Penalty: 2951.408203
	Iteration 13Q: 3 clusters Score -823277.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -823456.375000 Penalty: 2951.408203
	Iteration 14Q: 3 clusters Score -823456.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -823588.562500 Penalty: 2951.408203
	Iteration 15Q: 3 clusters Score -823588.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -823669.937500 Penalty: 2951.408203
	Iteration 16Q: 3 clusters Score -823669.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -823741.000000 Penalty: 2951.408203
	Iteration 17Q: 3 clusters Score -823741 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -823793.000000 Penalty: 2951.408203
	Iteration 18Q: 3 clusters Score -823793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -823834.625000 Penalty: 2951.408203
	Iteration 19Q: 3 clusters Score -823834.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -823871.750000 Penalty: 2951.408203
	Iteration 20F: 3 clusters Score -823871.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -823908.562500 Penalty: 2951.408203
	Iteration 21Q: 3 clusters Score -823908.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -823925.625000 Penalty: 2951.408203
	Iteration 22Q: 3 clusters Score -823925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -823932.125000 Penalty: 2951.408203
	Iteration 23Q: 3 clusters Score -823932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -823937.000000 Penalty: 2951.408203
	Iteration 24Q: 3 clusters Score -823937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -823943.750000 Penalty: 2951.408203
	Iteration 25Q: 3 clusters Score -823943.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -823956.500000 Penalty: 2951.408203
	Iteration 26Q: 3 clusters Score -823956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -823964.500000 Penalty: 2951.408203
	Iteration 27Q: 3 clusters Score -823964.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -823972.812500 Penalty: 2951.408203
	Iteration 28Q: 3 clusters Score -823972.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -823979.625000 Penalty: 2951.408203
	Iteration 29Q: 3 clusters Score -823979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -823985.500000 Penalty: 2951.408203
	Iteration 30Q: 3 clusters Score -823985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -823988.375000 Penalty: 2951.408203
	Iteration 31Q: 3 clusters Score -823988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -823992.875000 Penalty: 2951.408203
	Iteration 32Q: 3 clusters Score -823992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -823992.375000 Penalty: 2951.408203
	Iteration 33Q: 3 clusters Score -823992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -823992.375000 Penalty: 2951.408203
	Iteration 34F: 3 clusters Score -823992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Entering Unmasked Estep 
Score: -2041481.750000 Penalty: 1615.220703
	Iteration 0F: 2 clusters Score -2041482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2027465.125000 Penalty: 3230.441406
	Iteration 0F: 3 clusters Score -2027465 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2032597.625000 Penalty: 3230.441406
	Iteration 1F: 3 clusters Score -2032598 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2033120.500000 Penalty: 3230.441406
	Iteration 2F: 3 clusters Score -2033120 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2033684.625000 Penalty: 3230.441406
	Iteration 3F: 3 clusters Score -2033685 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2034387.250000 Penalty: 3230.441406
	Iteration 4F: 3 clusters Score -2034387 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2035234.500000 Penalty: 3230.441406
	Iteration 5F: 3 clusters Score -2035234 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2036140.750000 Penalty: 3230.441406
	Iteration 6F: 3 clusters Score -2036141 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2036962.875000 Penalty: 3230.441406
	Iteration 7F: 3 clusters Score -2036963 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2037581.000000 Penalty: 3230.441406
	Iteration 8F: 3 clusters Score -2037581 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2037963.625000 Penalty: 3230.441406
	Iteration 9Q: 3 clusters Score -2037964 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2038157.375000 Penalty: 3230.441406
	Iteration 10Q: 3 clusters Score -2038157 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2038266.250000 Penalty: 3230.441406
	Iteration 11Q: 3 clusters Score -2038266 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2038323.250000 Penalty: 3230.441406
	Iteration 12Q: 3 clusters Score -2038323 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2038379.625000 Penalty: 3230.441406
	Iteration 13Q: 3 clusters Score -2038380 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2038423.375000 Penalty: 3230.441406
	Iteration 14Q: 3 clusters Score -2038423 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2038458.375000 Penalty: 3230.441406
	Iteration 15Q: 3 clusters Score -2038458 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2038485.750000 Penalty: 3230.441406
	Iteration 16Q: 3 clusters Score -2038486 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2038510.500000 Penalty: 3230.441406
	Iteration 17Q: 3 clusters Score -2038510 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2038544.125000 Penalty: 3230.441406
	Iteration 18Q: 3 clusters Score -2038544 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2038567.375000 Penalty: 3230.441406
	Iteration 19Q: 3 clusters Score -2038567 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2038593.125000 Penalty: 3230.441406
	Iteration 20F: 3 clusters Score -2038593 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2038601.000000 Penalty: 3230.441406
	Iteration 21Q: 3 clusters Score -2038601 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2038620.875000 Penalty: 3230.441406
	Iteration 22Q: 3 clusters Score -2038621 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2038632.875000 Penalty: 3230.441406
	Iteration 23Q: 3 clusters Score -2038633 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2038646.000000 Penalty: 3230.441406
	Iteration 24Q: 3 clusters Score -2038646 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2038656.625000 Penalty: 3230.441406
	Iteration 25Q: 3 clusters Score -2038657 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2038670.000000 Penalty: 3230.441406
	Iteration 26Q: 3 clusters Score -2038670 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2038682.375000 Penalty: 3230.441406
	Iteration 27Q: 3 clusters Score -2038682 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2038700.375000 Penalty: 3230.441406
	Iteration 28Q: 3 clusters Score -2038700 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2038725.000000 Penalty: 3230.441406
	Iteration 29Q: 3 clusters Score -2038725 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2038741.375000 Penalty: 3230.441406
	Iteration 30Q: 3 clusters Score -2038741 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2038773.750000 Penalty: 3230.441406
	Iteration 31Q: 3 clusters Score -2038774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2038798.375000 Penalty: 3230.441406
	Iteration 32Q: 3 clusters Score -2038798 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2038828.125000 Penalty: 3230.441406
	Iteration 33Q: 3 clusters Score -2038828 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2038888.500000 Penalty: 3230.441406
	Iteration 34Q: 3 clusters Score -2038888 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2038926.500000 Penalty: 3230.441406
	Iteration 35Q: 3 clusters Score -2038926 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2038970.125000 Penalty: 3230.441406
	Iteration 36Q: 3 clusters Score -2038970 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2039030.000000 Penalty: 3230.441406
	Iteration 37Q: 3 clusters Score -2039030 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2039131.125000 Penalty: 3230.441406
	Iteration 38Q: 3 clusters Score -2039131 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2039227.250000 Penalty: 3230.441406
	Iteration 39Q: 3 clusters Score -2039227 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2039297.000000 Penalty: 3230.441406
	Iteration 40F: 3 clusters Score -2039297 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2039352.875000 Penalty: 3230.441406
	Iteration 41Q: 3 clusters Score -2039353 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2039409.000000 Penalty: 3230.441406
	Iteration 42Q: 3 clusters Score -2039409 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2039463.875000 Penalty: 3230.441406
	Iteration 43Q: 3 clusters Score -2039464 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2039504.500000 Penalty: 3230.441406
	Iteration 44Q: 3 clusters Score -2039504 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2039554.250000 Penalty: 3230.441406
	Iteration 45Q: 3 clusters Score -2039554 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2039585.625000 Penalty: 3230.441406
	Iteration 46Q: 3 clusters Score -2039586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2039629.875000 Penalty: 3230.441406
	Iteration 47Q: 3 clusters Score -2039630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2039672.250000 Penalty: 3230.441406
	Iteration 48Q: 3 clusters Score -2039672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2039705.000000 Penalty: 3230.441406
	Iteration 49Q: 3 clusters Score -2039705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2039738.500000 Penalty: 3230.441406
	Iteration 50Q: 3 clusters Score -2039738 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2039783.375000 Penalty: 3230.441406
	Iteration 51Q: 3 clusters Score -2039783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2039825.750000 Penalty: 3230.441406
	Iteration 52Q: 3 clusters Score -2039826 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2039863.875000 Penalty: 3230.441406
	Iteration 53Q: 3 clusters Score -2039864 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2039908.875000 Penalty: 3230.441406
	Iteration 54Q: 3 clusters Score -2039909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2039948.625000 Penalty: 3230.441406
	Iteration 55Q: 3 clusters Score -2039949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2039970.250000 Penalty: 3230.441406
	Iteration 56Q: 3 clusters Score -2039970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2039984.250000 Penalty: 3230.441406
	Iteration 57Q: 3 clusters Score -2039984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2039995.625000 Penalty: 3230.441406
	Iteration 58Q: 3 clusters Score -2039996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2040010.000000 Penalty: 3230.441406
	Iteration 59Q: 3 clusters Score -2040010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2040030.250000 Penalty: 3230.441406
	Iteration 60F: 3 clusters Score -2040030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2040041.875000 Penalty: 3230.441406
	Iteration 61Q: 3 clusters Score -2040042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2040052.750000 Penalty: 3230.441406
	Iteration 62Q: 3 clusters Score -2040053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2040069.375000 Penalty: 3230.441406
	Iteration 63Q: 3 clusters Score -2040069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2040080.250000 Penalty: 3230.441406
	Iteration 64Q: 3 clusters Score -2040080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2040088.250000 Penalty: 3230.441406
	Iteration 65Q: 3 clusters Score -2040088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2040091.750000 Penalty: 3230.441406
	Iteration 66Q: 3 clusters Score -2040092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2040098.875000 Penalty: 3230.441406
	Iteration 67Q: 3 clusters Score -2040099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2040106.250000 Penalty: 3230.441406
	Iteration 68Q: 3 clusters Score -2040106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2040123.250000 Penalty: 3230.441406
	Iteration 69Q: 3 clusters Score -2040123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2040127.500000 Penalty: 3230.441406
	Iteration 70Q: 3 clusters Score -2040128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2040135.875000 Penalty: 3230.441406
	Iteration 71Q: 3 clusters Score -2040136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2040137.625000 Penalty: 3230.441406
	Iteration 72Q: 3 clusters Score -2040138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2040142.875000 Penalty: 3230.441406
	Iteration 73Q: 3 clusters Score -2040143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2040145.750000 Penalty: 3230.441406
	Iteration 74Q: 3 clusters Score -2040146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2040143.625000 Penalty: 3230.441406
	Iteration 75Q: 3 clusters Score -2040144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2040145.250000 Penalty: 3230.441406
	Iteration 76Q: 3 clusters Score -2040145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2040145.875000 Penalty: 3230.441406
	Iteration 77Q: 3 clusters Score -2040146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2040148.750000 Penalty: 3230.441406
	Iteration 78Q: 3 clusters Score -2040149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2040148.250000 Penalty: 3230.441406
	Iteration 79Q: 3 clusters Score -2040148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2040150.125000 Penalty: 3230.441406
	Iteration 80F: 3 clusters Score -2040150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2040152.250000 Penalty: 3230.441406
	Iteration 81Q: 3 clusters Score -2040152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2040151.625000 Penalty: 3230.441406
	Iteration 82Q: 3 clusters Score -2040152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2040149.125000 Penalty: 3230.441406
	Iteration 83Q: 3 clusters Score -2040149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2040149.125000 Penalty: 3230.441406
	Iteration 84Q: 3 clusters Score -2040149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2040152.500000 Penalty: 3230.441406
	Iteration 85Q: 3 clusters Score -2040152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2040151.875000 Penalty: 3230.441406
	Iteration 86Q: 3 clusters Score -2040152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2040155.375000 Penalty: 3230.441406
	Iteration 87Q: 3 clusters Score -2040155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2040156.875000 Penalty: 3230.441406
	Iteration 88Q: 3 clusters Score -2040157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2040163.625000 Penalty: 3230.441406
	Iteration 89Q: 3 clusters Score -2040164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2040164.750000 Penalty: 3230.441406
	Iteration 90Q: 3 clusters Score -2040165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2040166.875000 Penalty: 3230.441406
	Iteration 91Q: 3 clusters Score -2040167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2040169.125000 Penalty: 3230.441406
	Iteration 92Q: 3 clusters Score -2040169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2040171.375000 Penalty: 3230.441406
	Iteration 93Q: 3 clusters Score -2040171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2040171.375000 Penalty: 3230.441406
	Iteration 94F: 3 clusters Score -2040171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Entering Unmasked Estep 
Score: -294794.906250 Penalty: 1317.895508
	Iteration 0F: 2 clusters Score -294794.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -291864.093750 Penalty: 2635.791016
	Iteration 0F: 3 clusters Score -291864.1 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -292643.406250 Penalty: 2635.791016
	Iteration 1F: 3 clusters Score -292643.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -292792.218750 Penalty: 2635.791016
	Iteration 2F: 3 clusters Score -292792.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -292888.375000 Penalty: 2635.791016
	Iteration 3Q: 3 clusters Score -292888.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -292958.843750 Penalty: 2635.791016
	Iteration 4Q: 3 clusters Score -292958.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -293024.468750 Penalty: 2635.791016
	Iteration 5Q: 3 clusters Score -293024.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -293092.031250 Penalty: 2635.791016
	Iteration 6Q: 3 clusters Score -293092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -293147.312500 Penalty: 2635.791016
	Iteration 7Q: 3 clusters Score -293147.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -293203.000000 Penalty: 2635.791016
	Iteration 8Q: 3 clusters Score -293203 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -293253.500000 Penalty: 2635.791016
	Iteration 9Q: 3 clusters Score -293253.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -293308.812500 Penalty: 2635.791016
	Iteration 10Q: 3 clusters Score -293308.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -293357.968750 Penalty: 2635.791016
	Iteration 11Q: 3 clusters Score -293358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -293415.312500 Penalty: 2635.791016
	Iteration 12Q: 3 clusters Score -293415.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -293485.687500 Penalty: 2635.791016
	Iteration 13Q: 3 clusters Score -293485.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -293569.437500 Penalty: 2635.791016
	Iteration 14Q: 3 clusters Score -293569.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -293669.625000 Penalty: 2635.791016
	Iteration 15Q: 3 clusters Score -293669.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -293757.781250 Penalty: 2635.791016
	Iteration 16Q: 3 clusters Score -293757.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -293826.718750 Penalty: 2635.791016
	Iteration 17Q: 3 clusters Score -293826.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -293919.312500 Penalty: 2635.791016
	Iteration 18Q: 3 clusters Score -293919.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -294018.187500 Penalty: 2635.791016
	Iteration 19Q: 3 clusters Score -294018.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -294083.156250 Penalty: 2635.791016
	Iteration 20F: 3 clusters Score -294083.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -294125.406250 Penalty: 2635.791016
	Iteration 21Q: 3 clusters Score -294125.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -294149.875000 Penalty: 2635.791016
	Iteration 22Q: 3 clusters Score -294149.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -294166.718750 Penalty: 2635.791016
	Iteration 23Q: 3 clusters Score -294166.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -294178.812500 Penalty: 2635.791016
	Iteration 24Q: 3 clusters Score -294178.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -294187.000000 Penalty: 2635.791016
	Iteration 25Q: 3 clusters Score -294187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -294191.375000 Penalty: 2635.791016
	Iteration 26Q: 3 clusters Score -294191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -294193.531250 Penalty: 2635.791016
	Iteration 27Q: 3 clusters Score -294193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -294195.093750 Penalty: 2635.791016
	Iteration 28Q: 3 clusters Score -294195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -294197.656250 Penalty: 2635.791016
	Iteration 29Q: 3 clusters Score -294197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -294199.593750 Penalty: 2635.791016
	Iteration 30Q: 3 clusters Score -294199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -294202.312500 Penalty: 2635.791016
	Iteration 31Q: 3 clusters Score -294202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -294202.875000 Penalty: 2635.791016
	Iteration 32Q: 3 clusters Score -294202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -294202.875000 Penalty: 2635.791016
	Iteration 33F: 3 clusters Score -294202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Entering Unmasked Estep 
Score: -1770569.000000 Penalty: 1601.928223
	Iteration 0F: 2 clusters Score -1770569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1757550.875000 Penalty: 3203.856445
	Iteration 0F: 3 clusters Score -1757551 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1762198.500000 Penalty: 3203.856445
	Iteration 1F: 3 clusters Score -1762198 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1762590.000000 Penalty: 3203.856445
	Iteration 2F: 3 clusters Score -1762590 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1762995.375000 Penalty: 3203.856445
	Iteration 3Q: 3 clusters Score -1762995 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1763347.000000 Penalty: 3203.856445
	Iteration 4Q: 3 clusters Score -1763347 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1763650.000000 Penalty: 3203.856445
	Iteration 5Q: 3 clusters Score -1763650 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1763918.625000 Penalty: 3203.856445
	Iteration 6Q: 3 clusters Score -1763919 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1764160.625000 Penalty: 3203.856445
	Iteration 7Q: 3 clusters Score -1764161 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1764425.375000 Penalty: 3203.856445
	Iteration 8Q: 3 clusters Score -1764425 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1764712.000000 Penalty: 3203.856445
	Iteration 9Q: 3 clusters Score -1764712 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1765041.000000 Penalty: 3203.856445
	Iteration 10Q: 3 clusters Score -1765041 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1765437.500000 Penalty: 3203.856445
	Iteration 11Q: 3 clusters Score -1765438 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1765862.000000 Penalty: 3203.856445
	Iteration 12Q: 3 clusters Score -1765862 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1766324.250000 Penalty: 3203.856445
	Iteration 13Q: 3 clusters Score -1766324 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1766824.500000 Penalty: 3203.856445
	Iteration 14Q: 3 clusters Score -1766824 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1767248.875000 Penalty: 3203.856445
	Iteration 15Q: 3 clusters Score -1767249 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1767607.125000 Penalty: 3203.856445
	Iteration 16Q: 3 clusters Score -1767607 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1767936.500000 Penalty: 3203.856445
	Iteration 17Q: 3 clusters Score -1767936 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1768191.125000 Penalty: 3203.856445
	Iteration 18Q: 3 clusters Score -1768191 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1768426.375000 Penalty: 3203.856445
	Iteration 19Q: 3 clusters Score -1768426 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1768618.500000 Penalty: 3203.856445
	Iteration 20F: 3 clusters Score -1768618 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1768762.000000 Penalty: 3203.856445
	Iteration 21Q: 3 clusters Score -1768762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1768879.625000 Penalty: 3203.856445
	Iteration 22Q: 3 clusters Score -1768880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1768942.250000 Penalty: 3203.856445
	Iteration 23Q: 3 clusters Score -1768942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1769004.125000 Penalty: 3203.856445
	Iteration 24Q: 3 clusters Score -1769004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1769066.625000 Penalty: 3203.856445
	Iteration 25Q: 3 clusters Score -1769067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -1769122.375000 Penalty: 3203.856445
	Iteration 26Q: 3 clusters Score -1769122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1769158.750000 Penalty: 3203.856445
	Iteration 27Q: 3 clusters Score -1769159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1769176.875000 Penalty: 3203.856445
	Iteration 28Q: 3 clusters Score -1769177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1769204.875000 Penalty: 3203.856445
	Iteration 29Q: 3 clusters Score -1769205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1769231.875000 Penalty: 3203.856445
	Iteration 30Q: 3 clusters Score -1769232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1769253.375000 Penalty: 3203.856445
	Iteration 31Q: 3 clusters Score -1769253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1769266.750000 Penalty: 3203.856445
	Iteration 32Q: 3 clusters Score -1769267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1769277.000000 Penalty: 3203.856445
	Iteration 33Q: 3 clusters Score -1769277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1769289.000000 Penalty: 3203.856445
	Iteration 34Q: 3 clusters Score -1769289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1769298.250000 Penalty: 3203.856445
	Iteration 35Q: 3 clusters Score -1769298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1769307.375000 Penalty: 3203.856445
	Iteration 36Q: 3 clusters Score -1769307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1769310.250000 Penalty: 3203.856445
	Iteration 37Q: 3 clusters Score -1769310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1769315.125000 Penalty: 3203.856445
	Iteration 38Q: 3 clusters Score -1769315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1769317.250000 Penalty: 3203.856445
	Iteration 39Q: 3 clusters Score -1769317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1769317.250000 Penalty: 3203.856445
	Iteration 40F: 3 clusters Score -1769317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -383037.531250 Penalty: 1350.162476
	Iteration 0F: 2 clusters Score -383037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -379636.437500 Penalty: 2700.324951
	Iteration 0F: 3 clusters Score -379636.4 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -380588.750000 Penalty: 2700.324951
	Iteration 1F: 3 clusters Score -380588.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -380808.062500 Penalty: 2700.324951
	Iteration 2F: 3 clusters Score -380808.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -381002.187500 Penalty: 2700.324951
	Iteration 3F: 3 clusters Score -381002.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -381203.937500 Penalty: 2700.324951
	Iteration 4F: 3 clusters Score -381203.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -381392.750000 Penalty: 2700.324951
	Iteration 5F: 3 clusters Score -381392.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -381609.718750 Penalty: 2700.324951
	Iteration 6F: 3 clusters Score -381609.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -381833.968750 Penalty: 2700.324951
	Iteration 7Q: 3 clusters Score -381834 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -382065.593750 Penalty: 2700.324951
	Iteration 8F: 3 clusters Score -382065.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -382214.968750 Penalty: 2700.324951
	Iteration 9Q: 3 clusters Score -382215 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -382307.281250 Penalty: 2700.324951
	Iteration 10Q: 3 clusters Score -382307.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -382359.031250 Penalty: 2700.324951
	Iteration 11Q: 3 clusters Score -382359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -382390.250000 Penalty: 2700.324951
	Iteration 12Q: 3 clusters Score -382390.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -382406.406250 Penalty: 2700.324951
	Iteration 13Q: 3 clusters Score -382406.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -382415.406250 Penalty: 2700.324951
	Iteration 14Q: 3 clusters Score -382415.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -382418.187500 Penalty: 2700.324951
	Iteration 15Q: 3 clusters Score -382418.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -382422.375000 Penalty: 2700.324951
	Iteration 16Q: 3 clusters Score -382422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -382424.593750 Penalty: 2700.324951
	Iteration 17Q: 3 clusters Score -382424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -382426.843750 Penalty: 2700.324951
	Iteration 18Q: 3 clusters Score -382426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -382427.750000 Penalty: 2700.324951
	Iteration 19Q: 3 clusters Score -382427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -382428.812500 Penalty: 2700.324951
	Iteration 20F: 3 clusters Score -382428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -382430.250000 Penalty: 2700.324951
	Iteration 21Q: 3 clusters Score -382430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -382431.906250 Penalty: 2700.324951
	Iteration 22Q: 3 clusters Score -382431.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -382432.187500 Penalty: 2700.324951
	Iteration 23Q: 3 clusters Score -382432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -382432.906250 Penalty: 2700.324951
	Iteration 24Q: 3 clusters Score -382432.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -382433.531250 Penalty: 2700.324951
	Iteration 25Q: 3 clusters Score -382433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -382434.062500 Penalty: 2700.324951
	Iteration 26Q: 3 clusters Score -382434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -382433.750000 Penalty: 2700.324951
	Iteration 27Q: 3 clusters Score -382433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -382434.593750 Penalty: 2700.324951
	Iteration 28Q: 3 clusters Score -382434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -382435.000000 Penalty: 2700.324951
	Iteration 29Q: 3 clusters Score -382435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -382435.000000 Penalty: 2700.324951
	Iteration 30Q: 3 clusters Score -382435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -382435.031250 Penalty: 2700.324951
	Iteration 31Q: 3 clusters Score -382435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -382435.031250 Penalty: 2700.324951
	Iteration 32F: 3 clusters Score -382435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Entering Unmasked Estep 
Score: -4600590.000000 Penalty: 1754.931030
	Iteration 0F: 2 clusters Score -4600590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4573633.500000 Penalty: 3509.862061
	Iteration 0F: 3 clusters Score -4573634 nChanged 23044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4586800.000000 Penalty: 3509.862061
	Iteration 1F: 3 clusters Score -4586800 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -4587477.500000 Penalty: 3509.862061
	Iteration 2Q: 3 clusters Score -4587478 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4588416.500000 Penalty: 3509.862061
	Iteration 3Q: 3 clusters Score -4588416 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4589917.000000 Penalty: 3509.862061
	Iteration 4F: 3 clusters Score -4589917 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4591895.000000 Penalty: 3509.862061
	Iteration 5F: 3 clusters Score -4591895 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -4593901.000000 Penalty: 3509.862061
	Iteration 6F: 3 clusters Score -4593901 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4595511.500000 Penalty: 3509.862061
	Iteration 7F: 3 clusters Score -4595512 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4596736.000000 Penalty: 3509.862061
	Iteration 8F: 3 clusters Score -4596736 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4597788.500000 Penalty: 3509.862061
	Iteration 9Q: 3 clusters Score -4597788 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4598254.000000 Penalty: 3509.862061
	Iteration 10Q: 3 clusters Score -4598254 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4598479.000000 Penalty: 3509.862061
	Iteration 11Q: 3 clusters Score -4598479 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4598568.500000 Penalty: 3509.862061
	Iteration 12Q: 3 clusters Score -4598568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4598636.000000 Penalty: 3509.862061
	Iteration 13Q: 3 clusters Score -4598636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4598680.500000 Penalty: 3509.862061
	Iteration 14Q: 3 clusters Score -4598680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4598721.000000 Penalty: 3509.862061
	Iteration 15Q: 3 clusters Score -4598721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4598752.500000 Penalty: 3509.862061
	Iteration 16Q: 3 clusters Score -4598752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4598763.500000 Penalty: 3509.862061
	Iteration 17Q: 3 clusters Score -4598764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4598789.500000 Penalty: 3509.862061
	Iteration 18Q: 3 clusters Score -4598790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4598812.000000 Penalty: 3509.862061
	Iteration 19Q: 3 clusters Score -4598812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4598823.000000 Penalty: 3509.862061
	Iteration 20F: 3 clusters Score -4598823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4598822.000000 Penalty: 3509.862061
	Iteration 21Q: 3 clusters Score -4598822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4598828.500000 Penalty: 3509.862061
	Iteration 22Q: 3 clusters Score -4598828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4598841.000000 Penalty: 3509.862061
	Iteration 23Q: 3 clusters Score -4598841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4598842.000000 Penalty: 3509.862061
	Iteration 24Q: 3 clusters Score -4598842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4598846.000000 Penalty: 3509.862061
	Iteration 25Q: 3 clusters Score -4598846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4598860.500000 Penalty: 3509.862061
	Iteration 26Q: 3 clusters Score -4598860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4598856.000000 Penalty: 3509.862061
	Iteration 27Q: 3 clusters Score -4598856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4598852.000000 Penalty: 3509.862061
	Iteration 28Q: 3 clusters Score -4598852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4598857.000000 Penalty: 3509.862061
	Iteration 29Q: 3 clusters Score -4598857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4598855.000000 Penalty: 3509.862061
	Iteration 30Q: 3 clusters Score -4598855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4598855.000000 Penalty: 3509.862061
	Iteration 31F: 3 clusters Score -4598855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -140266.171875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -140266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -138477.031250 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -138477 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -138820.234375 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -138820.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -138920.171875 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -138920.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138962.671875 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -138962.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138989.234375 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -138989.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139010.187500 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -139022.937500 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139022.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139033.984375 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139044.484375 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139044.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139056.812500 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139056.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139067.671875 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139067.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139076.156250 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139076.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139082.500000 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139086.671875 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139086.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139091.390625 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -139091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139094.531250 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -139094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -139096.328125 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -139096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139096.437500 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -139096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139096.500000 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -139096.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139096.500000 Penalty: 2388.081787
	Iteration 19F: 3 clusters Score -139096.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -1138390.250000 Penalty: 1526.063599
	Iteration 0F: 2 clusters Score -1138390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1129940.500000 Penalty: 3052.127197
	Iteration 0F: 3 clusters Score -1129940 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1132772.875000 Penalty: 3052.127197
	Iteration 1F: 3 clusters Score -1132773 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1133071.125000 Penalty: 3052.127197
	Iteration 2F: 3 clusters Score -1133071 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1133373.125000 Penalty: 3052.127197
	Iteration 3F: 3 clusters Score -1133373 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1133694.500000 Penalty: 3052.127197
	Iteration 4F: 3 clusters Score -1133694 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1134043.625000 Penalty: 3052.127197
	Iteration 5F: 3 clusters Score -1134044 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1134418.000000 Penalty: 3052.127197
	Iteration 6F: 3 clusters Score -1134418 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1134799.875000 Penalty: 3052.127197
	Iteration 7F: 3 clusters Score -1134800 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1135189.250000 Penalty: 3052.127197
	Iteration 8Q: 3 clusters Score -1135189 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1135609.125000 Penalty: 3052.127197
	Iteration 9Q: 3 clusters Score -1135609 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1136031.625000 Penalty: 3052.127197
	Iteration 10Q: 3 clusters Score -1136032 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1136365.375000 Penalty: 3052.127197
	Iteration 11Q: 3 clusters Score -1136365 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1136596.625000 Penalty: 3052.127197
	Iteration 12Q: 3 clusters Score -1136597 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1136730.750000 Penalty: 3052.127197
	Iteration 13Q: 3 clusters Score -1136731 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1136812.875000 Penalty: 3052.127197
	Iteration 14Q: 3 clusters Score -1136813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1136867.125000 Penalty: 3052.127197
	Iteration 15Q: 3 clusters Score -1136867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1136904.750000 Penalty: 3052.127197
	Iteration 16Q: 3 clusters Score -1136905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1136936.500000 Penalty: 3052.127197
	Iteration 17Q: 3 clusters Score -1136936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1136965.375000 Penalty: 3052.127197
	Iteration 18Q: 3 clusters Score -1136965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1136987.000000 Penalty: 3052.127197
	Iteration 19Q: 3 clusters Score -1136987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1137004.750000 Penalty: 3052.127197
	Iteration 20F: 3 clusters Score -1137005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1137016.125000 Penalty: 3052.127197
	Iteration 21Q: 3 clusters Score -1137016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1137028.000000 Penalty: 3052.127197
	Iteration 22Q: 3 clusters Score -1137028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1137031.250000 Penalty: 3052.127197
	Iteration 23Q: 3 clusters Score -1137031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1137041.250000 Penalty: 3052.127197
	Iteration 24Q: 3 clusters Score -1137041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1137050.500000 Penalty: 3052.127197
	Iteration 25Q: 3 clusters Score -1137050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1137063.750000 Penalty: 3052.127197
	Iteration 26Q: 3 clusters Score -1137064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1137074.250000 Penalty: 3052.127197
	Iteration 27Q: 3 clusters Score -1137074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1137078.875000 Penalty: 3052.127197
	Iteration 28Q: 3 clusters Score -1137079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1137085.750000 Penalty: 3052.127197
	Iteration 29Q: 3 clusters Score -1137086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1137089.875000 Penalty: 3052.127197
	Iteration 30Q: 3 clusters Score -1137090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1137089.875000 Penalty: 3052.127197
	Iteration 31Q: 3 clusters Score -1137090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1137092.125000 Penalty: 3052.127197
	Iteration 32Q: 3 clusters Score -1137092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1137094.625000 Penalty: 3052.127197
	Iteration 33Q: 3 clusters Score -1137095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1137095.500000 Penalty: 3052.127197
	Iteration 34Q: 3 clusters Score -1137096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1137097.000000 Penalty: 3052.127197
	Iteration 35Q: 3 clusters Score -1137097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1137100.375000 Penalty: 3052.127197
	Iteration 36Q: 3 clusters Score -1137100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1137103.500000 Penalty: 3052.127197
	Iteration 37Q: 3 clusters Score -1137104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1137111.250000 Penalty: 3052.127197
	Iteration 38Q: 3 clusters Score -1137111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1137117.000000 Penalty: 3052.127197
	Iteration 39Q: 3 clusters Score -1137117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1137121.625000 Penalty: 3052.127197
	Iteration 40F: 3 clusters Score -1137122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1137125.750000 Penalty: 3052.127197
	Iteration 41Q: 3 clusters Score -1137126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1137128.250000 Penalty: 3052.127197
	Iteration 42Q: 3 clusters Score -1137128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1137129.250000 Penalty: 3052.127197
	Iteration 43Q: 3 clusters Score -1137129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1137129.250000 Penalty: 3052.127197
	Iteration 44F: 3 clusters Score -1137129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42025.750000 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -42025.75 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42169.074219 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42169.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42234.445312 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -42234.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42264.734375 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42264.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42272.292969 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42272.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42283.656250 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42283.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42295.972656 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42295.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42301.574219 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42301.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42306.414062 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -42306.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42316.332031 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -42316.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42319.417969 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -42319.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42321.023438 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -42321.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42321.023438 Penalty: 2013.181763
	Iteration 12F: 3 clusters Score -42321.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Entering Unmasked Estep 
Score: -2099313.750000 Penalty: 1639.680298
	Iteration 0F: 2 clusters Score -2099314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2083038.250000 Penalty: 3279.360596
	Iteration 0F: 3 clusters Score -2083038 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2089271.500000 Penalty: 3279.360596
	Iteration 1F: 3 clusters Score -2089272 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2089797.625000 Penalty: 3279.360596
	Iteration 2F: 3 clusters Score -2089798 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2090408.750000 Penalty: 3279.360596
	Iteration 3F: 3 clusters Score -2090409 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2091018.250000 Penalty: 3279.360596
	Iteration 4F: 3 clusters Score -2091018 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2091627.375000 Penalty: 3279.360596
	Iteration 5F: 3 clusters Score -2091627 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2092236.500000 Penalty: 3279.360596
	Iteration 6Q: 3 clusters Score -2092236 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2092854.750000 Penalty: 3279.360596
	Iteration 7Q: 3 clusters Score -2092855 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2093398.750000 Penalty: 3279.360596
	Iteration 8Q: 3 clusters Score -2093399 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2093817.500000 Penalty: 3279.360596
	Iteration 9Q: 3 clusters Score -2093818 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2094192.625000 Penalty: 3279.360596
	Iteration 10Q: 3 clusters Score -2094193 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2094568.250000 Penalty: 3279.360596
	Iteration 11Q: 3 clusters Score -2094568 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2094872.625000 Penalty: 3279.360596
	Iteration 12Q: 3 clusters Score -2094873 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2095113.875000 Penalty: 3279.360596
	Iteration 13Q: 3 clusters Score -2095114 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2095326.625000 Penalty: 3279.360596
	Iteration 14Q: 3 clusters Score -2095327 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2095516.750000 Penalty: 3279.360596
	Iteration 15Q: 3 clusters Score -2095517 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2095653.125000 Penalty: 3279.360596
	Iteration 16Q: 3 clusters Score -2095653 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2095785.500000 Penalty: 3279.360596
	Iteration 17Q: 3 clusters Score -2095786 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2095906.750000 Penalty: 3279.360596
	Iteration 18Q: 3 clusters Score -2095907 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2095998.125000 Penalty: 3279.360596
	Iteration 19Q: 3 clusters Score -2095998 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2096099.000000 Penalty: 3279.360596
	Iteration 20F: 3 clusters Score -2096099 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2096200.375000 Penalty: 3279.360596
	Iteration 21Q: 3 clusters Score -2096200 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2096271.000000 Penalty: 3279.360596
	Iteration 22Q: 3 clusters Score -2096271 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2096353.750000 Penalty: 3279.360596
	Iteration 23Q: 3 clusters Score -2096354 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2096409.875000 Penalty: 3279.360596
	Iteration 24Q: 3 clusters Score -2096410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2096475.500000 Penalty: 3279.360596
	Iteration 25Q: 3 clusters Score -2096476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2096521.750000 Penalty: 3279.360596
	Iteration 26Q: 3 clusters Score -2096522 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2096568.375000 Penalty: 3279.360596
	Iteration 27Q: 3 clusters Score -2096568 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2096599.500000 Penalty: 3279.360596
	Iteration 28Q: 3 clusters Score -2096600 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2096638.375000 Penalty: 3279.360596
	Iteration 29Q: 3 clusters Score -2096638 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2096658.125000 Penalty: 3279.360596
	Iteration 30Q: 3 clusters Score -2096658 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2096691.375000 Penalty: 3279.360596
	Iteration 31Q: 3 clusters Score -2096691 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2096709.000000 Penalty: 3279.360596
	Iteration 32Q: 3 clusters Score -2096709 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2096724.750000 Penalty: 3279.360596
	Iteration 33Q: 3 clusters Score -2096725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2096749.750000 Penalty: 3279.360596
	Iteration 34Q: 3 clusters Score -2096750 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2096774.125000 Penalty: 3279.360596
	Iteration 35Q: 3 clusters Score -2096774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2096788.750000 Penalty: 3279.360596
	Iteration 36Q: 3 clusters Score -2096789 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2096814.625000 Penalty: 3279.360596
	Iteration 37Q: 3 clusters Score -2096815 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2096818.750000 Penalty: 3279.360596
	Iteration 38Q: 3 clusters Score -2096819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2096841.500000 Penalty: 3279.360596
	Iteration 39Q: 3 clusters Score -2096842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2096846.125000 Penalty: 3279.360596
	Iteration 40F: 3 clusters Score -2096846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2096865.250000 Penalty: 3279.360596
	Iteration 41Q: 3 clusters Score -2096865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2096892.500000 Penalty: 3279.360596
	Iteration 42Q: 3 clusters Score -2096892 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2096917.250000 Penalty: 3279.360596
	Iteration 43Q: 3 clusters Score -2096917 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2096943.500000 Penalty: 3279.360596
	Iteration 44Q: 3 clusters Score -2096944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2096956.500000 Penalty: 3279.360596
	Iteration 45Q: 3 clusters Score -2096956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2096980.625000 Penalty: 3279.360596
	Iteration 46Q: 3 clusters Score -2096981 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2096998.750000 Penalty: 3279.360596
	Iteration 47Q: 3 clusters Score -2096999 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2097024.875000 Penalty: 3279.360596
	Iteration 48Q: 3 clusters Score -2097025 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2097062.500000 Penalty: 3279.360596
	Iteration 49Q: 3 clusters Score -2097062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2097100.000000 Penalty: 3279.360596
	Iteration 50Q: 3 clusters Score -2097100 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2097138.250000 Penalty: 3279.360596
	Iteration 51Q: 3 clusters Score -2097138 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2097180.000000 Penalty: 3279.360596
	Iteration 52Q: 3 clusters Score -2097180 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2097237.750000 Penalty: 3279.360596
	Iteration 53Q: 3 clusters Score -2097238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2097283.500000 Penalty: 3279.360596
	Iteration 54Q: 3 clusters Score -2097284 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2097319.750000 Penalty: 3279.360596
	Iteration 55Q: 3 clusters Score -2097320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2097369.750000 Penalty: 3279.360596
	Iteration 56Q: 3 clusters Score -2097370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2097402.750000 Penalty: 3279.360596
	Iteration 57Q: 3 clusters Score -2097403 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2097447.500000 Penalty: 3279.360596
	Iteration 58Q: 3 clusters Score -2097448 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2097485.500000 Penalty: 3279.360596
	Iteration 59Q: 3 clusters Score -2097486 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2097533.000000 Penalty: 3279.360596
	Iteration 60F: 3 clusters Score -2097533 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2097568.500000 Penalty: 3279.360596
	Iteration 61Q: 3 clusters Score -2097568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2097603.500000 Penalty: 3279.360596
	Iteration 62Q: 3 clusters Score -2097604 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2097640.250000 Penalty: 3279.360596
	Iteration 63Q: 3 clusters Score -2097640 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2097679.750000 Penalty: 3279.360596
	Iteration 64Q: 3 clusters Score -2097680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2097716.250000 Penalty: 3279.360596
	Iteration 65Q: 3 clusters Score -2097716 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2097765.000000 Penalty: 3279.360596
	Iteration 66Q: 3 clusters Score -2097765 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2097800.750000 Penalty: 3279.360596
	Iteration 67Q: 3 clusters Score -2097801 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2097822.000000 Penalty: 3279.360596
	Iteration 68Q: 3 clusters Score -2097822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2097844.750000 Penalty: 3279.360596
	Iteration 69Q: 3 clusters Score -2097845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2097856.250000 Penalty: 3279.360596
	Iteration 70Q: 3 clusters Score -2097856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2097882.750000 Penalty: 3279.360596
	Iteration 71Q: 3 clusters Score -2097883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2097897.500000 Penalty: 3279.360596
	Iteration 72Q: 3 clusters Score -2097898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2097904.500000 Penalty: 3279.360596
	Iteration 73Q: 3 clusters Score -2097904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2097921.750000 Penalty: 3279.360596
	Iteration 74Q: 3 clusters Score -2097922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2097931.250000 Penalty: 3279.360596
	Iteration 75Q: 3 clusters Score -2097931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2097943.000000 Penalty: 3279.360596
	Iteration 76Q: 3 clusters Score -2097943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2097954.750000 Penalty: 3279.360596
	Iteration 77Q: 3 clusters Score -2097955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2097966.250000 Penalty: 3279.360596
	Iteration 78Q: 3 clusters Score -2097966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2097977.250000 Penalty: 3279.360596
	Iteration 79Q: 3 clusters Score -2097977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2097985.750000 Penalty: 3279.360596
	Iteration 80F: 3 clusters Score -2097986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2097991.500000 Penalty: 3279.360596
	Iteration 81Q: 3 clusters Score -2097992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2097997.500000 Penalty: 3279.360596
	Iteration 82Q: 3 clusters Score -2097998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2098010.250000 Penalty: 3279.360596
	Iteration 83Q: 3 clusters Score -2098010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2098021.250000 Penalty: 3279.360596
	Iteration 84Q: 3 clusters Score -2098021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2098033.500000 Penalty: 3279.360596
	Iteration 85Q: 3 clusters Score -2098034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2098042.500000 Penalty: 3279.360596
	Iteration 86Q: 3 clusters Score -2098042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2098047.750000 Penalty: 3279.360596
	Iteration 87Q: 3 clusters Score -2098048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2098053.750000 Penalty: 3279.360596
	Iteration 88Q: 3 clusters Score -2098054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2098061.250000 Penalty: 3279.360596
	Iteration 89Q: 3 clusters Score -2098061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2098071.750000 Penalty: 3279.360596
	Iteration 90Q: 3 clusters Score -2098072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2098082.500000 Penalty: 3279.360596
	Iteration 91Q: 3 clusters Score -2098082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2098093.500000 Penalty: 3279.360596
	Iteration 92Q: 3 clusters Score -2098094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2098101.250000 Penalty: 3279.360596
	Iteration 93Q: 3 clusters Score -2098101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2098109.750000 Penalty: 3279.360596
	Iteration 94Q: 3 clusters Score -2098110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2098114.750000 Penalty: 3279.360596
	Iteration 95Q: 3 clusters Score -2098115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2098121.500000 Penalty: 3279.360596
	Iteration 96Q: 3 clusters Score -2098122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2098131.000000 Penalty: 3279.360596
	Iteration 97Q: 3 clusters Score -2098131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2098137.000000 Penalty: 3279.360596
	Iteration 98Q: 3 clusters Score -2098137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2098147.500000 Penalty: 3279.360596
	Iteration 99Q: 3 clusters Score -2098148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2098156.750000 Penalty: 3279.360596
	Iteration 100F: 3 clusters Score -2098157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2098162.250000 Penalty: 3279.360596
	Iteration 101Q: 3 clusters Score -2098162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2098163.500000 Penalty: 3279.360596
	Iteration 102Q: 3 clusters Score -2098164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2098163.500000 Penalty: 3279.360596
	Iteration 103Q: 3 clusters Score -2098164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2098166.250000 Penalty: 3279.360596
	Iteration 104Q: 3 clusters Score -2098166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2098168.000000 Penalty: 3279.360596
	Iteration 105Q: 3 clusters Score -2098168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2098169.250000 Penalty: 3279.360596
	Iteration 106Q: 3 clusters Score -2098169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2098169.000000 Penalty: 3279.360596
	Iteration 107Q: 3 clusters Score -2098169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2098169.250000 Penalty: 3279.360596
	Iteration 108Q: 3 clusters Score -2098169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2098172.250000 Penalty: 3279.360596
	Iteration 109Q: 3 clusters Score -2098172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2098170.000000 Penalty: 3279.360596
	Iteration 110Q: 3 clusters Score -2098170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2098173.250000 Penalty: 3279.360596
	Iteration 111Q: 3 clusters Score -2098173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2098177.250000 Penalty: 3279.360596
	Iteration 112Q: 3 clusters Score -2098177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2098178.750000 Penalty: 3279.360596
	Iteration 113Q: 3 clusters Score -2098179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2098179.750000 Penalty: 3279.360596
	Iteration 114Q: 3 clusters Score -2098180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2098182.750000 Penalty: 3279.360596
	Iteration 115Q: 3 clusters Score -2098183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2098186.000000 Penalty: 3279.360596
	Iteration 116Q: 3 clusters Score -2098186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2098186.500000 Penalty: 3279.360596
	Iteration 117Q: 3 clusters Score -2098186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2098189.000000 Penalty: 3279.360596
	Iteration 118Q: 3 clusters Score -2098189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2098186.500000 Penalty: 3279.360596
	Iteration 119Q: 3 clusters Score -2098186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2098189.250000 Penalty: 3279.360596
	Iteration 120F: 3 clusters Score -2098189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2098189.500000 Penalty: 3279.360596
	Iteration 121Q: 3 clusters Score -2098190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2098196.500000 Penalty: 3279.360596
	Iteration 122Q: 3 clusters Score -2098196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2098195.000000 Penalty: 3279.360596
	Iteration 123Q: 3 clusters Score -2098195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2098195.500000 Penalty: 3279.360596
	Iteration 124Q: 3 clusters Score -2098196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2098200.250000 Penalty: 3279.360596
	Iteration 125Q: 3 clusters Score -2098200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2098203.750000 Penalty: 3279.360596
	Iteration 126Q: 3 clusters Score -2098204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2098207.000000 Penalty: 3279.360596
	Iteration 127Q: 3 clusters Score -2098207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2098211.250000 Penalty: 3279.360596
	Iteration 128Q: 3 clusters Score -2098211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2098214.250000 Penalty: 3279.360596
	Iteration 129Q: 3 clusters Score -2098214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2098216.250000 Penalty: 3279.360596
	Iteration 130Q: 3 clusters Score -2098216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2098219.250000 Penalty: 3279.360596
	Iteration 131Q: 3 clusters Score -2098219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2098224.500000 Penalty: 3279.360596
	Iteration 132Q: 3 clusters Score -2098224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2098232.250000 Penalty: 3279.360596
	Iteration 133Q: 3 clusters Score -2098232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2098234.000000 Penalty: 3279.360596
	Iteration 134Q: 3 clusters Score -2098234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2098241.250000 Penalty: 3279.360596
	Iteration 135Q: 3 clusters Score -2098241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2098241.750000 Penalty: 3279.360596
	Iteration 136Q: 3 clusters Score -2098242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2098244.500000 Penalty: 3279.360596
	Iteration 137Q: 3 clusters Score -2098244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2098249.000000 Penalty: 3279.360596
	Iteration 138Q: 3 clusters Score -2098249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2098248.250000 Penalty: 3279.360596
	Iteration 139Q: 3 clusters Score -2098248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2098251.250000 Penalty: 3279.360596
	Iteration 140F: 3 clusters Score -2098251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2098251.250000 Penalty: 3279.360596
	Iteration 141Q: 3 clusters Score -2098251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2098251.250000 Penalty: 3279.360596
	Iteration 142Q: 3 clusters Score -2098251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2098251.250000 Penalty: 3279.360596
	Iteration 143Q: 3 clusters Score -2098251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2098250.750000 Penalty: 3279.360596
	Iteration 144Q: 3 clusters Score -2098251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2098250.750000 Penalty: 3279.360596
	Iteration 145F: 3 clusters Score -2098251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -84207.640625 Penalty: 1112.455444
	Iteration 0F: 2 clusters Score -84207.64 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 458 members 
Entering Unmasked Estep 
Score: -82785.578125 Penalty: 2224.910889
	Iteration 0F: 3 clusters Score -82785.58 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83058.226562 Penalty: 2224.910889
	Iteration 1F: 3 clusters Score -83058.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83157.328125 Penalty: 2224.910889
	Iteration 2F: 3 clusters Score -83157.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83218.820312 Penalty: 2224.910889
	Iteration 3Q: 3 clusters Score -83218.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83257.906250 Penalty: 2224.910889
	Iteration 4Q: 3 clusters Score -83257.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83293.226562 Penalty: 2224.910889
	Iteration 5Q: 3 clusters Score -83293.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83319.523438 Penalty: 2224.910889
	Iteration 6Q: 3 clusters Score -83319.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83337.617188 Penalty: 2224.910889
	Iteration 7Q: 3 clusters Score -83337.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83359.500000 Penalty: 2224.910889
	Iteration 8Q: 3 clusters Score -83359.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83374.703125 Penalty: 2224.910889
	Iteration 9Q: 3 clusters Score -83374.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83388.632812 Penalty: 2224.910889
	Iteration 10Q: 3 clusters Score -83388.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83397.210938 Penalty: 2224.910889
	Iteration 11Q: 3 clusters Score -83397.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83402.570312 Penalty: 2224.910889
	Iteration 12Q: 3 clusters Score -83402.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83403.492188 Penalty: 2224.910889
	Iteration 13Q: 3 clusters Score -83403.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83403.492188 Penalty: 2224.910889
	Iteration 14F: 3 clusters Score -83403.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -109464.601562 Penalty: 1163.131958
	Iteration 0F: 2 clusters Score -109464.6 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 619 members 
Entering Unmasked Estep 
Score: -107857.929688 Penalty: 2326.263916
	Iteration 0F: 3 clusters Score -107857.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108193.781250 Penalty: 2326.263916
	Iteration 1F: 3 clusters Score -108193.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -108311.523438 Penalty: 2326.263916
	Iteration 2F: 3 clusters Score -108311.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108393.578125 Penalty: 2326.263916
	Iteration 3F: 3 clusters Score -108393.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108444.992188 Penalty: 2326.263916
	Iteration 4Q: 3 clusters Score -108445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108481.234375 Penalty: 2326.263916
	Iteration 5Q: 3 clusters Score -108481.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -108522.007812 Penalty: 2326.263916
	Iteration 6Q: 3 clusters Score -108522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108554.898438 Penalty: 2326.263916
	Iteration 7Q: 3 clusters Score -108554.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108573.648438 Penalty: 2326.263916
	Iteration 8Q: 3 clusters Score -108573.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108595.375000 Penalty: 2326.263916
	Iteration 9Q: 3 clusters Score -108595.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108608.601562 Penalty: 2326.263916
	Iteration 10Q: 3 clusters Score -108608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -108614.312500 Penalty: 2326.263916
	Iteration 11Q: 3 clusters Score -108614.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -108622.101562 Penalty: 2326.263916
	Iteration 12Q: 3 clusters Score -108622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -108631.695312 Penalty: 2326.263916
	Iteration 13Q: 3 clusters Score -108631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -108645.695312 Penalty: 2326.263916
	Iteration 14Q: 3 clusters Score -108645.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -108662.609375 Penalty: 2326.263916
	Iteration 15Q: 3 clusters Score -108662.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -108675.554688 Penalty: 2326.263916
	Iteration 16Q: 3 clusters Score -108675.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -108680.867188 Penalty: 2326.263916
	Iteration 17Q: 3 clusters Score -108680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -108687.585938 Penalty: 2326.263916
	Iteration 18Q: 3 clusters Score -108687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -108691.484375 Penalty: 2326.263916
	Iteration 19Q: 3 clusters Score -108691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -108693.398438 Penalty: 2326.263916
	Iteration 20F: 3 clusters Score -108693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -108694.851562 Penalty: 2326.263916
	Iteration 21Q: 3 clusters Score -108694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -108695.781250 Penalty: 2326.263916
	Iteration 22Q: 3 clusters Score -108695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -108697.382812 Penalty: 2326.263916
	Iteration 23Q: 3 clusters Score -108697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -108699.101562 Penalty: 2326.263916
	Iteration 24Q: 3 clusters Score -108699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -108701.507812 Penalty: 2326.263916
	Iteration 25Q: 3 clusters Score -108701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -108703.914062 Penalty: 2326.263916
	Iteration 26Q: 3 clusters Score -108703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -108703.914062 Penalty: 2326.263916
	Iteration 27F: 3 clusters Score -108703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -379991.062500 Penalty: 1350.642090
	Iteration 0F: 2 clusters Score -379991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -376578.062500 Penalty: 2701.284180
	Iteration 0F: 3 clusters Score -376578.1 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -377545.281250 Penalty: 2701.284180
	Iteration 1F: 3 clusters Score -377545.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -377781.437500 Penalty: 2701.284180
	Iteration 2F: 3 clusters Score -377781.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -377962.031250 Penalty: 2701.284180
	Iteration 3F: 3 clusters Score -377962 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -378111.593750 Penalty: 2701.284180
	Iteration 4F: 3 clusters Score -378111.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -378243.906250 Penalty: 2701.284180
	Iteration 5Q: 3 clusters Score -378243.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -378358.406250 Penalty: 2701.284180
	Iteration 6Q: 3 clusters Score -378358.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -378461.500000 Penalty: 2701.284180
	Iteration 7Q: 3 clusters Score -378461.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -378544.031250 Penalty: 2701.284180
	Iteration 8Q: 3 clusters Score -378544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -378615.093750 Penalty: 2701.284180
	Iteration 9Q: 3 clusters Score -378615.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -378671.406250 Penalty: 2701.284180
	Iteration 10Q: 3 clusters Score -378671.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -378725.593750 Penalty: 2701.284180
	Iteration 11Q: 3 clusters Score -378725.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -378762.562500 Penalty: 2701.284180
	Iteration 12Q: 3 clusters Score -378762.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -378785.031250 Penalty: 2701.284180
	Iteration 13Q: 3 clusters Score -378785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -378804.906250 Penalty: 2701.284180
	Iteration 14Q: 3 clusters Score -378804.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -378813.437500 Penalty: 2701.284180
	Iteration 15Q: 3 clusters Score -378813.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -378819.406250 Penalty: 2701.284180
	Iteration 16Q: 3 clusters Score -378819.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -378825.781250 Penalty: 2701.284180
	Iteration 17Q: 3 clusters Score -378825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -378827.375000 Penalty: 2701.284180
	Iteration 18Q: 3 clusters Score -378827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -378830.281250 Penalty: 2701.284180
	Iteration 19Q: 3 clusters Score -378830.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -378835.687500 Penalty: 2701.284180
	Iteration 20F: 3 clusters Score -378835.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -378840.312500 Penalty: 2701.284180
	Iteration 21Q: 3 clusters Score -378840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -378849.093750 Penalty: 2701.284180
	Iteration 22Q: 3 clusters Score -378849.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -378857.187500 Penalty: 2701.284180
	Iteration 23Q: 3 clusters Score -378857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -378863.687500 Penalty: 2701.284180
	Iteration 24Q: 3 clusters Score -378863.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -378870.187500 Penalty: 2701.284180
	Iteration 25Q: 3 clusters Score -378870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -378878.062500 Penalty: 2701.284180
	Iteration 26Q: 3 clusters Score -378878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -378886.718750 Penalty: 2701.284180
	Iteration 27Q: 3 clusters Score -378886.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -378894.812500 Penalty: 2701.284180
	Iteration 28Q: 3 clusters Score -378894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -378899.906250 Penalty: 2701.284180
	Iteration 29Q: 3 clusters Score -378899.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -378906.031250 Penalty: 2701.284180
	Iteration 30Q: 3 clusters Score -378906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -378913.312500 Penalty: 2701.284180
	Iteration 31Q: 3 clusters Score -378913.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -378918.000000 Penalty: 2701.284180
	Iteration 32Q: 3 clusters Score -378918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -378925.281250 Penalty: 2701.284180
	Iteration 33Q: 3 clusters Score -378925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -378930.250000 Penalty: 2701.284180
	Iteration 34Q: 3 clusters Score -378930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -378932.406250 Penalty: 2701.284180
	Iteration 35Q: 3 clusters Score -378932.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -378937.937500 Penalty: 2701.284180
	Iteration 36Q: 3 clusters Score -378937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -378940.125000 Penalty: 2701.284180
	Iteration 37Q: 3 clusters Score -378940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -378941.500000 Penalty: 2701.284180
	Iteration 38Q: 3 clusters Score -378941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -378943.093750 Penalty: 2701.284180
	Iteration 39Q: 3 clusters Score -378943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -378943.687500 Penalty: 2701.284180
	Iteration 40F: 3 clusters Score -378943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -378943.656250 Penalty: 2701.284180
	Iteration 41Q: 3 clusters Score -378943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -378945.500000 Penalty: 2701.284180
	Iteration 42Q: 3 clusters Score -378945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -378946.218750 Penalty: 2701.284180
	Iteration 43Q: 3 clusters Score -378946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -378948.218750 Penalty: 2701.284180
	Iteration 44Q: 3 clusters Score -378948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -378951.593750 Penalty: 2701.284180
	Iteration 45Q: 3 clusters Score -378951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -378953.468750 Penalty: 2701.284180
	Iteration 46Q: 3 clusters Score -378953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -378954.062500 Penalty: 2701.284180
	Iteration 47Q: 3 clusters Score -378954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -378955.125000 Penalty: 2701.284180
	Iteration 48Q: 3 clusters Score -378955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -378957.687500 Penalty: 2701.284180
	Iteration 49Q: 3 clusters Score -378957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -378959.218750 Penalty: 2701.284180
	Iteration 50Q: 3 clusters Score -378959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -378963.656250 Penalty: 2701.284180
	Iteration 51Q: 3 clusters Score -378963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -378972.062500 Penalty: 2701.284180
	Iteration 52Q: 3 clusters Score -378972.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -378978.625000 Penalty: 2701.284180
	Iteration 53Q: 3 clusters Score -378978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -378983.406250 Penalty: 2701.284180
	Iteration 54Q: 3 clusters Score -378983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -378986.000000 Penalty: 2701.284180
	Iteration 55Q: 3 clusters Score -378986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -378988.000000 Penalty: 2701.284180
	Iteration 56Q: 3 clusters Score -378988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -378989.593750 Penalty: 2701.284180
	Iteration 57Q: 3 clusters Score -378989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -378990.062500 Penalty: 2701.284180
	Iteration 58Q: 3 clusters Score -378990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -378990.062500 Penalty: 2701.284180
	Iteration 59F: 3 clusters Score -378990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Entering Unmasked Estep 
Score: -2234777.750000 Penalty: 1630.152100
	Iteration 0F: 2 clusters Score -2234778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2219479.750000 Penalty: 3260.304199
	Iteration 0F: 3 clusters Score -2219480 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2224994.000000 Penalty: 3260.304199
	Iteration 1F: 3 clusters Score -2224994 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2225418.500000 Penalty: 3260.304199
	Iteration 2F: 3 clusters Score -2225418 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2225871.250000 Penalty: 3260.304199
	Iteration 3Q: 3 clusters Score -2225871 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2226346.750000 Penalty: 3260.304199
	Iteration 4Q: 3 clusters Score -2226347 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2226915.500000 Penalty: 3260.304199
	Iteration 5F: 3 clusters Score -2226916 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2227588.500000 Penalty: 3260.304199
	Iteration 6F: 3 clusters Score -2227588 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2228383.250000 Penalty: 3260.304199
	Iteration 7F: 3 clusters Score -2228383 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2229352.500000 Penalty: 3260.304199
	Iteration 8F: 3 clusters Score -2229352 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2230509.750000 Penalty: 3260.304199
	Iteration 9F: 3 clusters Score -2230510 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2231429.000000 Penalty: 3260.304199
	Iteration 10Q: 3 clusters Score -2231429 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2231986.250000 Penalty: 3260.304199
	Iteration 11Q: 3 clusters Score -2231986 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2232350.500000 Penalty: 3260.304199
	Iteration 12Q: 3 clusters Score -2232350 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2232591.000000 Penalty: 3260.304199
	Iteration 13Q: 3 clusters Score -2232591 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2232753.500000 Penalty: 3260.304199
	Iteration 14Q: 3 clusters Score -2232754 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2232890.750000 Penalty: 3260.304199
	Iteration 15Q: 3 clusters Score -2232891 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2232973.750000 Penalty: 3260.304199
	Iteration 16Q: 3 clusters Score -2232974 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2233052.500000 Penalty: 3260.304199
	Iteration 17Q: 3 clusters Score -2233052 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2233122.500000 Penalty: 3260.304199
	Iteration 18Q: 3 clusters Score -2233122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2233168.250000 Penalty: 3260.304199
	Iteration 19Q: 3 clusters Score -2233168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2233218.000000 Penalty: 3260.304199
	Iteration 20F: 3 clusters Score -2233218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2233258.000000 Penalty: 3260.304199
	Iteration 21Q: 3 clusters Score -2233258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2233281.250000 Penalty: 3260.304199
	Iteration 22Q: 3 clusters Score -2233281 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2233307.750000 Penalty: 3260.304199
	Iteration 23Q: 3 clusters Score -2233308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2233326.250000 Penalty: 3260.304199
	Iteration 24Q: 3 clusters Score -2233326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2233341.250000 Penalty: 3260.304199
	Iteration 25Q: 3 clusters Score -2233341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2233354.750000 Penalty: 3260.304199
	Iteration 26Q: 3 clusters Score -2233355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2233362.250000 Penalty: 3260.304199
	Iteration 27Q: 3 clusters Score -2233362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2233369.750000 Penalty: 3260.304199
	Iteration 28Q: 3 clusters Score -2233370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2233370.500000 Penalty: 3260.304199
	Iteration 29Q: 3 clusters Score -2233370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2233374.000000 Penalty: 3260.304199
	Iteration 30Q: 3 clusters Score -2233374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2233381.750000 Penalty: 3260.304199
	Iteration 31Q: 3 clusters Score -2233382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2233384.000000 Penalty: 3260.304199
	Iteration 32Q: 3 clusters Score -2233384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2233393.750000 Penalty: 3260.304199
	Iteration 33Q: 3 clusters Score -2233394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2233399.750000 Penalty: 3260.304199
	Iteration 34Q: 3 clusters Score -2233400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2233405.000000 Penalty: 3260.304199
	Iteration 35Q: 3 clusters Score -2233405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2233405.500000 Penalty: 3260.304199
	Iteration 36Q: 3 clusters Score -2233406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2233408.000000 Penalty: 3260.304199
	Iteration 37Q: 3 clusters Score -2233408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2233410.500000 Penalty: 3260.304199
	Iteration 38Q: 3 clusters Score -2233410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2233410.250000 Penalty: 3260.304199
	Iteration 39Q: 3 clusters Score -2233410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2233415.500000 Penalty: 3260.304199
	Iteration 40F: 3 clusters Score -2233416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2233411.500000 Penalty: 3260.304199
	Iteration 41Q: 3 clusters Score -2233412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2233409.750000 Penalty: 3260.304199
	Iteration 42Q: 3 clusters Score -2233410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2233415.500000 Penalty: 3260.304199
	Iteration 43Q: 3 clusters Score -2233416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2233419.000000 Penalty: 3260.304199
	Iteration 44Q: 3 clusters Score -2233419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2233420.250000 Penalty: 3260.304199
	Iteration 45Q: 3 clusters Score -2233420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2233420.000000 Penalty: 3260.304199
	Iteration 46Q: 3 clusters Score -2233420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2233423.250000 Penalty: 3260.304199
	Iteration 47Q: 3 clusters Score -2233423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2233420.750000 Penalty: 3260.304199
	Iteration 48Q: 3 clusters Score -2233421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2233427.750000 Penalty: 3260.304199
	Iteration 49Q: 3 clusters Score -2233428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2233434.000000 Penalty: 3260.304199
	Iteration 50Q: 3 clusters Score -2233434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2233434.250000 Penalty: 3260.304199
	Iteration 51Q: 3 clusters Score -2233434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2233440.000000 Penalty: 3260.304199
	Iteration 52Q: 3 clusters Score -2233440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2233444.250000 Penalty: 3260.304199
	Iteration 53Q: 3 clusters Score -2233444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2233442.500000 Penalty: 3260.304199
	Iteration 54Q: 3 clusters Score -2233442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2233445.500000 Penalty: 3260.304199
	Iteration 55Q: 3 clusters Score -2233446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2233446.750000 Penalty: 3260.304199
	Iteration 56Q: 3 clusters Score -2233447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2233452.250000 Penalty: 3260.304199
	Iteration 57Q: 3 clusters Score -2233452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2233451.000000 Penalty: 3260.304199
	Iteration 58Q: 3 clusters Score -2233451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2233450.750000 Penalty: 3260.304199
	Iteration 59Q: 3 clusters Score -2233451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2233453.000000 Penalty: 3260.304199
	Iteration 60F: 3 clusters Score -2233453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2233452.500000 Penalty: 3260.304199
	Iteration 61Q: 3 clusters Score -2233452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2233452.000000 Penalty: 3260.304199
	Iteration 62Q: 3 clusters Score -2233452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2233452.000000 Penalty: 3260.304199
	Iteration 63F: 3 clusters Score -2233452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Entering Unmasked Estep 
Score: -757452.687500 Penalty: 1463.418213
	Iteration 0F: 2 clusters Score -757452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -751489.750000 Penalty: 2926.836426
	Iteration 0F: 3 clusters Score -751489.8 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -753434.812500 Penalty: 2926.836426
	Iteration 1F: 3 clusters Score -753434.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -753745.312500 Penalty: 2926.836426
	Iteration 2F: 3 clusters Score -753745.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -754009.687500 Penalty: 2926.836426
	Iteration 3F: 3 clusters Score -754009.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -754269.062500 Penalty: 2926.836426
	Iteration 4F: 3 clusters Score -754269.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -754504.250000 Penalty: 2926.836426
	Iteration 5Q: 3 clusters Score -754504.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -754719.687500 Penalty: 2926.836426
	Iteration 6Q: 3 clusters Score -754719.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -754955.750000 Penalty: 2926.836426
	Iteration 7Q: 3 clusters Score -754955.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -755197.062500 Penalty: 2926.836426
	Iteration 8Q: 3 clusters Score -755197.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -755410.875000 Penalty: 2926.836426
	Iteration 9Q: 3 clusters Score -755410.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -755591.437500 Penalty: 2926.836426
	Iteration 10Q: 3 clusters Score -755591.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -755739.750000 Penalty: 2926.836426
	Iteration 11Q: 3 clusters Score -755739.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -755847.500000 Penalty: 2926.836426
	Iteration 12Q: 3 clusters Score -755847.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -755938.375000 Penalty: 2926.836426
	Iteration 13Q: 3 clusters Score -755938.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -756000.187500 Penalty: 2926.836426
	Iteration 14Q: 3 clusters Score -756000.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -756054.625000 Penalty: 2926.836426
	Iteration 15Q: 3 clusters Score -756054.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -756096.562500 Penalty: 2926.836426
	Iteration 16Q: 3 clusters Score -756096.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -756129.437500 Penalty: 2926.836426
	Iteration 17Q: 3 clusters Score -756129.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -756159.062500 Penalty: 2926.836426
	Iteration 18Q: 3 clusters Score -756159.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -756177.812500 Penalty: 2926.836426
	Iteration 19Q: 3 clusters Score -756177.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -756196.000000 Penalty: 2926.836426
	Iteration 20F: 3 clusters Score -756196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -756208.562500 Penalty: 2926.836426
	Iteration 21Q: 3 clusters Score -756208.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -756222.562500 Penalty: 2926.836426
	Iteration 22Q: 3 clusters Score -756222.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -756234.250000 Penalty: 2926.836426
	Iteration 23Q: 3 clusters Score -756234.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -756243.375000 Penalty: 2926.836426
	Iteration 24Q: 3 clusters Score -756243.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -756249.875000 Penalty: 2926.836426
	Iteration 25Q: 3 clusters Score -756249.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -756251.187500 Penalty: 2926.836426
	Iteration 26Q: 3 clusters Score -756251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -756255.312500 Penalty: 2926.836426
	Iteration 27Q: 3 clusters Score -756255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -756261.937500 Penalty: 2926.836426
	Iteration 28Q: 3 clusters Score -756261.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -756271.375000 Penalty: 2926.836426
	Iteration 29Q: 3 clusters Score -756271.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -756275.937500 Penalty: 2926.836426
	Iteration 30Q: 3 clusters Score -756275.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -756281.062500 Penalty: 2926.836426
	Iteration 31Q: 3 clusters Score -756281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -756285.250000 Penalty: 2926.836426
	Iteration 32Q: 3 clusters Score -756285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -756289.000000 Penalty: 2926.836426
	Iteration 33Q: 3 clusters Score -756289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -756288.812500 Penalty: 2926.836426
	Iteration 34Q: 3 clusters Score -756288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -756290.000000 Penalty: 2926.836426
	Iteration 35Q: 3 clusters Score -756290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -756292.562500 Penalty: 2926.836426
	Iteration 36Q: 3 clusters Score -756292.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -756294.437500 Penalty: 2926.836426
	Iteration 37Q: 3 clusters Score -756294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -756294.500000 Penalty: 2926.836426
	Iteration 38Q: 3 clusters Score -756294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -756295.500000 Penalty: 2926.836426
	Iteration 39Q: 3 clusters Score -756295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -756295.750000 Penalty: 2926.836426
	Iteration 40F: 3 clusters Score -756295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -756296.187500 Penalty: 2926.836426
	Iteration 41Q: 3 clusters Score -756296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -756296.187500 Penalty: 2926.836426
	Iteration 42F: 3 clusters Score -756296.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -74756.734375 Penalty: 1101.182373
	Iteration 0F: 2 clusters Score -74756.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -73431.375000 Penalty: 2202.364746
	Iteration 0F: 3 clusters Score -73431.38 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -73686.039062 Penalty: 2202.364746
	Iteration 1F: 3 clusters Score -73686.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -73756.953125 Penalty: 2202.364746
	Iteration 2F: 3 clusters Score -73756.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -73794.984375 Penalty: 2202.364746
	Iteration 3Q: 3 clusters Score -73794.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -73813.695312 Penalty: 2202.364746
	Iteration 4Q: 3 clusters Score -73813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -73822.851562 Penalty: 2202.364746
	Iteration 5Q: 3 clusters Score -73822.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73833.515625 Penalty: 2202.364746
	Iteration 6Q: 3 clusters Score -73833.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73843.937500 Penalty: 2202.364746
	Iteration 7Q: 3 clusters Score -73843.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73849.359375 Penalty: 2202.364746
	Iteration 8Q: 3 clusters Score -73849.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -73856.992188 Penalty: 2202.364746
	Iteration 9Q: 3 clusters Score -73856.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -73861.398438 Penalty: 2202.364746
	Iteration 10Q: 3 clusters Score -73861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -73867.882812 Penalty: 2202.364746
	Iteration 11Q: 3 clusters Score -73867.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -73873.312500 Penalty: 2202.364746
	Iteration 12Q: 3 clusters Score -73873.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -73877.476562 Penalty: 2202.364746
	Iteration 13Q: 3 clusters Score -73877.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -73878.875000 Penalty: 2202.364746
	Iteration 14Q: 3 clusters Score -73878.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -73879.070312 Penalty: 2202.364746
	Iteration 15Q: 3 clusters Score -73879.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -73879.070312 Penalty: 2202.364746
	Iteration 16F: 3 clusters Score -73879.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Entering Unmasked Estep 
Score: -1443467.000000 Penalty: 1562.763184
	Iteration 0F: 2 clusters Score -1443467 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 7511 members 
Entering Unmasked Estep 
Score: -1432993.625000 Penalty: 3125.526367
	Iteration 0F: 3 clusters Score -1432994 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1436666.125000 Penalty: 3125.526367
	Iteration 1F: 3 clusters Score -1436666 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1436948.625000 Penalty: 3125.526367
	Iteration 2F: 3 clusters Score -1436949 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1437203.625000 Penalty: 3125.526367
	Iteration 3Q: 3 clusters Score -1437204 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1437434.750000 Penalty: 3125.526367
	Iteration 4Q: 3 clusters Score -1437435 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1437653.250000 Penalty: 3125.526367
	Iteration 5Q: 3 clusters Score -1437653 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1437940.875000 Penalty: 3125.526367
	Iteration 6Q: 3 clusters Score -1437941 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1438264.750000 Penalty: 3125.526367
	Iteration 7Q: 3 clusters Score -1438265 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1438664.500000 Penalty: 3125.526367
	Iteration 8Q: 3 clusters Score -1438664 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1439118.500000 Penalty: 3125.526367
	Iteration 9Q: 3 clusters Score -1439118 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1439608.500000 Penalty: 3125.526367
	Iteration 10Q: 3 clusters Score -1439608 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1440055.375000 Penalty: 3125.526367
	Iteration 11Q: 3 clusters Score -1440055 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1440423.250000 Penalty: 3125.526367
	Iteration 12Q: 3 clusters Score -1440423 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1440750.375000 Penalty: 3125.526367
	Iteration 13Q: 3 clusters Score -1440750 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1440997.250000 Penalty: 3125.526367
	Iteration 14Q: 3 clusters Score -1440997 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1441205.250000 Penalty: 3125.526367
	Iteration 15Q: 3 clusters Score -1441205 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1441398.250000 Penalty: 3125.526367
	Iteration 16Q: 3 clusters Score -1441398 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1441543.875000 Penalty: 3125.526367
	Iteration 17Q: 3 clusters Score -1441544 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1441650.250000 Penalty: 3125.526367
	Iteration 18Q: 3 clusters Score -1441650 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1441735.750000 Penalty: 3125.526367
	Iteration 19Q: 3 clusters Score -1441736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1441797.375000 Penalty: 3125.526367
	Iteration 20F: 3 clusters Score -1441797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1441834.625000 Penalty: 3125.526367
	Iteration 21Q: 3 clusters Score -1441835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1441878.250000 Penalty: 3125.526367
	Iteration 22Q: 3 clusters Score -1441878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1441917.125000 Penalty: 3125.526367
	Iteration 23Q: 3 clusters Score -1441917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1441953.500000 Penalty: 3125.526367
	Iteration 24Q: 3 clusters Score -1441954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1441986.500000 Penalty: 3125.526367
	Iteration 25Q: 3 clusters Score -1441986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1442026.875000 Penalty: 3125.526367
	Iteration 26Q: 3 clusters Score -1442027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1442054.375000 Penalty: 3125.526367
	Iteration 27Q: 3 clusters Score -1442054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1442075.000000 Penalty: 3125.526367
	Iteration 28Q: 3 clusters Score -1442075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1442094.125000 Penalty: 3125.526367
	Iteration 29Q: 3 clusters Score -1442094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1442105.500000 Penalty: 3125.526367
	Iteration 30Q: 3 clusters Score -1442106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1442116.625000 Penalty: 3125.526367
	Iteration 31Q: 3 clusters Score -1442117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1442129.125000 Penalty: 3125.526367
	Iteration 32Q: 3 clusters Score -1442129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1442139.750000 Penalty: 3125.526367
	Iteration 33Q: 3 clusters Score -1442140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1442146.750000 Penalty: 3125.526367
	Iteration 34Q: 3 clusters Score -1442147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1442157.750000 Penalty: 3125.526367
	Iteration 35Q: 3 clusters Score -1442158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1442163.750000 Penalty: 3125.526367
	Iteration 36Q: 3 clusters Score -1442164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1442172.625000 Penalty: 3125.526367
	Iteration 37Q: 3 clusters Score -1442173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1442177.500000 Penalty: 3125.526367
	Iteration 38Q: 3 clusters Score -1442178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1442180.375000 Penalty: 3125.526367
	Iteration 39Q: 3 clusters Score -1442180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1442181.750000 Penalty: 3125.526367
	Iteration 40F: 3 clusters Score -1442182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1442192.625000 Penalty: 3125.526367
	Iteration 41Q: 3 clusters Score -1442193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1442197.000000 Penalty: 3125.526367
	Iteration 42Q: 3 clusters Score -1442197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1442201.375000 Penalty: 3125.526367
	Iteration 43Q: 3 clusters Score -1442201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1442202.875000 Penalty: 3125.526367
	Iteration 44Q: 3 clusters Score -1442203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1442203.625000 Penalty: 3125.526367
	Iteration 45Q: 3 clusters Score -1442204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1442203.625000 Penalty: 3125.526367
	Iteration 46F: 3 clusters Score -1442204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (40790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Entering Unmasked Estep 
Score: -3984209.000000 Penalty: 1725.131226
	Iteration 0F: 2 clusters Score -3984209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3961901.250000 Penalty: 3450.262451
	Iteration 0F: 3 clusters Score -3961901 nChanged 19172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3972790.750000 Penalty: 3450.262451
	Iteration 1F: 3 clusters Score -3972791 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3973174.250000 Penalty: 3450.262451
	Iteration 2Q: 3 clusters Score -3973174 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3973534.000000 Penalty: 3450.262451
	Iteration 3Q: 3 clusters Score -3973534 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3974012.500000 Penalty: 3450.262451
	Iteration 4Q: 3 clusters Score -3974012 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3974708.750000 Penalty: 3450.262451
	Iteration 5Q: 3 clusters Score -3974709 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3975767.500000 Penalty: 3450.262451
	Iteration 6F: 3 clusters Score -3975768 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3977636.250000 Penalty: 3450.262451
	Iteration 7F: 3 clusters Score -3977636 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3980483.250000 Penalty: 3450.262451
	Iteration 8F: 3 clusters Score -3980483 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3982846.500000 Penalty: 3450.262451
	Iteration 9F: 3 clusters Score -3982846 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3982942.750000 Penalty: 3450.262451
	Iteration 10F: 3 clusters Score -3982943 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3982712.500000 Penalty: 3450.262451
	Iteration 11Q: 3 clusters Score -3982712 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3982657.500000 Penalty: 3450.262451
	Iteration 12Q: 3 clusters Score -3982658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3982684.250000 Penalty: 3450.262451
	Iteration 13Q: 3 clusters Score -3982684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3982747.000000 Penalty: 3450.262451
	Iteration 14Q: 3 clusters Score -3982747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3982744.500000 Penalty: 3450.262451
	Iteration 15Q: 3 clusters Score -3982744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3982763.750000 Penalty: 3450.262451
	Iteration 16Q: 3 clusters Score -3982764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3982773.750000 Penalty: 3450.262451
	Iteration 17Q: 3 clusters Score -3982774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3982793.500000 Penalty: 3450.262451
	Iteration 18Q: 3 clusters Score -3982794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3982803.500000 Penalty: 3450.262451
	Iteration 19Q: 3 clusters Score -3982804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3982819.750000 Penalty: 3450.262451
	Iteration 20F: 3 clusters Score -3982820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3982825.500000 Penalty: 3450.262451
	Iteration 21Q: 3 clusters Score -3982826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3982836.250000 Penalty: 3450.262451
	Iteration 22Q: 3 clusters Score -3982836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3982845.250000 Penalty: 3450.262451
	Iteration 23Q: 3 clusters Score -3982845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3982847.000000 Penalty: 3450.262451
	Iteration 24Q: 3 clusters Score -3982847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3982849.000000 Penalty: 3450.262451
	Iteration 25Q: 3 clusters Score -3982849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3982852.000000 Penalty: 3450.262451
	Iteration 26Q: 3 clusters Score -3982852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3982852.000000 Penalty: 3450.262451
	Iteration 27F: 3 clusters Score -3982852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -130326.070312 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -130326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128459.148438 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -128459.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128994.625000 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -128994.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129255.382812 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -129255.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -129473.703125 Penalty: 2409.931885
	Iteration 3F: 3 clusters Score -129473.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129695.171875 Penalty: 2409.931885
	Iteration 4F: 3 clusters Score -129695.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -129870.789062 Penalty: 2409.931885
	Iteration 5F: 3 clusters Score -129870.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130046.960938 Penalty: 2409.931885
	Iteration 6F: 3 clusters Score -130047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -130200.914062 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -130200.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130331.570312 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -130331.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130394.531250 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -130394.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130420.062500 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -130420.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -130430.914062 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -130430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -130447.125000 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -130447.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -130464.601562 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -130464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130477.203125 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -130477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130479.640625 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -130479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -130480.476562 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -130480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130481.234375 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -130481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -130484.031250 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -130484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -130486.781250 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -130486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -130486.812500 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -130486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34900 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 20740 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 19111 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 49000 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22736 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 15018 members 
Mstep: Class 29 contains 40790 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 36860 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39178 members 
Mstep: Class 34 contains 6291 members 
Mstep: Class 35 contains 41383 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5437 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 29296 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4162 members 
Mstep: Class 46 contains 29829 members 
Mstep: Class 47 contains 837 members 
Entering Unmasked Estep 
Score: -49784444.000000 Penalty: 100859.070312
Splitting cluster 30 changes total score from -49786128.000000 to -49784444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (36860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Entering Unmasked Estep 
Score: -3531840.250000 Penalty: 1708.668335
	Iteration 0F: 2 clusters Score -3531840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3507171.250000 Penalty: 3417.336670
	Iteration 0F: 3 clusters Score -3507171 nChanged 17099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3517109.750000 Penalty: 3417.336670
	Iteration 1F: 3 clusters Score -3517110 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3517793.250000 Penalty: 3417.336670
	Iteration 2Q: 3 clusters Score -3517793 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3518621.750000 Penalty: 3417.336670
	Iteration 3F: 3 clusters Score -3518622 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3519630.750000 Penalty: 3417.336670
	Iteration 4F: 3 clusters Score -3519631 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3520850.250000 Penalty: 3417.336670
	Iteration 5F: 3 clusters Score -3520850 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3522136.250000 Penalty: 3417.336670
	Iteration 6F: 3 clusters Score -3522136 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3523341.750000 Penalty: 3417.336670
	Iteration 7F: 3 clusters Score -3523342 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3524302.250000 Penalty: 3417.336670
	Iteration 8Q: 3 clusters Score -3524302 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3524858.000000 Penalty: 3417.336670
	Iteration 9Q: 3 clusters Score -3524858 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3525173.250000 Penalty: 3417.336670
	Iteration 10Q: 3 clusters Score -3525173 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3525281.500000 Penalty: 3417.336670
	Iteration 11Q: 3 clusters Score -3525282 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3525354.750000 Penalty: 3417.336670
	Iteration 12Q: 3 clusters Score -3525355 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3525362.250000 Penalty: 3417.336670
	Iteration 13Q: 3 clusters Score -3525362 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3525364.000000 Penalty: 3417.336670
	Iteration 14Q: 3 clusters Score -3525364 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3525364.750000 Penalty: 3417.336670
	Iteration 15Q: 3 clusters Score -3525365 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3525365.500000 Penalty: 3417.336670
	Iteration 16Q: 3 clusters Score -3525366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3525374.750000 Penalty: 3417.336670
	Iteration 17Q: 3 clusters Score -3525375 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3525387.250000 Penalty: 3417.336670
	Iteration 18Q: 3 clusters Score -3525387 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3525387.750000 Penalty: 3417.336670
	Iteration 19Q: 3 clusters Score -3525388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3525390.000000 Penalty: 3417.336670
	Iteration 20F: 3 clusters Score -3525390 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3525399.750000 Penalty: 3417.336670
	Iteration 21Q: 3 clusters Score -3525400 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3525388.000000 Penalty: 3417.336670
	Iteration 22Q: 3 clusters Score -3525388 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3525394.750000 Penalty: 3417.336670
	Iteration 23Q: 3 clusters Score -3525395 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3525419.250000 Penalty: 3417.336670
	Iteration 24Q: 3 clusters Score -3525419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3525439.250000 Penalty: 3417.336670
	Iteration 25Q: 3 clusters Score -3525439 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3525456.000000 Penalty: 3417.336670
	Iteration 26Q: 3 clusters Score -3525456 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3525464.000000 Penalty: 3417.336670
	Iteration 27Q: 3 clusters Score -3525464 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3525476.500000 Penalty: 3417.336670
	Iteration 28Q: 3 clusters Score -3525476 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3525486.000000 Penalty: 3417.336670
	Iteration 29Q: 3 clusters Score -3525486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3525495.500000 Penalty: 3417.336670
	Iteration 30Q: 3 clusters Score -3525496 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3525505.750000 Penalty: 3417.336670
	Iteration 31Q: 3 clusters Score -3525506 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3525508.750000 Penalty: 3417.336670
	Iteration 32Q: 3 clusters Score -3525509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3525527.750000 Penalty: 3417.336670
	Iteration 33Q: 3 clusters Score -3525528 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3525537.500000 Penalty: 3417.336670
	Iteration 34Q: 3 clusters Score -3525538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3525540.500000 Penalty: 3417.336670
	Iteration 35Q: 3 clusters Score -3525540 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3525560.000000 Penalty: 3417.336670
	Iteration 36Q: 3 clusters Score -3525560 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3525574.750000 Penalty: 3417.336670
	Iteration 37Q: 3 clusters Score -3525575 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3525587.500000 Penalty: 3417.336670
	Iteration 38Q: 3 clusters Score -3525588 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3525624.750000 Penalty: 3417.336670
	Iteration 39Q: 3 clusters Score -3525625 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3525632.000000 Penalty: 3417.336670
	Iteration 40F: 3 clusters Score -3525632 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3525673.000000 Penalty: 3417.336670
	Iteration 41Q: 3 clusters Score -3525673 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3525705.750000 Penalty: 3417.336670
	Iteration 42Q: 3 clusters Score -3525706 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3525734.750000 Penalty: 3417.336670
	Iteration 43Q: 3 clusters Score -3525735 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3525798.250000 Penalty: 3417.336670
	Iteration 44Q: 3 clusters Score -3525798 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3525849.250000 Penalty: 3417.336670
	Iteration 45Q: 3 clusters Score -3525849 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3525893.750000 Penalty: 3417.336670
	Iteration 46Q: 3 clusters Score -3525894 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3525947.500000 Penalty: 3417.336670
	Iteration 47Q: 3 clusters Score -3525948 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3526000.250000 Penalty: 3417.336670
	Iteration 48Q: 3 clusters Score -3526000 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3526042.750000 Penalty: 3417.336670
	Iteration 49Q: 3 clusters Score -3526043 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3526082.500000 Penalty: 3417.336670
	Iteration 50Q: 3 clusters Score -3526082 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3526110.250000 Penalty: 3417.336670
	Iteration 51Q: 3 clusters Score -3526110 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3526144.250000 Penalty: 3417.336670
	Iteration 52Q: 3 clusters Score -3526144 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3526172.000000 Penalty: 3417.336670
	Iteration 53Q: 3 clusters Score -3526172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3526194.250000 Penalty: 3417.336670
	Iteration 54Q: 3 clusters Score -3526194 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3526214.750000 Penalty: 3417.336670
	Iteration 55Q: 3 clusters Score -3526215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3526246.250000 Penalty: 3417.336670
	Iteration 56Q: 3 clusters Score -3526246 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3526284.250000 Penalty: 3417.336670
	Iteration 57Q: 3 clusters Score -3526284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3526333.250000 Penalty: 3417.336670
	Iteration 58Q: 3 clusters Score -3526333 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3526351.250000 Penalty: 3417.336670
	Iteration 59Q: 3 clusters Score -3526351 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3526388.000000 Penalty: 3417.336670
	Iteration 60F: 3 clusters Score -3526388 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3526424.500000 Penalty: 3417.336670
	Iteration 61Q: 3 clusters Score -3526424 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3526445.500000 Penalty: 3417.336670
	Iteration 62Q: 3 clusters Score -3526446 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3526476.000000 Penalty: 3417.336670
	Iteration 63Q: 3 clusters Score -3526476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3526500.250000 Penalty: 3417.336670
	Iteration 64Q: 3 clusters Score -3526500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3526515.000000 Penalty: 3417.336670
	Iteration 65Q: 3 clusters Score -3526515 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3526550.000000 Penalty: 3417.336670
	Iteration 66Q: 3 clusters Score -3526550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3526582.250000 Penalty: 3417.336670
	Iteration 67Q: 3 clusters Score -3526582 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3526606.000000 Penalty: 3417.336670
	Iteration 68Q: 3 clusters Score -3526606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3526622.000000 Penalty: 3417.336670
	Iteration 69Q: 3 clusters Score -3526622 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3526682.000000 Penalty: 3417.336670
	Iteration 70Q: 3 clusters Score -3526682 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3526730.000000 Penalty: 3417.336670
	Iteration 71Q: 3 clusters Score -3526730 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3526801.500000 Penalty: 3417.336670
	Iteration 72Q: 3 clusters Score -3526802 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -3526875.250000 Penalty: 3417.336670
	Iteration 73Q: 3 clusters Score -3526875 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3526932.500000 Penalty: 3417.336670
	Iteration 74Q: 3 clusters Score -3526932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3526985.500000 Penalty: 3417.336670
	Iteration 75Q: 3 clusters Score -3526986 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3527039.250000 Penalty: 3417.336670
	Iteration 76Q: 3 clusters Score -3527039 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3527107.500000 Penalty: 3417.336670
	Iteration 77Q: 3 clusters Score -3527108 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -3527170.500000 Penalty: 3417.336670
	Iteration 78Q: 3 clusters Score -3527170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -3527231.500000 Penalty: 3417.336670
	Iteration 79Q: 3 clusters Score -3527232 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3527291.750000 Penalty: 3417.336670
	Iteration 80F: 3 clusters Score -3527292 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3527365.750000 Penalty: 3417.336670
	Iteration 81Q: 3 clusters Score -3527366 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3527452.750000 Penalty: 3417.336670
	Iteration 82Q: 3 clusters Score -3527453 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -3527516.750000 Penalty: 3417.336670
	Iteration 83Q: 3 clusters Score -3527517 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -3527602.000000 Penalty: 3417.336670
	Iteration 84Q: 3 clusters Score -3527602 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -3527643.500000 Penalty: 3417.336670
	Iteration 85Q: 3 clusters Score -3527644 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -3527691.000000 Penalty: 3417.336670
	Iteration 86Q: 3 clusters Score -3527691 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -3527748.000000 Penalty: 3417.336670
	Iteration 87Q: 3 clusters Score -3527748 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3527812.750000 Penalty: 3417.336670
	Iteration 88Q: 3 clusters Score -3527813 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3527891.000000 Penalty: 3417.336670
	Iteration 89Q: 3 clusters Score -3527891 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -3527940.250000 Penalty: 3417.336670
	Iteration 90Q: 3 clusters Score -3527940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3527997.000000 Penalty: 3417.336670
	Iteration 91Q: 3 clusters Score -3527997 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3528073.750000 Penalty: 3417.336670
	Iteration 92Q: 3 clusters Score -3528074 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -3528137.000000 Penalty: 3417.336670
	Iteration 93Q: 3 clusters Score -3528137 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -3528175.750000 Penalty: 3417.336670
	Iteration 94Q: 3 clusters Score -3528176 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3528239.250000 Penalty: 3417.336670
	Iteration 95Q: 3 clusters Score -3528239 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3528311.750000 Penalty: 3417.336670
	Iteration 96Q: 3 clusters Score -3528312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3528391.500000 Penalty: 3417.336670
	Iteration 97Q: 3 clusters Score -3528392 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -3528565.250000 Penalty: 3417.336670
	Iteration 98Q: 3 clusters Score -3528565 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -3528726.750000 Penalty: 3417.336670
	Iteration 99Q: 3 clusters Score -3528727 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -3528901.500000 Penalty: 3417.336670
	Iteration 100F: 3 clusters Score -3528902 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3529060.750000 Penalty: 3417.336670
	Iteration 101Q: 3 clusters Score -3529061 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -3529282.000000 Penalty: 3417.336670
	Iteration 102Q: 3 clusters Score -3529282 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -3529513.000000 Penalty: 3417.336670
	Iteration 103Q: 3 clusters Score -3529513 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3529707.000000 Penalty: 3417.336670
	Iteration 104Q: 3 clusters Score -3529707 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3529862.500000 Penalty: 3417.336670
	Iteration 105Q: 3 clusters Score -3529862 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -3530009.750000 Penalty: 3417.336670
	Iteration 106Q: 3 clusters Score -3530010 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -3530136.750000 Penalty: 3417.336670
	Iteration 107Q: 3 clusters Score -3530137 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -3530239.000000 Penalty: 3417.336670
	Iteration 108Q: 3 clusters Score -3530239 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -3530301.250000 Penalty: 3417.336670
	Iteration 109Q: 3 clusters Score -3530301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -3530353.750000 Penalty: 3417.336670
	Iteration 110Q: 3 clusters Score -3530354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -3530389.500000 Penalty: 3417.336670
	Iteration 111Q: 3 clusters Score -3530390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -3530417.000000 Penalty: 3417.336670
	Iteration 112Q: 3 clusters Score -3530417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -3530439.000000 Penalty: 3417.336670
	Iteration 113Q: 3 clusters Score -3530439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -3530448.250000 Penalty: 3417.336670
	Iteration 114Q: 3 clusters Score -3530448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -3530454.000000 Penalty: 3417.336670
	Iteration 115Q: 3 clusters Score -3530454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -3530463.250000 Penalty: 3417.336670
	Iteration 116Q: 3 clusters Score -3530463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -3530464.250000 Penalty: 3417.336670
	Iteration 117Q: 3 clusters Score -3530464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -3530462.750000 Penalty: 3417.336670
	Iteration 118Q: 3 clusters Score -3530463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -3530461.250000 Penalty: 3417.336670
	Iteration 119Q: 3 clusters Score -3530461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -3530468.000000 Penalty: 3417.336670
	Iteration 120F: 3 clusters Score -3530468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -3530470.250000 Penalty: 3417.336670
	Iteration 121Q: 3 clusters Score -3530470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -3530468.750000 Penalty: 3417.336670
	Iteration 122Q: 3 clusters Score -3530469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -3530474.750000 Penalty: 3417.336670
	Iteration 123Q: 3 clusters Score -3530475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -3530474.500000 Penalty: 3417.336670
	Iteration 124Q: 3 clusters Score -3530474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -3530474.500000 Penalty: 3417.336670
	Iteration 125Q: 3 clusters Score -3530474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -3530475.000000 Penalty: 3417.336670
	Iteration 126Q: 3 clusters Score -3530475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -3530475.250000 Penalty: 3417.336670
	Iteration 127Q: 3 clusters Score -3530475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3530475.250000 Penalty: 3417.336670
	Iteration 128Q: 3 clusters Score -3530475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -3530477.250000 Penalty: 3417.336670
	Iteration 129Q: 3 clusters Score -3530477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -3530478.250000 Penalty: 3417.336670
	Iteration 130Q: 3 clusters Score -3530478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3530479.000000 Penalty: 3417.336670
	Iteration 131Q: 3 clusters Score -3530479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -3530476.000000 Penalty: 3417.336670
	Iteration 132Q: 3 clusters Score -3530476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3530479.000000 Penalty: 3417.336670
	Iteration 133Q: 3 clusters Score -3530479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -3530480.250000 Penalty: 3417.336670
	Iteration 134Q: 3 clusters Score -3530480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -3530479.000000 Penalty: 3417.336670
	Iteration 135Q: 3 clusters Score -3530479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -3530476.500000 Penalty: 3417.336670
	Iteration 136Q: 3 clusters Score -3530476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -3530480.750000 Penalty: 3417.336670
	Iteration 137Q: 3 clusters Score -3530481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -3530478.750000 Penalty: 3417.336670
	Iteration 138Q: 3 clusters Score -3530479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -3530476.250000 Penalty: 3417.336670
	Iteration 139Q: 3 clusters Score -3530476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -3530478.750000 Penalty: 3417.336670
	Iteration 140F: 3 clusters Score -3530479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -3530479.000000 Penalty: 3417.336670
	Iteration 141Q: 3 clusters Score -3530479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -3530486.250000 Penalty: 3417.336670
	Iteration 142Q: 3 clusters Score -3530486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -3530486.750000 Penalty: 3417.336670
	Iteration 143Q: 3 clusters Score -3530487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3530492.250000 Penalty: 3417.336670
	Iteration 144Q: 3 clusters Score -3530492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -3530495.750000 Penalty: 3417.336670
	Iteration 145Q: 3 clusters Score -3530496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -3530496.250000 Penalty: 3417.336670
	Iteration 146Q: 3 clusters Score -3530496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -3530498.500000 Penalty: 3417.336670
	Iteration 147Q: 3 clusters Score -3530498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -3530500.750000 Penalty: 3417.336670
	Iteration 148Q: 3 clusters Score -3530501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -3530505.250000 Penalty: 3417.336670
	Iteration 149Q: 3 clusters Score -3530505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -3530510.750000 Penalty: 3417.336670
	Iteration 150Q: 3 clusters Score -3530511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -3530515.000000 Penalty: 3417.336670
	Iteration 151Q: 3 clusters Score -3530515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -3530513.500000 Penalty: 3417.336670
	Iteration 152Q: 3 clusters Score -3530514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3530513.500000 Penalty: 3417.336670
	Iteration 153Q: 3 clusters Score -3530514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3530513.500000 Penalty: 3417.336670
	Iteration 154F: 3 clusters Score -3530514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -216679.078125 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -216679.1 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 1188 members 
Entering Unmasked Estep 
Score: -214373.312500 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -214373.3 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -214945.625000 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -214945.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -215102.328125 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -215102.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -215213.078125 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -215213.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -215301.968750 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -215302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -215381.703125 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -215381.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -215446.203125 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -215446.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -215489.375000 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -215489.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -215528.531250 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -215528.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -215567.437500 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -215567.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -215618.843750 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -215618.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -215660.203125 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -215660.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -215701.515625 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -215701.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -215744.343750 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -215744.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -215779.359375 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -215779.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -215814.890625 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -215814.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -215850.890625 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -215850.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -215869.984375 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -215870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -215885.062500 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -215885.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215915.187500 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -215915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -215949.640625 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -215949.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -215979.625000 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -215979.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -215995.312500 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -215995.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -216017.031250 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -216017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -216042.890625 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -216042.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -216064.171875 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -216064.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -216092.796875 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -216092.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -216111.171875 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -216111.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -216127.546875 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -216127.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -216135.375000 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -216135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -216138.453125 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -216138.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -216143.171875 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -216143.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -216149.406250 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -216149.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -216153.250000 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -216153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -216156.375000 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -216156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -216158.687500 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -216158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -216161.171875 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -216161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -216162.015625 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -216162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -216162.015625 Penalty: 2524.223145
	Iteration 38F: 3 clusters Score -216162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (39178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Entering Unmasked Estep 
Score: -3731768.250000 Penalty: 1718.578979
	Iteration 0F: 2 clusters Score -3731768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3707195.500000 Penalty: 3437.157959
	Iteration 0F: 3 clusters Score -3707196 nChanged 18219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3717554.000000 Penalty: 3437.157959
	Iteration 1F: 3 clusters Score -3717554 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3718154.750000 Penalty: 3437.157959
	Iteration 2Q: 3 clusters Score -3718155 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3718959.750000 Penalty: 3437.157959
	Iteration 3F: 3 clusters Score -3718960 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3719979.000000 Penalty: 3437.157959
	Iteration 4F: 3 clusters Score -3719979 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3721417.500000 Penalty: 3437.157959
	Iteration 5F: 3 clusters Score -3721418 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3723228.000000 Penalty: 3437.157959
	Iteration 6F: 3 clusters Score -3723228 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3725484.000000 Penalty: 3437.157959
	Iteration 7F: 3 clusters Score -3725484 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3727475.000000 Penalty: 3437.157959
	Iteration 8F: 3 clusters Score -3727475 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3728601.250000 Penalty: 3437.157959
	Iteration 9Q: 3 clusters Score -3728601 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3729246.000000 Penalty: 3437.157959
	Iteration 10Q: 3 clusters Score -3729246 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3729637.500000 Penalty: 3437.157959
	Iteration 11Q: 3 clusters Score -3729638 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3729855.500000 Penalty: 3437.157959
	Iteration 12Q: 3 clusters Score -3729856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3729979.750000 Penalty: 3437.157959
	Iteration 13Q: 3 clusters Score -3729980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3730062.250000 Penalty: 3437.157959
	Iteration 14Q: 3 clusters Score -3730062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3730132.250000 Penalty: 3437.157959
	Iteration 15Q: 3 clusters Score -3730132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3730181.500000 Penalty: 3437.157959
	Iteration 16Q: 3 clusters Score -3730182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3730198.500000 Penalty: 3437.157959
	Iteration 17Q: 3 clusters Score -3730198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3730216.250000 Penalty: 3437.157959
	Iteration 18Q: 3 clusters Score -3730216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3730222.250000 Penalty: 3437.157959
	Iteration 19Q: 3 clusters Score -3730222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3730228.500000 Penalty: 3437.157959
	Iteration 20F: 3 clusters Score -3730228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3730231.500000 Penalty: 3437.157959
	Iteration 21Q: 3 clusters Score -3730232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3730233.750000 Penalty: 3437.157959
	Iteration 22Q: 3 clusters Score -3730234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3730243.250000 Penalty: 3437.157959
	Iteration 23Q: 3 clusters Score -3730243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3730249.500000 Penalty: 3437.157959
	Iteration 24Q: 3 clusters Score -3730250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3730250.000000 Penalty: 3437.157959
	Iteration 25Q: 3 clusters Score -3730250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3730250.000000 Penalty: 3437.157959
	Iteration 26Q: 3 clusters Score -3730250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3730248.250000 Penalty: 3437.157959
	Iteration 27Q: 3 clusters Score -3730248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3730252.000000 Penalty: 3437.157959
	Iteration 28Q: 3 clusters Score -3730252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3730255.000000 Penalty: 3437.157959
	Iteration 29Q: 3 clusters Score -3730255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3730254.750000 Penalty: 3437.157959
	Iteration 30Q: 3 clusters Score -3730255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3730253.250000 Penalty: 3437.157959
	Iteration 31Q: 3 clusters Score -3730253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3730257.500000 Penalty: 3437.157959
	Iteration 32Q: 3 clusters Score -3730258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3730255.250000 Penalty: 3437.157959
	Iteration 33Q: 3 clusters Score -3730255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3730259.000000 Penalty: 3437.157959
	Iteration 34Q: 3 clusters Score -3730259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3730259.000000 Penalty: 3437.157959
	Iteration 35F: 3 clusters Score -3730259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -573251.500000 Penalty: 1421.367310
	Iteration 0F: 2 clusters Score -573251.5 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 3194 members 
Entering Unmasked Estep 
Score: -568464.062500 Penalty: 2842.734619
	Iteration 0F: 3 clusters Score -568464.1 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -569924.625000 Penalty: 2842.734619
	Iteration 1F: 3 clusters Score -569924.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -570218.687500 Penalty: 2842.734619
	Iteration 2F: 3 clusters Score -570218.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -570442.187500 Penalty: 2842.734619
	Iteration 3F: 3 clusters Score -570442.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -570655.437500 Penalty: 2842.734619
	Iteration 4F: 3 clusters Score -570655.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -570836.125000 Penalty: 2842.734619
	Iteration 5Q: 3 clusters Score -570836.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -571053.750000 Penalty: 2842.734619
	Iteration 6F: 3 clusters Score -571053.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -571260.375000 Penalty: 2842.734619
	Iteration 7Q: 3 clusters Score -571260.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -571509.250000 Penalty: 2842.734619
	Iteration 8Q: 3 clusters Score -571509.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -571753.312500 Penalty: 2842.734619
	Iteration 9Q: 3 clusters Score -571753.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -571956.062500 Penalty: 2842.734619
	Iteration 10Q: 3 clusters Score -571956.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -572093.500000 Penalty: 2842.734619
	Iteration 11Q: 3 clusters Score -572093.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -572181.250000 Penalty: 2842.734619
	Iteration 12Q: 3 clusters Score -572181.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -572253.687500 Penalty: 2842.734619
	Iteration 13Q: 3 clusters Score -572253.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -572331.250000 Penalty: 2842.734619
	Iteration 14Q: 3 clusters Score -572331.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -572436.250000 Penalty: 2842.734619
	Iteration 15Q: 3 clusters Score -572436.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -572570.937500 Penalty: 2842.734619
	Iteration 16Q: 3 clusters Score -572570.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -572761.812500 Penalty: 2842.734619
	Iteration 17Q: 3 clusters Score -572761.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -572916.500000 Penalty: 2842.734619
	Iteration 18Q: 3 clusters Score -572916.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -573019.625000 Penalty: 2842.734619
	Iteration 19Q: 3 clusters Score -573019.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -573086.937500 Penalty: 2842.734619
	Iteration 20F: 3 clusters Score -573086.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -573132.000000 Penalty: 2842.734619
	Iteration 21Q: 3 clusters Score -573132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -573163.375000 Penalty: 2842.734619
	Iteration 22Q: 3 clusters Score -573163.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -573189.750000 Penalty: 2842.734619
	Iteration 23Q: 3 clusters Score -573189.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -573222.625000 Penalty: 2842.734619
	Iteration 24Q: 3 clusters Score -573222.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -573240.312500 Penalty: 2842.734619
	Iteration 25Q: 3 clusters Score -573240.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -573245.000000 Penalty: 2842.734619
	Iteration 26Q: 3 clusters Score -573245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -573247.437500 Penalty: 2842.734619
	Iteration 27Q: 3 clusters Score -573247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -573250.687500 Penalty: 2842.734619
	Iteration 28Q: 3 clusters Score -573250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -573254.000000 Penalty: 2842.734619
	Iteration 29Q: 3 clusters Score -573254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -573254.875000 Penalty: 2842.734619
	Iteration 30Q: 3 clusters Score -573254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -573256.062500 Penalty: 2842.734619
	Iteration 31Q: 3 clusters Score -573256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -573258.062500 Penalty: 2842.734619
	Iteration 32Q: 3 clusters Score -573258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -573259.000000 Penalty: 2842.734619
	Iteration 33Q: 3 clusters Score -573259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -573258.937500 Penalty: 2842.734619
	Iteration 34Q: 3 clusters Score -573258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -573259.000000 Penalty: 2842.734619
	Iteration 35Q: 3 clusters Score -573259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -573260.562500 Penalty: 2842.734619
	Iteration 36Q: 3 clusters Score -573260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -573260.937500 Penalty: 2842.734619
	Iteration 37Q: 3 clusters Score -573260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -573262.312500 Penalty: 2842.734619
	Iteration 38Q: 3 clusters Score -573262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -573263.437500 Penalty: 2842.734619
	Iteration 39Q: 3 clusters Score -573263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -573264.312500 Penalty: 2842.734619
	Iteration 40F: 3 clusters Score -573264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -573264.062500 Penalty: 2842.734619
	Iteration 41Q: 3 clusters Score -573264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -573264.062500 Penalty: 2842.734619
	Iteration 42F: 3 clusters Score -573264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34900 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 20740 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 19111 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 49000 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22736 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 15018 members 
Mstep: Class 29 contains 40790 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 36860 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39178 members 
Mstep: Class 34 contains 3414 members 
Mstep: Class 35 contains 41383 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5437 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 29296 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4162 members 
Mstep: Class 46 contains 29829 members 
Mstep: Class 47 contains 2877 members 
Entering Unmasked Estep 
Score: -49784560.000000 Penalty: 100859.070312
Splitting cluster 34 changes total score from -49786128.000000 to -49784560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (41383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Entering Unmasked Estep 
Score: -3973874.500000 Penalty: 1727.476685
	Iteration 0F: 2 clusters Score -3973874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3949596.500000 Penalty: 3454.953369
	Iteration 0F: 3 clusters Score -3949596 nChanged 19210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3960223.250000 Penalty: 3454.953369
	Iteration 1F: 3 clusters Score -3960223 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3960636.000000 Penalty: 3454.953369
	Iteration 2Q: 3 clusters Score -3960636 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3961133.250000 Penalty: 3454.953369
	Iteration 3Q: 3 clusters Score -3961133 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3961796.750000 Penalty: 3454.953369
	Iteration 4Q: 3 clusters Score -3961797 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3962864.000000 Penalty: 3454.953369
	Iteration 5F: 3 clusters Score -3962864 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3964526.250000 Penalty: 3454.953369
	Iteration 6F: 3 clusters Score -3964526 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3966884.750000 Penalty: 3454.953369
	Iteration 7F: 3 clusters Score -3966885 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3969260.500000 Penalty: 3454.953369
	Iteration 8F: 3 clusters Score -3969260 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3970630.000000 Penalty: 3454.953369
	Iteration 9F: 3 clusters Score -3970630 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3971486.250000 Penalty: 3454.953369
	Iteration 10Q: 3 clusters Score -3971486 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3971882.000000 Penalty: 3454.953369
	Iteration 11Q: 3 clusters Score -3971882 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3972099.500000 Penalty: 3454.953369
	Iteration 12Q: 3 clusters Score -3972100 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3972183.250000 Penalty: 3454.953369
	Iteration 13Q: 3 clusters Score -3972183 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3972268.000000 Penalty: 3454.953369
	Iteration 14Q: 3 clusters Score -3972268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3972316.750000 Penalty: 3454.953369
	Iteration 15Q: 3 clusters Score -3972317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3972351.500000 Penalty: 3454.953369
	Iteration 16Q: 3 clusters Score -3972352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3972376.500000 Penalty: 3454.953369
	Iteration 17Q: 3 clusters Score -3972376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3972388.750000 Penalty: 3454.953369
	Iteration 18Q: 3 clusters Score -3972389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3972392.250000 Penalty: 3454.953369
	Iteration 19Q: 3 clusters Score -3972392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3972399.000000 Penalty: 3454.953369
	Iteration 20F: 3 clusters Score -3972399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3972402.500000 Penalty: 3454.953369
	Iteration 21Q: 3 clusters Score -3972402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3972404.500000 Penalty: 3454.953369
	Iteration 22Q: 3 clusters Score -3972404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3972405.500000 Penalty: 3454.953369
	Iteration 23Q: 3 clusters Score -3972406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3972405.500000 Penalty: 3454.953369
	Iteration 24F: 3 clusters Score -3972406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -131709.812500 Penalty: 1186.436523
	Iteration 0F: 2 clusters Score -131709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -129968.179688 Penalty: 2372.873047
	Iteration 0F: 3 clusters Score -129968.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130323.734375 Penalty: 2372.873047
	Iteration 1F: 3 clusters Score -130323.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130460.945312 Penalty: 2372.873047
	Iteration 2F: 3 clusters Score -130460.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -130570.625000 Penalty: 2372.873047
	Iteration 3F: 3 clusters Score -130570.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130664.468750 Penalty: 2372.873047
	Iteration 4F: 3 clusters Score -130664.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -130736.250000 Penalty: 2372.873047
	Iteration 5Q: 3 clusters Score -130736.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130807.171875 Penalty: 2372.873047
	Iteration 6Q: 3 clusters Score -130807.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -130882.593750 Penalty: 2372.873047
	Iteration 7Q: 3 clusters Score -130882.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -130950.515625 Penalty: 2372.873047
	Iteration 8Q: 3 clusters Score -130950.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -131019.109375 Penalty: 2372.873047
	Iteration 9Q: 3 clusters Score -131019.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -131083.281250 Penalty: 2372.873047
	Iteration 10Q: 3 clusters Score -131083.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -131139.781250 Penalty: 2372.873047
	Iteration 11Q: 3 clusters Score -131139.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -131182.062500 Penalty: 2372.873047
	Iteration 12Q: 3 clusters Score -131182.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -131205.156250 Penalty: 2372.873047
	Iteration 13Q: 3 clusters Score -131205.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -131237.046875 Penalty: 2372.873047
	Iteration 14Q: 3 clusters Score -131237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -131277.015625 Penalty: 2372.873047
	Iteration 15Q: 3 clusters Score -131277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -131319.250000 Penalty: 2372.873047
	Iteration 16Q: 3 clusters Score -131319.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131352.109375 Penalty: 2372.873047
	Iteration 17Q: 3 clusters Score -131352.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131368.828125 Penalty: 2372.873047
	Iteration 18Q: 3 clusters Score -131368.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131384.828125 Penalty: 2372.873047
	Iteration 19Q: 3 clusters Score -131384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131401.578125 Penalty: 2372.873047
	Iteration 20F: 3 clusters Score -131401.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131414.953125 Penalty: 2372.873047
	Iteration 21Q: 3 clusters Score -131415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -131427.218750 Penalty: 2372.873047
	Iteration 22Q: 3 clusters Score -131427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131442.421875 Penalty: 2372.873047
	Iteration 23Q: 3 clusters Score -131442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131451.203125 Penalty: 2372.873047
	Iteration 24Q: 3 clusters Score -131451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131459.546875 Penalty: 2372.873047
	Iteration 25Q: 3 clusters Score -131459.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131471.593750 Penalty: 2372.873047
	Iteration 26Q: 3 clusters Score -131471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -131480.953125 Penalty: 2372.873047
	Iteration 27Q: 3 clusters Score -131481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131485.734375 Penalty: 2372.873047
	Iteration 28Q: 3 clusters Score -131485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131487.718750 Penalty: 2372.873047
	Iteration 29Q: 3 clusters Score -131487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131488.343750 Penalty: 2372.873047
	Iteration 30Q: 3 clusters Score -131488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131490.093750 Penalty: 2372.873047
	Iteration 31Q: 3 clusters Score -131490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131492.515625 Penalty: 2372.873047
	Iteration 32Q: 3 clusters Score -131492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131492.859375 Penalty: 2372.873047
	Iteration 33Q: 3 clusters Score -131492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131492.859375 Penalty: 2372.873047
	Iteration 34F: 3 clusters Score -131492.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -87205.218750 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -87205.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85741.828125 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -85741.83 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86215.812500 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -86215.81 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86530.265625 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -86530.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86694.351562 Penalty: 2280.106445
	Iteration 3F: 3 clusters Score -86694.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86765.687500 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -86765.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86834.437500 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -86834.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86878.843750 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -86878.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86905.367188 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -86905.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86927.968750 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -86927.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86941.343750 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -86941.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -86948.328125 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -86948.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86982.257812 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -86982.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -86989.820312 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -86989.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -86989.820312 Penalty: 2280.106445
	Iteration 13F: 3 clusters Score -86989.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -494471.250000 Penalty: 1397.659668
	Iteration 0F: 2 clusters Score -494471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -490222.968750 Penalty: 2795.319336
	Iteration 0F: 3 clusters Score -490223 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -491479.093750 Penalty: 2795.319336
	Iteration 1F: 3 clusters Score -491479.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -491720.406250 Penalty: 2795.319336
	Iteration 2F: 3 clusters Score -491720.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -491913.250000 Penalty: 2795.319336
	Iteration 3F: 3 clusters Score -491913.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -492065.343750 Penalty: 2795.319336
	Iteration 4Q: 3 clusters Score -492065.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -492204.000000 Penalty: 2795.319336
	Iteration 5Q: 3 clusters Score -492204 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -492332.500000 Penalty: 2795.319336
	Iteration 6Q: 3 clusters Score -492332.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -492446.937500 Penalty: 2795.319336
	Iteration 7Q: 3 clusters Score -492446.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -492537.437500 Penalty: 2795.319336
	Iteration 8Q: 3 clusters Score -492537.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -492626.625000 Penalty: 2795.319336
	Iteration 9Q: 3 clusters Score -492626.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -492732.656250 Penalty: 2795.319336
	Iteration 10Q: 3 clusters Score -492732.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -492811.218750 Penalty: 2795.319336
	Iteration 11Q: 3 clusters Score -492811.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -492866.625000 Penalty: 2795.319336
	Iteration 12Q: 3 clusters Score -492866.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -492919.343750 Penalty: 2795.319336
	Iteration 13Q: 3 clusters Score -492919.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -492975.781250 Penalty: 2795.319336
	Iteration 14Q: 3 clusters Score -492975.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -493029.968750 Penalty: 2795.319336
	Iteration 15Q: 3 clusters Score -493030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -493082.000000 Penalty: 2795.319336
	Iteration 16Q: 3 clusters Score -493082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -493112.750000 Penalty: 2795.319336
	Iteration 17Q: 3 clusters Score -493112.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -493137.812500 Penalty: 2795.319336
	Iteration 18Q: 3 clusters Score -493137.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -493161.656250 Penalty: 2795.319336
	Iteration 19Q: 3 clusters Score -493161.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -493186.187500 Penalty: 2795.319336
	Iteration 20F: 3 clusters Score -493186.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -493207.218750 Penalty: 2795.319336
	Iteration 21Q: 3 clusters Score -493207.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -493230.312500 Penalty: 2795.319336
	Iteration 22Q: 3 clusters Score -493230.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -493243.031250 Penalty: 2795.319336
	Iteration 23Q: 3 clusters Score -493243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -493254.562500 Penalty: 2795.319336
	Iteration 24Q: 3 clusters Score -493254.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -493269.781250 Penalty: 2795.319336
	Iteration 25Q: 3 clusters Score -493269.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -493291.218750 Penalty: 2795.319336
	Iteration 26Q: 3 clusters Score -493291.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -493311.750000 Penalty: 2795.319336
	Iteration 27Q: 3 clusters Score -493311.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -493328.781250 Penalty: 2795.319336
	Iteration 28Q: 3 clusters Score -493328.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -493346.312500 Penalty: 2795.319336
	Iteration 29Q: 3 clusters Score -493346.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -493357.312500 Penalty: 2795.319336
	Iteration 30Q: 3 clusters Score -493357.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -493370.625000 Penalty: 2795.319336
	Iteration 31Q: 3 clusters Score -493370.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -493381.968750 Penalty: 2795.319336
	Iteration 32Q: 3 clusters Score -493382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -493396.968750 Penalty: 2795.319336
	Iteration 33Q: 3 clusters Score -493397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -493408.125000 Penalty: 2795.319336
	Iteration 34Q: 3 clusters Score -493408.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -493419.031250 Penalty: 2795.319336
	Iteration 35Q: 3 clusters Score -493419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -493426.531250 Penalty: 2795.319336
	Iteration 36Q: 3 clusters Score -493426.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -493430.281250 Penalty: 2795.319336
	Iteration 37Q: 3 clusters Score -493430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -493433.781250 Penalty: 2795.319336
	Iteration 38Q: 3 clusters Score -493433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -493436.468750 Penalty: 2795.319336
	Iteration 39Q: 3 clusters Score -493436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -493436.093750 Penalty: 2795.319336
	Iteration 40F: 3 clusters Score -493436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -493436.656250 Penalty: 2795.319336
	Iteration 41Q: 3 clusters Score -493436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -493437.531250 Penalty: 2795.319336
	Iteration 42Q: 3 clusters Score -493437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -493437.531250 Penalty: 2795.319336
	Iteration 43Q: 3 clusters Score -493437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -493438.250000 Penalty: 2795.319336
	Iteration 44Q: 3 clusters Score -493438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -493438.562500 Penalty: 2795.319336
	Iteration 45Q: 3 clusters Score -493438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -493439.656250 Penalty: 2795.319336
	Iteration 46Q: 3 clusters Score -493439.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -493442.468750 Penalty: 2795.319336
	Iteration 47Q: 3 clusters Score -493442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -493442.156250 Penalty: 2795.319336
	Iteration 48Q: 3 clusters Score -493442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -493442.750000 Penalty: 2795.319336
	Iteration 49Q: 3 clusters Score -493442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -493443.468750 Penalty: 2795.319336
	Iteration 50Q: 3 clusters Score -493443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -493443.281250 Penalty: 2795.319336
	Iteration 51Q: 3 clusters Score -493443.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -493444.500000 Penalty: 2795.319336
	Iteration 52Q: 3 clusters Score -493444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -493445.031250 Penalty: 2795.319336
	Iteration 53Q: 3 clusters Score -493445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -493445.031250 Penalty: 2795.319336
	Iteration 54F: 3 clusters Score -493445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -823753.937500 Penalty: 1471.869019
	Iteration 0F: 2 clusters Score -823753.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -817572.375000 Penalty: 2943.738037
	Iteration 0F: 3 clusters Score -817572.4 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -819478.437500 Penalty: 2943.738037
	Iteration 1F: 3 clusters Score -819478.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -819761.062500 Penalty: 2943.738037
	Iteration 2F: 3 clusters Score -819761.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -820033.500000 Penalty: 2943.738037
	Iteration 3F: 3 clusters Score -820033.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -820297.375000 Penalty: 2943.738037
	Iteration 4F: 3 clusters Score -820297.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -820620.625000 Penalty: 2943.738037
	Iteration 5F: 3 clusters Score -820620.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -820993.812500 Penalty: 2943.738037
	Iteration 6F: 3 clusters Score -820993.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -821378.625000 Penalty: 2943.738037
	Iteration 7F: 3 clusters Score -821378.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -821701.875000 Penalty: 2943.738037
	Iteration 8Q: 3 clusters Score -821701.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -821951.125000 Penalty: 2943.738037
	Iteration 9Q: 3 clusters Score -821951.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -822101.750000 Penalty: 2943.738037
	Iteration 10Q: 3 clusters Score -822101.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -822209.062500 Penalty: 2943.738037
	Iteration 11Q: 3 clusters Score -822209.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -822278.125000 Penalty: 2943.738037
	Iteration 12Q: 3 clusters Score -822278.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -822324.125000 Penalty: 2943.738037
	Iteration 13Q: 3 clusters Score -822324.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -822347.562500 Penalty: 2943.738037
	Iteration 14Q: 3 clusters Score -822347.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -822365.750000 Penalty: 2943.738037
	Iteration 15Q: 3 clusters Score -822365.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -822384.250000 Penalty: 2943.738037
	Iteration 16Q: 3 clusters Score -822384.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -822397.125000 Penalty: 2943.738037
	Iteration 17Q: 3 clusters Score -822397.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -822412.125000 Penalty: 2943.738037
	Iteration 18Q: 3 clusters Score -822412.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -822422.875000 Penalty: 2943.738037
	Iteration 19Q: 3 clusters Score -822422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -822434.562500 Penalty: 2943.738037
	Iteration 20F: 3 clusters Score -822434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -822444.625000 Penalty: 2943.738037
	Iteration 21Q: 3 clusters Score -822444.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -822452.125000 Penalty: 2943.738037
	Iteration 22Q: 3 clusters Score -822452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -822457.500000 Penalty: 2943.738037
	Iteration 23Q: 3 clusters Score -822457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -822461.125000 Penalty: 2943.738037
	Iteration 24Q: 3 clusters Score -822461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -822461.125000 Penalty: 2943.738037
	Iteration 25F: 3 clusters Score -822461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Entering Unmasked Estep 
Score: -2851638.250000 Penalty: 1671.345947
	Iteration 0F: 2 clusters Score -2851638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2831968.500000 Penalty: 3342.691895
	Iteration 0F: 3 clusters Score -2831968 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2839608.500000 Penalty: 3342.691895
	Iteration 1F: 3 clusters Score -2839608 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2840126.000000 Penalty: 3342.691895
	Iteration 2Q: 3 clusters Score -2840126 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2840612.000000 Penalty: 3342.691895
	Iteration 3Q: 3 clusters Score -2840612 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2841296.750000 Penalty: 3342.691895
	Iteration 4Q: 3 clusters Score -2841297 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2842277.750000 Penalty: 3342.691895
	Iteration 5F: 3 clusters Score -2842278 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2843651.000000 Penalty: 3342.691895
	Iteration 6F: 3 clusters Score -2843651 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2845232.500000 Penalty: 3342.691895
	Iteration 7F: 3 clusters Score -2845232 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2846793.500000 Penalty: 3342.691895
	Iteration 8F: 3 clusters Score -2846794 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2848014.750000 Penalty: 3342.691895
	Iteration 9Q: 3 clusters Score -2848015 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2848690.750000 Penalty: 3342.691895
	Iteration 10Q: 3 clusters Score -2848691 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2849048.000000 Penalty: 3342.691895
	Iteration 11Q: 3 clusters Score -2849048 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2849256.500000 Penalty: 3342.691895
	Iteration 12Q: 3 clusters Score -2849256 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2849405.000000 Penalty: 3342.691895
	Iteration 13Q: 3 clusters Score -2849405 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2849501.750000 Penalty: 3342.691895
	Iteration 14Q: 3 clusters Score -2849502 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2849592.250000 Penalty: 3342.691895
	Iteration 15Q: 3 clusters Score -2849592 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2849660.000000 Penalty: 3342.691895
	Iteration 16Q: 3 clusters Score -2849660 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2849703.500000 Penalty: 3342.691895
	Iteration 17Q: 3 clusters Score -2849704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2849730.750000 Penalty: 3342.691895
	Iteration 18Q: 3 clusters Score -2849731 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2849736.000000 Penalty: 3342.691895
	Iteration 19Q: 3 clusters Score -2849736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2849748.250000 Penalty: 3342.691895
	Iteration 20F: 3 clusters Score -2849748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2849747.000000 Penalty: 3342.691895
	Iteration 21Q: 3 clusters Score -2849747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2849755.750000 Penalty: 3342.691895
	Iteration 22Q: 3 clusters Score -2849756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2849767.250000 Penalty: 3342.691895
	Iteration 23Q: 3 clusters Score -2849767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2849769.500000 Penalty: 3342.691895
	Iteration 24Q: 3 clusters Score -2849770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2849770.250000 Penalty: 3342.691895
	Iteration 25Q: 3 clusters Score -2849770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2849767.500000 Penalty: 3342.691895
	Iteration 26Q: 3 clusters Score -2849768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -2849764.750000 Penalty: 3342.691895
	Iteration 27Q: 3 clusters Score -2849765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2849767.250000 Penalty: 3342.691895
	Iteration 28Q: 3 clusters Score -2849767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2849771.500000 Penalty: 3342.691895
	Iteration 29Q: 3 clusters Score -2849772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2849765.000000 Penalty: 3342.691895
	Iteration 30Q: 3 clusters Score -2849765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2849764.000000 Penalty: 3342.691895
	Iteration 31Q: 3 clusters Score -2849764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2849769.000000 Penalty: 3342.691895
	Iteration 32Q: 3 clusters Score -2849769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -2849763.000000 Penalty: 3342.691895
	Iteration 33Q: 3 clusters Score -2849763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2849764.500000 Penalty: 3342.691895
	Iteration 34Q: 3 clusters Score -2849764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2849759.250000 Penalty: 3342.691895
	Iteration 35Q: 3 clusters Score -2849759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2849762.000000 Penalty: 3342.691895
	Iteration 36Q: 3 clusters Score -2849762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2849762.000000 Penalty: 3342.691895
	Iteration 37F: 3 clusters Score -2849762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -318398.125000 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -318398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315380.562500 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -315380.6 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -316236.156250 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -316236.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -316463.343750 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -316463.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -316621.062500 Penalty: 2657.966309
	Iteration 3F: 3 clusters Score -316621.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -316766.062500 Penalty: 2657.966309
	Iteration 4Q: 3 clusters Score -316766.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -316879.375000 Penalty: 2657.966309
	Iteration 5Q: 3 clusters Score -316879.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -316973.843750 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -316973.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -317057.687500 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -317057.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -317122.562500 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -317122.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -317176.375000 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -317176.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -317217.906250 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -317217.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -317243.656250 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -317243.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -317266.718750 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -317266.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -317291.437500 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -317291.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -317305.250000 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -317305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -317310.656250 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -317310.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -317315.593750 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -317315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -317320.406250 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -317320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -317321.125000 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -317321.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -317322.906250 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -317322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -317324.062500 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -317324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -317325.312500 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -317325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -317326.343750 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -317326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -317330.375000 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -317330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -317333.531250 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -317333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -317336.656250 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -317336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -317337.218750 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -317337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -317337.218750 Penalty: 2657.966309
	Iteration 27F: 3 clusters Score -317337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -76716.789062 Penalty: 1096.291992
	Iteration 0F: 2 clusters Score -76716.79 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 424 members 
Entering Unmasked Estep 
Score: -75403.359375 Penalty: 2192.583984
	Iteration 0F: 3 clusters Score -75403.36 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75685.851562 Penalty: 2192.583984
	Iteration 1F: 3 clusters Score -75685.85 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75780.273438 Penalty: 2192.583984
	Iteration 2F: 3 clusters Score -75780.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75892.492188 Penalty: 2192.583984
	Iteration 3F: 3 clusters Score -75892.49 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76042.281250 Penalty: 2192.583984
	Iteration 4F: 3 clusters Score -76042.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76156.585938 Penalty: 2192.583984
	Iteration 5F: 3 clusters Score -76156.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76256.351562 Penalty: 2192.583984
	Iteration 6F: 3 clusters Score -76256.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76316.570312 Penalty: 2192.583984
	Iteration 7Q: 3 clusters Score -76316.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76356.843750 Penalty: 2192.583984
	Iteration 8Q: 3 clusters Score -76356.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76375.382812 Penalty: 2192.583984
	Iteration 9Q: 3 clusters Score -76375.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76381.320312 Penalty: 2192.583984
	Iteration 10Q: 3 clusters Score -76381.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76384.343750 Penalty: 2192.583984
	Iteration 11Q: 3 clusters Score -76384.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76385.070312 Penalty: 2192.583984
	Iteration 12Q: 3 clusters Score -76385.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76385.070312 Penalty: 2192.583984
	Iteration 13F: 3 clusters Score -76385.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -170434.187500 Penalty: 1229.188721
	Iteration 0F: 2 clusters Score -170434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -168436.437500 Penalty: 2458.377441
	Iteration 0F: 3 clusters Score -168436.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169001.265625 Penalty: 2458.377441
	Iteration 1F: 3 clusters Score -169001.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -169277.468750 Penalty: 2458.377441
	Iteration 2F: 3 clusters Score -169277.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -169623.343750 Penalty: 2458.377441
	Iteration 3F: 3 clusters Score -169623.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -169941.562500 Penalty: 2458.377441
	Iteration 4F: 3 clusters Score -169941.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -170115.687500 Penalty: 2458.377441
	Iteration 5F: 3 clusters Score -170115.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -170223.531250 Penalty: 2458.377441
	Iteration 6Q: 3 clusters Score -170223.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170288.515625 Penalty: 2458.377441
	Iteration 7Q: 3 clusters Score -170288.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -170322.718750 Penalty: 2458.377441
	Iteration 8Q: 3 clusters Score -170322.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170343.031250 Penalty: 2458.377441
	Iteration 9Q: 3 clusters Score -170343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -170349.781250 Penalty: 2458.377441
	Iteration 10Q: 3 clusters Score -170349.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -170357.046875 Penalty: 2458.377441
	Iteration 11Q: 3 clusters Score -170357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -170360.937500 Penalty: 2458.377441
	Iteration 12Q: 3 clusters Score -170360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -170365.859375 Penalty: 2458.377441
	Iteration 13Q: 3 clusters Score -170365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -170369.109375 Penalty: 2458.377441
	Iteration 14Q: 3 clusters Score -170369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -170371.265625 Penalty: 2458.377441
	Iteration 15Q: 3 clusters Score -170371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -170372.343750 Penalty: 2458.377441
	Iteration 16Q: 3 clusters Score -170372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -170373.453125 Penalty: 2458.377441
	Iteration 17Q: 3 clusters Score -170373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -170374.375000 Penalty: 2458.377441
	Iteration 18Q: 3 clusters Score -170374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -170376.765625 Penalty: 2458.377441
	Iteration 19Q: 3 clusters Score -170376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -170379.093750 Penalty: 2458.377441
	Iteration 20F: 3 clusters Score -170379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -170380.187500 Penalty: 2458.377441
	Iteration 21Q: 3 clusters Score -170380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -170381.031250 Penalty: 2458.377441
	Iteration 22Q: 3 clusters Score -170381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -170381.203125 Penalty: 2458.377441
	Iteration 23Q: 3 clusters Score -170381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -170381.203125 Penalty: 2458.377441
	Iteration 24F: 3 clusters Score -170381.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Entering Unmasked Estep 
Score: -417606.500000 Penalty: 1368.825562
	Iteration 0F: 2 clusters Score -417606.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -413954.687500 Penalty: 2737.651123
	Iteration 0F: 3 clusters Score -413954.7 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -414888.468750 Penalty: 2737.651123
	Iteration 1F: 3 clusters Score -414888.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -415032.375000 Penalty: 2737.651123
	Iteration 2F: 3 clusters Score -415032.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -415134.218750 Penalty: 2737.651123
	Iteration 3Q: 3 clusters Score -415134.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -415243.906250 Penalty: 2737.651123
	Iteration 4Q: 3 clusters Score -415243.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -415348.156250 Penalty: 2737.651123
	Iteration 5Q: 3 clusters Score -415348.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -415446.500000 Penalty: 2737.651123
	Iteration 6Q: 3 clusters Score -415446.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -415545.156250 Penalty: 2737.651123
	Iteration 7Q: 3 clusters Score -415545.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -415637.687500 Penalty: 2737.651123
	Iteration 8Q: 3 clusters Score -415637.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -415742.781250 Penalty: 2737.651123
	Iteration 9Q: 3 clusters Score -415742.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -415842.593750 Penalty: 2737.651123
	Iteration 10Q: 3 clusters Score -415842.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -415934.843750 Penalty: 2737.651123
	Iteration 11Q: 3 clusters Score -415934.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -416015.562500 Penalty: 2737.651123
	Iteration 12Q: 3 clusters Score -416015.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -416063.125000 Penalty: 2737.651123
	Iteration 13Q: 3 clusters Score -416063.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -416114.281250 Penalty: 2737.651123
	Iteration 14Q: 3 clusters Score -416114.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -416148.031250 Penalty: 2737.651123
	Iteration 15Q: 3 clusters Score -416148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -416179.875000 Penalty: 2737.651123
	Iteration 16Q: 3 clusters Score -416179.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -416211.937500 Penalty: 2737.651123
	Iteration 17Q: 3 clusters Score -416211.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -416239.812500 Penalty: 2737.651123
	Iteration 18Q: 3 clusters Score -416239.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -416258.250000 Penalty: 2737.651123
	Iteration 19Q: 3 clusters Score -416258.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -416280.562500 Penalty: 2737.651123
	Iteration 20F: 3 clusters Score -416280.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -416296.500000 Penalty: 2737.651123
	Iteration 21Q: 3 clusters Score -416296.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -416308.750000 Penalty: 2737.651123
	Iteration 22Q: 3 clusters Score -416308.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -416320.437500 Penalty: 2737.651123
	Iteration 23Q: 3 clusters Score -416320.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -416327.656250 Penalty: 2737.651123
	Iteration 24Q: 3 clusters Score -416327.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -416334.937500 Penalty: 2737.651123
	Iteration 25Q: 3 clusters Score -416334.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -416343.687500 Penalty: 2737.651123
	Iteration 26Q: 3 clusters Score -416343.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -416348.656250 Penalty: 2737.651123
	Iteration 27Q: 3 clusters Score -416348.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -416355.062500 Penalty: 2737.651123
	Iteration 28Q: 3 clusters Score -416355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -416360.187500 Penalty: 2737.651123
	Iteration 29Q: 3 clusters Score -416360.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -416365.781250 Penalty: 2737.651123
	Iteration 30Q: 3 clusters Score -416365.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -416373.812500 Penalty: 2737.651123
	Iteration 31Q: 3 clusters Score -416373.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -416380.843750 Penalty: 2737.651123
	Iteration 32Q: 3 clusters Score -416380.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -416384.531250 Penalty: 2737.651123
	Iteration 33Q: 3 clusters Score -416384.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -416387.156250 Penalty: 2737.651123
	Iteration 34Q: 3 clusters Score -416387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -416392.593750 Penalty: 2737.651123
	Iteration 35Q: 3 clusters Score -416392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -416397.625000 Penalty: 2737.651123
	Iteration 36Q: 3 clusters Score -416397.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -416403.843750 Penalty: 2737.651123
	Iteration 37Q: 3 clusters Score -416403.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -416412.968750 Penalty: 2737.651123
	Iteration 38Q: 3 clusters Score -416413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -416421.093750 Penalty: 2737.651123
	Iteration 39Q: 3 clusters Score -416421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -416425.250000 Penalty: 2737.651123
	Iteration 40F: 3 clusters Score -416425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -416428.562500 Penalty: 2737.651123
	Iteration 41Q: 3 clusters Score -416428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -416432.937500 Penalty: 2737.651123
	Iteration 42Q: 3 clusters Score -416432.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -416438.156250 Penalty: 2737.651123
	Iteration 43Q: 3 clusters Score -416438.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -416441.312500 Penalty: 2737.651123
	Iteration 44Q: 3 clusters Score -416441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -416446.062500 Penalty: 2737.651123
	Iteration 45Q: 3 clusters Score -416446.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -416449.125000 Penalty: 2737.651123
	Iteration 46Q: 3 clusters Score -416449.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -416454.031250 Penalty: 2737.651123
	Iteration 47Q: 3 clusters Score -416454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -416457.250000 Penalty: 2737.651123
	Iteration 48Q: 3 clusters Score -416457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -416460.500000 Penalty: 2737.651123
	Iteration 49Q: 3 clusters Score -416460.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -416464.093750 Penalty: 2737.651123
	Iteration 50Q: 3 clusters Score -416464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -416466.562500 Penalty: 2737.651123
	Iteration 51Q: 3 clusters Score -416466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -416468.062500 Penalty: 2737.651123
	Iteration 52Q: 3 clusters Score -416468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -416469.281250 Penalty: 2737.651123
	Iteration 53Q: 3 clusters Score -416469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -416471.468750 Penalty: 2737.651123
	Iteration 54Q: 3 clusters Score -416471.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -416474.156250 Penalty: 2737.651123
	Iteration 55Q: 3 clusters Score -416474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -416475.187500 Penalty: 2737.651123
	Iteration 56Q: 3 clusters Score -416475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -416478.031250 Penalty: 2737.651123
	Iteration 57Q: 3 clusters Score -416478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -416479.437500 Penalty: 2737.651123
	Iteration 58Q: 3 clusters Score -416479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -416480.750000 Penalty: 2737.651123
	Iteration 59Q: 3 clusters Score -416480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -416481.781250 Penalty: 2737.651123
	Iteration 60F: 3 clusters Score -416481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -416481.437500 Penalty: 2737.651123
	Iteration 61Q: 3 clusters Score -416481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -416482.531250 Penalty: 2737.651123
	Iteration 62Q: 3 clusters Score -416482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -416482.625000 Penalty: 2737.651123
	Iteration 63Q: 3 clusters Score -416482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -416482.625000 Penalty: 2737.651123
	Iteration 64F: 3 clusters Score -416482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -384547.937500 Penalty: 1354.234497
	Iteration 0F: 2 clusters Score -384547.9 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 2075 members 
Entering Unmasked Estep 
Score: -381104.031250 Penalty: 2708.468994
	Iteration 0F: 3 clusters Score -381104 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -381992.968750 Penalty: 2708.468994
	Iteration 1F: 3 clusters Score -381993 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -382153.593750 Penalty: 2708.468994
	Iteration 2F: 3 clusters Score -382153.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -382282.656250 Penalty: 2708.468994
	Iteration 3F: 3 clusters Score -382282.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -382387.750000 Penalty: 2708.468994
	Iteration 4Q: 3 clusters Score -382387.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -382491.250000 Penalty: 2708.468994
	Iteration 5Q: 3 clusters Score -382491.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -382596.687500 Penalty: 2708.468994
	Iteration 6Q: 3 clusters Score -382596.7 nChanged 158
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: -382692.812500 Penalty: 2708.468994
	Iteration 7Q: 3 clusters Score -382692.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -382805.906250 Penalty: 2708.468994
	Iteration 8Q: 3 clusters Score -382805.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -382904.218750 Penalty: 2708.468994
	Iteration 9Q: 3 clusters Score -382904.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -382993.750000 Penalty: 2708.468994
	Iteration 10Q: 3 clusters Score -382993.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -383070.218750 Penalty: 2708.468994
	Iteration 11Q: 3 clusters Score -383070.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -383154.406250 Penalty: 2708.468994
	Iteration 12Q: 3 clusters Score -383154.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -383239.625000 Penalty: 2708.468994
	Iteration 13Q: 3 clusters Score -383239.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -383324.968750 Penalty: 2708.468994
	Iteration 14Q: 3 clusters Score -383325 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -383401.718750 Penalty: 2708.468994
	Iteration 15Q: 3 clusters Score -383401.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -383469.468750 Penalty: 2708.468994
	Iteration 16Q: 3 clusters Score -383469.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -383527.000000 Penalty: 2708.468994
	Iteration 17Q: 3 clusters Score -383527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -383588.343750 Penalty: 2708.468994
	Iteration 18Q: 3 clusters Score -383588.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -383659.312500 Penalty: 2708.468994
	Iteration 19Q: 3 clusters Score -383659.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -383712.250000 Penalty: 2708.468994
	Iteration 20F: 3 clusters Score -383712.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -383749.875000 Penalty: 2708.468994
	Iteration 21Q: 3 clusters Score -383749.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -383777.218750 Penalty: 2708.468994
	Iteration 22Q: 3 clusters Score -383777.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -383805.156250 Penalty: 2708.468994
	Iteration 23Q: 3 clusters Score -383805.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -383823.125000 Penalty: 2708.468994
	Iteration 24Q: 3 clusters Score -383823.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -383832.468750 Penalty: 2708.468994
	Iteration 25Q: 3 clusters Score -383832.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -383839.093750 Penalty: 2708.468994
	Iteration 26Q: 3 clusters Score -383839.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -383846.093750 Penalty: 2708.468994
	Iteration 27Q: 3 clusters Score -383846.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -383853.906250 Penalty: 2708.468994
	Iteration 28Q: 3 clusters Score -383853.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -383861.000000 Penalty: 2708.468994
	Iteration 29Q: 3 clusters Score -383861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -383864.718750 Penalty: 2708.468994
	Iteration 30Q: 3 clusters Score -383864.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -383865.375000 Penalty: 2708.468994
	Iteration 31Q: 3 clusters Score -383865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -383866.593750 Penalty: 2708.468994
	Iteration 32Q: 3 clusters Score -383866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -383867.937500 Penalty: 2708.468994
	Iteration 33Q: 3 clusters Score -383867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -383867.281250 Penalty: 2708.468994
	Iteration 34Q: 3 clusters Score -383867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -383868.156250 Penalty: 2708.468994
	Iteration 35Q: 3 clusters Score -383868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -383867.656250 Penalty: 2708.468994
	Iteration 36Q: 3 clusters Score -383867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -383867.656250 Penalty: 2708.468994
	Iteration 37F: 3 clusters Score -383867.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (29829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Entering Unmasked Estep 
Score: -2931778.750000 Penalty: 1674.275879
	Iteration 0F: 2 clusters Score -2931779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2912617.500000 Penalty: 3348.551758
	Iteration 0F: 3 clusters Score -2912618 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2920129.250000 Penalty: 3348.551758
	Iteration 1F: 3 clusters Score -2920129 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2920427.250000 Penalty: 3348.551758
	Iteration 2Q: 3 clusters Score -2920427 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2920766.000000 Penalty: 3348.551758
	Iteration 3Q: 3 clusters Score -2920766 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2921168.750000 Penalty: 3348.551758
	Iteration 4Q: 3 clusters Score -2921169 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2921744.000000 Penalty: 3348.551758
	Iteration 5Q: 3 clusters Score -2921744 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2922719.250000 Penalty: 3348.551758
	Iteration 6F: 3 clusters Score -2922719 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2924122.000000 Penalty: 3348.551758
	Iteration 7F: 3 clusters Score -2924122 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2925904.000000 Penalty: 3348.551758
	Iteration 8F: 3 clusters Score -2925904 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2927625.750000 Penalty: 3348.551758
	Iteration 9F: 3 clusters Score -2927626 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -2928873.000000 Penalty: 3348.551758
	Iteration 10F: 3 clusters Score -2928873 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -2929634.000000 Penalty: 3348.551758
	Iteration 11Q: 3 clusters Score -2929634 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -2930020.000000 Penalty: 3348.551758
	Iteration 12Q: 3 clusters Score -2930020 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -2930190.750000 Penalty: 3348.551758
	Iteration 13Q: 3 clusters Score -2930191 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -2930287.500000 Penalty: 3348.551758
	Iteration 14Q: 3 clusters Score -2930288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -2930336.750000 Penalty: 3348.551758
	Iteration 15Q: 3 clusters Score -2930337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -2930382.500000 Penalty: 3348.551758
	Iteration 16Q: 3 clusters Score -2930382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -2930406.000000 Penalty: 3348.551758
	Iteration 17Q: 3 clusters Score -2930406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -2930419.000000 Penalty: 3348.551758
	Iteration 18Q: 3 clusters Score -2930419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -2930423.000000 Penalty: 3348.551758
	Iteration 19Q: 3 clusters Score -2930423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -2930428.250000 Penalty: 3348.551758
	Iteration 20F: 3 clusters Score -2930428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -2930439.500000 Penalty: 3348.551758
	Iteration 21Q: 3 clusters Score -2930440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -2930445.000000 Penalty: 3348.551758
	Iteration 22Q: 3 clusters Score -2930445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -2930449.750000 Penalty: 3348.551758
	Iteration 23Q: 3 clusters Score -2930450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -2930450.750000 Penalty: 3348.551758
	Iteration 24Q: 3 clusters Score -2930451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -2930450.000000 Penalty: 3348.551758
	Iteration 25Q: 3 clusters Score -2930450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -2930450.000000 Penalty: 3348.551758
	Iteration 26F: 3 clusters Score -2930450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34900 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 20740 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 19111 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 49000 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22736 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 15018 members 
Mstep: Class 29 contains 40790 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 36860 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39178 members 
Mstep: Class 34 contains 6291 members 
Mstep: Class 35 contains 41383 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5437 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 29296 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4162 members 
Mstep: Class 46 contains 29829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785556.000000 Penalty: 98713.132812
Iteration 239Q: 47 clusters Score -4.978556e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3624 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34880 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 20869 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 19109 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 49152 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12041 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24103 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22722 members 
Mstep: Class 26 contains 8148 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 15021 members 
Mstep: Class 29 contains 40804 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 36861 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 39134 members 
Mstep: Class 34 contains 6290 members 
Mstep: Class 35 contains 41366 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5440 members 
Mstep: Class 39 contains 8586 members 
Mstep: Class 40 contains 29151 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1929 members 
Mstep: Class 44 contains 4552 members 
Mstep: Class 45 contains 4174 members 
Mstep: Class 46 contains 29714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785048.000000 Penalty: 98713.132812
Iteration 240F: 47 clusters Score -4.978505e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34867 members 
Mstep: Class 9 contains 5625 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 8729 members 
Mstep: Class 13 contains 20975 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 19105 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 49186 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12102 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24075 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1285 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22703 members 
Mstep: Class 26 contains 8148 members 
Mstep: Class 27 contains 878 members 
Mstep: Class 28 contains 15026 members 
Mstep: Class 29 contains 40602 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 36861 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 39088 members 
Mstep: Class 34 contains 6289 members 
Mstep: Class 35 contains 41361 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5444 members 
Mstep: Class 39 contains 8588 members 
Mstep: Class 40 contains 29337 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1931 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 4187 members 
Mstep: Class 46 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785084.000000 Penalty: 98713.132812
Iteration 241Q: 47 clusters Score -4.978508e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 3628 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34863 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 8704 members 
Mstep: Class 13 contains 21073 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 19103 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 49193 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24058 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1286 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22675 members 
Mstep: Class 26 contains 8147 members 
Mstep: Class 27 contains 878 members 
Mstep: Class 28 contains 15026 members 
Mstep: Class 29 contains 40240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 36863 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39051 members 
Mstep: Class 34 contains 6287 members 
Mstep: Class 35 contains 41365 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5443 members 
Mstep: Class 39 contains 8588 members 
Mstep: Class 40 contains 29727 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1930 members 
Mstep: Class 44 contains 4552 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 29583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785360.000000 Penalty: 98713.132812
Iteration 242Q: 47 clusters Score -4.978536e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34866 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 13 contains 21157 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 19102 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 49172 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12202 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24054 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1288 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22647 members 
Mstep: Class 26 contains 8146 members 
Mstep: Class 27 contains 878 members 
Mstep: Class 28 contains 15028 members 
Mstep: Class 29 contains 39765 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 36869 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 39020 members 
Mstep: Class 34 contains 6284 members 
Mstep: Class 35 contains 41351 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5442 members 
Mstep: Class 39 contains 8589 members 
Mstep: Class 40 contains 30260 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1931 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 4182 members 
Mstep: Class 46 contains 29523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785532.000000 Penalty: 98713.132812
Iteration 243Q: 47 clusters Score -4.978553e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34869 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 8677 members 
Mstep: Class 13 contains 21258 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 19095 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49104 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12247 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24012 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1290 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22610 members 
Mstep: Class 26 contains 8146 members 
Mstep: Class 27 contains 876 members 
Mstep: Class 28 contains 15028 members 
Mstep: Class 29 contains 39222 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 36877 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 38995 members 
Mstep: Class 34 contains 6283 members 
Mstep: Class 35 contains 41347 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5440 members 
Mstep: Class 39 contains 8591 members 
Mstep: Class 40 contains 30945 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1931 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 4181 members 
Mstep: Class 46 contains 29450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786016.000000 Penalty: 98713.132812
Iteration 244Q: 47 clusters Score -4.978602e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34870 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 8655 members 
Mstep: Class 13 contains 21341 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 19090 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49048 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12309 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23975 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22577 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 15037 members 
Mstep: Class 29 contains 38592 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 36880 members 
Mstep: Class 32 contains 2363 members 
Mstep: Class 33 contains 38975 members 
Mstep: Class 34 contains 6281 members 
Mstep: Class 35 contains 41343 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5440 members 
Mstep: Class 39 contains 8592 members 
Mstep: Class 40 contains 31695 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1934 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 4174 members 
Mstep: Class 46 contains 29384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786516.000000 Penalty: 98713.132812
Iteration 245Q: 47 clusters Score -4.978652e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34871 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 8629 members 
Mstep: Class 13 contains 21423 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 19086 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48958 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23933 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22551 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 15044 members 
Mstep: Class 29 contains 37996 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 36885 members 
Mstep: Class 32 contains 2367 members 
Mstep: Class 33 contains 38951 members 
Mstep: Class 34 contains 6281 members 
Mstep: Class 35 contains 41320 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5441 members 
Mstep: Class 39 contains 8592 members 
Mstep: Class 40 contains 32470 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1934 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 4161 members 
Mstep: Class 46 contains 29309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786824.000000 Penalty: 98713.132812
Iteration 246Q: 47 clusters Score -4.978682e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34870 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 21536 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 19079 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48841 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12448 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23909 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 22527 members 
Mstep: Class 26 contains 8144 members 
Mstep: Class 27 contains 876 members 
Mstep: Class 28 contains 15049 members 
Mstep: Class 29 contains 37359 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 36889 members 
Mstep: Class 32 contains 2368 members 
Mstep: Class 33 contains 38908 members 
Mstep: Class 34 contains 6284 members 
Mstep: Class 35 contains 41300 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5443 members 
Mstep: Class 39 contains 8590 members 
Mstep: Class 40 contains 33301 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1934 members 
Mstep: Class 44 contains 4546 members 
Mstep: Class 45 contains 4145 members 
Mstep: Class 46 contains 29234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787072.000000 Penalty: 98713.132812
Iteration 247Q: 47 clusters Score -4.978707e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34880 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 8575 members 
Mstep: Class 13 contains 21626 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 19072 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48754 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12518 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23896 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 22491 members 
Mstep: Class 26 contains 8144 members 
Mstep: Class 27 contains 876 members 
Mstep: Class 28 contains 15060 members 
Mstep: Class 29 contains 36670 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 36896 members 
Mstep: Class 32 contains 2370 members 
Mstep: Class 33 contains 38854 members 
Mstep: Class 34 contains 6282 members 
Mstep: Class 35 contains 41288 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5445 members 
Mstep: Class 39 contains 8590 members 
Mstep: Class 40 contains 34147 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4543 members 
Mstep: Class 45 contains 4123 members 
Mstep: Class 46 contains 29170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787388.000000 Penalty: 98713.132812
Iteration 248Q: 47 clusters Score -4.978739e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34867 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 21682 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 19065 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48680 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12607 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23876 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1296 members 
Mstep: Class 24 contains 4068 members 
Mstep: Class 25 contains 22459 members 
Mstep: Class 26 contains 8144 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 15081 members 
Mstep: Class 29 contains 35889 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 36898 members 
Mstep: Class 32 contains 2372 members 
Mstep: Class 33 contains 38800 members 
Mstep: Class 34 contains 6279 members 
Mstep: Class 35 contains 41269 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5447 members 
Mstep: Class 39 contains 8591 members 
Mstep: Class 40 contains 35076 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4542 members 
Mstep: Class 45 contains 4103 members 
Mstep: Class 46 contains 29152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788124.000000 Penalty: 98713.132812
Iteration 249Q: 47 clusters Score -4.978812e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34852 members 
Mstep: Class 9 contains 5624 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 8538 members 
Mstep: Class 13 contains 21735 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 19056 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48565 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23862 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1297 members 
Mstep: Class 24 contains 4068 members 
Mstep: Class 25 contains 22431 members 
Mstep: Class 26 contains 8145 members 
Mstep: Class 27 contains 879 members 
Mstep: Class 28 contains 15089 members 
Mstep: Class 29 contains 34889 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 36901 members 
Mstep: Class 32 contains 2376 members 
Mstep: Class 33 contains 38752 members 
Mstep: Class 34 contains 6277 members 
Mstep: Class 35 contains 41262 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5448 members 
Mstep: Class 39 contains 8592 members 
Mstep: Class 40 contains 36204 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4543 members 
Mstep: Class 45 contains 4091 members 
Mstep: Class 46 contains 29178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788444.000000 Penalty: 98713.132812
Iteration 250Q: 47 clusters Score -4.978844e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34838 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 8521 members 
Mstep: Class 13 contains 21793 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 19043 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 48509 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12743 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23843 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1296 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 22417 members 
Mstep: Class 26 contains 8147 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 15107 members 
Mstep: Class 29 contains 33746 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 36909 members 
Mstep: Class 32 contains 2381 members 
Mstep: Class 33 contains 38721 members 
Mstep: Class 34 contains 6279 members 
Mstep: Class 35 contains 41235 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5446 members 
Mstep: Class 39 contains 8594 members 
Mstep: Class 40 contains 37330 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4542 members 
Mstep: Class 45 contains 4087 members 
Mstep: Class 46 contains 29268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788632.000000 Penalty: 98713.132812
Iteration 251Q: 47 clusters Score -4.978863e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34821 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 8502 members 
Mstep: Class 13 contains 21828 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 19033 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48530 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12810 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23866 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1294 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 22396 members 
Mstep: Class 26 contains 8148 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15120 members 
Mstep: Class 29 contains 32433 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 36916 members 
Mstep: Class 32 contains 2386 members 
Mstep: Class 33 contains 38676 members 
Mstep: Class 34 contains 6279 members 
Mstep: Class 35 contains 41212 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5445 members 
Mstep: Class 39 contains 8596 members 
Mstep: Class 40 contains 38448 members 
Mstep: Class 41 contains 3561 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4087 members 
Mstep: Class 46 contains 29442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787832.000000 Penalty: 98713.132812
Iteration 252Q: 47 clusters Score -4.978783e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34803 members 
Mstep: Class 9 contains 5639 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 8463 members 
Mstep: Class 13 contains 21885 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 19021 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48620 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12897 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1294 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15130 members 
Mstep: Class 29 contains 31013 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 36924 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 38617 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 41187 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5447 members 
Mstep: Class 39 contains 8596 members 
Mstep: Class 40 contains 39478 members 
Mstep: Class 41 contains 3560 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4085 members 
Mstep: Class 46 contains 29702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786760.000000 Penalty: 98713.132812
Iteration 253Q: 47 clusters Score -4.978676e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34789 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 21956 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 19003 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 48701 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 12990 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23969 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1294 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 22337 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15143 members 
Mstep: Class 29 contains 29787 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 36934 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38559 members 
Mstep: Class 34 contains 6282 members 
Mstep: Class 35 contains 41177 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5448 members 
Mstep: Class 39 contains 8596 members 
Mstep: Class 40 contains 40240 members 
Mstep: Class 41 contains 3560 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4541 members 
Mstep: Class 45 contains 4091 members 
Mstep: Class 46 contains 29988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785792.000000 Penalty: 98713.132812
Iteration 254Q: 47 clusters Score -4.978579e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34776 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 21997 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 18987 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 48789 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24044 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1294 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 22288 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15163 members 
Mstep: Class 29 contains 29016 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 36933 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 38499 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 41162 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5449 members 
Mstep: Class 39 contains 8598 members 
Mstep: Class 40 contains 40531 members 
Mstep: Class 41 contains 3560 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4541 members 
Mstep: Class 45 contains 4098 members 
Mstep: Class 46 contains 30280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785236.000000 Penalty: 98713.132812
Iteration 255Q: 47 clusters Score -4.978524e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34772 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 13 contains 22042 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 18979 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 48885 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13211 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24102 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 4065 members 
Mstep: Class 25 contains 22235 members 
Mstep: Class 26 contains 8148 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15190 members 
Mstep: Class 29 contains 28653 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 36931 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 38451 members 
Mstep: Class 34 contains 6274 members 
Mstep: Class 35 contains 41145 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5453 members 
Mstep: Class 39 contains 8599 members 
Mstep: Class 40 contains 40469 members 
Mstep: Class 41 contains 3560 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4114 members 
Mstep: Class 46 contains 30496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785028.000000 Penalty: 98713.132812
Iteration 256Q: 47 clusters Score -4.978503e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34797 members 
Mstep: Class 9 contains 5643 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 8319 members 
Mstep: Class 13 contains 22079 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 18970 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 48968 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24136 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 22168 members 
Mstep: Class 26 contains 8146 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15203 members 
Mstep: Class 29 contains 28684 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 36932 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 38403 members 
Mstep: Class 34 contains 6269 members 
Mstep: Class 35 contains 41136 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5453 members 
Mstep: Class 39 contains 8600 members 
Mstep: Class 40 contains 40120 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4123 members 
Mstep: Class 46 contains 30670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785056.000000 Penalty: 98713.132812
Iteration 257Q: 47 clusters Score -4.978506e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34833 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 18959 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 49052 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13394 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24152 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 22094 members 
Mstep: Class 26 contains 8147 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15214 members 
Mstep: Class 29 contains 29001 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 36932 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 38373 members 
Mstep: Class 34 contains 6270 members 
Mstep: Class 35 contains 41122 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8600 members 
Mstep: Class 40 contains 39595 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1933 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4125 members 
Mstep: Class 46 contains 30772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785352.000000 Penalty: 98713.132812
Iteration 258Q: 47 clusters Score -4.978535e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34844 members 
Mstep: Class 9 contains 5648 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 8246 members 
Mstep: Class 13 contains 22113 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 18954 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 49079 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24146 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1297 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 22013 members 
Mstep: Class 26 contains 8147 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15230 members 
Mstep: Class 29 contains 29551 members 
Mstep: Class 30 contains 1652 members 
Mstep: Class 31 contains 36936 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 38345 members 
Mstep: Class 34 contains 6267 members 
Mstep: Class 35 contains 41112 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5453 members 
Mstep: Class 39 contains 8602 members 
Mstep: Class 40 contains 38968 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1934 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4134 members 
Mstep: Class 46 contains 30808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785572.000000 Penalty: 98713.132812
Iteration 259Q: 47 clusters Score -4.978557e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34865 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 22122 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 18949 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 49084 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24134 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1298 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 21925 members 
Mstep: Class 26 contains 8146 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15245 members 
Mstep: Class 29 contains 30264 members 
Mstep: Class 30 contains 1652 members 
Mstep: Class 31 contains 36935 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 38330 members 
Mstep: Class 34 contains 6264 members 
Mstep: Class 35 contains 41105 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8603 members 
Mstep: Class 40 contains 38284 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4538 members 
Mstep: Class 45 contains 4140 members 
Mstep: Class 46 contains 30793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786248.000000 Penalty: 98713.132812
Iteration 260F: 47 clusters Score -4.978625e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34890 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 8180 members 
Mstep: Class 13 contains 22121 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49069 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13643 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24113 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1300 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 21844 members 
Mstep: Class 26 contains 8139 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15263 members 
Mstep: Class 29 contains 31109 members 
Mstep: Class 30 contains 1652 members 
Mstep: Class 31 contains 36941 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38307 members 
Mstep: Class 34 contains 6263 members 
Mstep: Class 35 contains 41101 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 8605 members 
Mstep: Class 40 contains 37569 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1936 members 
Mstep: Class 44 contains 4538 members 
Mstep: Class 45 contains 4147 members 
Mstep: Class 46 contains 30703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786596.000000 Penalty: 98713.132812
Iteration 261Q: 47 clusters Score -4.97866e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34902 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 8148 members 
Mstep: Class 13 contains 22138 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49031 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24094 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1300 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 21767 members 
Mstep: Class 26 contains 8137 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15278 members 
Mstep: Class 29 contains 31994 members 
Mstep: Class 30 contains 1652 members 
Mstep: Class 31 contains 36948 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38284 members 
Mstep: Class 34 contains 6264 members 
Mstep: Class 35 contains 41096 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1114 members 
Mstep: Class 38 contains 5457 members 
Mstep: Class 39 contains 8605 members 
Mstep: Class 40 contains 36890 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1936 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4150 members 
Mstep: Class 46 contains 30571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787124.000000 Penalty: 98713.132812
Iteration 262Q: 47 clusters Score -4.978712e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3534 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34909 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 6131 members 
Mstep: Class 12 contains 8124 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 18934 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48984 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13774 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24074 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 21715 members 
Mstep: Class 26 contains 8137 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15300 members 
Mstep: Class 29 contains 32921 members 
Mstep: Class 30 contains 1652 members 
Mstep: Class 31 contains 36950 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38256 members 
Mstep: Class 34 contains 6260 members 
Mstep: Class 35 contains 41091 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 8605 members 
Mstep: Class 40 contains 36174 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1939 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4155 members 
Mstep: Class 46 contains 30435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787252.000000 Penalty: 98713.132812
Iteration 263Q: 47 clusters Score -4.978725e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34916 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 8116 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 18928 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48924 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13825 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 24039 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 21670 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15311 members 
Mstep: Class 29 contains 33841 members 
Mstep: Class 30 contains 1652 members 
Mstep: Class 31 contains 36954 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38244 members 
Mstep: Class 34 contains 6256 members 
Mstep: Class 35 contains 41077 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 8603 members 
Mstep: Class 40 contains 35511 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1940 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4154 members 
Mstep: Class 46 contains 30283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787516.000000 Penalty: 98713.132812
Iteration 264Q: 47 clusters Score -4.978752e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34928 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 8101 members 
Mstep: Class 13 contains 22174 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 18913 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48868 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13872 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23997 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 21624 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15317 members 
Mstep: Class 29 contains 34728 members 
Mstep: Class 30 contains 1651 members 
Mstep: Class 31 contains 36967 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38242 members 
Mstep: Class 34 contains 6254 members 
Mstep: Class 35 contains 41071 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5458 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 34912 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1940 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4151 members 
Mstep: Class 46 contains 30106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788276.000000 Penalty: 98713.132812
Iteration 265Q: 47 clusters Score -4.978828e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34933 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 8093 members 
Mstep: Class 13 contains 22176 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 18907 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48826 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13929 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23955 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 21579 members 
Mstep: Class 26 contains 8137 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15327 members 
Mstep: Class 29 contains 35685 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 36973 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38230 members 
Mstep: Class 34 contains 6251 members 
Mstep: Class 35 contains 41058 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8603 members 
Mstep: Class 40 contains 34229 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1939 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4156 members 
Mstep: Class 46 contains 29926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788788.000000 Penalty: 98713.132812
Iteration 266Q: 47 clusters Score -4.978879e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34944 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 8081 members 
Mstep: Class 13 contains 22174 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 18907 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48760 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 13974 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23910 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 21544 members 
Mstep: Class 26 contains 8139 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15338 members 
Mstep: Class 29 contains 36776 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 36968 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 38233 members 
Mstep: Class 34 contains 6248 members 
Mstep: Class 35 contains 41052 members 
Mstep: Class 36 contains 1480 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 33431 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1936 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4164 members 
Mstep: Class 46 contains 29744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788524.000000 Penalty: 98713.132812
Iteration 267Q: 47 clusters Score -4.978852e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34940 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 8063 members 
Mstep: Class 13 contains 22171 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 18904 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48734 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14020 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23850 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 21513 members 
Mstep: Class 26 contains 8133 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15355 members 
Mstep: Class 29 contains 38110 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 36969 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38234 members 
Mstep: Class 34 contains 6244 members 
Mstep: Class 35 contains 41050 members 
Mstep: Class 36 contains 1480 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8603 members 
Mstep: Class 40 contains 32347 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4182 members 
Mstep: Class 46 contains 29567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788192.000000 Penalty: 98713.132812
Iteration 268Q: 47 clusters Score -4.978819e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34946 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 8046 members 
Mstep: Class 13 contains 22160 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 18902 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48742 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14063 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23822 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 21476 members 
Mstep: Class 26 contains 8134 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15373 members 
Mstep: Class 29 contains 39471 members 
Mstep: Class 30 contains 1644 members 
Mstep: Class 31 contains 36976 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 38221 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 41045 members 
Mstep: Class 36 contains 1480 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8601 members 
Mstep: Class 40 contains 31113 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4203 members 
Mstep: Class 46 contains 29422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786836.000000 Penalty: 98713.132812
Iteration 269Q: 47 clusters Score -4.978684e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34957 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 8033 members 
Mstep: Class 13 contains 22152 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 18898 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48865 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14117 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23799 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1299 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 21427 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 15381 members 
Mstep: Class 29 contains 40545 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 36991 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 38223 members 
Mstep: Class 34 contains 6242 members 
Mstep: Class 35 contains 41039 members 
Mstep: Class 36 contains 1480 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8602 members 
Mstep: Class 40 contains 29981 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4232 members 
Mstep: Class 46 contains 29309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785436.000000 Penalty: 98713.132812
Iteration 270Q: 47 clusters Score -4.978544e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34967 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 22142 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 18895 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49079 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14169 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23788 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1299 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 21385 members 
Mstep: Class 26 contains 8127 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 41202 members 
Mstep: Class 30 contains 1639 members 
Mstep: Class 31 contains 37001 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 38219 members 
Mstep: Class 34 contains 6236 members 
Mstep: Class 35 contains 41029 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8601 members 
Mstep: Class 40 contains 29116 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1937 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4264 members 
Mstep: Class 46 contains 29251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784524.000000 Penalty: 98713.132812
Iteration 271Q: 47 clusters Score -4.978452e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34973 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 18892 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23767 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1298 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 21345 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 41463 members 
Mstep: Class 30 contains 1638 members 
Mstep: Class 31 contains 37014 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 38220 members 
Mstep: Class 34 contains 6235 members 
Mstep: Class 35 contains 41023 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8603 members 
Mstep: Class 40 contains 28697 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4296 members 
Mstep: Class 46 contains 29201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783680.000000 Penalty: 98713.132812
Iteration 272Q: 47 clusters Score -4.978368e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34970 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 7978 members 
Mstep: Class 13 contains 22161 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 18884 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49293 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23748 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 21301 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15407 members 
Mstep: Class 29 contains 41379 members 
Mstep: Class 30 contains 1637 members 
Mstep: Class 31 contains 37029 members 
Mstep: Class 32 contains 2392 members 
Mstep: Class 33 contains 38223 members 
Mstep: Class 34 contains 6235 members 
Mstep: Class 35 contains 41020 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8606 members 
Mstep: Class 40 contains 28699 members 
Mstep: Class 41 contains 3562 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4317 members 
Mstep: Class 46 contains 29157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783272.000000 Penalty: 98713.132812
Iteration 273Q: 47 clusters Score -4.978327e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 5445 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34975 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 7964 members 
Mstep: Class 13 contains 22181 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 18875 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49334 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14336 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23737 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 21259 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15416 members 
Mstep: Class 29 contains 41038 members 
Mstep: Class 30 contains 1635 members 
Mstep: Class 31 contains 37037 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38232 members 
Mstep: Class 34 contains 6233 members 
Mstep: Class 35 contains 41011 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8607 members 
Mstep: Class 40 contains 28995 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4322 members 
Mstep: Class 46 contains 29132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783632.000000 Penalty: 98713.132812
Iteration 274Q: 47 clusters Score -4.978363e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34967 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 22206 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49340 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14403 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23715 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 21230 members 
Mstep: Class 26 contains 8118 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 40582 members 
Mstep: Class 30 contains 1635 members 
Mstep: Class 31 contains 37040 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38232 members 
Mstep: Class 34 contains 6234 members 
Mstep: Class 35 contains 41001 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 29470 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1936 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4328 members 
Mstep: Class 46 contains 29108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783936.000000 Penalty: 98713.132812
Iteration 275Q: 47 clusters Score -4.978394e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34964 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6124 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 15 contains 18862 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49312 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14458 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23683 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 21201 members 
Mstep: Class 26 contains 8115 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 40044 members 
Mstep: Class 30 contains 1633 members 
Mstep: Class 31 contains 37044 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38227 members 
Mstep: Class 34 contains 6233 members 
Mstep: Class 35 contains 40999 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 30092 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1936 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4329 members 
Mstep: Class 46 contains 29095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784248.000000 Penalty: 98713.132812
Iteration 276Q: 47 clusters Score -4.978425e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34965 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 7909 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 18855 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49245 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14514 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23654 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 21154 members 
Mstep: Class 26 contains 8116 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15448 members 
Mstep: Class 29 contains 39426 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 37060 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38220 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 40997 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8600 members 
Mstep: Class 40 contains 30827 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1936 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4331 members 
Mstep: Class 46 contains 29081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784756.000000 Penalty: 98713.132812
Iteration 277Q: 47 clusters Score -4.978476e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34967 members 
Mstep: Class 9 contains 5660 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6122 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 22216 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49188 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14567 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23597 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 21120 members 
Mstep: Class 26 contains 8115 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15461 members 
Mstep: Class 29 contains 38764 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38212 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 40990 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8602 members 
Mstep: Class 40 contains 31611 members 
Mstep: Class 41 contains 3563 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1936 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4329 members 
Mstep: Class 46 contains 29098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785368.000000 Penalty: 98713.132812
Iteration 278Q: 47 clusters Score -4.978537e+07 nChanged 1683
Entering ConstructFrom: 
Score: -49785368.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (19292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Entering Unmasked Estep 
Score: -1851679.125000 Penalty: 1603.459961
	Iteration 0F: 2 clusters Score -1851679 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 9664 members 
Entering Unmasked Estep 
Score: -1838601.625000 Penalty: 3206.919922
	Iteration 0F: 3 clusters Score -1838602 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1843591.500000 Penalty: 3206.919922
	Iteration 1F: 3 clusters Score -1843592 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1844245.000000 Penalty: 3206.919922
	Iteration 2F: 3 clusters Score -1844245 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1844874.375000 Penalty: 3206.919922
	Iteration 3F: 3 clusters Score -1844874 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1845498.125000 Penalty: 3206.919922
	Iteration 4F: 3 clusters Score -1845498 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1846094.750000 Penalty: 3206.919922
	Iteration 5F: 3 clusters Score -1846095 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1846687.250000 Penalty: 3206.919922
	Iteration 6F: 3 clusters Score -1846687 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1847274.500000 Penalty: 3206.919922
	Iteration 7F: 3 clusters Score -1847274 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1847803.875000 Penalty: 3206.919922
	Iteration 8Q: 3 clusters Score -1847804 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1848341.000000 Penalty: 3206.919922
	Iteration 9Q: 3 clusters Score -1848341 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1848858.500000 Penalty: 3206.919922
	Iteration 10Q: 3 clusters Score -1848858 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1849282.125000 Penalty: 3206.919922
	Iteration 11Q: 3 clusters Score -1849282 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1849597.125000 Penalty: 3206.919922
	Iteration 12Q: 3 clusters Score -1849597 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1849803.375000 Penalty: 3206.919922
	Iteration 13Q: 3 clusters Score -1849803 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1849940.625000 Penalty: 3206.919922
	Iteration 14Q: 3 clusters Score -1849941 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1850033.500000 Penalty: 3206.919922
	Iteration 15Q: 3 clusters Score -1850034 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1850120.000000 Penalty: 3206.919922
	Iteration 16Q: 3 clusters Score -1850120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1850184.000000 Penalty: 3206.919922
	Iteration 17Q: 3 clusters Score -1850184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1850216.875000 Penalty: 3206.919922
	Iteration 18Q: 3 clusters Score -1850217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1850233.750000 Penalty: 3206.919922
	Iteration 19Q: 3 clusters Score -1850234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1850250.750000 Penalty: 3206.919922
	Iteration 20F: 3 clusters Score -1850251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1850261.000000 Penalty: 3206.919922
	Iteration 21Q: 3 clusters Score -1850261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1850265.500000 Penalty: 3206.919922
	Iteration 22Q: 3 clusters Score -1850266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1850276.000000 Penalty: 3206.919922
	Iteration 23Q: 3 clusters Score -1850276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1850283.000000 Penalty: 3206.919922
	Iteration 24Q: 3 clusters Score -1850283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1850298.250000 Penalty: 3206.919922
	Iteration 25Q: 3 clusters Score -1850298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1850314.500000 Penalty: 3206.919922
	Iteration 26Q: 3 clusters Score -1850314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1850320.375000 Penalty: 3206.919922
	Iteration 27Q: 3 clusters Score -1850320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1850325.250000 Penalty: 3206.919922
	Iteration 28Q: 3 clusters Score -1850325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1850331.375000 Penalty: 3206.919922
	Iteration 29Q: 3 clusters Score -1850331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1850343.750000 Penalty: 3206.919922
	Iteration 30Q: 3 clusters Score -1850344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1850358.250000 Penalty: 3206.919922
	Iteration 31Q: 3 clusters Score -1850358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1850363.125000 Penalty: 3206.919922
	Iteration 32Q: 3 clusters Score -1850363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1850368.375000 Penalty: 3206.919922
	Iteration 33Q: 3 clusters Score -1850368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1850377.875000 Penalty: 3206.919922
	Iteration 34Q: 3 clusters Score -1850378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1850376.375000 Penalty: 3206.919922
	Iteration 35Q: 3 clusters Score -1850376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -1850379.625000 Penalty: 3206.919922
	Iteration 36Q: 3 clusters Score -1850380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1850386.500000 Penalty: 3206.919922
	Iteration 37Q: 3 clusters Score -1850386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1850387.375000 Penalty: 3206.919922
	Iteration 38Q: 3 clusters Score -1850387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1850389.625000 Penalty: 3206.919922
	Iteration 39Q: 3 clusters Score -1850390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1850393.750000 Penalty: 3206.919922
	Iteration 40F: 3 clusters Score -1850394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1850395.250000 Penalty: 3206.919922
	Iteration 41Q: 3 clusters Score -1850395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -1850396.250000 Penalty: 3206.919922
	Iteration 42Q: 3 clusters Score -1850396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1850399.750000 Penalty: 3206.919922
	Iteration 43Q: 3 clusters Score -1850400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1850404.375000 Penalty: 3206.919922
	Iteration 44Q: 3 clusters Score -1850404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1850407.000000 Penalty: 3206.919922
	Iteration 45Q: 3 clusters Score -1850407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1850409.750000 Penalty: 3206.919922
	Iteration 46Q: 3 clusters Score -1850410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1850411.875000 Penalty: 3206.919922
	Iteration 47Q: 3 clusters Score -1850412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1850413.375000 Penalty: 3206.919922
	Iteration 48Q: 3 clusters Score -1850413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1850418.500000 Penalty: 3206.919922
	Iteration 49Q: 3 clusters Score -1850418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1850422.750000 Penalty: 3206.919922
	Iteration 50Q: 3 clusters Score -1850423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1850422.375000 Penalty: 3206.919922
	Iteration 51Q: 3 clusters Score -1850422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1850424.875000 Penalty: 3206.919922
	Iteration 52Q: 3 clusters Score -1850425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1850427.625000 Penalty: 3206.919922
	Iteration 53Q: 3 clusters Score -1850428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1850428.500000 Penalty: 3206.919922
	Iteration 54Q: 3 clusters Score -1850428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1850426.875000 Penalty: 3206.919922
	Iteration 55Q: 3 clusters Score -1850427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1850430.875000 Penalty: 3206.919922
	Iteration 56Q: 3 clusters Score -1850431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1850433.625000 Penalty: 3206.919922
	Iteration 57Q: 3 clusters Score -1850434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1850437.500000 Penalty: 3206.919922
	Iteration 58Q: 3 clusters Score -1850438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -1850441.250000 Penalty: 3206.919922
	Iteration 59Q: 3 clusters Score -1850441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1850442.500000 Penalty: 3206.919922
	Iteration 60F: 3 clusters Score -1850442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1850445.000000 Penalty: 3206.919922
	Iteration 61Q: 3 clusters Score -1850445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1850446.750000 Penalty: 3206.919922
	Iteration 62Q: 3 clusters Score -1850447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1850450.125000 Penalty: 3206.919922
	Iteration 63Q: 3 clusters Score -1850450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1850452.000000 Penalty: 3206.919922
	Iteration 64Q: 3 clusters Score -1850452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1850452.000000 Penalty: 3206.919922
	Iteration 65Q: 3 clusters Score -1850452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -1850449.375000 Penalty: 3206.919922
	Iteration 66Q: 3 clusters Score -1850449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1850449.625000 Penalty: 3206.919922
	Iteration 67Q: 3 clusters Score -1850450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1850451.625000 Penalty: 3206.919922
	Iteration 68Q: 3 clusters Score -1850452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1850451.625000 Penalty: 3206.919922
	Iteration 69F: 3 clusters Score -1850452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -119500.742188 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -119500.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117862.320312 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -117862.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -118263.179688 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -118263.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -118367.476562 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -118367.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -118428.882812 Penalty: 2330.788330
	Iteration 3Q: 3 clusters Score -118428.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -118483.898438 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -118483.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -118528.453125 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -118528.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -118569.750000 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -118569.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -118605.648438 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -118605.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -118637.234375 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -118637.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -118671.179688 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -118671.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -118705.687500 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -118705.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -118750.382812 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -118750.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -118786.921875 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -118786.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -118810.179688 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -118810.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -118829.375000 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -118829.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -118842.226562 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -118842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -118848.671875 Penalty: 2330.788330
	Iteration 16Q: 3 clusters Score -118848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -118856.726562 Penalty: 2330.788330
	Iteration 17Q: 3 clusters Score -118856.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -118862.820312 Penalty: 2330.788330
	Iteration 18Q: 3 clusters Score -118862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -118864.851562 Penalty: 2330.788330
	Iteration 19Q: 3 clusters Score -118864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -118865.476562 Penalty: 2330.788330
	Iteration 20F: 3 clusters Score -118865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -181973.312500 Penalty: 1257.291748
	Iteration 0F: 2 clusters Score -181973.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -179747.921875 Penalty: 2514.583496
	Iteration 0F: 3 clusters Score -179747.9 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -180431.625000 Penalty: 2514.583496
	Iteration 1F: 3 clusters Score -180431.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -180784.328125 Penalty: 2514.583496
	Iteration 2F: 3 clusters Score -180784.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -181126.546875 Penalty: 2514.583496
	Iteration 3F: 3 clusters Score -181126.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -181470.859375 Penalty: 2514.583496
	Iteration 4F: 3 clusters Score -181470.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -181790.937500 Penalty: 2514.583496
	Iteration 5F: 3 clusters Score -181790.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -182025.796875 Penalty: 2514.583496
	Iteration 6F: 3 clusters Score -182025.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -182129.484375 Penalty: 2514.583496
	Iteration 7Q: 3 clusters Score -182129.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -182168.781250 Penalty: 2514.583496
	Iteration 8Q: 3 clusters Score -182168.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -182186.234375 Penalty: 2514.583496
	Iteration 9Q: 3 clusters Score -182186.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -182201.781250 Penalty: 2514.583496
	Iteration 10Q: 3 clusters Score -182201.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -182216.125000 Penalty: 2514.583496
	Iteration 11Q: 3 clusters Score -182216.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -182229.812500 Penalty: 2514.583496
	Iteration 12Q: 3 clusters Score -182229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -182237.296875 Penalty: 2514.583496
	Iteration 13Q: 3 clusters Score -182237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -182240.828125 Penalty: 2514.583496
	Iteration 14Q: 3 clusters Score -182240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -182241.828125 Penalty: 2514.583496
	Iteration 15Q: 3 clusters Score -182241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -182241.828125 Penalty: 2514.583496
	Iteration 16Q: 3 clusters Score -182241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -182242.265625 Penalty: 2514.583496
	Iteration 17Q: 3 clusters Score -182242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -182242.515625 Penalty: 2514.583496
	Iteration 18Q: 3 clusters Score -182242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -182242.515625 Penalty: 2514.583496
	Iteration 19F: 3 clusters Score -182242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 866 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34969 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 18843 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49107 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23536 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 21089 members 
Mstep: Class 26 contains 8114 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 38107 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 37078 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38218 members 
Mstep: Class 34 contains 6231 members 
Mstep: Class 35 contains 40979 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 32423 members 
Mstep: Class 41 contains 3564 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4314 members 
Mstep: Class 46 contains 29095 members 
Mstep: Class 47 contains 1426 members 
Entering Unmasked Estep 
Score: -49785116.000000 Penalty: 100859.070312
Splitting cluster 3 changes total score from -49785368.000000 to -49785116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Entering Unmasked Estep 
Score: -338772.781250 Penalty: 1331.562256
	Iteration 0F: 2 clusters Score -338772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -335616.000000 Penalty: 2663.124512
	Iteration 0F: 3 clusters Score -335616 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -336400.343750 Penalty: 2663.124512
	Iteration 1F: 3 clusters Score -336400.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -336538.437500 Penalty: 2663.124512
	Iteration 2F: 3 clusters Score -336538.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -336632.625000 Penalty: 2663.124512
	Iteration 3F: 3 clusters Score -336632.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -336684.875000 Penalty: 2663.124512
	Iteration 4Q: 3 clusters Score -336684.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -336730.718750 Penalty: 2663.124512
	Iteration 5Q: 3 clusters Score -336730.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -336767.375000 Penalty: 2663.124512
	Iteration 6Q: 3 clusters Score -336767.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -336800.656250 Penalty: 2663.124512
	Iteration 7Q: 3 clusters Score -336800.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -336832.093750 Penalty: 2663.124512
	Iteration 8Q: 3 clusters Score -336832.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -336856.093750 Penalty: 2663.124512
	Iteration 9Q: 3 clusters Score -336856.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -336873.312500 Penalty: 2663.124512
	Iteration 10Q: 3 clusters Score -336873.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -336886.250000 Penalty: 2663.124512
	Iteration 11Q: 3 clusters Score -336886.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -336897.687500 Penalty: 2663.124512
	Iteration 12Q: 3 clusters Score -336897.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -336908.718750 Penalty: 2663.124512
	Iteration 13Q: 3 clusters Score -336908.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -336923.562500 Penalty: 2663.124512
	Iteration 14Q: 3 clusters Score -336923.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -336935.218750 Penalty: 2663.124512
	Iteration 15Q: 3 clusters Score -336935.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -336943.437500 Penalty: 2663.124512
	Iteration 16Q: 3 clusters Score -336943.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -336952.812500 Penalty: 2663.124512
	Iteration 17Q: 3 clusters Score -336952.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -336957.843750 Penalty: 2663.124512
	Iteration 18Q: 3 clusters Score -336957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -336961.312500 Penalty: 2663.124512
	Iteration 19Q: 3 clusters Score -336961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -336963.500000 Penalty: 2663.124512
	Iteration 20F: 3 clusters Score -336963.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -336967.343750 Penalty: 2663.124512
	Iteration 21Q: 3 clusters Score -336967.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -336973.406250 Penalty: 2663.124512
	Iteration 22Q: 3 clusters Score -336973.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -336984.843750 Penalty: 2663.124512
	Iteration 23Q: 3 clusters Score -336984.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -336996.593750 Penalty: 2663.124512
	Iteration 24Q: 3 clusters Score -336996.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -337001.500000 Penalty: 2663.124512
	Iteration 25Q: 3 clusters Score -337001.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -337004.500000 Penalty: 2663.124512
	Iteration 26Q: 3 clusters Score -337004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -337006.062500 Penalty: 2663.124512
	Iteration 27Q: 3 clusters Score -337006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -337007.031250 Penalty: 2663.124512
	Iteration 28Q: 3 clusters Score -337007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -337007.593750 Penalty: 2663.124512
	Iteration 29Q: 3 clusters Score -337007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -337008.125000 Penalty: 2663.124512
	Iteration 30Q: 3 clusters Score -337008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -337009.312500 Penalty: 2663.124512
	Iteration 31Q: 3 clusters Score -337009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -337009.656250 Penalty: 2663.124512
	Iteration 32Q: 3 clusters Score -337009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -337010.656250 Penalty: 2663.124512
	Iteration 33Q: 3 clusters Score -337010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -337011.937500 Penalty: 2663.124512
	Iteration 34Q: 3 clusters Score -337011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -337013.937500 Penalty: 2663.124512
	Iteration 35Q: 3 clusters Score -337013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -337016.468750 Penalty: 2663.124512
	Iteration 36Q: 3 clusters Score -337016.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -337020.281250 Penalty: 2663.124512
	Iteration 37Q: 3 clusters Score -337020.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -337023.812500 Penalty: 2663.124512
	Iteration 38Q: 3 clusters Score -337023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -337026.375000 Penalty: 2663.124512
	Iteration 39Q: 3 clusters Score -337026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -337027.406250 Penalty: 2663.124512
	Iteration 40F: 3 clusters Score -337027.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -337030.375000 Penalty: 2663.124512
	Iteration 41Q: 3 clusters Score -337030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -337031.718750 Penalty: 2663.124512
	Iteration 42Q: 3 clusters Score -337031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -337032.687500 Penalty: 2663.124512
	Iteration 43Q: 3 clusters Score -337032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -337034.843750 Penalty: 2663.124512
	Iteration 44Q: 3 clusters Score -337034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -337036.000000 Penalty: 2663.124512
	Iteration 45Q: 3 clusters Score -337036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -337036.875000 Penalty: 2663.124512
	Iteration 46Q: 3 clusters Score -337036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -337039.625000 Penalty: 2663.124512
	Iteration 47Q: 3 clusters Score -337039.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -337042.000000 Penalty: 2663.124512
	Iteration 48Q: 3 clusters Score -337042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -337045.062500 Penalty: 2663.124512
	Iteration 49Q: 3 clusters Score -337045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -337048.812500 Penalty: 2663.124512
	Iteration 50Q: 3 clusters Score -337048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -337053.125000 Penalty: 2663.124512
	Iteration 51Q: 3 clusters Score -337053.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -337059.968750 Penalty: 2663.124512
	Iteration 52Q: 3 clusters Score -337060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -337063.093750 Penalty: 2663.124512
	Iteration 53Q: 3 clusters Score -337063.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -337071.187500 Penalty: 2663.124512
	Iteration 54Q: 3 clusters Score -337071.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -337087.187500 Penalty: 2663.124512
	Iteration 55Q: 3 clusters Score -337087.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -337100.312500 Penalty: 2663.124512
	Iteration 56Q: 3 clusters Score -337100.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -337114.843750 Penalty: 2663.124512
	Iteration 57Q: 3 clusters Score -337114.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -337131.312500 Penalty: 2663.124512
	Iteration 58Q: 3 clusters Score -337131.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -337147.656250 Penalty: 2663.124512
	Iteration 59Q: 3 clusters Score -337147.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -337167.156250 Penalty: 2663.124512
	Iteration 60F: 3 clusters Score -337167.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -337195.406250 Penalty: 2663.124512
	Iteration 61Q: 3 clusters Score -337195.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -337224.500000 Penalty: 2663.124512
	Iteration 62Q: 3 clusters Score -337224.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -337248.468750 Penalty: 2663.124512
	Iteration 63Q: 3 clusters Score -337248.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -337273.156250 Penalty: 2663.124512
	Iteration 64Q: 3 clusters Score -337273.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -337294.781250 Penalty: 2663.124512
	Iteration 65Q: 3 clusters Score -337294.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -337317.000000 Penalty: 2663.124512
	Iteration 66Q: 3 clusters Score -337317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -337342.218750 Penalty: 2663.124512
	Iteration 67Q: 3 clusters Score -337342.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -337362.437500 Penalty: 2663.124512
	Iteration 68Q: 3 clusters Score -337362.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -337384.375000 Penalty: 2663.124512
	Iteration 69Q: 3 clusters Score -337384.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -337407.250000 Penalty: 2663.124512
	Iteration 70Q: 3 clusters Score -337407.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -337418.468750 Penalty: 2663.124512
	Iteration 71Q: 3 clusters Score -337418.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -337426.406250 Penalty: 2663.124512
	Iteration 72Q: 3 clusters Score -337426.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -337436.093750 Penalty: 2663.124512
	Iteration 73Q: 3 clusters Score -337436.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -337444.218750 Penalty: 2663.124512
	Iteration 74Q: 3 clusters Score -337444.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -337457.562500 Penalty: 2663.124512
	Iteration 75Q: 3 clusters Score -337457.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -337470.937500 Penalty: 2663.124512
	Iteration 76Q: 3 clusters Score -337470.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -337478.406250 Penalty: 2663.124512
	Iteration 77Q: 3 clusters Score -337478.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -337486.812500 Penalty: 2663.124512
	Iteration 78Q: 3 clusters Score -337486.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -337492.468750 Penalty: 2663.124512
	Iteration 79Q: 3 clusters Score -337492.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -337496.156250 Penalty: 2663.124512
	Iteration 80F: 3 clusters Score -337496.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -337501.156250 Penalty: 2663.124512
	Iteration 81Q: 3 clusters Score -337501.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -337504.687500 Penalty: 2663.124512
	Iteration 82Q: 3 clusters Score -337504.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -337507.906250 Penalty: 2663.124512
	Iteration 83Q: 3 clusters Score -337507.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -337510.812500 Penalty: 2663.124512
	Iteration 84Q: 3 clusters Score -337510.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -337513.156250 Penalty: 2663.124512
	Iteration 85Q: 3 clusters Score -337513.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -337516.531250 Penalty: 2663.124512
	Iteration 86Q: 3 clusters Score -337516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -337518.187500 Penalty: 2663.124512
	Iteration 87Q: 3 clusters Score -337518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -337520.812500 Penalty: 2663.124512
	Iteration 88Q: 3 clusters Score -337520.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -337522.593750 Penalty: 2663.124512
	Iteration 89Q: 3 clusters Score -337522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -337523.968750 Penalty: 2663.124512
	Iteration 90Q: 3 clusters Score -337524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -337524.906250 Penalty: 2663.124512
	Iteration 91Q: 3 clusters Score -337524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -337524.906250 Penalty: 2663.124512
	Iteration 92F: 3 clusters Score -337524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -490839.843750 Penalty: 1397.838989
	Iteration 0F: 2 clusters Score -490839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -486552.500000 Penalty: 2795.677979
	Iteration 0F: 3 clusters Score -486552.5 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -487929.156250 Penalty: 2795.677979
	Iteration 1F: 3 clusters Score -487929.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -488359.906250 Penalty: 2795.677979
	Iteration 2F: 3 clusters Score -488359.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -488742.562500 Penalty: 2795.677979
	Iteration 3F: 3 clusters Score -488742.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -489040.750000 Penalty: 2795.677979
	Iteration 4F: 3 clusters Score -489040.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -489298.312500 Penalty: 2795.677979
	Iteration 5F: 3 clusters Score -489298.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -489494.062500 Penalty: 2795.677979
	Iteration 6Q: 3 clusters Score -489494.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -489707.437500 Penalty: 2795.677979
	Iteration 7Q: 3 clusters Score -489707.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -489906.250000 Penalty: 2795.677979
	Iteration 8Q: 3 clusters Score -489906.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -490091.875000 Penalty: 2795.677979
	Iteration 9Q: 3 clusters Score -490091.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -490345.843750 Penalty: 2795.677979
	Iteration 10Q: 3 clusters Score -490345.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -490653.218750 Penalty: 2795.677979
	Iteration 11Q: 3 clusters Score -490653.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -490908.437500 Penalty: 2795.677979
	Iteration 12Q: 3 clusters Score -490908.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -491127.562500 Penalty: 2795.677979
	Iteration 13Q: 3 clusters Score -491127.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -491269.062500 Penalty: 2795.677979
	Iteration 14Q: 3 clusters Score -491269.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -491318.125000 Penalty: 2795.677979
	Iteration 15Q: 3 clusters Score -491318.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -491334.468750 Penalty: 2795.677979
	Iteration 16Q: 3 clusters Score -491334.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -491339.437500 Penalty: 2795.677979
	Iteration 17Q: 3 clusters Score -491339.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -491342.531250 Penalty: 2795.677979
	Iteration 18Q: 3 clusters Score -491342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -491343.562500 Penalty: 2795.677979
	Iteration 19Q: 3 clusters Score -491343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -491351.718750 Penalty: 2795.677979
	Iteration 20F: 3 clusters Score -491351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -491351.750000 Penalty: 2795.677979
	Iteration 21Q: 3 clusters Score -491351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -491352.781250 Penalty: 2795.677979
	Iteration 22Q: 3 clusters Score -491352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -491353.500000 Penalty: 2795.677979
	Iteration 23Q: 3 clusters Score -491353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -491352.625000 Penalty: 2795.677979
	Iteration 24Q: 3 clusters Score -491352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -491352.625000 Penalty: 2795.677979
	Iteration 25F: 3 clusters Score -491352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34969 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 18843 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49107 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23536 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 21089 members 
Mstep: Class 26 contains 8114 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 38107 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 37078 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38218 members 
Mstep: Class 34 contains 6231 members 
Mstep: Class 35 contains 40979 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 32423 members 
Mstep: Class 41 contains 3564 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4314 members 
Mstep: Class 46 contains 29095 members 
Mstep: Class 47 contains 3577 members 
Entering Unmasked Estep 
Score: -49785492.000000 Penalty: 100859.070312
Splitting cluster 5 changes total score from -49785368.000000 to -49785492.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 6 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -435888.218750 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -435888.2 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 2443 members 
Entering Unmasked Estep 
Score: -431963.937500 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -431963.9 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -433016.593750 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -433016.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -433262.093750 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -433262.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -433510.531250 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -433510.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -433728.187500 Penalty: 2758.054443
	Iteration 4F: 3 clusters Score -433728.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -433928.250000 Penalty: 2758.054443
	Iteration 5F: 3 clusters Score -433928.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -434115.843750 Penalty: 2758.054443
	Iteration 6F: 3 clusters Score -434115.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -434282.593750 Penalty: 2758.054443
	Iteration 7F: 3 clusters Score -434282.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -434400.687500 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -434400.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -434482.937500 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -434482.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -434527.125000 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -434527.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -434559.281250 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -434559.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -434585.656250 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -434585.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -434603.937500 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -434603.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -434613.593750 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -434613.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -434621.375000 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -434621.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -434628.718750 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -434628.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -434635.343750 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -434635.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -434638.593750 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -434638.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -434643.781250 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -434643.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -434647.312500 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -434647.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -434650.531250 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -434650.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -434653.843750 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -434653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -434655.062500 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -434655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -434657.625000 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -434657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -434660.500000 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -434660.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -434663.250000 Penalty: 2758.054443
	Iteration 26Q: 3 clusters Score -434663.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -434665.906250 Penalty: 2758.054443
	Iteration 27Q: 3 clusters Score -434665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -434668.031250 Penalty: 2758.054443
	Iteration 28Q: 3 clusters Score -434668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -434669.250000 Penalty: 2758.054443
	Iteration 29Q: 3 clusters Score -434669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -434670.750000 Penalty: 2758.054443
	Iteration 30Q: 3 clusters Score -434670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -434671.875000 Penalty: 2758.054443
	Iteration 31Q: 3 clusters Score -434671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -434672.406250 Penalty: 2758.054443
	Iteration 32Q: 3 clusters Score -434672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -434673.625000 Penalty: 2758.054443
	Iteration 33Q: 3 clusters Score -434673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -434674.968750 Penalty: 2758.054443
	Iteration 34Q: 3 clusters Score -434675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -434675.937500 Penalty: 2758.054443
	Iteration 35Q: 3 clusters Score -434675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -434677.656250 Penalty: 2758.054443
	Iteration 36Q: 3 clusters Score -434677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -434680.250000 Penalty: 2758.054443
	Iteration 37Q: 3 clusters Score -434680.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -434681.593750 Penalty: 2758.054443
	Iteration 38Q: 3 clusters Score -434681.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -434685.093750 Penalty: 2758.054443
	Iteration 39Q: 3 clusters Score -434685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -434688.062500 Penalty: 2758.054443
	Iteration 40F: 3 clusters Score -434688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -434690.375000 Penalty: 2758.054443
	Iteration 41Q: 3 clusters Score -434690.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -434696.687500 Penalty: 2758.054443
	Iteration 42Q: 3 clusters Score -434696.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -434702.500000 Penalty: 2758.054443
	Iteration 43Q: 3 clusters Score -434702.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -434709.125000 Penalty: 2758.054443
	Iteration 44Q: 3 clusters Score -434709.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -434715.593750 Penalty: 2758.054443
	Iteration 45Q: 3 clusters Score -434715.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -434723.781250 Penalty: 2758.054443
	Iteration 46Q: 3 clusters Score -434723.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -434729.437500 Penalty: 2758.054443
	Iteration 47Q: 3 clusters Score -434729.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -434734.406250 Penalty: 2758.054443
	Iteration 48Q: 3 clusters Score -434734.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -434738.125000 Penalty: 2758.054443
	Iteration 49Q: 3 clusters Score -434738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -434741.437500 Penalty: 2758.054443
	Iteration 50Q: 3 clusters Score -434741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -434745.593750 Penalty: 2758.054443
	Iteration 51Q: 3 clusters Score -434745.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -434751.000000 Penalty: 2758.054443
	Iteration 52Q: 3 clusters Score -434751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -434752.343750 Penalty: 2758.054443
	Iteration 53Q: 3 clusters Score -434752.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -434757.531250 Penalty: 2758.054443
	Iteration 54Q: 3 clusters Score -434757.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -434758.343750 Penalty: 2758.054443
	Iteration 55Q: 3 clusters Score -434758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -434761.812500 Penalty: 2758.054443
	Iteration 56Q: 3 clusters Score -434761.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -434763.375000 Penalty: 2758.054443
	Iteration 57Q: 3 clusters Score -434763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -434765.531250 Penalty: 2758.054443
	Iteration 58Q: 3 clusters Score -434765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -434767.875000 Penalty: 2758.054443
	Iteration 59Q: 3 clusters Score -434767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -434769.812500 Penalty: 2758.054443
	Iteration 60F: 3 clusters Score -434769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -434770.562500 Penalty: 2758.054443
	Iteration 61Q: 3 clusters Score -434770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -434771.875000 Penalty: 2758.054443
	Iteration 62Q: 3 clusters Score -434771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -434774.125000 Penalty: 2758.054443
	Iteration 63Q: 3 clusters Score -434774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -434775.468750 Penalty: 2758.054443
	Iteration 64Q: 3 clusters Score -434775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -434776.468750 Penalty: 2758.054443
	Iteration 65Q: 3 clusters Score -434776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -434776.718750 Penalty: 2758.054443
	Iteration 66Q: 3 clusters Score -434776.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -434778.125000 Penalty: 2758.054443
	Iteration 67Q: 3 clusters Score -434778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -434779.281250 Penalty: 2758.054443
	Iteration 68Q: 3 clusters Score -434779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -434780.218750 Penalty: 2758.054443
	Iteration 69Q: 3 clusters Score -434780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -434780.968750 Penalty: 2758.054443
	Iteration 70Q: 3 clusters Score -434781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -434781.875000 Penalty: 2758.054443
	Iteration 71Q: 3 clusters Score -434781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -434782.500000 Penalty: 2758.054443
	Iteration 72Q: 3 clusters Score -434782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -434783.000000 Penalty: 2758.054443
	Iteration 73Q: 3 clusters Score -434783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -434783.343750 Penalty: 2758.054443
	Iteration 74Q: 3 clusters Score -434783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -434784.531250 Penalty: 2758.054443
	Iteration 75Q: 3 clusters Score -434784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -434786.250000 Penalty: 2758.054443
	Iteration 76Q: 3 clusters Score -434786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -434788.468750 Penalty: 2758.054443
	Iteration 77Q: 3 clusters Score -434788.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -434790.218750 Penalty: 2758.054443
	Iteration 78Q: 3 clusters Score -434790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -434792.937500 Penalty: 2758.054443
	Iteration 79Q: 3 clusters Score -434792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -434794.406250 Penalty: 2758.054443
	Iteration 80F: 3 clusters Score -434794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -434798.437500 Penalty: 2758.054443
	Iteration 81Q: 3 clusters Score -434798.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -434799.281250 Penalty: 2758.054443
	Iteration 82Q: 3 clusters Score -434799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -434800.031250 Penalty: 2758.054443
	Iteration 83Q: 3 clusters Score -434800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -434800.531250 Penalty: 2758.054443
	Iteration 84Q: 3 clusters Score -434800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -434801.906250 Penalty: 2758.054443
	Iteration 85Q: 3 clusters Score -434801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -434802.687500 Penalty: 2758.054443
	Iteration 86Q: 3 clusters Score -434802.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -434804.125000 Penalty: 2758.054443
	Iteration 87Q: 3 clusters Score -434804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -434806.156250 Penalty: 2758.054443
	Iteration 88Q: 3 clusters Score -434806.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -434807.281250 Penalty: 2758.054443
	Iteration 89Q: 3 clusters Score -434807.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -434808.875000 Penalty: 2758.054443
	Iteration 90Q: 3 clusters Score -434808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -434811.281250 Penalty: 2758.054443
	Iteration 91Q: 3 clusters Score -434811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -434811.750000 Penalty: 2758.054443
	Iteration 92Q: 3 clusters Score -434811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -434814.468750 Penalty: 2758.054443
	Iteration 93Q: 3 clusters Score -434814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -434814.250000 Penalty: 2758.054443
	Iteration 94Q: 3 clusters Score -434814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -434816.531250 Penalty: 2758.054443
	Iteration 95Q: 3 clusters Score -434816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -434817.750000 Penalty: 2758.054443
	Iteration 96Q: 3 clusters Score -434817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -434819.500000 Penalty: 2758.054443
	Iteration 97Q: 3 clusters Score -434819.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -434820.531250 Penalty: 2758.054443
	Iteration 98Q: 3 clusters Score -434820.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -434821.375000 Penalty: 2758.054443
	Iteration 99Q: 3 clusters Score -434821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -434821.781250 Penalty: 2758.054443
	Iteration 100F: 3 clusters Score -434821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -434822.562500 Penalty: 2758.054443
	Iteration 101Q: 3 clusters Score -434822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -434822.562500 Penalty: 2758.054443
	Iteration 102F: 3 clusters Score -434822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -166921.406250 Penalty: 1224.485718
	Iteration 0F: 2 clusters Score -166921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164894.343750 Penalty: 2448.971436
	Iteration 0F: 3 clusters Score -164894.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -165289.859375 Penalty: 2448.971436
	Iteration 1F: 3 clusters Score -165289.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165388.828125 Penalty: 2448.971436
	Iteration 2F: 3 clusters Score -165388.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165486.578125 Penalty: 2448.971436
	Iteration 3F: 3 clusters Score -165486.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -165559.984375 Penalty: 2448.971436
	Iteration 4Q: 3 clusters Score -165560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -165630.437500 Penalty: 2448.971436
	Iteration 5Q: 3 clusters Score -165630.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -165701.203125 Penalty: 2448.971436
	Iteration 6Q: 3 clusters Score -165701.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -165765.281250 Penalty: 2448.971436
	Iteration 7Q: 3 clusters Score -165765.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -165841.437500 Penalty: 2448.971436
	Iteration 8Q: 3 clusters Score -165841.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -165917.859375 Penalty: 2448.971436
	Iteration 9Q: 3 clusters Score -165917.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -165984.203125 Penalty: 2448.971436
	Iteration 10Q: 3 clusters Score -165984.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -166021.921875 Penalty: 2448.971436
	Iteration 11Q: 3 clusters Score -166021.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -166070.718750 Penalty: 2448.971436
	Iteration 12Q: 3 clusters Score -166070.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -166123.703125 Penalty: 2448.971436
	Iteration 13Q: 3 clusters Score -166123.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -166152.750000 Penalty: 2448.971436
	Iteration 14Q: 3 clusters Score -166152.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -166174.875000 Penalty: 2448.971436
	Iteration 15Q: 3 clusters Score -166174.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -166193.453125 Penalty: 2448.971436
	Iteration 16Q: 3 clusters Score -166193.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -166208.359375 Penalty: 2448.971436
	Iteration 17Q: 3 clusters Score -166208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -166215.031250 Penalty: 2448.971436
	Iteration 18Q: 3 clusters Score -166215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -166218.828125 Penalty: 2448.971436
	Iteration 19Q: 3 clusters Score -166218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -166222.062500 Penalty: 2448.971436
	Iteration 20F: 3 clusters Score -166222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -166226.031250 Penalty: 2448.971436
	Iteration 21Q: 3 clusters Score -166226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -166229.078125 Penalty: 2448.971436
	Iteration 22Q: 3 clusters Score -166229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -166230.859375 Penalty: 2448.971436
	Iteration 23Q: 3 clusters Score -166230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -166233.390625 Penalty: 2448.971436
	Iteration 24Q: 3 clusters Score -166233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -166234.359375 Penalty: 2448.971436
	Iteration 25Q: 3 clusters Score -166234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -166235.109375 Penalty: 2448.971436
	Iteration 26Q: 3 clusters Score -166235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -166235.109375 Penalty: 2448.971436
	Iteration 27F: 3 clusters Score -166235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Entering Unmasked Estep 
Score: -3435261.750000 Penalty: 1700.110352
	Iteration 0F: 2 clusters Score -3435262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3412814.750000 Penalty: 3400.220703
	Iteration 0F: 3 clusters Score -3412815 nChanged 16300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3421850.000000 Penalty: 3400.220703
	Iteration 1F: 3 clusters Score -3421850 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3422310.750000 Penalty: 3400.220703
	Iteration 2Q: 3 clusters Score -3422311 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3422834.000000 Penalty: 3400.220703
	Iteration 3Q: 3 clusters Score -3422834 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3423564.500000 Penalty: 3400.220703
	Iteration 4Q: 3 clusters Score -3423564 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3424659.500000 Penalty: 3400.220703
	Iteration 5F: 3 clusters Score -3424660 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3426253.750000 Penalty: 3400.220703
	Iteration 6F: 3 clusters Score -3426254 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3428248.000000 Penalty: 3400.220703
	Iteration 7F: 3 clusters Score -3428248 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -3430345.750000 Penalty: 3400.220703
	Iteration 8F: 3 clusters Score -3430346 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -3432078.250000 Penalty: 3400.220703
	Iteration 9F: 3 clusters Score -3432078 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -3433163.500000 Penalty: 3400.220703
	Iteration 10Q: 3 clusters Score -3433164 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -3433618.750000 Penalty: 3400.220703
	Iteration 11Q: 3 clusters Score -3433619 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -3433742.250000 Penalty: 3400.220703
	Iteration 12Q: 3 clusters Score -3433742 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -3433801.000000 Penalty: 3400.220703
	Iteration 13Q: 3 clusters Score -3433801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3433841.500000 Penalty: 3400.220703
	Iteration 14Q: 3 clusters Score -3433842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -3433878.000000 Penalty: 3400.220703
	Iteration 15Q: 3 clusters Score -3433878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -3433890.000000 Penalty: 3400.220703
	Iteration 16Q: 3 clusters Score -3433890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -3433902.500000 Penalty: 3400.220703
	Iteration 17Q: 3 clusters Score -3433902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3433917.750000 Penalty: 3400.220703
	Iteration 18Q: 3 clusters Score -3433918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -3433921.250000 Penalty: 3400.220703
	Iteration 19Q: 3 clusters Score -3433921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -3433928.000000 Penalty: 3400.220703
	Iteration 20F: 3 clusters Score -3433928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -3433939.000000 Penalty: 3400.220703
	Iteration 21Q: 3 clusters Score -3433939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3433945.000000 Penalty: 3400.220703
	Iteration 22Q: 3 clusters Score -3433945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -3433952.750000 Penalty: 3400.220703
	Iteration 23Q: 3 clusters Score -3433953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -3433955.000000 Penalty: 3400.220703
	Iteration 24Q: 3 clusters Score -3433955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -3433953.500000 Penalty: 3400.220703
	Iteration 25Q: 3 clusters Score -3433954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -3433957.000000 Penalty: 3400.220703
	Iteration 26Q: 3 clusters Score -3433957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -3433957.000000 Penalty: 3400.220703
	Iteration 27F: 3 clusters Score -3433957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Entering Unmasked Estep 
Score: -535442.625000 Penalty: 1404.277710
	Iteration 0F: 2 clusters Score -535442.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -531041.625000 Penalty: 2808.555420
	Iteration 0F: 3 clusters Score -531041.6 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -532339.750000 Penalty: 2808.555420
	Iteration 1F: 3 clusters Score -532339.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -532528.687500 Penalty: 2808.555420
	Iteration 2F: 3 clusters Score -532528.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -532660.937500 Penalty: 2808.555420
	Iteration 3F: 3 clusters Score -532660.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -532751.062500 Penalty: 2808.555420
	Iteration 4Q: 3 clusters Score -532751.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -532831.687500 Penalty: 2808.555420
	Iteration 5Q: 3 clusters Score -532831.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -532906.937500 Penalty: 2808.555420
	Iteration 6Q: 3 clusters Score -532906.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -532962.875000 Penalty: 2808.555420
	Iteration 7Q: 3 clusters Score -532962.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -533005.187500 Penalty: 2808.555420
	Iteration 8Q: 3 clusters Score -533005.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -533041.437500 Penalty: 2808.555420
	Iteration 9Q: 3 clusters Score -533041.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -533071.250000 Penalty: 2808.555420
	Iteration 10Q: 3 clusters Score -533071.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -533098.687500 Penalty: 2808.555420
	Iteration 11Q: 3 clusters Score -533098.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -533126.125000 Penalty: 2808.555420
	Iteration 12Q: 3 clusters Score -533126.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -533152.875000 Penalty: 2808.555420
	Iteration 13Q: 3 clusters Score -533152.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -533178.687500 Penalty: 2808.555420
	Iteration 14Q: 3 clusters Score -533178.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -533211.125000 Penalty: 2808.555420
	Iteration 15Q: 3 clusters Score -533211.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -533250.250000 Penalty: 2808.555420
	Iteration 16Q: 3 clusters Score -533250.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -533293.062500 Penalty: 2808.555420
	Iteration 17Q: 3 clusters Score -533293.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -533340.062500 Penalty: 2808.555420
	Iteration 18Q: 3 clusters Score -533340.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -533383.937500 Penalty: 2808.555420
	Iteration 19Q: 3 clusters Score -533383.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -533412.750000 Penalty: 2808.555420
	Iteration 20F: 3 clusters Score -533412.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -533439.187500 Penalty: 2808.555420
	Iteration 21Q: 3 clusters Score -533439.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -533467.437500 Penalty: 2808.555420
	Iteration 22Q: 3 clusters Score -533467.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -533496.937500 Penalty: 2808.555420
	Iteration 23Q: 3 clusters Score -533496.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -533530.562500 Penalty: 2808.555420
	Iteration 24Q: 3 clusters Score -533530.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -533565.312500 Penalty: 2808.555420
	Iteration 25Q: 3 clusters Score -533565.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -533598.375000 Penalty: 2808.555420
	Iteration 26Q: 3 clusters Score -533598.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -533624.937500 Penalty: 2808.555420
	Iteration 27Q: 3 clusters Score -533624.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -533643.875000 Penalty: 2808.555420
	Iteration 28Q: 3 clusters Score -533643.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -533659.687500 Penalty: 2808.555420
	Iteration 29Q: 3 clusters Score -533659.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -533675.187500 Penalty: 2808.555420
	Iteration 30Q: 3 clusters Score -533675.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -533689.250000 Penalty: 2808.555420
	Iteration 31Q: 3 clusters Score -533689.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -533699.062500 Penalty: 2808.555420
	Iteration 32Q: 3 clusters Score -533699.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -533705.500000 Penalty: 2808.555420
	Iteration 33Q: 3 clusters Score -533705.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -533709.875000 Penalty: 2808.555420
	Iteration 34Q: 3 clusters Score -533709.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -533715.375000 Penalty: 2808.555420
	Iteration 35Q: 3 clusters Score -533715.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -533721.687500 Penalty: 2808.555420
	Iteration 36Q: 3 clusters Score -533721.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -533730.937500 Penalty: 2808.555420
	Iteration 37Q: 3 clusters Score -533730.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -533737.062500 Penalty: 2808.555420
	Iteration 38Q: 3 clusters Score -533737.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -533742.437500 Penalty: 2808.555420
	Iteration 39Q: 3 clusters Score -533742.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -533746.625000 Penalty: 2808.555420
	Iteration 40F: 3 clusters Score -533746.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -533750.562500 Penalty: 2808.555420
	Iteration 41Q: 3 clusters Score -533750.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -533753.937500 Penalty: 2808.555420
	Iteration 42Q: 3 clusters Score -533753.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -533760.812500 Penalty: 2808.555420
	Iteration 43Q: 3 clusters Score -533760.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -533763.437500 Penalty: 2808.555420
	Iteration 44Q: 3 clusters Score -533763.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -533765.687500 Penalty: 2808.555420
	Iteration 45Q: 3 clusters Score -533765.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -533768.562500 Penalty: 2808.555420
	Iteration 46Q: 3 clusters Score -533768.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -533773.875000 Penalty: 2808.555420
	Iteration 47Q: 3 clusters Score -533773.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -533778.062500 Penalty: 2808.555420
	Iteration 48Q: 3 clusters Score -533778.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -533781.812500 Penalty: 2808.555420
	Iteration 49Q: 3 clusters Score -533781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -533783.500000 Penalty: 2808.555420
	Iteration 50Q: 3 clusters Score -533783.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -533785.562500 Penalty: 2808.555420
	Iteration 51Q: 3 clusters Score -533785.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -533790.437500 Penalty: 2808.555420
	Iteration 52Q: 3 clusters Score -533790.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -533791.937500 Penalty: 2808.555420
	Iteration 53Q: 3 clusters Score -533791.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -533793.375000 Penalty: 2808.555420
	Iteration 54Q: 3 clusters Score -533793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -533794.437500 Penalty: 2808.555420
	Iteration 55Q: 3 clusters Score -533794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -533795.875000 Penalty: 2808.555420
	Iteration 56Q: 3 clusters Score -533795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -533795.625000 Penalty: 2808.555420
	Iteration 57Q: 3 clusters Score -533795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -533795.062500 Penalty: 2808.555420
	Iteration 58Q: 3 clusters Score -533795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -533796.625000 Penalty: 2808.555420
	Iteration 59Q: 3 clusters Score -533796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -533796.625000 Penalty: 2808.555420
	Iteration 60F: 3 clusters Score -533796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -236149.171875 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -236149.2 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 1288 members 
Entering Unmasked Estep 
Score: -233703.984375 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -233704 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -234272.031250 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -234272 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -234389.796875 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -234389.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -234460.671875 Penalty: 2553.052002
	Iteration 3Q: 3 clusters Score -234460.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -234508.781250 Penalty: 2553.052002
	Iteration 4Q: 3 clusters Score -234508.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -234549.265625 Penalty: 2553.052002
	Iteration 5Q: 3 clusters Score -234549.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -234587.625000 Penalty: 2553.052002
	Iteration 6Q: 3 clusters Score -234587.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -234628.281250 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -234628.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -234653.703125 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -234653.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -234686.125000 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -234686.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -234719.937500 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -234719.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -234744.796875 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -234744.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -234767.593750 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -234767.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -234789.750000 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -234789.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -234809.953125 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -234810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -234828.531250 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -234828.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -234838.109375 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -234838.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -234848.859375 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -234848.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -234874.375000 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -234874.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -234904.828125 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -234904.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -234923.250000 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -234923.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -234939.046875 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -234939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -234952.359375 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -234952.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -234968.218750 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -234968.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -234981.125000 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -234981.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -234993.375000 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -234993.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -235004.515625 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -235004.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -235010.359375 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -235010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -235014.296875 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -235014.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -235022.406250 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -235022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -235026.671875 Penalty: 2553.052002
	Iteration 30Q: 3 clusters Score -235026.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -235032.375000 Penalty: 2553.052002
	Iteration 31Q: 3 clusters Score -235032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -235036.937500 Penalty: 2553.052002
	Iteration 32Q: 3 clusters Score -235036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -235041.812500 Penalty: 2553.052002
	Iteration 33Q: 3 clusters Score -235041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -235044.843750 Penalty: 2553.052002
	Iteration 34Q: 3 clusters Score -235044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -235047.546875 Penalty: 2553.052002
	Iteration 35Q: 3 clusters Score -235047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -235047.812500 Penalty: 2553.052002
	Iteration 36Q: 3 clusters Score -235047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -235047.812500 Penalty: 2553.052002
	Iteration 37F: 3 clusters Score -235047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Entering Unmasked Estep 
Score: -560159.375000 Penalty: 1416.862549
	Iteration 0F: 2 clusters Score -560159.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -555472.437500 Penalty: 2833.725098
	Iteration 0F: 3 clusters Score -555472.4 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -556783.000000 Penalty: 2833.725098
	Iteration 1F: 3 clusters Score -556783 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -556958.750000 Penalty: 2833.725098
	Iteration 2F: 3 clusters Score -556958.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -557090.500000 Penalty: 2833.725098
	Iteration 3F: 3 clusters Score -557090.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -557172.937500 Penalty: 2833.725098
	Iteration 4Q: 3 clusters Score -557172.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -557234.000000 Penalty: 2833.725098
	Iteration 5Q: 3 clusters Score -557234 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -557290.250000 Penalty: 2833.725098
	Iteration 6Q: 3 clusters Score -557290.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -557345.062500 Penalty: 2833.725098
	Iteration 7Q: 3 clusters Score -557345.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -557398.937500 Penalty: 2833.725098
	Iteration 8Q: 3 clusters Score -557398.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -557469.937500 Penalty: 2833.725098
	Iteration 9Q: 3 clusters Score -557469.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -557545.000000 Penalty: 2833.725098
	Iteration 10Q: 3 clusters Score -557545 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -557628.812500 Penalty: 2833.725098
	Iteration 11Q: 3 clusters Score -557628.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -557724.875000 Penalty: 2833.725098
	Iteration 12Q: 3 clusters Score -557724.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -557831.312500 Penalty: 2833.725098
	Iteration 13Q: 3 clusters Score -557831.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -557959.812500 Penalty: 2833.725098
	Iteration 14Q: 3 clusters Score -557959.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -558099.875000 Penalty: 2833.725098
	Iteration 15Q: 3 clusters Score -558099.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -558232.812500 Penalty: 2833.725098
	Iteration 16Q: 3 clusters Score -558232.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -558365.937500 Penalty: 2833.725098
	Iteration 17Q: 3 clusters Score -558365.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -558487.812500 Penalty: 2833.725098
	Iteration 18Q: 3 clusters Score -558487.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -558587.437500 Penalty: 2833.725098
	Iteration 19Q: 3 clusters Score -558587.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -558678.437500 Penalty: 2833.725098
	Iteration 20F: 3 clusters Score -558678.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -558739.562500 Penalty: 2833.725098
	Iteration 21Q: 3 clusters Score -558739.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -558777.312500 Penalty: 2833.725098
	Iteration 22Q: 3 clusters Score -558777.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -558812.375000 Penalty: 2833.725098
	Iteration 23Q: 3 clusters Score -558812.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -558841.437500 Penalty: 2833.725098
	Iteration 24Q: 3 clusters Score -558841.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -558863.750000 Penalty: 2833.725098
	Iteration 25Q: 3 clusters Score -558863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -558876.625000 Penalty: 2833.725098
	Iteration 26Q: 3 clusters Score -558876.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -558892.062500 Penalty: 2833.725098
	Iteration 27Q: 3 clusters Score -558892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -558904.625000 Penalty: 2833.725098
	Iteration 28Q: 3 clusters Score -558904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -558907.812500 Penalty: 2833.725098
	Iteration 29Q: 3 clusters Score -558907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -558909.937500 Penalty: 2833.725098
	Iteration 30Q: 3 clusters Score -558909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -558911.562500 Penalty: 2833.725098
	Iteration 31Q: 3 clusters Score -558911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -558913.312500 Penalty: 2833.725098
	Iteration 32Q: 3 clusters Score -558913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -558918.062500 Penalty: 2833.725098
	Iteration 33Q: 3 clusters Score -558918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -558923.187500 Penalty: 2833.725098
	Iteration 34Q: 3 clusters Score -558923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -558931.937500 Penalty: 2833.725098
	Iteration 35Q: 3 clusters Score -558931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -558938.312500 Penalty: 2833.725098
	Iteration 36Q: 3 clusters Score -558938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -558938.312500 Penalty: 2833.725098
	Iteration 37F: 3 clusters Score -558938.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -738956.250000 Penalty: 1457.633301
	Iteration 0F: 2 clusters Score -738956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -733124.500000 Penalty: 2915.266602
	Iteration 0F: 3 clusters Score -733124.5 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -734952.562500 Penalty: 2915.266602
	Iteration 1F: 3 clusters Score -734952.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -735166.437500 Penalty: 2915.266602
	Iteration 2F: 3 clusters Score -735166.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -735322.750000 Penalty: 2915.266602
	Iteration 3Q: 3 clusters Score -735322.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -735438.125000 Penalty: 2915.266602
	Iteration 4Q: 3 clusters Score -735438.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -735529.812500 Penalty: 2915.266602
	Iteration 5Q: 3 clusters Score -735529.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -735617.500000 Penalty: 2915.266602
	Iteration 6Q: 3 clusters Score -735617.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -735705.375000 Penalty: 2915.266602
	Iteration 7Q: 3 clusters Score -735705.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -735788.250000 Penalty: 2915.266602
	Iteration 8Q: 3 clusters Score -735788.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -735872.187500 Penalty: 2915.266602
	Iteration 9Q: 3 clusters Score -735872.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -735965.312500 Penalty: 2915.266602
	Iteration 10Q: 3 clusters Score -735965.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -736055.125000 Penalty: 2915.266602
	Iteration 11Q: 3 clusters Score -736055.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -736170.437500 Penalty: 2915.266602
	Iteration 12Q: 3 clusters Score -736170.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -736331.625000 Penalty: 2915.266602
	Iteration 13Q: 3 clusters Score -736331.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -736487.750000 Penalty: 2915.266602
	Iteration 14Q: 3 clusters Score -736487.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -736634.750000 Penalty: 2915.266602
	Iteration 15Q: 3 clusters Score -736634.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -736750.625000 Penalty: 2915.266602
	Iteration 16Q: 3 clusters Score -736750.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -736849.500000 Penalty: 2915.266602
	Iteration 17Q: 3 clusters Score -736849.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -736935.750000 Penalty: 2915.266602
	Iteration 18Q: 3 clusters Score -736935.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -736991.437500 Penalty: 2915.266602
	Iteration 19Q: 3 clusters Score -736991.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -737030.062500 Penalty: 2915.266602
	Iteration 20F: 3 clusters Score -737030.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -737059.000000 Penalty: 2915.266602
	Iteration 21Q: 3 clusters Score -737059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -737088.125000 Penalty: 2915.266602
	Iteration 22Q: 3 clusters Score -737088.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -737122.375000 Penalty: 2915.266602
	Iteration 23Q: 3 clusters Score -737122.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -737152.437500 Penalty: 2915.266602
	Iteration 24Q: 3 clusters Score -737152.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -737186.500000 Penalty: 2915.266602
	Iteration 25Q: 3 clusters Score -737186.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -737219.125000 Penalty: 2915.266602
	Iteration 26Q: 3 clusters Score -737219.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -737243.375000 Penalty: 2915.266602
	Iteration 27Q: 3 clusters Score -737243.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -737255.000000 Penalty: 2915.266602
	Iteration 28Q: 3 clusters Score -737255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -737267.500000 Penalty: 2915.266602
	Iteration 29Q: 3 clusters Score -737267.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -737277.687500 Penalty: 2915.266602
	Iteration 30Q: 3 clusters Score -737277.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -737287.687500 Penalty: 2915.266602
	Iteration 31Q: 3 clusters Score -737287.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -737296.187500 Penalty: 2915.266602
	Iteration 32Q: 3 clusters Score -737296.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -737307.000000 Penalty: 2915.266602
	Iteration 33Q: 3 clusters Score -737307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -737313.312500 Penalty: 2915.266602
	Iteration 34Q: 3 clusters Score -737313.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -737320.125000 Penalty: 2915.266602
	Iteration 35Q: 3 clusters Score -737320.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -737325.062500 Penalty: 2915.266602
	Iteration 36Q: 3 clusters Score -737325.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -737333.875000 Penalty: 2915.266602
	Iteration 37Q: 3 clusters Score -737333.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -737338.750000 Penalty: 2915.266602
	Iteration 38Q: 3 clusters Score -737338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -737341.000000 Penalty: 2915.266602
	Iteration 39Q: 3 clusters Score -737341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -737347.062500 Penalty: 2915.266602
	Iteration 40F: 3 clusters Score -737347.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -737353.312500 Penalty: 2915.266602
	Iteration 41Q: 3 clusters Score -737353.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -737358.562500 Penalty: 2915.266602
	Iteration 42Q: 3 clusters Score -737358.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -737362.500000 Penalty: 2915.266602
	Iteration 43Q: 3 clusters Score -737362.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -737366.062500 Penalty: 2915.266602
	Iteration 44Q: 3 clusters Score -737366.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -737369.625000 Penalty: 2915.266602
	Iteration 45Q: 3 clusters Score -737369.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -737373.625000 Penalty: 2915.266602
	Iteration 46Q: 3 clusters Score -737373.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -737375.250000 Penalty: 2915.266602
	Iteration 47Q: 3 clusters Score -737375.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -737376.437500 Penalty: 2915.266602
	Iteration 48Q: 3 clusters Score -737376.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -737379.562500 Penalty: 2915.266602
	Iteration 49Q: 3 clusters Score -737379.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -737383.062500 Penalty: 2915.266602
	Iteration 50Q: 3 clusters Score -737383.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -737385.187500 Penalty: 2915.266602
	Iteration 51Q: 3 clusters Score -737385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -737386.125000 Penalty: 2915.266602
	Iteration 52Q: 3 clusters Score -737386.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -737386.312500 Penalty: 2915.266602
	Iteration 53Q: 3 clusters Score -737386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -737387.375000 Penalty: 2915.266602
	Iteration 54Q: 3 clusters Score -737387.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -737391.375000 Penalty: 2915.266602
	Iteration 55Q: 3 clusters Score -737391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -737391.750000 Penalty: 2915.266602
	Iteration 56Q: 3 clusters Score -737391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -737389.875000 Penalty: 2915.266602
	Iteration 57Q: 3 clusters Score -737389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -737390.250000 Penalty: 2915.266602
	Iteration 58Q: 3 clusters Score -737390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -737389.500000 Penalty: 2915.266602
	Iteration 59Q: 3 clusters Score -737389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -737390.125000 Penalty: 2915.266602
	Iteration 60F: 3 clusters Score -737390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Entering Unmasked Estep 
Score: -2178338.500000 Penalty: 1626.363037
	Iteration 0F: 2 clusters Score -2178338 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 11190 members 
Entering Unmasked Estep 
Score: -2163599.750000 Penalty: 3252.726074
	Iteration 0F: 3 clusters Score -2163600 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2169023.500000 Penalty: 3252.726074
	Iteration 1F: 3 clusters Score -2169024 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2169358.750000 Penalty: 3252.726074
	Iteration 2Q: 3 clusters Score -2169359 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2169726.250000 Penalty: 3252.726074
	Iteration 3Q: 3 clusters Score -2169726 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2170130.250000 Penalty: 3252.726074
	Iteration 4Q: 3 clusters Score -2170130 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2170654.000000 Penalty: 3252.726074
	Iteration 5F: 3 clusters Score -2170654 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2171360.750000 Penalty: 3252.726074
	Iteration 6F: 3 clusters Score -2171361 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2172265.000000 Penalty: 3252.726074
	Iteration 7F: 3 clusters Score -2172265 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2173412.500000 Penalty: 3252.726074
	Iteration 8F: 3 clusters Score -2173412 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2174588.500000 Penalty: 3252.726074
	Iteration 9F: 3 clusters Score -2174588 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2175585.500000 Penalty: 3252.726074
	Iteration 10F: 3 clusters Score -2175586 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2176298.250000 Penalty: 3252.726074
	Iteration 11Q: 3 clusters Score -2176298 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2176655.000000 Penalty: 3252.726074
	Iteration 12Q: 3 clusters Score -2176655 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2176798.250000 Penalty: 3252.726074
	Iteration 13Q: 3 clusters Score -2176798 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2176897.750000 Penalty: 3252.726074
	Iteration 14Q: 3 clusters Score -2176898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2176958.250000 Penalty: 3252.726074
	Iteration 15Q: 3 clusters Score -2176958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2177007.000000 Penalty: 3252.726074
	Iteration 16Q: 3 clusters Score -2177007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2177028.000000 Penalty: 3252.726074
	Iteration 17Q: 3 clusters Score -2177028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2177042.750000 Penalty: 3252.726074
	Iteration 18Q: 3 clusters Score -2177043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2177046.500000 Penalty: 3252.726074
	Iteration 19Q: 3 clusters Score -2177046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2177054.250000 Penalty: 3252.726074
	Iteration 20F: 3 clusters Score -2177054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2177062.750000 Penalty: 3252.726074
	Iteration 21Q: 3 clusters Score -2177063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2177068.750000 Penalty: 3252.726074
	Iteration 22Q: 3 clusters Score -2177069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2177073.000000 Penalty: 3252.726074
	Iteration 23Q: 3 clusters Score -2177073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2177081.500000 Penalty: 3252.726074
	Iteration 24Q: 3 clusters Score -2177082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2177084.250000 Penalty: 3252.726074
	Iteration 25Q: 3 clusters Score -2177084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2177085.000000 Penalty: 3252.726074
	Iteration 26Q: 3 clusters Score -2177085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2177086.000000 Penalty: 3252.726074
	Iteration 27Q: 3 clusters Score -2177086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2177085.250000 Penalty: 3252.726074
	Iteration 28Q: 3 clusters Score -2177085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2177089.500000 Penalty: 3252.726074
	Iteration 29Q: 3 clusters Score -2177090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2177090.750000 Penalty: 3252.726074
	Iteration 30Q: 3 clusters Score -2177091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2177094.250000 Penalty: 3252.726074
	Iteration 31Q: 3 clusters Score -2177094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2177091.000000 Penalty: 3252.726074
	Iteration 32Q: 3 clusters Score -2177091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2177094.500000 Penalty: 3252.726074
	Iteration 33Q: 3 clusters Score -2177094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2177094.500000 Penalty: 3252.726074
	Iteration 34F: 3 clusters Score -2177094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -293215.000000 Penalty: 1317.063354
	Iteration 0F: 2 clusters Score -293215 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 1612 members 
Entering Unmasked Estep 
Score: -290332.562500 Penalty: 2634.126709
	Iteration 0F: 3 clusters Score -290332.6 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -291036.375000 Penalty: 2634.126709
	Iteration 1F: 3 clusters Score -291036.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -291181.593750 Penalty: 2634.126709
	Iteration 2F: 3 clusters Score -291181.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -291266.562500 Penalty: 2634.126709
	Iteration 3Q: 3 clusters Score -291266.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -291337.000000 Penalty: 2634.126709
	Iteration 4Q: 3 clusters Score -291337 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -291409.937500 Penalty: 2634.126709
	Iteration 5Q: 3 clusters Score -291409.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -291484.500000 Penalty: 2634.126709
	Iteration 6Q: 3 clusters Score -291484.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -291550.250000 Penalty: 2634.126709
	Iteration 7Q: 3 clusters Score -291550.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291594.750000 Penalty: 2634.126709
	Iteration 8Q: 3 clusters Score -291594.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -291654.312500 Penalty: 2634.126709
	Iteration 9Q: 3 clusters Score -291654.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -291726.218750 Penalty: 2634.126709
	Iteration 10Q: 3 clusters Score -291726.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -291816.843750 Penalty: 2634.126709
	Iteration 11Q: 3 clusters Score -291816.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -291900.937500 Penalty: 2634.126709
	Iteration 12Q: 3 clusters Score -291900.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -291980.468750 Penalty: 2634.126709
	Iteration 13Q: 3 clusters Score -291980.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -292055.812500 Penalty: 2634.126709
	Iteration 14Q: 3 clusters Score -292055.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -292130.625000 Penalty: 2634.126709
	Iteration 15Q: 3 clusters Score -292130.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -292222.812500 Penalty: 2634.126709
	Iteration 16Q: 3 clusters Score -292222.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -292322.906250 Penalty: 2634.126709
	Iteration 17Q: 3 clusters Score -292322.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -292396.781250 Penalty: 2634.126709
	Iteration 18Q: 3 clusters Score -292396.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -292441.843750 Penalty: 2634.126709
	Iteration 19Q: 3 clusters Score -292441.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -292478.250000 Penalty: 2634.126709
	Iteration 20F: 3 clusters Score -292478.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -292508.937500 Penalty: 2634.126709
	Iteration 21Q: 3 clusters Score -292508.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -292533.750000 Penalty: 2634.126709
	Iteration 22Q: 3 clusters Score -292533.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -292548.781250 Penalty: 2634.126709
	Iteration 23Q: 3 clusters Score -292548.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -292567.062500 Penalty: 2634.126709
	Iteration 24Q: 3 clusters Score -292567.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -292584.093750 Penalty: 2634.126709
	Iteration 25Q: 3 clusters Score -292584.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -292600.843750 Penalty: 2634.126709
	Iteration 26Q: 3 clusters Score -292600.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -292609.375000 Penalty: 2634.126709
	Iteration 27Q: 3 clusters Score -292609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -292617.343750 Penalty: 2634.126709
	Iteration 28Q: 3 clusters Score -292617.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -292624.812500 Penalty: 2634.126709
	Iteration 29Q: 3 clusters Score -292624.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -292633.187500 Penalty: 2634.126709
	Iteration 30Q: 3 clusters Score -292633.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -292644.375000 Penalty: 2634.126709
	Iteration 31Q: 3 clusters Score -292644.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -292652.312500 Penalty: 2634.126709
	Iteration 32Q: 3 clusters Score -292652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -292658.906250 Penalty: 2634.126709
	Iteration 33Q: 3 clusters Score -292658.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -292666.218750 Penalty: 2634.126709
	Iteration 34Q: 3 clusters Score -292666.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -292672.437500 Penalty: 2634.126709
	Iteration 35Q: 3 clusters Score -292672.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -292676.500000 Penalty: 2634.126709
	Iteration 36Q: 3 clusters Score -292676.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -292682.250000 Penalty: 2634.126709
	Iteration 37Q: 3 clusters Score -292682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -292685.593750 Penalty: 2634.126709
	Iteration 38Q: 3 clusters Score -292685.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -292690.031250 Penalty: 2634.126709
	Iteration 39Q: 3 clusters Score -292690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -292695.468750 Penalty: 2634.126709
	Iteration 40F: 3 clusters Score -292695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -292699.093750 Penalty: 2634.126709
	Iteration 41Q: 3 clusters Score -292699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -292702.000000 Penalty: 2634.126709
	Iteration 42Q: 3 clusters Score -292702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -292704.156250 Penalty: 2634.126709
	Iteration 43Q: 3 clusters Score -292704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -292707.437500 Penalty: 2634.126709
	Iteration 44Q: 3 clusters Score -292707.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -292712.843750 Penalty: 2634.126709
	Iteration 45Q: 3 clusters Score -292712.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -292718.187500 Penalty: 2634.126709
	Iteration 46Q: 3 clusters Score -292718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -292720.156250 Penalty: 2634.126709
	Iteration 47Q: 3 clusters Score -292720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -292722.187500 Penalty: 2634.126709
	Iteration 48Q: 3 clusters Score -292722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -292723.343750 Penalty: 2634.126709
	Iteration 49Q: 3 clusters Score -292723.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -292723.812500 Penalty: 2634.126709
	Iteration 50Q: 3 clusters Score -292723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -292724.750000 Penalty: 2634.126709
	Iteration 51Q: 3 clusters Score -292724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -292729.312500 Penalty: 2634.126709
	Iteration 52Q: 3 clusters Score -292729.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -292733.250000 Penalty: 2634.126709
	Iteration 53Q: 3 clusters Score -292733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -292737.406250 Penalty: 2634.126709
	Iteration 54Q: 3 clusters Score -292737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -292739.812500 Penalty: 2634.126709
	Iteration 55Q: 3 clusters Score -292739.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -292742.562500 Penalty: 2634.126709
	Iteration 56Q: 3 clusters Score -292742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -292744.218750 Penalty: 2634.126709
	Iteration 57Q: 3 clusters Score -292744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -292745.500000 Penalty: 2634.126709
	Iteration 58Q: 3 clusters Score -292745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292745.437500 Penalty: 2634.126709
	Iteration 59Q: 3 clusters Score -292745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -292746.062500 Penalty: 2634.126709
	Iteration 60F: 3 clusters Score -292746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Entering Unmasked Estep 
Score: -1746104.625000 Penalty: 1599.633301
	Iteration 0F: 2 clusters Score -1746105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1733125.375000 Penalty: 3199.266602
	Iteration 0F: 3 clusters Score -1733125 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1737783.250000 Penalty: 3199.266602
	Iteration 1F: 3 clusters Score -1737783 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1738118.625000 Penalty: 3199.266602
	Iteration 2F: 3 clusters Score -1738119 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1738416.500000 Penalty: 3199.266602
	Iteration 3Q: 3 clusters Score -1738416 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1738681.750000 Penalty: 3199.266602
	Iteration 4Q: 3 clusters Score -1738682 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1738997.500000 Penalty: 3199.266602
	Iteration 5Q: 3 clusters Score -1738998 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1739376.250000 Penalty: 3199.266602
	Iteration 6Q: 3 clusters Score -1739376 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1739795.500000 Penalty: 3199.266602
	Iteration 7Q: 3 clusters Score -1739796 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1740279.000000 Penalty: 3199.266602
	Iteration 8Q: 3 clusters Score -1740279 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1740790.750000 Penalty: 3199.266602
	Iteration 9Q: 3 clusters Score -1740791 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1741233.750000 Penalty: 3199.266602
	Iteration 10Q: 3 clusters Score -1741234 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1741599.750000 Penalty: 3199.266602
	Iteration 11Q: 3 clusters Score -1741600 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1741852.500000 Penalty: 3199.266602
	Iteration 12Q: 3 clusters Score -1741852 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1742034.625000 Penalty: 3199.266602
	Iteration 13Q: 3 clusters Score -1742035 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1742160.250000 Penalty: 3199.266602
	Iteration 14Q: 3 clusters Score -1742160 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1742258.500000 Penalty: 3199.266602
	Iteration 15Q: 3 clusters Score -1742258 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1742350.125000 Penalty: 3199.266602
	Iteration 16Q: 3 clusters Score -1742350 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1742448.000000 Penalty: 3199.266602
	Iteration 17Q: 3 clusters Score -1742448 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1742540.500000 Penalty: 3199.266602
	Iteration 18Q: 3 clusters Score -1742540 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1742653.250000 Penalty: 3199.266602
	Iteration 19Q: 3 clusters Score -1742653 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1742777.375000 Penalty: 3199.266602
	Iteration 20F: 3 clusters Score -1742777 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1742910.375000 Penalty: 3199.266602
	Iteration 21Q: 3 clusters Score -1742910 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1743049.875000 Penalty: 3199.266602
	Iteration 22Q: 3 clusters Score -1743050 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1743164.375000 Penalty: 3199.266602
	Iteration 23Q: 3 clusters Score -1743164 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1743307.125000 Penalty: 3199.266602
	Iteration 24Q: 3 clusters Score -1743307 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1743445.625000 Penalty: 3199.266602
	Iteration 25Q: 3 clusters Score -1743446 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1743575.125000 Penalty: 3199.266602
	Iteration 26Q: 3 clusters Score -1743575 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1743720.875000 Penalty: 3199.266602
	Iteration 27Q: 3 clusters Score -1743721 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1743873.625000 Penalty: 3199.266602
	Iteration 28Q: 3 clusters Score -1743874 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1744037.375000 Penalty: 3199.266602
	Iteration 29Q: 3 clusters Score -1744037 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1744187.500000 Penalty: 3199.266602
	Iteration 30Q: 3 clusters Score -1744188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1744313.250000 Penalty: 3199.266602
	Iteration 31Q: 3 clusters Score -1744313 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1744401.750000 Penalty: 3199.266602
	Iteration 32Q: 3 clusters Score -1744402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1744470.625000 Penalty: 3199.266602
	Iteration 33Q: 3 clusters Score -1744471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1744529.375000 Penalty: 3199.266602
	Iteration 34Q: 3 clusters Score -1744529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1744586.000000 Penalty: 3199.266602
	Iteration 35Q: 3 clusters Score -1744586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1744636.000000 Penalty: 3199.266602
	Iteration 36Q: 3 clusters Score -1744636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1744685.500000 Penalty: 3199.266602
	Iteration 37Q: 3 clusters Score -1744686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1744736.500000 Penalty: 3199.266602
	Iteration 38Q: 3 clusters Score -1744736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1744768.625000 Penalty: 3199.266602
	Iteration 39Q: 3 clusters Score -1744769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1744802.375000 Penalty: 3199.266602
	Iteration 40F: 3 clusters Score -1744802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1744827.375000 Penalty: 3199.266602
	Iteration 41Q: 3 clusters Score -1744827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1744840.250000 Penalty: 3199.266602
	Iteration 42Q: 3 clusters Score -1744840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1744846.750000 Penalty: 3199.266602
	Iteration 43Q: 3 clusters Score -1744847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1744855.125000 Penalty: 3199.266602
	Iteration 44Q: 3 clusters Score -1744855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1744861.000000 Penalty: 3199.266602
	Iteration 45Q: 3 clusters Score -1744861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1744864.000000 Penalty: 3199.266602
	Iteration 46Q: 3 clusters Score -1744864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1744867.000000 Penalty: 3199.266602
	Iteration 47Q: 3 clusters Score -1744867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1744866.875000 Penalty: 3199.266602
	Iteration 48Q: 3 clusters Score -1744867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1744866.875000 Penalty: 3199.266602
	Iteration 49F: 3 clusters Score -1744867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -382958.906250 Penalty: 1350.122437
	Iteration 0F: 2 clusters Score -382958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -379612.968750 Penalty: 2700.244873
	Iteration 0F: 3 clusters Score -379613 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -380569.343750 Penalty: 2700.244873
	Iteration 1F: 3 clusters Score -380569.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -380782.843750 Penalty: 2700.244873
	Iteration 2F: 3 clusters Score -380782.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -380956.187500 Penalty: 2700.244873
	Iteration 3F: 3 clusters Score -380956.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -381129.125000 Penalty: 2700.244873
	Iteration 4F: 3 clusters Score -381129.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -381305.062500 Penalty: 2700.244873
	Iteration 5Q: 3 clusters Score -381305.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -381502.906250 Penalty: 2700.244873
	Iteration 6F: 3 clusters Score -381502.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -381665.656250 Penalty: 2700.244873
	Iteration 7Q: 3 clusters Score -381665.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -381807.000000 Penalty: 2700.244873
	Iteration 8Q: 3 clusters Score -381807 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -381942.281250 Penalty: 2700.244873
	Iteration 9Q: 3 clusters Score -381942.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -382074.968750 Penalty: 2700.244873
	Iteration 10Q: 3 clusters Score -382075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -382178.312500 Penalty: 2700.244873
	Iteration 11Q: 3 clusters Score -382178.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -382258.156250 Penalty: 2700.244873
	Iteration 12Q: 3 clusters Score -382258.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -382315.187500 Penalty: 2700.244873
	Iteration 13Q: 3 clusters Score -382315.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -382343.968750 Penalty: 2700.244873
	Iteration 14Q: 3 clusters Score -382344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -382361.250000 Penalty: 2700.244873
	Iteration 15Q: 3 clusters Score -382361.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -382369.812500 Penalty: 2700.244873
	Iteration 16Q: 3 clusters Score -382369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -382376.187500 Penalty: 2700.244873
	Iteration 17Q: 3 clusters Score -382376.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -382380.250000 Penalty: 2700.244873
	Iteration 18Q: 3 clusters Score -382380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -382380.906250 Penalty: 2700.244873
	Iteration 19Q: 3 clusters Score -382380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -382380.500000 Penalty: 2700.244873
	Iteration 20F: 3 clusters Score -382380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -382381.843750 Penalty: 2700.244873
	Iteration 21Q: 3 clusters Score -382381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -382381.937500 Penalty: 2700.244873
	Iteration 22Q: 3 clusters Score -382381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -382381.937500 Penalty: 2700.244873
	Iteration 23F: 3 clusters Score -382381.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Entering Unmasked Estep 
Score: -4610217.500000 Penalty: 1755.285522
	Iteration 0F: 2 clusters Score -4610218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4583286.000000 Penalty: 3510.571045
	Iteration 0F: 3 clusters Score -4583286 nChanged 23048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4596409.500000 Penalty: 3510.571045
	Iteration 1F: 3 clusters Score -4596410 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -4596788.000000 Penalty: 3510.571045
	Iteration 2Q: 3 clusters Score -4596788 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4597282.500000 Penalty: 3510.571045
	Iteration 3Q: 3 clusters Score -4597282 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -4597836.000000 Penalty: 3510.571045
	Iteration 4Q: 3 clusters Score -4597836 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4598589.500000 Penalty: 3510.571045
	Iteration 5Q: 3 clusters Score -4598590 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -4599538.500000 Penalty: 3510.571045
	Iteration 6Q: 3 clusters Score -4599538 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4600736.500000 Penalty: 3510.571045
	Iteration 7F: 3 clusters Score -4600736 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -4602193.500000 Penalty: 3510.571045
	Iteration 8F: 3 clusters Score -4602194 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4603256.500000 Penalty: 3510.571045
	Iteration 9F: 3 clusters Score -4603256 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4603667.000000 Penalty: 3510.571045
	Iteration 10F: 3 clusters Score -4603667 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -4604434.000000 Penalty: 3510.571045
	Iteration 11F: 3 clusters Score -4604434 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -4605473.500000 Penalty: 3510.571045
	Iteration 12Q: 3 clusters Score -4605474 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -4606233.500000 Penalty: 3510.571045
	Iteration 13Q: 3 clusters Score -4606234 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -4606603.000000 Penalty: 3510.571045
	Iteration 14Q: 3 clusters Score -4606603 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -4606816.500000 Penalty: 3510.571045
	Iteration 15Q: 3 clusters Score -4606816 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -4606960.500000 Penalty: 3510.571045
	Iteration 16Q: 3 clusters Score -4606960 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -4607046.000000 Penalty: 3510.571045
	Iteration 17Q: 3 clusters Score -4607046 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -4607091.000000 Penalty: 3510.571045
	Iteration 18Q: 3 clusters Score -4607091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -4607154.500000 Penalty: 3510.571045
	Iteration 19Q: 3 clusters Score -4607154 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -4607159.500000 Penalty: 3510.571045
	Iteration 20F: 3 clusters Score -4607160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -4607178.000000 Penalty: 3510.571045
	Iteration 21Q: 3 clusters Score -4607178 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -4607213.500000 Penalty: 3510.571045
	Iteration 22Q: 3 clusters Score -4607214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -4607267.500000 Penalty: 3510.571045
	Iteration 23Q: 3 clusters Score -4607268 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -4607299.500000 Penalty: 3510.571045
	Iteration 24Q: 3 clusters Score -4607300 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -4607317.000000 Penalty: 3510.571045
	Iteration 25Q: 3 clusters Score -4607317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -4607347.000000 Penalty: 3510.571045
	Iteration 26Q: 3 clusters Score -4607347 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -4607381.500000 Penalty: 3510.571045
	Iteration 27Q: 3 clusters Score -4607382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -4607412.500000 Penalty: 3510.571045
	Iteration 28Q: 3 clusters Score -4607412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -4607450.000000 Penalty: 3510.571045
	Iteration 29Q: 3 clusters Score -4607450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -4607472.500000 Penalty: 3510.571045
	Iteration 30Q: 3 clusters Score -4607472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -4607460.000000 Penalty: 3510.571045
	Iteration 31Q: 3 clusters Score -4607460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -4607473.000000 Penalty: 3510.571045
	Iteration 32Q: 3 clusters Score -4607473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -4607495.000000 Penalty: 3510.571045
	Iteration 33Q: 3 clusters Score -4607495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -4607503.000000 Penalty: 3510.571045
	Iteration 34Q: 3 clusters Score -4607503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -4607531.000000 Penalty: 3510.571045
	Iteration 35Q: 3 clusters Score -4607531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -4607546.000000 Penalty: 3510.571045
	Iteration 36Q: 3 clusters Score -4607546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -4607563.500000 Penalty: 3510.571045
	Iteration 37Q: 3 clusters Score -4607564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -4607584.500000 Penalty: 3510.571045
	Iteration 38Q: 3 clusters Score -4607584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -4607585.500000 Penalty: 3510.571045
	Iteration 39Q: 3 clusters Score -4607586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -4607588.000000 Penalty: 3510.571045
	Iteration 40F: 3 clusters Score -4607588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -4607600.500000 Penalty: 3510.571045
	Iteration 41Q: 3 clusters Score -4607600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -4607603.500000 Penalty: 3510.571045
	Iteration 42Q: 3 clusters Score -4607604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -4607607.500000 Penalty: 3510.571045
	Iteration 43Q: 3 clusters Score -4607608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -4607598.000000 Penalty: 3510.571045
	Iteration 44Q: 3 clusters Score -4607598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -4607599.000000 Penalty: 3510.571045
	Iteration 45Q: 3 clusters Score -4607599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -4607599.000000 Penalty: 3510.571045
	Iteration 46Q: 3 clusters Score -4607599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -4607603.500000 Penalty: 3510.571045
	Iteration 47Q: 3 clusters Score -4607604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -4607604.000000 Penalty: 3510.571045
	Iteration 48Q: 3 clusters Score -4607604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -4607602.000000 Penalty: 3510.571045
	Iteration 49Q: 3 clusters Score -4607602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -4607612.500000 Penalty: 3510.571045
	Iteration 50Q: 3 clusters Score -4607612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -4607613.500000 Penalty: 3510.571045
	Iteration 51Q: 3 clusters Score -4607614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -4607599.500000 Penalty: 3510.571045
	Iteration 52Q: 3 clusters Score -4607600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -4607607.000000 Penalty: 3510.571045
	Iteration 53Q: 3 clusters Score -4607607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -4607623.000000 Penalty: 3510.571045
	Iteration 54Q: 3 clusters Score -4607623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -4607636.500000 Penalty: 3510.571045
	Iteration 55Q: 3 clusters Score -4607636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -4607628.500000 Penalty: 3510.571045
	Iteration 56Q: 3 clusters Score -4607628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -4607645.500000 Penalty: 3510.571045
	Iteration 57Q: 3 clusters Score -4607646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -4607636.500000 Penalty: 3510.571045
	Iteration 58Q: 3 clusters Score -4607636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -4607652.500000 Penalty: 3510.571045
	Iteration 59Q: 3 clusters Score -4607652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -4607650.500000 Penalty: 3510.571045
	Iteration 60F: 3 clusters Score -4607650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -4607651.000000 Penalty: 3510.571045
	Iteration 61Q: 3 clusters Score -4607651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -4607643.500000 Penalty: 3510.571045
	Iteration 62Q: 3 clusters Score -4607644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -4607645.500000 Penalty: 3510.571045
	Iteration 63Q: 3 clusters Score -4607646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -4607650.500000 Penalty: 3510.571045
	Iteration 64Q: 3 clusters Score -4607650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -4607662.000000 Penalty: 3510.571045
	Iteration 65Q: 3 clusters Score -4607662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -4607682.000000 Penalty: 3510.571045
	Iteration 66Q: 3 clusters Score -4607682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -4607682.000000 Penalty: 3510.571045
	Iteration 67Q: 3 clusters Score -4607682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -4607697.000000 Penalty: 3510.571045
	Iteration 68Q: 3 clusters Score -4607697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -4607709.500000 Penalty: 3510.571045
	Iteration 69Q: 3 clusters Score -4607710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -4607714.500000 Penalty: 3510.571045
	Iteration 70Q: 3 clusters Score -4607714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -4607734.500000 Penalty: 3510.571045
	Iteration 71Q: 3 clusters Score -4607734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -4607754.000000 Penalty: 3510.571045
	Iteration 72Q: 3 clusters Score -4607754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -4607767.000000 Penalty: 3510.571045
	Iteration 73Q: 3 clusters Score -4607767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -4607776.000000 Penalty: 3510.571045
	Iteration 74Q: 3 clusters Score -4607776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -4607765.500000 Penalty: 3510.571045
	Iteration 75Q: 3 clusters Score -4607766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -4607757.500000 Penalty: 3510.571045
	Iteration 76Q: 3 clusters Score -4607758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -4607770.000000 Penalty: 3510.571045
	Iteration 77Q: 3 clusters Score -4607770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -4607782.500000 Penalty: 3510.571045
	Iteration 78Q: 3 clusters Score -4607782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -4607767.000000 Penalty: 3510.571045
	Iteration 79Q: 3 clusters Score -4607767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -4607768.000000 Penalty: 3510.571045
	Iteration 80F: 3 clusters Score -4607768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -4607770.000000 Penalty: 3510.571045
	Iteration 81Q: 3 clusters Score -4607770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -4607777.500000 Penalty: 3510.571045
	Iteration 82Q: 3 clusters Score -4607778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -4607781.500000 Penalty: 3510.571045
	Iteration 83Q: 3 clusters Score -4607782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -4607781.500000 Penalty: 3510.571045
	Iteration 84F: 3 clusters Score -4607782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -140266.171875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -140266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -138433.218750 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -138433.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138756.031250 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -138756 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -138867.984375 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -138868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138929.968750 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -138930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -138972.062500 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -138972.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139006.375000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139006.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139029.046875 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -139048.156250 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139048.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -139067.765625 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139067.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139091.625000 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139091.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -139110.171875 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139110.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -139123.015625 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139140.062500 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139155.203125 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -139164.750000 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -139164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -139178.531250 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -139178.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -139187.390625 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -139187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139193.859375 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -139193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -139198.625000 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -139198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -139200.984375 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -139201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -139205.187500 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -139205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -139208.890625 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -139208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -139212.484375 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -139212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -139213.265625 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -139213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -139213.656250 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -139213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -139215.484375 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -139215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -139216.109375 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -139216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -139217.078125 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -139217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -139217.078125 Penalty: 2388.081787
	Iteration 28F: 3 clusters Score -139217.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Entering Unmasked Estep 
Score: -1385234.875000 Penalty: 1558.409790
	Iteration 0F: 2 clusters Score -1385235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1375045.750000 Penalty: 3116.819580
	Iteration 0F: 3 clusters Score -1375046 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1378663.875000 Penalty: 3116.819580
	Iteration 1F: 3 clusters Score -1378664 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1378955.375000 Penalty: 3116.819580
	Iteration 2F: 3 clusters Score -1378955 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1379192.125000 Penalty: 3116.819580
	Iteration 3Q: 3 clusters Score -1379192 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1379393.375000 Penalty: 3116.819580
	Iteration 4Q: 3 clusters Score -1379393 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1379562.375000 Penalty: 3116.819580
	Iteration 5Q: 3 clusters Score -1379562 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1379743.875000 Penalty: 3116.819580
	Iteration 6Q: 3 clusters Score -1379744 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1379931.375000 Penalty: 3116.819580
	Iteration 7Q: 3 clusters Score -1379931 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1380138.000000 Penalty: 3116.819580
	Iteration 8Q: 3 clusters Score -1380138 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1380378.375000 Penalty: 3116.819580
	Iteration 9Q: 3 clusters Score -1380378 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1380645.250000 Penalty: 3116.819580
	Iteration 10Q: 3 clusters Score -1380645 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1380914.375000 Penalty: 3116.819580
	Iteration 11Q: 3 clusters Score -1380914 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1381168.750000 Penalty: 3116.819580
	Iteration 12Q: 3 clusters Score -1381169 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1381397.125000 Penalty: 3116.819580
	Iteration 13Q: 3 clusters Score -1381397 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1381593.000000 Penalty: 3116.819580
	Iteration 14Q: 3 clusters Score -1381593 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1381743.625000 Penalty: 3116.819580
	Iteration 15Q: 3 clusters Score -1381744 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1381875.250000 Penalty: 3116.819580
	Iteration 16Q: 3 clusters Score -1381875 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1381984.000000 Penalty: 3116.819580
	Iteration 17Q: 3 clusters Score -1381984 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1382081.625000 Penalty: 3116.819580
	Iteration 18Q: 3 clusters Score -1382082 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1382173.500000 Penalty: 3116.819580
	Iteration 19Q: 3 clusters Score -1382174 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1382270.000000 Penalty: 3116.819580
	Iteration 20F: 3 clusters Score -1382270 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1382362.625000 Penalty: 3116.819580
	Iteration 21Q: 3 clusters Score -1382363 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1382444.750000 Penalty: 3116.819580
	Iteration 22Q: 3 clusters Score -1382445 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1382525.125000 Penalty: 3116.819580
	Iteration 23Q: 3 clusters Score -1382525 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1382602.875000 Penalty: 3116.819580
	Iteration 24Q: 3 clusters Score -1382603 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1382680.625000 Penalty: 3116.819580
	Iteration 25Q: 3 clusters Score -1382681 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1382744.375000 Penalty: 3116.819580
	Iteration 26Q: 3 clusters Score -1382744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1382809.375000 Penalty: 3116.819580
	Iteration 27Q: 3 clusters Score -1382809 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1382871.750000 Penalty: 3116.819580
	Iteration 28Q: 3 clusters Score -1382872 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1382922.250000 Penalty: 3116.819580
	Iteration 29Q: 3 clusters Score -1382922 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1382971.625000 Penalty: 3116.819580
	Iteration 30Q: 3 clusters Score -1382972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1383030.625000 Penalty: 3116.819580
	Iteration 31Q: 3 clusters Score -1383031 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1383099.625000 Penalty: 3116.819580
	Iteration 32Q: 3 clusters Score -1383100 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1383172.750000 Penalty: 3116.819580
	Iteration 33Q: 3 clusters Score -1383173 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1383266.875000 Penalty: 3116.819580
	Iteration 34Q: 3 clusters Score -1383267 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1383357.875000 Penalty: 3116.819580
	Iteration 35Q: 3 clusters Score -1383358 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1383426.375000 Penalty: 3116.819580
	Iteration 36Q: 3 clusters Score -1383426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1383494.625000 Penalty: 3116.819580
	Iteration 37Q: 3 clusters Score -1383495 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1383562.875000 Penalty: 3116.819580
	Iteration 38Q: 3 clusters Score -1383563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1383621.375000 Penalty: 3116.819580
	Iteration 39Q: 3 clusters Score -1383621 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1383682.375000 Penalty: 3116.819580
	Iteration 40F: 3 clusters Score -1383682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1383719.125000 Penalty: 3116.819580
	Iteration 41Q: 3 clusters Score -1383719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1383746.625000 Penalty: 3116.819580
	Iteration 42Q: 3 clusters Score -1383747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1383771.125000 Penalty: 3116.819580
	Iteration 43Q: 3 clusters Score -1383771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1383791.250000 Penalty: 3116.819580
	Iteration 44Q: 3 clusters Score -1383791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1383809.125000 Penalty: 3116.819580
	Iteration 45Q: 3 clusters Score -1383809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1383822.625000 Penalty: 3116.819580
	Iteration 46Q: 3 clusters Score -1383823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1383834.500000 Penalty: 3116.819580
	Iteration 47Q: 3 clusters Score -1383834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1383853.625000 Penalty: 3116.819580
	Iteration 48Q: 3 clusters Score -1383854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1383865.750000 Penalty: 3116.819580
	Iteration 49Q: 3 clusters Score -1383866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1383874.375000 Penalty: 3116.819580
	Iteration 50Q: 3 clusters Score -1383874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1383883.875000 Penalty: 3116.819580
	Iteration 51Q: 3 clusters Score -1383884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1383897.000000 Penalty: 3116.819580
	Iteration 52Q: 3 clusters Score -1383897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1383906.750000 Penalty: 3116.819580
	Iteration 53Q: 3 clusters Score -1383907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1383910.375000 Penalty: 3116.819580
	Iteration 54Q: 3 clusters Score -1383910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1383915.125000 Penalty: 3116.819580
	Iteration 55Q: 3 clusters Score -1383915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1383914.625000 Penalty: 3116.819580
	Iteration 56Q: 3 clusters Score -1383915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1383917.125000 Penalty: 3116.819580
	Iteration 57Q: 3 clusters Score -1383917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1383918.625000 Penalty: 3116.819580
	Iteration 58Q: 3 clusters Score -1383919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1383919.000000 Penalty: 3116.819580
	Iteration 59Q: 3 clusters Score -1383919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1383918.500000 Penalty: 3116.819580
	Iteration 60F: 3 clusters Score -1383918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41993.378906 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -41993.38 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42118.921875 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42118.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42148.625000 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -42148.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42169.480469 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42169.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42182.425781 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42182.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42191.609375 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42191.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42197.226562 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42197.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42204.195312 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42212.738281 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -42212.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42217.542969 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -42217.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42226.308594 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -42226.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42231.914062 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -42231.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42236.523438 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -42236.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42237.570312 Penalty: 2013.181763
	Iteration 13Q: 3 clusters Score -42237.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42238.460938 Penalty: 2013.181763
	Iteration 14Q: 3 clusters Score -42238.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42238.460938 Penalty: 2013.181763
	Iteration 15F: 3 clusters Score -42238.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Entering Unmasked Estep 
Score: -2048355.625000 Penalty: 1635.771484
	Iteration 0F: 2 clusters Score -2048356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2032358.375000 Penalty: 3271.542969
	Iteration 0F: 3 clusters Score -2032358 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2038478.375000 Penalty: 3271.542969
	Iteration 1F: 3 clusters Score -2038478 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2038945.625000 Penalty: 3271.542969
	Iteration 2F: 3 clusters Score -2038946 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2039401.000000 Penalty: 3271.542969
	Iteration 3Q: 3 clusters Score -2039401 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2039861.125000 Penalty: 3271.542969
	Iteration 4Q: 3 clusters Score -2039861 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2040348.500000 Penalty: 3271.542969
	Iteration 5Q: 3 clusters Score -2040348 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2040880.000000 Penalty: 3271.542969
	Iteration 6Q: 3 clusters Score -2040880 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2041467.375000 Penalty: 3271.542969
	Iteration 7Q: 3 clusters Score -2041467 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2042098.000000 Penalty: 3271.542969
	Iteration 8Q: 3 clusters Score -2042098 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2042738.750000 Penalty: 3271.542969
	Iteration 9Q: 3 clusters Score -2042739 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2043359.500000 Penalty: 3271.542969
	Iteration 10Q: 3 clusters Score -2043360 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2043953.875000 Penalty: 3271.542969
	Iteration 11Q: 3 clusters Score -2043954 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2044440.375000 Penalty: 3271.542969
	Iteration 12Q: 3 clusters Score -2044440 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2044783.750000 Penalty: 3271.542969
	Iteration 13Q: 3 clusters Score -2044784 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2045032.125000 Penalty: 3271.542969
	Iteration 14Q: 3 clusters Score -2045032 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2045243.750000 Penalty: 3271.542969
	Iteration 15Q: 3 clusters Score -2045244 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2045385.000000 Penalty: 3271.542969
	Iteration 16Q: 3 clusters Score -2045385 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2045486.000000 Penalty: 3271.542969
	Iteration 17Q: 3 clusters Score -2045486 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2045554.750000 Penalty: 3271.542969
	Iteration 18Q: 3 clusters Score -2045555 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2045598.125000 Penalty: 3271.542969
	Iteration 19Q: 3 clusters Score -2045598 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2045630.500000 Penalty: 3271.542969
	Iteration 20F: 3 clusters Score -2045630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2045649.250000 Penalty: 3271.542969
	Iteration 21Q: 3 clusters Score -2045649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2045668.375000 Penalty: 3271.542969
	Iteration 22Q: 3 clusters Score -2045668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2045695.625000 Penalty: 3271.542969
	Iteration 23Q: 3 clusters Score -2045696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2045720.500000 Penalty: 3271.542969
	Iteration 24Q: 3 clusters Score -2045720 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2045740.250000 Penalty: 3271.542969
	Iteration 25Q: 3 clusters Score -2045740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2045766.000000 Penalty: 3271.542969
	Iteration 26Q: 3 clusters Score -2045766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2045782.125000 Penalty: 3271.542969
	Iteration 27Q: 3 clusters Score -2045782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2045793.125000 Penalty: 3271.542969
	Iteration 28Q: 3 clusters Score -2045793 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2045806.750000 Penalty: 3271.542969
	Iteration 29Q: 3 clusters Score -2045807 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2045827.750000 Penalty: 3271.542969
	Iteration 30Q: 3 clusters Score -2045828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2045841.875000 Penalty: 3271.542969
	Iteration 31Q: 3 clusters Score -2045842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2045865.000000 Penalty: 3271.542969
	Iteration 32Q: 3 clusters Score -2045865 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2045884.750000 Penalty: 3271.542969
	Iteration 33Q: 3 clusters Score -2045885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2045899.625000 Penalty: 3271.542969
	Iteration 34Q: 3 clusters Score -2045900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2045915.750000 Penalty: 3271.542969
	Iteration 35Q: 3 clusters Score -2045916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2045931.375000 Penalty: 3271.542969
	Iteration 36Q: 3 clusters Score -2045931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2045944.875000 Penalty: 3271.542969
	Iteration 37Q: 3 clusters Score -2045945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2045947.125000 Penalty: 3271.542969
	Iteration 38Q: 3 clusters Score -2045947 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2045960.750000 Penalty: 3271.542969
	Iteration 39Q: 3 clusters Score -2045961 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2045975.375000 Penalty: 3271.542969
	Iteration 40F: 3 clusters Score -2045975 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2045991.125000 Penalty: 3271.542969
	Iteration 41Q: 3 clusters Score -2045991 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2046009.000000 Penalty: 3271.542969
	Iteration 42Q: 3 clusters Score -2046009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2046025.875000 Penalty: 3271.542969
	Iteration 43Q: 3 clusters Score -2046026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2046036.500000 Penalty: 3271.542969
	Iteration 44Q: 3 clusters Score -2046036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2046055.250000 Penalty: 3271.542969
	Iteration 45Q: 3 clusters Score -2046055 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2046074.000000 Penalty: 3271.542969
	Iteration 46Q: 3 clusters Score -2046074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2046084.500000 Penalty: 3271.542969
	Iteration 47Q: 3 clusters Score -2046084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2046092.750000 Penalty: 3271.542969
	Iteration 48Q: 3 clusters Score -2046093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2046097.750000 Penalty: 3271.542969
	Iteration 49Q: 3 clusters Score -2046098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2046103.250000 Penalty: 3271.542969
	Iteration 50Q: 3 clusters Score -2046103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2046120.625000 Penalty: 3271.542969
	Iteration 51Q: 3 clusters Score -2046121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2046123.500000 Penalty: 3271.542969
	Iteration 52Q: 3 clusters Score -2046124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2046126.875000 Penalty: 3271.542969
	Iteration 53Q: 3 clusters Score -2046127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2046131.000000 Penalty: 3271.542969
	Iteration 54Q: 3 clusters Score -2046131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2046141.125000 Penalty: 3271.542969
	Iteration 55Q: 3 clusters Score -2046141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2046150.375000 Penalty: 3271.542969
	Iteration 56Q: 3 clusters Score -2046150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2046164.000000 Penalty: 3271.542969
	Iteration 57Q: 3 clusters Score -2046164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2046175.750000 Penalty: 3271.542969
	Iteration 58Q: 3 clusters Score -2046176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2046178.875000 Penalty: 3271.542969
	Iteration 59Q: 3 clusters Score -2046179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2046179.750000 Penalty: 3271.542969
	Iteration 60F: 3 clusters Score -2046180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2046187.375000 Penalty: 3271.542969
	Iteration 61Q: 3 clusters Score -2046187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2046187.750000 Penalty: 3271.542969
	Iteration 62Q: 3 clusters Score -2046188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2046196.000000 Penalty: 3271.542969
	Iteration 63Q: 3 clusters Score -2046196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2046202.375000 Penalty: 3271.542969
	Iteration 64Q: 3 clusters Score -2046202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2046209.750000 Penalty: 3271.542969
	Iteration 65Q: 3 clusters Score -2046210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2046217.375000 Penalty: 3271.542969
	Iteration 66Q: 3 clusters Score -2046217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2046225.750000 Penalty: 3271.542969
	Iteration 67Q: 3 clusters Score -2046226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2046228.625000 Penalty: 3271.542969
	Iteration 68Q: 3 clusters Score -2046229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2046236.875000 Penalty: 3271.542969
	Iteration 69Q: 3 clusters Score -2046237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2046243.250000 Penalty: 3271.542969
	Iteration 70Q: 3 clusters Score -2046243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2046253.875000 Penalty: 3271.542969
	Iteration 71Q: 3 clusters Score -2046254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2046262.125000 Penalty: 3271.542969
	Iteration 72Q: 3 clusters Score -2046262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2046276.375000 Penalty: 3271.542969
	Iteration 73Q: 3 clusters Score -2046276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2046298.500000 Penalty: 3271.542969
	Iteration 74Q: 3 clusters Score -2046298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2046312.250000 Penalty: 3271.542969
	Iteration 75Q: 3 clusters Score -2046312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2046332.250000 Penalty: 3271.542969
	Iteration 76Q: 3 clusters Score -2046332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2046360.500000 Penalty: 3271.542969
	Iteration 77Q: 3 clusters Score -2046360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2046385.125000 Penalty: 3271.542969
	Iteration 78Q: 3 clusters Score -2046385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2046400.250000 Penalty: 3271.542969
	Iteration 79Q: 3 clusters Score -2046400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2046411.625000 Penalty: 3271.542969
	Iteration 80F: 3 clusters Score -2046412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2046415.000000 Penalty: 3271.542969
	Iteration 81Q: 3 clusters Score -2046415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2046434.000000 Penalty: 3271.542969
	Iteration 82Q: 3 clusters Score -2046434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2046447.875000 Penalty: 3271.542969
	Iteration 83Q: 3 clusters Score -2046448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2046470.375000 Penalty: 3271.542969
	Iteration 84Q: 3 clusters Score -2046470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2046484.500000 Penalty: 3271.542969
	Iteration 85Q: 3 clusters Score -2046484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2046494.500000 Penalty: 3271.542969
	Iteration 86Q: 3 clusters Score -2046494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2046504.500000 Penalty: 3271.542969
	Iteration 87Q: 3 clusters Score -2046504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2046520.125000 Penalty: 3271.542969
	Iteration 88Q: 3 clusters Score -2046520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2046534.000000 Penalty: 3271.542969
	Iteration 89Q: 3 clusters Score -2046534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2046550.500000 Penalty: 3271.542969
	Iteration 90Q: 3 clusters Score -2046550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2046568.000000 Penalty: 3271.542969
	Iteration 91Q: 3 clusters Score -2046568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2046592.750000 Penalty: 3271.542969
	Iteration 92Q: 3 clusters Score -2046593 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2046617.875000 Penalty: 3271.542969
	Iteration 93Q: 3 clusters Score -2046618 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2046645.875000 Penalty: 3271.542969
	Iteration 94Q: 3 clusters Score -2046646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2046675.375000 Penalty: 3271.542969
	Iteration 95Q: 3 clusters Score -2046675 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2046698.125000 Penalty: 3271.542969
	Iteration 96Q: 3 clusters Score -2046698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2046716.625000 Penalty: 3271.542969
	Iteration 97Q: 3 clusters Score -2046717 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2046731.875000 Penalty: 3271.542969
	Iteration 98Q: 3 clusters Score -2046732 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2046760.750000 Penalty: 3271.542969
	Iteration 99Q: 3 clusters Score -2046761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2046780.125000 Penalty: 3271.542969
	Iteration 100F: 3 clusters Score -2046780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2046803.750000 Penalty: 3271.542969
	Iteration 101Q: 3 clusters Score -2046804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2046824.875000 Penalty: 3271.542969
	Iteration 102Q: 3 clusters Score -2046825 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2046851.375000 Penalty: 3271.542969
	Iteration 103Q: 3 clusters Score -2046851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2046868.125000 Penalty: 3271.542969
	Iteration 104Q: 3 clusters Score -2046868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2046888.000000 Penalty: 3271.542969
	Iteration 105Q: 3 clusters Score -2046888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2046905.750000 Penalty: 3271.542969
	Iteration 106Q: 3 clusters Score -2046906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2046927.000000 Penalty: 3271.542969
	Iteration 107Q: 3 clusters Score -2046927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2046940.625000 Penalty: 3271.542969
	Iteration 108Q: 3 clusters Score -2046941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2046957.750000 Penalty: 3271.542969
	Iteration 109Q: 3 clusters Score -2046958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2046971.750000 Penalty: 3271.542969
	Iteration 110Q: 3 clusters Score -2046972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2046975.375000 Penalty: 3271.542969
	Iteration 111Q: 3 clusters Score -2046975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2046981.625000 Penalty: 3271.542969
	Iteration 112Q: 3 clusters Score -2046982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2046990.000000 Penalty: 3271.542969
	Iteration 113Q: 3 clusters Score -2046990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2047000.625000 Penalty: 3271.542969
	Iteration 114Q: 3 clusters Score -2047001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2047015.125000 Penalty: 3271.542969
	Iteration 115Q: 3 clusters Score -2047015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2047026.875000 Penalty: 3271.542969
	Iteration 116Q: 3 clusters Score -2047027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2047038.000000 Penalty: 3271.542969
	Iteration 117Q: 3 clusters Score -2047038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2047054.125000 Penalty: 3271.542969
	Iteration 118Q: 3 clusters Score -2047054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2047060.250000 Penalty: 3271.542969
	Iteration 119Q: 3 clusters Score -2047060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2047066.500000 Penalty: 3271.542969
	Iteration 120F: 3 clusters Score -2047066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2047073.750000 Penalty: 3271.542969
	Iteration 121Q: 3 clusters Score -2047074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2047081.125000 Penalty: 3271.542969
	Iteration 122Q: 3 clusters Score -2047081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2047086.125000 Penalty: 3271.542969
	Iteration 123Q: 3 clusters Score -2047086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2047086.625000 Penalty: 3271.542969
	Iteration 124Q: 3 clusters Score -2047087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2047094.500000 Penalty: 3271.542969
	Iteration 125Q: 3 clusters Score -2047094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2047102.000000 Penalty: 3271.542969
	Iteration 126Q: 3 clusters Score -2047102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2047115.625000 Penalty: 3271.542969
	Iteration 127Q: 3 clusters Score -2047116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2047113.750000 Penalty: 3271.542969
	Iteration 128Q: 3 clusters Score -2047114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2047116.625000 Penalty: 3271.542969
	Iteration 129Q: 3 clusters Score -2047117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2047121.750000 Penalty: 3271.542969
	Iteration 130Q: 3 clusters Score -2047122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2047123.875000 Penalty: 3271.542969
	Iteration 131Q: 3 clusters Score -2047124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2047128.500000 Penalty: 3271.542969
	Iteration 132Q: 3 clusters Score -2047128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2047131.750000 Penalty: 3271.542969
	Iteration 133Q: 3 clusters Score -2047132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2047139.375000 Penalty: 3271.542969
	Iteration 134Q: 3 clusters Score -2047139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2047141.375000 Penalty: 3271.542969
	Iteration 135Q: 3 clusters Score -2047141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2047145.000000 Penalty: 3271.542969
	Iteration 136Q: 3 clusters Score -2047145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2047141.250000 Penalty: 3271.542969
	Iteration 137Q: 3 clusters Score -2047141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2047145.500000 Penalty: 3271.542969
	Iteration 138Q: 3 clusters Score -2047146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2047146.625000 Penalty: 3271.542969
	Iteration 139Q: 3 clusters Score -2047147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2047149.250000 Penalty: 3271.542969
	Iteration 140F: 3 clusters Score -2047149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2047148.375000 Penalty: 3271.542969
	Iteration 141Q: 3 clusters Score -2047148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2047152.250000 Penalty: 3271.542969
	Iteration 142Q: 3 clusters Score -2047152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2047149.250000 Penalty: 3271.542969
	Iteration 143Q: 3 clusters Score -2047149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2047153.875000 Penalty: 3271.542969
	Iteration 144Q: 3 clusters Score -2047154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2047152.500000 Penalty: 3271.542969
	Iteration 145Q: 3 clusters Score -2047152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2047153.625000 Penalty: 3271.542969
	Iteration 146Q: 3 clusters Score -2047154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2047157.250000 Penalty: 3271.542969
	Iteration 147Q: 3 clusters Score -2047157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2047159.625000 Penalty: 3271.542969
	Iteration 148Q: 3 clusters Score -2047160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2047166.875000 Penalty: 3271.542969
	Iteration 149Q: 3 clusters Score -2047167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2047162.750000 Penalty: 3271.542969
	Iteration 150Q: 3 clusters Score -2047163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2047164.125000 Penalty: 3271.542969
	Iteration 151Q: 3 clusters Score -2047164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2047165.375000 Penalty: 3271.542969
	Iteration 152Q: 3 clusters Score -2047165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2047165.625000 Penalty: 3271.542969
	Iteration 153Q: 3 clusters Score -2047166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2047169.750000 Penalty: 3271.542969
	Iteration 154Q: 3 clusters Score -2047170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2047164.750000 Penalty: 3271.542969
	Iteration 155Q: 3 clusters Score -2047165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2047168.000000 Penalty: 3271.542969
	Iteration 156Q: 3 clusters Score -2047168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2047170.750000 Penalty: 3271.542969
	Iteration 157Q: 3 clusters Score -2047171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2047170.500000 Penalty: 3271.542969
	Iteration 158Q: 3 clusters Score -2047170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2047165.625000 Penalty: 3271.542969
	Iteration 159Q: 3 clusters Score -2047166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2047167.750000 Penalty: 3271.542969
	Iteration 160F: 3 clusters Score -2047168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -84541.703125 Penalty: 1113.145508
	Iteration 0F: 2 clusters Score -84541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83118.187500 Penalty: 2226.291016
	Iteration 0F: 3 clusters Score -83118.19 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83350.031250 Penalty: 2226.291016
	Iteration 1F: 3 clusters Score -83350.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83430.281250 Penalty: 2226.291016
	Iteration 2F: 3 clusters Score -83430.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83457.664062 Penalty: 2226.291016
	Iteration 3Q: 3 clusters Score -83457.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83469.695312 Penalty: 2226.291016
	Iteration 4Q: 3 clusters Score -83469.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83480.859375 Penalty: 2226.291016
	Iteration 5Q: 3 clusters Score -83480.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83494.210938 Penalty: 2226.291016
	Iteration 6Q: 3 clusters Score -83494.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83505.078125 Penalty: 2226.291016
	Iteration 7Q: 3 clusters Score -83505.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83521.562500 Penalty: 2226.291016
	Iteration 8Q: 3 clusters Score -83521.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83546.429688 Penalty: 2226.291016
	Iteration 9Q: 3 clusters Score -83546.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83564.390625 Penalty: 2226.291016
	Iteration 10Q: 3 clusters Score -83564.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83587.539062 Penalty: 2226.291016
	Iteration 11Q: 3 clusters Score -83587.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83599.085938 Penalty: 2226.291016
	Iteration 12Q: 3 clusters Score -83599.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83611.765625 Penalty: 2226.291016
	Iteration 13Q: 3 clusters Score -83611.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83622.695312 Penalty: 2226.291016
	Iteration 14Q: 3 clusters Score -83622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83628.632812 Penalty: 2226.291016
	Iteration 15Q: 3 clusters Score -83628.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83637.554688 Penalty: 2226.291016
	Iteration 16Q: 3 clusters Score -83637.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83649.929688 Penalty: 2226.291016
	Iteration 17Q: 3 clusters Score -83649.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83659.250000 Penalty: 2226.291016
	Iteration 18Q: 3 clusters Score -83659.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83670.507812 Penalty: 2226.291016
	Iteration 19Q: 3 clusters Score -83670.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83683.203125 Penalty: 2226.291016
	Iteration 20F: 3 clusters Score -83683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83700.710938 Penalty: 2226.291016
	Iteration 21Q: 3 clusters Score -83700.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83720.734375 Penalty: 2226.291016
	Iteration 22Q: 3 clusters Score -83720.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83760.687500 Penalty: 2226.291016
	Iteration 23Q: 3 clusters Score -83760.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83788.710938 Penalty: 2226.291016
	Iteration 24Q: 3 clusters Score -83788.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83805.289062 Penalty: 2226.291016
	Iteration 25Q: 3 clusters Score -83805.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83818.687500 Penalty: 2226.291016
	Iteration 26Q: 3 clusters Score -83818.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83830.867188 Penalty: 2226.291016
	Iteration 27Q: 3 clusters Score -83830.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83840.273438 Penalty: 2226.291016
	Iteration 28Q: 3 clusters Score -83840.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83847.523438 Penalty: 2226.291016
	Iteration 29Q: 3 clusters Score -83847.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83852.632812 Penalty: 2226.291016
	Iteration 30Q: 3 clusters Score -83852.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83862.179688 Penalty: 2226.291016
	Iteration 31Q: 3 clusters Score -83862.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83867.289062 Penalty: 2226.291016
	Iteration 32Q: 3 clusters Score -83867.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83869.500000 Penalty: 2226.291016
	Iteration 33Q: 3 clusters Score -83869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83873.046875 Penalty: 2226.291016
	Iteration 34Q: 3 clusters Score -83873.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83873.046875 Penalty: 2226.291016
	Iteration 35F: 3 clusters Score -83873.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -111487.570312 Penalty: 1166.017090
	Iteration 0F: 2 clusters Score -111487.6 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 646 members 
Entering Unmasked Estep 
Score: -109861.617188 Penalty: 2332.034180
	Iteration 0F: 3 clusters Score -109861.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -110184.726562 Penalty: 2332.034180
	Iteration 1F: 3 clusters Score -110184.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110279.617188 Penalty: 2332.034180
	Iteration 2F: 3 clusters Score -110279.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -110351.781250 Penalty: 2332.034180
	Iteration 3F: 3 clusters Score -110351.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -110424.796875 Penalty: 2332.034180
	Iteration 4Q: 3 clusters Score -110424.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -110471.382812 Penalty: 2332.034180
	Iteration 5Q: 3 clusters Score -110471.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -110507.500000 Penalty: 2332.034180
	Iteration 6Q: 3 clusters Score -110507.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -110548.484375 Penalty: 2332.034180
	Iteration 7Q: 3 clusters Score -110548.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -110564.101562 Penalty: 2332.034180
	Iteration 8Q: 3 clusters Score -110564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110572.476562 Penalty: 2332.034180
	Iteration 9Q: 3 clusters Score -110572.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -110581.835938 Penalty: 2332.034180
	Iteration 10Q: 3 clusters Score -110581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -110592.343750 Penalty: 2332.034180
	Iteration 11Q: 3 clusters Score -110592.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -110605.679688 Penalty: 2332.034180
	Iteration 12Q: 3 clusters Score -110605.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -110615.156250 Penalty: 2332.034180
	Iteration 13Q: 3 clusters Score -110615.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -110622.234375 Penalty: 2332.034180
	Iteration 14Q: 3 clusters Score -110622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -110626.531250 Penalty: 2332.034180
	Iteration 15Q: 3 clusters Score -110626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -110628.140625 Penalty: 2332.034180
	Iteration 16Q: 3 clusters Score -110628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -110628.757812 Penalty: 2332.034180
	Iteration 17Q: 3 clusters Score -110628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -110628.757812 Penalty: 2332.034180
	Iteration 18F: 3 clusters Score -110628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -379134.750000 Penalty: 1350.282593
	Iteration 0F: 2 clusters Score -379134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -375768.250000 Penalty: 2700.565186
	Iteration 0F: 3 clusters Score -375768.2 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -376741.375000 Penalty: 2700.565186
	Iteration 1F: 3 clusters Score -376741.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -376968.343750 Penalty: 2700.565186
	Iteration 2F: 3 clusters Score -376968.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -377157.531250 Penalty: 2700.565186
	Iteration 3F: 3 clusters Score -377157.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -377324.468750 Penalty: 2700.565186
	Iteration 4F: 3 clusters Score -377324.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -377469.937500 Penalty: 2700.565186
	Iteration 5F: 3 clusters Score -377469.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -377594.218750 Penalty: 2700.565186
	Iteration 6Q: 3 clusters Score -377594.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -377692.031250 Penalty: 2700.565186
	Iteration 7Q: 3 clusters Score -377692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -377758.968750 Penalty: 2700.565186
	Iteration 8Q: 3 clusters Score -377759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -377819.812500 Penalty: 2700.565186
	Iteration 9Q: 3 clusters Score -377819.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -377867.812500 Penalty: 2700.565186
	Iteration 10Q: 3 clusters Score -377867.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -377897.062500 Penalty: 2700.565186
	Iteration 11Q: 3 clusters Score -377897.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -377924.437500 Penalty: 2700.565186
	Iteration 12Q: 3 clusters Score -377924.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -377944.500000 Penalty: 2700.565186
	Iteration 13Q: 3 clusters Score -377944.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -377966.781250 Penalty: 2700.565186
	Iteration 14Q: 3 clusters Score -377966.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -377994.500000 Penalty: 2700.565186
	Iteration 15Q: 3 clusters Score -377994.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -378016.218750 Penalty: 2700.565186
	Iteration 16Q: 3 clusters Score -378016.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -378036.125000 Penalty: 2700.565186
	Iteration 17Q: 3 clusters Score -378036.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -378052.125000 Penalty: 2700.565186
	Iteration 18Q: 3 clusters Score -378052.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -378066.531250 Penalty: 2700.565186
	Iteration 19Q: 3 clusters Score -378066.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -378074.906250 Penalty: 2700.565186
	Iteration 20F: 3 clusters Score -378074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -378079.156250 Penalty: 2700.565186
	Iteration 21Q: 3 clusters Score -378079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -378084.218750 Penalty: 2700.565186
	Iteration 22Q: 3 clusters Score -378084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -378089.625000 Penalty: 2700.565186
	Iteration 23Q: 3 clusters Score -378089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -378091.625000 Penalty: 2700.565186
	Iteration 24Q: 3 clusters Score -378091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -378094.750000 Penalty: 2700.565186
	Iteration 25Q: 3 clusters Score -378094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -378098.218750 Penalty: 2700.565186
	Iteration 26Q: 3 clusters Score -378098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -378102.718750 Penalty: 2700.565186
	Iteration 27Q: 3 clusters Score -378102.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -378110.281250 Penalty: 2700.565186
	Iteration 28Q: 3 clusters Score -378110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -378116.875000 Penalty: 2700.565186
	Iteration 29Q: 3 clusters Score -378116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -378120.187500 Penalty: 2700.565186
	Iteration 30Q: 3 clusters Score -378120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -378123.625000 Penalty: 2700.565186
	Iteration 31Q: 3 clusters Score -378123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -378128.062500 Penalty: 2700.565186
	Iteration 32Q: 3 clusters Score -378128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -378131.656250 Penalty: 2700.565186
	Iteration 33Q: 3 clusters Score -378131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -378132.093750 Penalty: 2700.565186
	Iteration 34Q: 3 clusters Score -378132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -378132.093750 Penalty: 2700.565186
	Iteration 35F: 3 clusters Score -378132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Entering Unmasked Estep 
Score: -2073532.500000 Penalty: 1617.932373
	Iteration 0F: 2 clusters Score -2073532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2059356.500000 Penalty: 3235.864746
	Iteration 0F: 3 clusters Score -2059356 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2064418.625000 Penalty: 3235.864746
	Iteration 1F: 3 clusters Score -2064419 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2064696.750000 Penalty: 3235.864746
	Iteration 2Q: 3 clusters Score -2064697 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2064946.750000 Penalty: 3235.864746
	Iteration 3Q: 3 clusters Score -2064947 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2065207.000000 Penalty: 3235.864746
	Iteration 4Q: 3 clusters Score -2065207 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2065515.500000 Penalty: 3235.864746
	Iteration 5Q: 3 clusters Score -2065516 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2065934.500000 Penalty: 3235.864746
	Iteration 6Q: 3 clusters Score -2065934 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2066534.750000 Penalty: 3235.864746
	Iteration 7F: 3 clusters Score -2066535 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2067312.125000 Penalty: 3235.864746
	Iteration 8F: 3 clusters Score -2067312 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2068302.000000 Penalty: 3235.864746
	Iteration 9F: 3 clusters Score -2068302 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2069244.125000 Penalty: 3235.864746
	Iteration 10F: 3 clusters Score -2069244 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2070025.375000 Penalty: 3235.864746
	Iteration 11Q: 3 clusters Score -2070025 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2070654.500000 Penalty: 3235.864746
	Iteration 12Q: 3 clusters Score -2070654 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2071111.875000 Penalty: 3235.864746
	Iteration 13Q: 3 clusters Score -2071112 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2071383.000000 Penalty: 3235.864746
	Iteration 14Q: 3 clusters Score -2071383 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2071567.000000 Penalty: 3235.864746
	Iteration 15Q: 3 clusters Score -2071567 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2071706.125000 Penalty: 3235.864746
	Iteration 16Q: 3 clusters Score -2071706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2071839.625000 Penalty: 3235.864746
	Iteration 17Q: 3 clusters Score -2071840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2071935.875000 Penalty: 3235.864746
	Iteration 18Q: 3 clusters Score -2071936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2071996.750000 Penalty: 3235.864746
	Iteration 19Q: 3 clusters Score -2071997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2072034.625000 Penalty: 3235.864746
	Iteration 20F: 3 clusters Score -2072035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2072065.750000 Penalty: 3235.864746
	Iteration 21Q: 3 clusters Score -2072066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2072091.625000 Penalty: 3235.864746
	Iteration 22Q: 3 clusters Score -2072092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2072104.375000 Penalty: 3235.864746
	Iteration 23Q: 3 clusters Score -2072104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2072115.125000 Penalty: 3235.864746
	Iteration 24Q: 3 clusters Score -2072115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2072119.375000 Penalty: 3235.864746
	Iteration 25Q: 3 clusters Score -2072119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2072126.875000 Penalty: 3235.864746
	Iteration 26Q: 3 clusters Score -2072127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2072129.000000 Penalty: 3235.864746
	Iteration 27Q: 3 clusters Score -2072129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2072133.750000 Penalty: 3235.864746
	Iteration 28Q: 3 clusters Score -2072134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2072143.375000 Penalty: 3235.864746
	Iteration 29Q: 3 clusters Score -2072143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2072147.500000 Penalty: 3235.864746
	Iteration 30Q: 3 clusters Score -2072148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2072150.125000 Penalty: 3235.864746
	Iteration 31Q: 3 clusters Score -2072150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2072152.875000 Penalty: 3235.864746
	Iteration 32Q: 3 clusters Score -2072153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2072155.000000 Penalty: 3235.864746
	Iteration 33Q: 3 clusters Score -2072155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2072157.875000 Penalty: 3235.864746
	Iteration 34Q: 3 clusters Score -2072158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2072161.000000 Penalty: 3235.864746
	Iteration 35Q: 3 clusters Score -2072161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2072161.750000 Penalty: 3235.864746
	Iteration 36Q: 3 clusters Score -2072162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2072161.250000 Penalty: 3235.864746
	Iteration 37Q: 3 clusters Score -2072161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2072161.250000 Penalty: 3235.864746
	Iteration 38F: 3 clusters Score -2072161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -754230.812500 Penalty: 1462.718872
	Iteration 0F: 2 clusters Score -754230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -748237.625000 Penalty: 2925.437744
	Iteration 0F: 3 clusters Score -748237.6 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -750116.187500 Penalty: 2925.437744
	Iteration 1F: 3 clusters Score -750116.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -750419.187500 Penalty: 2925.437744
	Iteration 2F: 3 clusters Score -750419.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -750661.250000 Penalty: 2925.437744
	Iteration 3F: 3 clusters Score -750661.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -750854.875000 Penalty: 2925.437744
	Iteration 4Q: 3 clusters Score -750854.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -751058.687500 Penalty: 2925.437744
	Iteration 5Q: 3 clusters Score -751058.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -751285.312500 Penalty: 2925.437744
	Iteration 6Q: 3 clusters Score -751285.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -751507.937500 Penalty: 2925.437744
	Iteration 7Q: 3 clusters Score -751507.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -751752.500000 Penalty: 2925.437744
	Iteration 8Q: 3 clusters Score -751752.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -752005.750000 Penalty: 2925.437744
	Iteration 9Q: 3 clusters Score -752005.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -752237.187500 Penalty: 2925.437744
	Iteration 10Q: 3 clusters Score -752237.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -752441.000000 Penalty: 2925.437744
	Iteration 11Q: 3 clusters Score -752441 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -752617.812500 Penalty: 2925.437744
	Iteration 12Q: 3 clusters Score -752617.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -752753.062500 Penalty: 2925.437744
	Iteration 13Q: 3 clusters Score -752753.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -752841.187500 Penalty: 2925.437744
	Iteration 14Q: 3 clusters Score -752841.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -752895.500000 Penalty: 2925.437744
	Iteration 15Q: 3 clusters Score -752895.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -752918.937500 Penalty: 2925.437744
	Iteration 16Q: 3 clusters Score -752918.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -752946.437500 Penalty: 2925.437744
	Iteration 17Q: 3 clusters Score -752946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -752958.125000 Penalty: 2925.437744
	Iteration 18Q: 3 clusters Score -752958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -752973.437500 Penalty: 2925.437744
	Iteration 19Q: 3 clusters Score -752973.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -752994.562500 Penalty: 2925.437744
	Iteration 20F: 3 clusters Score -752994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -753006.750000 Penalty: 2925.437744
	Iteration 21Q: 3 clusters Score -753006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -753011.375000 Penalty: 2925.437744
	Iteration 22Q: 3 clusters Score -753011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -753010.812500 Penalty: 2925.437744
	Iteration 23Q: 3 clusters Score -753010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -753011.312500 Penalty: 2925.437744
	Iteration 24Q: 3 clusters Score -753011.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -753011.312500 Penalty: 2925.437744
	Iteration 25F: 3 clusters Score -753011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -75435.359375 Penalty: 1102.657959
	Iteration 0F: 2 clusters Score -75435.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74081.031250 Penalty: 2205.315918
	Iteration 0F: 3 clusters Score -74081.03 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74314.515625 Penalty: 2205.315918
	Iteration 1F: 3 clusters Score -74314.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74405.031250 Penalty: 2205.315918
	Iteration 2F: 3 clusters Score -74405.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74453.671875 Penalty: 2205.315918
	Iteration 3Q: 3 clusters Score -74453.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74483.531250 Penalty: 2205.315918
	Iteration 4Q: 3 clusters Score -74483.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74498.953125 Penalty: 2205.315918
	Iteration 5Q: 3 clusters Score -74498.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74505.421875 Penalty: 2205.315918
	Iteration 6Q: 3 clusters Score -74505.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74506.523438 Penalty: 2205.315918
	Iteration 7Q: 3 clusters Score -74506.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -74507.375000 Penalty: 2205.315918
	Iteration 8Q: 3 clusters Score -74507.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -74507.375000 Penalty: 2205.315918
	Iteration 9F: 3 clusters Score -74507.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Entering Unmasked Estep 
Score: -1486630.000000 Penalty: 1567.571411
	Iteration 0F: 2 clusters Score -1486630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1475942.000000 Penalty: 3135.142822
	Iteration 0F: 3 clusters Score -1475942 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1479762.750000 Penalty: 3135.142822
	Iteration 1F: 3 clusters Score -1479763 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1480175.125000 Penalty: 3135.142822
	Iteration 2F: 3 clusters Score -1480175 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1480582.000000 Penalty: 3135.142822
	Iteration 3F: 3 clusters Score -1480582 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1480974.375000 Penalty: 3135.142822
	Iteration 4F: 3 clusters Score -1480974 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1481444.125000 Penalty: 3135.142822
	Iteration 5F: 3 clusters Score -1481444 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1482036.500000 Penalty: 3135.142822
	Iteration 6F: 3 clusters Score -1482036 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1482775.000000 Penalty: 3135.142822
	Iteration 7F: 3 clusters Score -1482775 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1483637.875000 Penalty: 3135.142822
	Iteration 8F: 3 clusters Score -1483638 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1484306.625000 Penalty: 3135.142822
	Iteration 9Q: 3 clusters Score -1484307 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1484698.000000 Penalty: 3135.142822
	Iteration 10Q: 3 clusters Score -1484698 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1484930.125000 Penalty: 3135.142822
	Iteration 11Q: 3 clusters Score -1484930 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1485094.500000 Penalty: 3135.142822
	Iteration 12Q: 3 clusters Score -1485094 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1485243.250000 Penalty: 3135.142822
	Iteration 13Q: 3 clusters Score -1485243 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1485343.000000 Penalty: 3135.142822
	Iteration 14Q: 3 clusters Score -1485343 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1485447.750000 Penalty: 3135.142822
	Iteration 15Q: 3 clusters Score -1485448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1485535.750000 Penalty: 3135.142822
	Iteration 16Q: 3 clusters Score -1485536 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1485599.375000 Penalty: 3135.142822
	Iteration 17Q: 3 clusters Score -1485599 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1485641.500000 Penalty: 3135.142822
	Iteration 18Q: 3 clusters Score -1485642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1485660.875000 Penalty: 3135.142822
	Iteration 19Q: 3 clusters Score -1485661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1485681.625000 Penalty: 3135.142822
	Iteration 20F: 3 clusters Score -1485682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1485693.125000 Penalty: 3135.142822
	Iteration 21Q: 3 clusters Score -1485693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1485700.250000 Penalty: 3135.142822
	Iteration 22Q: 3 clusters Score -1485700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1485715.375000 Penalty: 3135.142822
	Iteration 23Q: 3 clusters Score -1485715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1485716.875000 Penalty: 3135.142822
	Iteration 24Q: 3 clusters Score -1485717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1485724.500000 Penalty: 3135.142822
	Iteration 25Q: 3 clusters Score -1485724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1485725.500000 Penalty: 3135.142822
	Iteration 26Q: 3 clusters Score -1485726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1485725.750000 Penalty: 3135.142822
	Iteration 27Q: 3 clusters Score -1485726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1485729.500000 Penalty: 3135.142822
	Iteration 28Q: 3 clusters Score -1485730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1485732.625000 Penalty: 3135.142822
	Iteration 29Q: 3 clusters Score -1485733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1485735.000000 Penalty: 3135.142822
	Iteration 30Q: 3 clusters Score -1485735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1485736.250000 Penalty: 3135.142822
	Iteration 31Q: 3 clusters Score -1485736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1485735.500000 Penalty: 3135.142822
	Iteration 32Q: 3 clusters Score -1485736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1485738.875000 Penalty: 3135.142822
	Iteration 33Q: 3 clusters Score -1485739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1485740.125000 Penalty: 3135.142822
	Iteration 34Q: 3 clusters Score -1485740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1485740.500000 Penalty: 3135.142822
	Iteration 35Q: 3 clusters Score -1485740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1485741.625000 Penalty: 3135.142822
	Iteration 36Q: 3 clusters Score -1485742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1485743.125000 Penalty: 3135.142822
	Iteration 37Q: 3 clusters Score -1485743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1485744.375000 Penalty: 3135.142822
	Iteration 38Q: 3 clusters Score -1485744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1485745.625000 Penalty: 3135.142822
	Iteration 39Q: 3 clusters Score -1485746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1485744.125000 Penalty: 3135.142822
	Iteration 40F: 3 clusters Score -1485744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1485744.625000 Penalty: 3135.142822
	Iteration 41Q: 3 clusters Score -1485745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1485746.250000 Penalty: 3135.142822
	Iteration 42Q: 3 clusters Score -1485746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1485745.625000 Penalty: 3135.142822
	Iteration 43Q: 3 clusters Score -1485746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1485745.625000 Penalty: 3135.142822
	Iteration 44F: 3 clusters Score -1485746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Entering Unmasked Estep 
Score: -3725321.000000 Penalty: 1714.074829
	Iteration 0F: 2 clusters Score -3725321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -3703247.500000 Penalty: 3428.149658
	Iteration 0F: 3 clusters Score -3703248 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3713287.250000 Penalty: 3428.149658
	Iteration 1F: 3 clusters Score -3713287 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3713808.750000 Penalty: 3428.149658
	Iteration 2Q: 3 clusters Score -3713809 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3714422.000000 Penalty: 3428.149658
	Iteration 3Q: 3 clusters Score -3714422 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3715294.750000 Penalty: 3428.149658
	Iteration 4F: 3 clusters Score -3715295 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3716408.750000 Penalty: 3428.149658
	Iteration 5F: 3 clusters Score -3716409 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3717874.250000 Penalty: 3428.149658
	Iteration 6F: 3 clusters Score -3717874 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3719524.000000 Penalty: 3428.149658
	Iteration 7F: 3 clusters Score -3719524 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3721297.750000 Penalty: 3428.149658
	Iteration 8F: 3 clusters Score -3721298 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3722818.250000 Penalty: 3428.149658
	Iteration 9Q: 3 clusters Score -3722818 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3723422.750000 Penalty: 3428.149658
	Iteration 10Q: 3 clusters Score -3723423 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3723702.250000 Penalty: 3428.149658
	Iteration 11Q: 3 clusters Score -3723702 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3723817.250000 Penalty: 3428.149658
	Iteration 12Q: 3 clusters Score -3723817 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3723840.750000 Penalty: 3428.149658
	Iteration 13Q: 3 clusters Score -3723841 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3723821.500000 Penalty: 3428.149658
	Iteration 14Q: 3 clusters Score -3723822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3723823.000000 Penalty: 3428.149658
	Iteration 15Q: 3 clusters Score -3723823 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3723853.000000 Penalty: 3428.149658
	Iteration 16Q: 3 clusters Score -3723853 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3723881.750000 Penalty: 3428.149658
	Iteration 17Q: 3 clusters Score -3723882 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3723889.500000 Penalty: 3428.149658
	Iteration 18Q: 3 clusters Score -3723890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3723888.000000 Penalty: 3428.149658
	Iteration 19Q: 3 clusters Score -3723888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3723866.000000 Penalty: 3428.149658
	Iteration 20F: 3 clusters Score -3723866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3723842.000000 Penalty: 3428.149658
	Iteration 21Q: 3 clusters Score -3723842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3723829.750000 Penalty: 3428.149658
	Iteration 22Q: 3 clusters Score -3723830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3723831.000000 Penalty: 3428.149658
	Iteration 23Q: 3 clusters Score -3723831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3723842.000000 Penalty: 3428.149658
	Iteration 24Q: 3 clusters Score -3723842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3723825.000000 Penalty: 3428.149658
	Iteration 25Q: 3 clusters Score -3723825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3723829.500000 Penalty: 3428.149658
	Iteration 26Q: 3 clusters Score -3723830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3723831.750000 Penalty: 3428.149658
	Iteration 27Q: 3 clusters Score -3723832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3723837.500000 Penalty: 3428.149658
	Iteration 28Q: 3 clusters Score -3723838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3723832.250000 Penalty: 3428.149658
	Iteration 29Q: 3 clusters Score -3723832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3723828.000000 Penalty: 3428.149658
	Iteration 30Q: 3 clusters Score -3723828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3723833.750000 Penalty: 3428.149658
	Iteration 31Q: 3 clusters Score -3723834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3723829.000000 Penalty: 3428.149658
	Iteration 32Q: 3 clusters Score -3723829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3723835.000000 Penalty: 3428.149658
	Iteration 33Q: 3 clusters Score -3723835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3723834.750000 Penalty: 3428.149658
	Iteration 34Q: 3 clusters Score -3723835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3723841.250000 Penalty: 3428.149658
	Iteration 35Q: 3 clusters Score -3723841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3723848.750000 Penalty: 3428.149658
	Iteration 36Q: 3 clusters Score -3723849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3723848.000000 Penalty: 3428.149658
	Iteration 37Q: 3 clusters Score -3723848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3723840.500000 Penalty: 3428.149658
	Iteration 38Q: 3 clusters Score -3723840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3723845.250000 Penalty: 3428.149658
	Iteration 39Q: 3 clusters Score -3723845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3723846.250000 Penalty: 3428.149658
	Iteration 40F: 3 clusters Score -3723846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3723850.250000 Penalty: 3428.149658
	Iteration 41Q: 3 clusters Score -3723850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3723846.750000 Penalty: 3428.149658
	Iteration 42Q: 3 clusters Score -3723847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3723849.500000 Penalty: 3428.149658
	Iteration 43Q: 3 clusters Score -3723850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3723847.750000 Penalty: 3428.149658
	Iteration 44Q: 3 clusters Score -3723848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3723856.000000 Penalty: 3428.149658
	Iteration 45Q: 3 clusters Score -3723856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3723855.500000 Penalty: 3428.149658
	Iteration 46Q: 3 clusters Score -3723856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3723852.500000 Penalty: 3428.149658
	Iteration 47Q: 3 clusters Score -3723852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3723855.750000 Penalty: 3428.149658
	Iteration 48Q: 3 clusters Score -3723856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3723854.250000 Penalty: 3428.149658
	Iteration 49Q: 3 clusters Score -3723854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3723859.750000 Penalty: 3428.149658
	Iteration 50Q: 3 clusters Score -3723860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3723859.750000 Penalty: 3428.149658
	Iteration 51Q: 3 clusters Score -3723860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3723863.500000 Penalty: 3428.149658
	Iteration 52Q: 3 clusters Score -3723864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3723860.250000 Penalty: 3428.149658
	Iteration 53Q: 3 clusters Score -3723860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3723863.250000 Penalty: 3428.149658
	Iteration 54Q: 3 clusters Score -3723863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3723858.000000 Penalty: 3428.149658
	Iteration 55Q: 3 clusters Score -3723858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3723859.000000 Penalty: 3428.149658
	Iteration 56Q: 3 clusters Score -3723859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3723860.750000 Penalty: 3428.149658
	Iteration 57Q: 3 clusters Score -3723861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3723866.000000 Penalty: 3428.149658
	Iteration 58Q: 3 clusters Score -3723866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3723863.250000 Penalty: 3428.149658
	Iteration 59Q: 3 clusters Score -3723863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3723863.250000 Penalty: 3428.149658
	Iteration 60F: 3 clusters Score -3723863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -127649.320312 Penalty: 1201.704956
	Iteration 0F: 2 clusters Score -127649.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -125766.570312 Penalty: 2403.409912
	Iteration 0F: 3 clusters Score -125766.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -126163.703125 Penalty: 2403.409912
	Iteration 1F: 3 clusters Score -126163.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126327.554688 Penalty: 2403.409912
	Iteration 2F: 3 clusters Score -126327.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -126501.945312 Penalty: 2403.409912
	Iteration 3F: 3 clusters Score -126501.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -126688.187500 Penalty: 2403.409912
	Iteration 4F: 3 clusters Score -126688.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126850.250000 Penalty: 2403.409912
	Iteration 5F: 3 clusters Score -126850.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -126972.492188 Penalty: 2403.409912
	Iteration 6Q: 3 clusters Score -126972.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127062.437500 Penalty: 2403.409912
	Iteration 7Q: 3 clusters Score -127062.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -127126.554688 Penalty: 2403.409912
	Iteration 8Q: 3 clusters Score -127126.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -127179.335938 Penalty: 2403.409912
	Iteration 9Q: 3 clusters Score -127179.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127196.625000 Penalty: 2403.409912
	Iteration 10Q: 3 clusters Score -127196.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -127212.000000 Penalty: 2403.409912
	Iteration 11Q: 3 clusters Score -127212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -127223.718750 Penalty: 2403.409912
	Iteration 12Q: 3 clusters Score -127223.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127235.640625 Penalty: 2403.409912
	Iteration 13Q: 3 clusters Score -127235.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -127247.312500 Penalty: 2403.409912
	Iteration 14Q: 3 clusters Score -127247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -127253.000000 Penalty: 2403.409912
	Iteration 15Q: 3 clusters Score -127253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -127260.593750 Penalty: 2403.409912
	Iteration 16Q: 3 clusters Score -127260.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -127268.507812 Penalty: 2403.409912
	Iteration 17Q: 3 clusters Score -127268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -127273.578125 Penalty: 2403.409912
	Iteration 18Q: 3 clusters Score -127273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -127281.000000 Penalty: 2403.409912
	Iteration 19Q: 3 clusters Score -127281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -127287.273438 Penalty: 2403.409912
	Iteration 20F: 3 clusters Score -127287.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -127298.062500 Penalty: 2403.409912
	Iteration 21Q: 3 clusters Score -127298.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -127314.132812 Penalty: 2403.409912
	Iteration 22Q: 3 clusters Score -127314.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -127333.820312 Penalty: 2403.409912
	Iteration 23Q: 3 clusters Score -127333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -127346.960938 Penalty: 2403.409912
	Iteration 24Q: 3 clusters Score -127347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -127354.539062 Penalty: 2403.409912
	Iteration 25Q: 3 clusters Score -127354.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -127363.250000 Penalty: 2403.409912
	Iteration 26Q: 3 clusters Score -127363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -127372.335938 Penalty: 2403.409912
	Iteration 27Q: 3 clusters Score -127372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -127380.562500 Penalty: 2403.409912
	Iteration 28Q: 3 clusters Score -127380.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -127385.984375 Penalty: 2403.409912
	Iteration 29Q: 3 clusters Score -127386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -127389.804688 Penalty: 2403.409912
	Iteration 30Q: 3 clusters Score -127389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -127393.132812 Penalty: 2403.409912
	Iteration 31Q: 3 clusters Score -127393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -127394.710938 Penalty: 2403.409912
	Iteration 32Q: 3 clusters Score -127394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -127398.351562 Penalty: 2403.409912
	Iteration 33Q: 3 clusters Score -127398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127406.289062 Penalty: 2403.409912
	Iteration 34Q: 3 clusters Score -127406.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -127416.062500 Penalty: 2403.409912
	Iteration 35Q: 3 clusters Score -127416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127426.453125 Penalty: 2403.409912
	Iteration 36Q: 3 clusters Score -127426.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -127443.929688 Penalty: 2403.409912
	Iteration 37Q: 3 clusters Score -127443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -127451.804688 Penalty: 2403.409912
	Iteration 38Q: 3 clusters Score -127451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -127455.804688 Penalty: 2403.409912
	Iteration 39Q: 3 clusters Score -127455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -127459.359375 Penalty: 2403.409912
	Iteration 40F: 3 clusters Score -127459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -127460.882812 Penalty: 2403.409912
	Iteration 41Q: 3 clusters Score -127460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -127466.695312 Penalty: 2403.409912
	Iteration 42Q: 3 clusters Score -127466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -127469.828125 Penalty: 2403.409912
	Iteration 43Q: 3 clusters Score -127469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -127472.093750 Penalty: 2403.409912
	Iteration 44Q: 3 clusters Score -127472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -127472.093750 Penalty: 2403.409912
	Iteration 45F: 3 clusters Score -127472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Entering Unmasked Estep 
Score: -3552100.000000 Penalty: 1709.626587
	Iteration 0F: 2 clusters Score -3552100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3527394.250000 Penalty: 3419.253174
	Iteration 0F: 3 clusters Score -3527394 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3536963.000000 Penalty: 3419.253174
	Iteration 1F: 3 clusters Score -3536963 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3537392.750000 Penalty: 3419.253174
	Iteration 2Q: 3 clusters Score -3537393 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3537807.500000 Penalty: 3419.253174
	Iteration 3Q: 3 clusters Score -3537808 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3538284.750000 Penalty: 3419.253174
	Iteration 4Q: 3 clusters Score -3538285 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3538842.250000 Penalty: 3419.253174
	Iteration 5Q: 3 clusters Score -3538842 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3539544.500000 Penalty: 3419.253174
	Iteration 6Q: 3 clusters Score -3539544 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3540475.750000 Penalty: 3419.253174
	Iteration 7Q: 3 clusters Score -3540476 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3541634.750000 Penalty: 3419.253174
	Iteration 8F: 3 clusters Score -3541635 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3543002.000000 Penalty: 3419.253174
	Iteration 9F: 3 clusters Score -3543002 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3544079.500000 Penalty: 3419.253174
	Iteration 10F: 3 clusters Score -3544080 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3544749.000000 Penalty: 3419.253174
	Iteration 11Q: 3 clusters Score -3544749 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3544965.500000 Penalty: 3419.253174
	Iteration 12Q: 3 clusters Score -3544966 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3545066.500000 Penalty: 3419.253174
	Iteration 13Q: 3 clusters Score -3545066 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3545114.500000 Penalty: 3419.253174
	Iteration 14Q: 3 clusters Score -3545114 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3545145.000000 Penalty: 3419.253174
	Iteration 15Q: 3 clusters Score -3545145 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3545168.500000 Penalty: 3419.253174
	Iteration 16Q: 3 clusters Score -3545168 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3545186.000000 Penalty: 3419.253174
	Iteration 17Q: 3 clusters Score -3545186 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3545209.500000 Penalty: 3419.253174
	Iteration 18Q: 3 clusters Score -3545210 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3545222.750000 Penalty: 3419.253174
	Iteration 19Q: 3 clusters Score -3545223 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3545242.250000 Penalty: 3419.253174
	Iteration 20F: 3 clusters Score -3545242 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3545262.250000 Penalty: 3419.253174
	Iteration 21Q: 3 clusters Score -3545262 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3545277.000000 Penalty: 3419.253174
	Iteration 22Q: 3 clusters Score -3545277 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3545312.250000 Penalty: 3419.253174
	Iteration 23Q: 3 clusters Score -3545312 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3545323.250000 Penalty: 3419.253174
	Iteration 24Q: 3 clusters Score -3545323 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3545329.000000 Penalty: 3419.253174
	Iteration 25Q: 3 clusters Score -3545329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3545338.750000 Penalty: 3419.253174
	Iteration 26Q: 3 clusters Score -3545339 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3545363.500000 Penalty: 3419.253174
	Iteration 27Q: 3 clusters Score -3545364 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3545363.000000 Penalty: 3419.253174
	Iteration 28Q: 3 clusters Score -3545363 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3545390.750000 Penalty: 3419.253174
	Iteration 29Q: 3 clusters Score -3545391 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3545401.750000 Penalty: 3419.253174
	Iteration 30Q: 3 clusters Score -3545402 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3545398.750000 Penalty: 3419.253174
	Iteration 31Q: 3 clusters Score -3545399 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3545406.000000 Penalty: 3419.253174
	Iteration 32Q: 3 clusters Score -3545406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3545419.500000 Penalty: 3419.253174
	Iteration 33Q: 3 clusters Score -3545420 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3545425.000000 Penalty: 3419.253174
	Iteration 34Q: 3 clusters Score -3545425 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3545437.000000 Penalty: 3419.253174
	Iteration 35Q: 3 clusters Score -3545437 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3545472.750000 Penalty: 3419.253174
	Iteration 36Q: 3 clusters Score -3545473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3545525.000000 Penalty: 3419.253174
	Iteration 37Q: 3 clusters Score -3545525 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3545553.000000 Penalty: 3419.253174
	Iteration 38Q: 3 clusters Score -3545553 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3545604.750000 Penalty: 3419.253174
	Iteration 39Q: 3 clusters Score -3545605 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3545638.250000 Penalty: 3419.253174
	Iteration 40F: 3 clusters Score -3545638 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3545700.750000 Penalty: 3419.253174
	Iteration 41Q: 3 clusters Score -3545701 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3545752.500000 Penalty: 3419.253174
	Iteration 42Q: 3 clusters Score -3545752 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3545813.500000 Penalty: 3419.253174
	Iteration 43Q: 3 clusters Score -3545814 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3545871.250000 Penalty: 3419.253174
	Iteration 44Q: 3 clusters Score -3545871 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3545924.750000 Penalty: 3419.253174
	Iteration 45Q: 3 clusters Score -3545925 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3545993.250000 Penalty: 3419.253174
	Iteration 46Q: 3 clusters Score -3545993 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3546071.500000 Penalty: 3419.253174
	Iteration 47Q: 3 clusters Score -3546072 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3546160.250000 Penalty: 3419.253174
	Iteration 48Q: 3 clusters Score -3546160 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3546282.000000 Penalty: 3419.253174
	Iteration 49Q: 3 clusters Score -3546282 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3546372.750000 Penalty: 3419.253174
	Iteration 50Q: 3 clusters Score -3546373 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3546475.500000 Penalty: 3419.253174
	Iteration 51Q: 3 clusters Score -3546476 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3546564.000000 Penalty: 3419.253174
	Iteration 52Q: 3 clusters Score -3546564 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3546674.500000 Penalty: 3419.253174
	Iteration 53Q: 3 clusters Score -3546674 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3546759.250000 Penalty: 3419.253174
	Iteration 54Q: 3 clusters Score -3546759 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3546883.250000 Penalty: 3419.253174
	Iteration 55Q: 3 clusters Score -3546883 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3547004.000000 Penalty: 3419.253174
	Iteration 56Q: 3 clusters Score -3547004 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -3547132.000000 Penalty: 3419.253174
	Iteration 57Q: 3 clusters Score -3547132 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3547238.750000 Penalty: 3419.253174
	Iteration 58Q: 3 clusters Score -3547239 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3547386.500000 Penalty: 3419.253174
	Iteration 59Q: 3 clusters Score -3547386 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3547508.250000 Penalty: 3419.253174
	Iteration 60F: 3 clusters Score -3547508 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3547619.250000 Penalty: 3419.253174
	Iteration 61Q: 3 clusters Score -3547619 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3547772.000000 Penalty: 3419.253174
	Iteration 62Q: 3 clusters Score -3547772 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -3547914.000000 Penalty: 3419.253174
	Iteration 63Q: 3 clusters Score -3547914 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -3548046.500000 Penalty: 3419.253174
	Iteration 64Q: 3 clusters Score -3548046 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3548154.750000 Penalty: 3419.253174
	Iteration 65Q: 3 clusters Score -3548155 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3548248.500000 Penalty: 3419.253174
	Iteration 66Q: 3 clusters Score -3548248 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -3548377.500000 Penalty: 3419.253174
	Iteration 67Q: 3 clusters Score -3548378 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -3548490.500000 Penalty: 3419.253174
	Iteration 68Q: 3 clusters Score -3548490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3548568.000000 Penalty: 3419.253174
	Iteration 69Q: 3 clusters Score -3548568 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -3548631.000000 Penalty: 3419.253174
	Iteration 70Q: 3 clusters Score -3548631 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -3548724.500000 Penalty: 3419.253174
	Iteration 71Q: 3 clusters Score -3548724 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -3548850.000000 Penalty: 3419.253174
	Iteration 72Q: 3 clusters Score -3548850 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3548965.250000 Penalty: 3419.253174
	Iteration 73Q: 3 clusters Score -3548965 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -3549147.250000 Penalty: 3419.253174
	Iteration 74Q: 3 clusters Score -3549147 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -3549366.500000 Penalty: 3419.253174
	Iteration 75Q: 3 clusters Score -3549366 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -3549563.250000 Penalty: 3419.253174
	Iteration 76Q: 3 clusters Score -3549563 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -3549789.750000 Penalty: 3419.253174
	Iteration 77Q: 3 clusters Score -3549790 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -3549991.000000 Penalty: 3419.253174
	Iteration 78Q: 3 clusters Score -3549991 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -3550161.750000 Penalty: 3419.253174
	Iteration 79Q: 3 clusters Score -3550162 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3550305.500000 Penalty: 3419.253174
	Iteration 80F: 3 clusters Score -3550306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -3550447.500000 Penalty: 3419.253174
	Iteration 81Q: 3 clusters Score -3550448 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -3550535.500000 Penalty: 3419.253174
	Iteration 82Q: 3 clusters Score -3550536 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -3550618.500000 Penalty: 3419.253174
	Iteration 83Q: 3 clusters Score -3550618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -3550658.000000 Penalty: 3419.253174
	Iteration 84Q: 3 clusters Score -3550658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -3550691.750000 Penalty: 3419.253174
	Iteration 85Q: 3 clusters Score -3550692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3550706.500000 Penalty: 3419.253174
	Iteration 86Q: 3 clusters Score -3550706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -3550718.000000 Penalty: 3419.253174
	Iteration 87Q: 3 clusters Score -3550718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -3550724.250000 Penalty: 3419.253174
	Iteration 88Q: 3 clusters Score -3550724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3550721.500000 Penalty: 3419.253174
	Iteration 89Q: 3 clusters Score -3550722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -3550730.000000 Penalty: 3419.253174
	Iteration 90Q: 3 clusters Score -3550730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3550734.750000 Penalty: 3419.253174
	Iteration 91Q: 3 clusters Score -3550735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -3550735.500000 Penalty: 3419.253174
	Iteration 92Q: 3 clusters Score -3550736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -3550738.750000 Penalty: 3419.253174
	Iteration 93Q: 3 clusters Score -3550739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3550749.750000 Penalty: 3419.253174
	Iteration 94Q: 3 clusters Score -3550750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -3550753.250000 Penalty: 3419.253174
	Iteration 95Q: 3 clusters Score -3550753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -3550753.750000 Penalty: 3419.253174
	Iteration 96Q: 3 clusters Score -3550754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -3550751.250000 Penalty: 3419.253174
	Iteration 97Q: 3 clusters Score -3550751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -3550753.750000 Penalty: 3419.253174
	Iteration 98Q: 3 clusters Score -3550754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -3550753.500000 Penalty: 3419.253174
	Iteration 99Q: 3 clusters Score -3550754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -3550753.500000 Penalty: 3419.253174
	Iteration 100F: 3 clusters Score -3550754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -219671.406250 Penalty: 1264.367065
	Iteration 0F: 2 clusters Score -219671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -217351.484375 Penalty: 2528.734131
	Iteration 0F: 3 clusters Score -217351.5 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -217869.921875 Penalty: 2528.734131
	Iteration 1F: 3 clusters Score -217869.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -217983.718750 Penalty: 2528.734131
	Iteration 2F: 3 clusters Score -217983.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -218047.390625 Penalty: 2528.734131
	Iteration 3Q: 3 clusters Score -218047.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -218102.140625 Penalty: 2528.734131
	Iteration 4Q: 3 clusters Score -218102.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -218166.593750 Penalty: 2528.734131
	Iteration 5Q: 3 clusters Score -218166.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -218221.375000 Penalty: 2528.734131
	Iteration 6Q: 3 clusters Score -218221.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -218266.968750 Penalty: 2528.734131
	Iteration 7Q: 3 clusters Score -218267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -218317.718750 Penalty: 2528.734131
	Iteration 8Q: 3 clusters Score -218317.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -218351.890625 Penalty: 2528.734131
	Iteration 9Q: 3 clusters Score -218351.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -218379.265625 Penalty: 2528.734131
	Iteration 10Q: 3 clusters Score -218379.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -218406.390625 Penalty: 2528.734131
	Iteration 11Q: 3 clusters Score -218406.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -218437.312500 Penalty: 2528.734131
	Iteration 12Q: 3 clusters Score -218437.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -218465.062500 Penalty: 2528.734131
	Iteration 13Q: 3 clusters Score -218465.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -218496.093750 Penalty: 2528.734131
	Iteration 14Q: 3 clusters Score -218496.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -218530.218750 Penalty: 2528.734131
	Iteration 15Q: 3 clusters Score -218530.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -218561.531250 Penalty: 2528.734131
	Iteration 16Q: 3 clusters Score -218561.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -218596.703125 Penalty: 2528.734131
	Iteration 17Q: 3 clusters Score -218596.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -218638.750000 Penalty: 2528.734131
	Iteration 18Q: 3 clusters Score -218638.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -218678.734375 Penalty: 2528.734131
	Iteration 19Q: 3 clusters Score -218678.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -218713.015625 Penalty: 2528.734131
	Iteration 20F: 3 clusters Score -218713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -218739.750000 Penalty: 2528.734131
	Iteration 21Q: 3 clusters Score -218739.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -218766.500000 Penalty: 2528.734131
	Iteration 22Q: 3 clusters Score -218766.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -218793.734375 Penalty: 2528.734131
	Iteration 23Q: 3 clusters Score -218793.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -218821.000000 Penalty: 2528.734131
	Iteration 24Q: 3 clusters Score -218821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -218847.187500 Penalty: 2528.734131
	Iteration 25Q: 3 clusters Score -218847.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -218875.765625 Penalty: 2528.734131
	Iteration 26Q: 3 clusters Score -218875.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -218894.250000 Penalty: 2528.734131
	Iteration 27Q: 3 clusters Score -218894.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -218916.046875 Penalty: 2528.734131
	Iteration 28Q: 3 clusters Score -218916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -218940.281250 Penalty: 2528.734131
	Iteration 29Q: 3 clusters Score -218940.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -218955.375000 Penalty: 2528.734131
	Iteration 30Q: 3 clusters Score -218955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -218966.765625 Penalty: 2528.734131
	Iteration 31Q: 3 clusters Score -218966.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -218979.109375 Penalty: 2528.734131
	Iteration 32Q: 3 clusters Score -218979.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -218986.234375 Penalty: 2528.734131
	Iteration 33Q: 3 clusters Score -218986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -218990.625000 Penalty: 2528.734131
	Iteration 34Q: 3 clusters Score -218990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -218995.718750 Penalty: 2528.734131
	Iteration 35Q: 3 clusters Score -218995.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -218999.421875 Penalty: 2528.734131
	Iteration 36Q: 3 clusters Score -218999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -219001.359375 Penalty: 2528.734131
	Iteration 37Q: 3 clusters Score -219001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -219003.781250 Penalty: 2528.734131
	Iteration 38Q: 3 clusters Score -219003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -219006.968750 Penalty: 2528.734131
	Iteration 39Q: 3 clusters Score -219007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -219010.546875 Penalty: 2528.734131
	Iteration 40F: 3 clusters Score -219010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -219012.687500 Penalty: 2528.734131
	Iteration 41Q: 3 clusters Score -219012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -219015.421875 Penalty: 2528.734131
	Iteration 42Q: 3 clusters Score -219015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -219017.656250 Penalty: 2528.734131
	Iteration 43Q: 3 clusters Score -219017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -219018.953125 Penalty: 2528.734131
	Iteration 44Q: 3 clusters Score -219019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -219019.781250 Penalty: 2528.734131
	Iteration 45Q: 3 clusters Score -219019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -219019.781250 Penalty: 2528.734131
	Iteration 46F: 3 clusters Score -219019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Entering Unmasked Estep 
Score: -3642084.000000 Penalty: 1714.547485
	Iteration 0F: 2 clusters Score -3642084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3618089.250000 Penalty: 3429.094971
	Iteration 0F: 3 clusters Score -3618089 nChanged 17709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3628116.750000 Penalty: 3429.094971
	Iteration 1F: 3 clusters Score -3628117 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3628693.500000 Penalty: 3429.094971
	Iteration 2Q: 3 clusters Score -3628694 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3629395.750000 Penalty: 3429.094971
	Iteration 3Q: 3 clusters Score -3629396 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3630477.750000 Penalty: 3429.094971
	Iteration 4F: 3 clusters Score -3630478 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3632095.000000 Penalty: 3429.094971
	Iteration 5F: 3 clusters Score -3632095 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3634331.750000 Penalty: 3429.094971
	Iteration 6F: 3 clusters Score -3634332 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3636915.000000 Penalty: 3429.094971
	Iteration 7F: 3 clusters Score -3636915 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3638755.750000 Penalty: 3429.094971
	Iteration 8F: 3 clusters Score -3638756 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3639740.000000 Penalty: 3429.094971
	Iteration 9Q: 3 clusters Score -3639740 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3640213.500000 Penalty: 3429.094971
	Iteration 10Q: 3 clusters Score -3640214 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3640418.750000 Penalty: 3429.094971
	Iteration 11Q: 3 clusters Score -3640419 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3640508.000000 Penalty: 3429.094971
	Iteration 12Q: 3 clusters Score -3640508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3640557.750000 Penalty: 3429.094971
	Iteration 13Q: 3 clusters Score -3640558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3640584.250000 Penalty: 3429.094971
	Iteration 14Q: 3 clusters Score -3640584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3640612.250000 Penalty: 3429.094971
	Iteration 15Q: 3 clusters Score -3640612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3640636.500000 Penalty: 3429.094971
	Iteration 16Q: 3 clusters Score -3640636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3640647.750000 Penalty: 3429.094971
	Iteration 17Q: 3 clusters Score -3640648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3640653.000000 Penalty: 3429.094971
	Iteration 18Q: 3 clusters Score -3640653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3640656.750000 Penalty: 3429.094971
	Iteration 19Q: 3 clusters Score -3640657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3640657.000000 Penalty: 3429.094971
	Iteration 20F: 3 clusters Score -3640657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -567802.000000 Penalty: 1419.809937
	Iteration 0F: 2 clusters Score -567802 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 3145 members 
Entering Unmasked Estep 
Score: -563053.000000 Penalty: 2839.619873
	Iteration 0F: 3 clusters Score -563053 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -564632.250000 Penalty: 2839.619873
	Iteration 1F: 3 clusters Score -564632.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -565085.500000 Penalty: 2839.619873
	Iteration 2F: 3 clusters Score -565085.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -565442.187500 Penalty: 2839.619873
	Iteration 3F: 3 clusters Score -565442.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -565755.125000 Penalty: 2839.619873
	Iteration 4F: 3 clusters Score -565755.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -566082.375000 Penalty: 2839.619873
	Iteration 5F: 3 clusters Score -566082.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -566441.187500 Penalty: 2839.619873
	Iteration 6F: 3 clusters Score -566441.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -566827.562500 Penalty: 2839.619873
	Iteration 7F: 3 clusters Score -566827.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -567143.750000 Penalty: 2839.619873
	Iteration 8Q: 3 clusters Score -567143.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -567382.562500 Penalty: 2839.619873
	Iteration 9Q: 3 clusters Score -567382.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -567566.437500 Penalty: 2839.619873
	Iteration 10Q: 3 clusters Score -567566.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -567706.437500 Penalty: 2839.619873
	Iteration 11Q: 3 clusters Score -567706.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -567791.875000 Penalty: 2839.619873
	Iteration 12Q: 3 clusters Score -567791.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -567849.937500 Penalty: 2839.619873
	Iteration 13Q: 3 clusters Score -567849.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -567888.062500 Penalty: 2839.619873
	Iteration 14Q: 3 clusters Score -567888.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -567900.250000 Penalty: 2839.619873
	Iteration 15Q: 3 clusters Score -567900.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -567909.375000 Penalty: 2839.619873
	Iteration 16Q: 3 clusters Score -567909.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -567912.500000 Penalty: 2839.619873
	Iteration 17Q: 3 clusters Score -567912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -567913.812500 Penalty: 2839.619873
	Iteration 18Q: 3 clusters Score -567913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -567915.562500 Penalty: 2839.619873
	Iteration 19Q: 3 clusters Score -567915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -567916.625000 Penalty: 2839.619873
	Iteration 20F: 3 clusters Score -567916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -567918.187500 Penalty: 2839.619873
	Iteration 21Q: 3 clusters Score -567918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -567917.125000 Penalty: 2839.619873
	Iteration 22Q: 3 clusters Score -567917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -567917.125000 Penalty: 2839.619873
	Iteration 23F: 3 clusters Score -567917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34969 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 18843 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49107 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23536 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 21089 members 
Mstep: Class 26 contains 8114 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 38107 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 37078 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38218 members 
Mstep: Class 34 contains 2679 members 
Mstep: Class 35 contains 40979 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 32423 members 
Mstep: Class 41 contains 3564 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4314 members 
Mstep: Class 46 contains 29095 members 
Mstep: Class 47 contains 3577 members 
Mstep: Class 48 contains 3552 members 
Entering Unmasked Estep 
Score: -49784848.000000 Penalty: 103005.007812
Splitting cluster 34 changes total score from -49785368.000000 to -49784848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (40979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Entering Unmasked Estep 
Score: -3936066.250000 Penalty: 1725.882446
	Iteration 0F: 2 clusters Score -3936066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3911626.500000 Penalty: 3451.764893
	Iteration 0F: 3 clusters Score -3911626 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3922153.750000 Penalty: 3451.764893
	Iteration 1F: 3 clusters Score -3922154 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3922489.500000 Penalty: 3451.764893
	Iteration 2Q: 3 clusters Score -3922490 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3922872.250000 Penalty: 3451.764893
	Iteration 3Q: 3 clusters Score -3922872 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3923353.750000 Penalty: 3451.764893
	Iteration 4Q: 3 clusters Score -3923354 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3923993.500000 Penalty: 3451.764893
	Iteration 5Q: 3 clusters Score -3923994 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3924862.250000 Penalty: 3451.764893
	Iteration 6Q: 3 clusters Score -3924862 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3925964.500000 Penalty: 3451.764893
	Iteration 7F: 3 clusters Score -3925964 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3927365.250000 Penalty: 3451.764893
	Iteration 8F: 3 clusters Score -3927365 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3928870.000000 Penalty: 3451.764893
	Iteration 9F: 3 clusters Score -3928870 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3930555.500000 Penalty: 3451.764893
	Iteration 10F: 3 clusters Score -3930556 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3932240.000000 Penalty: 3451.764893
	Iteration 11F: 3 clusters Score -3932240 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3933575.750000 Penalty: 3451.764893
	Iteration 12Q: 3 clusters Score -3933576 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3934402.000000 Penalty: 3451.764893
	Iteration 13Q: 3 clusters Score -3934402 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3934776.750000 Penalty: 3451.764893
	Iteration 14Q: 3 clusters Score -3934777 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3934934.750000 Penalty: 3451.764893
	Iteration 15Q: 3 clusters Score -3934935 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3935046.750000 Penalty: 3451.764893
	Iteration 16Q: 3 clusters Score -3935047 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3935103.000000 Penalty: 3451.764893
	Iteration 17Q: 3 clusters Score -3935103 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3935063.250000 Penalty: 3451.764893
	Iteration 18Q: 3 clusters Score -3935063 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3935068.500000 Penalty: 3451.764893
	Iteration 19Q: 3 clusters Score -3935068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3935022.250000 Penalty: 3451.764893
	Iteration 20F: 3 clusters Score -3935022 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3934996.500000 Penalty: 3451.764893
	Iteration 21Q: 3 clusters Score -3934996 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3934972.000000 Penalty: 3451.764893
	Iteration 22Q: 3 clusters Score -3934972 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3934965.500000 Penalty: 3451.764893
	Iteration 23Q: 3 clusters Score -3934966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3934957.500000 Penalty: 3451.764893
	Iteration 24Q: 3 clusters Score -3934958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3934949.250000 Penalty: 3451.764893
	Iteration 25Q: 3 clusters Score -3934949 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3934927.250000 Penalty: 3451.764893
	Iteration 26Q: 3 clusters Score -3934927 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3934918.750000 Penalty: 3451.764893
	Iteration 27Q: 3 clusters Score -3934919 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3934915.250000 Penalty: 3451.764893
	Iteration 28Q: 3 clusters Score -3934915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3934922.000000 Penalty: 3451.764893
	Iteration 29Q: 3 clusters Score -3934922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3934923.750000 Penalty: 3451.764893
	Iteration 30Q: 3 clusters Score -3934924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3934918.750000 Penalty: 3451.764893
	Iteration 31Q: 3 clusters Score -3934919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3934900.750000 Penalty: 3451.764893
	Iteration 32Q: 3 clusters Score -3934901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3934878.000000 Penalty: 3451.764893
	Iteration 33Q: 3 clusters Score -3934878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3934867.000000 Penalty: 3451.764893
	Iteration 34Q: 3 clusters Score -3934867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3934866.000000 Penalty: 3451.764893
	Iteration 35Q: 3 clusters Score -3934866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3934853.000000 Penalty: 3451.764893
	Iteration 36Q: 3 clusters Score -3934853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3934846.500000 Penalty: 3451.764893
	Iteration 37Q: 3 clusters Score -3934846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3934844.250000 Penalty: 3451.764893
	Iteration 38Q: 3 clusters Score -3934844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3934838.000000 Penalty: 3451.764893
	Iteration 39Q: 3 clusters Score -3934838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3934823.250000 Penalty: 3451.764893
	Iteration 40F: 3 clusters Score -3934823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3934834.750000 Penalty: 3451.764893
	Iteration 41Q: 3 clusters Score -3934835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3934837.250000 Penalty: 3451.764893
	Iteration 42Q: 3 clusters Score -3934837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3934836.250000 Penalty: 3451.764893
	Iteration 43Q: 3 clusters Score -3934836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3934837.250000 Penalty: 3451.764893
	Iteration 44Q: 3 clusters Score -3934837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3934839.250000 Penalty: 3451.764893
	Iteration 45Q: 3 clusters Score -3934839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3934833.500000 Penalty: 3451.764893
	Iteration 46Q: 3 clusters Score -3934834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3934827.750000 Penalty: 3451.764893
	Iteration 47Q: 3 clusters Score -3934828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3934827.000000 Penalty: 3451.764893
	Iteration 48Q: 3 clusters Score -3934827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3934833.750000 Penalty: 3451.764893
	Iteration 49Q: 3 clusters Score -3934834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3934832.000000 Penalty: 3451.764893
	Iteration 50Q: 3 clusters Score -3934832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3934836.000000 Penalty: 3451.764893
	Iteration 51Q: 3 clusters Score -3934836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3934838.000000 Penalty: 3451.764893
	Iteration 52Q: 3 clusters Score -3934838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3934830.750000 Penalty: 3451.764893
	Iteration 53Q: 3 clusters Score -3934831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3934825.750000 Penalty: 3451.764893
	Iteration 54Q: 3 clusters Score -3934826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3934821.000000 Penalty: 3451.764893
	Iteration 55Q: 3 clusters Score -3934821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3934823.750000 Penalty: 3451.764893
	Iteration 56Q: 3 clusters Score -3934824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3934816.500000 Penalty: 3451.764893
	Iteration 57Q: 3 clusters Score -3934816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3934819.750000 Penalty: 3451.764893
	Iteration 58Q: 3 clusters Score -3934820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3934815.750000 Penalty: 3451.764893
	Iteration 59Q: 3 clusters Score -3934816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3934815.750000 Penalty: 3451.764893
	Iteration 60F: 3 clusters Score -3934816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -131430.062500 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -131430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129690.789062 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -129690.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -130110.484375 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -130110.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130249.726562 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -130249.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -130364.265625 Penalty: 2372.214355
	Iteration 3F: 3 clusters Score -130364.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -130505.632812 Penalty: 2372.214355
	Iteration 4F: 3 clusters Score -130505.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130658.875000 Penalty: 2372.214355
	Iteration 5F: 3 clusters Score -130658.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -130800.609375 Penalty: 2372.214355
	Iteration 6F: 3 clusters Score -130800.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -130906.382812 Penalty: 2372.214355
	Iteration 7F: 3 clusters Score -130906.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -130995.320312 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -130995.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131060.070312 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -131060.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -131101.343750 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -131101.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131119.156250 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -131119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131138.953125 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -131139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -131162.593750 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -131162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131182.171875 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -131182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -131192.343750 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -131192.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -131199.734375 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -131199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131205.984375 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -131206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131208.687500 Penalty: 2372.214355
	Iteration 18Q: 3 clusters Score -131208.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -131209.843750 Penalty: 2372.214355
	Iteration 19Q: 3 clusters Score -131209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -131211.281250 Penalty: 2372.214355
	Iteration 20F: 3 clusters Score -131211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -131215.000000 Penalty: 2372.214355
	Iteration 21Q: 3 clusters Score -131215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131222.578125 Penalty: 2372.214355
	Iteration 22Q: 3 clusters Score -131222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -131233.375000 Penalty: 2372.214355
	Iteration 23Q: 3 clusters Score -131233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -131237.421875 Penalty: 2372.214355
	Iteration 24Q: 3 clusters Score -131237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -131238.656250 Penalty: 2372.214355
	Iteration 25Q: 3 clusters Score -131238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -131238.656250 Penalty: 2372.214355
	Iteration 26F: 3 clusters Score -131238.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -87287.945312 Penalty: 1140.199097
	Iteration 0F: 2 clusters Score -87287.95 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 552 members 
Entering Unmasked Estep 
Score: -85934.898438 Penalty: 2280.398193
	Iteration 0F: 3 clusters Score -85934.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86424.523438 Penalty: 2280.398193
	Iteration 1F: 3 clusters Score -86424.52 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86592.750000 Penalty: 2280.398193
	Iteration 2F: 3 clusters Score -86592.75 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86739.906250 Penalty: 2280.398193
	Iteration 3F: 3 clusters Score -86739.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86887.187500 Penalty: 2280.398193
	Iteration 4F: 3 clusters Score -86887.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -86958.601562 Penalty: 2280.398193
	Iteration 5Q: 3 clusters Score -86958.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -86995.750000 Penalty: 2280.398193
	Iteration 6Q: 3 clusters Score -86995.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -87019.335938 Penalty: 2280.398193
	Iteration 7Q: 3 clusters Score -87019.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -87031.406250 Penalty: 2280.398193
	Iteration 8Q: 3 clusters Score -87031.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -87043.656250 Penalty: 2280.398193
	Iteration 9Q: 3 clusters Score -87043.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -87052.164062 Penalty: 2280.398193
	Iteration 10Q: 3 clusters Score -87052.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -87058.140625 Penalty: 2280.398193
	Iteration 11Q: 3 clusters Score -87058.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -87064.671875 Penalty: 2280.398193
	Iteration 12Q: 3 clusters Score -87064.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -87070.164062 Penalty: 2280.398193
	Iteration 13Q: 3 clusters Score -87070.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -87072.593750 Penalty: 2280.398193
	Iteration 14Q: 3 clusters Score -87072.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -87076.539062 Penalty: 2280.398193
	Iteration 15Q: 3 clusters Score -87076.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -87077.429688 Penalty: 2280.398193
	Iteration 16Q: 3 clusters Score -87077.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -87077.429688 Penalty: 2280.398193
	Iteration 17F: 3 clusters Score -87077.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -496624.437500 Penalty: 1398.375366
	Iteration 0F: 2 clusters Score -496624.4 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 2680 members 
Entering Unmasked Estep 
Score: -492338.468750 Penalty: 2796.750732
	Iteration 0F: 3 clusters Score -492338.5 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -493646.312500 Penalty: 2796.750732
	Iteration 1F: 3 clusters Score -493646.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -493941.250000 Penalty: 2796.750732
	Iteration 2F: 3 clusters Score -493941.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -494182.812500 Penalty: 2796.750732
	Iteration 3F: 3 clusters Score -494182.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -494417.500000 Penalty: 2796.750732
	Iteration 4F: 3 clusters Score -494417.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -494601.156250 Penalty: 2796.750732
	Iteration 5F: 3 clusters Score -494601.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -494741.875000 Penalty: 2796.750732
	Iteration 6Q: 3 clusters Score -494741.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -494867.562500 Penalty: 2796.750732
	Iteration 7Q: 3 clusters Score -494867.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -494966.656250 Penalty: 2796.750732
	Iteration 8Q: 3 clusters Score -494966.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -495043.593750 Penalty: 2796.750732
	Iteration 9Q: 3 clusters Score -495043.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -495117.625000 Penalty: 2796.750732
	Iteration 10Q: 3 clusters Score -495117.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -495204.062500 Penalty: 2796.750732
	Iteration 11Q: 3 clusters Score -495204.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -495285.375000 Penalty: 2796.750732
	Iteration 12Q: 3 clusters Score -495285.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -495376.687500 Penalty: 2796.750732
	Iteration 13Q: 3 clusters Score -495376.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -495474.906250 Penalty: 2796.750732
	Iteration 14Q: 3 clusters Score -495474.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -495567.843750 Penalty: 2796.750732
	Iteration 15Q: 3 clusters Score -495567.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -495641.031250 Penalty: 2796.750732
	Iteration 16Q: 3 clusters Score -495641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -495680.031250 Penalty: 2796.750732
	Iteration 17Q: 3 clusters Score -495680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -495712.750000 Penalty: 2796.750732
	Iteration 18Q: 3 clusters Score -495712.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -495752.468750 Penalty: 2796.750732
	Iteration 19Q: 3 clusters Score -495752.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -495794.812500 Penalty: 2796.750732
	Iteration 20F: 3 clusters Score -495794.8 nChanged 52
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: -495834.125000 Penalty: 2796.750732
	Iteration 21Q: 3 clusters Score -495834.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -495865.656250 Penalty: 2796.750732
	Iteration 22Q: 3 clusters Score -495865.7 nChanged 30
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: -495880.437500 Penalty: 2796.750732
	Iteration 23Q: 3 clusters Score -495880.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -495891.437500 Penalty: 2796.750732
	Iteration 24Q: 3 clusters Score -495891.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -495896.062500 Penalty: 2796.750732
	Iteration 25Q: 3 clusters Score -495896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -495900.000000 Penalty: 2796.750732
	Iteration 26Q: 3 clusters Score -495900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -495902.687500 Penalty: 2796.750732
	Iteration 27Q: 3 clusters Score -495902.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -495907.500000 Penalty: 2796.750732
	Iteration 28Q: 3 clusters Score -495907.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -495910.531250 Penalty: 2796.750732
	Iteration 29Q: 3 clusters Score -495910.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -495914.156250 Penalty: 2796.750732
	Iteration 30Q: 3 clusters Score -495914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -495916.125000 Penalty: 2796.750732
	Iteration 31Q: 3 clusters Score -495916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -495916.968750 Penalty: 2796.750732
	Iteration 32Q: 3 clusters Score -495917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -495919.031250 Penalty: 2796.750732
	Iteration 33Q: 3 clusters Score -495919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -495922.031250 Penalty: 2796.750732
	Iteration 34Q: 3 clusters Score -495922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -495923.218750 Penalty: 2796.750732
	Iteration 35Q: 3 clusters Score -495923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -495923.375000 Penalty: 2796.750732
	Iteration 36Q: 3 clusters Score -495923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -495923.375000 Penalty: 2796.750732
	Iteration 37F: 3 clusters Score -495923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Entering Unmasked Estep 
Score: -825478.062500 Penalty: 1472.247070
	Iteration 0F: 2 clusters Score -825478.1 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 4303 members 
Entering Unmasked Estep 
Score: -819256.937500 Penalty: 2944.494141
	Iteration 0F: 3 clusters Score -819256.9 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -821175.000000 Penalty: 2944.494141
	Iteration 1F: 3 clusters Score -821175 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -821408.625000 Penalty: 2944.494141
	Iteration 2F: 3 clusters Score -821408.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -821631.937500 Penalty: 2944.494141
	Iteration 3Q: 3 clusters Score -821631.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -821829.187500 Penalty: 2944.494141
	Iteration 4Q: 3 clusters Score -821829.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -822036.125000 Penalty: 2944.494141
	Iteration 5Q: 3 clusters Score -822036.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -822248.312500 Penalty: 2944.494141
	Iteration 6Q: 3 clusters Score -822248.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -822472.750000 Penalty: 2944.494141
	Iteration 7Q: 3 clusters Score -822472.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -822679.687500 Penalty: 2944.494141
	Iteration 8Q: 3 clusters Score -822679.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -822874.750000 Penalty: 2944.494141
	Iteration 9Q: 3 clusters Score -822874.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -823030.375000 Penalty: 2944.494141
	Iteration 10Q: 3 clusters Score -823030.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -823183.437500 Penalty: 2944.494141
	Iteration 11Q: 3 clusters Score -823183.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -823328.625000 Penalty: 2944.494141
	Iteration 12Q: 3 clusters Score -823328.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -823456.437500 Penalty: 2944.494141
	Iteration 13Q: 3 clusters Score -823456.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -823600.875000 Penalty: 2944.494141
	Iteration 14Q: 3 clusters Score -823600.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -823729.000000 Penalty: 2944.494141
	Iteration 15Q: 3 clusters Score -823729 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -823821.875000 Penalty: 2944.494141
	Iteration 16Q: 3 clusters Score -823821.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -823906.750000 Penalty: 2944.494141
	Iteration 17Q: 3 clusters Score -823906.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -824000.625000 Penalty: 2944.494141
	Iteration 18Q: 3 clusters Score -824000.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -824083.000000 Penalty: 2944.494141
	Iteration 19Q: 3 clusters Score -824083 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -824160.125000 Penalty: 2944.494141
	Iteration 20F: 3 clusters Score -824160.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -824223.437500 Penalty: 2944.494141
	Iteration 21Q: 3 clusters Score -824223.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -824258.250000 Penalty: 2944.494141
	Iteration 22Q: 3 clusters Score -824258.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -824288.312500 Penalty: 2944.494141
	Iteration 23Q: 3 clusters Score -824288.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -824315.000000 Penalty: 2944.494141
	Iteration 24Q: 3 clusters Score -824315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -824343.312500 Penalty: 2944.494141
	Iteration 25Q: 3 clusters Score -824343.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -824362.500000 Penalty: 2944.494141
	Iteration 26Q: 3 clusters Score -824362.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -824381.062500 Penalty: 2944.494141
	Iteration 27Q: 3 clusters Score -824381.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -824406.000000 Penalty: 2944.494141
	Iteration 28Q: 3 clusters Score -824406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -824423.375000 Penalty: 2944.494141
	Iteration 29Q: 3 clusters Score -824423.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -824443.687500 Penalty: 2944.494141
	Iteration 30Q: 3 clusters Score -824443.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -824458.625000 Penalty: 2944.494141
	Iteration 31Q: 3 clusters Score -824458.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -824470.250000 Penalty: 2944.494141
	Iteration 32Q: 3 clusters Score -824470.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -824481.125000 Penalty: 2944.494141
	Iteration 33Q: 3 clusters Score -824481.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -824490.875000 Penalty: 2944.494141
	Iteration 34Q: 3 clusters Score -824490.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -824499.437500 Penalty: 2944.494141
	Iteration 35Q: 3 clusters Score -824499.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -824507.812500 Penalty: 2944.494141
	Iteration 36Q: 3 clusters Score -824507.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -824513.562500 Penalty: 2944.494141
	Iteration 37Q: 3 clusters Score -824513.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -824523.500000 Penalty: 2944.494141
	Iteration 38Q: 3 clusters Score -824523.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -824533.500000 Penalty: 2944.494141
	Iteration 39Q: 3 clusters Score -824533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -824546.750000 Penalty: 2944.494141
	Iteration 40F: 3 clusters Score -824546.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -824561.062500 Penalty: 2944.494141
	Iteration 41Q: 3 clusters Score -824561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -824569.375000 Penalty: 2944.494141
	Iteration 42Q: 3 clusters Score -824569.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -824578.687500 Penalty: 2944.494141
	Iteration 43Q: 3 clusters Score -824578.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -824588.687500 Penalty: 2944.494141
	Iteration 44Q: 3 clusters Score -824588.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -824601.875000 Penalty: 2944.494141
	Iteration 45Q: 3 clusters Score -824601.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -824613.937500 Penalty: 2944.494141
	Iteration 46Q: 3 clusters Score -824613.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -824628.812500 Penalty: 2944.494141
	Iteration 47Q: 3 clusters Score -824628.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -824643.312500 Penalty: 2944.494141
	Iteration 48Q: 3 clusters Score -824643.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -824659.062500 Penalty: 2944.494141
	Iteration 49Q: 3 clusters Score -824659.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -824669.000000 Penalty: 2944.494141
	Iteration 50Q: 3 clusters Score -824669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -824680.375000 Penalty: 2944.494141
	Iteration 51Q: 3 clusters Score -824680.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -824689.750000 Penalty: 2944.494141
	Iteration 52Q: 3 clusters Score -824689.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -824694.375000 Penalty: 2944.494141
	Iteration 53Q: 3 clusters Score -824694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -824701.000000 Penalty: 2944.494141
	Iteration 54Q: 3 clusters Score -824701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -824708.562500 Penalty: 2944.494141
	Iteration 55Q: 3 clusters Score -824708.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -824713.125000 Penalty: 2944.494141
	Iteration 56Q: 3 clusters Score -824713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -824720.062500 Penalty: 2944.494141
	Iteration 57Q: 3 clusters Score -824720.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -824727.375000 Penalty: 2944.494141
	Iteration 58Q: 3 clusters Score -824727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -824727.812500 Penalty: 2944.494141
	Iteration 59Q: 3 clusters Score -824727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -824731.187500 Penalty: 2944.494141
	Iteration 60F: 3 clusters Score -824731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -824735.562500 Penalty: 2944.494141
	Iteration 61Q: 3 clusters Score -824735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -824737.062500 Penalty: 2944.494141
	Iteration 62Q: 3 clusters Score -824737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -824741.000000 Penalty: 2944.494141
	Iteration 63Q: 3 clusters Score -824741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -824744.375000 Penalty: 2944.494141
	Iteration 64Q: 3 clusters Score -824744.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -824745.937500 Penalty: 2944.494141
	Iteration 65Q: 3 clusters Score -824745.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -824748.625000 Penalty: 2944.494141
	Iteration 66Q: 3 clusters Score -824748.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -824753.125000 Penalty: 2944.494141
	Iteration 67Q: 3 clusters Score -824753.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -824755.250000 Penalty: 2944.494141
	Iteration 68Q: 3 clusters Score -824755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -824757.687500 Penalty: 2944.494141
	Iteration 69Q: 3 clusters Score -824757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -824758.812500 Penalty: 2944.494141
	Iteration 70Q: 3 clusters Score -824758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -824760.375000 Penalty: 2944.494141
	Iteration 71Q: 3 clusters Score -824760.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -824761.000000 Penalty: 2944.494141
	Iteration 72Q: 3 clusters Score -824761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -824759.125000 Penalty: 2944.494141
	Iteration 73Q: 3 clusters Score -824759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -824758.875000 Penalty: 2944.494141
	Iteration 74Q: 3 clusters Score -824758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -824760.125000 Penalty: 2944.494141
	Iteration 75Q: 3 clusters Score -824760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -824759.500000 Penalty: 2944.494141
	Iteration 76Q: 3 clusters Score -824759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -824760.250000 Penalty: 2944.494141
	Iteration 77Q: 3 clusters Score -824760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -824761.750000 Penalty: 2944.494141
	Iteration 78Q: 3 clusters Score -824761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -824761.437500 Penalty: 2944.494141
	Iteration 79Q: 3 clusters Score -824761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -824761.437500 Penalty: 2944.494141
	Iteration 80F: 3 clusters Score -824761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (32423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Entering Unmasked Estep 
Score: -3153297.000000 Penalty: 1687.826294
	Iteration 0F: 2 clusters Score -3153297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3131616.500000 Penalty: 3375.652588
	Iteration 0F: 3 clusters Score -3131616 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3139848.000000 Penalty: 3375.652588
	Iteration 1F: 3 clusters Score -3139848 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3140335.750000 Penalty: 3375.652588
	Iteration 2Q: 3 clusters Score -3140336 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3141004.000000 Penalty: 3375.652588
	Iteration 3Q: 3 clusters Score -3141004 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3141936.750000 Penalty: 3375.652588
	Iteration 4F: 3 clusters Score -3141937 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3143249.000000 Penalty: 3375.652588
	Iteration 5F: 3 clusters Score -3143249 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3145017.500000 Penalty: 3375.652588
	Iteration 6F: 3 clusters Score -3145018 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3147094.500000 Penalty: 3375.652588
	Iteration 7F: 3 clusters Score -3147094 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3149256.500000 Penalty: 3375.652588
	Iteration 8F: 3 clusters Score -3149256 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3150667.500000 Penalty: 3375.652588
	Iteration 9Q: 3 clusters Score -3150668 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -3151327.250000 Penalty: 3375.652588
	Iteration 10Q: 3 clusters Score -3151327 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3151558.500000 Penalty: 3375.652588
	Iteration 11Q: 3 clusters Score -3151558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3151668.000000 Penalty: 3375.652588
	Iteration 12Q: 3 clusters Score -3151668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -3151716.000000 Penalty: 3375.652588
	Iteration 13Q: 3 clusters Score -3151716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3151737.000000 Penalty: 3375.652588
	Iteration 14Q: 3 clusters Score -3151737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3151756.000000 Penalty: 3375.652588
	Iteration 15Q: 3 clusters Score -3151756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -3151772.000000 Penalty: 3375.652588
	Iteration 16Q: 3 clusters Score -3151772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3151779.250000 Penalty: 3375.652588
	Iteration 17Q: 3 clusters Score -3151779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3151781.250000 Penalty: 3375.652588
	Iteration 18Q: 3 clusters Score -3151781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3151782.500000 Penalty: 3375.652588
	Iteration 19Q: 3 clusters Score -3151782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3151782.500000 Penalty: 3375.652588
	Iteration 20F: 3 clusters Score -3151782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -318486.437500 Penalty: 1329.028809
	Iteration 0F: 2 clusters Score -318486.4 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 1839 members 
Entering Unmasked Estep 
Score: -315434.437500 Penalty: 2658.057617
	Iteration 0F: 3 clusters Score -315434.4 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -316204.687500 Penalty: 2658.057617
	Iteration 1F: 3 clusters Score -316204.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -316359.687500 Penalty: 2658.057617
	Iteration 2F: 3 clusters Score -316359.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -316464.312500 Penalty: 2658.057617
	Iteration 3F: 3 clusters Score -316464.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -316555.562500 Penalty: 2658.057617
	Iteration 4Q: 3 clusters Score -316555.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -316650.687500 Penalty: 2658.057617
	Iteration 5Q: 3 clusters Score -316650.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -316758.156250 Penalty: 2658.057617
	Iteration 6Q: 3 clusters Score -316758.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -316862.093750 Penalty: 2658.057617
	Iteration 7Q: 3 clusters Score -316862.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -316950.062500 Penalty: 2658.057617
	Iteration 8Q: 3 clusters Score -316950.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -317030.906250 Penalty: 2658.057617
	Iteration 9Q: 3 clusters Score -317030.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -317090.375000 Penalty: 2658.057617
	Iteration 10Q: 3 clusters Score -317090.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -317146.125000 Penalty: 2658.057617
	Iteration 11Q: 3 clusters Score -317146.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -317185.843750 Penalty: 2658.057617
	Iteration 12Q: 3 clusters Score -317185.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -317226.375000 Penalty: 2658.057617
	Iteration 13Q: 3 clusters Score -317226.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -317261.718750 Penalty: 2658.057617
	Iteration 14Q: 3 clusters Score -317261.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -317290.750000 Penalty: 2658.057617
	Iteration 15Q: 3 clusters Score -317290.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -317316.218750 Penalty: 2658.057617
	Iteration 16Q: 3 clusters Score -317316.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -317339.312500 Penalty: 2658.057617
	Iteration 17Q: 3 clusters Score -317339.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -317365.312500 Penalty: 2658.057617
	Iteration 18Q: 3 clusters Score -317365.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -317386.000000 Penalty: 2658.057617
	Iteration 19Q: 3 clusters Score -317386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -317405.281250 Penalty: 2658.057617
	Iteration 20F: 3 clusters Score -317405.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -317425.125000 Penalty: 2658.057617
	Iteration 21Q: 3 clusters Score -317425.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -317438.718750 Penalty: 2658.057617
	Iteration 22Q: 3 clusters Score -317438.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -317447.781250 Penalty: 2658.057617
	Iteration 23Q: 3 clusters Score -317447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -317455.531250 Penalty: 2658.057617
	Iteration 24Q: 3 clusters Score -317455.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -317459.000000 Penalty: 2658.057617
	Iteration 25Q: 3 clusters Score -317459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -317463.781250 Penalty: 2658.057617
	Iteration 26Q: 3 clusters Score -317463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -317464.250000 Penalty: 2658.057617
	Iteration 27Q: 3 clusters Score -317464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -317464.750000 Penalty: 2658.057617
	Iteration 28Q: 3 clusters Score -317464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -317464.718750 Penalty: 2658.057617
	Iteration 29Q: 3 clusters Score -317464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -317465.687500 Penalty: 2658.057617
	Iteration 30Q: 3 clusters Score -317465.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -317465.687500 Penalty: 2658.057617
	Iteration 31F: 3 clusters Score -317465.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -76716.789062 Penalty: 1096.291992
	Iteration 0F: 2 clusters Score -76716.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75383.351562 Penalty: 2192.583984
	Iteration 0F: 3 clusters Score -75383.35 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75620.476562 Penalty: 2192.583984
	Iteration 1F: 3 clusters Score -75620.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75690.820312 Penalty: 2192.583984
	Iteration 2F: 3 clusters Score -75690.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75790.859375 Penalty: 2192.583984
	Iteration 3Q: 3 clusters Score -75790.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75907.046875 Penalty: 2192.583984
	Iteration 4F: 3 clusters Score -75907.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75988.843750 Penalty: 2192.583984
	Iteration 5F: 3 clusters Score -75988.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76035.640625 Penalty: 2192.583984
	Iteration 6Q: 3 clusters Score -76035.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76089.132812 Penalty: 2192.583984
	Iteration 7Q: 3 clusters Score -76089.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76133.273438 Penalty: 2192.583984
	Iteration 8Q: 3 clusters Score -76133.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76184.453125 Penalty: 2192.583984
	Iteration 9Q: 3 clusters Score -76184.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76222.734375 Penalty: 2192.583984
	Iteration 10Q: 3 clusters Score -76222.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76249.328125 Penalty: 2192.583984
	Iteration 11Q: 3 clusters Score -76249.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76287.781250 Penalty: 2192.583984
	Iteration 12Q: 3 clusters Score -76287.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76321.500000 Penalty: 2192.583984
	Iteration 13Q: 3 clusters Score -76321.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76354.671875 Penalty: 2192.583984
	Iteration 14Q: 3 clusters Score -76354.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76378.148438 Penalty: 2192.583984
	Iteration 15Q: 3 clusters Score -76378.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76391.812500 Penalty: 2192.583984
	Iteration 16Q: 3 clusters Score -76391.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76395.812500 Penalty: 2192.583984
	Iteration 17Q: 3 clusters Score -76395.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76401.296875 Penalty: 2192.583984
	Iteration 18Q: 3 clusters Score -76401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76403.953125 Penalty: 2192.583984
	Iteration 19Q: 3 clusters Score -76403.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76405.242188 Penalty: 2192.583984
	Iteration 20F: 3 clusters Score -76405.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76405.828125 Penalty: 2192.583984
	Iteration 21Q: 3 clusters Score -76405.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76405.828125 Penalty: 2192.583984
	Iteration 22F: 3 clusters Score -76405.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -171000.921875 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -171000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -168975.312500 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -168975.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -169514.093750 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -169514.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -169728.531250 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -169728.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -169869.625000 Penalty: 2459.555420
	Iteration 3F: 3 clusters Score -169869.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -169959.484375 Penalty: 2459.555420
	Iteration 4Q: 3 clusters Score -169959.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170036.968750 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -170037 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -170109.484375 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -170109.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -170162.312500 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -170162.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -170205.937500 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -170205.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -170241.140625 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -170241.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -170280.718750 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -170280.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170317.953125 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -170318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -170350.437500 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -170350.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -170371.843750 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -170371.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -170390.875000 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -170390.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -170404.812500 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -170404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -170414.218750 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -170414.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -170420.421875 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -170420.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -170428.265625 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -170428.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -170438.890625 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -170438.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -170446.390625 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -170446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -170448.953125 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -170449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -170455.546875 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -170455.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -170468.781250 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -170468.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -170480.859375 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -170480.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -170492.875000 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -170492.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170501.109375 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -170501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170504.765625 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -170504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170509.609375 Penalty: 2459.555420
	Iteration 28Q: 3 clusters Score -170509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -170512.812500 Penalty: 2459.555420
	Iteration 29Q: 3 clusters Score -170512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170515.953125 Penalty: 2459.555420
	Iteration 30Q: 3 clusters Score -170516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -170516.468750 Penalty: 2459.555420
	Iteration 31Q: 3 clusters Score -170516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -170516.984375 Penalty: 2459.555420
	Iteration 32Q: 3 clusters Score -170517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170517.000000 Penalty: 2459.555420
	Iteration 33Q: 3 clusters Score -170517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170517.109375 Penalty: 2459.555420
	Iteration 34Q: 3 clusters Score -170517.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170517.109375 Penalty: 2459.555420
	Iteration 35F: 3 clusters Score -170517.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -416368.062500 Penalty: 1368.325073
	Iteration 0F: 2 clusters Score -416368.1 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 2299 members 
Entering Unmasked Estep 
Score: -412707.375000 Penalty: 2736.650146
	Iteration 0F: 3 clusters Score -412707.4 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -413696.093750 Penalty: 2736.650146
	Iteration 1F: 3 clusters Score -413696.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -413886.093750 Penalty: 2736.650146
	Iteration 2F: 3 clusters Score -413886.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -414000.031250 Penalty: 2736.650146
	Iteration 3F: 3 clusters Score -414000 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -414108.375000 Penalty: 2736.650146
	Iteration 4Q: 3 clusters Score -414108.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -414203.031250 Penalty: 2736.650146
	Iteration 5Q: 3 clusters Score -414203 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -414312.875000 Penalty: 2736.650146
	Iteration 6Q: 3 clusters Score -414312.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -414410.406250 Penalty: 2736.650146
	Iteration 7Q: 3 clusters Score -414410.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -414508.906250 Penalty: 2736.650146
	Iteration 8Q: 3 clusters Score -414508.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -414604.500000 Penalty: 2736.650146
	Iteration 9Q: 3 clusters Score -414604.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -414703.781250 Penalty: 2736.650146
	Iteration 10Q: 3 clusters Score -414703.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -414816.125000 Penalty: 2736.650146
	Iteration 11Q: 3 clusters Score -414816.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -414933.406250 Penalty: 2736.650146
	Iteration 12Q: 3 clusters Score -414933.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -415022.375000 Penalty: 2736.650146
	Iteration 13Q: 3 clusters Score -415022.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -415086.875000 Penalty: 2736.650146
	Iteration 14Q: 3 clusters Score -415086.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -415128.656250 Penalty: 2736.650146
	Iteration 15Q: 3 clusters Score -415128.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -415149.687500 Penalty: 2736.650146
	Iteration 16Q: 3 clusters Score -415149.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -415166.625000 Penalty: 2736.650146
	Iteration 17Q: 3 clusters Score -415166.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -415183.593750 Penalty: 2736.650146
	Iteration 18Q: 3 clusters Score -415183.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -415201.437500 Penalty: 2736.650146
	Iteration 19Q: 3 clusters Score -415201.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -415216.187500 Penalty: 2736.650146
	Iteration 20F: 3 clusters Score -415216.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -415226.593750 Penalty: 2736.650146
	Iteration 21Q: 3 clusters Score -415226.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -415235.937500 Penalty: 2736.650146
	Iteration 22Q: 3 clusters Score -415235.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -415241.000000 Penalty: 2736.650146
	Iteration 23Q: 3 clusters Score -415241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -415243.812500 Penalty: 2736.650146
	Iteration 24Q: 3 clusters Score -415243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -415245.750000 Penalty: 2736.650146
	Iteration 25Q: 3 clusters Score -415245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -415245.718750 Penalty: 2736.650146
	Iteration 26Q: 3 clusters Score -415245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -415245.718750 Penalty: 2736.650146
	Iteration 27F: 3 clusters Score -415245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -397849.375000 Penalty: 1360.063477
	Iteration 0F: 2 clusters Score -397849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -394282.562500 Penalty: 2720.126953
	Iteration 0F: 3 clusters Score -394282.6 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -395275.406250 Penalty: 2720.126953
	Iteration 1F: 3 clusters Score -395275.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -395488.843750 Penalty: 2720.126953
	Iteration 2F: 3 clusters Score -395488.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -395622.281250 Penalty: 2720.126953
	Iteration 3F: 3 clusters Score -395622.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -395713.093750 Penalty: 2720.126953
	Iteration 4Q: 3 clusters Score -395713.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -395774.812500 Penalty: 2720.126953
	Iteration 5Q: 3 clusters Score -395774.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -395838.625000 Penalty: 2720.126953
	Iteration 6Q: 3 clusters Score -395838.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -395890.218750 Penalty: 2720.126953
	Iteration 7Q: 3 clusters Score -395890.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -395938.593750 Penalty: 2720.126953
	Iteration 8Q: 3 clusters Score -395938.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -395987.718750 Penalty: 2720.126953
	Iteration 9Q: 3 clusters Score -395987.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -396045.437500 Penalty: 2720.126953
	Iteration 10Q: 3 clusters Score -396045.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -396112.125000 Penalty: 2720.126953
	Iteration 11Q: 3 clusters Score -396112.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -396174.000000 Penalty: 2720.126953
	Iteration 12Q: 3 clusters Score -396174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -396225.531250 Penalty: 2720.126953
	Iteration 13Q: 3 clusters Score -396225.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -396283.343750 Penalty: 2720.126953
	Iteration 14Q: 3 clusters Score -396283.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -396343.593750 Penalty: 2720.126953
	Iteration 15Q: 3 clusters Score -396343.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -396401.312500 Penalty: 2720.126953
	Iteration 16Q: 3 clusters Score -396401.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -396462.531250 Penalty: 2720.126953
	Iteration 17Q: 3 clusters Score -396462.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -396521.593750 Penalty: 2720.126953
	Iteration 18Q: 3 clusters Score -396521.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -396571.687500 Penalty: 2720.126953
	Iteration 19Q: 3 clusters Score -396571.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -396612.125000 Penalty: 2720.126953
	Iteration 20F: 3 clusters Score -396612.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -396654.843750 Penalty: 2720.126953
	Iteration 21Q: 3 clusters Score -396654.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -396698.218750 Penalty: 2720.126953
	Iteration 22Q: 3 clusters Score -396698.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -396746.968750 Penalty: 2720.126953
	Iteration 23Q: 3 clusters Score -396747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -396795.687500 Penalty: 2720.126953
	Iteration 24Q: 3 clusters Score -396795.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -396845.875000 Penalty: 2720.126953
	Iteration 25Q: 3 clusters Score -396845.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -396883.531250 Penalty: 2720.126953
	Iteration 26Q: 3 clusters Score -396883.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -396909.093750 Penalty: 2720.126953
	Iteration 27Q: 3 clusters Score -396909.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -396943.562500 Penalty: 2720.126953
	Iteration 28Q: 3 clusters Score -396943.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -396981.656250 Penalty: 2720.126953
	Iteration 29Q: 3 clusters Score -396981.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -397016.000000 Penalty: 2720.126953
	Iteration 30Q: 3 clusters Score -397016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -397050.468750 Penalty: 2720.126953
	Iteration 31Q: 3 clusters Score -397050.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -397066.500000 Penalty: 2720.126953
	Iteration 32Q: 3 clusters Score -397066.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -397078.187500 Penalty: 2720.126953
	Iteration 33Q: 3 clusters Score -397078.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -397091.656250 Penalty: 2720.126953
	Iteration 34Q: 3 clusters Score -397091.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -397105.593750 Penalty: 2720.126953
	Iteration 35Q: 3 clusters Score -397105.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -397116.093750 Penalty: 2720.126953
	Iteration 36Q: 3 clusters Score -397116.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -397120.750000 Penalty: 2720.126953
	Iteration 37Q: 3 clusters Score -397120.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -397126.250000 Penalty: 2720.126953
	Iteration 38Q: 3 clusters Score -397126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -397129.250000 Penalty: 2720.126953
	Iteration 39Q: 3 clusters Score -397129.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -397132.031250 Penalty: 2720.126953
	Iteration 40F: 3 clusters Score -397132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -397135.406250 Penalty: 2720.126953
	Iteration 41Q: 3 clusters Score -397135.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -397139.562500 Penalty: 2720.126953
	Iteration 42Q: 3 clusters Score -397139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -397142.687500 Penalty: 2720.126953
	Iteration 43Q: 3 clusters Score -397142.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -397144.156250 Penalty: 2720.126953
	Iteration 44Q: 3 clusters Score -397144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -397146.468750 Penalty: 2720.126953
	Iteration 45Q: 3 clusters Score -397146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -397148.000000 Penalty: 2720.126953
	Iteration 46Q: 3 clusters Score -397148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -397148.093750 Penalty: 2720.126953
	Iteration 47Q: 3 clusters Score -397148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -397148.281250 Penalty: 2720.126953
	Iteration 48Q: 3 clusters Score -397148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -397148.125000 Penalty: 2720.126953
	Iteration 49Q: 3 clusters Score -397148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -397148.031250 Penalty: 2720.126953
	Iteration 50Q: 3 clusters Score -397148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -397149.250000 Penalty: 2720.126953
	Iteration 51Q: 3 clusters Score -397149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -397149.968750 Penalty: 2720.126953
	Iteration 52Q: 3 clusters Score -397150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -397149.562500 Penalty: 2720.126953
	Iteration 53Q: 3 clusters Score -397149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -397149.562500 Penalty: 2720.126953
	Iteration 54F: 3 clusters Score -397149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (29095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Entering Unmasked Estep 
Score: -2862698.250000 Penalty: 1670.227173
	Iteration 0F: 2 clusters Score -2862698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2844425.250000 Penalty: 3340.454346
	Iteration 0F: 3 clusters Score -2844425 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2852139.500000 Penalty: 3340.454346
	Iteration 1F: 3 clusters Score -2852140 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2852875.750000 Penalty: 3340.454346
	Iteration 2F: 3 clusters Score -2852876 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2853779.750000 Penalty: 3340.454346
	Iteration 3F: 3 clusters Score -2853780 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2854999.750000 Penalty: 3340.454346
	Iteration 4F: 3 clusters Score -2855000 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2856441.500000 Penalty: 3340.454346
	Iteration 5F: 3 clusters Score -2856442 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2858066.750000 Penalty: 3340.454346
	Iteration 6F: 3 clusters Score -2858067 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2859638.500000 Penalty: 3340.454346
	Iteration 7F: 3 clusters Score -2859638 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2860577.500000 Penalty: 3340.454346
	Iteration 8Q: 3 clusters Score -2860578 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2860973.750000 Penalty: 3340.454346
	Iteration 9Q: 3 clusters Score -2860974 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2861143.750000 Penalty: 3340.454346
	Iteration 10Q: 3 clusters Score -2861144 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2861260.250000 Penalty: 3340.454346
	Iteration 11Q: 3 clusters Score -2861260 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2861322.250000 Penalty: 3340.454346
	Iteration 12Q: 3 clusters Score -2861322 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2861377.750000 Penalty: 3340.454346
	Iteration 13Q: 3 clusters Score -2861378 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2861438.250000 Penalty: 3340.454346
	Iteration 14Q: 3 clusters Score -2861438 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2861470.500000 Penalty: 3340.454346
	Iteration 15Q: 3 clusters Score -2861470 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2861468.000000 Penalty: 3340.454346
	Iteration 16Q: 3 clusters Score -2861468 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -2861497.250000 Penalty: 3340.454346
	Iteration 17Q: 3 clusters Score -2861497 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2861552.250000 Penalty: 3340.454346
	Iteration 18Q: 3 clusters Score -2861552 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -2861557.750000 Penalty: 3340.454346
	Iteration 19Q: 3 clusters Score -2861558 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -2861584.750000 Penalty: 3340.454346
	Iteration 20F: 3 clusters Score -2861585 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -2861579.000000 Penalty: 3340.454346
	Iteration 21Q: 3 clusters Score -2861579 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2861541.000000 Penalty: 3340.454346
	Iteration 22Q: 3 clusters Score -2861541 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -2861507.750000 Penalty: 3340.454346
	Iteration 23Q: 3 clusters Score -2861508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -2861513.500000 Penalty: 3340.454346
	Iteration 24Q: 3 clusters Score -2861514 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2861480.000000 Penalty: 3340.454346
	Iteration 25Q: 3 clusters Score -2861480 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -2861490.000000 Penalty: 3340.454346
	Iteration 26Q: 3 clusters Score -2861490 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2861483.750000 Penalty: 3340.454346
	Iteration 27Q: 3 clusters Score -2861484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -2861488.750000 Penalty: 3340.454346
	Iteration 28Q: 3 clusters Score -2861489 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -2861466.500000 Penalty: 3340.454346
	Iteration 29Q: 3 clusters Score -2861466 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -2861459.750000 Penalty: 3340.454346
	Iteration 30Q: 3 clusters Score -2861460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -2861450.000000 Penalty: 3340.454346
	Iteration 31Q: 3 clusters Score -2861450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2861419.500000 Penalty: 3340.454346
	Iteration 32Q: 3 clusters Score -2861420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -2861410.750000 Penalty: 3340.454346
	Iteration 33Q: 3 clusters Score -2861411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -2861403.750000 Penalty: 3340.454346
	Iteration 34Q: 3 clusters Score -2861404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -2861404.250000 Penalty: 3340.454346
	Iteration 35Q: 3 clusters Score -2861404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -2861401.500000 Penalty: 3340.454346
	Iteration 36Q: 3 clusters Score -2861402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -2861407.750000 Penalty: 3340.454346
	Iteration 37Q: 3 clusters Score -2861408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -2861409.500000 Penalty: 3340.454346
	Iteration 38Q: 3 clusters Score -2861410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -2861414.000000 Penalty: 3340.454346
	Iteration 39Q: 3 clusters Score -2861414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -2861411.000000 Penalty: 3340.454346
	Iteration 40F: 3 clusters Score -2861411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -2861409.000000 Penalty: 3340.454346
	Iteration 41Q: 3 clusters Score -2861409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -2861408.500000 Penalty: 3340.454346
	Iteration 42Q: 3 clusters Score -2861408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2861409.750000 Penalty: 3340.454346
	Iteration 43Q: 3 clusters Score -2861410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -2861411.000000 Penalty: 3340.454346
	Iteration 44Q: 3 clusters Score -2861411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -2861409.000000 Penalty: 3340.454346
	Iteration 45Q: 3 clusters Score -2861409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2861407.250000 Penalty: 3340.454346
	Iteration 46Q: 3 clusters Score -2861407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -2861408.500000 Penalty: 3340.454346
	Iteration 47Q: 3 clusters Score -2861408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -2861411.250000 Penalty: 3340.454346
	Iteration 48Q: 3 clusters Score -2861411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -2861405.250000 Penalty: 3340.454346
	Iteration 49Q: 3 clusters Score -2861405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -2861401.750000 Penalty: 3340.454346
	Iteration 50Q: 3 clusters Score -2861402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -2861405.000000 Penalty: 3340.454346
	Iteration 51Q: 3 clusters Score -2861405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -2861401.000000 Penalty: 3340.454346
	Iteration 52Q: 3 clusters Score -2861401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -2861401.000000 Penalty: 3340.454346
	Iteration 53F: 3 clusters Score -2861401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34969 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 18843 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49107 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23536 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 21089 members 
Mstep: Class 26 contains 8114 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 38107 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 37078 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 38218 members 
Mstep: Class 34 contains 6231 members 
Mstep: Class 35 contains 40979 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 32423 members 
Mstep: Class 41 contains 3564 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4314 members 
Mstep: Class 46 contains 29095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785828.000000 Penalty: 100859.070312
Iteration 279Q: 48 clusters Score -4.978583e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 34965 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 22218 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 18842 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 49009 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23498 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 21062 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 37449 members 
Mstep: Class 30 contains 1652 members 
Mstep: Class 31 contains 37096 members 
Mstep: Class 32 contains 2396 members 
Mstep: Class 33 contains 38224 members 
Mstep: Class 34 contains 6229 members 
Mstep: Class 35 contains 40971 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5462 members 
Mstep: Class 39 contains 8624 members 
Mstep: Class 40 contains 33281 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4303 members 
Mstep: Class 46 contains 29074 members 
Mstep: Class 47 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786484.000000 Penalty: 100859.070312
Iteration 280F: 48 clusters Score -4.978648e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 34967 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2578 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 22210 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 18801 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48908 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14727 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23459 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 21030 members 
Mstep: Class 26 contains 8102 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 36825 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37056 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 38225 members 
Mstep: Class 34 contains 6224 members 
Mstep: Class 35 contains 40963 members 
Mstep: Class 36 contains 1476 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8577 members 
Mstep: Class 40 contains 34116 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1924 members 
Mstep: Class 44 contains 4536 members 
Mstep: Class 45 contains 4290 members 
Mstep: Class 46 contains 29058 members 
Mstep: Class 47 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787008.000000 Penalty: 100859.070312
Iteration 281Q: 48 clusters Score -4.978701e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2287 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 34964 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 22206 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 18774 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48813 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23431 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20995 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15525 members 
Mstep: Class 29 contains 36122 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 2368 members 
Mstep: Class 33 contains 38234 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 40965 members 
Mstep: Class 36 contains 1473 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8545 members 
Mstep: Class 40 contains 35005 members 
Mstep: Class 41 contains 3565 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1922 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 29032 members 
Mstep: Class 47 contains 3810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787772.000000 Penalty: 100859.070312
Iteration 282Q: 48 clusters Score -4.978777e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2285 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 34976 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 7780 members 
Mstep: Class 13 contains 22233 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 18755 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48705 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14848 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23383 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 20958 members 
Mstep: Class 26 contains 8053 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15547 members 
Mstep: Class 29 contains 35164 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37025 members 
Mstep: Class 32 contains 2364 members 
Mstep: Class 33 contains 38242 members 
Mstep: Class 34 contains 6210 members 
Mstep: Class 35 contains 40960 members 
Mstep: Class 36 contains 1472 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8518 members 
Mstep: Class 40 contains 36138 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1920 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4246 members 
Mstep: Class 46 contains 29004 members 
Mstep: Class 47 contains 3890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788524.000000 Penalty: 100859.070312
Iteration 283Q: 48 clusters Score -4.978852e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 34980 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 7755 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 18739 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48602 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23369 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 20934 members 
Mstep: Class 26 contains 8033 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15565 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37023 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 38238 members 
Mstep: Class 34 contains 6205 members 
Mstep: Class 35 contains 40952 members 
Mstep: Class 36 contains 1473 members 
Mstep: Class 37 contains 1116 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8509 members 
Mstep: Class 40 contains 37424 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1918 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4235 members 
Mstep: Class 46 contains 29047 members 
Mstep: Class 47 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789024.000000 Penalty: 100859.070312
Iteration 284Q: 48 clusters Score -4.978902e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 34974 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 7728 members 
Mstep: Class 13 contains 22316 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 18721 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48626 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23323 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 20916 members 
Mstep: Class 26 contains 8013 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15592 members 
Mstep: Class 29 contains 32564 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 37027 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 38229 members 
Mstep: Class 34 contains 6198 members 
Mstep: Class 35 contains 40935 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5462 members 
Mstep: Class 39 contains 8502 members 
Mstep: Class 40 contains 38609 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1916 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4230 members 
Mstep: Class 46 contains 29199 members 
Mstep: Class 47 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787936.000000 Penalty: 100859.070312
Iteration 285Q: 48 clusters Score -4.978794e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 34992 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 18700 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 48675 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15038 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23339 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 20895 members 
Mstep: Class 26 contains 7982 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15609 members 
Mstep: Class 29 contains 31046 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 37034 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38209 members 
Mstep: Class 34 contains 6195 members 
Mstep: Class 35 contains 40920 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5464 members 
Mstep: Class 39 contains 8494 members 
Mstep: Class 40 contains 39737 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1916 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4242 members 
Mstep: Class 46 contains 29455 members 
Mstep: Class 47 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786628.000000 Penalty: 100859.070312
Iteration 286Q: 48 clusters Score -4.978663e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3453 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35013 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 7686 members 
Mstep: Class 13 contains 22394 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 18691 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 48729 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15098 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23376 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 20860 members 
Mstep: Class 26 contains 7965 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15622 members 
Mstep: Class 29 contains 29682 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38172 members 
Mstep: Class 34 contains 6185 members 
Mstep: Class 35 contains 40901 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5465 members 
Mstep: Class 39 contains 8485 members 
Mstep: Class 40 contains 40608 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1918 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4260 members 
Mstep: Class 46 contains 29784 members 
Mstep: Class 47 contains 4056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785700.000000 Penalty: 100859.070312
Iteration 287Q: 48 clusters Score -4.97857e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35018 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 7667 members 
Mstep: Class 13 contains 22423 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 18683 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4054 members 
Mstep: Class 25 contains 20837 members 
Mstep: Class 26 contains 7946 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15637 members 
Mstep: Class 29 contains 28779 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 37029 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 38133 members 
Mstep: Class 34 contains 6179 members 
Mstep: Class 35 contains 40891 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 8479 members 
Mstep: Class 40 contains 40956 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1916 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4282 members 
Mstep: Class 46 contains 30101 members 
Mstep: Class 47 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785140.000000 Penalty: 100859.070312
Iteration 288Q: 48 clusters Score -4.978514e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 7646 members 
Mstep: Class 13 contains 22464 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 18675 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48945 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15221 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23489 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 20809 members 
Mstep: Class 26 contains 7920 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15650 members 
Mstep: Class 29 contains 28400 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 37035 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 38094 members 
Mstep: Class 34 contains 6176 members 
Mstep: Class 35 contains 40873 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5466 members 
Mstep: Class 39 contains 8469 members 
Mstep: Class 40 contains 40835 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1913 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4310 members 
Mstep: Class 46 contains 30377 members 
Mstep: Class 47 contains 4120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784716.000000 Penalty: 100859.070312
Iteration 289Q: 48 clusters Score -4.978472e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 3520 members 
Mstep: Class 5 contains 1981 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35030 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 7613 members 
Mstep: Class 13 contains 22505 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 18662 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49061 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15290 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23495 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 20788 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15663 members 
Mstep: Class 29 contains 28399 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 37038 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 38078 members 
Mstep: Class 34 contains 6174 members 
Mstep: Class 35 contains 40861 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5466 members 
Mstep: Class 39 contains 8460 members 
Mstep: Class 40 contains 40475 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1912 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4329 members 
Mstep: Class 46 contains 30539 members 
Mstep: Class 47 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784764.000000 Penalty: 100859.070312
Iteration 290Q: 48 clusters Score -4.978476e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35039 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 7581 members 
Mstep: Class 13 contains 22562 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 18651 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49156 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15366 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23485 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 20753 members 
Mstep: Class 26 contains 7875 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15673 members 
Mstep: Class 29 contains 28718 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 37038 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 38051 members 
Mstep: Class 34 contains 6168 members 
Mstep: Class 35 contains 40846 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 8442 members 
Mstep: Class 40 contains 39933 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4351 members 
Mstep: Class 46 contains 30602 members 
Mstep: Class 47 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785172.000000 Penalty: 100859.070312
Iteration 291Q: 48 clusters Score -4.978517e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35042 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 22622 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 18644 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49209 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15435 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23471 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 20715 members 
Mstep: Class 26 contains 7856 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15689 members 
Mstep: Class 29 contains 29287 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 37041 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 38012 members 
Mstep: Class 34 contains 6164 members 
Mstep: Class 35 contains 40824 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 8428 members 
Mstep: Class 40 contains 39275 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4366 members 
Mstep: Class 46 contains 30614 members 
Mstep: Class 47 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785572.000000 Penalty: 100859.070312
Iteration 292Q: 48 clusters Score -4.978557e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 1995 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35048 members 
Mstep: Class 9 contains 5693 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 22671 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 18638 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49247 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15520 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23444 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 20679 members 
Mstep: Class 26 contains 7838 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15702 members 
Mstep: Class 29 contains 30042 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 37042 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37973 members 
Mstep: Class 34 contains 6162 members 
Mstep: Class 35 contains 40815 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5466 members 
Mstep: Class 39 contains 8416 members 
Mstep: Class 40 contains 38520 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1913 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 30554 members 
Mstep: Class 47 contains 4267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786088.000000 Penalty: 100859.070312
Iteration 293Q: 48 clusters Score -4.978609e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 1997 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35039 members 
Mstep: Class 9 contains 5693 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 22683 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49255 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15599 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23409 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 20636 members 
Mstep: Class 26 contains 7832 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15719 members 
Mstep: Class 29 contains 30935 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 37046 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37954 members 
Mstep: Class 34 contains 6160 members 
Mstep: Class 35 contains 40803 members 
Mstep: Class 36 contains 1454 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5468 members 
Mstep: Class 39 contains 8410 members 
Mstep: Class 40 contains 37753 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1912 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4388 members 
Mstep: Class 46 contains 30444 members 
Mstep: Class 47 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786760.000000 Penalty: 100859.070312
Iteration 294Q: 48 clusters Score -4.978676e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 2000 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35027 members 
Mstep: Class 9 contains 5694 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 22684 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 18621 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49229 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15682 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23381 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 20601 members 
Mstep: Class 26 contains 7824 members 
Mstep: Class 27 contains 887 members 
Mstep: Class 28 contains 15736 members 
Mstep: Class 29 contains 31922 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 37043 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37941 members 
Mstep: Class 34 contains 6158 members 
Mstep: Class 35 contains 40790 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 8403 members 
Mstep: Class 40 contains 36983 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1913 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4391 members 
Mstep: Class 46 contains 30304 members 
Mstep: Class 47 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787216.000000 Penalty: 100859.070312
Iteration 295Q: 48 clusters Score -4.978722e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 2003 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35016 members 
Mstep: Class 9 contains 5692 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 7414 members 
Mstep: Class 13 contains 22692 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18622 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49207 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15753 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23353 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 20560 members 
Mstep: Class 26 contains 7815 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15754 members 
Mstep: Class 29 contains 32893 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 37045 members 
Mstep: Class 32 contains 2349 members 
Mstep: Class 33 contains 37939 members 
Mstep: Class 34 contains 6156 members 
Mstep: Class 35 contains 40788 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 8405 members 
Mstep: Class 40 contains 36226 members 
Mstep: Class 41 contains 3566 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1912 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4395 members 
Mstep: Class 46 contains 30135 members 
Mstep: Class 47 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787636.000000 Penalty: 100859.070312
Iteration 296Q: 48 clusters Score -4.978764e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35019 members 
Mstep: Class 9 contains 5693 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 22690 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 18619 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49128 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15812 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23305 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 20529 members 
Mstep: Class 26 contains 7810 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15763 members 
Mstep: Class 29 contains 33849 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 37047 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 37939 members 
Mstep: Class 34 contains 6155 members 
Mstep: Class 35 contains 40780 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5469 members 
Mstep: Class 39 contains 8409 members 
Mstep: Class 40 contains 35578 members 
Mstep: Class 41 contains 3567 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1912 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4399 members 
Mstep: Class 46 contains 29962 members 
Mstep: Class 47 contains 4318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788020.000000 Penalty: 100859.070312
Iteration 297Q: 48 clusters Score -4.978802e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35029 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7358 members 
Mstep: Class 13 contains 22704 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 18613 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49047 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15881 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23248 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 20488 members 
Mstep: Class 26 contains 7805 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15777 members 
Mstep: Class 29 contains 34777 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 37038 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37937 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 40779 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5471 members 
Mstep: Class 39 contains 8413 members 
Mstep: Class 40 contains 34960 members 
Mstep: Class 41 contains 3567 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1909 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4397 members 
Mstep: Class 46 contains 29787 members 
Mstep: Class 47 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788816.000000 Penalty: 100859.070312
Iteration 298Q: 48 clusters Score -4.978882e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35036 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 22706 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18606 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48967 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15936 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23198 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20439 members 
Mstep: Class 26 contains 7795 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15792 members 
Mstep: Class 29 contains 35793 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 37036 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37951 members 
Mstep: Class 34 contains 6147 members 
Mstep: Class 35 contains 40787 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1117 members 
Mstep: Class 38 contains 5475 members 
Mstep: Class 39 contains 8417 members 
Mstep: Class 40 contains 34270 members 
Mstep: Class 41 contains 3567 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1907 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4407 members 
Mstep: Class 46 contains 29582 members 
Mstep: Class 47 contains 4328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789312.000000 Penalty: 100859.070312
Iteration 299Q: 48 clusters Score -4.978931e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35030 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7330 members 
Mstep: Class 13 contains 22703 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 18601 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48886 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 15990 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23122 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 20399 members 
Mstep: Class 26 contains 7786 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15810 members 
Mstep: Class 29 contains 36948 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 37035 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37962 members 
Mstep: Class 34 contains 6139 members 
Mstep: Class 35 contains 40798 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5478 members 
Mstep: Class 39 contains 8417 members 
Mstep: Class 40 contains 33441 members 
Mstep: Class 41 contains 3567 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1904 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4414 members 
Mstep: Class 46 contains 29388 members 
Mstep: Class 47 contains 4334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789368.000000 Penalty: 100859.070312
Iteration 300F: 48 clusters Score -4.978937e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35027 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7320 members 
Mstep: Class 13 contains 22702 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 18595 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48872 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16043 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23062 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 20367 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15817 members 
Mstep: Class 29 contains 38280 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 37034 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37969 members 
Mstep: Class 34 contains 6133 members 
Mstep: Class 35 contains 40807 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5478 members 
Mstep: Class 39 contains 8411 members 
Mstep: Class 40 contains 32326 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1905 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4434 members 
Mstep: Class 46 contains 29201 members 
Mstep: Class 47 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788744.000000 Penalty: 100859.070312
Iteration 301Q: 48 clusters Score -4.978874e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35044 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7313 members 
Mstep: Class 13 contains 22698 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 18589 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48882 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16095 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 23011 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20342 members 
Mstep: Class 26 contains 7774 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15824 members 
Mstep: Class 29 contains 39645 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 37033 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37990 members 
Mstep: Class 34 contains 6128 members 
Mstep: Class 35 contains 40809 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5479 members 
Mstep: Class 39 contains 8405 members 
Mstep: Class 40 contains 31069 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 29057 members 
Mstep: Class 47 contains 4350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787464.000000 Penalty: 100859.070312
Iteration 302Q: 48 clusters Score -4.978746e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35057 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7300 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48968 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16143 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22993 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20308 members 
Mstep: Class 26 contains 7762 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15830 members 
Mstep: Class 29 contains 40706 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37989 members 
Mstep: Class 34 contains 6126 members 
Mstep: Class 35 contains 40802 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5479 members 
Mstep: Class 39 contains 8404 members 
Mstep: Class 40 contains 29938 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4489 members 
Mstep: Class 46 contains 28974 members 
Mstep: Class 47 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785956.000000 Penalty: 100859.070312
Iteration 303Q: 48 clusters Score -4.978596e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35059 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 22720 members 
Mstep: Class 14 contains 3334 members 
Mstep: Class 15 contains 18581 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49168 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16210 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22971 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20280 members 
Mstep: Class 26 contains 7746 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15832 members 
Mstep: Class 29 contains 41210 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 37030 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37983 members 
Mstep: Class 34 contains 6122 members 
Mstep: Class 35 contains 40798 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5478 members 
Mstep: Class 39 contains 8403 members 
Mstep: Class 40 contains 29217 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1898 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4526 members 
Mstep: Class 46 contains 28894 members 
Mstep: Class 47 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784968.000000 Penalty: 100859.070312
Iteration 304Q: 48 clusters Score -4.978497e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35058 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 7271 members 
Mstep: Class 13 contains 22733 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 18576 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49311 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22954 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20243 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15831 members 
Mstep: Class 29 contains 41383 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37988 members 
Mstep: Class 34 contains 6121 members 
Mstep: Class 35 contains 40799 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5479 members 
Mstep: Class 39 contains 8405 members 
Mstep: Class 40 contains 28890 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1893 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 28827 members 
Mstep: Class 47 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784244.000000 Penalty: 100859.070312
Iteration 305Q: 48 clusters Score -4.978424e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35071 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 7261 members 
Mstep: Class 13 contains 22758 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 15 contains 18571 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49432 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16368 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22935 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20191 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15835 members 
Mstep: Class 29 contains 41227 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 37030 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37995 members 
Mstep: Class 34 contains 6118 members 
Mstep: Class 35 contains 40788 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5481 members 
Mstep: Class 39 contains 8405 members 
Mstep: Class 40 contains 28939 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1889 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4568 members 
Mstep: Class 46 contains 28751 members 
Mstep: Class 47 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784004.000000 Penalty: 100859.070312
Iteration 306Q: 48 clusters Score -4.9784e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 3696 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 9 contains 5710 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 7246 members 
Mstep: Class 13 contains 22767 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49487 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16444 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22901 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20145 members 
Mstep: Class 26 contains 7695 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15835 members 
Mstep: Class 29 contains 40847 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 37030 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38006 members 
Mstep: Class 34 contains 6114 members 
Mstep: Class 35 contains 40785 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5480 members 
Mstep: Class 39 contains 8403 members 
Mstep: Class 40 contains 29285 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1885 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4577 members 
Mstep: Class 46 contains 28712 members 
Mstep: Class 47 contains 4385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784148.000000 Penalty: 100859.070312
Iteration 307Q: 48 clusters Score -4.978415e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35094 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 22792 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 18559 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49489 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16519 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22875 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20106 members 
Mstep: Class 26 contains 7685 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15840 members 
Mstep: Class 29 contains 40397 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 37025 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 37999 members 
Mstep: Class 34 contains 6113 members 
Mstep: Class 35 contains 40787 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5480 members 
Mstep: Class 39 contains 8401 members 
Mstep: Class 40 contains 29768 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1879 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4580 members 
Mstep: Class 46 contains 28688 members 
Mstep: Class 47 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784680.000000 Penalty: 100859.070312
Iteration 308Q: 48 clusters Score -4.978468e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35103 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 22795 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 18560 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49446 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16587 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22843 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20085 members 
Mstep: Class 26 contains 7671 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15841 members 
Mstep: Class 29 contains 39855 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 37024 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38004 members 
Mstep: Class 34 contains 6109 members 
Mstep: Class 35 contains 40779 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5479 members 
Mstep: Class 39 contains 8401 members 
Mstep: Class 40 contains 30400 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1875 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4573 members 
Mstep: Class 46 contains 28674 members 
Mstep: Class 47 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785132.000000 Penalty: 100859.070312
Iteration 309Q: 48 clusters Score -4.978513e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 2028 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35113 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 7171 members 
Mstep: Class 13 contains 22791 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 18557 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49377 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16657 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22818 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20044 members 
Mstep: Class 26 contains 7661 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15847 members 
Mstep: Class 29 contains 39235 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 37023 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38006 members 
Mstep: Class 34 contains 6103 members 
Mstep: Class 35 contains 40766 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5478 members 
Mstep: Class 39 contains 8400 members 
Mstep: Class 40 contains 31132 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1873 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4571 members 
Mstep: Class 46 contains 28672 members 
Mstep: Class 47 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785688.000000 Penalty: 100859.070312
Iteration 310Q: 48 clusters Score -4.978569e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 5 contains 2029 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35120 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 22786 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 18556 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49288 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16713 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 20007 members 
Mstep: Class 26 contains 7648 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15855 members 
Mstep: Class 29 contains 38588 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 37023 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38025 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 40764 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5477 members 
Mstep: Class 39 contains 8399 members 
Mstep: Class 40 contains 31951 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1871 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4559 members 
Mstep: Class 46 contains 28654 members 
Mstep: Class 47 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786260.000000 Penalty: 100859.070312
Iteration 311Q: 48 clusters Score -4.978626e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35125 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 22785 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 18558 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49171 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22713 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 19985 members 
Mstep: Class 26 contains 7630 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15862 members 
Mstep: Class 29 contains 37944 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 37022 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38031 members 
Mstep: Class 34 contains 6088 members 
Mstep: Class 35 contains 40750 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5477 members 
Mstep: Class 39 contains 8396 members 
Mstep: Class 40 contains 32799 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1865 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 28632 members 
Mstep: Class 47 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786972.000000 Penalty: 100859.070312
Iteration 312Q: 48 clusters Score -4.978697e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3607 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35123 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 22790 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 18556 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49046 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16842 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22662 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 19961 members 
Mstep: Class 26 contains 7617 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15870 members 
Mstep: Class 29 contains 37293 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 37024 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38032 members 
Mstep: Class 34 contains 6084 members 
Mstep: Class 35 contains 40746 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5479 members 
Mstep: Class 39 contains 8394 members 
Mstep: Class 40 contains 33648 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1856 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4533 members 
Mstep: Class 46 contains 28618 members 
Mstep: Class 47 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787336.000000 Penalty: 100859.070312
Iteration 313Q: 48 clusters Score -4.978734e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35123 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 22780 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18552 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48972 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16906 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22635 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 19931 members 
Mstep: Class 26 contains 7620 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 15883 members 
Mstep: Class 29 contains 36630 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37023 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38022 members 
Mstep: Class 34 contains 6077 members 
Mstep: Class 35 contains 40737 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5479 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 34490 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1851 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4519 members 
Mstep: Class 46 contains 28614 members 
Mstep: Class 47 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787812.000000 Penalty: 100859.070312
Iteration 314Q: 48 clusters Score -4.978781e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35129 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 22780 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 18550 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48885 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16954 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 19901 members 
Mstep: Class 26 contains 7618 members 
Mstep: Class 27 contains 887 members 
Mstep: Class 28 contains 15887 members 
Mstep: Class 29 contains 35874 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37026 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38022 members 
Mstep: Class 34 contains 6077 members 
Mstep: Class 35 contains 40729 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5479 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 35415 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4500 members 
Mstep: Class 46 contains 28616 members 
Mstep: Class 47 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788548.000000 Penalty: 100859.070312
Iteration 315Q: 48 clusters Score -4.978855e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 22794 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48808 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 16988 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22617 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 19889 members 
Mstep: Class 26 contains 7619 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 15889 members 
Mstep: Class 29 contains 34889 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37026 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38014 members 
Mstep: Class 34 contains 6072 members 
Mstep: Class 35 contains 40709 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5477 members 
Mstep: Class 39 contains 8387 members 
Mstep: Class 40 contains 36497 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4478 members 
Mstep: Class 46 contains 28635 members 
Mstep: Class 47 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789188.000000 Penalty: 100859.070312
Iteration 316Q: 48 clusters Score -4.978919e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35144 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 22807 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 15 contains 18545 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48761 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17012 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22623 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19880 members 
Mstep: Class 26 contains 7619 members 
Mstep: Class 27 contains 890 members 
Mstep: Class 28 contains 15889 members 
Mstep: Class 29 contains 33678 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 37034 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38017 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 40698 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5477 members 
Mstep: Class 39 contains 8388 members 
Mstep: Class 40 contains 37692 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1833 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4475 members 
Mstep: Class 46 contains 28713 members 
Mstep: Class 47 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789468.000000 Penalty: 100859.070312
Iteration 317Q: 48 clusters Score -4.978947e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35140 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 22819 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 18544 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48806 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17042 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22636 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 19879 members 
Mstep: Class 26 contains 7619 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 15893 members 
Mstep: Class 29 contains 32468 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37035 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 38009 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 40686 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5476 members 
Mstep: Class 39 contains 8388 members 
Mstep: Class 40 contains 38671 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1822 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4469 members 
Mstep: Class 46 contains 28887 members 
Mstep: Class 47 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788304.000000 Penalty: 100859.070312
Iteration 318Q: 48 clusters Score -4.97883e+07 nChanged 2787
Entering ConstructFrom: 
Score: -49788304.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (19313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Entering Unmasked Estep 
Score: -1853238.000000 Penalty: 1603.636841
	Iteration 0F: 2 clusters Score -1853238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1840064.875000 Penalty: 3207.273682
	Iteration 0F: 3 clusters Score -1840065 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1844750.250000 Penalty: 3207.273682
	Iteration 1F: 3 clusters Score -1844750 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1845054.250000 Penalty: 3207.273682
	Iteration 2Q: 3 clusters Score -1845054 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1845312.125000 Penalty: 3207.273682
	Iteration 3Q: 3 clusters Score -1845312 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1845548.875000 Penalty: 3207.273682
	Iteration 4Q: 3 clusters Score -1845549 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1845738.125000 Penalty: 3207.273682
	Iteration 5Q: 3 clusters Score -1845738 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1845916.125000 Penalty: 3207.273682
	Iteration 6Q: 3 clusters Score -1845916 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1846086.125000 Penalty: 3207.273682
	Iteration 7Q: 3 clusters Score -1846086 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1846285.875000 Penalty: 3207.273682
	Iteration 8Q: 3 clusters Score -1846286 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1846494.625000 Penalty: 3207.273682
	Iteration 9Q: 3 clusters Score -1846495 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1846732.625000 Penalty: 3207.273682
	Iteration 10Q: 3 clusters Score -1846733 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1847022.750000 Penalty: 3207.273682
	Iteration 11Q: 3 clusters Score -1847023 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1847403.750000 Penalty: 3207.273682
	Iteration 12Q: 3 clusters Score -1847404 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1847894.250000 Penalty: 3207.273682
	Iteration 13Q: 3 clusters Score -1847894 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1848447.750000 Penalty: 3207.273682
	Iteration 14Q: 3 clusters Score -1848448 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1848955.625000 Penalty: 3207.273682
	Iteration 15Q: 3 clusters Score -1848956 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1849325.250000 Penalty: 3207.273682
	Iteration 16Q: 3 clusters Score -1849325 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1849540.625000 Penalty: 3207.273682
	Iteration 17Q: 3 clusters Score -1849541 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1849680.875000 Penalty: 3207.273682
	Iteration 18Q: 3 clusters Score -1849681 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1849787.250000 Penalty: 3207.273682
	Iteration 19Q: 3 clusters Score -1849787 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1849864.875000 Penalty: 3207.273682
	Iteration 20F: 3 clusters Score -1849865 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1849941.375000 Penalty: 3207.273682
	Iteration 21Q: 3 clusters Score -1849941 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1850023.625000 Penalty: 3207.273682
	Iteration 22Q: 3 clusters Score -1850024 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1850086.000000 Penalty: 3207.273682
	Iteration 23Q: 3 clusters Score -1850086 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1850151.125000 Penalty: 3207.273682
	Iteration 24Q: 3 clusters Score -1850151 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1850234.625000 Penalty: 3207.273682
	Iteration 25Q: 3 clusters Score -1850235 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1850309.750000 Penalty: 3207.273682
	Iteration 26Q: 3 clusters Score -1850310 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1850366.375000 Penalty: 3207.273682
	Iteration 27Q: 3 clusters Score -1850366 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1850440.875000 Penalty: 3207.273682
	Iteration 28Q: 3 clusters Score -1850441 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1850518.250000 Penalty: 3207.273682
	Iteration 29Q: 3 clusters Score -1850518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1850597.125000 Penalty: 3207.273682
	Iteration 30Q: 3 clusters Score -1850597 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1850678.000000 Penalty: 3207.273682
	Iteration 31Q: 3 clusters Score -1850678 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1850757.875000 Penalty: 3207.273682
	Iteration 32Q: 3 clusters Score -1850758 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1850855.625000 Penalty: 3207.273682
	Iteration 33Q: 3 clusters Score -1850856 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1850952.750000 Penalty: 3207.273682
	Iteration 34Q: 3 clusters Score -1850953 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1851051.625000 Penalty: 3207.273682
	Iteration 35Q: 3 clusters Score -1851052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1851161.500000 Penalty: 3207.273682
	Iteration 36Q: 3 clusters Score -1851162 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1851239.000000 Penalty: 3207.273682
	Iteration 37Q: 3 clusters Score -1851239 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1851322.625000 Penalty: 3207.273682
	Iteration 38Q: 3 clusters Score -1851323 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1851400.375000 Penalty: 3207.273682
	Iteration 39Q: 3 clusters Score -1851400 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1851461.375000 Penalty: 3207.273682
	Iteration 40F: 3 clusters Score -1851461 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1851528.125000 Penalty: 3207.273682
	Iteration 41Q: 3 clusters Score -1851528 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1851574.625000 Penalty: 3207.273682
	Iteration 42Q: 3 clusters Score -1851575 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1851610.625000 Penalty: 3207.273682
	Iteration 43Q: 3 clusters Score -1851611 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1851639.750000 Penalty: 3207.273682
	Iteration 44Q: 3 clusters Score -1851640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1851665.750000 Penalty: 3207.273682
	Iteration 45Q: 3 clusters Score -1851666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1851677.250000 Penalty: 3207.273682
	Iteration 46Q: 3 clusters Score -1851677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1851699.500000 Penalty: 3207.273682
	Iteration 47Q: 3 clusters Score -1851700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1851722.625000 Penalty: 3207.273682
	Iteration 48Q: 3 clusters Score -1851723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1851741.750000 Penalty: 3207.273682
	Iteration 49Q: 3 clusters Score -1851742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1851751.750000 Penalty: 3207.273682
	Iteration 50Q: 3 clusters Score -1851752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1851755.000000 Penalty: 3207.273682
	Iteration 51Q: 3 clusters Score -1851755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1851760.125000 Penalty: 3207.273682
	Iteration 52Q: 3 clusters Score -1851760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1851769.875000 Penalty: 3207.273682
	Iteration 53Q: 3 clusters Score -1851770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1851779.000000 Penalty: 3207.273682
	Iteration 54Q: 3 clusters Score -1851779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1851789.125000 Penalty: 3207.273682
	Iteration 55Q: 3 clusters Score -1851789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -1851800.250000 Penalty: 3207.273682
	Iteration 56Q: 3 clusters Score -1851800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1851804.500000 Penalty: 3207.273682
	Iteration 57Q: 3 clusters Score -1851804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1851804.125000 Penalty: 3207.273682
	Iteration 58Q: 3 clusters Score -1851804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1851803.250000 Penalty: 3207.273682
	Iteration 59Q: 3 clusters Score -1851803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -1851808.125000 Penalty: 3207.273682
	Iteration 60F: 3 clusters Score -1851808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1851812.625000 Penalty: 3207.273682
	Iteration 61Q: 3 clusters Score -1851813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1851813.875000 Penalty: 3207.273682
	Iteration 62Q: 3 clusters Score -1851814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1851821.750000 Penalty: 3207.273682
	Iteration 63Q: 3 clusters Score -1851822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1851830.000000 Penalty: 3207.273682
	Iteration 64Q: 3 clusters Score -1851830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -1851834.000000 Penalty: 3207.273682
	Iteration 65Q: 3 clusters Score -1851834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1851836.000000 Penalty: 3207.273682
	Iteration 66Q: 3 clusters Score -1851836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1851847.000000 Penalty: 3207.273682
	Iteration 67Q: 3 clusters Score -1851847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1851851.000000 Penalty: 3207.273682
	Iteration 68Q: 3 clusters Score -1851851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -1851862.500000 Penalty: 3207.273682
	Iteration 69Q: 3 clusters Score -1851862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -1851873.875000 Penalty: 3207.273682
	Iteration 70Q: 3 clusters Score -1851874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1851879.625000 Penalty: 3207.273682
	Iteration 71Q: 3 clusters Score -1851880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1851887.875000 Penalty: 3207.273682
	Iteration 72Q: 3 clusters Score -1851888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -1851891.000000 Penalty: 3207.273682
	Iteration 73Q: 3 clusters Score -1851891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1851896.125000 Penalty: 3207.273682
	Iteration 74Q: 3 clusters Score -1851896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1851895.625000 Penalty: 3207.273682
	Iteration 75Q: 3 clusters Score -1851896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1851894.000000 Penalty: 3207.273682
	Iteration 76Q: 3 clusters Score -1851894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -1851896.250000 Penalty: 3207.273682
	Iteration 77Q: 3 clusters Score -1851896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1851900.000000 Penalty: 3207.273682
	Iteration 78Q: 3 clusters Score -1851900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1851898.750000 Penalty: 3207.273682
	Iteration 79Q: 3 clusters Score -1851899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1851898.750000 Penalty: 3207.273682
	Iteration 80F: 3 clusters Score -1851899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -119500.742188 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -119500.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -117892.906250 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -117892.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -118259.484375 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -118259.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -118366.242188 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -118366.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -118439.718750 Penalty: 2330.788330
	Iteration 3F: 3 clusters Score -118439.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -118511.734375 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -118511.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -118569.492188 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -118569.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -118618.632812 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -118618.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -118671.554688 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -118671.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -118709.703125 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -118709.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -118746.921875 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -118746.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -118763.218750 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -118763.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -118775.539062 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -118775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -118781.484375 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -118781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -118784.757812 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -118784.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -118787.421875 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -118787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118789.109375 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -118789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118791.515625 Penalty: 2330.788330
	Iteration 16Q: 3 clusters Score -118791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -118794.554688 Penalty: 2330.788330
	Iteration 17Q: 3 clusters Score -118794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118798.921875 Penalty: 2330.788330
	Iteration 18Q: 3 clusters Score -118798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -118802.679688 Penalty: 2330.788330
	Iteration 19Q: 3 clusters Score -118802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118806.015625 Penalty: 2330.788330
	Iteration 20F: 3 clusters Score -118806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -118808.109375 Penalty: 2330.788330
	Iteration 21Q: 3 clusters Score -118808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118809.835938 Penalty: 2330.788330
	Iteration 22Q: 3 clusters Score -118809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118810.234375 Penalty: 2330.788330
	Iteration 23Q: 3 clusters Score -118810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118810.234375 Penalty: 2330.788330
	Iteration 24F: 3 clusters Score -118810.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -179904.343750 Penalty: 1255.509521
	Iteration 0F: 2 clusters Score -179904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -177714.515625 Penalty: 2511.019043
	Iteration 0F: 3 clusters Score -177714.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -178459.218750 Penalty: 2511.019043
	Iteration 1F: 3 clusters Score -178459.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -178772.906250 Penalty: 2511.019043
	Iteration 2F: 3 clusters Score -178772.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -179030.296875 Penalty: 2511.019043
	Iteration 3F: 3 clusters Score -179030.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -179269.187500 Penalty: 2511.019043
	Iteration 4F: 3 clusters Score -179269.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -179446.437500 Penalty: 2511.019043
	Iteration 5F: 3 clusters Score -179446.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -179534.703125 Penalty: 2511.019043
	Iteration 6Q: 3 clusters Score -179534.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -179601.812500 Penalty: 2511.019043
	Iteration 7Q: 3 clusters Score -179601.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -179641.578125 Penalty: 2511.019043
	Iteration 8Q: 3 clusters Score -179641.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -179668.718750 Penalty: 2511.019043
	Iteration 9Q: 3 clusters Score -179668.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -179690.671875 Penalty: 2511.019043
	Iteration 10Q: 3 clusters Score -179690.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -179705.609375 Penalty: 2511.019043
	Iteration 11Q: 3 clusters Score -179705.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -179714.328125 Penalty: 2511.019043
	Iteration 12Q: 3 clusters Score -179714.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -179722.328125 Penalty: 2511.019043
	Iteration 13Q: 3 clusters Score -179722.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -179730.906250 Penalty: 2511.019043
	Iteration 14Q: 3 clusters Score -179730.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179735.828125 Penalty: 2511.019043
	Iteration 15Q: 3 clusters Score -179735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -179740.421875 Penalty: 2511.019043
	Iteration 16Q: 3 clusters Score -179740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -179743.421875 Penalty: 2511.019043
	Iteration 17Q: 3 clusters Score -179743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -179746.687500 Penalty: 2511.019043
	Iteration 18Q: 3 clusters Score -179746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -179749.796875 Penalty: 2511.019043
	Iteration 19Q: 3 clusters Score -179749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -179751.984375 Penalty: 2511.019043
	Iteration 20F: 3 clusters Score -179752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -179753.609375 Penalty: 2511.019043
	Iteration 21Q: 3 clusters Score -179753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -179755.359375 Penalty: 2511.019043
	Iteration 22Q: 3 clusters Score -179755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -179756.296875 Penalty: 2511.019043
	Iteration 23Q: 3 clusters Score -179756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -179758.781250 Penalty: 2511.019043
	Iteration 24Q: 3 clusters Score -179758.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -179762.359375 Penalty: 2511.019043
	Iteration 25Q: 3 clusters Score -179762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -179765.453125 Penalty: 2511.019043
	Iteration 26Q: 3 clusters Score -179765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -179767.140625 Penalty: 2511.019043
	Iteration 27Q: 3 clusters Score -179767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -179768.515625 Penalty: 2511.019043
	Iteration 28Q: 3 clusters Score -179768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -179769.656250 Penalty: 2511.019043
	Iteration 29Q: 3 clusters Score -179769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -179771.937500 Penalty: 2511.019043
	Iteration 30Q: 3 clusters Score -179771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -179776.109375 Penalty: 2511.019043
	Iteration 31Q: 3 clusters Score -179776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -179779.609375 Penalty: 2511.019043
	Iteration 32Q: 3 clusters Score -179779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -179780.781250 Penalty: 2511.019043
	Iteration 33Q: 3 clusters Score -179780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -179782.859375 Penalty: 2511.019043
	Iteration 34Q: 3 clusters Score -179782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -179785.656250 Penalty: 2511.019043
	Iteration 35Q: 3 clusters Score -179785.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -179787.609375 Penalty: 2511.019043
	Iteration 36Q: 3 clusters Score -179787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -179789.953125 Penalty: 2511.019043
	Iteration 37Q: 3 clusters Score -179790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -179791.093750 Penalty: 2511.019043
	Iteration 38Q: 3 clusters Score -179791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -179791.640625 Penalty: 2511.019043
	Iteration 39Q: 3 clusters Score -179791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -179791.640625 Penalty: 2511.019043
	Iteration 40F: 3 clusters Score -179791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -323321.000000 Penalty: 1324.122437
	Iteration 0F: 2 clusters Score -323321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -320324.125000 Penalty: 2648.244873
	Iteration 0F: 3 clusters Score -320324.1 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -321068.656250 Penalty: 2648.244873
	Iteration 1F: 3 clusters Score -321068.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -321201.937500 Penalty: 2648.244873
	Iteration 2F: 3 clusters Score -321201.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -321304.843750 Penalty: 2648.244873
	Iteration 3F: 3 clusters Score -321304.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321384.906250 Penalty: 2648.244873
	Iteration 4Q: 3 clusters Score -321384.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -321439.687500 Penalty: 2648.244873
	Iteration 5Q: 3 clusters Score -321439.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -321504.468750 Penalty: 2648.244873
	Iteration 6Q: 3 clusters Score -321504.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -321577.000000 Penalty: 2648.244873
	Iteration 7Q: 3 clusters Score -321577 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -321664.968750 Penalty: 2648.244873
	Iteration 8Q: 3 clusters Score -321665 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -321751.906250 Penalty: 2648.244873
	Iteration 9Q: 3 clusters Score -321751.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -321824.562500 Penalty: 2648.244873
	Iteration 10Q: 3 clusters Score -321824.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -321892.562500 Penalty: 2648.244873
	Iteration 11Q: 3 clusters Score -321892.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -321950.750000 Penalty: 2648.244873
	Iteration 12Q: 3 clusters Score -321950.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -322000.406250 Penalty: 2648.244873
	Iteration 13Q: 3 clusters Score -322000.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -322039.531250 Penalty: 2648.244873
	Iteration 14Q: 3 clusters Score -322039.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -322081.187500 Penalty: 2648.244873
	Iteration 15Q: 3 clusters Score -322081.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -322115.093750 Penalty: 2648.244873
	Iteration 16Q: 3 clusters Score -322115.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -322142.250000 Penalty: 2648.244873
	Iteration 17Q: 3 clusters Score -322142.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322156.437500 Penalty: 2648.244873
	Iteration 18Q: 3 clusters Score -322156.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -322171.375000 Penalty: 2648.244873
	Iteration 19Q: 3 clusters Score -322171.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -322186.062500 Penalty: 2648.244873
	Iteration 20F: 3 clusters Score -322186.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -322199.812500 Penalty: 2648.244873
	Iteration 21Q: 3 clusters Score -322199.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -322216.218750 Penalty: 2648.244873
	Iteration 22Q: 3 clusters Score -322216.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -322230.562500 Penalty: 2648.244873
	Iteration 23Q: 3 clusters Score -322230.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -322239.125000 Penalty: 2648.244873
	Iteration 24Q: 3 clusters Score -322239.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -322242.187500 Penalty: 2648.244873
	Iteration 25Q: 3 clusters Score -322242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -322243.750000 Penalty: 2648.244873
	Iteration 26Q: 3 clusters Score -322243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -322245.281250 Penalty: 2648.244873
	Iteration 27Q: 3 clusters Score -322245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -322245.843750 Penalty: 2648.244873
	Iteration 28Q: 3 clusters Score -322245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -322247.187500 Penalty: 2648.244873
	Iteration 29Q: 3 clusters Score -322247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -322248.093750 Penalty: 2648.244873
	Iteration 30Q: 3 clusters Score -322248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -322250.500000 Penalty: 2648.244873
	Iteration 31Q: 3 clusters Score -322250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -322251.812500 Penalty: 2648.244873
	Iteration 32Q: 3 clusters Score -322251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -322253.218750 Penalty: 2648.244873
	Iteration 33Q: 3 clusters Score -322253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -322254.531250 Penalty: 2648.244873
	Iteration 34Q: 3 clusters Score -322254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -322256.156250 Penalty: 2648.244873
	Iteration 35Q: 3 clusters Score -322256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -322257.000000 Penalty: 2648.244873
	Iteration 36Q: 3 clusters Score -322257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -322258.312500 Penalty: 2648.244873
	Iteration 37Q: 3 clusters Score -322258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -322260.343750 Penalty: 2648.244873
	Iteration 38Q: 3 clusters Score -322260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -322263.062500 Penalty: 2648.244873
	Iteration 39Q: 3 clusters Score -322263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -322263.531250 Penalty: 2648.244873
	Iteration 40F: 3 clusters Score -322263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -322263.593750 Penalty: 2648.244873
	Iteration 41Q: 3 clusters Score -322263.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -322263.593750 Penalty: 2648.244873
	Iteration 42F: 3 clusters Score -322263.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -183842.765625 Penalty: 1237.885986
	Iteration 0F: 2 clusters Score -183842.8 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 1020 members 
Entering Unmasked Estep 
Score: -181765.687500 Penalty: 2475.771973
	Iteration 0F: 3 clusters Score -181765.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -182241.984375 Penalty: 2475.771973
	Iteration 1F: 3 clusters Score -182242 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -182372.375000 Penalty: 2475.771973
	Iteration 2F: 3 clusters Score -182372.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -182467.734375 Penalty: 2475.771973
	Iteration 3F: 3 clusters Score -182467.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -182546.796875 Penalty: 2475.771973
	Iteration 4Q: 3 clusters Score -182546.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -182620.828125 Penalty: 2475.771973
	Iteration 5Q: 3 clusters Score -182620.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -182715.328125 Penalty: 2475.771973
	Iteration 6Q: 3 clusters Score -182715.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -182816.343750 Penalty: 2475.771973
	Iteration 7Q: 3 clusters Score -182816.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -182911.593750 Penalty: 2475.771973
	Iteration 8Q: 3 clusters Score -182911.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -183016.375000 Penalty: 2475.771973
	Iteration 9Q: 3 clusters Score -183016.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -183137.390625 Penalty: 2475.771973
	Iteration 10Q: 3 clusters Score -183137.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -183231.046875 Penalty: 2475.771973
	Iteration 11Q: 3 clusters Score -183231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -183316.375000 Penalty: 2475.771973
	Iteration 12Q: 3 clusters Score -183316.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -183365.609375 Penalty: 2475.771973
	Iteration 13Q: 3 clusters Score -183365.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -183400.515625 Penalty: 2475.771973
	Iteration 14Q: 3 clusters Score -183400.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -183412.875000 Penalty: 2475.771973
	Iteration 15Q: 3 clusters Score -183412.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -183421.187500 Penalty: 2475.771973
	Iteration 16Q: 3 clusters Score -183421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -183425.718750 Penalty: 2475.771973
	Iteration 17Q: 3 clusters Score -183425.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -183432.359375 Penalty: 2475.771973
	Iteration 18Q: 3 clusters Score -183432.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -183438.828125 Penalty: 2475.771973
	Iteration 19Q: 3 clusters Score -183438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -183444.125000 Penalty: 2475.771973
	Iteration 20F: 3 clusters Score -183444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -183447.578125 Penalty: 2475.771973
	Iteration 21Q: 3 clusters Score -183447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -183450.984375 Penalty: 2475.771973
	Iteration 22Q: 3 clusters Score -183451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -183454.187500 Penalty: 2475.771973
	Iteration 23Q: 3 clusters Score -183454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -183455.765625 Penalty: 2475.771973
	Iteration 24Q: 3 clusters Score -183455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -183458.093750 Penalty: 2475.771973
	Iteration 25Q: 3 clusters Score -183458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -183458.796875 Penalty: 2475.771973
	Iteration 26Q: 3 clusters Score -183458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -183460.296875 Penalty: 2475.771973
	Iteration 27Q: 3 clusters Score -183460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -183460.859375 Penalty: 2475.771973
	Iteration 28Q: 3 clusters Score -183460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -183462.093750 Penalty: 2475.771973
	Iteration 29Q: 3 clusters Score -183462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -183463.750000 Penalty: 2475.771973
	Iteration 30Q: 3 clusters Score -183463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -183466.234375 Penalty: 2475.771973
	Iteration 31Q: 3 clusters Score -183466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -183468.281250 Penalty: 2475.771973
	Iteration 32Q: 3 clusters Score -183468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -183470.125000 Penalty: 2475.771973
	Iteration 33Q: 3 clusters Score -183470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -183471.281250 Penalty: 2475.771973
	Iteration 34Q: 3 clusters Score -183471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -183471.437500 Penalty: 2475.771973
	Iteration 35Q: 3 clusters Score -183471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -183471.437500 Penalty: 2475.771973
	Iteration 36F: 3 clusters Score -183471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -435717.437500 Penalty: 1378.960083
	Iteration 0F: 2 clusters Score -435717.4 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 2435 members 
Entering Unmasked Estep 
Score: -431874.343750 Penalty: 2757.920166
	Iteration 0F: 3 clusters Score -431874.3 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -432928.000000 Penalty: 2757.920166
	Iteration 1F: 3 clusters Score -432928 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -433106.093750 Penalty: 2757.920166
	Iteration 2F: 3 clusters Score -433106.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -433217.781250 Penalty: 2757.920166
	Iteration 3F: 3 clusters Score -433217.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -433287.843750 Penalty: 2757.920166
	Iteration 4Q: 3 clusters Score -433287.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -433335.500000 Penalty: 2757.920166
	Iteration 5Q: 3 clusters Score -433335.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -433370.625000 Penalty: 2757.920166
	Iteration 6Q: 3 clusters Score -433370.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -433419.468750 Penalty: 2757.920166
	Iteration 7Q: 3 clusters Score -433419.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -433474.156250 Penalty: 2757.920166
	Iteration 8Q: 3 clusters Score -433474.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -433540.875000 Penalty: 2757.920166
	Iteration 9Q: 3 clusters Score -433540.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -433615.937500 Penalty: 2757.920166
	Iteration 10Q: 3 clusters Score -433615.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -433704.250000 Penalty: 2757.920166
	Iteration 11Q: 3 clusters Score -433704.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -433797.187500 Penalty: 2757.920166
	Iteration 12Q: 3 clusters Score -433797.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -433883.281250 Penalty: 2757.920166
	Iteration 13Q: 3 clusters Score -433883.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -433972.187500 Penalty: 2757.920166
	Iteration 14Q: 3 clusters Score -433972.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -434065.875000 Penalty: 2757.920166
	Iteration 15Q: 3 clusters Score -434065.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -434137.156250 Penalty: 2757.920166
	Iteration 16Q: 3 clusters Score -434137.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -434184.062500 Penalty: 2757.920166
	Iteration 17Q: 3 clusters Score -434184.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -434220.281250 Penalty: 2757.920166
	Iteration 18Q: 3 clusters Score -434220.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -434256.031250 Penalty: 2757.920166
	Iteration 19Q: 3 clusters Score -434256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -434285.875000 Penalty: 2757.920166
	Iteration 20F: 3 clusters Score -434285.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -434309.906250 Penalty: 2757.920166
	Iteration 21Q: 3 clusters Score -434309.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -434328.000000 Penalty: 2757.920166
	Iteration 22Q: 3 clusters Score -434328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -434340.718750 Penalty: 2757.920166
	Iteration 23Q: 3 clusters Score -434340.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -434352.781250 Penalty: 2757.920166
	Iteration 24Q: 3 clusters Score -434352.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -434359.812500 Penalty: 2757.920166
	Iteration 25Q: 3 clusters Score -434359.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -434366.781250 Penalty: 2757.920166
	Iteration 26Q: 3 clusters Score -434366.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -434376.656250 Penalty: 2757.920166
	Iteration 27Q: 3 clusters Score -434376.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -434382.937500 Penalty: 2757.920166
	Iteration 28Q: 3 clusters Score -434382.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -434387.718750 Penalty: 2757.920166
	Iteration 29Q: 3 clusters Score -434387.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -434392.406250 Penalty: 2757.920166
	Iteration 30Q: 3 clusters Score -434392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -434397.687500 Penalty: 2757.920166
	Iteration 31Q: 3 clusters Score -434397.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -434400.031250 Penalty: 2757.920166
	Iteration 32Q: 3 clusters Score -434400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -434403.000000 Penalty: 2757.920166
	Iteration 33Q: 3 clusters Score -434403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -434406.625000 Penalty: 2757.920166
	Iteration 34Q: 3 clusters Score -434406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -434410.062500 Penalty: 2757.920166
	Iteration 35Q: 3 clusters Score -434410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -434414.000000 Penalty: 2757.920166
	Iteration 36Q: 3 clusters Score -434414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -434417.687500 Penalty: 2757.920166
	Iteration 37Q: 3 clusters Score -434417.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -434418.968750 Penalty: 2757.920166
	Iteration 38Q: 3 clusters Score -434419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -434421.031250 Penalty: 2757.920166
	Iteration 39Q: 3 clusters Score -434421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -434422.093750 Penalty: 2757.920166
	Iteration 40F: 3 clusters Score -434422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -434424.156250 Penalty: 2757.920166
	Iteration 41Q: 3 clusters Score -434424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -434424.718750 Penalty: 2757.920166
	Iteration 42Q: 3 clusters Score -434424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -434425.843750 Penalty: 2757.920166
	Iteration 43Q: 3 clusters Score -434425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -434425.906250 Penalty: 2757.920166
	Iteration 44Q: 3 clusters Score -434425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -434425.968750 Penalty: 2757.920166
	Iteration 45Q: 3 clusters Score -434426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -434425.968750 Penalty: 2757.920166
	Iteration 46F: 3 clusters Score -434426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -166750.015625 Penalty: 1224.312134
	Iteration 0F: 2 clusters Score -166750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -164784.859375 Penalty: 2448.624268
	Iteration 0F: 3 clusters Score -164784.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165296.875000 Penalty: 2448.624268
	Iteration 1F: 3 clusters Score -165296.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -165501.906250 Penalty: 2448.624268
	Iteration 2F: 3 clusters Score -165501.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -165665.140625 Penalty: 2448.624268
	Iteration 3F: 3 clusters Score -165665.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -165796.546875 Penalty: 2448.624268
	Iteration 4F: 3 clusters Score -165796.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -165909.421875 Penalty: 2448.624268
	Iteration 5Q: 3 clusters Score -165909.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165991.390625 Penalty: 2448.624268
	Iteration 6Q: 3 clusters Score -165991.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166028.234375 Penalty: 2448.624268
	Iteration 7Q: 3 clusters Score -166028.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -166047.875000 Penalty: 2448.624268
	Iteration 8Q: 3 clusters Score -166047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166057.968750 Penalty: 2448.624268
	Iteration 9Q: 3 clusters Score -166058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166063.421875 Penalty: 2448.624268
	Iteration 10Q: 3 clusters Score -166063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -166066.984375 Penalty: 2448.624268
	Iteration 11Q: 3 clusters Score -166067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -166068.765625 Penalty: 2448.624268
	Iteration 12Q: 3 clusters Score -166068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -166070.484375 Penalty: 2448.624268
	Iteration 13Q: 3 clusters Score -166070.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -166073.296875 Penalty: 2448.624268
	Iteration 14Q: 3 clusters Score -166073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -166074.515625 Penalty: 2448.624268
	Iteration 15Q: 3 clusters Score -166074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -166075.453125 Penalty: 2448.624268
	Iteration 16Q: 3 clusters Score -166075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166075.875000 Penalty: 2448.624268
	Iteration 17Q: 3 clusters Score -166075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -166077.046875 Penalty: 2448.624268
	Iteration 18Q: 3 clusters Score -166077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166078.234375 Penalty: 2448.624268
	Iteration 19Q: 3 clusters Score -166078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -166078.515625 Penalty: 2448.624268
	Iteration 20F: 3 clusters Score -166078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -166078.921875 Penalty: 2448.624268
	Iteration 21Q: 3 clusters Score -166078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -166079.375000 Penalty: 2448.624268
	Iteration 22Q: 3 clusters Score -166079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -166079.375000 Penalty: 2448.624268
	Iteration 23F: 3 clusters Score -166079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Entering Unmasked Estep 
Score: -3456233.250000 Penalty: 1700.898315
	Iteration 0F: 2 clusters Score -3456233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3433933.750000 Penalty: 3401.796631
	Iteration 0F: 3 clusters Score -3433934 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3442951.000000 Penalty: 3401.796631
	Iteration 1F: 3 clusters Score -3442951 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3443431.750000 Penalty: 3401.796631
	Iteration 2Q: 3 clusters Score -3443432 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3443951.500000 Penalty: 3401.796631
	Iteration 3Q: 3 clusters Score -3443952 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3444498.000000 Penalty: 3401.796631
	Iteration 4Q: 3 clusters Score -3444498 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3445120.250000 Penalty: 3401.796631
	Iteration 5Q: 3 clusters Score -3445120 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3445783.750000 Penalty: 3401.796631
	Iteration 6Q: 3 clusters Score -3445784 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3446504.500000 Penalty: 3401.796631
	Iteration 7Q: 3 clusters Score -3446504 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3447356.500000 Penalty: 3401.796631
	Iteration 8Q: 3 clusters Score -3447356 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3448374.250000 Penalty: 3401.796631
	Iteration 9F: 3 clusters Score -3448374 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3449596.000000 Penalty: 3401.796631
	Iteration 10Q: 3 clusters Score -3449596 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3450742.250000 Penalty: 3401.796631
	Iteration 11Q: 3 clusters Score -3450742 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3451438.250000 Penalty: 3401.796631
	Iteration 12Q: 3 clusters Score -3451438 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3451845.250000 Penalty: 3401.796631
	Iteration 13Q: 3 clusters Score -3451845 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3452125.000000 Penalty: 3401.796631
	Iteration 14Q: 3 clusters Score -3452125 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3452338.250000 Penalty: 3401.796631
	Iteration 15Q: 3 clusters Score -3452338 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3452537.000000 Penalty: 3401.796631
	Iteration 16Q: 3 clusters Score -3452537 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3452701.500000 Penalty: 3401.796631
	Iteration 17Q: 3 clusters Score -3452702 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3452866.750000 Penalty: 3401.796631
	Iteration 18Q: 3 clusters Score -3452867 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3453028.250000 Penalty: 3401.796631
	Iteration 19Q: 3 clusters Score -3453028 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3453174.500000 Penalty: 3401.796631
	Iteration 20F: 3 clusters Score -3453174 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3453293.000000 Penalty: 3401.796631
	Iteration 21Q: 3 clusters Score -3453293 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3453427.000000 Penalty: 3401.796631
	Iteration 22Q: 3 clusters Score -3453427 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3453540.250000 Penalty: 3401.796631
	Iteration 23Q: 3 clusters Score -3453540 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3453656.250000 Penalty: 3401.796631
	Iteration 24Q: 3 clusters Score -3453656 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3453773.000000 Penalty: 3401.796631
	Iteration 25Q: 3 clusters Score -3453773 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3453873.250000 Penalty: 3401.796631
	Iteration 26Q: 3 clusters Score -3453873 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3453958.000000 Penalty: 3401.796631
	Iteration 27Q: 3 clusters Score -3453958 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3454038.500000 Penalty: 3401.796631
	Iteration 28Q: 3 clusters Score -3454038 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3454158.250000 Penalty: 3401.796631
	Iteration 29Q: 3 clusters Score -3454158 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3454266.250000 Penalty: 3401.796631
	Iteration 30Q: 3 clusters Score -3454266 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3454340.000000 Penalty: 3401.796631
	Iteration 31Q: 3 clusters Score -3454340 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3454411.000000 Penalty: 3401.796631
	Iteration 32Q: 3 clusters Score -3454411 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3454494.750000 Penalty: 3401.796631
	Iteration 33Q: 3 clusters Score -3454495 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3454566.750000 Penalty: 3401.796631
	Iteration 34Q: 3 clusters Score -3454567 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3454620.000000 Penalty: 3401.796631
	Iteration 35Q: 3 clusters Score -3454620 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3454674.750000 Penalty: 3401.796631
	Iteration 36Q: 3 clusters Score -3454675 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3454716.500000 Penalty: 3401.796631
	Iteration 37Q: 3 clusters Score -3454716 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -3454776.750000 Penalty: 3401.796631
	Iteration 38Q: 3 clusters Score -3454777 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3454799.750000 Penalty: 3401.796631
	Iteration 39Q: 3 clusters Score -3454800 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3454830.750000 Penalty: 3401.796631
	Iteration 40F: 3 clusters Score -3454831 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -3454843.750000 Penalty: 3401.796631
	Iteration 41Q: 3 clusters Score -3454844 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -3454887.250000 Penalty: 3401.796631
	Iteration 42Q: 3 clusters Score -3454887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -3454908.750000 Penalty: 3401.796631
	Iteration 43Q: 3 clusters Score -3454909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -3454924.750000 Penalty: 3401.796631
	Iteration 44Q: 3 clusters Score -3454925 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3454947.500000 Penalty: 3401.796631
	Iteration 45Q: 3 clusters Score -3454948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3454980.500000 Penalty: 3401.796631
	Iteration 46Q: 3 clusters Score -3454980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3455007.750000 Penalty: 3401.796631
	Iteration 47Q: 3 clusters Score -3455008 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -3455038.000000 Penalty: 3401.796631
	Iteration 48Q: 3 clusters Score -3455038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3455067.500000 Penalty: 3401.796631
	Iteration 49Q: 3 clusters Score -3455068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -3455085.000000 Penalty: 3401.796631
	Iteration 50Q: 3 clusters Score -3455085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -3455092.500000 Penalty: 3401.796631
	Iteration 51Q: 3 clusters Score -3455092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -3455104.500000 Penalty: 3401.796631
	Iteration 52Q: 3 clusters Score -3455104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -3455123.500000 Penalty: 3401.796631
	Iteration 53Q: 3 clusters Score -3455124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3455146.250000 Penalty: 3401.796631
	Iteration 54Q: 3 clusters Score -3455146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3455155.250000 Penalty: 3401.796631
	Iteration 55Q: 3 clusters Score -3455155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -3455168.750000 Penalty: 3401.796631
	Iteration 56Q: 3 clusters Score -3455169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -3455172.000000 Penalty: 3401.796631
	Iteration 57Q: 3 clusters Score -3455172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3455176.750000 Penalty: 3401.796631
	Iteration 58Q: 3 clusters Score -3455177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -3455190.500000 Penalty: 3401.796631
	Iteration 59Q: 3 clusters Score -3455190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3455213.000000 Penalty: 3401.796631
	Iteration 60F: 3 clusters Score -3455213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -3455216.250000 Penalty: 3401.796631
	Iteration 61Q: 3 clusters Score -3455216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -3455220.000000 Penalty: 3401.796631
	Iteration 62Q: 3 clusters Score -3455220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -3455221.250000 Penalty: 3401.796631
	Iteration 63Q: 3 clusters Score -3455221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -3455234.250000 Penalty: 3401.796631
	Iteration 64Q: 3 clusters Score -3455234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -3455240.000000 Penalty: 3401.796631
	Iteration 65Q: 3 clusters Score -3455240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -3455248.750000 Penalty: 3401.796631
	Iteration 66Q: 3 clusters Score -3455249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -3455256.750000 Penalty: 3401.796631
	Iteration 67Q: 3 clusters Score -3455257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3455270.000000 Penalty: 3401.796631
	Iteration 68Q: 3 clusters Score -3455270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3455287.250000 Penalty: 3401.796631
	Iteration 69Q: 3 clusters Score -3455287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -3455301.000000 Penalty: 3401.796631
	Iteration 70Q: 3 clusters Score -3455301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3455306.500000 Penalty: 3401.796631
	Iteration 71Q: 3 clusters Score -3455306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3455313.500000 Penalty: 3401.796631
	Iteration 72Q: 3 clusters Score -3455314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -3455323.250000 Penalty: 3401.796631
	Iteration 73Q: 3 clusters Score -3455323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -3455331.000000 Penalty: 3401.796631
	Iteration 74Q: 3 clusters Score -3455331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -3455330.750000 Penalty: 3401.796631
	Iteration 75Q: 3 clusters Score -3455331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -3455329.750000 Penalty: 3401.796631
	Iteration 76Q: 3 clusters Score -3455330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -3455330.750000 Penalty: 3401.796631
	Iteration 77Q: 3 clusters Score -3455331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -3455329.750000 Penalty: 3401.796631
	Iteration 78Q: 3 clusters Score -3455330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -3455310.250000 Penalty: 3401.796631
	Iteration 79Q: 3 clusters Score -3455310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -3455309.000000 Penalty: 3401.796631
	Iteration 80F: 3 clusters Score -3455309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -3455307.500000 Penalty: 3401.796631
	Iteration 81Q: 3 clusters Score -3455308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -3455302.000000 Penalty: 3401.796631
	Iteration 82Q: 3 clusters Score -3455302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -3455296.500000 Penalty: 3401.796631
	Iteration 83Q: 3 clusters Score -3455296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -3455293.750000 Penalty: 3401.796631
	Iteration 84Q: 3 clusters Score -3455294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -3455292.000000 Penalty: 3401.796631
	Iteration 85Q: 3 clusters Score -3455292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -3455289.750000 Penalty: 3401.796631
	Iteration 86Q: 3 clusters Score -3455290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3455290.500000 Penalty: 3401.796631
	Iteration 87Q: 3 clusters Score -3455290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -3455299.250000 Penalty: 3401.796631
	Iteration 88Q: 3 clusters Score -3455299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -3455292.250000 Penalty: 3401.796631
	Iteration 89Q: 3 clusters Score -3455292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -3455292.250000 Penalty: 3401.796631
	Iteration 90Q: 3 clusters Score -3455292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -3455289.750000 Penalty: 3401.796631
	Iteration 91Q: 3 clusters Score -3455290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -3455279.500000 Penalty: 3401.796631
	Iteration 92Q: 3 clusters Score -3455280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -3455277.750000 Penalty: 3401.796631
	Iteration 93Q: 3 clusters Score -3455278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3455268.750000 Penalty: 3401.796631
	Iteration 94Q: 3 clusters Score -3455269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -3455272.000000 Penalty: 3401.796631
	Iteration 95Q: 3 clusters Score -3455272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3455263.500000 Penalty: 3401.796631
	Iteration 96Q: 3 clusters Score -3455264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -3455262.000000 Penalty: 3401.796631
	Iteration 97Q: 3 clusters Score -3455262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -3455252.250000 Penalty: 3401.796631
	Iteration 98Q: 3 clusters Score -3455252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -3455254.250000 Penalty: 3401.796631
	Iteration 99Q: 3 clusters Score -3455254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3455256.500000 Penalty: 3401.796631
	Iteration 100F: 3 clusters Score -3455256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -3455256.750000 Penalty: 3401.796631
	Iteration 101Q: 3 clusters Score -3455257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -3455254.500000 Penalty: 3401.796631
	Iteration 102Q: 3 clusters Score -3455254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3455249.000000 Penalty: 3401.796631
	Iteration 103Q: 3 clusters Score -3455249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -3455252.750000 Penalty: 3401.796631
	Iteration 104Q: 3 clusters Score -3455253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -3455248.500000 Penalty: 3401.796631
	Iteration 105Q: 3 clusters Score -3455248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -3455248.500000 Penalty: 3401.796631
	Iteration 106F: 3 clusters Score -3455248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -540629.125000 Penalty: 1405.905151
	Iteration 0F: 2 clusters Score -540629.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -536163.000000 Penalty: 2811.810303
	Iteration 0F: 3 clusters Score -536163 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -537464.000000 Penalty: 2811.810303
	Iteration 1F: 3 clusters Score -537464 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -537628.937500 Penalty: 2811.810303
	Iteration 2F: 3 clusters Score -537628.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -537737.125000 Penalty: 2811.810303
	Iteration 3Q: 3 clusters Score -537737.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -537814.000000 Penalty: 2811.810303
	Iteration 4Q: 3 clusters Score -537814 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -537902.625000 Penalty: 2811.810303
	Iteration 5Q: 3 clusters Score -537902.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -537993.562500 Penalty: 2811.810303
	Iteration 6Q: 3 clusters Score -537993.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -538090.875000 Penalty: 2811.810303
	Iteration 7Q: 3 clusters Score -538090.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -538201.437500 Penalty: 2811.810303
	Iteration 8Q: 3 clusters Score -538201.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -538308.000000 Penalty: 2811.810303
	Iteration 9Q: 3 clusters Score -538308 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -538412.812500 Penalty: 2811.810303
	Iteration 10Q: 3 clusters Score -538412.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -538532.187500 Penalty: 2811.810303
	Iteration 11Q: 3 clusters Score -538532.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -538648.500000 Penalty: 2811.810303
	Iteration 12Q: 3 clusters Score -538648.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -538778.500000 Penalty: 2811.810303
	Iteration 13Q: 3 clusters Score -538778.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -538920.375000 Penalty: 2811.810303
	Iteration 14Q: 3 clusters Score -538920.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -539052.937500 Penalty: 2811.810303
	Iteration 15Q: 3 clusters Score -539052.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -539161.062500 Penalty: 2811.810303
	Iteration 16Q: 3 clusters Score -539161.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -539219.687500 Penalty: 2811.810303
	Iteration 17Q: 3 clusters Score -539219.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -539253.250000 Penalty: 2811.810303
	Iteration 18Q: 3 clusters Score -539253.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -539278.375000 Penalty: 2811.810303
	Iteration 19Q: 3 clusters Score -539278.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -539301.812500 Penalty: 2811.810303
	Iteration 20F: 3 clusters Score -539301.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -539321.875000 Penalty: 2811.810303
	Iteration 21Q: 3 clusters Score -539321.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -539341.312500 Penalty: 2811.810303
	Iteration 22Q: 3 clusters Score -539341.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -539357.312500 Penalty: 2811.810303
	Iteration 23Q: 3 clusters Score -539357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -539366.375000 Penalty: 2811.810303
	Iteration 24Q: 3 clusters Score -539366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -539377.812500 Penalty: 2811.810303
	Iteration 25Q: 3 clusters Score -539377.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -539383.375000 Penalty: 2811.810303
	Iteration 26Q: 3 clusters Score -539383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -539389.562500 Penalty: 2811.810303
	Iteration 27Q: 3 clusters Score -539389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -539392.562500 Penalty: 2811.810303
	Iteration 28Q: 3 clusters Score -539392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -539395.000000 Penalty: 2811.810303
	Iteration 29Q: 3 clusters Score -539395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -539400.312500 Penalty: 2811.810303
	Iteration 30Q: 3 clusters Score -539400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -539401.437500 Penalty: 2811.810303
	Iteration 31Q: 3 clusters Score -539401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -539401.312500 Penalty: 2811.810303
	Iteration 32Q: 3 clusters Score -539401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -539401.312500 Penalty: 2811.810303
	Iteration 33F: 3 clusters Score -539401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -228925.203125 Penalty: 1271.537476
	Iteration 0F: 2 clusters Score -228925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -226537.500000 Penalty: 2543.074951
	Iteration 0F: 3 clusters Score -226537.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -227109.734375 Penalty: 2543.074951
	Iteration 1F: 3 clusters Score -227109.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -227270.781250 Penalty: 2543.074951
	Iteration 2F: 3 clusters Score -227270.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -227356.953125 Penalty: 2543.074951
	Iteration 3F: 3 clusters Score -227357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -227413.843750 Penalty: 2543.074951
	Iteration 4Q: 3 clusters Score -227413.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227450.156250 Penalty: 2543.074951
	Iteration 5Q: 3 clusters Score -227450.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -227469.359375 Penalty: 2543.074951
	Iteration 6Q: 3 clusters Score -227469.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -227482.890625 Penalty: 2543.074951
	Iteration 7Q: 3 clusters Score -227482.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -227492.765625 Penalty: 2543.074951
	Iteration 8Q: 3 clusters Score -227492.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -227501.281250 Penalty: 2543.074951
	Iteration 9Q: 3 clusters Score -227501.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -227510.562500 Penalty: 2543.074951
	Iteration 10Q: 3 clusters Score -227510.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -227517.375000 Penalty: 2543.074951
	Iteration 11Q: 3 clusters Score -227517.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -227525.984375 Penalty: 2543.074951
	Iteration 12Q: 3 clusters Score -227526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -227529.656250 Penalty: 2543.074951
	Iteration 13Q: 3 clusters Score -227529.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -227534.812500 Penalty: 2543.074951
	Iteration 14Q: 3 clusters Score -227534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -227536.921875 Penalty: 2543.074951
	Iteration 15Q: 3 clusters Score -227536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -227539.765625 Penalty: 2543.074951
	Iteration 16Q: 3 clusters Score -227539.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -227545.078125 Penalty: 2543.074951
	Iteration 17Q: 3 clusters Score -227545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -227549.140625 Penalty: 2543.074951
	Iteration 18Q: 3 clusters Score -227549.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227556.218750 Penalty: 2543.074951
	Iteration 19Q: 3 clusters Score -227556.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -227566.109375 Penalty: 2543.074951
	Iteration 20F: 3 clusters Score -227566.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -227576.906250 Penalty: 2543.074951
	Iteration 21Q: 3 clusters Score -227576.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227587.296875 Penalty: 2543.074951
	Iteration 22Q: 3 clusters Score -227587.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -227596.296875 Penalty: 2543.074951
	Iteration 23Q: 3 clusters Score -227596.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -227601.156250 Penalty: 2543.074951
	Iteration 24Q: 3 clusters Score -227601.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -227607.312500 Penalty: 2543.074951
	Iteration 25Q: 3 clusters Score -227607.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -227610.781250 Penalty: 2543.074951
	Iteration 26Q: 3 clusters Score -227610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -227613.578125 Penalty: 2543.074951
	Iteration 27Q: 3 clusters Score -227613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -227616.265625 Penalty: 2543.074951
	Iteration 28Q: 3 clusters Score -227616.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -227617.593750 Penalty: 2543.074951
	Iteration 29Q: 3 clusters Score -227617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -227620.546875 Penalty: 2543.074951
	Iteration 30Q: 3 clusters Score -227620.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -227623.546875 Penalty: 2543.074951
	Iteration 31Q: 3 clusters Score -227623.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -227626.250000 Penalty: 2543.074951
	Iteration 32Q: 3 clusters Score -227626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -227630.468750 Penalty: 2543.074951
	Iteration 33Q: 3 clusters Score -227630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -227635.578125 Penalty: 2543.074951
	Iteration 34Q: 3 clusters Score -227635.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -227644.578125 Penalty: 2543.074951
	Iteration 35Q: 3 clusters Score -227644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227649.265625 Penalty: 2543.074951
	Iteration 36Q: 3 clusters Score -227649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227653.015625 Penalty: 2543.074951
	Iteration 37Q: 3 clusters Score -227653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227654.562500 Penalty: 2543.074951
	Iteration 38Q: 3 clusters Score -227654.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -227657.265625 Penalty: 2543.074951
	Iteration 39Q: 3 clusters Score -227657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227658.796875 Penalty: 2543.074951
	Iteration 40F: 3 clusters Score -227658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -227660.125000 Penalty: 2543.074951
	Iteration 41Q: 3 clusters Score -227660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -227661.031250 Penalty: 2543.074951
	Iteration 42Q: 3 clusters Score -227661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227662.171875 Penalty: 2543.074951
	Iteration 43Q: 3 clusters Score -227662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227662.640625 Penalty: 2543.074951
	Iteration 44Q: 3 clusters Score -227662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227662.875000 Penalty: 2543.074951
	Iteration 45Q: 3 clusters Score -227662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227662.875000 Penalty: 2543.074951
	Iteration 46F: 3 clusters Score -227662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -553945.250000 Penalty: 1415.073486
	Iteration 0F: 2 clusters Score -553945.2 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 3034 members 
Entering Unmasked Estep 
Score: -549269.250000 Penalty: 2830.146973
	Iteration 0F: 3 clusters Score -549269.2 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -550632.812500 Penalty: 2830.146973
	Iteration 1F: 3 clusters Score -550632.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -550850.375000 Penalty: 2830.146973
	Iteration 2F: 3 clusters Score -550850.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -551050.875000 Penalty: 2830.146973
	Iteration 3F: 3 clusters Score -551050.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -551268.937500 Penalty: 2830.146973
	Iteration 4F: 3 clusters Score -551268.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -551546.875000 Penalty: 2830.146973
	Iteration 5F: 3 clusters Score -551546.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -551842.750000 Penalty: 2830.146973
	Iteration 6F: 3 clusters Score -551842.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -552113.562500 Penalty: 2830.146973
	Iteration 7F: 3 clusters Score -552113.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -552326.937500 Penalty: 2830.146973
	Iteration 8Q: 3 clusters Score -552326.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -552486.875000 Penalty: 2830.146973
	Iteration 9Q: 3 clusters Score -552486.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -552634.312500 Penalty: 2830.146973
	Iteration 10Q: 3 clusters Score -552634.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -552729.250000 Penalty: 2830.146973
	Iteration 11Q: 3 clusters Score -552729.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -552796.562500 Penalty: 2830.146973
	Iteration 12Q: 3 clusters Score -552796.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -552852.875000 Penalty: 2830.146973
	Iteration 13Q: 3 clusters Score -552852.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -552904.500000 Penalty: 2830.146973
	Iteration 14Q: 3 clusters Score -552904.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -552945.875000 Penalty: 2830.146973
	Iteration 15Q: 3 clusters Score -552945.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -552977.750000 Penalty: 2830.146973
	Iteration 16Q: 3 clusters Score -552977.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -553003.250000 Penalty: 2830.146973
	Iteration 17Q: 3 clusters Score -553003.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -553019.937500 Penalty: 2830.146973
	Iteration 18Q: 3 clusters Score -553019.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -553034.875000 Penalty: 2830.146973
	Iteration 19Q: 3 clusters Score -553034.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -553053.875000 Penalty: 2830.146973
	Iteration 20F: 3 clusters Score -553053.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -553075.500000 Penalty: 2830.146973
	Iteration 21Q: 3 clusters Score -553075.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -553097.937500 Penalty: 2830.146973
	Iteration 22Q: 3 clusters Score -553097.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -553119.250000 Penalty: 2830.146973
	Iteration 23Q: 3 clusters Score -553119.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -553136.687500 Penalty: 2830.146973
	Iteration 24Q: 3 clusters Score -553136.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -553150.687500 Penalty: 2830.146973
	Iteration 25Q: 3 clusters Score -553150.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -553162.125000 Penalty: 2830.146973
	Iteration 26Q: 3 clusters Score -553162.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -553173.875000 Penalty: 2830.146973
	Iteration 27Q: 3 clusters Score -553173.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -553184.750000 Penalty: 2830.146973
	Iteration 28Q: 3 clusters Score -553184.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -553189.437500 Penalty: 2830.146973
	Iteration 29Q: 3 clusters Score -553189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -553195.125000 Penalty: 2830.146973
	Iteration 30Q: 3 clusters Score -553195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -553197.250000 Penalty: 2830.146973
	Iteration 31Q: 3 clusters Score -553197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -553200.812500 Penalty: 2830.146973
	Iteration 32Q: 3 clusters Score -553200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -553201.875000 Penalty: 2830.146973
	Iteration 33Q: 3 clusters Score -553201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -553202.125000 Penalty: 2830.146973
	Iteration 34Q: 3 clusters Score -553202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -553203.437500 Penalty: 2830.146973
	Iteration 35Q: 3 clusters Score -553203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -553204.750000 Penalty: 2830.146973
	Iteration 36Q: 3 clusters Score -553204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -553205.500000 Penalty: 2830.146973
	Iteration 37Q: 3 clusters Score -553205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -553206.625000 Penalty: 2830.146973
	Iteration 38Q: 3 clusters Score -553206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -553207.937500 Penalty: 2830.146973
	Iteration 39Q: 3 clusters Score -553207.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -553208.437500 Penalty: 2830.146973
	Iteration 40F: 3 clusters Score -553208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -553209.875000 Penalty: 2830.146973
	Iteration 41Q: 3 clusters Score -553209.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -553210.687500 Penalty: 2830.146973
	Iteration 42Q: 3 clusters Score -553210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -553212.000000 Penalty: 2830.146973
	Iteration 43Q: 3 clusters Score -553212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -553212.375000 Penalty: 2830.146973
	Iteration 44Q: 3 clusters Score -553212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -553212.375000 Penalty: 2830.146973
	Iteration 45F: 3 clusters Score -553212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Entering Unmasked Estep 
Score: -670828.250000 Penalty: 1442.029541
	Iteration 0F: 2 clusters Score -670828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -665480.937500 Penalty: 2884.059082
	Iteration 0F: 3 clusters Score -665480.9 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -667064.312500 Penalty: 2884.059082
	Iteration 1F: 3 clusters Score -667064.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -667265.437500 Penalty: 2884.059082
	Iteration 2F: 3 clusters Score -667265.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -667419.875000 Penalty: 2884.059082
	Iteration 3Q: 3 clusters Score -667419.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -667537.062500 Penalty: 2884.059082
	Iteration 4Q: 3 clusters Score -667537.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -667651.687500 Penalty: 2884.059082
	Iteration 5Q: 3 clusters Score -667651.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -667767.937500 Penalty: 2884.059082
	Iteration 6Q: 3 clusters Score -667767.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -667893.500000 Penalty: 2884.059082
	Iteration 7Q: 3 clusters Score -667893.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -668040.375000 Penalty: 2884.059082
	Iteration 8Q: 3 clusters Score -668040.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -668214.000000 Penalty: 2884.059082
	Iteration 9Q: 3 clusters Score -668214 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -668403.500000 Penalty: 2884.059082
	Iteration 10Q: 3 clusters Score -668403.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -668607.125000 Penalty: 2884.059082
	Iteration 11Q: 3 clusters Score -668607.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -668809.750000 Penalty: 2884.059082
	Iteration 12Q: 3 clusters Score -668809.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -669001.937500 Penalty: 2884.059082
	Iteration 13Q: 3 clusters Score -669001.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -669146.750000 Penalty: 2884.059082
	Iteration 14Q: 3 clusters Score -669146.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -669246.562500 Penalty: 2884.059082
	Iteration 15Q: 3 clusters Score -669246.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -669304.625000 Penalty: 2884.059082
	Iteration 16Q: 3 clusters Score -669304.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -669340.312500 Penalty: 2884.059082
	Iteration 17Q: 3 clusters Score -669340.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -669377.625000 Penalty: 2884.059082
	Iteration 18Q: 3 clusters Score -669377.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -669403.000000 Penalty: 2884.059082
	Iteration 19Q: 3 clusters Score -669403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -669422.125000 Penalty: 2884.059082
	Iteration 20F: 3 clusters Score -669422.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -669432.875000 Penalty: 2884.059082
	Iteration 21Q: 3 clusters Score -669432.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -669440.312500 Penalty: 2884.059082
	Iteration 22Q: 3 clusters Score -669440.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -669445.937500 Penalty: 2884.059082
	Iteration 23Q: 3 clusters Score -669445.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -669455.875000 Penalty: 2884.059082
	Iteration 24Q: 3 clusters Score -669455.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -669459.937500 Penalty: 2884.059082
	Iteration 25Q: 3 clusters Score -669459.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -669468.625000 Penalty: 2884.059082
	Iteration 26Q: 3 clusters Score -669468.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -669474.312500 Penalty: 2884.059082
	Iteration 27Q: 3 clusters Score -669474.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -669478.812500 Penalty: 2884.059082
	Iteration 28Q: 3 clusters Score -669478.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -669485.437500 Penalty: 2884.059082
	Iteration 29Q: 3 clusters Score -669485.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -669492.062500 Penalty: 2884.059082
	Iteration 30Q: 3 clusters Score -669492.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -669499.062500 Penalty: 2884.059082
	Iteration 31Q: 3 clusters Score -669499.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -669503.125000 Penalty: 2884.059082
	Iteration 32Q: 3 clusters Score -669503.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -669512.000000 Penalty: 2884.059082
	Iteration 33Q: 3 clusters Score -669512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -669521.062500 Penalty: 2884.059082
	Iteration 34Q: 3 clusters Score -669521.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -669531.375000 Penalty: 2884.059082
	Iteration 35Q: 3 clusters Score -669531.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -669536.687500 Penalty: 2884.059082
	Iteration 36Q: 3 clusters Score -669536.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -669541.062500 Penalty: 2884.059082
	Iteration 37Q: 3 clusters Score -669541.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -669544.062500 Penalty: 2884.059082
	Iteration 38Q: 3 clusters Score -669544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -669546.312500 Penalty: 2884.059082
	Iteration 39Q: 3 clusters Score -669546.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -669547.437500 Penalty: 2884.059082
	Iteration 40F: 3 clusters Score -669547.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -669550.250000 Penalty: 2884.059082
	Iteration 41Q: 3 clusters Score -669550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -669554.437500 Penalty: 2884.059082
	Iteration 42Q: 3 clusters Score -669554.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -669561.312500 Penalty: 2884.059082
	Iteration 43Q: 3 clusters Score -669561.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -669566.937500 Penalty: 2884.059082
	Iteration 44Q: 3 clusters Score -669566.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -669570.125000 Penalty: 2884.059082
	Iteration 45Q: 3 clusters Score -669570.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -669574.250000 Penalty: 2884.059082
	Iteration 46Q: 3 clusters Score -669574.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -669577.000000 Penalty: 2884.059082
	Iteration 47Q: 3 clusters Score -669577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -669578.125000 Penalty: 2884.059082
	Iteration 48Q: 3 clusters Score -669578.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -669582.562500 Penalty: 2884.059082
	Iteration 49Q: 3 clusters Score -669582.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -669589.562500 Penalty: 2884.059082
	Iteration 50Q: 3 clusters Score -669589.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -669599.750000 Penalty: 2884.059082
	Iteration 51Q: 3 clusters Score -669599.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -669610.875000 Penalty: 2884.059082
	Iteration 52Q: 3 clusters Score -669610.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -669621.375000 Penalty: 2884.059082
	Iteration 53Q: 3 clusters Score -669621.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -669628.750000 Penalty: 2884.059082
	Iteration 54Q: 3 clusters Score -669628.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -669640.812500 Penalty: 2884.059082
	Iteration 55Q: 3 clusters Score -669640.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -669652.375000 Penalty: 2884.059082
	Iteration 56Q: 3 clusters Score -669652.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -669664.687500 Penalty: 2884.059082
	Iteration 57Q: 3 clusters Score -669664.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -669680.375000 Penalty: 2884.059082
	Iteration 58Q: 3 clusters Score -669680.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -669698.187500 Penalty: 2884.059082
	Iteration 59Q: 3 clusters Score -669698.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -669711.875000 Penalty: 2884.059082
	Iteration 60F: 3 clusters Score -669711.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -669725.375000 Penalty: 2884.059082
	Iteration 61Q: 3 clusters Score -669725.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -669735.125000 Penalty: 2884.059082
	Iteration 62Q: 3 clusters Score -669735.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -669741.687500 Penalty: 2884.059082
	Iteration 63Q: 3 clusters Score -669741.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -669746.250000 Penalty: 2884.059082
	Iteration 64Q: 3 clusters Score -669746.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -669752.437500 Penalty: 2884.059082
	Iteration 65Q: 3 clusters Score -669752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -669754.562500 Penalty: 2884.059082
	Iteration 66Q: 3 clusters Score -669754.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -669761.500000 Penalty: 2884.059082
	Iteration 67Q: 3 clusters Score -669761.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -669768.062500 Penalty: 2884.059082
	Iteration 68Q: 3 clusters Score -669768.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -669776.000000 Penalty: 2884.059082
	Iteration 69Q: 3 clusters Score -669776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -669786.500000 Penalty: 2884.059082
	Iteration 70Q: 3 clusters Score -669786.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -669797.187500 Penalty: 2884.059082
	Iteration 71Q: 3 clusters Score -669797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -669808.875000 Penalty: 2884.059082
	Iteration 72Q: 3 clusters Score -669808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -669812.875000 Penalty: 2884.059082
	Iteration 73Q: 3 clusters Score -669812.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -669819.125000 Penalty: 2884.059082
	Iteration 74Q: 3 clusters Score -669819.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -669822.062500 Penalty: 2884.059082
	Iteration 75Q: 3 clusters Score -669822.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -669825.812500 Penalty: 2884.059082
	Iteration 76Q: 3 clusters Score -669825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -669833.437500 Penalty: 2884.059082
	Iteration 77Q: 3 clusters Score -669833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -669839.062500 Penalty: 2884.059082
	Iteration 78Q: 3 clusters Score -669839.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -669843.187500 Penalty: 2884.059082
	Iteration 79Q: 3 clusters Score -669843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -669845.812500 Penalty: 2884.059082
	Iteration 80F: 3 clusters Score -669845.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -669852.250000 Penalty: 2884.059082
	Iteration 81Q: 3 clusters Score -669852.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -669858.437500 Penalty: 2884.059082
	Iteration 82Q: 3 clusters Score -669858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -669864.437500 Penalty: 2884.059082
	Iteration 83Q: 3 clusters Score -669864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -669866.812500 Penalty: 2884.059082
	Iteration 84Q: 3 clusters Score -669866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -669868.375000 Penalty: 2884.059082
	Iteration 85Q: 3 clusters Score -669868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -669874.375000 Penalty: 2884.059082
	Iteration 86Q: 3 clusters Score -669874.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -669878.500000 Penalty: 2884.059082
	Iteration 87Q: 3 clusters Score -669878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -669883.750000 Penalty: 2884.059082
	Iteration 88Q: 3 clusters Score -669883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -669887.875000 Penalty: 2884.059082
	Iteration 89Q: 3 clusters Score -669887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -669888.500000 Penalty: 2884.059082
	Iteration 90Q: 3 clusters Score -669888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -669888.937500 Penalty: 2884.059082
	Iteration 91Q: 3 clusters Score -669888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -669888.750000 Penalty: 2884.059082
	Iteration 92Q: 3 clusters Score -669888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -669890.250000 Penalty: 2884.059082
	Iteration 93Q: 3 clusters Score -669890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -669890.250000 Penalty: 2884.059082
	Iteration 94Q: 3 clusters Score -669890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -669889.687500 Penalty: 2884.059082
	Iteration 95Q: 3 clusters Score -669889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -669891.750000 Penalty: 2884.059082
	Iteration 96Q: 3 clusters Score -669891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -669895.062500 Penalty: 2884.059082
	Iteration 97Q: 3 clusters Score -669895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -669897.062500 Penalty: 2884.059082
	Iteration 98Q: 3 clusters Score -669897.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -669897.937500 Penalty: 2884.059082
	Iteration 99Q: 3 clusters Score -669897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -669899.062500 Penalty: 2884.059082
	Iteration 100F: 3 clusters Score -669899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -669900.875000 Penalty: 2884.059082
	Iteration 101Q: 3 clusters Score -669900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -669905.437500 Penalty: 2884.059082
	Iteration 102Q: 3 clusters Score -669905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -669909.875000 Penalty: 2884.059082
	Iteration 103Q: 3 clusters Score -669909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -669913.125000 Penalty: 2884.059082
	Iteration 104Q: 3 clusters Score -669913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -669915.187500 Penalty: 2884.059082
	Iteration 105Q: 3 clusters Score -669915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -669916.312500 Penalty: 2884.059082
	Iteration 106Q: 3 clusters Score -669916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -669920.562500 Penalty: 2884.059082
	Iteration 107Q: 3 clusters Score -669920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -669923.062500 Penalty: 2884.059082
	Iteration 108Q: 3 clusters Score -669923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -669926.437500 Penalty: 2884.059082
	Iteration 109Q: 3 clusters Score -669926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -669927.312500 Penalty: 2884.059082
	Iteration 110Q: 3 clusters Score -669927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -669927.812500 Penalty: 2884.059082
	Iteration 111Q: 3 clusters Score -669927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -669928.750000 Penalty: 2884.059082
	Iteration 112Q: 3 clusters Score -669928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -669928.312500 Penalty: 2884.059082
	Iteration 113Q: 3 clusters Score -669928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -669928.312500 Penalty: 2884.059082
	Iteration 114F: 3 clusters Score -669928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Entering Unmasked Estep 
Score: -2236167.750000 Penalty: 1630.879517
	Iteration 0F: 2 clusters Score -2236168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2221109.500000 Penalty: 3261.759033
	Iteration 0F: 3 clusters Score -2221110 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2226741.000000 Penalty: 3261.759033
	Iteration 1F: 3 clusters Score -2226741 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2227043.750000 Penalty: 3261.759033
	Iteration 2Q: 3 clusters Score -2227044 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2227313.750000 Penalty: 3261.759033
	Iteration 3Q: 3 clusters Score -2227314 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2227574.000000 Penalty: 3261.759033
	Iteration 4Q: 3 clusters Score -2227574 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2227888.750000 Penalty: 3261.759033
	Iteration 5Q: 3 clusters Score -2227889 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2228250.500000 Penalty: 3261.759033
	Iteration 6Q: 3 clusters Score -2228250 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2228767.250000 Penalty: 3261.759033
	Iteration 7Q: 3 clusters Score -2228767 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2229547.250000 Penalty: 3261.759033
	Iteration 8F: 3 clusters Score -2229547 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2230757.000000 Penalty: 3261.759033
	Iteration 9F: 3 clusters Score -2230757 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2232144.000000 Penalty: 3261.759033
	Iteration 10F: 3 clusters Score -2232144 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2233336.250000 Penalty: 3261.759033
	Iteration 11F: 3 clusters Score -2233336 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2234022.000000 Penalty: 3261.759033
	Iteration 12Q: 3 clusters Score -2234022 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2234390.750000 Penalty: 3261.759033
	Iteration 13Q: 3 clusters Score -2234391 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2234562.000000 Penalty: 3261.759033
	Iteration 14Q: 3 clusters Score -2234562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2234644.500000 Penalty: 3261.759033
	Iteration 15Q: 3 clusters Score -2234644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2234694.750000 Penalty: 3261.759033
	Iteration 16Q: 3 clusters Score -2234695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2234717.250000 Penalty: 3261.759033
	Iteration 17Q: 3 clusters Score -2234717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2234735.750000 Penalty: 3261.759033
	Iteration 18Q: 3 clusters Score -2234736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2234747.250000 Penalty: 3261.759033
	Iteration 19Q: 3 clusters Score -2234747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2234760.500000 Penalty: 3261.759033
	Iteration 20F: 3 clusters Score -2234760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2234766.750000 Penalty: 3261.759033
	Iteration 21Q: 3 clusters Score -2234767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2234776.500000 Penalty: 3261.759033
	Iteration 22Q: 3 clusters Score -2234776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2234783.000000 Penalty: 3261.759033
	Iteration 23Q: 3 clusters Score -2234783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2234787.750000 Penalty: 3261.759033
	Iteration 24Q: 3 clusters Score -2234788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2234787.750000 Penalty: 3261.759033
	Iteration 25F: 3 clusters Score -2234788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -291636.718750 Penalty: 1316.177490
	Iteration 0F: 2 clusters Score -291636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -288775.687500 Penalty: 2632.354980
	Iteration 0F: 3 clusters Score -288775.7 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -289614.593750 Penalty: 2632.354980
	Iteration 1F: 3 clusters Score -289614.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -289846.062500 Penalty: 2632.354980
	Iteration 2F: 3 clusters Score -289846.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -289987.156250 Penalty: 2632.354980
	Iteration 3F: 3 clusters Score -289987.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -290102.781250 Penalty: 2632.354980
	Iteration 4Q: 3 clusters Score -290102.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -290205.250000 Penalty: 2632.354980
	Iteration 5Q: 3 clusters Score -290205.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -290310.093750 Penalty: 2632.354980
	Iteration 6Q: 3 clusters Score -290310.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -290436.500000 Penalty: 2632.354980
	Iteration 7Q: 3 clusters Score -290436.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -290563.687500 Penalty: 2632.354980
	Iteration 8Q: 3 clusters Score -290563.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -290653.562500 Penalty: 2632.354980
	Iteration 9Q: 3 clusters Score -290653.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -290697.968750 Penalty: 2632.354980
	Iteration 10Q: 3 clusters Score -290698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -290728.093750 Penalty: 2632.354980
	Iteration 11Q: 3 clusters Score -290728.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -290748.093750 Penalty: 2632.354980
	Iteration 12Q: 3 clusters Score -290748.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -290763.500000 Penalty: 2632.354980
	Iteration 13Q: 3 clusters Score -290763.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -290772.437500 Penalty: 2632.354980
	Iteration 14Q: 3 clusters Score -290772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -290780.281250 Penalty: 2632.354980
	Iteration 15Q: 3 clusters Score -290780.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -290790.375000 Penalty: 2632.354980
	Iteration 16Q: 3 clusters Score -290790.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -290797.781250 Penalty: 2632.354980
	Iteration 17Q: 3 clusters Score -290797.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -290809.968750 Penalty: 2632.354980
	Iteration 18Q: 3 clusters Score -290810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -290815.375000 Penalty: 2632.354980
	Iteration 19Q: 3 clusters Score -290815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -290817.375000 Penalty: 2632.354980
	Iteration 20F: 3 clusters Score -290817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -290819.312500 Penalty: 2632.354980
	Iteration 21Q: 3 clusters Score -290819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -290821.125000 Penalty: 2632.354980
	Iteration 22Q: 3 clusters Score -290821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -290822.968750 Penalty: 2632.354980
	Iteration 23Q: 3 clusters Score -290823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -290827.281250 Penalty: 2632.354980
	Iteration 24Q: 3 clusters Score -290827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -290828.375000 Penalty: 2632.354980
	Iteration 25Q: 3 clusters Score -290828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -290829.250000 Penalty: 2632.354980
	Iteration 26Q: 3 clusters Score -290829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -290829.937500 Penalty: 2632.354980
	Iteration 27Q: 3 clusters Score -290829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -290831.875000 Penalty: 2632.354980
	Iteration 28Q: 3 clusters Score -290831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -290836.156250 Penalty: 2632.354980
	Iteration 29Q: 3 clusters Score -290836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -290841.156250 Penalty: 2632.354980
	Iteration 30Q: 3 clusters Score -290841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -290844.656250 Penalty: 2632.354980
	Iteration 31Q: 3 clusters Score -290844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -290846.343750 Penalty: 2632.354980
	Iteration 32Q: 3 clusters Score -290846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -290847.187500 Penalty: 2632.354980
	Iteration 33Q: 3 clusters Score -290847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -290847.187500 Penalty: 2632.354980
	Iteration 34F: 3 clusters Score -290847.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Entering Unmasked Estep 
Score: -1718328.250000 Penalty: 1596.963867
	Iteration 0F: 2 clusters Score -1718328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1705834.500000 Penalty: 3193.927734
	Iteration 0F: 3 clusters Score -1705834 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1710318.500000 Penalty: 3193.927734
	Iteration 1F: 3 clusters Score -1710318 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1710638.750000 Penalty: 3193.927734
	Iteration 2F: 3 clusters Score -1710639 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1710895.000000 Penalty: 3193.927734
	Iteration 3Q: 3 clusters Score -1710895 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1711134.875000 Penalty: 3193.927734
	Iteration 4Q: 3 clusters Score -1711135 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1711395.375000 Penalty: 3193.927734
	Iteration 5Q: 3 clusters Score -1711395 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1711696.000000 Penalty: 3193.927734
	Iteration 6Q: 3 clusters Score -1711696 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1712073.250000 Penalty: 3193.927734
	Iteration 7Q: 3 clusters Score -1712073 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1712584.000000 Penalty: 3193.927734
	Iteration 8F: 3 clusters Score -1712584 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1713226.000000 Penalty: 3193.927734
	Iteration 9F: 3 clusters Score -1713226 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1713958.875000 Penalty: 3193.927734
	Iteration 10F: 3 clusters Score -1713959 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1714731.250000 Penalty: 3193.927734
	Iteration 11F: 3 clusters Score -1714731 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1715429.500000 Penalty: 3193.927734
	Iteration 12Q: 3 clusters Score -1715430 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1715977.000000 Penalty: 3193.927734
	Iteration 13Q: 3 clusters Score -1715977 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1716328.375000 Penalty: 3193.927734
	Iteration 14Q: 3 clusters Score -1716328 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1716589.250000 Penalty: 3193.927734
	Iteration 15Q: 3 clusters Score -1716589 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1716757.000000 Penalty: 3193.927734
	Iteration 16Q: 3 clusters Score -1716757 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1716842.125000 Penalty: 3193.927734
	Iteration 17Q: 3 clusters Score -1716842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1716886.625000 Penalty: 3193.927734
	Iteration 18Q: 3 clusters Score -1716887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1716914.000000 Penalty: 3193.927734
	Iteration 19Q: 3 clusters Score -1716914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1716937.750000 Penalty: 3193.927734
	Iteration 20F: 3 clusters Score -1716938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1716960.000000 Penalty: 3193.927734
	Iteration 21Q: 3 clusters Score -1716960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1716971.375000 Penalty: 3193.927734
	Iteration 22Q: 3 clusters Score -1716971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1716976.000000 Penalty: 3193.927734
	Iteration 23Q: 3 clusters Score -1716976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1716985.000000 Penalty: 3193.927734
	Iteration 24Q: 3 clusters Score -1716985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1716987.750000 Penalty: 3193.927734
	Iteration 25Q: 3 clusters Score -1716988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1716993.250000 Penalty: 3193.927734
	Iteration 26Q: 3 clusters Score -1716993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1716998.750000 Penalty: 3193.927734
	Iteration 27Q: 3 clusters Score -1716999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1716998.250000 Penalty: 3193.927734
	Iteration 28Q: 3 clusters Score -1716998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1717000.250000 Penalty: 3193.927734
	Iteration 29Q: 3 clusters Score -1717000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1717000.750000 Penalty: 3193.927734
	Iteration 30Q: 3 clusters Score -1717001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1717004.125000 Penalty: 3193.927734
	Iteration 31Q: 3 clusters Score -1717004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1717004.125000 Penalty: 3193.927734
	Iteration 32F: 3 clusters Score -1717004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -382582.062500 Penalty: 1349.962036
	Iteration 0F: 2 clusters Score -382582.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -379150.875000 Penalty: 2699.924072
	Iteration 0F: 3 clusters Score -379150.9 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -380047.937500 Penalty: 2699.924072
	Iteration 1F: 3 clusters Score -380047.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -380205.875000 Penalty: 2699.924072
	Iteration 2F: 3 clusters Score -380205.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -380309.625000 Penalty: 2699.924072
	Iteration 3F: 3 clusters Score -380309.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -380392.062500 Penalty: 2699.924072
	Iteration 4Q: 3 clusters Score -380392.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -380476.750000 Penalty: 2699.924072
	Iteration 5Q: 3 clusters Score -380476.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -380576.156250 Penalty: 2699.924072
	Iteration 6Q: 3 clusters Score -380576.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -380711.031250 Penalty: 2699.924072
	Iteration 7Q: 3 clusters Score -380711 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -380873.093750 Penalty: 2699.924072
	Iteration 8Q: 3 clusters Score -380873.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -381030.406250 Penalty: 2699.924072
	Iteration 9Q: 3 clusters Score -381030.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -381204.406250 Penalty: 2699.924072
	Iteration 10Q: 3 clusters Score -381204.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -381375.718750 Penalty: 2699.924072
	Iteration 11Q: 3 clusters Score -381375.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -381506.437500 Penalty: 2699.924072
	Iteration 12Q: 3 clusters Score -381506.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -381636.906250 Penalty: 2699.924072
	Iteration 13Q: 3 clusters Score -381636.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -381732.906250 Penalty: 2699.924072
	Iteration 14Q: 3 clusters Score -381732.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -381818.781250 Penalty: 2699.924072
	Iteration 15Q: 3 clusters Score -381818.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -381875.875000 Penalty: 2699.924072
	Iteration 16Q: 3 clusters Score -381875.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -381913.250000 Penalty: 2699.924072
	Iteration 17Q: 3 clusters Score -381913.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -381942.687500 Penalty: 2699.924072
	Iteration 18Q: 3 clusters Score -381942.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -381973.125000 Penalty: 2699.924072
	Iteration 19Q: 3 clusters Score -381973.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -381992.656250 Penalty: 2699.924072
	Iteration 20F: 3 clusters Score -381992.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -382002.031250 Penalty: 2699.924072
	Iteration 21Q: 3 clusters Score -382002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -382004.062500 Penalty: 2699.924072
	Iteration 22Q: 3 clusters Score -382004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -382006.593750 Penalty: 2699.924072
	Iteration 23Q: 3 clusters Score -382006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -382009.750000 Penalty: 2699.924072
	Iteration 24Q: 3 clusters Score -382009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -382011.750000 Penalty: 2699.924072
	Iteration 25Q: 3 clusters Score -382011.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -382013.468750 Penalty: 2699.924072
	Iteration 26Q: 3 clusters Score -382013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -382014.531250 Penalty: 2699.924072
	Iteration 27Q: 3 clusters Score -382014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -382015.593750 Penalty: 2699.924072
	Iteration 28Q: 3 clusters Score -382015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -382016.812500 Penalty: 2699.924072
	Iteration 29Q: 3 clusters Score -382016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -382017.250000 Penalty: 2699.924072
	Iteration 30Q: 3 clusters Score -382017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -382016.906250 Penalty: 2699.924072
	Iteration 31Q: 3 clusters Score -382016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -382016.906250 Penalty: 2699.924072
	Iteration 32F: 3 clusters Score -382016.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Entering Unmasked Estep 
Score: -4583753.000000 Penalty: 1754.392822
	Iteration 0F: 2 clusters Score -4583753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -4556795.500000 Penalty: 3508.785645
	Iteration 0F: 3 clusters Score -4556796 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4569493.000000 Penalty: 3508.785645
	Iteration 1F: 3 clusters Score -4569493 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4569764.000000 Penalty: 3508.785645
	Iteration 2Q: 3 clusters Score -4569764 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -4570077.500000 Penalty: 3508.785645
	Iteration 3Q: 3 clusters Score -4570078 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -4570397.500000 Penalty: 3508.785645
	Iteration 4Q: 3 clusters Score -4570398 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4570782.500000 Penalty: 3508.785645
	Iteration 5Q: 3 clusters Score -4570782 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -4571381.000000 Penalty: 3508.785645
	Iteration 6Q: 3 clusters Score -4571381 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4572348.000000 Penalty: 3508.785645
	Iteration 7Q: 3 clusters Score -4572348 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4573976.000000 Penalty: 3508.785645
	Iteration 8F: 3 clusters Score -4573976 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4576105.500000 Penalty: 3508.785645
	Iteration 9F: 3 clusters Score -4576106 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -4578021.000000 Penalty: 3508.785645
	Iteration 10F: 3 clusters Score -4578021 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -4579482.000000 Penalty: 3508.785645
	Iteration 11F: 3 clusters Score -4579482 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -4580598.500000 Penalty: 3508.785645
	Iteration 12Q: 3 clusters Score -4580598 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -4581256.500000 Penalty: 3508.785645
	Iteration 13Q: 3 clusters Score -4581256 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -4581541.000000 Penalty: 3508.785645
	Iteration 14Q: 3 clusters Score -4581541 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -4581697.500000 Penalty: 3508.785645
	Iteration 15Q: 3 clusters Score -4581698 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -4581805.000000 Penalty: 3508.785645
	Iteration 16Q: 3 clusters Score -4581805 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -4581899.000000 Penalty: 3508.785645
	Iteration 17Q: 3 clusters Score -4581899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -4581932.500000 Penalty: 3508.785645
	Iteration 18Q: 3 clusters Score -4581932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -4581947.500000 Penalty: 3508.785645
	Iteration 19Q: 3 clusters Score -4581948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -4581957.000000 Penalty: 3508.785645
	Iteration 20F: 3 clusters Score -4581957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -4581978.000000 Penalty: 3508.785645
	Iteration 21Q: 3 clusters Score -4581978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -4581995.500000 Penalty: 3508.785645
	Iteration 22Q: 3 clusters Score -4581996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -4581997.500000 Penalty: 3508.785645
	Iteration 23Q: 3 clusters Score -4581998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -4582005.500000 Penalty: 3508.785645
	Iteration 24Q: 3 clusters Score -4582006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -4582022.000000 Penalty: 3508.785645
	Iteration 25Q: 3 clusters Score -4582022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -4582025.500000 Penalty: 3508.785645
	Iteration 26Q: 3 clusters Score -4582026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -4582025.000000 Penalty: 3508.785645
	Iteration 27Q: 3 clusters Score -4582025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -4582034.000000 Penalty: 3508.785645
	Iteration 28Q: 3 clusters Score -4582034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -4582033.500000 Penalty: 3508.785645
	Iteration 29Q: 3 clusters Score -4582034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -4582036.500000 Penalty: 3508.785645
	Iteration 30Q: 3 clusters Score -4582036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -4582035.500000 Penalty: 3508.785645
	Iteration 31Q: 3 clusters Score -4582036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -4582035.000000 Penalty: 3508.785645
	Iteration 32Q: 3 clusters Score -4582035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -4582032.500000 Penalty: 3508.785645
	Iteration 33Q: 3 clusters Score -4582032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -4582032.500000 Penalty: 3508.785645
	Iteration 34F: 3 clusters Score -4582032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -140266.171875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -140266.2 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 784 members 
Entering Unmasked Estep 
Score: -138469.859375 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -138469.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -138802.656250 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -138802.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -138906.843750 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -138906.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -138974.359375 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -138974.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -139016.156250 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139016.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139049.296875 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139049.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139066.859375 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139066.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139076.359375 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139076.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139090.812500 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139090.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -139106.718750 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139106.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139119.500000 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139119.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139131.984375 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -139144.500000 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139144.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139153.718750 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139153.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139163.546875 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -139163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139171.953125 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -139172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139179.281250 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -139179.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -139187.000000 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -139187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -139197.031250 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -139197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139204.828125 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -139204.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139211.687500 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -139211.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139214.500000 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -139214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139216.531250 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -139216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -139218.218750 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -139218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139218.968750 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -139219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139219.953125 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -139220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139221.578125 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -139221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139221.953125 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -139222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139223.375000 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -139223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139226.171875 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -139226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139227.671875 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -139227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139228.953125 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -139229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -139229.109375 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -139229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -139231.125000 Penalty: 2388.081787
	Iteration 33Q: 3 clusters Score -139231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -139232.250000 Penalty: 2388.081787
	Iteration 34Q: 3 clusters Score -139232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139233.109375 Penalty: 2388.081787
	Iteration 35Q: 3 clusters Score -139233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139234.343750 Penalty: 2388.081787
	Iteration 36Q: 3 clusters Score -139234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139235.093750 Penalty: 2388.081787
	Iteration 37Q: 3 clusters Score -139235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139235.093750 Penalty: 2388.081787
	Iteration 38F: 3 clusters Score -139235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Entering Unmasked Estep 
Score: -1614123.375000 Penalty: 1583.603760
	Iteration 0F: 2 clusters Score -1614123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1602466.000000 Penalty: 3167.207520
	Iteration 0F: 3 clusters Score -1602466 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1606549.000000 Penalty: 3167.207520
	Iteration 1F: 3 clusters Score -1606549 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1606847.500000 Penalty: 3167.207520
	Iteration 2Q: 3 clusters Score -1606848 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1607117.375000 Penalty: 3167.207520
	Iteration 3Q: 3 clusters Score -1607117 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1607371.375000 Penalty: 3167.207520
	Iteration 4Q: 3 clusters Score -1607371 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1607653.250000 Penalty: 3167.207520
	Iteration 5Q: 3 clusters Score -1607653 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1608000.375000 Penalty: 3167.207520
	Iteration 6Q: 3 clusters Score -1608000 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1608373.750000 Penalty: 3167.207520
	Iteration 7Q: 3 clusters Score -1608374 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1608818.750000 Penalty: 3167.207520
	Iteration 8Q: 3 clusters Score -1608819 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1609269.125000 Penalty: 3167.207520
	Iteration 9Q: 3 clusters Score -1609269 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1609825.625000 Penalty: 3167.207520
	Iteration 10Q: 3 clusters Score -1609826 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1610347.875000 Penalty: 3167.207520
	Iteration 11Q: 3 clusters Score -1610348 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1610859.750000 Penalty: 3167.207520
	Iteration 12Q: 3 clusters Score -1610860 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1611251.250000 Penalty: 3167.207520
	Iteration 13Q: 3 clusters Score -1611251 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1611548.000000 Penalty: 3167.207520
	Iteration 14Q: 3 clusters Score -1611548 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1611807.750000 Penalty: 3167.207520
	Iteration 15Q: 3 clusters Score -1611808 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1611989.375000 Penalty: 3167.207520
	Iteration 16Q: 3 clusters Score -1611989 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1612150.125000 Penalty: 3167.207520
	Iteration 17Q: 3 clusters Score -1612150 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1612267.125000 Penalty: 3167.207520
	Iteration 18Q: 3 clusters Score -1612267 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1612363.375000 Penalty: 3167.207520
	Iteration 19Q: 3 clusters Score -1612363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1612436.625000 Penalty: 3167.207520
	Iteration 20F: 3 clusters Score -1612437 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1612501.750000 Penalty: 3167.207520
	Iteration 21Q: 3 clusters Score -1612502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1612551.000000 Penalty: 3167.207520
	Iteration 22Q: 3 clusters Score -1612551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1612604.375000 Penalty: 3167.207520
	Iteration 23Q: 3 clusters Score -1612604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1612660.500000 Penalty: 3167.207520
	Iteration 24Q: 3 clusters Score -1612660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1612693.250000 Penalty: 3167.207520
	Iteration 25Q: 3 clusters Score -1612693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1612723.375000 Penalty: 3167.207520
	Iteration 26Q: 3 clusters Score -1612723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1612751.125000 Penalty: 3167.207520
	Iteration 27Q: 3 clusters Score -1612751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1612766.125000 Penalty: 3167.207520
	Iteration 28Q: 3 clusters Score -1612766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1612775.500000 Penalty: 3167.207520
	Iteration 29Q: 3 clusters Score -1612776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1612781.375000 Penalty: 3167.207520
	Iteration 30Q: 3 clusters Score -1612781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1612786.625000 Penalty: 3167.207520
	Iteration 31Q: 3 clusters Score -1612787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1612792.125000 Penalty: 3167.207520
	Iteration 32Q: 3 clusters Score -1612792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1612796.125000 Penalty: 3167.207520
	Iteration 33Q: 3 clusters Score -1612796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1612798.125000 Penalty: 3167.207520
	Iteration 34Q: 3 clusters Score -1612798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1612797.750000 Penalty: 3167.207520
	Iteration 35Q: 3 clusters Score -1612798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1612797.750000 Penalty: 3167.207520
	Iteration 36Q: 3 clusters Score -1612798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1612797.750000 Penalty: 3167.207520
	Iteration 37F: 3 clusters Score -1612798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42010.859375 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -42010.86 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42138.480469 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42138.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42181.648438 Penalty: 2013.181763
	Iteration 2Q: 3 clusters Score -42181.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42188.738281 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42188.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42191.742188 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42191.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42196.632812 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42196.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42201.097656 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42203.035156 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42203.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42206.054688 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -42206.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42210.269531 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -42210.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42216.406250 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -42216.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42223.132812 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -42223.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42226.980469 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -42226.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42227.914062 Penalty: 2013.181763
	Iteration 13Q: 3 clusters Score -42227.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42227.914062 Penalty: 2013.181763
	Iteration 14F: 3 clusters Score -42227.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Entering Unmasked Estep 
Score: -1973504.375000 Penalty: 1629.794189
	Iteration 0F: 2 clusters Score -1973504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1958074.625000 Penalty: 3259.588379
	Iteration 0F: 3 clusters Score -1958075 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1964141.625000 Penalty: 3259.588379
	Iteration 1F: 3 clusters Score -1964142 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1964737.125000 Penalty: 3259.588379
	Iteration 2F: 3 clusters Score -1964737 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1965237.375000 Penalty: 3259.588379
	Iteration 3F: 3 clusters Score -1965237 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1965671.125000 Penalty: 3259.588379
	Iteration 4Q: 3 clusters Score -1965671 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1966026.500000 Penalty: 3259.588379
	Iteration 5Q: 3 clusters Score -1966026 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1966344.750000 Penalty: 3259.588379
	Iteration 6Q: 3 clusters Score -1966345 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1966654.750000 Penalty: 3259.588379
	Iteration 7Q: 3 clusters Score -1966655 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1966959.500000 Penalty: 3259.588379
	Iteration 8Q: 3 clusters Score -1966960 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1967278.000000 Penalty: 3259.588379
	Iteration 9Q: 3 clusters Score -1967278 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1967662.625000 Penalty: 3259.588379
	Iteration 10Q: 3 clusters Score -1967663 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1968103.000000 Penalty: 3259.588379
	Iteration 11Q: 3 clusters Score -1968103 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1968510.375000 Penalty: 3259.588379
	Iteration 12Q: 3 clusters Score -1968510 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1968890.750000 Penalty: 3259.588379
	Iteration 13Q: 3 clusters Score -1968891 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1969220.375000 Penalty: 3259.588379
	Iteration 14Q: 3 clusters Score -1969220 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1969528.500000 Penalty: 3259.588379
	Iteration 15Q: 3 clusters Score -1969528 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1969811.875000 Penalty: 3259.588379
	Iteration 16Q: 3 clusters Score -1969812 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1970032.500000 Penalty: 3259.588379
	Iteration 17Q: 3 clusters Score -1970032 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1970213.000000 Penalty: 3259.588379
	Iteration 18Q: 3 clusters Score -1970213 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1970347.875000 Penalty: 3259.588379
	Iteration 19Q: 3 clusters Score -1970348 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1970464.125000 Penalty: 3259.588379
	Iteration 20F: 3 clusters Score -1970464 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1970589.250000 Penalty: 3259.588379
	Iteration 21Q: 3 clusters Score -1970589 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1970728.375000 Penalty: 3259.588379
	Iteration 22Q: 3 clusters Score -1970728 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1970854.375000 Penalty: 3259.588379
	Iteration 23Q: 3 clusters Score -1970854 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1970947.000000 Penalty: 3259.588379
	Iteration 24Q: 3 clusters Score -1970947 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1971023.750000 Penalty: 3259.588379
	Iteration 25Q: 3 clusters Score -1971024 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1971094.250000 Penalty: 3259.588379
	Iteration 26Q: 3 clusters Score -1971094 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1971162.125000 Penalty: 3259.588379
	Iteration 27Q: 3 clusters Score -1971162 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1971226.875000 Penalty: 3259.588379
	Iteration 28Q: 3 clusters Score -1971227 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1971296.375000 Penalty: 3259.588379
	Iteration 29Q: 3 clusters Score -1971296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -1971354.875000 Penalty: 3259.588379
	Iteration 30Q: 3 clusters Score -1971355 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1971398.875000 Penalty: 3259.588379
	Iteration 31Q: 3 clusters Score -1971399 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -1971446.250000 Penalty: 3259.588379
	Iteration 32Q: 3 clusters Score -1971446 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1971490.625000 Penalty: 3259.588379
	Iteration 33Q: 3 clusters Score -1971491 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1971533.875000 Penalty: 3259.588379
	Iteration 34Q: 3 clusters Score -1971534 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1971602.250000 Penalty: 3259.588379
	Iteration 35Q: 3 clusters Score -1971602 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1971651.250000 Penalty: 3259.588379
	Iteration 36Q: 3 clusters Score -1971651 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -1971698.500000 Penalty: 3259.588379
	Iteration 37Q: 3 clusters Score -1971698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1971754.625000 Penalty: 3259.588379
	Iteration 38Q: 3 clusters Score -1971755 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1971794.875000 Penalty: 3259.588379
	Iteration 39Q: 3 clusters Score -1971795 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1971826.125000 Penalty: 3259.588379
	Iteration 40F: 3 clusters Score -1971826 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -1971866.625000 Penalty: 3259.588379
	Iteration 41Q: 3 clusters Score -1971867 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1971902.875000 Penalty: 3259.588379
	Iteration 42Q: 3 clusters Score -1971903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -1971933.250000 Penalty: 3259.588379
	Iteration 43Q: 3 clusters Score -1971933 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -1971963.125000 Penalty: 3259.588379
	Iteration 44Q: 3 clusters Score -1971963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1971993.875000 Penalty: 3259.588379
	Iteration 45Q: 3 clusters Score -1971994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1972027.875000 Penalty: 3259.588379
	Iteration 46Q: 3 clusters Score -1972028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -1972060.000000 Penalty: 3259.588379
	Iteration 47Q: 3 clusters Score -1972060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -1972112.875000 Penalty: 3259.588379
	Iteration 48Q: 3 clusters Score -1972113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1972157.250000 Penalty: 3259.588379
	Iteration 49Q: 3 clusters Score -1972157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -1972208.625000 Penalty: 3259.588379
	Iteration 50Q: 3 clusters Score -1972209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -1972232.625000 Penalty: 3259.588379
	Iteration 51Q: 3 clusters Score -1972233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -1972266.625000 Penalty: 3259.588379
	Iteration 52Q: 3 clusters Score -1972267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -1972292.500000 Penalty: 3259.588379
	Iteration 53Q: 3 clusters Score -1972292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -1972311.500000 Penalty: 3259.588379
	Iteration 54Q: 3 clusters Score -1972312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -1972327.375000 Penalty: 3259.588379
	Iteration 55Q: 3 clusters Score -1972327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -1972337.500000 Penalty: 3259.588379
	Iteration 56Q: 3 clusters Score -1972338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -1972344.750000 Penalty: 3259.588379
	Iteration 57Q: 3 clusters Score -1972345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -1972353.250000 Penalty: 3259.588379
	Iteration 58Q: 3 clusters Score -1972353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1972358.000000 Penalty: 3259.588379
	Iteration 59Q: 3 clusters Score -1972358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1972362.750000 Penalty: 3259.588379
	Iteration 60F: 3 clusters Score -1972363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -1972367.375000 Penalty: 3259.588379
	Iteration 61Q: 3 clusters Score -1972367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -1972369.750000 Penalty: 3259.588379
	Iteration 62Q: 3 clusters Score -1972370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -1972368.750000 Penalty: 3259.588379
	Iteration 63Q: 3 clusters Score -1972369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1972371.625000 Penalty: 3259.588379
	Iteration 64Q: 3 clusters Score -1972372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -1972374.000000 Penalty: 3259.588379
	Iteration 65Q: 3 clusters Score -1972374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -1972376.375000 Penalty: 3259.588379
	Iteration 66Q: 3 clusters Score -1972376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -1972376.625000 Penalty: 3259.588379
	Iteration 67Q: 3 clusters Score -1972377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -1972376.375000 Penalty: 3259.588379
	Iteration 68Q: 3 clusters Score -1972376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -1972376.375000 Penalty: 3259.588379
	Iteration 69F: 3 clusters Score -1972376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -87370.132812 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -87370.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85944.242188 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -85944.24 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86161.359375 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -86161.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86223.453125 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -86223.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86258.101562 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -86258.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86298.460938 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -86298.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -86334.585938 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -86334.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86356.867188 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -86356.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86386.929688 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -86386.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86411.312500 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -86411.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86416.718750 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -86416.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86419.773438 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -86419.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86426.359375 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -86426.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86436.578125 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -86436.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86439.656250 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -86439.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86443.398438 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -86443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -86449.250000 Penalty: 2236.792236
	Iteration 15Q: 3 clusters Score -86449.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86452.468750 Penalty: 2236.792236
	Iteration 16Q: 3 clusters Score -86452.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86457.875000 Penalty: 2236.792236
	Iteration 17Q: 3 clusters Score -86457.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86472.648438 Penalty: 2236.792236
	Iteration 18Q: 3 clusters Score -86472.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86504.445312 Penalty: 2236.792236
	Iteration 19Q: 3 clusters Score -86504.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86523.671875 Penalty: 2236.792236
	Iteration 20F: 3 clusters Score -86523.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -86554.078125 Penalty: 2236.792236
	Iteration 21Q: 3 clusters Score -86554.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86576.851562 Penalty: 2236.792236
	Iteration 22Q: 3 clusters Score -86576.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -86597.632812 Penalty: 2236.792236
	Iteration 23Q: 3 clusters Score -86597.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86608.242188 Penalty: 2236.792236
	Iteration 24Q: 3 clusters Score -86608.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86616.562500 Penalty: 2236.792236
	Iteration 25Q: 3 clusters Score -86616.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -86625.742188 Penalty: 2236.792236
	Iteration 26Q: 3 clusters Score -86625.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86628.023438 Penalty: 2236.792236
	Iteration 27Q: 3 clusters Score -86628.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86630.234375 Penalty: 2236.792236
	Iteration 28Q: 3 clusters Score -86630.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86632.289062 Penalty: 2236.792236
	Iteration 29Q: 3 clusters Score -86632.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86635.421875 Penalty: 2236.792236
	Iteration 30Q: 3 clusters Score -86635.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86636.578125 Penalty: 2236.792236
	Iteration 31Q: 3 clusters Score -86636.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86636.578125 Penalty: 2236.792236
	Iteration 32F: 3 clusters Score -86636.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -112562.367188 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -112562.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110919.359375 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -110919.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111264.078125 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -111264.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -111362.312500 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -111362.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -111414.406250 Penalty: 2335.004395
	Iteration 3F: 3 clusters Score -111414.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111437.640625 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -111437.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -111462.648438 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -111462.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111489.898438 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -111489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -111501.515625 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -111501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111512.179688 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -111512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111521.085938 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -111521.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -111526.109375 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -111526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -111528.984375 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -111529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111530.304688 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -111530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -111533.093750 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -111533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -111535.187500 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -111535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -111537.539062 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -111537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111538.906250 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -111538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111538.906250 Penalty: 2335.004395
	Iteration 17F: 3 clusters Score -111538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -378668.968750 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -378669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -375239.250000 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -375239.2 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -376140.781250 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -376140.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -376369.937500 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -376369.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -376512.937500 Penalty: 2700.164551
	Iteration 3F: 3 clusters Score -376512.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -376596.625000 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -376596.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -376658.687500 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -376658.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -376718.125000 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -376718.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -376767.312500 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -376767.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -376814.687500 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -376814.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -376851.062500 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -376851.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376892.093750 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -376892.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -376927.281250 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -376927.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -376957.187500 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -376957.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -376987.656250 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -376987.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -377020.437500 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -377020.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -377049.562500 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -377049.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -377075.937500 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -377075.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -377098.125000 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -377098.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -377119.625000 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -377119.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -377135.750000 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -377135.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -377151.718750 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -377151.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -377170.625000 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -377170.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -377189.906250 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -377189.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -377205.312500 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -377205.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -377221.937500 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -377221.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -377238.125000 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -377238.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -377256.000000 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -377256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -377267.500000 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -377267.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -377289.812500 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -377289.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -377302.343750 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -377302.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -377316.031250 Penalty: 2700.164551
	Iteration 30Q: 3 clusters Score -377316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -377335.562500 Penalty: 2700.164551
	Iteration 31Q: 3 clusters Score -377335.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -377358.125000 Penalty: 2700.164551
	Iteration 32Q: 3 clusters Score -377358.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -377387.437500 Penalty: 2700.164551
	Iteration 33Q: 3 clusters Score -377387.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -377416.062500 Penalty: 2700.164551
	Iteration 34Q: 3 clusters Score -377416.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -377446.125000 Penalty: 2700.164551
	Iteration 35Q: 3 clusters Score -377446.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -377468.593750 Penalty: 2700.164551
	Iteration 36Q: 3 clusters Score -377468.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -377490.468750 Penalty: 2700.164551
	Iteration 37Q: 3 clusters Score -377490.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -377515.718750 Penalty: 2700.164551
	Iteration 38Q: 3 clusters Score -377515.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -377532.250000 Penalty: 2700.164551
	Iteration 39Q: 3 clusters Score -377532.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -377552.875000 Penalty: 2700.164551
	Iteration 40F: 3 clusters Score -377552.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -377583.218750 Penalty: 2700.164551
	Iteration 41Q: 3 clusters Score -377583.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -377614.093750 Penalty: 2700.164551
	Iteration 42Q: 3 clusters Score -377614.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -377646.968750 Penalty: 2700.164551
	Iteration 43Q: 3 clusters Score -377647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -377686.062500 Penalty: 2700.164551
	Iteration 44Q: 3 clusters Score -377686.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -377722.812500 Penalty: 2700.164551
	Iteration 45Q: 3 clusters Score -377722.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -377766.937500 Penalty: 2700.164551
	Iteration 46Q: 3 clusters Score -377766.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -377810.343750 Penalty: 2700.164551
	Iteration 47Q: 3 clusters Score -377810.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -377845.968750 Penalty: 2700.164551
	Iteration 48Q: 3 clusters Score -377846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -377874.593750 Penalty: 2700.164551
	Iteration 49Q: 3 clusters Score -377874.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -377892.187500 Penalty: 2700.164551
	Iteration 50Q: 3 clusters Score -377892.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -377904.250000 Penalty: 2700.164551
	Iteration 51Q: 3 clusters Score -377904.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -377915.000000 Penalty: 2700.164551
	Iteration 52Q: 3 clusters Score -377915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -377924.218750 Penalty: 2700.164551
	Iteration 53Q: 3 clusters Score -377924.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -377935.468750 Penalty: 2700.164551
	Iteration 54Q: 3 clusters Score -377935.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -377943.781250 Penalty: 2700.164551
	Iteration 55Q: 3 clusters Score -377943.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -377955.312500 Penalty: 2700.164551
	Iteration 56Q: 3 clusters Score -377955.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -377971.031250 Penalty: 2700.164551
	Iteration 57Q: 3 clusters Score -377971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -377991.250000 Penalty: 2700.164551
	Iteration 58Q: 3 clusters Score -377991.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -378008.937500 Penalty: 2700.164551
	Iteration 59Q: 3 clusters Score -378008.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -378025.531250 Penalty: 2700.164551
	Iteration 60F: 3 clusters Score -378025.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -378035.093750 Penalty: 2700.164551
	Iteration 61Q: 3 clusters Score -378035.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -378042.843750 Penalty: 2700.164551
	Iteration 62Q: 3 clusters Score -378042.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -378054.906250 Penalty: 2700.164551
	Iteration 63Q: 3 clusters Score -378054.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -378071.343750 Penalty: 2700.164551
	Iteration 64Q: 3 clusters Score -378071.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -378090.250000 Penalty: 2700.164551
	Iteration 65Q: 3 clusters Score -378090.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -378102.000000 Penalty: 2700.164551
	Iteration 66Q: 3 clusters Score -378102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -378125.031250 Penalty: 2700.164551
	Iteration 67Q: 3 clusters Score -378125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -378146.343750 Penalty: 2700.164551
	Iteration 68Q: 3 clusters Score -378146.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -378162.093750 Penalty: 2700.164551
	Iteration 69Q: 3 clusters Score -378162.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -378175.687500 Penalty: 2700.164551
	Iteration 70Q: 3 clusters Score -378175.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -378190.375000 Penalty: 2700.164551
	Iteration 71Q: 3 clusters Score -378190.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -378206.562500 Penalty: 2700.164551
	Iteration 72Q: 3 clusters Score -378206.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -378224.531250 Penalty: 2700.164551
	Iteration 73Q: 3 clusters Score -378224.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -378237.218750 Penalty: 2700.164551
	Iteration 74Q: 3 clusters Score -378237.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -378243.750000 Penalty: 2700.164551
	Iteration 75Q: 3 clusters Score -378243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -378251.281250 Penalty: 2700.164551
	Iteration 76Q: 3 clusters Score -378251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -378259.281250 Penalty: 2700.164551
	Iteration 77Q: 3 clusters Score -378259.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -378268.781250 Penalty: 2700.164551
	Iteration 78Q: 3 clusters Score -378268.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -378279.437500 Penalty: 2700.164551
	Iteration 79Q: 3 clusters Score -378279.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -378292.187500 Penalty: 2700.164551
	Iteration 80F: 3 clusters Score -378292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -378300.093750 Penalty: 2700.164551
	Iteration 81Q: 3 clusters Score -378300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -378305.031250 Penalty: 2700.164551
	Iteration 82Q: 3 clusters Score -378305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -378309.625000 Penalty: 2700.164551
	Iteration 83Q: 3 clusters Score -378309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -378314.468750 Penalty: 2700.164551
	Iteration 84Q: 3 clusters Score -378314.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -378321.156250 Penalty: 2700.164551
	Iteration 85Q: 3 clusters Score -378321.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -378326.062500 Penalty: 2700.164551
	Iteration 86Q: 3 clusters Score -378326.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -378329.718750 Penalty: 2700.164551
	Iteration 87Q: 3 clusters Score -378329.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -378332.406250 Penalty: 2700.164551
	Iteration 88Q: 3 clusters Score -378332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -378334.218750 Penalty: 2700.164551
	Iteration 89Q: 3 clusters Score -378334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -378335.750000 Penalty: 2700.164551
	Iteration 90Q: 3 clusters Score -378335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -378339.875000 Penalty: 2700.164551
	Iteration 91Q: 3 clusters Score -378339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -378344.406250 Penalty: 2700.164551
	Iteration 92Q: 3 clusters Score -378344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -378346.875000 Penalty: 2700.164551
	Iteration 93Q: 3 clusters Score -378346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -378347.656250 Penalty: 2700.164551
	Iteration 94Q: 3 clusters Score -378347.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -378349.937500 Penalty: 2700.164551
	Iteration 95Q: 3 clusters Score -378349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -378350.156250 Penalty: 2700.164551
	Iteration 96Q: 3 clusters Score -378350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -378351.343750 Penalty: 2700.164551
	Iteration 97Q: 3 clusters Score -378351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -378352.750000 Penalty: 2700.164551
	Iteration 98Q: 3 clusters Score -378352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -378352.750000 Penalty: 2700.164551
	Iteration 99F: 3 clusters Score -378352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Entering Unmasked Estep 
Score: -1954318.250000 Penalty: 1608.322388
	Iteration 0F: 2 clusters Score -1954318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1940668.250000 Penalty: 3216.644775
	Iteration 0F: 3 clusters Score -1940668 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1945710.125000 Penalty: 3216.644775
	Iteration 1F: 3 clusters Score -1945710 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1945984.125000 Penalty: 3216.644775
	Iteration 2Q: 3 clusters Score -1945984 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1946227.625000 Penalty: 3216.644775
	Iteration 3Q: 3 clusters Score -1946228 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1946426.250000 Penalty: 3216.644775
	Iteration 4Q: 3 clusters Score -1946426 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1946573.250000 Penalty: 3216.644775
	Iteration 5Q: 3 clusters Score -1946573 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1946731.500000 Penalty: 3216.644775
	Iteration 6Q: 3 clusters Score -1946732 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1946895.000000 Penalty: 3216.644775
	Iteration 7Q: 3 clusters Score -1946895 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1947073.750000 Penalty: 3216.644775
	Iteration 8Q: 3 clusters Score -1947074 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1947315.875000 Penalty: 3216.644775
	Iteration 9Q: 3 clusters Score -1947316 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1947626.500000 Penalty: 3216.644775
	Iteration 10Q: 3 clusters Score -1947626 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1948124.500000 Penalty: 3216.644775
	Iteration 11Q: 3 clusters Score -1948124 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1948801.125000 Penalty: 3216.644775
	Iteration 12F: 3 clusters Score -1948801 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1949648.875000 Penalty: 3216.644775
	Iteration 13F: 3 clusters Score -1949649 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1950504.125000 Penalty: 3216.644775
	Iteration 14F: 3 clusters Score -1950504 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1951150.625000 Penalty: 3216.644775
	Iteration 15Q: 3 clusters Score -1951151 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1951650.875000 Penalty: 3216.644775
	Iteration 16Q: 3 clusters Score -1951651 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1951974.375000 Penalty: 3216.644775
	Iteration 17Q: 3 clusters Score -1951974 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1952206.000000 Penalty: 3216.644775
	Iteration 18Q: 3 clusters Score -1952206 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1952383.625000 Penalty: 3216.644775
	Iteration 19Q: 3 clusters Score -1952384 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1952502.125000 Penalty: 3216.644775
	Iteration 20F: 3 clusters Score -1952502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1952601.000000 Penalty: 3216.644775
	Iteration 21Q: 3 clusters Score -1952601 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1952679.750000 Penalty: 3216.644775
	Iteration 22Q: 3 clusters Score -1952680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1952732.625000 Penalty: 3216.644775
	Iteration 23Q: 3 clusters Score -1952733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1952777.375000 Penalty: 3216.644775
	Iteration 24Q: 3 clusters Score -1952777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1952811.625000 Penalty: 3216.644775
	Iteration 25Q: 3 clusters Score -1952812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1952836.125000 Penalty: 3216.644775
	Iteration 26Q: 3 clusters Score -1952836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1952852.250000 Penalty: 3216.644775
	Iteration 27Q: 3 clusters Score -1952852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1952864.750000 Penalty: 3216.644775
	Iteration 28Q: 3 clusters Score -1952865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1952879.250000 Penalty: 3216.644775
	Iteration 29Q: 3 clusters Score -1952879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1952884.500000 Penalty: 3216.644775
	Iteration 30Q: 3 clusters Score -1952884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1952895.625000 Penalty: 3216.644775
	Iteration 31Q: 3 clusters Score -1952896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1952902.125000 Penalty: 3216.644775
	Iteration 32Q: 3 clusters Score -1952902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1952908.875000 Penalty: 3216.644775
	Iteration 33Q: 3 clusters Score -1952909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1952912.250000 Penalty: 3216.644775
	Iteration 34Q: 3 clusters Score -1952912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1952921.250000 Penalty: 3216.644775
	Iteration 35Q: 3 clusters Score -1952921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1952925.750000 Penalty: 3216.644775
	Iteration 36Q: 3 clusters Score -1952926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1952929.125000 Penalty: 3216.644775
	Iteration 37Q: 3 clusters Score -1952929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1952926.625000 Penalty: 3216.644775
	Iteration 38Q: 3 clusters Score -1952927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1952926.000000 Penalty: 3216.644775
	Iteration 39Q: 3 clusters Score -1952926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1952926.625000 Penalty: 3216.644775
	Iteration 40F: 3 clusters Score -1952927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1952927.750000 Penalty: 3216.644775
	Iteration 41Q: 3 clusters Score -1952928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1952928.125000 Penalty: 3216.644775
	Iteration 42Q: 3 clusters Score -1952928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1952928.125000 Penalty: 3216.644775
	Iteration 43F: 3 clusters Score -1952928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Entering Unmasked Estep 
Score: -709815.375000 Penalty: 1452.554077
	Iteration 0F: 2 clusters Score -709815.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -704149.875000 Penalty: 2905.108154
	Iteration 0F: 3 clusters Score -704149.9 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -705827.687500 Penalty: 2905.108154
	Iteration 1F: 3 clusters Score -705827.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -706056.437500 Penalty: 2905.108154
	Iteration 2F: 3 clusters Score -706056.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -706231.187500 Penalty: 2905.108154
	Iteration 3F: 3 clusters Score -706231.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -706370.625000 Penalty: 2905.108154
	Iteration 4Q: 3 clusters Score -706370.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -706485.437500 Penalty: 2905.108154
	Iteration 5Q: 3 clusters Score -706485.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -706597.875000 Penalty: 2905.108154
	Iteration 6Q: 3 clusters Score -706597.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -706709.500000 Penalty: 2905.108154
	Iteration 7Q: 3 clusters Score -706709.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -706841.250000 Penalty: 2905.108154
	Iteration 8Q: 3 clusters Score -706841.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -707008.000000 Penalty: 2905.108154
	Iteration 9Q: 3 clusters Score -707008 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -707180.875000 Penalty: 2905.108154
	Iteration 10Q: 3 clusters Score -707180.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -707369.437500 Penalty: 2905.108154
	Iteration 11Q: 3 clusters Score -707369.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -707584.125000 Penalty: 2905.108154
	Iteration 12Q: 3 clusters Score -707584.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -707775.875000 Penalty: 2905.108154
	Iteration 13Q: 3 clusters Score -707775.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -707909.250000 Penalty: 2905.108154
	Iteration 14Q: 3 clusters Score -707909.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -708005.875000 Penalty: 2905.108154
	Iteration 15Q: 3 clusters Score -708005.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -708063.625000 Penalty: 2905.108154
	Iteration 16Q: 3 clusters Score -708063.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -708099.312500 Penalty: 2905.108154
	Iteration 17Q: 3 clusters Score -708099.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -708125.125000 Penalty: 2905.108154
	Iteration 18Q: 3 clusters Score -708125.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -708142.250000 Penalty: 2905.108154
	Iteration 19Q: 3 clusters Score -708142.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -708153.500000 Penalty: 2905.108154
	Iteration 20F: 3 clusters Score -708153.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -708163.562500 Penalty: 2905.108154
	Iteration 21Q: 3 clusters Score -708163.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -708169.312500 Penalty: 2905.108154
	Iteration 22Q: 3 clusters Score -708169.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -708177.312500 Penalty: 2905.108154
	Iteration 23Q: 3 clusters Score -708177.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -708189.812500 Penalty: 2905.108154
	Iteration 24Q: 3 clusters Score -708189.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -708195.312500 Penalty: 2905.108154
	Iteration 25Q: 3 clusters Score -708195.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -708199.437500 Penalty: 2905.108154
	Iteration 26Q: 3 clusters Score -708199.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -708206.500000 Penalty: 2905.108154
	Iteration 27Q: 3 clusters Score -708206.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -708209.062500 Penalty: 2905.108154
	Iteration 28Q: 3 clusters Score -708209.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -708213.125000 Penalty: 2905.108154
	Iteration 29Q: 3 clusters Score -708213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -708214.812500 Penalty: 2905.108154
	Iteration 30Q: 3 clusters Score -708214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -708215.875000 Penalty: 2905.108154
	Iteration 31Q: 3 clusters Score -708215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -708215.500000 Penalty: 2905.108154
	Iteration 32Q: 3 clusters Score -708215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -708215.562500 Penalty: 2905.108154
	Iteration 33Q: 3 clusters Score -708215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -708216.375000 Penalty: 2905.108154
	Iteration 34Q: 3 clusters Score -708216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -708216.187500 Penalty: 2905.108154
	Iteration 35Q: 3 clusters Score -708216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -708216.625000 Penalty: 2905.108154
	Iteration 36Q: 3 clusters Score -708216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -708217.312500 Penalty: 2905.108154
	Iteration 37Q: 3 clusters Score -708217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -708217.500000 Penalty: 2905.108154
	Iteration 38Q: 3 clusters Score -708217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -708218.875000 Penalty: 2905.108154
	Iteration 39Q: 3 clusters Score -708218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -708218.312500 Penalty: 2905.108154
	Iteration 40F: 3 clusters Score -708218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -708217.937500 Penalty: 2905.108154
	Iteration 41Q: 3 clusters Score -708217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -708218.062500 Penalty: 2905.108154
	Iteration 42Q: 3 clusters Score -708218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -708219.375000 Penalty: 2905.108154
	Iteration 43Q: 3 clusters Score -708219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -708218.312500 Penalty: 2905.108154
	Iteration 44Q: 3 clusters Score -708218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -708220.187500 Penalty: 2905.108154
	Iteration 45Q: 3 clusters Score -708220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -708220.250000 Penalty: 2905.108154
	Iteration 46Q: 3 clusters Score -708220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -708221.437500 Penalty: 2905.108154
	Iteration 47Q: 3 clusters Score -708221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -708222.125000 Penalty: 2905.108154
	Iteration 48Q: 3 clusters Score -708222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -708221.562500 Penalty: 2905.108154
	Iteration 49Q: 3 clusters Score -708221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -708221.375000 Penalty: 2905.108154
	Iteration 50Q: 3 clusters Score -708221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -708222.687500 Penalty: 2905.108154
	Iteration 51Q: 3 clusters Score -708222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -708223.812500 Penalty: 2905.108154
	Iteration 52Q: 3 clusters Score -708223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -708225.750000 Penalty: 2905.108154
	Iteration 53Q: 3 clusters Score -708225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -708224.937500 Penalty: 2905.108154
	Iteration 54Q: 3 clusters Score -708224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -708225.250000 Penalty: 2905.108154
	Iteration 55Q: 3 clusters Score -708225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -708227.000000 Penalty: 2905.108154
	Iteration 56Q: 3 clusters Score -708227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -708227.125000 Penalty: 2905.108154
	Iteration 57Q: 3 clusters Score -708227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -708226.937500 Penalty: 2905.108154
	Iteration 58Q: 3 clusters Score -708226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -708227.687500 Penalty: 2905.108154
	Iteration 59Q: 3 clusters Score -708227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -708226.687500 Penalty: 2905.108154
	Iteration 60F: 3 clusters Score -708226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -708227.250000 Penalty: 2905.108154
	Iteration 61Q: 3 clusters Score -708227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -708227.437500 Penalty: 2905.108154
	Iteration 62Q: 3 clusters Score -708227.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -708227.437500 Penalty: 2905.108154
	Iteration 63F: 3 clusters Score -708227.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -76128.250000 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -76128.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -74739.796875 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -74739.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -75030.156250 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -75030.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -75117.500000 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -75117.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75164.304688 Penalty: 2208.240723
	Iteration 3Q: 3 clusters Score -75164.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75206.710938 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -75206.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -75232.156250 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -75232.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75246.140625 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -75246.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75260.593750 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -75260.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75270.546875 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -75270.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75275.929688 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -75275.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75280.273438 Penalty: 2208.240723
	Iteration 10Q: 3 clusters Score -75280.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75284.132812 Penalty: 2208.240723
	Iteration 11Q: 3 clusters Score -75284.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75286.835938 Penalty: 2208.240723
	Iteration 12Q: 3 clusters Score -75286.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75288.304688 Penalty: 2208.240723
	Iteration 13Q: 3 clusters Score -75288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75288.304688 Penalty: 2208.240723
	Iteration 14F: 3 clusters Score -75288.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Entering Unmasked Estep 
Score: -1527128.625000 Penalty: 1571.975708
	Iteration 0F: 2 clusters Score -1527129 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 8029 members 
Entering Unmasked Estep 
Score: -1516205.875000 Penalty: 3143.951416
	Iteration 0F: 3 clusters Score -1516206 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1520104.375000 Penalty: 3143.951416
	Iteration 1F: 3 clusters Score -1520104 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1520538.750000 Penalty: 3143.951416
	Iteration 2F: 3 clusters Score -1520539 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1521052.875000 Penalty: 3143.951416
	Iteration 3F: 3 clusters Score -1521053 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1521696.875000 Penalty: 3143.951416
	Iteration 4F: 3 clusters Score -1521697 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1522415.250000 Penalty: 3143.951416
	Iteration 5F: 3 clusters Score -1522415 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1523223.250000 Penalty: 3143.951416
	Iteration 6F: 3 clusters Score -1523223 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1524022.500000 Penalty: 3143.951416
	Iteration 7F: 3 clusters Score -1524022 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1524596.375000 Penalty: 3143.951416
	Iteration 8Q: 3 clusters Score -1524596 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1524994.750000 Penalty: 3143.951416
	Iteration 9Q: 3 clusters Score -1524995 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1525203.250000 Penalty: 3143.951416
	Iteration 10Q: 3 clusters Score -1525203 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1525333.000000 Penalty: 3143.951416
	Iteration 11Q: 3 clusters Score -1525333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1525413.375000 Penalty: 3143.951416
	Iteration 12Q: 3 clusters Score -1525413 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1525464.375000 Penalty: 3143.951416
	Iteration 13Q: 3 clusters Score -1525464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1525519.750000 Penalty: 3143.951416
	Iteration 14Q: 3 clusters Score -1525520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1525577.500000 Penalty: 3143.951416
	Iteration 15Q: 3 clusters Score -1525578 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1525648.750000 Penalty: 3143.951416
	Iteration 16Q: 3 clusters Score -1525649 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1525733.500000 Penalty: 3143.951416
	Iteration 17Q: 3 clusters Score -1525734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1525826.750000 Penalty: 3143.951416
	Iteration 18Q: 3 clusters Score -1525827 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1525882.500000 Penalty: 3143.951416
	Iteration 19Q: 3 clusters Score -1525882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1525952.125000 Penalty: 3143.951416
	Iteration 20F: 3 clusters Score -1525952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1526011.250000 Penalty: 3143.951416
	Iteration 21Q: 3 clusters Score -1526011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1526049.000000 Penalty: 3143.951416
	Iteration 22Q: 3 clusters Score -1526049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1526078.250000 Penalty: 3143.951416
	Iteration 23Q: 3 clusters Score -1526078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1526100.625000 Penalty: 3143.951416
	Iteration 24Q: 3 clusters Score -1526101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1526125.125000 Penalty: 3143.951416
	Iteration 25Q: 3 clusters Score -1526125 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1526145.375000 Penalty: 3143.951416
	Iteration 26Q: 3 clusters Score -1526145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1526160.000000 Penalty: 3143.951416
	Iteration 27Q: 3 clusters Score -1526160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1526161.375000 Penalty: 3143.951416
	Iteration 28Q: 3 clusters Score -1526161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1526166.625000 Penalty: 3143.951416
	Iteration 29Q: 3 clusters Score -1526167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1526174.375000 Penalty: 3143.951416
	Iteration 30Q: 3 clusters Score -1526174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1526177.875000 Penalty: 3143.951416
	Iteration 31Q: 3 clusters Score -1526178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1526184.250000 Penalty: 3143.951416
	Iteration 32Q: 3 clusters Score -1526184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1526186.625000 Penalty: 3143.951416
	Iteration 33Q: 3 clusters Score -1526187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1526186.500000 Penalty: 3143.951416
	Iteration 34Q: 3 clusters Score -1526186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1526190.250000 Penalty: 3143.951416
	Iteration 35Q: 3 clusters Score -1526190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1526188.625000 Penalty: 3143.951416
	Iteration 36Q: 3 clusters Score -1526189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1526190.625000 Penalty: 3143.951416
	Iteration 37Q: 3 clusters Score -1526191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1526194.000000 Penalty: 3143.951416
	Iteration 38Q: 3 clusters Score -1526194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1526197.625000 Penalty: 3143.951416
	Iteration 39Q: 3 clusters Score -1526198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1526200.750000 Penalty: 3143.951416
	Iteration 40F: 3 clusters Score -1526201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1526200.250000 Penalty: 3143.951416
	Iteration 41Q: 3 clusters Score -1526200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1526201.125000 Penalty: 3143.951416
	Iteration 42Q: 3 clusters Score -1526201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1526200.875000 Penalty: 3143.951416
	Iteration 43Q: 3 clusters Score -1526201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1526202.375000 Penalty: 3143.951416
	Iteration 44Q: 3 clusters Score -1526202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1526202.375000 Penalty: 3143.951416
	Iteration 45Q: 3 clusters Score -1526202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1526207.250000 Penalty: 3143.951416
	Iteration 46Q: 3 clusters Score -1526207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1526210.125000 Penalty: 3143.951416
	Iteration 47Q: 3 clusters Score -1526210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1526208.375000 Penalty: 3143.951416
	Iteration 48Q: 3 clusters Score -1526208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1526210.125000 Penalty: 3143.951416
	Iteration 49Q: 3 clusters Score -1526210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1526205.500000 Penalty: 3143.951416
	Iteration 50Q: 3 clusters Score -1526206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1526206.125000 Penalty: 3143.951416
	Iteration 51Q: 3 clusters Score -1526206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1526206.125000 Penalty: 3143.951416
	Iteration 52Q: 3 clusters Score -1526206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1526206.000000 Penalty: 3143.951416
	Iteration 53Q: 3 clusters Score -1526206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1526205.375000 Penalty: 3143.951416
	Iteration 54Q: 3 clusters Score -1526205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1526205.000000 Penalty: 3143.951416
	Iteration 55Q: 3 clusters Score -1526205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1526205.000000 Penalty: 3143.951416
	Iteration 56F: 3 clusters Score -1526205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Entering Unmasked Estep 
Score: -3057416.750000 Penalty: 1681.687500
	Iteration 0F: 2 clusters Score -3057417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3036602.500000 Penalty: 3363.375000
	Iteration 0F: 3 clusters Score -3036602 nChanged 14374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3044560.750000 Penalty: 3363.375000
	Iteration 1F: 3 clusters Score -3044561 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3044950.000000 Penalty: 3363.375000
	Iteration 2Q: 3 clusters Score -3044950 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3045351.000000 Penalty: 3363.375000
	Iteration 3Q: 3 clusters Score -3045351 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3045799.750000 Penalty: 3363.375000
	Iteration 4Q: 3 clusters Score -3045800 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3046415.000000 Penalty: 3363.375000
	Iteration 5Q: 3 clusters Score -3046415 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3047183.000000 Penalty: 3363.375000
	Iteration 6Q: 3 clusters Score -3047183 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3048177.000000 Penalty: 3363.375000
	Iteration 7F: 3 clusters Score -3048177 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3049341.000000 Penalty: 3363.375000
	Iteration 8F: 3 clusters Score -3049341 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3050554.250000 Penalty: 3363.375000
	Iteration 9F: 3 clusters Score -3050554 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3051733.750000 Penalty: 3363.375000
	Iteration 10F: 3 clusters Score -3051734 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3052829.750000 Penalty: 3363.375000
	Iteration 11Q: 3 clusters Score -3052830 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3053928.750000 Penalty: 3363.375000
	Iteration 12Q: 3 clusters Score -3053929 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3054814.250000 Penalty: 3363.375000
	Iteration 13Q: 3 clusters Score -3054814 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3055344.500000 Penalty: 3363.375000
	Iteration 14Q: 3 clusters Score -3055344 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3055603.750000 Penalty: 3363.375000
	Iteration 15Q: 3 clusters Score -3055604 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3055750.750000 Penalty: 3363.375000
	Iteration 16Q: 3 clusters Score -3055751 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3055821.500000 Penalty: 3363.375000
	Iteration 17Q: 3 clusters Score -3055822 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3055878.000000 Penalty: 3363.375000
	Iteration 18Q: 3 clusters Score -3055878 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3055931.750000 Penalty: 3363.375000
	Iteration 19Q: 3 clusters Score -3055932 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3055958.750000 Penalty: 3363.375000
	Iteration 20F: 3 clusters Score -3055959 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3056005.500000 Penalty: 3363.375000
	Iteration 21Q: 3 clusters Score -3056006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3056040.250000 Penalty: 3363.375000
	Iteration 22Q: 3 clusters Score -3056040 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3056066.250000 Penalty: 3363.375000
	Iteration 23Q: 3 clusters Score -3056066 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3056093.000000 Penalty: 3363.375000
	Iteration 24Q: 3 clusters Score -3056093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3056108.750000 Penalty: 3363.375000
	Iteration 25Q: 3 clusters Score -3056109 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3056123.250000 Penalty: 3363.375000
	Iteration 26Q: 3 clusters Score -3056123 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3056135.250000 Penalty: 3363.375000
	Iteration 27Q: 3 clusters Score -3056135 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3056159.500000 Penalty: 3363.375000
	Iteration 28Q: 3 clusters Score -3056160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3056189.250000 Penalty: 3363.375000
	Iteration 29Q: 3 clusters Score -3056189 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3056194.750000 Penalty: 3363.375000
	Iteration 30Q: 3 clusters Score -3056195 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3056199.500000 Penalty: 3363.375000
	Iteration 31Q: 3 clusters Score -3056200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3056212.500000 Penalty: 3363.375000
	Iteration 32Q: 3 clusters Score -3056212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3056208.750000 Penalty: 3363.375000
	Iteration 33Q: 3 clusters Score -3056209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3056212.000000 Penalty: 3363.375000
	Iteration 34Q: 3 clusters Score -3056212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3056217.500000 Penalty: 3363.375000
	Iteration 35Q: 3 clusters Score -3056218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3056218.250000 Penalty: 3363.375000
	Iteration 36Q: 3 clusters Score -3056218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3056213.250000 Penalty: 3363.375000
	Iteration 37Q: 3 clusters Score -3056213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3056213.750000 Penalty: 3363.375000
	Iteration 38Q: 3 clusters Score -3056214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3056215.500000 Penalty: 3363.375000
	Iteration 39Q: 3 clusters Score -3056216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3056209.000000 Penalty: 3363.375000
	Iteration 40F: 3 clusters Score -3056209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3056220.000000 Penalty: 3363.375000
	Iteration 41Q: 3 clusters Score -3056220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3056235.000000 Penalty: 3363.375000
	Iteration 42Q: 3 clusters Score -3056235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3056233.750000 Penalty: 3363.375000
	Iteration 43Q: 3 clusters Score -3056234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3056238.500000 Penalty: 3363.375000
	Iteration 44Q: 3 clusters Score -3056238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3056240.750000 Penalty: 3363.375000
	Iteration 45Q: 3 clusters Score -3056241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3056238.250000 Penalty: 3363.375000
	Iteration 46Q: 3 clusters Score -3056238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3056238.250000 Penalty: 3363.375000
	Iteration 47Q: 3 clusters Score -3056238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3056238.750000 Penalty: 3363.375000
	Iteration 48Q: 3 clusters Score -3056239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3056240.750000 Penalty: 3363.375000
	Iteration 49Q: 3 clusters Score -3056241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3056241.500000 Penalty: 3363.375000
	Iteration 50Q: 3 clusters Score -3056242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3056250.000000 Penalty: 3363.375000
	Iteration 51Q: 3 clusters Score -3056250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3056240.500000 Penalty: 3363.375000
	Iteration 52Q: 3 clusters Score -3056240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3056235.750000 Penalty: 3363.375000
	Iteration 53Q: 3 clusters Score -3056236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3056231.750000 Penalty: 3363.375000
	Iteration 54Q: 3 clusters Score -3056232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3056229.000000 Penalty: 3363.375000
	Iteration 55Q: 3 clusters Score -3056229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3056224.500000 Penalty: 3363.375000
	Iteration 56Q: 3 clusters Score -3056224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3056230.750000 Penalty: 3363.375000
	Iteration 57Q: 3 clusters Score -3056231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3056237.250000 Penalty: 3363.375000
	Iteration 58Q: 3 clusters Score -3056237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3056236.000000 Penalty: 3363.375000
	Iteration 59Q: 3 clusters Score -3056236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3056230.250000 Penalty: 3363.375000
	Iteration 60F: 3 clusters Score -3056230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3056226.500000 Penalty: 3363.375000
	Iteration 61Q: 3 clusters Score -3056226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3056223.750000 Penalty: 3363.375000
	Iteration 62Q: 3 clusters Score -3056224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3056227.000000 Penalty: 3363.375000
	Iteration 63Q: 3 clusters Score -3056227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3056225.000000 Penalty: 3363.375000
	Iteration 64Q: 3 clusters Score -3056225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3056227.500000 Penalty: 3363.375000
	Iteration 65Q: 3 clusters Score -3056228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3056233.500000 Penalty: 3363.375000
	Iteration 66Q: 3 clusters Score -3056234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3056232.250000 Penalty: 3363.375000
	Iteration 67Q: 3 clusters Score -3056232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3056222.500000 Penalty: 3363.375000
	Iteration 68Q: 3 clusters Score -3056222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3056224.750000 Penalty: 3363.375000
	Iteration 69Q: 3 clusters Score -3056225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3056226.500000 Penalty: 3363.375000
	Iteration 70Q: 3 clusters Score -3056226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3056230.500000 Penalty: 3363.375000
	Iteration 71Q: 3 clusters Score -3056230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3056230.000000 Penalty: 3363.375000
	Iteration 72Q: 3 clusters Score -3056230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3056232.500000 Penalty: 3363.375000
	Iteration 73Q: 3 clusters Score -3056232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3056233.250000 Penalty: 3363.375000
	Iteration 74Q: 3 clusters Score -3056233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3056228.000000 Penalty: 3363.375000
	Iteration 75Q: 3 clusters Score -3056228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3056234.000000 Penalty: 3363.375000
	Iteration 76Q: 3 clusters Score -3056234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3056235.000000 Penalty: 3363.375000
	Iteration 77Q: 3 clusters Score -3056235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3056238.000000 Penalty: 3363.375000
	Iteration 78Q: 3 clusters Score -3056238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3056230.000000 Penalty: 3363.375000
	Iteration 79Q: 3 clusters Score -3056230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3056222.000000 Penalty: 3363.375000
	Iteration 80F: 3 clusters Score -3056222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3056224.000000 Penalty: 3363.375000
	Iteration 81Q: 3 clusters Score -3056224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3056235.250000 Penalty: 3363.375000
	Iteration 82Q: 3 clusters Score -3056235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3056230.750000 Penalty: 3363.375000
	Iteration 83Q: 3 clusters Score -3056231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3056229.250000 Penalty: 3363.375000
	Iteration 84Q: 3 clusters Score -3056229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3056236.000000 Penalty: 3363.375000
	Iteration 85Q: 3 clusters Score -3056236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3056228.750000 Penalty: 3363.375000
	Iteration 86Q: 3 clusters Score -3056229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3056234.750000 Penalty: 3363.375000
	Iteration 87Q: 3 clusters Score -3056235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3056238.250000 Penalty: 3363.375000
	Iteration 88Q: 3 clusters Score -3056238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3056244.250000 Penalty: 3363.375000
	Iteration 89Q: 3 clusters Score -3056244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3056238.750000 Penalty: 3363.375000
	Iteration 90Q: 3 clusters Score -3056239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3056253.000000 Penalty: 3363.375000
	Iteration 91Q: 3 clusters Score -3056253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3056242.250000 Penalty: 3363.375000
	Iteration 92Q: 3 clusters Score -3056242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3056234.750000 Penalty: 3363.375000
	Iteration 93Q: 3 clusters Score -3056235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3056229.500000 Penalty: 3363.375000
	Iteration 94Q: 3 clusters Score -3056230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3056233.000000 Penalty: 3363.375000
	Iteration 95Q: 3 clusters Score -3056233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3056229.250000 Penalty: 3363.375000
	Iteration 96Q: 3 clusters Score -3056229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3056228.750000 Penalty: 3363.375000
	Iteration 97Q: 3 clusters Score -3056229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3056231.000000 Penalty: 3363.375000
	Iteration 98Q: 3 clusters Score -3056231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3056238.000000 Penalty: 3363.375000
	Iteration 99Q: 3 clusters Score -3056238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3056233.250000 Penalty: 3363.375000
	Iteration 100F: 3 clusters Score -3056233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3056233.500000 Penalty: 3363.375000
	Iteration 101Q: 3 clusters Score -3056234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3056230.500000 Penalty: 3363.375000
	Iteration 102Q: 3 clusters Score -3056230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3056230.000000 Penalty: 3363.375000
	Iteration 103Q: 3 clusters Score -3056230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3056230.750000 Penalty: 3363.375000
	Iteration 104Q: 3 clusters Score -3056231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3056231.500000 Penalty: 3363.375000
	Iteration 105Q: 3 clusters Score -3056232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3056233.500000 Penalty: 3363.375000
	Iteration 106Q: 3 clusters Score -3056234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3056235.000000 Penalty: 3363.375000
	Iteration 107Q: 3 clusters Score -3056235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3056236.750000 Penalty: 3363.375000
	Iteration 108Q: 3 clusters Score -3056237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3056239.250000 Penalty: 3363.375000
	Iteration 109Q: 3 clusters Score -3056239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3056239.000000 Penalty: 3363.375000
	Iteration 110Q: 3 clusters Score -3056239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3056234.750000 Penalty: 3363.375000
	Iteration 111Q: 3 clusters Score -3056235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3056229.500000 Penalty: 3363.375000
	Iteration 112Q: 3 clusters Score -3056230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3056225.250000 Penalty: 3363.375000
	Iteration 113Q: 3 clusters Score -3056225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3056227.000000 Penalty: 3363.375000
	Iteration 114Q: 3 clusters Score -3056227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3056229.000000 Penalty: 3363.375000
	Iteration 115Q: 3 clusters Score -3056229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3056227.000000 Penalty: 3363.375000
	Iteration 116Q: 3 clusters Score -3056227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3056227.000000 Penalty: 3363.375000
	Iteration 117F: 3 clusters Score -3056227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -130589.210938 Penalty: 1205.259155
	Iteration 0F: 2 clusters Score -130589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -128793.273438 Penalty: 2410.518311
	Iteration 0F: 3 clusters Score -128793.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -129368.882812 Penalty: 2410.518311
	Iteration 1F: 3 clusters Score -129368.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -129678.414062 Penalty: 2410.518311
	Iteration 2F: 3 clusters Score -129678.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -129942.382812 Penalty: 2410.518311
	Iteration 3F: 3 clusters Score -129942.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -130117.007812 Penalty: 2410.518311
	Iteration 4F: 3 clusters Score -130117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -130278.695312 Penalty: 2410.518311
	Iteration 5F: 3 clusters Score -130278.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -130432.164062 Penalty: 2410.518311
	Iteration 6Q: 3 clusters Score -130432.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -130529.773438 Penalty: 2410.518311
	Iteration 7Q: 3 clusters Score -130529.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130616.500000 Penalty: 2410.518311
	Iteration 8Q: 3 clusters Score -130616.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -130647.601562 Penalty: 2410.518311
	Iteration 9Q: 3 clusters Score -130647.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130665.734375 Penalty: 2410.518311
	Iteration 10Q: 3 clusters Score -130665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -130675.554688 Penalty: 2410.518311
	Iteration 11Q: 3 clusters Score -130675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -130685.140625 Penalty: 2410.518311
	Iteration 12Q: 3 clusters Score -130685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -130696.078125 Penalty: 2410.518311
	Iteration 13Q: 3 clusters Score -130696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -130699.078125 Penalty: 2410.518311
	Iteration 14Q: 3 clusters Score -130699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -130701.125000 Penalty: 2410.518311
	Iteration 15Q: 3 clusters Score -130701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -130702.093750 Penalty: 2410.518311
	Iteration 16Q: 3 clusters Score -130702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130702.718750 Penalty: 2410.518311
	Iteration 17Q: 3 clusters Score -130702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130703.203125 Penalty: 2410.518311
	Iteration 18Q: 3 clusters Score -130703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130703.203125 Penalty: 2410.518311
	Iteration 19F: 3 clusters Score -130703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35139 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 22838 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 18536 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48838 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17073 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22686 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19878 members 
Mstep: Class 26 contains 7622 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 15894 members 
Mstep: Class 29 contains 31221 members 
Mstep: Class 30 contains 878 members 
Mstep: Class 31 contains 37039 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 37989 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 40682 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5475 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 39526 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1805 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 29174 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 786 members 
Entering Unmasked Estep 
Score: -49786060.000000 Penalty: 103005.007812
Splitting cluster 30 changes total score from -49788304.000000 to -49786060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (37039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Entering Unmasked Estep 
Score: -3548836.000000 Penalty: 1709.455566
	Iteration 0F: 2 clusters Score -3548836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3523993.750000 Penalty: 3418.911133
	Iteration 0F: 3 clusters Score -3523994 nChanged 17149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3533520.500000 Penalty: 3418.911133
	Iteration 1F: 3 clusters Score -3533520 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3533987.000000 Penalty: 3418.911133
	Iteration 2Q: 3 clusters Score -3533987 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3534438.750000 Penalty: 3418.911133
	Iteration 3Q: 3 clusters Score -3534439 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3534918.500000 Penalty: 3418.911133
	Iteration 4Q: 3 clusters Score -3534918 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3535503.000000 Penalty: 3418.911133
	Iteration 5Q: 3 clusters Score -3535503 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3536098.000000 Penalty: 3418.911133
	Iteration 6Q: 3 clusters Score -3536098 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3536853.000000 Penalty: 3418.911133
	Iteration 7Q: 3 clusters Score -3536853 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3537876.000000 Penalty: 3418.911133
	Iteration 8Q: 3 clusters Score -3537876 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3539230.750000 Penalty: 3418.911133
	Iteration 9F: 3 clusters Score -3539231 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3540655.000000 Penalty: 3418.911133
	Iteration 10F: 3 clusters Score -3540655 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3541575.250000 Penalty: 3418.911133
	Iteration 11Q: 3 clusters Score -3541575 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3541938.500000 Penalty: 3418.911133
	Iteration 12Q: 3 clusters Score -3541938 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3542087.000000 Penalty: 3418.911133
	Iteration 13Q: 3 clusters Score -3542087 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3542179.250000 Penalty: 3418.911133
	Iteration 14Q: 3 clusters Score -3542179 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3542253.500000 Penalty: 3418.911133
	Iteration 15Q: 3 clusters Score -3542254 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3542315.000000 Penalty: 3418.911133
	Iteration 16Q: 3 clusters Score -3542315 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3542367.000000 Penalty: 3418.911133
	Iteration 17Q: 3 clusters Score -3542367 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3542403.000000 Penalty: 3418.911133
	Iteration 18Q: 3 clusters Score -3542403 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3542438.000000 Penalty: 3418.911133
	Iteration 19Q: 3 clusters Score -3542438 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3542480.000000 Penalty: 3418.911133
	Iteration 20F: 3 clusters Score -3542480 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3542516.000000 Penalty: 3418.911133
	Iteration 21Q: 3 clusters Score -3542516 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3542575.500000 Penalty: 3418.911133
	Iteration 22Q: 3 clusters Score -3542576 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3542623.500000 Penalty: 3418.911133
	Iteration 23Q: 3 clusters Score -3542624 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3542642.750000 Penalty: 3418.911133
	Iteration 24Q: 3 clusters Score -3542643 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3542703.500000 Penalty: 3418.911133
	Iteration 25Q: 3 clusters Score -3542704 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3542762.000000 Penalty: 3418.911133
	Iteration 26Q: 3 clusters Score -3542762 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3542829.000000 Penalty: 3418.911133
	Iteration 27Q: 3 clusters Score -3542829 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3542901.000000 Penalty: 3418.911133
	Iteration 28Q: 3 clusters Score -3542901 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3542956.000000 Penalty: 3418.911133
	Iteration 29Q: 3 clusters Score -3542956 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3543003.250000 Penalty: 3418.911133
	Iteration 30Q: 3 clusters Score -3543003 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3543046.000000 Penalty: 3418.911133
	Iteration 31Q: 3 clusters Score -3543046 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3543109.500000 Penalty: 3418.911133
	Iteration 32Q: 3 clusters Score -3543110 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3543191.000000 Penalty: 3418.911133
	Iteration 33Q: 3 clusters Score -3543191 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3543299.500000 Penalty: 3418.911133
	Iteration 34Q: 3 clusters Score -3543300 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3543357.500000 Penalty: 3418.911133
	Iteration 35Q: 3 clusters Score -3543358 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3543427.250000 Penalty: 3418.911133
	Iteration 36Q: 3 clusters Score -3543427 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3543510.500000 Penalty: 3418.911133
	Iteration 37Q: 3 clusters Score -3543510 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3543567.750000 Penalty: 3418.911133
	Iteration 38Q: 3 clusters Score -3543568 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3543656.000000 Penalty: 3418.911133
	Iteration 39Q: 3 clusters Score -3543656 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3543770.750000 Penalty: 3418.911133
	Iteration 40F: 3 clusters Score -3543771 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3543863.250000 Penalty: 3418.911133
	Iteration 41Q: 3 clusters Score -3543863 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3543958.250000 Penalty: 3418.911133
	Iteration 42Q: 3 clusters Score -3543958 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3544044.500000 Penalty: 3418.911133
	Iteration 43Q: 3 clusters Score -3544044 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3544140.000000 Penalty: 3418.911133
	Iteration 44Q: 3 clusters Score -3544140 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3544210.250000 Penalty: 3418.911133
	Iteration 45Q: 3 clusters Score -3544210 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3544320.500000 Penalty: 3418.911133
	Iteration 46Q: 3 clusters Score -3544320 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3544433.500000 Penalty: 3418.911133
	Iteration 47Q: 3 clusters Score -3544434 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3544547.750000 Penalty: 3418.911133
	Iteration 48Q: 3 clusters Score -3544548 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3544678.000000 Penalty: 3418.911133
	Iteration 49Q: 3 clusters Score -3544678 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3544829.250000 Penalty: 3418.911133
	Iteration 50Q: 3 clusters Score -3544829 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3544977.250000 Penalty: 3418.911133
	Iteration 51Q: 3 clusters Score -3544977 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3545122.000000 Penalty: 3418.911133
	Iteration 52Q: 3 clusters Score -3545122 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3545292.750000 Penalty: 3418.911133
	Iteration 53Q: 3 clusters Score -3545293 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3545452.250000 Penalty: 3418.911133
	Iteration 54Q: 3 clusters Score -3545452 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3545648.750000 Penalty: 3418.911133
	Iteration 55Q: 3 clusters Score -3545649 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3545831.250000 Penalty: 3418.911133
	Iteration 56Q: 3 clusters Score -3545831 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3545969.750000 Penalty: 3418.911133
	Iteration 57Q: 3 clusters Score -3545970 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3546163.750000 Penalty: 3418.911133
	Iteration 58Q: 3 clusters Score -3546164 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3546426.250000 Penalty: 3418.911133
	Iteration 59Q: 3 clusters Score -3546426 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3546650.000000 Penalty: 3418.911133
	Iteration 60F: 3 clusters Score -3546650 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3546844.000000 Penalty: 3418.911133
	Iteration 61Q: 3 clusters Score -3546844 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3547011.000000 Penalty: 3418.911133
	Iteration 62Q: 3 clusters Score -3547011 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3547159.250000 Penalty: 3418.911133
	Iteration 63Q: 3 clusters Score -3547159 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3547266.250000 Penalty: 3418.911133
	Iteration 64Q: 3 clusters Score -3547266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3547341.750000 Penalty: 3418.911133
	Iteration 65Q: 3 clusters Score -3547342 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3547412.500000 Penalty: 3418.911133
	Iteration 66Q: 3 clusters Score -3547412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3547466.750000 Penalty: 3418.911133
	Iteration 67Q: 3 clusters Score -3547467 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3547513.750000 Penalty: 3418.911133
	Iteration 68Q: 3 clusters Score -3547514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3547553.750000 Penalty: 3418.911133
	Iteration 69Q: 3 clusters Score -3547554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3547587.750000 Penalty: 3418.911133
	Iteration 70Q: 3 clusters Score -3547588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3547628.500000 Penalty: 3418.911133
	Iteration 71Q: 3 clusters Score -3547628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3547667.250000 Penalty: 3418.911133
	Iteration 72Q: 3 clusters Score -3547667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3547691.500000 Penalty: 3418.911133
	Iteration 73Q: 3 clusters Score -3547692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3547705.750000 Penalty: 3418.911133
	Iteration 74Q: 3 clusters Score -3547706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3547721.250000 Penalty: 3418.911133
	Iteration 75Q: 3 clusters Score -3547721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3547723.250000 Penalty: 3418.911133
	Iteration 76Q: 3 clusters Score -3547723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3547735.000000 Penalty: 3418.911133
	Iteration 77Q: 3 clusters Score -3547735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3547742.250000 Penalty: 3418.911133
	Iteration 78Q: 3 clusters Score -3547742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3547745.500000 Penalty: 3418.911133
	Iteration 79Q: 3 clusters Score -3547746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3547747.500000 Penalty: 3418.911133
	Iteration 80F: 3 clusters Score -3547748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3547749.500000 Penalty: 3418.911133
	Iteration 81Q: 3 clusters Score -3547750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3547755.000000 Penalty: 3418.911133
	Iteration 82Q: 3 clusters Score -3547755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3547757.000000 Penalty: 3418.911133
	Iteration 83Q: 3 clusters Score -3547757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3547753.250000 Penalty: 3418.911133
	Iteration 84Q: 3 clusters Score -3547753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3547755.000000 Penalty: 3418.911133
	Iteration 85Q: 3 clusters Score -3547755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3547757.250000 Penalty: 3418.911133
	Iteration 86Q: 3 clusters Score -3547757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3547766.000000 Penalty: 3418.911133
	Iteration 87Q: 3 clusters Score -3547766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3547767.250000 Penalty: 3418.911133
	Iteration 88Q: 3 clusters Score -3547767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3547767.250000 Penalty: 3418.911133
	Iteration 89F: 3 clusters Score -3547767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -215745.828125 Penalty: 1261.352783
	Iteration 0F: 2 clusters Score -215745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -213413.875000 Penalty: 2522.705566
	Iteration 0F: 3 clusters Score -213413.9 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -214001.875000 Penalty: 2522.705566
	Iteration 1F: 3 clusters Score -214001.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -214197.640625 Penalty: 2522.705566
	Iteration 2F: 3 clusters Score -214197.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -214321.359375 Penalty: 2522.705566
	Iteration 3F: 3 clusters Score -214321.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -214424.609375 Penalty: 2522.705566
	Iteration 4Q: 3 clusters Score -214424.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -214525.484375 Penalty: 2522.705566
	Iteration 5Q: 3 clusters Score -214525.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -214627.953125 Penalty: 2522.705566
	Iteration 6Q: 3 clusters Score -214628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -214732.531250 Penalty: 2522.705566
	Iteration 7Q: 3 clusters Score -214732.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -214809.140625 Penalty: 2522.705566
	Iteration 8Q: 3 clusters Score -214809.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -214870.921875 Penalty: 2522.705566
	Iteration 9Q: 3 clusters Score -214870.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -214919.562500 Penalty: 2522.705566
	Iteration 10Q: 3 clusters Score -214919.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -214967.765625 Penalty: 2522.705566
	Iteration 11Q: 3 clusters Score -214967.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -215008.218750 Penalty: 2522.705566
	Iteration 12Q: 3 clusters Score -215008.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -215047.046875 Penalty: 2522.705566
	Iteration 13Q: 3 clusters Score -215047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -215105.125000 Penalty: 2522.705566
	Iteration 14Q: 3 clusters Score -215105.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -215147.953125 Penalty: 2522.705566
	Iteration 15Q: 3 clusters Score -215148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -215179.375000 Penalty: 2522.705566
	Iteration 16Q: 3 clusters Score -215179.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -215199.718750 Penalty: 2522.705566
	Iteration 17Q: 3 clusters Score -215199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -215203.875000 Penalty: 2522.705566
	Iteration 18Q: 3 clusters Score -215203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -215206.281250 Penalty: 2522.705566
	Iteration 19Q: 3 clusters Score -215206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -215207.937500 Penalty: 2522.705566
	Iteration 20F: 3 clusters Score -215207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (37989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Entering Unmasked Estep 
Score: -3621128.250000 Penalty: 1713.570923
	Iteration 0F: 2 clusters Score -3621128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3597096.000000 Penalty: 3427.141846
	Iteration 0F: 3 clusters Score -3597096 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3607039.500000 Penalty: 3427.141846
	Iteration 1F: 3 clusters Score -3607040 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3607458.500000 Penalty: 3427.141846
	Iteration 2Q: 3 clusters Score -3607458 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3607834.000000 Penalty: 3427.141846
	Iteration 3Q: 3 clusters Score -3607834 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3608232.500000 Penalty: 3427.141846
	Iteration 4Q: 3 clusters Score -3608232 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3608680.000000 Penalty: 3427.141846
	Iteration 5Q: 3 clusters Score -3608680 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3609268.750000 Penalty: 3427.141846
	Iteration 6Q: 3 clusters Score -3609269 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3610232.250000 Penalty: 3427.141846
	Iteration 7Q: 3 clusters Score -3610232 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3611840.750000 Penalty: 3427.141846
	Iteration 8F: 3 clusters Score -3611841 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -3614223.000000 Penalty: 3427.141846
	Iteration 9F: 3 clusters Score -3614223 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -3616970.500000 Penalty: 3427.141846
	Iteration 10F: 3 clusters Score -3616970 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3618578.000000 Penalty: 3427.141846
	Iteration 11F: 3 clusters Score -3618578 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -3619306.000000 Penalty: 3427.141846
	Iteration 12Q: 3 clusters Score -3619306 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -3619492.000000 Penalty: 3427.141846
	Iteration 13Q: 3 clusters Score -3619492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -3619564.750000 Penalty: 3427.141846
	Iteration 14Q: 3 clusters Score -3619565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -3619616.750000 Penalty: 3427.141846
	Iteration 15Q: 3 clusters Score -3619617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -3619647.250000 Penalty: 3427.141846
	Iteration 16Q: 3 clusters Score -3619647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -3619666.500000 Penalty: 3427.141846
	Iteration 17Q: 3 clusters Score -3619666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -3619683.000000 Penalty: 3427.141846
	Iteration 18Q: 3 clusters Score -3619683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -3619693.250000 Penalty: 3427.141846
	Iteration 19Q: 3 clusters Score -3619693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -3619696.000000 Penalty: 3427.141846
	Iteration 20F: 3 clusters Score -3619696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -552093.312500 Penalty: 1415.234497
	Iteration 0F: 2 clusters Score -552093.3 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 3036 members 
Entering Unmasked Estep 
Score: -547459.937500 Penalty: 2830.468994
	Iteration 0F: 3 clusters Score -547459.9 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -549000.875000 Penalty: 2830.468994
	Iteration 1F: 3 clusters Score -549000.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -549370.500000 Penalty: 2830.468994
	Iteration 2F: 3 clusters Score -549370.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -549710.125000 Penalty: 2830.468994
	Iteration 3F: 3 clusters Score -549710.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -549932.437500 Penalty: 2830.468994
	Iteration 4F: 3 clusters Score -549932.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -550104.875000 Penalty: 2830.468994
	Iteration 5Q: 3 clusters Score -550104.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -550264.875000 Penalty: 2830.468994
	Iteration 6Q: 3 clusters Score -550264.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -550409.500000 Penalty: 2830.468994
	Iteration 7Q: 3 clusters Score -550409.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -550532.500000 Penalty: 2830.468994
	Iteration 8Q: 3 clusters Score -550532.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -550636.500000 Penalty: 2830.468994
	Iteration 9Q: 3 clusters Score -550636.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -550728.062500 Penalty: 2830.468994
	Iteration 10Q: 3 clusters Score -550728.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -550790.250000 Penalty: 2830.468994
	Iteration 11Q: 3 clusters Score -550790.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -550840.812500 Penalty: 2830.468994
	Iteration 12Q: 3 clusters Score -550840.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -550887.937500 Penalty: 2830.468994
	Iteration 13Q: 3 clusters Score -550887.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -550921.375000 Penalty: 2830.468994
	Iteration 14Q: 3 clusters Score -550921.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -550951.500000 Penalty: 2830.468994
	Iteration 15Q: 3 clusters Score -550951.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -550975.812500 Penalty: 2830.468994
	Iteration 16Q: 3 clusters Score -550975.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -550996.125000 Penalty: 2830.468994
	Iteration 17Q: 3 clusters Score -550996.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -551014.687500 Penalty: 2830.468994
	Iteration 18Q: 3 clusters Score -551014.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -551031.062500 Penalty: 2830.468994
	Iteration 19Q: 3 clusters Score -551031.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -551047.750000 Penalty: 2830.468994
	Iteration 20F: 3 clusters Score -551047.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -551060.500000 Penalty: 2830.468994
	Iteration 21Q: 3 clusters Score -551060.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -551072.750000 Penalty: 2830.468994
	Iteration 22Q: 3 clusters Score -551072.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -551092.500000 Penalty: 2830.468994
	Iteration 23Q: 3 clusters Score -551092.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -551124.500000 Penalty: 2830.468994
	Iteration 24Q: 3 clusters Score -551124.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -551173.875000 Penalty: 2830.468994
	Iteration 25Q: 3 clusters Score -551173.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -551218.312500 Penalty: 2830.468994
	Iteration 26Q: 3 clusters Score -551218.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -551264.000000 Penalty: 2830.468994
	Iteration 27Q: 3 clusters Score -551264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -551290.312500 Penalty: 2830.468994
	Iteration 28Q: 3 clusters Score -551290.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -551303.312500 Penalty: 2830.468994
	Iteration 29Q: 3 clusters Score -551303.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -551311.312500 Penalty: 2830.468994
	Iteration 30Q: 3 clusters Score -551311.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -551314.312500 Penalty: 2830.468994
	Iteration 31Q: 3 clusters Score -551314.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -551316.750000 Penalty: 2830.468994
	Iteration 32Q: 3 clusters Score -551316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -551316.750000 Penalty: 2830.468994
	Iteration 33Q: 3 clusters Score -551316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -551318.187500 Penalty: 2830.468994
	Iteration 34Q: 3 clusters Score -551318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -551318.187500 Penalty: 2830.468994
	Iteration 35F: 3 clusters Score -551318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Entering Unmasked Estep 
Score: -3907768.750000 Penalty: 1724.700317
	Iteration 0F: 2 clusters Score -3907769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3883243.250000 Penalty: 3449.400635
	Iteration 0F: 3 clusters Score -3883243 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3893729.000000 Penalty: 3449.400635
	Iteration 1F: 3 clusters Score -3893729 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3894110.750000 Penalty: 3449.400635
	Iteration 2Q: 3 clusters Score -3894111 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3894465.500000 Penalty: 3449.400635
	Iteration 3Q: 3 clusters Score -3894466 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3894846.750000 Penalty: 3449.400635
	Iteration 4Q: 3 clusters Score -3894847 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3895282.500000 Penalty: 3449.400635
	Iteration 5Q: 3 clusters Score -3895282 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3895770.750000 Penalty: 3449.400635
	Iteration 6Q: 3 clusters Score -3895771 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3896350.250000 Penalty: 3449.400635
	Iteration 7Q: 3 clusters Score -3896350 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3897079.500000 Penalty: 3449.400635
	Iteration 8Q: 3 clusters Score -3897080 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3897838.000000 Penalty: 3449.400635
	Iteration 9Q: 3 clusters Score -3897838 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3898602.250000 Penalty: 3449.400635
	Iteration 10Q: 3 clusters Score -3898602 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3899416.500000 Penalty: 3449.400635
	Iteration 11Q: 3 clusters Score -3899416 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3900273.000000 Penalty: 3449.400635
	Iteration 12Q: 3 clusters Score -3900273 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3901200.250000 Penalty: 3449.400635
	Iteration 13Q: 3 clusters Score -3901200 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3902267.750000 Penalty: 3449.400635
	Iteration 14Q: 3 clusters Score -3902268 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3903394.000000 Penalty: 3449.400635
	Iteration 15Q: 3 clusters Score -3903394 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3904426.500000 Penalty: 3449.400635
	Iteration 16Q: 3 clusters Score -3904426 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3905085.500000 Penalty: 3449.400635
	Iteration 17Q: 3 clusters Score -3905086 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3905581.250000 Penalty: 3449.400635
	Iteration 18Q: 3 clusters Score -3905581 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3905968.000000 Penalty: 3449.400635
	Iteration 19Q: 3 clusters Score -3905968 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3906250.000000 Penalty: 3449.400635
	Iteration 20F: 3 clusters Score -3906250 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3906402.500000 Penalty: 3449.400635
	Iteration 21Q: 3 clusters Score -3906402 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3906489.250000 Penalty: 3449.400635
	Iteration 22Q: 3 clusters Score -3906489 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3906542.250000 Penalty: 3449.400635
	Iteration 23Q: 3 clusters Score -3906542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3906538.000000 Penalty: 3449.400635
	Iteration 24Q: 3 clusters Score -3906538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3906537.250000 Penalty: 3449.400635
	Iteration 25Q: 3 clusters Score -3906537 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3906536.750000 Penalty: 3449.400635
	Iteration 26Q: 3 clusters Score -3906537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3906549.250000 Penalty: 3449.400635
	Iteration 27Q: 3 clusters Score -3906549 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3906548.000000 Penalty: 3449.400635
	Iteration 28Q: 3 clusters Score -3906548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3906555.000000 Penalty: 3449.400635
	Iteration 29Q: 3 clusters Score -3906555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3906555.250000 Penalty: 3449.400635
	Iteration 30Q: 3 clusters Score -3906555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3906552.500000 Penalty: 3449.400635
	Iteration 31Q: 3 clusters Score -3906552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3906539.500000 Penalty: 3449.400635
	Iteration 32Q: 3 clusters Score -3906540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3906535.000000 Penalty: 3449.400635
	Iteration 33Q: 3 clusters Score -3906535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3906529.750000 Penalty: 3449.400635
	Iteration 34Q: 3 clusters Score -3906530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3906521.750000 Penalty: 3449.400635
	Iteration 35Q: 3 clusters Score -3906522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3906516.750000 Penalty: 3449.400635
	Iteration 36Q: 3 clusters Score -3906517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3906524.750000 Penalty: 3449.400635
	Iteration 37Q: 3 clusters Score -3906525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3906527.000000 Penalty: 3449.400635
	Iteration 38Q: 3 clusters Score -3906527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3906529.750000 Penalty: 3449.400635
	Iteration 39Q: 3 clusters Score -3906530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3906526.500000 Penalty: 3449.400635
	Iteration 40F: 3 clusters Score -3906526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3906531.250000 Penalty: 3449.400635
	Iteration 41Q: 3 clusters Score -3906531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3906524.000000 Penalty: 3449.400635
	Iteration 42Q: 3 clusters Score -3906524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3906518.500000 Penalty: 3449.400635
	Iteration 43Q: 3 clusters Score -3906518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3906514.500000 Penalty: 3449.400635
	Iteration 44Q: 3 clusters Score -3906514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3906517.000000 Penalty: 3449.400635
	Iteration 45Q: 3 clusters Score -3906517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3906523.750000 Penalty: 3449.400635
	Iteration 46Q: 3 clusters Score -3906524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3906531.000000 Penalty: 3449.400635
	Iteration 47Q: 3 clusters Score -3906531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3906527.500000 Penalty: 3449.400635
	Iteration 48Q: 3 clusters Score -3906528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3906526.500000 Penalty: 3449.400635
	Iteration 49Q: 3 clusters Score -3906526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3906532.250000 Penalty: 3449.400635
	Iteration 50Q: 3 clusters Score -3906532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3906529.500000 Penalty: 3449.400635
	Iteration 51Q: 3 clusters Score -3906530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3906528.750000 Penalty: 3449.400635
	Iteration 52Q: 3 clusters Score -3906529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3906528.750000 Penalty: 3449.400635
	Iteration 53Q: 3 clusters Score -3906529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3906528.000000 Penalty: 3449.400635
	Iteration 54Q: 3 clusters Score -3906528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3906529.750000 Penalty: 3449.400635
	Iteration 55Q: 3 clusters Score -3906530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3906532.500000 Penalty: 3449.400635
	Iteration 56Q: 3 clusters Score -3906532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3906526.000000 Penalty: 3449.400635
	Iteration 57Q: 3 clusters Score -3906526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3906526.000000 Penalty: 3449.400635
	Iteration 58F: 3 clusters Score -3906526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -128836.671875 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -128836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127080.500000 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -127080.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127502.937500 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -127502.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -127613.289062 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -127613.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127679.539062 Penalty: 2365.778564
	Iteration 3Q: 3 clusters Score -127679.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -127755.679688 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -127755.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -127816.789062 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -127816.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127854.875000 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -127854.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -127881.132812 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -127881.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127906.859375 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -127906.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127930.562500 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -127930.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127949.617188 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -127949.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -127970.359375 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -127970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127986.914062 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -127986.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127996.296875 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -127996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127999.578125 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -127999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128000.695312 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -128000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128000.695312 Penalty: 2365.778564
	Iteration 16F: 3 clusters Score -128000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -87527.531250 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -87527.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86120.078125 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -86120.08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86546.820312 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -86546.82 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -86722.960938 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -86722.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86800.210938 Penalty: 2281.271484
	Iteration 3F: 3 clusters Score -86800.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -86845.960938 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -86845.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -86894.437500 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -86894.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86918.484375 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -86918.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -86932.367188 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -86932.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -86935.992188 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -86935.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86940.492188 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -86940.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86948.328125 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -86948.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86952.781250 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -86952.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86956.398438 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -86956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86960.562500 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -86960.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86962.593750 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -86962.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86963.414062 Penalty: 2281.271484
	Iteration 15Q: 3 clusters Score -86963.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86963.835938 Penalty: 2281.271484
	Iteration 16Q: 3 clusters Score -86963.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86964.078125 Penalty: 2281.271484
	Iteration 17Q: 3 clusters Score -86964.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86964.750000 Penalty: 2281.271484
	Iteration 18Q: 3 clusters Score -86964.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86964.750000 Penalty: 2281.271484
	Iteration 19F: 3 clusters Score -86964.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Entering Unmasked Estep 
Score: -497862.031250 Penalty: 1398.791504
	Iteration 0F: 2 clusters Score -497862 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 2705 members 
Entering Unmasked Estep 
Score: -493626.781250 Penalty: 2797.583008
	Iteration 0F: 3 clusters Score -493626.8 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -494839.906250 Penalty: 2797.583008
	Iteration 1F: 3 clusters Score -494839.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -495042.687500 Penalty: 2797.583008
	Iteration 2F: 3 clusters Score -495042.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -495191.250000 Penalty: 2797.583008
	Iteration 3F: 3 clusters Score -495191.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -495350.218750 Penalty: 2797.583008
	Iteration 4Q: 3 clusters Score -495350.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -495515.281250 Penalty: 2797.583008
	Iteration 5Q: 3 clusters Score -495515.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -495671.343750 Penalty: 2797.583008
	Iteration 6Q: 3 clusters Score -495671.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -495842.843750 Penalty: 2797.583008
	Iteration 7Q: 3 clusters Score -495842.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -495993.375000 Penalty: 2797.583008
	Iteration 8Q: 3 clusters Score -495993.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -496114.312500 Penalty: 2797.583008
	Iteration 9Q: 3 clusters Score -496114.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -496223.625000 Penalty: 2797.583008
	Iteration 10Q: 3 clusters Score -496223.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -496294.500000 Penalty: 2797.583008
	Iteration 11Q: 3 clusters Score -496294.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -496336.312500 Penalty: 2797.583008
	Iteration 12Q: 3 clusters Score -496336.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -496364.812500 Penalty: 2797.583008
	Iteration 13Q: 3 clusters Score -496364.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -496388.937500 Penalty: 2797.583008
	Iteration 14Q: 3 clusters Score -496388.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -496405.125000 Penalty: 2797.583008
	Iteration 15Q: 3 clusters Score -496405.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -496422.375000 Penalty: 2797.583008
	Iteration 16Q: 3 clusters Score -496422.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -496434.562500 Penalty: 2797.583008
	Iteration 17Q: 3 clusters Score -496434.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -496445.968750 Penalty: 2797.583008
	Iteration 18Q: 3 clusters Score -496446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -496453.468750 Penalty: 2797.583008
	Iteration 19Q: 3 clusters Score -496453.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -496458.281250 Penalty: 2797.583008
	Iteration 20F: 3 clusters Score -496458.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -496461.843750 Penalty: 2797.583008
	Iteration 21Q: 3 clusters Score -496461.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -496465.062500 Penalty: 2797.583008
	Iteration 22Q: 3 clusters Score -496465.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -496467.843750 Penalty: 2797.583008
	Iteration 23Q: 3 clusters Score -496467.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -496472.562500 Penalty: 2797.583008
	Iteration 24Q: 3 clusters Score -496472.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -496481.343750 Penalty: 2797.583008
	Iteration 25Q: 3 clusters Score -496481.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -496489.468750 Penalty: 2797.583008
	Iteration 26Q: 3 clusters Score -496489.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -496495.375000 Penalty: 2797.583008
	Iteration 27Q: 3 clusters Score -496495.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -496499.656250 Penalty: 2797.583008
	Iteration 28Q: 3 clusters Score -496499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -496503.375000 Penalty: 2797.583008
	Iteration 29Q: 3 clusters Score -496503.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -496505.968750 Penalty: 2797.583008
	Iteration 30Q: 3 clusters Score -496506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -496507.125000 Penalty: 2797.583008
	Iteration 31Q: 3 clusters Score -496507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -496508.968750 Penalty: 2797.583008
	Iteration 32Q: 3 clusters Score -496509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -496510.593750 Penalty: 2797.583008
	Iteration 33Q: 3 clusters Score -496510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -496510.312500 Penalty: 2797.583008
	Iteration 34Q: 3 clusters Score -496510.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -496511.406250 Penalty: 2797.583008
	Iteration 35Q: 3 clusters Score -496511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -496512.843750 Penalty: 2797.583008
	Iteration 36Q: 3 clusters Score -496512.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -496515.750000 Penalty: 2797.583008
	Iteration 37Q: 3 clusters Score -496515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -496516.906250 Penalty: 2797.583008
	Iteration 38Q: 3 clusters Score -496516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -496517.812500 Penalty: 2797.583008
	Iteration 39Q: 3 clusters Score -496517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -496519.125000 Penalty: 2797.583008
	Iteration 40F: 3 clusters Score -496519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -496520.750000 Penalty: 2797.583008
	Iteration 41Q: 3 clusters Score -496520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -496521.906250 Penalty: 2797.583008
	Iteration 42Q: 3 clusters Score -496521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -496524.468750 Penalty: 2797.583008
	Iteration 43Q: 3 clusters Score -496524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -496524.937500 Penalty: 2797.583008
	Iteration 44Q: 3 clusters Score -496524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -496525.031250 Penalty: 2797.583008
	Iteration 45Q: 3 clusters Score -496525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -496525.687500 Penalty: 2797.583008
	Iteration 46Q: 3 clusters Score -496525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -496526.187500 Penalty: 2797.583008
	Iteration 47Q: 3 clusters Score -496526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -496528.093750 Penalty: 2797.583008
	Iteration 48Q: 3 clusters Score -496528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -496527.406250 Penalty: 2797.583008
	Iteration 49Q: 3 clusters Score -496527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -496528.656250 Penalty: 2797.583008
	Iteration 50Q: 3 clusters Score -496528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -496530.093750 Penalty: 2797.583008
	Iteration 51Q: 3 clusters Score -496530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -496532.000000 Penalty: 2797.583008
	Iteration 52Q: 3 clusters Score -496532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -496533.312500 Penalty: 2797.583008
	Iteration 53Q: 3 clusters Score -496533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -496532.718750 Penalty: 2797.583008
	Iteration 54Q: 3 clusters Score -496532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -496533.031250 Penalty: 2797.583008
	Iteration 55Q: 3 clusters Score -496533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -496533.250000 Penalty: 2797.583008
	Iteration 56Q: 3 clusters Score -496533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -496533.531250 Penalty: 2797.583008
	Iteration 57Q: 3 clusters Score -496533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -496535.437500 Penalty: 2797.583008
	Iteration 58Q: 3 clusters Score -496535.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -496538.656250 Penalty: 2797.583008
	Iteration 59Q: 3 clusters Score -496538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -496539.468750 Penalty: 2797.583008
	Iteration 60F: 3 clusters Score -496539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -496541.093750 Penalty: 2797.583008
	Iteration 61Q: 3 clusters Score -496541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -496541.375000 Penalty: 2797.583008
	Iteration 62Q: 3 clusters Score -496541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -496542.656250 Penalty: 2797.583008
	Iteration 63Q: 3 clusters Score -496542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -496543.531250 Penalty: 2797.583008
	Iteration 64Q: 3 clusters Score -496543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -496544.125000 Penalty: 2797.583008
	Iteration 65Q: 3 clusters Score -496544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -496543.968750 Penalty: 2797.583008
	Iteration 66Q: 3 clusters Score -496544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -496544.750000 Penalty: 2797.583008
	Iteration 67Q: 3 clusters Score -496544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -496545.187500 Penalty: 2797.583008
	Iteration 68Q: 3 clusters Score -496545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -496545.187500 Penalty: 2797.583008
	Iteration 69Q: 3 clusters Score -496545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -496546.781250 Penalty: 2797.583008
	Iteration 70Q: 3 clusters Score -496546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -496547.406250 Penalty: 2797.583008
	Iteration 71Q: 3 clusters Score -496547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -496549.156250 Penalty: 2797.583008
	Iteration 72Q: 3 clusters Score -496549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -496551.687500 Penalty: 2797.583008
	Iteration 73Q: 3 clusters Score -496551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -496555.031250 Penalty: 2797.583008
	Iteration 74Q: 3 clusters Score -496555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -496557.656250 Penalty: 2797.583008
	Iteration 75Q: 3 clusters Score -496557.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -496560.656250 Penalty: 2797.583008
	Iteration 76Q: 3 clusters Score -496560.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -496567.062500 Penalty: 2797.583008
	Iteration 77Q: 3 clusters Score -496567.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -496574.156250 Penalty: 2797.583008
	Iteration 78Q: 3 clusters Score -496574.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -496578.125000 Penalty: 2797.583008
	Iteration 79Q: 3 clusters Score -496578.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -496582.687500 Penalty: 2797.583008
	Iteration 80F: 3 clusters Score -496582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -496583.375000 Penalty: 2797.583008
	Iteration 81Q: 3 clusters Score -496583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -496584.843750 Penalty: 2797.583008
	Iteration 82Q: 3 clusters Score -496584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -496586.625000 Penalty: 2797.583008
	Iteration 83Q: 3 clusters Score -496586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -496585.875000 Penalty: 2797.583008
	Iteration 84Q: 3 clusters Score -496585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -496586.250000 Penalty: 2797.583008
	Iteration 85Q: 3 clusters Score -496586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -496586.968750 Penalty: 2797.583008
	Iteration 86Q: 3 clusters Score -496587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -496587.500000 Penalty: 2797.583008
	Iteration 87Q: 3 clusters Score -496587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -496586.968750 Penalty: 2797.583008
	Iteration 88Q: 3 clusters Score -496587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -496588.093750 Penalty: 2797.583008
	Iteration 89Q: 3 clusters Score -496588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -496590.281250 Penalty: 2797.583008
	Iteration 90Q: 3 clusters Score -496590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -496591.156250 Penalty: 2797.583008
	Iteration 91Q: 3 clusters Score -496591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -496592.218750 Penalty: 2797.583008
	Iteration 92Q: 3 clusters Score -496592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -496592.625000 Penalty: 2797.583008
	Iteration 93Q: 3 clusters Score -496592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -496593.875000 Penalty: 2797.583008
	Iteration 94Q: 3 clusters Score -496593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -496598.000000 Penalty: 2797.583008
	Iteration 95Q: 3 clusters Score -496598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -496598.687500 Penalty: 2797.583008
	Iteration 96Q: 3 clusters Score -496598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -496600.093750 Penalty: 2797.583008
	Iteration 97Q: 3 clusters Score -496600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -496602.500000 Penalty: 2797.583008
	Iteration 98Q: 3 clusters Score -496602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -496604.843750 Penalty: 2797.583008
	Iteration 99Q: 3 clusters Score -496604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -496608.531250 Penalty: 2797.583008
	Iteration 100F: 3 clusters Score -496608.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -496610.125000 Penalty: 2797.583008
	Iteration 101Q: 3 clusters Score -496610.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -496612.375000 Penalty: 2797.583008
	Iteration 102Q: 3 clusters Score -496612.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -496613.656250 Penalty: 2797.583008
	Iteration 103Q: 3 clusters Score -496613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -496615.750000 Penalty: 2797.583008
	Iteration 104Q: 3 clusters Score -496615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -496617.187500 Penalty: 2797.583008
	Iteration 105Q: 3 clusters Score -496617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -496617.968750 Penalty: 2797.583008
	Iteration 106Q: 3 clusters Score -496618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -496617.437500 Penalty: 2797.583008
	Iteration 107Q: 3 clusters Score -496617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -496618.812500 Penalty: 2797.583008
	Iteration 108Q: 3 clusters Score -496618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -496620.281250 Penalty: 2797.583008
	Iteration 109Q: 3 clusters Score -496620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -496622.406250 Penalty: 2797.583008
	Iteration 110Q: 3 clusters Score -496622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -496623.812500 Penalty: 2797.583008
	Iteration 111Q: 3 clusters Score -496623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -496626.468750 Penalty: 2797.583008
	Iteration 112Q: 3 clusters Score -496626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -496630.718750 Penalty: 2797.583008
	Iteration 113Q: 3 clusters Score -496630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -496631.437500 Penalty: 2797.583008
	Iteration 114Q: 3 clusters Score -496631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -496633.843750 Penalty: 2797.583008
	Iteration 115Q: 3 clusters Score -496633.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -496637.281250 Penalty: 2797.583008
	Iteration 116Q: 3 clusters Score -496637.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -496641.812500 Penalty: 2797.583008
	Iteration 117Q: 3 clusters Score -496641.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -496647.781250 Penalty: 2797.583008
	Iteration 118Q: 3 clusters Score -496647.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -496652.031250 Penalty: 2797.583008
	Iteration 119Q: 3 clusters Score -496652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -496658.906250 Penalty: 2797.583008
	Iteration 120F: 3 clusters Score -496658.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -496669.718750 Penalty: 2797.583008
	Iteration 121Q: 3 clusters Score -496669.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -496685.843750 Penalty: 2797.583008
	Iteration 122Q: 3 clusters Score -496685.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -496700.625000 Penalty: 2797.583008
	Iteration 123Q: 3 clusters Score -496700.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -496718.062500 Penalty: 2797.583008
	Iteration 124Q: 3 clusters Score -496718.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -496730.593750 Penalty: 2797.583008
	Iteration 125Q: 3 clusters Score -496730.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -496741.968750 Penalty: 2797.583008
	Iteration 126Q: 3 clusters Score -496742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -496759.437500 Penalty: 2797.583008
	Iteration 127Q: 3 clusters Score -496759.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -496770.937500 Penalty: 2797.583008
	Iteration 128Q: 3 clusters Score -496770.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -496778.937500 Penalty: 2797.583008
	Iteration 129Q: 3 clusters Score -496778.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -496785.218750 Penalty: 2797.583008
	Iteration 130Q: 3 clusters Score -496785.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -496789.218750 Penalty: 2797.583008
	Iteration 131Q: 3 clusters Score -496789.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -496793.312500 Penalty: 2797.583008
	Iteration 132Q: 3 clusters Score -496793.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -496794.843750 Penalty: 2797.583008
	Iteration 133Q: 3 clusters Score -496794.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -496798.625000 Penalty: 2797.583008
	Iteration 134Q: 3 clusters Score -496798.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -496801.875000 Penalty: 2797.583008
	Iteration 135Q: 3 clusters Score -496801.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -496806.875000 Penalty: 2797.583008
	Iteration 136Q: 3 clusters Score -496806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -496809.187500 Penalty: 2797.583008
	Iteration 137Q: 3 clusters Score -496809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -496809.625000 Penalty: 2797.583008
	Iteration 138Q: 3 clusters Score -496809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -496810.906250 Penalty: 2797.583008
	Iteration 139Q: 3 clusters Score -496810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -496811.031250 Penalty: 2797.583008
	Iteration 140F: 3 clusters Score -496811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -496811.875000 Penalty: 2797.583008
	Iteration 141Q: 3 clusters Score -496811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -496812.468750 Penalty: 2797.583008
	Iteration 142Q: 3 clusters Score -496812.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -496812.468750 Penalty: 2797.583008
	Iteration 143F: 3 clusters Score -496812.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Entering Unmasked Estep 
Score: -804893.500000 Penalty: 1468.076782
	Iteration 0F: 2 clusters Score -804893.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -798711.812500 Penalty: 2936.153564
	Iteration 0F: 3 clusters Score -798711.8 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -800797.500000 Penalty: 2936.153564
	Iteration 1F: 3 clusters Score -800797.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -801144.312500 Penalty: 2936.153564
	Iteration 2F: 3 clusters Score -801144.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -801486.000000 Penalty: 2936.153564
	Iteration 3F: 3 clusters Score -801486 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -801829.125000 Penalty: 2936.153564
	Iteration 4F: 3 clusters Score -801829.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -802156.312500 Penalty: 2936.153564
	Iteration 5F: 3 clusters Score -802156.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -802490.000000 Penalty: 2936.153564
	Iteration 6F: 3 clusters Score -802490 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -802811.875000 Penalty: 2936.153564
	Iteration 7Q: 3 clusters Score -802811.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -803107.812500 Penalty: 2936.153564
	Iteration 8Q: 3 clusters Score -803107.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -803310.062500 Penalty: 2936.153564
	Iteration 9Q: 3 clusters Score -803310.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -803473.125000 Penalty: 2936.153564
	Iteration 10Q: 3 clusters Score -803473.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -803611.562500 Penalty: 2936.153564
	Iteration 11Q: 3 clusters Score -803611.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -803705.375000 Penalty: 2936.153564
	Iteration 12Q: 3 clusters Score -803705.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -803770.562500 Penalty: 2936.153564
	Iteration 13Q: 3 clusters Score -803770.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -803813.937500 Penalty: 2936.153564
	Iteration 14Q: 3 clusters Score -803813.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -803836.437500 Penalty: 2936.153564
	Iteration 15Q: 3 clusters Score -803836.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -803855.062500 Penalty: 2936.153564
	Iteration 16Q: 3 clusters Score -803855.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -803866.500000 Penalty: 2936.153564
	Iteration 17Q: 3 clusters Score -803866.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -803873.437500 Penalty: 2936.153564
	Iteration 18Q: 3 clusters Score -803873.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -803875.937500 Penalty: 2936.153564
	Iteration 19Q: 3 clusters Score -803875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -803879.750000 Penalty: 2936.153564
	Iteration 20F: 3 clusters Score -803879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -803883.312500 Penalty: 2936.153564
	Iteration 21Q: 3 clusters Score -803883.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -803887.437500 Penalty: 2936.153564
	Iteration 22Q: 3 clusters Score -803887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -803887.812500 Penalty: 2936.153564
	Iteration 23Q: 3 clusters Score -803887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -803887.687500 Penalty: 2936.153564
	Iteration 24Q: 3 clusters Score -803887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -803887.437500 Penalty: 2936.153564
	Iteration 25Q: 3 clusters Score -803887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -803888.375000 Penalty: 2936.153564
	Iteration 26Q: 3 clusters Score -803888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -803888.000000 Penalty: 2936.153564
	Iteration 27Q: 3 clusters Score -803888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -803890.000000 Penalty: 2936.153564
	Iteration 28Q: 3 clusters Score -803890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -803891.000000 Penalty: 2936.153564
	Iteration 29Q: 3 clusters Score -803891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -803890.875000 Penalty: 2936.153564
	Iteration 30Q: 3 clusters Score -803890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -803892.187500 Penalty: 2936.153564
	Iteration 31Q: 3 clusters Score -803892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -803893.312500 Penalty: 2936.153564
	Iteration 32Q: 3 clusters Score -803893.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -803893.562500 Penalty: 2936.153564
	Iteration 33Q: 3 clusters Score -803893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -803894.937500 Penalty: 2936.153564
	Iteration 34Q: 3 clusters Score -803894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -803894.312500 Penalty: 2936.153564
	Iteration 35Q: 3 clusters Score -803894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -803895.437500 Penalty: 2936.153564
	Iteration 36Q: 3 clusters Score -803895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -803894.562500 Penalty: 2936.153564
	Iteration 37Q: 3 clusters Score -803894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -803898.687500 Penalty: 2936.153564
	Iteration 38Q: 3 clusters Score -803898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -803899.687500 Penalty: 2936.153564
	Iteration 39Q: 3 clusters Score -803899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -803900.937500 Penalty: 2936.153564
	Iteration 40F: 3 clusters Score -803900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -803900.500000 Penalty: 2936.153564
	Iteration 41Q: 3 clusters Score -803900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -803901.687500 Penalty: 2936.153564
	Iteration 42Q: 3 clusters Score -803901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -803901.875000 Penalty: 2936.153564
	Iteration 43Q: 3 clusters Score -803901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -803903.250000 Penalty: 2936.153564
	Iteration 44Q: 3 clusters Score -803903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -803905.937500 Penalty: 2936.153564
	Iteration 45Q: 3 clusters Score -803905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -803907.437500 Penalty: 2936.153564
	Iteration 46Q: 3 clusters Score -803907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -803907.625000 Penalty: 2936.153564
	Iteration 47Q: 3 clusters Score -803907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -803908.000000 Penalty: 2936.153564
	Iteration 48Q: 3 clusters Score -803908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -803908.875000 Penalty: 2936.153564
	Iteration 49Q: 3 clusters Score -803908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -803909.250000 Penalty: 2936.153564
	Iteration 50Q: 3 clusters Score -803909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -803909.250000 Penalty: 2936.153564
	Iteration 51F: 3 clusters Score -803909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (39526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Entering Unmasked Estep 
Score: -3840047.500000 Penalty: 1720.015991
	Iteration 0F: 2 clusters Score -3840048 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 19801 members 
Entering Unmasked Estep 
Score: -3817340.500000 Penalty: 3440.031982
	Iteration 0F: 3 clusters Score -3817340 nChanged 18445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3827550.500000 Penalty: 3440.031982
	Iteration 1F: 3 clusters Score -3827550 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3827983.000000 Penalty: 3440.031982
	Iteration 2Q: 3 clusters Score -3827983 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3828354.500000 Penalty: 3440.031982
	Iteration 3Q: 3 clusters Score -3828354 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3828766.500000 Penalty: 3440.031982
	Iteration 4Q: 3 clusters Score -3828766 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3829237.250000 Penalty: 3440.031982
	Iteration 5Q: 3 clusters Score -3829237 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3829782.000000 Penalty: 3440.031982
	Iteration 6Q: 3 clusters Score -3829782 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3830400.750000 Penalty: 3440.031982
	Iteration 7Q: 3 clusters Score -3830401 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3831115.000000 Penalty: 3440.031982
	Iteration 8Q: 3 clusters Score -3831115 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3831912.500000 Penalty: 3440.031982
	Iteration 9Q: 3 clusters Score -3831912 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3832876.500000 Penalty: 3440.031982
	Iteration 10Q: 3 clusters Score -3832876 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3834045.750000 Penalty: 3440.031982
	Iteration 11F: 3 clusters Score -3834046 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3835344.250000 Penalty: 3440.031982
	Iteration 12F: 3 clusters Score -3835344 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3836810.250000 Penalty: 3440.031982
	Iteration 13F: 3 clusters Score -3836810 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3838294.750000 Penalty: 3440.031982
	Iteration 14Q: 3 clusters Score -3838295 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3839232.250000 Penalty: 3440.031982
	Iteration 15Q: 3 clusters Score -3839232 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3839377.750000 Penalty: 3440.031982
	Iteration 16Q: 3 clusters Score -3839378 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3839255.000000 Penalty: 3440.031982
	Iteration 17Q: 3 clusters Score -3839255 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3839119.500000 Penalty: 3440.031982
	Iteration 18Q: 3 clusters Score -3839120 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3839018.000000 Penalty: 3440.031982
	Iteration 19Q: 3 clusters Score -3839018 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3838973.750000 Penalty: 3440.031982
	Iteration 20F: 3 clusters Score -3838974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3838923.250000 Penalty: 3440.031982
	Iteration 21Q: 3 clusters Score -3838923 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3838923.000000 Penalty: 3440.031982
	Iteration 22Q: 3 clusters Score -3838923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3838915.500000 Penalty: 3440.031982
	Iteration 23Q: 3 clusters Score -3838916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3838910.500000 Penalty: 3440.031982
	Iteration 24Q: 3 clusters Score -3838910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3838922.250000 Penalty: 3440.031982
	Iteration 25Q: 3 clusters Score -3838922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3838906.000000 Penalty: 3440.031982
	Iteration 26Q: 3 clusters Score -3838906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3838909.000000 Penalty: 3440.031982
	Iteration 27Q: 3 clusters Score -3838909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3838909.000000 Penalty: 3440.031982
	Iteration 28Q: 3 clusters Score -3838909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3838908.250000 Penalty: 3440.031982
	Iteration 29Q: 3 clusters Score -3838908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3838916.750000 Penalty: 3440.031982
	Iteration 30Q: 3 clusters Score -3838917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3838911.250000 Penalty: 3440.031982
	Iteration 31Q: 3 clusters Score -3838911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3838899.750000 Penalty: 3440.031982
	Iteration 32Q: 3 clusters Score -3838900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3838897.500000 Penalty: 3440.031982
	Iteration 33Q: 3 clusters Score -3838898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3838897.500000 Penalty: 3440.031982
	Iteration 34Q: 3 clusters Score -3838898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3838893.750000 Penalty: 3440.031982
	Iteration 35Q: 3 clusters Score -3838894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3838890.250000 Penalty: 3440.031982
	Iteration 36Q: 3 clusters Score -3838890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3838894.250000 Penalty: 3440.031982
	Iteration 37Q: 3 clusters Score -3838894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3838894.000000 Penalty: 3440.031982
	Iteration 38Q: 3 clusters Score -3838894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3838889.500000 Penalty: 3440.031982
	Iteration 39Q: 3 clusters Score -3838890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3838889.000000 Penalty: 3440.031982
	Iteration 40F: 3 clusters Score -3838889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3838887.250000 Penalty: 3440.031982
	Iteration 41Q: 3 clusters Score -3838887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3838887.000000 Penalty: 3440.031982
	Iteration 42Q: 3 clusters Score -3838887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3838888.500000 Penalty: 3440.031982
	Iteration 43Q: 3 clusters Score -3838888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3838888.750000 Penalty: 3440.031982
	Iteration 44Q: 3 clusters Score -3838889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3838884.500000 Penalty: 3440.031982
	Iteration 45Q: 3 clusters Score -3838884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3838884.500000 Penalty: 3440.031982
	Iteration 46Q: 3 clusters Score -3838884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3838891.250000 Penalty: 3440.031982
	Iteration 47Q: 3 clusters Score -3838891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3838886.000000 Penalty: 3440.031982
	Iteration 48Q: 3 clusters Score -3838886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3838886.000000 Penalty: 3440.031982
	Iteration 49F: 3 clusters Score -3838886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -318825.250000 Penalty: 1329.211182
	Iteration 0F: 2 clusters Score -318825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -315752.750000 Penalty: 2658.422363
	Iteration 0F: 3 clusters Score -315752.8 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -316605.062500 Penalty: 2658.422363
	Iteration 1F: 3 clusters Score -316605.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -316774.468750 Penalty: 2658.422363
	Iteration 2F: 3 clusters Score -316774.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -316865.375000 Penalty: 2658.422363
	Iteration 3Q: 3 clusters Score -316865.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -316934.250000 Penalty: 2658.422363
	Iteration 4Q: 3 clusters Score -316934.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -316997.937500 Penalty: 2658.422363
	Iteration 5Q: 3 clusters Score -316997.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -317061.468750 Penalty: 2658.422363
	Iteration 6Q: 3 clusters Score -317061.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -317115.187500 Penalty: 2658.422363
	Iteration 7Q: 3 clusters Score -317115.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -317165.750000 Penalty: 2658.422363
	Iteration 8Q: 3 clusters Score -317165.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -317207.937500 Penalty: 2658.422363
	Iteration 9Q: 3 clusters Score -317207.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -317253.312500 Penalty: 2658.422363
	Iteration 10Q: 3 clusters Score -317253.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -317292.281250 Penalty: 2658.422363
	Iteration 11Q: 3 clusters Score -317292.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -317334.250000 Penalty: 2658.422363
	Iteration 12Q: 3 clusters Score -317334.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -317376.843750 Penalty: 2658.422363
	Iteration 13Q: 3 clusters Score -317376.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -317417.031250 Penalty: 2658.422363
	Iteration 14Q: 3 clusters Score -317417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -317450.093750 Penalty: 2658.422363
	Iteration 15Q: 3 clusters Score -317450.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -317481.843750 Penalty: 2658.422363
	Iteration 16Q: 3 clusters Score -317481.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -317514.250000 Penalty: 2658.422363
	Iteration 17Q: 3 clusters Score -317514.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -317557.812500 Penalty: 2658.422363
	Iteration 18Q: 3 clusters Score -317557.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -317602.281250 Penalty: 2658.422363
	Iteration 19Q: 3 clusters Score -317602.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -317655.062500 Penalty: 2658.422363
	Iteration 20F: 3 clusters Score -317655.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -317704.750000 Penalty: 2658.422363
	Iteration 21Q: 3 clusters Score -317704.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -317752.250000 Penalty: 2658.422363
	Iteration 22Q: 3 clusters Score -317752.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -317791.750000 Penalty: 2658.422363
	Iteration 23Q: 3 clusters Score -317791.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -317824.250000 Penalty: 2658.422363
	Iteration 24Q: 3 clusters Score -317824.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -317850.531250 Penalty: 2658.422363
	Iteration 25Q: 3 clusters Score -317850.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -317874.531250 Penalty: 2658.422363
	Iteration 26Q: 3 clusters Score -317874.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -317898.750000 Penalty: 2658.422363
	Iteration 27Q: 3 clusters Score -317898.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -317917.875000 Penalty: 2658.422363
	Iteration 28Q: 3 clusters Score -317917.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -317929.062500 Penalty: 2658.422363
	Iteration 29Q: 3 clusters Score -317929.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -317938.125000 Penalty: 2658.422363
	Iteration 30Q: 3 clusters Score -317938.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -317942.000000 Penalty: 2658.422363
	Iteration 31Q: 3 clusters Score -317942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -317946.062500 Penalty: 2658.422363
	Iteration 32Q: 3 clusters Score -317946.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -317949.093750 Penalty: 2658.422363
	Iteration 33Q: 3 clusters Score -317949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -317952.406250 Penalty: 2658.422363
	Iteration 34Q: 3 clusters Score -317952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -317955.156250 Penalty: 2658.422363
	Iteration 35Q: 3 clusters Score -317955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -317956.250000 Penalty: 2658.422363
	Iteration 36Q: 3 clusters Score -317956.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -317959.031250 Penalty: 2658.422363
	Iteration 37Q: 3 clusters Score -317959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -317960.625000 Penalty: 2658.422363
	Iteration 38Q: 3 clusters Score -317960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -317962.437500 Penalty: 2658.422363
	Iteration 39Q: 3 clusters Score -317962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -317964.281250 Penalty: 2658.422363
	Iteration 40F: 3 clusters Score -317964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -317966.156250 Penalty: 2658.422363
	Iteration 41Q: 3 clusters Score -317966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -317968.500000 Penalty: 2658.422363
	Iteration 42Q: 3 clusters Score -317968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -317969.687500 Penalty: 2658.422363
	Iteration 43Q: 3 clusters Score -317969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -317970.875000 Penalty: 2658.422363
	Iteration 44Q: 3 clusters Score -317970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -317973.593750 Penalty: 2658.422363
	Iteration 45Q: 3 clusters Score -317973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -317975.093750 Penalty: 2658.422363
	Iteration 46Q: 3 clusters Score -317975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -317975.093750 Penalty: 2658.422363
	Iteration 47Q: 3 clusters Score -317975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -317975.093750 Penalty: 2658.422363
	Iteration 48F: 3 clusters Score -317975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -77244.093750 Penalty: 1097.433716
	Iteration 0F: 2 clusters Score -77244.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75893.085938 Penalty: 2194.867432
	Iteration 0F: 3 clusters Score -75893.09 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76131.062500 Penalty: 2194.867432
	Iteration 1F: 3 clusters Score -76131.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76221.984375 Penalty: 2194.867432
	Iteration 2F: 3 clusters Score -76221.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76280.406250 Penalty: 2194.867432
	Iteration 3Q: 3 clusters Score -76280.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76332.460938 Penalty: 2194.867432
	Iteration 4Q: 3 clusters Score -76332.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76416.109375 Penalty: 2194.867432
	Iteration 5Q: 3 clusters Score -76416.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76507.484375 Penalty: 2194.867432
	Iteration 6Q: 3 clusters Score -76507.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76603.750000 Penalty: 2194.867432
	Iteration 7F: 3 clusters Score -76603.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -76673.296875 Penalty: 2194.867432
	Iteration 8Q: 3 clusters Score -76673.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -76732.304688 Penalty: 2194.867432
	Iteration 9Q: 3 clusters Score -76732.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -76786.640625 Penalty: 2194.867432
	Iteration 10Q: 3 clusters Score -76786.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -76830.023438 Penalty: 2194.867432
	Iteration 11Q: 3 clusters Score -76830.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -76859.507812 Penalty: 2194.867432
	Iteration 12Q: 3 clusters Score -76859.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -76874.664062 Penalty: 2194.867432
	Iteration 13Q: 3 clusters Score -76874.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -76885.031250 Penalty: 2194.867432
	Iteration 14Q: 3 clusters Score -76885.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -76896.531250 Penalty: 2194.867432
	Iteration 15Q: 3 clusters Score -76896.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -76903.257812 Penalty: 2194.867432
	Iteration 16Q: 3 clusters Score -76903.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -76905.742188 Penalty: 2194.867432
	Iteration 17Q: 3 clusters Score -76905.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -76905.742188 Penalty: 2194.867432
	Iteration 18F: 3 clusters Score -76905.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -159051.953125 Penalty: 1218.476318
	Iteration 0F: 2 clusters Score -159052 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 876 members 
Entering Unmasked Estep 
Score: -157130.328125 Penalty: 2436.952637
	Iteration 0F: 3 clusters Score -157130.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157659.375000 Penalty: 2436.952637
	Iteration 1F: 3 clusters Score -157659.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -157895.656250 Penalty: 2436.952637
	Iteration 2F: 3 clusters Score -157895.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158038.140625 Penalty: 2436.952637
	Iteration 3F: 3 clusters Score -158038.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158115.578125 Penalty: 2436.952637
	Iteration 4Q: 3 clusters Score -158115.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158160.312500 Penalty: 2436.952637
	Iteration 5Q: 3 clusters Score -158160.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -158188.953125 Penalty: 2436.952637
	Iteration 6Q: 3 clusters Score -158189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158213.781250 Penalty: 2436.952637
	Iteration 7Q: 3 clusters Score -158213.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158236.406250 Penalty: 2436.952637
	Iteration 8Q: 3 clusters Score -158236.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158265.000000 Penalty: 2436.952637
	Iteration 9Q: 3 clusters Score -158265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -158287.109375 Penalty: 2436.952637
	Iteration 10Q: 3 clusters Score -158287.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -158312.875000 Penalty: 2436.952637
	Iteration 11Q: 3 clusters Score -158312.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158334.828125 Penalty: 2436.952637
	Iteration 12Q: 3 clusters Score -158334.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -158352.671875 Penalty: 2436.952637
	Iteration 13Q: 3 clusters Score -158352.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -158362.906250 Penalty: 2436.952637
	Iteration 14Q: 3 clusters Score -158362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -158373.718750 Penalty: 2436.952637
	Iteration 15Q: 3 clusters Score -158373.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158380.796875 Penalty: 2436.952637
	Iteration 16Q: 3 clusters Score -158380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -158384.609375 Penalty: 2436.952637
	Iteration 17Q: 3 clusters Score -158384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158385.390625 Penalty: 2436.952637
	Iteration 18Q: 3 clusters Score -158385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -158386.468750 Penalty: 2436.952637
	Iteration 19Q: 3 clusters Score -158386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158388.234375 Penalty: 2436.952637
	Iteration 20F: 3 clusters Score -158388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158391.375000 Penalty: 2436.952637
	Iteration 21Q: 3 clusters Score -158391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -158394.109375 Penalty: 2436.952637
	Iteration 22Q: 3 clusters Score -158394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -158395.968750 Penalty: 2436.952637
	Iteration 23Q: 3 clusters Score -158396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -158396.906250 Penalty: 2436.952637
	Iteration 24Q: 3 clusters Score -158396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158396.875000 Penalty: 2436.952637
	Iteration 25Q: 3 clusters Score -158396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158396.875000 Penalty: 2436.952637
	Iteration 26F: 3 clusters Score -158396.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -415918.812500 Penalty: 1368.145996
	Iteration 0F: 2 clusters Score -415918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -412198.531250 Penalty: 2736.291992
	Iteration 0F: 3 clusters Score -412198.5 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -413208.593750 Penalty: 2736.291992
	Iteration 1F: 3 clusters Score -413208.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -413365.062500 Penalty: 2736.291992
	Iteration 2F: 3 clusters Score -413365.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -413477.937500 Penalty: 2736.291992
	Iteration 3F: 3 clusters Score -413477.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -413581.281250 Penalty: 2736.291992
	Iteration 4Q: 3 clusters Score -413581.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -413667.500000 Penalty: 2736.291992
	Iteration 5Q: 3 clusters Score -413667.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -413761.406250 Penalty: 2736.291992
	Iteration 6Q: 3 clusters Score -413761.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -413852.156250 Penalty: 2736.291992
	Iteration 7Q: 3 clusters Score -413852.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -413931.906250 Penalty: 2736.291992
	Iteration 8Q: 3 clusters Score -413931.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -414005.968750 Penalty: 2736.291992
	Iteration 9Q: 3 clusters Score -414006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -414089.562500 Penalty: 2736.291992
	Iteration 10Q: 3 clusters Score -414089.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -414188.312500 Penalty: 2736.291992
	Iteration 11Q: 3 clusters Score -414188.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -414284.062500 Penalty: 2736.291992
	Iteration 12Q: 3 clusters Score -414284.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -414367.656250 Penalty: 2736.291992
	Iteration 13Q: 3 clusters Score -414367.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -414436.375000 Penalty: 2736.291992
	Iteration 14Q: 3 clusters Score -414436.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -414498.156250 Penalty: 2736.291992
	Iteration 15Q: 3 clusters Score -414498.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -414544.718750 Penalty: 2736.291992
	Iteration 16Q: 3 clusters Score -414544.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -414604.625000 Penalty: 2736.291992
	Iteration 17Q: 3 clusters Score -414604.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -414654.281250 Penalty: 2736.291992
	Iteration 18Q: 3 clusters Score -414654.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -414688.312500 Penalty: 2736.291992
	Iteration 19Q: 3 clusters Score -414688.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -414716.593750 Penalty: 2736.291992
	Iteration 20F: 3 clusters Score -414716.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -414738.093750 Penalty: 2736.291992
	Iteration 21Q: 3 clusters Score -414738.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -414749.656250 Penalty: 2736.291992
	Iteration 22Q: 3 clusters Score -414749.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -414760.593750 Penalty: 2736.291992
	Iteration 23Q: 3 clusters Score -414760.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -414773.781250 Penalty: 2736.291992
	Iteration 24Q: 3 clusters Score -414773.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -414787.093750 Penalty: 2736.291992
	Iteration 25Q: 3 clusters Score -414787.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -414799.531250 Penalty: 2736.291992
	Iteration 26Q: 3 clusters Score -414799.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -414818.750000 Penalty: 2736.291992
	Iteration 27Q: 3 clusters Score -414818.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -414834.625000 Penalty: 2736.291992
	Iteration 28Q: 3 clusters Score -414834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -414844.125000 Penalty: 2736.291992
	Iteration 29Q: 3 clusters Score -414844.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -414853.625000 Penalty: 2736.291992
	Iteration 30Q: 3 clusters Score -414853.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -414859.000000 Penalty: 2736.291992
	Iteration 31Q: 3 clusters Score -414859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -414862.312500 Penalty: 2736.291992
	Iteration 32Q: 3 clusters Score -414862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -414865.531250 Penalty: 2736.291992
	Iteration 33Q: 3 clusters Score -414865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -414868.718750 Penalty: 2736.291992
	Iteration 34Q: 3 clusters Score -414868.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -414869.281250 Penalty: 2736.291992
	Iteration 35Q: 3 clusters Score -414869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -414869.906250 Penalty: 2736.291992
	Iteration 36Q: 3 clusters Score -414869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -414869.906250 Penalty: 2736.291992
	Iteration 37F: 3 clusters Score -414869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -411375.468750 Penalty: 1365.908569
	Iteration 0F: 2 clusters Score -411375.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -407731.343750 Penalty: 2731.817139
	Iteration 0F: 3 clusters Score -407731.3 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -408787.906250 Penalty: 2731.817139
	Iteration 1F: 3 clusters Score -408787.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -409080.843750 Penalty: 2731.817139
	Iteration 2F: 3 clusters Score -409080.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -409364.718750 Penalty: 2731.817139
	Iteration 3F: 3 clusters Score -409364.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -409660.875000 Penalty: 2731.817139
	Iteration 4F: 3 clusters Score -409660.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -409941.031250 Penalty: 2731.817139
	Iteration 5F: 3 clusters Score -409941 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -410214.218750 Penalty: 2731.817139
	Iteration 6F: 3 clusters Score -410214.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -410393.937500 Penalty: 2731.817139
	Iteration 7Q: 3 clusters Score -410393.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -410494.031250 Penalty: 2731.817139
	Iteration 8Q: 3 clusters Score -410494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -410551.500000 Penalty: 2731.817139
	Iteration 9Q: 3 clusters Score -410551.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -410587.625000 Penalty: 2731.817139
	Iteration 10Q: 3 clusters Score -410587.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -410608.375000 Penalty: 2731.817139
	Iteration 11Q: 3 clusters Score -410608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -410616.468750 Penalty: 2731.817139
	Iteration 12Q: 3 clusters Score -410616.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -410623.812500 Penalty: 2731.817139
	Iteration 13Q: 3 clusters Score -410623.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -410628.093750 Penalty: 2731.817139
	Iteration 14Q: 3 clusters Score -410628.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -410631.406250 Penalty: 2731.817139
	Iteration 15Q: 3 clusters Score -410631.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -410634.843750 Penalty: 2731.817139
	Iteration 16Q: 3 clusters Score -410634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -410637.812500 Penalty: 2731.817139
	Iteration 17Q: 3 clusters Score -410637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -410639.343750 Penalty: 2731.817139
	Iteration 18Q: 3 clusters Score -410639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -410639.625000 Penalty: 2731.817139
	Iteration 19Q: 3 clusters Score -410639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -410641.125000 Penalty: 2731.817139
	Iteration 20F: 3 clusters Score -410641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -410642.500000 Penalty: 2731.817139
	Iteration 21Q: 3 clusters Score -410642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -410643.875000 Penalty: 2731.817139
	Iteration 22Q: 3 clusters Score -410643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -410643.781250 Penalty: 2731.817139
	Iteration 23Q: 3 clusters Score -410643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -410645.093750 Penalty: 2731.817139
	Iteration 24Q: 3 clusters Score -410645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -410645.093750 Penalty: 2731.817139
	Iteration 25F: 3 clusters Score -410645.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (29174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Entering Unmasked Estep 
Score: -2871660.500000 Penalty: 1670.667969
	Iteration 0F: 2 clusters Score -2871660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2853678.500000 Penalty: 3341.335938
	Iteration 0F: 3 clusters Score -2853678 nChanged 13275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2860981.000000 Penalty: 3341.335938
	Iteration 1F: 3 clusters Score -2860981 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2861613.500000 Penalty: 3341.335938
	Iteration 2F: 3 clusters Score -2861614 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2862503.750000 Penalty: 3341.335938
	Iteration 3F: 3 clusters Score -2862504 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2863664.250000 Penalty: 3341.335938
	Iteration 4F: 3 clusters Score -2863664 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2865025.250000 Penalty: 3341.335938
	Iteration 5F: 3 clusters Score -2865025 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2866480.000000 Penalty: 3341.335938
	Iteration 6F: 3 clusters Score -2866480 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2867871.250000 Penalty: 3341.335938
	Iteration 7F: 3 clusters Score -2867871 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2868904.500000 Penalty: 3341.335938
	Iteration 8Q: 3 clusters Score -2868904 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2869487.000000 Penalty: 3341.335938
	Iteration 9Q: 3 clusters Score -2869487 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2869786.000000 Penalty: 3341.335938
	Iteration 10Q: 3 clusters Score -2869786 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2869943.250000 Penalty: 3341.335938
	Iteration 11Q: 3 clusters Score -2869943 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2870046.500000 Penalty: 3341.335938
	Iteration 12Q: 3 clusters Score -2870046 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2870125.750000 Penalty: 3341.335938
	Iteration 13Q: 3 clusters Score -2870126 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2870176.750000 Penalty: 3341.335938
	Iteration 14Q: 3 clusters Score -2870177 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2870244.750000 Penalty: 3341.335938
	Iteration 15Q: 3 clusters Score -2870245 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2870281.000000 Penalty: 3341.335938
	Iteration 16Q: 3 clusters Score -2870281 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2870290.000000 Penalty: 3341.335938
	Iteration 17Q: 3 clusters Score -2870290 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2870333.500000 Penalty: 3341.335938
	Iteration 18Q: 3 clusters Score -2870334 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2870337.750000 Penalty: 3341.335938
	Iteration 19Q: 3 clusters Score -2870338 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2870359.000000 Penalty: 3341.335938
	Iteration 20F: 3 clusters Score -2870359 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -2870394.750000 Penalty: 3341.335938
	Iteration 21Q: 3 clusters Score -2870395 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2870410.500000 Penalty: 3341.335938
	Iteration 22Q: 3 clusters Score -2870410 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -2870401.750000 Penalty: 3341.335938
	Iteration 23Q: 3 clusters Score -2870402 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2870386.750000 Penalty: 3341.335938
	Iteration 24Q: 3 clusters Score -2870387 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2870380.750000 Penalty: 3341.335938
	Iteration 25Q: 3 clusters Score -2870381 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -2870315.000000 Penalty: 3341.335938
	Iteration 26Q: 3 clusters Score -2870315 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2870331.000000 Penalty: 3341.335938
	Iteration 27Q: 3 clusters Score -2870331 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2870313.250000 Penalty: 3341.335938
	Iteration 28Q: 3 clusters Score -2870313 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -2870315.750000 Penalty: 3341.335938
	Iteration 29Q: 3 clusters Score -2870316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -2870313.000000 Penalty: 3341.335938
	Iteration 30Q: 3 clusters Score -2870313 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -2870299.250000 Penalty: 3341.335938
	Iteration 31Q: 3 clusters Score -2870299 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -2870282.250000 Penalty: 3341.335938
	Iteration 32Q: 3 clusters Score -2870282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -2870288.500000 Penalty: 3341.335938
	Iteration 33Q: 3 clusters Score -2870288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -2870296.000000 Penalty: 3341.335938
	Iteration 34Q: 3 clusters Score -2870296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -2870306.750000 Penalty: 3341.335938
	Iteration 35Q: 3 clusters Score -2870307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -2870305.500000 Penalty: 3341.335938
	Iteration 36Q: 3 clusters Score -2870306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -2870304.250000 Penalty: 3341.335938
	Iteration 37Q: 3 clusters Score -2870304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -2870307.000000 Penalty: 3341.335938
	Iteration 38Q: 3 clusters Score -2870307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -2870308.000000 Penalty: 3341.335938
	Iteration 39Q: 3 clusters Score -2870308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -2870312.000000 Penalty: 3341.335938
	Iteration 40F: 3 clusters Score -2870312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -2870306.750000 Penalty: 3341.335938
	Iteration 41Q: 3 clusters Score -2870307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -2870309.000000 Penalty: 3341.335938
	Iteration 42Q: 3 clusters Score -2870309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -2870309.000000 Penalty: 3341.335938
	Iteration 43Q: 3 clusters Score -2870309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -2870318.750000 Penalty: 3341.335938
	Iteration 44Q: 3 clusters Score -2870319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -2870321.000000 Penalty: 3341.335938
	Iteration 45Q: 3 clusters Score -2870321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -2870328.750000 Penalty: 3341.335938
	Iteration 46Q: 3 clusters Score -2870329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -2870321.750000 Penalty: 3341.335938
	Iteration 47Q: 3 clusters Score -2870322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -2870317.500000 Penalty: 3341.335938
	Iteration 48Q: 3 clusters Score -2870318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -2870319.250000 Penalty: 3341.335938
	Iteration 49Q: 3 clusters Score -2870319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -2870317.750000 Penalty: 3341.335938
	Iteration 50Q: 3 clusters Score -2870318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -2870322.250000 Penalty: 3341.335938
	Iteration 51Q: 3 clusters Score -2870322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -2870317.750000 Penalty: 3341.335938
	Iteration 52Q: 3 clusters Score -2870318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -2870317.750000 Penalty: 3341.335938
	Iteration 53F: 3 clusters Score -2870318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -409091.843750 Penalty: 1365.690308
	Iteration 0F: 2 clusters Score -409091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -405462.125000 Penalty: 2731.380615
	Iteration 0F: 3 clusters Score -405462.1 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -406460.750000 Penalty: 2731.380615
	Iteration 1F: 3 clusters Score -406460.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -406664.750000 Penalty: 2731.380615
	Iteration 2F: 3 clusters Score -406664.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -406830.281250 Penalty: 2731.380615
	Iteration 3F: 3 clusters Score -406830.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -406976.500000 Penalty: 2731.380615
	Iteration 4F: 3 clusters Score -406976.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -407147.062500 Penalty: 2731.380615
	Iteration 5F: 3 clusters Score -407147.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -407317.843750 Penalty: 2731.380615
	Iteration 6Q: 3 clusters Score -407317.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -407492.187500 Penalty: 2731.380615
	Iteration 7Q: 3 clusters Score -407492.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -407651.218750 Penalty: 2731.380615
	Iteration 8Q: 3 clusters Score -407651.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -407772.937500 Penalty: 2731.380615
	Iteration 9Q: 3 clusters Score -407772.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -407875.625000 Penalty: 2731.380615
	Iteration 10Q: 3 clusters Score -407875.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -407987.718750 Penalty: 2731.380615
	Iteration 11Q: 3 clusters Score -407987.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -408054.781250 Penalty: 2731.380615
	Iteration 12Q: 3 clusters Score -408054.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -408107.531250 Penalty: 2731.380615
	Iteration 13Q: 3 clusters Score -408107.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -408144.312500 Penalty: 2731.380615
	Iteration 14Q: 3 clusters Score -408144.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -408175.125000 Penalty: 2731.380615
	Iteration 15Q: 3 clusters Score -408175.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -408203.781250 Penalty: 2731.380615
	Iteration 16Q: 3 clusters Score -408203.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -408220.062500 Penalty: 2731.380615
	Iteration 17Q: 3 clusters Score -408220.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -408235.593750 Penalty: 2731.380615
	Iteration 18Q: 3 clusters Score -408235.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -408248.781250 Penalty: 2731.380615
	Iteration 19Q: 3 clusters Score -408248.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -408263.375000 Penalty: 2731.380615
	Iteration 20F: 3 clusters Score -408263.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -408275.062500 Penalty: 2731.380615
	Iteration 21Q: 3 clusters Score -408275.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -408282.656250 Penalty: 2731.380615
	Iteration 22Q: 3 clusters Score -408282.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -408289.218750 Penalty: 2731.380615
	Iteration 23Q: 3 clusters Score -408289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -408292.218750 Penalty: 2731.380615
	Iteration 24Q: 3 clusters Score -408292.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -408296.062500 Penalty: 2731.380615
	Iteration 25Q: 3 clusters Score -408296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -408296.531250 Penalty: 2731.380615
	Iteration 26Q: 3 clusters Score -408296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -408300.843750 Penalty: 2731.380615
	Iteration 27Q: 3 clusters Score -408300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -408302.281250 Penalty: 2731.380615
	Iteration 28Q: 3 clusters Score -408302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -408303.375000 Penalty: 2731.380615
	Iteration 29Q: 3 clusters Score -408303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -408306.031250 Penalty: 2731.380615
	Iteration 30Q: 3 clusters Score -408306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -408309.187500 Penalty: 2731.380615
	Iteration 31Q: 3 clusters Score -408309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -408312.687500 Penalty: 2731.380615
	Iteration 32Q: 3 clusters Score -408312.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -408314.125000 Penalty: 2731.380615
	Iteration 33Q: 3 clusters Score -408314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -408315.218750 Penalty: 2731.380615
	Iteration 34Q: 3 clusters Score -408315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -408315.437500 Penalty: 2731.380615
	Iteration 35Q: 3 clusters Score -408315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -408315.218750 Penalty: 2731.380615
	Iteration 36Q: 3 clusters Score -408315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -408317.375000 Penalty: 2731.380615
	Iteration 37Q: 3 clusters Score -408317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -408317.062500 Penalty: 2731.380615
	Iteration 38Q: 3 clusters Score -408317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -408317.531250 Penalty: 2731.380615
	Iteration 39Q: 3 clusters Score -408317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -408319.625000 Penalty: 2731.380615
	Iteration 40F: 3 clusters Score -408319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -408319.781250 Penalty: 2731.380615
	Iteration 41Q: 3 clusters Score -408319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -408319.312500 Penalty: 2731.380615
	Iteration 42Q: 3 clusters Score -408319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -408320.812500 Penalty: 2731.380615
	Iteration 43Q: 3 clusters Score -408320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -408321.531250 Penalty: 2731.380615
	Iteration 44Q: 3 clusters Score -408321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -408322.531250 Penalty: 2731.380615
	Iteration 45Q: 3 clusters Score -408322.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -408322.531250 Penalty: 2731.380615
	Iteration 46F: 3 clusters Score -408322.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35139 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 22838 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 18536 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48838 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17073 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22686 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19878 members 
Mstep: Class 26 contains 7622 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 15894 members 
Mstep: Class 29 contains 31221 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 37039 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 37989 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 40682 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5475 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 39526 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1805 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 29174 members 
Mstep: Class 47 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787336.000000 Penalty: 100859.070312
Iteration 319Q: 48 clusters Score -4.978734e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35134 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 22868 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 18530 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 48861 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17114 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22717 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19862 members 
Mstep: Class 26 contains 7623 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15899 members 
Mstep: Class 29 contains 30234 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37041 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 37964 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 40673 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5473 members 
Mstep: Class 39 contains 8388 members 
Mstep: Class 40 contains 40107 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1795 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4486 members 
Mstep: Class 46 contains 29485 members 
Mstep: Class 47 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786628.000000 Penalty: 100859.070312
Iteration 320F: 48 clusters Score -4.978663e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35124 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 22894 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 18527 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48936 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17155 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22781 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19852 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15898 members 
Mstep: Class 29 contains 29640 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37041 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 37962 members 
Mstep: Class 34 contains 6044 members 
Mstep: Class 35 contains 40674 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5473 members 
Mstep: Class 39 contains 8388 members 
Mstep: Class 40 contains 40234 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 1789 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4499 members 
Mstep: Class 46 contains 29753 members 
Mstep: Class 47 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786080.000000 Penalty: 100859.070312
Iteration 321Q: 48 clusters Score -4.978608e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35115 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 18522 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49030 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17192 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19846 members 
Mstep: Class 26 contains 7622 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15900 members 
Mstep: Class 29 contains 29470 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37046 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 37937 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 40665 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5471 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 39998 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1783 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4529 members 
Mstep: Class 46 contains 29972 members 
Mstep: Class 47 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785972.000000 Penalty: 100859.070312
Iteration 322Q: 48 clusters Score -4.978597e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35118 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6051 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 22966 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 18520 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49105 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17229 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22821 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19836 members 
Mstep: Class 26 contains 7622 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15892 members 
Mstep: Class 29 contains 29581 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37048 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 37919 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 40654 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5474 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 39629 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 1776 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 30096 members 
Mstep: Class 47 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786068.000000 Penalty: 100859.070312
Iteration 323Q: 48 clusters Score -4.978607e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35116 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6050 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 22990 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 18520 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49155 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17276 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22806 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19820 members 
Mstep: Class 26 contains 7619 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15881 members 
Mstep: Class 29 contains 30004 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37050 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 37915 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 40652 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5475 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 39086 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 855 members 
Mstep: Class 43 contains 1775 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4564 members 
Mstep: Class 46 contains 30108 members 
Mstep: Class 47 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786384.000000 Penalty: 100859.070312
Iteration 324Q: 48 clusters Score -4.978638e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3551 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35115 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6050 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 23025 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 18521 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49194 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17312 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22789 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19801 members 
Mstep: Class 26 contains 7618 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15877 members 
Mstep: Class 29 contains 30654 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37054 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 37910 members 
Mstep: Class 34 contains 6037 members 
Mstep: Class 35 contains 40648 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5475 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 38409 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 855 members 
Mstep: Class 43 contains 1771 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4565 members 
Mstep: Class 46 contains 30057 members 
Mstep: Class 47 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786776.000000 Penalty: 100859.070312
Iteration 325Q: 48 clusters Score -4.978678e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35110 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6049 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 23045 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 18520 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49209 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22782 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19786 members 
Mstep: Class 26 contains 7618 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15879 members 
Mstep: Class 29 contains 31478 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37054 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 37894 members 
Mstep: Class 34 contains 6032 members 
Mstep: Class 35 contains 40649 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5473 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 37635 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 855 members 
Mstep: Class 43 contains 1768 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4569 members 
Mstep: Class 46 contains 29984 members 
Mstep: Class 47 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787408.000000 Penalty: 100859.070312
Iteration 326Q: 48 clusters Score -4.978741e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35111 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 23052 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 18521 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49198 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17383 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22763 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19770 members 
Mstep: Class 26 contains 7617 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15878 members 
Mstep: Class 29 contains 32366 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37052 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 37889 members 
Mstep: Class 34 contains 6029 members 
Mstep: Class 35 contains 40642 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5473 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 36895 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 855 members 
Mstep: Class 43 contains 1764 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4571 members 
Mstep: Class 46 contains 29868 members 
Mstep: Class 47 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787920.000000 Penalty: 100859.070312
Iteration 327Q: 48 clusters Score -4.978792e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35109 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 23062 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 18514 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 49154 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17427 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22723 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19758 members 
Mstep: Class 26 contains 7618 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15877 members 
Mstep: Class 29 contains 33314 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37049 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 37875 members 
Mstep: Class 34 contains 6026 members 
Mstep: Class 35 contains 40634 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5473 members 
Mstep: Class 39 contains 8385 members 
Mstep: Class 40 contains 36177 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 855 members 
Mstep: Class 43 contains 1755 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4574 members 
Mstep: Class 46 contains 29734 members 
Mstep: Class 47 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788104.000000 Penalty: 100859.070312
Iteration 328Q: 48 clusters Score -4.97881e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35103 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 23075 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 18511 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49132 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17470 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22681 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19739 members 
Mstep: Class 26 contains 7619 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15874 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37050 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 37880 members 
Mstep: Class 34 contains 6023 members 
Mstep: Class 35 contains 40630 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5472 members 
Mstep: Class 39 contains 8385 members 
Mstep: Class 40 contains 35511 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1750 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4578 members 
Mstep: Class 46 contains 29565 members 
Mstep: Class 47 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788552.000000 Penalty: 100859.070312
Iteration 329Q: 48 clusters Score -4.978855e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 35089 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 7100 members 
Mstep: Class 13 contains 23082 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 18509 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 49081 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17513 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22644 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19722 members 
Mstep: Class 26 contains 7623 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15882 members 
Mstep: Class 29 contains 35092 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37051 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 37891 members 
Mstep: Class 34 contains 6019 members 
Mstep: Class 35 contains 40633 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5473 members 
Mstep: Class 39 contains 8385 members 
Mstep: Class 40 contains 34905 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1746 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4580 members 
Mstep: Class 46 contains 29366 members 
Mstep: Class 47 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789076.000000 Penalty: 100859.070312
Iteration 330Q: 48 clusters Score -4.978908e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3521 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 23084 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 18508 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48982 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17555 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22610 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19711 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15888 members 
Mstep: Class 29 contains 36151 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37050 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 37883 members 
Mstep: Class 34 contains 6020 members 
Mstep: Class 35 contains 40640 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5474 members 
Mstep: Class 39 contains 8386 members 
Mstep: Class 40 contains 34165 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1740 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4587 members 
Mstep: Class 46 contains 29183 members 
Mstep: Class 47 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789764.000000 Penalty: 100859.070312
Iteration 331Q: 48 clusters Score -4.978976e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35068 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 23091 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 18506 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 48956 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17603 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22562 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19691 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15897 members 
Mstep: Class 29 contains 37303 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37052 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 37890 members 
Mstep: Class 34 contains 6020 members 
Mstep: Class 35 contains 40636 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5471 members 
Mstep: Class 39 contains 8383 members 
Mstep: Class 40 contains 33264 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1738 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4597 members 
Mstep: Class 46 contains 28989 members 
Mstep: Class 47 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789572.000000 Penalty: 100859.070312
Iteration 332Q: 48 clusters Score -4.978957e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35057 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 23097 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 18500 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 48951 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17646 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22531 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19678 members 
Mstep: Class 26 contains 7620 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15910 members 
Mstep: Class 29 contains 38495 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37055 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 37899 members 
Mstep: Class 34 contains 6020 members 
Mstep: Class 35 contains 40637 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5469 members 
Mstep: Class 39 contains 8383 members 
Mstep: Class 40 contains 32210 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1738 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4617 members 
Mstep: Class 46 contains 28841 members 
Mstep: Class 47 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788556.000000 Penalty: 100859.070312
Iteration 333Q: 48 clusters Score -4.978856e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35047 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 23105 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 18493 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 48986 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17677 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22512 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19666 members 
Mstep: Class 26 contains 7615 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15925 members 
Mstep: Class 29 contains 39573 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37057 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 37912 members 
Mstep: Class 34 contains 6022 members 
Mstep: Class 35 contains 40634 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5468 members 
Mstep: Class 39 contains 8381 members 
Mstep: Class 40 contains 31155 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1736 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4646 members 
Mstep: Class 46 contains 28730 members 
Mstep: Class 47 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787352.000000 Penalty: 100859.070312
Iteration 334Q: 48 clusters Score -4.978735e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35047 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 23099 members 
Mstep: Class 14 contains 3337 members 
Mstep: Class 15 contains 18489 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 49093 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17702 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22501 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19652 members 
Mstep: Class 26 contains 7611 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15933 members 
Mstep: Class 29 contains 40371 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37054 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 37916 members 
Mstep: Class 34 contains 6022 members 
Mstep: Class 35 contains 40636 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 8380 members 
Mstep: Class 40 contains 30265 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4668 members 
Mstep: Class 46 contains 28663 members 
Mstep: Class 47 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786140.000000 Penalty: 100859.070312
Iteration 335Q: 48 clusters Score -4.978614e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35042 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 23102 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 18485 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 49274 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17731 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22498 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19645 members 
Mstep: Class 26 contains 7607 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15937 members 
Mstep: Class 29 contains 40710 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37056 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 37924 members 
Mstep: Class 34 contains 6022 members 
Mstep: Class 35 contains 40635 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 8379 members 
Mstep: Class 40 contains 29733 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1731 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4690 members 
Mstep: Class 46 contains 28594 members 
Mstep: Class 47 contains 4498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785420.000000 Penalty: 100859.070312
Iteration 336Q: 48 clusters Score -4.978542e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3641 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35032 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 6962 members 
Mstep: Class 13 contains 23101 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 18484 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 49436 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17754 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22484 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19637 members 
Mstep: Class 26 contains 7605 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15936 members 
Mstep: Class 29 contains 40706 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37060 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 37930 members 
Mstep: Class 34 contains 6022 members 
Mstep: Class 35 contains 40638 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 8377 members 
Mstep: Class 40 contains 29573 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1732 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4721 members 
Mstep: Class 46 contains 28548 members 
Mstep: Class 47 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784972.000000 Penalty: 100859.070312
Iteration 337Q: 48 clusters Score -4.978497e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3651 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35030 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 6956 members 
Mstep: Class 13 contains 23113 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 18481 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 49513 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19631 members 
Mstep: Class 26 contains 7602 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15935 members 
Mstep: Class 29 contains 40482 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37065 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 37953 members 
Mstep: Class 34 contains 6022 members 
Mstep: Class 35 contains 40637 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5466 members 
Mstep: Class 39 contains 8377 members 
Mstep: Class 40 contains 29731 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1733 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4737 members 
Mstep: Class 46 contains 28505 members 
Mstep: Class 47 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784904.000000 Penalty: 100859.070312
Iteration 338Q: 48 clusters Score -4.97849e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35027 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 23115 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 18479 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 49528 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17787 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22427 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 19626 members 
Mstep: Class 26 contains 7600 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15937 members 
Mstep: Class 29 contains 40106 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37065 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 37974 members 
Mstep: Class 34 contains 6021 members 
Mstep: Class 35 contains 40627 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5465 members 
Mstep: Class 39 contains 8375 members 
Mstep: Class 40 contains 30119 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1733 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 28484 members 
Mstep: Class 47 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785020.000000 Penalty: 100859.070312
Iteration 339Q: 48 clusters Score -4.978502e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3645 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35029 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 23128 members 
Mstep: Class 14 contains 3337 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 49500 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17803 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22392 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 19617 members 
Mstep: Class 26 contains 7598 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15934 members 
Mstep: Class 29 contains 39598 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37065 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 37985 members 
Mstep: Class 34 contains 6020 members 
Mstep: Class 35 contains 40630 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5465 members 
Mstep: Class 39 contains 8372 members 
Mstep: Class 40 contains 30704 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1733 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 28451 members 
Mstep: Class 47 contains 4518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785444.000000 Penalty: 100859.070312
Iteration 340F: 48 clusters Score -4.978544e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35029 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 23141 members 
Mstep: Class 14 contains 3339 members 
Mstep: Class 15 contains 18473 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 49427 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17819 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22369 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 19608 members 
Mstep: Class 26 contains 7596 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15935 members 
Mstep: Class 29 contains 39040 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38000 members 
Mstep: Class 34 contains 6019 members 
Mstep: Class 35 contains 40634 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5465 members 
Mstep: Class 39 contains 8366 members 
Mstep: Class 40 contains 31372 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 28419 members 
Mstep: Class 47 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785744.000000 Penalty: 100859.070312
Iteration 341Q: 48 clusters Score -4.978574e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35027 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 6947 members 
Mstep: Class 13 contains 23164 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 49350 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17846 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22323 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 19597 members 
Mstep: Class 26 contains 7590 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15936 members 
Mstep: Class 29 contains 38452 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37065 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38017 members 
Mstep: Class 34 contains 6019 members 
Mstep: Class 35 contains 40635 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5465 members 
Mstep: Class 39 contains 8364 members 
Mstep: Class 40 contains 32106 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4730 members 
Mstep: Class 46 contains 28367 members 
Mstep: Class 47 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786352.000000 Penalty: 100859.070312
Iteration 342Q: 48 clusters Score -4.978635e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35025 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 23187 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 18456 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 49232 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17868 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22283 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19591 members 
Mstep: Class 26 contains 7584 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15938 members 
Mstep: Class 29 contains 37851 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37067 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38032 members 
Mstep: Class 34 contains 6019 members 
Mstep: Class 35 contains 40634 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5463 members 
Mstep: Class 39 contains 8363 members 
Mstep: Class 40 contains 32906 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4723 members 
Mstep: Class 46 contains 28319 members 
Mstep: Class 47 contains 4545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786872.000000 Penalty: 100859.070312
Iteration 343Q: 48 clusters Score -4.978687e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35026 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 6041 members 
Mstep: Class 12 contains 6938 members 
Mstep: Class 13 contains 23214 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 49143 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17879 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22249 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19583 members 
Mstep: Class 26 contains 7580 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15937 members 
Mstep: Class 29 contains 37225 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37067 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38039 members 
Mstep: Class 34 contains 6019 members 
Mstep: Class 35 contains 40632 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 8357 members 
Mstep: Class 40 contains 33713 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4725 members 
Mstep: Class 46 contains 28279 members 
Mstep: Class 47 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787372.000000 Penalty: 100859.070312
Iteration 344Q: 48 clusters Score -4.978737e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35027 members 
Mstep: Class 9 contains 5731 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 6934 members 
Mstep: Class 13 contains 23247 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 49069 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17897 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22238 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19576 members 
Mstep: Class 26 contains 7574 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15938 members 
Mstep: Class 29 contains 36559 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37066 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38058 members 
Mstep: Class 34 contains 6017 members 
Mstep: Class 35 contains 40627 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8352 members 
Mstep: Class 40 contains 34528 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4713 members 
Mstep: Class 46 contains 28213 members 
Mstep: Class 47 contains 4563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787856.000000 Penalty: 100859.070312
Iteration 345Q: 48 clusters Score -4.978786e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 5734 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 23261 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 48953 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17916 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22219 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19562 members 
Mstep: Class 26 contains 7567 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15934 members 
Mstep: Class 29 contains 35854 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37064 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38075 members 
Mstep: Class 34 contains 6016 members 
Mstep: Class 35 contains 40624 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8343 members 
Mstep: Class 40 contains 35431 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4699 members 
Mstep: Class 46 contains 28171 members 
Mstep: Class 47 contains 4576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788536.000000 Penalty: 100859.070312
Iteration 346Q: 48 clusters Score -4.978854e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35062 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 6919 members 
Mstep: Class 13 contains 23297 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 18457 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 48871 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17935 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22213 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19546 members 
Mstep: Class 26 contains 7556 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15930 members 
Mstep: Class 29 contains 34931 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38085 members 
Mstep: Class 34 contains 6015 members 
Mstep: Class 35 contains 40620 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8337 members 
Mstep: Class 40 contains 36450 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4684 members 
Mstep: Class 46 contains 28163 members 
Mstep: Class 47 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788948.000000 Penalty: 100859.070312
Iteration 347Q: 48 clusters Score -4.978895e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 6917 members 
Mstep: Class 13 contains 23348 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 48830 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17950 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22214 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19532 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15935 members 
Mstep: Class 29 contains 33779 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37061 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 38086 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40616 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8330 members 
Mstep: Class 40 contains 37578 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4684 members 
Mstep: Class 46 contains 28191 members 
Mstep: Class 47 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789108.000000 Penalty: 100859.070312
Iteration 348Q: 48 clusters Score -4.978911e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35081 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 6907 members 
Mstep: Class 13 contains 23394 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 48866 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17967 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22217 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19526 members 
Mstep: Class 26 contains 7536 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15939 members 
Mstep: Class 29 contains 32620 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37063 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 38086 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40603 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8323 members 
Mstep: Class 40 contains 38527 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4685 members 
Mstep: Class 46 contains 28334 members 
Mstep: Class 47 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788260.000000 Penalty: 100859.070312
Iteration 349Q: 48 clusters Score -4.978826e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35084 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6896 members 
Mstep: Class 13 contains 23420 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 48921 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 17984 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22258 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19523 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15941 members 
Mstep: Class 29 contains 31444 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38069 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40602 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8318 members 
Mstep: Class 40 contains 39333 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4690 members 
Mstep: Class 46 contains 28575 members 
Mstep: Class 47 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787288.000000 Penalty: 100859.070312
Iteration 350Q: 48 clusters Score -4.978729e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35077 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6883 members 
Mstep: Class 13 contains 23436 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 18467 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 48946 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18000 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22322 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19519 members 
Mstep: Class 26 contains 7516 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15953 members 
Mstep: Class 29 contains 30503 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37060 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38057 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40611 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8311 members 
Mstep: Class 40 contains 39868 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4698 members 
Mstep: Class 46 contains 28855 members 
Mstep: Class 47 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786328.000000 Penalty: 100859.070312
Iteration 351Q: 48 clusters Score -4.978633e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35082 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 23471 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 49033 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18011 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22362 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19520 members 
Mstep: Class 26 contains 7511 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15954 members 
Mstep: Class 29 contains 29898 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37061 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38025 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40607 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5459 members 
Mstep: Class 39 contains 8304 members 
Mstep: Class 40 contains 40041 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4710 members 
Mstep: Class 46 contains 29116 members 
Mstep: Class 47 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786024.000000 Penalty: 100859.070312
Iteration 352Q: 48 clusters Score -4.978602e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35084 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6874 members 
Mstep: Class 13 contains 23504 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 18470 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 49107 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18027 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22419 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19517 members 
Mstep: Class 26 contains 7502 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15957 members 
Mstep: Class 29 contains 29702 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38002 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40605 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5460 members 
Mstep: Class 39 contains 8301 members 
Mstep: Class 40 contains 39845 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1734 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4723 members 
Mstep: Class 46 contains 29315 members 
Mstep: Class 47 contains 4662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785724.000000 Penalty: 100859.070312
Iteration 353Q: 48 clusters Score -4.978572e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3521 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35081 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6870 members 
Mstep: Class 13 contains 23535 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 15 contains 18470 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 49209 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18039 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22428 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19515 members 
Mstep: Class 26 contains 7496 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15959 members 
Mstep: Class 29 contains 29829 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37983 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40603 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5458 members 
Mstep: Class 39 contains 8295 members 
Mstep: Class 40 contains 39441 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1733 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 29426 members 
Mstep: Class 47 contains 4671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785976.000000 Penalty: 100859.070312
Iteration 354Q: 48 clusters Score -4.978598e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3533 members 
Mstep: Class 5 contains 2035 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35084 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6866 members 
Mstep: Class 13 contains 23563 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 18469 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 49279 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18045 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22424 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19512 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15957 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37059 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37966 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40599 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5457 members 
Mstep: Class 39 contains 8294 members 
Mstep: Class 40 contains 38944 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1733 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4743 members 
Mstep: Class 46 contains 29451 members 
Mstep: Class 47 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786120.000000 Penalty: 100859.070312
Iteration 355Q: 48 clusters Score -4.978612e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 2036 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35087 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 23596 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 18470 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 49334 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18049 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22426 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19504 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15956 members 
Mstep: Class 29 contains 30788 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37056 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37940 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40598 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 8294 members 
Mstep: Class 40 contains 38323 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1733 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4750 members 
Mstep: Class 46 contains 29421 members 
Mstep: Class 47 contains 4678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786592.000000 Penalty: 100859.070312
Iteration 356Q: 48 clusters Score -4.978659e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35082 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6859 members 
Mstep: Class 13 contains 23615 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 49341 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18053 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22420 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19491 members 
Mstep: Class 26 contains 7484 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15956 members 
Mstep: Class 29 contains 31572 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37056 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37932 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40603 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 8294 members 
Mstep: Class 40 contains 37607 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1733 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4752 members 
Mstep: Class 46 contains 29335 members 
Mstep: Class 47 contains 4680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787164.000000 Penalty: 100859.070312
Iteration 357Q: 48 clusters Score -4.978716e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6857 members 
Mstep: Class 13 contains 23618 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 49298 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18057 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22415 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19483 members 
Mstep: Class 26 contains 7480 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15954 members 
Mstep: Class 29 contains 32439 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37057 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37926 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40606 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 8294 members 
Mstep: Class 40 contains 36913 members 
Mstep: Class 41 contains 3570 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1732 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4754 members 
Mstep: Class 46 contains 29214 members 
Mstep: Class 47 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787600.000000 Penalty: 100859.070312
Iteration 358Q: 48 clusters Score -4.97876e+07 nChanged 1658
Entering ConstructFrom: 
Score: -49787600.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (19352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Entering Unmasked Estep 
Score: -1856801.500000 Penalty: 1603.964600
	Iteration 0F: 2 clusters Score -1856802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1843579.875000 Penalty: 3207.929199
	Iteration 0F: 3 clusters Score -1843580 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1848265.500000 Penalty: 3207.929199
	Iteration 1F: 3 clusters Score -1848266 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1848661.500000 Penalty: 3207.929199
	Iteration 2F: 3 clusters Score -1848662 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1849134.500000 Penalty: 3207.929199
	Iteration 3F: 3 clusters Score -1849134 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1849777.875000 Penalty: 3207.929199
	Iteration 4F: 3 clusters Score -1849778 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1850700.125000 Penalty: 3207.929199
	Iteration 5F: 3 clusters Score -1850700 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1851854.250000 Penalty: 3207.929199
	Iteration 6F: 3 clusters Score -1851854 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1853066.500000 Penalty: 3207.929199
	Iteration 7F: 3 clusters Score -1853066 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1854015.500000 Penalty: 3207.929199
	Iteration 8F: 3 clusters Score -1854016 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1854564.750000 Penalty: 3207.929199
	Iteration 9Q: 3 clusters Score -1854565 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1854898.500000 Penalty: 3207.929199
	Iteration 10Q: 3 clusters Score -1854898 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1855092.875000 Penalty: 3207.929199
	Iteration 11Q: 3 clusters Score -1855093 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1855220.500000 Penalty: 3207.929199
	Iteration 12Q: 3 clusters Score -1855220 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1855318.250000 Penalty: 3207.929199
	Iteration 13Q: 3 clusters Score -1855318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1855357.875000 Penalty: 3207.929199
	Iteration 14Q: 3 clusters Score -1855358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1855386.375000 Penalty: 3207.929199
	Iteration 15Q: 3 clusters Score -1855386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1855414.875000 Penalty: 3207.929199
	Iteration 16Q: 3 clusters Score -1855415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1855431.000000 Penalty: 3207.929199
	Iteration 17Q: 3 clusters Score -1855431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1855438.875000 Penalty: 3207.929199
	Iteration 18Q: 3 clusters Score -1855439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1855445.750000 Penalty: 3207.929199
	Iteration 19Q: 3 clusters Score -1855446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1855451.000000 Penalty: 3207.929199
	Iteration 20F: 3 clusters Score -1855451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1855451.500000 Penalty: 3207.929199
	Iteration 21Q: 3 clusters Score -1855452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1855458.000000 Penalty: 3207.929199
	Iteration 22Q: 3 clusters Score -1855458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1855461.500000 Penalty: 3207.929199
	Iteration 23Q: 3 clusters Score -1855462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1855461.250000 Penalty: 3207.929199
	Iteration 24Q: 3 clusters Score -1855461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1855463.000000 Penalty: 3207.929199
	Iteration 25Q: 3 clusters Score -1855463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1855463.875000 Penalty: 3207.929199
	Iteration 26Q: 3 clusters Score -1855464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1855465.125000 Penalty: 3207.929199
	Iteration 27Q: 3 clusters Score -1855465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1855465.500000 Penalty: 3207.929199
	Iteration 28Q: 3 clusters Score -1855466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1855465.500000 Penalty: 3207.929199
	Iteration 29F: 3 clusters Score -1855466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -119586.335938 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -119586.3 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 650 members 
Entering Unmasked Estep 
Score: -117966.468750 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -117966.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118371.445312 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -118371.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -118520.320312 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -118520.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -118650.601562 Penalty: 2331.038086
	Iteration 3F: 3 clusters Score -118650.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -118763.500000 Penalty: 2331.038086
	Iteration 4F: 3 clusters Score -118763.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -118832.867188 Penalty: 2331.038086
	Iteration 5Q: 3 clusters Score -118832.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -118885.382812 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -118885.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -118908.945312 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -118908.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -118926.890625 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -118926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -118939.562500 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -118939.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -118948.703125 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -118948.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -118957.460938 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -118957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -118964.164062 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -118964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -118968.578125 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -118968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -118969.648438 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -118969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -118970.539062 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -118970.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -118971.140625 Penalty: 2331.038086
	Iteration 16Q: 3 clusters Score -118971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -118972.750000 Penalty: 2331.038086
	Iteration 17Q: 3 clusters Score -118972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -118973.265625 Penalty: 2331.038086
	Iteration 18Q: 3 clusters Score -118973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -118974.585938 Penalty: 2331.038086
	Iteration 19Q: 3 clusters Score -118974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -118975.453125 Penalty: 2331.038086
	Iteration 20F: 3 clusters Score -118975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -118976.617188 Penalty: 2331.038086
	Iteration 21Q: 3 clusters Score -118976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -118978.632812 Penalty: 2331.038086
	Iteration 22Q: 3 clusters Score -118978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -118982.789062 Penalty: 2331.038086
	Iteration 23Q: 3 clusters Score -118982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -118986.781250 Penalty: 2331.038086
	Iteration 24Q: 3 clusters Score -118986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -118990.750000 Penalty: 2331.038086
	Iteration 25Q: 3 clusters Score -118990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -118993.281250 Penalty: 2331.038086
	Iteration 26Q: 3 clusters Score -118993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -118993.781250 Penalty: 2331.038086
	Iteration 27Q: 3 clusters Score -118993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -118993.781250 Penalty: 2331.038086
	Iteration 28F: 3 clusters Score -118993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -179646.546875 Penalty: 1255.294312
	Iteration 0F: 2 clusters Score -179646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -177401.078125 Penalty: 2510.588623
	Iteration 0F: 3 clusters Score -177401.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -178046.390625 Penalty: 2510.588623
	Iteration 1F: 3 clusters Score -178046.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -178283.453125 Penalty: 2510.588623
	Iteration 2F: 3 clusters Score -178283.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -178524.765625 Penalty: 2510.588623
	Iteration 3F: 3 clusters Score -178524.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -178745.468750 Penalty: 2510.588623
	Iteration 4F: 3 clusters Score -178745.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -178936.078125 Penalty: 2510.588623
	Iteration 5F: 3 clusters Score -178936.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -179102.468750 Penalty: 2510.588623
	Iteration 6F: 3 clusters Score -179102.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -179226.000000 Penalty: 2510.588623
	Iteration 7Q: 3 clusters Score -179226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -179343.734375 Penalty: 2510.588623
	Iteration 8Q: 3 clusters Score -179343.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -179439.750000 Penalty: 2510.588623
	Iteration 9Q: 3 clusters Score -179439.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -179507.843750 Penalty: 2510.588623
	Iteration 10Q: 3 clusters Score -179507.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -179554.625000 Penalty: 2510.588623
	Iteration 11Q: 3 clusters Score -179554.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -179582.531250 Penalty: 2510.588623
	Iteration 12Q: 3 clusters Score -179582.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -179611.031250 Penalty: 2510.588623
	Iteration 13Q: 3 clusters Score -179611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -179628.828125 Penalty: 2510.588623
	Iteration 14Q: 3 clusters Score -179628.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -179638.656250 Penalty: 2510.588623
	Iteration 15Q: 3 clusters Score -179638.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -179643.593750 Penalty: 2510.588623
	Iteration 16Q: 3 clusters Score -179643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -179646.781250 Penalty: 2510.588623
	Iteration 17Q: 3 clusters Score -179646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -179648.046875 Penalty: 2510.588623
	Iteration 18Q: 3 clusters Score -179648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -179648.609375 Penalty: 2510.588623
	Iteration 19Q: 3 clusters Score -179648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -179650.187500 Penalty: 2510.588623
	Iteration 20F: 3 clusters Score -179650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -179651.859375 Penalty: 2510.588623
	Iteration 21Q: 3 clusters Score -179651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -179654.093750 Penalty: 2510.588623
	Iteration 22Q: 3 clusters Score -179654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -179659.343750 Penalty: 2510.588623
	Iteration 23Q: 3 clusters Score -179659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -179669.703125 Penalty: 2510.588623
	Iteration 24Q: 3 clusters Score -179669.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -179679.125000 Penalty: 2510.588623
	Iteration 25Q: 3 clusters Score -179679.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -179686.281250 Penalty: 2510.588623
	Iteration 26Q: 3 clusters Score -179686.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -179696.031250 Penalty: 2510.588623
	Iteration 27Q: 3 clusters Score -179696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -179703.703125 Penalty: 2510.588623
	Iteration 28Q: 3 clusters Score -179703.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -179707.984375 Penalty: 2510.588623
	Iteration 29Q: 3 clusters Score -179708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -179712.781250 Penalty: 2510.588623
	Iteration 30Q: 3 clusters Score -179712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -179714.453125 Penalty: 2510.588623
	Iteration 31Q: 3 clusters Score -179714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -179715.093750 Penalty: 2510.588623
	Iteration 32Q: 3 clusters Score -179715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -179719.593750 Penalty: 2510.588623
	Iteration 33Q: 3 clusters Score -179719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -179721.843750 Penalty: 2510.588623
	Iteration 34Q: 3 clusters Score -179721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -179724.484375 Penalty: 2510.588623
	Iteration 35Q: 3 clusters Score -179724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -179726.734375 Penalty: 2510.588623
	Iteration 36Q: 3 clusters Score -179726.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -179731.265625 Penalty: 2510.588623
	Iteration 37Q: 3 clusters Score -179731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -179733.593750 Penalty: 2510.588623
	Iteration 38Q: 3 clusters Score -179733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -179735.250000 Penalty: 2510.588623
	Iteration 39Q: 3 clusters Score -179735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -179736.218750 Penalty: 2510.588623
	Iteration 40F: 3 clusters Score -179736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -179736.828125 Penalty: 2510.588623
	Iteration 41Q: 3 clusters Score -179736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -179737.468750 Penalty: 2510.588623
	Iteration 42Q: 3 clusters Score -179737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -179738.187500 Penalty: 2510.588623
	Iteration 43Q: 3 clusters Score -179738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -179738.359375 Penalty: 2510.588623
	Iteration 44Q: 3 clusters Score -179738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -179738.359375 Penalty: 2510.588623
	Iteration 45F: 3 clusters Score -179738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6854 members 
Mstep: Class 13 contains 23623 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 18467 members 
Mstep: Class 16 contains 4048 members 
Mstep: Class 17 contains 49235 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18061 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22398 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19470 members 
Mstep: Class 26 contains 7476 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15951 members 
Mstep: Class 29 contains 33375 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37057 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37925 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40609 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5455 members 
Mstep: Class 39 contains 8296 members 
Mstep: Class 40 contains 36226 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1731 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4746 members 
Mstep: Class 46 contains 29080 members 
Mstep: Class 47 contains 4687 members 
Mstep: Class 48 contains 1165 members 
Entering Unmasked Estep 
Score: -49787112.000000 Penalty: 103005.007812
Splitting cluster 3 changes total score from -49787600.000000 to -49787112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -330996.156250 Penalty: 1327.792969
	Iteration 0F: 2 clusters Score -330996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -327922.781250 Penalty: 2655.585938
	Iteration 0F: 3 clusters Score -327922.8 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -328706.562500 Penalty: 2655.585938
	Iteration 1F: 3 clusters Score -328706.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -328855.718750 Penalty: 2655.585938
	Iteration 2F: 3 clusters Score -328855.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -328949.125000 Penalty: 2655.585938
	Iteration 3Q: 3 clusters Score -328949.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -329018.968750 Penalty: 2655.585938
	Iteration 4Q: 3 clusters Score -329019 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -329079.812500 Penalty: 2655.585938
	Iteration 5Q: 3 clusters Score -329079.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -329126.468750 Penalty: 2655.585938
	Iteration 6Q: 3 clusters Score -329126.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -329157.750000 Penalty: 2655.585938
	Iteration 7Q: 3 clusters Score -329157.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -329185.718750 Penalty: 2655.585938
	Iteration 8Q: 3 clusters Score -329185.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -329216.875000 Penalty: 2655.585938
	Iteration 9Q: 3 clusters Score -329216.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -329244.718750 Penalty: 2655.585938
	Iteration 10Q: 3 clusters Score -329244.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -329267.531250 Penalty: 2655.585938
	Iteration 11Q: 3 clusters Score -329267.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -329300.062500 Penalty: 2655.585938
	Iteration 12Q: 3 clusters Score -329300.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -329338.781250 Penalty: 2655.585938
	Iteration 13Q: 3 clusters Score -329338.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -329380.500000 Penalty: 2655.585938
	Iteration 14Q: 3 clusters Score -329380.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -329439.625000 Penalty: 2655.585938
	Iteration 15Q: 3 clusters Score -329439.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -329491.281250 Penalty: 2655.585938
	Iteration 16Q: 3 clusters Score -329491.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -329540.406250 Penalty: 2655.585938
	Iteration 17Q: 3 clusters Score -329540.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -329574.062500 Penalty: 2655.585938
	Iteration 18Q: 3 clusters Score -329574.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -329606.062500 Penalty: 2655.585938
	Iteration 19Q: 3 clusters Score -329606.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -329626.468750 Penalty: 2655.585938
	Iteration 20F: 3 clusters Score -329626.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -329644.500000 Penalty: 2655.585938
	Iteration 21Q: 3 clusters Score -329644.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -329658.968750 Penalty: 2655.585938
	Iteration 22Q: 3 clusters Score -329659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -329673.187500 Penalty: 2655.585938
	Iteration 23Q: 3 clusters Score -329673.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -329682.718750 Penalty: 2655.585938
	Iteration 24Q: 3 clusters Score -329682.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -329692.750000 Penalty: 2655.585938
	Iteration 25Q: 3 clusters Score -329692.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -329706.531250 Penalty: 2655.585938
	Iteration 26Q: 3 clusters Score -329706.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -329716.687500 Penalty: 2655.585938
	Iteration 27Q: 3 clusters Score -329716.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -329725.906250 Penalty: 2655.585938
	Iteration 28Q: 3 clusters Score -329725.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -329734.750000 Penalty: 2655.585938
	Iteration 29Q: 3 clusters Score -329734.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -329746.093750 Penalty: 2655.585938
	Iteration 30Q: 3 clusters Score -329746.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -329757.218750 Penalty: 2655.585938
	Iteration 31Q: 3 clusters Score -329757.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -329764.656250 Penalty: 2655.585938
	Iteration 32Q: 3 clusters Score -329764.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -329772.343750 Penalty: 2655.585938
	Iteration 33Q: 3 clusters Score -329772.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -329784.468750 Penalty: 2655.585938
	Iteration 34Q: 3 clusters Score -329784.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -329797.843750 Penalty: 2655.585938
	Iteration 35Q: 3 clusters Score -329797.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -329808.218750 Penalty: 2655.585938
	Iteration 36Q: 3 clusters Score -329808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -329818.468750 Penalty: 2655.585938
	Iteration 37Q: 3 clusters Score -329818.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -329828.906250 Penalty: 2655.585938
	Iteration 38Q: 3 clusters Score -329828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -329839.718750 Penalty: 2655.585938
	Iteration 39Q: 3 clusters Score -329839.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -329847.812500 Penalty: 2655.585938
	Iteration 40F: 3 clusters Score -329847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -329853.375000 Penalty: 2655.585938
	Iteration 41Q: 3 clusters Score -329853.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -329860.750000 Penalty: 2655.585938
	Iteration 42Q: 3 clusters Score -329860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -329866.218750 Penalty: 2655.585938
	Iteration 43Q: 3 clusters Score -329866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -329867.531250 Penalty: 2655.585938
	Iteration 44Q: 3 clusters Score -329867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -329867.531250 Penalty: 2655.585938
	Iteration 45F: 3 clusters Score -329867.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -184194.765625 Penalty: 1238.205200
	Iteration 0F: 2 clusters Score -184194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -182084.875000 Penalty: 2476.410400
	Iteration 0F: 3 clusters Score -182084.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -182617.781250 Penalty: 2476.410400
	Iteration 1F: 3 clusters Score -182617.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -182888.734375 Penalty: 2476.410400
	Iteration 2F: 3 clusters Score -182888.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -183088.875000 Penalty: 2476.410400
	Iteration 3F: 3 clusters Score -183088.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -183249.546875 Penalty: 2476.410400
	Iteration 4F: 3 clusters Score -183249.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -183398.812500 Penalty: 2476.410400
	Iteration 5F: 3 clusters Score -183398.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -183504.515625 Penalty: 2476.410400
	Iteration 6Q: 3 clusters Score -183504.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -183581.437500 Penalty: 2476.410400
	Iteration 7Q: 3 clusters Score -183581.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -183638.421875 Penalty: 2476.410400
	Iteration 8Q: 3 clusters Score -183638.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -183699.609375 Penalty: 2476.410400
	Iteration 9Q: 3 clusters Score -183699.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183752.578125 Penalty: 2476.410400
	Iteration 10Q: 3 clusters Score -183752.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183786.781250 Penalty: 2476.410400
	Iteration 11Q: 3 clusters Score -183786.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -183817.015625 Penalty: 2476.410400
	Iteration 12Q: 3 clusters Score -183817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183833.765625 Penalty: 2476.410400
	Iteration 13Q: 3 clusters Score -183833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183847.984375 Penalty: 2476.410400
	Iteration 14Q: 3 clusters Score -183848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -183855.375000 Penalty: 2476.410400
	Iteration 15Q: 3 clusters Score -183855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -183860.578125 Penalty: 2476.410400
	Iteration 16Q: 3 clusters Score -183860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183871.281250 Penalty: 2476.410400
	Iteration 17Q: 3 clusters Score -183871.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -183878.953125 Penalty: 2476.410400
	Iteration 18Q: 3 clusters Score -183879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -183882.140625 Penalty: 2476.410400
	Iteration 19Q: 3 clusters Score -183882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -183882.390625 Penalty: 2476.410400
	Iteration 20F: 3 clusters Score -183882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -183882.984375 Penalty: 2476.410400
	Iteration 21Q: 3 clusters Score -183883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -183882.984375 Penalty: 2476.410400
	Iteration 22F: 3 clusters Score -183883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -435636.968750 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -435637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -431714.718750 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -431714.7 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -432737.843750 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -432737.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -432943.750000 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -432943.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -433123.343750 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -433123.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -433265.968750 Penalty: 2757.853271
	Iteration 4F: 3 clusters Score -433266 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -433405.843750 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -433405.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -433548.312500 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -433548.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -433704.125000 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -433704.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -433853.437500 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -433853.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -433982.906250 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -433982.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -434085.031250 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -434085 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -434159.281250 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -434159.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -434212.031250 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -434212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -434259.062500 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -434259.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -434303.093750 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -434303.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -434329.906250 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -434329.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -434355.843750 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -434355.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -434373.593750 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -434373.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -434391.437500 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -434391.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -434400.687500 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -434400.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -434407.500000 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -434407.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -434417.687500 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -434417.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -434421.875000 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -434421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -434424.156250 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -434424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -434426.281250 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -434426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -434429.531250 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -434429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -434431.625000 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -434431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -434433.531250 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -434433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -434433.406250 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -434433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -434433.406250 Penalty: 2757.853271
	Iteration 29F: 3 clusters Score -434433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -166658.562500 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -166658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -164646.484375 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -164646.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -165074.390625 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -165074.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -165185.890625 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -165185.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -165270.531250 Penalty: 2448.450439
	Iteration 3F: 3 clusters Score -165270.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165337.640625 Penalty: 2448.450439
	Iteration 4Q: 3 clusters Score -165337.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165386.546875 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -165386.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165412.484375 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -165412.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165435.562500 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -165435.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -165460.578125 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -165460.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165473.406250 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -165473.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165486.406250 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -165486.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165502.250000 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -165502.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -165519.375000 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -165519.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165535.140625 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -165535.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165547.796875 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -165547.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -165560.640625 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -165560.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165582.562500 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -165582.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165600.750000 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -165600.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165612.000000 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -165612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165622.171875 Penalty: 2448.450439
	Iteration 19Q: 3 clusters Score -165622.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -165632.265625 Penalty: 2448.450439
	Iteration 20F: 3 clusters Score -165632.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -165641.468750 Penalty: 2448.450439
	Iteration 21Q: 3 clusters Score -165641.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165650.609375 Penalty: 2448.450439
	Iteration 22Q: 3 clusters Score -165650.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165667.484375 Penalty: 2448.450439
	Iteration 23Q: 3 clusters Score -165667.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -165684.250000 Penalty: 2448.450439
	Iteration 24Q: 3 clusters Score -165684.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165701.640625 Penalty: 2448.450439
	Iteration 25Q: 3 clusters Score -165701.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165718.062500 Penalty: 2448.450439
	Iteration 26Q: 3 clusters Score -165718.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165745.953125 Penalty: 2448.450439
	Iteration 27Q: 3 clusters Score -165746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165785.718750 Penalty: 2448.450439
	Iteration 28Q: 3 clusters Score -165785.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165867.015625 Penalty: 2448.450439
	Iteration 29Q: 3 clusters Score -165867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -166012.500000 Penalty: 2448.450439
	Iteration 30Q: 3 clusters Score -166012.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166214.656250 Penalty: 2448.450439
	Iteration 31Q: 3 clusters Score -166214.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166391.171875 Penalty: 2448.450439
	Iteration 32Q: 3 clusters Score -166391.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -166537.796875 Penalty: 2448.450439
	Iteration 33Q: 3 clusters Score -166537.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166609.640625 Penalty: 2448.450439
	Iteration 34Q: 3 clusters Score -166609.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -166660.656250 Penalty: 2448.450439
	Iteration 35Q: 3 clusters Score -166660.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -166689.187500 Penalty: 2448.450439
	Iteration 36Q: 3 clusters Score -166689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -166701.375000 Penalty: 2448.450439
	Iteration 37Q: 3 clusters Score -166701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166702.406250 Penalty: 2448.450439
	Iteration 38Q: 3 clusters Score -166702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166702.406250 Penalty: 2448.450439
	Iteration 39F: 3 clusters Score -166702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6854 members 
Mstep: Class 13 contains 23623 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 18467 members 
Mstep: Class 16 contains 4048 members 
Mstep: Class 17 contains 49235 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18061 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22398 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19470 members 
Mstep: Class 26 contains 7476 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15951 members 
Mstep: Class 29 contains 33375 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37057 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37925 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40609 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5455 members 
Mstep: Class 39 contains 8296 members 
Mstep: Class 40 contains 36226 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1731 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4746 members 
Mstep: Class 46 contains 29080 members 
Mstep: Class 47 contains 4687 members 
Mstep: Class 48 contains 911 members 
Entering Unmasked Estep 
Score: -49787020.000000 Penalty: 103005.007812
Splitting cluster 7 changes total score from -49787600.000000 to -49787020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (35075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Entering Unmasked Estep 
Score: -3451858.500000 Penalty: 1700.602173
	Iteration 0F: 2 clusters Score -3451858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3429488.750000 Penalty: 3401.204346
	Iteration 0F: 3 clusters Score -3429489 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3438571.000000 Penalty: 3401.204346
	Iteration 1F: 3 clusters Score -3438571 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3439033.250000 Penalty: 3401.204346
	Iteration 2Q: 3 clusters Score -3439033 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3439598.000000 Penalty: 3401.204346
	Iteration 3Q: 3 clusters Score -3439598 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3440379.000000 Penalty: 3401.204346
	Iteration 4F: 3 clusters Score -3440379 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3441478.750000 Penalty: 3401.204346
	Iteration 5F: 3 clusters Score -3441479 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3443041.500000 Penalty: 3401.204346
	Iteration 6F: 3 clusters Score -3443042 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3445032.250000 Penalty: 3401.204346
	Iteration 7F: 3 clusters Score -3445032 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3447198.750000 Penalty: 3401.204346
	Iteration 8F: 3 clusters Score -3447199 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3448930.750000 Penalty: 3401.204346
	Iteration 9F: 3 clusters Score -3448931 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3450038.250000 Penalty: 3401.204346
	Iteration 10Q: 3 clusters Score -3450038 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3450325.000000 Penalty: 3401.204346
	Iteration 11Q: 3 clusters Score -3450325 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3450384.250000 Penalty: 3401.204346
	Iteration 12Q: 3 clusters Score -3450384 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3450431.500000 Penalty: 3401.204346
	Iteration 13Q: 3 clusters Score -3450432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3450477.250000 Penalty: 3401.204346
	Iteration 14Q: 3 clusters Score -3450477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3450501.500000 Penalty: 3401.204346
	Iteration 15Q: 3 clusters Score -3450502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3450511.250000 Penalty: 3401.204346
	Iteration 16Q: 3 clusters Score -3450511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3450516.000000 Penalty: 3401.204346
	Iteration 17Q: 3 clusters Score -3450516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3450525.500000 Penalty: 3401.204346
	Iteration 18Q: 3 clusters Score -3450526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3450527.000000 Penalty: 3401.204346
	Iteration 19Q: 3 clusters Score -3450527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3450534.000000 Penalty: 3401.204346
	Iteration 20F: 3 clusters Score -3450534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3450533.750000 Penalty: 3401.204346
	Iteration 21Q: 3 clusters Score -3450534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3450539.000000 Penalty: 3401.204346
	Iteration 22Q: 3 clusters Score -3450539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3450547.500000 Penalty: 3401.204346
	Iteration 23Q: 3 clusters Score -3450548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3450557.250000 Penalty: 3401.204346
	Iteration 24Q: 3 clusters Score -3450557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3450556.750000 Penalty: 3401.204346
	Iteration 25Q: 3 clusters Score -3450557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3450556.750000 Penalty: 3401.204346
	Iteration 26Q: 3 clusters Score -3450557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3450552.500000 Penalty: 3401.204346
	Iteration 27Q: 3 clusters Score -3450552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3450551.750000 Penalty: 3401.204346
	Iteration 28Q: 3 clusters Score -3450552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3450551.750000 Penalty: 3401.204346
	Iteration 29F: 3 clusters Score -3450552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -542821.937500 Penalty: 1406.585571
	Iteration 0F: 2 clusters Score -542821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -538348.125000 Penalty: 2813.171143
	Iteration 0F: 3 clusters Score -538348.1 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -539591.062500 Penalty: 2813.171143
	Iteration 1F: 3 clusters Score -539591.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -539770.500000 Penalty: 2813.171143
	Iteration 2F: 3 clusters Score -539770.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -539907.625000 Penalty: 2813.171143
	Iteration 3F: 3 clusters Score -539907.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -540020.250000 Penalty: 2813.171143
	Iteration 4Q: 3 clusters Score -540020.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -540109.812500 Penalty: 2813.171143
	Iteration 5Q: 3 clusters Score -540109.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -540178.250000 Penalty: 2813.171143
	Iteration 6Q: 3 clusters Score -540178.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -540238.625000 Penalty: 2813.171143
	Iteration 7Q: 3 clusters Score -540238.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -540307.250000 Penalty: 2813.171143
	Iteration 8Q: 3 clusters Score -540307.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -540378.875000 Penalty: 2813.171143
	Iteration 9Q: 3 clusters Score -540378.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -540474.312500 Penalty: 2813.171143
	Iteration 10Q: 3 clusters Score -540474.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -540574.000000 Penalty: 2813.171143
	Iteration 11Q: 3 clusters Score -540574 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -540680.187500 Penalty: 2813.171143
	Iteration 12Q: 3 clusters Score -540680.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -540805.250000 Penalty: 2813.171143
	Iteration 13Q: 3 clusters Score -540805.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -540938.687500 Penalty: 2813.171143
	Iteration 14Q: 3 clusters Score -540938.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -541069.750000 Penalty: 2813.171143
	Iteration 15Q: 3 clusters Score -541069.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -541182.687500 Penalty: 2813.171143
	Iteration 16Q: 3 clusters Score -541182.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -541271.437500 Penalty: 2813.171143
	Iteration 17Q: 3 clusters Score -541271.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -541336.375000 Penalty: 2813.171143
	Iteration 18Q: 3 clusters Score -541336.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -541394.562500 Penalty: 2813.171143
	Iteration 19Q: 3 clusters Score -541394.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -541455.250000 Penalty: 2813.171143
	Iteration 20F: 3 clusters Score -541455.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -541483.687500 Penalty: 2813.171143
	Iteration 21Q: 3 clusters Score -541483.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -541504.437500 Penalty: 2813.171143
	Iteration 22Q: 3 clusters Score -541504.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -541524.187500 Penalty: 2813.171143
	Iteration 23Q: 3 clusters Score -541524.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -541547.812500 Penalty: 2813.171143
	Iteration 24Q: 3 clusters Score -541547.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -541576.437500 Penalty: 2813.171143
	Iteration 25Q: 3 clusters Score -541576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -541586.312500 Penalty: 2813.171143
	Iteration 26Q: 3 clusters Score -541586.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -541593.750000 Penalty: 2813.171143
	Iteration 27Q: 3 clusters Score -541593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -541598.625000 Penalty: 2813.171143
	Iteration 28Q: 3 clusters Score -541598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -541605.500000 Penalty: 2813.171143
	Iteration 29Q: 3 clusters Score -541605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -541610.687500 Penalty: 2813.171143
	Iteration 30Q: 3 clusters Score -541610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -541613.750000 Penalty: 2813.171143
	Iteration 31Q: 3 clusters Score -541613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -541613.687500 Penalty: 2813.171143
	Iteration 32Q: 3 clusters Score -541613.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -541613.687500 Penalty: 2813.171143
	Iteration 33F: 3 clusters Score -541613.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -228267.140625 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -228267.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -225884.687500 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -225884.7 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -226515.765625 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -226515.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -226735.312500 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -226735.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -226891.296875 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -226891.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -227004.828125 Penalty: 2542.164307
	Iteration 4F: 3 clusters Score -227004.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -227059.796875 Penalty: 2542.164307
	Iteration 5Q: 3 clusters Score -227059.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -227097.296875 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -227097.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -227127.765625 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -227127.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -227150.640625 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -227150.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -227180.281250 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -227180.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -227204.406250 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -227204.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -227223.921875 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -227223.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -227243.796875 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -227243.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -227257.125000 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -227257.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227269.843750 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -227269.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -227280.515625 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -227280.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -227290.265625 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -227290.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -227298.625000 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -227298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -227304.468750 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -227304.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -227309.500000 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -227309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -227313.093750 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -227313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -227316.593750 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -227316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -227318.250000 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -227318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -227319.203125 Penalty: 2542.164307
	Iteration 23Q: 3 clusters Score -227319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -227320.562500 Penalty: 2542.164307
	Iteration 24Q: 3 clusters Score -227320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -227321.906250 Penalty: 2542.164307
	Iteration 25Q: 3 clusters Score -227321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -227323.093750 Penalty: 2542.164307
	Iteration 26Q: 3 clusters Score -227323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -227324.156250 Penalty: 2542.164307
	Iteration 27Q: 3 clusters Score -227324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -227324.250000 Penalty: 2542.164307
	Iteration 28Q: 3 clusters Score -227324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -227325.609375 Penalty: 2542.164307
	Iteration 29Q: 3 clusters Score -227325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -227325.906250 Penalty: 2542.164307
	Iteration 30Q: 3 clusters Score -227325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -227325.906250 Penalty: 2542.164307
	Iteration 31F: 3 clusters Score -227325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Entering Unmasked Estep 
Score: -551456.000000 Penalty: 1414.346802
	Iteration 0F: 2 clusters Score -551456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -546858.187500 Penalty: 2828.693604
	Iteration 0F: 3 clusters Score -546858.2 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -548210.812500 Penalty: 2828.693604
	Iteration 1F: 3 clusters Score -548210.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -548392.250000 Penalty: 2828.693604
	Iteration 2F: 3 clusters Score -548392.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -548550.750000 Penalty: 2828.693604
	Iteration 3Q: 3 clusters Score -548550.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -548679.000000 Penalty: 2828.693604
	Iteration 4Q: 3 clusters Score -548679 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -548825.187500 Penalty: 2828.693604
	Iteration 5Q: 3 clusters Score -548825.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -548974.437500 Penalty: 2828.693604
	Iteration 6Q: 3 clusters Score -548974.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -549142.500000 Penalty: 2828.693604
	Iteration 7Q: 3 clusters Score -549142.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -549346.625000 Penalty: 2828.693604
	Iteration 8Q: 3 clusters Score -549346.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -549560.375000 Penalty: 2828.693604
	Iteration 9Q: 3 clusters Score -549560.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -549748.812500 Penalty: 2828.693604
	Iteration 10Q: 3 clusters Score -549748.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -549928.187500 Penalty: 2828.693604
	Iteration 11Q: 3 clusters Score -549928.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -550088.750000 Penalty: 2828.693604
	Iteration 12Q: 3 clusters Score -550088.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -550226.937500 Penalty: 2828.693604
	Iteration 13Q: 3 clusters Score -550226.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -550324.562500 Penalty: 2828.693604
	Iteration 14Q: 3 clusters Score -550324.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -550383.875000 Penalty: 2828.693604
	Iteration 15Q: 3 clusters Score -550383.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -550443.187500 Penalty: 2828.693604
	Iteration 16Q: 3 clusters Score -550443.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -550488.562500 Penalty: 2828.693604
	Iteration 17Q: 3 clusters Score -550488.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -550522.062500 Penalty: 2828.693604
	Iteration 18Q: 3 clusters Score -550522.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -550558.000000 Penalty: 2828.693604
	Iteration 19Q: 3 clusters Score -550558 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -550596.000000 Penalty: 2828.693604
	Iteration 20F: 3 clusters Score -550596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -550627.250000 Penalty: 2828.693604
	Iteration 21Q: 3 clusters Score -550627.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -550653.937500 Penalty: 2828.693604
	Iteration 22Q: 3 clusters Score -550653.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -550675.875000 Penalty: 2828.693604
	Iteration 23Q: 3 clusters Score -550675.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -550694.062500 Penalty: 2828.693604
	Iteration 24Q: 3 clusters Score -550694.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -550705.312500 Penalty: 2828.693604
	Iteration 25Q: 3 clusters Score -550705.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -550712.937500 Penalty: 2828.693604
	Iteration 26Q: 3 clusters Score -550712.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -550720.562500 Penalty: 2828.693604
	Iteration 27Q: 3 clusters Score -550720.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -550723.625000 Penalty: 2828.693604
	Iteration 28Q: 3 clusters Score -550723.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -550727.562500 Penalty: 2828.693604
	Iteration 29Q: 3 clusters Score -550727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -550730.562500 Penalty: 2828.693604
	Iteration 30Q: 3 clusters Score -550730.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -550732.812500 Penalty: 2828.693604
	Iteration 31Q: 3 clusters Score -550732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -550734.812500 Penalty: 2828.693604
	Iteration 32Q: 3 clusters Score -550734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -550735.187500 Penalty: 2828.693604
	Iteration 33Q: 3 clusters Score -550735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -550736.250000 Penalty: 2828.693604
	Iteration 34Q: 3 clusters Score -550736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -550737.500000 Penalty: 2828.693604
	Iteration 35Q: 3 clusters Score -550737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -550737.375000 Penalty: 2828.693604
	Iteration 36Q: 3 clusters Score -550737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -550736.562500 Penalty: 2828.693604
	Iteration 37Q: 3 clusters Score -550736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -550736.562500 Penalty: 2828.693604
	Iteration 38F: 3 clusters Score -550736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -643116.500000 Penalty: 1435.295410
	Iteration 0F: 2 clusters Score -643116.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -637972.062500 Penalty: 2870.590820
	Iteration 0F: 3 clusters Score -637972.1 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -639541.250000 Penalty: 2870.590820
	Iteration 1F: 3 clusters Score -639541.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -639787.312500 Penalty: 2870.590820
	Iteration 2F: 3 clusters Score -639787.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -639980.062500 Penalty: 2870.590820
	Iteration 3F: 3 clusters Score -639980.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -640171.437500 Penalty: 2870.590820
	Iteration 4F: 3 clusters Score -640171.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -640367.812500 Penalty: 2870.590820
	Iteration 5Q: 3 clusters Score -640367.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -640566.250000 Penalty: 2870.590820
	Iteration 6Q: 3 clusters Score -640566.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -640773.375000 Penalty: 2870.590820
	Iteration 7Q: 3 clusters Score -640773.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -640979.937500 Penalty: 2870.590820
	Iteration 8Q: 3 clusters Score -640979.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -641205.687500 Penalty: 2870.590820
	Iteration 9Q: 3 clusters Score -641205.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -641445.125000 Penalty: 2870.590820
	Iteration 10Q: 3 clusters Score -641445.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -641605.437500 Penalty: 2870.590820
	Iteration 11Q: 3 clusters Score -641605.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -641729.687500 Penalty: 2870.590820
	Iteration 12Q: 3 clusters Score -641729.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -641831.750000 Penalty: 2870.590820
	Iteration 13Q: 3 clusters Score -641831.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -641907.687500 Penalty: 2870.590820
	Iteration 14Q: 3 clusters Score -641907.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -641957.500000 Penalty: 2870.590820
	Iteration 15Q: 3 clusters Score -641957.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -641997.312500 Penalty: 2870.590820
	Iteration 16Q: 3 clusters Score -641997.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -642018.750000 Penalty: 2870.590820
	Iteration 17Q: 3 clusters Score -642018.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -642032.562500 Penalty: 2870.590820
	Iteration 18Q: 3 clusters Score -642032.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -642042.625000 Penalty: 2870.590820
	Iteration 19Q: 3 clusters Score -642042.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -642051.875000 Penalty: 2870.590820
	Iteration 20F: 3 clusters Score -642051.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -642063.062500 Penalty: 2870.590820
	Iteration 21Q: 3 clusters Score -642063.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -642077.562500 Penalty: 2870.590820
	Iteration 22Q: 3 clusters Score -642077.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -642091.000000 Penalty: 2870.590820
	Iteration 23Q: 3 clusters Score -642091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -642104.187500 Penalty: 2870.590820
	Iteration 24Q: 3 clusters Score -642104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -642113.250000 Penalty: 2870.590820
	Iteration 25Q: 3 clusters Score -642113.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -642119.687500 Penalty: 2870.590820
	Iteration 26Q: 3 clusters Score -642119.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -642127.187500 Penalty: 2870.590820
	Iteration 27Q: 3 clusters Score -642127.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -642133.000000 Penalty: 2870.590820
	Iteration 28Q: 3 clusters Score -642133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -642141.437500 Penalty: 2870.590820
	Iteration 29Q: 3 clusters Score -642141.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -642157.187500 Penalty: 2870.590820
	Iteration 30Q: 3 clusters Score -642157.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -642185.437500 Penalty: 2870.590820
	Iteration 31Q: 3 clusters Score -642185.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -642218.312500 Penalty: 2870.590820
	Iteration 32Q: 3 clusters Score -642218.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -642245.875000 Penalty: 2870.590820
	Iteration 33Q: 3 clusters Score -642245.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -642275.500000 Penalty: 2870.590820
	Iteration 34Q: 3 clusters Score -642275.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -642300.437500 Penalty: 2870.590820
	Iteration 35Q: 3 clusters Score -642300.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -642319.375000 Penalty: 2870.590820
	Iteration 36Q: 3 clusters Score -642319.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -642337.875000 Penalty: 2870.590820
	Iteration 37Q: 3 clusters Score -642337.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -642349.250000 Penalty: 2870.590820
	Iteration 38Q: 3 clusters Score -642349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -642357.562500 Penalty: 2870.590820
	Iteration 39Q: 3 clusters Score -642357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -642360.187500 Penalty: 2870.590820
	Iteration 40F: 3 clusters Score -642360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -642360.625000 Penalty: 2870.590820
	Iteration 41Q: 3 clusters Score -642360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -642359.937500 Penalty: 2870.590820
	Iteration 42Q: 3 clusters Score -642359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -642362.562500 Penalty: 2870.590820
	Iteration 43Q: 3 clusters Score -642362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -642364.187500 Penalty: 2870.590820
	Iteration 44Q: 3 clusters Score -642364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -642364.125000 Penalty: 2870.590820
	Iteration 45Q: 3 clusters Score -642364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -642363.687500 Penalty: 2870.590820
	Iteration 46Q: 3 clusters Score -642363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -642363.937500 Penalty: 2870.590820
	Iteration 47Q: 3 clusters Score -642363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -642364.312500 Penalty: 2870.590820
	Iteration 48Q: 3 clusters Score -642364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -642364.312500 Penalty: 2870.590820
	Iteration 49F: 3 clusters Score -642364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Entering Unmasked Estep 
Score: -2312514.000000 Penalty: 1636.371094
	Iteration 0F: 2 clusters Score -2312514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2297191.250000 Penalty: 3272.742188
	Iteration 0F: 3 clusters Score -2297191 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2303516.500000 Penalty: 3272.742188
	Iteration 1F: 3 clusters Score -2303516 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2304398.000000 Penalty: 3272.742188
	Iteration 2F: 3 clusters Score -2304398 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2305552.500000 Penalty: 3272.742188
	Iteration 3F: 3 clusters Score -2305552 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2306781.750000 Penalty: 3272.742188
	Iteration 4F: 3 clusters Score -2306782 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2307823.000000 Penalty: 3272.742188
	Iteration 5F: 3 clusters Score -2307823 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2308677.250000 Penalty: 3272.742188
	Iteration 6F: 3 clusters Score -2308677 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2309422.750000 Penalty: 3272.742188
	Iteration 7F: 3 clusters Score -2309423 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2309940.750000 Penalty: 3272.742188
	Iteration 8Q: 3 clusters Score -2309941 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2310235.000000 Penalty: 3272.742188
	Iteration 9Q: 3 clusters Score -2310235 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2310350.500000 Penalty: 3272.742188
	Iteration 10Q: 3 clusters Score -2310350 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2310399.500000 Penalty: 3272.742188
	Iteration 11Q: 3 clusters Score -2310400 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2310408.750000 Penalty: 3272.742188
	Iteration 12Q: 3 clusters Score -2310409 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2310421.250000 Penalty: 3272.742188
	Iteration 13Q: 3 clusters Score -2310421 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2310412.250000 Penalty: 3272.742188
	Iteration 14Q: 3 clusters Score -2310412 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2310403.500000 Penalty: 3272.742188
	Iteration 15Q: 3 clusters Score -2310404 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2310364.750000 Penalty: 3272.742188
	Iteration 16Q: 3 clusters Score -2310365 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2310338.500000 Penalty: 3272.742188
	Iteration 17Q: 3 clusters Score -2310338 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2310324.750000 Penalty: 3272.742188
	Iteration 18Q: 3 clusters Score -2310325 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2310307.250000 Penalty: 3272.742188
	Iteration 19Q: 3 clusters Score -2310307 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2310286.000000 Penalty: 3272.742188
	Iteration 20F: 3 clusters Score -2310286 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2310264.500000 Penalty: 3272.742188
	Iteration 21Q: 3 clusters Score -2310264 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2310251.000000 Penalty: 3272.742188
	Iteration 22Q: 3 clusters Score -2310251 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2310228.750000 Penalty: 3272.742188
	Iteration 23Q: 3 clusters Score -2310229 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2310203.000000 Penalty: 3272.742188
	Iteration 24Q: 3 clusters Score -2310203 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2310189.750000 Penalty: 3272.742188
	Iteration 25Q: 3 clusters Score -2310190 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2310175.500000 Penalty: 3272.742188
	Iteration 26Q: 3 clusters Score -2310176 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2310161.500000 Penalty: 3272.742188
	Iteration 27Q: 3 clusters Score -2310162 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2310167.500000 Penalty: 3272.742188
	Iteration 28Q: 3 clusters Score -2310168 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2310163.750000 Penalty: 3272.742188
	Iteration 29Q: 3 clusters Score -2310164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2310155.250000 Penalty: 3272.742188
	Iteration 30Q: 3 clusters Score -2310155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2310153.000000 Penalty: 3272.742188
	Iteration 31Q: 3 clusters Score -2310153 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2310152.750000 Penalty: 3272.742188
	Iteration 32Q: 3 clusters Score -2310153 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2310151.000000 Penalty: 3272.742188
	Iteration 33Q: 3 clusters Score -2310151 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2310151.250000 Penalty: 3272.742188
	Iteration 34Q: 3 clusters Score -2310151 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2310160.250000 Penalty: 3272.742188
	Iteration 35Q: 3 clusters Score -2310160 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2310174.500000 Penalty: 3272.742188
	Iteration 36Q: 3 clusters Score -2310174 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2310185.250000 Penalty: 3272.742188
	Iteration 37Q: 3 clusters Score -2310185 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2310218.000000 Penalty: 3272.742188
	Iteration 38Q: 3 clusters Score -2310218 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2310231.750000 Penalty: 3272.742188
	Iteration 39Q: 3 clusters Score -2310232 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2310272.500000 Penalty: 3272.742188
	Iteration 40F: 3 clusters Score -2310272 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2310341.500000 Penalty: 3272.742188
	Iteration 41Q: 3 clusters Score -2310342 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2310398.250000 Penalty: 3272.742188
	Iteration 42Q: 3 clusters Score -2310398 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2310451.500000 Penalty: 3272.742188
	Iteration 43Q: 3 clusters Score -2310452 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2310481.500000 Penalty: 3272.742188
	Iteration 44Q: 3 clusters Score -2310482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2310523.000000 Penalty: 3272.742188
	Iteration 45Q: 3 clusters Score -2310523 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2310562.750000 Penalty: 3272.742188
	Iteration 46Q: 3 clusters Score -2310563 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2310590.750000 Penalty: 3272.742188
	Iteration 47Q: 3 clusters Score -2310591 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2310608.250000 Penalty: 3272.742188
	Iteration 48Q: 3 clusters Score -2310608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2310619.250000 Penalty: 3272.742188
	Iteration 49Q: 3 clusters Score -2310619 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2310631.250000 Penalty: 3272.742188
	Iteration 50Q: 3 clusters Score -2310631 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2310645.000000 Penalty: 3272.742188
	Iteration 51Q: 3 clusters Score -2310645 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2310663.750000 Penalty: 3272.742188
	Iteration 52Q: 3 clusters Score -2310664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2310688.250000 Penalty: 3272.742188
	Iteration 53Q: 3 clusters Score -2310688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2310705.500000 Penalty: 3272.742188
	Iteration 54Q: 3 clusters Score -2310706 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2310733.000000 Penalty: 3272.742188
	Iteration 55Q: 3 clusters Score -2310733 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2310747.750000 Penalty: 3272.742188
	Iteration 56Q: 3 clusters Score -2310748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2310761.250000 Penalty: 3272.742188
	Iteration 57Q: 3 clusters Score -2310761 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2310769.250000 Penalty: 3272.742188
	Iteration 58Q: 3 clusters Score -2310769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2310786.750000 Penalty: 3272.742188
	Iteration 59Q: 3 clusters Score -2310787 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2310810.000000 Penalty: 3272.742188
	Iteration 60F: 3 clusters Score -2310810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2310845.500000 Penalty: 3272.742188
	Iteration 61Q: 3 clusters Score -2310846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2310850.750000 Penalty: 3272.742188
	Iteration 62Q: 3 clusters Score -2310851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2310870.500000 Penalty: 3272.742188
	Iteration 63Q: 3 clusters Score -2310870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2310876.750000 Penalty: 3272.742188
	Iteration 64Q: 3 clusters Score -2310877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2310887.000000 Penalty: 3272.742188
	Iteration 65Q: 3 clusters Score -2310887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2310901.500000 Penalty: 3272.742188
	Iteration 66Q: 3 clusters Score -2310902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2310919.000000 Penalty: 3272.742188
	Iteration 67Q: 3 clusters Score -2310919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2310932.750000 Penalty: 3272.742188
	Iteration 68Q: 3 clusters Score -2310933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2310944.750000 Penalty: 3272.742188
	Iteration 69Q: 3 clusters Score -2310945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2310957.500000 Penalty: 3272.742188
	Iteration 70Q: 3 clusters Score -2310958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2310968.250000 Penalty: 3272.742188
	Iteration 71Q: 3 clusters Score -2310968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2310978.500000 Penalty: 3272.742188
	Iteration 72Q: 3 clusters Score -2310978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2310981.750000 Penalty: 3272.742188
	Iteration 73Q: 3 clusters Score -2310982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2310982.250000 Penalty: 3272.742188
	Iteration 74Q: 3 clusters Score -2310982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2310990.000000 Penalty: 3272.742188
	Iteration 75Q: 3 clusters Score -2310990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2310998.000000 Penalty: 3272.742188
	Iteration 76Q: 3 clusters Score -2310998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2311003.000000 Penalty: 3272.742188
	Iteration 77Q: 3 clusters Score -2311003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2311004.000000 Penalty: 3272.742188
	Iteration 78Q: 3 clusters Score -2311004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2311004.000000 Penalty: 3272.742188
	Iteration 79Q: 3 clusters Score -2311004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2311010.500000 Penalty: 3272.742188
	Iteration 80F: 3 clusters Score -2311010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2311009.500000 Penalty: 3272.742188
	Iteration 81Q: 3 clusters Score -2311010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2311017.500000 Penalty: 3272.742188
	Iteration 82Q: 3 clusters Score -2311018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2311020.750000 Penalty: 3272.742188
	Iteration 83Q: 3 clusters Score -2311021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2311025.000000 Penalty: 3272.742188
	Iteration 84Q: 3 clusters Score -2311025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2311031.000000 Penalty: 3272.742188
	Iteration 85Q: 3 clusters Score -2311031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2311050.000000 Penalty: 3272.742188
	Iteration 86Q: 3 clusters Score -2311050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2311055.250000 Penalty: 3272.742188
	Iteration 87Q: 3 clusters Score -2311055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2311073.000000 Penalty: 3272.742188
	Iteration 88Q: 3 clusters Score -2311073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2311081.250000 Penalty: 3272.742188
	Iteration 89Q: 3 clusters Score -2311081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2311098.750000 Penalty: 3272.742188
	Iteration 90Q: 3 clusters Score -2311099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2311116.750000 Penalty: 3272.742188
	Iteration 91Q: 3 clusters Score -2311117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2311124.000000 Penalty: 3272.742188
	Iteration 92Q: 3 clusters Score -2311124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2311139.250000 Penalty: 3272.742188
	Iteration 93Q: 3 clusters Score -2311139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2311152.000000 Penalty: 3272.742188
	Iteration 94Q: 3 clusters Score -2311152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2311162.000000 Penalty: 3272.742188
	Iteration 95Q: 3 clusters Score -2311162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2311176.500000 Penalty: 3272.742188
	Iteration 96Q: 3 clusters Score -2311176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2311184.000000 Penalty: 3272.742188
	Iteration 97Q: 3 clusters Score -2311184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2311199.250000 Penalty: 3272.742188
	Iteration 98Q: 3 clusters Score -2311199 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2311210.500000 Penalty: 3272.742188
	Iteration 99Q: 3 clusters Score -2311210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2311224.750000 Penalty: 3272.742188
	Iteration 100F: 3 clusters Score -2311225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2311235.250000 Penalty: 3272.742188
	Iteration 101Q: 3 clusters Score -2311235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2311242.000000 Penalty: 3272.742188
	Iteration 102Q: 3 clusters Score -2311242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2311254.000000 Penalty: 3272.742188
	Iteration 103Q: 3 clusters Score -2311254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2311255.250000 Penalty: 3272.742188
	Iteration 104Q: 3 clusters Score -2311255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2311265.750000 Penalty: 3272.742188
	Iteration 105Q: 3 clusters Score -2311266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2311267.250000 Penalty: 3272.742188
	Iteration 106Q: 3 clusters Score -2311267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2311269.250000 Penalty: 3272.742188
	Iteration 107Q: 3 clusters Score -2311269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2311275.250000 Penalty: 3272.742188
	Iteration 108Q: 3 clusters Score -2311275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2311276.250000 Penalty: 3272.742188
	Iteration 109Q: 3 clusters Score -2311276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2311274.500000 Penalty: 3272.742188
	Iteration 110Q: 3 clusters Score -2311274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2311278.500000 Penalty: 3272.742188
	Iteration 111Q: 3 clusters Score -2311278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2311278.000000 Penalty: 3272.742188
	Iteration 112Q: 3 clusters Score -2311278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2311284.250000 Penalty: 3272.742188
	Iteration 113Q: 3 clusters Score -2311284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2311280.500000 Penalty: 3272.742188
	Iteration 114Q: 3 clusters Score -2311280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2311285.500000 Penalty: 3272.742188
	Iteration 115Q: 3 clusters Score -2311286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2311289.500000 Penalty: 3272.742188
	Iteration 116Q: 3 clusters Score -2311290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2311283.750000 Penalty: 3272.742188
	Iteration 117Q: 3 clusters Score -2311284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2311293.500000 Penalty: 3272.742188
	Iteration 118Q: 3 clusters Score -2311294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2311292.250000 Penalty: 3272.742188
	Iteration 119Q: 3 clusters Score -2311292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2311294.250000 Penalty: 3272.742188
	Iteration 120F: 3 clusters Score -2311294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2311293.750000 Penalty: 3272.742188
	Iteration 121Q: 3 clusters Score -2311294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2311294.500000 Penalty: 3272.742188
	Iteration 122Q: 3 clusters Score -2311294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2311296.000000 Penalty: 3272.742188
	Iteration 123Q: 3 clusters Score -2311296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2311299.000000 Penalty: 3272.742188
	Iteration 124Q: 3 clusters Score -2311299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2311304.250000 Penalty: 3272.742188
	Iteration 125Q: 3 clusters Score -2311304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2311300.000000 Penalty: 3272.742188
	Iteration 126Q: 3 clusters Score -2311300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2311299.000000 Penalty: 3272.742188
	Iteration 127Q: 3 clusters Score -2311299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2311301.000000 Penalty: 3272.742188
	Iteration 128Q: 3 clusters Score -2311301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2311296.250000 Penalty: 3272.742188
	Iteration 129Q: 3 clusters Score -2311296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2311296.000000 Penalty: 3272.742188
	Iteration 130Q: 3 clusters Score -2311296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2311298.000000 Penalty: 3272.742188
	Iteration 131Q: 3 clusters Score -2311298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2311296.500000 Penalty: 3272.742188
	Iteration 132Q: 3 clusters Score -2311296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2311297.750000 Penalty: 3272.742188
	Iteration 133Q: 3 clusters Score -2311298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2311297.500000 Penalty: 3272.742188
	Iteration 134Q: 3 clusters Score -2311298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2311293.000000 Penalty: 3272.742188
	Iteration 135Q: 3 clusters Score -2311293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2311289.000000 Penalty: 3272.742188
	Iteration 136Q: 3 clusters Score -2311289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2311289.500000 Penalty: 3272.742188
	Iteration 137Q: 3 clusters Score -2311290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2311283.000000 Penalty: 3272.742188
	Iteration 138Q: 3 clusters Score -2311283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2311286.750000 Penalty: 3272.742188
	Iteration 139Q: 3 clusters Score -2311287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2311286.250000 Penalty: 3272.742188
	Iteration 140F: 3 clusters Score -2311286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2311290.000000 Penalty: 3272.742188
	Iteration 141Q: 3 clusters Score -2311290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2311281.000000 Penalty: 3272.742188
	Iteration 142Q: 3 clusters Score -2311281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2311283.250000 Penalty: 3272.742188
	Iteration 143Q: 3 clusters Score -2311283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2311293.750000 Penalty: 3272.742188
	Iteration 144Q: 3 clusters Score -2311294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2311296.750000 Penalty: 3272.742188
	Iteration 145Q: 3 clusters Score -2311297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2311290.000000 Penalty: 3272.742188
	Iteration 146Q: 3 clusters Score -2311290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2311291.500000 Penalty: 3272.742188
	Iteration 147Q: 3 clusters Score -2311292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2311290.750000 Penalty: 3272.742188
	Iteration 148Q: 3 clusters Score -2311291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2311284.250000 Penalty: 3272.742188
	Iteration 149Q: 3 clusters Score -2311284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2311287.250000 Penalty: 3272.742188
	Iteration 150Q: 3 clusters Score -2311287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2311286.750000 Penalty: 3272.742188
	Iteration 151Q: 3 clusters Score -2311287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2311289.250000 Penalty: 3272.742188
	Iteration 152Q: 3 clusters Score -2311289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2311294.250000 Penalty: 3272.742188
	Iteration 153Q: 3 clusters Score -2311294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2311292.000000 Penalty: 3272.742188
	Iteration 154Q: 3 clusters Score -2311292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2311300.250000 Penalty: 3272.742188
	Iteration 155Q: 3 clusters Score -2311300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2311299.500000 Penalty: 3272.742188
	Iteration 156Q: 3 clusters Score -2311300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2311307.750000 Penalty: 3272.742188
	Iteration 157Q: 3 clusters Score -2311308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2311309.250000 Penalty: 3272.742188
	Iteration 158Q: 3 clusters Score -2311309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2311311.750000 Penalty: 3272.742188
	Iteration 159Q: 3 clusters Score -2311312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2311313.000000 Penalty: 3272.742188
	Iteration 160F: 3 clusters Score -2311313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2311315.000000 Penalty: 3272.742188
	Iteration 161Q: 3 clusters Score -2311315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2311315.250000 Penalty: 3272.742188
	Iteration 162Q: 3 clusters Score -2311315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2311314.750000 Penalty: 3272.742188
	Iteration 163Q: 3 clusters Score -2311315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2311317.000000 Penalty: 3272.742188
	Iteration 164Q: 3 clusters Score -2311317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2311312.750000 Penalty: 3272.742188
	Iteration 165Q: 3 clusters Score -2311313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2311316.250000 Penalty: 3272.742188
	Iteration 166Q: 3 clusters Score -2311316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2311313.250000 Penalty: 3272.742188
	Iteration 167Q: 3 clusters Score -2311313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2311308.000000 Penalty: 3272.742188
	Iteration 168Q: 3 clusters Score -2311308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2311313.750000 Penalty: 3272.742188
	Iteration 169Q: 3 clusters Score -2311314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2311310.750000 Penalty: 3272.742188
	Iteration 170Q: 3 clusters Score -2311311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2311317.500000 Penalty: 3272.742188
	Iteration 171Q: 3 clusters Score -2311318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2311313.250000 Penalty: 3272.742188
	Iteration 172Q: 3 clusters Score -2311313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2311311.250000 Penalty: 3272.742188
	Iteration 173Q: 3 clusters Score -2311311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2311308.500000 Penalty: 3272.742188
	Iteration 174Q: 3 clusters Score -2311308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2311313.500000 Penalty: 3272.742188
	Iteration 175Q: 3 clusters Score -2311314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2311316.000000 Penalty: 3272.742188
	Iteration 176Q: 3 clusters Score -2311316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2311317.500000 Penalty: 3272.742188
	Iteration 177Q: 3 clusters Score -2311318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2311317.500000 Penalty: 3272.742188
	Iteration 178Q: 3 clusters Score -2311318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2311316.750000 Penalty: 3272.742188
	Iteration 179Q: 3 clusters Score -2311317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2311316.500000 Penalty: 3272.742188
	Iteration 180F: 3 clusters Score -2311316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2311314.750000 Penalty: 3272.742188
	Iteration 181Q: 3 clusters Score -2311315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2311315.750000 Penalty: 3272.742188
	Iteration 182Q: 3 clusters Score -2311316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2311315.000000 Penalty: 3272.742188
	Iteration 183Q: 3 clusters Score -2311315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2311313.500000 Penalty: 3272.742188
	Iteration 184Q: 3 clusters Score -2311314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2311313.500000 Penalty: 3272.742188
	Iteration 185Q: 3 clusters Score -2311314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2311309.750000 Penalty: 3272.742188
	Iteration 186Q: 3 clusters Score -2311310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2311314.250000 Penalty: 3272.742188
	Iteration 187Q: 3 clusters Score -2311314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2311311.500000 Penalty: 3272.742188
	Iteration 188Q: 3 clusters Score -2311312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2311313.000000 Penalty: 3272.742188
	Iteration 189Q: 3 clusters Score -2311313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2311318.750000 Penalty: 3272.742188
	Iteration 190Q: 3 clusters Score -2311319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2311316.000000 Penalty: 3272.742188
	Iteration 191Q: 3 clusters Score -2311316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2311322.250000 Penalty: 3272.742188
	Iteration 192Q: 3 clusters Score -2311322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2311320.250000 Penalty: 3272.742188
	Iteration 193Q: 3 clusters Score -2311320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2311324.750000 Penalty: 3272.742188
	Iteration 194Q: 3 clusters Score -2311325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2311324.750000 Penalty: 3272.742188
	Iteration 195Q: 3 clusters Score -2311325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2311323.750000 Penalty: 3272.742188
	Iteration 196Q: 3 clusters Score -2311324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2311334.000000 Penalty: 3272.742188
	Iteration 197Q: 3 clusters Score -2311334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2311334.250000 Penalty: 3272.742188
	Iteration 198Q: 3 clusters Score -2311334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2311332.250000 Penalty: 3272.742188
	Iteration 199Q: 3 clusters Score -2311332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2311332.000000 Penalty: 3272.742188
	Iteration 200F: 3 clusters Score -2311332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2311331.750000 Penalty: 3272.742188
	Iteration 201Q: 3 clusters Score -2311332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2311329.750000 Penalty: 3272.742188
	Iteration 202Q: 3 clusters Score -2311330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2311332.000000 Penalty: 3272.742188
	Iteration 203Q: 3 clusters Score -2311332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2311333.750000 Penalty: 3272.742188
	Iteration 204Q: 3 clusters Score -2311334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2311333.000000 Penalty: 3272.742188
	Iteration 205Q: 3 clusters Score -2311333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2311332.750000 Penalty: 3272.742188
	Iteration 206Q: 3 clusters Score -2311333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2311331.000000 Penalty: 3272.742188
	Iteration 207Q: 3 clusters Score -2311331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2311334.000000 Penalty: 3272.742188
	Iteration 208Q: 3 clusters Score -2311334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2311333.250000 Penalty: 3272.742188
	Iteration 209Q: 3 clusters Score -2311333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2311332.500000 Penalty: 3272.742188
	Iteration 210Q: 3 clusters Score -2311332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2311332.000000 Penalty: 3272.742188
	Iteration 211Q: 3 clusters Score -2311332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2311334.750000 Penalty: 3272.742188
	Iteration 212Q: 3 clusters Score -2311335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2311330.250000 Penalty: 3272.742188
	Iteration 213Q: 3 clusters Score -2311330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2311333.250000 Penalty: 3272.742188
	Iteration 214Q: 3 clusters Score -2311333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2311337.750000 Penalty: 3272.742188
	Iteration 215Q: 3 clusters Score -2311338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2311340.000000 Penalty: 3272.742188
	Iteration 216Q: 3 clusters Score -2311340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2311340.000000 Penalty: 3272.742188
	Iteration 217Q: 3 clusters Score -2311340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2311341.000000 Penalty: 3272.742188
	Iteration 218Q: 3 clusters Score -2311341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2311338.500000 Penalty: 3272.742188
	Iteration 219Q: 3 clusters Score -2311338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2311344.000000 Penalty: 3272.742188
	Iteration 220F: 3 clusters Score -2311344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2311340.750000 Penalty: 3272.742188
	Iteration 221Q: 3 clusters Score -2311341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2311346.000000 Penalty: 3272.742188
	Iteration 222Q: 3 clusters Score -2311346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2311351.250000 Penalty: 3272.742188
	Iteration 223Q: 3 clusters Score -2311351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2311350.750000 Penalty: 3272.742188
	Iteration 224Q: 3 clusters Score -2311351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2311350.000000 Penalty: 3272.742188
	Iteration 225Q: 3 clusters Score -2311350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2311351.250000 Penalty: 3272.742188
	Iteration 226Q: 3 clusters Score -2311351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2311354.750000 Penalty: 3272.742188
	Iteration 227Q: 3 clusters Score -2311355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2311349.750000 Penalty: 3272.742188
	Iteration 228Q: 3 clusters Score -2311350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2311355.750000 Penalty: 3272.742188
	Iteration 229Q: 3 clusters Score -2311356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2311356.250000 Penalty: 3272.742188
	Iteration 230Q: 3 clusters Score -2311356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2311353.000000 Penalty: 3272.742188
	Iteration 231Q: 3 clusters Score -2311353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2311353.500000 Penalty: 3272.742188
	Iteration 232Q: 3 clusters Score -2311354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2311354.000000 Penalty: 3272.742188
	Iteration 233Q: 3 clusters Score -2311354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2311349.750000 Penalty: 3272.742188
	Iteration 234Q: 3 clusters Score -2311350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2311350.750000 Penalty: 3272.742188
	Iteration 235Q: 3 clusters Score -2311351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2311355.750000 Penalty: 3272.742188
	Iteration 236Q: 3 clusters Score -2311356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2311355.750000 Penalty: 3272.742188
	Iteration 237F: 3 clusters Score -2311356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -294270.062500 Penalty: 1317.602295
	Iteration 0F: 2 clusters Score -294270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -291291.875000 Penalty: 2635.204590
	Iteration 0F: 3 clusters Score -291291.9 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -292049.843750 Penalty: 2635.204590
	Iteration 1F: 3 clusters Score -292049.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -292227.625000 Penalty: 2635.204590
	Iteration 2F: 3 clusters Score -292227.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -292343.312500 Penalty: 2635.204590
	Iteration 3F: 3 clusters Score -292343.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -292435.250000 Penalty: 2635.204590
	Iteration 4Q: 3 clusters Score -292435.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -292527.937500 Penalty: 2635.204590
	Iteration 5Q: 3 clusters Score -292527.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -292620.312500 Penalty: 2635.204590
	Iteration 6Q: 3 clusters Score -292620.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -292725.875000 Penalty: 2635.204590
	Iteration 7Q: 3 clusters Score -292725.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -292852.718750 Penalty: 2635.204590
	Iteration 8Q: 3 clusters Score -292852.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -293012.562500 Penalty: 2635.204590
	Iteration 9Q: 3 clusters Score -293012.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -293160.000000 Penalty: 2635.204590
	Iteration 10Q: 3 clusters Score -293160 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -293298.218750 Penalty: 2635.204590
	Iteration 11Q: 3 clusters Score -293298.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -293419.250000 Penalty: 2635.204590
	Iteration 12Q: 3 clusters Score -293419.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -293525.781250 Penalty: 2635.204590
	Iteration 13Q: 3 clusters Score -293525.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -293584.250000 Penalty: 2635.204590
	Iteration 14Q: 3 clusters Score -293584.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -293622.250000 Penalty: 2635.204590
	Iteration 15Q: 3 clusters Score -293622.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -293651.843750 Penalty: 2635.204590
	Iteration 16Q: 3 clusters Score -293651.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -293671.875000 Penalty: 2635.204590
	Iteration 17Q: 3 clusters Score -293671.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -293681.093750 Penalty: 2635.204590
	Iteration 18Q: 3 clusters Score -293681.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -293688.000000 Penalty: 2635.204590
	Iteration 19Q: 3 clusters Score -293688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -293692.750000 Penalty: 2635.204590
	Iteration 20F: 3 clusters Score -293692.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -293696.562500 Penalty: 2635.204590
	Iteration 21Q: 3 clusters Score -293696.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -293700.343750 Penalty: 2635.204590
	Iteration 22Q: 3 clusters Score -293700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -293702.125000 Penalty: 2635.204590
	Iteration 23Q: 3 clusters Score -293702.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -293705.906250 Penalty: 2635.204590
	Iteration 24Q: 3 clusters Score -293705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -293710.218750 Penalty: 2635.204590
	Iteration 25Q: 3 clusters Score -293710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -293714.281250 Penalty: 2635.204590
	Iteration 26Q: 3 clusters Score -293714.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -293719.312500 Penalty: 2635.204590
	Iteration 27Q: 3 clusters Score -293719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -293722.687500 Penalty: 2635.204590
	Iteration 28Q: 3 clusters Score -293722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -293725.187500 Penalty: 2635.204590
	Iteration 29Q: 3 clusters Score -293725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -293728.375000 Penalty: 2635.204590
	Iteration 30Q: 3 clusters Score -293728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -293731.281250 Penalty: 2635.204590
	Iteration 31Q: 3 clusters Score -293731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -293733.343750 Penalty: 2635.204590
	Iteration 32Q: 3 clusters Score -293733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -293735.875000 Penalty: 2635.204590
	Iteration 33Q: 3 clusters Score -293735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -293739.343750 Penalty: 2635.204590
	Iteration 34Q: 3 clusters Score -293739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -293742.062500 Penalty: 2635.204590
	Iteration 35Q: 3 clusters Score -293742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -293744.687500 Penalty: 2635.204590
	Iteration 36Q: 3 clusters Score -293744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -293745.812500 Penalty: 2635.204590
	Iteration 37Q: 3 clusters Score -293745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -293746.062500 Penalty: 2635.204590
	Iteration 38Q: 3 clusters Score -293746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -293746.375000 Penalty: 2635.204590
	Iteration 39Q: 3 clusters Score -293746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -293746.375000 Penalty: 2635.204590
	Iteration 40F: 3 clusters Score -293746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Entering Unmasked Estep 
Score: -1712076.125000 Penalty: 1596.357910
	Iteration 0F: 2 clusters Score -1712076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1699443.125000 Penalty: 3192.715820
	Iteration 0F: 3 clusters Score -1699443 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1703905.500000 Penalty: 3192.715820
	Iteration 1F: 3 clusters Score -1703906 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1704197.500000 Penalty: 3192.715820
	Iteration 2Q: 3 clusters Score -1704198 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1704446.000000 Penalty: 3192.715820
	Iteration 3Q: 3 clusters Score -1704446 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1704684.750000 Penalty: 3192.715820
	Iteration 4Q: 3 clusters Score -1704685 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1704912.750000 Penalty: 3192.715820
	Iteration 5Q: 3 clusters Score -1704913 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1705163.125000 Penalty: 3192.715820
	Iteration 6Q: 3 clusters Score -1705163 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1705444.375000 Penalty: 3192.715820
	Iteration 7Q: 3 clusters Score -1705444 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1705834.000000 Penalty: 3192.715820
	Iteration 8Q: 3 clusters Score -1705834 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1706382.625000 Penalty: 3192.715820
	Iteration 9F: 3 clusters Score -1706383 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1707067.000000 Penalty: 3192.715820
	Iteration 10F: 3 clusters Score -1707067 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1707867.750000 Penalty: 3192.715820
	Iteration 11F: 3 clusters Score -1707868 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1708784.125000 Penalty: 3192.715820
	Iteration 12F: 3 clusters Score -1708784 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1709582.750000 Penalty: 3192.715820
	Iteration 13Q: 3 clusters Score -1709583 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1710092.500000 Penalty: 3192.715820
	Iteration 14Q: 3 clusters Score -1710092 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1710384.750000 Penalty: 3192.715820
	Iteration 15Q: 3 clusters Score -1710385 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1710543.625000 Penalty: 3192.715820
	Iteration 16Q: 3 clusters Score -1710544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1710642.750000 Penalty: 3192.715820
	Iteration 17Q: 3 clusters Score -1710643 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1710701.000000 Penalty: 3192.715820
	Iteration 18Q: 3 clusters Score -1710701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1710752.750000 Penalty: 3192.715820
	Iteration 19Q: 3 clusters Score -1710753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1710792.125000 Penalty: 3192.715820
	Iteration 20F: 3 clusters Score -1710792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1710814.875000 Penalty: 3192.715820
	Iteration 21Q: 3 clusters Score -1710815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1710830.125000 Penalty: 3192.715820
	Iteration 22Q: 3 clusters Score -1710830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1710843.125000 Penalty: 3192.715820
	Iteration 23Q: 3 clusters Score -1710843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1710854.500000 Penalty: 3192.715820
	Iteration 24Q: 3 clusters Score -1710854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1710869.875000 Penalty: 3192.715820
	Iteration 25Q: 3 clusters Score -1710870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1710878.750000 Penalty: 3192.715820
	Iteration 26Q: 3 clusters Score -1710879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1710883.750000 Penalty: 3192.715820
	Iteration 27Q: 3 clusters Score -1710884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1710884.375000 Penalty: 3192.715820
	Iteration 28Q: 3 clusters Score -1710884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1710884.625000 Penalty: 3192.715820
	Iteration 29Q: 3 clusters Score -1710885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1710885.125000 Penalty: 3192.715820
	Iteration 30Q: 3 clusters Score -1710885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1710885.750000 Penalty: 3192.715820
	Iteration 31Q: 3 clusters Score -1710886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1710884.375000 Penalty: 3192.715820
	Iteration 32Q: 3 clusters Score -1710884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1710885.750000 Penalty: 3192.715820
	Iteration 33Q: 3 clusters Score -1710886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1710888.625000 Penalty: 3192.715820
	Iteration 34Q: 3 clusters Score -1710889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1710888.125000 Penalty: 3192.715820
	Iteration 35Q: 3 clusters Score -1710888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1710888.125000 Penalty: 3192.715820
	Iteration 36F: 3 clusters Score -1710888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -382052.812500 Penalty: 1349.721436
	Iteration 0F: 2 clusters Score -382052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -378600.906250 Penalty: 2699.442871
	Iteration 0F: 3 clusters Score -378600.9 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -379493.781250 Penalty: 2699.442871
	Iteration 1F: 3 clusters Score -379493.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -379667.156250 Penalty: 2699.442871
	Iteration 2F: 3 clusters Score -379667.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -379786.781250 Penalty: 2699.442871
	Iteration 3F: 3 clusters Score -379786.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -379891.281250 Penalty: 2699.442871
	Iteration 4Q: 3 clusters Score -379891.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -380005.656250 Penalty: 2699.442871
	Iteration 5Q: 3 clusters Score -380005.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -380121.593750 Penalty: 2699.442871
	Iteration 6Q: 3 clusters Score -380121.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -380245.968750 Penalty: 2699.442871
	Iteration 7Q: 3 clusters Score -380246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -380411.781250 Penalty: 2699.442871
	Iteration 8Q: 3 clusters Score -380411.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -380570.406250 Penalty: 2699.442871
	Iteration 9Q: 3 clusters Score -380570.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -380711.343750 Penalty: 2699.442871
	Iteration 10Q: 3 clusters Score -380711.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -380807.718750 Penalty: 2699.442871
	Iteration 11Q: 3 clusters Score -380807.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -380880.375000 Penalty: 2699.442871
	Iteration 12Q: 3 clusters Score -380880.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -380936.937500 Penalty: 2699.442871
	Iteration 13Q: 3 clusters Score -380936.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -381008.468750 Penalty: 2699.442871
	Iteration 14Q: 3 clusters Score -381008.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -381096.718750 Penalty: 2699.442871
	Iteration 15Q: 3 clusters Score -381096.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -381216.593750 Penalty: 2699.442871
	Iteration 16Q: 3 clusters Score -381216.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -381320.625000 Penalty: 2699.442871
	Iteration 17Q: 3 clusters Score -381320.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -381374.937500 Penalty: 2699.442871
	Iteration 18Q: 3 clusters Score -381374.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -381407.375000 Penalty: 2699.442871
	Iteration 19Q: 3 clusters Score -381407.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -381424.500000 Penalty: 2699.442871
	Iteration 20F: 3 clusters Score -381424.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -381436.562500 Penalty: 2699.442871
	Iteration 21Q: 3 clusters Score -381436.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -381445.406250 Penalty: 2699.442871
	Iteration 22Q: 3 clusters Score -381445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -381448.687500 Penalty: 2699.442871
	Iteration 23Q: 3 clusters Score -381448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -381450.656250 Penalty: 2699.442871
	Iteration 24Q: 3 clusters Score -381450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -381451.875000 Penalty: 2699.442871
	Iteration 25Q: 3 clusters Score -381451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -381452.625000 Penalty: 2699.442871
	Iteration 26Q: 3 clusters Score -381452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -381454.437500 Penalty: 2699.442871
	Iteration 27Q: 3 clusters Score -381454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -381456.812500 Penalty: 2699.442871
	Iteration 28Q: 3 clusters Score -381456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -381458.750000 Penalty: 2699.442871
	Iteration 29Q: 3 clusters Score -381458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -381460.656250 Penalty: 2699.442871
	Iteration 30Q: 3 clusters Score -381460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -381461.281250 Penalty: 2699.442871
	Iteration 31Q: 3 clusters Score -381461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -381462.718750 Penalty: 2699.442871
	Iteration 32Q: 3 clusters Score -381462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -381465.250000 Penalty: 2699.442871
	Iteration 33Q: 3 clusters Score -381465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -381466.125000 Penalty: 2699.442871
	Iteration 34Q: 3 clusters Score -381466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -381468.687500 Penalty: 2699.442871
	Iteration 35Q: 3 clusters Score -381468.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -381469.468750 Penalty: 2699.442871
	Iteration 36Q: 3 clusters Score -381469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -381469.468750 Penalty: 2699.442871
	Iteration 37F: 3 clusters Score -381469.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Entering Unmasked Estep 
Score: -4620744.000000 Penalty: 1755.708618
	Iteration 0F: 2 clusters Score -4620744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4593775.000000 Penalty: 3511.417236
	Iteration 0F: 3 clusters Score -4593775 nChanged 23138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4606580.500000 Penalty: 3511.417236
	Iteration 1F: 3 clusters Score -4606580 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4607040.000000 Penalty: 3511.417236
	Iteration 2Q: 3 clusters Score -4607040 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4607484.000000 Penalty: 3511.417236
	Iteration 3Q: 3 clusters Score -4607484 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4607988.000000 Penalty: 3511.417236
	Iteration 4Q: 3 clusters Score -4607988 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4608523.500000 Penalty: 3511.417236
	Iteration 5Q: 3 clusters Score -4608524 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -4609236.000000 Penalty: 3511.417236
	Iteration 6Q: 3 clusters Score -4609236 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -4610302.000000 Penalty: 3511.417236
	Iteration 7Q: 3 clusters Score -4610302 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4611971.000000 Penalty: 3511.417236
	Iteration 8F: 3 clusters Score -4611971 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4614061.000000 Penalty: 3511.417236
	Iteration 9F: 3 clusters Score -4614061 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -4615927.500000 Penalty: 3511.417236
	Iteration 10F: 3 clusters Score -4615928 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4617378.000000 Penalty: 3511.417236
	Iteration 11F: 3 clusters Score -4617378 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4618286.500000 Penalty: 3511.417236
	Iteration 12Q: 3 clusters Score -4618286 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4618904.000000 Penalty: 3511.417236
	Iteration 13Q: 3 clusters Score -4618904 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4619211.500000 Penalty: 3511.417236
	Iteration 14Q: 3 clusters Score -4619212 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4619344.500000 Penalty: 3511.417236
	Iteration 15Q: 3 clusters Score -4619344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4619387.500000 Penalty: 3511.417236
	Iteration 16Q: 3 clusters Score -4619388 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4619413.000000 Penalty: 3511.417236
	Iteration 17Q: 3 clusters Score -4619413 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4619451.500000 Penalty: 3511.417236
	Iteration 18Q: 3 clusters Score -4619452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4619471.000000 Penalty: 3511.417236
	Iteration 19Q: 3 clusters Score -4619471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4619489.500000 Penalty: 3511.417236
	Iteration 20F: 3 clusters Score -4619490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4619502.000000 Penalty: 3511.417236
	Iteration 21Q: 3 clusters Score -4619502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4619503.500000 Penalty: 3511.417236
	Iteration 22Q: 3 clusters Score -4619504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4619507.000000 Penalty: 3511.417236
	Iteration 23Q: 3 clusters Score -4619507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4619511.500000 Penalty: 3511.417236
	Iteration 24Q: 3 clusters Score -4619512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4619505.000000 Penalty: 3511.417236
	Iteration 25Q: 3 clusters Score -4619505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4619509.500000 Penalty: 3511.417236
	Iteration 26Q: 3 clusters Score -4619510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4619512.500000 Penalty: 3511.417236
	Iteration 27Q: 3 clusters Score -4619512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4619506.500000 Penalty: 3511.417236
	Iteration 28Q: 3 clusters Score -4619506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4619504.000000 Penalty: 3511.417236
	Iteration 29Q: 3 clusters Score -4619504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4619506.500000 Penalty: 3511.417236
	Iteration 30Q: 3 clusters Score -4619506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4619509.500000 Penalty: 3511.417236
	Iteration 31Q: 3 clusters Score -4619510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4619508.500000 Penalty: 3511.417236
	Iteration 32Q: 3 clusters Score -4619508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4619508.500000 Penalty: 3511.417236
	Iteration 33Q: 3 clusters Score -4619508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4619504.500000 Penalty: 3511.417236
	Iteration 34Q: 3 clusters Score -4619504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4619509.000000 Penalty: 3511.417236
	Iteration 35Q: 3 clusters Score -4619509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4619509.000000 Penalty: 3511.417236
	Iteration 36Q: 3 clusters Score -4619509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4619506.000000 Penalty: 3511.417236
	Iteration 37Q: 3 clusters Score -4619506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4619510.000000 Penalty: 3511.417236
	Iteration 38Q: 3 clusters Score -4619510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4619510.500000 Penalty: 3511.417236
	Iteration 39Q: 3 clusters Score -4619510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4619514.500000 Penalty: 3511.417236
	Iteration 40F: 3 clusters Score -4619514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4619516.500000 Penalty: 3511.417236
	Iteration 41Q: 3 clusters Score -4619516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4619518.000000 Penalty: 3511.417236
	Iteration 42Q: 3 clusters Score -4619518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4619515.000000 Penalty: 3511.417236
	Iteration 43Q: 3 clusters Score -4619515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4619517.500000 Penalty: 3511.417236
	Iteration 44Q: 3 clusters Score -4619518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4619516.500000 Penalty: 3511.417236
	Iteration 45Q: 3 clusters Score -4619516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4619516.500000 Penalty: 3511.417236
	Iteration 46F: 3 clusters Score -4619516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -140266.171875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -140266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -138468.656250 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -138468.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138798.296875 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -138798.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -138875.562500 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -138875.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138915.250000 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -138915.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138944.734375 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -138944.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138969.328125 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -138969.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138995.718750 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -138995.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -139017.312500 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139017.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139030.328125 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139030.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139036.171875 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -139038.875000 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -139042.343750 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -139047.312500 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139047.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -139053.312500 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139053.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139058.796875 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -139058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139062.812500 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -139062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139064.250000 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -139064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139064.250000 Penalty: 2388.081787
	Iteration 17F: 3 clusters Score -139064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Entering Unmasked Estep 
Score: -1706090.250000 Penalty: 1592.745361
	Iteration 0F: 2 clusters Score -1706090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1693750.000000 Penalty: 3185.490723
	Iteration 0F: 3 clusters Score -1693750 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1698015.750000 Penalty: 3185.490723
	Iteration 1F: 3 clusters Score -1698016 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1698292.875000 Penalty: 3185.490723
	Iteration 2Q: 3 clusters Score -1698293 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1698528.875000 Penalty: 3185.490723
	Iteration 3Q: 3 clusters Score -1698529 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1698734.000000 Penalty: 3185.490723
	Iteration 4Q: 3 clusters Score -1698734 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1698915.000000 Penalty: 3185.490723
	Iteration 5Q: 3 clusters Score -1698915 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1699098.750000 Penalty: 3185.490723
	Iteration 6Q: 3 clusters Score -1699099 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1699316.875000 Penalty: 3185.490723
	Iteration 7Q: 3 clusters Score -1699317 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1699597.500000 Penalty: 3185.490723
	Iteration 8Q: 3 clusters Score -1699598 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1699976.125000 Penalty: 3185.490723
	Iteration 9Q: 3 clusters Score -1699976 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1700440.375000 Penalty: 3185.490723
	Iteration 10Q: 3 clusters Score -1700440 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1701004.875000 Penalty: 3185.490723
	Iteration 11Q: 3 clusters Score -1701005 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1701624.375000 Penalty: 3185.490723
	Iteration 12Q: 3 clusters Score -1701624 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1702244.625000 Penalty: 3185.490723
	Iteration 13Q: 3 clusters Score -1702245 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1702711.125000 Penalty: 3185.490723
	Iteration 14Q: 3 clusters Score -1702711 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1703047.375000 Penalty: 3185.490723
	Iteration 15Q: 3 clusters Score -1703047 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1703274.750000 Penalty: 3185.490723
	Iteration 16Q: 3 clusters Score -1703275 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1703456.375000 Penalty: 3185.490723
	Iteration 17Q: 3 clusters Score -1703456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1703591.125000 Penalty: 3185.490723
	Iteration 18Q: 3 clusters Score -1703591 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1703703.375000 Penalty: 3185.490723
	Iteration 19Q: 3 clusters Score -1703703 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1703782.250000 Penalty: 3185.490723
	Iteration 20F: 3 clusters Score -1703782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1703861.125000 Penalty: 3185.490723
	Iteration 21Q: 3 clusters Score -1703861 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1703941.500000 Penalty: 3185.490723
	Iteration 22Q: 3 clusters Score -1703942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1704019.875000 Penalty: 3185.490723
	Iteration 23Q: 3 clusters Score -1704020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1704065.125000 Penalty: 3185.490723
	Iteration 24Q: 3 clusters Score -1704065 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1704108.500000 Penalty: 3185.490723
	Iteration 25Q: 3 clusters Score -1704108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1704139.875000 Penalty: 3185.490723
	Iteration 26Q: 3 clusters Score -1704140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1704166.000000 Penalty: 3185.490723
	Iteration 27Q: 3 clusters Score -1704166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1704202.000000 Penalty: 3185.490723
	Iteration 28Q: 3 clusters Score -1704202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1704229.875000 Penalty: 3185.490723
	Iteration 29Q: 3 clusters Score -1704230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1704254.625000 Penalty: 3185.490723
	Iteration 30Q: 3 clusters Score -1704255 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1704284.375000 Penalty: 3185.490723
	Iteration 31Q: 3 clusters Score -1704284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1704305.375000 Penalty: 3185.490723
	Iteration 32Q: 3 clusters Score -1704305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1704320.750000 Penalty: 3185.490723
	Iteration 33Q: 3 clusters Score -1704321 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1704330.750000 Penalty: 3185.490723
	Iteration 34Q: 3 clusters Score -1704331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1704352.000000 Penalty: 3185.490723
	Iteration 35Q: 3 clusters Score -1704352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1704375.125000 Penalty: 3185.490723
	Iteration 36Q: 3 clusters Score -1704375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1704395.750000 Penalty: 3185.490723
	Iteration 37Q: 3 clusters Score -1704396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1704417.000000 Penalty: 3185.490723
	Iteration 38Q: 3 clusters Score -1704417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1704442.625000 Penalty: 3185.490723
	Iteration 39Q: 3 clusters Score -1704443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1704462.375000 Penalty: 3185.490723
	Iteration 40F: 3 clusters Score -1704462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1704476.250000 Penalty: 3185.490723
	Iteration 41Q: 3 clusters Score -1704476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1704490.875000 Penalty: 3185.490723
	Iteration 42Q: 3 clusters Score -1704491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1704499.750000 Penalty: 3185.490723
	Iteration 43Q: 3 clusters Score -1704500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1704513.125000 Penalty: 3185.490723
	Iteration 44Q: 3 clusters Score -1704513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1704520.000000 Penalty: 3185.490723
	Iteration 45Q: 3 clusters Score -1704520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1704524.875000 Penalty: 3185.490723
	Iteration 46Q: 3 clusters Score -1704525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1704531.375000 Penalty: 3185.490723
	Iteration 47Q: 3 clusters Score -1704531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1704533.875000 Penalty: 3185.490723
	Iteration 48Q: 3 clusters Score -1704534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1704540.250000 Penalty: 3185.490723
	Iteration 49Q: 3 clusters Score -1704540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1704543.500000 Penalty: 3185.490723
	Iteration 50Q: 3 clusters Score -1704544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1704552.375000 Penalty: 3185.490723
	Iteration 51Q: 3 clusters Score -1704552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1704556.625000 Penalty: 3185.490723
	Iteration 52Q: 3 clusters Score -1704557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1704566.875000 Penalty: 3185.490723
	Iteration 53Q: 3 clusters Score -1704567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1704573.125000 Penalty: 3185.490723
	Iteration 54Q: 3 clusters Score -1704573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1704579.750000 Penalty: 3185.490723
	Iteration 55Q: 3 clusters Score -1704580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1704585.000000 Penalty: 3185.490723
	Iteration 56Q: 3 clusters Score -1704585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1704587.875000 Penalty: 3185.490723
	Iteration 57Q: 3 clusters Score -1704588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1704589.625000 Penalty: 3185.490723
	Iteration 58Q: 3 clusters Score -1704590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1704591.375000 Penalty: 3185.490723
	Iteration 59Q: 3 clusters Score -1704591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1704595.000000 Penalty: 3185.490723
	Iteration 60F: 3 clusters Score -1704595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1704604.625000 Penalty: 3185.490723
	Iteration 61Q: 3 clusters Score -1704605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1704605.125000 Penalty: 3185.490723
	Iteration 62Q: 3 clusters Score -1704605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1704601.750000 Penalty: 3185.490723
	Iteration 63Q: 3 clusters Score -1704602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1704603.250000 Penalty: 3185.490723
	Iteration 64Q: 3 clusters Score -1704603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1704606.750000 Penalty: 3185.490723
	Iteration 65Q: 3 clusters Score -1704607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1704613.750000 Penalty: 3185.490723
	Iteration 66Q: 3 clusters Score -1704614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1704616.625000 Penalty: 3185.490723
	Iteration 67Q: 3 clusters Score -1704617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1704618.375000 Penalty: 3185.490723
	Iteration 68Q: 3 clusters Score -1704618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1704621.000000 Penalty: 3185.490723
	Iteration 69Q: 3 clusters Score -1704621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1704622.500000 Penalty: 3185.490723
	Iteration 70Q: 3 clusters Score -1704622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1704623.000000 Penalty: 3185.490723
	Iteration 71Q: 3 clusters Score -1704623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1704627.625000 Penalty: 3185.490723
	Iteration 72Q: 3 clusters Score -1704628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1704627.875000 Penalty: 3185.490723
	Iteration 73Q: 3 clusters Score -1704628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1704630.625000 Penalty: 3185.490723
	Iteration 74Q: 3 clusters Score -1704631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1704631.750000 Penalty: 3185.490723
	Iteration 75Q: 3 clusters Score -1704632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1704631.750000 Penalty: 3185.490723
	Iteration 76Q: 3 clusters Score -1704632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1704631.250000 Penalty: 3185.490723
	Iteration 77Q: 3 clusters Score -1704631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1704630.500000 Penalty: 3185.490723
	Iteration 78Q: 3 clusters Score -1704630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1704631.250000 Penalty: 3185.490723
	Iteration 79Q: 3 clusters Score -1704631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1704631.625000 Penalty: 3185.490723
	Iteration 80F: 3 clusters Score -1704632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1704631.000000 Penalty: 3185.490723
	Iteration 81Q: 3 clusters Score -1704631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1704632.250000 Penalty: 3185.490723
	Iteration 82Q: 3 clusters Score -1704632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1704631.000000 Penalty: 3185.490723
	Iteration 83Q: 3 clusters Score -1704631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1704633.875000 Penalty: 3185.490723
	Iteration 84Q: 3 clusters Score -1704634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1704634.250000 Penalty: 3185.490723
	Iteration 85Q: 3 clusters Score -1704634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1704632.750000 Penalty: 3185.490723
	Iteration 86Q: 3 clusters Score -1704633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1704632.750000 Penalty: 3185.490723
	Iteration 87Q: 3 clusters Score -1704633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1704632.125000 Penalty: 3185.490723
	Iteration 88Q: 3 clusters Score -1704632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1704637.375000 Penalty: 3185.490723
	Iteration 89Q: 3 clusters Score -1704637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1704641.125000 Penalty: 3185.490723
	Iteration 90Q: 3 clusters Score -1704641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1704645.375000 Penalty: 3185.490723
	Iteration 91Q: 3 clusters Score -1704645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1704650.000000 Penalty: 3185.490723
	Iteration 92Q: 3 clusters Score -1704650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1704652.250000 Penalty: 3185.490723
	Iteration 93Q: 3 clusters Score -1704652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1704655.125000 Penalty: 3185.490723
	Iteration 94Q: 3 clusters Score -1704655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1704659.125000 Penalty: 3185.490723
	Iteration 95Q: 3 clusters Score -1704659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1704659.500000 Penalty: 3185.490723
	Iteration 96Q: 3 clusters Score -1704660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1704661.500000 Penalty: 3185.490723
	Iteration 97Q: 3 clusters Score -1704662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1704661.125000 Penalty: 3185.490723
	Iteration 98Q: 3 clusters Score -1704661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1704662.750000 Penalty: 3185.490723
	Iteration 99Q: 3 clusters Score -1704663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1704663.750000 Penalty: 3185.490723
	Iteration 100F: 3 clusters Score -1704664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1704663.625000 Penalty: 3185.490723
	Iteration 101Q: 3 clusters Score -1704664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1704664.500000 Penalty: 3185.490723
	Iteration 102Q: 3 clusters Score -1704664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1704662.750000 Penalty: 3185.490723
	Iteration 103Q: 3 clusters Score -1704663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1704661.125000 Penalty: 3185.490723
	Iteration 104Q: 3 clusters Score -1704661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1704661.875000 Penalty: 3185.490723
	Iteration 105Q: 3 clusters Score -1704662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1704664.375000 Penalty: 3185.490723
	Iteration 106Q: 3 clusters Score -1704664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1704663.500000 Penalty: 3185.490723
	Iteration 107Q: 3 clusters Score -1704664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1704664.375000 Penalty: 3185.490723
	Iteration 108Q: 3 clusters Score -1704664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1704665.250000 Penalty: 3185.490723
	Iteration 109Q: 3 clusters Score -1704665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1704663.625000 Penalty: 3185.490723
	Iteration 110Q: 3 clusters Score -1704664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1704664.750000 Penalty: 3185.490723
	Iteration 111Q: 3 clusters Score -1704665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1704666.375000 Penalty: 3185.490723
	Iteration 112Q: 3 clusters Score -1704666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1704667.500000 Penalty: 3185.490723
	Iteration 113Q: 3 clusters Score -1704668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1704667.250000 Penalty: 3185.490723
	Iteration 114Q: 3 clusters Score -1704667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1704667.250000 Penalty: 3185.490723
	Iteration 115F: 3 clusters Score -1704667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41999.312500 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -41999.31 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42115.523438 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42115.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42158.734375 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -42158.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42179.437500 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42179.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42192.117188 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42192.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42195.851562 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42195.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42196.621094 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42196.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42196.621094 Penalty: 2013.181763
	Iteration 7F: 3 clusters Score -42196.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Entering Unmasked Estep 
Score: -1949027.000000 Penalty: 1627.718018
	Iteration 0F: 2 clusters Score -1949027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1933827.125000 Penalty: 3255.436035
	Iteration 0F: 3 clusters Score -1933827 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1939460.250000 Penalty: 3255.436035
	Iteration 1F: 3 clusters Score -1939460 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1940065.625000 Penalty: 3255.436035
	Iteration 2F: 3 clusters Score -1940066 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1940766.000000 Penalty: 3255.436035
	Iteration 3F: 3 clusters Score -1940766 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1941585.375000 Penalty: 3255.436035
	Iteration 4F: 3 clusters Score -1941585 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1942563.750000 Penalty: 3255.436035
	Iteration 5F: 3 clusters Score -1942564 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1943564.250000 Penalty: 3255.436035
	Iteration 6F: 3 clusters Score -1943564 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1944588.500000 Penalty: 3255.436035
	Iteration 7F: 3 clusters Score -1944588 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1945441.625000 Penalty: 3255.436035
	Iteration 8Q: 3 clusters Score -1945442 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1946052.500000 Penalty: 3255.436035
	Iteration 9Q: 3 clusters Score -1946052 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1946517.625000 Penalty: 3255.436035
	Iteration 10Q: 3 clusters Score -1946518 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -1946853.875000 Penalty: 3255.436035
	Iteration 11Q: 3 clusters Score -1946854 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -1947122.375000 Penalty: 3255.436035
	Iteration 12Q: 3 clusters Score -1947122 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1947357.875000 Penalty: 3255.436035
	Iteration 13Q: 3 clusters Score -1947358 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -1947604.125000 Penalty: 3255.436035
	Iteration 14Q: 3 clusters Score -1947604 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1947787.250000 Penalty: 3255.436035
	Iteration 15Q: 3 clusters Score -1947787 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -1947894.750000 Penalty: 3255.436035
	Iteration 16Q: 3 clusters Score -1947895 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -1947960.375000 Penalty: 3255.436035
	Iteration 17Q: 3 clusters Score -1947960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -1947993.875000 Penalty: 3255.436035
	Iteration 18Q: 3 clusters Score -1947994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -1948020.375000 Penalty: 3255.436035
	Iteration 19Q: 3 clusters Score -1948020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1948033.875000 Penalty: 3255.436035
	Iteration 20F: 3 clusters Score -1948034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1948042.500000 Penalty: 3255.436035
	Iteration 21Q: 3 clusters Score -1948042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -1948048.500000 Penalty: 3255.436035
	Iteration 22Q: 3 clusters Score -1948048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -1948052.500000 Penalty: 3255.436035
	Iteration 23Q: 3 clusters Score -1948052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -1948053.375000 Penalty: 3255.436035
	Iteration 24Q: 3 clusters Score -1948053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -1948060.625000 Penalty: 3255.436035
	Iteration 25Q: 3 clusters Score -1948061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -1948061.375000 Penalty: 3255.436035
	Iteration 26Q: 3 clusters Score -1948061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -1948064.500000 Penalty: 3255.436035
	Iteration 27Q: 3 clusters Score -1948064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -1948065.500000 Penalty: 3255.436035
	Iteration 28Q: 3 clusters Score -1948066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -1948066.875000 Penalty: 3255.436035
	Iteration 29Q: 3 clusters Score -1948067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -1948067.500000 Penalty: 3255.436035
	Iteration 30Q: 3 clusters Score -1948068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -1948067.500000 Penalty: 3255.436035
	Iteration 31F: 3 clusters Score -1948068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -87464.617188 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -87464.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86031.421875 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -86031.42 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86289.781250 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -86289.78 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86363.187500 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -86363.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86404.757812 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -86404.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86427.578125 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -86427.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86449.007812 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -86449.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86459.656250 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -86459.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86462.257812 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -86462.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86466.726562 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -86466.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86468.195312 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -86468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86468.195312 Penalty: 2237.125244
	Iteration 10F: 3 clusters Score -86468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -112389.468750 Penalty: 1167.255615
	Iteration 0F: 2 clusters Score -112389.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -110761.062500 Penalty: 2334.511230
	Iteration 0F: 3 clusters Score -110761.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -111137.796875 Penalty: 2334.511230
	Iteration 1F: 3 clusters Score -111137.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111230.414062 Penalty: 2334.511230
	Iteration 2F: 3 clusters Score -111230.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -111276.742188 Penalty: 2334.511230
	Iteration 3Q: 3 clusters Score -111276.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -111298.750000 Penalty: 2334.511230
	Iteration 4Q: 3 clusters Score -111298.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111317.828125 Penalty: 2334.511230
	Iteration 5Q: 3 clusters Score -111317.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -111330.976562 Penalty: 2334.511230
	Iteration 6Q: 3 clusters Score -111331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -111344.796875 Penalty: 2334.511230
	Iteration 7Q: 3 clusters Score -111344.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -111355.367188 Penalty: 2334.511230
	Iteration 8Q: 3 clusters Score -111355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -111360.929688 Penalty: 2334.511230
	Iteration 9Q: 3 clusters Score -111360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -111363.648438 Penalty: 2334.511230
	Iteration 10Q: 3 clusters Score -111363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -111365.093750 Penalty: 2334.511230
	Iteration 11Q: 3 clusters Score -111365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -111367.554688 Penalty: 2334.511230
	Iteration 12Q: 3 clusters Score -111367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -111368.703125 Penalty: 2334.511230
	Iteration 13Q: 3 clusters Score -111368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -111368.703125 Penalty: 2334.511230
	Iteration 14F: 3 clusters Score -111368.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -378446.750000 Penalty: 1350.002197
	Iteration 0F: 2 clusters Score -378446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -375099.062500 Penalty: 2700.004395
	Iteration 0F: 3 clusters Score -375099.1 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -375959.531250 Penalty: 2700.004395
	Iteration 1F: 3 clusters Score -375959.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -376106.812500 Penalty: 2700.004395
	Iteration 2F: 3 clusters Score -376106.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -376225.468750 Penalty: 2700.004395
	Iteration 3F: 3 clusters Score -376225.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -376321.906250 Penalty: 2700.004395
	Iteration 4Q: 3 clusters Score -376321.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -376410.093750 Penalty: 2700.004395
	Iteration 5Q: 3 clusters Score -376410.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -376475.781250 Penalty: 2700.004395
	Iteration 6Q: 3 clusters Score -376475.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -376555.562500 Penalty: 2700.004395
	Iteration 7Q: 3 clusters Score -376555.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -376624.593750 Penalty: 2700.004395
	Iteration 8Q: 3 clusters Score -376624.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -376686.968750 Penalty: 2700.004395
	Iteration 9Q: 3 clusters Score -376687 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -376755.250000 Penalty: 2700.004395
	Iteration 10Q: 3 clusters Score -376755.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -376830.031250 Penalty: 2700.004395
	Iteration 11Q: 3 clusters Score -376830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -376928.031250 Penalty: 2700.004395
	Iteration 12Q: 3 clusters Score -376928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -377029.843750 Penalty: 2700.004395
	Iteration 13Q: 3 clusters Score -377029.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -377193.437500 Penalty: 2700.004395
	Iteration 14Q: 3 clusters Score -377193.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -377433.312500 Penalty: 2700.004395
	Iteration 15Q: 3 clusters Score -377433.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -377612.906250 Penalty: 2700.004395
	Iteration 16Q: 3 clusters Score -377612.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -377704.562500 Penalty: 2700.004395
	Iteration 17Q: 3 clusters Score -377704.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -377748.250000 Penalty: 2700.004395
	Iteration 18Q: 3 clusters Score -377748.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -377787.750000 Penalty: 2700.004395
	Iteration 19Q: 3 clusters Score -377787.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -377811.812500 Penalty: 2700.004395
	Iteration 20F: 3 clusters Score -377811.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -377827.562500 Penalty: 2700.004395
	Iteration 21Q: 3 clusters Score -377827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -377842.062500 Penalty: 2700.004395
	Iteration 22Q: 3 clusters Score -377842.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -377865.000000 Penalty: 2700.004395
	Iteration 23Q: 3 clusters Score -377865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -377889.531250 Penalty: 2700.004395
	Iteration 24Q: 3 clusters Score -377889.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -377911.968750 Penalty: 2700.004395
	Iteration 25Q: 3 clusters Score -377912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -377929.843750 Penalty: 2700.004395
	Iteration 26Q: 3 clusters Score -377929.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -377944.250000 Penalty: 2700.004395
	Iteration 27Q: 3 clusters Score -377944.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -377957.625000 Penalty: 2700.004395
	Iteration 28Q: 3 clusters Score -377957.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -377972.937500 Penalty: 2700.004395
	Iteration 29Q: 3 clusters Score -377972.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -377991.125000 Penalty: 2700.004395
	Iteration 30Q: 3 clusters Score -377991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -378006.968750 Penalty: 2700.004395
	Iteration 31Q: 3 clusters Score -378007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -378016.843750 Penalty: 2700.004395
	Iteration 32Q: 3 clusters Score -378016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -378023.187500 Penalty: 2700.004395
	Iteration 33Q: 3 clusters Score -378023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -378029.031250 Penalty: 2700.004395
	Iteration 34Q: 3 clusters Score -378029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -378035.125000 Penalty: 2700.004395
	Iteration 35Q: 3 clusters Score -378035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -378039.468750 Penalty: 2700.004395
	Iteration 36Q: 3 clusters Score -378039.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -378050.343750 Penalty: 2700.004395
	Iteration 37Q: 3 clusters Score -378050.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -378063.406250 Penalty: 2700.004395
	Iteration 38Q: 3 clusters Score -378063.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -378071.781250 Penalty: 2700.004395
	Iteration 39Q: 3 clusters Score -378071.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -378080.156250 Penalty: 2700.004395
	Iteration 40F: 3 clusters Score -378080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -378085.156250 Penalty: 2700.004395
	Iteration 41Q: 3 clusters Score -378085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -378090.593750 Penalty: 2700.004395
	Iteration 42Q: 3 clusters Score -378090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -378095.312500 Penalty: 2700.004395
	Iteration 43Q: 3 clusters Score -378095.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -378103.312500 Penalty: 2700.004395
	Iteration 44Q: 3 clusters Score -378103.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -378106.656250 Penalty: 2700.004395
	Iteration 45Q: 3 clusters Score -378106.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -378110.843750 Penalty: 2700.004395
	Iteration 46Q: 3 clusters Score -378110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -378115.156250 Penalty: 2700.004395
	Iteration 47Q: 3 clusters Score -378115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -378117.937500 Penalty: 2700.004395
	Iteration 48Q: 3 clusters Score -378117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -378122.312500 Penalty: 2700.004395
	Iteration 49Q: 3 clusters Score -378122.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -378124.375000 Penalty: 2700.004395
	Iteration 50Q: 3 clusters Score -378124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -378126.156250 Penalty: 2700.004395
	Iteration 51Q: 3 clusters Score -378126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -378127.843750 Penalty: 2700.004395
	Iteration 52Q: 3 clusters Score -378127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -378129.218750 Penalty: 2700.004395
	Iteration 53Q: 3 clusters Score -378129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -378129.156250 Penalty: 2700.004395
	Iteration 54Q: 3 clusters Score -378129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -378130.312500 Penalty: 2700.004395
	Iteration 55Q: 3 clusters Score -378130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -378130.531250 Penalty: 2700.004395
	Iteration 56Q: 3 clusters Score -378130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378130.500000 Penalty: 2700.004395
	Iteration 57Q: 3 clusters Score -378130.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378130.500000 Penalty: 2700.004395
	Iteration 58F: 3 clusters Score -378130.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Entering Unmasked Estep 
Score: -1914336.875000 Penalty: 1604.952393
	Iteration 0F: 2 clusters Score -1914337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1901061.125000 Penalty: 3209.904785
	Iteration 0F: 3 clusters Score -1901061 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1905730.875000 Penalty: 3209.904785
	Iteration 1F: 3 clusters Score -1905731 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1905976.750000 Penalty: 3209.904785
	Iteration 2Q: 3 clusters Score -1905977 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1906180.625000 Penalty: 3209.904785
	Iteration 3Q: 3 clusters Score -1906181 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1906387.500000 Penalty: 3209.904785
	Iteration 4Q: 3 clusters Score -1906388 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1906616.375000 Penalty: 3209.904785
	Iteration 5Q: 3 clusters Score -1906616 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1906920.125000 Penalty: 3209.904785
	Iteration 6Q: 3 clusters Score -1906920 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1907380.625000 Penalty: 3209.904785
	Iteration 7Q: 3 clusters Score -1907381 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1908107.000000 Penalty: 3209.904785
	Iteration 8F: 3 clusters Score -1908107 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1909158.625000 Penalty: 3209.904785
	Iteration 9F: 3 clusters Score -1909159 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1910394.000000 Penalty: 3209.904785
	Iteration 10F: 3 clusters Score -1910394 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1911453.500000 Penalty: 3209.904785
	Iteration 11F: 3 clusters Score -1911454 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1912143.000000 Penalty: 3209.904785
	Iteration 12Q: 3 clusters Score -1912143 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1912523.125000 Penalty: 3209.904785
	Iteration 13Q: 3 clusters Score -1912523 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1912720.250000 Penalty: 3209.904785
	Iteration 14Q: 3 clusters Score -1912720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1912813.875000 Penalty: 3209.904785
	Iteration 15Q: 3 clusters Score -1912814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1912868.875000 Penalty: 3209.904785
	Iteration 16Q: 3 clusters Score -1912869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1912906.500000 Penalty: 3209.904785
	Iteration 17Q: 3 clusters Score -1912906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1912925.375000 Penalty: 3209.904785
	Iteration 18Q: 3 clusters Score -1912925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1912935.500000 Penalty: 3209.904785
	Iteration 19Q: 3 clusters Score -1912936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1912948.000000 Penalty: 3209.904785
	Iteration 20F: 3 clusters Score -1912948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1912954.375000 Penalty: 3209.904785
	Iteration 21Q: 3 clusters Score -1912954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1912956.500000 Penalty: 3209.904785
	Iteration 22Q: 3 clusters Score -1912956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1912957.875000 Penalty: 3209.904785
	Iteration 23Q: 3 clusters Score -1912958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1912957.875000 Penalty: 3209.904785
	Iteration 24F: 3 clusters Score -1912958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Entering Unmasked Estep 
Score: -696480.812500 Penalty: 1449.411255
	Iteration 0F: 2 clusters Score -696480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -690840.500000 Penalty: 2898.822510
	Iteration 0F: 3 clusters Score -690840.5 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -692661.812500 Penalty: 2898.822510
	Iteration 1F: 3 clusters Score -692661.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -692998.500000 Penalty: 2898.822510
	Iteration 2F: 3 clusters Score -692998.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -693298.937500 Penalty: 2898.822510
	Iteration 3F: 3 clusters Score -693298.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -693589.750000 Penalty: 2898.822510
	Iteration 4F: 3 clusters Score -693589.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -693852.000000 Penalty: 2898.822510
	Iteration 5Q: 3 clusters Score -693852 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -694091.125000 Penalty: 2898.822510
	Iteration 6Q: 3 clusters Score -694091.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -694295.312500 Penalty: 2898.822510
	Iteration 7Q: 3 clusters Score -694295.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -694438.500000 Penalty: 2898.822510
	Iteration 8Q: 3 clusters Score -694438.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -694544.937500 Penalty: 2898.822510
	Iteration 9Q: 3 clusters Score -694544.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -694624.812500 Penalty: 2898.822510
	Iteration 10Q: 3 clusters Score -694624.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -694696.250000 Penalty: 2898.822510
	Iteration 11Q: 3 clusters Score -694696.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -694751.187500 Penalty: 2898.822510
	Iteration 12Q: 3 clusters Score -694751.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -694797.812500 Penalty: 2898.822510
	Iteration 13Q: 3 clusters Score -694797.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -694845.250000 Penalty: 2898.822510
	Iteration 14Q: 3 clusters Score -694845.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -694881.687500 Penalty: 2898.822510
	Iteration 15Q: 3 clusters Score -694881.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -694907.062500 Penalty: 2898.822510
	Iteration 16Q: 3 clusters Score -694907.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -694930.750000 Penalty: 2898.822510
	Iteration 17Q: 3 clusters Score -694930.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -694958.875000 Penalty: 2898.822510
	Iteration 18Q: 3 clusters Score -694958.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -694981.562500 Penalty: 2898.822510
	Iteration 19Q: 3 clusters Score -694981.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -695003.875000 Penalty: 2898.822510
	Iteration 20F: 3 clusters Score -695003.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -695017.500000 Penalty: 2898.822510
	Iteration 21Q: 3 clusters Score -695017.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -695027.375000 Penalty: 2898.822510
	Iteration 22Q: 3 clusters Score -695027.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -695042.937500 Penalty: 2898.822510
	Iteration 23Q: 3 clusters Score -695042.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -695053.500000 Penalty: 2898.822510
	Iteration 24Q: 3 clusters Score -695053.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -695062.500000 Penalty: 2898.822510
	Iteration 25Q: 3 clusters Score -695062.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -695072.500000 Penalty: 2898.822510
	Iteration 26Q: 3 clusters Score -695072.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -695084.312500 Penalty: 2898.822510
	Iteration 27Q: 3 clusters Score -695084.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -695095.562500 Penalty: 2898.822510
	Iteration 28Q: 3 clusters Score -695095.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -695103.875000 Penalty: 2898.822510
	Iteration 29Q: 3 clusters Score -695103.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -695112.687500 Penalty: 2898.822510
	Iteration 30Q: 3 clusters Score -695112.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -695115.500000 Penalty: 2898.822510
	Iteration 31Q: 3 clusters Score -695115.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -695121.437500 Penalty: 2898.822510
	Iteration 32Q: 3 clusters Score -695121.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -695129.750000 Penalty: 2898.822510
	Iteration 33Q: 3 clusters Score -695129.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -695138.312500 Penalty: 2898.822510
	Iteration 34Q: 3 clusters Score -695138.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -695146.562500 Penalty: 2898.822510
	Iteration 35Q: 3 clusters Score -695146.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -695157.437500 Penalty: 2898.822510
	Iteration 36Q: 3 clusters Score -695157.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -695173.062500 Penalty: 2898.822510
	Iteration 37Q: 3 clusters Score -695173.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -695190.625000 Penalty: 2898.822510
	Iteration 38Q: 3 clusters Score -695190.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -695207.812500 Penalty: 2898.822510
	Iteration 39Q: 3 clusters Score -695207.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -695226.750000 Penalty: 2898.822510
	Iteration 40F: 3 clusters Score -695226.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -695247.687500 Penalty: 2898.822510
	Iteration 41Q: 3 clusters Score -695247.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -695268.062500 Penalty: 2898.822510
	Iteration 42Q: 3 clusters Score -695268.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -695298.812500 Penalty: 2898.822510
	Iteration 43Q: 3 clusters Score -695298.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -695318.437500 Penalty: 2898.822510
	Iteration 44Q: 3 clusters Score -695318.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -695332.937500 Penalty: 2898.822510
	Iteration 45Q: 3 clusters Score -695332.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -695341.625000 Penalty: 2898.822510
	Iteration 46Q: 3 clusters Score -695341.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -695350.562500 Penalty: 2898.822510
	Iteration 47Q: 3 clusters Score -695350.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -695354.937500 Penalty: 2898.822510
	Iteration 48Q: 3 clusters Score -695354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -695355.312500 Penalty: 2898.822510
	Iteration 49Q: 3 clusters Score -695355.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -695356.875000 Penalty: 2898.822510
	Iteration 50Q: 3 clusters Score -695356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -695357.625000 Penalty: 2898.822510
	Iteration 51Q: 3 clusters Score -695357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -695359.562500 Penalty: 2898.822510
	Iteration 52Q: 3 clusters Score -695359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -695360.187500 Penalty: 2898.822510
	Iteration 53Q: 3 clusters Score -695360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -695360.875000 Penalty: 2898.822510
	Iteration 54Q: 3 clusters Score -695360.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -695363.250000 Penalty: 2898.822510
	Iteration 55Q: 3 clusters Score -695363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -695363.812500 Penalty: 2898.822510
	Iteration 56Q: 3 clusters Score -695363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -695365.625000 Penalty: 2898.822510
	Iteration 57Q: 3 clusters Score -695365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -695366.312500 Penalty: 2898.822510
	Iteration 58Q: 3 clusters Score -695366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -695367.375000 Penalty: 2898.822510
	Iteration 59Q: 3 clusters Score -695367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -695367.875000 Penalty: 2898.822510
	Iteration 60F: 3 clusters Score -695367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -695369.562500 Penalty: 2898.822510
	Iteration 61Q: 3 clusters Score -695369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -695371.375000 Penalty: 2898.822510
	Iteration 62Q: 3 clusters Score -695371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -695369.875000 Penalty: 2898.822510
	Iteration 63Q: 3 clusters Score -695369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -695369.875000 Penalty: 2898.822510
	Iteration 64F: 3 clusters Score -695369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -76213.835938 Penalty: 1104.302246
	Iteration 0F: 2 clusters Score -76213.84 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 441 members 
Entering Unmasked Estep 
Score: -74834.648438 Penalty: 2208.604492
	Iteration 0F: 3 clusters Score -74834.65 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -75075.835938 Penalty: 2208.604492
	Iteration 1F: 3 clusters Score -75075.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -75162.203125 Penalty: 2208.604492
	Iteration 2F: 3 clusters Score -75162.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75216.835938 Penalty: 2208.604492
	Iteration 3Q: 3 clusters Score -75216.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -75251.984375 Penalty: 2208.604492
	Iteration 4Q: 3 clusters Score -75251.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -75275.601562 Penalty: 2208.604492
	Iteration 5Q: 3 clusters Score -75275.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75289.171875 Penalty: 2208.604492
	Iteration 6Q: 3 clusters Score -75289.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75306.585938 Penalty: 2208.604492
	Iteration 7Q: 3 clusters Score -75306.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75314.976562 Penalty: 2208.604492
	Iteration 8Q: 3 clusters Score -75314.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -75323.320312 Penalty: 2208.604492
	Iteration 9Q: 3 clusters Score -75323.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -75329.289062 Penalty: 2208.604492
	Iteration 10Q: 3 clusters Score -75329.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -75335.109375 Penalty: 2208.604492
	Iteration 11Q: 3 clusters Score -75335.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -75338.117188 Penalty: 2208.604492
	Iteration 12Q: 3 clusters Score -75338.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -75339.421875 Penalty: 2208.604492
	Iteration 13Q: 3 clusters Score -75339.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -75340.640625 Penalty: 2208.604492
	Iteration 14Q: 3 clusters Score -75340.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -75342.515625 Penalty: 2208.604492
	Iteration 15Q: 3 clusters Score -75342.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -75342.515625 Penalty: 2208.604492
	Iteration 16F: 3 clusters Score -75342.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1532497.375000 Penalty: 1572.557495
	Iteration 0F: 2 clusters Score -1532497 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 7963 members 
Entering Unmasked Estep 
Score: -1521517.500000 Penalty: 3145.114990
	Iteration 0F: 3 clusters Score -1521518 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1525330.500000 Penalty: 3145.114990
	Iteration 1F: 3 clusters Score -1525330 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1525663.125000 Penalty: 3145.114990
	Iteration 2F: 3 clusters Score -1525663 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1525921.500000 Penalty: 3145.114990
	Iteration 3Q: 3 clusters Score -1525922 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1526140.500000 Penalty: 3145.114990
	Iteration 4Q: 3 clusters Score -1526140 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1526387.875000 Penalty: 3145.114990
	Iteration 5Q: 3 clusters Score -1526388 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1526676.250000 Penalty: 3145.114990
	Iteration 6Q: 3 clusters Score -1526676 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1527031.500000 Penalty: 3145.114990
	Iteration 7Q: 3 clusters Score -1527032 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1527505.750000 Penalty: 3145.114990
	Iteration 8Q: 3 clusters Score -1527506 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1528041.500000 Penalty: 3145.114990
	Iteration 9F: 3 clusters Score -1528042 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1528537.375000 Penalty: 3145.114990
	Iteration 10F: 3 clusters Score -1528537 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1528974.000000 Penalty: 3145.114990
	Iteration 11Q: 3 clusters Score -1528974 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1529255.000000 Penalty: 3145.114990
	Iteration 12Q: 3 clusters Score -1529255 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1529430.250000 Penalty: 3145.114990
	Iteration 13Q: 3 clusters Score -1529430 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1529555.000000 Penalty: 3145.114990
	Iteration 14Q: 3 clusters Score -1529555 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1529657.125000 Penalty: 3145.114990
	Iteration 15Q: 3 clusters Score -1529657 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1529755.000000 Penalty: 3145.114990
	Iteration 16Q: 3 clusters Score -1529755 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1529823.500000 Penalty: 3145.114990
	Iteration 17Q: 3 clusters Score -1529824 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1529874.875000 Penalty: 3145.114990
	Iteration 18Q: 3 clusters Score -1529875 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1529918.375000 Penalty: 3145.114990
	Iteration 19Q: 3 clusters Score -1529918 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1529957.500000 Penalty: 3145.114990
	Iteration 20F: 3 clusters Score -1529958 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1529993.000000 Penalty: 3145.114990
	Iteration 21Q: 3 clusters Score -1529993 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1530009.875000 Penalty: 3145.114990
	Iteration 22Q: 3 clusters Score -1530010 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1530028.875000 Penalty: 3145.114990
	Iteration 23Q: 3 clusters Score -1530029 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1530039.125000 Penalty: 3145.114990
	Iteration 24Q: 3 clusters Score -1530039 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1530053.625000 Penalty: 3145.114990
	Iteration 25Q: 3 clusters Score -1530054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1530065.250000 Penalty: 3145.114990
	Iteration 26Q: 3 clusters Score -1530065 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1530084.625000 Penalty: 3145.114990
	Iteration 27Q: 3 clusters Score -1530085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1530101.750000 Penalty: 3145.114990
	Iteration 28Q: 3 clusters Score -1530102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1530125.125000 Penalty: 3145.114990
	Iteration 29Q: 3 clusters Score -1530125 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1530139.500000 Penalty: 3145.114990
	Iteration 30Q: 3 clusters Score -1530140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1530162.500000 Penalty: 3145.114990
	Iteration 31Q: 3 clusters Score -1530162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1530189.125000 Penalty: 3145.114990
	Iteration 32Q: 3 clusters Score -1530189 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1530213.500000 Penalty: 3145.114990
	Iteration 33Q: 3 clusters Score -1530214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1530248.500000 Penalty: 3145.114990
	Iteration 34Q: 3 clusters Score -1530248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1530272.125000 Penalty: 3145.114990
	Iteration 35Q: 3 clusters Score -1530272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1530298.625000 Penalty: 3145.114990
	Iteration 36Q: 3 clusters Score -1530299 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1530322.875000 Penalty: 3145.114990
	Iteration 37Q: 3 clusters Score -1530323 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1530356.625000 Penalty: 3145.114990
	Iteration 38Q: 3 clusters Score -1530357 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1530385.750000 Penalty: 3145.114990
	Iteration 39Q: 3 clusters Score -1530386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1530419.625000 Penalty: 3145.114990
	Iteration 40F: 3 clusters Score -1530420 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1530455.125000 Penalty: 3145.114990
	Iteration 41Q: 3 clusters Score -1530455 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1530497.875000 Penalty: 3145.114990
	Iteration 42Q: 3 clusters Score -1530498 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1530541.750000 Penalty: 3145.114990
	Iteration 43Q: 3 clusters Score -1530542 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1530574.250000 Penalty: 3145.114990
	Iteration 44Q: 3 clusters Score -1530574 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1530617.000000 Penalty: 3145.114990
	Iteration 45Q: 3 clusters Score -1530617 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1530653.250000 Penalty: 3145.114990
	Iteration 46Q: 3 clusters Score -1530653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1530681.500000 Penalty: 3145.114990
	Iteration 47Q: 3 clusters Score -1530682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1530700.500000 Penalty: 3145.114990
	Iteration 48Q: 3 clusters Score -1530700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1530726.000000 Penalty: 3145.114990
	Iteration 49Q: 3 clusters Score -1530726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1530754.875000 Penalty: 3145.114990
	Iteration 50Q: 3 clusters Score -1530755 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1530776.875000 Penalty: 3145.114990
	Iteration 51Q: 3 clusters Score -1530777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1530805.625000 Penalty: 3145.114990
	Iteration 52Q: 3 clusters Score -1530806 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1530833.375000 Penalty: 3145.114990
	Iteration 53Q: 3 clusters Score -1530833 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1530859.125000 Penalty: 3145.114990
	Iteration 54Q: 3 clusters Score -1530859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1530892.000000 Penalty: 3145.114990
	Iteration 55Q: 3 clusters Score -1530892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1530924.875000 Penalty: 3145.114990
	Iteration 56Q: 3 clusters Score -1530925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1530946.250000 Penalty: 3145.114990
	Iteration 57Q: 3 clusters Score -1530946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1530990.500000 Penalty: 3145.114990
	Iteration 58Q: 3 clusters Score -1530990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1531029.375000 Penalty: 3145.114990
	Iteration 59Q: 3 clusters Score -1531029 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1531061.125000 Penalty: 3145.114990
	Iteration 60F: 3 clusters Score -1531061 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1531097.000000 Penalty: 3145.114990
	Iteration 61Q: 3 clusters Score -1531097 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1531126.375000 Penalty: 3145.114990
	Iteration 62Q: 3 clusters Score -1531126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1531159.750000 Penalty: 3145.114990
	Iteration 63Q: 3 clusters Score -1531160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1531176.625000 Penalty: 3145.114990
	Iteration 64Q: 3 clusters Score -1531177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1531192.375000 Penalty: 3145.114990
	Iteration 65Q: 3 clusters Score -1531192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1531194.875000 Penalty: 3145.114990
	Iteration 66Q: 3 clusters Score -1531195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1531205.375000 Penalty: 3145.114990
	Iteration 67Q: 3 clusters Score -1531205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1531214.500000 Penalty: 3145.114990
	Iteration 68Q: 3 clusters Score -1531214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1531228.250000 Penalty: 3145.114990
	Iteration 69Q: 3 clusters Score -1531228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1531229.125000 Penalty: 3145.114990
	Iteration 70Q: 3 clusters Score -1531229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1531231.750000 Penalty: 3145.114990
	Iteration 71Q: 3 clusters Score -1531232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1531235.875000 Penalty: 3145.114990
	Iteration 72Q: 3 clusters Score -1531236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1531244.750000 Penalty: 3145.114990
	Iteration 73Q: 3 clusters Score -1531245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1531252.250000 Penalty: 3145.114990
	Iteration 74Q: 3 clusters Score -1531252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1531254.125000 Penalty: 3145.114990
	Iteration 75Q: 3 clusters Score -1531254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1531261.625000 Penalty: 3145.114990
	Iteration 76Q: 3 clusters Score -1531262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1531267.125000 Penalty: 3145.114990
	Iteration 77Q: 3 clusters Score -1531267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1531272.000000 Penalty: 3145.114990
	Iteration 78Q: 3 clusters Score -1531272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1531279.875000 Penalty: 3145.114990
	Iteration 79Q: 3 clusters Score -1531280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1531282.500000 Penalty: 3145.114990
	Iteration 80F: 3 clusters Score -1531282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1531289.750000 Penalty: 3145.114990
	Iteration 81Q: 3 clusters Score -1531290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1531292.375000 Penalty: 3145.114990
	Iteration 82Q: 3 clusters Score -1531292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1531291.250000 Penalty: 3145.114990
	Iteration 83Q: 3 clusters Score -1531291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1531292.875000 Penalty: 3145.114990
	Iteration 84Q: 3 clusters Score -1531293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1531294.000000 Penalty: 3145.114990
	Iteration 85Q: 3 clusters Score -1531294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1531293.000000 Penalty: 3145.114990
	Iteration 86Q: 3 clusters Score -1531293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1531300.250000 Penalty: 3145.114990
	Iteration 87Q: 3 clusters Score -1531300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1531298.625000 Penalty: 3145.114990
	Iteration 88Q: 3 clusters Score -1531299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1531299.750000 Penalty: 3145.114990
	Iteration 89Q: 3 clusters Score -1531300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1531299.875000 Penalty: 3145.114990
	Iteration 90Q: 3 clusters Score -1531300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1531299.875000 Penalty: 3145.114990
	Iteration 91F: 3 clusters Score -1531300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Entering Unmasked Estep 
Score: -3265613.250000 Penalty: 1692.528931
	Iteration 0F: 2 clusters Score -3265613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3243214.000000 Penalty: 3385.057861
	Iteration 0F: 3 clusters Score -3243214 nChanged 15428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3251826.500000 Penalty: 3385.057861
	Iteration 1F: 3 clusters Score -3251826 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3252210.750000 Penalty: 3385.057861
	Iteration 2Q: 3 clusters Score -3252211 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3252558.750000 Penalty: 3385.057861
	Iteration 3Q: 3 clusters Score -3252559 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3252990.000000 Penalty: 3385.057861
	Iteration 4Q: 3 clusters Score -3252990 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3253629.000000 Penalty: 3385.057861
	Iteration 5Q: 3 clusters Score -3253629 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3254710.250000 Penalty: 3385.057861
	Iteration 6F: 3 clusters Score -3254710 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3256264.500000 Penalty: 3385.057861
	Iteration 7F: 3 clusters Score -3256264 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3258328.750000 Penalty: 3385.057861
	Iteration 8F: 3 clusters Score -3258329 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3260258.250000 Penalty: 3385.057861
	Iteration 9F: 3 clusters Score -3260258 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3261698.000000 Penalty: 3385.057861
	Iteration 10Q: 3 clusters Score -3261698 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3262862.000000 Penalty: 3385.057861
	Iteration 11Q: 3 clusters Score -3262862 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3263549.500000 Penalty: 3385.057861
	Iteration 12Q: 3 clusters Score -3263550 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3263946.750000 Penalty: 3385.057861
	Iteration 13Q: 3 clusters Score -3263947 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3264073.750000 Penalty: 3385.057861
	Iteration 14Q: 3 clusters Score -3264074 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3264172.750000 Penalty: 3385.057861
	Iteration 15Q: 3 clusters Score -3264173 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3264216.000000 Penalty: 3385.057861
	Iteration 16Q: 3 clusters Score -3264216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3264229.750000 Penalty: 3385.057861
	Iteration 17Q: 3 clusters Score -3264230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3264243.750000 Penalty: 3385.057861
	Iteration 18Q: 3 clusters Score -3264244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3264264.250000 Penalty: 3385.057861
	Iteration 19Q: 3 clusters Score -3264264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3264282.500000 Penalty: 3385.057861
	Iteration 20F: 3 clusters Score -3264282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3264294.000000 Penalty: 3385.057861
	Iteration 21Q: 3 clusters Score -3264294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3264301.750000 Penalty: 3385.057861
	Iteration 22Q: 3 clusters Score -3264302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3264304.750000 Penalty: 3385.057861
	Iteration 23Q: 3 clusters Score -3264305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3264308.500000 Penalty: 3385.057861
	Iteration 24Q: 3 clusters Score -3264308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3264311.250000 Penalty: 3385.057861
	Iteration 25Q: 3 clusters Score -3264311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3264307.250000 Penalty: 3385.057861
	Iteration 26Q: 3 clusters Score -3264307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3264310.750000 Penalty: 3385.057861
	Iteration 27Q: 3 clusters Score -3264311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3264311.000000 Penalty: 3385.057861
	Iteration 28Q: 3 clusters Score -3264311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3264311.750000 Penalty: 3385.057861
	Iteration 29Q: 3 clusters Score -3264312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3264321.000000 Penalty: 3385.057861
	Iteration 30Q: 3 clusters Score -3264321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3264319.500000 Penalty: 3385.057861
	Iteration 31Q: 3 clusters Score -3264320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3264314.250000 Penalty: 3385.057861
	Iteration 32Q: 3 clusters Score -3264314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3264319.750000 Penalty: 3385.057861
	Iteration 33Q: 3 clusters Score -3264320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3264320.500000 Penalty: 3385.057861
	Iteration 34Q: 3 clusters Score -3264320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3264320.500000 Penalty: 3385.057861
	Iteration 35Q: 3 clusters Score -3264320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3264322.750000 Penalty: 3385.057861
	Iteration 36Q: 3 clusters Score -3264323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3264328.250000 Penalty: 3385.057861
	Iteration 37Q: 3 clusters Score -3264328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3264324.750000 Penalty: 3385.057861
	Iteration 38Q: 3 clusters Score -3264325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3264327.750000 Penalty: 3385.057861
	Iteration 39Q: 3 clusters Score -3264328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3264326.250000 Penalty: 3385.057861
	Iteration 40F: 3 clusters Score -3264326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3264330.250000 Penalty: 3385.057861
	Iteration 41Q: 3 clusters Score -3264330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3264328.000000 Penalty: 3385.057861
	Iteration 42Q: 3 clusters Score -3264328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3264329.000000 Penalty: 3385.057861
	Iteration 43Q: 3 clusters Score -3264329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3264329.250000 Penalty: 3385.057861
	Iteration 44Q: 3 clusters Score -3264329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3264328.250000 Penalty: 3385.057861
	Iteration 45Q: 3 clusters Score -3264328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3264327.750000 Penalty: 3385.057861
	Iteration 46Q: 3 clusters Score -3264328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3264326.750000 Penalty: 3385.057861
	Iteration 47Q: 3 clusters Score -3264327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3264325.000000 Penalty: 3385.057861
	Iteration 48Q: 3 clusters Score -3264325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3264323.000000 Penalty: 3385.057861
	Iteration 49Q: 3 clusters Score -3264323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3264323.500000 Penalty: 3385.057861
	Iteration 50Q: 3 clusters Score -3264324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3264328.000000 Penalty: 3385.057861
	Iteration 51Q: 3 clusters Score -3264328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3264327.750000 Penalty: 3385.057861
	Iteration 52Q: 3 clusters Score -3264328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3264327.000000 Penalty: 3385.057861
	Iteration 53Q: 3 clusters Score -3264327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3264322.000000 Penalty: 3385.057861
	Iteration 54Q: 3 clusters Score -3264322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3264323.750000 Penalty: 3385.057861
	Iteration 55Q: 3 clusters Score -3264324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3264325.000000 Penalty: 3385.057861
	Iteration 56Q: 3 clusters Score -3264325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3264325.000000 Penalty: 3385.057861
	Iteration 57F: 3 clusters Score -3264325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -130297.867188 Penalty: 1204.868042
	Iteration 0F: 2 clusters Score -130297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -128439.468750 Penalty: 2409.736084
	Iteration 0F: 3 clusters Score -128439.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -128953.054688 Penalty: 2409.736084
	Iteration 1F: 3 clusters Score -128953.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -129269.023438 Penalty: 2409.736084
	Iteration 2F: 3 clusters Score -129269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129501.445312 Penalty: 2409.736084
	Iteration 3F: 3 clusters Score -129501.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -129711.421875 Penalty: 2409.736084
	Iteration 4F: 3 clusters Score -129711.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -129858.421875 Penalty: 2409.736084
	Iteration 5F: 3 clusters Score -129858.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -129948.226562 Penalty: 2409.736084
	Iteration 6Q: 3 clusters Score -129948.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130006.429688 Penalty: 2409.736084
	Iteration 7Q: 3 clusters Score -130006.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130041.187500 Penalty: 2409.736084
	Iteration 8Q: 3 clusters Score -130041.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -130058.976562 Penalty: 2409.736084
	Iteration 9Q: 3 clusters Score -130059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130068.195312 Penalty: 2409.736084
	Iteration 10Q: 3 clusters Score -130068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -130071.046875 Penalty: 2409.736084
	Iteration 11Q: 3 clusters Score -130071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -130072.984375 Penalty: 2409.736084
	Iteration 12Q: 3 clusters Score -130073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -130074.015625 Penalty: 2409.736084
	Iteration 13Q: 3 clusters Score -130074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130074.585938 Penalty: 2409.736084
	Iteration 14Q: 3 clusters Score -130074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130076.921875 Penalty: 2409.736084
	Iteration 15Q: 3 clusters Score -130076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130078.234375 Penalty: 2409.736084
	Iteration 16Q: 3 clusters Score -130078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -130078.953125 Penalty: 2409.736084
	Iteration 17Q: 3 clusters Score -130079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -130081.359375 Penalty: 2409.736084
	Iteration 18Q: 3 clusters Score -130081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -130082.476562 Penalty: 2409.736084
	Iteration 19Q: 3 clusters Score -130082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130085.390625 Penalty: 2409.736084
	Iteration 20F: 3 clusters Score -130085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -130087.398438 Penalty: 2409.736084
	Iteration 21Q: 3 clusters Score -130087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -130093.453125 Penalty: 2409.736084
	Iteration 22Q: 3 clusters Score -130093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -130099.546875 Penalty: 2409.736084
	Iteration 23Q: 3 clusters Score -130099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -130107.945312 Penalty: 2409.736084
	Iteration 24Q: 3 clusters Score -130107.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -130116.687500 Penalty: 2409.736084
	Iteration 25Q: 3 clusters Score -130116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -130119.382812 Penalty: 2409.736084
	Iteration 26Q: 3 clusters Score -130119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130121.507812 Penalty: 2409.736084
	Iteration 27Q: 3 clusters Score -130121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130122.164062 Penalty: 2409.736084
	Iteration 28Q: 3 clusters Score -130122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -130123.484375 Penalty: 2409.736084
	Iteration 29Q: 3 clusters Score -130123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130124.140625 Penalty: 2409.736084
	Iteration 30Q: 3 clusters Score -130124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130126.531250 Penalty: 2409.736084
	Iteration 31Q: 3 clusters Score -130126.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -130134.484375 Penalty: 2409.736084
	Iteration 32Q: 3 clusters Score -130134.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130163.281250 Penalty: 2409.736084
	Iteration 33Q: 3 clusters Score -130163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -130190.585938 Penalty: 2409.736084
	Iteration 34Q: 3 clusters Score -130190.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -130229.039062 Penalty: 2409.736084
	Iteration 35Q: 3 clusters Score -130229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -130256.093750 Penalty: 2409.736084
	Iteration 36Q: 3 clusters Score -130256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -130263.937500 Penalty: 2409.736084
	Iteration 37Q: 3 clusters Score -130263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -130265.281250 Penalty: 2409.736084
	Iteration 38Q: 3 clusters Score -130265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -130265.679688 Penalty: 2409.736084
	Iteration 39Q: 3 clusters Score -130265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -130265.679688 Penalty: 2409.736084
	Iteration 40F: 3 clusters Score -130265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Entering Unmasked Estep 
Score: -3550463.750000 Penalty: 1709.534424
	Iteration 0F: 2 clusters Score -3550464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3525651.500000 Penalty: 3419.068848
	Iteration 0F: 3 clusters Score -3525652 nChanged 17228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3535366.250000 Penalty: 3419.068848
	Iteration 1F: 3 clusters Score -3535366 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3535896.000000 Penalty: 3419.068848
	Iteration 2Q: 3 clusters Score -3535896 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3536481.000000 Penalty: 3419.068848
	Iteration 3Q: 3 clusters Score -3536481 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3537240.750000 Penalty: 3419.068848
	Iteration 4Q: 3 clusters Score -3537241 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3538253.750000 Penalty: 3419.068848
	Iteration 5F: 3 clusters Score -3538254 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3539565.500000 Penalty: 3419.068848
	Iteration 6F: 3 clusters Score -3539566 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3541249.250000 Penalty: 3419.068848
	Iteration 7F: 3 clusters Score -3541249 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3542952.500000 Penalty: 3419.068848
	Iteration 8F: 3 clusters Score -3542952 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3544354.250000 Penalty: 3419.068848
	Iteration 9Q: 3 clusters Score -3544354 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3545297.250000 Penalty: 3419.068848
	Iteration 10Q: 3 clusters Score -3545297 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3546000.500000 Penalty: 3419.068848
	Iteration 11Q: 3 clusters Score -3546000 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3546562.000000 Penalty: 3419.068848
	Iteration 12Q: 3 clusters Score -3546562 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3547205.750000 Penalty: 3419.068848
	Iteration 13Q: 3 clusters Score -3547206 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3547726.250000 Penalty: 3419.068848
	Iteration 14Q: 3 clusters Score -3547726 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3548111.250000 Penalty: 3419.068848
	Iteration 15Q: 3 clusters Score -3548111 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3548417.750000 Penalty: 3419.068848
	Iteration 16Q: 3 clusters Score -3548418 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3548653.000000 Penalty: 3419.068848
	Iteration 17Q: 3 clusters Score -3548653 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3548808.750000 Penalty: 3419.068848
	Iteration 18Q: 3 clusters Score -3548809 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3548893.000000 Penalty: 3419.068848
	Iteration 19Q: 3 clusters Score -3548893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3548939.750000 Penalty: 3419.068848
	Iteration 20F: 3 clusters Score -3548940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3548986.000000 Penalty: 3419.068848
	Iteration 21Q: 3 clusters Score -3548986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3549000.000000 Penalty: 3419.068848
	Iteration 22Q: 3 clusters Score -3549000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3549029.750000 Penalty: 3419.068848
	Iteration 23Q: 3 clusters Score -3549030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3549041.500000 Penalty: 3419.068848
	Iteration 24Q: 3 clusters Score -3549042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3549047.000000 Penalty: 3419.068848
	Iteration 25Q: 3 clusters Score -3549047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3549063.750000 Penalty: 3419.068848
	Iteration 26Q: 3 clusters Score -3549064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3549073.500000 Penalty: 3419.068848
	Iteration 27Q: 3 clusters Score -3549074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3549085.500000 Penalty: 3419.068848
	Iteration 28Q: 3 clusters Score -3549086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3549092.500000 Penalty: 3419.068848
	Iteration 29Q: 3 clusters Score -3549092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3549099.750000 Penalty: 3419.068848
	Iteration 30Q: 3 clusters Score -3549100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3549100.500000 Penalty: 3419.068848
	Iteration 31Q: 3 clusters Score -3549100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3549103.000000 Penalty: 3419.068848
	Iteration 32Q: 3 clusters Score -3549103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3549103.750000 Penalty: 3419.068848
	Iteration 33Q: 3 clusters Score -3549104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3549103.750000 Penalty: 3419.068848
	Iteration 34F: 3 clusters Score -3549104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -216573.984375 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -216574 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 1203 members 
Entering Unmasked Estep 
Score: -214258.656250 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -214258.7 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -214839.218750 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -214839.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -215012.203125 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -215012.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -215103.781250 Penalty: 2523.947754
	Iteration 3F: 3 clusters Score -215103.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -215187.000000 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -215187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -215245.343750 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -215245.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -215281.062500 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -215281.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -215320.062500 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -215320.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -215358.531250 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -215358.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -215414.171875 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -215414.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -215484.531250 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -215484.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -215572.875000 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -215572.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215646.187500 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -215646.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -215732.281250 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -215732.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -215816.140625 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -215816.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -215876.265625 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -215876.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -215914.328125 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -215914.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -215950.796875 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -215950.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -215976.093750 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -215976.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -215993.546875 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -215993.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -216008.500000 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -216008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -216013.250000 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -216013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -216015.421875 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -216015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -216017.140625 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -216017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -216018.937500 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -216018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -216020.296875 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -216020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -216020.296875 Penalty: 2523.947754
	Iteration 26F: 3 clusters Score -216020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (37925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Entering Unmasked Estep 
Score: -3615788.500000 Penalty: 1713.296875
	Iteration 0F: 2 clusters Score -3615788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3591752.250000 Penalty: 3426.593750
	Iteration 0F: 3 clusters Score -3591752 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3601539.000000 Penalty: 3426.593750
	Iteration 1F: 3 clusters Score -3601539 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3601893.000000 Penalty: 3426.593750
	Iteration 2Q: 3 clusters Score -3601893 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3602191.250000 Penalty: 3426.593750
	Iteration 3Q: 3 clusters Score -3602191 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3602476.500000 Penalty: 3426.593750
	Iteration 4Q: 3 clusters Score -3602476 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3602777.000000 Penalty: 3426.593750
	Iteration 5Q: 3 clusters Score -3602777 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3603112.250000 Penalty: 3426.593750
	Iteration 6Q: 3 clusters Score -3603112 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3603553.750000 Penalty: 3426.593750
	Iteration 7Q: 3 clusters Score -3603554 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3604198.250000 Penalty: 3426.593750
	Iteration 8Q: 3 clusters Score -3604198 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3605212.250000 Penalty: 3426.593750
	Iteration 9F: 3 clusters Score -3605212 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3606736.000000 Penalty: 3426.593750
	Iteration 10F: 3 clusters Score -3606736 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3608907.000000 Penalty: 3426.593750
	Iteration 11F: 3 clusters Score -3608907 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3611305.500000 Penalty: 3426.593750
	Iteration 12F: 3 clusters Score -3611306 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -3612811.000000 Penalty: 3426.593750
	Iteration 13F: 3 clusters Score -3612811 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -3613701.000000 Penalty: 3426.593750
	Iteration 14Q: 3 clusters Score -3613701 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -3614030.000000 Penalty: 3426.593750
	Iteration 15Q: 3 clusters Score -3614030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -3614170.500000 Penalty: 3426.593750
	Iteration 16Q: 3 clusters Score -3614170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -3614229.500000 Penalty: 3426.593750
	Iteration 17Q: 3 clusters Score -3614230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -3614271.250000 Penalty: 3426.593750
	Iteration 18Q: 3 clusters Score -3614271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -3614300.750000 Penalty: 3426.593750
	Iteration 19Q: 3 clusters Score -3614301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -3614311.750000 Penalty: 3426.593750
	Iteration 20F: 3 clusters Score -3614312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -3614324.500000 Penalty: 3426.593750
	Iteration 21Q: 3 clusters Score -3614324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -3614324.500000 Penalty: 3426.593750
	Iteration 22Q: 3 clusters Score -3614324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -3614336.000000 Penalty: 3426.593750
	Iteration 23Q: 3 clusters Score -3614336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3614342.250000 Penalty: 3426.593750
	Iteration 24Q: 3 clusters Score -3614342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -3614349.750000 Penalty: 3426.593750
	Iteration 25Q: 3 clusters Score -3614350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -3614349.000000 Penalty: 3426.593750
	Iteration 26Q: 3 clusters Score -3614349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -3614352.500000 Penalty: 3426.593750
	Iteration 27Q: 3 clusters Score -3614352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -3614352.750000 Penalty: 3426.593750
	Iteration 28Q: 3 clusters Score -3614353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -3614358.000000 Penalty: 3426.593750
	Iteration 29Q: 3 clusters Score -3614358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -3614362.000000 Penalty: 3426.593750
	Iteration 30Q: 3 clusters Score -3614362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -3614363.750000 Penalty: 3426.593750
	Iteration 31Q: 3 clusters Score -3614364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -3614367.250000 Penalty: 3426.593750
	Iteration 32Q: 3 clusters Score -3614367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -3614363.750000 Penalty: 3426.593750
	Iteration 33Q: 3 clusters Score -3614364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -3614363.750000 Penalty: 3426.593750
	Iteration 34F: 3 clusters Score -3614364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -547913.125000 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -547913.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -543293.437500 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -543293.4 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -544745.375000 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -544745.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -544988.375000 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -544988.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -545171.812500 Penalty: 2827.937500
	Iteration 3F: 3 clusters Score -545171.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -545323.000000 Penalty: 2827.937500
	Iteration 4Q: 3 clusters Score -545323 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -545476.437500 Penalty: 2827.937500
	Iteration 5Q: 3 clusters Score -545476.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -545612.937500 Penalty: 2827.937500
	Iteration 6Q: 3 clusters Score -545612.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -545755.500000 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -545755.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -545919.125000 Penalty: 2827.937500
	Iteration 8Q: 3 clusters Score -545919.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -546131.687500 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -546131.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -546306.875000 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -546306.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -546421.437500 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -546421.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -546511.875000 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -546511.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -546582.062500 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -546582.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -546652.562500 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -546652.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -546691.875000 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -546691.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -546719.625000 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -546719.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -546740.125000 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -546740.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -546757.937500 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -546757.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -546772.250000 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -546772.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -546788.875000 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -546788.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -546804.812500 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -546804.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -546819.625000 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -546819.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -546829.437500 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -546829.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -546844.875000 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -546844.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -546857.750000 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -546857.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -546869.500000 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -546869.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -546876.625000 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -546876.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -546881.937500 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -546881.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -546888.562500 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -546888.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -546892.875000 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -546892.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -546897.750000 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -546897.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -546901.937500 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -546901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -546908.312500 Penalty: 2827.937500
	Iteration 33Q: 3 clusters Score -546908.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -546917.000000 Penalty: 2827.937500
	Iteration 34Q: 3 clusters Score -546917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -546926.500000 Penalty: 2827.937500
	Iteration 35Q: 3 clusters Score -546926.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -546935.625000 Penalty: 2827.937500
	Iteration 36Q: 3 clusters Score -546935.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -546943.937500 Penalty: 2827.937500
	Iteration 37Q: 3 clusters Score -546943.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -546954.187500 Penalty: 2827.937500
	Iteration 38Q: 3 clusters Score -546954.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -546960.875000 Penalty: 2827.937500
	Iteration 39Q: 3 clusters Score -546960.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -546965.625000 Penalty: 2827.937500
	Iteration 40F: 3 clusters Score -546965.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -546975.750000 Penalty: 2827.937500
	Iteration 41Q: 3 clusters Score -546975.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -546987.812500 Penalty: 2827.937500
	Iteration 42Q: 3 clusters Score -546987.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -546999.312500 Penalty: 2827.937500
	Iteration 43Q: 3 clusters Score -546999.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -547011.375000 Penalty: 2827.937500
	Iteration 44Q: 3 clusters Score -547011.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -547019.187500 Penalty: 2827.937500
	Iteration 45Q: 3 clusters Score -547019.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -547029.437500 Penalty: 2827.937500
	Iteration 46Q: 3 clusters Score -547029.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -547040.625000 Penalty: 2827.937500
	Iteration 47Q: 3 clusters Score -547040.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -547053.562500 Penalty: 2827.937500
	Iteration 48Q: 3 clusters Score -547053.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -547068.812500 Penalty: 2827.937500
	Iteration 49Q: 3 clusters Score -547068.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -547076.750000 Penalty: 2827.937500
	Iteration 50Q: 3 clusters Score -547076.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -547086.250000 Penalty: 2827.937500
	Iteration 51Q: 3 clusters Score -547086.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -547094.000000 Penalty: 2827.937500
	Iteration 52Q: 3 clusters Score -547094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -547100.375000 Penalty: 2827.937500
	Iteration 53Q: 3 clusters Score -547100.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -547105.937500 Penalty: 2827.937500
	Iteration 54Q: 3 clusters Score -547105.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -547110.000000 Penalty: 2827.937500
	Iteration 55Q: 3 clusters Score -547110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -547112.375000 Penalty: 2827.937500
	Iteration 56Q: 3 clusters Score -547112.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -547114.875000 Penalty: 2827.937500
	Iteration 57Q: 3 clusters Score -547114.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -547116.437500 Penalty: 2827.937500
	Iteration 58Q: 3 clusters Score -547116.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -547118.187500 Penalty: 2827.937500
	Iteration 59Q: 3 clusters Score -547118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -547119.187500 Penalty: 2827.937500
	Iteration 60F: 3 clusters Score -547119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -547119.625000 Penalty: 2827.937500
	Iteration 61Q: 3 clusters Score -547119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -547120.500000 Penalty: 2827.937500
	Iteration 62Q: 3 clusters Score -547120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -547120.937500 Penalty: 2827.937500
	Iteration 63Q: 3 clusters Score -547120.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -547121.062500 Penalty: 2827.937500
	Iteration 64Q: 3 clusters Score -547121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -547121.500000 Penalty: 2827.937500
	Iteration 65Q: 3 clusters Score -547121.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -547122.687500 Penalty: 2827.937500
	Iteration 66Q: 3 clusters Score -547122.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -547123.562500 Penalty: 2827.937500
	Iteration 67Q: 3 clusters Score -547123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -547123.750000 Penalty: 2827.937500
	Iteration 68Q: 3 clusters Score -547123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -547124.875000 Penalty: 2827.937500
	Iteration 69Q: 3 clusters Score -547124.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -547127.062500 Penalty: 2827.937500
	Iteration 70Q: 3 clusters Score -547127.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -547129.062500 Penalty: 2827.937500
	Iteration 71Q: 3 clusters Score -547129.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -547132.062500 Penalty: 2827.937500
	Iteration 72Q: 3 clusters Score -547132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -547134.062500 Penalty: 2827.937500
	Iteration 73Q: 3 clusters Score -547134.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -547135.312500 Penalty: 2827.937500
	Iteration 74Q: 3 clusters Score -547135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -547136.937500 Penalty: 2827.937500
	Iteration 75Q: 3 clusters Score -547136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -547137.000000 Penalty: 2827.937500
	Iteration 76Q: 3 clusters Score -547137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -547139.062500 Penalty: 2827.937500
	Iteration 77Q: 3 clusters Score -547139.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -547143.125000 Penalty: 2827.937500
	Iteration 78Q: 3 clusters Score -547143.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -547145.312500 Penalty: 2827.937500
	Iteration 79Q: 3 clusters Score -547145.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -547146.875000 Penalty: 2827.937500
	Iteration 80F: 3 clusters Score -547146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -547147.062500 Penalty: 2827.937500
	Iteration 81Q: 3 clusters Score -547147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -547148.375000 Penalty: 2827.937500
	Iteration 82Q: 3 clusters Score -547148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -547149.875000 Penalty: 2827.937500
	Iteration 83Q: 3 clusters Score -547149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -547150.875000 Penalty: 2827.937500
	Iteration 84Q: 3 clusters Score -547150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -547154.062500 Penalty: 2827.937500
	Iteration 85Q: 3 clusters Score -547154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -547156.437500 Penalty: 2827.937500
	Iteration 86Q: 3 clusters Score -547156.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -547161.187500 Penalty: 2827.937500
	Iteration 87Q: 3 clusters Score -547161.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -547163.250000 Penalty: 2827.937500
	Iteration 88Q: 3 clusters Score -547163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -547165.625000 Penalty: 2827.937500
	Iteration 89Q: 3 clusters Score -547165.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -547169.812500 Penalty: 2827.937500
	Iteration 90Q: 3 clusters Score -547169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -547175.375000 Penalty: 2827.937500
	Iteration 91Q: 3 clusters Score -547175.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -547182.500000 Penalty: 2827.937500
	Iteration 92Q: 3 clusters Score -547182.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -547191.125000 Penalty: 2827.937500
	Iteration 93Q: 3 clusters Score -547191.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -547201.125000 Penalty: 2827.937500
	Iteration 94Q: 3 clusters Score -547201.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -547216.812500 Penalty: 2827.937500
	Iteration 95Q: 3 clusters Score -547216.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -547235.000000 Penalty: 2827.937500
	Iteration 96Q: 3 clusters Score -547235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -547248.812500 Penalty: 2827.937500
	Iteration 97Q: 3 clusters Score -547248.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -547257.625000 Penalty: 2827.937500
	Iteration 98Q: 3 clusters Score -547257.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -547265.062500 Penalty: 2827.937500
	Iteration 99Q: 3 clusters Score -547265.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -547269.312500 Penalty: 2827.937500
	Iteration 100F: 3 clusters Score -547269.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -547273.937500 Penalty: 2827.937500
	Iteration 101Q: 3 clusters Score -547273.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -547276.687500 Penalty: 2827.937500
	Iteration 102Q: 3 clusters Score -547276.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -547278.312500 Penalty: 2827.937500
	Iteration 103Q: 3 clusters Score -547278.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -547280.062500 Penalty: 2827.937500
	Iteration 104Q: 3 clusters Score -547280.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -547281.687500 Penalty: 2827.937500
	Iteration 105Q: 3 clusters Score -547281.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -547286.187500 Penalty: 2827.937500
	Iteration 106Q: 3 clusters Score -547286.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -547291.812500 Penalty: 2827.937500
	Iteration 107Q: 3 clusters Score -547291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -547294.562500 Penalty: 2827.937500
	Iteration 108Q: 3 clusters Score -547294.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -547297.250000 Penalty: 2827.937500
	Iteration 109Q: 3 clusters Score -547297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -547298.937500 Penalty: 2827.937500
	Iteration 110Q: 3 clusters Score -547298.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -547301.562500 Penalty: 2827.937500
	Iteration 111Q: 3 clusters Score -547301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -547303.500000 Penalty: 2827.937500
	Iteration 112Q: 3 clusters Score -547303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -547304.812500 Penalty: 2827.937500
	Iteration 113Q: 3 clusters Score -547304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -547305.375000 Penalty: 2827.937500
	Iteration 114Q: 3 clusters Score -547305.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -547307.812500 Penalty: 2827.937500
	Iteration 115Q: 3 clusters Score -547307.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -547310.812500 Penalty: 2827.937500
	Iteration 116Q: 3 clusters Score -547310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -547312.687500 Penalty: 2827.937500
	Iteration 117Q: 3 clusters Score -547312.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -547313.562500 Penalty: 2827.937500
	Iteration 118Q: 3 clusters Score -547313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -547316.250000 Penalty: 2827.937500
	Iteration 119Q: 3 clusters Score -547316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -547316.937500 Penalty: 2827.937500
	Iteration 120F: 3 clusters Score -547316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -547319.250000 Penalty: 2827.937500
	Iteration 121Q: 3 clusters Score -547319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -547321.125000 Penalty: 2827.937500
	Iteration 122Q: 3 clusters Score -547321.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -547321.937500 Penalty: 2827.937500
	Iteration 123Q: 3 clusters Score -547321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -547323.500000 Penalty: 2827.937500
	Iteration 124Q: 3 clusters Score -547323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -547323.750000 Penalty: 2827.937500
	Iteration 125Q: 3 clusters Score -547323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -547324.937500 Penalty: 2827.937500
	Iteration 126Q: 3 clusters Score -547324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -547324.375000 Penalty: 2827.937500
	Iteration 127Q: 3 clusters Score -547324.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -547324.375000 Penalty: 2827.937500
	Iteration 128F: 3 clusters Score -547324.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Entering Unmasked Estep 
Score: -3900853.000000 Penalty: 1724.408569
	Iteration 0F: 2 clusters Score -3900853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3876445.000000 Penalty: 3448.817139
	Iteration 0F: 3 clusters Score -3876445 nChanged 18943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3887016.250000 Penalty: 3448.817139
	Iteration 1F: 3 clusters Score -3887016 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3887344.500000 Penalty: 3448.817139
	Iteration 2Q: 3 clusters Score -3887344 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3887644.500000 Penalty: 3448.817139
	Iteration 3Q: 3 clusters Score -3887644 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3887985.250000 Penalty: 3448.817139
	Iteration 4Q: 3 clusters Score -3887985 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3888437.250000 Penalty: 3448.817139
	Iteration 5Q: 3 clusters Score -3888437 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3889022.250000 Penalty: 3448.817139
	Iteration 6Q: 3 clusters Score -3889022 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3889736.250000 Penalty: 3448.817139
	Iteration 7Q: 3 clusters Score -3889736 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3890738.250000 Penalty: 3448.817139
	Iteration 8Q: 3 clusters Score -3890738 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3892051.500000 Penalty: 3448.817139
	Iteration 9F: 3 clusters Score -3892052 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3893600.250000 Penalty: 3448.817139
	Iteration 10F: 3 clusters Score -3893600 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3895310.500000 Penalty: 3448.817139
	Iteration 11F: 3 clusters Score -3895310 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -3897071.000000 Penalty: 3448.817139
	Iteration 12F: 3 clusters Score -3897071 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -3898065.000000 Penalty: 3448.817139
	Iteration 13F: 3 clusters Score -3898065 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -3898639.750000 Penalty: 3448.817139
	Iteration 14Q: 3 clusters Score -3898640 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -3898961.000000 Penalty: 3448.817139
	Iteration 15Q: 3 clusters Score -3898961 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -3899136.000000 Penalty: 3448.817139
	Iteration 16Q: 3 clusters Score -3899136 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -3899248.750000 Penalty: 3448.817139
	Iteration 17Q: 3 clusters Score -3899249 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -3899309.250000 Penalty: 3448.817139
	Iteration 18Q: 3 clusters Score -3899309 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -3899362.000000 Penalty: 3448.817139
	Iteration 19Q: 3 clusters Score -3899362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -3899395.750000 Penalty: 3448.817139
	Iteration 20F: 3 clusters Score -3899396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -3899422.500000 Penalty: 3448.817139
	Iteration 21Q: 3 clusters Score -3899422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -3899440.500000 Penalty: 3448.817139
	Iteration 22Q: 3 clusters Score -3899440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -3899455.250000 Penalty: 3448.817139
	Iteration 23Q: 3 clusters Score -3899455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -3899466.000000 Penalty: 3448.817139
	Iteration 24Q: 3 clusters Score -3899466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -3899470.500000 Penalty: 3448.817139
	Iteration 25Q: 3 clusters Score -3899470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -3899477.250000 Penalty: 3448.817139
	Iteration 26Q: 3 clusters Score -3899477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -3899479.000000 Penalty: 3448.817139
	Iteration 27Q: 3 clusters Score -3899479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -3899491.750000 Penalty: 3448.817139
	Iteration 28Q: 3 clusters Score -3899492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -3899498.500000 Penalty: 3448.817139
	Iteration 29Q: 3 clusters Score -3899498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -3899499.750000 Penalty: 3448.817139
	Iteration 30Q: 3 clusters Score -3899500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -3899508.250000 Penalty: 3448.817139
	Iteration 31Q: 3 clusters Score -3899508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -3899509.250000 Penalty: 3448.817139
	Iteration 32Q: 3 clusters Score -3899509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -3899509.000000 Penalty: 3448.817139
	Iteration 33Q: 3 clusters Score -3899509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -3899513.000000 Penalty: 3448.817139
	Iteration 34Q: 3 clusters Score -3899513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -3899509.000000 Penalty: 3448.817139
	Iteration 35Q: 3 clusters Score -3899509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -3899510.000000 Penalty: 3448.817139
	Iteration 36Q: 3 clusters Score -3899510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -3899511.750000 Penalty: 3448.817139
	Iteration 37Q: 3 clusters Score -3899512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -3899513.500000 Penalty: 3448.817139
	Iteration 38Q: 3 clusters Score -3899514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -3899522.250000 Penalty: 3448.817139
	Iteration 39Q: 3 clusters Score -3899522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -3899520.500000 Penalty: 3448.817139
	Iteration 40F: 3 clusters Score -3899520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -3899532.250000 Penalty: 3448.817139
	Iteration 41Q: 3 clusters Score -3899532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -3899532.750000 Penalty: 3448.817139
	Iteration 42Q: 3 clusters Score -3899533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -3899533.750000 Penalty: 3448.817139
	Iteration 43Q: 3 clusters Score -3899534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -3899533.250000 Penalty: 3448.817139
	Iteration 44Q: 3 clusters Score -3899533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -3899533.250000 Penalty: 3448.817139
	Iteration 45Q: 3 clusters Score -3899533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -3899536.500000 Penalty: 3448.817139
	Iteration 46Q: 3 clusters Score -3899536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -3899538.000000 Penalty: 3448.817139
	Iteration 47Q: 3 clusters Score -3899538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -3899539.000000 Penalty: 3448.817139
	Iteration 48Q: 3 clusters Score -3899539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -3899543.250000 Penalty: 3448.817139
	Iteration 49Q: 3 clusters Score -3899543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -3899547.250000 Penalty: 3448.817139
	Iteration 50Q: 3 clusters Score -3899547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -3899548.500000 Penalty: 3448.817139
	Iteration 51Q: 3 clusters Score -3899548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -3899549.000000 Penalty: 3448.817139
	Iteration 52Q: 3 clusters Score -3899549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -3899549.000000 Penalty: 3448.817139
	Iteration 53F: 3 clusters Score -3899549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -128836.671875 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -128836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -127138.023438 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -127138 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127581.234375 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -127581.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -127731.343750 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -127731.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127793.695312 Penalty: 2365.778564
	Iteration 3Q: 3 clusters Score -127793.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -127822.445312 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -127822.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -127847.429688 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -127847.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -127861.281250 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -127861.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -127873.406250 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -127873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127880.031250 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -127880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -127886.039062 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -127886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -127889.531250 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -127889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127895.554688 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -127895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -127898.734375 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -127898.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -127902.929688 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -127902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -127905.148438 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -127905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127909.023438 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -127909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -127910.226562 Penalty: 2365.778564
	Iteration 16Q: 3 clusters Score -127910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -127913.500000 Penalty: 2365.778564
	Iteration 17Q: 3 clusters Score -127913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -127915.593750 Penalty: 2365.778564
	Iteration 18Q: 3 clusters Score -127915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -127917.437500 Penalty: 2365.778564
	Iteration 19Q: 3 clusters Score -127917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127919.257812 Penalty: 2365.778564
	Iteration 20F: 3 clusters Score -127919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127920.101562 Penalty: 2365.778564
	Iteration 21Q: 3 clusters Score -127920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -127920.648438 Penalty: 2365.778564
	Iteration 22Q: 3 clusters Score -127920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -127920.648438 Penalty: 2365.778564
	Iteration 23F: 3 clusters Score -127920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -87527.531250 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -87527.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -86097.179688 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -86097.18 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86472.898438 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -86472.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86582.976562 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -86582.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86649.132812 Penalty: 2281.271484
	Iteration 3F: 3 clusters Score -86649.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86698.789062 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -86698.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86746.421875 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -86746.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86792.257812 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -86792.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86831.414062 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -86831.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86884.500000 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -86884.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86922.445312 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -86922.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86974.125000 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -86974.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87023.148438 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -87023.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -87059.328125 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -87059.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -87073.148438 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -87073.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -87083.093750 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -87083.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -87092.273438 Penalty: 2281.271484
	Iteration 15Q: 3 clusters Score -87092.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87097.421875 Penalty: 2281.271484
	Iteration 16Q: 3 clusters Score -87097.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -87099.367188 Penalty: 2281.271484
	Iteration 17Q: 3 clusters Score -87099.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -87100.398438 Penalty: 2281.271484
	Iteration 18Q: 3 clusters Score -87100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -87100.742188 Penalty: 2281.271484
	Iteration 19Q: 3 clusters Score -87100.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -87100.742188 Penalty: 2281.271484
	Iteration 20F: 3 clusters Score -87100.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -495996.500000 Penalty: 1398.196777
	Iteration 0F: 2 clusters Score -495996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -491764.125000 Penalty: 2796.393555
	Iteration 0F: 3 clusters Score -491764.1 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -493071.437500 Penalty: 2796.393555
	Iteration 1F: 3 clusters Score -493071.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -493412.562500 Penalty: 2796.393555
	Iteration 2F: 3 clusters Score -493412.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -493709.750000 Penalty: 2796.393555
	Iteration 3F: 3 clusters Score -493709.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -493932.875000 Penalty: 2796.393555
	Iteration 4F: 3 clusters Score -493932.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -494094.468750 Penalty: 2796.393555
	Iteration 5F: 3 clusters Score -494094.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -494217.968750 Penalty: 2796.393555
	Iteration 6Q: 3 clusters Score -494218 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -494319.562500 Penalty: 2796.393555
	Iteration 7Q: 3 clusters Score -494319.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -494391.906250 Penalty: 2796.393555
	Iteration 8Q: 3 clusters Score -494391.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -494451.000000 Penalty: 2796.393555
	Iteration 9Q: 3 clusters Score -494451 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -494493.406250 Penalty: 2796.393555
	Iteration 10Q: 3 clusters Score -494493.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -494539.906250 Penalty: 2796.393555
	Iteration 11Q: 3 clusters Score -494539.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -494575.937500 Penalty: 2796.393555
	Iteration 12Q: 3 clusters Score -494575.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -494612.812500 Penalty: 2796.393555
	Iteration 13Q: 3 clusters Score -494612.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -494641.687500 Penalty: 2796.393555
	Iteration 14Q: 3 clusters Score -494641.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -494668.000000 Penalty: 2796.393555
	Iteration 15Q: 3 clusters Score -494668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -494690.656250 Penalty: 2796.393555
	Iteration 16Q: 3 clusters Score -494690.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -494711.843750 Penalty: 2796.393555
	Iteration 17Q: 3 clusters Score -494711.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -494732.343750 Penalty: 2796.393555
	Iteration 18Q: 3 clusters Score -494732.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -494755.031250 Penalty: 2796.393555
	Iteration 19Q: 3 clusters Score -494755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -494779.406250 Penalty: 2796.393555
	Iteration 20F: 3 clusters Score -494779.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -494805.781250 Penalty: 2796.393555
	Iteration 21Q: 3 clusters Score -494805.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -494834.968750 Penalty: 2796.393555
	Iteration 22Q: 3 clusters Score -494835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -494854.843750 Penalty: 2796.393555
	Iteration 23Q: 3 clusters Score -494854.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -494865.437500 Penalty: 2796.393555
	Iteration 24Q: 3 clusters Score -494865.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -494873.906250 Penalty: 2796.393555
	Iteration 25Q: 3 clusters Score -494873.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -494883.031250 Penalty: 2796.393555
	Iteration 26Q: 3 clusters Score -494883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -494889.156250 Penalty: 2796.393555
	Iteration 27Q: 3 clusters Score -494889.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -494893.250000 Penalty: 2796.393555
	Iteration 28Q: 3 clusters Score -494893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -494896.468750 Penalty: 2796.393555
	Iteration 29Q: 3 clusters Score -494896.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -494901.718750 Penalty: 2796.393555
	Iteration 30Q: 3 clusters Score -494901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -494904.906250 Penalty: 2796.393555
	Iteration 31Q: 3 clusters Score -494904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -494907.000000 Penalty: 2796.393555
	Iteration 32Q: 3 clusters Score -494907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -494909.906250 Penalty: 2796.393555
	Iteration 33Q: 3 clusters Score -494909.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -494912.500000 Penalty: 2796.393555
	Iteration 34Q: 3 clusters Score -494912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -494914.187500 Penalty: 2796.393555
	Iteration 35Q: 3 clusters Score -494914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -494914.406250 Penalty: 2796.393555
	Iteration 36Q: 3 clusters Score -494914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -494914.406250 Penalty: 2796.393555
	Iteration 37F: 3 clusters Score -494914.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Entering Unmasked Estep 
Score: -796523.250000 Penalty: 1466.323486
	Iteration 0F: 2 clusters Score -796523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -790434.500000 Penalty: 2932.646973
	Iteration 0F: 3 clusters Score -790434.5 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -792364.250000 Penalty: 2932.646973
	Iteration 1F: 3 clusters Score -792364.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -792616.875000 Penalty: 2932.646973
	Iteration 2F: 3 clusters Score -792616.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -792816.625000 Penalty: 2932.646973
	Iteration 3F: 3 clusters Score -792816.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -793039.312500 Penalty: 2932.646973
	Iteration 4F: 3 clusters Score -793039.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -793248.875000 Penalty: 2932.646973
	Iteration 5Q: 3 clusters Score -793248.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -793442.812500 Penalty: 2932.646973
	Iteration 6Q: 3 clusters Score -793442.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -793672.562500 Penalty: 2932.646973
	Iteration 7Q: 3 clusters Score -793672.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -793930.687500 Penalty: 2932.646973
	Iteration 8Q: 3 clusters Score -793930.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -794214.500000 Penalty: 2932.646973
	Iteration 9Q: 3 clusters Score -794214.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -794500.375000 Penalty: 2932.646973
	Iteration 10Q: 3 clusters Score -794500.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -794768.562500 Penalty: 2932.646973
	Iteration 11Q: 3 clusters Score -794768.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -795007.937500 Penalty: 2932.646973
	Iteration 12Q: 3 clusters Score -795007.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -795227.562500 Penalty: 2932.646973
	Iteration 13Q: 3 clusters Score -795227.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -795349.750000 Penalty: 2932.646973
	Iteration 14Q: 3 clusters Score -795349.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -795428.625000 Penalty: 2932.646973
	Iteration 15Q: 3 clusters Score -795428.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -795460.625000 Penalty: 2932.646973
	Iteration 16Q: 3 clusters Score -795460.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -795473.875000 Penalty: 2932.646973
	Iteration 17Q: 3 clusters Score -795473.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -795491.187500 Penalty: 2932.646973
	Iteration 18Q: 3 clusters Score -795491.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -795501.250000 Penalty: 2932.646973
	Iteration 19Q: 3 clusters Score -795501.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -795508.125000 Penalty: 2932.646973
	Iteration 20F: 3 clusters Score -795508.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -795518.312500 Penalty: 2932.646973
	Iteration 21Q: 3 clusters Score -795518.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -795525.187500 Penalty: 2932.646973
	Iteration 22Q: 3 clusters Score -795525.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -795533.562500 Penalty: 2932.646973
	Iteration 23Q: 3 clusters Score -795533.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -795539.250000 Penalty: 2932.646973
	Iteration 24Q: 3 clusters Score -795539.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -795547.312500 Penalty: 2932.646973
	Iteration 25Q: 3 clusters Score -795547.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -795552.375000 Penalty: 2932.646973
	Iteration 26Q: 3 clusters Score -795552.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -795558.125000 Penalty: 2932.646973
	Iteration 27Q: 3 clusters Score -795558.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -795563.187500 Penalty: 2932.646973
	Iteration 28Q: 3 clusters Score -795563.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -795569.750000 Penalty: 2932.646973
	Iteration 29Q: 3 clusters Score -795569.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -795575.937500 Penalty: 2932.646973
	Iteration 30Q: 3 clusters Score -795575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -795578.937500 Penalty: 2932.646973
	Iteration 31Q: 3 clusters Score -795578.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -795582.000000 Penalty: 2932.646973
	Iteration 32Q: 3 clusters Score -795582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -795585.687500 Penalty: 2932.646973
	Iteration 33Q: 3 clusters Score -795585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -795587.000000 Penalty: 2932.646973
	Iteration 34Q: 3 clusters Score -795587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -795590.687500 Penalty: 2932.646973
	Iteration 35Q: 3 clusters Score -795590.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -795593.250000 Penalty: 2932.646973
	Iteration 36Q: 3 clusters Score -795593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -795597.375000 Penalty: 2932.646973
	Iteration 37Q: 3 clusters Score -795597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -795597.437500 Penalty: 2932.646973
	Iteration 38Q: 3 clusters Score -795597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -795600.625000 Penalty: 2932.646973
	Iteration 39Q: 3 clusters Score -795600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -795600.625000 Penalty: 2932.646973
	Iteration 40F: 3 clusters Score -795600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -795601.750000 Penalty: 2932.646973
	Iteration 41Q: 3 clusters Score -795601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -795603.250000 Penalty: 2932.646973
	Iteration 42Q: 3 clusters Score -795603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -795602.937500 Penalty: 2932.646973
	Iteration 43Q: 3 clusters Score -795602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -795602.875000 Penalty: 2932.646973
	Iteration 44Q: 3 clusters Score -795602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -795603.562500 Penalty: 2932.646973
	Iteration 45Q: 3 clusters Score -795603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -795603.562500 Penalty: 2932.646973
	Iteration 46F: 3 clusters Score -795603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (36226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Entering Unmasked Estep 
Score: -3526298.250000 Penalty: 1705.849121
	Iteration 0F: 2 clusters Score -3526298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3503838.000000 Penalty: 3411.698242
	Iteration 0F: 3 clusters Score -3503838 nChanged 16797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3513275.750000 Penalty: 3411.698242
	Iteration 1F: 3 clusters Score -3513276 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3513763.750000 Penalty: 3411.698242
	Iteration 2Q: 3 clusters Score -3513764 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3514421.000000 Penalty: 3411.698242
	Iteration 3Q: 3 clusters Score -3514421 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3515275.000000 Penalty: 3411.698242
	Iteration 4F: 3 clusters Score -3515275 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3516475.500000 Penalty: 3411.698242
	Iteration 5F: 3 clusters Score -3516476 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3517940.250000 Penalty: 3411.698242
	Iteration 6F: 3 clusters Score -3517940 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3519747.250000 Penalty: 3411.698242
	Iteration 7F: 3 clusters Score -3519747 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3521694.000000 Penalty: 3411.698242
	Iteration 8F: 3 clusters Score -3521694 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -3523440.000000 Penalty: 3411.698242
	Iteration 9F: 3 clusters Score -3523440 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -3524384.000000 Penalty: 3411.698242
	Iteration 10Q: 3 clusters Score -3524384 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -3524634.250000 Penalty: 3411.698242
	Iteration 11Q: 3 clusters Score -3524634 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -3524692.000000 Penalty: 3411.698242
	Iteration 12Q: 3 clusters Score -3524692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -3524739.500000 Penalty: 3411.698242
	Iteration 13Q: 3 clusters Score -3524740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -3524787.000000 Penalty: 3411.698242
	Iteration 14Q: 3 clusters Score -3524787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3524823.000000 Penalty: 3411.698242
	Iteration 15Q: 3 clusters Score -3524823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -3524854.250000 Penalty: 3411.698242
	Iteration 16Q: 3 clusters Score -3524854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3524867.250000 Penalty: 3411.698242
	Iteration 17Q: 3 clusters Score -3524867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -3524886.250000 Penalty: 3411.698242
	Iteration 18Q: 3 clusters Score -3524886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -3524896.000000 Penalty: 3411.698242
	Iteration 19Q: 3 clusters Score -3524896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -3524905.500000 Penalty: 3411.698242
	Iteration 20F: 3 clusters Score -3524906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3524911.250000 Penalty: 3411.698242
	Iteration 21Q: 3 clusters Score -3524911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3524919.500000 Penalty: 3411.698242
	Iteration 22Q: 3 clusters Score -3524920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3524925.250000 Penalty: 3411.698242
	Iteration 23Q: 3 clusters Score -3524925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3524925.250000 Penalty: 3411.698242
	Iteration 24F: 3 clusters Score -3524925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -319090.250000 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -319090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -315988.718750 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -315988.7 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -316814.218750 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -316814.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -317009.937500 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -317009.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -317163.875000 Penalty: 2658.695312
	Iteration 3F: 3 clusters Score -317163.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -317305.687500 Penalty: 2658.695312
	Iteration 4F: 3 clusters Score -317305.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -317431.656250 Penalty: 2658.695312
	Iteration 5Q: 3 clusters Score -317431.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -317546.156250 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -317546.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -317646.687500 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -317646.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -317740.531250 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -317740.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -317806.750000 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -317806.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -317863.375000 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -317863.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -317911.312500 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -317911.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -317969.406250 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -317969.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -318007.593750 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -318007.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -318021.406250 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -318021.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -318034.187500 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -318034.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -318050.187500 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -318050.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -318069.437500 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -318069.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -318082.375000 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -318082.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -318094.093750 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -318094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -318105.343750 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -318105.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -318121.218750 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -318121.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -318139.687500 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -318139.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -318151.187500 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -318151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -318160.718750 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -318160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -318166.000000 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -318166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -318169.687500 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -318169.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -318170.218750 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -318170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -318172.281250 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -318172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -318172.281250 Penalty: 2658.695312
	Iteration 29F: 3 clusters Score -318172.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -76989.554688 Penalty: 1096.863892
	Iteration 0F: 2 clusters Score -76989.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75641.187500 Penalty: 2193.727783
	Iteration 0F: 3 clusters Score -75641.19 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75869.742188 Penalty: 2193.727783
	Iteration 1F: 3 clusters Score -75869.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75946.031250 Penalty: 2193.727783
	Iteration 2F: 3 clusters Score -75946.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75989.468750 Penalty: 2193.727783
	Iteration 3Q: 3 clusters Score -75989.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76010.882812 Penalty: 2193.727783
	Iteration 4Q: 3 clusters Score -76010.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76028.773438 Penalty: 2193.727783
	Iteration 5Q: 3 clusters Score -76028.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76042.296875 Penalty: 2193.727783
	Iteration 6Q: 3 clusters Score -76042.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76051.343750 Penalty: 2193.727783
	Iteration 7Q: 3 clusters Score -76051.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76067.375000 Penalty: 2193.727783
	Iteration 8Q: 3 clusters Score -76067.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76089.195312 Penalty: 2193.727783
	Iteration 9Q: 3 clusters Score -76089.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76118.851562 Penalty: 2193.727783
	Iteration 10Q: 3 clusters Score -76118.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76137.539062 Penalty: 2193.727783
	Iteration 11Q: 3 clusters Score -76137.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76159.312500 Penalty: 2193.727783
	Iteration 12Q: 3 clusters Score -76159.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76188.242188 Penalty: 2193.727783
	Iteration 13Q: 3 clusters Score -76188.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76212.367188 Penalty: 2193.727783
	Iteration 14Q: 3 clusters Score -76212.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -76242.906250 Penalty: 2193.727783
	Iteration 15Q: 3 clusters Score -76242.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -76279.976562 Penalty: 2193.727783
	Iteration 16Q: 3 clusters Score -76279.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -76315.656250 Penalty: 2193.727783
	Iteration 17Q: 3 clusters Score -76315.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -76336.945312 Penalty: 2193.727783
	Iteration 18Q: 3 clusters Score -76336.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -76358.453125 Penalty: 2193.727783
	Iteration 19Q: 3 clusters Score -76358.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76372.632812 Penalty: 2193.727783
	Iteration 20F: 3 clusters Score -76372.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -76382.796875 Penalty: 2193.727783
	Iteration 21Q: 3 clusters Score -76382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -76385.820312 Penalty: 2193.727783
	Iteration 22Q: 3 clusters Score -76385.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -76392.195312 Penalty: 2193.727783
	Iteration 23Q: 3 clusters Score -76392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76402.460938 Penalty: 2193.727783
	Iteration 24Q: 3 clusters Score -76402.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76420.718750 Penalty: 2193.727783
	Iteration 25Q: 3 clusters Score -76420.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76431.062500 Penalty: 2193.727783
	Iteration 26Q: 3 clusters Score -76431.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -76436.921875 Penalty: 2193.727783
	Iteration 27Q: 3 clusters Score -76436.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76441.000000 Penalty: 2193.727783
	Iteration 28Q: 3 clusters Score -76441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -76442.851562 Penalty: 2193.727783
	Iteration 29Q: 3 clusters Score -76442.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -76442.851562 Penalty: 2193.727783
	Iteration 30F: 3 clusters Score -76442.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -152171.187500 Penalty: 1211.673950
	Iteration 0F: 2 clusters Score -152171.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -150272.734375 Penalty: 2423.347900
	Iteration 0F: 3 clusters Score -150272.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -150765.078125 Penalty: 2423.347900
	Iteration 1F: 3 clusters Score -150765.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -150912.546875 Penalty: 2423.347900
	Iteration 2F: 3 clusters Score -150912.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -150990.015625 Penalty: 2423.347900
	Iteration 3Q: 3 clusters Score -150990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -151054.906250 Penalty: 2423.347900
	Iteration 4Q: 3 clusters Score -151054.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -151116.015625 Penalty: 2423.347900
	Iteration 5Q: 3 clusters Score -151116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -151199.546875 Penalty: 2423.347900
	Iteration 6Q: 3 clusters Score -151199.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -151287.937500 Penalty: 2423.347900
	Iteration 7Q: 3 clusters Score -151287.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -151364.703125 Penalty: 2423.347900
	Iteration 8Q: 3 clusters Score -151364.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -151453.468750 Penalty: 2423.347900
	Iteration 9Q: 3 clusters Score -151453.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -151522.562500 Penalty: 2423.347900
	Iteration 10Q: 3 clusters Score -151522.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -151569.656250 Penalty: 2423.347900
	Iteration 11Q: 3 clusters Score -151569.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -151620.671875 Penalty: 2423.347900
	Iteration 12Q: 3 clusters Score -151620.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -151658.109375 Penalty: 2423.347900
	Iteration 13Q: 3 clusters Score -151658.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -151702.156250 Penalty: 2423.347900
	Iteration 14Q: 3 clusters Score -151702.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -151747.953125 Penalty: 2423.347900
	Iteration 15Q: 3 clusters Score -151748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -151774.546875 Penalty: 2423.347900
	Iteration 16Q: 3 clusters Score -151774.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -151789.515625 Penalty: 2423.347900
	Iteration 17Q: 3 clusters Score -151789.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -151799.546875 Penalty: 2423.347900
	Iteration 18Q: 3 clusters Score -151799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -151805.640625 Penalty: 2423.347900
	Iteration 19Q: 3 clusters Score -151805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -151810.343750 Penalty: 2423.347900
	Iteration 20F: 3 clusters Score -151810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -151812.625000 Penalty: 2423.347900
	Iteration 21Q: 3 clusters Score -151812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -151812.625000 Penalty: 2423.347900
	Iteration 22F: 3 clusters Score -151812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -415827.468750 Penalty: 1368.110107
	Iteration 0F: 2 clusters Score -415827.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -412126.812500 Penalty: 2736.220215
	Iteration 0F: 3 clusters Score -412126.8 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -413147.562500 Penalty: 2736.220215
	Iteration 1F: 3 clusters Score -413147.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -413370.812500 Penalty: 2736.220215
	Iteration 2F: 3 clusters Score -413370.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -413551.625000 Penalty: 2736.220215
	Iteration 3F: 3 clusters Score -413551.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -413679.875000 Penalty: 2736.220215
	Iteration 4Q: 3 clusters Score -413679.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -413783.187500 Penalty: 2736.220215
	Iteration 5Q: 3 clusters Score -413783.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -413867.750000 Penalty: 2736.220215
	Iteration 6Q: 3 clusters Score -413867.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -413955.375000 Penalty: 2736.220215
	Iteration 7Q: 3 clusters Score -413955.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -414043.437500 Penalty: 2736.220215
	Iteration 8Q: 3 clusters Score -414043.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -414130.281250 Penalty: 2736.220215
	Iteration 9Q: 3 clusters Score -414130.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -414216.718750 Penalty: 2736.220215
	Iteration 10Q: 3 clusters Score -414216.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -414300.187500 Penalty: 2736.220215
	Iteration 11Q: 3 clusters Score -414300.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -414391.625000 Penalty: 2736.220215
	Iteration 12Q: 3 clusters Score -414391.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -414451.843750 Penalty: 2736.220215
	Iteration 13Q: 3 clusters Score -414451.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -414500.062500 Penalty: 2736.220215
	Iteration 14Q: 3 clusters Score -414500.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -414528.875000 Penalty: 2736.220215
	Iteration 15Q: 3 clusters Score -414528.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -414553.000000 Penalty: 2736.220215
	Iteration 16Q: 3 clusters Score -414553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -414570.281250 Penalty: 2736.220215
	Iteration 17Q: 3 clusters Score -414570.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -414581.718750 Penalty: 2736.220215
	Iteration 18Q: 3 clusters Score -414581.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -414591.156250 Penalty: 2736.220215
	Iteration 19Q: 3 clusters Score -414591.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -414599.031250 Penalty: 2736.220215
	Iteration 20F: 3 clusters Score -414599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -414607.593750 Penalty: 2736.220215
	Iteration 21Q: 3 clusters Score -414607.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -414614.468750 Penalty: 2736.220215
	Iteration 22Q: 3 clusters Score -414614.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -414617.250000 Penalty: 2736.220215
	Iteration 23Q: 3 clusters Score -414617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -414621.343750 Penalty: 2736.220215
	Iteration 24Q: 3 clusters Score -414621.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -414625.812500 Penalty: 2736.220215
	Iteration 25Q: 3 clusters Score -414625.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -414630.000000 Penalty: 2736.220215
	Iteration 26Q: 3 clusters Score -414630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -414634.437500 Penalty: 2736.220215
	Iteration 27Q: 3 clusters Score -414634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -414636.875000 Penalty: 2736.220215
	Iteration 28Q: 3 clusters Score -414636.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -414641.000000 Penalty: 2736.220215
	Iteration 29Q: 3 clusters Score -414641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -414645.125000 Penalty: 2736.220215
	Iteration 30Q: 3 clusters Score -414645.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -414650.343750 Penalty: 2736.220215
	Iteration 31Q: 3 clusters Score -414650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -414652.781250 Penalty: 2736.220215
	Iteration 32Q: 3 clusters Score -414652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -414654.593750 Penalty: 2736.220215
	Iteration 33Q: 3 clusters Score -414654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -414656.531250 Penalty: 2736.220215
	Iteration 34Q: 3 clusters Score -414656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -414658.000000 Penalty: 2736.220215
	Iteration 35Q: 3 clusters Score -414658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -414659.218750 Penalty: 2736.220215
	Iteration 36Q: 3 clusters Score -414659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -414662.843750 Penalty: 2736.220215
	Iteration 37Q: 3 clusters Score -414662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -414664.625000 Penalty: 2736.220215
	Iteration 38Q: 3 clusters Score -414664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -414665.937500 Penalty: 2736.220215
	Iteration 39Q: 3 clusters Score -414665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -414666.343750 Penalty: 2736.220215
	Iteration 40F: 3 clusters Score -414666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -414667.656250 Penalty: 2736.220215
	Iteration 41Q: 3 clusters Score -414667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -414667.656250 Penalty: 2736.220215
	Iteration 42F: 3 clusters Score -414667.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -435778.750000 Penalty: 1375.571777
	Iteration 0F: 2 clusters Score -435778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -431967.750000 Penalty: 2751.143555
	Iteration 0F: 3 clusters Score -431967.8 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -433010.375000 Penalty: 2751.143555
	Iteration 1F: 3 clusters Score -433010.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -433237.437500 Penalty: 2751.143555
	Iteration 2F: 3 clusters Score -433237.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -433423.437500 Penalty: 2751.143555
	Iteration 3F: 3 clusters Score -433423.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -433577.781250 Penalty: 2751.143555
	Iteration 4F: 3 clusters Score -433577.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -433732.812500 Penalty: 2751.143555
	Iteration 5Q: 3 clusters Score -433732.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -433878.375000 Penalty: 2751.143555
	Iteration 6Q: 3 clusters Score -433878.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -433986.281250 Penalty: 2751.143555
	Iteration 7Q: 3 clusters Score -433986.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -434103.906250 Penalty: 2751.143555
	Iteration 8Q: 3 clusters Score -434103.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -434213.250000 Penalty: 2751.143555
	Iteration 9Q: 3 clusters Score -434213.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -434341.343750 Penalty: 2751.143555
	Iteration 10Q: 3 clusters Score -434341.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -434486.312500 Penalty: 2751.143555
	Iteration 11Q: 3 clusters Score -434486.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -434664.218750 Penalty: 2751.143555
	Iteration 12Q: 3 clusters Score -434664.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -434825.437500 Penalty: 2751.143555
	Iteration 13Q: 3 clusters Score -434825.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -434923.906250 Penalty: 2751.143555
	Iteration 14Q: 3 clusters Score -434923.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -434980.937500 Penalty: 2751.143555
	Iteration 15Q: 3 clusters Score -434980.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -435014.687500 Penalty: 2751.143555
	Iteration 16Q: 3 clusters Score -435014.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -435032.250000 Penalty: 2751.143555
	Iteration 17Q: 3 clusters Score -435032.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435043.750000 Penalty: 2751.143555
	Iteration 18Q: 3 clusters Score -435043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -435049.562500 Penalty: 2751.143555
	Iteration 19Q: 3 clusters Score -435049.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -435055.531250 Penalty: 2751.143555
	Iteration 20F: 3 clusters Score -435055.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -435061.562500 Penalty: 2751.143555
	Iteration 21Q: 3 clusters Score -435061.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -435064.031250 Penalty: 2751.143555
	Iteration 22Q: 3 clusters Score -435064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435069.125000 Penalty: 2751.143555
	Iteration 23Q: 3 clusters Score -435069.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -435071.468750 Penalty: 2751.143555
	Iteration 24Q: 3 clusters Score -435071.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -435074.000000 Penalty: 2751.143555
	Iteration 25Q: 3 clusters Score -435074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -435075.968750 Penalty: 2751.143555
	Iteration 26Q: 3 clusters Score -435076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -435076.031250 Penalty: 2751.143555
	Iteration 27Q: 3 clusters Score -435076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -435077.156250 Penalty: 2751.143555
	Iteration 28Q: 3 clusters Score -435077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -435079.062500 Penalty: 2751.143555
	Iteration 29Q: 3 clusters Score -435079.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -435079.468750 Penalty: 2751.143555
	Iteration 30Q: 3 clusters Score -435079.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -435083.468750 Penalty: 2751.143555
	Iteration 31Q: 3 clusters Score -435083.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -435086.468750 Penalty: 2751.143555
	Iteration 32Q: 3 clusters Score -435086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435088.718750 Penalty: 2751.143555
	Iteration 33Q: 3 clusters Score -435088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -435092.031250 Penalty: 2751.143555
	Iteration 34Q: 3 clusters Score -435092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -435093.093750 Penalty: 2751.143555
	Iteration 35Q: 3 clusters Score -435093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -435093.812500 Penalty: 2751.143555
	Iteration 36Q: 3 clusters Score -435093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -435094.375000 Penalty: 2751.143555
	Iteration 37Q: 3 clusters Score -435094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -435094.343750 Penalty: 2751.143555
	Iteration 38Q: 3 clusters Score -435094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435093.937500 Penalty: 2751.143555
	Iteration 39Q: 3 clusters Score -435093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -435094.000000 Penalty: 2751.143555
	Iteration 40F: 3 clusters Score -435094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435094.656250 Penalty: 2751.143555
	Iteration 41Q: 3 clusters Score -435094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435094.656250 Penalty: 2751.143555
	Iteration 42F: 3 clusters Score -435094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (29080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Entering Unmasked Estep 
Score: -2859507.250000 Penalty: 1670.143555
	Iteration 0F: 2 clusters Score -2859507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2841537.750000 Penalty: 3340.287109
	Iteration 0F: 3 clusters Score -2841538 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2848970.750000 Penalty: 3340.287109
	Iteration 1F: 3 clusters Score -2848971 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2849290.000000 Penalty: 3340.287109
	Iteration 2Q: 3 clusters Score -2849290 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2849578.250000 Penalty: 3340.287109
	Iteration 3Q: 3 clusters Score -2849578 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2849912.500000 Penalty: 3340.287109
	Iteration 4Q: 3 clusters Score -2849912 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2850362.750000 Penalty: 3340.287109
	Iteration 5Q: 3 clusters Score -2850363 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2851058.750000 Penalty: 3340.287109
	Iteration 6Q: 3 clusters Score -2851059 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2851997.000000 Penalty: 3340.287109
	Iteration 7F: 3 clusters Score -2851997 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2853055.750000 Penalty: 3340.287109
	Iteration 8F: 3 clusters Score -2853056 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2854123.500000 Penalty: 3340.287109
	Iteration 9F: 3 clusters Score -2854124 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2855152.250000 Penalty: 3340.287109
	Iteration 10F: 3 clusters Score -2855152 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2856027.250000 Penalty: 3340.287109
	Iteration 11Q: 3 clusters Score -2856027 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2856687.500000 Penalty: 3340.287109
	Iteration 12Q: 3 clusters Score -2856688 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2857212.000000 Penalty: 3340.287109
	Iteration 13Q: 3 clusters Score -2857212 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2857472.750000 Penalty: 3340.287109
	Iteration 14Q: 3 clusters Score -2857473 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2857601.000000 Penalty: 3340.287109
	Iteration 15Q: 3 clusters Score -2857601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2857701.500000 Penalty: 3340.287109
	Iteration 16Q: 3 clusters Score -2857702 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2857762.250000 Penalty: 3340.287109
	Iteration 17Q: 3 clusters Score -2857762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2857828.250000 Penalty: 3340.287109
	Iteration 18Q: 3 clusters Score -2857828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2857875.500000 Penalty: 3340.287109
	Iteration 19Q: 3 clusters Score -2857876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2857913.000000 Penalty: 3340.287109
	Iteration 20F: 3 clusters Score -2857913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2857941.500000 Penalty: 3340.287109
	Iteration 21Q: 3 clusters Score -2857942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2857963.500000 Penalty: 3340.287109
	Iteration 22Q: 3 clusters Score -2857964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2857971.250000 Penalty: 3340.287109
	Iteration 23Q: 3 clusters Score -2857971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2857976.250000 Penalty: 3340.287109
	Iteration 24Q: 3 clusters Score -2857976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2857984.500000 Penalty: 3340.287109
	Iteration 25Q: 3 clusters Score -2857984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2857985.750000 Penalty: 3340.287109
	Iteration 26Q: 3 clusters Score -2857986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2857985.250000 Penalty: 3340.287109
	Iteration 27Q: 3 clusters Score -2857985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2857986.500000 Penalty: 3340.287109
	Iteration 28Q: 3 clusters Score -2857986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2857989.500000 Penalty: 3340.287109
	Iteration 29Q: 3 clusters Score -2857990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2857995.000000 Penalty: 3340.287109
	Iteration 30Q: 3 clusters Score -2857995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2857994.750000 Penalty: 3340.287109
	Iteration 31Q: 3 clusters Score -2857995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2857997.500000 Penalty: 3340.287109
	Iteration 32Q: 3 clusters Score -2857998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2857997.500000 Penalty: 3340.287109
	Iteration 33F: 3 clusters Score -2857998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -429314.500000 Penalty: 1373.539062
	Iteration 0F: 2 clusters Score -429314.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -425538.843750 Penalty: 2747.078125
	Iteration 0F: 3 clusters Score -425538.8 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -426630.625000 Penalty: 2747.078125
	Iteration 1F: 3 clusters Score -426630.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -426810.781250 Penalty: 2747.078125
	Iteration 2F: 3 clusters Score -426810.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -426923.187500 Penalty: 2747.078125
	Iteration 3F: 3 clusters Score -426923.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -427022.625000 Penalty: 2747.078125
	Iteration 4Q: 3 clusters Score -427022.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -427105.375000 Penalty: 2747.078125
	Iteration 5Q: 3 clusters Score -427105.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -427170.781250 Penalty: 2747.078125
	Iteration 6Q: 3 clusters Score -427170.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -427248.718750 Penalty: 2747.078125
	Iteration 7Q: 3 clusters Score -427248.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -427333.312500 Penalty: 2747.078125
	Iteration 8Q: 3 clusters Score -427333.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -427424.093750 Penalty: 2747.078125
	Iteration 9Q: 3 clusters Score -427424.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -427512.000000 Penalty: 2747.078125
	Iteration 10Q: 3 clusters Score -427512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -427593.625000 Penalty: 2747.078125
	Iteration 11Q: 3 clusters Score -427593.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -427702.500000 Penalty: 2747.078125
	Iteration 12Q: 3 clusters Score -427702.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -427807.437500 Penalty: 2747.078125
	Iteration 13Q: 3 clusters Score -427807.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -427899.593750 Penalty: 2747.078125
	Iteration 14Q: 3 clusters Score -427899.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -427994.750000 Penalty: 2747.078125
	Iteration 15Q: 3 clusters Score -427994.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -428083.843750 Penalty: 2747.078125
	Iteration 16Q: 3 clusters Score -428083.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -428174.593750 Penalty: 2747.078125
	Iteration 17Q: 3 clusters Score -428174.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -428246.218750 Penalty: 2747.078125
	Iteration 18Q: 3 clusters Score -428246.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -428309.093750 Penalty: 2747.078125
	Iteration 19Q: 3 clusters Score -428309.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -428350.625000 Penalty: 2747.078125
	Iteration 20F: 3 clusters Score -428350.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -428374.406250 Penalty: 2747.078125
	Iteration 21Q: 3 clusters Score -428374.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -428393.062500 Penalty: 2747.078125
	Iteration 22Q: 3 clusters Score -428393.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -428412.250000 Penalty: 2747.078125
	Iteration 23Q: 3 clusters Score -428412.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -428429.000000 Penalty: 2747.078125
	Iteration 24Q: 3 clusters Score -428429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -428447.531250 Penalty: 2747.078125
	Iteration 25Q: 3 clusters Score -428447.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -428455.062500 Penalty: 2747.078125
	Iteration 26Q: 3 clusters Score -428455.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -428459.093750 Penalty: 2747.078125
	Iteration 27Q: 3 clusters Score -428459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -428461.250000 Penalty: 2747.078125
	Iteration 28Q: 3 clusters Score -428461.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -428466.375000 Penalty: 2747.078125
	Iteration 29Q: 3 clusters Score -428466.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -428470.250000 Penalty: 2747.078125
	Iteration 30Q: 3 clusters Score -428470.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428477.500000 Penalty: 2747.078125
	Iteration 31Q: 3 clusters Score -428477.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -428485.250000 Penalty: 2747.078125
	Iteration 32Q: 3 clusters Score -428485.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -428490.000000 Penalty: 2747.078125
	Iteration 33Q: 3 clusters Score -428490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -428495.937500 Penalty: 2747.078125
	Iteration 34Q: 3 clusters Score -428495.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -428500.312500 Penalty: 2747.078125
	Iteration 35Q: 3 clusters Score -428500.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -428503.375000 Penalty: 2747.078125
	Iteration 36Q: 3 clusters Score -428503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -428504.750000 Penalty: 2747.078125
	Iteration 37Q: 3 clusters Score -428504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -428508.843750 Penalty: 2747.078125
	Iteration 38Q: 3 clusters Score -428508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -428513.687500 Penalty: 2747.078125
	Iteration 39Q: 3 clusters Score -428513.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -428516.156250 Penalty: 2747.078125
	Iteration 40F: 3 clusters Score -428516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -428517.031250 Penalty: 2747.078125
	Iteration 41Q: 3 clusters Score -428517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -428520.125000 Penalty: 2747.078125
	Iteration 42Q: 3 clusters Score -428520.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -428520.812500 Penalty: 2747.078125
	Iteration 43Q: 3 clusters Score -428520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -428522.156250 Penalty: 2747.078125
	Iteration 44Q: 3 clusters Score -428522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -428525.375000 Penalty: 2747.078125
	Iteration 45Q: 3 clusters Score -428525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -428528.250000 Penalty: 2747.078125
	Iteration 46Q: 3 clusters Score -428528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -428528.437500 Penalty: 2747.078125
	Iteration 47Q: 3 clusters Score -428528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -428530.093750 Penalty: 2747.078125
	Iteration 48Q: 3 clusters Score -428530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -428530.093750 Penalty: 2747.078125
	Iteration 49Q: 3 clusters Score -428530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -428530.093750 Penalty: 2747.078125
	Iteration 50F: 3 clusters Score -428530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6854 members 
Mstep: Class 13 contains 23623 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 18467 members 
Mstep: Class 16 contains 4048 members 
Mstep: Class 17 contains 49235 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18061 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22398 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19470 members 
Mstep: Class 26 contains 7476 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 15951 members 
Mstep: Class 29 contains 33375 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37057 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37925 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40609 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5455 members 
Mstep: Class 39 contains 8296 members 
Mstep: Class 40 contains 36226 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1731 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4746 members 
Mstep: Class 46 contains 29080 members 
Mstep: Class 47 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788104.000000 Penalty: 100859.070312
Iteration 359Q: 48 clusters Score -4.97881e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3524 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35073 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6852 members 
Mstep: Class 13 contains 23625 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49182 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18071 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22371 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19464 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15954 members 
Mstep: Class 29 contains 34287 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37057 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37933 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40610 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5455 members 
Mstep: Class 39 contains 8295 members 
Mstep: Class 40 contains 35567 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1730 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4747 members 
Mstep: Class 46 contains 28910 members 
Mstep: Class 47 contains 4689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788280.000000 Penalty: 100859.070312
Iteration 360F: 48 clusters Score -4.978828e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6848 members 
Mstep: Class 13 contains 23619 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49091 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18080 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22350 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19456 members 
Mstep: Class 26 contains 7462 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15955 members 
Mstep: Class 29 contains 35188 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37057 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37943 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 40605 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5455 members 
Mstep: Class 39 contains 8295 members 
Mstep: Class 40 contains 34957 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1730 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4744 members 
Mstep: Class 46 contains 28730 members 
Mstep: Class 47 contains 4692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788892.000000 Penalty: 100859.070312
Iteration 361Q: 48 clusters Score -4.978889e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3520 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35072 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6843 members 
Mstep: Class 13 contains 23619 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49021 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18088 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22330 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 19447 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15952 members 
Mstep: Class 29 contains 36218 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37057 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37952 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40604 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5455 members 
Mstep: Class 39 contains 8294 members 
Mstep: Class 40 contains 34193 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1730 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4753 members 
Mstep: Class 46 contains 28556 members 
Mstep: Class 47 contains 4693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789304.000000 Penalty: 100859.070312
Iteration 362Q: 48 clusters Score -4.97893e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35070 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 23613 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48966 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18100 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22295 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19440 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15952 members 
Mstep: Class 29 contains 37357 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37059 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37959 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40602 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8291 members 
Mstep: Class 40 contains 33320 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1730 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4762 members 
Mstep: Class 46 contains 28374 members 
Mstep: Class 47 contains 4693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789312.000000 Penalty: 100859.070312
Iteration 363Q: 48 clusters Score -4.978931e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35061 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 23612 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48999 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18106 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22257 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19429 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15952 members 
Mstep: Class 29 contains 38544 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37969 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40607 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8290 members 
Mstep: Class 40 contains 32243 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1729 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4783 members 
Mstep: Class 46 contains 28239 members 
Mstep: Class 47 contains 4696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788464.000000 Penalty: 100859.070312
Iteration 364Q: 48 clusters Score -4.978846e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35064 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6831 members 
Mstep: Class 13 contains 23612 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49075 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18114 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22241 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19422 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15951 members 
Mstep: Class 29 contains 39545 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37063 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37990 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 40605 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8290 members 
Mstep: Class 40 contains 31247 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1728 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4807 members 
Mstep: Class 46 contains 28112 members 
Mstep: Class 47 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787160.000000 Penalty: 100859.070312
Iteration 365Q: 48 clusters Score -4.978716e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3582 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35069 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6827 members 
Mstep: Class 13 contains 23622 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49180 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18125 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22237 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19412 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15951 members 
Mstep: Class 29 contains 40247 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37061 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38005 members 
Mstep: Class 34 contains 6009 members 
Mstep: Class 35 contains 40604 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8290 members 
Mstep: Class 40 contains 30451 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1729 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4832 members 
Mstep: Class 46 contains 28018 members 
Mstep: Class 47 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785828.000000 Penalty: 100859.070312
Iteration 366Q: 48 clusters Score -4.978583e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35070 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 23623 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49355 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18133 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22205 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19400 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15951 members 
Mstep: Class 29 contains 40503 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38012 members 
Mstep: Class 34 contains 6008 members 
Mstep: Class 35 contains 40608 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8291 members 
Mstep: Class 40 contains 30040 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1730 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4858 members 
Mstep: Class 46 contains 27968 members 
Mstep: Class 47 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785384.000000 Penalty: 100859.070312
Iteration 367Q: 48 clusters Score -4.978538e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3636 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35077 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 13 contains 23631 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49504 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18139 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22180 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19391 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15953 members 
Mstep: Class 29 contains 40482 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37063 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38017 members 
Mstep: Class 34 contains 6007 members 
Mstep: Class 35 contains 40605 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8292 members 
Mstep: Class 40 contains 29934 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1729 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4871 members 
Mstep: Class 46 contains 27929 members 
Mstep: Class 47 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784908.000000 Penalty: 100859.070312
Iteration 368Q: 48 clusters Score -4.978491e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35074 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 23631 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49565 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18150 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22168 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19391 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15954 members 
Mstep: Class 29 contains 40237 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38026 members 
Mstep: Class 34 contains 6005 members 
Mstep: Class 35 contains 40605 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5453 members 
Mstep: Class 39 contains 8294 members 
Mstep: Class 40 contains 30131 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1729 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4874 members 
Mstep: Class 46 contains 27907 members 
Mstep: Class 47 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784732.000000 Penalty: 100859.070312
Iteration 369Q: 48 clusters Score -4.978473e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35072 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6812 members 
Mstep: Class 13 contains 23637 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49561 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18160 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22166 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19386 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15954 members 
Mstep: Class 29 contains 39860 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37061 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38036 members 
Mstep: Class 34 contains 6006 members 
Mstep: Class 35 contains 40607 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8293 members 
Mstep: Class 40 contains 30514 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4877 members 
Mstep: Class 46 contains 27895 members 
Mstep: Class 47 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784896.000000 Penalty: 100859.070312
Iteration 370Q: 48 clusters Score -4.97849e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35074 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6806 members 
Mstep: Class 13 contains 23636 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49521 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18167 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22155 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19381 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15959 members 
Mstep: Class 29 contains 39346 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37061 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38045 members 
Mstep: Class 34 contains 6008 members 
Mstep: Class 35 contains 40610 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8293 members 
Mstep: Class 40 contains 31097 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1724 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4871 members 
Mstep: Class 46 contains 27888 members 
Mstep: Class 47 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785268.000000 Penalty: 100859.070312
Iteration 371Q: 48 clusters Score -4.978527e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35073 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6804 members 
Mstep: Class 13 contains 23636 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49426 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18173 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22147 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19372 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15958 members 
Mstep: Class 29 contains 38783 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38053 members 
Mstep: Class 34 contains 6006 members 
Mstep: Class 35 contains 40613 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8293 members 
Mstep: Class 40 contains 31784 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1724 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4864 members 
Mstep: Class 46 contains 27886 members 
Mstep: Class 47 contains 4699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785812.000000 Penalty: 100859.070312
Iteration 372Q: 48 clusters Score -4.978581e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3598 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35073 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6801 members 
Mstep: Class 13 contains 23636 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49337 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18181 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22131 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19367 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15959 members 
Mstep: Class 29 contains 38170 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38062 members 
Mstep: Class 34 contains 6006 members 
Mstep: Class 35 contains 40614 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8292 members 
Mstep: Class 40 contains 32525 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1724 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4850 members 
Mstep: Class 46 contains 27879 members 
Mstep: Class 47 contains 4701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786456.000000 Penalty: 100859.070312
Iteration 373Q: 48 clusters Score -4.978646e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35072 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 23634 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49261 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18192 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22105 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19364 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15959 members 
Mstep: Class 29 contains 37520 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37060 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38060 members 
Mstep: Class 34 contains 6005 members 
Mstep: Class 35 contains 40616 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8290 members 
Mstep: Class 40 contains 33329 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1724 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 27869 members 
Mstep: Class 47 contains 4701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786876.000000 Penalty: 100859.070312
Iteration 374Q: 48 clusters Score -4.978688e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35073 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 23626 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49168 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18197 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22080 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19359 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 15958 members 
Mstep: Class 29 contains 36887 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37059 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38064 members 
Mstep: Class 34 contains 6005 members 
Mstep: Class 35 contains 40622 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8290 members 
Mstep: Class 40 contains 34125 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1724 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4828 members 
Mstep: Class 46 contains 27854 members 
Mstep: Class 47 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787276.000000 Penalty: 100859.070312
Iteration 375Q: 48 clusters Score -4.978728e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35073 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23622 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 18461 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49069 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22063 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19355 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 15960 members 
Mstep: Class 29 contains 36258 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37059 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38073 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40626 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8290 members 
Mstep: Class 40 contains 34940 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4815 members 
Mstep: Class 46 contains 27831 members 
Mstep: Class 47 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787824.000000 Penalty: 100859.070312
Iteration 376Q: 48 clusters Score -4.978782e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35074 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 23640 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48971 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22066 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19361 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 15960 members 
Mstep: Class 29 contains 35421 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 37060 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38075 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40626 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8290 members 
Mstep: Class 40 contains 35903 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4802 members 
Mstep: Class 46 contains 27813 members 
Mstep: Class 47 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788436.000000 Penalty: 100859.070312
Iteration 377Q: 48 clusters Score -4.978844e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48926 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18204 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22086 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19370 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 15956 members 
Mstep: Class 29 contains 34361 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37062 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38066 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40621 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8290 members 
Mstep: Class 40 contains 36964 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4790 members 
Mstep: Class 46 contains 27863 members 
Mstep: Class 47 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788832.000000 Penalty: 100859.070312
Iteration 378Q: 48 clusters Score -4.978883e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35074 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23692 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48927 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18205 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22081 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19369 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 15959 members 
Mstep: Class 29 contains 33217 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37064 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38061 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40609 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8289 members 
Mstep: Class 40 contains 38007 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4783 members 
Mstep: Class 46 contains 27983 members 
Mstep: Class 47 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788660.000000 Penalty: 100859.070312
Iteration 379Q: 48 clusters Score -4.978866e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35077 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23694 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48980 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18205 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22124 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19363 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 15960 members 
Mstep: Class 29 contains 32090 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37063 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38059 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40610 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 38838 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4785 members 
Mstep: Class 46 contains 28189 members 
Mstep: Class 47 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787508.000000 Penalty: 100859.070312
Iteration 380F: 48 clusters Score -4.978751e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23700 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49018 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18206 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19373 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 15965 members 
Mstep: Class 29 contains 31104 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37063 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38046 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40608 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 39457 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4790 members 
Mstep: Class 46 contains 28441 members 
Mstep: Class 47 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786588.000000 Penalty: 100859.070312
Iteration 381Q: 48 clusters Score -4.978659e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35077 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23712 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49045 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18209 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22233 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19379 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 15973 members 
Mstep: Class 29 contains 30390 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37064 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38027 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40607 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 39801 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4797 members 
Mstep: Class 46 contains 28711 members 
Mstep: Class 47 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786044.000000 Penalty: 100859.070312
Iteration 382Q: 48 clusters Score -4.978604e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23731 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49126 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18209 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22279 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19382 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 15978 members 
Mstep: Class 29 contains 30024 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37065 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38008 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40607 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 39754 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4813 members 
Mstep: Class 46 contains 28941 members 
Mstep: Class 47 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785800.000000 Penalty: 100859.070312
Iteration 383Q: 48 clusters Score -4.97858e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35072 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23743 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49172 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18210 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22313 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19385 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 15981 members 
Mstep: Class 29 contains 30057 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 37066 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37990 members 
Mstep: Class 34 contains 6004 members 
Mstep: Class 35 contains 40603 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 39452 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4826 members 
Mstep: Class 46 contains 29097 members 
Mstep: Class 47 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785912.000000 Penalty: 100859.070312
Iteration 384Q: 48 clusters Score -4.978591e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35065 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23754 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 18461 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18209 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22318 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19385 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15984 members 
Mstep: Class 29 contains 30341 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37066 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37983 members 
Mstep: Class 34 contains 6001 members 
Mstep: Class 35 contains 40602 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 39019 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4834 members 
Mstep: Class 46 contains 29157 members 
Mstep: Class 47 contains 4705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785976.000000 Penalty: 100859.070312
Iteration 385Q: 48 clusters Score -4.978598e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3519 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35064 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23760 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49296 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18209 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22316 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19386 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15985 members 
Mstep: Class 29 contains 30862 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37990 members 
Mstep: Class 34 contains 6001 members 
Mstep: Class 35 contains 40601 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 38413 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4841 members 
Mstep: Class 46 contains 29154 members 
Mstep: Class 47 contains 4709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786300.000000 Penalty: 100859.070312
Iteration 386Q: 48 clusters Score -4.97863e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3524 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35061 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23760 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49316 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18210 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22304 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19383 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15987 members 
Mstep: Class 29 contains 31548 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37982 members 
Mstep: Class 34 contains 6000 members 
Mstep: Class 35 contains 40602 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 37757 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4856 members 
Mstep: Class 46 contains 29106 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786864.000000 Penalty: 100859.070312
Iteration 387Q: 48 clusters Score -4.978686e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3532 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35059 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23765 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49272 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18211 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22292 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19380 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15987 members 
Mstep: Class 29 contains 32379 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37980 members 
Mstep: Class 34 contains 6000 members 
Mstep: Class 35 contains 40599 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 37064 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4857 members 
Mstep: Class 46 contains 29011 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787472.000000 Penalty: 100859.070312
Iteration 388Q: 48 clusters Score -4.978747e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35059 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23770 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49224 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18210 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22270 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19372 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15985 members 
Mstep: Class 29 contains 33283 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37981 members 
Mstep: Class 34 contains 6000 members 
Mstep: Class 35 contains 40599 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 36391 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4854 members 
Mstep: Class 46 contains 28865 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787764.000000 Penalty: 100859.070312
Iteration 389Q: 48 clusters Score -4.978776e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35061 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49182 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18211 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22244 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19370 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15983 members 
Mstep: Class 29 contains 34181 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37985 members 
Mstep: Class 34 contains 6000 members 
Mstep: Class 35 contains 40599 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 35711 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4851 members 
Mstep: Class 46 contains 28725 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788324.000000 Penalty: 100859.070312
Iteration 390Q: 48 clusters Score -4.978832e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3516 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35059 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 23770 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49110 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18210 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22233 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19365 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15984 members 
Mstep: Class 29 contains 35012 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37990 members 
Mstep: Class 34 contains 6000 members 
Mstep: Class 35 contains 40599 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 35138 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4851 members 
Mstep: Class 46 contains 28550 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788444.000000 Penalty: 100859.070312
Iteration 391Q: 48 clusters Score -4.978844e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3516 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35060 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 23770 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49040 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18211 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22213 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19357 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15984 members 
Mstep: Class 29 contains 35989 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37995 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40601 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 34426 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4850 members 
Mstep: Class 46 contains 28377 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788940.000000 Penalty: 100859.070312
Iteration 392Q: 48 clusters Score -4.978894e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35059 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 23769 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48985 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18212 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22184 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19354 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15982 members 
Mstep: Class 29 contains 37089 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37995 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40603 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 33570 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4858 members 
Mstep: Class 46 contains 28210 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789148.000000 Penalty: 100859.070312
Iteration 393Q: 48 clusters Score -4.978915e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35057 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 23761 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49022 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18212 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22171 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19350 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15980 members 
Mstep: Class 29 contains 38226 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37998 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40604 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 32530 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4877 members 
Mstep: Class 46 contains 28084 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788508.000000 Penalty: 100859.070312
Iteration 394Q: 48 clusters Score -4.978851e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35055 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23762 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49084 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18214 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22154 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19343 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15978 members 
Mstep: Class 29 contains 39215 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38009 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40606 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5454 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 31563 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4901 members 
Mstep: Class 46 contains 27971 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787512.000000 Penalty: 100859.070312
Iteration 395Q: 48 clusters Score -4.978751e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35060 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23758 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49184 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18214 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22143 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19331 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 39962 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38012 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40607 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5453 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 30745 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4916 members 
Mstep: Class 46 contains 27907 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786432.000000 Penalty: 100859.070312
Iteration 396Q: 48 clusters Score -4.978643e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35060 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23747 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49325 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18215 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22120 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 40319 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 37072 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38018 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40609 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 30257 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4932 members 
Mstep: Class 46 contains 27868 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785664.000000 Penalty: 100859.070312
Iteration 397Q: 48 clusters Score -4.978566e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35061 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23741 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49478 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18219 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22102 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 40362 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38016 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40608 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 30101 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4940 members 
Mstep: Class 46 contains 27834 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785168.000000 Penalty: 100859.070312
Iteration 398Q: 48 clusters Score -4.978517e+07 nChanged 1623
Entering ConstructFrom: 
Score: -49785168.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (19353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Entering Unmasked Estep 
Score: -1856901.625000 Penalty: 1603.972900
	Iteration 0F: 2 clusters Score -1856902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1843655.375000 Penalty: 3207.945801
	Iteration 0F: 3 clusters Score -1843655 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1848391.500000 Penalty: 3207.945801
	Iteration 1F: 3 clusters Score -1848392 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1848914.875000 Penalty: 3207.945801
	Iteration 2F: 3 clusters Score -1848915 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1849562.375000 Penalty: 3207.945801
	Iteration 3F: 3 clusters Score -1849562 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1850366.250000 Penalty: 3207.945801
	Iteration 4F: 3 clusters Score -1850366 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1851375.375000 Penalty: 3207.945801
	Iteration 5F: 3 clusters Score -1851375 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1852397.125000 Penalty: 3207.945801
	Iteration 6F: 3 clusters Score -1852397 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1853276.250000 Penalty: 3207.945801
	Iteration 7F: 3 clusters Score -1853276 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1853997.250000 Penalty: 3207.945801
	Iteration 8Q: 3 clusters Score -1853997 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1854476.750000 Penalty: 3207.945801
	Iteration 9Q: 3 clusters Score -1854477 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1854785.250000 Penalty: 3207.945801
	Iteration 10Q: 3 clusters Score -1854785 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1854948.000000 Penalty: 3207.945801
	Iteration 11Q: 3 clusters Score -1854948 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1855042.875000 Penalty: 3207.945801
	Iteration 12Q: 3 clusters Score -1855043 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1855112.000000 Penalty: 3207.945801
	Iteration 13Q: 3 clusters Score -1855112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1855147.000000 Penalty: 3207.945801
	Iteration 14Q: 3 clusters Score -1855147 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1855173.250000 Penalty: 3207.945801
	Iteration 15Q: 3 clusters Score -1855173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1855197.750000 Penalty: 3207.945801
	Iteration 16Q: 3 clusters Score -1855198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1855228.625000 Penalty: 3207.945801
	Iteration 17Q: 3 clusters Score -1855229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1855249.875000 Penalty: 3207.945801
	Iteration 18Q: 3 clusters Score -1855250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1855270.000000 Penalty: 3207.945801
	Iteration 19Q: 3 clusters Score -1855270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1855284.875000 Penalty: 3207.945801
	Iteration 20F: 3 clusters Score -1855285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1855301.000000 Penalty: 3207.945801
	Iteration 21Q: 3 clusters Score -1855301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1855323.875000 Penalty: 3207.945801
	Iteration 22Q: 3 clusters Score -1855324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1855345.875000 Penalty: 3207.945801
	Iteration 23Q: 3 clusters Score -1855346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1855363.875000 Penalty: 3207.945801
	Iteration 24Q: 3 clusters Score -1855364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1855388.250000 Penalty: 3207.945801
	Iteration 25Q: 3 clusters Score -1855388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1855420.625000 Penalty: 3207.945801
	Iteration 26Q: 3 clusters Score -1855421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -1855453.750000 Penalty: 3207.945801
	Iteration 27Q: 3 clusters Score -1855454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1855487.625000 Penalty: 3207.945801
	Iteration 28Q: 3 clusters Score -1855488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1855526.875000 Penalty: 3207.945801
	Iteration 29Q: 3 clusters Score -1855527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1855566.875000 Penalty: 3207.945801
	Iteration 30Q: 3 clusters Score -1855567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1855602.750000 Penalty: 3207.945801
	Iteration 31Q: 3 clusters Score -1855603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1855635.500000 Penalty: 3207.945801
	Iteration 32Q: 3 clusters Score -1855636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1855676.375000 Penalty: 3207.945801
	Iteration 33Q: 3 clusters Score -1855676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1855715.875000 Penalty: 3207.945801
	Iteration 34Q: 3 clusters Score -1855716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1855741.875000 Penalty: 3207.945801
	Iteration 35Q: 3 clusters Score -1855742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1855758.125000 Penalty: 3207.945801
	Iteration 36Q: 3 clusters Score -1855758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1855767.500000 Penalty: 3207.945801
	Iteration 37Q: 3 clusters Score -1855768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1855777.375000 Penalty: 3207.945801
	Iteration 38Q: 3 clusters Score -1855777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1855779.000000 Penalty: 3207.945801
	Iteration 39Q: 3 clusters Score -1855779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1855783.250000 Penalty: 3207.945801
	Iteration 40F: 3 clusters Score -1855783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1855783.125000 Penalty: 3207.945801
	Iteration 41Q: 3 clusters Score -1855783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1855785.000000 Penalty: 3207.945801
	Iteration 42Q: 3 clusters Score -1855785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1855784.000000 Penalty: 3207.945801
	Iteration 43Q: 3 clusters Score -1855784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1855786.625000 Penalty: 3207.945801
	Iteration 44Q: 3 clusters Score -1855787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1855785.250000 Penalty: 3207.945801
	Iteration 45Q: 3 clusters Score -1855785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1855787.375000 Penalty: 3207.945801
	Iteration 46Q: 3 clusters Score -1855787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1855787.750000 Penalty: 3207.945801
	Iteration 47Q: 3 clusters Score -1855788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1855788.750000 Penalty: 3207.945801
	Iteration 48Q: 3 clusters Score -1855789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1855789.125000 Penalty: 3207.945801
	Iteration 49Q: 3 clusters Score -1855789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1855792.250000 Penalty: 3207.945801
	Iteration 50Q: 3 clusters Score -1855792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1855790.875000 Penalty: 3207.945801
	Iteration 51Q: 3 clusters Score -1855791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1855790.875000 Penalty: 3207.945801
	Iteration 52F: 3 clusters Score -1855791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -119586.335938 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -119586.3 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 678 members 
Entering Unmasked Estep 
Score: -117976.484375 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -117976.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -118448.062500 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -118448.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -118648.703125 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -118648.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -118745.945312 Penalty: 2331.038086
	Iteration 3F: 3 clusters Score -118745.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -118806.593750 Penalty: 2331.038086
	Iteration 4Q: 3 clusters Score -118806.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -118833.070312 Penalty: 2331.038086
	Iteration 5Q: 3 clusters Score -118833.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -118851.093750 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -118851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -118858.125000 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -118858.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -118872.500000 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -118872.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -118882.023438 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -118882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -118896.453125 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -118896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -118900.093750 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -118900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -118901.703125 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -118901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -118902.929688 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -118902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -118903.640625 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -118903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -118904.812500 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -118904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -118904.812500 Penalty: 2331.038086
	Iteration 16F: 3 clusters Score -118904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -179753.328125 Penalty: 1255.366089
	Iteration 0F: 2 clusters Score -179753.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -177520.390625 Penalty: 2510.732178
	Iteration 0F: 3 clusters Score -177520.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -178358.468750 Penalty: 2510.732178
	Iteration 1F: 3 clusters Score -178358.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -178828.359375 Penalty: 2510.732178
	Iteration 2F: 3 clusters Score -178828.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -179207.203125 Penalty: 2510.732178
	Iteration 3F: 3 clusters Score -179207.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -179442.515625 Penalty: 2510.732178
	Iteration 4F: 3 clusters Score -179442.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -179600.796875 Penalty: 2510.732178
	Iteration 5Q: 3 clusters Score -179600.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -179702.796875 Penalty: 2510.732178
	Iteration 6Q: 3 clusters Score -179702.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -179762.093750 Penalty: 2510.732178
	Iteration 7Q: 3 clusters Score -179762.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -179797.156250 Penalty: 2510.732178
	Iteration 8Q: 3 clusters Score -179797.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -179824.875000 Penalty: 2510.732178
	Iteration 9Q: 3 clusters Score -179824.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -179842.406250 Penalty: 2510.732178
	Iteration 10Q: 3 clusters Score -179842.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -179863.281250 Penalty: 2510.732178
	Iteration 11Q: 3 clusters Score -179863.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179883.796875 Penalty: 2510.732178
	Iteration 12Q: 3 clusters Score -179883.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179918.171875 Penalty: 2510.732178
	Iteration 13Q: 3 clusters Score -179918.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -179938.765625 Penalty: 2510.732178
	Iteration 14Q: 3 clusters Score -179938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -179952.125000 Penalty: 2510.732178
	Iteration 15Q: 3 clusters Score -179952.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -179966.781250 Penalty: 2510.732178
	Iteration 16Q: 3 clusters Score -179966.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -179971.953125 Penalty: 2510.732178
	Iteration 17Q: 3 clusters Score -179972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -179974.437500 Penalty: 2510.732178
	Iteration 18Q: 3 clusters Score -179974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -179974.921875 Penalty: 2510.732178
	Iteration 19Q: 3 clusters Score -179974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -179975.265625 Penalty: 2510.732178
	Iteration 20F: 3 clusters Score -179975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35065 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23744 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49498 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18220 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22092 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19316 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 40203 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38020 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40616 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 30264 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4944 members 
Mstep: Class 46 contains 27804 members 
Mstep: Class 47 contains 4711 members 
Mstep: Class 48 contains 1336 members 
Entering Unmasked Estep 
Score: -49784176.000000 Penalty: 103005.007812
Splitting cluster 3 changes total score from -49785168.000000 to -49784176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -339722.031250 Penalty: 1331.965820
	Iteration 0F: 2 clusters Score -339722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -336624.562500 Penalty: 2663.931641
	Iteration 0F: 3 clusters Score -336624.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -337391.000000 Penalty: 2663.931641
	Iteration 1F: 3 clusters Score -337391 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -337501.281250 Penalty: 2663.931641
	Iteration 2F: 3 clusters Score -337501.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -337585.312500 Penalty: 2663.931641
	Iteration 3Q: 3 clusters Score -337585.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -337653.687500 Penalty: 2663.931641
	Iteration 4Q: 3 clusters Score -337653.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -337710.281250 Penalty: 2663.931641
	Iteration 5Q: 3 clusters Score -337710.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -337752.875000 Penalty: 2663.931641
	Iteration 6Q: 3 clusters Score -337752.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -337787.750000 Penalty: 2663.931641
	Iteration 7Q: 3 clusters Score -337787.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -337820.437500 Penalty: 2663.931641
	Iteration 8Q: 3 clusters Score -337820.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -337857.218750 Penalty: 2663.931641
	Iteration 9Q: 3 clusters Score -337857.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -337890.906250 Penalty: 2663.931641
	Iteration 10Q: 3 clusters Score -337890.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -337917.656250 Penalty: 2663.931641
	Iteration 11Q: 3 clusters Score -337917.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -337946.718750 Penalty: 2663.931641
	Iteration 12Q: 3 clusters Score -337946.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -337976.906250 Penalty: 2663.931641
	Iteration 13Q: 3 clusters Score -337976.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -338003.843750 Penalty: 2663.931641
	Iteration 14Q: 3 clusters Score -338003.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -338040.281250 Penalty: 2663.931641
	Iteration 15Q: 3 clusters Score -338040.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -338078.156250 Penalty: 2663.931641
	Iteration 16Q: 3 clusters Score -338078.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -338123.687500 Penalty: 2663.931641
	Iteration 17Q: 3 clusters Score -338123.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -338166.718750 Penalty: 2663.931641
	Iteration 18Q: 3 clusters Score -338166.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -338209.937500 Penalty: 2663.931641
	Iteration 19Q: 3 clusters Score -338209.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -338240.656250 Penalty: 2663.931641
	Iteration 20F: 3 clusters Score -338240.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -338272.468750 Penalty: 2663.931641
	Iteration 21Q: 3 clusters Score -338272.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -338302.343750 Penalty: 2663.931641
	Iteration 22Q: 3 clusters Score -338302.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -338327.812500 Penalty: 2663.931641
	Iteration 23Q: 3 clusters Score -338327.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -338355.281250 Penalty: 2663.931641
	Iteration 24Q: 3 clusters Score -338355.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -338374.000000 Penalty: 2663.931641
	Iteration 25Q: 3 clusters Score -338374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -338386.625000 Penalty: 2663.931641
	Iteration 26Q: 3 clusters Score -338386.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -338400.968750 Penalty: 2663.931641
	Iteration 27Q: 3 clusters Score -338401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -338411.562500 Penalty: 2663.931641
	Iteration 28Q: 3 clusters Score -338411.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -338423.687500 Penalty: 2663.931641
	Iteration 29Q: 3 clusters Score -338423.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -338435.656250 Penalty: 2663.931641
	Iteration 30Q: 3 clusters Score -338435.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -338445.875000 Penalty: 2663.931641
	Iteration 31Q: 3 clusters Score -338445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -338450.625000 Penalty: 2663.931641
	Iteration 32Q: 3 clusters Score -338450.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -338457.250000 Penalty: 2663.931641
	Iteration 33Q: 3 clusters Score -338457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -338463.531250 Penalty: 2663.931641
	Iteration 34Q: 3 clusters Score -338463.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -338467.625000 Penalty: 2663.931641
	Iteration 35Q: 3 clusters Score -338467.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -338472.437500 Penalty: 2663.931641
	Iteration 36Q: 3 clusters Score -338472.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -338478.843750 Penalty: 2663.931641
	Iteration 37Q: 3 clusters Score -338478.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -338484.562500 Penalty: 2663.931641
	Iteration 38Q: 3 clusters Score -338484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -338485.718750 Penalty: 2663.931641
	Iteration 39Q: 3 clusters Score -338485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -338488.000000 Penalty: 2663.931641
	Iteration 40F: 3 clusters Score -338488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -338489.562500 Penalty: 2663.931641
	Iteration 41Q: 3 clusters Score -338489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -338491.906250 Penalty: 2663.931641
	Iteration 42Q: 3 clusters Score -338491.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -338492.875000 Penalty: 2663.931641
	Iteration 43Q: 3 clusters Score -338492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -338495.312500 Penalty: 2663.931641
	Iteration 44Q: 3 clusters Score -338495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -338496.000000 Penalty: 2663.931641
	Iteration 45Q: 3 clusters Score -338496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -338496.468750 Penalty: 2663.931641
	Iteration 46Q: 3 clusters Score -338496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -338497.468750 Penalty: 2663.931641
	Iteration 47Q: 3 clusters Score -338497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -338497.375000 Penalty: 2663.931641
	Iteration 48Q: 3 clusters Score -338497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -338497.500000 Penalty: 2663.931641
	Iteration 49Q: 3 clusters Score -338497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -338497.500000 Penalty: 2663.931641
	Iteration 50F: 3 clusters Score -338497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -184375.703125 Penalty: 1238.364624
	Iteration 0F: 2 clusters Score -184375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -182286.187500 Penalty: 2476.729248
	Iteration 0F: 3 clusters Score -182286.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182760.406250 Penalty: 2476.729248
	Iteration 1F: 3 clusters Score -182760.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -182931.953125 Penalty: 2476.729248
	Iteration 2F: 3 clusters Score -182932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -183080.562500 Penalty: 2476.729248
	Iteration 3F: 3 clusters Score -183080.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -183207.796875 Penalty: 2476.729248
	Iteration 4F: 3 clusters Score -183207.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -183323.546875 Penalty: 2476.729248
	Iteration 5F: 3 clusters Score -183323.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -183432.421875 Penalty: 2476.729248
	Iteration 6Q: 3 clusters Score -183432.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -183552.843750 Penalty: 2476.729248
	Iteration 7Q: 3 clusters Score -183552.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -183693.484375 Penalty: 2476.729248
	Iteration 8Q: 3 clusters Score -183693.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -183792.296875 Penalty: 2476.729248
	Iteration 9Q: 3 clusters Score -183792.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -183849.625000 Penalty: 2476.729248
	Iteration 10Q: 3 clusters Score -183849.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -183906.421875 Penalty: 2476.729248
	Iteration 11Q: 3 clusters Score -183906.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -183940.781250 Penalty: 2476.729248
	Iteration 12Q: 3 clusters Score -183940.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -183956.078125 Penalty: 2476.729248
	Iteration 13Q: 3 clusters Score -183956.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -183965.171875 Penalty: 2476.729248
	Iteration 14Q: 3 clusters Score -183965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -183971.953125 Penalty: 2476.729248
	Iteration 15Q: 3 clusters Score -183972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -183974.296875 Penalty: 2476.729248
	Iteration 16Q: 3 clusters Score -183974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -183975.390625 Penalty: 2476.729248
	Iteration 17Q: 3 clusters Score -183975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -183976.640625 Penalty: 2476.729248
	Iteration 18Q: 3 clusters Score -183976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -183976.921875 Penalty: 2476.729248
	Iteration 19Q: 3 clusters Score -183976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -183976.921875 Penalty: 2476.729248
	Iteration 20F: 3 clusters Score -183976.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -435636.968750 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -435637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -431735.562500 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -431735.6 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -432762.500000 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -432762.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -432974.437500 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -432974.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -433124.406250 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -433124.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -433238.062500 Penalty: 2757.853271
	Iteration 4Q: 3 clusters Score -433238.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -433333.125000 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -433333.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -433411.531250 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -433411.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -433478.750000 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -433478.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -433530.781250 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -433530.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -433579.562500 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -433579.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -433625.093750 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -433625.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -433672.781250 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -433672.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -433724.718750 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -433724.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -433780.031250 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -433780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -433825.156250 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -433825.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -433865.250000 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -433865.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -433910.593750 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -433910.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -433948.187500 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -433948.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -433972.125000 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -433972.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -433992.687500 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -433992.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -434011.781250 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -434011.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -434037.250000 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -434037.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -434057.812500 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -434057.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -434078.062500 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -434078.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -434100.312500 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -434100.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -434117.000000 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -434117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -434133.781250 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -434133.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -434147.500000 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -434147.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -434166.437500 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -434166.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -434186.312500 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -434186.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -434201.718750 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -434201.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -434214.125000 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -434214.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -434227.718750 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -434227.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -434241.625000 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -434241.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -434255.468750 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -434255.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -434267.000000 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -434267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -434282.531250 Penalty: 2757.853271
	Iteration 36Q: 3 clusters Score -434282.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -434299.093750 Penalty: 2757.853271
	Iteration 37Q: 3 clusters Score -434299.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -434310.468750 Penalty: 2757.853271
	Iteration 38Q: 3 clusters Score -434310.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -434321.406250 Penalty: 2757.853271
	Iteration 39Q: 3 clusters Score -434321.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -434340.281250 Penalty: 2757.853271
	Iteration 40F: 3 clusters Score -434340.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -434357.093750 Penalty: 2757.853271
	Iteration 41Q: 3 clusters Score -434357.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -434367.781250 Penalty: 2757.853271
	Iteration 42Q: 3 clusters Score -434367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -434375.093750 Penalty: 2757.853271
	Iteration 43Q: 3 clusters Score -434375.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -434382.031250 Penalty: 2757.853271
	Iteration 44Q: 3 clusters Score -434382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -434386.437500 Penalty: 2757.853271
	Iteration 45Q: 3 clusters Score -434386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -434392.500000 Penalty: 2757.853271
	Iteration 46Q: 3 clusters Score -434392.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -434397.187500 Penalty: 2757.853271
	Iteration 47Q: 3 clusters Score -434397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -434399.562500 Penalty: 2757.853271
	Iteration 48Q: 3 clusters Score -434399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -434402.281250 Penalty: 2757.853271
	Iteration 49Q: 3 clusters Score -434402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -434405.625000 Penalty: 2757.853271
	Iteration 50Q: 3 clusters Score -434405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -434413.687500 Penalty: 2757.853271
	Iteration 51Q: 3 clusters Score -434413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -434419.812500 Penalty: 2757.853271
	Iteration 52Q: 3 clusters Score -434419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -434421.250000 Penalty: 2757.853271
	Iteration 53Q: 3 clusters Score -434421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -434424.406250 Penalty: 2757.853271
	Iteration 54Q: 3 clusters Score -434424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -434426.062500 Penalty: 2757.853271
	Iteration 55Q: 3 clusters Score -434426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -434426.531250 Penalty: 2757.853271
	Iteration 56Q: 3 clusters Score -434426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -434426.531250 Penalty: 2757.853271
	Iteration 57F: 3 clusters Score -434426.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -166658.562500 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -166658.6 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 949 members 
Entering Unmasked Estep 
Score: -164659.640625 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -164659.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -165145.843750 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -165145.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165284.843750 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -165284.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165365.953125 Penalty: 2448.450439
	Iteration 3F: 3 clusters Score -165366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165410.921875 Penalty: 2448.450439
	Iteration 4Q: 3 clusters Score -165410.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165450.187500 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -165450.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -165494.890625 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -165494.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -165523.937500 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -165523.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -165548.093750 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -165548.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -165572.546875 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -165572.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -165596.046875 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -165596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -165630.562500 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -165630.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -165666.953125 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -165667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -165709.078125 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -165709.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -165765.781250 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -165765.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -165813.875000 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -165813.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -165844.906250 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -165844.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -165873.765625 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -165873.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -165902.625000 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -165902.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -165927.265625 Penalty: 2448.450439
	Iteration 19Q: 3 clusters Score -165927.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -165938.218750 Penalty: 2448.450439
	Iteration 20F: 3 clusters Score -165938.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -165947.156250 Penalty: 2448.450439
	Iteration 21Q: 3 clusters Score -165947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -165950.609375 Penalty: 2448.450439
	Iteration 22Q: 3 clusters Score -165950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -165953.625000 Penalty: 2448.450439
	Iteration 23Q: 3 clusters Score -165953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -165955.187500 Penalty: 2448.450439
	Iteration 24Q: 3 clusters Score -165955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -165955.187500 Penalty: 2448.450439
	Iteration 25F: 3 clusters Score -165955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Entering Unmasked Estep 
Score: -3451166.500000 Penalty: 1700.555908
	Iteration 0F: 2 clusters Score -3451166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3428539.000000 Penalty: 3401.111816
	Iteration 0F: 3 clusters Score -3428539 nChanged 16381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3437471.500000 Penalty: 3401.111816
	Iteration 1F: 3 clusters Score -3437472 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3437781.250000 Penalty: 3401.111816
	Iteration 2Q: 3 clusters Score -3437781 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3438008.000000 Penalty: 3401.111816
	Iteration 3Q: 3 clusters Score -3438008 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3438198.500000 Penalty: 3401.111816
	Iteration 4Q: 3 clusters Score -3438198 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3438392.750000 Penalty: 3401.111816
	Iteration 5Q: 3 clusters Score -3438393 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3438566.500000 Penalty: 3401.111816
	Iteration 6Q: 3 clusters Score -3438566 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3438752.750000 Penalty: 3401.111816
	Iteration 7Q: 3 clusters Score -3438753 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3438999.750000 Penalty: 3401.111816
	Iteration 8Q: 3 clusters Score -3439000 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3439412.250000 Penalty: 3401.111816
	Iteration 9Q: 3 clusters Score -3439412 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3440088.250000 Penalty: 3401.111816
	Iteration 10Q: 3 clusters Score -3440088 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3441250.250000 Penalty: 3401.111816
	Iteration 11F: 3 clusters Score -3441250 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3442928.000000 Penalty: 3401.111816
	Iteration 12F: 3 clusters Score -3442928 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3445019.750000 Penalty: 3401.111816
	Iteration 13F: 3 clusters Score -3445020 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3447054.750000 Penalty: 3401.111816
	Iteration 14F: 3 clusters Score -3447055 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3448650.250000 Penalty: 3401.111816
	Iteration 15Q: 3 clusters Score -3448650 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -3449540.750000 Penalty: 3401.111816
	Iteration 16Q: 3 clusters Score -3449541 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -3449730.750000 Penalty: 3401.111816
	Iteration 17Q: 3 clusters Score -3449731 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -3449846.750000 Penalty: 3401.111816
	Iteration 18Q: 3 clusters Score -3449847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -3449912.000000 Penalty: 3401.111816
	Iteration 19Q: 3 clusters Score -3449912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -3449943.250000 Penalty: 3401.111816
	Iteration 20F: 3 clusters Score -3449943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -3449951.750000 Penalty: 3401.111816
	Iteration 21Q: 3 clusters Score -3449952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -3449962.750000 Penalty: 3401.111816
	Iteration 22Q: 3 clusters Score -3449963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -3449974.000000 Penalty: 3401.111816
	Iteration 23Q: 3 clusters Score -3449974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -3449980.750000 Penalty: 3401.111816
	Iteration 24Q: 3 clusters Score -3449981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3449987.000000 Penalty: 3401.111816
	Iteration 25Q: 3 clusters Score -3449987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3449985.500000 Penalty: 3401.111816
	Iteration 26Q: 3 clusters Score -3449986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -3449984.750000 Penalty: 3401.111816
	Iteration 27Q: 3 clusters Score -3449985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3449989.500000 Penalty: 3401.111816
	Iteration 28Q: 3 clusters Score -3449990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -3449988.750000 Penalty: 3401.111816
	Iteration 29Q: 3 clusters Score -3449989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -3449991.000000 Penalty: 3401.111816
	Iteration 30Q: 3 clusters Score -3449991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -3449988.750000 Penalty: 3401.111816
	Iteration 31Q: 3 clusters Score -3449989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -3449995.750000 Penalty: 3401.111816
	Iteration 32Q: 3 clusters Score -3449996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -3449993.750000 Penalty: 3401.111816
	Iteration 33Q: 3 clusters Score -3449994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -3449995.500000 Penalty: 3401.111816
	Iteration 34Q: 3 clusters Score -3449996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -3450005.500000 Penalty: 3401.111816
	Iteration 35Q: 3 clusters Score -3450006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -3450002.500000 Penalty: 3401.111816
	Iteration 36Q: 3 clusters Score -3450002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -3450002.500000 Penalty: 3401.111816
	Iteration 37Q: 3 clusters Score -3450002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3450001.000000 Penalty: 3401.111816
	Iteration 38Q: 3 clusters Score -3450001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3450003.500000 Penalty: 3401.111816
	Iteration 39Q: 3 clusters Score -3450004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -3450002.250000 Penalty: 3401.111816
	Iteration 40F: 3 clusters Score -3450002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -3450007.250000 Penalty: 3401.111816
	Iteration 41Q: 3 clusters Score -3450007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3450012.500000 Penalty: 3401.111816
	Iteration 42Q: 3 clusters Score -3450012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -3450010.750000 Penalty: 3401.111816
	Iteration 43Q: 3 clusters Score -3450011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -3450015.250000 Penalty: 3401.111816
	Iteration 44Q: 3 clusters Score -3450015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -3450018.250000 Penalty: 3401.111816
	Iteration 45Q: 3 clusters Score -3450018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -3450020.250000 Penalty: 3401.111816
	Iteration 46Q: 3 clusters Score -3450020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -3450022.000000 Penalty: 3401.111816
	Iteration 47Q: 3 clusters Score -3450022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -3450021.250000 Penalty: 3401.111816
	Iteration 48Q: 3 clusters Score -3450021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -3450021.250000 Penalty: 3401.111816
	Iteration 49F: 3 clusters Score -3450021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Entering Unmasked Estep 
Score: -542240.625000 Penalty: 1406.415771
	Iteration 0F: 2 clusters Score -542240.6 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 2832 members 
Entering Unmasked Estep 
Score: -537788.000000 Penalty: 2812.831543
	Iteration 0F: 3 clusters Score -537788 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -539070.062500 Penalty: 2812.831543
	Iteration 1F: 3 clusters Score -539070.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -539281.812500 Penalty: 2812.831543
	Iteration 2F: 3 clusters Score -539281.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -539416.875000 Penalty: 2812.831543
	Iteration 3F: 3 clusters Score -539416.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -539528.000000 Penalty: 2812.831543
	Iteration 4Q: 3 clusters Score -539528 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -539633.500000 Penalty: 2812.831543
	Iteration 5Q: 3 clusters Score -539633.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -539739.125000 Penalty: 2812.831543
	Iteration 6Q: 3 clusters Score -539739.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -539864.062500 Penalty: 2812.831543
	Iteration 7Q: 3 clusters Score -539864.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -540007.125000 Penalty: 2812.831543
	Iteration 8Q: 3 clusters Score -540007.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -540157.875000 Penalty: 2812.831543
	Iteration 9Q: 3 clusters Score -540157.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -540300.625000 Penalty: 2812.831543
	Iteration 10Q: 3 clusters Score -540300.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -540448.750000 Penalty: 2812.831543
	Iteration 11Q: 3 clusters Score -540448.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -540558.000000 Penalty: 2812.831543
	Iteration 12Q: 3 clusters Score -540558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -540661.000000 Penalty: 2812.831543
	Iteration 13Q: 3 clusters Score -540661 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -540750.750000 Penalty: 2812.831543
	Iteration 14Q: 3 clusters Score -540750.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -540808.562500 Penalty: 2812.831543
	Iteration 15Q: 3 clusters Score -540808.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -540855.312500 Penalty: 2812.831543
	Iteration 16Q: 3 clusters Score -540855.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -540885.750000 Penalty: 2812.831543
	Iteration 17Q: 3 clusters Score -540885.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -540918.000000 Penalty: 2812.831543
	Iteration 18Q: 3 clusters Score -540918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -540942.437500 Penalty: 2812.831543
	Iteration 19Q: 3 clusters Score -540942.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -540961.437500 Penalty: 2812.831543
	Iteration 20F: 3 clusters Score -540961.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -540978.000000 Penalty: 2812.831543
	Iteration 21Q: 3 clusters Score -540978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -540983.062500 Penalty: 2812.831543
	Iteration 22Q: 3 clusters Score -540983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -540983.812500 Penalty: 2812.831543
	Iteration 23Q: 3 clusters Score -540983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -540984.625000 Penalty: 2812.831543
	Iteration 24Q: 3 clusters Score -540984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -540984.625000 Penalty: 2812.831543
	Iteration 25F: 3 clusters Score -540984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -228345.109375 Penalty: 1271.147339
	Iteration 0F: 2 clusters Score -228345.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -225938.484375 Penalty: 2542.294678
	Iteration 0F: 3 clusters Score -225938.5 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -226556.687500 Penalty: 2542.294678
	Iteration 1F: 3 clusters Score -226556.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -226723.437500 Penalty: 2542.294678
	Iteration 2F: 3 clusters Score -226723.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -226813.109375 Penalty: 2542.294678
	Iteration 3F: 3 clusters Score -226813.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -226865.171875 Penalty: 2542.294678
	Iteration 4Q: 3 clusters Score -226865.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -226900.171875 Penalty: 2542.294678
	Iteration 5Q: 3 clusters Score -226900.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -226936.484375 Penalty: 2542.294678
	Iteration 6Q: 3 clusters Score -226936.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -226969.953125 Penalty: 2542.294678
	Iteration 7Q: 3 clusters Score -226970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -227001.593750 Penalty: 2542.294678
	Iteration 8Q: 3 clusters Score -227001.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -227037.125000 Penalty: 2542.294678
	Iteration 9Q: 3 clusters Score -227037.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -227076.734375 Penalty: 2542.294678
	Iteration 10Q: 3 clusters Score -227076.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -227116.390625 Penalty: 2542.294678
	Iteration 11Q: 3 clusters Score -227116.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -227158.406250 Penalty: 2542.294678
	Iteration 12Q: 3 clusters Score -227158.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227199.375000 Penalty: 2542.294678
	Iteration 13Q: 3 clusters Score -227199.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -227242.125000 Penalty: 2542.294678
	Iteration 14Q: 3 clusters Score -227242.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -227293.203125 Penalty: 2542.294678
	Iteration 15Q: 3 clusters Score -227293.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -227322.359375 Penalty: 2542.294678
	Iteration 16Q: 3 clusters Score -227322.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -227343.437500 Penalty: 2542.294678
	Iteration 17Q: 3 clusters Score -227343.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -227366.093750 Penalty: 2542.294678
	Iteration 18Q: 3 clusters Score -227366.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -227388.250000 Penalty: 2542.294678
	Iteration 19Q: 3 clusters Score -227388.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -227404.546875 Penalty: 2542.294678
	Iteration 20F: 3 clusters Score -227404.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -227414.421875 Penalty: 2542.294678
	Iteration 21Q: 3 clusters Score -227414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227429.718750 Penalty: 2542.294678
	Iteration 22Q: 3 clusters Score -227429.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -227444.484375 Penalty: 2542.294678
	Iteration 23Q: 3 clusters Score -227444.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -227457.125000 Penalty: 2542.294678
	Iteration 24Q: 3 clusters Score -227457.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227469.500000 Penalty: 2542.294678
	Iteration 25Q: 3 clusters Score -227469.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -227476.750000 Penalty: 2542.294678
	Iteration 26Q: 3 clusters Score -227476.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -227487.562500 Penalty: 2542.294678
	Iteration 27Q: 3 clusters Score -227487.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -227501.734375 Penalty: 2542.294678
	Iteration 28Q: 3 clusters Score -227501.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -227506.890625 Penalty: 2542.294678
	Iteration 29Q: 3 clusters Score -227506.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -227515.328125 Penalty: 2542.294678
	Iteration 30Q: 3 clusters Score -227515.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -227521.921875 Penalty: 2542.294678
	Iteration 31Q: 3 clusters Score -227521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227530.312500 Penalty: 2542.294678
	Iteration 32Q: 3 clusters Score -227530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -227536.359375 Penalty: 2542.294678
	Iteration 33Q: 3 clusters Score -227536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -227542.609375 Penalty: 2542.294678
	Iteration 34Q: 3 clusters Score -227542.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227545.109375 Penalty: 2542.294678
	Iteration 35Q: 3 clusters Score -227545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227548.000000 Penalty: 2542.294678
	Iteration 36Q: 3 clusters Score -227548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -227552.890625 Penalty: 2542.294678
	Iteration 37Q: 3 clusters Score -227552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227553.796875 Penalty: 2542.294678
	Iteration 38Q: 3 clusters Score -227553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227554.796875 Penalty: 2542.294678
	Iteration 39Q: 3 clusters Score -227554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227557.125000 Penalty: 2542.294678
	Iteration 40F: 3 clusters Score -227557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227560.109375 Penalty: 2542.294678
	Iteration 41Q: 3 clusters Score -227560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -227562.359375 Penalty: 2542.294678
	Iteration 42Q: 3 clusters Score -227562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -227563.812500 Penalty: 2542.294678
	Iteration 43Q: 3 clusters Score -227563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -227566.500000 Penalty: 2542.294678
	Iteration 44Q: 3 clusters Score -227566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -227567.125000 Penalty: 2542.294678
	Iteration 45Q: 3 clusters Score -227567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -227567.812500 Penalty: 2542.294678
	Iteration 46Q: 3 clusters Score -227567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -227568.312500 Penalty: 2542.294678
	Iteration 47Q: 3 clusters Score -227568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -227568.687500 Penalty: 2542.294678
	Iteration 48Q: 3 clusters Score -227568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -227569.296875 Penalty: 2542.294678
	Iteration 49Q: 3 clusters Score -227569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -227569.468750 Penalty: 2542.294678
	Iteration 50Q: 3 clusters Score -227569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -227569.468750 Penalty: 2542.294678
	Iteration 51F: 3 clusters Score -227569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -551184.500000 Penalty: 1414.265869
	Iteration 0F: 2 clusters Score -551184.5 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 3028 members 
Entering Unmasked Estep 
Score: -546559.187500 Penalty: 2828.531738
	Iteration 0F: 3 clusters Score -546559.2 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -547957.000000 Penalty: 2828.531738
	Iteration 1F: 3 clusters Score -547957 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -548160.250000 Penalty: 2828.531738
	Iteration 2F: 3 clusters Score -548160.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -548338.750000 Penalty: 2828.531738
	Iteration 3F: 3 clusters Score -548338.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -548525.812500 Penalty: 2828.531738
	Iteration 4Q: 3 clusters Score -548525.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -548744.562500 Penalty: 2828.531738
	Iteration 5Q: 3 clusters Score -548744.6 nChanged 323
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: -549030.937500 Penalty: 2828.531738
	Iteration 6F: 3 clusters Score -549030.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -549351.625000 Penalty: 2828.531738
	Iteration 7F: 3 clusters Score -549351.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -549676.187500 Penalty: 2828.531738
	Iteration 8F: 3 clusters Score -549676.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -549916.750000 Penalty: 2828.531738
	Iteration 9Q: 3 clusters Score -549916.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -550088.437500 Penalty: 2828.531738
	Iteration 10Q: 3 clusters Score -550088.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -550173.250000 Penalty: 2828.531738
	Iteration 11Q: 3 clusters Score -550173.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -550227.062500 Penalty: 2828.531738
	Iteration 12Q: 3 clusters Score -550227.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -550265.000000 Penalty: 2828.531738
	Iteration 13Q: 3 clusters Score -550265 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -550298.875000 Penalty: 2828.531738
	Iteration 14Q: 3 clusters Score -550298.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -550324.500000 Penalty: 2828.531738
	Iteration 15Q: 3 clusters Score -550324.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -550342.750000 Penalty: 2828.531738
	Iteration 16Q: 3 clusters Score -550342.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -550361.125000 Penalty: 2828.531738
	Iteration 17Q: 3 clusters Score -550361.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -550376.687500 Penalty: 2828.531738
	Iteration 18Q: 3 clusters Score -550376.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -550394.437500 Penalty: 2828.531738
	Iteration 19Q: 3 clusters Score -550394.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -550404.062500 Penalty: 2828.531738
	Iteration 20F: 3 clusters Score -550404.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -550416.312500 Penalty: 2828.531738
	Iteration 21Q: 3 clusters Score -550416.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -550425.625000 Penalty: 2828.531738
	Iteration 22Q: 3 clusters Score -550425.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -550433.937500 Penalty: 2828.531738
	Iteration 23Q: 3 clusters Score -550433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -550437.625000 Penalty: 2828.531738
	Iteration 24Q: 3 clusters Score -550437.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -550440.312500 Penalty: 2828.531738
	Iteration 25Q: 3 clusters Score -550440.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -550443.437500 Penalty: 2828.531738
	Iteration 26Q: 3 clusters Score -550443.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -550443.125000 Penalty: 2828.531738
	Iteration 27Q: 3 clusters Score -550443.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -550446.687500 Penalty: 2828.531738
	Iteration 28Q: 3 clusters Score -550446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -550447.812500 Penalty: 2828.531738
	Iteration 29Q: 3 clusters Score -550447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -550448.812500 Penalty: 2828.531738
	Iteration 30Q: 3 clusters Score -550448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -550448.562500 Penalty: 2828.531738
	Iteration 31Q: 3 clusters Score -550448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -550450.375000 Penalty: 2828.531738
	Iteration 32Q: 3 clusters Score -550450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -550451.187500 Penalty: 2828.531738
	Iteration 33Q: 3 clusters Score -550451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -550451.250000 Penalty: 2828.531738
	Iteration 34Q: 3 clusters Score -550451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -550452.500000 Penalty: 2828.531738
	Iteration 35Q: 3 clusters Score -550452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -550453.937500 Penalty: 2828.531738
	Iteration 36Q: 3 clusters Score -550453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -550456.125000 Penalty: 2828.531738
	Iteration 37Q: 3 clusters Score -550456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -550458.187500 Penalty: 2828.531738
	Iteration 38Q: 3 clusters Score -550458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -550458.437500 Penalty: 2828.531738
	Iteration 39Q: 3 clusters Score -550458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -550458.375000 Penalty: 2828.531738
	Iteration 40F: 3 clusters Score -550458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -550458.312500 Penalty: 2828.531738
	Iteration 41Q: 3 clusters Score -550458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -550459.812500 Penalty: 2828.531738
	Iteration 42Q: 3 clusters Score -550459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -550459.625000 Penalty: 2828.531738
	Iteration 43Q: 3 clusters Score -550459.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -550459.625000 Penalty: 2828.531738
	Iteration 44F: 3 clusters Score -550459.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -637305.750000 Penalty: 1433.818848
	Iteration 0F: 2 clusters Score -637305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -632173.562500 Penalty: 2867.637695
	Iteration 0F: 3 clusters Score -632173.6 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -633694.750000 Penalty: 2867.637695
	Iteration 1F: 3 clusters Score -633694.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -634019.000000 Penalty: 2867.637695
	Iteration 2F: 3 clusters Score -634019 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -634281.687500 Penalty: 2867.637695
	Iteration 3F: 3 clusters Score -634281.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -634518.812500 Penalty: 2867.637695
	Iteration 4F: 3 clusters Score -634518.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -634744.312500 Penalty: 2867.637695
	Iteration 5Q: 3 clusters Score -634744.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -634955.437500 Penalty: 2867.637695
	Iteration 6Q: 3 clusters Score -634955.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -635150.437500 Penalty: 2867.637695
	Iteration 7Q: 3 clusters Score -635150.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -635323.687500 Penalty: 2867.637695
	Iteration 8Q: 3 clusters Score -635323.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -635476.375000 Penalty: 2867.637695
	Iteration 9Q: 3 clusters Score -635476.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -635579.750000 Penalty: 2867.637695
	Iteration 10Q: 3 clusters Score -635579.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -635652.562500 Penalty: 2867.637695
	Iteration 11Q: 3 clusters Score -635652.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -635714.812500 Penalty: 2867.637695
	Iteration 12Q: 3 clusters Score -635714.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -635761.437500 Penalty: 2867.637695
	Iteration 13Q: 3 clusters Score -635761.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -635788.000000 Penalty: 2867.637695
	Iteration 14Q: 3 clusters Score -635788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -635804.625000 Penalty: 2867.637695
	Iteration 15Q: 3 clusters Score -635804.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -635818.812500 Penalty: 2867.637695
	Iteration 16Q: 3 clusters Score -635818.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -635826.312500 Penalty: 2867.637695
	Iteration 17Q: 3 clusters Score -635826.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -635838.812500 Penalty: 2867.637695
	Iteration 18Q: 3 clusters Score -635838.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -635849.625000 Penalty: 2867.637695
	Iteration 19Q: 3 clusters Score -635849.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -635857.625000 Penalty: 2867.637695
	Iteration 20F: 3 clusters Score -635857.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -635866.375000 Penalty: 2867.637695
	Iteration 21Q: 3 clusters Score -635866.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -635872.375000 Penalty: 2867.637695
	Iteration 22Q: 3 clusters Score -635872.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -635875.312500 Penalty: 2867.637695
	Iteration 23Q: 3 clusters Score -635875.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -635878.937500 Penalty: 2867.637695
	Iteration 24Q: 3 clusters Score -635878.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -635883.375000 Penalty: 2867.637695
	Iteration 25Q: 3 clusters Score -635883.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -635886.000000 Penalty: 2867.637695
	Iteration 26Q: 3 clusters Score -635886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -635889.312500 Penalty: 2867.637695
	Iteration 27Q: 3 clusters Score -635889.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -635892.562500 Penalty: 2867.637695
	Iteration 28Q: 3 clusters Score -635892.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -635894.125000 Penalty: 2867.637695
	Iteration 29Q: 3 clusters Score -635894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -635894.125000 Penalty: 2867.637695
	Iteration 30Q: 3 clusters Score -635894.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -635898.750000 Penalty: 2867.637695
	Iteration 31Q: 3 clusters Score -635898.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -635900.750000 Penalty: 2867.637695
	Iteration 32Q: 3 clusters Score -635900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -635904.562500 Penalty: 2867.637695
	Iteration 33Q: 3 clusters Score -635904.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -635907.812500 Penalty: 2867.637695
	Iteration 34Q: 3 clusters Score -635907.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -635909.250000 Penalty: 2867.637695
	Iteration 35Q: 3 clusters Score -635909.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -635910.312500 Penalty: 2867.637695
	Iteration 36Q: 3 clusters Score -635910.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -635913.750000 Penalty: 2867.637695
	Iteration 37Q: 3 clusters Score -635913.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -635919.125000 Penalty: 2867.637695
	Iteration 38Q: 3 clusters Score -635919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -635919.750000 Penalty: 2867.637695
	Iteration 39Q: 3 clusters Score -635919.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -635921.812500 Penalty: 2867.637695
	Iteration 40F: 3 clusters Score -635921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -635921.937500 Penalty: 2867.637695
	Iteration 41Q: 3 clusters Score -635921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -635924.250000 Penalty: 2867.637695
	Iteration 42Q: 3 clusters Score -635924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -635925.437500 Penalty: 2867.637695
	Iteration 43Q: 3 clusters Score -635925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -635928.312500 Penalty: 2867.637695
	Iteration 44Q: 3 clusters Score -635928.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -635928.500000 Penalty: 2867.637695
	Iteration 45Q: 3 clusters Score -635928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -635930.500000 Penalty: 2867.637695
	Iteration 46Q: 3 clusters Score -635930.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -635931.312500 Penalty: 2867.637695
	Iteration 47Q: 3 clusters Score -635931.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -635934.562500 Penalty: 2867.637695
	Iteration 48Q: 3 clusters Score -635934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -635936.812500 Penalty: 2867.637695
	Iteration 49Q: 3 clusters Score -635936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -635937.250000 Penalty: 2867.637695
	Iteration 50Q: 3 clusters Score -635937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -635940.250000 Penalty: 2867.637695
	Iteration 51Q: 3 clusters Score -635940.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -635940.250000 Penalty: 2867.637695
	Iteration 52Q: 3 clusters Score -635940.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -635941.500000 Penalty: 2867.637695
	Iteration 53Q: 3 clusters Score -635941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -635944.000000 Penalty: 2867.637695
	Iteration 54Q: 3 clusters Score -635944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -635943.625000 Penalty: 2867.637695
	Iteration 55Q: 3 clusters Score -635943.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -635947.625000 Penalty: 2867.637695
	Iteration 56Q: 3 clusters Score -635947.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -635949.375000 Penalty: 2867.637695
	Iteration 57Q: 3 clusters Score -635949.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -635950.750000 Penalty: 2867.637695
	Iteration 58Q: 3 clusters Score -635950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -635951.062500 Penalty: 2867.637695
	Iteration 59Q: 3 clusters Score -635951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -635951.625000 Penalty: 2867.637695
	Iteration 60F: 3 clusters Score -635951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -635955.937500 Penalty: 2867.637695
	Iteration 61Q: 3 clusters Score -635955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -635955.875000 Penalty: 2867.637695
	Iteration 62Q: 3 clusters Score -635955.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -635957.312500 Penalty: 2867.637695
	Iteration 63Q: 3 clusters Score -635957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -635958.562500 Penalty: 2867.637695
	Iteration 64Q: 3 clusters Score -635958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -635960.437500 Penalty: 2867.637695
	Iteration 65Q: 3 clusters Score -635960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -635961.625000 Penalty: 2867.637695
	Iteration 66Q: 3 clusters Score -635961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -635962.187500 Penalty: 2867.637695
	Iteration 67Q: 3 clusters Score -635962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -635965.687500 Penalty: 2867.637695
	Iteration 68Q: 3 clusters Score -635965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -635966.062500 Penalty: 2867.637695
	Iteration 69Q: 3 clusters Score -635966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -635967.312500 Penalty: 2867.637695
	Iteration 70Q: 3 clusters Score -635967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -635967.000000 Penalty: 2867.637695
	Iteration 71Q: 3 clusters Score -635967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -635965.937500 Penalty: 2867.637695
	Iteration 72Q: 3 clusters Score -635965.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -635967.625000 Penalty: 2867.637695
	Iteration 73Q: 3 clusters Score -635967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -635967.625000 Penalty: 2867.637695
	Iteration 74Q: 3 clusters Score -635967.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -635969.375000 Penalty: 2867.637695
	Iteration 75Q: 3 clusters Score -635969.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -635972.312500 Penalty: 2867.637695
	Iteration 76Q: 3 clusters Score -635972.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -635975.500000 Penalty: 2867.637695
	Iteration 77Q: 3 clusters Score -635975.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -635978.312500 Penalty: 2867.637695
	Iteration 78Q: 3 clusters Score -635978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -635980.437500 Penalty: 2867.637695
	Iteration 79Q: 3 clusters Score -635980.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -635982.437500 Penalty: 2867.637695
	Iteration 80F: 3 clusters Score -635982.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -635987.562500 Penalty: 2867.637695
	Iteration 81Q: 3 clusters Score -635987.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -635991.437500 Penalty: 2867.637695
	Iteration 82Q: 3 clusters Score -635991.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -635996.437500 Penalty: 2867.637695
	Iteration 83Q: 3 clusters Score -635996.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -635999.187500 Penalty: 2867.637695
	Iteration 84Q: 3 clusters Score -635999.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -636003.187500 Penalty: 2867.637695
	Iteration 85Q: 3 clusters Score -636003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -636005.312500 Penalty: 2867.637695
	Iteration 86Q: 3 clusters Score -636005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -636005.187500 Penalty: 2867.637695
	Iteration 87Q: 3 clusters Score -636005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -636008.187500 Penalty: 2867.637695
	Iteration 88Q: 3 clusters Score -636008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -636009.562500 Penalty: 2867.637695
	Iteration 89Q: 3 clusters Score -636009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -636013.437500 Penalty: 2867.637695
	Iteration 90Q: 3 clusters Score -636013.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -636017.687500 Penalty: 2867.637695
	Iteration 91Q: 3 clusters Score -636017.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -636022.062500 Penalty: 2867.637695
	Iteration 92Q: 3 clusters Score -636022.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -636027.750000 Penalty: 2867.637695
	Iteration 93Q: 3 clusters Score -636027.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -636033.812500 Penalty: 2867.637695
	Iteration 94Q: 3 clusters Score -636033.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -636041.562500 Penalty: 2867.637695
	Iteration 95Q: 3 clusters Score -636041.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -636049.250000 Penalty: 2867.637695
	Iteration 96Q: 3 clusters Score -636049.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -636056.562500 Penalty: 2867.637695
	Iteration 97Q: 3 clusters Score -636056.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -636060.687500 Penalty: 2867.637695
	Iteration 98Q: 3 clusters Score -636060.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -636066.937500 Penalty: 2867.637695
	Iteration 99Q: 3 clusters Score -636066.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -636075.187500 Penalty: 2867.637695
	Iteration 100F: 3 clusters Score -636075.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -636083.750000 Penalty: 2867.637695
	Iteration 101Q: 3 clusters Score -636083.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -636092.000000 Penalty: 2867.637695
	Iteration 102Q: 3 clusters Score -636092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -636100.375000 Penalty: 2867.637695
	Iteration 103Q: 3 clusters Score -636100.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -636109.437500 Penalty: 2867.637695
	Iteration 104Q: 3 clusters Score -636109.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -636116.687500 Penalty: 2867.637695
	Iteration 105Q: 3 clusters Score -636116.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -636131.187500 Penalty: 2867.637695
	Iteration 106Q: 3 clusters Score -636131.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -636138.375000 Penalty: 2867.637695
	Iteration 107Q: 3 clusters Score -636138.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -636147.437500 Penalty: 2867.637695
	Iteration 108Q: 3 clusters Score -636147.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -636153.562500 Penalty: 2867.637695
	Iteration 109Q: 3 clusters Score -636153.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -636164.625000 Penalty: 2867.637695
	Iteration 110Q: 3 clusters Score -636164.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -636174.937500 Penalty: 2867.637695
	Iteration 111Q: 3 clusters Score -636174.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -636185.687500 Penalty: 2867.637695
	Iteration 112Q: 3 clusters Score -636185.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -636193.437500 Penalty: 2867.637695
	Iteration 113Q: 3 clusters Score -636193.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -636201.062500 Penalty: 2867.637695
	Iteration 114Q: 3 clusters Score -636201.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -636208.375000 Penalty: 2867.637695
	Iteration 115Q: 3 clusters Score -636208.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -636213.937500 Penalty: 2867.637695
	Iteration 116Q: 3 clusters Score -636213.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -636219.750000 Penalty: 2867.637695
	Iteration 117Q: 3 clusters Score -636219.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -636225.750000 Penalty: 2867.637695
	Iteration 118Q: 3 clusters Score -636225.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -636231.562500 Penalty: 2867.637695
	Iteration 119Q: 3 clusters Score -636231.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -636234.312500 Penalty: 2867.637695
	Iteration 120F: 3 clusters Score -636234.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -636236.375000 Penalty: 2867.637695
	Iteration 121Q: 3 clusters Score -636236.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -636237.750000 Penalty: 2867.637695
	Iteration 122Q: 3 clusters Score -636237.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -636243.062500 Penalty: 2867.637695
	Iteration 123Q: 3 clusters Score -636243.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -636246.187500 Penalty: 2867.637695
	Iteration 124Q: 3 clusters Score -636246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -636250.062500 Penalty: 2867.637695
	Iteration 125Q: 3 clusters Score -636250.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -636256.375000 Penalty: 2867.637695
	Iteration 126Q: 3 clusters Score -636256.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -636261.062500 Penalty: 2867.637695
	Iteration 127Q: 3 clusters Score -636261.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -636268.375000 Penalty: 2867.637695
	Iteration 128Q: 3 clusters Score -636268.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -636272.750000 Penalty: 2867.637695
	Iteration 129Q: 3 clusters Score -636272.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -636277.875000 Penalty: 2867.637695
	Iteration 130Q: 3 clusters Score -636277.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -636286.687500 Penalty: 2867.637695
	Iteration 131Q: 3 clusters Score -636286.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -636294.125000 Penalty: 2867.637695
	Iteration 132Q: 3 clusters Score -636294.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -636302.875000 Penalty: 2867.637695
	Iteration 133Q: 3 clusters Score -636302.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -636312.062500 Penalty: 2867.637695
	Iteration 134Q: 3 clusters Score -636312.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -636316.437500 Penalty: 2867.637695
	Iteration 135Q: 3 clusters Score -636316.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -636323.125000 Penalty: 2867.637695
	Iteration 136Q: 3 clusters Score -636323.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -636329.125000 Penalty: 2867.637695
	Iteration 137Q: 3 clusters Score -636329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -636338.312500 Penalty: 2867.637695
	Iteration 138Q: 3 clusters Score -636338.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -636345.875000 Penalty: 2867.637695
	Iteration 139Q: 3 clusters Score -636345.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -636357.437500 Penalty: 2867.637695
	Iteration 140F: 3 clusters Score -636357.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -636366.750000 Penalty: 2867.637695
	Iteration 141Q: 3 clusters Score -636366.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -636375.000000 Penalty: 2867.637695
	Iteration 142Q: 3 clusters Score -636375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -636389.562500 Penalty: 2867.637695
	Iteration 143Q: 3 clusters Score -636389.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -636396.687500 Penalty: 2867.637695
	Iteration 144Q: 3 clusters Score -636396.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -636407.937500 Penalty: 2867.637695
	Iteration 145Q: 3 clusters Score -636407.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -636417.875000 Penalty: 2867.637695
	Iteration 146Q: 3 clusters Score -636417.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -636425.625000 Penalty: 2867.637695
	Iteration 147Q: 3 clusters Score -636425.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -636433.875000 Penalty: 2867.637695
	Iteration 148Q: 3 clusters Score -636433.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -636440.812500 Penalty: 2867.637695
	Iteration 149Q: 3 clusters Score -636440.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -636449.562500 Penalty: 2867.637695
	Iteration 150Q: 3 clusters Score -636449.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -636463.875000 Penalty: 2867.637695
	Iteration 151Q: 3 clusters Score -636463.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -636473.937500 Penalty: 2867.637695
	Iteration 152Q: 3 clusters Score -636473.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -636486.500000 Penalty: 2867.637695
	Iteration 153Q: 3 clusters Score -636486.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -636495.250000 Penalty: 2867.637695
	Iteration 154Q: 3 clusters Score -636495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -636503.062500 Penalty: 2867.637695
	Iteration 155Q: 3 clusters Score -636503.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -636508.250000 Penalty: 2867.637695
	Iteration 156Q: 3 clusters Score -636508.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -636516.625000 Penalty: 2867.637695
	Iteration 157Q: 3 clusters Score -636516.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -636526.250000 Penalty: 2867.637695
	Iteration 158Q: 3 clusters Score -636526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -636528.062500 Penalty: 2867.637695
	Iteration 159Q: 3 clusters Score -636528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -636529.125000 Penalty: 2867.637695
	Iteration 160F: 3 clusters Score -636529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -636528.312500 Penalty: 2867.637695
	Iteration 161Q: 3 clusters Score -636528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -636530.812500 Penalty: 2867.637695
	Iteration 162Q: 3 clusters Score -636530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -636531.375000 Penalty: 2867.637695
	Iteration 163Q: 3 clusters Score -636531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -636534.125000 Penalty: 2867.637695
	Iteration 164Q: 3 clusters Score -636534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -636534.625000 Penalty: 2867.637695
	Iteration 165Q: 3 clusters Score -636534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -636535.000000 Penalty: 2867.637695
	Iteration 166Q: 3 clusters Score -636535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -636536.125000 Penalty: 2867.637695
	Iteration 167Q: 3 clusters Score -636536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -636537.562500 Penalty: 2867.637695
	Iteration 168Q: 3 clusters Score -636537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -636539.125000 Penalty: 2867.637695
	Iteration 169Q: 3 clusters Score -636539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -636539.687500 Penalty: 2867.637695
	Iteration 170Q: 3 clusters Score -636539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -636541.187500 Penalty: 2867.637695
	Iteration 171Q: 3 clusters Score -636541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -636541.187500 Penalty: 2867.637695
	Iteration 172F: 3 clusters Score -636541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Entering Unmasked Estep 
Score: -2323758.000000 Penalty: 1637.201294
	Iteration 0F: 2 clusters Score -2323758 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 11874 members 
Entering Unmasked Estep 
Score: -2308251.750000 Penalty: 3274.402588
	Iteration 0F: 3 clusters Score -2308252 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2314026.250000 Penalty: 3274.402588
	Iteration 1F: 3 clusters Score -2314026 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2314333.750000 Penalty: 3274.402588
	Iteration 2Q: 3 clusters Score -2314334 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2314646.500000 Penalty: 3274.402588
	Iteration 3Q: 3 clusters Score -2314646 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2314994.750000 Penalty: 3274.402588
	Iteration 4Q: 3 clusters Score -2314995 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2315457.250000 Penalty: 3274.402588
	Iteration 5Q: 3 clusters Score -2315457 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2316135.750000 Penalty: 3274.402588
	Iteration 6F: 3 clusters Score -2316136 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2317116.500000 Penalty: 3274.402588
	Iteration 7F: 3 clusters Score -2317116 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2318375.500000 Penalty: 3274.402588
	Iteration 8F: 3 clusters Score -2318376 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2319840.750000 Penalty: 3274.402588
	Iteration 9F: 3 clusters Score -2319841 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2320939.500000 Penalty: 3274.402588
	Iteration 10F: 3 clusters Score -2320940 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2321670.500000 Penalty: 3274.402588
	Iteration 11Q: 3 clusters Score -2321670 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2322085.750000 Penalty: 3274.402588
	Iteration 12Q: 3 clusters Score -2322086 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2322350.750000 Penalty: 3274.402588
	Iteration 13Q: 3 clusters Score -2322351 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2322480.500000 Penalty: 3274.402588
	Iteration 14Q: 3 clusters Score -2322480 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2322564.500000 Penalty: 3274.402588
	Iteration 15Q: 3 clusters Score -2322564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2322616.250000 Penalty: 3274.402588
	Iteration 16Q: 3 clusters Score -2322616 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2322646.750000 Penalty: 3274.402588
	Iteration 17Q: 3 clusters Score -2322647 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2322645.500000 Penalty: 3274.402588
	Iteration 18Q: 3 clusters Score -2322646 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2322658.000000 Penalty: 3274.402588
	Iteration 19Q: 3 clusters Score -2322658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2322644.750000 Penalty: 3274.402588
	Iteration 20F: 3 clusters Score -2322645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2322639.000000 Penalty: 3274.402588
	Iteration 21Q: 3 clusters Score -2322639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2322625.250000 Penalty: 3274.402588
	Iteration 22Q: 3 clusters Score -2322625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2322633.250000 Penalty: 3274.402588
	Iteration 23Q: 3 clusters Score -2322633 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2322637.500000 Penalty: 3274.402588
	Iteration 24Q: 3 clusters Score -2322638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2322629.000000 Penalty: 3274.402588
	Iteration 25Q: 3 clusters Score -2322629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2322618.500000 Penalty: 3274.402588
	Iteration 26Q: 3 clusters Score -2322618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2322614.500000 Penalty: 3274.402588
	Iteration 27Q: 3 clusters Score -2322614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2322613.250000 Penalty: 3274.402588
	Iteration 28Q: 3 clusters Score -2322613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2322610.750000 Penalty: 3274.402588
	Iteration 29Q: 3 clusters Score -2322611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2322614.750000 Penalty: 3274.402588
	Iteration 30Q: 3 clusters Score -2322615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2322618.500000 Penalty: 3274.402588
	Iteration 31Q: 3 clusters Score -2322618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2322619.500000 Penalty: 3274.402588
	Iteration 32Q: 3 clusters Score -2322620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2322617.750000 Penalty: 3274.402588
	Iteration 33Q: 3 clusters Score -2322618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2322617.250000 Penalty: 3274.402588
	Iteration 34Q: 3 clusters Score -2322617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2322619.750000 Penalty: 3274.402588
	Iteration 35Q: 3 clusters Score -2322620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2322619.000000 Penalty: 3274.402588
	Iteration 36Q: 3 clusters Score -2322619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2322613.000000 Penalty: 3274.402588
	Iteration 37Q: 3 clusters Score -2322613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2322609.500000 Penalty: 3274.402588
	Iteration 38Q: 3 clusters Score -2322610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2322608.250000 Penalty: 3274.402588
	Iteration 39Q: 3 clusters Score -2322608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2322612.500000 Penalty: 3274.402588
	Iteration 40F: 3 clusters Score -2322612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2322612.000000 Penalty: 3274.402588
	Iteration 41Q: 3 clusters Score -2322612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2322611.500000 Penalty: 3274.402588
	Iteration 42Q: 3 clusters Score -2322612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2322614.500000 Penalty: 3274.402588
	Iteration 43Q: 3 clusters Score -2322614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2322610.500000 Penalty: 3274.402588
	Iteration 44Q: 3 clusters Score -2322610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2322611.000000 Penalty: 3274.402588
	Iteration 45Q: 3 clusters Score -2322611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2322615.250000 Penalty: 3274.402588
	Iteration 46Q: 3 clusters Score -2322615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2322616.250000 Penalty: 3274.402588
	Iteration 47Q: 3 clusters Score -2322616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2322616.250000 Penalty: 3274.402588
	Iteration 48Q: 3 clusters Score -2322616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2322617.500000 Penalty: 3274.402588
	Iteration 49Q: 3 clusters Score -2322618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2322615.250000 Penalty: 3274.402588
	Iteration 50Q: 3 clusters Score -2322615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2322615.000000 Penalty: 3274.402588
	Iteration 51Q: 3 clusters Score -2322615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2322615.000000 Penalty: 3274.402588
	Iteration 52F: 3 clusters Score -2322615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -295672.718750 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -295672.7 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 1660 members 
Entering Unmasked Estep 
Score: -292825.187500 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -292825.2 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -293679.968750 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -293680 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -293908.625000 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -293908.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -294128.000000 Penalty: 2636.766113
	Iteration 3F: 3 clusters Score -294128 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -294347.625000 Penalty: 2636.766113
	Iteration 4F: 3 clusters Score -294347.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -294591.406250 Penalty: 2636.766113
	Iteration 5F: 3 clusters Score -294591.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294798.625000 Penalty: 2636.766113
	Iteration 6F: 3 clusters Score -294798.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -294990.718750 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -294990.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -295109.500000 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -295109.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -295168.281250 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -295168.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295206.125000 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -295206.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -295222.875000 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -295222.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -295228.812500 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -295228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -295230.562500 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -295230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -295232.906250 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -295232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -295233.437500 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -295233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295233.093750 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -295233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295233.093750 Penalty: 2636.766113
	Iteration 17F: 3 clusters Score -295233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Entering Unmasked Estep 
Score: -1711786.500000 Penalty: 1596.331421
	Iteration 0F: 2 clusters Score -1711786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1699124.500000 Penalty: 3192.662842
	Iteration 0F: 3 clusters Score -1699124 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1703621.625000 Penalty: 3192.662842
	Iteration 1F: 3 clusters Score -1703622 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1703948.625000 Penalty: 3192.662842
	Iteration 2F: 3 clusters Score -1703949 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1704212.625000 Penalty: 3192.662842
	Iteration 3Q: 3 clusters Score -1704213 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1704469.500000 Penalty: 3192.662842
	Iteration 4Q: 3 clusters Score -1704470 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1704730.250000 Penalty: 3192.662842
	Iteration 5Q: 3 clusters Score -1704730 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1705051.000000 Penalty: 3192.662842
	Iteration 6Q: 3 clusters Score -1705051 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1705469.875000 Penalty: 3192.662842
	Iteration 7Q: 3 clusters Score -1705470 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1706071.000000 Penalty: 3192.662842
	Iteration 8F: 3 clusters Score -1706071 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1706868.875000 Penalty: 3192.662842
	Iteration 9F: 3 clusters Score -1706869 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1707798.625000 Penalty: 3192.662842
	Iteration 10F: 3 clusters Score -1707799 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1708657.875000 Penalty: 3192.662842
	Iteration 11F: 3 clusters Score -1708658 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1709360.500000 Penalty: 3192.662842
	Iteration 12Q: 3 clusters Score -1709360 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1709892.250000 Penalty: 3192.662842
	Iteration 13Q: 3 clusters Score -1709892 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1710206.375000 Penalty: 3192.662842
	Iteration 14Q: 3 clusters Score -1710206 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1710346.625000 Penalty: 3192.662842
	Iteration 15Q: 3 clusters Score -1710347 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1710420.750000 Penalty: 3192.662842
	Iteration 16Q: 3 clusters Score -1710421 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1710475.000000 Penalty: 3192.662842
	Iteration 17Q: 3 clusters Score -1710475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1710520.625000 Penalty: 3192.662842
	Iteration 18Q: 3 clusters Score -1710521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1710559.250000 Penalty: 3192.662842
	Iteration 19Q: 3 clusters Score -1710559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1710571.125000 Penalty: 3192.662842
	Iteration 20F: 3 clusters Score -1710571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1710586.250000 Penalty: 3192.662842
	Iteration 21Q: 3 clusters Score -1710586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1710601.750000 Penalty: 3192.662842
	Iteration 22Q: 3 clusters Score -1710602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1710612.875000 Penalty: 3192.662842
	Iteration 23Q: 3 clusters Score -1710613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1710623.250000 Penalty: 3192.662842
	Iteration 24Q: 3 clusters Score -1710623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1710625.375000 Penalty: 3192.662842
	Iteration 25Q: 3 clusters Score -1710625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1710627.125000 Penalty: 3192.662842
	Iteration 26Q: 3 clusters Score -1710627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1710625.875000 Penalty: 3192.662842
	Iteration 27Q: 3 clusters Score -1710626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1710628.750000 Penalty: 3192.662842
	Iteration 28Q: 3 clusters Score -1710629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1710625.625000 Penalty: 3192.662842
	Iteration 29Q: 3 clusters Score -1710626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1710627.500000 Penalty: 3192.662842
	Iteration 30Q: 3 clusters Score -1710628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1710626.625000 Penalty: 3192.662842
	Iteration 31Q: 3 clusters Score -1710627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1710629.375000 Penalty: 3192.662842
	Iteration 32Q: 3 clusters Score -1710629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1710631.000000 Penalty: 3192.662842
	Iteration 33Q: 3 clusters Score -1710631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1710631.375000 Penalty: 3192.662842
	Iteration 34Q: 3 clusters Score -1710631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1710630.375000 Penalty: 3192.662842
	Iteration 35Q: 3 clusters Score -1710630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1710632.500000 Penalty: 3192.662842
	Iteration 36Q: 3 clusters Score -1710632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1710635.125000 Penalty: 3192.662842
	Iteration 37Q: 3 clusters Score -1710635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1710634.625000 Penalty: 3192.662842
	Iteration 38Q: 3 clusters Score -1710635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1710636.875000 Penalty: 3192.662842
	Iteration 39Q: 3 clusters Score -1710637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1710637.875000 Penalty: 3192.662842
	Iteration 40F: 3 clusters Score -1710638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1710637.500000 Penalty: 3192.662842
	Iteration 41Q: 3 clusters Score -1710638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1710637.500000 Penalty: 3192.662842
	Iteration 42F: 3 clusters Score -1710638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Entering Unmasked Estep 
Score: -381779.781250 Penalty: 1349.600952
	Iteration 0F: 2 clusters Score -381779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -378391.593750 Penalty: 2699.201904
	Iteration 0F: 3 clusters Score -378391.6 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -379290.750000 Penalty: 2699.201904
	Iteration 1F: 3 clusters Score -379290.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -379445.312500 Penalty: 2699.201904
	Iteration 2F: 3 clusters Score -379445.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -379558.750000 Penalty: 2699.201904
	Iteration 3F: 3 clusters Score -379558.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -379649.812500 Penalty: 2699.201904
	Iteration 4Q: 3 clusters Score -379649.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -379740.031250 Penalty: 2699.201904
	Iteration 5Q: 3 clusters Score -379740 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -379819.625000 Penalty: 2699.201904
	Iteration 6Q: 3 clusters Score -379819.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -379886.281250 Penalty: 2699.201904
	Iteration 7Q: 3 clusters Score -379886.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -379955.906250 Penalty: 2699.201904
	Iteration 8Q: 3 clusters Score -379955.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -380046.437500 Penalty: 2699.201904
	Iteration 9Q: 3 clusters Score -380046.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -380157.687500 Penalty: 2699.201904
	Iteration 10Q: 3 clusters Score -380157.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -380290.687500 Penalty: 2699.201904
	Iteration 11Q: 3 clusters Score -380290.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -380475.656250 Penalty: 2699.201904
	Iteration 12Q: 3 clusters Score -380475.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -380663.937500 Penalty: 2699.201904
	Iteration 13Q: 3 clusters Score -380663.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -380867.750000 Penalty: 2699.201904
	Iteration 14Q: 3 clusters Score -380867.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -381005.437500 Penalty: 2699.201904
	Iteration 15Q: 3 clusters Score -381005.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -381080.000000 Penalty: 2699.201904
	Iteration 16Q: 3 clusters Score -381080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -381115.625000 Penalty: 2699.201904
	Iteration 17Q: 3 clusters Score -381115.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -381144.500000 Penalty: 2699.201904
	Iteration 18Q: 3 clusters Score -381144.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -381164.875000 Penalty: 2699.201904
	Iteration 19Q: 3 clusters Score -381164.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -381177.687500 Penalty: 2699.201904
	Iteration 20F: 3 clusters Score -381177.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -381185.531250 Penalty: 2699.201904
	Iteration 21Q: 3 clusters Score -381185.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -381192.906250 Penalty: 2699.201904
	Iteration 22Q: 3 clusters Score -381192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -381196.312500 Penalty: 2699.201904
	Iteration 23Q: 3 clusters Score -381196.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -381197.750000 Penalty: 2699.201904
	Iteration 24Q: 3 clusters Score -381197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -381199.093750 Penalty: 2699.201904
	Iteration 25Q: 3 clusters Score -381199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -381199.093750 Penalty: 2699.201904
	Iteration 26F: 3 clusters Score -381199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Entering Unmasked Estep 
Score: -4644347.000000 Penalty: 1756.574219
	Iteration 0F: 2 clusters Score -4644347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4617565.500000 Penalty: 3513.148438
	Iteration 0F: 3 clusters Score -4617566 nChanged 23260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4630564.500000 Penalty: 3513.148438
	Iteration 1F: 3 clusters Score -4630564 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -4630940.000000 Penalty: 3513.148438
	Iteration 2Q: 3 clusters Score -4630940 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4631330.000000 Penalty: 3513.148438
	Iteration 3Q: 3 clusters Score -4631330 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4631740.500000 Penalty: 3513.148438
	Iteration 4Q: 3 clusters Score -4631740 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -4632162.000000 Penalty: 3513.148438
	Iteration 5Q: 3 clusters Score -4632162 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4632543.000000 Penalty: 3513.148438
	Iteration 6Q: 3 clusters Score -4632543 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -4633118.000000 Penalty: 3513.148438
	Iteration 7Q: 3 clusters Score -4633118 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4633979.000000 Penalty: 3513.148438
	Iteration 8Q: 3 clusters Score -4633979 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4635383.000000 Penalty: 3513.148438
	Iteration 9F: 3 clusters Score -4635383 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4637359.500000 Penalty: 3513.148438
	Iteration 10F: 3 clusters Score -4637360 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -4639316.000000 Penalty: 3513.148438
	Iteration 11F: 3 clusters Score -4639316 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -4640744.500000 Penalty: 3513.148438
	Iteration 12F: 3 clusters Score -4640744 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -4641586.000000 Penalty: 3513.148438
	Iteration 13F: 3 clusters Score -4641586 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -4642289.000000 Penalty: 3513.148438
	Iteration 14Q: 3 clusters Score -4642289 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -4642549.000000 Penalty: 3513.148438
	Iteration 15Q: 3 clusters Score -4642549 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -4642711.000000 Penalty: 3513.148438
	Iteration 16Q: 3 clusters Score -4642711 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -4642798.500000 Penalty: 3513.148438
	Iteration 17Q: 3 clusters Score -4642798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -4642828.000000 Penalty: 3513.148438
	Iteration 18Q: 3 clusters Score -4642828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -4642860.000000 Penalty: 3513.148438
	Iteration 19Q: 3 clusters Score -4642860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -4642879.500000 Penalty: 3513.148438
	Iteration 20F: 3 clusters Score -4642880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -4642904.500000 Penalty: 3513.148438
	Iteration 21Q: 3 clusters Score -4642904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -4642923.000000 Penalty: 3513.148438
	Iteration 22Q: 3 clusters Score -4642923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -4642922.500000 Penalty: 3513.148438
	Iteration 23Q: 3 clusters Score -4642922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -4642925.500000 Penalty: 3513.148438
	Iteration 24Q: 3 clusters Score -4642926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -4642923.500000 Penalty: 3513.148438
	Iteration 25Q: 3 clusters Score -4642924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -4642923.500000 Penalty: 3513.148438
	Iteration 26F: 3 clusters Score -4642924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -140266.171875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -140266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -138473.828125 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -138473.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -138829.625000 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -138829.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -138921.500000 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -138921.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -138978.281250 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -138978.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -139015.703125 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139015.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -139037.984375 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -139057.437500 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139057.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -139069.078125 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139069.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139079.468750 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139079.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139086.828125 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139086.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -139093.453125 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139093.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -139102.421875 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -139108.187500 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -139114.796875 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139114.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -139123.359375 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -139123.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -139134.937500 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -139134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139140.531250 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -139140.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -139148.250000 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -139148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -139162.171875 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -139162.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -139174.218750 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -139174.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139188.062500 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -139188.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -139202.343750 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -139202.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -139215.906250 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -139215.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139228.875000 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -139228.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -139239.750000 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -139239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -139250.375000 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -139250.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -139269.171875 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -139269.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -139289.000000 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -139289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -139304.906250 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -139304.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -139314.515625 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -139314.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -139322.296875 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -139322.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -139328.453125 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -139328.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -139336.703125 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -139336.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -139341.625000 Penalty: 2388.081787
	Iteration 33Q: 3 clusters Score -139341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -139345.812500 Penalty: 2388.081787
	Iteration 34Q: 3 clusters Score -139345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -139349.437500 Penalty: 2388.081787
	Iteration 35Q: 3 clusters Score -139349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -139351.578125 Penalty: 2388.081787
	Iteration 36Q: 3 clusters Score -139351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -139352.750000 Penalty: 2388.081787
	Iteration 37Q: 3 clusters Score -139352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -139353.359375 Penalty: 2388.081787
	Iteration 38Q: 3 clusters Score -139353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -139353.953125 Penalty: 2388.081787
	Iteration 39Q: 3 clusters Score -139354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -139353.953125 Penalty: 2388.081787
	Iteration 40F: 3 clusters Score -139354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Entering Unmasked Estep 
Score: -1720900.000000 Penalty: 1594.169678
	Iteration 0F: 2 clusters Score -1720900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1708316.500000 Penalty: 3188.339355
	Iteration 0F: 3 clusters Score -1708316 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1712871.125000 Penalty: 3188.339355
	Iteration 1F: 3 clusters Score -1712871 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1713271.625000 Penalty: 3188.339355
	Iteration 2F: 3 clusters Score -1713272 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1713719.375000 Penalty: 3188.339355
	Iteration 3F: 3 clusters Score -1713719 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1714299.625000 Penalty: 3188.339355
	Iteration 4F: 3 clusters Score -1714300 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1715120.000000 Penalty: 3188.339355
	Iteration 5F: 3 clusters Score -1715120 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1716195.250000 Penalty: 3188.339355
	Iteration 6F: 3 clusters Score -1716195 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1717380.750000 Penalty: 3188.339355
	Iteration 7F: 3 clusters Score -1717381 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1718346.250000 Penalty: 3188.339355
	Iteration 8F: 3 clusters Score -1718346 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1718925.125000 Penalty: 3188.339355
	Iteration 9Q: 3 clusters Score -1718925 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1719186.750000 Penalty: 3188.339355
	Iteration 10Q: 3 clusters Score -1719187 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1719297.625000 Penalty: 3188.339355
	Iteration 11Q: 3 clusters Score -1719298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1719373.500000 Penalty: 3188.339355
	Iteration 12Q: 3 clusters Score -1719374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1719422.000000 Penalty: 3188.339355
	Iteration 13Q: 3 clusters Score -1719422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1719458.875000 Penalty: 3188.339355
	Iteration 14Q: 3 clusters Score -1719459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1719483.500000 Penalty: 3188.339355
	Iteration 15Q: 3 clusters Score -1719484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1719500.875000 Penalty: 3188.339355
	Iteration 16Q: 3 clusters Score -1719501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1719512.250000 Penalty: 3188.339355
	Iteration 17Q: 3 clusters Score -1719512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1719519.875000 Penalty: 3188.339355
	Iteration 18Q: 3 clusters Score -1719520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1719526.375000 Penalty: 3188.339355
	Iteration 19Q: 3 clusters Score -1719526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1719530.000000 Penalty: 3188.339355
	Iteration 20F: 3 clusters Score -1719530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1719533.625000 Penalty: 3188.339355
	Iteration 21Q: 3 clusters Score -1719534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1719536.125000 Penalty: 3188.339355
	Iteration 22Q: 3 clusters Score -1719536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1719540.375000 Penalty: 3188.339355
	Iteration 23Q: 3 clusters Score -1719540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1719546.500000 Penalty: 3188.339355
	Iteration 24Q: 3 clusters Score -1719546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1719548.375000 Penalty: 3188.339355
	Iteration 25Q: 3 clusters Score -1719548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1719547.250000 Penalty: 3188.339355
	Iteration 26Q: 3 clusters Score -1719547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1719548.250000 Penalty: 3188.339355
	Iteration 27Q: 3 clusters Score -1719548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1719548.250000 Penalty: 3188.339355
	Iteration 28F: 3 clusters Score -1719548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42025.562500 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -42025.56 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42213.117188 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42213.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42281.945312 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -42281.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42316.816406 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42316.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42350.410156 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42350.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42379.148438 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42379.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42387.250000 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42387.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42393.476562 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42393.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42402.039062 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -42402.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42403.664062 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -42403.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42409.109375 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -42409.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42415.687500 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -42415.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42417.742188 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -42417.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42428.175781 Penalty: 2013.181763
	Iteration 13Q: 3 clusters Score -42428.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42437.988281 Penalty: 2013.181763
	Iteration 14Q: 3 clusters Score -42437.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42438.960938 Penalty: 2013.181763
	Iteration 15Q: 3 clusters Score -42438.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42438.960938 Penalty: 2013.181763
	Iteration 16F: 3 clusters Score -42438.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Entering Unmasked Estep 
Score: -1921985.000000 Penalty: 1625.482788
	Iteration 0F: 2 clusters Score -1921985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1907009.625000 Penalty: 3250.965576
	Iteration 0F: 3 clusters Score -1907010 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1912685.125000 Penalty: 3250.965576
	Iteration 1F: 3 clusters Score -1912685 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1913031.750000 Penalty: 3250.965576
	Iteration 2Q: 3 clusters Score -1913032 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1913305.750000 Penalty: 3250.965576
	Iteration 3Q: 3 clusters Score -1913306 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1913574.875000 Penalty: 3250.965576
	Iteration 4Q: 3 clusters Score -1913575 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1913818.125000 Penalty: 3250.965576
	Iteration 5Q: 3 clusters Score -1913818 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1914043.750000 Penalty: 3250.965576
	Iteration 6Q: 3 clusters Score -1914044 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1914320.375000 Penalty: 3250.965576
	Iteration 7Q: 3 clusters Score -1914320 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1914683.375000 Penalty: 3250.965576
	Iteration 8Q: 3 clusters Score -1914683 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1915089.250000 Penalty: 3250.965576
	Iteration 9Q: 3 clusters Score -1915089 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1915594.750000 Penalty: 3250.965576
	Iteration 10Q: 3 clusters Score -1915595 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1916148.125000 Penalty: 3250.965576
	Iteration 11Q: 3 clusters Score -1916148 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1916655.875000 Penalty: 3250.965576
	Iteration 12Q: 3 clusters Score -1916656 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1917051.875000 Penalty: 3250.965576
	Iteration 13Q: 3 clusters Score -1917052 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1917310.750000 Penalty: 3250.965576
	Iteration 14Q: 3 clusters Score -1917311 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1917472.750000 Penalty: 3250.965576
	Iteration 15Q: 3 clusters Score -1917473 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1917580.125000 Penalty: 3250.965576
	Iteration 16Q: 3 clusters Score -1917580 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1917678.125000 Penalty: 3250.965576
	Iteration 17Q: 3 clusters Score -1917678 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1917766.875000 Penalty: 3250.965576
	Iteration 18Q: 3 clusters Score -1917767 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1917867.625000 Penalty: 3250.965576
	Iteration 19Q: 3 clusters Score -1917868 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1917982.625000 Penalty: 3250.965576
	Iteration 20F: 3 clusters Score -1917983 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1918091.375000 Penalty: 3250.965576
	Iteration 21Q: 3 clusters Score -1918091 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1918193.500000 Penalty: 3250.965576
	Iteration 22Q: 3 clusters Score -1918194 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1918302.625000 Penalty: 3250.965576
	Iteration 23Q: 3 clusters Score -1918303 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1918400.625000 Penalty: 3250.965576
	Iteration 24Q: 3 clusters Score -1918401 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1918506.500000 Penalty: 3250.965576
	Iteration 25Q: 3 clusters Score -1918506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1918585.875000 Penalty: 3250.965576
	Iteration 26Q: 3 clusters Score -1918586 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1918671.250000 Penalty: 3250.965576
	Iteration 27Q: 3 clusters Score -1918671 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1918750.000000 Penalty: 3250.965576
	Iteration 28Q: 3 clusters Score -1918750 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1918818.875000 Penalty: 3250.965576
	Iteration 29Q: 3 clusters Score -1918819 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1918859.125000 Penalty: 3250.965576
	Iteration 30Q: 3 clusters Score -1918859 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1918914.625000 Penalty: 3250.965576
	Iteration 31Q: 3 clusters Score -1918915 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1918977.500000 Penalty: 3250.965576
	Iteration 32Q: 3 clusters Score -1918978 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1919035.750000 Penalty: 3250.965576
	Iteration 33Q: 3 clusters Score -1919036 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1919093.625000 Penalty: 3250.965576
	Iteration 34Q: 3 clusters Score -1919094 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1919158.625000 Penalty: 3250.965576
	Iteration 35Q: 3 clusters Score -1919159 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1919216.375000 Penalty: 3250.965576
	Iteration 36Q: 3 clusters Score -1919216 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1919281.875000 Penalty: 3250.965576
	Iteration 37Q: 3 clusters Score -1919282 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1919330.875000 Penalty: 3250.965576
	Iteration 38Q: 3 clusters Score -1919331 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1919377.375000 Penalty: 3250.965576
	Iteration 39Q: 3 clusters Score -1919377 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1919416.500000 Penalty: 3250.965576
	Iteration 40F: 3 clusters Score -1919416 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1919466.625000 Penalty: 3250.965576
	Iteration 41Q: 3 clusters Score -1919467 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1919516.500000 Penalty: 3250.965576
	Iteration 42Q: 3 clusters Score -1919516 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1919570.875000 Penalty: 3250.965576
	Iteration 43Q: 3 clusters Score -1919571 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1919624.375000 Penalty: 3250.965576
	Iteration 44Q: 3 clusters Score -1919624 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1919677.125000 Penalty: 3250.965576
	Iteration 45Q: 3 clusters Score -1919677 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1919738.625000 Penalty: 3250.965576
	Iteration 46Q: 3 clusters Score -1919739 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1919798.625000 Penalty: 3250.965576
	Iteration 47Q: 3 clusters Score -1919799 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1919842.375000 Penalty: 3250.965576
	Iteration 48Q: 3 clusters Score -1919842 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1919883.500000 Penalty: 3250.965576
	Iteration 49Q: 3 clusters Score -1919884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1919916.625000 Penalty: 3250.965576
	Iteration 50Q: 3 clusters Score -1919917 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1919967.500000 Penalty: 3250.965576
	Iteration 51Q: 3 clusters Score -1919968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1920016.000000 Penalty: 3250.965576
	Iteration 52Q: 3 clusters Score -1920016 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1920066.750000 Penalty: 3250.965576
	Iteration 53Q: 3 clusters Score -1920067 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1920115.875000 Penalty: 3250.965576
	Iteration 54Q: 3 clusters Score -1920116 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1920155.500000 Penalty: 3250.965576
	Iteration 55Q: 3 clusters Score -1920156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1920184.625000 Penalty: 3250.965576
	Iteration 56Q: 3 clusters Score -1920185 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1920215.500000 Penalty: 3250.965576
	Iteration 57Q: 3 clusters Score -1920216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1920249.500000 Penalty: 3250.965576
	Iteration 58Q: 3 clusters Score -1920250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1920275.500000 Penalty: 3250.965576
	Iteration 59Q: 3 clusters Score -1920276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1920304.250000 Penalty: 3250.965576
	Iteration 60F: 3 clusters Score -1920304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1920328.625000 Penalty: 3250.965576
	Iteration 61Q: 3 clusters Score -1920329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1920363.000000 Penalty: 3250.965576
	Iteration 62Q: 3 clusters Score -1920363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1920410.125000 Penalty: 3250.965576
	Iteration 63Q: 3 clusters Score -1920410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1920453.375000 Penalty: 3250.965576
	Iteration 64Q: 3 clusters Score -1920453 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1920516.250000 Penalty: 3250.965576
	Iteration 65Q: 3 clusters Score -1920516 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1920580.750000 Penalty: 3250.965576
	Iteration 66Q: 3 clusters Score -1920581 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1920621.500000 Penalty: 3250.965576
	Iteration 67Q: 3 clusters Score -1920622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1920648.750000 Penalty: 3250.965576
	Iteration 68Q: 3 clusters Score -1920649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1920669.750000 Penalty: 3250.965576
	Iteration 69Q: 3 clusters Score -1920670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1920685.000000 Penalty: 3250.965576
	Iteration 70Q: 3 clusters Score -1920685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1920698.750000 Penalty: 3250.965576
	Iteration 71Q: 3 clusters Score -1920699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1920708.250000 Penalty: 3250.965576
	Iteration 72Q: 3 clusters Score -1920708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1920723.750000 Penalty: 3250.965576
	Iteration 73Q: 3 clusters Score -1920724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1920736.250000 Penalty: 3250.965576
	Iteration 74Q: 3 clusters Score -1920736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1920739.500000 Penalty: 3250.965576
	Iteration 75Q: 3 clusters Score -1920740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1920749.375000 Penalty: 3250.965576
	Iteration 76Q: 3 clusters Score -1920749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1920752.875000 Penalty: 3250.965576
	Iteration 77Q: 3 clusters Score -1920753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1920764.125000 Penalty: 3250.965576
	Iteration 78Q: 3 clusters Score -1920764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1920767.750000 Penalty: 3250.965576
	Iteration 79Q: 3 clusters Score -1920768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1920773.625000 Penalty: 3250.965576
	Iteration 80F: 3 clusters Score -1920774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1920775.750000 Penalty: 3250.965576
	Iteration 81Q: 3 clusters Score -1920776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1920782.875000 Penalty: 3250.965576
	Iteration 82Q: 3 clusters Score -1920783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1920794.000000 Penalty: 3250.965576
	Iteration 83Q: 3 clusters Score -1920794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1920798.625000 Penalty: 3250.965576
	Iteration 84Q: 3 clusters Score -1920799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1920805.625000 Penalty: 3250.965576
	Iteration 85Q: 3 clusters Score -1920806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1920811.625000 Penalty: 3250.965576
	Iteration 86Q: 3 clusters Score -1920812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1920818.750000 Penalty: 3250.965576
	Iteration 87Q: 3 clusters Score -1920819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1920823.125000 Penalty: 3250.965576
	Iteration 88Q: 3 clusters Score -1920823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1920829.125000 Penalty: 3250.965576
	Iteration 89Q: 3 clusters Score -1920829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1920831.125000 Penalty: 3250.965576
	Iteration 90Q: 3 clusters Score -1920831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1920834.000000 Penalty: 3250.965576
	Iteration 91Q: 3 clusters Score -1920834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1920837.625000 Penalty: 3250.965576
	Iteration 92Q: 3 clusters Score -1920838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1920838.875000 Penalty: 3250.965576
	Iteration 93Q: 3 clusters Score -1920839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1920843.750000 Penalty: 3250.965576
	Iteration 94Q: 3 clusters Score -1920844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1920844.500000 Penalty: 3250.965576
	Iteration 95Q: 3 clusters Score -1920844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1920850.125000 Penalty: 3250.965576
	Iteration 96Q: 3 clusters Score -1920850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1920851.000000 Penalty: 3250.965576
	Iteration 97Q: 3 clusters Score -1920851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1920853.250000 Penalty: 3250.965576
	Iteration 98Q: 3 clusters Score -1920853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1920856.125000 Penalty: 3250.965576
	Iteration 99Q: 3 clusters Score -1920856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1920857.250000 Penalty: 3250.965576
	Iteration 100F: 3 clusters Score -1920857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1920861.625000 Penalty: 3250.965576
	Iteration 101Q: 3 clusters Score -1920862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1920861.750000 Penalty: 3250.965576
	Iteration 102Q: 3 clusters Score -1920862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1920861.875000 Penalty: 3250.965576
	Iteration 103Q: 3 clusters Score -1920862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1920861.375000 Penalty: 3250.965576
	Iteration 104Q: 3 clusters Score -1920861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1920861.375000 Penalty: 3250.965576
	Iteration 105F: 3 clusters Score -1920861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -87464.617188 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -87464.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86052.671875 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -86052.67 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86369.078125 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -86369.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86470.984375 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -86470.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -86519.867188 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -86519.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86550.984375 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -86550.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86570.421875 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -86570.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86594.617188 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -86594.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86620.414062 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -86620.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -86636.304688 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -86636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86649.132812 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -86649.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -86662.148438 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -86662.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -86682.273438 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -86682.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86696.414062 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -86696.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86717.742188 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -86717.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86759.320312 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -86759.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -86791.000000 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -86791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86817.218750 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -86817.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86830.906250 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -86830.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86854.984375 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -86854.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86895.664062 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -86895.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86920.937500 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -86920.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -86959.484375 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -86959.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -86983.992188 Penalty: 2237.125244
	Iteration 22Q: 3 clusters Score -86983.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -87018.054688 Penalty: 2237.125244
	Iteration 23Q: 3 clusters Score -87018.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87055.062500 Penalty: 2237.125244
	Iteration 24Q: 3 clusters Score -87055.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87110.250000 Penalty: 2237.125244
	Iteration 25Q: 3 clusters Score -87110.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87124.484375 Penalty: 2237.125244
	Iteration 26Q: 3 clusters Score -87124.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -87128.882812 Penalty: 2237.125244
	Iteration 27Q: 3 clusters Score -87128.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -87137.875000 Penalty: 2237.125244
	Iteration 28Q: 3 clusters Score -87137.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -87148.468750 Penalty: 2237.125244
	Iteration 29Q: 3 clusters Score -87148.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87151.992188 Penalty: 2237.125244
	Iteration 30Q: 3 clusters Score -87151.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87153.398438 Penalty: 2237.125244
	Iteration 31Q: 3 clusters Score -87153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87153.398438 Penalty: 2237.125244
	Iteration 32F: 3 clusters Score -87153.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -111514.046875 Penalty: 1166.017090
	Iteration 0F: 2 clusters Score -111514 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 645 members 
Entering Unmasked Estep 
Score: -109883.070312 Penalty: 2332.034180
	Iteration 0F: 3 clusters Score -109883.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110234.375000 Penalty: 2332.034180
	Iteration 1F: 3 clusters Score -110234.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -110309.398438 Penalty: 2332.034180
	Iteration 2F: 3 clusters Score -110309.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -110363.453125 Penalty: 2332.034180
	Iteration 3Q: 3 clusters Score -110363.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -110396.820312 Penalty: 2332.034180
	Iteration 4Q: 3 clusters Score -110396.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -110430.437500 Penalty: 2332.034180
	Iteration 5Q: 3 clusters Score -110430.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -110457.117188 Penalty: 2332.034180
	Iteration 6Q: 3 clusters Score -110457.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -110485.429688 Penalty: 2332.034180
	Iteration 7Q: 3 clusters Score -110485.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -110508.789062 Penalty: 2332.034180
	Iteration 8Q: 3 clusters Score -110508.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -110526.320312 Penalty: 2332.034180
	Iteration 9Q: 3 clusters Score -110526.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -110542.171875 Penalty: 2332.034180
	Iteration 10Q: 3 clusters Score -110542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -110552.312500 Penalty: 2332.034180
	Iteration 11Q: 3 clusters Score -110552.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -110562.562500 Penalty: 2332.034180
	Iteration 12Q: 3 clusters Score -110562.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -110572.679688 Penalty: 2332.034180
	Iteration 13Q: 3 clusters Score -110572.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -110578.171875 Penalty: 2332.034180
	Iteration 14Q: 3 clusters Score -110578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -110579.468750 Penalty: 2332.034180
	Iteration 15Q: 3 clusters Score -110579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -110580.828125 Penalty: 2332.034180
	Iteration 16Q: 3 clusters Score -110580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110585.726562 Penalty: 2332.034180
	Iteration 17Q: 3 clusters Score -110585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -110593.523438 Penalty: 2332.034180
	Iteration 18Q: 3 clusters Score -110593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -110602.515625 Penalty: 2332.034180
	Iteration 19Q: 3 clusters Score -110602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -110608.781250 Penalty: 2332.034180
	Iteration 20F: 3 clusters Score -110608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -110620.476562 Penalty: 2332.034180
	Iteration 21Q: 3 clusters Score -110620.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -110633.125000 Penalty: 2332.034180
	Iteration 22Q: 3 clusters Score -110633.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -110640.406250 Penalty: 2332.034180
	Iteration 23Q: 3 clusters Score -110640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -110645.812500 Penalty: 2332.034180
	Iteration 24Q: 3 clusters Score -110645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -110649.664062 Penalty: 2332.034180
	Iteration 25Q: 3 clusters Score -110649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -110652.609375 Penalty: 2332.034180
	Iteration 26Q: 3 clusters Score -110652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -110663.023438 Penalty: 2332.034180
	Iteration 27Q: 3 clusters Score -110663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -110667.726562 Penalty: 2332.034180
	Iteration 28Q: 3 clusters Score -110667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -110668.406250 Penalty: 2332.034180
	Iteration 29Q: 3 clusters Score -110668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -110668.968750 Penalty: 2332.034180
	Iteration 30Q: 3 clusters Score -110669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -110669.937500 Penalty: 2332.034180
	Iteration 31Q: 3 clusters Score -110669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -110670.421875 Penalty: 2332.034180
	Iteration 32Q: 3 clusters Score -110670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -110670.421875 Penalty: 2332.034180
	Iteration 33F: 3 clusters Score -110670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -378632.406250 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -378632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -375242.906250 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -375242.9 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -376232.625000 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -376232.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -376460.218750 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -376460.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -376629.031250 Penalty: 2700.164551
	Iteration 3F: 3 clusters Score -376629 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376763.875000 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -376763.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -376887.500000 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -376887.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -377010.687500 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -377010.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -377130.187500 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -377130.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -377221.937500 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -377221.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -377280.218750 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -377280.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -377332.718750 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -377332.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -377375.656250 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -377375.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -377412.093750 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -377412.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -377445.531250 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -377445.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -377472.843750 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -377472.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -377501.062500 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -377501.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -377528.156250 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -377528.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -377552.437500 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -377552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -377562.750000 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -377562.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -377571.031250 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -377571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -377581.500000 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -377581.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -377592.000000 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -377592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -377600.531250 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -377600.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -377609.531250 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -377609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -377615.343750 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -377615.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -377617.781250 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -377617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -377620.500000 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -377620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -377620.593750 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -377620.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -377620.593750 Penalty: 2700.164551
	Iteration 28F: 3 clusters Score -377620.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Entering Unmasked Estep 
Score: -1899391.250000 Penalty: 1603.661865
	Iteration 0F: 2 clusters Score -1899391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1886176.375000 Penalty: 3207.323730
	Iteration 0F: 3 clusters Score -1886176 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1890831.500000 Penalty: 3207.323730
	Iteration 1F: 3 clusters Score -1890832 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1891136.125000 Penalty: 3207.323730
	Iteration 2Q: 3 clusters Score -1891136 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1891442.375000 Penalty: 3207.323730
	Iteration 3Q: 3 clusters Score -1891442 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1891768.625000 Penalty: 3207.323730
	Iteration 4Q: 3 clusters Score -1891769 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1892124.375000 Penalty: 3207.323730
	Iteration 5Q: 3 clusters Score -1892124 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1892570.250000 Penalty: 3207.323730
	Iteration 6Q: 3 clusters Score -1892570 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1893119.125000 Penalty: 3207.323730
	Iteration 7F: 3 clusters Score -1893119 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1893799.875000 Penalty: 3207.323730
	Iteration 8F: 3 clusters Score -1893800 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1894548.875000 Penalty: 3207.323730
	Iteration 9F: 3 clusters Score -1894549 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1895234.375000 Penalty: 3207.323730
	Iteration 10Q: 3 clusters Score -1895234 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1895791.875000 Penalty: 3207.323730
	Iteration 11Q: 3 clusters Score -1895792 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1896201.375000 Penalty: 3207.323730
	Iteration 12Q: 3 clusters Score -1896201 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1896502.000000 Penalty: 3207.323730
	Iteration 13Q: 3 clusters Score -1896502 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1896703.125000 Penalty: 3207.323730
	Iteration 14Q: 3 clusters Score -1896703 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1896875.875000 Penalty: 3207.323730
	Iteration 15Q: 3 clusters Score -1896876 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1897041.375000 Penalty: 3207.323730
	Iteration 16Q: 3 clusters Score -1897041 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1897179.625000 Penalty: 3207.323730
	Iteration 17Q: 3 clusters Score -1897180 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1897322.125000 Penalty: 3207.323730
	Iteration 18Q: 3 clusters Score -1897322 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1897425.000000 Penalty: 3207.323730
	Iteration 19Q: 3 clusters Score -1897425 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1897526.375000 Penalty: 3207.323730
	Iteration 20F: 3 clusters Score -1897526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1897605.125000 Penalty: 3207.323730
	Iteration 21Q: 3 clusters Score -1897605 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1897661.250000 Penalty: 3207.323730
	Iteration 22Q: 3 clusters Score -1897661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1897719.500000 Penalty: 3207.323730
	Iteration 23Q: 3 clusters Score -1897720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1897775.375000 Penalty: 3207.323730
	Iteration 24Q: 3 clusters Score -1897775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1897814.000000 Penalty: 3207.323730
	Iteration 25Q: 3 clusters Score -1897814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1897861.000000 Penalty: 3207.323730
	Iteration 26Q: 3 clusters Score -1897861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1897897.375000 Penalty: 3207.323730
	Iteration 27Q: 3 clusters Score -1897897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1897937.500000 Penalty: 3207.323730
	Iteration 28Q: 3 clusters Score -1897938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1897968.625000 Penalty: 3207.323730
	Iteration 29Q: 3 clusters Score -1897969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1898007.125000 Penalty: 3207.323730
	Iteration 30Q: 3 clusters Score -1898007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1898037.500000 Penalty: 3207.323730
	Iteration 31Q: 3 clusters Score -1898038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1898050.500000 Penalty: 3207.323730
	Iteration 32Q: 3 clusters Score -1898050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1898057.500000 Penalty: 3207.323730
	Iteration 33Q: 3 clusters Score -1898058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1898058.500000 Penalty: 3207.323730
	Iteration 34Q: 3 clusters Score -1898058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1898063.750000 Penalty: 3207.323730
	Iteration 35Q: 3 clusters Score -1898064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1898069.000000 Penalty: 3207.323730
	Iteration 36Q: 3 clusters Score -1898069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1898069.625000 Penalty: 3207.323730
	Iteration 37Q: 3 clusters Score -1898070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1898071.000000 Penalty: 3207.323730
	Iteration 38Q: 3 clusters Score -1898071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1898071.000000 Penalty: 3207.323730
	Iteration 39F: 3 clusters Score -1898071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -695000.750000 Penalty: 1449.062988
	Iteration 0F: 2 clusters Score -695000.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -689417.937500 Penalty: 2898.125977
	Iteration 0F: 3 clusters Score -689417.9 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -691290.437500 Penalty: 2898.125977
	Iteration 1F: 3 clusters Score -691290.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -691561.625000 Penalty: 2898.125977
	Iteration 2F: 3 clusters Score -691561.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -691771.437500 Penalty: 2898.125977
	Iteration 3F: 3 clusters Score -691771.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -691945.187500 Penalty: 2898.125977
	Iteration 4Q: 3 clusters Score -691945.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -692127.062500 Penalty: 2898.125977
	Iteration 5Q: 3 clusters Score -692127.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -692317.625000 Penalty: 2898.125977
	Iteration 6Q: 3 clusters Score -692317.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -692478.250000 Penalty: 2898.125977
	Iteration 7Q: 3 clusters Score -692478.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -692643.750000 Penalty: 2898.125977
	Iteration 8Q: 3 clusters Score -692643.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -692794.812500 Penalty: 2898.125977
	Iteration 9Q: 3 clusters Score -692794.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -692931.375000 Penalty: 2898.125977
	Iteration 10Q: 3 clusters Score -692931.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -693061.937500 Penalty: 2898.125977
	Iteration 11Q: 3 clusters Score -693061.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -693164.187500 Penalty: 2898.125977
	Iteration 12Q: 3 clusters Score -693164.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -693243.562500 Penalty: 2898.125977
	Iteration 13Q: 3 clusters Score -693243.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -693313.750000 Penalty: 2898.125977
	Iteration 14Q: 3 clusters Score -693313.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -693362.687500 Penalty: 2898.125977
	Iteration 15Q: 3 clusters Score -693362.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -693392.750000 Penalty: 2898.125977
	Iteration 16Q: 3 clusters Score -693392.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -693425.125000 Penalty: 2898.125977
	Iteration 17Q: 3 clusters Score -693425.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -693445.187500 Penalty: 2898.125977
	Iteration 18Q: 3 clusters Score -693445.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -693461.687500 Penalty: 2898.125977
	Iteration 19Q: 3 clusters Score -693461.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -693481.687500 Penalty: 2898.125977
	Iteration 20F: 3 clusters Score -693481.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -693507.187500 Penalty: 2898.125977
	Iteration 21Q: 3 clusters Score -693507.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -693527.000000 Penalty: 2898.125977
	Iteration 22Q: 3 clusters Score -693527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -693543.187500 Penalty: 2898.125977
	Iteration 23Q: 3 clusters Score -693543.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -693561.125000 Penalty: 2898.125977
	Iteration 24Q: 3 clusters Score -693561.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -693582.187500 Penalty: 2898.125977
	Iteration 25Q: 3 clusters Score -693582.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -693607.187500 Penalty: 2898.125977
	Iteration 26Q: 3 clusters Score -693607.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -693634.062500 Penalty: 2898.125977
	Iteration 27Q: 3 clusters Score -693634.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -693661.125000 Penalty: 2898.125977
	Iteration 28Q: 3 clusters Score -693661.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -693685.375000 Penalty: 2898.125977
	Iteration 29Q: 3 clusters Score -693685.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -693705.687500 Penalty: 2898.125977
	Iteration 30Q: 3 clusters Score -693705.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -693725.312500 Penalty: 2898.125977
	Iteration 31Q: 3 clusters Score -693725.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -693737.500000 Penalty: 2898.125977
	Iteration 32Q: 3 clusters Score -693737.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -693751.625000 Penalty: 2898.125977
	Iteration 33Q: 3 clusters Score -693751.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -693764.125000 Penalty: 2898.125977
	Iteration 34Q: 3 clusters Score -693764.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -693781.687500 Penalty: 2898.125977
	Iteration 35Q: 3 clusters Score -693781.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -693791.812500 Penalty: 2898.125977
	Iteration 36Q: 3 clusters Score -693791.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -693800.500000 Penalty: 2898.125977
	Iteration 37Q: 3 clusters Score -693800.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -693810.687500 Penalty: 2898.125977
	Iteration 38Q: 3 clusters Score -693810.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -693815.625000 Penalty: 2898.125977
	Iteration 39Q: 3 clusters Score -693815.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -693821.937500 Penalty: 2898.125977
	Iteration 40F: 3 clusters Score -693821.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -693825.500000 Penalty: 2898.125977
	Iteration 41Q: 3 clusters Score -693825.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -693830.625000 Penalty: 2898.125977
	Iteration 42Q: 3 clusters Score -693830.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -693835.875000 Penalty: 2898.125977
	Iteration 43Q: 3 clusters Score -693835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -693839.250000 Penalty: 2898.125977
	Iteration 44Q: 3 clusters Score -693839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -693842.875000 Penalty: 2898.125977
	Iteration 45Q: 3 clusters Score -693842.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -693849.500000 Penalty: 2898.125977
	Iteration 46Q: 3 clusters Score -693849.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -693854.437500 Penalty: 2898.125977
	Iteration 47Q: 3 clusters Score -693854.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -693859.312500 Penalty: 2898.125977
	Iteration 48Q: 3 clusters Score -693859.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -693865.187500 Penalty: 2898.125977
	Iteration 49Q: 3 clusters Score -693865.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -693873.812500 Penalty: 2898.125977
	Iteration 50Q: 3 clusters Score -693873.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -693879.062500 Penalty: 2898.125977
	Iteration 51Q: 3 clusters Score -693879.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -693881.312500 Penalty: 2898.125977
	Iteration 52Q: 3 clusters Score -693881.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -693883.312500 Penalty: 2898.125977
	Iteration 53Q: 3 clusters Score -693883.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -693883.937500 Penalty: 2898.125977
	Iteration 54Q: 3 clusters Score -693883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -693886.437500 Penalty: 2898.125977
	Iteration 55Q: 3 clusters Score -693886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -693885.875000 Penalty: 2898.125977
	Iteration 56Q: 3 clusters Score -693885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -693887.250000 Penalty: 2898.125977
	Iteration 57Q: 3 clusters Score -693887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -693887.375000 Penalty: 2898.125977
	Iteration 58Q: 3 clusters Score -693887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -693889.125000 Penalty: 2898.125977
	Iteration 59Q: 3 clusters Score -693889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -693890.562500 Penalty: 2898.125977
	Iteration 60F: 3 clusters Score -693890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -693890.562500 Penalty: 2898.125977
	Iteration 61Q: 3 clusters Score -693890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -693892.000000 Penalty: 2898.125977
	Iteration 62Q: 3 clusters Score -693892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -693895.375000 Penalty: 2898.125977
	Iteration 63Q: 3 clusters Score -693895.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -693896.875000 Penalty: 2898.125977
	Iteration 64Q: 3 clusters Score -693896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -693896.875000 Penalty: 2898.125977
	Iteration 65Q: 3 clusters Score -693896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -693896.875000 Penalty: 2898.125977
	Iteration 66F: 3 clusters Score -693896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -76650.539062 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -76650.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75272.203125 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -75272.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75516.898438 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -75516.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75598.851562 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -75598.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75653.007812 Penalty: 2210.416992
	Iteration 3Q: 3 clusters Score -75653.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75689.257812 Penalty: 2210.416992
	Iteration 4Q: 3 clusters Score -75689.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75707.406250 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -75707.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75730.632812 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -75730.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75740.695312 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -75740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75748.515625 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -75748.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75754.367188 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -75754.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75757.039062 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -75757.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75759.398438 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -75759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75759.398438 Penalty: 2210.416992
	Iteration 12F: 3 clusters Score -75759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1534409.125000 Penalty: 1572.761108
	Iteration 0F: 2 clusters Score -1534409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1523412.250000 Penalty: 3145.522217
	Iteration 0F: 3 clusters Score -1523412 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1527354.875000 Penalty: 3145.522217
	Iteration 1F: 3 clusters Score -1527355 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1527646.875000 Penalty: 3145.522217
	Iteration 2F: 3 clusters Score -1527647 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1527941.375000 Penalty: 3145.522217
	Iteration 3Q: 3 clusters Score -1527941 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1528239.250000 Penalty: 3145.522217
	Iteration 4Q: 3 clusters Score -1528239 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1528577.125000 Penalty: 3145.522217
	Iteration 5Q: 3 clusters Score -1528577 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1528959.125000 Penalty: 3145.522217
	Iteration 6Q: 3 clusters Score -1528959 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1529405.500000 Penalty: 3145.522217
	Iteration 7Q: 3 clusters Score -1529406 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1529963.125000 Penalty: 3145.522217
	Iteration 8F: 3 clusters Score -1529963 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1530582.125000 Penalty: 3145.522217
	Iteration 9F: 3 clusters Score -1530582 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1531236.000000 Penalty: 3145.522217
	Iteration 10F: 3 clusters Score -1531236 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1531784.500000 Penalty: 3145.522217
	Iteration 11Q: 3 clusters Score -1531784 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1532204.500000 Penalty: 3145.522217
	Iteration 12Q: 3 clusters Score -1532204 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1532463.125000 Penalty: 3145.522217
	Iteration 13Q: 3 clusters Score -1532463 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1532627.375000 Penalty: 3145.522217
	Iteration 14Q: 3 clusters Score -1532627 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1532747.000000 Penalty: 3145.522217
	Iteration 15Q: 3 clusters Score -1532747 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1532843.000000 Penalty: 3145.522217
	Iteration 16Q: 3 clusters Score -1532843 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1532923.000000 Penalty: 3145.522217
	Iteration 17Q: 3 clusters Score -1532923 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1532979.125000 Penalty: 3145.522217
	Iteration 18Q: 3 clusters Score -1532979 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1533041.750000 Penalty: 3145.522217
	Iteration 19Q: 3 clusters Score -1533042 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1533102.375000 Penalty: 3145.522217
	Iteration 20F: 3 clusters Score -1533102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1533135.625000 Penalty: 3145.522217
	Iteration 21Q: 3 clusters Score -1533136 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1533173.750000 Penalty: 3145.522217
	Iteration 22Q: 3 clusters Score -1533174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1533217.625000 Penalty: 3145.522217
	Iteration 23Q: 3 clusters Score -1533218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1533251.875000 Penalty: 3145.522217
	Iteration 24Q: 3 clusters Score -1533252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1533291.125000 Penalty: 3145.522217
	Iteration 25Q: 3 clusters Score -1533291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1533316.750000 Penalty: 3145.522217
	Iteration 26Q: 3 clusters Score -1533317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1533336.500000 Penalty: 3145.522217
	Iteration 27Q: 3 clusters Score -1533336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1533357.125000 Penalty: 3145.522217
	Iteration 28Q: 3 clusters Score -1533357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1533371.375000 Penalty: 3145.522217
	Iteration 29Q: 3 clusters Score -1533371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1533383.125000 Penalty: 3145.522217
	Iteration 30Q: 3 clusters Score -1533383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1533395.625000 Penalty: 3145.522217
	Iteration 31Q: 3 clusters Score -1533396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1533412.000000 Penalty: 3145.522217
	Iteration 32Q: 3 clusters Score -1533412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1533421.875000 Penalty: 3145.522217
	Iteration 33Q: 3 clusters Score -1533422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1533423.500000 Penalty: 3145.522217
	Iteration 34Q: 3 clusters Score -1533424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1533430.125000 Penalty: 3145.522217
	Iteration 35Q: 3 clusters Score -1533430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1533435.000000 Penalty: 3145.522217
	Iteration 36Q: 3 clusters Score -1533435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1533436.000000 Penalty: 3145.522217
	Iteration 37Q: 3 clusters Score -1533436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1533441.625000 Penalty: 3145.522217
	Iteration 38Q: 3 clusters Score -1533442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1533446.000000 Penalty: 3145.522217
	Iteration 39Q: 3 clusters Score -1533446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1533446.500000 Penalty: 3145.522217
	Iteration 40F: 3 clusters Score -1533446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1533456.500000 Penalty: 3145.522217
	Iteration 41Q: 3 clusters Score -1533456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1533455.750000 Penalty: 3145.522217
	Iteration 42Q: 3 clusters Score -1533456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1533457.625000 Penalty: 3145.522217
	Iteration 43Q: 3 clusters Score -1533458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1533460.625000 Penalty: 3145.522217
	Iteration 44Q: 3 clusters Score -1533461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1533466.375000 Penalty: 3145.522217
	Iteration 45Q: 3 clusters Score -1533466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1533473.125000 Penalty: 3145.522217
	Iteration 46Q: 3 clusters Score -1533473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1533473.375000 Penalty: 3145.522217
	Iteration 47Q: 3 clusters Score -1533473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1533470.500000 Penalty: 3145.522217
	Iteration 48Q: 3 clusters Score -1533470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1533470.125000 Penalty: 3145.522217
	Iteration 49Q: 3 clusters Score -1533470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1533470.250000 Penalty: 3145.522217
	Iteration 50Q: 3 clusters Score -1533470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1533471.375000 Penalty: 3145.522217
	Iteration 51Q: 3 clusters Score -1533471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1533468.250000 Penalty: 3145.522217
	Iteration 52Q: 3 clusters Score -1533468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1533465.625000 Penalty: 3145.522217
	Iteration 53Q: 3 clusters Score -1533466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1533468.875000 Penalty: 3145.522217
	Iteration 54Q: 3 clusters Score -1533469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1533470.500000 Penalty: 3145.522217
	Iteration 55Q: 3 clusters Score -1533470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1533470.625000 Penalty: 3145.522217
	Iteration 56Q: 3 clusters Score -1533471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1533470.750000 Penalty: 3145.522217
	Iteration 57Q: 3 clusters Score -1533471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1533471.125000 Penalty: 3145.522217
	Iteration 58Q: 3 clusters Score -1533471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1533473.500000 Penalty: 3145.522217
	Iteration 59Q: 3 clusters Score -1533474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1533473.500000 Penalty: 3145.522217
	Iteration 60F: 3 clusters Score -1533474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (40203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Entering Unmasked Estep 
Score: -3927640.500000 Penalty: 1722.775757
	Iteration 0F: 2 clusters Score -3927640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3905348.500000 Penalty: 3445.551514
	Iteration 0F: 3 clusters Score -3905348 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3915757.750000 Penalty: 3445.551514
	Iteration 1F: 3 clusters Score -3915758 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3916210.250000 Penalty: 3445.551514
	Iteration 2Q: 3 clusters Score -3916210 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3916652.000000 Penalty: 3445.551514
	Iteration 3Q: 3 clusters Score -3916652 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3917191.750000 Penalty: 3445.551514
	Iteration 4Q: 3 clusters Score -3917192 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3917697.250000 Penalty: 3445.551514
	Iteration 5Q: 3 clusters Score -3917697 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3918312.750000 Penalty: 3445.551514
	Iteration 6Q: 3 clusters Score -3918313 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3919108.750000 Penalty: 3445.551514
	Iteration 7Q: 3 clusters Score -3919109 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3920166.750000 Penalty: 3445.551514
	Iteration 8F: 3 clusters Score -3920167 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3921561.250000 Penalty: 3445.551514
	Iteration 9F: 3 clusters Score -3921561 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3923231.000000 Penalty: 3445.551514
	Iteration 10F: 3 clusters Score -3923231 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3925070.250000 Penalty: 3445.551514
	Iteration 11F: 3 clusters Score -3925070 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3926338.500000 Penalty: 3445.551514
	Iteration 12F: 3 clusters Score -3926338 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3926633.500000 Penalty: 3445.551514
	Iteration 13Q: 3 clusters Score -3926634 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3926781.500000 Penalty: 3445.551514
	Iteration 14Q: 3 clusters Score -3926782 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3926818.500000 Penalty: 3445.551514
	Iteration 15Q: 3 clusters Score -3926818 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3926899.500000 Penalty: 3445.551514
	Iteration 16Q: 3 clusters Score -3926900 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3926949.000000 Penalty: 3445.551514
	Iteration 17Q: 3 clusters Score -3926949 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3926991.250000 Penalty: 3445.551514
	Iteration 18Q: 3 clusters Score -3926991 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3927041.750000 Penalty: 3445.551514
	Iteration 19Q: 3 clusters Score -3927042 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3927113.500000 Penalty: 3445.551514
	Iteration 20F: 3 clusters Score -3927114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3927196.000000 Penalty: 3445.551514
	Iteration 21Q: 3 clusters Score -3927196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3927215.500000 Penalty: 3445.551514
	Iteration 22Q: 3 clusters Score -3927216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3927251.000000 Penalty: 3445.551514
	Iteration 23Q: 3 clusters Score -3927251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3927284.250000 Penalty: 3445.551514
	Iteration 24Q: 3 clusters Score -3927284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3927291.750000 Penalty: 3445.551514
	Iteration 25Q: 3 clusters Score -3927292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3927327.500000 Penalty: 3445.551514
	Iteration 26Q: 3 clusters Score -3927328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3927359.500000 Penalty: 3445.551514
	Iteration 27Q: 3 clusters Score -3927360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3927381.000000 Penalty: 3445.551514
	Iteration 28Q: 3 clusters Score -3927381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3927411.500000 Penalty: 3445.551514
	Iteration 29Q: 3 clusters Score -3927412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3927428.500000 Penalty: 3445.551514
	Iteration 30Q: 3 clusters Score -3927428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3927449.250000 Penalty: 3445.551514
	Iteration 31Q: 3 clusters Score -3927449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3927468.000000 Penalty: 3445.551514
	Iteration 32Q: 3 clusters Score -3927468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3927493.500000 Penalty: 3445.551514
	Iteration 33Q: 3 clusters Score -3927494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3927498.000000 Penalty: 3445.551514
	Iteration 34Q: 3 clusters Score -3927498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3927496.500000 Penalty: 3445.551514
	Iteration 35Q: 3 clusters Score -3927496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3927514.250000 Penalty: 3445.551514
	Iteration 36Q: 3 clusters Score -3927514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3927518.000000 Penalty: 3445.551514
	Iteration 37Q: 3 clusters Score -3927518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3927527.000000 Penalty: 3445.551514
	Iteration 38Q: 3 clusters Score -3927527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3927529.500000 Penalty: 3445.551514
	Iteration 39Q: 3 clusters Score -3927530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3927535.000000 Penalty: 3445.551514
	Iteration 40F: 3 clusters Score -3927535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3927534.750000 Penalty: 3445.551514
	Iteration 41Q: 3 clusters Score -3927535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3927548.750000 Penalty: 3445.551514
	Iteration 42Q: 3 clusters Score -3927549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3927548.250000 Penalty: 3445.551514
	Iteration 43Q: 3 clusters Score -3927548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3927547.500000 Penalty: 3445.551514
	Iteration 44Q: 3 clusters Score -3927548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3927547.500000 Penalty: 3445.551514
	Iteration 45F: 3 clusters Score -3927548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -130033.117188 Penalty: 1204.574219
	Iteration 0F: 2 clusters Score -130033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -128200.203125 Penalty: 2409.148438
	Iteration 0F: 3 clusters Score -128200.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -128707.710938 Penalty: 2409.148438
	Iteration 1F: 3 clusters Score -128707.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -128942.007812 Penalty: 2409.148438
	Iteration 2F: 3 clusters Score -128942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -129126.656250 Penalty: 2409.148438
	Iteration 3F: 3 clusters Score -129126.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -129260.351562 Penalty: 2409.148438
	Iteration 4F: 3 clusters Score -129260.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -129334.578125 Penalty: 2409.148438
	Iteration 5Q: 3 clusters Score -129334.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -129400.265625 Penalty: 2409.148438
	Iteration 6Q: 3 clusters Score -129400.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -129453.484375 Penalty: 2409.148438
	Iteration 7Q: 3 clusters Score -129453.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -129511.039062 Penalty: 2409.148438
	Iteration 8Q: 3 clusters Score -129511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -129551.093750 Penalty: 2409.148438
	Iteration 9Q: 3 clusters Score -129551.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -129570.382812 Penalty: 2409.148438
	Iteration 10Q: 3 clusters Score -129570.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -129579.171875 Penalty: 2409.148438
	Iteration 11Q: 3 clusters Score -129579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -129585.773438 Penalty: 2409.148438
	Iteration 12Q: 3 clusters Score -129585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -129588.492188 Penalty: 2409.148438
	Iteration 13Q: 3 clusters Score -129588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -129591.140625 Penalty: 2409.148438
	Iteration 14Q: 3 clusters Score -129591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -129592.898438 Penalty: 2409.148438
	Iteration 15Q: 3 clusters Score -129592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129596.656250 Penalty: 2409.148438
	Iteration 16Q: 3 clusters Score -129596.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -129600.890625 Penalty: 2409.148438
	Iteration 17Q: 3 clusters Score -129600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -129603.773438 Penalty: 2409.148438
	Iteration 18Q: 3 clusters Score -129603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -129606.750000 Penalty: 2409.148438
	Iteration 19Q: 3 clusters Score -129606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -129609.226562 Penalty: 2409.148438
	Iteration 20F: 3 clusters Score -129609.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -129616.726562 Penalty: 2409.148438
	Iteration 21Q: 3 clusters Score -129616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129619.007812 Penalty: 2409.148438
	Iteration 22Q: 3 clusters Score -129619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -129620.945312 Penalty: 2409.148438
	Iteration 23Q: 3 clusters Score -129620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -129621.734375 Penalty: 2409.148438
	Iteration 24Q: 3 clusters Score -129621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -129622.453125 Penalty: 2409.148438
	Iteration 25Q: 3 clusters Score -129622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129624.140625 Penalty: 2409.148438
	Iteration 26Q: 3 clusters Score -129624.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129624.140625 Penalty: 2409.148438
	Iteration 27F: 3 clusters Score -129624.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Entering Unmasked Estep 
Score: -3551777.000000 Penalty: 1709.595825
	Iteration 0F: 2 clusters Score -3551777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3527197.500000 Penalty: 3419.191650
	Iteration 0F: 3 clusters Score -3527198 nChanged 17222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3536748.500000 Penalty: 3419.191650
	Iteration 1F: 3 clusters Score -3536748 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3537171.500000 Penalty: 3419.191650
	Iteration 2Q: 3 clusters Score -3537172 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3537625.750000 Penalty: 3419.191650
	Iteration 3Q: 3 clusters Score -3537626 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3538167.000000 Penalty: 3419.191650
	Iteration 4Q: 3 clusters Score -3538167 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3538828.000000 Penalty: 3419.191650
	Iteration 5Q: 3 clusters Score -3538828 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3539730.000000 Penalty: 3419.191650
	Iteration 6Q: 3 clusters Score -3539730 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3540896.000000 Penalty: 3419.191650
	Iteration 7F: 3 clusters Score -3540896 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3542390.250000 Penalty: 3419.191650
	Iteration 8F: 3 clusters Score -3542390 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3543852.750000 Penalty: 3419.191650
	Iteration 9F: 3 clusters Score -3543853 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3545156.250000 Penalty: 3419.191650
	Iteration 10Q: 3 clusters Score -3545156 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3546169.750000 Penalty: 3419.191650
	Iteration 11Q: 3 clusters Score -3546170 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3546939.500000 Penalty: 3419.191650
	Iteration 12Q: 3 clusters Score -3546940 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3547546.750000 Penalty: 3419.191650
	Iteration 13Q: 3 clusters Score -3547547 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3548349.250000 Penalty: 3419.191650
	Iteration 14Q: 3 clusters Score -3548349 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3549042.000000 Penalty: 3419.191650
	Iteration 15Q: 3 clusters Score -3549042 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3549545.000000 Penalty: 3419.191650
	Iteration 16Q: 3 clusters Score -3549545 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3549862.250000 Penalty: 3419.191650
	Iteration 17Q: 3 clusters Score -3549862 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3550068.750000 Penalty: 3419.191650
	Iteration 18Q: 3 clusters Score -3550069 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3550166.250000 Penalty: 3419.191650
	Iteration 19Q: 3 clusters Score -3550166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3550248.500000 Penalty: 3419.191650
	Iteration 20F: 3 clusters Score -3550248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3550297.250000 Penalty: 3419.191650
	Iteration 21Q: 3 clusters Score -3550297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3550317.750000 Penalty: 3419.191650
	Iteration 22Q: 3 clusters Score -3550318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3550335.000000 Penalty: 3419.191650
	Iteration 23Q: 3 clusters Score -3550335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3550355.750000 Penalty: 3419.191650
	Iteration 24Q: 3 clusters Score -3550356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3550368.750000 Penalty: 3419.191650
	Iteration 25Q: 3 clusters Score -3550369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3550378.250000 Penalty: 3419.191650
	Iteration 26Q: 3 clusters Score -3550378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3550389.000000 Penalty: 3419.191650
	Iteration 27Q: 3 clusters Score -3550389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3550390.250000 Penalty: 3419.191650
	Iteration 28Q: 3 clusters Score -3550390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3550393.250000 Penalty: 3419.191650
	Iteration 29Q: 3 clusters Score -3550393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3550390.750000 Penalty: 3419.191650
	Iteration 30Q: 3 clusters Score -3550391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3550394.500000 Penalty: 3419.191650
	Iteration 31Q: 3 clusters Score -3550394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3550398.500000 Penalty: 3419.191650
	Iteration 32Q: 3 clusters Score -3550398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3550397.250000 Penalty: 3419.191650
	Iteration 33Q: 3 clusters Score -3550397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3550401.000000 Penalty: 3419.191650
	Iteration 34Q: 3 clusters Score -3550401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3550398.000000 Penalty: 3419.191650
	Iteration 35Q: 3 clusters Score -3550398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3550401.000000 Penalty: 3419.191650
	Iteration 36Q: 3 clusters Score -3550401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3550401.000000 Penalty: 3419.191650
	Iteration 37F: 3 clusters Score -3550401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -216573.984375 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -216574 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 1186 members 
Entering Unmasked Estep 
Score: -214293.671875 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -214293.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -214823.312500 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -214823.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -214972.859375 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -214972.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215075.421875 Penalty: 2523.947754
	Iteration 3F: 3 clusters Score -215075.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -215147.359375 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -215147.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -215197.531250 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -215197.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215244.421875 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -215244.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -215277.218750 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -215277.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -215301.062500 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -215301.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215321.921875 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -215321.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -215341.562500 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -215341.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -215366.625000 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -215366.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -215388.781250 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -215388.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -215402.421875 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -215402.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215413.359375 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -215413.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -215427.359375 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -215427.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -215442.328125 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -215442.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -215453.140625 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -215453.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -215470.687500 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -215470.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215483.718750 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -215483.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -215499.984375 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -215500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -215518.828125 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -215518.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215536.515625 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -215536.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -215558.281250 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -215558.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -215580.156250 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -215580.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -215606.062500 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -215606.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -215631.921875 Penalty: 2523.947754
	Iteration 26Q: 3 clusters Score -215631.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -215650.250000 Penalty: 2523.947754
	Iteration 27Q: 3 clusters Score -215650.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -215665.218750 Penalty: 2523.947754
	Iteration 28Q: 3 clusters Score -215665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -215676.156250 Penalty: 2523.947754
	Iteration 29Q: 3 clusters Score -215676.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -215691.687500 Penalty: 2523.947754
	Iteration 30Q: 3 clusters Score -215691.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -215708.750000 Penalty: 2523.947754
	Iteration 31Q: 3 clusters Score -215708.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -215731.687500 Penalty: 2523.947754
	Iteration 32Q: 3 clusters Score -215731.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -215755.359375 Penalty: 2523.947754
	Iteration 33Q: 3 clusters Score -215755.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -215774.625000 Penalty: 2523.947754
	Iteration 34Q: 3 clusters Score -215774.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -215790.359375 Penalty: 2523.947754
	Iteration 35Q: 3 clusters Score -215790.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -215804.718750 Penalty: 2523.947754
	Iteration 36Q: 3 clusters Score -215804.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -215830.875000 Penalty: 2523.947754
	Iteration 37Q: 3 clusters Score -215830.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -215858.796875 Penalty: 2523.947754
	Iteration 38Q: 3 clusters Score -215858.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -215881.687500 Penalty: 2523.947754
	Iteration 39Q: 3 clusters Score -215881.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -215897.796875 Penalty: 2523.947754
	Iteration 40F: 3 clusters Score -215897.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -215916.015625 Penalty: 2523.947754
	Iteration 41Q: 3 clusters Score -215916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -215925.546875 Penalty: 2523.947754
	Iteration 42Q: 3 clusters Score -215925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -215930.953125 Penalty: 2523.947754
	Iteration 43Q: 3 clusters Score -215931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -215936.140625 Penalty: 2523.947754
	Iteration 44Q: 3 clusters Score -215936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -215940.140625 Penalty: 2523.947754
	Iteration 45Q: 3 clusters Score -215940.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -215945.859375 Penalty: 2523.947754
	Iteration 46Q: 3 clusters Score -215945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -215953.484375 Penalty: 2523.947754
	Iteration 47Q: 3 clusters Score -215953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -215958.453125 Penalty: 2523.947754
	Iteration 48Q: 3 clusters Score -215958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -215961.890625 Penalty: 2523.947754
	Iteration 49Q: 3 clusters Score -215961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -215965.437500 Penalty: 2523.947754
	Iteration 50Q: 3 clusters Score -215965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -215967.375000 Penalty: 2523.947754
	Iteration 51Q: 3 clusters Score -215967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -215967.375000 Penalty: 2523.947754
	Iteration 52F: 3 clusters Score -215967.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Entering Unmasked Estep 
Score: -3625105.500000 Penalty: 1713.703491
	Iteration 0F: 2 clusters Score -3625106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3601174.750000 Penalty: 3427.406982
	Iteration 0F: 3 clusters Score -3601175 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3610913.500000 Penalty: 3427.406982
	Iteration 1F: 3 clusters Score -3610914 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3611310.500000 Penalty: 3427.406982
	Iteration 2Q: 3 clusters Score -3611310 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3611724.750000 Penalty: 3427.406982
	Iteration 3Q: 3 clusters Score -3611725 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3612176.750000 Penalty: 3427.406982
	Iteration 4Q: 3 clusters Score -3612177 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3612712.000000 Penalty: 3427.406982
	Iteration 5Q: 3 clusters Score -3612712 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3613395.000000 Penalty: 3427.406982
	Iteration 6Q: 3 clusters Score -3613395 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3614212.000000 Penalty: 3427.406982
	Iteration 7F: 3 clusters Score -3614212 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3615282.000000 Penalty: 3427.406982
	Iteration 8F: 3 clusters Score -3615282 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3616698.500000 Penalty: 3427.406982
	Iteration 9F: 3 clusters Score -3616698 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3618498.750000 Penalty: 3427.406982
	Iteration 10F: 3 clusters Score -3618499 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3620529.000000 Penalty: 3427.406982
	Iteration 11F: 3 clusters Score -3620529 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3621891.500000 Penalty: 3427.406982
	Iteration 12Q: 3 clusters Score -3621892 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -3622672.000000 Penalty: 3427.406982
	Iteration 13Q: 3 clusters Score -3622672 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -3623124.000000 Penalty: 3427.406982
	Iteration 14Q: 3 clusters Score -3623124 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -3623304.250000 Penalty: 3427.406982
	Iteration 15Q: 3 clusters Score -3623304 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -3623412.250000 Penalty: 3427.406982
	Iteration 16Q: 3 clusters Score -3623412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -3623475.750000 Penalty: 3427.406982
	Iteration 17Q: 3 clusters Score -3623476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -3623520.750000 Penalty: 3427.406982
	Iteration 18Q: 3 clusters Score -3623521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -3623545.500000 Penalty: 3427.406982
	Iteration 19Q: 3 clusters Score -3623546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -3623568.000000 Penalty: 3427.406982
	Iteration 20F: 3 clusters Score -3623568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -3623593.500000 Penalty: 3427.406982
	Iteration 21Q: 3 clusters Score -3623594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -3623596.000000 Penalty: 3427.406982
	Iteration 22Q: 3 clusters Score -3623596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -3623608.750000 Penalty: 3427.406982
	Iteration 23Q: 3 clusters Score -3623609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -3623611.750000 Penalty: 3427.406982
	Iteration 24Q: 3 clusters Score -3623612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3623619.000000 Penalty: 3427.406982
	Iteration 25Q: 3 clusters Score -3623619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3623620.000000 Penalty: 3427.406982
	Iteration 26Q: 3 clusters Score -3623620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -3623621.250000 Penalty: 3427.406982
	Iteration 27Q: 3 clusters Score -3623621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -3623625.750000 Penalty: 3427.406982
	Iteration 28Q: 3 clusters Score -3623626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -3623629.250000 Penalty: 3427.406982
	Iteration 29Q: 3 clusters Score -3623629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -3623627.500000 Penalty: 3427.406982
	Iteration 30Q: 3 clusters Score -3623628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -3623631.000000 Penalty: 3427.406982
	Iteration 31Q: 3 clusters Score -3623631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -3623634.750000 Penalty: 3427.406982
	Iteration 32Q: 3 clusters Score -3623635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -3623640.250000 Penalty: 3427.406982
	Iteration 33Q: 3 clusters Score -3623640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -3623638.000000 Penalty: 3427.406982
	Iteration 34Q: 3 clusters Score -3623638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -3623638.000000 Penalty: 3427.406982
	Iteration 35F: 3 clusters Score -3623638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -546746.062500 Penalty: 1413.616943
	Iteration 0F: 2 clusters Score -546746.1 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 3011 members 
Entering Unmasked Estep 
Score: -542142.812500 Penalty: 2827.233887
	Iteration 0F: 3 clusters Score -542142.8 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -543556.562500 Penalty: 2827.233887
	Iteration 1F: 3 clusters Score -543556.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -543867.250000 Penalty: 2827.233887
	Iteration 2F: 3 clusters Score -543867.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -544118.187500 Penalty: 2827.233887
	Iteration 3F: 3 clusters Score -544118.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -544314.187500 Penalty: 2827.233887
	Iteration 4F: 3 clusters Score -544314.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -544492.062500 Penalty: 2827.233887
	Iteration 5Q: 3 clusters Score -544492.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -544659.500000 Penalty: 2827.233887
	Iteration 6Q: 3 clusters Score -544659.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -544837.000000 Penalty: 2827.233887
	Iteration 7Q: 3 clusters Score -544837 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -544997.812500 Penalty: 2827.233887
	Iteration 8Q: 3 clusters Score -544997.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -545166.375000 Penalty: 2827.233887
	Iteration 9Q: 3 clusters Score -545166.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -545305.250000 Penalty: 2827.233887
	Iteration 10Q: 3 clusters Score -545305.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -545434.562500 Penalty: 2827.233887
	Iteration 11Q: 3 clusters Score -545434.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -545576.375000 Penalty: 2827.233887
	Iteration 12Q: 3 clusters Score -545576.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -545717.000000 Penalty: 2827.233887
	Iteration 13Q: 3 clusters Score -545717 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -545891.312500 Penalty: 2827.233887
	Iteration 14Q: 3 clusters Score -545891.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -546129.687500 Penalty: 2827.233887
	Iteration 15Q: 3 clusters Score -546129.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -546394.000000 Penalty: 2827.233887
	Iteration 16Q: 3 clusters Score -546394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -546559.250000 Penalty: 2827.233887
	Iteration 17Q: 3 clusters Score -546559.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -546609.125000 Penalty: 2827.233887
	Iteration 18Q: 3 clusters Score -546609.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -546621.250000 Penalty: 2827.233887
	Iteration 19Q: 3 clusters Score -546621.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -546628.062500 Penalty: 2827.233887
	Iteration 20F: 3 clusters Score -546628.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -546632.562500 Penalty: 2827.233887
	Iteration 21Q: 3 clusters Score -546632.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -546635.750000 Penalty: 2827.233887
	Iteration 22Q: 3 clusters Score -546635.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -546639.375000 Penalty: 2827.233887
	Iteration 23Q: 3 clusters Score -546639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -546639.437500 Penalty: 2827.233887
	Iteration 24Q: 3 clusters Score -546639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -546640.750000 Penalty: 2827.233887
	Iteration 25Q: 3 clusters Score -546640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -546641.812500 Penalty: 2827.233887
	Iteration 26Q: 3 clusters Score -546641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -546641.625000 Penalty: 2827.233887
	Iteration 27Q: 3 clusters Score -546641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -546642.625000 Penalty: 2827.233887
	Iteration 28Q: 3 clusters Score -546642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -546642.562500 Penalty: 2827.233887
	Iteration 29Q: 3 clusters Score -546642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -546643.250000 Penalty: 2827.233887
	Iteration 30Q: 3 clusters Score -546643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -546643.250000 Penalty: 2827.233887
	Iteration 31F: 3 clusters Score -546643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Entering Unmasked Estep 
Score: -3901519.000000 Penalty: 1724.436646
	Iteration 0F: 2 clusters Score -3901519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3877097.500000 Penalty: 3448.873291
	Iteration 0F: 3 clusters Score -3877098 nChanged 18832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3887494.250000 Penalty: 3448.873291
	Iteration 1F: 3 clusters Score -3887494 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3887832.500000 Penalty: 3448.873291
	Iteration 2Q: 3 clusters Score -3887832 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3888133.000000 Penalty: 3448.873291
	Iteration 3Q: 3 clusters Score -3888133 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3888436.750000 Penalty: 3448.873291
	Iteration 4Q: 3 clusters Score -3888437 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3888705.250000 Penalty: 3448.873291
	Iteration 5Q: 3 clusters Score -3888705 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3889050.750000 Penalty: 3448.873291
	Iteration 6Q: 3 clusters Score -3889051 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3889461.750000 Penalty: 3448.873291
	Iteration 7Q: 3 clusters Score -3889462 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3889986.750000 Penalty: 3448.873291
	Iteration 8Q: 3 clusters Score -3889987 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3890779.750000 Penalty: 3448.873291
	Iteration 9Q: 3 clusters Score -3890780 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3892048.000000 Penalty: 3448.873291
	Iteration 10F: 3 clusters Score -3892048 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3893988.500000 Penalty: 3448.873291
	Iteration 11F: 3 clusters Score -3893988 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -3896354.250000 Penalty: 3448.873291
	Iteration 12F: 3 clusters Score -3896354 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -3898267.750000 Penalty: 3448.873291
	Iteration 13F: 3 clusters Score -3898268 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -3899281.000000 Penalty: 3448.873291
	Iteration 14Q: 3 clusters Score -3899281 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -3899807.250000 Penalty: 3448.873291
	Iteration 15Q: 3 clusters Score -3899807 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -3900076.750000 Penalty: 3448.873291
	Iteration 16Q: 3 clusters Score -3900077 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -3900202.750000 Penalty: 3448.873291
	Iteration 17Q: 3 clusters Score -3900203 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -3900263.750000 Penalty: 3448.873291
	Iteration 18Q: 3 clusters Score -3900264 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -3900293.000000 Penalty: 3448.873291
	Iteration 19Q: 3 clusters Score -3900293 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -3900312.500000 Penalty: 3448.873291
	Iteration 20F: 3 clusters Score -3900312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -3900288.750000 Penalty: 3448.873291
	Iteration 21Q: 3 clusters Score -3900289 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -3900294.750000 Penalty: 3448.873291
	Iteration 22Q: 3 clusters Score -3900295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -3900279.000000 Penalty: 3448.873291
	Iteration 23Q: 3 clusters Score -3900279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -3900282.000000 Penalty: 3448.873291
	Iteration 24Q: 3 clusters Score -3900282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -3900273.250000 Penalty: 3448.873291
	Iteration 25Q: 3 clusters Score -3900273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -3900277.500000 Penalty: 3448.873291
	Iteration 26Q: 3 clusters Score -3900278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -3900271.750000 Penalty: 3448.873291
	Iteration 27Q: 3 clusters Score -3900272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -3900272.500000 Penalty: 3448.873291
	Iteration 28Q: 3 clusters Score -3900272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -3900272.750000 Penalty: 3448.873291
	Iteration 29Q: 3 clusters Score -3900273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -3900263.250000 Penalty: 3448.873291
	Iteration 30Q: 3 clusters Score -3900263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -3900264.250000 Penalty: 3448.873291
	Iteration 31Q: 3 clusters Score -3900264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -3900268.250000 Penalty: 3448.873291
	Iteration 32Q: 3 clusters Score -3900268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -3900259.000000 Penalty: 3448.873291
	Iteration 33Q: 3 clusters Score -3900259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -3900254.750000 Penalty: 3448.873291
	Iteration 34Q: 3 clusters Score -3900255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -3900260.000000 Penalty: 3448.873291
	Iteration 35Q: 3 clusters Score -3900260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -3900260.500000 Penalty: 3448.873291
	Iteration 36Q: 3 clusters Score -3900260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -3900258.000000 Penalty: 3448.873291
	Iteration 37Q: 3 clusters Score -3900258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -3900259.750000 Penalty: 3448.873291
	Iteration 38Q: 3 clusters Score -3900260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -3900261.000000 Penalty: 3448.873291
	Iteration 39Q: 3 clusters Score -3900261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -3900262.500000 Penalty: 3448.873291
	Iteration 40F: 3 clusters Score -3900262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -3900262.000000 Penalty: 3448.873291
	Iteration 41Q: 3 clusters Score -3900262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -3900261.750000 Penalty: 3448.873291
	Iteration 42Q: 3 clusters Score -3900262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -3900261.750000 Penalty: 3448.873291
	Iteration 43F: 3 clusters Score -3900262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -128836.671875 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -128836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -127115.820312 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -127115.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -127465.679688 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -127465.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -127609.812500 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -127609.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -127700.867188 Penalty: 2365.778564
	Iteration 3F: 3 clusters Score -127700.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -127756.492188 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -127756.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -127811.273438 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -127811.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -127870.406250 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -127870.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -127936.492188 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -127936.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -128029.609375 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -128029.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -128158.039062 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -128158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -128289.609375 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -128289.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -128404.312500 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -128404.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -128474.601562 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -128474.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -128528.593750 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -128528.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -128556.312500 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -128556.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -128578.875000 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -128578.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -128604.750000 Penalty: 2365.778564
	Iteration 16Q: 3 clusters Score -128604.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -128632.523438 Penalty: 2365.778564
	Iteration 17Q: 3 clusters Score -128632.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -128660.296875 Penalty: 2365.778564
	Iteration 18Q: 3 clusters Score -128660.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -128673.343750 Penalty: 2365.778564
	Iteration 19Q: 3 clusters Score -128673.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -128680.257812 Penalty: 2365.778564
	Iteration 20F: 3 clusters Score -128680.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -128690.656250 Penalty: 2365.778564
	Iteration 21Q: 3 clusters Score -128690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -128693.765625 Penalty: 2365.778564
	Iteration 22Q: 3 clusters Score -128693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -128704.570312 Penalty: 2365.778564
	Iteration 23Q: 3 clusters Score -128704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -128716.210938 Penalty: 2365.778564
	Iteration 24Q: 3 clusters Score -128716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -128721.679688 Penalty: 2365.778564
	Iteration 25Q: 3 clusters Score -128721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -128727.382812 Penalty: 2365.778564
	Iteration 26Q: 3 clusters Score -128727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -128727.875000 Penalty: 2365.778564
	Iteration 27Q: 3 clusters Score -128727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -128727.875000 Penalty: 2365.778564
	Iteration 28F: 3 clusters Score -128727.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -87527.531250 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -87527.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86125.000000 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -86125 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86498.640625 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -86498.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -86597.765625 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -86597.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86652.132812 Penalty: 2281.271484
	Iteration 3Q: 3 clusters Score -86652.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86696.031250 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -86696.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86727.742188 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -86727.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86747.945312 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -86747.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86778.203125 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -86778.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86819.367188 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -86819.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86869.343750 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -86869.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86923.515625 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -86923.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86971.820312 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -86971.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87001.179688 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -87001.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87016.773438 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -87016.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87022.406250 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -87022.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87031.070312 Penalty: 2281.271484
	Iteration 15Q: 3 clusters Score -87031.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87035.742188 Penalty: 2281.271484
	Iteration 16Q: 3 clusters Score -87035.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87038.742188 Penalty: 2281.271484
	Iteration 17Q: 3 clusters Score -87038.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -87041.429688 Penalty: 2281.271484
	Iteration 18Q: 3 clusters Score -87041.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87044.820312 Penalty: 2281.271484
	Iteration 19Q: 3 clusters Score -87044.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -87055.179688 Penalty: 2281.271484
	Iteration 20F: 3 clusters Score -87055.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87068.039062 Penalty: 2281.271484
	Iteration 21Q: 3 clusters Score -87068.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87072.703125 Penalty: 2281.271484
	Iteration 22Q: 3 clusters Score -87072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87074.476562 Penalty: 2281.271484
	Iteration 23Q: 3 clusters Score -87074.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87075.054688 Penalty: 2281.271484
	Iteration 24Q: 3 clusters Score -87075.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87075.054688 Penalty: 2281.271484
	Iteration 25F: 3 clusters Score -87075.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -495624.000000 Penalty: 1398.077637
	Iteration 0F: 2 clusters Score -495624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -491319.468750 Penalty: 2796.155273
	Iteration 0F: 3 clusters Score -491319.5 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -492638.937500 Penalty: 2796.155273
	Iteration 1F: 3 clusters Score -492638.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -492962.781250 Penalty: 2796.155273
	Iteration 2F: 3 clusters Score -492962.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -493284.343750 Penalty: 2796.155273
	Iteration 3F: 3 clusters Score -493284.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -493564.906250 Penalty: 2796.155273
	Iteration 4F: 3 clusters Score -493564.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -493762.843750 Penalty: 2796.155273
	Iteration 5F: 3 clusters Score -493762.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -493891.968750 Penalty: 2796.155273
	Iteration 6Q: 3 clusters Score -493892 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -493983.812500 Penalty: 2796.155273
	Iteration 7Q: 3 clusters Score -493983.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -494060.906250 Penalty: 2796.155273
	Iteration 8Q: 3 clusters Score -494060.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -494117.781250 Penalty: 2796.155273
	Iteration 9Q: 3 clusters Score -494117.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -494180.562500 Penalty: 2796.155273
	Iteration 10Q: 3 clusters Score -494180.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -494235.375000 Penalty: 2796.155273
	Iteration 11Q: 3 clusters Score -494235.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -494280.187500 Penalty: 2796.155273
	Iteration 12Q: 3 clusters Score -494280.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -494316.718750 Penalty: 2796.155273
	Iteration 13Q: 3 clusters Score -494316.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -494350.843750 Penalty: 2796.155273
	Iteration 14Q: 3 clusters Score -494350.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -494394.375000 Penalty: 2796.155273
	Iteration 15Q: 3 clusters Score -494394.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -494443.593750 Penalty: 2796.155273
	Iteration 16Q: 3 clusters Score -494443.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -494489.375000 Penalty: 2796.155273
	Iteration 17Q: 3 clusters Score -494489.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -494521.375000 Penalty: 2796.155273
	Iteration 18Q: 3 clusters Score -494521.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -494550.875000 Penalty: 2796.155273
	Iteration 19Q: 3 clusters Score -494550.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -494576.875000 Penalty: 2796.155273
	Iteration 20F: 3 clusters Score -494576.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -494589.937500 Penalty: 2796.155273
	Iteration 21Q: 3 clusters Score -494589.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -494598.062500 Penalty: 2796.155273
	Iteration 22Q: 3 clusters Score -494598.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -494608.593750 Penalty: 2796.155273
	Iteration 23Q: 3 clusters Score -494608.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -494613.687500 Penalty: 2796.155273
	Iteration 24Q: 3 clusters Score -494613.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -494618.531250 Penalty: 2796.155273
	Iteration 25Q: 3 clusters Score -494618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -494622.031250 Penalty: 2796.155273
	Iteration 26Q: 3 clusters Score -494622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -494625.875000 Penalty: 2796.155273
	Iteration 27Q: 3 clusters Score -494625.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -494627.906250 Penalty: 2796.155273
	Iteration 28Q: 3 clusters Score -494627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -494629.406250 Penalty: 2796.155273
	Iteration 29Q: 3 clusters Score -494629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -494630.875000 Penalty: 2796.155273
	Iteration 30Q: 3 clusters Score -494630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -494631.312500 Penalty: 2796.155273
	Iteration 31Q: 3 clusters Score -494631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -494631.062500 Penalty: 2796.155273
	Iteration 32Q: 3 clusters Score -494631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -494631.250000 Penalty: 2796.155273
	Iteration 33Q: 3 clusters Score -494631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -494631.250000 Penalty: 2796.155273
	Iteration 34F: 3 clusters Score -494631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Entering Unmasked Estep 
Score: -795673.375000 Penalty: 1466.147095
	Iteration 0F: 2 clusters Score -795673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -789578.312500 Penalty: 2932.294189
	Iteration 0F: 3 clusters Score -789578.3 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -791383.312500 Penalty: 2932.294189
	Iteration 1F: 3 clusters Score -791383.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -791590.625000 Penalty: 2932.294189
	Iteration 2F: 3 clusters Score -791590.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -791759.187500 Penalty: 2932.294189
	Iteration 3Q: 3 clusters Score -791759.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -791902.000000 Penalty: 2932.294189
	Iteration 4Q: 3 clusters Score -791902 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -792029.312500 Penalty: 2932.294189
	Iteration 5Q: 3 clusters Score -792029.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -792140.437500 Penalty: 2932.294189
	Iteration 6Q: 3 clusters Score -792140.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -792236.937500 Penalty: 2932.294189
	Iteration 7Q: 3 clusters Score -792236.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -792330.937500 Penalty: 2932.294189
	Iteration 8Q: 3 clusters Score -792330.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -792425.000000 Penalty: 2932.294189
	Iteration 9Q: 3 clusters Score -792425 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -792524.500000 Penalty: 2932.294189
	Iteration 10Q: 3 clusters Score -792524.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -792648.562500 Penalty: 2932.294189
	Iteration 11Q: 3 clusters Score -792648.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -792799.750000 Penalty: 2932.294189
	Iteration 12Q: 3 clusters Score -792799.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -792991.500000 Penalty: 2932.294189
	Iteration 13Q: 3 clusters Score -792991.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -793220.125000 Penalty: 2932.294189
	Iteration 14Q: 3 clusters Score -793220.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -793453.812500 Penalty: 2932.294189
	Iteration 15Q: 3 clusters Score -793453.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -793695.250000 Penalty: 2932.294189
	Iteration 16Q: 3 clusters Score -793695.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -793878.000000 Penalty: 2932.294189
	Iteration 17Q: 3 clusters Score -793878 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -793998.375000 Penalty: 2932.294189
	Iteration 18Q: 3 clusters Score -793998.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -794099.187500 Penalty: 2932.294189
	Iteration 19Q: 3 clusters Score -794099.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -794161.937500 Penalty: 2932.294189
	Iteration 20F: 3 clusters Score -794161.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -794215.937500 Penalty: 2932.294189
	Iteration 21Q: 3 clusters Score -794215.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -794265.000000 Penalty: 2932.294189
	Iteration 22Q: 3 clusters Score -794265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -794303.687500 Penalty: 2932.294189
	Iteration 23Q: 3 clusters Score -794303.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -794326.812500 Penalty: 2932.294189
	Iteration 24Q: 3 clusters Score -794326.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -794347.625000 Penalty: 2932.294189
	Iteration 25Q: 3 clusters Score -794347.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -794357.250000 Penalty: 2932.294189
	Iteration 26Q: 3 clusters Score -794357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -794366.937500 Penalty: 2932.294189
	Iteration 27Q: 3 clusters Score -794366.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -794374.375000 Penalty: 2932.294189
	Iteration 28Q: 3 clusters Score -794374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -794378.812500 Penalty: 2932.294189
	Iteration 29Q: 3 clusters Score -794378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -794383.937500 Penalty: 2932.294189
	Iteration 30Q: 3 clusters Score -794383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -794387.937500 Penalty: 2932.294189
	Iteration 31Q: 3 clusters Score -794387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -794392.687500 Penalty: 2932.294189
	Iteration 32Q: 3 clusters Score -794392.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -794401.625000 Penalty: 2932.294189
	Iteration 33Q: 3 clusters Score -794401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -794405.812500 Penalty: 2932.294189
	Iteration 34Q: 3 clusters Score -794405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -794408.437500 Penalty: 2932.294189
	Iteration 35Q: 3 clusters Score -794408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -794416.125000 Penalty: 2932.294189
	Iteration 36Q: 3 clusters Score -794416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -794416.125000 Penalty: 2932.294189
	Iteration 37F: 3 clusters Score -794416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (30264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Entering Unmasked Estep 
Score: -2944804.500000 Penalty: 1676.628540
	Iteration 0F: 2 clusters Score -2944804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2924406.000000 Penalty: 3353.257080
	Iteration 0F: 3 clusters Score -2924406 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2932343.000000 Penalty: 3353.257080
	Iteration 1F: 3 clusters Score -2932343 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2932790.500000 Penalty: 3353.257080
	Iteration 2Q: 3 clusters Score -2932790 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2933184.250000 Penalty: 3353.257080
	Iteration 3Q: 3 clusters Score -2933184 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2933664.500000 Penalty: 3353.257080
	Iteration 4Q: 3 clusters Score -2933664 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2934284.500000 Penalty: 3353.257080
	Iteration 5Q: 3 clusters Score -2934284 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2935070.250000 Penalty: 3353.257080
	Iteration 6Q: 3 clusters Score -2935070 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2936243.250000 Penalty: 3353.257080
	Iteration 7F: 3 clusters Score -2936243 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2937705.250000 Penalty: 3353.257080
	Iteration 8F: 3 clusters Score -2937705 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2938894.250000 Penalty: 3353.257080
	Iteration 9F: 3 clusters Score -2938894 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2939611.500000 Penalty: 3353.257080
	Iteration 10Q: 3 clusters Score -2939612 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2940073.500000 Penalty: 3353.257080
	Iteration 11Q: 3 clusters Score -2940074 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2940454.000000 Penalty: 3353.257080
	Iteration 12Q: 3 clusters Score -2940454 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2940873.000000 Penalty: 3353.257080
	Iteration 13Q: 3 clusters Score -2940873 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2941280.250000 Penalty: 3353.257080
	Iteration 14Q: 3 clusters Score -2941280 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2941601.250000 Penalty: 3353.257080
	Iteration 15Q: 3 clusters Score -2941601 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2941847.250000 Penalty: 3353.257080
	Iteration 16Q: 3 clusters Score -2941847 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2942022.250000 Penalty: 3353.257080
	Iteration 17Q: 3 clusters Score -2942022 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2942119.000000 Penalty: 3353.257080
	Iteration 18Q: 3 clusters Score -2942119 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2942176.750000 Penalty: 3353.257080
	Iteration 19Q: 3 clusters Score -2942177 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2942233.500000 Penalty: 3353.257080
	Iteration 20F: 3 clusters Score -2942234 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2942251.500000 Penalty: 3353.257080
	Iteration 21Q: 3 clusters Score -2942252 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2942272.500000 Penalty: 3353.257080
	Iteration 22Q: 3 clusters Score -2942272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2942285.000000 Penalty: 3353.257080
	Iteration 23Q: 3 clusters Score -2942285 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2942293.750000 Penalty: 3353.257080
	Iteration 24Q: 3 clusters Score -2942294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2942299.500000 Penalty: 3353.257080
	Iteration 25Q: 3 clusters Score -2942300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2942299.000000 Penalty: 3353.257080
	Iteration 26Q: 3 clusters Score -2942299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2942294.500000 Penalty: 3353.257080
	Iteration 27Q: 3 clusters Score -2942294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2942295.500000 Penalty: 3353.257080
	Iteration 28Q: 3 clusters Score -2942296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2942302.250000 Penalty: 3353.257080
	Iteration 29Q: 3 clusters Score -2942302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2942308.250000 Penalty: 3353.257080
	Iteration 30Q: 3 clusters Score -2942308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2942308.250000 Penalty: 3353.257080
	Iteration 31Q: 3 clusters Score -2942308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2942308.750000 Penalty: 3353.257080
	Iteration 32Q: 3 clusters Score -2942309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2942317.500000 Penalty: 3353.257080
	Iteration 33Q: 3 clusters Score -2942318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2942312.250000 Penalty: 3353.257080
	Iteration 34Q: 3 clusters Score -2942312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2942325.500000 Penalty: 3353.257080
	Iteration 35Q: 3 clusters Score -2942326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2942332.250000 Penalty: 3353.257080
	Iteration 36Q: 3 clusters Score -2942332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2942331.500000 Penalty: 3353.257080
	Iteration 37Q: 3 clusters Score -2942332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2942338.250000 Penalty: 3353.257080
	Iteration 38Q: 3 clusters Score -2942338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2942338.250000 Penalty: 3353.257080
	Iteration 39Q: 3 clusters Score -2942338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2942338.500000 Penalty: 3353.257080
	Iteration 40F: 3 clusters Score -2942338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2942342.750000 Penalty: 3353.257080
	Iteration 41Q: 3 clusters Score -2942343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2942340.000000 Penalty: 3353.257080
	Iteration 42Q: 3 clusters Score -2942340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2942340.750000 Penalty: 3353.257080
	Iteration 43Q: 3 clusters Score -2942341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2942341.250000 Penalty: 3353.257080
	Iteration 44Q: 3 clusters Score -2942341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2942339.250000 Penalty: 3353.257080
	Iteration 45Q: 3 clusters Score -2942339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2942340.750000 Penalty: 3353.257080
	Iteration 46Q: 3 clusters Score -2942341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2942354.250000 Penalty: 3353.257080
	Iteration 47Q: 3 clusters Score -2942354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2942352.000000 Penalty: 3353.257080
	Iteration 48Q: 3 clusters Score -2942352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2942356.500000 Penalty: 3353.257080
	Iteration 49Q: 3 clusters Score -2942356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2942354.000000 Penalty: 3353.257080
	Iteration 50Q: 3 clusters Score -2942354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2942353.250000 Penalty: 3353.257080
	Iteration 51Q: 3 clusters Score -2942353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2942352.250000 Penalty: 3353.257080
	Iteration 52Q: 3 clusters Score -2942352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2942358.000000 Penalty: 3353.257080
	Iteration 53Q: 3 clusters Score -2942358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2942361.500000 Penalty: 3353.257080
	Iteration 54Q: 3 clusters Score -2942362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2942363.250000 Penalty: 3353.257080
	Iteration 55Q: 3 clusters Score -2942363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2942371.250000 Penalty: 3353.257080
	Iteration 56Q: 3 clusters Score -2942371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2942373.000000 Penalty: 3353.257080
	Iteration 57Q: 3 clusters Score -2942373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2942373.750000 Penalty: 3353.257080
	Iteration 58Q: 3 clusters Score -2942374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2942378.250000 Penalty: 3353.257080
	Iteration 59Q: 3 clusters Score -2942378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2942377.250000 Penalty: 3353.257080
	Iteration 60F: 3 clusters Score -2942377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2942384.500000 Penalty: 3353.257080
	Iteration 61Q: 3 clusters Score -2942384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2942383.250000 Penalty: 3353.257080
	Iteration 62Q: 3 clusters Score -2942383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2942375.000000 Penalty: 3353.257080
	Iteration 63Q: 3 clusters Score -2942375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2942381.500000 Penalty: 3353.257080
	Iteration 64Q: 3 clusters Score -2942382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2942385.000000 Penalty: 3353.257080
	Iteration 65Q: 3 clusters Score -2942385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2942384.500000 Penalty: 3353.257080
	Iteration 66Q: 3 clusters Score -2942384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2942388.000000 Penalty: 3353.257080
	Iteration 67Q: 3 clusters Score -2942388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2942384.250000 Penalty: 3353.257080
	Iteration 68Q: 3 clusters Score -2942384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2942381.000000 Penalty: 3353.257080
	Iteration 69Q: 3 clusters Score -2942381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2942382.250000 Penalty: 3353.257080
	Iteration 70Q: 3 clusters Score -2942382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2942383.250000 Penalty: 3353.257080
	Iteration 71Q: 3 clusters Score -2942383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2942388.250000 Penalty: 3353.257080
	Iteration 72Q: 3 clusters Score -2942388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2942391.250000 Penalty: 3353.257080
	Iteration 73Q: 3 clusters Score -2942391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2942390.000000 Penalty: 3353.257080
	Iteration 74Q: 3 clusters Score -2942390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2942390.500000 Penalty: 3353.257080
	Iteration 75Q: 3 clusters Score -2942390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2942391.750000 Penalty: 3353.257080
	Iteration 76Q: 3 clusters Score -2942392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2942392.000000 Penalty: 3353.257080
	Iteration 77Q: 3 clusters Score -2942392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2942392.000000 Penalty: 3353.257080
	Iteration 78F: 3 clusters Score -2942392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -319090.250000 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -319090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -316021.250000 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -316021.2 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -316832.000000 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -316832 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -317076.187500 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -317076.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -317318.000000 Penalty: 2658.695312
	Iteration 3F: 3 clusters Score -317318 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -317548.437500 Penalty: 2658.695312
	Iteration 4F: 3 clusters Score -317548.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -317717.562500 Penalty: 2658.695312
	Iteration 5F: 3 clusters Score -317717.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -317859.812500 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -317859.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -317963.687500 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -317963.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -318047.718750 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -318047.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -318102.218750 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -318102.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -318140.718750 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -318140.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -318159.468750 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -318159.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -318175.468750 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -318175.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -318182.187500 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -318182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -318185.093750 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -318185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -318188.781250 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -318188.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -318191.937500 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -318191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -318195.718750 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -318195.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -318196.875000 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -318196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -318197.468750 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -318197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -318197.531250 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -318197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -318198.750000 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -318198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -318199.656250 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -318199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -318200.718750 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -318200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -318202.000000 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -318202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -318202.343750 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -318202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -318202.437500 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -318202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -318202.531250 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -318202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -318202.812500 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -318202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -318203.375000 Penalty: 2658.695312
	Iteration 29Q: 3 clusters Score -318203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -318203.375000 Penalty: 2658.695312
	Iteration 30F: 3 clusters Score -318203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -76892.664062 Penalty: 1096.673462
	Iteration 0F: 2 clusters Score -76892.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75530.210938 Penalty: 2193.346924
	Iteration 0F: 3 clusters Score -75530.21 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75767.812500 Penalty: 2193.346924
	Iteration 1F: 3 clusters Score -75767.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75853.632812 Penalty: 2193.346924
	Iteration 2F: 3 clusters Score -75853.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75935.375000 Penalty: 2193.346924
	Iteration 3F: 3 clusters Score -75935.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76075.937500 Penalty: 2193.346924
	Iteration 4F: 3 clusters Score -76075.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76225.382812 Penalty: 2193.346924
	Iteration 5F: 3 clusters Score -76225.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76344.484375 Penalty: 2193.346924
	Iteration 6F: 3 clusters Score -76344.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76414.171875 Penalty: 2193.346924
	Iteration 7Q: 3 clusters Score -76414.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -76459.953125 Penalty: 2193.346924
	Iteration 8Q: 3 clusters Score -76459.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76499.828125 Penalty: 2193.346924
	Iteration 9Q: 3 clusters Score -76499.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76512.695312 Penalty: 2193.346924
	Iteration 10Q: 3 clusters Score -76512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -76523.203125 Penalty: 2193.346924
	Iteration 11Q: 3 clusters Score -76523.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76536.875000 Penalty: 2193.346924
	Iteration 12Q: 3 clusters Score -76536.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76544.078125 Penalty: 2193.346924
	Iteration 13Q: 3 clusters Score -76544.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76546.250000 Penalty: 2193.346924
	Iteration 14Q: 3 clusters Score -76546.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76546.250000 Penalty: 2193.346924
	Iteration 15F: 3 clusters Score -76546.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -151300.140625 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -151300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -149407.906250 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -149407.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -149929.718750 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -149929.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -150139.218750 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -150139.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -150257.953125 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -150258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -150359.609375 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -150359.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150449.593750 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -150449.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -150521.453125 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -150521.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -150576.500000 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -150576.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -150640.031250 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -150640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -150714.031250 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -150714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -150775.812500 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -150775.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -150823.609375 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -150823.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -150858.203125 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -150858.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -150873.625000 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -150873.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -150887.656250 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -150887.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -150901.437500 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -150901.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -150910.812500 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -150910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -150916.531250 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -150916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -150919.921875 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -150919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -150921.203125 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -150921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -150924.015625 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -150924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -150925.718750 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -150925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -150927.296875 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -150927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -150931.906250 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -150931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -150935.687500 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -150935.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150940.765625 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -150940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -150945.812500 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -150945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -150947.656250 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -150947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -150948.218750 Penalty: 2421.653564
	Iteration 28Q: 3 clusters Score -150948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -150948.218750 Penalty: 2421.653564
	Iteration 29F: 3 clusters Score -150948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -415922.125000 Penalty: 1368.145996
	Iteration 0F: 2 clusters Score -415922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -412235.125000 Penalty: 2736.291992
	Iteration 0F: 3 clusters Score -412235.1 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -413252.156250 Penalty: 2736.291992
	Iteration 1F: 3 clusters Score -413252.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -413475.343750 Penalty: 2736.291992
	Iteration 2F: 3 clusters Score -413475.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -413602.031250 Penalty: 2736.291992
	Iteration 3F: 3 clusters Score -413602 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -413686.093750 Penalty: 2736.291992
	Iteration 4Q: 3 clusters Score -413686.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -413762.562500 Penalty: 2736.291992
	Iteration 5Q: 3 clusters Score -413762.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -413837.437500 Penalty: 2736.291992
	Iteration 6Q: 3 clusters Score -413837.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -413929.562500 Penalty: 2736.291992
	Iteration 7Q: 3 clusters Score -413929.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -414024.000000 Penalty: 2736.291992
	Iteration 8Q: 3 clusters Score -414024 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -414113.562500 Penalty: 2736.291992
	Iteration 9Q: 3 clusters Score -414113.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -414217.437500 Penalty: 2736.291992
	Iteration 10Q: 3 clusters Score -414217.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -414301.875000 Penalty: 2736.291992
	Iteration 11Q: 3 clusters Score -414301.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -414396.500000 Penalty: 2736.291992
	Iteration 12Q: 3 clusters Score -414396.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -414472.812500 Penalty: 2736.291992
	Iteration 13Q: 3 clusters Score -414472.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -414534.062500 Penalty: 2736.291992
	Iteration 14Q: 3 clusters Score -414534.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -414589.906250 Penalty: 2736.291992
	Iteration 15Q: 3 clusters Score -414589.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -414634.468750 Penalty: 2736.291992
	Iteration 16Q: 3 clusters Score -414634.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -414660.625000 Penalty: 2736.291992
	Iteration 17Q: 3 clusters Score -414660.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -414672.937500 Penalty: 2736.291992
	Iteration 18Q: 3 clusters Score -414672.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -414680.062500 Penalty: 2736.291992
	Iteration 19Q: 3 clusters Score -414680.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -414687.031250 Penalty: 2736.291992
	Iteration 20F: 3 clusters Score -414687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -414692.656250 Penalty: 2736.291992
	Iteration 21Q: 3 clusters Score -414692.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -414698.562500 Penalty: 2736.291992
	Iteration 22Q: 3 clusters Score -414698.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -414705.968750 Penalty: 2736.291992
	Iteration 23Q: 3 clusters Score -414706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -414715.125000 Penalty: 2736.291992
	Iteration 24Q: 3 clusters Score -414715.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -414725.031250 Penalty: 2736.291992
	Iteration 25Q: 3 clusters Score -414725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -414733.812500 Penalty: 2736.291992
	Iteration 26Q: 3 clusters Score -414733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -414738.375000 Penalty: 2736.291992
	Iteration 27Q: 3 clusters Score -414738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -414743.406250 Penalty: 2736.291992
	Iteration 28Q: 3 clusters Score -414743.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -414750.250000 Penalty: 2736.291992
	Iteration 29Q: 3 clusters Score -414750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -414758.437500 Penalty: 2736.291992
	Iteration 30Q: 3 clusters Score -414758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -414762.343750 Penalty: 2736.291992
	Iteration 31Q: 3 clusters Score -414762.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -414767.437500 Penalty: 2736.291992
	Iteration 32Q: 3 clusters Score -414767.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -414770.750000 Penalty: 2736.291992
	Iteration 33Q: 3 clusters Score -414770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -414772.812500 Penalty: 2736.291992
	Iteration 34Q: 3 clusters Score -414772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -414774.750000 Penalty: 2736.291992
	Iteration 35Q: 3 clusters Score -414774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -414774.718750 Penalty: 2736.291992
	Iteration 36Q: 3 clusters Score -414774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -414774.718750 Penalty: 2736.291992
	Iteration 37F: 3 clusters Score -414774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -453729.281250 Penalty: 1382.213623
	Iteration 0F: 2 clusters Score -453729.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -449735.718750 Penalty: 2764.427246
	Iteration 0F: 3 clusters Score -449735.7 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -450838.406250 Penalty: 2764.427246
	Iteration 1F: 3 clusters Score -450838.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -451027.468750 Penalty: 2764.427246
	Iteration 2F: 3 clusters Score -451027.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -451165.312500 Penalty: 2764.427246
	Iteration 3F: 3 clusters Score -451165.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -451270.062500 Penalty: 2764.427246
	Iteration 4Q: 3 clusters Score -451270.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -451367.812500 Penalty: 2764.427246
	Iteration 5Q: 3 clusters Score -451367.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -451456.406250 Penalty: 2764.427246
	Iteration 6Q: 3 clusters Score -451456.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -451551.781250 Penalty: 2764.427246
	Iteration 7Q: 3 clusters Score -451551.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -451629.187500 Penalty: 2764.427246
	Iteration 8Q: 3 clusters Score -451629.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -451696.093750 Penalty: 2764.427246
	Iteration 9Q: 3 clusters Score -451696.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -451758.750000 Penalty: 2764.427246
	Iteration 10Q: 3 clusters Score -451758.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -451811.218750 Penalty: 2764.427246
	Iteration 11Q: 3 clusters Score -451811.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -451858.000000 Penalty: 2764.427246
	Iteration 12Q: 3 clusters Score -451858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -451904.250000 Penalty: 2764.427246
	Iteration 13Q: 3 clusters Score -451904.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -451950.218750 Penalty: 2764.427246
	Iteration 14Q: 3 clusters Score -451950.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -451994.687500 Penalty: 2764.427246
	Iteration 15Q: 3 clusters Score -451994.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -452040.781250 Penalty: 2764.427246
	Iteration 16Q: 3 clusters Score -452040.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -452073.062500 Penalty: 2764.427246
	Iteration 17Q: 3 clusters Score -452073.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -452100.343750 Penalty: 2764.427246
	Iteration 18Q: 3 clusters Score -452100.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -452126.906250 Penalty: 2764.427246
	Iteration 19Q: 3 clusters Score -452126.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -452154.343750 Penalty: 2764.427246
	Iteration 20F: 3 clusters Score -452154.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -452188.937500 Penalty: 2764.427246
	Iteration 21Q: 3 clusters Score -452188.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -452228.968750 Penalty: 2764.427246
	Iteration 22Q: 3 clusters Score -452229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -452259.281250 Penalty: 2764.427246
	Iteration 23Q: 3 clusters Score -452259.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -452286.281250 Penalty: 2764.427246
	Iteration 24Q: 3 clusters Score -452286.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -452309.156250 Penalty: 2764.427246
	Iteration 25Q: 3 clusters Score -452309.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -452326.843750 Penalty: 2764.427246
	Iteration 26Q: 3 clusters Score -452326.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -452349.750000 Penalty: 2764.427246
	Iteration 27Q: 3 clusters Score -452349.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -452367.625000 Penalty: 2764.427246
	Iteration 28Q: 3 clusters Score -452367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -452382.250000 Penalty: 2764.427246
	Iteration 29Q: 3 clusters Score -452382.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -452396.875000 Penalty: 2764.427246
	Iteration 30Q: 3 clusters Score -452396.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -452413.250000 Penalty: 2764.427246
	Iteration 31Q: 3 clusters Score -452413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -452422.531250 Penalty: 2764.427246
	Iteration 32Q: 3 clusters Score -452422.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -452427.312500 Penalty: 2764.427246
	Iteration 33Q: 3 clusters Score -452427.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -452430.000000 Penalty: 2764.427246
	Iteration 34Q: 3 clusters Score -452430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -452435.375000 Penalty: 2764.427246
	Iteration 35Q: 3 clusters Score -452435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -452445.000000 Penalty: 2764.427246
	Iteration 36Q: 3 clusters Score -452445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -452451.312500 Penalty: 2764.427246
	Iteration 37Q: 3 clusters Score -452451.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -452460.093750 Penalty: 2764.427246
	Iteration 38Q: 3 clusters Score -452460.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -452468.437500 Penalty: 2764.427246
	Iteration 39Q: 3 clusters Score -452468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -452474.718750 Penalty: 2764.427246
	Iteration 40F: 3 clusters Score -452474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -452480.375000 Penalty: 2764.427246
	Iteration 41Q: 3 clusters Score -452480.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -452486.218750 Penalty: 2764.427246
	Iteration 42Q: 3 clusters Score -452486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -452493.312500 Penalty: 2764.427246
	Iteration 43Q: 3 clusters Score -452493.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -452500.312500 Penalty: 2764.427246
	Iteration 44Q: 3 clusters Score -452500.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -452506.437500 Penalty: 2764.427246
	Iteration 45Q: 3 clusters Score -452506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -452512.000000 Penalty: 2764.427246
	Iteration 46Q: 3 clusters Score -452512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -452518.312500 Penalty: 2764.427246
	Iteration 47Q: 3 clusters Score -452518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -452523.875000 Penalty: 2764.427246
	Iteration 48Q: 3 clusters Score -452523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -452525.187500 Penalty: 2764.427246
	Iteration 49Q: 3 clusters Score -452525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -452528.218750 Penalty: 2764.427246
	Iteration 50Q: 3 clusters Score -452528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -452534.937500 Penalty: 2764.427246
	Iteration 51Q: 3 clusters Score -452534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -452536.375000 Penalty: 2764.427246
	Iteration 52Q: 3 clusters Score -452536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -452536.375000 Penalty: 2764.427246
	Iteration 53Q: 3 clusters Score -452536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -452538.250000 Penalty: 2764.427246
	Iteration 54Q: 3 clusters Score -452538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -452539.562500 Penalty: 2764.427246
	Iteration 55Q: 3 clusters Score -452539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -452541.031250 Penalty: 2764.427246
	Iteration 56Q: 3 clusters Score -452541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -452542.687500 Penalty: 2764.427246
	Iteration 57Q: 3 clusters Score -452542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -452544.000000 Penalty: 2764.427246
	Iteration 58Q: 3 clusters Score -452544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -452544.968750 Penalty: 2764.427246
	Iteration 59Q: 3 clusters Score -452545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -452544.968750 Penalty: 2764.427246
	Iteration 60F: 3 clusters Score -452545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (27804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Entering Unmasked Estep 
Score: -2737286.000000 Penalty: 1662.851929
	Iteration 0F: 2 clusters Score -2737286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2720043.750000 Penalty: 3325.703857
	Iteration 0F: 3 clusters Score -2720044 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2727008.000000 Penalty: 3325.703857
	Iteration 1F: 3 clusters Score -2727008 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2727409.750000 Penalty: 3325.703857
	Iteration 2Q: 3 clusters Score -2727410 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2727759.750000 Penalty: 3325.703857
	Iteration 3Q: 3 clusters Score -2727760 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2728103.250000 Penalty: 3325.703857
	Iteration 4Q: 3 clusters Score -2728103 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2728421.750000 Penalty: 3325.703857
	Iteration 5Q: 3 clusters Score -2728422 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2728777.750000 Penalty: 3325.703857
	Iteration 6Q: 3 clusters Score -2728778 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2729241.000000 Penalty: 3325.703857
	Iteration 7Q: 3 clusters Score -2729241 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2729965.000000 Penalty: 3325.703857
	Iteration 8Q: 3 clusters Score -2729965 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2731054.500000 Penalty: 3325.703857
	Iteration 9F: 3 clusters Score -2731054 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2732436.750000 Penalty: 3325.703857
	Iteration 10F: 3 clusters Score -2732437 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2733514.000000 Penalty: 3325.703857
	Iteration 11F: 3 clusters Score -2733514 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2734054.000000 Penalty: 3325.703857
	Iteration 12Q: 3 clusters Score -2734054 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2734383.750000 Penalty: 3325.703857
	Iteration 13Q: 3 clusters Score -2734384 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2734580.750000 Penalty: 3325.703857
	Iteration 14Q: 3 clusters Score -2734581 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2734757.250000 Penalty: 3325.703857
	Iteration 15Q: 3 clusters Score -2734757 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2734890.750000 Penalty: 3325.703857
	Iteration 16Q: 3 clusters Score -2734891 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2735012.750000 Penalty: 3325.703857
	Iteration 17Q: 3 clusters Score -2735013 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2735118.000000 Penalty: 3325.703857
	Iteration 18Q: 3 clusters Score -2735118 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2735198.500000 Penalty: 3325.703857
	Iteration 19Q: 3 clusters Score -2735198 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2735253.500000 Penalty: 3325.703857
	Iteration 20F: 3 clusters Score -2735254 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2735313.000000 Penalty: 3325.703857
	Iteration 21Q: 3 clusters Score -2735313 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2735398.250000 Penalty: 3325.703857
	Iteration 22Q: 3 clusters Score -2735398 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2735424.500000 Penalty: 3325.703857
	Iteration 23Q: 3 clusters Score -2735424 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2735446.250000 Penalty: 3325.703857
	Iteration 24Q: 3 clusters Score -2735446 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2735471.250000 Penalty: 3325.703857
	Iteration 25Q: 3 clusters Score -2735471 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2735481.000000 Penalty: 3325.703857
	Iteration 26Q: 3 clusters Score -2735481 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2735498.250000 Penalty: 3325.703857
	Iteration 27Q: 3 clusters Score -2735498 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2735505.250000 Penalty: 3325.703857
	Iteration 28Q: 3 clusters Score -2735505 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2735529.000000 Penalty: 3325.703857
	Iteration 29Q: 3 clusters Score -2735529 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2735539.750000 Penalty: 3325.703857
	Iteration 30Q: 3 clusters Score -2735540 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2735552.000000 Penalty: 3325.703857
	Iteration 31Q: 3 clusters Score -2735552 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2735559.250000 Penalty: 3325.703857
	Iteration 32Q: 3 clusters Score -2735559 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2735585.500000 Penalty: 3325.703857
	Iteration 33Q: 3 clusters Score -2735586 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2735600.750000 Penalty: 3325.703857
	Iteration 34Q: 3 clusters Score -2735601 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2735618.000000 Penalty: 3325.703857
	Iteration 35Q: 3 clusters Score -2735618 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2735623.000000 Penalty: 3325.703857
	Iteration 36Q: 3 clusters Score -2735623 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2735629.750000 Penalty: 3325.703857
	Iteration 37Q: 3 clusters Score -2735630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2735656.750000 Penalty: 3325.703857
	Iteration 38Q: 3 clusters Score -2735657 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2735669.500000 Penalty: 3325.703857
	Iteration 39Q: 3 clusters Score -2735670 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2735667.750000 Penalty: 3325.703857
	Iteration 40F: 3 clusters Score -2735668 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2735680.000000 Penalty: 3325.703857
	Iteration 41Q: 3 clusters Score -2735680 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2735699.750000 Penalty: 3325.703857
	Iteration 42Q: 3 clusters Score -2735700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2735723.750000 Penalty: 3325.703857
	Iteration 43Q: 3 clusters Score -2735724 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2735747.250000 Penalty: 3325.703857
	Iteration 44Q: 3 clusters Score -2735747 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2735767.000000 Penalty: 3325.703857
	Iteration 45Q: 3 clusters Score -2735767 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2735778.000000 Penalty: 3325.703857
	Iteration 46Q: 3 clusters Score -2735778 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2735795.750000 Penalty: 3325.703857
	Iteration 47Q: 3 clusters Score -2735796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2735817.250000 Penalty: 3325.703857
	Iteration 48Q: 3 clusters Score -2735817 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2735819.250000 Penalty: 3325.703857
	Iteration 49Q: 3 clusters Score -2735819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2735833.250000 Penalty: 3325.703857
	Iteration 50Q: 3 clusters Score -2735833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2735840.250000 Penalty: 3325.703857
	Iteration 51Q: 3 clusters Score -2735840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2735842.250000 Penalty: 3325.703857
	Iteration 52Q: 3 clusters Score -2735842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2735844.250000 Penalty: 3325.703857
	Iteration 53Q: 3 clusters Score -2735844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2735845.250000 Penalty: 3325.703857
	Iteration 54Q: 3 clusters Score -2735845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2735850.750000 Penalty: 3325.703857
	Iteration 55Q: 3 clusters Score -2735851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2735853.750000 Penalty: 3325.703857
	Iteration 56Q: 3 clusters Score -2735854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2735850.250000 Penalty: 3325.703857
	Iteration 57Q: 3 clusters Score -2735850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2735856.500000 Penalty: 3325.703857
	Iteration 58Q: 3 clusters Score -2735856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2735857.500000 Penalty: 3325.703857
	Iteration 59Q: 3 clusters Score -2735858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2735850.750000 Penalty: 3325.703857
	Iteration 60F: 3 clusters Score -2735851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2735852.250000 Penalty: 3325.703857
	Iteration 61Q: 3 clusters Score -2735852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2735855.500000 Penalty: 3325.703857
	Iteration 62Q: 3 clusters Score -2735856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2735855.500000 Penalty: 3325.703857
	Iteration 63Q: 3 clusters Score -2735856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2735857.000000 Penalty: 3325.703857
	Iteration 64Q: 3 clusters Score -2735857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2735860.000000 Penalty: 3325.703857
	Iteration 65Q: 3 clusters Score -2735860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2735861.500000 Penalty: 3325.703857
	Iteration 66Q: 3 clusters Score -2735862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2735863.250000 Penalty: 3325.703857
	Iteration 67Q: 3 clusters Score -2735863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2735865.500000 Penalty: 3325.703857
	Iteration 68Q: 3 clusters Score -2735866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2735865.500000 Penalty: 3325.703857
	Iteration 69F: 3 clusters Score -2735866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Entering Unmasked Estep 
Score: -431528.375000 Penalty: 1374.369141
	Iteration 0F: 2 clusters Score -431528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -427699.156250 Penalty: 2748.738281
	Iteration 0F: 3 clusters Score -427699.2 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -428818.843750 Penalty: 2748.738281
	Iteration 1F: 3 clusters Score -428818.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -429087.843750 Penalty: 2748.738281
	Iteration 2F: 3 clusters Score -429087.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -429347.187500 Penalty: 2748.738281
	Iteration 3F: 3 clusters Score -429347.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -429577.718750 Penalty: 2748.738281
	Iteration 4F: 3 clusters Score -429577.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -429799.562500 Penalty: 2748.738281
	Iteration 5F: 3 clusters Score -429799.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -429986.187500 Penalty: 2748.738281
	Iteration 6Q: 3 clusters Score -429986.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -430148.031250 Penalty: 2748.738281
	Iteration 7Q: 3 clusters Score -430148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -430260.625000 Penalty: 2748.738281
	Iteration 8Q: 3 clusters Score -430260.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -430357.562500 Penalty: 2748.738281
	Iteration 9Q: 3 clusters Score -430357.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -430444.968750 Penalty: 2748.738281
	Iteration 10Q: 3 clusters Score -430445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -430500.625000 Penalty: 2748.738281
	Iteration 11Q: 3 clusters Score -430500.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -430531.718750 Penalty: 2748.738281
	Iteration 12Q: 3 clusters Score -430531.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -430554.250000 Penalty: 2748.738281
	Iteration 13Q: 3 clusters Score -430554.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -430570.687500 Penalty: 2748.738281
	Iteration 14Q: 3 clusters Score -430570.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -430583.687500 Penalty: 2748.738281
	Iteration 15Q: 3 clusters Score -430583.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -430600.875000 Penalty: 2748.738281
	Iteration 16Q: 3 clusters Score -430600.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -430617.187500 Penalty: 2748.738281
	Iteration 17Q: 3 clusters Score -430617.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -430630.218750 Penalty: 2748.738281
	Iteration 18Q: 3 clusters Score -430630.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -430641.468750 Penalty: 2748.738281
	Iteration 19Q: 3 clusters Score -430641.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -430656.343750 Penalty: 2748.738281
	Iteration 20F: 3 clusters Score -430656.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -430668.656250 Penalty: 2748.738281
	Iteration 21Q: 3 clusters Score -430668.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -430678.562500 Penalty: 2748.738281
	Iteration 22Q: 3 clusters Score -430678.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -430688.750000 Penalty: 2748.738281
	Iteration 23Q: 3 clusters Score -430688.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -430697.843750 Penalty: 2748.738281
	Iteration 24Q: 3 clusters Score -430697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -430704.500000 Penalty: 2748.738281
	Iteration 25Q: 3 clusters Score -430704.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -430712.812500 Penalty: 2748.738281
	Iteration 26Q: 3 clusters Score -430712.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -430722.968750 Penalty: 2748.738281
	Iteration 27Q: 3 clusters Score -430723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -430731.531250 Penalty: 2748.738281
	Iteration 28Q: 3 clusters Score -430731.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -430736.468750 Penalty: 2748.738281
	Iteration 29Q: 3 clusters Score -430736.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -430740.218750 Penalty: 2748.738281
	Iteration 30Q: 3 clusters Score -430740.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -430743.375000 Penalty: 2748.738281
	Iteration 31Q: 3 clusters Score -430743.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -430746.562500 Penalty: 2748.738281
	Iteration 32Q: 3 clusters Score -430746.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -430749.687500 Penalty: 2748.738281
	Iteration 33Q: 3 clusters Score -430749.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -430757.218750 Penalty: 2748.738281
	Iteration 34Q: 3 clusters Score -430757.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -430762.062500 Penalty: 2748.738281
	Iteration 35Q: 3 clusters Score -430762.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -430766.468750 Penalty: 2748.738281
	Iteration 36Q: 3 clusters Score -430766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -430769.156250 Penalty: 2748.738281
	Iteration 37Q: 3 clusters Score -430769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -430775.125000 Penalty: 2748.738281
	Iteration 38Q: 3 clusters Score -430775.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -430779.312500 Penalty: 2748.738281
	Iteration 39Q: 3 clusters Score -430779.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -430781.250000 Penalty: 2748.738281
	Iteration 40F: 3 clusters Score -430781.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -430784.687500 Penalty: 2748.738281
	Iteration 41Q: 3 clusters Score -430784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -430785.500000 Penalty: 2748.738281
	Iteration 42Q: 3 clusters Score -430785.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -430788.031250 Penalty: 2748.738281
	Iteration 43Q: 3 clusters Score -430788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -430787.812500 Penalty: 2748.738281
	Iteration 44Q: 3 clusters Score -430787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -430789.187500 Penalty: 2748.738281
	Iteration 45Q: 3 clusters Score -430789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -430790.468750 Penalty: 2748.738281
	Iteration 46Q: 3 clusters Score -430790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -430791.625000 Penalty: 2748.738281
	Iteration 47Q: 3 clusters Score -430791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -430791.125000 Penalty: 2748.738281
	Iteration 48Q: 3 clusters Score -430791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -430790.875000 Penalty: 2748.738281
	Iteration 49Q: 3 clusters Score -430790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -430792.093750 Penalty: 2748.738281
	Iteration 50Q: 3 clusters Score -430792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -430792.093750 Penalty: 2748.738281
	Iteration 51F: 3 clusters Score -430792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35065 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23744 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49498 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18220 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22092 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19316 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 40203 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38020 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40616 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 30264 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4944 members 
Mstep: Class 46 contains 27804 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785004.000000 Penalty: 100859.070312
Iteration 399Q: 48 clusters Score -4.9785e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35073 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23747 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49503 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18221 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22075 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19309 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 39835 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38025 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40618 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 30638 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4948 members 
Mstep: Class 46 contains 27791 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785136.000000 Penalty: 100859.070312
Iteration 400F: 48 clusters Score -4.978514e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35081 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23751 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49483 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18221 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22063 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 39351 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38027 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40621 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 31147 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4945 members 
Mstep: Class 46 contains 27797 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785392.000000 Penalty: 100859.070312
Iteration 401Q: 48 clusters Score -4.978539e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23754 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49403 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18222 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22052 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 38812 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38029 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40624 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 31804 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4936 members 
Mstep: Class 46 contains 27799 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785848.000000 Penalty: 100859.070312
Iteration 402Q: 48 clusters Score -4.978585e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35082 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 23754 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49315 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22039 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19292 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 38198 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38040 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40629 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 32560 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4928 members 
Mstep: Class 46 contains 27780 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786336.000000 Penalty: 100859.070312
Iteration 403Q: 48 clusters Score -4.978634e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35084 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23749 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49224 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18223 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22015 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19292 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 37553 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38044 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40635 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 33368 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4921 members 
Mstep: Class 46 contains 27768 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786864.000000 Penalty: 100859.070312
Iteration 404Q: 48 clusters Score -4.978686e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3533 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35088 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 23747 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49167 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22009 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19288 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 36902 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38051 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40638 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 34147 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4905 members 
Mstep: Class 46 contains 27745 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787336.000000 Penalty: 100859.070312
Iteration 405Q: 48 clusters Score -4.978734e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35089 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 23754 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49095 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21987 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19288 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 36259 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38058 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40636 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 34947 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4891 members 
Mstep: Class 46 contains 27716 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787816.000000 Penalty: 100859.070312
Iteration 406Q: 48 clusters Score -4.978782e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35089 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 23773 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48960 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18225 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22001 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19291 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 35456 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38060 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40635 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 35903 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4880 members 
Mstep: Class 46 contains 27698 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788464.000000 Penalty: 100859.070312
Iteration 407Q: 48 clusters Score -4.978846e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35090 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 23794 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48909 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18225 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22025 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19297 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 34428 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38060 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40637 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 36906 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4869 members 
Mstep: Class 46 contains 27750 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788928.000000 Penalty: 100859.070312
Iteration 408Q: 48 clusters Score -4.978893e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35088 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 23825 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48911 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22013 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 33298 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38049 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40629 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 37930 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4871 members 
Mstep: Class 46 contains 27875 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788804.000000 Penalty: 100859.070312
Iteration 409Q: 48 clusters Score -4.97888e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35089 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 23846 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 48973 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22021 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 32199 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38043 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40626 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 38732 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4882 members 
Mstep: Class 46 contains 28080 members 
Mstep: Class 47 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787668.000000 Penalty: 100859.070312
Iteration 410Q: 48 clusters Score -4.978767e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35087 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 23855 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49012 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22072 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19309 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15982 members 
Mstep: Class 29 contains 31253 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38035 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40629 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 39312 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4891 members 
Mstep: Class 46 contains 28331 members 
Mstep: Class 47 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786720.000000 Penalty: 100859.070312
Iteration 411Q: 48 clusters Score -4.978672e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23865 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49037 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22139 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15988 members 
Mstep: Class 29 contains 30564 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38022 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40632 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 39637 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4899 members 
Mstep: Class 46 contains 28587 members 
Mstep: Class 47 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786360.000000 Penalty: 100859.070312
Iteration 412Q: 48 clusters Score -4.978636e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35084 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23874 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49103 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18225 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22191 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19307 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15992 members 
Mstep: Class 29 contains 30244 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38013 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40630 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 39569 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4909 members 
Mstep: Class 46 contains 28810 members 
Mstep: Class 47 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786216.000000 Penalty: 100859.070312
Iteration 413Q: 48 clusters Score -4.978622e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35083 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23872 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49179 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18228 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22233 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15994 members 
Mstep: Class 29 contains 30222 members 
Mstep: Class 30 contains 1651 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38003 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40628 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 39308 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4920 members 
Mstep: Class 46 contains 28952 members 
Mstep: Class 47 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786176.000000 Penalty: 100859.070312
Iteration 414Q: 48 clusters Score -4.978618e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3495 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35081 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 23879 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18228 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22250 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 7453 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15997 members 
Mstep: Class 29 contains 30498 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37072 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37995 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40630 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 38876 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4928 members 
Mstep: Class 46 contains 29013 members 
Mstep: Class 47 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786248.000000 Penalty: 100859.070312
Iteration 415Q: 48 clusters Score -4.978625e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35087 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23879 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 49278 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18229 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22246 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 7452 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15996 members 
Mstep: Class 29 contains 31012 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37979 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40625 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 38307 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4943 members 
Mstep: Class 46 contains 29021 members 
Mstep: Class 47 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786660.000000 Penalty: 100859.070312
Iteration 416Q: 48 clusters Score -4.978666e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35086 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 23880 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49299 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18229 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22222 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19298 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15993 members 
Mstep: Class 29 contains 31705 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 37969 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40625 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 37672 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1720 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4944 members 
Mstep: Class 46 contains 28980 members 
Mstep: Class 47 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787160.000000 Penalty: 100859.070312
Iteration 417Q: 48 clusters Score -4.978716e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35082 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 23876 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49271 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18230 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22212 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15992 members 
Mstep: Class 29 contains 32509 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 37954 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40624 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 37019 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1720 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4939 members 
Mstep: Class 46 contains 28875 members 
Mstep: Class 47 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787600.000000 Penalty: 100859.070312
Iteration 418Q: 48 clusters Score -4.97876e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 23869 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49215 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18232 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22176 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19290 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15990 members 
Mstep: Class 29 contains 33391 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 37964 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40625 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 36361 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1720 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4938 members 
Mstep: Class 46 contains 28756 members 
Mstep: Class 47 contains 4714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788016.000000 Penalty: 100859.070312
Iteration 419Q: 48 clusters Score -4.978802e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 23865 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 18467 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49188 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18233 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22146 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19285 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15985 members 
Mstep: Class 29 contains 34265 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 37969 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40623 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 35720 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1721 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4929 members 
Mstep: Class 46 contains 28611 members 
Mstep: Class 47 contains 4716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788444.000000 Penalty: 100859.070312
Iteration 420F: 48 clusters Score -4.978844e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35086 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 23869 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49105 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18233 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22136 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19279 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15985 members 
Mstep: Class 29 contains 35151 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 37986 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40622 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 35092 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4926 members 
Mstep: Class 46 contains 28434 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788692.000000 Penalty: 100859.070312
Iteration 421Q: 48 clusters Score -4.978869e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35091 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23870 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49036 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18234 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19272 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15982 members 
Mstep: Class 29 contains 36154 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38007 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 40623 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 34329 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1722 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4929 members 
Mstep: Class 46 contains 28248 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788960.000000 Penalty: 100859.070312
Iteration 422Q: 48 clusters Score -4.978896e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35092 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23861 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 18467 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48997 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18235 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22099 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19259 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15979 members 
Mstep: Class 29 contains 37283 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38018 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40626 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 33426 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4938 members 
Mstep: Class 46 contains 28088 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789084.000000 Penalty: 100859.070312
Iteration 423Q: 48 clusters Score -4.978908e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35090 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 23849 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49053 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18235 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22075 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19253 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15978 members 
Mstep: Class 29 contains 38392 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38025 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40628 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 32397 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4949 members 
Mstep: Class 46 contains 27973 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788524.000000 Penalty: 100859.070312
Iteration 424Q: 48 clusters Score -4.978852e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35089 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 23851 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49152 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18235 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22064 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19248 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 39315 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38026 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40630 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 31456 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4973 members 
Mstep: Class 46 contains 27867 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787312.000000 Penalty: 100859.070312
Iteration 425Q: 48 clusters Score -4.978731e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35093 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23849 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49258 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18234 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22049 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19245 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 40000 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38028 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40629 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 30694 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4993 members 
Mstep: Class 46 contains 27797 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786332.000000 Penalty: 100859.070312
Iteration 426Q: 48 clusters Score -4.978633e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35093 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23839 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49380 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18234 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22040 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19239 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 40342 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37067 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38032 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40631 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8288 members 
Mstep: Class 40 contains 30242 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5007 members 
Mstep: Class 46 contains 27753 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785524.000000 Penalty: 100859.070312
Iteration 427Q: 48 clusters Score -4.978552e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35096 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23843 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49532 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18234 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22025 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19231 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 40358 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37067 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38028 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40631 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 30108 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5016 members 
Mstep: Class 46 contains 27712 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785116.000000 Penalty: 100859.070312
Iteration 428Q: 48 clusters Score -4.978512e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35099 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23841 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49566 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18235 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22003 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19224 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15973 members 
Mstep: Class 29 contains 40169 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37067 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38026 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40632 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 30294 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5013 members 
Mstep: Class 46 contains 27704 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784984.000000 Penalty: 100859.070312
Iteration 429Q: 48 clusters Score -4.978498e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3624 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35102 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23846 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49574 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18235 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21985 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19217 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 39775 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37067 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38034 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40637 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 30697 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5014 members 
Mstep: Class 46 contains 27689 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785040.000000 Penalty: 100859.070312
Iteration 430Q: 48 clusters Score -4.978504e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35102 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23856 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49543 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18237 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21967 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19218 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 39266 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37067 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38043 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40638 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 31265 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5004 members 
Mstep: Class 46 contains 27671 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785304.000000 Penalty: 100859.070312
Iteration 431Q: 48 clusters Score -4.97853e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3598 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35104 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23864 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49472 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18239 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21952 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19212 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 38698 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37066 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38043 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40640 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 31954 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4998 members 
Mstep: Class 46 contains 27662 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785820.000000 Penalty: 100859.070312
Iteration 432Q: 48 clusters Score -4.978582e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35106 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23867 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49388 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18239 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21940 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19211 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 38068 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37066 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38044 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40646 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 32719 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4986 members 
Mstep: Class 46 contains 27649 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786428.000000 Penalty: 100859.070312
Iteration 433Q: 48 clusters Score -4.978643e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35108 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23867 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49297 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18239 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21925 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19205 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 37419 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37067 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38043 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40650 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 33528 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4976 members 
Mstep: Class 46 contains 27637 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786844.000000 Penalty: 100859.070312
Iteration 434Q: 48 clusters Score -4.978684e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35108 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23869 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18239 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21906 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19200 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 36805 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38048 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40653 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8286 members 
Mstep: Class 40 contains 34294 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4956 members 
Mstep: Class 46 contains 27620 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787308.000000 Penalty: 100859.070312
Iteration 435Q: 48 clusters Score -4.978731e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35107 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23880 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49130 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18240 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21890 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19208 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 36152 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38053 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40653 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8285 members 
Mstep: Class 40 contains 35090 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4940 members 
Mstep: Class 46 contains 27600 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787724.000000 Penalty: 100859.070312
Iteration 436Q: 48 clusters Score -4.978772e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35105 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23895 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49026 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18240 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21901 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19217 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 35320 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38054 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40652 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 36038 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4925 members 
Mstep: Class 46 contains 27597 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788428.000000 Penalty: 100859.070312
Iteration 437Q: 48 clusters Score -4.978843e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35109 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23917 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48951 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18241 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21921 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19229 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 34337 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38050 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40647 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 37029 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4911 members 
Mstep: Class 46 contains 27660 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788984.000000 Penalty: 100859.070312
Iteration 438Q: 48 clusters Score -4.978898e+07 nChanged 2283
Entering ConstructFrom: 
Score: -49788984.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (19355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Entering Unmasked Estep 
Score: -1856979.250000 Penalty: 1603.989624
	Iteration 0F: 2 clusters Score -1856979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1843663.125000 Penalty: 3207.979248
	Iteration 0F: 3 clusters Score -1843663 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1848594.875000 Penalty: 3207.979248
	Iteration 1F: 3 clusters Score -1848595 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1849029.375000 Penalty: 3207.979248
	Iteration 2F: 3 clusters Score -1849029 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1849482.750000 Penalty: 3207.979248
	Iteration 3F: 3 clusters Score -1849483 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1850008.250000 Penalty: 3207.979248
	Iteration 4F: 3 clusters Score -1850008 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1850616.125000 Penalty: 3207.979248
	Iteration 5F: 3 clusters Score -1850616 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1851366.625000 Penalty: 3207.979248
	Iteration 6F: 3 clusters Score -1851367 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1852297.875000 Penalty: 3207.979248
	Iteration 7F: 3 clusters Score -1852298 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1853271.875000 Penalty: 3207.979248
	Iteration 8F: 3 clusters Score -1853272 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1854150.500000 Penalty: 3207.979248
	Iteration 9F: 3 clusters Score -1854150 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1854833.375000 Penalty: 3207.979248
	Iteration 10Q: 3 clusters Score -1854833 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1855186.750000 Penalty: 3207.979248
	Iteration 11Q: 3 clusters Score -1855187 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1855361.375000 Penalty: 3207.979248
	Iteration 12Q: 3 clusters Score -1855361 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1855468.250000 Penalty: 3207.979248
	Iteration 13Q: 3 clusters Score -1855468 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1855534.000000 Penalty: 3207.979248
	Iteration 14Q: 3 clusters Score -1855534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1855568.250000 Penalty: 3207.979248
	Iteration 15Q: 3 clusters Score -1855568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1855600.000000 Penalty: 3207.979248
	Iteration 16Q: 3 clusters Score -1855600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1855619.500000 Penalty: 3207.979248
	Iteration 17Q: 3 clusters Score -1855620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1855632.375000 Penalty: 3207.979248
	Iteration 18Q: 3 clusters Score -1855632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1855643.500000 Penalty: 3207.979248
	Iteration 19Q: 3 clusters Score -1855644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1855659.625000 Penalty: 3207.979248
	Iteration 20F: 3 clusters Score -1855660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1855668.375000 Penalty: 3207.979248
	Iteration 21Q: 3 clusters Score -1855668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1855673.875000 Penalty: 3207.979248
	Iteration 22Q: 3 clusters Score -1855674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1855677.625000 Penalty: 3207.979248
	Iteration 23Q: 3 clusters Score -1855678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1855679.750000 Penalty: 3207.979248
	Iteration 24Q: 3 clusters Score -1855680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1855684.250000 Penalty: 3207.979248
	Iteration 25Q: 3 clusters Score -1855684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1855690.000000 Penalty: 3207.979248
	Iteration 26Q: 3 clusters Score -1855690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1855696.375000 Penalty: 3207.979248
	Iteration 27Q: 3 clusters Score -1855696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1855699.125000 Penalty: 3207.979248
	Iteration 28Q: 3 clusters Score -1855699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1855703.250000 Penalty: 3207.979248
	Iteration 29Q: 3 clusters Score -1855703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1855709.625000 Penalty: 3207.979248
	Iteration 30Q: 3 clusters Score -1855710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1855712.250000 Penalty: 3207.979248
	Iteration 31Q: 3 clusters Score -1855712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1855710.625000 Penalty: 3207.979248
	Iteration 32Q: 3 clusters Score -1855711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1855710.875000 Penalty: 3207.979248
	Iteration 33Q: 3 clusters Score -1855711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1855713.000000 Penalty: 3207.979248
	Iteration 34Q: 3 clusters Score -1855713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1855714.250000 Penalty: 3207.979248
	Iteration 35Q: 3 clusters Score -1855714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1855714.750000 Penalty: 3207.979248
	Iteration 36Q: 3 clusters Score -1855715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1855712.250000 Penalty: 3207.979248
	Iteration 37Q: 3 clusters Score -1855712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1855715.750000 Penalty: 3207.979248
	Iteration 38Q: 3 clusters Score -1855716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1855716.625000 Penalty: 3207.979248
	Iteration 39Q: 3 clusters Score -1855717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1855718.000000 Penalty: 3207.979248
	Iteration 40F: 3 clusters Score -1855718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1855717.625000 Penalty: 3207.979248
	Iteration 41Q: 3 clusters Score -1855718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1855719.000000 Penalty: 3207.979248
	Iteration 42Q: 3 clusters Score -1855719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1855721.500000 Penalty: 3207.979248
	Iteration 43Q: 3 clusters Score -1855722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1855722.750000 Penalty: 3207.979248
	Iteration 44Q: 3 clusters Score -1855723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1855721.125000 Penalty: 3207.979248
	Iteration 45Q: 3 clusters Score -1855721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1855721.125000 Penalty: 3207.979248
	Iteration 46F: 3 clusters Score -1855721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -119586.335938 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -119586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -117955.476562 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -117955.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118292.601562 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -118292.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118393.640625 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -118393.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118455.601562 Penalty: 2331.038086
	Iteration 3Q: 3 clusters Score -118455.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118505.234375 Penalty: 2331.038086
	Iteration 4Q: 3 clusters Score -118505.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118550.148438 Penalty: 2331.038086
	Iteration 5Q: 3 clusters Score -118550.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118594.148438 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -118594.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118629.320312 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -118629.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118654.031250 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -118654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118679.000000 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -118679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118695.664062 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -118695.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118709.546875 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -118709.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118717.070312 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -118717.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118721.664062 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -118721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118722.718750 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -118722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -118726.828125 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -118726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118727.820312 Penalty: 2331.038086
	Iteration 16Q: 3 clusters Score -118727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118727.820312 Penalty: 2331.038086
	Iteration 17F: 3 clusters Score -118727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -180179.703125 Penalty: 1255.724487
	Iteration 0F: 2 clusters Score -180179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -177963.828125 Penalty: 2511.448975
	Iteration 0F: 3 clusters Score -177963.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -178573.515625 Penalty: 2511.448975
	Iteration 1F: 3 clusters Score -178573.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -178793.328125 Penalty: 2511.448975
	Iteration 2F: 3 clusters Score -178793.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -178985.500000 Penalty: 2511.448975
	Iteration 3F: 3 clusters Score -178985.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -179151.875000 Penalty: 2511.448975
	Iteration 4F: 3 clusters Score -179151.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -179275.187500 Penalty: 2511.448975
	Iteration 5F: 3 clusters Score -179275.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179398.109375 Penalty: 2511.448975
	Iteration 6Q: 3 clusters Score -179398.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -179527.531250 Penalty: 2511.448975
	Iteration 7Q: 3 clusters Score -179527.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -179621.921875 Penalty: 2511.448975
	Iteration 8Q: 3 clusters Score -179621.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -179703.828125 Penalty: 2511.448975
	Iteration 9Q: 3 clusters Score -179703.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -179789.406250 Penalty: 2511.448975
	Iteration 10Q: 3 clusters Score -179789.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -179861.718750 Penalty: 2511.448975
	Iteration 11Q: 3 clusters Score -179861.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -179916.843750 Penalty: 2511.448975
	Iteration 12Q: 3 clusters Score -179916.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -179979.359375 Penalty: 2511.448975
	Iteration 13Q: 3 clusters Score -179979.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180042.468750 Penalty: 2511.448975
	Iteration 14Q: 3 clusters Score -180042.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -180080.968750 Penalty: 2511.448975
	Iteration 15Q: 3 clusters Score -180081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -180107.828125 Penalty: 2511.448975
	Iteration 16Q: 3 clusters Score -180107.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -180133.546875 Penalty: 2511.448975
	Iteration 17Q: 3 clusters Score -180133.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -180161.406250 Penalty: 2511.448975
	Iteration 18Q: 3 clusters Score -180161.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -180179.125000 Penalty: 2511.448975
	Iteration 19Q: 3 clusters Score -180179.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -180193.859375 Penalty: 2511.448975
	Iteration 20F: 3 clusters Score -180193.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -180196.515625 Penalty: 2511.448975
	Iteration 21Q: 3 clusters Score -180196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180196.859375 Penalty: 2511.448975
	Iteration 22Q: 3 clusters Score -180196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180196.859375 Penalty: 2511.448975
	Iteration 23F: 3 clusters Score -180196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35108 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23936 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48959 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18241 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21926 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19228 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15977 members 
Mstep: Class 29 contains 33258 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37072 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38043 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40637 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 37977 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4910 members 
Mstep: Class 46 contains 27801 members 
Mstep: Class 47 contains 4719 members 
Mstep: Class 48 contains 985 members 
Entering Unmasked Estep 
Score: -49787444.000000 Penalty: 103005.007812
Splitting cluster 3 changes total score from -49788984.000000 to -49787444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -321031.031250 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -321031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -318026.156250 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -318026.2 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -318699.218750 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -318699.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -318836.093750 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -318836.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -318945.437500 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -318945.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -319043.625000 Penalty: 2645.791992
	Iteration 4Q: 3 clusters Score -319043.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -319133.843750 Penalty: 2645.791992
	Iteration 5Q: 3 clusters Score -319133.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -319202.343750 Penalty: 2645.791992
	Iteration 6Q: 3 clusters Score -319202.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -319259.812500 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -319259.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -319314.968750 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -319315 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319376.281250 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -319376.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -319465.562500 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -319465.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -319534.437500 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -319534.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -319582.312500 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -319582.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -319626.312500 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -319626.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -319670.125000 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -319670.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -319707.718750 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -319707.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -319741.718750 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -319741.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -319772.718750 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -319772.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -319795.750000 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -319795.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -319812.531250 Penalty: 2645.791992
	Iteration 19Q: 3 clusters Score -319812.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -319824.843750 Penalty: 2645.791992
	Iteration 20F: 3 clusters Score -319824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -319828.281250 Penalty: 2645.791992
	Iteration 21Q: 3 clusters Score -319828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -319832.375000 Penalty: 2645.791992
	Iteration 22Q: 3 clusters Score -319832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -319835.468750 Penalty: 2645.791992
	Iteration 23Q: 3 clusters Score -319835.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -319836.593750 Penalty: 2645.791992
	Iteration 24Q: 3 clusters Score -319836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -319836.937500 Penalty: 2645.791992
	Iteration 25Q: 3 clusters Score -319836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -319838.343750 Penalty: 2645.791992
	Iteration 26Q: 3 clusters Score -319838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -319839.093750 Penalty: 2645.791992
	Iteration 27Q: 3 clusters Score -319839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -319839.093750 Penalty: 2645.791992
	Iteration 28Q: 3 clusters Score -319839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -319839.875000 Penalty: 2645.791992
	Iteration 29Q: 3 clusters Score -319839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -319840.218750 Penalty: 2645.791992
	Iteration 30Q: 3 clusters Score -319840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -319840.218750 Penalty: 2645.791992
	Iteration 31F: 3 clusters Score -319840.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -184375.703125 Penalty: 1238.364624
	Iteration 0F: 2 clusters Score -184375.7 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 1033 members 
Entering Unmasked Estep 
Score: -182315.078125 Penalty: 2476.729248
	Iteration 0F: 3 clusters Score -182315.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -182879.859375 Penalty: 2476.729248
	Iteration 1F: 3 clusters Score -182879.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -183045.812500 Penalty: 2476.729248
	Iteration 2F: 3 clusters Score -183045.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -183173.093750 Penalty: 2476.729248
	Iteration 3F: 3 clusters Score -183173.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -183261.500000 Penalty: 2476.729248
	Iteration 4Q: 3 clusters Score -183261.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -183334.359375 Penalty: 2476.729248
	Iteration 5Q: 3 clusters Score -183334.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -183394.062500 Penalty: 2476.729248
	Iteration 6Q: 3 clusters Score -183394.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -183445.046875 Penalty: 2476.729248
	Iteration 7Q: 3 clusters Score -183445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -183482.062500 Penalty: 2476.729248
	Iteration 8Q: 3 clusters Score -183482.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -183517.140625 Penalty: 2476.729248
	Iteration 9Q: 3 clusters Score -183517.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -183540.781250 Penalty: 2476.729248
	Iteration 10Q: 3 clusters Score -183540.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -183560.281250 Penalty: 2476.729248
	Iteration 11Q: 3 clusters Score -183560.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -183571.531250 Penalty: 2476.729248
	Iteration 12Q: 3 clusters Score -183571.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -183584.484375 Penalty: 2476.729248
	Iteration 13Q: 3 clusters Score -183584.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -183594.843750 Penalty: 2476.729248
	Iteration 14Q: 3 clusters Score -183594.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -183602.312500 Penalty: 2476.729248
	Iteration 15Q: 3 clusters Score -183602.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -183609.031250 Penalty: 2476.729248
	Iteration 16Q: 3 clusters Score -183609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -183615.453125 Penalty: 2476.729248
	Iteration 17Q: 3 clusters Score -183615.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -183617.453125 Penalty: 2476.729248
	Iteration 18Q: 3 clusters Score -183617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -183619.156250 Penalty: 2476.729248
	Iteration 19Q: 3 clusters Score -183619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -183620.828125 Penalty: 2476.729248
	Iteration 20F: 3 clusters Score -183620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -183624.890625 Penalty: 2476.729248
	Iteration 21Q: 3 clusters Score -183624.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -183630.296875 Penalty: 2476.729248
	Iteration 22Q: 3 clusters Score -183630.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -183638.593750 Penalty: 2476.729248
	Iteration 23Q: 3 clusters Score -183638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -183645.093750 Penalty: 2476.729248
	Iteration 24Q: 3 clusters Score -183645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -183649.734375 Penalty: 2476.729248
	Iteration 25Q: 3 clusters Score -183649.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -183653.390625 Penalty: 2476.729248
	Iteration 26Q: 3 clusters Score -183653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -183657.812500 Penalty: 2476.729248
	Iteration 27Q: 3 clusters Score -183657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -183664.156250 Penalty: 2476.729248
	Iteration 28Q: 3 clusters Score -183664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -183668.734375 Penalty: 2476.729248
	Iteration 29Q: 3 clusters Score -183668.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -183672.062500 Penalty: 2476.729248
	Iteration 30Q: 3 clusters Score -183672.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -183677.718750 Penalty: 2476.729248
	Iteration 31Q: 3 clusters Score -183677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -183683.187500 Penalty: 2476.729248
	Iteration 32Q: 3 clusters Score -183683.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -183689.796875 Penalty: 2476.729248
	Iteration 33Q: 3 clusters Score -183689.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -183696.562500 Penalty: 2476.729248
	Iteration 34Q: 3 clusters Score -183696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -183703.703125 Penalty: 2476.729248
	Iteration 35Q: 3 clusters Score -183703.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -183709.140625 Penalty: 2476.729248
	Iteration 36Q: 3 clusters Score -183709.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -183714.843750 Penalty: 2476.729248
	Iteration 37Q: 3 clusters Score -183714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -183722.203125 Penalty: 2476.729248
	Iteration 38Q: 3 clusters Score -183722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -183735.250000 Penalty: 2476.729248
	Iteration 39Q: 3 clusters Score -183735.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -183758.687500 Penalty: 2476.729248
	Iteration 40F: 3 clusters Score -183758.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -183786.968750 Penalty: 2476.729248
	Iteration 41Q: 3 clusters Score -183787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -183815.453125 Penalty: 2476.729248
	Iteration 42Q: 3 clusters Score -183815.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -183858.015625 Penalty: 2476.729248
	Iteration 43Q: 3 clusters Score -183858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -183894.515625 Penalty: 2476.729248
	Iteration 44Q: 3 clusters Score -183894.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -183933.906250 Penalty: 2476.729248
	Iteration 45Q: 3 clusters Score -183933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -183961.531250 Penalty: 2476.729248
	Iteration 46Q: 3 clusters Score -183961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -183976.390625 Penalty: 2476.729248
	Iteration 47Q: 3 clusters Score -183976.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -183987.109375 Penalty: 2476.729248
	Iteration 48Q: 3 clusters Score -183987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -183998.968750 Penalty: 2476.729248
	Iteration 49Q: 3 clusters Score -183999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -184006.250000 Penalty: 2476.729248
	Iteration 50Q: 3 clusters Score -184006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -184007.296875 Penalty: 2476.729248
	Iteration 51Q: 3 clusters Score -184007.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -184007.296875 Penalty: 2476.729248
	Iteration 52F: 3 clusters Score -184007.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -435558.468750 Penalty: 1378.893188
	Iteration 0F: 2 clusters Score -435558.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -431674.875000 Penalty: 2757.786377
	Iteration 0F: 3 clusters Score -431674.9 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -432803.750000 Penalty: 2757.786377
	Iteration 1F: 3 clusters Score -432803.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -433012.593750 Penalty: 2757.786377
	Iteration 2F: 3 clusters Score -433012.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -433173.968750 Penalty: 2757.786377
	Iteration 3F: 3 clusters Score -433174 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -433318.562500 Penalty: 2757.786377
	Iteration 4Q: 3 clusters Score -433318.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -433451.156250 Penalty: 2757.786377
	Iteration 5Q: 3 clusters Score -433451.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -433564.625000 Penalty: 2757.786377
	Iteration 6Q: 3 clusters Score -433564.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -433664.718750 Penalty: 2757.786377
	Iteration 7Q: 3 clusters Score -433664.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -433756.843750 Penalty: 2757.786377
	Iteration 8Q: 3 clusters Score -433756.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -433833.656250 Penalty: 2757.786377
	Iteration 9Q: 3 clusters Score -433833.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -433898.937500 Penalty: 2757.786377
	Iteration 10Q: 3 clusters Score -433898.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -433953.187500 Penalty: 2757.786377
	Iteration 11Q: 3 clusters Score -433953.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -434020.625000 Penalty: 2757.786377
	Iteration 12Q: 3 clusters Score -434020.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -434087.468750 Penalty: 2757.786377
	Iteration 13Q: 3 clusters Score -434087.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -434131.718750 Penalty: 2757.786377
	Iteration 14Q: 3 clusters Score -434131.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -434174.968750 Penalty: 2757.786377
	Iteration 15Q: 3 clusters Score -434175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -434226.781250 Penalty: 2757.786377
	Iteration 16Q: 3 clusters Score -434226.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -434266.968750 Penalty: 2757.786377
	Iteration 17Q: 3 clusters Score -434267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -434285.937500 Penalty: 2757.786377
	Iteration 18Q: 3 clusters Score -434285.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -434310.187500 Penalty: 2757.786377
	Iteration 19Q: 3 clusters Score -434310.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -434327.812500 Penalty: 2757.786377
	Iteration 20F: 3 clusters Score -434327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -434338.187500 Penalty: 2757.786377
	Iteration 21Q: 3 clusters Score -434338.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -434344.156250 Penalty: 2757.786377
	Iteration 22Q: 3 clusters Score -434344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -434349.968750 Penalty: 2757.786377
	Iteration 23Q: 3 clusters Score -434350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -434355.375000 Penalty: 2757.786377
	Iteration 24Q: 3 clusters Score -434355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -434364.250000 Penalty: 2757.786377
	Iteration 25Q: 3 clusters Score -434364.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -434372.968750 Penalty: 2757.786377
	Iteration 26Q: 3 clusters Score -434373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -434381.093750 Penalty: 2757.786377
	Iteration 27Q: 3 clusters Score -434381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -434385.875000 Penalty: 2757.786377
	Iteration 28Q: 3 clusters Score -434385.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -434390.687500 Penalty: 2757.786377
	Iteration 29Q: 3 clusters Score -434390.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -434392.031250 Penalty: 2757.786377
	Iteration 30Q: 3 clusters Score -434392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -434394.031250 Penalty: 2757.786377
	Iteration 31Q: 3 clusters Score -434394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -434395.062500 Penalty: 2757.786377
	Iteration 32Q: 3 clusters Score -434395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -434395.062500 Penalty: 2757.786377
	Iteration 33F: 3 clusters Score -434395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -166658.562500 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -166658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -164632.906250 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -164632.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -165031.281250 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -165031.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165149.453125 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -165149.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -165250.140625 Penalty: 2448.450439
	Iteration 3F: 3 clusters Score -165250.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -165342.984375 Penalty: 2448.450439
	Iteration 4F: 3 clusters Score -165343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -165441.453125 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -165441.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -165520.312500 Penalty: 2448.450439
	Iteration 6F: 3 clusters Score -165520.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -165576.343750 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -165576.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -165626.562500 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -165626.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -165662.750000 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -165662.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -165703.906250 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -165703.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -165738.625000 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -165738.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -165765.515625 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -165765.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -165792.500000 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -165792.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -165819.078125 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -165819.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -165850.421875 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -165850.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -165897.359375 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -165897.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -165939.031250 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -165939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -165961.296875 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -165961.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -165974.687500 Penalty: 2448.450439
	Iteration 19Q: 3 clusters Score -165974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -165979.953125 Penalty: 2448.450439
	Iteration 20F: 3 clusters Score -165980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -165983.437500 Penalty: 2448.450439
	Iteration 21Q: 3 clusters Score -165983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -165987.234375 Penalty: 2448.450439
	Iteration 22Q: 3 clusters Score -165987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -165989.468750 Penalty: 2448.450439
	Iteration 23Q: 3 clusters Score -165989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -165992.046875 Penalty: 2448.450439
	Iteration 24Q: 3 clusters Score -165992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -165993.078125 Penalty: 2448.450439
	Iteration 25Q: 3 clusters Score -165993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -165993.078125 Penalty: 2448.450439
	Iteration 26F: 3 clusters Score -165993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Entering Unmasked Estep 
Score: -3455533.500000 Penalty: 1700.755005
	Iteration 0F: 2 clusters Score -3455534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3433079.250000 Penalty: 3401.510010
	Iteration 0F: 3 clusters Score -3433079 nChanged 16293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3442067.000000 Penalty: 3401.510010
	Iteration 1F: 3 clusters Score -3442067 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3442474.250000 Penalty: 3401.510010
	Iteration 2Q: 3 clusters Score -3442474 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3442972.500000 Penalty: 3401.510010
	Iteration 3Q: 3 clusters Score -3442972 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3443671.250000 Penalty: 3401.510010
	Iteration 4Q: 3 clusters Score -3443671 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3444723.250000 Penalty: 3401.510010
	Iteration 5F: 3 clusters Score -3444723 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3446232.750000 Penalty: 3401.510010
	Iteration 6F: 3 clusters Score -3446233 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3448078.250000 Penalty: 3401.510010
	Iteration 7F: 3 clusters Score -3448078 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3449976.250000 Penalty: 3401.510010
	Iteration 8F: 3 clusters Score -3449976 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3451730.000000 Penalty: 3401.510010
	Iteration 9F: 3 clusters Score -3451730 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3452985.000000 Penalty: 3401.510010
	Iteration 10Q: 3 clusters Score -3452985 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3453783.000000 Penalty: 3401.510010
	Iteration 11Q: 3 clusters Score -3453783 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3454220.750000 Penalty: 3401.510010
	Iteration 12Q: 3 clusters Score -3454221 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3454340.250000 Penalty: 3401.510010
	Iteration 13Q: 3 clusters Score -3454340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3454380.750000 Penalty: 3401.510010
	Iteration 14Q: 3 clusters Score -3454381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3454409.500000 Penalty: 3401.510010
	Iteration 15Q: 3 clusters Score -3454410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3454430.500000 Penalty: 3401.510010
	Iteration 16Q: 3 clusters Score -3454430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3454428.750000 Penalty: 3401.510010
	Iteration 17Q: 3 clusters Score -3454429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3454449.750000 Penalty: 3401.510010
	Iteration 18Q: 3 clusters Score -3454450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3454449.000000 Penalty: 3401.510010
	Iteration 19Q: 3 clusters Score -3454449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3454457.750000 Penalty: 3401.510010
	Iteration 20F: 3 clusters Score -3454458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3454463.500000 Penalty: 3401.510010
	Iteration 21Q: 3 clusters Score -3454464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3454459.250000 Penalty: 3401.510010
	Iteration 22Q: 3 clusters Score -3454459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3454464.500000 Penalty: 3401.510010
	Iteration 23Q: 3 clusters Score -3454464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3454462.500000 Penalty: 3401.510010
	Iteration 24Q: 3 clusters Score -3454462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3454464.500000 Penalty: 3401.510010
	Iteration 25Q: 3 clusters Score -3454464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3454461.500000 Penalty: 3401.510010
	Iteration 26Q: 3 clusters Score -3454462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3454459.500000 Penalty: 3401.510010
	Iteration 27Q: 3 clusters Score -3454460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3454457.250000 Penalty: 3401.510010
	Iteration 28Q: 3 clusters Score -3454457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3454457.750000 Penalty: 3401.510010
	Iteration 29Q: 3 clusters Score -3454458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3454461.750000 Penalty: 3401.510010
	Iteration 30Q: 3 clusters Score -3454462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3454461.750000 Penalty: 3401.510010
	Iteration 31F: 3 clusters Score -3454462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -542338.687500 Penalty: 1406.444092
	Iteration 0F: 2 clusters Score -542338.7 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 2928 members 
Entering Unmasked Estep 
Score: -537868.312500 Penalty: 2812.888184
	Iteration 0F: 3 clusters Score -537868.3 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -539184.312500 Penalty: 2812.888184
	Iteration 1F: 3 clusters Score -539184.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -539354.937500 Penalty: 2812.888184
	Iteration 2F: 3 clusters Score -539354.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -539464.375000 Penalty: 2812.888184
	Iteration 3Q: 3 clusters Score -539464.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -539545.812500 Penalty: 2812.888184
	Iteration 4Q: 3 clusters Score -539545.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -539610.437500 Penalty: 2812.888184
	Iteration 5Q: 3 clusters Score -539610.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -539665.937500 Penalty: 2812.888184
	Iteration 6Q: 3 clusters Score -539665.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -539748.250000 Penalty: 2812.888184
	Iteration 7Q: 3 clusters Score -539748.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -539837.062500 Penalty: 2812.888184
	Iteration 8Q: 3 clusters Score -539837.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -539943.687500 Penalty: 2812.888184
	Iteration 9Q: 3 clusters Score -539943.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -540073.937500 Penalty: 2812.888184
	Iteration 10Q: 3 clusters Score -540073.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -540217.750000 Penalty: 2812.888184
	Iteration 11Q: 3 clusters Score -540217.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -540383.812500 Penalty: 2812.888184
	Iteration 12Q: 3 clusters Score -540383.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -540549.062500 Penalty: 2812.888184
	Iteration 13Q: 3 clusters Score -540549.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -540717.437500 Penalty: 2812.888184
	Iteration 14Q: 3 clusters Score -540717.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -540846.500000 Penalty: 2812.888184
	Iteration 15Q: 3 clusters Score -540846.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -540930.500000 Penalty: 2812.888184
	Iteration 16Q: 3 clusters Score -540930.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -540985.000000 Penalty: 2812.888184
	Iteration 17Q: 3 clusters Score -540985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -541026.812500 Penalty: 2812.888184
	Iteration 18Q: 3 clusters Score -541026.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -541061.250000 Penalty: 2812.888184
	Iteration 19Q: 3 clusters Score -541061.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -541086.937500 Penalty: 2812.888184
	Iteration 20F: 3 clusters Score -541086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -541107.500000 Penalty: 2812.888184
	Iteration 21Q: 3 clusters Score -541107.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -541119.750000 Penalty: 2812.888184
	Iteration 22Q: 3 clusters Score -541119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -541126.687500 Penalty: 2812.888184
	Iteration 23Q: 3 clusters Score -541126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -541131.625000 Penalty: 2812.888184
	Iteration 24Q: 3 clusters Score -541131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -541133.875000 Penalty: 2812.888184
	Iteration 25Q: 3 clusters Score -541133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -541136.250000 Penalty: 2812.888184
	Iteration 26Q: 3 clusters Score -541136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -541140.187500 Penalty: 2812.888184
	Iteration 27Q: 3 clusters Score -541140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -541144.750000 Penalty: 2812.888184
	Iteration 28Q: 3 clusters Score -541144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -541144.687500 Penalty: 2812.888184
	Iteration 29Q: 3 clusters Score -541144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -541144.687500 Penalty: 2812.888184
	Iteration 30F: 3 clusters Score -541144.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -228521.546875 Penalty: 1271.277344
	Iteration 0F: 2 clusters Score -228521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -226100.125000 Penalty: 2542.554688
	Iteration 0F: 3 clusters Score -226100.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -226648.812500 Penalty: 2542.554688
	Iteration 1F: 3 clusters Score -226648.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -226794.437500 Penalty: 2542.554688
	Iteration 2F: 3 clusters Score -226794.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -226915.234375 Penalty: 2542.554688
	Iteration 3F: 3 clusters Score -226915.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -226997.828125 Penalty: 2542.554688
	Iteration 4Q: 3 clusters Score -226997.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -227054.640625 Penalty: 2542.554688
	Iteration 5Q: 3 clusters Score -227054.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -227107.187500 Penalty: 2542.554688
	Iteration 6Q: 3 clusters Score -227107.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -227164.390625 Penalty: 2542.554688
	Iteration 7Q: 3 clusters Score -227164.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -227202.781250 Penalty: 2542.554688
	Iteration 8Q: 3 clusters Score -227202.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -227233.015625 Penalty: 2542.554688
	Iteration 9Q: 3 clusters Score -227233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -227271.312500 Penalty: 2542.554688
	Iteration 10Q: 3 clusters Score -227271.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -227309.640625 Penalty: 2542.554688
	Iteration 11Q: 3 clusters Score -227309.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -227346.125000 Penalty: 2542.554688
	Iteration 12Q: 3 clusters Score -227346.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -227379.406250 Penalty: 2542.554688
	Iteration 13Q: 3 clusters Score -227379.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -227404.921875 Penalty: 2542.554688
	Iteration 14Q: 3 clusters Score -227404.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -227429.890625 Penalty: 2542.554688
	Iteration 15Q: 3 clusters Score -227429.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -227463.921875 Penalty: 2542.554688
	Iteration 16Q: 3 clusters Score -227463.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -227498.906250 Penalty: 2542.554688
	Iteration 17Q: 3 clusters Score -227498.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -227519.578125 Penalty: 2542.554688
	Iteration 18Q: 3 clusters Score -227519.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -227543.671875 Penalty: 2542.554688
	Iteration 19Q: 3 clusters Score -227543.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -227566.453125 Penalty: 2542.554688
	Iteration 20F: 3 clusters Score -227566.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -227583.390625 Penalty: 2542.554688
	Iteration 21Q: 3 clusters Score -227583.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -227605.687500 Penalty: 2542.554688
	Iteration 22Q: 3 clusters Score -227605.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -227623.734375 Penalty: 2542.554688
	Iteration 23Q: 3 clusters Score -227623.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -227643.812500 Penalty: 2542.554688
	Iteration 24Q: 3 clusters Score -227643.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -227662.265625 Penalty: 2542.554688
	Iteration 25Q: 3 clusters Score -227662.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -227681.296875 Penalty: 2542.554688
	Iteration 26Q: 3 clusters Score -227681.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -227695.937500 Penalty: 2542.554688
	Iteration 27Q: 3 clusters Score -227695.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -227703.687500 Penalty: 2542.554688
	Iteration 28Q: 3 clusters Score -227703.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -227711.156250 Penalty: 2542.554688
	Iteration 29Q: 3 clusters Score -227711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -227716.812500 Penalty: 2542.554688
	Iteration 30Q: 3 clusters Score -227716.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -227723.312500 Penalty: 2542.554688
	Iteration 31Q: 3 clusters Score -227723.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -227728.031250 Penalty: 2542.554688
	Iteration 32Q: 3 clusters Score -227728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227731.953125 Penalty: 2542.554688
	Iteration 33Q: 3 clusters Score -227732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -227734.125000 Penalty: 2542.554688
	Iteration 34Q: 3 clusters Score -227734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -227735.921875 Penalty: 2542.554688
	Iteration 35Q: 3 clusters Score -227735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -227737.328125 Penalty: 2542.554688
	Iteration 36Q: 3 clusters Score -227737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -227738.671875 Penalty: 2542.554688
	Iteration 37Q: 3 clusters Score -227738.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -227738.968750 Penalty: 2542.554688
	Iteration 38Q: 3 clusters Score -227739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -227738.968750 Penalty: 2542.554688
	Iteration 39F: 3 clusters Score -227739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -551184.500000 Penalty: 1414.265869
	Iteration 0F: 2 clusters Score -551184.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -546523.000000 Penalty: 2828.531738
	Iteration 0F: 3 clusters Score -546523 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -547858.500000 Penalty: 2828.531738
	Iteration 1F: 3 clusters Score -547858.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -548047.500000 Penalty: 2828.531738
	Iteration 2F: 3 clusters Score -548047.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -548198.812500 Penalty: 2828.531738
	Iteration 3F: 3 clusters Score -548198.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -548342.500000 Penalty: 2828.531738
	Iteration 4Q: 3 clusters Score -548342.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -548479.125000 Penalty: 2828.531738
	Iteration 5Q: 3 clusters Score -548479.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -548610.375000 Penalty: 2828.531738
	Iteration 6Q: 3 clusters Score -548610.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -548769.187500 Penalty: 2828.531738
	Iteration 7Q: 3 clusters Score -548769.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -548915.312500 Penalty: 2828.531738
	Iteration 8Q: 3 clusters Score -548915.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -549072.500000 Penalty: 2828.531738
	Iteration 9Q: 3 clusters Score -549072.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -549230.125000 Penalty: 2828.531738
	Iteration 10Q: 3 clusters Score -549230.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -549365.687500 Penalty: 2828.531738
	Iteration 11Q: 3 clusters Score -549365.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -549475.125000 Penalty: 2828.531738
	Iteration 12Q: 3 clusters Score -549475.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -549564.125000 Penalty: 2828.531738
	Iteration 13Q: 3 clusters Score -549564.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -549642.625000 Penalty: 2828.531738
	Iteration 14Q: 3 clusters Score -549642.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -549699.937500 Penalty: 2828.531738
	Iteration 15Q: 3 clusters Score -549699.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -549746.687500 Penalty: 2828.531738
	Iteration 16Q: 3 clusters Score -549746.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -549789.500000 Penalty: 2828.531738
	Iteration 17Q: 3 clusters Score -549789.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -549828.437500 Penalty: 2828.531738
	Iteration 18Q: 3 clusters Score -549828.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -549857.312500 Penalty: 2828.531738
	Iteration 19Q: 3 clusters Score -549857.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -549884.937500 Penalty: 2828.531738
	Iteration 20F: 3 clusters Score -549884.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -549908.625000 Penalty: 2828.531738
	Iteration 21Q: 3 clusters Score -549908.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -549929.500000 Penalty: 2828.531738
	Iteration 22Q: 3 clusters Score -549929.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -549954.562500 Penalty: 2828.531738
	Iteration 23Q: 3 clusters Score -549954.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -549972.250000 Penalty: 2828.531738
	Iteration 24Q: 3 clusters Score -549972.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -549989.062500 Penalty: 2828.531738
	Iteration 25Q: 3 clusters Score -549989.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -549997.312500 Penalty: 2828.531738
	Iteration 26Q: 3 clusters Score -549997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -550005.062500 Penalty: 2828.531738
	Iteration 27Q: 3 clusters Score -550005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -550007.000000 Penalty: 2828.531738
	Iteration 28Q: 3 clusters Score -550007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -550010.187500 Penalty: 2828.531738
	Iteration 29Q: 3 clusters Score -550010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -550012.437500 Penalty: 2828.531738
	Iteration 30Q: 3 clusters Score -550012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -550013.687500 Penalty: 2828.531738
	Iteration 31Q: 3 clusters Score -550013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -550014.562500 Penalty: 2828.531738
	Iteration 32Q: 3 clusters Score -550014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -550015.562500 Penalty: 2828.531738
	Iteration 33Q: 3 clusters Score -550015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -550015.562500 Penalty: 2828.531738
	Iteration 34F: 3 clusters Score -550015.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -637483.000000 Penalty: 1433.866699
	Iteration 0F: 2 clusters Score -637483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -632326.687500 Penalty: 2867.733398
	Iteration 0F: 3 clusters Score -632326.7 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -633910.437500 Penalty: 2867.733398
	Iteration 1F: 3 clusters Score -633910.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -634122.187500 Penalty: 2867.733398
	Iteration 2F: 3 clusters Score -634122.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -634334.250000 Penalty: 2867.733398
	Iteration 3F: 3 clusters Score -634334.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -634564.562500 Penalty: 2867.733398
	Iteration 4F: 3 clusters Score -634564.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -634736.812500 Penalty: 2867.733398
	Iteration 5Q: 3 clusters Score -634736.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -634897.187500 Penalty: 2867.733398
	Iteration 6Q: 3 clusters Score -634897.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -635041.875000 Penalty: 2867.733398
	Iteration 7Q: 3 clusters Score -635041.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -635189.875000 Penalty: 2867.733398
	Iteration 8Q: 3 clusters Score -635189.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -635365.000000 Penalty: 2867.733398
	Iteration 9Q: 3 clusters Score -635365 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -635542.937500 Penalty: 2867.733398
	Iteration 10Q: 3 clusters Score -635542.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -635745.875000 Penalty: 2867.733398
	Iteration 11Q: 3 clusters Score -635745.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -635945.250000 Penalty: 2867.733398
	Iteration 12Q: 3 clusters Score -635945.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -636147.187500 Penalty: 2867.733398
	Iteration 13Q: 3 clusters Score -636147.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -636302.812500 Penalty: 2867.733398
	Iteration 14Q: 3 clusters Score -636302.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -636397.062500 Penalty: 2867.733398
	Iteration 15Q: 3 clusters Score -636397.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -636461.000000 Penalty: 2867.733398
	Iteration 16Q: 3 clusters Score -636461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -636515.937500 Penalty: 2867.733398
	Iteration 17Q: 3 clusters Score -636515.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -636546.750000 Penalty: 2867.733398
	Iteration 18Q: 3 clusters Score -636546.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -636573.062500 Penalty: 2867.733398
	Iteration 19Q: 3 clusters Score -636573.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -636596.250000 Penalty: 2867.733398
	Iteration 20F: 3 clusters Score -636596.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -636618.562500 Penalty: 2867.733398
	Iteration 21Q: 3 clusters Score -636618.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -636634.937500 Penalty: 2867.733398
	Iteration 22Q: 3 clusters Score -636634.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -636646.500000 Penalty: 2867.733398
	Iteration 23Q: 3 clusters Score -636646.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -636660.187500 Penalty: 2867.733398
	Iteration 24Q: 3 clusters Score -636660.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -636670.750000 Penalty: 2867.733398
	Iteration 25Q: 3 clusters Score -636670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -636678.250000 Penalty: 2867.733398
	Iteration 26Q: 3 clusters Score -636678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -636682.500000 Penalty: 2867.733398
	Iteration 27Q: 3 clusters Score -636682.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -636688.312500 Penalty: 2867.733398
	Iteration 28Q: 3 clusters Score -636688.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -636697.187500 Penalty: 2867.733398
	Iteration 29Q: 3 clusters Score -636697.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -636700.500000 Penalty: 2867.733398
	Iteration 30Q: 3 clusters Score -636700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -636701.562500 Penalty: 2867.733398
	Iteration 31Q: 3 clusters Score -636701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -636702.375000 Penalty: 2867.733398
	Iteration 32Q: 3 clusters Score -636702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -636703.625000 Penalty: 2867.733398
	Iteration 33Q: 3 clusters Score -636703.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -636708.875000 Penalty: 2867.733398
	Iteration 34Q: 3 clusters Score -636708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -636707.812500 Penalty: 2867.733398
	Iteration 35Q: 3 clusters Score -636707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -636708.312500 Penalty: 2867.733398
	Iteration 36Q: 3 clusters Score -636708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -636708.312500 Penalty: 2867.733398
	Iteration 37F: 3 clusters Score -636708.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Entering Unmasked Estep 
Score: -2341665.500000 Penalty: 1638.510010
	Iteration 0F: 2 clusters Score -2341666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2326095.750000 Penalty: 3277.020020
	Iteration 0F: 3 clusters Score -2326096 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2332024.250000 Penalty: 3277.020020
	Iteration 1F: 3 clusters Score -2332024 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2332337.000000 Penalty: 3277.020020
	Iteration 2Q: 3 clusters Score -2332337 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2332639.750000 Penalty: 3277.020020
	Iteration 3Q: 3 clusters Score -2332640 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2333081.250000 Penalty: 3277.020020
	Iteration 4Q: 3 clusters Score -2333081 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2333700.250000 Penalty: 3277.020020
	Iteration 5F: 3 clusters Score -2333700 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2334627.000000 Penalty: 3277.020020
	Iteration 6F: 3 clusters Score -2334627 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2336006.000000 Penalty: 3277.020020
	Iteration 7F: 3 clusters Score -2336006 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2337531.750000 Penalty: 3277.020020
	Iteration 8F: 3 clusters Score -2337532 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2338722.750000 Penalty: 3277.020020
	Iteration 9F: 3 clusters Score -2338723 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2339459.750000 Penalty: 3277.020020
	Iteration 10Q: 3 clusters Score -2339460 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2339861.750000 Penalty: 3277.020020
	Iteration 11Q: 3 clusters Score -2339862 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2340056.750000 Penalty: 3277.020020
	Iteration 12Q: 3 clusters Score -2340057 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2340197.000000 Penalty: 3277.020020
	Iteration 13Q: 3 clusters Score -2340197 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2340254.250000 Penalty: 3277.020020
	Iteration 14Q: 3 clusters Score -2340254 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2340310.000000 Penalty: 3277.020020
	Iteration 15Q: 3 clusters Score -2340310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2340337.500000 Penalty: 3277.020020
	Iteration 16Q: 3 clusters Score -2340338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2340348.750000 Penalty: 3277.020020
	Iteration 17Q: 3 clusters Score -2340349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2340362.250000 Penalty: 3277.020020
	Iteration 18Q: 3 clusters Score -2340362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2340376.250000 Penalty: 3277.020020
	Iteration 19Q: 3 clusters Score -2340376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2340383.000000 Penalty: 3277.020020
	Iteration 20F: 3 clusters Score -2340383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2340398.500000 Penalty: 3277.020020
	Iteration 21Q: 3 clusters Score -2340398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2340410.000000 Penalty: 3277.020020
	Iteration 22Q: 3 clusters Score -2340410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2340412.250000 Penalty: 3277.020020
	Iteration 23Q: 3 clusters Score -2340412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2340412.250000 Penalty: 3277.020020
	Iteration 24Q: 3 clusters Score -2340412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2340419.250000 Penalty: 3277.020020
	Iteration 25Q: 3 clusters Score -2340419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2340423.500000 Penalty: 3277.020020
	Iteration 26Q: 3 clusters Score -2340424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2340426.000000 Penalty: 3277.020020
	Iteration 27Q: 3 clusters Score -2340426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2340429.750000 Penalty: 3277.020020
	Iteration 28Q: 3 clusters Score -2340430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2340426.500000 Penalty: 3277.020020
	Iteration 29Q: 3 clusters Score -2340426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2340426.500000 Penalty: 3277.020020
	Iteration 30F: 3 clusters Score -2340426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -290661.468750 Penalty: 1315.683350
	Iteration 0F: 2 clusters Score -290661.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -287762.656250 Penalty: 2631.366699
	Iteration 0F: 3 clusters Score -287762.7 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -288493.468750 Penalty: 2631.366699
	Iteration 1F: 3 clusters Score -288493.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -288658.812500 Penalty: 2631.366699
	Iteration 2F: 3 clusters Score -288658.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288765.843750 Penalty: 2631.366699
	Iteration 3F: 3 clusters Score -288765.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -288857.093750 Penalty: 2631.366699
	Iteration 4Q: 3 clusters Score -288857.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -288949.031250 Penalty: 2631.366699
	Iteration 5Q: 3 clusters Score -288949 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289036.093750 Penalty: 2631.366699
	Iteration 6Q: 3 clusters Score -289036.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -289152.781250 Penalty: 2631.366699
	Iteration 7Q: 3 clusters Score -289152.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289317.343750 Penalty: 2631.366699
	Iteration 8Q: 3 clusters Score -289317.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289451.875000 Penalty: 2631.366699
	Iteration 9Q: 3 clusters Score -289451.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -289581.812500 Penalty: 2631.366699
	Iteration 10Q: 3 clusters Score -289581.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -289701.312500 Penalty: 2631.366699
	Iteration 11Q: 3 clusters Score -289701.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -289817.500000 Penalty: 2631.366699
	Iteration 12Q: 3 clusters Score -289817.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -289913.656250 Penalty: 2631.366699
	Iteration 13Q: 3 clusters Score -289913.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -289983.812500 Penalty: 2631.366699
	Iteration 14Q: 3 clusters Score -289983.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -290026.843750 Penalty: 2631.366699
	Iteration 15Q: 3 clusters Score -290026.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -290065.093750 Penalty: 2631.366699
	Iteration 16Q: 3 clusters Score -290065.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -290099.406250 Penalty: 2631.366699
	Iteration 17Q: 3 clusters Score -290099.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290134.218750 Penalty: 2631.366699
	Iteration 18Q: 3 clusters Score -290134.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -290163.218750 Penalty: 2631.366699
	Iteration 19Q: 3 clusters Score -290163.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -290180.531250 Penalty: 2631.366699
	Iteration 20F: 3 clusters Score -290180.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -290194.187500 Penalty: 2631.366699
	Iteration 21Q: 3 clusters Score -290194.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -290203.156250 Penalty: 2631.366699
	Iteration 22Q: 3 clusters Score -290203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -290208.312500 Penalty: 2631.366699
	Iteration 23Q: 3 clusters Score -290208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -290211.000000 Penalty: 2631.366699
	Iteration 24Q: 3 clusters Score -290211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -290213.406250 Penalty: 2631.366699
	Iteration 25Q: 3 clusters Score -290213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -290214.718750 Penalty: 2631.366699
	Iteration 26Q: 3 clusters Score -290214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290215.750000 Penalty: 2631.366699
	Iteration 27Q: 3 clusters Score -290215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290217.375000 Penalty: 2631.366699
	Iteration 28Q: 3 clusters Score -290217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290216.937500 Penalty: 2631.366699
	Iteration 29Q: 3 clusters Score -290216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -290216.937500 Penalty: 2631.366699
	Iteration 30Q: 3 clusters Score -290216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290217.375000 Penalty: 2631.366699
	Iteration 31Q: 3 clusters Score -290217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290217.375000 Penalty: 2631.366699
	Iteration 32F: 3 clusters Score -290217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Entering Unmasked Estep 
Score: -1711865.875000 Penalty: 1596.340210
	Iteration 0F: 2 clusters Score -1711866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1699217.875000 Penalty: 3192.680420
	Iteration 0F: 3 clusters Score -1699218 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1703641.375000 Penalty: 3192.680420
	Iteration 1F: 3 clusters Score -1703641 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1703998.000000 Penalty: 3192.680420
	Iteration 2F: 3 clusters Score -1703998 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1704317.875000 Penalty: 3192.680420
	Iteration 3Q: 3 clusters Score -1704318 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1704620.250000 Penalty: 3192.680420
	Iteration 4Q: 3 clusters Score -1704620 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1704925.000000 Penalty: 3192.680420
	Iteration 5Q: 3 clusters Score -1704925 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1705246.000000 Penalty: 3192.680420
	Iteration 6Q: 3 clusters Score -1705246 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1705643.000000 Penalty: 3192.680420
	Iteration 7Q: 3 clusters Score -1705643 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1706180.750000 Penalty: 3192.680420
	Iteration 8F: 3 clusters Score -1706181 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1706844.500000 Penalty: 3192.680420
	Iteration 9F: 3 clusters Score -1706844 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1707631.375000 Penalty: 3192.680420
	Iteration 10F: 3 clusters Score -1707631 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1708403.625000 Penalty: 3192.680420
	Iteration 11F: 3 clusters Score -1708404 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1709091.250000 Penalty: 3192.680420
	Iteration 12Q: 3 clusters Score -1709091 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1709566.875000 Penalty: 3192.680420
	Iteration 13Q: 3 clusters Score -1709567 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1709891.250000 Penalty: 3192.680420
	Iteration 14Q: 3 clusters Score -1709891 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1710128.875000 Penalty: 3192.680420
	Iteration 15Q: 3 clusters Score -1710129 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1710296.250000 Penalty: 3192.680420
	Iteration 16Q: 3 clusters Score -1710296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1710417.125000 Penalty: 3192.680420
	Iteration 17Q: 3 clusters Score -1710417 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1710499.875000 Penalty: 3192.680420
	Iteration 18Q: 3 clusters Score -1710500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1710552.500000 Penalty: 3192.680420
	Iteration 19Q: 3 clusters Score -1710552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1710587.750000 Penalty: 3192.680420
	Iteration 20F: 3 clusters Score -1710588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1710624.000000 Penalty: 3192.680420
	Iteration 21Q: 3 clusters Score -1710624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1710648.875000 Penalty: 3192.680420
	Iteration 22Q: 3 clusters Score -1710649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1710672.125000 Penalty: 3192.680420
	Iteration 23Q: 3 clusters Score -1710672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1710683.000000 Penalty: 3192.680420
	Iteration 24Q: 3 clusters Score -1710683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1710694.750000 Penalty: 3192.680420
	Iteration 25Q: 3 clusters Score -1710695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -1710698.625000 Penalty: 3192.680420
	Iteration 26Q: 3 clusters Score -1710699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1710707.750000 Penalty: 3192.680420
	Iteration 27Q: 3 clusters Score -1710708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1710713.000000 Penalty: 3192.680420
	Iteration 28Q: 3 clusters Score -1710713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1710719.375000 Penalty: 3192.680420
	Iteration 29Q: 3 clusters Score -1710719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1710723.250000 Penalty: 3192.680420
	Iteration 30Q: 3 clusters Score -1710723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1710727.500000 Penalty: 3192.680420
	Iteration 31Q: 3 clusters Score -1710728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1710728.625000 Penalty: 3192.680420
	Iteration 32Q: 3 clusters Score -1710729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1710729.250000 Penalty: 3192.680420
	Iteration 33Q: 3 clusters Score -1710729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1710728.500000 Penalty: 3192.680420
	Iteration 34Q: 3 clusters Score -1710728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1710728.500000 Penalty: 3192.680420
	Iteration 35F: 3 clusters Score -1710728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -381869.656250 Penalty: 1349.641113
	Iteration 0F: 2 clusters Score -381869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -378498.500000 Penalty: 2699.282227
	Iteration 0F: 3 clusters Score -378498.5 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -379351.781250 Penalty: 2699.282227
	Iteration 1F: 3 clusters Score -379351.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -379527.656250 Penalty: 2699.282227
	Iteration 2F: 3 clusters Score -379527.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -379662.750000 Penalty: 2699.282227
	Iteration 3F: 3 clusters Score -379662.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -379749.156250 Penalty: 2699.282227
	Iteration 4Q: 3 clusters Score -379749.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -379840.218750 Penalty: 2699.282227
	Iteration 5Q: 3 clusters Score -379840.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -379927.781250 Penalty: 2699.282227
	Iteration 6Q: 3 clusters Score -379927.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380027.843750 Penalty: 2699.282227
	Iteration 7Q: 3 clusters Score -380027.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -380149.687500 Penalty: 2699.282227
	Iteration 8Q: 3 clusters Score -380149.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -380257.031250 Penalty: 2699.282227
	Iteration 9Q: 3 clusters Score -380257 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -380372.375000 Penalty: 2699.282227
	Iteration 10Q: 3 clusters Score -380372.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -380479.968750 Penalty: 2699.282227
	Iteration 11Q: 3 clusters Score -380480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -380566.937500 Penalty: 2699.282227
	Iteration 12Q: 3 clusters Score -380566.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -380631.187500 Penalty: 2699.282227
	Iteration 13Q: 3 clusters Score -380631.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -380690.593750 Penalty: 2699.282227
	Iteration 14Q: 3 clusters Score -380690.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -380748.906250 Penalty: 2699.282227
	Iteration 15Q: 3 clusters Score -380748.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -380786.750000 Penalty: 2699.282227
	Iteration 16Q: 3 clusters Score -380786.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -380815.843750 Penalty: 2699.282227
	Iteration 17Q: 3 clusters Score -380815.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -380838.875000 Penalty: 2699.282227
	Iteration 18Q: 3 clusters Score -380838.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -380860.906250 Penalty: 2699.282227
	Iteration 19Q: 3 clusters Score -380860.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -380873.343750 Penalty: 2699.282227
	Iteration 20F: 3 clusters Score -380873.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -380879.968750 Penalty: 2699.282227
	Iteration 21Q: 3 clusters Score -380880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -380889.250000 Penalty: 2699.282227
	Iteration 22Q: 3 clusters Score -380889.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -380896.937500 Penalty: 2699.282227
	Iteration 23Q: 3 clusters Score -380896.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -380902.093750 Penalty: 2699.282227
	Iteration 24Q: 3 clusters Score -380902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -380906.750000 Penalty: 2699.282227
	Iteration 25Q: 3 clusters Score -380906.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -380910.906250 Penalty: 2699.282227
	Iteration 26Q: 3 clusters Score -380910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -380912.750000 Penalty: 2699.282227
	Iteration 27Q: 3 clusters Score -380912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -380916.781250 Penalty: 2699.282227
	Iteration 28Q: 3 clusters Score -380916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -380919.093750 Penalty: 2699.282227
	Iteration 29Q: 3 clusters Score -380919.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -380922.687500 Penalty: 2699.282227
	Iteration 30Q: 3 clusters Score -380922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -380926.562500 Penalty: 2699.282227
	Iteration 31Q: 3 clusters Score -380926.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -380929.031250 Penalty: 2699.282227
	Iteration 32Q: 3 clusters Score -380929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -380932.250000 Penalty: 2699.282227
	Iteration 33Q: 3 clusters Score -380932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -380934.281250 Penalty: 2699.282227
	Iteration 34Q: 3 clusters Score -380934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -380935.562500 Penalty: 2699.282227
	Iteration 35Q: 3 clusters Score -380935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -380935.625000 Penalty: 2699.282227
	Iteration 36Q: 3 clusters Score -380935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -380937.312500 Penalty: 2699.282227
	Iteration 37Q: 3 clusters Score -380937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -380937.718750 Penalty: 2699.282227
	Iteration 38Q: 3 clusters Score -380937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -380937.718750 Penalty: 2699.282227
	Iteration 39F: 3 clusters Score -380937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Entering Unmasked Estep 
Score: -4593144.500000 Penalty: 1754.795044
	Iteration 0F: 2 clusters Score -4593144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4566278.500000 Penalty: 3509.590088
	Iteration 0F: 3 clusters Score -4566278 nChanged 22843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4579213.500000 Penalty: 3509.590088
	Iteration 1F: 3 clusters Score -4579214 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4579820.500000 Penalty: 3509.590088
	Iteration 2Q: 3 clusters Score -4579820 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4580525.500000 Penalty: 3509.590088
	Iteration 3Q: 3 clusters Score -4580526 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4581458.000000 Penalty: 3509.590088
	Iteration 4F: 3 clusters Score -4581458 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4582729.000000 Penalty: 3509.590088
	Iteration 5F: 3 clusters Score -4582729 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4584277.500000 Penalty: 3509.590088
	Iteration 6F: 3 clusters Score -4584278 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -4585288.000000 Penalty: 3509.590088
	Iteration 7F: 3 clusters Score -4585288 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -4586520.000000 Penalty: 3509.590088
	Iteration 8F: 3 clusters Score -4586520 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4587891.000000 Penalty: 3509.590088
	Iteration 9Q: 3 clusters Score -4587891 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -4588635.000000 Penalty: 3509.590088
	Iteration 10Q: 3 clusters Score -4588635 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4589038.000000 Penalty: 3509.590088
	Iteration 11Q: 3 clusters Score -4589038 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4589245.000000 Penalty: 3509.590088
	Iteration 12Q: 3 clusters Score -4589245 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4589377.500000 Penalty: 3509.590088
	Iteration 13Q: 3 clusters Score -4589378 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4589508.500000 Penalty: 3509.590088
	Iteration 14Q: 3 clusters Score -4589508 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4589628.000000 Penalty: 3509.590088
	Iteration 15Q: 3 clusters Score -4589628 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4589705.000000 Penalty: 3509.590088
	Iteration 16Q: 3 clusters Score -4589705 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4589747.500000 Penalty: 3509.590088
	Iteration 17Q: 3 clusters Score -4589748 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4589805.500000 Penalty: 3509.590088
	Iteration 18Q: 3 clusters Score -4589806 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4589834.000000 Penalty: 3509.590088
	Iteration 19Q: 3 clusters Score -4589834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4589915.000000 Penalty: 3509.590088
	Iteration 20F: 3 clusters Score -4589915 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4589953.000000 Penalty: 3509.590088
	Iteration 21Q: 3 clusters Score -4589953 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4589999.500000 Penalty: 3509.590088
	Iteration 22Q: 3 clusters Score -4590000 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4590029.000000 Penalty: 3509.590088
	Iteration 23Q: 3 clusters Score -4590029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4590059.000000 Penalty: 3509.590088
	Iteration 24Q: 3 clusters Score -4590059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4590082.500000 Penalty: 3509.590088
	Iteration 25Q: 3 clusters Score -4590082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4590120.500000 Penalty: 3509.590088
	Iteration 26Q: 3 clusters Score -4590120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4590146.500000 Penalty: 3509.590088
	Iteration 27Q: 3 clusters Score -4590146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4590162.000000 Penalty: 3509.590088
	Iteration 28Q: 3 clusters Score -4590162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4590166.500000 Penalty: 3509.590088
	Iteration 29Q: 3 clusters Score -4590166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4590187.000000 Penalty: 3509.590088
	Iteration 30Q: 3 clusters Score -4590187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4590218.500000 Penalty: 3509.590088
	Iteration 31Q: 3 clusters Score -4590218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4590256.500000 Penalty: 3509.590088
	Iteration 32Q: 3 clusters Score -4590256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4590302.500000 Penalty: 3509.590088
	Iteration 33Q: 3 clusters Score -4590302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4590317.500000 Penalty: 3509.590088
	Iteration 34Q: 3 clusters Score -4590318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4590322.500000 Penalty: 3509.590088
	Iteration 35Q: 3 clusters Score -4590322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4590327.500000 Penalty: 3509.590088
	Iteration 36Q: 3 clusters Score -4590328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4590336.500000 Penalty: 3509.590088
	Iteration 37Q: 3 clusters Score -4590336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4590361.000000 Penalty: 3509.590088
	Iteration 38Q: 3 clusters Score -4590361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4590354.000000 Penalty: 3509.590088
	Iteration 39Q: 3 clusters Score -4590354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4590366.500000 Penalty: 3509.590088
	Iteration 40F: 3 clusters Score -4590366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4590356.500000 Penalty: 3509.590088
	Iteration 41Q: 3 clusters Score -4590356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4590360.000000 Penalty: 3509.590088
	Iteration 42Q: 3 clusters Score -4590360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4590369.500000 Penalty: 3509.590088
	Iteration 43Q: 3 clusters Score -4590370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4590391.000000 Penalty: 3509.590088
	Iteration 44Q: 3 clusters Score -4590391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4590393.000000 Penalty: 3509.590088
	Iteration 45Q: 3 clusters Score -4590393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4590390.500000 Penalty: 3509.590088
	Iteration 46Q: 3 clusters Score -4590390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4590392.500000 Penalty: 3509.590088
	Iteration 47Q: 3 clusters Score -4590392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4590410.500000 Penalty: 3509.590088
	Iteration 48Q: 3 clusters Score -4590410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4590417.500000 Penalty: 3509.590088
	Iteration 49Q: 3 clusters Score -4590418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4590419.500000 Penalty: 3509.590088
	Iteration 50Q: 3 clusters Score -4590420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4590424.000000 Penalty: 3509.590088
	Iteration 51Q: 3 clusters Score -4590424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4590434.000000 Penalty: 3509.590088
	Iteration 52Q: 3 clusters Score -4590434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4590441.500000 Penalty: 3509.590088
	Iteration 53Q: 3 clusters Score -4590442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4590451.000000 Penalty: 3509.590088
	Iteration 54Q: 3 clusters Score -4590451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4590454.500000 Penalty: 3509.590088
	Iteration 55Q: 3 clusters Score -4590454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4590457.500000 Penalty: 3509.590088
	Iteration 56Q: 3 clusters Score -4590458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4590457.500000 Penalty: 3509.590088
	Iteration 57Q: 3 clusters Score -4590458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4590472.000000 Penalty: 3509.590088
	Iteration 58Q: 3 clusters Score -4590472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4590475.000000 Penalty: 3509.590088
	Iteration 59Q: 3 clusters Score -4590475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4590471.500000 Penalty: 3509.590088
	Iteration 60F: 3 clusters Score -4590472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4590474.500000 Penalty: 3509.590088
	Iteration 61Q: 3 clusters Score -4590474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4590471.500000 Penalty: 3509.590088
	Iteration 62Q: 3 clusters Score -4590472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4590477.500000 Penalty: 3509.590088
	Iteration 63Q: 3 clusters Score -4590478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4590476.500000 Penalty: 3509.590088
	Iteration 64Q: 3 clusters Score -4590476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4590479.500000 Penalty: 3509.590088
	Iteration 65Q: 3 clusters Score -4590480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4590472.500000 Penalty: 3509.590088
	Iteration 66Q: 3 clusters Score -4590472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4590484.000000 Penalty: 3509.590088
	Iteration 67Q: 3 clusters Score -4590484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4590477.000000 Penalty: 3509.590088
	Iteration 68Q: 3 clusters Score -4590477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4590475.500000 Penalty: 3509.590088
	Iteration 69Q: 3 clusters Score -4590476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4590470.000000 Penalty: 3509.590088
	Iteration 70Q: 3 clusters Score -4590470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4590475.500000 Penalty: 3509.590088
	Iteration 71Q: 3 clusters Score -4590476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4590474.500000 Penalty: 3509.590088
	Iteration 72Q: 3 clusters Score -4590474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4590474.000000 Penalty: 3509.590088
	Iteration 73Q: 3 clusters Score -4590474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4590474.000000 Penalty: 3509.590088
	Iteration 74Q: 3 clusters Score -4590474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4590478.000000 Penalty: 3509.590088
	Iteration 75Q: 3 clusters Score -4590478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4590476.500000 Penalty: 3509.590088
	Iteration 76Q: 3 clusters Score -4590476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4590476.500000 Penalty: 3509.590088
	Iteration 77Q: 3 clusters Score -4590476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4590481.000000 Penalty: 3509.590088
	Iteration 78Q: 3 clusters Score -4590481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4590480.000000 Penalty: 3509.590088
	Iteration 79Q: 3 clusters Score -4590480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4590480.000000 Penalty: 3509.590088
	Iteration 80F: 3 clusters Score -4590480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -140266.171875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -140266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -138480.140625 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -138480.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -138828.984375 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -138829 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138916.125000 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -138916.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138977.000000 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -138977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139032.156250 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139032.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139089.640625 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139089.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -139132.281250 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139132.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139154.531250 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139154.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139169.812500 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139169.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139182.578125 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139182.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139199.750000 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139199.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139224.109375 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139224.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139238.828125 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139238.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139255.531250 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139255.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139271.640625 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -139271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139285.937500 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -139285.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -139296.343750 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -139296.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -139303.171875 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -139303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139308.562500 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -139308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139310.328125 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -139310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139310.328125 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -139310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Entering Unmasked Estep 
Score: -1722908.875000 Penalty: 1594.356934
	Iteration 0F: 2 clusters Score -1722909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1710521.000000 Penalty: 3188.713867
	Iteration 0F: 3 clusters Score -1710521 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1714861.125000 Penalty: 3188.713867
	Iteration 1F: 3 clusters Score -1714861 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1715172.625000 Penalty: 3188.713867
	Iteration 2F: 3 clusters Score -1715173 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1715419.875000 Penalty: 3188.713867
	Iteration 3Q: 3 clusters Score -1715420 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1715668.375000 Penalty: 3188.713867
	Iteration 4Q: 3 clusters Score -1715668 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1715920.125000 Penalty: 3188.713867
	Iteration 5Q: 3 clusters Score -1715920 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1716244.250000 Penalty: 3188.713867
	Iteration 6Q: 3 clusters Score -1716244 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1716699.875000 Penalty: 3188.713867
	Iteration 7Q: 3 clusters Score -1716700 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1717349.875000 Penalty: 3188.713867
	Iteration 8F: 3 clusters Score -1717350 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1718183.625000 Penalty: 3188.713867
	Iteration 9F: 3 clusters Score -1718184 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1719185.625000 Penalty: 3188.713867
	Iteration 10F: 3 clusters Score -1719186 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1720110.000000 Penalty: 3188.713867
	Iteration 11F: 3 clusters Score -1720110 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1720758.500000 Penalty: 3188.713867
	Iteration 12Q: 3 clusters Score -1720758 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1721129.125000 Penalty: 3188.713867
	Iteration 13Q: 3 clusters Score -1721129 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1721318.500000 Penalty: 3188.713867
	Iteration 14Q: 3 clusters Score -1721318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1721416.500000 Penalty: 3188.713867
	Iteration 15Q: 3 clusters Score -1721416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1721469.750000 Penalty: 3188.713867
	Iteration 16Q: 3 clusters Score -1721470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1721506.000000 Penalty: 3188.713867
	Iteration 17Q: 3 clusters Score -1721506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1721523.250000 Penalty: 3188.713867
	Iteration 18Q: 3 clusters Score -1721523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1721539.125000 Penalty: 3188.713867
	Iteration 19Q: 3 clusters Score -1721539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1721554.250000 Penalty: 3188.713867
	Iteration 20F: 3 clusters Score -1721554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1721559.625000 Penalty: 3188.713867
	Iteration 21Q: 3 clusters Score -1721560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1721562.625000 Penalty: 3188.713867
	Iteration 22Q: 3 clusters Score -1721563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1721562.875000 Penalty: 3188.713867
	Iteration 23Q: 3 clusters Score -1721563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1721562.875000 Penalty: 3188.713867
	Iteration 24F: 3 clusters Score -1721563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41979.621094 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -41979.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42140.972656 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42140.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42207.144531 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -42207.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42236.492188 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42236.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42248.601562 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42258.113281 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42258.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42259.992188 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42259.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42262.062500 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42262.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42266.816406 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -42266.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42269.132812 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -42269.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42269.800781 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -42269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42270.859375 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -42270.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42273.562500 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -42273.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42276.371094 Penalty: 2013.181763
	Iteration 13Q: 3 clusters Score -42276.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42277.121094 Penalty: 2013.181763
	Iteration 14Q: 3 clusters Score -42277.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42277.121094 Penalty: 2013.181763
	Iteration 15F: 3 clusters Score -42277.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Entering Unmasked Estep 
Score: -1907612.375000 Penalty: 1624.257080
	Iteration 0F: 2 clusters Score -1907612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1892631.375000 Penalty: 3248.514160
	Iteration 0F: 3 clusters Score -1892631 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1898322.125000 Penalty: 3248.514160
	Iteration 1F: 3 clusters Score -1898322 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1898862.375000 Penalty: 3248.514160
	Iteration 2F: 3 clusters Score -1898862 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1899405.375000 Penalty: 3248.514160
	Iteration 3F: 3 clusters Score -1899405 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1899907.750000 Penalty: 3248.514160
	Iteration 4F: 3 clusters Score -1899908 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1900417.750000 Penalty: 3248.514160
	Iteration 5Q: 3 clusters Score -1900418 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1900947.000000 Penalty: 3248.514160
	Iteration 6Q: 3 clusters Score -1900947 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1901620.125000 Penalty: 3248.514160
	Iteration 7F: 3 clusters Score -1901620 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1902290.750000 Penalty: 3248.514160
	Iteration 8Q: 3 clusters Score -1902291 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1902905.000000 Penalty: 3248.514160
	Iteration 9Q: 3 clusters Score -1902905 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1903424.125000 Penalty: 3248.514160
	Iteration 10Q: 3 clusters Score -1903424 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1903903.625000 Penalty: 3248.514160
	Iteration 11Q: 3 clusters Score -1903904 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1904326.000000 Penalty: 3248.514160
	Iteration 12Q: 3 clusters Score -1904326 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1904693.000000 Penalty: 3248.514160
	Iteration 13Q: 3 clusters Score -1904693 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1905005.375000 Penalty: 3248.514160
	Iteration 14Q: 3 clusters Score -1905005 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1905238.875000 Penalty: 3248.514160
	Iteration 15Q: 3 clusters Score -1905239 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1905396.500000 Penalty: 3248.514160
	Iteration 16Q: 3 clusters Score -1905396 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1905529.500000 Penalty: 3248.514160
	Iteration 17Q: 3 clusters Score -1905530 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1905674.750000 Penalty: 3248.514160
	Iteration 18Q: 3 clusters Score -1905675 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1905785.000000 Penalty: 3248.514160
	Iteration 19Q: 3 clusters Score -1905785 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1905900.375000 Penalty: 3248.514160
	Iteration 20F: 3 clusters Score -1905900 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1905983.125000 Penalty: 3248.514160
	Iteration 21Q: 3 clusters Score -1905983 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1906049.500000 Penalty: 3248.514160
	Iteration 22Q: 3 clusters Score -1906050 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1906106.000000 Penalty: 3248.514160
	Iteration 23Q: 3 clusters Score -1906106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1906160.000000 Penalty: 3248.514160
	Iteration 24Q: 3 clusters Score -1906160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1906194.375000 Penalty: 3248.514160
	Iteration 25Q: 3 clusters Score -1906194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1906226.875000 Penalty: 3248.514160
	Iteration 26Q: 3 clusters Score -1906227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1906243.000000 Penalty: 3248.514160
	Iteration 27Q: 3 clusters Score -1906243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1906260.750000 Penalty: 3248.514160
	Iteration 28Q: 3 clusters Score -1906261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1906280.500000 Penalty: 3248.514160
	Iteration 29Q: 3 clusters Score -1906280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1906310.875000 Penalty: 3248.514160
	Iteration 30Q: 3 clusters Score -1906311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1906334.500000 Penalty: 3248.514160
	Iteration 31Q: 3 clusters Score -1906334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1906349.500000 Penalty: 3248.514160
	Iteration 32Q: 3 clusters Score -1906350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1906363.750000 Penalty: 3248.514160
	Iteration 33Q: 3 clusters Score -1906364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1906387.750000 Penalty: 3248.514160
	Iteration 34Q: 3 clusters Score -1906388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1906402.250000 Penalty: 3248.514160
	Iteration 35Q: 3 clusters Score -1906402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1906413.500000 Penalty: 3248.514160
	Iteration 36Q: 3 clusters Score -1906414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1906421.375000 Penalty: 3248.514160
	Iteration 37Q: 3 clusters Score -1906421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1906429.250000 Penalty: 3248.514160
	Iteration 38Q: 3 clusters Score -1906429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1906433.250000 Penalty: 3248.514160
	Iteration 39Q: 3 clusters Score -1906433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1906443.625000 Penalty: 3248.514160
	Iteration 40F: 3 clusters Score -1906444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1906446.750000 Penalty: 3248.514160
	Iteration 41Q: 3 clusters Score -1906447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1906452.625000 Penalty: 3248.514160
	Iteration 42Q: 3 clusters Score -1906453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1906456.625000 Penalty: 3248.514160
	Iteration 43Q: 3 clusters Score -1906457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1906456.375000 Penalty: 3248.514160
	Iteration 44Q: 3 clusters Score -1906456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1906458.625000 Penalty: 3248.514160
	Iteration 45Q: 3 clusters Score -1906459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1906464.500000 Penalty: 3248.514160
	Iteration 46Q: 3 clusters Score -1906464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1906471.750000 Penalty: 3248.514160
	Iteration 47Q: 3 clusters Score -1906472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1906471.750000 Penalty: 3248.514160
	Iteration 48Q: 3 clusters Score -1906472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1906472.125000 Penalty: 3248.514160
	Iteration 49Q: 3 clusters Score -1906472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1906474.625000 Penalty: 3248.514160
	Iteration 50Q: 3 clusters Score -1906475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1906474.750000 Penalty: 3248.514160
	Iteration 51Q: 3 clusters Score -1906475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1906479.125000 Penalty: 3248.514160
	Iteration 52Q: 3 clusters Score -1906479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1906478.500000 Penalty: 3248.514160
	Iteration 53Q: 3 clusters Score -1906478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1906481.625000 Penalty: 3248.514160
	Iteration 54Q: 3 clusters Score -1906482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1906482.875000 Penalty: 3248.514160
	Iteration 55Q: 3 clusters Score -1906483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1906483.250000 Penalty: 3248.514160
	Iteration 56Q: 3 clusters Score -1906483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1906482.750000 Penalty: 3248.514160
	Iteration 57Q: 3 clusters Score -1906483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1906482.750000 Penalty: 3248.514160
	Iteration 58F: 3 clusters Score -1906483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -87557.679688 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -87557.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86109.070312 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -86109.07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86388.570312 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -86388.57 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -86491.476562 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -86491.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -86538.007812 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -86538.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86569.453125 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -86569.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86593.085938 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -86593.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86609.296875 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -86609.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -86618.562500 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -86618.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86621.609375 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -86621.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86624.281250 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -86624.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86626.328125 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -86626.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86628.914062 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -86628.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86630.562500 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -86630.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86635.117188 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -86635.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86637.445312 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -86637.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86639.242188 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -86639.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86642.570312 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -86642.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86646.171875 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -86646.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -86652.789062 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -86652.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86657.148438 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -86657.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86661.765625 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -86661.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -86669.070312 Penalty: 2237.458252
	Iteration 21Q: 3 clusters Score -86669.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -86673.835938 Penalty: 2237.458252
	Iteration 22Q: 3 clusters Score -86673.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86682.804688 Penalty: 2237.458252
	Iteration 23Q: 3 clusters Score -86682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86689.156250 Penalty: 2237.458252
	Iteration 24Q: 3 clusters Score -86689.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86695.507812 Penalty: 2237.458252
	Iteration 25Q: 3 clusters Score -86695.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86700.953125 Penalty: 2237.458252
	Iteration 26Q: 3 clusters Score -86700.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -86704.335938 Penalty: 2237.458252
	Iteration 27Q: 3 clusters Score -86704.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86705.843750 Penalty: 2237.458252
	Iteration 28Q: 3 clusters Score -86705.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -86707.976562 Penalty: 2237.458252
	Iteration 29Q: 3 clusters Score -86707.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86712.164062 Penalty: 2237.458252
	Iteration 30Q: 3 clusters Score -86712.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -86714.953125 Penalty: 2237.458252
	Iteration 31Q: 3 clusters Score -86714.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86723.570312 Penalty: 2237.458252
	Iteration 32Q: 3 clusters Score -86723.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86736.835938 Penalty: 2237.458252
	Iteration 33Q: 3 clusters Score -86736.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -86748.484375 Penalty: 2237.458252
	Iteration 34Q: 3 clusters Score -86748.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -86769.445312 Penalty: 2237.458252
	Iteration 35Q: 3 clusters Score -86769.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86780.781250 Penalty: 2237.458252
	Iteration 36Q: 3 clusters Score -86780.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -86792.945312 Penalty: 2237.458252
	Iteration 37Q: 3 clusters Score -86792.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86820.218750 Penalty: 2237.458252
	Iteration 38Q: 3 clusters Score -86820.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -86868.218750 Penalty: 2237.458252
	Iteration 39Q: 3 clusters Score -86868.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86933.460938 Penalty: 2237.458252
	Iteration 40F: 3 clusters Score -86933.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87008.695312 Penalty: 2237.458252
	Iteration 41Q: 3 clusters Score -87008.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87079.359375 Penalty: 2237.458252
	Iteration 42Q: 3 clusters Score -87079.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87153.445312 Penalty: 2237.458252
	Iteration 43Q: 3 clusters Score -87153.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87196.976562 Penalty: 2237.458252
	Iteration 44Q: 3 clusters Score -87196.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87218.796875 Penalty: 2237.458252
	Iteration 45Q: 3 clusters Score -87218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87227.382812 Penalty: 2237.458252
	Iteration 46Q: 3 clusters Score -87227.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87239.171875 Penalty: 2237.458252
	Iteration 47Q: 3 clusters Score -87239.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87245.164062 Penalty: 2237.458252
	Iteration 48Q: 3 clusters Score -87245.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87245.828125 Penalty: 2237.458252
	Iteration 49Q: 3 clusters Score -87245.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87245.828125 Penalty: 2237.458252
	Iteration 50F: 3 clusters Score -87245.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -111876.757812 Penalty: 1166.513672
	Iteration 0F: 2 clusters Score -111876.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110299.593750 Penalty: 2333.027344
	Iteration 0F: 3 clusters Score -110299.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -110611.281250 Penalty: 2333.027344
	Iteration 1F: 3 clusters Score -110611.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110697.859375 Penalty: 2333.027344
	Iteration 2F: 3 clusters Score -110697.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -110774.890625 Penalty: 2333.027344
	Iteration 3Q: 3 clusters Score -110774.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -110834.851562 Penalty: 2333.027344
	Iteration 4Q: 3 clusters Score -110834.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -110877.960938 Penalty: 2333.027344
	Iteration 5Q: 3 clusters Score -110878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -110925.265625 Penalty: 2333.027344
	Iteration 6Q: 3 clusters Score -110925.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -110953.109375 Penalty: 2333.027344
	Iteration 7Q: 3 clusters Score -110953.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -110973.250000 Penalty: 2333.027344
	Iteration 8Q: 3 clusters Score -110973.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -110991.562500 Penalty: 2333.027344
	Iteration 9Q: 3 clusters Score -110991.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -111007.242188 Penalty: 2333.027344
	Iteration 10Q: 3 clusters Score -111007.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -111018.351562 Penalty: 2333.027344
	Iteration 11Q: 3 clusters Score -111018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -111026.171875 Penalty: 2333.027344
	Iteration 12Q: 3 clusters Score -111026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -111031.375000 Penalty: 2333.027344
	Iteration 13Q: 3 clusters Score -111031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -111036.656250 Penalty: 2333.027344
	Iteration 14Q: 3 clusters Score -111036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -111041.921875 Penalty: 2333.027344
	Iteration 15Q: 3 clusters Score -111041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -111043.984375 Penalty: 2333.027344
	Iteration 16Q: 3 clusters Score -111044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -111045.921875 Penalty: 2333.027344
	Iteration 17Q: 3 clusters Score -111045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -111047.234375 Penalty: 2333.027344
	Iteration 18Q: 3 clusters Score -111047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -111049.859375 Penalty: 2333.027344
	Iteration 19Q: 3 clusters Score -111049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -111053.257812 Penalty: 2333.027344
	Iteration 20F: 3 clusters Score -111053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -111055.460938 Penalty: 2333.027344
	Iteration 21Q: 3 clusters Score -111055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -111057.171875 Penalty: 2333.027344
	Iteration 22Q: 3 clusters Score -111057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -111061.460938 Penalty: 2333.027344
	Iteration 23Q: 3 clusters Score -111061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -111062.039062 Penalty: 2333.027344
	Iteration 24Q: 3 clusters Score -111062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -111062.742188 Penalty: 2333.027344
	Iteration 25Q: 3 clusters Score -111062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -111064.265625 Penalty: 2333.027344
	Iteration 26Q: 3 clusters Score -111064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -111066.250000 Penalty: 2333.027344
	Iteration 27Q: 3 clusters Score -111066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -111068.132812 Penalty: 2333.027344
	Iteration 28Q: 3 clusters Score -111068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -111070.796875 Penalty: 2333.027344
	Iteration 29Q: 3 clusters Score -111070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -111071.296875 Penalty: 2333.027344
	Iteration 30Q: 3 clusters Score -111071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -111071.296875 Penalty: 2333.027344
	Iteration 31F: 3 clusters Score -111071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -378632.406250 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -378632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -375283.375000 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -375283.4 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -376228.375000 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -376228.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -376376.062500 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -376376.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -376472.812500 Penalty: 2700.164551
	Iteration 3Q: 3 clusters Score -376472.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -376561.781250 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -376561.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -376644.437500 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -376644.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -376730.687500 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -376730.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -376819.593750 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -376819.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -376898.093750 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -376898.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -376972.187500 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -376972.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -377034.625000 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -377034.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -377087.656250 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -377087.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -377136.906250 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -377136.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -377194.031250 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -377194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -377286.062500 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -377286.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -377414.843750 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -377414.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -377600.187500 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -377600.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -377849.093750 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -377849.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -378072.812500 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -378072.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -378190.406250 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -378190.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -378250.937500 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -378250.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -378288.125000 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -378288.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -378299.468750 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -378299.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -378307.281250 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -378307.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -378310.843750 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -378310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -378312.156250 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -378312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -378313.906250 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -378313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -378315.031250 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -378315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -378316.906250 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -378316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -378316.531250 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -378316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -378316.531250 Penalty: 2700.164551
	Iteration 30F: 3 clusters Score -378316.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Entering Unmasked Estep 
Score: -1890806.625000 Penalty: 1602.919922
	Iteration 0F: 2 clusters Score -1890807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1877679.875000 Penalty: 3205.839844
	Iteration 0F: 3 clusters Score -1877680 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1882343.875000 Penalty: 3205.839844
	Iteration 1F: 3 clusters Score -1882344 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1882675.125000 Penalty: 3205.839844
	Iteration 2F: 3 clusters Score -1882675 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1882979.375000 Penalty: 3205.839844
	Iteration 3Q: 3 clusters Score -1882979 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1883297.375000 Penalty: 3205.839844
	Iteration 4Q: 3 clusters Score -1883297 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1883603.750000 Penalty: 3205.839844
	Iteration 5Q: 3 clusters Score -1883604 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1883948.500000 Penalty: 3205.839844
	Iteration 6Q: 3 clusters Score -1883948 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1884393.000000 Penalty: 3205.839844
	Iteration 7Q: 3 clusters Score -1884393 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1885000.250000 Penalty: 3205.839844
	Iteration 8F: 3 clusters Score -1885000 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1885810.375000 Penalty: 3205.839844
	Iteration 9F: 3 clusters Score -1885810 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1886756.750000 Penalty: 3205.839844
	Iteration 10F: 3 clusters Score -1886757 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1887656.250000 Penalty: 3205.839844
	Iteration 11F: 3 clusters Score -1887656 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1888329.625000 Penalty: 3205.839844
	Iteration 12Q: 3 clusters Score -1888330 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1888797.875000 Penalty: 3205.839844
	Iteration 13Q: 3 clusters Score -1888798 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1889065.000000 Penalty: 3205.839844
	Iteration 14Q: 3 clusters Score -1889065 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1889196.875000 Penalty: 3205.839844
	Iteration 15Q: 3 clusters Score -1889197 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1889274.000000 Penalty: 3205.839844
	Iteration 16Q: 3 clusters Score -1889274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1889328.000000 Penalty: 3205.839844
	Iteration 17Q: 3 clusters Score -1889328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1889345.000000 Penalty: 3205.839844
	Iteration 18Q: 3 clusters Score -1889345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1889358.125000 Penalty: 3205.839844
	Iteration 19Q: 3 clusters Score -1889358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1889361.500000 Penalty: 3205.839844
	Iteration 20F: 3 clusters Score -1889362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1889369.500000 Penalty: 3205.839844
	Iteration 21Q: 3 clusters Score -1889370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1889379.250000 Penalty: 3205.839844
	Iteration 22Q: 3 clusters Score -1889379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -1889382.125000 Penalty: 3205.839844
	Iteration 23Q: 3 clusters Score -1889382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1889387.500000 Penalty: 3205.839844
	Iteration 24Q: 3 clusters Score -1889388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1889389.250000 Penalty: 3205.839844
	Iteration 25Q: 3 clusters Score -1889389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1889390.750000 Penalty: 3205.839844
	Iteration 26Q: 3 clusters Score -1889391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1889390.750000 Penalty: 3205.839844
	Iteration 27F: 3 clusters Score -1889391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Entering Unmasked Estep 
Score: -694015.312500 Penalty: 1448.823242
	Iteration 0F: 2 clusters Score -694015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -688475.125000 Penalty: 2897.646484
	Iteration 0F: 3 clusters Score -688475.1 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -690120.750000 Penalty: 2897.646484
	Iteration 1F: 3 clusters Score -690120.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -690396.187500 Penalty: 2897.646484
	Iteration 2F: 3 clusters Score -690396.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -690645.625000 Penalty: 2897.646484
	Iteration 3F: 3 clusters Score -690645.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -690862.812500 Penalty: 2897.646484
	Iteration 4F: 3 clusters Score -690862.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -691040.312500 Penalty: 2897.646484
	Iteration 5Q: 3 clusters Score -691040.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -691198.187500 Penalty: 2897.646484
	Iteration 6Q: 3 clusters Score -691198.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -691372.187500 Penalty: 2897.646484
	Iteration 7Q: 3 clusters Score -691372.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -691539.375000 Penalty: 2897.646484
	Iteration 8Q: 3 clusters Score -691539.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -691723.187500 Penalty: 2897.646484
	Iteration 9Q: 3 clusters Score -691723.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -691924.000000 Penalty: 2897.646484
	Iteration 10Q: 3 clusters Score -691924 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -692125.625000 Penalty: 2897.646484
	Iteration 11Q: 3 clusters Score -692125.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -692297.062500 Penalty: 2897.646484
	Iteration 12Q: 3 clusters Score -692297.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -692432.937500 Penalty: 2897.646484
	Iteration 13Q: 3 clusters Score -692432.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -692523.875000 Penalty: 2897.646484
	Iteration 14Q: 3 clusters Score -692523.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -692592.625000 Penalty: 2897.646484
	Iteration 15Q: 3 clusters Score -692592.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -692644.875000 Penalty: 2897.646484
	Iteration 16Q: 3 clusters Score -692644.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -692691.812500 Penalty: 2897.646484
	Iteration 17Q: 3 clusters Score -692691.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -692724.187500 Penalty: 2897.646484
	Iteration 18Q: 3 clusters Score -692724.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -692748.125000 Penalty: 2897.646484
	Iteration 19Q: 3 clusters Score -692748.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -692761.875000 Penalty: 2897.646484
	Iteration 20F: 3 clusters Score -692761.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -692777.375000 Penalty: 2897.646484
	Iteration 21Q: 3 clusters Score -692777.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -692785.187500 Penalty: 2897.646484
	Iteration 22Q: 3 clusters Score -692785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -692790.625000 Penalty: 2897.646484
	Iteration 23Q: 3 clusters Score -692790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -692797.687500 Penalty: 2897.646484
	Iteration 24Q: 3 clusters Score -692797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -692801.187500 Penalty: 2897.646484
	Iteration 25Q: 3 clusters Score -692801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -692801.812500 Penalty: 2897.646484
	Iteration 26Q: 3 clusters Score -692801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -692801.812500 Penalty: 2897.646484
	Iteration 27F: 3 clusters Score -692801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -76650.539062 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -76650.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75258.726562 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -75258.73 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75536.187500 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -75536.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75635.054688 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -75635.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75686.437500 Penalty: 2210.416992
	Iteration 3Q: 3 clusters Score -75686.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75708.343750 Penalty: 2210.416992
	Iteration 4Q: 3 clusters Score -75708.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75717.859375 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -75717.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75724.179688 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -75724.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75733.062500 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -75733.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75740.312500 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -75740.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75746.976562 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -75746.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75749.601562 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -75749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75754.460938 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -75754.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75756.804688 Penalty: 2210.416992
	Iteration 12Q: 3 clusters Score -75756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75759.117188 Penalty: 2210.416992
	Iteration 13Q: 3 clusters Score -75759.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75760.750000 Penalty: 2210.416992
	Iteration 14Q: 3 clusters Score -75760.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75763.500000 Penalty: 2210.416992
	Iteration 15Q: 3 clusters Score -75763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75768.078125 Penalty: 2210.416992
	Iteration 16Q: 3 clusters Score -75768.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75773.062500 Penalty: 2210.416992
	Iteration 17Q: 3 clusters Score -75773.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75781.984375 Penalty: 2210.416992
	Iteration 18Q: 3 clusters Score -75781.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75787.226562 Penalty: 2210.416992
	Iteration 19Q: 3 clusters Score -75787.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75788.867188 Penalty: 2210.416992
	Iteration 20F: 3 clusters Score -75788.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75791.890625 Penalty: 2210.416992
	Iteration 21Q: 3 clusters Score -75791.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75795.875000 Penalty: 2210.416992
	Iteration 22Q: 3 clusters Score -75795.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75798.664062 Penalty: 2210.416992
	Iteration 23Q: 3 clusters Score -75798.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75800.304688 Penalty: 2210.416992
	Iteration 24Q: 3 clusters Score -75800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75803.742188 Penalty: 2210.416992
	Iteration 25Q: 3 clusters Score -75803.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75805.140625 Penalty: 2210.416992
	Iteration 26Q: 3 clusters Score -75805.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75805.140625 Penalty: 2210.416992
	Iteration 27F: 3 clusters Score -75805.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Entering Unmasked Estep 
Score: -1534922.875000 Penalty: 1572.822144
	Iteration 0F: 2 clusters Score -1534923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1523812.000000 Penalty: 3145.644287
	Iteration 0F: 3 clusters Score -1523812 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1527782.000000 Penalty: 3145.644287
	Iteration 1F: 3 clusters Score -1527782 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1528211.000000 Penalty: 3145.644287
	Iteration 2F: 3 clusters Score -1528211 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1528763.625000 Penalty: 3145.644287
	Iteration 3F: 3 clusters Score -1528764 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1529506.125000 Penalty: 3145.644287
	Iteration 4F: 3 clusters Score -1529506 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1530314.625000 Penalty: 3145.644287
	Iteration 5F: 3 clusters Score -1530315 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1531142.375000 Penalty: 3145.644287
	Iteration 6F: 3 clusters Score -1531142 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1531920.750000 Penalty: 3145.644287
	Iteration 7F: 3 clusters Score -1531921 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1532627.000000 Penalty: 3145.644287
	Iteration 8Q: 3 clusters Score -1532627 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1533151.125000 Penalty: 3145.644287
	Iteration 9Q: 3 clusters Score -1533151 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1533464.875000 Penalty: 3145.644287
	Iteration 10Q: 3 clusters Score -1533465 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1533593.000000 Penalty: 3145.644287
	Iteration 11Q: 3 clusters Score -1533593 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1533667.750000 Penalty: 3145.644287
	Iteration 12Q: 3 clusters Score -1533668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1533705.375000 Penalty: 3145.644287
	Iteration 13Q: 3 clusters Score -1533705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1533718.500000 Penalty: 3145.644287
	Iteration 14Q: 3 clusters Score -1533718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1533739.000000 Penalty: 3145.644287
	Iteration 15Q: 3 clusters Score -1533739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1533753.750000 Penalty: 3145.644287
	Iteration 16Q: 3 clusters Score -1533754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1533772.875000 Penalty: 3145.644287
	Iteration 17Q: 3 clusters Score -1533773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1533775.875000 Penalty: 3145.644287
	Iteration 18Q: 3 clusters Score -1533776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1533780.375000 Penalty: 3145.644287
	Iteration 19Q: 3 clusters Score -1533780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1533786.000000 Penalty: 3145.644287
	Iteration 20F: 3 clusters Score -1533786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1533787.250000 Penalty: 3145.644287
	Iteration 21Q: 3 clusters Score -1533787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1533789.750000 Penalty: 3145.644287
	Iteration 22Q: 3 clusters Score -1533790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1533795.875000 Penalty: 3145.644287
	Iteration 23Q: 3 clusters Score -1533796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1533800.750000 Penalty: 3145.644287
	Iteration 24Q: 3 clusters Score -1533801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1533801.875000 Penalty: 3145.644287
	Iteration 25Q: 3 clusters Score -1533802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1533805.375000 Penalty: 3145.644287
	Iteration 26Q: 3 clusters Score -1533805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1533805.500000 Penalty: 3145.644287
	Iteration 27Q: 3 clusters Score -1533806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1533806.750000 Penalty: 3145.644287
	Iteration 28Q: 3 clusters Score -1533807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1533806.750000 Penalty: 3145.644287
	Iteration 29Q: 3 clusters Score -1533807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1533807.500000 Penalty: 3145.644287
	Iteration 30Q: 3 clusters Score -1533808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1533806.500000 Penalty: 3145.644287
	Iteration 31Q: 3 clusters Score -1533806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1533808.875000 Penalty: 3145.644287
	Iteration 32Q: 3 clusters Score -1533809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1533809.625000 Penalty: 3145.644287
	Iteration 33Q: 3 clusters Score -1533810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1533808.750000 Penalty: 3145.644287
	Iteration 34Q: 3 clusters Score -1533809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1533808.250000 Penalty: 3145.644287
	Iteration 35Q: 3 clusters Score -1533808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1533808.250000 Penalty: 3145.644287
	Iteration 36F: 3 clusters Score -1533808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Entering Unmasked Estep 
Score: -3255650.000000 Penalty: 1691.958130
	Iteration 0F: 2 clusters Score -3255650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3233600.250000 Penalty: 3383.916260
	Iteration 0F: 3 clusters Score -3233600 nChanged 15333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3242405.500000 Penalty: 3383.916260
	Iteration 1F: 3 clusters Score -3242406 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3243243.500000 Penalty: 3383.916260
	Iteration 2F: 3 clusters Score -3243244 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3244411.500000 Penalty: 3383.916260
	Iteration 3F: 3 clusters Score -3244412 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3246076.500000 Penalty: 3383.916260
	Iteration 4F: 3 clusters Score -3246076 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3248064.750000 Penalty: 3383.916260
	Iteration 5F: 3 clusters Score -3248065 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3250014.000000 Penalty: 3383.916260
	Iteration 6F: 3 clusters Score -3250014 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3251677.750000 Penalty: 3383.916260
	Iteration 7F: 3 clusters Score -3251678 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3252961.250000 Penalty: 3383.916260
	Iteration 8Q: 3 clusters Score -3252961 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3253713.250000 Penalty: 3383.916260
	Iteration 9Q: 3 clusters Score -3253713 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3254063.000000 Penalty: 3383.916260
	Iteration 10Q: 3 clusters Score -3254063 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3254176.000000 Penalty: 3383.916260
	Iteration 11Q: 3 clusters Score -3254176 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3254242.000000 Penalty: 3383.916260
	Iteration 12Q: 3 clusters Score -3254242 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3254287.500000 Penalty: 3383.916260
	Iteration 13Q: 3 clusters Score -3254288 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -3254310.750000 Penalty: 3383.916260
	Iteration 14Q: 3 clusters Score -3254311 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3254334.250000 Penalty: 3383.916260
	Iteration 15Q: 3 clusters Score -3254334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3254348.500000 Penalty: 3383.916260
	Iteration 16Q: 3 clusters Score -3254348 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3254364.750000 Penalty: 3383.916260
	Iteration 17Q: 3 clusters Score -3254365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3254394.500000 Penalty: 3383.916260
	Iteration 18Q: 3 clusters Score -3254394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3254395.750000 Penalty: 3383.916260
	Iteration 19Q: 3 clusters Score -3254396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3254421.000000 Penalty: 3383.916260
	Iteration 20F: 3 clusters Score -3254421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3254423.500000 Penalty: 3383.916260
	Iteration 21Q: 3 clusters Score -3254424 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3254428.750000 Penalty: 3383.916260
	Iteration 22Q: 3 clusters Score -3254429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3254422.750000 Penalty: 3383.916260
	Iteration 23Q: 3 clusters Score -3254423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3254419.750000 Penalty: 3383.916260
	Iteration 24Q: 3 clusters Score -3254420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3254426.000000 Penalty: 3383.916260
	Iteration 25Q: 3 clusters Score -3254426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3254420.500000 Penalty: 3383.916260
	Iteration 26Q: 3 clusters Score -3254420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3254416.250000 Penalty: 3383.916260
	Iteration 27Q: 3 clusters Score -3254416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3254419.000000 Penalty: 3383.916260
	Iteration 28Q: 3 clusters Score -3254419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3254419.750000 Penalty: 3383.916260
	Iteration 29Q: 3 clusters Score -3254420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3254414.500000 Penalty: 3383.916260
	Iteration 30Q: 3 clusters Score -3254414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3254408.250000 Penalty: 3383.916260
	Iteration 31Q: 3 clusters Score -3254408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3254402.500000 Penalty: 3383.916260
	Iteration 32Q: 3 clusters Score -3254402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3254405.500000 Penalty: 3383.916260
	Iteration 33Q: 3 clusters Score -3254406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -3254403.250000 Penalty: 3383.916260
	Iteration 34Q: 3 clusters Score -3254403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3254408.750000 Penalty: 3383.916260
	Iteration 35Q: 3 clusters Score -3254409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -3254410.500000 Penalty: 3383.916260
	Iteration 36Q: 3 clusters Score -3254410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3254415.250000 Penalty: 3383.916260
	Iteration 37Q: 3 clusters Score -3254415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3254412.750000 Penalty: 3383.916260
	Iteration 38Q: 3 clusters Score -3254413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3254411.250000 Penalty: 3383.916260
	Iteration 39Q: 3 clusters Score -3254411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3254415.500000 Penalty: 3383.916260
	Iteration 40F: 3 clusters Score -3254416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -3254428.250000 Penalty: 3383.916260
	Iteration 41Q: 3 clusters Score -3254428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -3254429.250000 Penalty: 3383.916260
	Iteration 42Q: 3 clusters Score -3254429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3254437.250000 Penalty: 3383.916260
	Iteration 43Q: 3 clusters Score -3254437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -3254437.750000 Penalty: 3383.916260
	Iteration 44Q: 3 clusters Score -3254438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3254442.250000 Penalty: 3383.916260
	Iteration 45Q: 3 clusters Score -3254442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3254439.750000 Penalty: 3383.916260
	Iteration 46Q: 3 clusters Score -3254440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3254438.000000 Penalty: 3383.916260
	Iteration 47Q: 3 clusters Score -3254438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3254434.250000 Penalty: 3383.916260
	Iteration 48Q: 3 clusters Score -3254434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3254431.500000 Penalty: 3383.916260
	Iteration 49Q: 3 clusters Score -3254432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3254428.750000 Penalty: 3383.916260
	Iteration 50Q: 3 clusters Score -3254429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3254429.000000 Penalty: 3383.916260
	Iteration 51Q: 3 clusters Score -3254429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3254431.250000 Penalty: 3383.916260
	Iteration 52Q: 3 clusters Score -3254431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -3254432.750000 Penalty: 3383.916260
	Iteration 53Q: 3 clusters Score -3254433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3254436.250000 Penalty: 3383.916260
	Iteration 54Q: 3 clusters Score -3254436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3254431.500000 Penalty: 3383.916260
	Iteration 55Q: 3 clusters Score -3254432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3254426.500000 Penalty: 3383.916260
	Iteration 56Q: 3 clusters Score -3254426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3254427.500000 Penalty: 3383.916260
	Iteration 57Q: 3 clusters Score -3254428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -3254431.750000 Penalty: 3383.916260
	Iteration 58Q: 3 clusters Score -3254432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3254429.750000 Penalty: 3383.916260
	Iteration 59Q: 3 clusters Score -3254430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3254429.000000 Penalty: 3383.916260
	Iteration 60F: 3 clusters Score -3254429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3254429.500000 Penalty: 3383.916260
	Iteration 61Q: 3 clusters Score -3254430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3254429.000000 Penalty: 3383.916260
	Iteration 62Q: 3 clusters Score -3254429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3254431.000000 Penalty: 3383.916260
	Iteration 63Q: 3 clusters Score -3254431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -3254433.000000 Penalty: 3383.916260
	Iteration 64Q: 3 clusters Score -3254433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3254435.250000 Penalty: 3383.916260
	Iteration 65Q: 3 clusters Score -3254435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3254433.500000 Penalty: 3383.916260
	Iteration 66Q: 3 clusters Score -3254434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -3254435.500000 Penalty: 3383.916260
	Iteration 67Q: 3 clusters Score -3254436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3254431.750000 Penalty: 3383.916260
	Iteration 68Q: 3 clusters Score -3254432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3254434.250000 Penalty: 3383.916260
	Iteration 69Q: 3 clusters Score -3254434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3254431.750000 Penalty: 3383.916260
	Iteration 70Q: 3 clusters Score -3254432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3254428.250000 Penalty: 3383.916260
	Iteration 71Q: 3 clusters Score -3254428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3254428.250000 Penalty: 3383.916260
	Iteration 72F: 3 clusters Score -3254428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -129467.476562 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -129467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -127623.617188 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -127623.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -128055.234375 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -128055.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128210.757812 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -128210.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -128337.687500 Penalty: 2407.772461
	Iteration 3F: 3 clusters Score -128337.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -128457.781250 Penalty: 2407.772461
	Iteration 4F: 3 clusters Score -128457.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -128563.015625 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -128563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -128629.218750 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -128629.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -128676.335938 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -128676.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -128712.593750 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -128712.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -128750.718750 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -128750.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -128790.617188 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -128790.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -128828.546875 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -128828.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -128859.742188 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -128859.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -128878.507812 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -128878.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -128891.406250 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -128891.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -128905.468750 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -128905.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -128919.914062 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -128919.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -128926.632812 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -128926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -128934.757812 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -128934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -128940.960938 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -128941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -128948.539062 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -128948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -128962.500000 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -128962.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -128979.414062 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -128979.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -129001.148438 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -129001.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -129020.992188 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -129021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -129064.921875 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -129064.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -129105.953125 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -129106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -129154.320312 Penalty: 2407.772461
	Iteration 27Q: 3 clusters Score -129154.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -129228.078125 Penalty: 2407.772461
	Iteration 28Q: 3 clusters Score -129228.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -129352.765625 Penalty: 2407.772461
	Iteration 29Q: 3 clusters Score -129352.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -129455.804688 Penalty: 2407.772461
	Iteration 30Q: 3 clusters Score -129455.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -129493.234375 Penalty: 2407.772461
	Iteration 31Q: 3 clusters Score -129493.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -129513.703125 Penalty: 2407.772461
	Iteration 32Q: 3 clusters Score -129513.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -129528.867188 Penalty: 2407.772461
	Iteration 33Q: 3 clusters Score -129528.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -129542.179688 Penalty: 2407.772461
	Iteration 34Q: 3 clusters Score -129542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -129547.429688 Penalty: 2407.772461
	Iteration 35Q: 3 clusters Score -129547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -129558.500000 Penalty: 2407.772461
	Iteration 36Q: 3 clusters Score -129558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129559.609375 Penalty: 2407.772461
	Iteration 37Q: 3 clusters Score -129559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129575.015625 Penalty: 2407.772461
	Iteration 38F: 3 clusters Score -129575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -129586.000000 Penalty: 2407.772461
	Iteration 39Q: 3 clusters Score -129586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -129591.125000 Penalty: 2407.772461
	Iteration 40F: 3 clusters Score -129591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -129597.429688 Penalty: 2407.772461
	Iteration 41Q: 3 clusters Score -129597.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -129604.648438 Penalty: 2407.772461
	Iteration 42Q: 3 clusters Score -129604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -129606.539062 Penalty: 2407.772461
	Iteration 43Q: 3 clusters Score -129606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -129606.539062 Penalty: 2407.772461
	Iteration 44Q: 3 clusters Score -129606.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -129606.539062 Penalty: 2407.772461
	Iteration 45F: 3 clusters Score -129606.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35108 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23936 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48959 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18241 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21926 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19228 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15977 members 
Mstep: Class 29 contains 33258 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 37072 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38043 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40637 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 37977 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4910 members 
Mstep: Class 46 contains 27801 members 
Mstep: Class 47 contains 4719 members 
Mstep: Class 48 contains 908 members 
Entering Unmasked Estep 
Score: -49787484.000000 Penalty: 103005.007812
Splitting cluster 30 changes total score from -49788984.000000 to -49787484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (37072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Entering Unmasked Estep 
Score: -3551898.000000 Penalty: 1709.600342
	Iteration 0F: 2 clusters Score -3551898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3527300.750000 Penalty: 3419.200684
	Iteration 0F: 3 clusters Score -3527301 nChanged 17044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3537038.000000 Penalty: 3419.200684
	Iteration 1F: 3 clusters Score -3537038 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3537493.000000 Penalty: 3419.200684
	Iteration 2Q: 3 clusters Score -3537493 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3537984.500000 Penalty: 3419.200684
	Iteration 3Q: 3 clusters Score -3537984 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3538511.750000 Penalty: 3419.200684
	Iteration 4Q: 3 clusters Score -3538512 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3539131.500000 Penalty: 3419.200684
	Iteration 5Q: 3 clusters Score -3539132 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3539987.750000 Penalty: 3419.200684
	Iteration 6Q: 3 clusters Score -3539988 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3541119.250000 Penalty: 3419.200684
	Iteration 7F: 3 clusters Score -3541119 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3542439.500000 Penalty: 3419.200684
	Iteration 8F: 3 clusters Score -3542440 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3543654.000000 Penalty: 3419.200684
	Iteration 9F: 3 clusters Score -3543654 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3544444.000000 Penalty: 3419.200684
	Iteration 10Q: 3 clusters Score -3544444 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3544847.500000 Penalty: 3419.200684
	Iteration 11Q: 3 clusters Score -3544848 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3545007.750000 Penalty: 3419.200684
	Iteration 12Q: 3 clusters Score -3545008 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3545057.500000 Penalty: 3419.200684
	Iteration 13Q: 3 clusters Score -3545058 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3545127.000000 Penalty: 3419.200684
	Iteration 14Q: 3 clusters Score -3545127 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3545190.000000 Penalty: 3419.200684
	Iteration 15Q: 3 clusters Score -3545190 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3545223.250000 Penalty: 3419.200684
	Iteration 16Q: 3 clusters Score -3545223 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3545272.000000 Penalty: 3419.200684
	Iteration 17Q: 3 clusters Score -3545272 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3545325.500000 Penalty: 3419.200684
	Iteration 18Q: 3 clusters Score -3545326 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3545386.750000 Penalty: 3419.200684
	Iteration 19Q: 3 clusters Score -3545387 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3545455.500000 Penalty: 3419.200684
	Iteration 20F: 3 clusters Score -3545456 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3545504.000000 Penalty: 3419.200684
	Iteration 21Q: 3 clusters Score -3545504 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3545592.750000 Penalty: 3419.200684
	Iteration 22Q: 3 clusters Score -3545593 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3545649.750000 Penalty: 3419.200684
	Iteration 23Q: 3 clusters Score -3545650 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3545725.500000 Penalty: 3419.200684
	Iteration 24Q: 3 clusters Score -3545726 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3545833.750000 Penalty: 3419.200684
	Iteration 25Q: 3 clusters Score -3545834 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3545928.250000 Penalty: 3419.200684
	Iteration 26Q: 3 clusters Score -3545928 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3546031.500000 Penalty: 3419.200684
	Iteration 27Q: 3 clusters Score -3546032 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3546132.500000 Penalty: 3419.200684
	Iteration 28Q: 3 clusters Score -3546132 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3546246.500000 Penalty: 3419.200684
	Iteration 29Q: 3 clusters Score -3546246 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3546413.250000 Penalty: 3419.200684
	Iteration 30Q: 3 clusters Score -3546413 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3546562.250000 Penalty: 3419.200684
	Iteration 31Q: 3 clusters Score -3546562 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3546691.750000 Penalty: 3419.200684
	Iteration 32Q: 3 clusters Score -3546692 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3546855.750000 Penalty: 3419.200684
	Iteration 33Q: 3 clusters Score -3546856 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3547042.000000 Penalty: 3419.200684
	Iteration 34Q: 3 clusters Score -3547042 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3547217.750000 Penalty: 3419.200684
	Iteration 35Q: 3 clusters Score -3547218 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3547414.000000 Penalty: 3419.200684
	Iteration 36Q: 3 clusters Score -3547414 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3547593.250000 Penalty: 3419.200684
	Iteration 37Q: 3 clusters Score -3547593 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -3547777.000000 Penalty: 3419.200684
	Iteration 38Q: 3 clusters Score -3547777 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -3547990.250000 Penalty: 3419.200684
	Iteration 39Q: 3 clusters Score -3547990 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3548187.500000 Penalty: 3419.200684
	Iteration 40F: 3 clusters Score -3548188 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3548423.500000 Penalty: 3419.200684
	Iteration 41Q: 3 clusters Score -3548424 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -3548645.750000 Penalty: 3419.200684
	Iteration 42Q: 3 clusters Score -3548646 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3548832.000000 Penalty: 3419.200684
	Iteration 43Q: 3 clusters Score -3548832 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -3548999.250000 Penalty: 3419.200684
	Iteration 44Q: 3 clusters Score -3548999 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -3549180.750000 Penalty: 3419.200684
	Iteration 45Q: 3 clusters Score -3549181 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -3549447.000000 Penalty: 3419.200684
	Iteration 46Q: 3 clusters Score -3549447 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -3549703.500000 Penalty: 3419.200684
	Iteration 47Q: 3 clusters Score -3549704 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3549911.000000 Penalty: 3419.200684
	Iteration 48Q: 3 clusters Score -3549911 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3550099.500000 Penalty: 3419.200684
	Iteration 49Q: 3 clusters Score -3550100 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3550227.750000 Penalty: 3419.200684
	Iteration 50Q: 3 clusters Score -3550228 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -3550319.500000 Penalty: 3419.200684
	Iteration 51Q: 3 clusters Score -3550320 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -3550401.000000 Penalty: 3419.200684
	Iteration 52Q: 3 clusters Score -3550401 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3550483.500000 Penalty: 3419.200684
	Iteration 53Q: 3 clusters Score -3550484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -3550535.250000 Penalty: 3419.200684
	Iteration 54Q: 3 clusters Score -3550535 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -3550578.250000 Penalty: 3419.200684
	Iteration 55Q: 3 clusters Score -3550578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -3550618.500000 Penalty: 3419.200684
	Iteration 56Q: 3 clusters Score -3550618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -3550654.750000 Penalty: 3419.200684
	Iteration 57Q: 3 clusters Score -3550655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -3550674.500000 Penalty: 3419.200684
	Iteration 58Q: 3 clusters Score -3550674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3550688.500000 Penalty: 3419.200684
	Iteration 59Q: 3 clusters Score -3550688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -3550701.250000 Penalty: 3419.200684
	Iteration 60F: 3 clusters Score -3550701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -3550706.250000 Penalty: 3419.200684
	Iteration 61Q: 3 clusters Score -3550706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -3550714.250000 Penalty: 3419.200684
	Iteration 62Q: 3 clusters Score -3550714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -3550718.500000 Penalty: 3419.200684
	Iteration 63Q: 3 clusters Score -3550718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -3550719.500000 Penalty: 3419.200684
	Iteration 64Q: 3 clusters Score -3550720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -3550719.750000 Penalty: 3419.200684
	Iteration 65Q: 3 clusters Score -3550720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -3550725.750000 Penalty: 3419.200684
	Iteration 66Q: 3 clusters Score -3550726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -3550728.250000 Penalty: 3419.200684
	Iteration 67Q: 3 clusters Score -3550728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -3550730.500000 Penalty: 3419.200684
	Iteration 68Q: 3 clusters Score -3550730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -3550731.000000 Penalty: 3419.200684
	Iteration 69Q: 3 clusters Score -3550731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -3550735.500000 Penalty: 3419.200684
	Iteration 70Q: 3 clusters Score -3550736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -3550742.250000 Penalty: 3419.200684
	Iteration 71Q: 3 clusters Score -3550742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -3550746.250000 Penalty: 3419.200684
	Iteration 72Q: 3 clusters Score -3550746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -3550745.250000 Penalty: 3419.200684
	Iteration 73Q: 3 clusters Score -3550745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -3550746.000000 Penalty: 3419.200684
	Iteration 74Q: 3 clusters Score -3550746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -3550747.000000 Penalty: 3419.200684
	Iteration 75Q: 3 clusters Score -3550747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -3550747.500000 Penalty: 3419.200684
	Iteration 76Q: 3 clusters Score -3550748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -3550748.000000 Penalty: 3419.200684
	Iteration 77Q: 3 clusters Score -3550748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -3550752.750000 Penalty: 3419.200684
	Iteration 78Q: 3 clusters Score -3550753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -3550751.500000 Penalty: 3419.200684
	Iteration 79Q: 3 clusters Score -3550752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -3550755.250000 Penalty: 3419.200684
	Iteration 80F: 3 clusters Score -3550755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -3550752.750000 Penalty: 3419.200684
	Iteration 81Q: 3 clusters Score -3550753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -3550754.750000 Penalty: 3419.200684
	Iteration 82Q: 3 clusters Score -3550755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -3550758.000000 Penalty: 3419.200684
	Iteration 83Q: 3 clusters Score -3550758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -3550769.750000 Penalty: 3419.200684
	Iteration 84Q: 3 clusters Score -3550770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -3550771.250000 Penalty: 3419.200684
	Iteration 85Q: 3 clusters Score -3550771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -3550769.500000 Penalty: 3419.200684
	Iteration 86Q: 3 clusters Score -3550770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -3550768.750000 Penalty: 3419.200684
	Iteration 87Q: 3 clusters Score -3550769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3550772.250000 Penalty: 3419.200684
	Iteration 88Q: 3 clusters Score -3550772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3550775.750000 Penalty: 3419.200684
	Iteration 89Q: 3 clusters Score -3550776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -3550777.500000 Penalty: 3419.200684
	Iteration 90Q: 3 clusters Score -3550778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -3550773.500000 Penalty: 3419.200684
	Iteration 91Q: 3 clusters Score -3550774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -3550785.750000 Penalty: 3419.200684
	Iteration 92Q: 3 clusters Score -3550786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -3550787.250000 Penalty: 3419.200684
	Iteration 93Q: 3 clusters Score -3550787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -3550787.250000 Penalty: 3419.200684
	Iteration 94Q: 3 clusters Score -3550787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -3550793.000000 Penalty: 3419.200684
	Iteration 95Q: 3 clusters Score -3550793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -3550793.250000 Penalty: 3419.200684
	Iteration 96Q: 3 clusters Score -3550793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -3550793.500000 Penalty: 3419.200684
	Iteration 97Q: 3 clusters Score -3550794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -3550801.000000 Penalty: 3419.200684
	Iteration 98Q: 3 clusters Score -3550801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -3550809.500000 Penalty: 3419.200684
	Iteration 99Q: 3 clusters Score -3550810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -3550819.000000 Penalty: 3419.200684
	Iteration 100F: 3 clusters Score -3550819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -3550825.250000 Penalty: 3419.200684
	Iteration 101Q: 3 clusters Score -3550825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -3550833.750000 Penalty: 3419.200684
	Iteration 102Q: 3 clusters Score -3550834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -3550837.750000 Penalty: 3419.200684
	Iteration 103Q: 3 clusters Score -3550838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -3550842.250000 Penalty: 3419.200684
	Iteration 104Q: 3 clusters Score -3550842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -3550846.000000 Penalty: 3419.200684
	Iteration 105Q: 3 clusters Score -3550846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -3550850.500000 Penalty: 3419.200684
	Iteration 106Q: 3 clusters Score -3550850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -3550852.750000 Penalty: 3419.200684
	Iteration 107Q: 3 clusters Score -3550853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -3550853.250000 Penalty: 3419.200684
	Iteration 108Q: 3 clusters Score -3550853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -3550852.250000 Penalty: 3419.200684
	Iteration 109Q: 3 clusters Score -3550852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -3550852.250000 Penalty: 3419.200684
	Iteration 110F: 3 clusters Score -3550852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -216745.687500 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -216745.7 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 1143 members 
Entering Unmasked Estep 
Score: -214438.031250 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -214438 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215020.609375 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -215020.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -215135.671875 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -215135.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -215198.125000 Penalty: 2524.223145
	Iteration 3Q: 3 clusters Score -215198.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -215242.890625 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -215242.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -215290.687500 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -215290.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -215334.937500 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -215334.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215363.468750 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -215363.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215391.781250 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -215391.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215438.468750 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -215438.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -215513.609375 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -215513.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -215612.593750 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -215612.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215695.359375 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -215695.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215756.062500 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -215756.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215814.734375 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -215814.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -215868.671875 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -215868.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215909.078125 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -215909.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -215946.343750 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -215946.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215985.703125 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -215985.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -216023.546875 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -216023.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -216053.265625 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -216053.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -216078.531250 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -216078.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -216092.656250 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -216092.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -216102.531250 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -216102.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -216118.640625 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -216118.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -216131.046875 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -216131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -216138.031250 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -216138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -216141.984375 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -216142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -216144.484375 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -216144.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -216147.062500 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -216147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -216149.484375 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -216149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -216151.046875 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -216151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -216152.609375 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -216152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -216154.531250 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -216154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -216155.234375 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -216155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -216156.828125 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -216156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -216157.453125 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -216157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -216158.062500 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -216158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -216158.062500 Penalty: 2524.223145
	Iteration 38F: 3 clusters Score -216158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Entering Unmasked Estep 
Score: -3627228.000000 Penalty: 1713.801758
	Iteration 0F: 2 clusters Score -3627228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3603163.250000 Penalty: 3427.603516
	Iteration 0F: 3 clusters Score -3603163 nChanged 17724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3613065.500000 Penalty: 3427.603516
	Iteration 1F: 3 clusters Score -3613066 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3613498.000000 Penalty: 3427.603516
	Iteration 2Q: 3 clusters Score -3613498 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3614032.250000 Penalty: 3427.603516
	Iteration 3Q: 3 clusters Score -3614032 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3614814.750000 Penalty: 3427.603516
	Iteration 4Q: 3 clusters Score -3614815 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3616017.500000 Penalty: 3427.603516
	Iteration 5F: 3 clusters Score -3616018 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3617996.500000 Penalty: 3427.603516
	Iteration 6F: 3 clusters Score -3617996 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3620871.500000 Penalty: 3427.603516
	Iteration 7F: 3 clusters Score -3620872 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3623604.750000 Penalty: 3427.603516
	Iteration 8F: 3 clusters Score -3623605 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3625033.000000 Penalty: 3427.603516
	Iteration 9Q: 3 clusters Score -3625033 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3625452.750000 Penalty: 3427.603516
	Iteration 10Q: 3 clusters Score -3625453 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3625622.250000 Penalty: 3427.603516
	Iteration 11Q: 3 clusters Score -3625622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3625699.750000 Penalty: 3427.603516
	Iteration 12Q: 3 clusters Score -3625700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3625728.250000 Penalty: 3427.603516
	Iteration 13Q: 3 clusters Score -3625728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3625731.250000 Penalty: 3427.603516
	Iteration 14Q: 3 clusters Score -3625731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3625738.750000 Penalty: 3427.603516
	Iteration 15Q: 3 clusters Score -3625739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3625746.750000 Penalty: 3427.603516
	Iteration 16Q: 3 clusters Score -3625747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3625748.750000 Penalty: 3427.603516
	Iteration 17Q: 3 clusters Score -3625749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3625748.750000 Penalty: 3427.603516
	Iteration 18F: 3 clusters Score -3625749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -546567.687500 Penalty: 1413.562744
	Iteration 0F: 2 clusters Score -546567.7 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 2949 members 
Entering Unmasked Estep 
Score: -541982.312500 Penalty: 2827.125488
	Iteration 0F: 3 clusters Score -541982.3 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -543545.312500 Penalty: 2827.125488
	Iteration 1F: 3 clusters Score -543545.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -544083.375000 Penalty: 2827.125488
	Iteration 2F: 3 clusters Score -544083.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -544657.875000 Penalty: 2827.125488
	Iteration 3F: 3 clusters Score -544657.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -545207.312500 Penalty: 2827.125488
	Iteration 4F: 3 clusters Score -545207.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -545623.500000 Penalty: 2827.125488
	Iteration 5F: 3 clusters Score -545623.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -545948.875000 Penalty: 2827.125488
	Iteration 6Q: 3 clusters Score -545948.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -546227.687500 Penalty: 2827.125488
	Iteration 7Q: 3 clusters Score -546227.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -546360.312500 Penalty: 2827.125488
	Iteration 8Q: 3 clusters Score -546360.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -546433.062500 Penalty: 2827.125488
	Iteration 9Q: 3 clusters Score -546433.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -546458.812500 Penalty: 2827.125488
	Iteration 10Q: 3 clusters Score -546458.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -546479.062500 Penalty: 2827.125488
	Iteration 11Q: 3 clusters Score -546479.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -546489.562500 Penalty: 2827.125488
	Iteration 12Q: 3 clusters Score -546489.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -546496.750000 Penalty: 2827.125488
	Iteration 13Q: 3 clusters Score -546496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -546502.187500 Penalty: 2827.125488
	Iteration 14Q: 3 clusters Score -546502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -546505.562500 Penalty: 2827.125488
	Iteration 15Q: 3 clusters Score -546505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -546505.812500 Penalty: 2827.125488
	Iteration 16Q: 3 clusters Score -546505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -546506.375000 Penalty: 2827.125488
	Iteration 17Q: 3 clusters Score -546506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -546506.312500 Penalty: 2827.125488
	Iteration 18Q: 3 clusters Score -546506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -546506.312500 Penalty: 2827.125488
	Iteration 19Q: 3 clusters Score -546506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -546506.312500 Penalty: 2827.125488
	Iteration 20F: 3 clusters Score -546506.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Entering Unmasked Estep 
Score: -3903459.000000 Penalty: 1724.520630
	Iteration 0F: 2 clusters Score -3903459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3879227.750000 Penalty: 3449.041260
	Iteration 0F: 3 clusters Score -3879228 nChanged 18820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3889730.000000 Penalty: 3449.041260
	Iteration 1F: 3 clusters Score -3889730 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3890210.500000 Penalty: 3449.041260
	Iteration 2Q: 3 clusters Score -3890210 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3890677.750000 Penalty: 3449.041260
	Iteration 3Q: 3 clusters Score -3890678 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3891132.000000 Penalty: 3449.041260
	Iteration 4Q: 3 clusters Score -3891132 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3891676.250000 Penalty: 3449.041260
	Iteration 5Q: 3 clusters Score -3891676 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3892376.750000 Penalty: 3449.041260
	Iteration 6Q: 3 clusters Score -3892377 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3893315.500000 Penalty: 3449.041260
	Iteration 7Q: 3 clusters Score -3893316 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3894540.250000 Penalty: 3449.041260
	Iteration 8F: 3 clusters Score -3894540 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3896008.500000 Penalty: 3449.041260
	Iteration 9F: 3 clusters Score -3896008 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3897327.000000 Penalty: 3449.041260
	Iteration 10F: 3 clusters Score -3897327 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3898102.250000 Penalty: 3449.041260
	Iteration 11Q: 3 clusters Score -3898102 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3898556.500000 Penalty: 3449.041260
	Iteration 12Q: 3 clusters Score -3898556 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3898764.250000 Penalty: 3449.041260
	Iteration 13Q: 3 clusters Score -3898764 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3898881.250000 Penalty: 3449.041260
	Iteration 14Q: 3 clusters Score -3898881 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3898957.750000 Penalty: 3449.041260
	Iteration 15Q: 3 clusters Score -3898958 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3899044.750000 Penalty: 3449.041260
	Iteration 16Q: 3 clusters Score -3899045 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3899152.000000 Penalty: 3449.041260
	Iteration 17Q: 3 clusters Score -3899152 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3899221.250000 Penalty: 3449.041260
	Iteration 18Q: 3 clusters Score -3899221 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3899331.500000 Penalty: 3449.041260
	Iteration 19Q: 3 clusters Score -3899332 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3899427.750000 Penalty: 3449.041260
	Iteration 20F: 3 clusters Score -3899428 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3899519.750000 Penalty: 3449.041260
	Iteration 21Q: 3 clusters Score -3899520 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3899582.750000 Penalty: 3449.041260
	Iteration 22Q: 3 clusters Score -3899583 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3899663.750000 Penalty: 3449.041260
	Iteration 23Q: 3 clusters Score -3899664 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3899731.250000 Penalty: 3449.041260
	Iteration 24Q: 3 clusters Score -3899731 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3899801.500000 Penalty: 3449.041260
	Iteration 25Q: 3 clusters Score -3899802 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3899874.500000 Penalty: 3449.041260
	Iteration 26Q: 3 clusters Score -3899874 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3899961.000000 Penalty: 3449.041260
	Iteration 27Q: 3 clusters Score -3899961 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -3900075.500000 Penalty: 3449.041260
	Iteration 28Q: 3 clusters Score -3900076 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3900215.000000 Penalty: 3449.041260
	Iteration 29Q: 3 clusters Score -3900215 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -3900372.500000 Penalty: 3449.041260
	Iteration 30Q: 3 clusters Score -3900372 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3900522.500000 Penalty: 3449.041260
	Iteration 31Q: 3 clusters Score -3900522 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -3900698.500000 Penalty: 3449.041260
	Iteration 32Q: 3 clusters Score -3900698 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3900936.000000 Penalty: 3449.041260
	Iteration 33Q: 3 clusters Score -3900936 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -3901115.500000 Penalty: 3449.041260
	Iteration 34Q: 3 clusters Score -3901116 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3901364.750000 Penalty: 3449.041260
	Iteration 35Q: 3 clusters Score -3901365 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -3901468.750000 Penalty: 3449.041260
	Iteration 36Q: 3 clusters Score -3901469 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -3901557.750000 Penalty: 3449.041260
	Iteration 37Q: 3 clusters Score -3901558 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -3901632.250000 Penalty: 3449.041260
	Iteration 38Q: 3 clusters Score -3901632 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -3901685.750000 Penalty: 3449.041260
	Iteration 39Q: 3 clusters Score -3901686 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -3901757.250000 Penalty: 3449.041260
	Iteration 40F: 3 clusters Score -3901757 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -3901774.000000 Penalty: 3449.041260
	Iteration 41Q: 3 clusters Score -3901774 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -3901758.250000 Penalty: 3449.041260
	Iteration 42Q: 3 clusters Score -3901758 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -3901789.500000 Penalty: 3449.041260
	Iteration 43Q: 3 clusters Score -3901790 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -3901824.500000 Penalty: 3449.041260
	Iteration 44Q: 3 clusters Score -3901824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3901879.500000 Penalty: 3449.041260
	Iteration 45Q: 3 clusters Score -3901880 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -3901938.000000 Penalty: 3449.041260
	Iteration 46Q: 3 clusters Score -3901938 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -3901985.000000 Penalty: 3449.041260
	Iteration 47Q: 3 clusters Score -3901985 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -3901992.250000 Penalty: 3449.041260
	Iteration 48Q: 3 clusters Score -3901992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -3902014.000000 Penalty: 3449.041260
	Iteration 49Q: 3 clusters Score -3902014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -3902028.000000 Penalty: 3449.041260
	Iteration 50Q: 3 clusters Score -3902028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -3902036.000000 Penalty: 3449.041260
	Iteration 51Q: 3 clusters Score -3902036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -3902060.750000 Penalty: 3449.041260
	Iteration 52Q: 3 clusters Score -3902061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -3902078.250000 Penalty: 3449.041260
	Iteration 53Q: 3 clusters Score -3902078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -3902083.750000 Penalty: 3449.041260
	Iteration 54Q: 3 clusters Score -3902084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -3902077.750000 Penalty: 3449.041260
	Iteration 55Q: 3 clusters Score -3902078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -3902078.750000 Penalty: 3449.041260
	Iteration 56Q: 3 clusters Score -3902079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -3902089.750000 Penalty: 3449.041260
	Iteration 57Q: 3 clusters Score -3902090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -3902088.750000 Penalty: 3449.041260
	Iteration 58Q: 3 clusters Score -3902089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -3902087.250000 Penalty: 3449.041260
	Iteration 59Q: 3 clusters Score -3902087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -3902092.250000 Penalty: 3449.041260
	Iteration 60F: 3 clusters Score -3902092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -3902098.500000 Penalty: 3449.041260
	Iteration 61Q: 3 clusters Score -3902098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -3902106.500000 Penalty: 3449.041260
	Iteration 62Q: 3 clusters Score -3902106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -3902109.250000 Penalty: 3449.041260
	Iteration 63Q: 3 clusters Score -3902109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -3902101.250000 Penalty: 3449.041260
	Iteration 64Q: 3 clusters Score -3902101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -3902104.500000 Penalty: 3449.041260
	Iteration 65Q: 3 clusters Score -3902104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -3902106.250000 Penalty: 3449.041260
	Iteration 66Q: 3 clusters Score -3902106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -3902106.000000 Penalty: 3449.041260
	Iteration 67Q: 3 clusters Score -3902106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -3902112.500000 Penalty: 3449.041260
	Iteration 68Q: 3 clusters Score -3902112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -3902116.000000 Penalty: 3449.041260
	Iteration 69Q: 3 clusters Score -3902116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -3902112.250000 Penalty: 3449.041260
	Iteration 70Q: 3 clusters Score -3902112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -3902114.000000 Penalty: 3449.041260
	Iteration 71Q: 3 clusters Score -3902114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -3902114.000000 Penalty: 3449.041260
	Iteration 72F: 3 clusters Score -3902114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -128836.671875 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -128836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -127113.218750 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -127113.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -127480.101562 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -127480.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127601.406250 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -127601.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -127686.070312 Penalty: 2365.778564
	Iteration 3F: 3 clusters Score -127686.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -127782.625000 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -127782.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127901.390625 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -127901.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127990.367188 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -127990.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -128046.734375 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -128046.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -128087.445312 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -128087.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -128125.867188 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -128125.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128174.382812 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -128174.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -128212.351562 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -128212.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -128240.468750 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -128240.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -128259.312500 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -128259.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -128276.156250 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -128276.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -128292.414062 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -128292.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -128317.429688 Penalty: 2365.778564
	Iteration 16Q: 3 clusters Score -128317.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -128346.960938 Penalty: 2365.778564
	Iteration 17Q: 3 clusters Score -128347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -128383.445312 Penalty: 2365.778564
	Iteration 18Q: 3 clusters Score -128383.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -128407.750000 Penalty: 2365.778564
	Iteration 19Q: 3 clusters Score -128407.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128428.914062 Penalty: 2365.778564
	Iteration 20F: 3 clusters Score -128428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -128444.867188 Penalty: 2365.778564
	Iteration 21Q: 3 clusters Score -128444.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -128464.539062 Penalty: 2365.778564
	Iteration 22Q: 3 clusters Score -128464.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -128484.210938 Penalty: 2365.778564
	Iteration 23Q: 3 clusters Score -128484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -128508.437500 Penalty: 2365.778564
	Iteration 24Q: 3 clusters Score -128508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -128528.835938 Penalty: 2365.778564
	Iteration 25Q: 3 clusters Score -128528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -128548.445312 Penalty: 2365.778564
	Iteration 26Q: 3 clusters Score -128548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -128582.046875 Penalty: 2365.778564
	Iteration 27Q: 3 clusters Score -128582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -128609.906250 Penalty: 2365.778564
	Iteration 28Q: 3 clusters Score -128609.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -128625.429688 Penalty: 2365.778564
	Iteration 29Q: 3 clusters Score -128625.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -128635.804688 Penalty: 2365.778564
	Iteration 30Q: 3 clusters Score -128635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -128642.843750 Penalty: 2365.778564
	Iteration 31Q: 3 clusters Score -128642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128655.921875 Penalty: 2365.778564
	Iteration 32Q: 3 clusters Score -128655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -128669.976562 Penalty: 2365.778564
	Iteration 33Q: 3 clusters Score -128670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -128682.687500 Penalty: 2365.778564
	Iteration 34Q: 3 clusters Score -128682.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -128688.093750 Penalty: 2365.778564
	Iteration 35Q: 3 clusters Score -128688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -128688.468750 Penalty: 2365.778564
	Iteration 36Q: 3 clusters Score -128688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -128691.429688 Penalty: 2365.778564
	Iteration 37Q: 3 clusters Score -128691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -128692.984375 Penalty: 2365.778564
	Iteration 38Q: 3 clusters Score -128693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -128692.984375 Penalty: 2365.778564
	Iteration 39F: 3 clusters Score -128693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -87527.531250 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -87527.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86084.781250 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -86084.78 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86475.226562 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -86475.23 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86641.453125 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -86641.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86793.843750 Penalty: 2281.271484
	Iteration 3F: 3 clusters Score -86793.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86951.804688 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -86951.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87031.343750 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -87031.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87097.289062 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -87097.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87145.679688 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -87145.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87186.312500 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -87186.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87210.835938 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -87210.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87221.796875 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -87221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87233.382812 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -87233.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87241.375000 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -87241.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87259.812500 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -87259.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87278.328125 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -87278.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87292.562500 Penalty: 2281.271484
	Iteration 15Q: 3 clusters Score -87292.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87301.726562 Penalty: 2281.271484
	Iteration 16Q: 3 clusters Score -87301.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87304.812500 Penalty: 2281.271484
	Iteration 17Q: 3 clusters Score -87304.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87305.398438 Penalty: 2281.271484
	Iteration 18Q: 3 clusters Score -87305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87305.812500 Penalty: 2281.271484
	Iteration 19Q: 3 clusters Score -87305.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87306.609375 Penalty: 2281.271484
	Iteration 20F: 3 clusters Score -87306.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87308.289062 Penalty: 2281.271484
	Iteration 21Q: 3 clusters Score -87308.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87308.750000 Penalty: 2281.271484
	Iteration 22Q: 3 clusters Score -87308.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87308.750000 Penalty: 2281.271484
	Iteration 23F: 3 clusters Score -87308.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -495723.375000 Penalty: 1398.107422
	Iteration 0F: 2 clusters Score -495723.4 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 2682 members 
Entering Unmasked Estep 
Score: -491438.125000 Penalty: 2796.214844
	Iteration 0F: 3 clusters Score -491438.1 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -492783.968750 Penalty: 2796.214844
	Iteration 1F: 3 clusters Score -492784 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -493130.125000 Penalty: 2796.214844
	Iteration 2F: 3 clusters Score -493130.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -493342.437500 Penalty: 2796.214844
	Iteration 3F: 3 clusters Score -493342.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -493517.750000 Penalty: 2796.214844
	Iteration 4F: 3 clusters Score -493517.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -493666.718750 Penalty: 2796.214844
	Iteration 5Q: 3 clusters Score -493666.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -493796.968750 Penalty: 2796.214844
	Iteration 6Q: 3 clusters Score -493797 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -493918.062500 Penalty: 2796.214844
	Iteration 7Q: 3 clusters Score -493918.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -494045.593750 Penalty: 2796.214844
	Iteration 8Q: 3 clusters Score -494045.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -494170.593750 Penalty: 2796.214844
	Iteration 9Q: 3 clusters Score -494170.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -494282.062500 Penalty: 2796.214844
	Iteration 10Q: 3 clusters Score -494282.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -494377.093750 Penalty: 2796.214844
	Iteration 11Q: 3 clusters Score -494377.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -494455.812500 Penalty: 2796.214844
	Iteration 12Q: 3 clusters Score -494455.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -494519.718750 Penalty: 2796.214844
	Iteration 13Q: 3 clusters Score -494519.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -494574.843750 Penalty: 2796.214844
	Iteration 14Q: 3 clusters Score -494574.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -494632.437500 Penalty: 2796.214844
	Iteration 15Q: 3 clusters Score -494632.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -494690.156250 Penalty: 2796.214844
	Iteration 16Q: 3 clusters Score -494690.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -494737.375000 Penalty: 2796.214844
	Iteration 17Q: 3 clusters Score -494737.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -494775.187500 Penalty: 2796.214844
	Iteration 18Q: 3 clusters Score -494775.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -494795.687500 Penalty: 2796.214844
	Iteration 19Q: 3 clusters Score -494795.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -494807.781250 Penalty: 2796.214844
	Iteration 20F: 3 clusters Score -494807.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -494816.812500 Penalty: 2796.214844
	Iteration 21Q: 3 clusters Score -494816.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -494824.343750 Penalty: 2796.214844
	Iteration 22Q: 3 clusters Score -494824.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -494830.125000 Penalty: 2796.214844
	Iteration 23Q: 3 clusters Score -494830.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -494832.531250 Penalty: 2796.214844
	Iteration 24Q: 3 clusters Score -494832.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -494834.281250 Penalty: 2796.214844
	Iteration 25Q: 3 clusters Score -494834.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -494839.000000 Penalty: 2796.214844
	Iteration 26Q: 3 clusters Score -494839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -494842.687500 Penalty: 2796.214844
	Iteration 27Q: 3 clusters Score -494842.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -494847.687500 Penalty: 2796.214844
	Iteration 28Q: 3 clusters Score -494847.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -494851.968750 Penalty: 2796.214844
	Iteration 29Q: 3 clusters Score -494852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -494854.187500 Penalty: 2796.214844
	Iteration 30Q: 3 clusters Score -494854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -494856.156250 Penalty: 2796.214844
	Iteration 31Q: 3 clusters Score -494856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -494858.656250 Penalty: 2796.214844
	Iteration 32Q: 3 clusters Score -494858.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -494859.968750 Penalty: 2796.214844
	Iteration 33Q: 3 clusters Score -494860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -494859.687500 Penalty: 2796.214844
	Iteration 34Q: 3 clusters Score -494859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -494860.437500 Penalty: 2796.214844
	Iteration 35Q: 3 clusters Score -494860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -494860.437500 Penalty: 2796.214844
	Iteration 36Q: 3 clusters Score -494860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -494860.968750 Penalty: 2796.214844
	Iteration 37Q: 3 clusters Score -494861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -494860.593750 Penalty: 2796.214844
	Iteration 38Q: 3 clusters Score -494860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -494861.593750 Penalty: 2796.214844
	Iteration 39Q: 3 clusters Score -494861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -494861.593750 Penalty: 2796.214844
	Iteration 40F: 3 clusters Score -494861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Entering Unmasked Estep 
Score: -795385.500000 Penalty: 1466.088257
	Iteration 0F: 2 clusters Score -795385.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -789259.125000 Penalty: 2932.176514
	Iteration 0F: 3 clusters Score -789259.1 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -791245.687500 Penalty: 2932.176514
	Iteration 1F: 3 clusters Score -791245.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -791575.250000 Penalty: 2932.176514
	Iteration 2F: 3 clusters Score -791575.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -791956.187500 Penalty: 2932.176514
	Iteration 3F: 3 clusters Score -791956.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -792403.312500 Penalty: 2932.176514
	Iteration 4F: 3 clusters Score -792403.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -792828.125000 Penalty: 2932.176514
	Iteration 5F: 3 clusters Score -792828.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -793220.000000 Penalty: 2932.176514
	Iteration 6F: 3 clusters Score -793220 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -793585.187500 Penalty: 2932.176514
	Iteration 7Q: 3 clusters Score -793585.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -793961.062500 Penalty: 2932.176514
	Iteration 8Q: 3 clusters Score -793961.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -794271.437500 Penalty: 2932.176514
	Iteration 9Q: 3 clusters Score -794271.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -794453.500000 Penalty: 2932.176514
	Iteration 10Q: 3 clusters Score -794453.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -794513.625000 Penalty: 2932.176514
	Iteration 11Q: 3 clusters Score -794513.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -794533.312500 Penalty: 2932.176514
	Iteration 12Q: 3 clusters Score -794533.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -794544.625000 Penalty: 2932.176514
	Iteration 13Q: 3 clusters Score -794544.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -794550.562500 Penalty: 2932.176514
	Iteration 14Q: 3 clusters Score -794550.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -794555.187500 Penalty: 2932.176514
	Iteration 15Q: 3 clusters Score -794555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -794554.312500 Penalty: 2932.176514
	Iteration 16Q: 3 clusters Score -794554.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -794557.125000 Penalty: 2932.176514
	Iteration 17Q: 3 clusters Score -794557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -794555.375000 Penalty: 2932.176514
	Iteration 18Q: 3 clusters Score -794555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -794555.125000 Penalty: 2932.176514
	Iteration 19Q: 3 clusters Score -794555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -794557.062500 Penalty: 2932.176514
	Iteration 20F: 3 clusters Score -794557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -794557.125000 Penalty: 2932.176514
	Iteration 21Q: 3 clusters Score -794557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -794556.437500 Penalty: 2932.176514
	Iteration 22Q: 3 clusters Score -794556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -794557.562500 Penalty: 2932.176514
	Iteration 23Q: 3 clusters Score -794557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -794559.312500 Penalty: 2932.176514
	Iteration 24Q: 3 clusters Score -794559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -794559.625000 Penalty: 2932.176514
	Iteration 25Q: 3 clusters Score -794559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -794561.000000 Penalty: 2932.176514
	Iteration 26Q: 3 clusters Score -794561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -794560.187500 Penalty: 2932.176514
	Iteration 27Q: 3 clusters Score -794560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -794560.437500 Penalty: 2932.176514
	Iteration 28Q: 3 clusters Score -794560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -794560.625000 Penalty: 2932.176514
	Iteration 29Q: 3 clusters Score -794560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -794561.375000 Penalty: 2932.176514
	Iteration 30Q: 3 clusters Score -794561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -794561.375000 Penalty: 2932.176514
	Iteration 31F: 3 clusters Score -794561.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (37977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Entering Unmasked Estep 
Score: -3690951.500000 Penalty: 1713.519531
	Iteration 0F: 2 clusters Score -3690952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3667425.250000 Penalty: 3427.039062
	Iteration 0F: 3 clusters Score -3667425 nChanged 17770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3677385.000000 Penalty: 3427.039062
	Iteration 1F: 3 clusters Score -3677385 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3677779.750000 Penalty: 3427.039062
	Iteration 2Q: 3 clusters Score -3677780 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3678198.250000 Penalty: 3427.039062
	Iteration 3Q: 3 clusters Score -3678198 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3678654.000000 Penalty: 3427.039062
	Iteration 4Q: 3 clusters Score -3678654 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3679223.250000 Penalty: 3427.039062
	Iteration 5Q: 3 clusters Score -3679223 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3680009.250000 Penalty: 3427.039062
	Iteration 6Q: 3 clusters Score -3680009 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3681130.250000 Penalty: 3427.039062
	Iteration 7F: 3 clusters Score -3681130 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3682700.000000 Penalty: 3427.039062
	Iteration 8F: 3 clusters Score -3682700 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -3684677.250000 Penalty: 3427.039062
	Iteration 9F: 3 clusters Score -3684677 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3686791.500000 Penalty: 3427.039062
	Iteration 10F: 3 clusters Score -3686792 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -3688534.500000 Penalty: 3427.039062
	Iteration 11F: 3 clusters Score -3688534 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -3689262.500000 Penalty: 3427.039062
	Iteration 12Q: 3 clusters Score -3689262 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -3689456.750000 Penalty: 3427.039062
	Iteration 13Q: 3 clusters Score -3689457 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3689540.250000 Penalty: 3427.039062
	Iteration 14Q: 3 clusters Score -3689540 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -3689609.250000 Penalty: 3427.039062
	Iteration 15Q: 3 clusters Score -3689609 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -3689624.500000 Penalty: 3427.039062
	Iteration 16Q: 3 clusters Score -3689624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -3689633.500000 Penalty: 3427.039062
	Iteration 17Q: 3 clusters Score -3689634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -3689638.250000 Penalty: 3427.039062
	Iteration 18Q: 3 clusters Score -3689638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -3689641.750000 Penalty: 3427.039062
	Iteration 19Q: 3 clusters Score -3689642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -3689651.000000 Penalty: 3427.039062
	Iteration 20F: 3 clusters Score -3689651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3689653.250000 Penalty: 3427.039062
	Iteration 21Q: 3 clusters Score -3689653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -3689673.000000 Penalty: 3427.039062
	Iteration 22Q: 3 clusters Score -3689673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -3689681.750000 Penalty: 3427.039062
	Iteration 23Q: 3 clusters Score -3689682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -3689682.750000 Penalty: 3427.039062
	Iteration 24Q: 3 clusters Score -3689683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -3689686.250000 Penalty: 3427.039062
	Iteration 25Q: 3 clusters Score -3689686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -3689685.750000 Penalty: 3427.039062
	Iteration 26Q: 3 clusters Score -3689686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -3689688.000000 Penalty: 3427.039062
	Iteration 27Q: 3 clusters Score -3689688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -3689680.250000 Penalty: 3427.039062
	Iteration 28Q: 3 clusters Score -3689680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -3689688.250000 Penalty: 3427.039062
	Iteration 29Q: 3 clusters Score -3689688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -3689684.000000 Penalty: 3427.039062
	Iteration 30Q: 3 clusters Score -3689684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -3689688.750000 Penalty: 3427.039062
	Iteration 31Q: 3 clusters Score -3689689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -3689686.250000 Penalty: 3427.039062
	Iteration 32Q: 3 clusters Score -3689686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -3689686.250000 Penalty: 3427.039062
	Iteration 33F: 3 clusters Score -3689686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -319090.250000 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -319090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -316006.656250 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -316006.7 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -316874.656250 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -316874.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -317107.562500 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -317107.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -317290.625000 Penalty: 2658.695312
	Iteration 3F: 3 clusters Score -317290.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -317417.687500 Penalty: 2658.695312
	Iteration 4F: 3 clusters Score -317417.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -317505.187500 Penalty: 2658.695312
	Iteration 5Q: 3 clusters Score -317505.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -317583.562500 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -317583.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -317636.875000 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -317636.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -317679.750000 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -317679.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -317712.125000 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -317712.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -317745.031250 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -317745 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -317780.500000 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -317780.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -317820.312500 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -317820.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -317851.781250 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -317851.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -317883.781250 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -317883.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -317912.093750 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -317912.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -317936.500000 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -317936.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -317971.937500 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -317971.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -318013.812500 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -318013.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -318056.000000 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -318056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -318095.875000 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -318095.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -318129.781250 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -318129.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -318159.937500 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -318159.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -318183.593750 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -318183.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -318200.718750 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -318200.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -318216.531250 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -318216.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -318231.406250 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -318231.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -318244.937500 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -318244.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -318255.343750 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -318255.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -318268.031250 Penalty: 2658.695312
	Iteration 29Q: 3 clusters Score -318268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318278.656250 Penalty: 2658.695312
	Iteration 30Q: 3 clusters Score -318278.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -318290.812500 Penalty: 2658.695312
	Iteration 31Q: 3 clusters Score -318290.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -318299.656250 Penalty: 2658.695312
	Iteration 32Q: 3 clusters Score -318299.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -318309.187500 Penalty: 2658.695312
	Iteration 33Q: 3 clusters Score -318309.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -318315.593750 Penalty: 2658.695312
	Iteration 34Q: 3 clusters Score -318315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -318318.562500 Penalty: 2658.695312
	Iteration 35Q: 3 clusters Score -318318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -318320.093750 Penalty: 2658.695312
	Iteration 36Q: 3 clusters Score -318320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -318321.281250 Penalty: 2658.695312
	Iteration 37Q: 3 clusters Score -318321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318321.343750 Penalty: 2658.695312
	Iteration 38Q: 3 clusters Score -318321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318323.218750 Penalty: 2658.695312
	Iteration 39Q: 3 clusters Score -318323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -318324.812500 Penalty: 2658.695312
	Iteration 40F: 3 clusters Score -318324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -318325.468750 Penalty: 2658.695312
	Iteration 41Q: 3 clusters Score -318325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -318325.968750 Penalty: 2658.695312
	Iteration 42Q: 3 clusters Score -318326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -318325.906250 Penalty: 2658.695312
	Iteration 43Q: 3 clusters Score -318325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -318327.250000 Penalty: 2658.695312
	Iteration 44Q: 3 clusters Score -318327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318328.562500 Penalty: 2658.695312
	Iteration 45Q: 3 clusters Score -318328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -318328.656250 Penalty: 2658.695312
	Iteration 46Q: 3 clusters Score -318328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -318329.468750 Penalty: 2658.695312
	Iteration 47Q: 3 clusters Score -318329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -318332.750000 Penalty: 2658.695312
	Iteration 48Q: 3 clusters Score -318332.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -318338.656250 Penalty: 2658.695312
	Iteration 49Q: 3 clusters Score -318338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -318341.375000 Penalty: 2658.695312
	Iteration 50Q: 3 clusters Score -318341.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -318342.656250 Penalty: 2658.695312
	Iteration 51Q: 3 clusters Score -318342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -318342.656250 Penalty: 2658.695312
	Iteration 52F: 3 clusters Score -318342.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -76892.664062 Penalty: 1096.673462
	Iteration 0F: 2 clusters Score -76892.66 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 433 members 
Entering Unmasked Estep 
Score: -75556.257812 Penalty: 2193.346924
	Iteration 0F: 3 clusters Score -75556.26 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75854.859375 Penalty: 2193.346924
	Iteration 1F: 3 clusters Score -75854.86 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76029.242188 Penalty: 2193.346924
	Iteration 2F: 3 clusters Score -76029.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76181.031250 Penalty: 2193.346924
	Iteration 3F: 3 clusters Score -76181.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -76327.664062 Penalty: 2193.346924
	Iteration 4F: 3 clusters Score -76327.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -76406.179688 Penalty: 2193.346924
	Iteration 5Q: 3 clusters Score -76406.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -76487.695312 Penalty: 2193.346924
	Iteration 6Q: 3 clusters Score -76487.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -76530.375000 Penalty: 2193.346924
	Iteration 7Q: 3 clusters Score -76530.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -76552.460938 Penalty: 2193.346924
	Iteration 8Q: 3 clusters Score -76552.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -76561.312500 Penalty: 2193.346924
	Iteration 9Q: 3 clusters Score -76561.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -76567.156250 Penalty: 2193.346924
	Iteration 10Q: 3 clusters Score -76567.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -76576.789062 Penalty: 2193.346924
	Iteration 11Q: 3 clusters Score -76576.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -76577.390625 Penalty: 2193.346924
	Iteration 12Q: 3 clusters Score -76577.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -76577.390625 Penalty: 2193.346924
	Iteration 13F: 3 clusters Score -76577.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -151354.390625 Penalty: 1210.921143
	Iteration 0F: 2 clusters Score -151354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -149456.671875 Penalty: 2421.842285
	Iteration 0F: 3 clusters Score -149456.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -149884.484375 Penalty: 2421.842285
	Iteration 1F: 3 clusters Score -149884.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -150041.281250 Penalty: 2421.842285
	Iteration 2F: 3 clusters Score -150041.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -150131.046875 Penalty: 2421.842285
	Iteration 3Q: 3 clusters Score -150131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -150209.437500 Penalty: 2421.842285
	Iteration 4Q: 3 clusters Score -150209.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -150303.671875 Penalty: 2421.842285
	Iteration 5Q: 3 clusters Score -150303.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -150415.203125 Penalty: 2421.842285
	Iteration 6Q: 3 clusters Score -150415.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150528.406250 Penalty: 2421.842285
	Iteration 7Q: 3 clusters Score -150528.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -150624.171875 Penalty: 2421.842285
	Iteration 8Q: 3 clusters Score -150624.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -150704.218750 Penalty: 2421.842285
	Iteration 9Q: 3 clusters Score -150704.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -150755.296875 Penalty: 2421.842285
	Iteration 10Q: 3 clusters Score -150755.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -150784.718750 Penalty: 2421.842285
	Iteration 11Q: 3 clusters Score -150784.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -150807.890625 Penalty: 2421.842285
	Iteration 12Q: 3 clusters Score -150807.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -150826.359375 Penalty: 2421.842285
	Iteration 13Q: 3 clusters Score -150826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -150830.390625 Penalty: 2421.842285
	Iteration 14Q: 3 clusters Score -150830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -150836.125000 Penalty: 2421.842285
	Iteration 15Q: 3 clusters Score -150836.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -150843.562500 Penalty: 2421.842285
	Iteration 16Q: 3 clusters Score -150843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -150846.843750 Penalty: 2421.842285
	Iteration 17Q: 3 clusters Score -150846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -150851.343750 Penalty: 2421.842285
	Iteration 18Q: 3 clusters Score -150851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -150853.250000 Penalty: 2421.842285
	Iteration 19Q: 3 clusters Score -150853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150855.046875 Penalty: 2421.842285
	Iteration 20F: 3 clusters Score -150855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -150855.859375 Penalty: 2421.842285
	Iteration 21Q: 3 clusters Score -150855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150856.593750 Penalty: 2421.842285
	Iteration 22Q: 3 clusters Score -150856.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -150857.140625 Penalty: 2421.842285
	Iteration 23Q: 3 clusters Score -150857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -150857.140625 Penalty: 2421.842285
	Iteration 24F: 3 clusters Score -150857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -415919.750000 Penalty: 1368.145996
	Iteration 0F: 2 clusters Score -415919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -412192.312500 Penalty: 2736.291992
	Iteration 0F: 3 clusters Score -412192.3 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -413253.906250 Penalty: 2736.291992
	Iteration 1F: 3 clusters Score -413253.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -413434.687500 Penalty: 2736.291992
	Iteration 2F: 3 clusters Score -413434.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -413553.562500 Penalty: 2736.291992
	Iteration 3F: 3 clusters Score -413553.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -413649.656250 Penalty: 2736.291992
	Iteration 4Q: 3 clusters Score -413649.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -413722.343750 Penalty: 2736.291992
	Iteration 5Q: 3 clusters Score -413722.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -413774.562500 Penalty: 2736.291992
	Iteration 6Q: 3 clusters Score -413774.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -413825.437500 Penalty: 2736.291992
	Iteration 7Q: 3 clusters Score -413825.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -413880.437500 Penalty: 2736.291992
	Iteration 8Q: 3 clusters Score -413880.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -413929.343750 Penalty: 2736.291992
	Iteration 9Q: 3 clusters Score -413929.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -413979.000000 Penalty: 2736.291992
	Iteration 10Q: 3 clusters Score -413979 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -414035.531250 Penalty: 2736.291992
	Iteration 11Q: 3 clusters Score -414035.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -414112.218750 Penalty: 2736.291992
	Iteration 12Q: 3 clusters Score -414112.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -414176.656250 Penalty: 2736.291992
	Iteration 13Q: 3 clusters Score -414176.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -414215.875000 Penalty: 2736.291992
	Iteration 14Q: 3 clusters Score -414215.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -414250.562500 Penalty: 2736.291992
	Iteration 15Q: 3 clusters Score -414250.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -414285.250000 Penalty: 2736.291992
	Iteration 16Q: 3 clusters Score -414285.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -414326.156250 Penalty: 2736.291992
	Iteration 17Q: 3 clusters Score -414326.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -414362.531250 Penalty: 2736.291992
	Iteration 18Q: 3 clusters Score -414362.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -414399.000000 Penalty: 2736.291992
	Iteration 19Q: 3 clusters Score -414399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -414442.531250 Penalty: 2736.291992
	Iteration 20F: 3 clusters Score -414442.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -414491.937500 Penalty: 2736.291992
	Iteration 21Q: 3 clusters Score -414491.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -414541.562500 Penalty: 2736.291992
	Iteration 22Q: 3 clusters Score -414541.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -414587.250000 Penalty: 2736.291992
	Iteration 23Q: 3 clusters Score -414587.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -414632.437500 Penalty: 2736.291992
	Iteration 24Q: 3 clusters Score -414632.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -414668.687500 Penalty: 2736.291992
	Iteration 25Q: 3 clusters Score -414668.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -414695.000000 Penalty: 2736.291992
	Iteration 26Q: 3 clusters Score -414695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -414713.968750 Penalty: 2736.291992
	Iteration 27Q: 3 clusters Score -414714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -414730.093750 Penalty: 2736.291992
	Iteration 28Q: 3 clusters Score -414730.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -414741.125000 Penalty: 2736.291992
	Iteration 29Q: 3 clusters Score -414741.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -414753.343750 Penalty: 2736.291992
	Iteration 30Q: 3 clusters Score -414753.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -414765.781250 Penalty: 2736.291992
	Iteration 31Q: 3 clusters Score -414765.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -414774.468750 Penalty: 2736.291992
	Iteration 32Q: 3 clusters Score -414774.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -414783.562500 Penalty: 2736.291992
	Iteration 33Q: 3 clusters Score -414783.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -414792.062500 Penalty: 2736.291992
	Iteration 34Q: 3 clusters Score -414792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -414799.250000 Penalty: 2736.291992
	Iteration 35Q: 3 clusters Score -414799.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -414804.687500 Penalty: 2736.291992
	Iteration 36Q: 3 clusters Score -414804.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -414810.281250 Penalty: 2736.291992
	Iteration 37Q: 3 clusters Score -414810.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -414814.531250 Penalty: 2736.291992
	Iteration 38Q: 3 clusters Score -414814.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -414819.562500 Penalty: 2736.291992
	Iteration 39Q: 3 clusters Score -414819.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -414822.281250 Penalty: 2736.291992
	Iteration 40F: 3 clusters Score -414822.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -414823.687500 Penalty: 2736.291992
	Iteration 41Q: 3 clusters Score -414823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -414827.000000 Penalty: 2736.291992
	Iteration 42Q: 3 clusters Score -414827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -414829.156250 Penalty: 2736.291992
	Iteration 43Q: 3 clusters Score -414829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -414830.343750 Penalty: 2736.291992
	Iteration 44Q: 3 clusters Score -414830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -414832.875000 Penalty: 2736.291992
	Iteration 45Q: 3 clusters Score -414832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -414834.250000 Penalty: 2736.291992
	Iteration 46Q: 3 clusters Score -414834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -414837.500000 Penalty: 2736.291992
	Iteration 47Q: 3 clusters Score -414837.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -414842.562500 Penalty: 2736.291992
	Iteration 48Q: 3 clusters Score -414842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -414845.093750 Penalty: 2736.291992
	Iteration 49Q: 3 clusters Score -414845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -414847.468750 Penalty: 2736.291992
	Iteration 50Q: 3 clusters Score -414847.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -414850.437500 Penalty: 2736.291992
	Iteration 51Q: 3 clusters Score -414850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -414852.250000 Penalty: 2736.291992
	Iteration 52Q: 3 clusters Score -414852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -414853.312500 Penalty: 2736.291992
	Iteration 53Q: 3 clusters Score -414853.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -414855.531250 Penalty: 2736.291992
	Iteration 54Q: 3 clusters Score -414855.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -414857.843750 Penalty: 2736.291992
	Iteration 55Q: 3 clusters Score -414857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -414857.812500 Penalty: 2736.291992
	Iteration 56Q: 3 clusters Score -414857.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -414860.343750 Penalty: 2736.291992
	Iteration 57Q: 3 clusters Score -414860.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -414860.593750 Penalty: 2736.291992
	Iteration 58Q: 3 clusters Score -414860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -414862.062500 Penalty: 2736.291992
	Iteration 59Q: 3 clusters Score -414862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -414863.656250 Penalty: 2736.291992
	Iteration 60F: 3 clusters Score -414863.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -414864.843750 Penalty: 2736.291992
	Iteration 61Q: 3 clusters Score -414864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -414866.843750 Penalty: 2736.291992
	Iteration 62Q: 3 clusters Score -414866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -414867.000000 Penalty: 2736.291992
	Iteration 63Q: 3 clusters Score -414867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -414868.218750 Penalty: 2736.291992
	Iteration 64Q: 3 clusters Score -414868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -414869.343750 Penalty: 2736.291992
	Iteration 65Q: 3 clusters Score -414869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -414869.343750 Penalty: 2736.291992
	Iteration 66F: 3 clusters Score -414869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -449870.812500 Penalty: 1381.092285
	Iteration 0F: 2 clusters Score -449870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -445924.531250 Penalty: 2762.184570
	Iteration 0F: 3 clusters Score -445924.5 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -446982.375000 Penalty: 2762.184570
	Iteration 1F: 3 clusters Score -446982.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -447155.468750 Penalty: 2762.184570
	Iteration 2F: 3 clusters Score -447155.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -447288.000000 Penalty: 2762.184570
	Iteration 3F: 3 clusters Score -447288 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -447392.281250 Penalty: 2762.184570
	Iteration 4Q: 3 clusters Score -447392.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -447497.218750 Penalty: 2762.184570
	Iteration 5Q: 3 clusters Score -447497.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -447604.468750 Penalty: 2762.184570
	Iteration 6Q: 3 clusters Score -447604.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -447687.312500 Penalty: 2762.184570
	Iteration 7Q: 3 clusters Score -447687.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -447785.062500 Penalty: 2762.184570
	Iteration 8Q: 3 clusters Score -447785.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -447890.343750 Penalty: 2762.184570
	Iteration 9Q: 3 clusters Score -447890.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -447991.687500 Penalty: 2762.184570
	Iteration 10Q: 3 clusters Score -447991.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -448102.781250 Penalty: 2762.184570
	Iteration 11Q: 3 clusters Score -448102.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -448248.437500 Penalty: 2762.184570
	Iteration 12Q: 3 clusters Score -448248.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -448411.062500 Penalty: 2762.184570
	Iteration 13Q: 3 clusters Score -448411.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -448583.843750 Penalty: 2762.184570
	Iteration 14Q: 3 clusters Score -448583.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -448726.468750 Penalty: 2762.184570
	Iteration 15Q: 3 clusters Score -448726.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -448842.875000 Penalty: 2762.184570
	Iteration 16Q: 3 clusters Score -448842.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -448939.500000 Penalty: 2762.184570
	Iteration 17Q: 3 clusters Score -448939.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -449017.093750 Penalty: 2762.184570
	Iteration 18Q: 3 clusters Score -449017.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -449062.968750 Penalty: 2762.184570
	Iteration 19Q: 3 clusters Score -449063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -449089.187500 Penalty: 2762.184570
	Iteration 20F: 3 clusters Score -449089.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -449109.500000 Penalty: 2762.184570
	Iteration 21Q: 3 clusters Score -449109.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -449133.406250 Penalty: 2762.184570
	Iteration 22Q: 3 clusters Score -449133.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -449150.125000 Penalty: 2762.184570
	Iteration 23Q: 3 clusters Score -449150.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -449157.750000 Penalty: 2762.184570
	Iteration 24Q: 3 clusters Score -449157.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -449164.718750 Penalty: 2762.184570
	Iteration 25Q: 3 clusters Score -449164.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -449167.406250 Penalty: 2762.184570
	Iteration 26Q: 3 clusters Score -449167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -449172.281250 Penalty: 2762.184570
	Iteration 27Q: 3 clusters Score -449172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -449175.187500 Penalty: 2762.184570
	Iteration 28Q: 3 clusters Score -449175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -449175.281250 Penalty: 2762.184570
	Iteration 29Q: 3 clusters Score -449175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -449177.406250 Penalty: 2762.184570
	Iteration 30Q: 3 clusters Score -449177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -449178.031250 Penalty: 2762.184570
	Iteration 31Q: 3 clusters Score -449178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -449177.406250 Penalty: 2762.184570
	Iteration 32Q: 3 clusters Score -449177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -449177.781250 Penalty: 2762.184570
	Iteration 33Q: 3 clusters Score -449177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -449178.812500 Penalty: 2762.184570
	Iteration 34Q: 3 clusters Score -449178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -449178.718750 Penalty: 2762.184570
	Iteration 35Q: 3 clusters Score -449178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -449178.906250 Penalty: 2762.184570
	Iteration 36Q: 3 clusters Score -449178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -449178.687500 Penalty: 2762.184570
	Iteration 37Q: 3 clusters Score -449178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -449179.562500 Penalty: 2762.184570
	Iteration 38Q: 3 clusters Score -449179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -449179.906250 Penalty: 2762.184570
	Iteration 39Q: 3 clusters Score -449179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -449179.187500 Penalty: 2762.184570
	Iteration 40F: 3 clusters Score -449179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (27801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Entering Unmasked Estep 
Score: -2738380.250000 Penalty: 1662.834473
	Iteration 0F: 2 clusters Score -2738380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2721211.750000 Penalty: 3325.668945
	Iteration 0F: 3 clusters Score -2721212 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2728084.500000 Penalty: 3325.668945
	Iteration 1F: 3 clusters Score -2728084 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2728420.750000 Penalty: 3325.668945
	Iteration 2Q: 3 clusters Score -2728421 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2728732.500000 Penalty: 3325.668945
	Iteration 3Q: 3 clusters Score -2728732 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2729040.000000 Penalty: 3325.668945
	Iteration 4Q: 3 clusters Score -2729040 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2729391.750000 Penalty: 3325.668945
	Iteration 5Q: 3 clusters Score -2729392 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2729808.750000 Penalty: 3325.668945
	Iteration 6Q: 3 clusters Score -2729809 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2730420.250000 Penalty: 3325.668945
	Iteration 7Q: 3 clusters Score -2730420 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2731230.250000 Penalty: 3325.668945
	Iteration 8Q: 3 clusters Score -2731230 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2732247.500000 Penalty: 3325.668945
	Iteration 9F: 3 clusters Score -2732248 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2733404.750000 Penalty: 3325.668945
	Iteration 10F: 3 clusters Score -2733405 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2734324.500000 Penalty: 3325.668945
	Iteration 11Q: 3 clusters Score -2734324 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2734947.750000 Penalty: 3325.668945
	Iteration 12Q: 3 clusters Score -2734948 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2735340.250000 Penalty: 3325.668945
	Iteration 13Q: 3 clusters Score -2735340 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2735666.000000 Penalty: 3325.668945
	Iteration 14Q: 3 clusters Score -2735666 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2735901.500000 Penalty: 3325.668945
	Iteration 15Q: 3 clusters Score -2735902 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2736075.500000 Penalty: 3325.668945
	Iteration 16Q: 3 clusters Score -2736076 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2736251.750000 Penalty: 3325.668945
	Iteration 17Q: 3 clusters Score -2736252 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2736388.500000 Penalty: 3325.668945
	Iteration 18Q: 3 clusters Score -2736388 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2736553.000000 Penalty: 3325.668945
	Iteration 19Q: 3 clusters Score -2736553 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2736634.750000 Penalty: 3325.668945
	Iteration 20F: 3 clusters Score -2736635 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2736693.500000 Penalty: 3325.668945
	Iteration 21Q: 3 clusters Score -2736694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2736778.000000 Penalty: 3325.668945
	Iteration 22Q: 3 clusters Score -2736778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2736821.750000 Penalty: 3325.668945
	Iteration 23Q: 3 clusters Score -2736822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2736851.000000 Penalty: 3325.668945
	Iteration 24Q: 3 clusters Score -2736851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2736863.750000 Penalty: 3325.668945
	Iteration 25Q: 3 clusters Score -2736864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2736872.500000 Penalty: 3325.668945
	Iteration 26Q: 3 clusters Score -2736872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2736883.500000 Penalty: 3325.668945
	Iteration 27Q: 3 clusters Score -2736884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2736898.750000 Penalty: 3325.668945
	Iteration 28Q: 3 clusters Score -2736899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2736902.750000 Penalty: 3325.668945
	Iteration 29Q: 3 clusters Score -2736903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2736911.500000 Penalty: 3325.668945
	Iteration 30Q: 3 clusters Score -2736912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2736908.250000 Penalty: 3325.668945
	Iteration 31Q: 3 clusters Score -2736908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2736912.000000 Penalty: 3325.668945
	Iteration 32Q: 3 clusters Score -2736912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2736915.750000 Penalty: 3325.668945
	Iteration 33Q: 3 clusters Score -2736916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2736918.000000 Penalty: 3325.668945
	Iteration 34Q: 3 clusters Score -2736918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2736926.250000 Penalty: 3325.668945
	Iteration 35Q: 3 clusters Score -2736926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2736933.500000 Penalty: 3325.668945
	Iteration 36Q: 3 clusters Score -2736934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2736936.000000 Penalty: 3325.668945
	Iteration 37Q: 3 clusters Score -2736936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2736936.250000 Penalty: 3325.668945
	Iteration 38Q: 3 clusters Score -2736936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2736938.750000 Penalty: 3325.668945
	Iteration 39Q: 3 clusters Score -2736939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2736946.500000 Penalty: 3325.668945
	Iteration 40F: 3 clusters Score -2736946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2736953.750000 Penalty: 3325.668945
	Iteration 41Q: 3 clusters Score -2736954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2736956.000000 Penalty: 3325.668945
	Iteration 42Q: 3 clusters Score -2736956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2736962.000000 Penalty: 3325.668945
	Iteration 43Q: 3 clusters Score -2736962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2736969.250000 Penalty: 3325.668945
	Iteration 44Q: 3 clusters Score -2736969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2736973.250000 Penalty: 3325.668945
	Iteration 45Q: 3 clusters Score -2736973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2736970.000000 Penalty: 3325.668945
	Iteration 46Q: 3 clusters Score -2736970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2736974.500000 Penalty: 3325.668945
	Iteration 47Q: 3 clusters Score -2736974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2736973.750000 Penalty: 3325.668945
	Iteration 48Q: 3 clusters Score -2736974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2736978.500000 Penalty: 3325.668945
	Iteration 49Q: 3 clusters Score -2736978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2736983.750000 Penalty: 3325.668945
	Iteration 50Q: 3 clusters Score -2736984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2736987.000000 Penalty: 3325.668945
	Iteration 51Q: 3 clusters Score -2736987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2736989.750000 Penalty: 3325.668945
	Iteration 52Q: 3 clusters Score -2736990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2736990.750000 Penalty: 3325.668945
	Iteration 53Q: 3 clusters Score -2736991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2736990.750000 Penalty: 3325.668945
	Iteration 54F: 3 clusters Score -2736991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Entering Unmasked Estep 
Score: -432282.593750 Penalty: 1374.644775
	Iteration 0F: 2 clusters Score -432282.6 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 2352 members 
Entering Unmasked Estep 
Score: -428487.000000 Penalty: 2749.289551
	Iteration 0F: 3 clusters Score -428487 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -429494.250000 Penalty: 2749.289551
	Iteration 1F: 3 clusters Score -429494.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -429682.437500 Penalty: 2749.289551
	Iteration 2F: 3 clusters Score -429682.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -429832.937500 Penalty: 2749.289551
	Iteration 3F: 3 clusters Score -429832.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -429952.156250 Penalty: 2749.289551
	Iteration 4Q: 3 clusters Score -429952.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -430058.781250 Penalty: 2749.289551
	Iteration 5Q: 3 clusters Score -430058.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -430149.000000 Penalty: 2749.289551
	Iteration 6Q: 3 clusters Score -430149 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -430229.250000 Penalty: 2749.289551
	Iteration 7Q: 3 clusters Score -430229.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -430315.843750 Penalty: 2749.289551
	Iteration 8Q: 3 clusters Score -430315.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -430404.656250 Penalty: 2749.289551
	Iteration 9Q: 3 clusters Score -430404.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -430495.656250 Penalty: 2749.289551
	Iteration 10Q: 3 clusters Score -430495.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -430581.687500 Penalty: 2749.289551
	Iteration 11Q: 3 clusters Score -430581.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -430673.343750 Penalty: 2749.289551
	Iteration 12Q: 3 clusters Score -430673.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -430753.500000 Penalty: 2749.289551
	Iteration 13Q: 3 clusters Score -430753.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -430817.812500 Penalty: 2749.289551
	Iteration 14Q: 3 clusters Score -430817.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -430870.218750 Penalty: 2749.289551
	Iteration 15Q: 3 clusters Score -430870.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -430920.625000 Penalty: 2749.289551
	Iteration 16Q: 3 clusters Score -430920.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -430957.437500 Penalty: 2749.289551
	Iteration 17Q: 3 clusters Score -430957.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -430976.906250 Penalty: 2749.289551
	Iteration 18Q: 3 clusters Score -430976.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -430991.343750 Penalty: 2749.289551
	Iteration 19Q: 3 clusters Score -430991.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -431007.656250 Penalty: 2749.289551
	Iteration 20F: 3 clusters Score -431007.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -431019.625000 Penalty: 2749.289551
	Iteration 21Q: 3 clusters Score -431019.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -431028.687500 Penalty: 2749.289551
	Iteration 22Q: 3 clusters Score -431028.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -431035.468750 Penalty: 2749.289551
	Iteration 23Q: 3 clusters Score -431035.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -431039.406250 Penalty: 2749.289551
	Iteration 24Q: 3 clusters Score -431039.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -431044.093750 Penalty: 2749.289551
	Iteration 25Q: 3 clusters Score -431044.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -431047.468750 Penalty: 2749.289551
	Iteration 26Q: 3 clusters Score -431047.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -431053.437500 Penalty: 2749.289551
	Iteration 27Q: 3 clusters Score -431053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -431059.656250 Penalty: 2749.289551
	Iteration 28Q: 3 clusters Score -431059.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -431066.343750 Penalty: 2749.289551
	Iteration 29Q: 3 clusters Score -431066.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -431072.593750 Penalty: 2749.289551
	Iteration 30Q: 3 clusters Score -431072.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -431082.250000 Penalty: 2749.289551
	Iteration 31Q: 3 clusters Score -431082.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -431090.375000 Penalty: 2749.289551
	Iteration 32Q: 3 clusters Score -431090.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -431100.218750 Penalty: 2749.289551
	Iteration 33Q: 3 clusters Score -431100.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -431115.406250 Penalty: 2749.289551
	Iteration 34Q: 3 clusters Score -431115.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -431131.500000 Penalty: 2749.289551
	Iteration 35Q: 3 clusters Score -431131.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -431144.968750 Penalty: 2749.289551
	Iteration 36Q: 3 clusters Score -431145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -431157.093750 Penalty: 2749.289551
	Iteration 37Q: 3 clusters Score -431157.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -431163.562500 Penalty: 2749.289551
	Iteration 38Q: 3 clusters Score -431163.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -431169.843750 Penalty: 2749.289551
	Iteration 39Q: 3 clusters Score -431169.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -431175.750000 Penalty: 2749.289551
	Iteration 40F: 3 clusters Score -431175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -431180.031250 Penalty: 2749.289551
	Iteration 41Q: 3 clusters Score -431180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -431186.968750 Penalty: 2749.289551
	Iteration 42Q: 3 clusters Score -431187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -431192.062500 Penalty: 2749.289551
	Iteration 43Q: 3 clusters Score -431192.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -431196.781250 Penalty: 2749.289551
	Iteration 44Q: 3 clusters Score -431196.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -431206.875000 Penalty: 2749.289551
	Iteration 45Q: 3 clusters Score -431206.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -431212.625000 Penalty: 2749.289551
	Iteration 46Q: 3 clusters Score -431212.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -431216.625000 Penalty: 2749.289551
	Iteration 47Q: 3 clusters Score -431216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -431219.062500 Penalty: 2749.289551
	Iteration 48Q: 3 clusters Score -431219.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -431221.875000 Penalty: 2749.289551
	Iteration 49Q: 3 clusters Score -431221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -431221.875000 Penalty: 2749.289551
	Iteration 50Q: 3 clusters Score -431221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -431224.562500 Penalty: 2749.289551
	Iteration 51Q: 3 clusters Score -431224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -431226.187500 Penalty: 2749.289551
	Iteration 52Q: 3 clusters Score -431226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -431227.343750 Penalty: 2749.289551
	Iteration 53Q: 3 clusters Score -431227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -431228.343750 Penalty: 2749.289551
	Iteration 54Q: 3 clusters Score -431228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -431228.687500 Penalty: 2749.289551
	Iteration 55Q: 3 clusters Score -431228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -431228.125000 Penalty: 2749.289551
	Iteration 56Q: 3 clusters Score -431228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -431228.906250 Penalty: 2749.289551
	Iteration 57Q: 3 clusters Score -431228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -431229.843750 Penalty: 2749.289551
	Iteration 58Q: 3 clusters Score -431229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -431231.312500 Penalty: 2749.289551
	Iteration 59Q: 3 clusters Score -431231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -431232.718750 Penalty: 2749.289551
	Iteration 60F: 3 clusters Score -431232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -431235.812500 Penalty: 2749.289551
	Iteration 61Q: 3 clusters Score -431235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -431236.750000 Penalty: 2749.289551
	Iteration 62Q: 3 clusters Score -431236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -431236.718750 Penalty: 2749.289551
	Iteration 63Q: 3 clusters Score -431236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -431238.250000 Penalty: 2749.289551
	Iteration 64Q: 3 clusters Score -431238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -431238.468750 Penalty: 2749.289551
	Iteration 65Q: 3 clusters Score -431238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -431237.625000 Penalty: 2749.289551
	Iteration 66Q: 3 clusters Score -431237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -431237.593750 Penalty: 2749.289551
	Iteration 67Q: 3 clusters Score -431237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -431238.531250 Penalty: 2749.289551
	Iteration 68Q: 3 clusters Score -431238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -431238.593750 Penalty: 2749.289551
	Iteration 69Q: 3 clusters Score -431238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -431238.593750 Penalty: 2749.289551
	Iteration 70F: 3 clusters Score -431238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35108 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23936 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48959 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18241 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21926 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19228 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15977 members 
Mstep: Class 29 contains 33258 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37072 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38043 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40637 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 37977 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4910 members 
Mstep: Class 46 contains 27801 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788656.000000 Penalty: 100859.070312
Iteration 439Q: 48 clusters Score -4.978866e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35107 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23937 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49002 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18242 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21964 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19226 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15978 members 
Mstep: Class 29 contains 32185 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38063 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40635 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 38743 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4914 members 
Mstep: Class 46 contains 28006 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787544.000000 Penalty: 100859.070312
Iteration 440F: 48 clusters Score -4.978754e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35107 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23928 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49048 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18243 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22015 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19231 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15986 members 
Mstep: Class 29 contains 31301 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38062 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40631 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5452 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 39269 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4921 members 
Mstep: Class 46 contains 28261 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786788.000000 Penalty: 100859.070312
Iteration 441Q: 48 clusters Score -4.978679e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35106 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23925 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49087 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18243 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22081 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19237 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15992 members 
Mstep: Class 29 contains 30682 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37075 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38044 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40632 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 39524 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4928 members 
Mstep: Class 46 contains 28513 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786444.000000 Penalty: 100859.070312
Iteration 442Q: 48 clusters Score -4.978644e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35108 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23927 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49159 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18243 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22126 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19242 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15993 members 
Mstep: Class 29 contains 30452 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37075 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38030 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40631 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 39364 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4942 members 
Mstep: Class 46 contains 28739 members 
Mstep: Class 47 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786280.000000 Penalty: 100859.070312
Iteration 443Q: 48 clusters Score -4.978628e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35115 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23939 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49222 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18243 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22163 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19236 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15995 members 
Mstep: Class 29 contains 30511 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 37076 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38015 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40630 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 39061 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4947 members 
Mstep: Class 46 contains 28851 members 
Mstep: Class 47 contains 4720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786032.000000 Penalty: 100859.070312
Iteration 444Q: 48 clusters Score -4.978603e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35120 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23955 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49288 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18244 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22170 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19229 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15995 members 
Mstep: Class 29 contains 30870 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37076 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 37996 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40630 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 38576 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4948 members 
Mstep: Class 46 contains 28896 members 
Mstep: Class 47 contains 4721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786336.000000 Penalty: 100859.070312
Iteration 445Q: 48 clusters Score -4.978634e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35123 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23967 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49319 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18245 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22173 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19226 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15995 members 
Mstep: Class 29 contains 31438 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37076 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 37994 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40627 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 37966 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4958 members 
Mstep: Class 46 contains 28878 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786860.000000 Penalty: 100859.070312
Iteration 446Q: 48 clusters Score -4.978686e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35124 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23972 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49312 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18247 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22157 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19222 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15992 members 
Mstep: Class 29 contains 32160 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37076 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 37978 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40627 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 37352 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4959 members 
Mstep: Class 46 contains 28807 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787272.000000 Penalty: 100859.070312
Iteration 447Q: 48 clusters Score -4.978727e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35126 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 23977 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49275 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18249 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22131 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19215 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15987 members 
Mstep: Class 29 contains 32970 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37075 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 37983 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40626 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 36706 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4956 members 
Mstep: Class 46 contains 28701 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787716.000000 Penalty: 100859.070312
Iteration 448Q: 48 clusters Score -4.978772e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35130 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 23984 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49243 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18249 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22101 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19205 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15985 members 
Mstep: Class 29 contains 33804 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37075 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 37991 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40627 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 36096 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 28556 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788140.000000 Penalty: 100859.070312
Iteration 449Q: 48 clusters Score -4.978814e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3475 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35133 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 23979 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49189 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18251 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22092 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19199 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15982 members 
Mstep: Class 29 contains 34659 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37075 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 37995 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40627 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 35474 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4948 members 
Mstep: Class 46 contains 28412 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788524.000000 Penalty: 100859.070312
Iteration 450Q: 48 clusters Score -4.978852e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35134 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 23979 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49105 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18254 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22069 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19193 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15982 members 
Mstep: Class 29 contains 35599 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37075 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38008 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40628 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 34792 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4946 members 
Mstep: Class 46 contains 28254 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788812.000000 Penalty: 100859.070312
Iteration 451Q: 48 clusters Score -4.978881e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35137 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49050 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18255 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22051 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19187 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15981 members 
Mstep: Class 29 contains 36635 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37075 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38011 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40629 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 33977 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4956 members 
Mstep: Class 46 contains 28071 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789100.000000 Penalty: 100859.070312
Iteration 452Q: 48 clusters Score -4.97891e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35133 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 23998 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49061 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18259 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22025 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19176 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15978 members 
Mstep: Class 29 contains 37701 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37079 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38007 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40633 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5450 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 33067 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4964 members 
Mstep: Class 46 contains 27919 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788896.000000 Penalty: 100859.070312
Iteration 453Q: 48 clusters Score -4.97889e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35129 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24003 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49129 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18261 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22004 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19168 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 38671 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37082 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38013 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 40636 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5449 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 32120 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4975 members 
Mstep: Class 46 contains 27809 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788000.000000 Penalty: 100859.070312
Iteration 454Q: 48 clusters Score -4.9788e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3532 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35134 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24002 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 18461 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49191 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18262 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22002 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19157 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 39473 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37081 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38015 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40639 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8284 members 
Mstep: Class 40 contains 31318 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4995 members 
Mstep: Class 46 contains 27716 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786732.000000 Penalty: 100859.070312
Iteration 455Q: 48 clusters Score -4.978673e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35139 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23996 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 18461 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49302 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18264 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21988 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19150 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15969 members 
Mstep: Class 29 contains 40010 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37082 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38023 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40642 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8283 members 
Mstep: Class 40 contains 30700 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5009 members 
Mstep: Class 46 contains 27654 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785788.000000 Penalty: 100859.070312
Iteration 456Q: 48 clusters Score -4.978579e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35147 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23998 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49452 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18264 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21975 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19139 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 40181 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37081 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38023 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40646 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8282 members 
Mstep: Class 40 contains 30387 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5023 members 
Mstep: Class 46 contains 27603 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785224.000000 Penalty: 100859.070312
Iteration 457Q: 48 clusters Score -4.978522e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35151 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24001 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49545 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18263 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21958 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19128 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15968 members 
Mstep: Class 29 contains 40107 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37081 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38025 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40651 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8280 members 
Mstep: Class 40 contains 30403 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5021 members 
Mstep: Class 46 contains 27583 members 
Mstep: Class 47 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784912.000000 Penalty: 100859.070312
Iteration 458Q: 48 clusters Score -4.978491e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3607 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35148 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23996 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49549 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18265 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21947 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19121 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15967 members 
Mstep: Class 29 contains 39870 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37083 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38033 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40656 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8280 members 
Mstep: Class 40 contains 30663 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5018 members 
Mstep: Class 46 contains 27564 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785004.000000 Penalty: 100859.070312
Iteration 459Q: 48 clusters Score -4.9785e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35149 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24008 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49558 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18264 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21919 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19116 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15968 members 
Mstep: Class 29 contains 39414 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37083 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38036 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40662 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8279 members 
Mstep: Class 40 contains 31147 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5013 members 
Mstep: Class 46 contains 27544 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785204.000000 Penalty: 100859.070312
Iteration 460F: 48 clusters Score -4.97852e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35147 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24003 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49519 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18268 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21906 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19111 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15969 members 
Mstep: Class 29 contains 38909 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37082 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38042 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40662 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8279 members 
Mstep: Class 40 contains 31734 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5005 members 
Mstep: Class 46 contains 27542 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785572.000000 Penalty: 100859.070312
Iteration 461Q: 48 clusters Score -4.978557e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35148 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23999 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49423 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18272 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21898 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19102 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 38324 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37082 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38042 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40664 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8279 members 
Mstep: Class 40 contains 32438 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4999 members 
Mstep: Class 46 contains 27548 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786096.000000 Penalty: 100859.070312
Iteration 462Q: 48 clusters Score -4.97861e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35144 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23988 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49337 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18275 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21890 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19101 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15973 members 
Mstep: Class 29 contains 37692 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37082 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38039 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40670 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8279 members 
Mstep: Class 40 contains 33200 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4986 members 
Mstep: Class 46 contains 27555 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786600.000000 Penalty: 100859.070312
Iteration 463Q: 48 clusters Score -4.97866e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3544 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23982 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49255 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18277 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21868 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19097 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 37061 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37083 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 38036 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40677 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8279 members 
Mstep: Class 40 contains 33990 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4976 members 
Mstep: Class 46 contains 27545 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787060.000000 Penalty: 100859.070312
Iteration 464Q: 48 clusters Score -4.978706e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23977 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49193 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18280 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21857 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19097 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15973 members 
Mstep: Class 29 contains 36417 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37083 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 38037 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40677 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8278 members 
Mstep: Class 40 contains 34767 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4959 members 
Mstep: Class 46 contains 27534 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787440.000000 Penalty: 100859.070312
Iteration 465Q: 48 clusters Score -4.978744e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35138 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 23987 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49086 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18284 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19107 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 35658 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37085 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 38050 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40673 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8277 members 
Mstep: Class 40 contains 35664 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4943 members 
Mstep: Class 46 contains 27515 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788048.000000 Penalty: 100859.070312
Iteration 466Q: 48 clusters Score -4.978805e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35136 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24000 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 18461 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48994 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18285 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21893 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 34717 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37086 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38051 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40672 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8278 members 
Mstep: Class 40 contains 36640 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4926 members 
Mstep: Class 46 contains 27559 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788816.000000 Penalty: 100859.070312
Iteration 467Q: 48 clusters Score -4.978882e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35133 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24032 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 15 contains 18461 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48961 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18285 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21894 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19122 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15977 members 
Mstep: Class 29 contains 33638 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37086 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38045 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40665 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8278 members 
Mstep: Class 40 contains 37654 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4917 members 
Mstep: Class 46 contains 27668 members 
Mstep: Class 47 contains 4724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788920.000000 Penalty: 100859.070312
Iteration 468Q: 48 clusters Score -4.978892e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35132 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24046 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49011 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18289 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21921 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19125 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 32589 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 37086 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38059 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40660 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8277 members 
Mstep: Class 40 contains 38442 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4917 members 
Mstep: Class 46 contains 27841 members 
Mstep: Class 47 contains 4724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787928.000000 Penalty: 100859.070312
Iteration 469Q: 48 clusters Score -4.978793e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3431 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35129 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24050 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49032 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18298 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21969 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19125 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15982 members 
Mstep: Class 29 contains 31660 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37087 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38059 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 40655 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8277 members 
Mstep: Class 40 contains 39035 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4926 members 
Mstep: Class 46 contains 28091 members 
Mstep: Class 47 contains 4724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787156.000000 Penalty: 100859.070312
Iteration 470Q: 48 clusters Score -4.978716e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35130 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24064 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 18456 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49066 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18299 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22031 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19122 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15987 members 
Mstep: Class 29 contains 30958 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37089 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38046 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40655 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8277 members 
Mstep: Class 40 contains 39383 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4935 members 
Mstep: Class 46 contains 28336 members 
Mstep: Class 47 contains 4725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786756.000000 Penalty: 100859.070312
Iteration 471Q: 48 clusters Score -4.978676e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35132 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24073 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 18455 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49123 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18301 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22081 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19125 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15991 members 
Mstep: Class 29 contains 30571 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37088 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38028 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40652 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 39414 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4945 members 
Mstep: Class 46 contains 28545 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786428.000000 Penalty: 100859.070312
Iteration 472Q: 48 clusters Score -4.978643e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35132 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24108 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 18455 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49202 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18303 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22130 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19119 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15992 members 
Mstep: Class 29 contains 30474 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37088 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38017 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40656 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 39185 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4952 members 
Mstep: Class 46 contains 28682 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786128.000000 Penalty: 100859.070312
Iteration 473Q: 48 clusters Score -4.978613e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3495 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35133 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24147 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49248 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18308 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22142 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15988 members 
Mstep: Class 29 contains 30707 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37088 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38001 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40654 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 38797 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4957 members 
Mstep: Class 46 contains 28736 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786192.000000 Penalty: 100859.070312
Iteration 474Q: 48 clusters Score -4.978619e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3495 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35134 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24162 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49305 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18314 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22145 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19111 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15986 members 
Mstep: Class 29 contains 31192 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37089 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38002 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40654 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 38232 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4961 members 
Mstep: Class 46 contains 28730 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786692.000000 Penalty: 100859.070312
Iteration 475Q: 48 clusters Score -4.978669e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35140 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24179 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49319 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18317 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22136 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19098 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15983 members 
Mstep: Class 29 contains 31867 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37091 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38004 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40654 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 37596 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4960 members 
Mstep: Class 46 contains 28662 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787088.000000 Penalty: 100859.070312
Iteration 476Q: 48 clusters Score -4.978709e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24198 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49293 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18320 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22117 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19089 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15981 members 
Mstep: Class 29 contains 32627 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37092 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38000 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40652 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 36966 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4956 members 
Mstep: Class 46 contains 28555 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787560.000000 Penalty: 100859.070312
Iteration 477Q: 48 clusters Score -4.978756e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24208 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49266 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18322 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22100 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19088 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15978 members 
Mstep: Class 29 contains 33452 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37091 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38001 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40647 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 36306 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4956 members 
Mstep: Class 46 contains 28427 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787932.000000 Penalty: 100859.070312
Iteration 478Q: 48 clusters Score -4.978793e+07 nChanged 1535
Entering ConstructFrom: 
Score: -49787932.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (19365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Entering Unmasked Estep 
Score: -1857924.250000 Penalty: 1604.073608
	Iteration 0F: 2 clusters Score -1857924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1844659.250000 Penalty: 3208.147217
	Iteration 0F: 3 clusters Score -1844659 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1849429.500000 Penalty: 3208.147217
	Iteration 1F: 3 clusters Score -1849430 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1849870.375000 Penalty: 3208.147217
	Iteration 2F: 3 clusters Score -1849870 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1850496.875000 Penalty: 3208.147217
	Iteration 3F: 3 clusters Score -1850497 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1851395.000000 Penalty: 3208.147217
	Iteration 4F: 3 clusters Score -1851395 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1852489.375000 Penalty: 3208.147217
	Iteration 5F: 3 clusters Score -1852489 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1853633.625000 Penalty: 3208.147217
	Iteration 6F: 3 clusters Score -1853634 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1854569.000000 Penalty: 3208.147217
	Iteration 7F: 3 clusters Score -1854569 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1855191.875000 Penalty: 3208.147217
	Iteration 8Q: 3 clusters Score -1855192 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1855564.750000 Penalty: 3208.147217
	Iteration 9Q: 3 clusters Score -1855565 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1855844.125000 Penalty: 3208.147217
	Iteration 10Q: 3 clusters Score -1855844 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1856016.125000 Penalty: 3208.147217
	Iteration 11Q: 3 clusters Score -1856016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1856103.750000 Penalty: 3208.147217
	Iteration 12Q: 3 clusters Score -1856104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1856156.625000 Penalty: 3208.147217
	Iteration 13Q: 3 clusters Score -1856157 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1856192.375000 Penalty: 3208.147217
	Iteration 14Q: 3 clusters Score -1856192 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1856216.500000 Penalty: 3208.147217
	Iteration 15Q: 3 clusters Score -1856216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1856231.750000 Penalty: 3208.147217
	Iteration 16Q: 3 clusters Score -1856232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1856247.375000 Penalty: 3208.147217
	Iteration 17Q: 3 clusters Score -1856247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1856255.000000 Penalty: 3208.147217
	Iteration 18Q: 3 clusters Score -1856255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1856266.500000 Penalty: 3208.147217
	Iteration 19Q: 3 clusters Score -1856266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1856273.125000 Penalty: 3208.147217
	Iteration 20F: 3 clusters Score -1856273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1856280.625000 Penalty: 3208.147217
	Iteration 21Q: 3 clusters Score -1856281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1856289.875000 Penalty: 3208.147217
	Iteration 22Q: 3 clusters Score -1856290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1856295.875000 Penalty: 3208.147217
	Iteration 23Q: 3 clusters Score -1856296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1856303.250000 Penalty: 3208.147217
	Iteration 24Q: 3 clusters Score -1856303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1856308.875000 Penalty: 3208.147217
	Iteration 25Q: 3 clusters Score -1856309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1856308.375000 Penalty: 3208.147217
	Iteration 26Q: 3 clusters Score -1856308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1856320.125000 Penalty: 3208.147217
	Iteration 27Q: 3 clusters Score -1856320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1856317.500000 Penalty: 3208.147217
	Iteration 28Q: 3 clusters Score -1856318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1856325.375000 Penalty: 3208.147217
	Iteration 29Q: 3 clusters Score -1856325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1856327.000000 Penalty: 3208.147217
	Iteration 30Q: 3 clusters Score -1856327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1856330.750000 Penalty: 3208.147217
	Iteration 31Q: 3 clusters Score -1856331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1856333.000000 Penalty: 3208.147217
	Iteration 32Q: 3 clusters Score -1856333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1856337.875000 Penalty: 3208.147217
	Iteration 33Q: 3 clusters Score -1856338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1856342.875000 Penalty: 3208.147217
	Iteration 34Q: 3 clusters Score -1856343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1856350.250000 Penalty: 3208.147217
	Iteration 35Q: 3 clusters Score -1856350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1856355.375000 Penalty: 3208.147217
	Iteration 36Q: 3 clusters Score -1856355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1856353.125000 Penalty: 3208.147217
	Iteration 37Q: 3 clusters Score -1856353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1856360.625000 Penalty: 3208.147217
	Iteration 38Q: 3 clusters Score -1856361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1856367.125000 Penalty: 3208.147217
	Iteration 39Q: 3 clusters Score -1856367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1856369.250000 Penalty: 3208.147217
	Iteration 40F: 3 clusters Score -1856369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1856380.750000 Penalty: 3208.147217
	Iteration 41Q: 3 clusters Score -1856381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1856381.875000 Penalty: 3208.147217
	Iteration 42Q: 3 clusters Score -1856382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1856384.125000 Penalty: 3208.147217
	Iteration 43Q: 3 clusters Score -1856384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1856391.250000 Penalty: 3208.147217
	Iteration 44Q: 3 clusters Score -1856391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1856398.750000 Penalty: 3208.147217
	Iteration 45Q: 3 clusters Score -1856399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1856404.375000 Penalty: 3208.147217
	Iteration 46Q: 3 clusters Score -1856404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1856411.875000 Penalty: 3208.147217
	Iteration 47Q: 3 clusters Score -1856412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1856420.375000 Penalty: 3208.147217
	Iteration 48Q: 3 clusters Score -1856420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1856424.250000 Penalty: 3208.147217
	Iteration 49Q: 3 clusters Score -1856424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1856426.000000 Penalty: 3208.147217
	Iteration 50Q: 3 clusters Score -1856426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1856432.375000 Penalty: 3208.147217
	Iteration 51Q: 3 clusters Score -1856432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1856432.000000 Penalty: 3208.147217
	Iteration 52Q: 3 clusters Score -1856432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1856435.750000 Penalty: 3208.147217
	Iteration 53Q: 3 clusters Score -1856436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1856435.625000 Penalty: 3208.147217
	Iteration 54Q: 3 clusters Score -1856436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1856442.375000 Penalty: 3208.147217
	Iteration 55Q: 3 clusters Score -1856442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1856439.750000 Penalty: 3208.147217
	Iteration 56Q: 3 clusters Score -1856440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1856448.500000 Penalty: 3208.147217
	Iteration 57Q: 3 clusters Score -1856448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1856446.750000 Penalty: 3208.147217
	Iteration 58Q: 3 clusters Score -1856447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1856446.750000 Penalty: 3208.147217
	Iteration 59Q: 3 clusters Score -1856447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1856445.750000 Penalty: 3208.147217
	Iteration 60F: 3 clusters Score -1856446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1856446.625000 Penalty: 3208.147217
	Iteration 61Q: 3 clusters Score -1856447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1856448.250000 Penalty: 3208.147217
	Iteration 62Q: 3 clusters Score -1856448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1856450.750000 Penalty: 3208.147217
	Iteration 63Q: 3 clusters Score -1856451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1856451.125000 Penalty: 3208.147217
	Iteration 64Q: 3 clusters Score -1856451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1856450.750000 Penalty: 3208.147217
	Iteration 65Q: 3 clusters Score -1856451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1856450.500000 Penalty: 3208.147217
	Iteration 66Q: 3 clusters Score -1856450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1856450.500000 Penalty: 3208.147217
	Iteration 67Q: 3 clusters Score -1856450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1856452.250000 Penalty: 3208.147217
	Iteration 68Q: 3 clusters Score -1856452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1856452.000000 Penalty: 3208.147217
	Iteration 69Q: 3 clusters Score -1856452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1856452.000000 Penalty: 3208.147217
	Iteration 70F: 3 clusters Score -1856452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -119586.335938 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -119586.3 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 641 members 
Entering Unmasked Estep 
Score: -117979.148438 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -117979.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118302.914062 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -118302.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118391.679688 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -118391.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118452.476562 Penalty: 2331.038086
	Iteration 3Q: 3 clusters Score -118452.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118479.492188 Penalty: 2331.038086
	Iteration 4Q: 3 clusters Score -118479.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118498.117188 Penalty: 2331.038086
	Iteration 5Q: 3 clusters Score -118498.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118531.070312 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -118531.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118555.085938 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -118555.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118572.523438 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -118572.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118588.898438 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -118588.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -118612.367188 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -118612.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -118635.335938 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -118635.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118650.312500 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -118650.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118663.906250 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -118663.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118669.234375 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -118669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118674.460938 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -118674.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118683.515625 Penalty: 2331.038086
	Iteration 16Q: 3 clusters Score -118683.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118691.820312 Penalty: 2331.038086
	Iteration 17Q: 3 clusters Score -118691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118701.843750 Penalty: 2331.038086
	Iteration 18Q: 3 clusters Score -118701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -118708.554688 Penalty: 2331.038086
	Iteration 19Q: 3 clusters Score -118708.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118714.945312 Penalty: 2331.038086
	Iteration 20F: 3 clusters Score -118714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118720.593750 Penalty: 2331.038086
	Iteration 21Q: 3 clusters Score -118720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118729.789062 Penalty: 2331.038086
	Iteration 22Q: 3 clusters Score -118729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118736.109375 Penalty: 2331.038086
	Iteration 23Q: 3 clusters Score -118736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118743.945312 Penalty: 2331.038086
	Iteration 24Q: 3 clusters Score -118743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118751.523438 Penalty: 2331.038086
	Iteration 25Q: 3 clusters Score -118751.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118757.875000 Penalty: 2331.038086
	Iteration 26Q: 3 clusters Score -118757.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118764.929688 Penalty: 2331.038086
	Iteration 27Q: 3 clusters Score -118764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118773.195312 Penalty: 2331.038086
	Iteration 28Q: 3 clusters Score -118773.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118782.085938 Penalty: 2331.038086
	Iteration 29Q: 3 clusters Score -118782.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -118790.593750 Penalty: 2331.038086
	Iteration 30Q: 3 clusters Score -118790.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118801.789062 Penalty: 2331.038086
	Iteration 31Q: 3 clusters Score -118801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118812.726562 Penalty: 2331.038086
	Iteration 32Q: 3 clusters Score -118812.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -118823.718750 Penalty: 2331.038086
	Iteration 33Q: 3 clusters Score -118823.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118832.601562 Penalty: 2331.038086
	Iteration 34Q: 3 clusters Score -118832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -118837.640625 Penalty: 2331.038086
	Iteration 35Q: 3 clusters Score -118837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118843.882812 Penalty: 2331.038086
	Iteration 36Q: 3 clusters Score -118843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -118845.445312 Penalty: 2331.038086
	Iteration 37Q: 3 clusters Score -118845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -118848.523438 Penalty: 2331.038086
	Iteration 38Q: 3 clusters Score -118848.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -118856.062500 Penalty: 2331.038086
	Iteration 39Q: 3 clusters Score -118856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118864.132812 Penalty: 2331.038086
	Iteration 40F: 3 clusters Score -118864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118869.359375 Penalty: 2331.038086
	Iteration 41Q: 3 clusters Score -118869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -118872.890625 Penalty: 2331.038086
	Iteration 42Q: 3 clusters Score -118872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -118877.210938 Penalty: 2331.038086
	Iteration 43Q: 3 clusters Score -118877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -118880.835938 Penalty: 2331.038086
	Iteration 44Q: 3 clusters Score -118880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -118882.765625 Penalty: 2331.038086
	Iteration 45Q: 3 clusters Score -118882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -118885.000000 Penalty: 2331.038086
	Iteration 46Q: 3 clusters Score -118885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -118885.578125 Penalty: 2331.038086
	Iteration 47Q: 3 clusters Score -118885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -118886.304688 Penalty: 2331.038086
	Iteration 48Q: 3 clusters Score -118886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -118886.789062 Penalty: 2331.038086
	Iteration 49Q: 3 clusters Score -118886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -118887.101562 Penalty: 2331.038086
	Iteration 50Q: 3 clusters Score -118887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -118887.101562 Penalty: 2331.038086
	Iteration 51F: 3 clusters Score -118887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -180338.812500 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -180338.8 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 1163 members 
Entering Unmasked Estep 
Score: -178141.781250 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -178141.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -178804.250000 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -178804.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -179064.968750 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -179065 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -179310.125000 Penalty: 2511.735107
	Iteration 3F: 3 clusters Score -179310.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -179551.734375 Penalty: 2511.735107
	Iteration 4F: 3 clusters Score -179551.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -179748.453125 Penalty: 2511.735107
	Iteration 5F: 3 clusters Score -179748.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -179936.484375 Penalty: 2511.735107
	Iteration 6F: 3 clusters Score -179936.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -180075.687500 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -180075.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -180166.812500 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -180166.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -180216.875000 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -180216.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -180250.671875 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -180250.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -180274.968750 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -180275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -180300.718750 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -180300.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -180324.093750 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -180324.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -180348.421875 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -180348.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -180366.531250 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -180366.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -180373.296875 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -180373.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -180378.281250 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -180378.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -180381.593750 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -180381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180385.890625 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -180385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -180387.250000 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -180387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -180388.484375 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -180388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -180390.015625 Penalty: 2511.735107
	Iteration 22Q: 3 clusters Score -180390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -180393.468750 Penalty: 2511.735107
	Iteration 23Q: 3 clusters Score -180393.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -180399.812500 Penalty: 2511.735107
	Iteration 24Q: 3 clusters Score -180399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -180402.718750 Penalty: 2511.735107
	Iteration 25Q: 3 clusters Score -180402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -180406.187500 Penalty: 2511.735107
	Iteration 26Q: 3 clusters Score -180406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -180411.000000 Penalty: 2511.735107
	Iteration 27Q: 3 clusters Score -180411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -180420.062500 Penalty: 2511.735107
	Iteration 28Q: 3 clusters Score -180420.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -180432.484375 Penalty: 2511.735107
	Iteration 29Q: 3 clusters Score -180432.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -180450.015625 Penalty: 2511.735107
	Iteration 30Q: 3 clusters Score -180450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -180478.937500 Penalty: 2511.735107
	Iteration 31Q: 3 clusters Score -180478.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -180511.718750 Penalty: 2511.735107
	Iteration 32Q: 3 clusters Score -180511.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -180540.359375 Penalty: 2511.735107
	Iteration 33Q: 3 clusters Score -180540.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -180558.781250 Penalty: 2511.735107
	Iteration 34Q: 3 clusters Score -180558.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -180567.890625 Penalty: 2511.735107
	Iteration 35Q: 3 clusters Score -180567.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -180572.265625 Penalty: 2511.735107
	Iteration 36Q: 3 clusters Score -180572.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -180578.781250 Penalty: 2511.735107
	Iteration 37Q: 3 clusters Score -180578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -180580.109375 Penalty: 2511.735107
	Iteration 38Q: 3 clusters Score -180580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -180581.125000 Penalty: 2511.735107
	Iteration 39Q: 3 clusters Score -180581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -180581.093750 Penalty: 2511.735107
	Iteration 40F: 3 clusters Score -180581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 914 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18325 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22078 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19087 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 34278 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37091 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38003 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40648 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 35710 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4949 members 
Mstep: Class 46 contains 28262 members 
Mstep: Class 47 contains 4726 members 
Mstep: Class 48 contains 1358 members 
Entering Unmasked Estep 
Score: -49787692.000000 Penalty: 103005.007812
Splitting cluster 3 changes total score from -49787932.000000 to -49787692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Entering Unmasked Estep 
Score: -326732.562500 Penalty: 1325.665894
	Iteration 0F: 2 clusters Score -326732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -323678.187500 Penalty: 2651.331787
	Iteration 0F: 3 clusters Score -323678.2 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -324465.593750 Penalty: 2651.331787
	Iteration 1F: 3 clusters Score -324465.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -324614.000000 Penalty: 2651.331787
	Iteration 2F: 3 clusters Score -324614 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -324695.093750 Penalty: 2651.331787
	Iteration 3F: 3 clusters Score -324695.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -324739.000000 Penalty: 2651.331787
	Iteration 4Q: 3 clusters Score -324739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -324774.531250 Penalty: 2651.331787
	Iteration 5Q: 3 clusters Score -324774.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -324812.406250 Penalty: 2651.331787
	Iteration 6Q: 3 clusters Score -324812.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -324859.875000 Penalty: 2651.331787
	Iteration 7Q: 3 clusters Score -324859.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -324903.468750 Penalty: 2651.331787
	Iteration 8Q: 3 clusters Score -324903.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -324935.000000 Penalty: 2651.331787
	Iteration 9Q: 3 clusters Score -324935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -324960.937500 Penalty: 2651.331787
	Iteration 10Q: 3 clusters Score -324960.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -324986.750000 Penalty: 2651.331787
	Iteration 11Q: 3 clusters Score -324986.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -325006.593750 Penalty: 2651.331787
	Iteration 12Q: 3 clusters Score -325006.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -325034.781250 Penalty: 2651.331787
	Iteration 13Q: 3 clusters Score -325034.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -325062.781250 Penalty: 2651.331787
	Iteration 14Q: 3 clusters Score -325062.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -325086.500000 Penalty: 2651.331787
	Iteration 15Q: 3 clusters Score -325086.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -325106.812500 Penalty: 2651.331787
	Iteration 16Q: 3 clusters Score -325106.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -325125.812500 Penalty: 2651.331787
	Iteration 17Q: 3 clusters Score -325125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -325142.125000 Penalty: 2651.331787
	Iteration 18Q: 3 clusters Score -325142.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -325155.750000 Penalty: 2651.331787
	Iteration 19Q: 3 clusters Score -325155.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -325171.250000 Penalty: 2651.331787
	Iteration 20F: 3 clusters Score -325171.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -325190.281250 Penalty: 2651.331787
	Iteration 21Q: 3 clusters Score -325190.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -325203.875000 Penalty: 2651.331787
	Iteration 22Q: 3 clusters Score -325203.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -325222.437500 Penalty: 2651.331787
	Iteration 23Q: 3 clusters Score -325222.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -325239.937500 Penalty: 2651.331787
	Iteration 24Q: 3 clusters Score -325239.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -325253.875000 Penalty: 2651.331787
	Iteration 25Q: 3 clusters Score -325253.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -325264.781250 Penalty: 2651.331787
	Iteration 26Q: 3 clusters Score -325264.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -325279.406250 Penalty: 2651.331787
	Iteration 27Q: 3 clusters Score -325279.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -325294.343750 Penalty: 2651.331787
	Iteration 28Q: 3 clusters Score -325294.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -325309.031250 Penalty: 2651.331787
	Iteration 29Q: 3 clusters Score -325309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -325325.312500 Penalty: 2651.331787
	Iteration 30Q: 3 clusters Score -325325.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -325336.062500 Penalty: 2651.331787
	Iteration 31Q: 3 clusters Score -325336.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -325347.437500 Penalty: 2651.331787
	Iteration 32Q: 3 clusters Score -325347.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -325353.937500 Penalty: 2651.331787
	Iteration 33Q: 3 clusters Score -325353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -325357.781250 Penalty: 2651.331787
	Iteration 34Q: 3 clusters Score -325357.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -325360.531250 Penalty: 2651.331787
	Iteration 35Q: 3 clusters Score -325360.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -325364.062500 Penalty: 2651.331787
	Iteration 36Q: 3 clusters Score -325364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -325365.218750 Penalty: 2651.331787
	Iteration 37Q: 3 clusters Score -325365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -325365.500000 Penalty: 2651.331787
	Iteration 38Q: 3 clusters Score -325365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -325365.593750 Penalty: 2651.331787
	Iteration 39Q: 3 clusters Score -325365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -325365.656250 Penalty: 2651.331787
	Iteration 40F: 3 clusters Score -325365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -184375.703125 Penalty: 1238.364624
	Iteration 0F: 2 clusters Score -184375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -182291.187500 Penalty: 2476.729248
	Iteration 0F: 3 clusters Score -182291.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -182819.328125 Penalty: 2476.729248
	Iteration 1F: 3 clusters Score -182819.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -182990.750000 Penalty: 2476.729248
	Iteration 2F: 3 clusters Score -182990.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -183091.578125 Penalty: 2476.729248
	Iteration 3F: 3 clusters Score -183091.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -183160.890625 Penalty: 2476.729248
	Iteration 4Q: 3 clusters Score -183160.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -183208.000000 Penalty: 2476.729248
	Iteration 5Q: 3 clusters Score -183208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -183257.109375 Penalty: 2476.729248
	Iteration 6Q: 3 clusters Score -183257.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -183317.093750 Penalty: 2476.729248
	Iteration 7Q: 3 clusters Score -183317.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -183410.234375 Penalty: 2476.729248
	Iteration 8Q: 3 clusters Score -183410.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -183510.171875 Penalty: 2476.729248
	Iteration 9Q: 3 clusters Score -183510.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -183598.312500 Penalty: 2476.729248
	Iteration 10Q: 3 clusters Score -183598.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -183697.062500 Penalty: 2476.729248
	Iteration 11Q: 3 clusters Score -183697.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -183786.046875 Penalty: 2476.729248
	Iteration 12Q: 3 clusters Score -183786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -183848.000000 Penalty: 2476.729248
	Iteration 13Q: 3 clusters Score -183848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -183883.046875 Penalty: 2476.729248
	Iteration 14Q: 3 clusters Score -183883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -183918.156250 Penalty: 2476.729248
	Iteration 15Q: 3 clusters Score -183918.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -183938.171875 Penalty: 2476.729248
	Iteration 16Q: 3 clusters Score -183938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -183951.656250 Penalty: 2476.729248
	Iteration 17Q: 3 clusters Score -183951.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -183960.843750 Penalty: 2476.729248
	Iteration 18Q: 3 clusters Score -183960.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -183967.640625 Penalty: 2476.729248
	Iteration 19Q: 3 clusters Score -183967.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -183976.281250 Penalty: 2476.729248
	Iteration 20F: 3 clusters Score -183976.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -183984.843750 Penalty: 2476.729248
	Iteration 21Q: 3 clusters Score -183984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -183991.921875 Penalty: 2476.729248
	Iteration 22Q: 3 clusters Score -183991.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -184003.421875 Penalty: 2476.729248
	Iteration 23Q: 3 clusters Score -184003.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -184017.531250 Penalty: 2476.729248
	Iteration 24Q: 3 clusters Score -184017.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -184033.031250 Penalty: 2476.729248
	Iteration 25Q: 3 clusters Score -184033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -184055.687500 Penalty: 2476.729248
	Iteration 26Q: 3 clusters Score -184055.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -184074.171875 Penalty: 2476.729248
	Iteration 27Q: 3 clusters Score -184074.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184090.140625 Penalty: 2476.729248
	Iteration 28Q: 3 clusters Score -184090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -184096.906250 Penalty: 2476.729248
	Iteration 29Q: 3 clusters Score -184096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -184099.578125 Penalty: 2476.729248
	Iteration 30Q: 3 clusters Score -184099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -184102.203125 Penalty: 2476.729248
	Iteration 31Q: 3 clusters Score -184102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -184105.890625 Penalty: 2476.729248
	Iteration 32Q: 3 clusters Score -184105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -184107.140625 Penalty: 2476.729248
	Iteration 33Q: 3 clusters Score -184107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -184108.328125 Penalty: 2476.729248
	Iteration 34Q: 3 clusters Score -184108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -184108.234375 Penalty: 2476.729248
	Iteration 35Q: 3 clusters Score -184108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -184108.234375 Penalty: 2476.729248
	Iteration 36F: 3 clusters Score -184108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -435735.906250 Penalty: 1378.960083
	Iteration 0F: 2 clusters Score -435735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -431861.625000 Penalty: 2757.920166
	Iteration 0F: 3 clusters Score -431861.6 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -432930.718750 Penalty: 2757.920166
	Iteration 1F: 3 clusters Score -432930.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -433199.375000 Penalty: 2757.920166
	Iteration 2F: 3 clusters Score -433199.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -433428.250000 Penalty: 2757.920166
	Iteration 3F: 3 clusters Score -433428.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -433654.625000 Penalty: 2757.920166
	Iteration 4F: 3 clusters Score -433654.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -433838.437500 Penalty: 2757.920166
	Iteration 5F: 3 clusters Score -433838.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -433988.750000 Penalty: 2757.920166
	Iteration 6Q: 3 clusters Score -433988.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -434099.875000 Penalty: 2757.920166
	Iteration 7Q: 3 clusters Score -434099.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -434154.250000 Penalty: 2757.920166
	Iteration 8Q: 3 clusters Score -434154.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -434189.625000 Penalty: 2757.920166
	Iteration 9Q: 3 clusters Score -434189.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -434216.281250 Penalty: 2757.920166
	Iteration 10Q: 3 clusters Score -434216.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -434242.218750 Penalty: 2757.920166
	Iteration 11Q: 3 clusters Score -434242.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -434266.593750 Penalty: 2757.920166
	Iteration 12Q: 3 clusters Score -434266.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -434290.031250 Penalty: 2757.920166
	Iteration 13Q: 3 clusters Score -434290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -434303.843750 Penalty: 2757.920166
	Iteration 14Q: 3 clusters Score -434303.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -434317.093750 Penalty: 2757.920166
	Iteration 15Q: 3 clusters Score -434317.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -434330.968750 Penalty: 2757.920166
	Iteration 16Q: 3 clusters Score -434331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -434345.812500 Penalty: 2757.920166
	Iteration 17Q: 3 clusters Score -434345.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -434357.906250 Penalty: 2757.920166
	Iteration 18Q: 3 clusters Score -434357.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -434370.062500 Penalty: 2757.920166
	Iteration 19Q: 3 clusters Score -434370.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -434378.812500 Penalty: 2757.920166
	Iteration 20F: 3 clusters Score -434378.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -434386.562500 Penalty: 2757.920166
	Iteration 21Q: 3 clusters Score -434386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -434397.468750 Penalty: 2757.920166
	Iteration 22Q: 3 clusters Score -434397.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -434405.468750 Penalty: 2757.920166
	Iteration 23Q: 3 clusters Score -434405.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -434417.218750 Penalty: 2757.920166
	Iteration 24Q: 3 clusters Score -434417.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -434423.625000 Penalty: 2757.920166
	Iteration 25Q: 3 clusters Score -434423.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -434427.250000 Penalty: 2757.920166
	Iteration 26Q: 3 clusters Score -434427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -434430.093750 Penalty: 2757.920166
	Iteration 27Q: 3 clusters Score -434430.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -434432.000000 Penalty: 2757.920166
	Iteration 28Q: 3 clusters Score -434432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -434433.906250 Penalty: 2757.920166
	Iteration 29Q: 3 clusters Score -434433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -434435.781250 Penalty: 2757.920166
	Iteration 30Q: 3 clusters Score -434435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -434437.218750 Penalty: 2757.920166
	Iteration 31Q: 3 clusters Score -434437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -434437.593750 Penalty: 2757.920166
	Iteration 32Q: 3 clusters Score -434437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -434438.906250 Penalty: 2757.920166
	Iteration 33Q: 3 clusters Score -434438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -434438.906250 Penalty: 2757.920166
	Iteration 34Q: 3 clusters Score -434438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -434438.781250 Penalty: 2757.920166
	Iteration 35Q: 3 clusters Score -434438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -434439.625000 Penalty: 2757.920166
	Iteration 36Q: 3 clusters Score -434439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -434438.593750 Penalty: 2757.920166
	Iteration 37Q: 3 clusters Score -434438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -434438.906250 Penalty: 2757.920166
	Iteration 38Q: 3 clusters Score -434438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -434439.343750 Penalty: 2757.920166
	Iteration 39Q: 3 clusters Score -434439.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -434440.500000 Penalty: 2757.920166
	Iteration 40F: 3 clusters Score -434440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -434440.968750 Penalty: 2757.920166
	Iteration 41Q: 3 clusters Score -434441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -434441.968750 Penalty: 2757.920166
	Iteration 42Q: 3 clusters Score -434442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -434442.937500 Penalty: 2757.920166
	Iteration 43Q: 3 clusters Score -434442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -434442.937500 Penalty: 2757.920166
	Iteration 44F: 3 clusters Score -434442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -166658.562500 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -166658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -164684.234375 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -164684.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165094.531250 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -165094.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -165185.265625 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -165185.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165245.250000 Penalty: 2448.450439
	Iteration 3Q: 3 clusters Score -165245.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165307.421875 Penalty: 2448.450439
	Iteration 4Q: 3 clusters Score -165307.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165350.250000 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -165350.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -165387.640625 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -165387.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165435.250000 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -165435.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165472.953125 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -165473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165523.390625 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -165523.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -165583.218750 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -165583.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -165655.109375 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -165655.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -165714.531250 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -165714.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -165751.765625 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -165751.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165781.203125 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -165781.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -165813.015625 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -165813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -165839.968750 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -165840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -165860.296875 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -165860.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -165878.281250 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -165878.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -165897.609375 Penalty: 2448.450439
	Iteration 19Q: 3 clusters Score -165897.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -165913.140625 Penalty: 2448.450439
	Iteration 20F: 3 clusters Score -165913.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -165926.968750 Penalty: 2448.450439
	Iteration 21Q: 3 clusters Score -165927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -165943.031250 Penalty: 2448.450439
	Iteration 22Q: 3 clusters Score -165943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -165960.562500 Penalty: 2448.450439
	Iteration 23Q: 3 clusters Score -165960.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -165969.984375 Penalty: 2448.450439
	Iteration 24Q: 3 clusters Score -165970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -165973.109375 Penalty: 2448.450439
	Iteration 25Q: 3 clusters Score -165973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -165975.812500 Penalty: 2448.450439
	Iteration 26Q: 3 clusters Score -165975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -165979.437500 Penalty: 2448.450439
	Iteration 27Q: 3 clusters Score -165979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -165983.078125 Penalty: 2448.450439
	Iteration 28Q: 3 clusters Score -165983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -165984.796875 Penalty: 2448.450439
	Iteration 29Q: 3 clusters Score -165984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -165991.031250 Penalty: 2448.450439
	Iteration 30Q: 3 clusters Score -165991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -165994.312500 Penalty: 2448.450439
	Iteration 31Q: 3 clusters Score -165994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -165995.703125 Penalty: 2448.450439
	Iteration 32Q: 3 clusters Score -165995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -165997.125000 Penalty: 2448.450439
	Iteration 33Q: 3 clusters Score -165997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -165997.734375 Penalty: 2448.450439
	Iteration 34Q: 3 clusters Score -165997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -165998.031250 Penalty: 2448.450439
	Iteration 35Q: 3 clusters Score -165998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -165998.031250 Penalty: 2448.450439
	Iteration 36F: 3 clusters Score -165998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Entering Unmasked Estep 
Score: -3459254.000000 Penalty: 1700.916748
	Iteration 0F: 2 clusters Score -3459254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3436668.500000 Penalty: 3401.833496
	Iteration 0F: 3 clusters Score -3436668 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3445944.000000 Penalty: 3401.833496
	Iteration 1F: 3 clusters Score -3445944 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3446350.750000 Penalty: 3401.833496
	Iteration 2Q: 3 clusters Score -3446351 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3446766.500000 Penalty: 3401.833496
	Iteration 3Q: 3 clusters Score -3446766 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3447184.500000 Penalty: 3401.833496
	Iteration 4Q: 3 clusters Score -3447184 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3447725.500000 Penalty: 3401.833496
	Iteration 5Q: 3 clusters Score -3447726 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3448413.000000 Penalty: 3401.833496
	Iteration 6Q: 3 clusters Score -3448413 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3449332.000000 Penalty: 3401.833496
	Iteration 7Q: 3 clusters Score -3449332 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3450381.750000 Penalty: 3401.833496
	Iteration 8F: 3 clusters Score -3450382 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3451581.750000 Penalty: 3401.833496
	Iteration 9F: 3 clusters Score -3451582 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3452799.000000 Penalty: 3401.833496
	Iteration 10F: 3 clusters Score -3452799 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3453803.250000 Penalty: 3401.833496
	Iteration 11Q: 3 clusters Score -3453803 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3454433.000000 Penalty: 3401.833496
	Iteration 12Q: 3 clusters Score -3454433 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3454784.250000 Penalty: 3401.833496
	Iteration 13Q: 3 clusters Score -3454784 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3454953.500000 Penalty: 3401.833496
	Iteration 14Q: 3 clusters Score -3454954 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3455096.000000 Penalty: 3401.833496
	Iteration 15Q: 3 clusters Score -3455096 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3455190.000000 Penalty: 3401.833496
	Iteration 16Q: 3 clusters Score -3455190 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3455264.500000 Penalty: 3401.833496
	Iteration 17Q: 3 clusters Score -3455264 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3455333.000000 Penalty: 3401.833496
	Iteration 18Q: 3 clusters Score -3455333 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3455380.750000 Penalty: 3401.833496
	Iteration 19Q: 3 clusters Score -3455381 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3455409.750000 Penalty: 3401.833496
	Iteration 20F: 3 clusters Score -3455410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3455455.000000 Penalty: 3401.833496
	Iteration 21Q: 3 clusters Score -3455455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3455485.750000 Penalty: 3401.833496
	Iteration 22Q: 3 clusters Score -3455486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3455522.000000 Penalty: 3401.833496
	Iteration 23Q: 3 clusters Score -3455522 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3455529.750000 Penalty: 3401.833496
	Iteration 24Q: 3 clusters Score -3455530 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3455543.000000 Penalty: 3401.833496
	Iteration 25Q: 3 clusters Score -3455543 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3455554.000000 Penalty: 3401.833496
	Iteration 26Q: 3 clusters Score -3455554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3455566.500000 Penalty: 3401.833496
	Iteration 27Q: 3 clusters Score -3455566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3455565.250000 Penalty: 3401.833496
	Iteration 28Q: 3 clusters Score -3455565 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3455574.000000 Penalty: 3401.833496
	Iteration 29Q: 3 clusters Score -3455574 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3455581.500000 Penalty: 3401.833496
	Iteration 30Q: 3 clusters Score -3455582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3455595.250000 Penalty: 3401.833496
	Iteration 31Q: 3 clusters Score -3455595 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3455593.250000 Penalty: 3401.833496
	Iteration 32Q: 3 clusters Score -3455593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3455607.000000 Penalty: 3401.833496
	Iteration 33Q: 3 clusters Score -3455607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3455603.750000 Penalty: 3401.833496
	Iteration 34Q: 3 clusters Score -3455604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3455602.000000 Penalty: 3401.833496
	Iteration 35Q: 3 clusters Score -3455602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3455595.250000 Penalty: 3401.833496
	Iteration 36Q: 3 clusters Score -3455595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3455606.500000 Penalty: 3401.833496
	Iteration 37Q: 3 clusters Score -3455606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3455615.750000 Penalty: 3401.833496
	Iteration 38Q: 3 clusters Score -3455616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3455616.000000 Penalty: 3401.833496
	Iteration 39Q: 3 clusters Score -3455616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3455619.750000 Penalty: 3401.833496
	Iteration 40F: 3 clusters Score -3455620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3455615.500000 Penalty: 3401.833496
	Iteration 41Q: 3 clusters Score -3455616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3455620.000000 Penalty: 3401.833496
	Iteration 42Q: 3 clusters Score -3455620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3455626.000000 Penalty: 3401.833496
	Iteration 43Q: 3 clusters Score -3455626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3455617.250000 Penalty: 3401.833496
	Iteration 44Q: 3 clusters Score -3455617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3455617.500000 Penalty: 3401.833496
	Iteration 45Q: 3 clusters Score -3455618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3455616.750000 Penalty: 3401.833496
	Iteration 46Q: 3 clusters Score -3455617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3455617.500000 Penalty: 3401.833496
	Iteration 47Q: 3 clusters Score -3455618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3455626.000000 Penalty: 3401.833496
	Iteration 48Q: 3 clusters Score -3455626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3455631.750000 Penalty: 3401.833496
	Iteration 49Q: 3 clusters Score -3455632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3455634.750000 Penalty: 3401.833496
	Iteration 50Q: 3 clusters Score -3455635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3455633.000000 Penalty: 3401.833496
	Iteration 51Q: 3 clusters Score -3455633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3455633.000000 Penalty: 3401.833496
	Iteration 52Q: 3 clusters Score -3455633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3455632.000000 Penalty: 3401.833496
	Iteration 53Q: 3 clusters Score -3455632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3455633.750000 Penalty: 3401.833496
	Iteration 54Q: 3 clusters Score -3455634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3455635.250000 Penalty: 3401.833496
	Iteration 55Q: 3 clusters Score -3455635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3455635.000000 Penalty: 3401.833496
	Iteration 56Q: 3 clusters Score -3455635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3455632.500000 Penalty: 3401.833496
	Iteration 57Q: 3 clusters Score -3455632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3455629.750000 Penalty: 3401.833496
	Iteration 58Q: 3 clusters Score -3455630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3455632.500000 Penalty: 3401.833496
	Iteration 59Q: 3 clusters Score -3455632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3455629.750000 Penalty: 3401.833496
	Iteration 60F: 3 clusters Score -3455630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3455629.000000 Penalty: 3401.833496
	Iteration 61Q: 3 clusters Score -3455629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3455633.000000 Penalty: 3401.833496
	Iteration 62Q: 3 clusters Score -3455633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3455634.750000 Penalty: 3401.833496
	Iteration 63Q: 3 clusters Score -3455635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3455632.000000 Penalty: 3401.833496
	Iteration 64Q: 3 clusters Score -3455632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3455633.000000 Penalty: 3401.833496
	Iteration 65Q: 3 clusters Score -3455633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3455634.000000 Penalty: 3401.833496
	Iteration 66Q: 3 clusters Score -3455634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3455631.500000 Penalty: 3401.833496
	Iteration 67Q: 3 clusters Score -3455632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3455633.750000 Penalty: 3401.833496
	Iteration 68Q: 3 clusters Score -3455634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3455633.000000 Penalty: 3401.833496
	Iteration 69Q: 3 clusters Score -3455633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3455634.250000 Penalty: 3401.833496
	Iteration 70Q: 3 clusters Score -3455634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3455630.500000 Penalty: 3401.833496
	Iteration 71Q: 3 clusters Score -3455630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3455633.000000 Penalty: 3401.833496
	Iteration 72Q: 3 clusters Score -3455633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3455633.000000 Penalty: 3401.833496
	Iteration 73F: 3 clusters Score -3455633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Entering Unmasked Estep 
Score: -542536.062500 Penalty: 1406.500732
	Iteration 0F: 2 clusters Score -542536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -538090.562500 Penalty: 2813.001465
	Iteration 0F: 3 clusters Score -538090.6 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -539338.937500 Penalty: 2813.001465
	Iteration 1F: 3 clusters Score -539338.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -539541.750000 Penalty: 2813.001465
	Iteration 2F: 3 clusters Score -539541.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -539669.250000 Penalty: 2813.001465
	Iteration 3Q: 3 clusters Score -539669.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -539756.812500 Penalty: 2813.001465
	Iteration 4Q: 3 clusters Score -539756.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -539827.750000 Penalty: 2813.001465
	Iteration 5Q: 3 clusters Score -539827.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -539883.250000 Penalty: 2813.001465
	Iteration 6Q: 3 clusters Score -539883.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -539943.375000 Penalty: 2813.001465
	Iteration 7Q: 3 clusters Score -539943.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -540000.187500 Penalty: 2813.001465
	Iteration 8Q: 3 clusters Score -540000.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -540065.375000 Penalty: 2813.001465
	Iteration 9Q: 3 clusters Score -540065.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -540142.625000 Penalty: 2813.001465
	Iteration 10Q: 3 clusters Score -540142.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -540243.687500 Penalty: 2813.001465
	Iteration 11Q: 3 clusters Score -540243.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -540364.312500 Penalty: 2813.001465
	Iteration 12Q: 3 clusters Score -540364.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -540497.687500 Penalty: 2813.001465
	Iteration 13Q: 3 clusters Score -540497.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -540610.375000 Penalty: 2813.001465
	Iteration 14Q: 3 clusters Score -540610.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -540719.062500 Penalty: 2813.001465
	Iteration 15Q: 3 clusters Score -540719.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -540848.750000 Penalty: 2813.001465
	Iteration 16Q: 3 clusters Score -540848.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -540943.187500 Penalty: 2813.001465
	Iteration 17Q: 3 clusters Score -540943.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -541015.500000 Penalty: 2813.001465
	Iteration 18Q: 3 clusters Score -541015.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -541071.687500 Penalty: 2813.001465
	Iteration 19Q: 3 clusters Score -541071.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -541114.687500 Penalty: 2813.001465
	Iteration 20F: 3 clusters Score -541114.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -541149.375000 Penalty: 2813.001465
	Iteration 21Q: 3 clusters Score -541149.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -541172.812500 Penalty: 2813.001465
	Iteration 22Q: 3 clusters Score -541172.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -541190.562500 Penalty: 2813.001465
	Iteration 23Q: 3 clusters Score -541190.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -541208.687500 Penalty: 2813.001465
	Iteration 24Q: 3 clusters Score -541208.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -541222.062500 Penalty: 2813.001465
	Iteration 25Q: 3 clusters Score -541222.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -541236.250000 Penalty: 2813.001465
	Iteration 26Q: 3 clusters Score -541236.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -541245.375000 Penalty: 2813.001465
	Iteration 27Q: 3 clusters Score -541245.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -541251.687500 Penalty: 2813.001465
	Iteration 28Q: 3 clusters Score -541251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -541254.125000 Penalty: 2813.001465
	Iteration 29Q: 3 clusters Score -541254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -541256.500000 Penalty: 2813.001465
	Iteration 30Q: 3 clusters Score -541256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -541262.062500 Penalty: 2813.001465
	Iteration 31Q: 3 clusters Score -541262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -541265.812500 Penalty: 2813.001465
	Iteration 32Q: 3 clusters Score -541265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -541268.125000 Penalty: 2813.001465
	Iteration 33Q: 3 clusters Score -541268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -541269.250000 Penalty: 2813.001465
	Iteration 34Q: 3 clusters Score -541269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -541271.250000 Penalty: 2813.001465
	Iteration 35Q: 3 clusters Score -541271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -541274.875000 Penalty: 2813.001465
	Iteration 36Q: 3 clusters Score -541274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -541277.000000 Penalty: 2813.001465
	Iteration 37Q: 3 clusters Score -541277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -541278.937500 Penalty: 2813.001465
	Iteration 38Q: 3 clusters Score -541278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -541282.625000 Penalty: 2813.001465
	Iteration 39Q: 3 clusters Score -541282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -541284.750000 Penalty: 2813.001465
	Iteration 40F: 3 clusters Score -541284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -541288.000000 Penalty: 2813.001465
	Iteration 41Q: 3 clusters Score -541288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -541289.750000 Penalty: 2813.001465
	Iteration 42Q: 3 clusters Score -541289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -541293.500000 Penalty: 2813.001465
	Iteration 43Q: 3 clusters Score -541293.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -541297.812500 Penalty: 2813.001465
	Iteration 44Q: 3 clusters Score -541297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -541301.500000 Penalty: 2813.001465
	Iteration 45Q: 3 clusters Score -541301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -541302.062500 Penalty: 2813.001465
	Iteration 46Q: 3 clusters Score -541302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -541303.250000 Penalty: 2813.001465
	Iteration 47Q: 3 clusters Score -541303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -541303.250000 Penalty: 2813.001465
	Iteration 48F: 3 clusters Score -541303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -228521.546875 Penalty: 1271.277344
	Iteration 0F: 2 clusters Score -228521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -226137.031250 Penalty: 2542.554688
	Iteration 0F: 3 clusters Score -226137 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -226763.953125 Penalty: 2542.554688
	Iteration 1F: 3 clusters Score -226764 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -226913.781250 Penalty: 2542.554688
	Iteration 2F: 3 clusters Score -226913.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -227003.515625 Penalty: 2542.554688
	Iteration 3F: 3 clusters Score -227003.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -227067.937500 Penalty: 2542.554688
	Iteration 4Q: 3 clusters Score -227067.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -227108.500000 Penalty: 2542.554688
	Iteration 5Q: 3 clusters Score -227108.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -227137.406250 Penalty: 2542.554688
	Iteration 6Q: 3 clusters Score -227137.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -227170.593750 Penalty: 2542.554688
	Iteration 7Q: 3 clusters Score -227170.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -227194.218750 Penalty: 2542.554688
	Iteration 8Q: 3 clusters Score -227194.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -227207.421875 Penalty: 2542.554688
	Iteration 9Q: 3 clusters Score -227207.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -227219.203125 Penalty: 2542.554688
	Iteration 10Q: 3 clusters Score -227219.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227227.406250 Penalty: 2542.554688
	Iteration 11Q: 3 clusters Score -227227.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -227233.765625 Penalty: 2542.554688
	Iteration 12Q: 3 clusters Score -227233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227239.562500 Penalty: 2542.554688
	Iteration 13Q: 3 clusters Score -227239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -227240.718750 Penalty: 2542.554688
	Iteration 14Q: 3 clusters Score -227240.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -227243.484375 Penalty: 2542.554688
	Iteration 15Q: 3 clusters Score -227243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227245.015625 Penalty: 2542.554688
	Iteration 16Q: 3 clusters Score -227245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227248.062500 Penalty: 2542.554688
	Iteration 17Q: 3 clusters Score -227248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -227251.281250 Penalty: 2542.554688
	Iteration 18Q: 3 clusters Score -227251.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -227255.500000 Penalty: 2542.554688
	Iteration 19Q: 3 clusters Score -227255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -227262.984375 Penalty: 2542.554688
	Iteration 20F: 3 clusters Score -227263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227273.484375 Penalty: 2542.554688
	Iteration 21Q: 3 clusters Score -227273.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -227282.890625 Penalty: 2542.554688
	Iteration 22Q: 3 clusters Score -227282.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -227295.218750 Penalty: 2542.554688
	Iteration 23Q: 3 clusters Score -227295.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -227304.812500 Penalty: 2542.554688
	Iteration 24Q: 3 clusters Score -227304.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -227313.312500 Penalty: 2542.554688
	Iteration 25Q: 3 clusters Score -227313.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -227321.140625 Penalty: 2542.554688
	Iteration 26Q: 3 clusters Score -227321.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -227327.796875 Penalty: 2542.554688
	Iteration 27Q: 3 clusters Score -227327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227331.843750 Penalty: 2542.554688
	Iteration 28Q: 3 clusters Score -227331.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -227337.859375 Penalty: 2542.554688
	Iteration 29Q: 3 clusters Score -227337.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -227342.265625 Penalty: 2542.554688
	Iteration 30Q: 3 clusters Score -227342.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -227347.203125 Penalty: 2542.554688
	Iteration 31Q: 3 clusters Score -227347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -227349.843750 Penalty: 2542.554688
	Iteration 32Q: 3 clusters Score -227349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -227352.390625 Penalty: 2542.554688
	Iteration 33Q: 3 clusters Score -227352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -227355.250000 Penalty: 2542.554688
	Iteration 34Q: 3 clusters Score -227355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -227358.375000 Penalty: 2542.554688
	Iteration 35Q: 3 clusters Score -227358.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -227362.562500 Penalty: 2542.554688
	Iteration 36Q: 3 clusters Score -227362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -227366.843750 Penalty: 2542.554688
	Iteration 37Q: 3 clusters Score -227366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227369.765625 Penalty: 2542.554688
	Iteration 38Q: 3 clusters Score -227369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -227371.125000 Penalty: 2542.554688
	Iteration 39Q: 3 clusters Score -227371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -227372.453125 Penalty: 2542.554688
	Iteration 40F: 3 clusters Score -227372.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -227374.171875 Penalty: 2542.554688
	Iteration 41Q: 3 clusters Score -227374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -227374.468750 Penalty: 2542.554688
	Iteration 42Q: 3 clusters Score -227374.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -227374.468750 Penalty: 2542.554688
	Iteration 43F: 3 clusters Score -227374.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -551087.562500 Penalty: 1414.238892
	Iteration 0F: 2 clusters Score -551087.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -546464.312500 Penalty: 2828.477783
	Iteration 0F: 3 clusters Score -546464.3 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -547854.187500 Penalty: 2828.477783
	Iteration 1F: 3 clusters Score -547854.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -548070.062500 Penalty: 2828.477783
	Iteration 2F: 3 clusters Score -548070.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -548208.750000 Penalty: 2828.477783
	Iteration 3F: 3 clusters Score -548208.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -548323.062500 Penalty: 2828.477783
	Iteration 4Q: 3 clusters Score -548323.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -548422.687500 Penalty: 2828.477783
	Iteration 5Q: 3 clusters Score -548422.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -548521.562500 Penalty: 2828.477783
	Iteration 6Q: 3 clusters Score -548521.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -548654.500000 Penalty: 2828.477783
	Iteration 7Q: 3 clusters Score -548654.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -548808.375000 Penalty: 2828.477783
	Iteration 8Q: 3 clusters Score -548808.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -548964.937500 Penalty: 2828.477783
	Iteration 9Q: 3 clusters Score -548964.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -549183.812500 Penalty: 2828.477783
	Iteration 10Q: 3 clusters Score -549183.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -549448.625000 Penalty: 2828.477783
	Iteration 11Q: 3 clusters Score -549448.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -549672.437500 Penalty: 2828.477783
	Iteration 12Q: 3 clusters Score -549672.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -549867.187500 Penalty: 2828.477783
	Iteration 13Q: 3 clusters Score -549867.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -550032.687500 Penalty: 2828.477783
	Iteration 14Q: 3 clusters Score -550032.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -550165.187500 Penalty: 2828.477783
	Iteration 15Q: 3 clusters Score -550165.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -550235.187500 Penalty: 2828.477783
	Iteration 16Q: 3 clusters Score -550235.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -550279.437500 Penalty: 2828.477783
	Iteration 17Q: 3 clusters Score -550279.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -550296.687500 Penalty: 2828.477783
	Iteration 18Q: 3 clusters Score -550296.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -550313.187500 Penalty: 2828.477783
	Iteration 19Q: 3 clusters Score -550313.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -550323.000000 Penalty: 2828.477783
	Iteration 20F: 3 clusters Score -550323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -550333.187500 Penalty: 2828.477783
	Iteration 21Q: 3 clusters Score -550333.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -550341.312500 Penalty: 2828.477783
	Iteration 22Q: 3 clusters Score -550341.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -550345.312500 Penalty: 2828.477783
	Iteration 23Q: 3 clusters Score -550345.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -550350.250000 Penalty: 2828.477783
	Iteration 24Q: 3 clusters Score -550350.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -550355.125000 Penalty: 2828.477783
	Iteration 25Q: 3 clusters Score -550355.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -550357.875000 Penalty: 2828.477783
	Iteration 26Q: 3 clusters Score -550357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -550360.062500 Penalty: 2828.477783
	Iteration 27Q: 3 clusters Score -550360.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -550361.875000 Penalty: 2828.477783
	Iteration 28Q: 3 clusters Score -550361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -550363.187500 Penalty: 2828.477783
	Iteration 29Q: 3 clusters Score -550363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -550364.000000 Penalty: 2828.477783
	Iteration 30Q: 3 clusters Score -550364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -550365.187500 Penalty: 2828.477783
	Iteration 31Q: 3 clusters Score -550365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -550366.312500 Penalty: 2828.477783
	Iteration 32Q: 3 clusters Score -550366.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -550367.000000 Penalty: 2828.477783
	Iteration 33Q: 3 clusters Score -550367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -550369.812500 Penalty: 2828.477783
	Iteration 34Q: 3 clusters Score -550369.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -550373.000000 Penalty: 2828.477783
	Iteration 35Q: 3 clusters Score -550373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -550373.500000 Penalty: 2828.477783
	Iteration 36Q: 3 clusters Score -550373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -550374.500000 Penalty: 2828.477783
	Iteration 37Q: 3 clusters Score -550374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -550373.687500 Penalty: 2828.477783
	Iteration 38Q: 3 clusters Score -550373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -550375.937500 Penalty: 2828.477783
	Iteration 39Q: 3 clusters Score -550375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -550376.687500 Penalty: 2828.477783
	Iteration 40F: 3 clusters Score -550376.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -550376.125000 Penalty: 2828.477783
	Iteration 41Q: 3 clusters Score -550376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -550376.187500 Penalty: 2828.477783
	Iteration 42Q: 3 clusters Score -550376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -550376.562500 Penalty: 2828.477783
	Iteration 43Q: 3 clusters Score -550376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -550376.500000 Penalty: 2828.477783
	Iteration 44Q: 3 clusters Score -550376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -550376.437500 Penalty: 2828.477783
	Iteration 45Q: 3 clusters Score -550376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -550377.125000 Penalty: 2828.477783
	Iteration 46Q: 3 clusters Score -550377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -550377.125000 Penalty: 2828.477783
	Iteration 47F: 3 clusters Score -550377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -637127.812500 Penalty: 1433.770996
	Iteration 0F: 2 clusters Score -637127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -632003.812500 Penalty: 2867.541992
	Iteration 0F: 3 clusters Score -632003.8 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -633594.250000 Penalty: 2867.541992
	Iteration 1F: 3 clusters Score -633594.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -633846.062500 Penalty: 2867.541992
	Iteration 2F: 3 clusters Score -633846.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -634058.062500 Penalty: 2867.541992
	Iteration 3F: 3 clusters Score -634058.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -634249.437500 Penalty: 2867.541992
	Iteration 4Q: 3 clusters Score -634249.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -634438.937500 Penalty: 2867.541992
	Iteration 5Q: 3 clusters Score -634438.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -634628.687500 Penalty: 2867.541992
	Iteration 6Q: 3 clusters Score -634628.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -634817.375000 Penalty: 2867.541992
	Iteration 7Q: 3 clusters Score -634817.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -635002.312500 Penalty: 2867.541992
	Iteration 8Q: 3 clusters Score -635002.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -635181.312500 Penalty: 2867.541992
	Iteration 9Q: 3 clusters Score -635181.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -635317.937500 Penalty: 2867.541992
	Iteration 10Q: 3 clusters Score -635317.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -635434.812500 Penalty: 2867.541992
	Iteration 11Q: 3 clusters Score -635434.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -635561.687500 Penalty: 2867.541992
	Iteration 12Q: 3 clusters Score -635561.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -635692.625000 Penalty: 2867.541992
	Iteration 13Q: 3 clusters Score -635692.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -635793.562500 Penalty: 2867.541992
	Iteration 14Q: 3 clusters Score -635793.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -635864.687500 Penalty: 2867.541992
	Iteration 15Q: 3 clusters Score -635864.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -635916.437500 Penalty: 2867.541992
	Iteration 16Q: 3 clusters Score -635916.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -635955.500000 Penalty: 2867.541992
	Iteration 17Q: 3 clusters Score -635955.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -636007.562500 Penalty: 2867.541992
	Iteration 18Q: 3 clusters Score -636007.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -636041.375000 Penalty: 2867.541992
	Iteration 19Q: 3 clusters Score -636041.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -636070.250000 Penalty: 2867.541992
	Iteration 20F: 3 clusters Score -636070.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -636091.062500 Penalty: 2867.541992
	Iteration 21Q: 3 clusters Score -636091.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -636107.062500 Penalty: 2867.541992
	Iteration 22Q: 3 clusters Score -636107.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -636114.875000 Penalty: 2867.541992
	Iteration 23Q: 3 clusters Score -636114.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -636121.250000 Penalty: 2867.541992
	Iteration 24Q: 3 clusters Score -636121.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -636124.812500 Penalty: 2867.541992
	Iteration 25Q: 3 clusters Score -636124.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -636127.625000 Penalty: 2867.541992
	Iteration 26Q: 3 clusters Score -636127.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -636130.562500 Penalty: 2867.541992
	Iteration 27Q: 3 clusters Score -636130.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -636134.125000 Penalty: 2867.541992
	Iteration 28Q: 3 clusters Score -636134.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -636139.125000 Penalty: 2867.541992
	Iteration 29Q: 3 clusters Score -636139.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -636144.687500 Penalty: 2867.541992
	Iteration 30Q: 3 clusters Score -636144.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -636148.250000 Penalty: 2867.541992
	Iteration 31Q: 3 clusters Score -636148.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -636156.812500 Penalty: 2867.541992
	Iteration 32Q: 3 clusters Score -636156.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -636166.750000 Penalty: 2867.541992
	Iteration 33Q: 3 clusters Score -636166.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -636174.812500 Penalty: 2867.541992
	Iteration 34Q: 3 clusters Score -636174.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -636185.125000 Penalty: 2867.541992
	Iteration 35Q: 3 clusters Score -636185.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -636191.312500 Penalty: 2867.541992
	Iteration 36Q: 3 clusters Score -636191.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -636197.437500 Penalty: 2867.541992
	Iteration 37Q: 3 clusters Score -636197.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -636203.750000 Penalty: 2867.541992
	Iteration 38Q: 3 clusters Score -636203.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -636213.750000 Penalty: 2867.541992
	Iteration 39Q: 3 clusters Score -636213.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -636226.312500 Penalty: 2867.541992
	Iteration 40F: 3 clusters Score -636226.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -636233.937500 Penalty: 2867.541992
	Iteration 41Q: 3 clusters Score -636233.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -636241.500000 Penalty: 2867.541992
	Iteration 42Q: 3 clusters Score -636241.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -636247.187500 Penalty: 2867.541992
	Iteration 43Q: 3 clusters Score -636247.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -636258.187500 Penalty: 2867.541992
	Iteration 44Q: 3 clusters Score -636258.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -636265.750000 Penalty: 2867.541992
	Iteration 45Q: 3 clusters Score -636265.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -636278.437500 Penalty: 2867.541992
	Iteration 46Q: 3 clusters Score -636278.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -636291.875000 Penalty: 2867.541992
	Iteration 47Q: 3 clusters Score -636291.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -636303.750000 Penalty: 2867.541992
	Iteration 48Q: 3 clusters Score -636303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -636308.937500 Penalty: 2867.541992
	Iteration 49Q: 3 clusters Score -636308.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -636320.750000 Penalty: 2867.541992
	Iteration 50Q: 3 clusters Score -636320.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -636329.000000 Penalty: 2867.541992
	Iteration 51Q: 3 clusters Score -636329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -636335.625000 Penalty: 2867.541992
	Iteration 52Q: 3 clusters Score -636335.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -636340.187500 Penalty: 2867.541992
	Iteration 53Q: 3 clusters Score -636340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -636342.687500 Penalty: 2867.541992
	Iteration 54Q: 3 clusters Score -636342.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -636345.875000 Penalty: 2867.541992
	Iteration 55Q: 3 clusters Score -636345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -636346.000000 Penalty: 2867.541992
	Iteration 56Q: 3 clusters Score -636346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -636347.625000 Penalty: 2867.541992
	Iteration 57Q: 3 clusters Score -636347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -636346.687500 Penalty: 2867.541992
	Iteration 58Q: 3 clusters Score -636346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -636348.437500 Penalty: 2867.541992
	Iteration 59Q: 3 clusters Score -636348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -636348.437500 Penalty: 2867.541992
	Iteration 60F: 3 clusters Score -636348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Entering Unmasked Estep 
Score: -2369210.500000 Penalty: 1640.393188
	Iteration 0F: 2 clusters Score -2369210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2353405.250000 Penalty: 3280.786377
	Iteration 0F: 3 clusters Score -2353405 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2359395.750000 Penalty: 3280.786377
	Iteration 1F: 3 clusters Score -2359396 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2359980.500000 Penalty: 3280.786377
	Iteration 2F: 3 clusters Score -2359980 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2360867.750000 Penalty: 3280.786377
	Iteration 3F: 3 clusters Score -2360868 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2362134.500000 Penalty: 3280.786377
	Iteration 4F: 3 clusters Score -2362134 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2363666.250000 Penalty: 3280.786377
	Iteration 5F: 3 clusters Score -2363666 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2365318.750000 Penalty: 3280.786377
	Iteration 6F: 3 clusters Score -2365319 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2366536.250000 Penalty: 3280.786377
	Iteration 7F: 3 clusters Score -2366536 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2367401.500000 Penalty: 3280.786377
	Iteration 8Q: 3 clusters Score -2367402 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2367943.750000 Penalty: 3280.786377
	Iteration 9Q: 3 clusters Score -2367944 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2368256.000000 Penalty: 3280.786377
	Iteration 10Q: 3 clusters Score -2368256 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2368401.000000 Penalty: 3280.786377
	Iteration 11Q: 3 clusters Score -2368401 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2368440.000000 Penalty: 3280.786377
	Iteration 12Q: 3 clusters Score -2368440 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2368439.500000 Penalty: 3280.786377
	Iteration 13Q: 3 clusters Score -2368440 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2368422.500000 Penalty: 3280.786377
	Iteration 14Q: 3 clusters Score -2368422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2368394.250000 Penalty: 3280.786377
	Iteration 15Q: 3 clusters Score -2368394 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2368343.250000 Penalty: 3280.786377
	Iteration 16Q: 3 clusters Score -2368343 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2368304.750000 Penalty: 3280.786377
	Iteration 17Q: 3 clusters Score -2368305 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2368272.500000 Penalty: 3280.786377
	Iteration 18Q: 3 clusters Score -2368272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2368243.250000 Penalty: 3280.786377
	Iteration 19Q: 3 clusters Score -2368243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2368220.750000 Penalty: 3280.786377
	Iteration 20F: 3 clusters Score -2368221 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2368210.250000 Penalty: 3280.786377
	Iteration 21Q: 3 clusters Score -2368210 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2368190.500000 Penalty: 3280.786377
	Iteration 22Q: 3 clusters Score -2368190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2368169.000000 Penalty: 3280.786377
	Iteration 23Q: 3 clusters Score -2368169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2368146.500000 Penalty: 3280.786377
	Iteration 24Q: 3 clusters Score -2368146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2368134.000000 Penalty: 3280.786377
	Iteration 25Q: 3 clusters Score -2368134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2368130.500000 Penalty: 3280.786377
	Iteration 26Q: 3 clusters Score -2368130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2368124.000000 Penalty: 3280.786377
	Iteration 27Q: 3 clusters Score -2368124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2368112.750000 Penalty: 3280.786377
	Iteration 28Q: 3 clusters Score -2368113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2368116.750000 Penalty: 3280.786377
	Iteration 29Q: 3 clusters Score -2368117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2368112.250000 Penalty: 3280.786377
	Iteration 30Q: 3 clusters Score -2368112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2368099.500000 Penalty: 3280.786377
	Iteration 31Q: 3 clusters Score -2368100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2368093.250000 Penalty: 3280.786377
	Iteration 32Q: 3 clusters Score -2368093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2368092.250000 Penalty: 3280.786377
	Iteration 33Q: 3 clusters Score -2368092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2368090.000000 Penalty: 3280.786377
	Iteration 34Q: 3 clusters Score -2368090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -2368086.250000 Penalty: 3280.786377
	Iteration 35Q: 3 clusters Score -2368086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2368083.250000 Penalty: 3280.786377
	Iteration 36Q: 3 clusters Score -2368083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2368078.750000 Penalty: 3280.786377
	Iteration 37Q: 3 clusters Score -2368079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2368074.000000 Penalty: 3280.786377
	Iteration 38Q: 3 clusters Score -2368074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2368075.250000 Penalty: 3280.786377
	Iteration 39Q: 3 clusters Score -2368075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2368074.000000 Penalty: 3280.786377
	Iteration 40F: 3 clusters Score -2368074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2368074.000000 Penalty: 3280.786377
	Iteration 41Q: 3 clusters Score -2368074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -2368076.250000 Penalty: 3280.786377
	Iteration 42Q: 3 clusters Score -2368076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2368074.000000 Penalty: 3280.786377
	Iteration 43Q: 3 clusters Score -2368074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2368075.750000 Penalty: 3280.786377
	Iteration 44Q: 3 clusters Score -2368076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2368073.500000 Penalty: 3280.786377
	Iteration 45Q: 3 clusters Score -2368074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2368071.000000 Penalty: 3280.786377
	Iteration 46Q: 3 clusters Score -2368071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2368070.250000 Penalty: 3280.786377
	Iteration 47Q: 3 clusters Score -2368070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2368070.250000 Penalty: 3280.786377
	Iteration 48F: 3 clusters Score -2368070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -292133.750000 Penalty: 1316.473389
	Iteration 0F: 2 clusters Score -292133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -289244.156250 Penalty: 2632.946777
	Iteration 0F: 3 clusters Score -289244.2 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -290060.843750 Penalty: 2632.946777
	Iteration 1F: 3 clusters Score -290060.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -290425.156250 Penalty: 2632.946777
	Iteration 2F: 3 clusters Score -290425.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -290768.781250 Penalty: 2632.946777
	Iteration 3F: 3 clusters Score -290768.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -291054.437500 Penalty: 2632.946777
	Iteration 4F: 3 clusters Score -291054.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -291303.718750 Penalty: 2632.946777
	Iteration 5F: 3 clusters Score -291303.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -291486.875000 Penalty: 2632.946777
	Iteration 6F: 3 clusters Score -291486.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -291587.312500 Penalty: 2632.946777
	Iteration 7Q: 3 clusters Score -291587.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -291637.593750 Penalty: 2632.946777
	Iteration 8Q: 3 clusters Score -291637.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -291664.125000 Penalty: 2632.946777
	Iteration 9Q: 3 clusters Score -291664.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -291683.562500 Penalty: 2632.946777
	Iteration 10Q: 3 clusters Score -291683.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -291691.843750 Penalty: 2632.946777
	Iteration 11Q: 3 clusters Score -291691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -291693.843750 Penalty: 2632.946777
	Iteration 12Q: 3 clusters Score -291693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -291696.312500 Penalty: 2632.946777
	Iteration 13Q: 3 clusters Score -291696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -291698.218750 Penalty: 2632.946777
	Iteration 14Q: 3 clusters Score -291698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -291700.343750 Penalty: 2632.946777
	Iteration 15Q: 3 clusters Score -291700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -291701.937500 Penalty: 2632.946777
	Iteration 16Q: 3 clusters Score -291701.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -291703.281250 Penalty: 2632.946777
	Iteration 17Q: 3 clusters Score -291703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -291703.906250 Penalty: 2632.946777
	Iteration 18Q: 3 clusters Score -291703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -291704.343750 Penalty: 2632.946777
	Iteration 19Q: 3 clusters Score -291704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -291705.312500 Penalty: 2632.946777
	Iteration 20F: 3 clusters Score -291705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -291705.968750 Penalty: 2632.946777
	Iteration 21Q: 3 clusters Score -291706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -291706.468750 Penalty: 2632.946777
	Iteration 22Q: 3 clusters Score -291706.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -291706.468750 Penalty: 2632.946777
	Iteration 23F: 3 clusters Score -291706.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Entering Unmasked Estep 
Score: -1710874.625000 Penalty: 1596.243408
	Iteration 0F: 2 clusters Score -1710875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1698186.750000 Penalty: 3192.486816
	Iteration 0F: 3 clusters Score -1698187 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1702547.750000 Penalty: 3192.486816
	Iteration 1F: 3 clusters Score -1702548 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1702845.875000 Penalty: 3192.486816
	Iteration 2Q: 3 clusters Score -1702846 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1703112.750000 Penalty: 3192.486816
	Iteration 3Q: 3 clusters Score -1703113 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1703412.000000 Penalty: 3192.486816
	Iteration 4Q: 3 clusters Score -1703412 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1703757.000000 Penalty: 3192.486816
	Iteration 5Q: 3 clusters Score -1703757 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1704182.375000 Penalty: 3192.486816
	Iteration 6Q: 3 clusters Score -1704182 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1704710.500000 Penalty: 3192.486816
	Iteration 7F: 3 clusters Score -1704710 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1705365.750000 Penalty: 3192.486816
	Iteration 8F: 3 clusters Score -1705366 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1706119.375000 Penalty: 3192.486816
	Iteration 9F: 3 clusters Score -1706119 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1706943.000000 Penalty: 3192.486816
	Iteration 10F: 3 clusters Score -1706943 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1707614.750000 Penalty: 3192.486816
	Iteration 11Q: 3 clusters Score -1707615 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1708077.000000 Penalty: 3192.486816
	Iteration 12Q: 3 clusters Score -1708077 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1708415.125000 Penalty: 3192.486816
	Iteration 13Q: 3 clusters Score -1708415 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1708706.000000 Penalty: 3192.486816
	Iteration 14Q: 3 clusters Score -1708706 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1708933.750000 Penalty: 3192.486816
	Iteration 15Q: 3 clusters Score -1708934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1709127.250000 Penalty: 3192.486816
	Iteration 16Q: 3 clusters Score -1709127 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1709252.750000 Penalty: 3192.486816
	Iteration 17Q: 3 clusters Score -1709253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1709326.625000 Penalty: 3192.486816
	Iteration 18Q: 3 clusters Score -1709327 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1709398.750000 Penalty: 3192.486816
	Iteration 19Q: 3 clusters Score -1709399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1709474.625000 Penalty: 3192.486816
	Iteration 20F: 3 clusters Score -1709475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1709527.500000 Penalty: 3192.486816
	Iteration 21Q: 3 clusters Score -1709528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1709564.625000 Penalty: 3192.486816
	Iteration 22Q: 3 clusters Score -1709565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1709578.750000 Penalty: 3192.486816
	Iteration 23Q: 3 clusters Score -1709579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1709589.625000 Penalty: 3192.486816
	Iteration 24Q: 3 clusters Score -1709590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1709596.375000 Penalty: 3192.486816
	Iteration 25Q: 3 clusters Score -1709596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1709605.125000 Penalty: 3192.486816
	Iteration 26Q: 3 clusters Score -1709605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1709610.125000 Penalty: 3192.486816
	Iteration 27Q: 3 clusters Score -1709610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1709621.125000 Penalty: 3192.486816
	Iteration 28Q: 3 clusters Score -1709621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1709632.000000 Penalty: 3192.486816
	Iteration 29Q: 3 clusters Score -1709632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1709641.250000 Penalty: 3192.486816
	Iteration 30Q: 3 clusters Score -1709641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1709648.625000 Penalty: 3192.486816
	Iteration 31Q: 3 clusters Score -1709649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1709658.750000 Penalty: 3192.486816
	Iteration 32Q: 3 clusters Score -1709659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1709664.750000 Penalty: 3192.486816
	Iteration 33Q: 3 clusters Score -1709665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1709670.500000 Penalty: 3192.486816
	Iteration 34Q: 3 clusters Score -1709670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1709668.875000 Penalty: 3192.486816
	Iteration 35Q: 3 clusters Score -1709669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1709677.250000 Penalty: 3192.486816
	Iteration 36Q: 3 clusters Score -1709677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1709681.250000 Penalty: 3192.486816
	Iteration 37Q: 3 clusters Score -1709681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1709681.875000 Penalty: 3192.486816
	Iteration 38Q: 3 clusters Score -1709682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1709683.125000 Penalty: 3192.486816
	Iteration 39Q: 3 clusters Score -1709683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1709682.750000 Penalty: 3192.486816
	Iteration 40F: 3 clusters Score -1709683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1709684.125000 Penalty: 3192.486816
	Iteration 41Q: 3 clusters Score -1709684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1709684.750000 Penalty: 3192.486816
	Iteration 42Q: 3 clusters Score -1709685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1709685.250000 Penalty: 3192.486816
	Iteration 43Q: 3 clusters Score -1709685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1709685.125000 Penalty: 3192.486816
	Iteration 44Q: 3 clusters Score -1709685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1709686.625000 Penalty: 3192.486816
	Iteration 45Q: 3 clusters Score -1709687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1709686.625000 Penalty: 3192.486816
	Iteration 46F: 3 clusters Score -1709687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -381869.656250 Penalty: 1349.641113
	Iteration 0F: 2 clusters Score -381869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -378538.281250 Penalty: 2699.282227
	Iteration 0F: 3 clusters Score -378538.3 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -379497.875000 Penalty: 2699.282227
	Iteration 1F: 3 clusters Score -379497.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -379668.562500 Penalty: 2699.282227
	Iteration 2F: 3 clusters Score -379668.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -379798.187500 Penalty: 2699.282227
	Iteration 3F: 3 clusters Score -379798.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -379903.687500 Penalty: 2699.282227
	Iteration 4Q: 3 clusters Score -379903.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -379992.968750 Penalty: 2699.282227
	Iteration 5Q: 3 clusters Score -379993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -380076.343750 Penalty: 2699.282227
	Iteration 6Q: 3 clusters Score -380076.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -380146.093750 Penalty: 2699.282227
	Iteration 7Q: 3 clusters Score -380146.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -380224.937500 Penalty: 2699.282227
	Iteration 8Q: 3 clusters Score -380224.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -380302.718750 Penalty: 2699.282227
	Iteration 9Q: 3 clusters Score -380302.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -380368.343750 Penalty: 2699.282227
	Iteration 10Q: 3 clusters Score -380368.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -380429.687500 Penalty: 2699.282227
	Iteration 11Q: 3 clusters Score -380429.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -380481.250000 Penalty: 2699.282227
	Iteration 12Q: 3 clusters Score -380481.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -380520.156250 Penalty: 2699.282227
	Iteration 13Q: 3 clusters Score -380520.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -380574.093750 Penalty: 2699.282227
	Iteration 14Q: 3 clusters Score -380574.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -380642.062500 Penalty: 2699.282227
	Iteration 15Q: 3 clusters Score -380642.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -380701.343750 Penalty: 2699.282227
	Iteration 16Q: 3 clusters Score -380701.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -380749.656250 Penalty: 2699.282227
	Iteration 17Q: 3 clusters Score -380749.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -380784.656250 Penalty: 2699.282227
	Iteration 18Q: 3 clusters Score -380784.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -380818.531250 Penalty: 2699.282227
	Iteration 19Q: 3 clusters Score -380818.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -380853.593750 Penalty: 2699.282227
	Iteration 20F: 3 clusters Score -380853.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -380879.000000 Penalty: 2699.282227
	Iteration 21Q: 3 clusters Score -380879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -380899.656250 Penalty: 2699.282227
	Iteration 22Q: 3 clusters Score -380899.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -380915.625000 Penalty: 2699.282227
	Iteration 23Q: 3 clusters Score -380915.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -380927.750000 Penalty: 2699.282227
	Iteration 24Q: 3 clusters Score -380927.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -380934.187500 Penalty: 2699.282227
	Iteration 25Q: 3 clusters Score -380934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -380936.875000 Penalty: 2699.282227
	Iteration 26Q: 3 clusters Score -380936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -380938.875000 Penalty: 2699.282227
	Iteration 27Q: 3 clusters Score -380938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -380940.937500 Penalty: 2699.282227
	Iteration 28Q: 3 clusters Score -380940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -380943.687500 Penalty: 2699.282227
	Iteration 29Q: 3 clusters Score -380943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -380945.375000 Penalty: 2699.282227
	Iteration 30Q: 3 clusters Score -380945.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -380948.468750 Penalty: 2699.282227
	Iteration 31Q: 3 clusters Score -380948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -380951.343750 Penalty: 2699.282227
	Iteration 32Q: 3 clusters Score -380951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -380954.281250 Penalty: 2699.282227
	Iteration 33Q: 3 clusters Score -380954.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -380956.093750 Penalty: 2699.282227
	Iteration 34Q: 3 clusters Score -380956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -380958.062500 Penalty: 2699.282227
	Iteration 35Q: 3 clusters Score -380958.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -380959.906250 Penalty: 2699.282227
	Iteration 36Q: 3 clusters Score -380959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -380961.875000 Penalty: 2699.282227
	Iteration 37Q: 3 clusters Score -380961.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -380964.312500 Penalty: 2699.282227
	Iteration 38Q: 3 clusters Score -380964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -380967.812500 Penalty: 2699.282227
	Iteration 39Q: 3 clusters Score -380967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -380970.500000 Penalty: 2699.282227
	Iteration 40F: 3 clusters Score -380970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -380972.312500 Penalty: 2699.282227
	Iteration 41Q: 3 clusters Score -380972.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -380974.187500 Penalty: 2699.282227
	Iteration 42Q: 3 clusters Score -380974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -380974.218750 Penalty: 2699.282227
	Iteration 43Q: 3 clusters Score -380974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -380974.218750 Penalty: 2699.282227
	Iteration 44F: 3 clusters Score -380974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Entering Unmasked Estep 
Score: -4621056.000000 Penalty: 1755.744873
	Iteration 0F: 2 clusters Score -4621056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -4594132.500000 Penalty: 3511.489746
	Iteration 0F: 3 clusters Score -4594132 nChanged 22921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4607293.000000 Penalty: 3511.489746
	Iteration 1F: 3 clusters Score -4607293 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -4607797.000000 Penalty: 3511.489746
	Iteration 2Q: 3 clusters Score -4607797 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4608405.000000 Penalty: 3511.489746
	Iteration 3Q: 3 clusters Score -4608405 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4609301.000000 Penalty: 3511.489746
	Iteration 4Q: 3 clusters Score -4609301 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4610592.500000 Penalty: 3511.489746
	Iteration 5F: 3 clusters Score -4610592 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4612585.500000 Penalty: 3511.489746
	Iteration 6F: 3 clusters Score -4612586 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4614869.000000 Penalty: 3511.489746
	Iteration 7F: 3 clusters Score -4614869 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -4616863.000000 Penalty: 3511.489746
	Iteration 8F: 3 clusters Score -4616863 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -4618014.500000 Penalty: 3511.489746
	Iteration 9F: 3 clusters Score -4618014 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -4618770.000000 Penalty: 3511.489746
	Iteration 10Q: 3 clusters Score -4618770 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -4619066.500000 Penalty: 3511.489746
	Iteration 11Q: 3 clusters Score -4619066 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -4619264.500000 Penalty: 3511.489746
	Iteration 12Q: 3 clusters Score -4619264 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -4619381.500000 Penalty: 3511.489746
	Iteration 13Q: 3 clusters Score -4619382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -4619461.500000 Penalty: 3511.489746
	Iteration 14Q: 3 clusters Score -4619462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -4619523.000000 Penalty: 3511.489746
	Iteration 15Q: 3 clusters Score -4619523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -4619554.000000 Penalty: 3511.489746
	Iteration 16Q: 3 clusters Score -4619554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -4619570.500000 Penalty: 3511.489746
	Iteration 17Q: 3 clusters Score -4619570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -4619589.000000 Penalty: 3511.489746
	Iteration 18Q: 3 clusters Score -4619589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -4619611.000000 Penalty: 3511.489746
	Iteration 19Q: 3 clusters Score -4619611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -4619628.500000 Penalty: 3511.489746
	Iteration 20F: 3 clusters Score -4619628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -4619631.000000 Penalty: 3511.489746
	Iteration 21Q: 3 clusters Score -4619631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -4619631.000000 Penalty: 3511.489746
	Iteration 22F: 3 clusters Score -4619631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -140266.171875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -140266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -138468.828125 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -138468.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -138841.156250 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -138841.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -138935.734375 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -138935.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -138986.843750 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -138986.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -139013.234375 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139013.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -139027.078125 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139027.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -139049.390625 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139049.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -139068.625000 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139068.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -139082.062500 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139082.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -139091.562500 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139091.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -139098.390625 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -139104.250000 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -139107.875000 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -139110.421875 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -139110.421875 Penalty: 2388.081787
	Iteration 14F: 3 clusters Score -139110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Entering Unmasked Estep 
Score: -1730830.500000 Penalty: 1595.103516
	Iteration 0F: 2 clusters Score -1730830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1718280.500000 Penalty: 3190.207031
	Iteration 0F: 3 clusters Score -1718280 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1722779.625000 Penalty: 3190.207031
	Iteration 1F: 3 clusters Score -1722780 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1723081.750000 Penalty: 3190.207031
	Iteration 2Q: 3 clusters Score -1723082 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1723338.000000 Penalty: 3190.207031
	Iteration 3Q: 3 clusters Score -1723338 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1723580.250000 Penalty: 3190.207031
	Iteration 4Q: 3 clusters Score -1723580 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1723831.000000 Penalty: 3190.207031
	Iteration 5Q: 3 clusters Score -1723831 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1724078.875000 Penalty: 3190.207031
	Iteration 6Q: 3 clusters Score -1724079 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1724339.250000 Penalty: 3190.207031
	Iteration 7Q: 3 clusters Score -1724339 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1724653.375000 Penalty: 3190.207031
	Iteration 8Q: 3 clusters Score -1724653 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1725031.875000 Penalty: 3190.207031
	Iteration 9Q: 3 clusters Score -1725032 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1725464.125000 Penalty: 3190.207031
	Iteration 10Q: 3 clusters Score -1725464 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1725987.000000 Penalty: 3190.207031
	Iteration 11Q: 3 clusters Score -1725987 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1726568.875000 Penalty: 3190.207031
	Iteration 12Q: 3 clusters Score -1726569 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1727226.500000 Penalty: 3190.207031
	Iteration 13Q: 3 clusters Score -1727226 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1727852.875000 Penalty: 3190.207031
	Iteration 14Q: 3 clusters Score -1727853 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1728337.500000 Penalty: 3190.207031
	Iteration 15Q: 3 clusters Score -1728338 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1728619.875000 Penalty: 3190.207031
	Iteration 16Q: 3 clusters Score -1728620 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1728798.125000 Penalty: 3190.207031
	Iteration 17Q: 3 clusters Score -1728798 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1728942.750000 Penalty: 3190.207031
	Iteration 18Q: 3 clusters Score -1728943 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1729075.375000 Penalty: 3190.207031
	Iteration 19Q: 3 clusters Score -1729075 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1729181.625000 Penalty: 3190.207031
	Iteration 20F: 3 clusters Score -1729182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1729244.500000 Penalty: 3190.207031
	Iteration 21Q: 3 clusters Score -1729244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1729287.250000 Penalty: 3190.207031
	Iteration 22Q: 3 clusters Score -1729287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1729330.750000 Penalty: 3190.207031
	Iteration 23Q: 3 clusters Score -1729331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1729366.750000 Penalty: 3190.207031
	Iteration 24Q: 3 clusters Score -1729367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1729396.625000 Penalty: 3190.207031
	Iteration 25Q: 3 clusters Score -1729397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1729407.625000 Penalty: 3190.207031
	Iteration 26Q: 3 clusters Score -1729408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1729417.500000 Penalty: 3190.207031
	Iteration 27Q: 3 clusters Score -1729418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1729427.125000 Penalty: 3190.207031
	Iteration 28Q: 3 clusters Score -1729427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1729434.625000 Penalty: 3190.207031
	Iteration 29Q: 3 clusters Score -1729435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1729443.625000 Penalty: 3190.207031
	Iteration 30Q: 3 clusters Score -1729444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1729445.000000 Penalty: 3190.207031
	Iteration 31Q: 3 clusters Score -1729445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1729445.250000 Penalty: 3190.207031
	Iteration 32Q: 3 clusters Score -1729445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1729447.875000 Penalty: 3190.207031
	Iteration 33Q: 3 clusters Score -1729448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1729452.000000 Penalty: 3190.207031
	Iteration 34Q: 3 clusters Score -1729452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1729453.375000 Penalty: 3190.207031
	Iteration 35Q: 3 clusters Score -1729453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1729454.500000 Penalty: 3190.207031
	Iteration 36Q: 3 clusters Score -1729454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1729456.750000 Penalty: 3190.207031
	Iteration 37Q: 3 clusters Score -1729457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1729458.750000 Penalty: 3190.207031
	Iteration 38Q: 3 clusters Score -1729459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1729461.500000 Penalty: 3190.207031
	Iteration 39Q: 3 clusters Score -1729462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1729464.125000 Penalty: 3190.207031
	Iteration 40F: 3 clusters Score -1729464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1729466.750000 Penalty: 3190.207031
	Iteration 41Q: 3 clusters Score -1729467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1729466.750000 Penalty: 3190.207031
	Iteration 42Q: 3 clusters Score -1729467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1729465.625000 Penalty: 3190.207031
	Iteration 43Q: 3 clusters Score -1729466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1729465.625000 Penalty: 3190.207031
	Iteration 44F: 3 clusters Score -1729466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43047.226562 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -43047.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42000.597656 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -42000.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42146.382812 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -42146.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42202.597656 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -42202.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42243.617188 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -42243.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -42270.640625 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -42270.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -42307.804688 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -42307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42321.859375 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -42321.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -42334.820312 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -42334.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -42336.089844 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -42336.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -42338.644531 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -42338.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42342.121094 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -42342.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -42345.281250 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -42345.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -42349.089844 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -42349.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -42349.089844 Penalty: 2013.181763
	Iteration 13F: 3 clusters Score -42349.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Entering Unmasked Estep 
Score: -1921270.250000 Penalty: 1625.379639
	Iteration 0F: 2 clusters Score -1921270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1906365.000000 Penalty: 3250.759277
	Iteration 0F: 3 clusters Score -1906365 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1911871.250000 Penalty: 3250.759277
	Iteration 1F: 3 clusters Score -1911871 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1912372.500000 Penalty: 3250.759277
	Iteration 2F: 3 clusters Score -1912372 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1912836.625000 Penalty: 3250.759277
	Iteration 3F: 3 clusters Score -1912837 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1913230.125000 Penalty: 3250.759277
	Iteration 4Q: 3 clusters Score -1913230 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1913546.750000 Penalty: 3250.759277
	Iteration 5Q: 3 clusters Score -1913547 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1913840.875000 Penalty: 3250.759277
	Iteration 6Q: 3 clusters Score -1913841 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1914154.375000 Penalty: 3250.759277
	Iteration 7Q: 3 clusters Score -1914154 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1914493.625000 Penalty: 3250.759277
	Iteration 8Q: 3 clusters Score -1914494 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1914856.125000 Penalty: 3250.759277
	Iteration 9Q: 3 clusters Score -1914856 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1915245.250000 Penalty: 3250.759277
	Iteration 10Q: 3 clusters Score -1915245 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1915671.875000 Penalty: 3250.759277
	Iteration 11Q: 3 clusters Score -1915672 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1916145.750000 Penalty: 3250.759277
	Iteration 12Q: 3 clusters Score -1916146 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1916570.500000 Penalty: 3250.759277
	Iteration 13Q: 3 clusters Score -1916570 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1916871.500000 Penalty: 3250.759277
	Iteration 14Q: 3 clusters Score -1916872 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1917072.250000 Penalty: 3250.759277
	Iteration 15Q: 3 clusters Score -1917072 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1917209.625000 Penalty: 3250.759277
	Iteration 16Q: 3 clusters Score -1917210 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1917298.875000 Penalty: 3250.759277
	Iteration 17Q: 3 clusters Score -1917299 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1917358.125000 Penalty: 3250.759277
	Iteration 18Q: 3 clusters Score -1917358 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1917400.500000 Penalty: 3250.759277
	Iteration 19Q: 3 clusters Score -1917400 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1917439.750000 Penalty: 3250.759277
	Iteration 20F: 3 clusters Score -1917440 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1917474.000000 Penalty: 3250.759277
	Iteration 21Q: 3 clusters Score -1917474 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1917511.625000 Penalty: 3250.759277
	Iteration 22Q: 3 clusters Score -1917512 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1917531.500000 Penalty: 3250.759277
	Iteration 23Q: 3 clusters Score -1917532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1917549.000000 Penalty: 3250.759277
	Iteration 24Q: 3 clusters Score -1917549 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1917569.875000 Penalty: 3250.759277
	Iteration 25Q: 3 clusters Score -1917570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1917590.625000 Penalty: 3250.759277
	Iteration 26Q: 3 clusters Score -1917591 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1917603.750000 Penalty: 3250.759277
	Iteration 27Q: 3 clusters Score -1917604 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1917626.625000 Penalty: 3250.759277
	Iteration 28Q: 3 clusters Score -1917627 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1917644.250000 Penalty: 3250.759277
	Iteration 29Q: 3 clusters Score -1917644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1917655.500000 Penalty: 3250.759277
	Iteration 30Q: 3 clusters Score -1917656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1917669.750000 Penalty: 3250.759277
	Iteration 31Q: 3 clusters Score -1917670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1917690.125000 Penalty: 3250.759277
	Iteration 32Q: 3 clusters Score -1917690 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1917723.500000 Penalty: 3250.759277
	Iteration 33Q: 3 clusters Score -1917724 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1917737.125000 Penalty: 3250.759277
	Iteration 34Q: 3 clusters Score -1917737 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1917763.625000 Penalty: 3250.759277
	Iteration 35Q: 3 clusters Score -1917764 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1917777.375000 Penalty: 3250.759277
	Iteration 36Q: 3 clusters Score -1917777 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1917801.750000 Penalty: 3250.759277
	Iteration 37Q: 3 clusters Score -1917802 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1917838.875000 Penalty: 3250.759277
	Iteration 38Q: 3 clusters Score -1917839 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1917857.125000 Penalty: 3250.759277
	Iteration 39Q: 3 clusters Score -1917857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1917885.500000 Penalty: 3250.759277
	Iteration 40F: 3 clusters Score -1917886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1917906.500000 Penalty: 3250.759277
	Iteration 41Q: 3 clusters Score -1917906 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1917932.250000 Penalty: 3250.759277
	Iteration 42Q: 3 clusters Score -1917932 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1917940.625000 Penalty: 3250.759277
	Iteration 43Q: 3 clusters Score -1917941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1917962.875000 Penalty: 3250.759277
	Iteration 44Q: 3 clusters Score -1917963 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1917975.625000 Penalty: 3250.759277
	Iteration 45Q: 3 clusters Score -1917976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1917995.500000 Penalty: 3250.759277
	Iteration 46Q: 3 clusters Score -1917996 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1918014.750000 Penalty: 3250.759277
	Iteration 47Q: 3 clusters Score -1918015 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1918030.750000 Penalty: 3250.759277
	Iteration 48Q: 3 clusters Score -1918031 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1918056.625000 Penalty: 3250.759277
	Iteration 49Q: 3 clusters Score -1918057 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1918074.125000 Penalty: 3250.759277
	Iteration 50Q: 3 clusters Score -1918074 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1918089.125000 Penalty: 3250.759277
	Iteration 51Q: 3 clusters Score -1918089 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1918105.875000 Penalty: 3250.759277
	Iteration 52Q: 3 clusters Score -1918106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1918120.250000 Penalty: 3250.759277
	Iteration 53Q: 3 clusters Score -1918120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1918136.125000 Penalty: 3250.759277
	Iteration 54Q: 3 clusters Score -1918136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1918164.875000 Penalty: 3250.759277
	Iteration 55Q: 3 clusters Score -1918165 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1918179.875000 Penalty: 3250.759277
	Iteration 56Q: 3 clusters Score -1918180 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1918209.000000 Penalty: 3250.759277
	Iteration 57Q: 3 clusters Score -1918209 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1918237.625000 Penalty: 3250.759277
	Iteration 58Q: 3 clusters Score -1918238 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1918260.375000 Penalty: 3250.759277
	Iteration 59Q: 3 clusters Score -1918260 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1918285.125000 Penalty: 3250.759277
	Iteration 60F: 3 clusters Score -1918285 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1918304.625000 Penalty: 3250.759277
	Iteration 61Q: 3 clusters Score -1918305 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1918319.375000 Penalty: 3250.759277
	Iteration 62Q: 3 clusters Score -1918319 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1918340.125000 Penalty: 3250.759277
	Iteration 63Q: 3 clusters Score -1918340 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1918372.375000 Penalty: 3250.759277
	Iteration 64Q: 3 clusters Score -1918372 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1918396.750000 Penalty: 3250.759277
	Iteration 65Q: 3 clusters Score -1918397 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1918432.625000 Penalty: 3250.759277
	Iteration 66Q: 3 clusters Score -1918433 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1918461.500000 Penalty: 3250.759277
	Iteration 67Q: 3 clusters Score -1918462 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1918489.125000 Penalty: 3250.759277
	Iteration 68Q: 3 clusters Score -1918489 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1918519.000000 Penalty: 3250.759277
	Iteration 69Q: 3 clusters Score -1918519 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1918551.875000 Penalty: 3250.759277
	Iteration 70Q: 3 clusters Score -1918552 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1918574.375000 Penalty: 3250.759277
	Iteration 71Q: 3 clusters Score -1918574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1918596.750000 Penalty: 3250.759277
	Iteration 72Q: 3 clusters Score -1918597 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1918620.125000 Penalty: 3250.759277
	Iteration 73Q: 3 clusters Score -1918620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1918644.000000 Penalty: 3250.759277
	Iteration 74Q: 3 clusters Score -1918644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1918672.750000 Penalty: 3250.759277
	Iteration 75Q: 3 clusters Score -1918673 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1918699.375000 Penalty: 3250.759277
	Iteration 76Q: 3 clusters Score -1918699 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1918734.875000 Penalty: 3250.759277
	Iteration 77Q: 3 clusters Score -1918735 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1918776.250000 Penalty: 3250.759277
	Iteration 78Q: 3 clusters Score -1918776 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1918824.500000 Penalty: 3250.759277
	Iteration 79Q: 3 clusters Score -1918824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1918873.375000 Penalty: 3250.759277
	Iteration 80F: 3 clusters Score -1918873 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1918919.625000 Penalty: 3250.759277
	Iteration 81Q: 3 clusters Score -1918920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1918963.500000 Penalty: 3250.759277
	Iteration 82Q: 3 clusters Score -1918964 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1919004.250000 Penalty: 3250.759277
	Iteration 83Q: 3 clusters Score -1919004 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1919041.500000 Penalty: 3250.759277
	Iteration 84Q: 3 clusters Score -1919042 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1919077.000000 Penalty: 3250.759277
	Iteration 85Q: 3 clusters Score -1919077 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1919111.250000 Penalty: 3250.759277
	Iteration 86Q: 3 clusters Score -1919111 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1919145.875000 Penalty: 3250.759277
	Iteration 87Q: 3 clusters Score -1919146 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1919180.375000 Penalty: 3250.759277
	Iteration 88Q: 3 clusters Score -1919180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1919210.625000 Penalty: 3250.759277
	Iteration 89Q: 3 clusters Score -1919211 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1919238.500000 Penalty: 3250.759277
	Iteration 90Q: 3 clusters Score -1919238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1919258.000000 Penalty: 3250.759277
	Iteration 91Q: 3 clusters Score -1919258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1919289.125000 Penalty: 3250.759277
	Iteration 92Q: 3 clusters Score -1919289 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1919311.250000 Penalty: 3250.759277
	Iteration 93Q: 3 clusters Score -1919311 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1919325.375000 Penalty: 3250.759277
	Iteration 94Q: 3 clusters Score -1919325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1919339.250000 Penalty: 3250.759277
	Iteration 95Q: 3 clusters Score -1919339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1919359.875000 Penalty: 3250.759277
	Iteration 96Q: 3 clusters Score -1919360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1919378.375000 Penalty: 3250.759277
	Iteration 97Q: 3 clusters Score -1919378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1919389.750000 Penalty: 3250.759277
	Iteration 98Q: 3 clusters Score -1919390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1919403.625000 Penalty: 3250.759277
	Iteration 99Q: 3 clusters Score -1919404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1919417.625000 Penalty: 3250.759277
	Iteration 100F: 3 clusters Score -1919418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1919427.750000 Penalty: 3250.759277
	Iteration 101Q: 3 clusters Score -1919428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1919435.875000 Penalty: 3250.759277
	Iteration 102Q: 3 clusters Score -1919436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1919445.500000 Penalty: 3250.759277
	Iteration 103Q: 3 clusters Score -1919446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1919464.875000 Penalty: 3250.759277
	Iteration 104Q: 3 clusters Score -1919465 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1919478.125000 Penalty: 3250.759277
	Iteration 105Q: 3 clusters Score -1919478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1919491.000000 Penalty: 3250.759277
	Iteration 106Q: 3 clusters Score -1919491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1919500.125000 Penalty: 3250.759277
	Iteration 107Q: 3 clusters Score -1919500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1919513.125000 Penalty: 3250.759277
	Iteration 108Q: 3 clusters Score -1919513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1919519.625000 Penalty: 3250.759277
	Iteration 109Q: 3 clusters Score -1919520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1919532.125000 Penalty: 3250.759277
	Iteration 110Q: 3 clusters Score -1919532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1919544.000000 Penalty: 3250.759277
	Iteration 111Q: 3 clusters Score -1919544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1919551.875000 Penalty: 3250.759277
	Iteration 112Q: 3 clusters Score -1919552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1919558.625000 Penalty: 3250.759277
	Iteration 113Q: 3 clusters Score -1919559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1919567.125000 Penalty: 3250.759277
	Iteration 114Q: 3 clusters Score -1919567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1919572.250000 Penalty: 3250.759277
	Iteration 115Q: 3 clusters Score -1919572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1919584.500000 Penalty: 3250.759277
	Iteration 116Q: 3 clusters Score -1919584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1919588.000000 Penalty: 3250.759277
	Iteration 117Q: 3 clusters Score -1919588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1919595.875000 Penalty: 3250.759277
	Iteration 118Q: 3 clusters Score -1919596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1919602.875000 Penalty: 3250.759277
	Iteration 119Q: 3 clusters Score -1919603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1919612.875000 Penalty: 3250.759277
	Iteration 120F: 3 clusters Score -1919613 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1919630.000000 Penalty: 3250.759277
	Iteration 121Q: 3 clusters Score -1919630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1919643.875000 Penalty: 3250.759277
	Iteration 122Q: 3 clusters Score -1919644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1919655.375000 Penalty: 3250.759277
	Iteration 123Q: 3 clusters Score -1919655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1919672.750000 Penalty: 3250.759277
	Iteration 124Q: 3 clusters Score -1919673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1919685.125000 Penalty: 3250.759277
	Iteration 125Q: 3 clusters Score -1919685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1919695.875000 Penalty: 3250.759277
	Iteration 126Q: 3 clusters Score -1919696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1919711.000000 Penalty: 3250.759277
	Iteration 127Q: 3 clusters Score -1919711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1919727.750000 Penalty: 3250.759277
	Iteration 128Q: 3 clusters Score -1919728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1919735.500000 Penalty: 3250.759277
	Iteration 129Q: 3 clusters Score -1919736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1919758.500000 Penalty: 3250.759277
	Iteration 130Q: 3 clusters Score -1919758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1919775.250000 Penalty: 3250.759277
	Iteration 131Q: 3 clusters Score -1919775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1919789.625000 Penalty: 3250.759277
	Iteration 132Q: 3 clusters Score -1919790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1919812.000000 Penalty: 3250.759277
	Iteration 133Q: 3 clusters Score -1919812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1919840.875000 Penalty: 3250.759277
	Iteration 134Q: 3 clusters Score -1919841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1919864.625000 Penalty: 3250.759277
	Iteration 135Q: 3 clusters Score -1919865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1919879.000000 Penalty: 3250.759277
	Iteration 136Q: 3 clusters Score -1919879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1919898.375000 Penalty: 3250.759277
	Iteration 137Q: 3 clusters Score -1919898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1919921.625000 Penalty: 3250.759277
	Iteration 138Q: 3 clusters Score -1919922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1919944.750000 Penalty: 3250.759277
	Iteration 139Q: 3 clusters Score -1919945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1919962.875000 Penalty: 3250.759277
	Iteration 140F: 3 clusters Score -1919963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1919975.125000 Penalty: 3250.759277
	Iteration 141Q: 3 clusters Score -1919975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1919994.000000 Penalty: 3250.759277
	Iteration 142Q: 3 clusters Score -1919994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1920001.000000 Penalty: 3250.759277
	Iteration 143Q: 3 clusters Score -1920001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1920017.250000 Penalty: 3250.759277
	Iteration 144Q: 3 clusters Score -1920017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1920025.000000 Penalty: 3250.759277
	Iteration 145Q: 3 clusters Score -1920025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1920032.375000 Penalty: 3250.759277
	Iteration 146Q: 3 clusters Score -1920032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1920036.375000 Penalty: 3250.759277
	Iteration 147Q: 3 clusters Score -1920036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1920039.500000 Penalty: 3250.759277
	Iteration 148Q: 3 clusters Score -1920040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1920043.375000 Penalty: 3250.759277
	Iteration 149Q: 3 clusters Score -1920043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1920045.625000 Penalty: 3250.759277
	Iteration 150Q: 3 clusters Score -1920046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1920048.500000 Penalty: 3250.759277
	Iteration 151Q: 3 clusters Score -1920048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1920051.750000 Penalty: 3250.759277
	Iteration 152Q: 3 clusters Score -1920052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1920051.375000 Penalty: 3250.759277
	Iteration 153Q: 3 clusters Score -1920051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1920051.250000 Penalty: 3250.759277
	Iteration 154Q: 3 clusters Score -1920051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1920055.000000 Penalty: 3250.759277
	Iteration 155Q: 3 clusters Score -1920055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1920055.125000 Penalty: 3250.759277
	Iteration 156Q: 3 clusters Score -1920055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1920060.125000 Penalty: 3250.759277
	Iteration 157Q: 3 clusters Score -1920060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1920060.500000 Penalty: 3250.759277
	Iteration 158Q: 3 clusters Score -1920060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1920065.375000 Penalty: 3250.759277
	Iteration 159Q: 3 clusters Score -1920065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1920069.625000 Penalty: 3250.759277
	Iteration 160F: 3 clusters Score -1920070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1920071.875000 Penalty: 3250.759277
	Iteration 161Q: 3 clusters Score -1920072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1920072.125000 Penalty: 3250.759277
	Iteration 162Q: 3 clusters Score -1920072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1920072.000000 Penalty: 3250.759277
	Iteration 163Q: 3 clusters Score -1920072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1920072.625000 Penalty: 3250.759277
	Iteration 164Q: 3 clusters Score -1920073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1920071.625000 Penalty: 3250.759277
	Iteration 165Q: 3 clusters Score -1920072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1920074.000000 Penalty: 3250.759277
	Iteration 166Q: 3 clusters Score -1920074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1920076.000000 Penalty: 3250.759277
	Iteration 167Q: 3 clusters Score -1920076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1920075.750000 Penalty: 3250.759277
	Iteration 168Q: 3 clusters Score -1920076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1920077.750000 Penalty: 3250.759277
	Iteration 169Q: 3 clusters Score -1920078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1920077.375000 Penalty: 3250.759277
	Iteration 170Q: 3 clusters Score -1920077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1920078.500000 Penalty: 3250.759277
	Iteration 171Q: 3 clusters Score -1920078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1920078.875000 Penalty: 3250.759277
	Iteration 172Q: 3 clusters Score -1920079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1920078.875000 Penalty: 3250.759277
	Iteration 173F: 3 clusters Score -1920079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -87557.679688 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -87557.68 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 495 members 
Entering Unmasked Estep 
Score: -86113.265625 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -86113.27 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -86362.179688 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -86362.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -86450.296875 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -86450.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86498.929688 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -86498.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -86552.875000 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -86552.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86605.101562 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -86605.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86663.578125 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -86663.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86717.453125 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -86717.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86760.148438 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -86760.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86803.226562 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -86803.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86842.445312 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -86842.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86872.828125 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -86872.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -86888.281250 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -86888.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86904.226562 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -86904.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -86917.406250 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -86917.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -86928.179688 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -86928.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86936.593750 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -86936.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86946.000000 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -86946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86951.507812 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -86951.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86954.171875 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -86954.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86955.164062 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -86955.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86955.992188 Penalty: 2237.458252
	Iteration 21Q: 3 clusters Score -86955.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86955.992188 Penalty: 2237.458252
	Iteration 22F: 3 clusters Score -86955.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -111880.375000 Penalty: 1166.513672
	Iteration 0F: 2 clusters Score -111880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110244.968750 Penalty: 2333.027344
	Iteration 0F: 3 clusters Score -110245 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -110545.570312 Penalty: 2333.027344
	Iteration 1F: 3 clusters Score -110545.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -110614.687500 Penalty: 2333.027344
	Iteration 2F: 3 clusters Score -110614.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110681.531250 Penalty: 2333.027344
	Iteration 3Q: 3 clusters Score -110681.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110717.828125 Penalty: 2333.027344
	Iteration 4Q: 3 clusters Score -110717.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -110771.539062 Penalty: 2333.027344
	Iteration 5Q: 3 clusters Score -110771.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110809.421875 Penalty: 2333.027344
	Iteration 6Q: 3 clusters Score -110809.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110845.179688 Penalty: 2333.027344
	Iteration 7Q: 3 clusters Score -110845.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110859.804688 Penalty: 2333.027344
	Iteration 8Q: 3 clusters Score -110859.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110871.789062 Penalty: 2333.027344
	Iteration 9Q: 3 clusters Score -110871.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110880.671875 Penalty: 2333.027344
	Iteration 10Q: 3 clusters Score -110880.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110886.609375 Penalty: 2333.027344
	Iteration 11Q: 3 clusters Score -110886.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110889.375000 Penalty: 2333.027344
	Iteration 12Q: 3 clusters Score -110889.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110897.437500 Penalty: 2333.027344
	Iteration 13Q: 3 clusters Score -110897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110909.671875 Penalty: 2333.027344
	Iteration 14Q: 3 clusters Score -110909.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110923.929688 Penalty: 2333.027344
	Iteration 15Q: 3 clusters Score -110923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110938.046875 Penalty: 2333.027344
	Iteration 16Q: 3 clusters Score -110938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110955.484375 Penalty: 2333.027344
	Iteration 17Q: 3 clusters Score -110955.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110973.468750 Penalty: 2333.027344
	Iteration 18Q: 3 clusters Score -110973.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110986.617188 Penalty: 2333.027344
	Iteration 19Q: 3 clusters Score -110986.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110994.554688 Penalty: 2333.027344
	Iteration 20F: 3 clusters Score -110994.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111001.148438 Penalty: 2333.027344
	Iteration 21Q: 3 clusters Score -111001.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111011.437500 Penalty: 2333.027344
	Iteration 22Q: 3 clusters Score -111011.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111020.453125 Penalty: 2333.027344
	Iteration 23Q: 3 clusters Score -111020.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111026.375000 Penalty: 2333.027344
	Iteration 24Q: 3 clusters Score -111026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111033.523438 Penalty: 2333.027344
	Iteration 25Q: 3 clusters Score -111033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111039.390625 Penalty: 2333.027344
	Iteration 26Q: 3 clusters Score -111039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111044.164062 Penalty: 2333.027344
	Iteration 27Q: 3 clusters Score -111044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111050.046875 Penalty: 2333.027344
	Iteration 28Q: 3 clusters Score -111050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111055.304688 Penalty: 2333.027344
	Iteration 29Q: 3 clusters Score -111055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111059.414062 Penalty: 2333.027344
	Iteration 30Q: 3 clusters Score -111059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111067.593750 Penalty: 2333.027344
	Iteration 31Q: 3 clusters Score -111067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111079.375000 Penalty: 2333.027344
	Iteration 32Q: 3 clusters Score -111079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111085.687500 Penalty: 2333.027344
	Iteration 33Q: 3 clusters Score -111085.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111091.929688 Penalty: 2333.027344
	Iteration 34Q: 3 clusters Score -111091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111093.375000 Penalty: 2333.027344
	Iteration 35Q: 3 clusters Score -111093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111093.757812 Penalty: 2333.027344
	Iteration 36Q: 3 clusters Score -111093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111094.734375 Penalty: 2333.027344
	Iteration 37Q: 3 clusters Score -111094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111094.734375 Penalty: 2333.027344
	Iteration 38F: 3 clusters Score -111094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -378537.375000 Penalty: 1350.042358
	Iteration 0F: 2 clusters Score -378537.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -375186.718750 Penalty: 2700.084717
	Iteration 0F: 3 clusters Score -375186.7 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -376066.000000 Penalty: 2700.084717
	Iteration 1F: 3 clusters Score -376066 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -376243.656250 Penalty: 2700.084717
	Iteration 2F: 3 clusters Score -376243.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -376357.656250 Penalty: 2700.084717
	Iteration 3F: 3 clusters Score -376357.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -376445.687500 Penalty: 2700.084717
	Iteration 4Q: 3 clusters Score -376445.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -376528.187500 Penalty: 2700.084717
	Iteration 5Q: 3 clusters Score -376528.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -376602.281250 Penalty: 2700.084717
	Iteration 6Q: 3 clusters Score -376602.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -376660.937500 Penalty: 2700.084717
	Iteration 7Q: 3 clusters Score -376660.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -376694.906250 Penalty: 2700.084717
	Iteration 8Q: 3 clusters Score -376694.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -376733.062500 Penalty: 2700.084717
	Iteration 9Q: 3 clusters Score -376733.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -376773.500000 Penalty: 2700.084717
	Iteration 10Q: 3 clusters Score -376773.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -376807.218750 Penalty: 2700.084717
	Iteration 11Q: 3 clusters Score -376807.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -376848.281250 Penalty: 2700.084717
	Iteration 12Q: 3 clusters Score -376848.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -376883.281250 Penalty: 2700.084717
	Iteration 13Q: 3 clusters Score -376883.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -376919.406250 Penalty: 2700.084717
	Iteration 14Q: 3 clusters Score -376919.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -376965.031250 Penalty: 2700.084717
	Iteration 15Q: 3 clusters Score -376965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -377016.343750 Penalty: 2700.084717
	Iteration 16Q: 3 clusters Score -377016.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -377075.156250 Penalty: 2700.084717
	Iteration 17Q: 3 clusters Score -377075.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -377137.781250 Penalty: 2700.084717
	Iteration 18Q: 3 clusters Score -377137.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -377193.343750 Penalty: 2700.084717
	Iteration 19Q: 3 clusters Score -377193.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -377235.062500 Penalty: 2700.084717
	Iteration 20F: 3 clusters Score -377235.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -377276.343750 Penalty: 2700.084717
	Iteration 21Q: 3 clusters Score -377276.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -377332.343750 Penalty: 2700.084717
	Iteration 22Q: 3 clusters Score -377332.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -377398.218750 Penalty: 2700.084717
	Iteration 23Q: 3 clusters Score -377398.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -377466.531250 Penalty: 2700.084717
	Iteration 24Q: 3 clusters Score -377466.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -377528.000000 Penalty: 2700.084717
	Iteration 25Q: 3 clusters Score -377528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -377586.468750 Penalty: 2700.084717
	Iteration 26Q: 3 clusters Score -377586.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -377636.250000 Penalty: 2700.084717
	Iteration 27Q: 3 clusters Score -377636.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -377675.125000 Penalty: 2700.084717
	Iteration 28Q: 3 clusters Score -377675.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -377699.750000 Penalty: 2700.084717
	Iteration 29Q: 3 clusters Score -377699.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -377713.187500 Penalty: 2700.084717
	Iteration 30Q: 3 clusters Score -377713.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -377720.906250 Penalty: 2700.084717
	Iteration 31Q: 3 clusters Score -377720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -377725.625000 Penalty: 2700.084717
	Iteration 32Q: 3 clusters Score -377725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -377727.593750 Penalty: 2700.084717
	Iteration 33Q: 3 clusters Score -377727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -377728.312500 Penalty: 2700.084717
	Iteration 34Q: 3 clusters Score -377728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -377730.437500 Penalty: 2700.084717
	Iteration 35Q: 3 clusters Score -377730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -377731.687500 Penalty: 2700.084717
	Iteration 36Q: 3 clusters Score -377731.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -377734.375000 Penalty: 2700.084717
	Iteration 37Q: 3 clusters Score -377734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -377735.875000 Penalty: 2700.084717
	Iteration 38Q: 3 clusters Score -377735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -377736.312500 Penalty: 2700.084717
	Iteration 39Q: 3 clusters Score -377736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -377737.000000 Penalty: 2700.084717
	Iteration 40F: 3 clusters Score -377737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Entering Unmasked Estep 
Score: -1876900.000000 Penalty: 1601.723999
	Iteration 0F: 2 clusters Score -1876900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1863738.625000 Penalty: 3203.447998
	Iteration 0F: 3 clusters Score -1863739 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1868414.875000 Penalty: 3203.447998
	Iteration 1F: 3 clusters Score -1868415 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1868654.125000 Penalty: 3203.447998
	Iteration 2Q: 3 clusters Score -1868654 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1868884.125000 Penalty: 3203.447998
	Iteration 3Q: 3 clusters Score -1868884 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1869115.875000 Penalty: 3203.447998
	Iteration 4Q: 3 clusters Score -1869116 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1869408.625000 Penalty: 3203.447998
	Iteration 5Q: 3 clusters Score -1869409 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1869804.500000 Penalty: 3203.447998
	Iteration 6Q: 3 clusters Score -1869804 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1870364.000000 Penalty: 3203.447998
	Iteration 7F: 3 clusters Score -1870364 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1871157.875000 Penalty: 3203.447998
	Iteration 8F: 3 clusters Score -1871158 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1872188.500000 Penalty: 3203.447998
	Iteration 9F: 3 clusters Score -1872188 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1873273.000000 Penalty: 3203.447998
	Iteration 10F: 3 clusters Score -1873273 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1874184.750000 Penalty: 3203.447998
	Iteration 11F: 3 clusters Score -1874185 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1874796.250000 Penalty: 3203.447998
	Iteration 12Q: 3 clusters Score -1874796 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1875149.625000 Penalty: 3203.447998
	Iteration 13Q: 3 clusters Score -1875150 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1875319.750000 Penalty: 3203.447998
	Iteration 14Q: 3 clusters Score -1875320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1875415.625000 Penalty: 3203.447998
	Iteration 15Q: 3 clusters Score -1875416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1875451.750000 Penalty: 3203.447998
	Iteration 16Q: 3 clusters Score -1875452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -1875483.000000 Penalty: 3203.447998
	Iteration 17Q: 3 clusters Score -1875483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1875494.625000 Penalty: 3203.447998
	Iteration 18Q: 3 clusters Score -1875495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1875504.000000 Penalty: 3203.447998
	Iteration 19Q: 3 clusters Score -1875504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1875509.000000 Penalty: 3203.447998
	Iteration 20F: 3 clusters Score -1875509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1875512.000000 Penalty: 3203.447998
	Iteration 21Q: 3 clusters Score -1875512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1875512.000000 Penalty: 3203.447998
	Iteration 22F: 3 clusters Score -1875512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Entering Unmasked Estep 
Score: -693554.000000 Penalty: 1448.714111
	Iteration 0F: 2 clusters Score -693554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -687999.437500 Penalty: 2897.428223
	Iteration 0F: 3 clusters Score -687999.4 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -689715.437500 Penalty: 2897.428223
	Iteration 1F: 3 clusters Score -689715.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -689965.312500 Penalty: 2897.428223
	Iteration 2F: 3 clusters Score -689965.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -690154.750000 Penalty: 2897.428223
	Iteration 3F: 3 clusters Score -690154.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -690304.812500 Penalty: 2897.428223
	Iteration 4Q: 3 clusters Score -690304.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -690447.250000 Penalty: 2897.428223
	Iteration 5Q: 3 clusters Score -690447.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -690610.625000 Penalty: 2897.428223
	Iteration 6Q: 3 clusters Score -690610.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -690794.937500 Penalty: 2897.428223
	Iteration 7Q: 3 clusters Score -690794.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -690999.312500 Penalty: 2897.428223
	Iteration 8Q: 3 clusters Score -690999.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -691225.375000 Penalty: 2897.428223
	Iteration 9Q: 3 clusters Score -691225.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -691444.125000 Penalty: 2897.428223
	Iteration 10Q: 3 clusters Score -691444.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -691580.750000 Penalty: 2897.428223
	Iteration 11Q: 3 clusters Score -691580.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -691674.437500 Penalty: 2897.428223
	Iteration 12Q: 3 clusters Score -691674.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -691756.875000 Penalty: 2897.428223
	Iteration 13Q: 3 clusters Score -691756.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -691818.187500 Penalty: 2897.428223
	Iteration 14Q: 3 clusters Score -691818.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -691855.125000 Penalty: 2897.428223
	Iteration 15Q: 3 clusters Score -691855.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -691869.375000 Penalty: 2897.428223
	Iteration 16Q: 3 clusters Score -691869.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -691877.625000 Penalty: 2897.428223
	Iteration 17Q: 3 clusters Score -691877.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -691886.312500 Penalty: 2897.428223
	Iteration 18Q: 3 clusters Score -691886.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -691898.125000 Penalty: 2897.428223
	Iteration 19Q: 3 clusters Score -691898.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -691911.000000 Penalty: 2897.428223
	Iteration 20F: 3 clusters Score -691911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -691928.500000 Penalty: 2897.428223
	Iteration 21Q: 3 clusters Score -691928.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -691942.937500 Penalty: 2897.428223
	Iteration 22Q: 3 clusters Score -691942.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -691948.437500 Penalty: 2897.428223
	Iteration 23Q: 3 clusters Score -691948.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -691955.500000 Penalty: 2897.428223
	Iteration 24Q: 3 clusters Score -691955.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -691965.062500 Penalty: 2897.428223
	Iteration 25Q: 3 clusters Score -691965.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -691969.250000 Penalty: 2897.428223
	Iteration 26Q: 3 clusters Score -691969.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -691974.937500 Penalty: 2897.428223
	Iteration 27Q: 3 clusters Score -691974.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -691978.250000 Penalty: 2897.428223
	Iteration 28Q: 3 clusters Score -691978.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -691981.375000 Penalty: 2897.428223
	Iteration 29Q: 3 clusters Score -691981.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -691984.812500 Penalty: 2897.428223
	Iteration 30Q: 3 clusters Score -691984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -691986.000000 Penalty: 2897.428223
	Iteration 31Q: 3 clusters Score -691986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -691986.750000 Penalty: 2897.428223
	Iteration 32Q: 3 clusters Score -691986.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -691992.562500 Penalty: 2897.428223
	Iteration 33Q: 3 clusters Score -691992.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -691994.125000 Penalty: 2897.428223
	Iteration 34Q: 3 clusters Score -691994.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -691998.125000 Penalty: 2897.428223
	Iteration 35Q: 3 clusters Score -691998.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -691997.687500 Penalty: 2897.428223
	Iteration 36Q: 3 clusters Score -691997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -692001.062500 Penalty: 2897.428223
	Iteration 37Q: 3 clusters Score -692001.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -692003.000000 Penalty: 2897.428223
	Iteration 38Q: 3 clusters Score -692003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -692003.062500 Penalty: 2897.428223
	Iteration 39Q: 3 clusters Score -692003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -692005.125000 Penalty: 2897.428223
	Iteration 40F: 3 clusters Score -692005.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -692005.062500 Penalty: 2897.428223
	Iteration 41Q: 3 clusters Score -692005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -692006.625000 Penalty: 2897.428223
	Iteration 42Q: 3 clusters Score -692006.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -692009.500000 Penalty: 2897.428223
	Iteration 43Q: 3 clusters Score -692009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -692011.625000 Penalty: 2897.428223
	Iteration 44Q: 3 clusters Score -692011.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -692012.687500 Penalty: 2897.428223
	Iteration 45Q: 3 clusters Score -692012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -692014.187500 Penalty: 2897.428223
	Iteration 46Q: 3 clusters Score -692014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -692015.812500 Penalty: 2897.428223
	Iteration 47Q: 3 clusters Score -692015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -692016.625000 Penalty: 2897.428223
	Iteration 48Q: 3 clusters Score -692016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -692017.500000 Penalty: 2897.428223
	Iteration 49Q: 3 clusters Score -692017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -692019.437500 Penalty: 2897.428223
	Iteration 50Q: 3 clusters Score -692019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -692019.500000 Penalty: 2897.428223
	Iteration 51Q: 3 clusters Score -692019.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -692021.500000 Penalty: 2897.428223
	Iteration 52Q: 3 clusters Score -692021.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -692028.125000 Penalty: 2897.428223
	Iteration 53Q: 3 clusters Score -692028.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -692032.750000 Penalty: 2897.428223
	Iteration 54Q: 3 clusters Score -692032.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -692034.062500 Penalty: 2897.428223
	Iteration 55Q: 3 clusters Score -692034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -692034.312500 Penalty: 2897.428223
	Iteration 56Q: 3 clusters Score -692034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -692036.875000 Penalty: 2897.428223
	Iteration 57Q: 3 clusters Score -692036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -692037.812500 Penalty: 2897.428223
	Iteration 58Q: 3 clusters Score -692037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -692038.312500 Penalty: 2897.428223
	Iteration 59Q: 3 clusters Score -692038.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -692040.687500 Penalty: 2897.428223
	Iteration 60F: 3 clusters Score -692040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -692041.500000 Penalty: 2897.428223
	Iteration 61Q: 3 clusters Score -692041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -692042.125000 Penalty: 2897.428223
	Iteration 62Q: 3 clusters Score -692042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -692042.750000 Penalty: 2897.428223
	Iteration 63Q: 3 clusters Score -692042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -692043.312500 Penalty: 2897.428223
	Iteration 64Q: 3 clusters Score -692043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -692044.187500 Penalty: 2897.428223
	Iteration 65Q: 3 clusters Score -692044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -692044.875000 Penalty: 2897.428223
	Iteration 66Q: 3 clusters Score -692044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -692046.000000 Penalty: 2897.428223
	Iteration 67Q: 3 clusters Score -692046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -692047.250000 Penalty: 2897.428223
	Iteration 68Q: 3 clusters Score -692047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -692047.000000 Penalty: 2897.428223
	Iteration 69Q: 3 clusters Score -692047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -692048.062500 Penalty: 2897.428223
	Iteration 70Q: 3 clusters Score -692048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -692049.062500 Penalty: 2897.428223
	Iteration 71Q: 3 clusters Score -692049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -692048.937500 Penalty: 2897.428223
	Iteration 72Q: 3 clusters Score -692048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -692051.375000 Penalty: 2897.428223
	Iteration 73Q: 3 clusters Score -692051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -692052.437500 Penalty: 2897.428223
	Iteration 74Q: 3 clusters Score -692052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -692052.375000 Penalty: 2897.428223
	Iteration 75Q: 3 clusters Score -692052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -692053.062500 Penalty: 2897.428223
	Iteration 76Q: 3 clusters Score -692053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -692052.312500 Penalty: 2897.428223
	Iteration 77Q: 3 clusters Score -692052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -692052.687500 Penalty: 2897.428223
	Iteration 78Q: 3 clusters Score -692052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -692052.937500 Penalty: 2897.428223
	Iteration 79Q: 3 clusters Score -692052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -692052.937500 Penalty: 2897.428223
	Iteration 80F: 3 clusters Score -692052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -76738.328125 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -76738.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75366.265625 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -75366.27 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75552.773438 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -75552.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -75607.070312 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -75607.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75653.648438 Penalty: 2210.778320
	Iteration 3Q: 3 clusters Score -75653.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75681.289062 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -75681.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75695.867188 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -75695.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -75706.914062 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -75706.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75715.828125 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -75715.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -75723.742188 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -75723.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75734.695312 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -75734.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75744.218750 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -75744.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75749.179688 Penalty: 2210.778320
	Iteration 11Q: 3 clusters Score -75749.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -75761.382812 Penalty: 2210.778320
	Iteration 12Q: 3 clusters Score -75761.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75776.382812 Penalty: 2210.778320
	Iteration 13Q: 3 clusters Score -75776.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -75791.234375 Penalty: 2210.778320
	Iteration 14Q: 3 clusters Score -75791.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -75800.015625 Penalty: 2210.778320
	Iteration 15Q: 3 clusters Score -75800.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75808.898438 Penalty: 2210.778320
	Iteration 16Q: 3 clusters Score -75808.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75818.921875 Penalty: 2210.778320
	Iteration 17Q: 3 clusters Score -75818.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -75831.531250 Penalty: 2210.778320
	Iteration 18Q: 3 clusters Score -75831.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -75835.859375 Penalty: 2210.778320
	Iteration 19Q: 3 clusters Score -75835.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75840.289062 Penalty: 2210.778320
	Iteration 20F: 3 clusters Score -75840.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75843.585938 Penalty: 2210.778320
	Iteration 21Q: 3 clusters Score -75843.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75847.703125 Penalty: 2210.778320
	Iteration 22Q: 3 clusters Score -75847.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -75851.835938 Penalty: 2210.778320
	Iteration 23Q: 3 clusters Score -75851.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75853.101562 Penalty: 2210.778320
	Iteration 24Q: 3 clusters Score -75853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75853.101562 Penalty: 2210.778320
	Iteration 25F: 3 clusters Score -75853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Entering Unmasked Estep 
Score: -1534836.250000 Penalty: 1572.811890
	Iteration 0F: 2 clusters Score -1534836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1523816.875000 Penalty: 3145.623779
	Iteration 0F: 3 clusters Score -1523817 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1527622.750000 Penalty: 3145.623779
	Iteration 1F: 3 clusters Score -1527623 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1527968.750000 Penalty: 3145.623779
	Iteration 2F: 3 clusters Score -1527969 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1528382.500000 Penalty: 3145.623779
	Iteration 3F: 3 clusters Score -1528382 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1528864.625000 Penalty: 3145.623779
	Iteration 4F: 3 clusters Score -1528865 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1529466.125000 Penalty: 3145.623779
	Iteration 5F: 3 clusters Score -1529466 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1530124.125000 Penalty: 3145.623779
	Iteration 6F: 3 clusters Score -1530124 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1530773.750000 Penalty: 3145.623779
	Iteration 7F: 3 clusters Score -1530774 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1531354.625000 Penalty: 3145.623779
	Iteration 8F: 3 clusters Score -1531355 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1531827.875000 Penalty: 3145.623779
	Iteration 9Q: 3 clusters Score -1531828 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1532184.750000 Penalty: 3145.623779
	Iteration 10Q: 3 clusters Score -1532185 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1532402.250000 Penalty: 3145.623779
	Iteration 11Q: 3 clusters Score -1532402 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1532531.375000 Penalty: 3145.623779
	Iteration 12Q: 3 clusters Score -1532531 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1532631.250000 Penalty: 3145.623779
	Iteration 13Q: 3 clusters Score -1532631 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1532705.625000 Penalty: 3145.623779
	Iteration 14Q: 3 clusters Score -1532706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1532764.750000 Penalty: 3145.623779
	Iteration 15Q: 3 clusters Score -1532765 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1532823.625000 Penalty: 3145.623779
	Iteration 16Q: 3 clusters Score -1532824 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1532884.125000 Penalty: 3145.623779
	Iteration 17Q: 3 clusters Score -1532884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1532934.125000 Penalty: 3145.623779
	Iteration 18Q: 3 clusters Score -1532934 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1532988.250000 Penalty: 3145.623779
	Iteration 19Q: 3 clusters Score -1532988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1533036.500000 Penalty: 3145.623779
	Iteration 20F: 3 clusters Score -1533036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1533054.500000 Penalty: 3145.623779
	Iteration 21Q: 3 clusters Score -1533054 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1533087.250000 Penalty: 3145.623779
	Iteration 22Q: 3 clusters Score -1533087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1533109.125000 Penalty: 3145.623779
	Iteration 23Q: 3 clusters Score -1533109 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1533137.750000 Penalty: 3145.623779
	Iteration 24Q: 3 clusters Score -1533138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1533160.250000 Penalty: 3145.623779
	Iteration 25Q: 3 clusters Score -1533160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1533177.250000 Penalty: 3145.623779
	Iteration 26Q: 3 clusters Score -1533177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1533190.250000 Penalty: 3145.623779
	Iteration 27Q: 3 clusters Score -1533190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1533207.750000 Penalty: 3145.623779
	Iteration 28Q: 3 clusters Score -1533208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1533221.625000 Penalty: 3145.623779
	Iteration 29Q: 3 clusters Score -1533222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1533238.500000 Penalty: 3145.623779
	Iteration 30Q: 3 clusters Score -1533238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1533254.750000 Penalty: 3145.623779
	Iteration 31Q: 3 clusters Score -1533255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1533271.375000 Penalty: 3145.623779
	Iteration 32Q: 3 clusters Score -1533271 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1533290.875000 Penalty: 3145.623779
	Iteration 33Q: 3 clusters Score -1533291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1533312.250000 Penalty: 3145.623779
	Iteration 34Q: 3 clusters Score -1533312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1533339.875000 Penalty: 3145.623779
	Iteration 35Q: 3 clusters Score -1533340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1533371.250000 Penalty: 3145.623779
	Iteration 36Q: 3 clusters Score -1533371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1533400.125000 Penalty: 3145.623779
	Iteration 37Q: 3 clusters Score -1533400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1533423.625000 Penalty: 3145.623779
	Iteration 38Q: 3 clusters Score -1533424 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1533473.875000 Penalty: 3145.623779
	Iteration 39Q: 3 clusters Score -1533474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1533531.000000 Penalty: 3145.623779
	Iteration 40F: 3 clusters Score -1533531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1533586.875000 Penalty: 3145.623779
	Iteration 41Q: 3 clusters Score -1533587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1533613.625000 Penalty: 3145.623779
	Iteration 42Q: 3 clusters Score -1533614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1533642.000000 Penalty: 3145.623779
	Iteration 43Q: 3 clusters Score -1533642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1533667.250000 Penalty: 3145.623779
	Iteration 44Q: 3 clusters Score -1533667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1533679.375000 Penalty: 3145.623779
	Iteration 45Q: 3 clusters Score -1533679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1533683.375000 Penalty: 3145.623779
	Iteration 46Q: 3 clusters Score -1533683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1533686.375000 Penalty: 3145.623779
	Iteration 47Q: 3 clusters Score -1533686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1533692.750000 Penalty: 3145.623779
	Iteration 48Q: 3 clusters Score -1533693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1533695.125000 Penalty: 3145.623779
	Iteration 49Q: 3 clusters Score -1533695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1533701.750000 Penalty: 3145.623779
	Iteration 50Q: 3 clusters Score -1533702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1533704.750000 Penalty: 3145.623779
	Iteration 51Q: 3 clusters Score -1533705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1533707.625000 Penalty: 3145.623779
	Iteration 52Q: 3 clusters Score -1533708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1533710.875000 Penalty: 3145.623779
	Iteration 53Q: 3 clusters Score -1533711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1533709.500000 Penalty: 3145.623779
	Iteration 54Q: 3 clusters Score -1533710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1533712.000000 Penalty: 3145.623779
	Iteration 55Q: 3 clusters Score -1533712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1533715.875000 Penalty: 3145.623779
	Iteration 56Q: 3 clusters Score -1533716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1533716.875000 Penalty: 3145.623779
	Iteration 57Q: 3 clusters Score -1533717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1533717.125000 Penalty: 3145.623779
	Iteration 58Q: 3 clusters Score -1533717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1533723.625000 Penalty: 3145.623779
	Iteration 59Q: 3 clusters Score -1533724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1533721.375000 Penalty: 3145.623779
	Iteration 60F: 3 clusters Score -1533721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1533724.625000 Penalty: 3145.623779
	Iteration 61Q: 3 clusters Score -1533725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1533725.250000 Penalty: 3145.623779
	Iteration 62Q: 3 clusters Score -1533725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1533726.000000 Penalty: 3145.623779
	Iteration 63Q: 3 clusters Score -1533726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1533727.125000 Penalty: 3145.623779
	Iteration 64Q: 3 clusters Score -1533727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1533725.125000 Penalty: 3145.623779
	Iteration 65Q: 3 clusters Score -1533725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1533725.125000 Penalty: 3145.623779
	Iteration 66F: 3 clusters Score -1533725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Entering Unmasked Estep 
Score: -3353475.500000 Penalty: 1696.867065
	Iteration 0F: 2 clusters Score -3353476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3330530.250000 Penalty: 3393.734131
	Iteration 0F: 3 clusters Score -3330530 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3339412.000000 Penalty: 3393.734131
	Iteration 1F: 3 clusters Score -3339412 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3339945.500000 Penalty: 3393.734131
	Iteration 2Q: 3 clusters Score -3339946 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3340549.000000 Penalty: 3393.734131
	Iteration 3Q: 3 clusters Score -3340549 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3341408.250000 Penalty: 3393.734131
	Iteration 4F: 3 clusters Score -3341408 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3342510.000000 Penalty: 3393.734131
	Iteration 5F: 3 clusters Score -3342510 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3343852.500000 Penalty: 3393.734131
	Iteration 6F: 3 clusters Score -3343852 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3345281.500000 Penalty: 3393.734131
	Iteration 7F: 3 clusters Score -3345282 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3346702.000000 Penalty: 3393.734131
	Iteration 8F: 3 clusters Score -3346702 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3348065.250000 Penalty: 3393.734131
	Iteration 9F: 3 clusters Score -3348065 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3349329.000000 Penalty: 3393.734131
	Iteration 10Q: 3 clusters Score -3349329 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3350329.250000 Penalty: 3393.734131
	Iteration 11Q: 3 clusters Score -3350329 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3350868.250000 Penalty: 3393.734131
	Iteration 12Q: 3 clusters Score -3350868 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3351157.250000 Penalty: 3393.734131
	Iteration 13Q: 3 clusters Score -3351157 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3351312.000000 Penalty: 3393.734131
	Iteration 14Q: 3 clusters Score -3351312 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3351414.750000 Penalty: 3393.734131
	Iteration 15Q: 3 clusters Score -3351415 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3351504.500000 Penalty: 3393.734131
	Iteration 16Q: 3 clusters Score -3351504 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3351569.750000 Penalty: 3393.734131
	Iteration 17Q: 3 clusters Score -3351570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3351616.000000 Penalty: 3393.734131
	Iteration 18Q: 3 clusters Score -3351616 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3351658.000000 Penalty: 3393.734131
	Iteration 19Q: 3 clusters Score -3351658 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -3351694.500000 Penalty: 3393.734131
	Iteration 20F: 3 clusters Score -3351694 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3351745.750000 Penalty: 3393.734131
	Iteration 21Q: 3 clusters Score -3351746 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -3351772.000000 Penalty: 3393.734131
	Iteration 22Q: 3 clusters Score -3351772 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3351797.500000 Penalty: 3393.734131
	Iteration 23Q: 3 clusters Score -3351798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3351804.500000 Penalty: 3393.734131
	Iteration 24Q: 3 clusters Score -3351804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -3351806.250000 Penalty: 3393.734131
	Iteration 25Q: 3 clusters Score -3351806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3351826.250000 Penalty: 3393.734131
	Iteration 26Q: 3 clusters Score -3351826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3351836.500000 Penalty: 3393.734131
	Iteration 27Q: 3 clusters Score -3351836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3351844.250000 Penalty: 3393.734131
	Iteration 28Q: 3 clusters Score -3351844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3351863.000000 Penalty: 3393.734131
	Iteration 29Q: 3 clusters Score -3351863 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3351872.500000 Penalty: 3393.734131
	Iteration 30Q: 3 clusters Score -3351872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3351883.250000 Penalty: 3393.734131
	Iteration 31Q: 3 clusters Score -3351883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -3351903.750000 Penalty: 3393.734131
	Iteration 32Q: 3 clusters Score -3351904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3351917.500000 Penalty: 3393.734131
	Iteration 33Q: 3 clusters Score -3351918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3351934.500000 Penalty: 3393.734131
	Iteration 34Q: 3 clusters Score -3351934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3351940.250000 Penalty: 3393.734131
	Iteration 35Q: 3 clusters Score -3351940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3351947.000000 Penalty: 3393.734131
	Iteration 36Q: 3 clusters Score -3351947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3351964.500000 Penalty: 3393.734131
	Iteration 37Q: 3 clusters Score -3351964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3351974.750000 Penalty: 3393.734131
	Iteration 38Q: 3 clusters Score -3351975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3351976.500000 Penalty: 3393.734131
	Iteration 39Q: 3 clusters Score -3351976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3351979.750000 Penalty: 3393.734131
	Iteration 40F: 3 clusters Score -3351980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -3351999.250000 Penalty: 3393.734131
	Iteration 41Q: 3 clusters Score -3351999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3351996.000000 Penalty: 3393.734131
	Iteration 42Q: 3 clusters Score -3351996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3351996.000000 Penalty: 3393.734131
	Iteration 43Q: 3 clusters Score -3351996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3352010.250000 Penalty: 3393.734131
	Iteration 44Q: 3 clusters Score -3352010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -3352014.250000 Penalty: 3393.734131
	Iteration 45Q: 3 clusters Score -3352014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3352025.250000 Penalty: 3393.734131
	Iteration 46Q: 3 clusters Score -3352025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3352027.250000 Penalty: 3393.734131
	Iteration 47Q: 3 clusters Score -3352027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -3352028.500000 Penalty: 3393.734131
	Iteration 48Q: 3 clusters Score -3352028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -3352026.750000 Penalty: 3393.734131
	Iteration 49Q: 3 clusters Score -3352027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3352030.750000 Penalty: 3393.734131
	Iteration 50Q: 3 clusters Score -3352031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3352034.500000 Penalty: 3393.734131
	Iteration 51Q: 3 clusters Score -3352034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3352039.750000 Penalty: 3393.734131
	Iteration 52Q: 3 clusters Score -3352040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -3352041.250000 Penalty: 3393.734131
	Iteration 53Q: 3 clusters Score -3352041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3352043.500000 Penalty: 3393.734131
	Iteration 54Q: 3 clusters Score -3352044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3352045.750000 Penalty: 3393.734131
	Iteration 55Q: 3 clusters Score -3352046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3352041.000000 Penalty: 3393.734131
	Iteration 56Q: 3 clusters Score -3352041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3352049.250000 Penalty: 3393.734131
	Iteration 57Q: 3 clusters Score -3352049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -3352049.750000 Penalty: 3393.734131
	Iteration 58Q: 3 clusters Score -3352050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -3352050.000000 Penalty: 3393.734131
	Iteration 59Q: 3 clusters Score -3352050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -3352047.250000 Penalty: 3393.734131
	Iteration 60F: 3 clusters Score -3352047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3352047.000000 Penalty: 3393.734131
	Iteration 61Q: 3 clusters Score -3352047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -3352045.750000 Penalty: 3393.734131
	Iteration 62Q: 3 clusters Score -3352046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3352050.750000 Penalty: 3393.734131
	Iteration 63Q: 3 clusters Score -3352051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3352051.250000 Penalty: 3393.734131
	Iteration 64Q: 3 clusters Score -3352051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3352054.250000 Penalty: 3393.734131
	Iteration 65Q: 3 clusters Score -3352054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -3352052.500000 Penalty: 3393.734131
	Iteration 66Q: 3 clusters Score -3352052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3352059.500000 Penalty: 3393.734131
	Iteration 67Q: 3 clusters Score -3352060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -3352055.250000 Penalty: 3393.734131
	Iteration 68Q: 3 clusters Score -3352055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -3352054.750000 Penalty: 3393.734131
	Iteration 69Q: 3 clusters Score -3352055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3352055.750000 Penalty: 3393.734131
	Iteration 70Q: 3 clusters Score -3352056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -3352055.750000 Penalty: 3393.734131
	Iteration 71Q: 3 clusters Score -3352056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3352056.500000 Penalty: 3393.734131
	Iteration 72Q: 3 clusters Score -3352056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3352053.500000 Penalty: 3393.734131
	Iteration 73Q: 3 clusters Score -3352054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3352055.500000 Penalty: 3393.734131
	Iteration 74Q: 3 clusters Score -3352056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3352055.500000 Penalty: 3393.734131
	Iteration 75Q: 3 clusters Score -3352056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3352059.000000 Penalty: 3393.734131
	Iteration 76Q: 3 clusters Score -3352059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -3352059.500000 Penalty: 3393.734131
	Iteration 77Q: 3 clusters Score -3352060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -3352064.500000 Penalty: 3393.734131
	Iteration 78Q: 3 clusters Score -3352064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -3352063.000000 Penalty: 3393.734131
	Iteration 79Q: 3 clusters Score -3352063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -3352060.250000 Penalty: 3393.734131
	Iteration 80F: 3 clusters Score -3352060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -3352067.500000 Penalty: 3393.734131
	Iteration 81Q: 3 clusters Score -3352068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3352061.250000 Penalty: 3393.734131
	Iteration 82Q: 3 clusters Score -3352061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3352061.250000 Penalty: 3393.734131
	Iteration 83F: 3 clusters Score -3352061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -129128.640625 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -129128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127324.234375 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -127324.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -127921.984375 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -127922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -128096.703125 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -128096.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -128221.601562 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -128221.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -128374.632812 Penalty: 2406.983398
	Iteration 4F: 3 clusters Score -128374.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -128469.468750 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -128469.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -128538.695312 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -128538.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -128591.296875 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -128591.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128643.601562 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -128643.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128664.117188 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -128664.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -128691.929688 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -128691.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -128728.867188 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -128728.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -128753.156250 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -128753.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128771.617188 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -128771.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128784.195312 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -128784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128795.476562 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -128795.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -128808.757812 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -128808.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -128820.093750 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -128820.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128837.296875 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -128837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128855.234375 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -128855.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128882.484375 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -128882.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -128896.210938 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -128896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128903.109375 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -128903.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -128911.171875 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -128911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128927.546875 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -128927.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128954.492188 Penalty: 2406.983398
	Iteration 25Q: 3 clusters Score -128954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128973.570312 Penalty: 2406.983398
	Iteration 26Q: 3 clusters Score -128973.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -128986.312500 Penalty: 2406.983398
	Iteration 27Q: 3 clusters Score -128986.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129005.218750 Penalty: 2406.983398
	Iteration 28Q: 3 clusters Score -129005.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129033.507812 Penalty: 2406.983398
	Iteration 29Q: 3 clusters Score -129033.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -129064.382812 Penalty: 2406.983398
	Iteration 30Q: 3 clusters Score -129064.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -129124.445312 Penalty: 2406.983398
	Iteration 31Q: 3 clusters Score -129124.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -129158.851562 Penalty: 2406.983398
	Iteration 32Q: 3 clusters Score -129158.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129172.968750 Penalty: 2406.983398
	Iteration 33Q: 3 clusters Score -129173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -129182.078125 Penalty: 2406.983398
	Iteration 34Q: 3 clusters Score -129182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129194.539062 Penalty: 2406.983398
	Iteration 35Q: 3 clusters Score -129194.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129211.718750 Penalty: 2406.983398
	Iteration 36Q: 3 clusters Score -129211.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -129221.539062 Penalty: 2406.983398
	Iteration 37Q: 3 clusters Score -129221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129231.359375 Penalty: 2406.983398
	Iteration 38Q: 3 clusters Score -129231.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129239.070312 Penalty: 2406.983398
	Iteration 39Q: 3 clusters Score -129239.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -129245.687500 Penalty: 2406.983398
	Iteration 40F: 3 clusters Score -129245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129253.093750 Penalty: 2406.983398
	Iteration 41Q: 3 clusters Score -129253.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -129263.054688 Penalty: 2406.983398
	Iteration 42Q: 3 clusters Score -129263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -129272.609375 Penalty: 2406.983398
	Iteration 43Q: 3 clusters Score -129272.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -129278.156250 Penalty: 2406.983398
	Iteration 44Q: 3 clusters Score -129278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129281.437500 Penalty: 2406.983398
	Iteration 45Q: 3 clusters Score -129281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -129282.796875 Penalty: 2406.983398
	Iteration 46Q: 3 clusters Score -129282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -129285.640625 Penalty: 2406.983398
	Iteration 47Q: 3 clusters Score -129285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -129288.539062 Penalty: 2406.983398
	Iteration 48Q: 3 clusters Score -129288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -129289.273438 Penalty: 2406.983398
	Iteration 49Q: 3 clusters Score -129289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129292.234375 Penalty: 2406.983398
	Iteration 50Q: 3 clusters Score -129292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129293.000000 Penalty: 2406.983398
	Iteration 51Q: 3 clusters Score -129293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -129294.593750 Penalty: 2406.983398
	Iteration 52Q: 3 clusters Score -129294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -129294.835938 Penalty: 2406.983398
	Iteration 53Q: 3 clusters Score -129294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -129294.835938 Penalty: 2406.983398
	Iteration 54F: 3 clusters Score -129294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18325 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22078 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19087 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 34278 members 
Mstep: Class 30 contains 857 members 
Mstep: Class 31 contains 37091 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38003 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40648 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 35710 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4949 members 
Mstep: Class 46 contains 28262 members 
Mstep: Class 47 contains 4726 members 
Mstep: Class 48 contains 789 members 
Entering Unmasked Estep 
Score: -49787512.000000 Penalty: 103005.007812
Splitting cluster 30 changes total score from -49787932.000000 to -49787512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (37091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Entering Unmasked Estep 
Score: -3553719.000000 Penalty: 1709.683594
	Iteration 0F: 2 clusters Score -3553719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3529114.000000 Penalty: 3419.367188
	Iteration 0F: 3 clusters Score -3529114 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3538630.000000 Penalty: 3419.367188
	Iteration 1F: 3 clusters Score -3538630 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3539187.750000 Penalty: 3419.367188
	Iteration 2Q: 3 clusters Score -3539188 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3539758.250000 Penalty: 3419.367188
	Iteration 3Q: 3 clusters Score -3539758 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3540398.250000 Penalty: 3419.367188
	Iteration 4Q: 3 clusters Score -3540398 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3541068.000000 Penalty: 3419.367188
	Iteration 5Q: 3 clusters Score -3541068 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3541864.500000 Penalty: 3419.367188
	Iteration 6Q: 3 clusters Score -3541864 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3542833.250000 Penalty: 3419.367188
	Iteration 7F: 3 clusters Score -3542833 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3544011.500000 Penalty: 3419.367188
	Iteration 8F: 3 clusters Score -3544012 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3545352.250000 Penalty: 3419.367188
	Iteration 9F: 3 clusters Score -3545352 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3546337.750000 Penalty: 3419.367188
	Iteration 10F: 3 clusters Score -3546338 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3546833.000000 Penalty: 3419.367188
	Iteration 11Q: 3 clusters Score -3546833 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3547046.250000 Penalty: 3419.367188
	Iteration 12Q: 3 clusters Score -3547046 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3547118.750000 Penalty: 3419.367188
	Iteration 13Q: 3 clusters Score -3547119 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3547151.000000 Penalty: 3419.367188
	Iteration 14Q: 3 clusters Score -3547151 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3547191.250000 Penalty: 3419.367188
	Iteration 15Q: 3 clusters Score -3547191 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3547238.250000 Penalty: 3419.367188
	Iteration 16Q: 3 clusters Score -3547238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3547263.000000 Penalty: 3419.367188
	Iteration 17Q: 3 clusters Score -3547263 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3547293.750000 Penalty: 3419.367188
	Iteration 18Q: 3 clusters Score -3547294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3547338.250000 Penalty: 3419.367188
	Iteration 19Q: 3 clusters Score -3547338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3547374.750000 Penalty: 3419.367188
	Iteration 20F: 3 clusters Score -3547375 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3547407.250000 Penalty: 3419.367188
	Iteration 21Q: 3 clusters Score -3547407 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3547446.500000 Penalty: 3419.367188
	Iteration 22Q: 3 clusters Score -3547446 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3547468.750000 Penalty: 3419.367188
	Iteration 23Q: 3 clusters Score -3547469 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3547502.000000 Penalty: 3419.367188
	Iteration 24Q: 3 clusters Score -3547502 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3547561.250000 Penalty: 3419.367188
	Iteration 25Q: 3 clusters Score -3547561 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3547604.750000 Penalty: 3419.367188
	Iteration 26Q: 3 clusters Score -3547605 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3547647.000000 Penalty: 3419.367188
	Iteration 27Q: 3 clusters Score -3547647 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3547701.500000 Penalty: 3419.367188
	Iteration 28Q: 3 clusters Score -3547702 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3547778.250000 Penalty: 3419.367188
	Iteration 29Q: 3 clusters Score -3547778 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3547843.500000 Penalty: 3419.367188
	Iteration 30Q: 3 clusters Score -3547844 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3547943.750000 Penalty: 3419.367188
	Iteration 31Q: 3 clusters Score -3547944 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3548016.000000 Penalty: 3419.367188
	Iteration 32Q: 3 clusters Score -3548016 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3548093.250000 Penalty: 3419.367188
	Iteration 33Q: 3 clusters Score -3548093 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3548147.000000 Penalty: 3419.367188
	Iteration 34Q: 3 clusters Score -3548147 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3548229.750000 Penalty: 3419.367188
	Iteration 35Q: 3 clusters Score -3548230 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3548315.500000 Penalty: 3419.367188
	Iteration 36Q: 3 clusters Score -3548316 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3548378.000000 Penalty: 3419.367188
	Iteration 37Q: 3 clusters Score -3548378 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3548448.000000 Penalty: 3419.367188
	Iteration 38Q: 3 clusters Score -3548448 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3548532.250000 Penalty: 3419.367188
	Iteration 39Q: 3 clusters Score -3548532 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3548610.500000 Penalty: 3419.367188
	Iteration 40F: 3 clusters Score -3548610 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3548675.750000 Penalty: 3419.367188
	Iteration 41Q: 3 clusters Score -3548676 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3548760.500000 Penalty: 3419.367188
	Iteration 42Q: 3 clusters Score -3548760 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3548846.500000 Penalty: 3419.367188
	Iteration 43Q: 3 clusters Score -3548846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3548909.750000 Penalty: 3419.367188
	Iteration 44Q: 3 clusters Score -3548910 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3548982.500000 Penalty: 3419.367188
	Iteration 45Q: 3 clusters Score -3548982 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3549067.000000 Penalty: 3419.367188
	Iteration 46Q: 3 clusters Score -3549067 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3549125.000000 Penalty: 3419.367188
	Iteration 47Q: 3 clusters Score -3549125 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3549205.750000 Penalty: 3419.367188
	Iteration 48Q: 3 clusters Score -3549206 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3549272.250000 Penalty: 3419.367188
	Iteration 49Q: 3 clusters Score -3549272 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3549350.750000 Penalty: 3419.367188
	Iteration 50Q: 3 clusters Score -3549351 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3549455.000000 Penalty: 3419.367188
	Iteration 51Q: 3 clusters Score -3549455 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3549561.250000 Penalty: 3419.367188
	Iteration 52Q: 3 clusters Score -3549561 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3549674.500000 Penalty: 3419.367188
	Iteration 53Q: 3 clusters Score -3549674 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3549789.000000 Penalty: 3419.367188
	Iteration 54Q: 3 clusters Score -3549789 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3549934.750000 Penalty: 3419.367188
	Iteration 55Q: 3 clusters Score -3549935 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3550059.250000 Penalty: 3419.367188
	Iteration 56Q: 3 clusters Score -3550059 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3550171.500000 Penalty: 3419.367188
	Iteration 57Q: 3 clusters Score -3550172 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3550301.250000 Penalty: 3419.367188
	Iteration 58Q: 3 clusters Score -3550301 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3550430.000000 Penalty: 3419.367188
	Iteration 59Q: 3 clusters Score -3550430 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3550562.000000 Penalty: 3419.367188
	Iteration 60F: 3 clusters Score -3550562 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3550704.750000 Penalty: 3419.367188
	Iteration 61Q: 3 clusters Score -3550705 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3550954.500000 Penalty: 3419.367188
	Iteration 62Q: 3 clusters Score -3550954 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3551201.250000 Penalty: 3419.367188
	Iteration 63Q: 3 clusters Score -3551201 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3551442.250000 Penalty: 3419.367188
	Iteration 64Q: 3 clusters Score -3551442 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3551687.000000 Penalty: 3419.367188
	Iteration 65Q: 3 clusters Score -3551687 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3551886.500000 Penalty: 3419.367188
	Iteration 66Q: 3 clusters Score -3551886 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3552050.000000 Penalty: 3419.367188
	Iteration 67Q: 3 clusters Score -3552050 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3552192.250000 Penalty: 3419.367188
	Iteration 68Q: 3 clusters Score -3552192 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3552345.750000 Penalty: 3419.367188
	Iteration 69Q: 3 clusters Score -3552346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3552496.250000 Penalty: 3419.367188
	Iteration 70Q: 3 clusters Score -3552496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3552580.000000 Penalty: 3419.367188
	Iteration 71Q: 3 clusters Score -3552580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3552619.500000 Penalty: 3419.367188
	Iteration 72Q: 3 clusters Score -3552620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3552643.500000 Penalty: 3419.367188
	Iteration 73Q: 3 clusters Score -3552644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3552656.750000 Penalty: 3419.367188
	Iteration 74Q: 3 clusters Score -3552657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3552673.500000 Penalty: 3419.367188
	Iteration 75Q: 3 clusters Score -3552674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3552680.000000 Penalty: 3419.367188
	Iteration 76Q: 3 clusters Score -3552680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3552678.250000 Penalty: 3419.367188
	Iteration 77Q: 3 clusters Score -3552678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3552681.750000 Penalty: 3419.367188
	Iteration 78Q: 3 clusters Score -3552682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3552688.750000 Penalty: 3419.367188
	Iteration 79Q: 3 clusters Score -3552689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3552693.500000 Penalty: 3419.367188
	Iteration 80F: 3 clusters Score -3552694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3552690.500000 Penalty: 3419.367188
	Iteration 81Q: 3 clusters Score -3552690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3552690.000000 Penalty: 3419.367188
	Iteration 82Q: 3 clusters Score -3552690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3552699.000000 Penalty: 3419.367188
	Iteration 83Q: 3 clusters Score -3552699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3552700.000000 Penalty: 3419.367188
	Iteration 84Q: 3 clusters Score -3552700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3552697.750000 Penalty: 3419.367188
	Iteration 85Q: 3 clusters Score -3552698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3552704.000000 Penalty: 3419.367188
	Iteration 86Q: 3 clusters Score -3552704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3552706.250000 Penalty: 3419.367188
	Iteration 87Q: 3 clusters Score -3552706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3552712.500000 Penalty: 3419.367188
	Iteration 88Q: 3 clusters Score -3552712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3552714.500000 Penalty: 3419.367188
	Iteration 89Q: 3 clusters Score -3552714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3552715.500000 Penalty: 3419.367188
	Iteration 90Q: 3 clusters Score -3552716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3552711.750000 Penalty: 3419.367188
	Iteration 91Q: 3 clusters Score -3552712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3552711.750000 Penalty: 3419.367188
	Iteration 92F: 3 clusters Score -3552712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -216571.609375 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -216571.6 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 1189 members 
Entering Unmasked Estep 
Score: -214265.328125 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -214265.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -214805.468750 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -214805.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -214946.046875 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -214946 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -215043.656250 Penalty: 2523.947754
	Iteration 3F: 3 clusters Score -215043.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -215112.625000 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -215112.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -215169.296875 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -215169.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -215226.593750 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -215226.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215304.109375 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -215304.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -215417.968750 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -215418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215519.296875 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -215519.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -215604.671875 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -215604.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -215679.093750 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -215679.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -215727.062500 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -215727.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -215762.281250 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -215762.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215793.703125 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -215793.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215833.187500 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -215833.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215880.453125 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -215880.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -215925.203125 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -215925.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -215975.171875 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -215975.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -215997.093750 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -215997.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -216006.062500 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -216006.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -216016.640625 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -216016.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -216023.765625 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -216023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -216026.453125 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -216026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -216030.375000 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -216030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -216034.125000 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -216034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -216036.625000 Penalty: 2523.947754
	Iteration 26Q: 3 clusters Score -216036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -216038.718750 Penalty: 2523.947754
	Iteration 27Q: 3 clusters Score -216038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -216039.500000 Penalty: 2523.947754
	Iteration 28Q: 3 clusters Score -216039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -216040.703125 Penalty: 2523.947754
	Iteration 29Q: 3 clusters Score -216040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -216041.468750 Penalty: 2523.947754
	Iteration 30Q: 3 clusters Score -216041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -216041.421875 Penalty: 2523.947754
	Iteration 31Q: 3 clusters Score -216041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -216041.593750 Penalty: 2523.947754
	Iteration 32Q: 3 clusters Score -216041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -216042.296875 Penalty: 2523.947754
	Iteration 33Q: 3 clusters Score -216042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -216042.296875 Penalty: 2523.947754
	Iteration 34F: 3 clusters Score -216042.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Entering Unmasked Estep 
Score: -3623897.750000 Penalty: 1713.630859
	Iteration 0F: 2 clusters Score -3623898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3599960.750000 Penalty: 3427.261719
	Iteration 0F: 3 clusters Score -3599961 nChanged 17611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3610014.750000 Penalty: 3427.261719
	Iteration 1F: 3 clusters Score -3610015 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3610481.750000 Penalty: 3427.261719
	Iteration 2Q: 3 clusters Score -3610482 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3610897.000000 Penalty: 3427.261719
	Iteration 3Q: 3 clusters Score -3610897 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3611267.750000 Penalty: 3427.261719
	Iteration 4Q: 3 clusters Score -3611268 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3611630.250000 Penalty: 3427.261719
	Iteration 5Q: 3 clusters Score -3611630 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3612010.500000 Penalty: 3427.261719
	Iteration 6Q: 3 clusters Score -3612010 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3612489.250000 Penalty: 3427.261719
	Iteration 7Q: 3 clusters Score -3612489 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3613120.250000 Penalty: 3427.261719
	Iteration 8Q: 3 clusters Score -3613120 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3614032.750000 Penalty: 3427.261719
	Iteration 9Q: 3 clusters Score -3614033 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3615160.000000 Penalty: 3427.261719
	Iteration 10Q: 3 clusters Score -3615160 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3616467.750000 Penalty: 3427.261719
	Iteration 11Q: 3 clusters Score -3616468 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3617555.250000 Penalty: 3427.261719
	Iteration 12Q: 3 clusters Score -3617555 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3618401.500000 Penalty: 3427.261719
	Iteration 13Q: 3 clusters Score -3618402 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3619014.000000 Penalty: 3427.261719
	Iteration 14Q: 3 clusters Score -3619014 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3619509.500000 Penalty: 3427.261719
	Iteration 15Q: 3 clusters Score -3619510 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3619976.750000 Penalty: 3427.261719
	Iteration 16Q: 3 clusters Score -3619977 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3620426.250000 Penalty: 3427.261719
	Iteration 17Q: 3 clusters Score -3620426 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3620887.750000 Penalty: 3427.261719
	Iteration 18Q: 3 clusters Score -3620888 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3621187.500000 Penalty: 3427.261719
	Iteration 19Q: 3 clusters Score -3621188 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3621447.000000 Penalty: 3427.261719
	Iteration 20F: 3 clusters Score -3621447 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3621681.250000 Penalty: 3427.261719
	Iteration 21Q: 3 clusters Score -3621681 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3621852.750000 Penalty: 3427.261719
	Iteration 22Q: 3 clusters Score -3621853 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3622043.250000 Penalty: 3427.261719
	Iteration 23Q: 3 clusters Score -3622043 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3622167.500000 Penalty: 3427.261719
	Iteration 24Q: 3 clusters Score -3622168 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3622241.250000 Penalty: 3427.261719
	Iteration 25Q: 3 clusters Score -3622241 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3622299.500000 Penalty: 3427.261719
	Iteration 26Q: 3 clusters Score -3622300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3622331.000000 Penalty: 3427.261719
	Iteration 27Q: 3 clusters Score -3622331 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3622383.000000 Penalty: 3427.261719
	Iteration 28Q: 3 clusters Score -3622383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3622404.500000 Penalty: 3427.261719
	Iteration 29Q: 3 clusters Score -3622404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3622434.000000 Penalty: 3427.261719
	Iteration 30Q: 3 clusters Score -3622434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3622452.750000 Penalty: 3427.261719
	Iteration 31Q: 3 clusters Score -3622453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3622463.000000 Penalty: 3427.261719
	Iteration 32Q: 3 clusters Score -3622463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3622488.500000 Penalty: 3427.261719
	Iteration 33Q: 3 clusters Score -3622488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3622492.750000 Penalty: 3427.261719
	Iteration 34Q: 3 clusters Score -3622493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3622501.500000 Penalty: 3427.261719
	Iteration 35Q: 3 clusters Score -3622502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3622511.250000 Penalty: 3427.261719
	Iteration 36Q: 3 clusters Score -3622511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3622518.750000 Penalty: 3427.261719
	Iteration 37Q: 3 clusters Score -3622519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3622523.250000 Penalty: 3427.261719
	Iteration 38Q: 3 clusters Score -3622523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3622526.750000 Penalty: 3427.261719
	Iteration 39Q: 3 clusters Score -3622527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3622530.000000 Penalty: 3427.261719
	Iteration 40F: 3 clusters Score -3622530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3622530.000000 Penalty: 3427.261719
	Iteration 41Q: 3 clusters Score -3622530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3622530.000000 Penalty: 3427.261719
	Iteration 42F: 3 clusters Score -3622530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -546567.500000 Penalty: 1413.562744
	Iteration 0F: 2 clusters Score -546567.5 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 2955 members 
Entering Unmasked Estep 
Score: -541894.937500 Penalty: 2827.125488
	Iteration 0F: 3 clusters Score -541894.9 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -543306.750000 Penalty: 2827.125488
	Iteration 1F: 3 clusters Score -543306.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -543667.250000 Penalty: 2827.125488
	Iteration 2F: 3 clusters Score -543667.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -544071.312500 Penalty: 2827.125488
	Iteration 3F: 3 clusters Score -544071.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -544463.375000 Penalty: 2827.125488
	Iteration 4F: 3 clusters Score -544463.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -544743.562500 Penalty: 2827.125488
	Iteration 5F: 3 clusters Score -544743.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -544965.125000 Penalty: 2827.125488
	Iteration 6F: 3 clusters Score -544965.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -545162.750000 Penalty: 2827.125488
	Iteration 7Q: 3 clusters Score -545162.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -545332.687500 Penalty: 2827.125488
	Iteration 8Q: 3 clusters Score -545332.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -545475.250000 Penalty: 2827.125488
	Iteration 9Q: 3 clusters Score -545475.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -545585.687500 Penalty: 2827.125488
	Iteration 10Q: 3 clusters Score -545585.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -545683.250000 Penalty: 2827.125488
	Iteration 11Q: 3 clusters Score -545683.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -545743.125000 Penalty: 2827.125488
	Iteration 12Q: 3 clusters Score -545743.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -545775.500000 Penalty: 2827.125488
	Iteration 13Q: 3 clusters Score -545775.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -545798.937500 Penalty: 2827.125488
	Iteration 14Q: 3 clusters Score -545798.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -545812.062500 Penalty: 2827.125488
	Iteration 15Q: 3 clusters Score -545812.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -545820.000000 Penalty: 2827.125488
	Iteration 16Q: 3 clusters Score -545820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -545828.062500 Penalty: 2827.125488
	Iteration 17Q: 3 clusters Score -545828.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -545847.187500 Penalty: 2827.125488
	Iteration 18Q: 3 clusters Score -545847.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -545886.937500 Penalty: 2827.125488
	Iteration 19Q: 3 clusters Score -545886.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -545955.750000 Penalty: 2827.125488
	Iteration 20F: 3 clusters Score -545955.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -546016.312500 Penalty: 2827.125488
	Iteration 21Q: 3 clusters Score -546016.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -546061.687500 Penalty: 2827.125488
	Iteration 22Q: 3 clusters Score -546061.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -546104.500000 Penalty: 2827.125488
	Iteration 23Q: 3 clusters Score -546104.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -546134.625000 Penalty: 2827.125488
	Iteration 24Q: 3 clusters Score -546134.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -546155.500000 Penalty: 2827.125488
	Iteration 25Q: 3 clusters Score -546155.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -546172.687500 Penalty: 2827.125488
	Iteration 26Q: 3 clusters Score -546172.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -546192.687500 Penalty: 2827.125488
	Iteration 27Q: 3 clusters Score -546192.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -546202.812500 Penalty: 2827.125488
	Iteration 28Q: 3 clusters Score -546202.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -546213.937500 Penalty: 2827.125488
	Iteration 29Q: 3 clusters Score -546213.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -546220.375000 Penalty: 2827.125488
	Iteration 30Q: 3 clusters Score -546220.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -546228.750000 Penalty: 2827.125488
	Iteration 31Q: 3 clusters Score -546228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -546239.437500 Penalty: 2827.125488
	Iteration 32Q: 3 clusters Score -546239.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -546249.562500 Penalty: 2827.125488
	Iteration 33Q: 3 clusters Score -546249.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -546259.812500 Penalty: 2827.125488
	Iteration 34Q: 3 clusters Score -546259.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -546270.062500 Penalty: 2827.125488
	Iteration 35Q: 3 clusters Score -546270.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -546278.312500 Penalty: 2827.125488
	Iteration 36Q: 3 clusters Score -546278.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -546283.125000 Penalty: 2827.125488
	Iteration 37Q: 3 clusters Score -546283.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -546288.250000 Penalty: 2827.125488
	Iteration 38Q: 3 clusters Score -546288.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -546294.250000 Penalty: 2827.125488
	Iteration 39Q: 3 clusters Score -546294.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -546302.500000 Penalty: 2827.125488
	Iteration 40F: 3 clusters Score -546302.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -546308.750000 Penalty: 2827.125488
	Iteration 41Q: 3 clusters Score -546308.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -546315.750000 Penalty: 2827.125488
	Iteration 42Q: 3 clusters Score -546315.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -546324.687500 Penalty: 2827.125488
	Iteration 43Q: 3 clusters Score -546324.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -546336.687500 Penalty: 2827.125488
	Iteration 44Q: 3 clusters Score -546336.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -546351.562500 Penalty: 2827.125488
	Iteration 45Q: 3 clusters Score -546351.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -546358.812500 Penalty: 2827.125488
	Iteration 46Q: 3 clusters Score -546358.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -546368.375000 Penalty: 2827.125488
	Iteration 47Q: 3 clusters Score -546368.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -546377.187500 Penalty: 2827.125488
	Iteration 48Q: 3 clusters Score -546377.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -546385.125000 Penalty: 2827.125488
	Iteration 49Q: 3 clusters Score -546385.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -546400.750000 Penalty: 2827.125488
	Iteration 50Q: 3 clusters Score -546400.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -546411.187500 Penalty: 2827.125488
	Iteration 51Q: 3 clusters Score -546411.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -546417.937500 Penalty: 2827.125488
	Iteration 52Q: 3 clusters Score -546417.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -546427.625000 Penalty: 2827.125488
	Iteration 53Q: 3 clusters Score -546427.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -546442.187500 Penalty: 2827.125488
	Iteration 54Q: 3 clusters Score -546442.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -546456.250000 Penalty: 2827.125488
	Iteration 55Q: 3 clusters Score -546456.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -546467.500000 Penalty: 2827.125488
	Iteration 56Q: 3 clusters Score -546467.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -546474.187500 Penalty: 2827.125488
	Iteration 57Q: 3 clusters Score -546474.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -546480.750000 Penalty: 2827.125488
	Iteration 58Q: 3 clusters Score -546480.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -546489.375000 Penalty: 2827.125488
	Iteration 59Q: 3 clusters Score -546489.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -546491.750000 Penalty: 2827.125488
	Iteration 60F: 3 clusters Score -546491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -546497.750000 Penalty: 2827.125488
	Iteration 61Q: 3 clusters Score -546497.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -546500.250000 Penalty: 2827.125488
	Iteration 62Q: 3 clusters Score -546500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -546501.687500 Penalty: 2827.125488
	Iteration 63Q: 3 clusters Score -546501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -546501.187500 Penalty: 2827.125488
	Iteration 64Q: 3 clusters Score -546501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -546502.562500 Penalty: 2827.125488
	Iteration 65Q: 3 clusters Score -546502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -546502.125000 Penalty: 2827.125488
	Iteration 66Q: 3 clusters Score -546502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -546502.250000 Penalty: 2827.125488
	Iteration 67Q: 3 clusters Score -546502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -546503.000000 Penalty: 2827.125488
	Iteration 68Q: 3 clusters Score -546503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -546503.375000 Penalty: 2827.125488
	Iteration 69Q: 3 clusters Score -546503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -546503.375000 Penalty: 2827.125488
	Iteration 70F: 3 clusters Score -546503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Entering Unmasked Estep 
Score: -3904516.250000 Penalty: 1724.564575
	Iteration 0F: 2 clusters Score -3904516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3880222.500000 Penalty: 3449.129150
	Iteration 0F: 3 clusters Score -3880222 nChanged 18996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3890670.000000 Penalty: 3449.129150
	Iteration 1F: 3 clusters Score -3890670 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3891027.750000 Penalty: 3449.129150
	Iteration 2Q: 3 clusters Score -3891028 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3891353.750000 Penalty: 3449.129150
	Iteration 3Q: 3 clusters Score -3891354 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3891708.500000 Penalty: 3449.129150
	Iteration 4Q: 3 clusters Score -3891708 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3892088.000000 Penalty: 3449.129150
	Iteration 5Q: 3 clusters Score -3892088 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3892541.250000 Penalty: 3449.129150
	Iteration 6Q: 3 clusters Score -3892541 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3893226.000000 Penalty: 3449.129150
	Iteration 7Q: 3 clusters Score -3893226 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3894152.250000 Penalty: 3449.129150
	Iteration 8Q: 3 clusters Score -3894152 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3895409.000000 Penalty: 3449.129150
	Iteration 9F: 3 clusters Score -3895409 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3896901.500000 Penalty: 3449.129150
	Iteration 10F: 3 clusters Score -3896902 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3898482.000000 Penalty: 3449.129150
	Iteration 11F: 3 clusters Score -3898482 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3899632.750000 Penalty: 3449.129150
	Iteration 12Q: 3 clusters Score -3899633 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3900273.250000 Penalty: 3449.129150
	Iteration 13Q: 3 clusters Score -3900273 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3900629.500000 Penalty: 3449.129150
	Iteration 14Q: 3 clusters Score -3900630 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3900855.250000 Penalty: 3449.129150
	Iteration 15Q: 3 clusters Score -3900855 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3901082.500000 Penalty: 3449.129150
	Iteration 16Q: 3 clusters Score -3901082 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3901268.000000 Penalty: 3449.129150
	Iteration 17Q: 3 clusters Score -3901268 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3901456.000000 Penalty: 3449.129150
	Iteration 18Q: 3 clusters Score -3901456 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3901632.750000 Penalty: 3449.129150
	Iteration 19Q: 3 clusters Score -3901633 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3901684.500000 Penalty: 3449.129150
	Iteration 20F: 3 clusters Score -3901684 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3901711.250000 Penalty: 3449.129150
	Iteration 21Q: 3 clusters Score -3901711 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3901777.500000 Penalty: 3449.129150
	Iteration 22Q: 3 clusters Score -3901778 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3901845.750000 Penalty: 3449.129150
	Iteration 23Q: 3 clusters Score -3901846 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3901876.500000 Penalty: 3449.129150
	Iteration 24Q: 3 clusters Score -3901876 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3901925.500000 Penalty: 3449.129150
	Iteration 25Q: 3 clusters Score -3901926 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3901967.000000 Penalty: 3449.129150
	Iteration 26Q: 3 clusters Score -3901967 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3902050.750000 Penalty: 3449.129150
	Iteration 27Q: 3 clusters Score -3902051 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3902104.000000 Penalty: 3449.129150
	Iteration 28Q: 3 clusters Score -3902104 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3902133.500000 Penalty: 3449.129150
	Iteration 29Q: 3 clusters Score -3902134 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3902197.250000 Penalty: 3449.129150
	Iteration 30Q: 3 clusters Score -3902197 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3902244.750000 Penalty: 3449.129150
	Iteration 31Q: 3 clusters Score -3902245 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3902266.000000 Penalty: 3449.129150
	Iteration 32Q: 3 clusters Score -3902266 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3902313.500000 Penalty: 3449.129150
	Iteration 33Q: 3 clusters Score -3902314 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3902326.750000 Penalty: 3449.129150
	Iteration 34Q: 3 clusters Score -3902327 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3902381.250000 Penalty: 3449.129150
	Iteration 35Q: 3 clusters Score -3902381 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3902418.000000 Penalty: 3449.129150
	Iteration 36Q: 3 clusters Score -3902418 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3902444.000000 Penalty: 3449.129150
	Iteration 37Q: 3 clusters Score -3902444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3902482.500000 Penalty: 3449.129150
	Iteration 38Q: 3 clusters Score -3902482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3902503.750000 Penalty: 3449.129150
	Iteration 39Q: 3 clusters Score -3902504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3902574.750000 Penalty: 3449.129150
	Iteration 40F: 3 clusters Score -3902575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3902615.250000 Penalty: 3449.129150
	Iteration 41Q: 3 clusters Score -3902615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3902680.000000 Penalty: 3449.129150
	Iteration 42Q: 3 clusters Score -3902680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3902729.000000 Penalty: 3449.129150
	Iteration 43Q: 3 clusters Score -3902729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3902745.250000 Penalty: 3449.129150
	Iteration 44Q: 3 clusters Score -3902745 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3902792.250000 Penalty: 3449.129150
	Iteration 45Q: 3 clusters Score -3902792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3902822.000000 Penalty: 3449.129150
	Iteration 46Q: 3 clusters Score -3902822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3902852.500000 Penalty: 3449.129150
	Iteration 47Q: 3 clusters Score -3902852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3902881.500000 Penalty: 3449.129150
	Iteration 48Q: 3 clusters Score -3902882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3902892.500000 Penalty: 3449.129150
	Iteration 49Q: 3 clusters Score -3902892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3902917.250000 Penalty: 3449.129150
	Iteration 50Q: 3 clusters Score -3902917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3902925.250000 Penalty: 3449.129150
	Iteration 51Q: 3 clusters Score -3902925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3902938.250000 Penalty: 3449.129150
	Iteration 52Q: 3 clusters Score -3902938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3902959.750000 Penalty: 3449.129150
	Iteration 53Q: 3 clusters Score -3902960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3902963.500000 Penalty: 3449.129150
	Iteration 54Q: 3 clusters Score -3902964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3902968.000000 Penalty: 3449.129150
	Iteration 55Q: 3 clusters Score -3902968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3902970.750000 Penalty: 3449.129150
	Iteration 56Q: 3 clusters Score -3902971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3902978.500000 Penalty: 3449.129150
	Iteration 57Q: 3 clusters Score -3902978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3902988.000000 Penalty: 3449.129150
	Iteration 58Q: 3 clusters Score -3902988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3902992.500000 Penalty: 3449.129150
	Iteration 59Q: 3 clusters Score -3902992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3902993.750000 Penalty: 3449.129150
	Iteration 60F: 3 clusters Score -3902994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3903006.750000 Penalty: 3449.129150
	Iteration 61Q: 3 clusters Score -3903007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3903001.000000 Penalty: 3449.129150
	Iteration 62Q: 3 clusters Score -3903001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3902999.000000 Penalty: 3449.129150
	Iteration 63Q: 3 clusters Score -3902999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3902997.750000 Penalty: 3449.129150
	Iteration 64Q: 3 clusters Score -3902998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3903005.000000 Penalty: 3449.129150
	Iteration 65Q: 3 clusters Score -3903005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3903004.000000 Penalty: 3449.129150
	Iteration 66Q: 3 clusters Score -3903004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3903005.250000 Penalty: 3449.129150
	Iteration 67Q: 3 clusters Score -3903005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3903005.750000 Penalty: 3449.129150
	Iteration 68Q: 3 clusters Score -3903006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3903010.250000 Penalty: 3449.129150
	Iteration 69Q: 3 clusters Score -3903010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3903013.500000 Penalty: 3449.129150
	Iteration 70Q: 3 clusters Score -3903014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3903018.750000 Penalty: 3449.129150
	Iteration 71Q: 3 clusters Score -3903019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3903022.000000 Penalty: 3449.129150
	Iteration 72Q: 3 clusters Score -3903022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3903028.250000 Penalty: 3449.129150
	Iteration 73Q: 3 clusters Score -3903028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3903023.750000 Penalty: 3449.129150
	Iteration 74Q: 3 clusters Score -3903024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3903030.250000 Penalty: 3449.129150
	Iteration 75Q: 3 clusters Score -3903030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3903030.250000 Penalty: 3449.129150
	Iteration 76Q: 3 clusters Score -3903030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3903035.000000 Penalty: 3449.129150
	Iteration 77Q: 3 clusters Score -3903035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3903037.750000 Penalty: 3449.129150
	Iteration 78Q: 3 clusters Score -3903038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3903034.000000 Penalty: 3449.129150
	Iteration 79Q: 3 clusters Score -3903034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3903034.000000 Penalty: 3449.129150
	Iteration 80F: 3 clusters Score -3903034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -128836.671875 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -128836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -127112.617188 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -127112.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -127485.375000 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -127485.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -127611.718750 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -127611.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -127700.226562 Penalty: 2365.778564
	Iteration 3F: 3 clusters Score -127700.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127761.820312 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -127761.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127801.382812 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -127801.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -127827.953125 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -127828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127855.882812 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -127855.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127876.273438 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -127876.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127889.585938 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -127889.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -127896.375000 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -127896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -127904.484375 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -127904.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -127910.609375 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -127910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -127913.039062 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -127913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -127913.710938 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -127913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -127913.710938 Penalty: 2365.778564
	Iteration 15F: 3 clusters Score -127913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -87527.531250 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -87527.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86136.804688 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -86136.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86638.343750 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -86638.34 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86932.335938 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -86932.34 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87098.695312 Penalty: 2281.271484
	Iteration 3F: 3 clusters Score -87098.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -87203.695312 Penalty: 2281.271484
	Iteration 4F: 3 clusters Score -87203.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -87259.156250 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -87259.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -87286.937500 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -87286.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -87302.695312 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -87302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -87306.085938 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -87306.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -87310.203125 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -87310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -87313.023438 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -87313.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -87318.093750 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -87318.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -87322.390625 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -87322.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -87323.812500 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -87323.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -87326.531250 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -87326.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -87326.531250 Penalty: 2281.271484
	Iteration 15F: 3 clusters Score -87326.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -495635.281250 Penalty: 1398.077637
	Iteration 0F: 2 clusters Score -495635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -491392.593750 Penalty: 2796.155273
	Iteration 0F: 3 clusters Score -491392.6 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -492575.187500 Penalty: 2796.155273
	Iteration 1F: 3 clusters Score -492575.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -492813.031250 Penalty: 2796.155273
	Iteration 2F: 3 clusters Score -492813 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -492971.781250 Penalty: 2796.155273
	Iteration 3F: 3 clusters Score -492971.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -493118.125000 Penalty: 2796.155273
	Iteration 4Q: 3 clusters Score -493118.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -493275.843750 Penalty: 2796.155273
	Iteration 5Q: 3 clusters Score -493275.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -493432.031250 Penalty: 2796.155273
	Iteration 6Q: 3 clusters Score -493432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -493630.125000 Penalty: 2796.155273
	Iteration 7Q: 3 clusters Score -493630.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -493854.187500 Penalty: 2796.155273
	Iteration 8Q: 3 clusters Score -493854.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -494108.312500 Penalty: 2796.155273
	Iteration 9Q: 3 clusters Score -494108.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -494402.468750 Penalty: 2796.155273
	Iteration 10Q: 3 clusters Score -494402.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -494659.781250 Penalty: 2796.155273
	Iteration 11Q: 3 clusters Score -494659.8 nChanged 227
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: -494875.750000 Penalty: 2796.155273
	Iteration 12Q: 3 clusters Score -494875.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -495044.343750 Penalty: 2796.155273
	Iteration 13Q: 3 clusters Score -495044.3 nChanged 142
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: -495124.187500 Penalty: 2796.155273
	Iteration 14Q: 3 clusters Score -495124.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -495175.031250 Penalty: 2796.155273
	Iteration 15Q: 3 clusters Score -495175 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -495200.593750 Penalty: 2796.155273
	Iteration 16Q: 3 clusters Score -495200.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -495216.312500 Penalty: 2796.155273
	Iteration 17Q: 3 clusters Score -495216.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -495218.531250 Penalty: 2796.155273
	Iteration 18Q: 3 clusters Score -495218.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -495223.343750 Penalty: 2796.155273
	Iteration 19Q: 3 clusters Score -495223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -495225.062500 Penalty: 2796.155273
	Iteration 20F: 3 clusters Score -495225.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -495226.750000 Penalty: 2796.155273
	Iteration 21Q: 3 clusters Score -495226.8 nChanged 11
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: -495229.812500 Penalty: 2796.155273
	Iteration 22Q: 3 clusters Score -495229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -495231.875000 Penalty: 2796.155273
	Iteration 23Q: 3 clusters Score -495231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -495231.906250 Penalty: 2796.155273
	Iteration 24Q: 3 clusters Score -495231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -495232.593750 Penalty: 2796.155273
	Iteration 25Q: 3 clusters Score -495232.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -495233.843750 Penalty: 2796.155273
	Iteration 26Q: 3 clusters Score -495233.8 nChanged 5
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: -495235.625000 Penalty: 2796.155273
	Iteration 27Q: 3 clusters Score -495235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -495235.687500 Penalty: 2796.155273
	Iteration 28Q: 3 clusters Score -495235.7 nChanged 5
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: -495236.218750 Penalty: 2796.155273
	Iteration 29Q: 3 clusters Score -495236.2 nChanged 2
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: -495237.187500 Penalty: 2796.155273
	Iteration 30Q: 3 clusters Score -495237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -495237.187500 Penalty: 2796.155273
	Iteration 31Q: 3 clusters Score -495237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -495239.750000 Penalty: 2796.155273
	Iteration 32Q: 3 clusters Score -495239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -495239.593750 Penalty: 2796.155273
	Iteration 33Q: 3 clusters Score -495239.6 nChanged 3
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: -495240.781250 Penalty: 2796.155273
	Iteration 34Q: 3 clusters Score -495240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -495241.156250 Penalty: 2796.155273
	Iteration 35Q: 3 clusters Score -495241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -495241.875000 Penalty: 2796.155273
	Iteration 36Q: 3 clusters Score -495241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -495242.843750 Penalty: 2796.155273
	Iteration 37Q: 3 clusters Score -495242.8 nChanged 5
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: -495243.750000 Penalty: 2796.155273
	Iteration 38Q: 3 clusters Score -495243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -495245.468750 Penalty: 2796.155273
	Iteration 39Q: 3 clusters Score -495245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -495245.531250 Penalty: 2796.155273
	Iteration 40F: 3 clusters Score -495245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -495248.718750 Penalty: 2796.155273
	Iteration 41Q: 3 clusters Score -495248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -495247.812500 Penalty: 2796.155273
	Iteration 42Q: 3 clusters Score -495247.8 nChanged 2
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: -495248.531250 Penalty: 2796.155273
	Iteration 43Q: 3 clusters Score -495248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -495248.375000 Penalty: 2796.155273
	Iteration 44Q: 3 clusters Score -495248.4 nChanged 2
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: -495249.875000 Penalty: 2796.155273
	Iteration 45Q: 3 clusters Score -495249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -495250.656250 Penalty: 2796.155273
	Iteration 46Q: 3 clusters Score -495250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -495249.875000 Penalty: 2796.155273
	Iteration 47Q: 3 clusters Score -495249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -495250.375000 Penalty: 2796.155273
	Iteration 48Q: 3 clusters Score -495250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -495250.375000 Penalty: 2796.155273
	Iteration 49F: 3 clusters Score -495250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -794651.937500 Penalty: 1465.931274
	Iteration 0F: 2 clusters Score -794651.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -788558.437500 Penalty: 2931.862549
	Iteration 0F: 3 clusters Score -788558.4 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -790386.437500 Penalty: 2931.862549
	Iteration 1F: 3 clusters Score -790386.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -790604.812500 Penalty: 2931.862549
	Iteration 2F: 3 clusters Score -790604.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -790813.312500 Penalty: 2931.862549
	Iteration 3F: 3 clusters Score -790813.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -791055.937500 Penalty: 2931.862549
	Iteration 4F: 3 clusters Score -791055.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -791302.812500 Penalty: 2931.862549
	Iteration 5F: 3 clusters Score -791302.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -791567.437500 Penalty: 2931.862549
	Iteration 6F: 3 clusters Score -791567.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -791831.000000 Penalty: 2931.862549
	Iteration 7F: 3 clusters Score -791831 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -792051.250000 Penalty: 2931.862549
	Iteration 8Q: 3 clusters Score -792051.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -792234.375000 Penalty: 2931.862549
	Iteration 9Q: 3 clusters Score -792234.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -792411.312500 Penalty: 2931.862549
	Iteration 10Q: 3 clusters Score -792411.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -792579.250000 Penalty: 2931.862549
	Iteration 11Q: 3 clusters Score -792579.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -792736.750000 Penalty: 2931.862549
	Iteration 12Q: 3 clusters Score -792736.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -792884.375000 Penalty: 2931.862549
	Iteration 13Q: 3 clusters Score -792884.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -793045.000000 Penalty: 2931.862549
	Iteration 14Q: 3 clusters Score -793045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -793202.437500 Penalty: 2931.862549
	Iteration 15Q: 3 clusters Score -793202.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -793381.562500 Penalty: 2931.862549
	Iteration 16Q: 3 clusters Score -793381.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -793530.937500 Penalty: 2931.862549
	Iteration 17Q: 3 clusters Score -793530.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -793652.687500 Penalty: 2931.862549
	Iteration 18Q: 3 clusters Score -793652.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -793722.812500 Penalty: 2931.862549
	Iteration 19Q: 3 clusters Score -793722.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -793751.625000 Penalty: 2931.862549
	Iteration 20F: 3 clusters Score -793751.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -793769.125000 Penalty: 2931.862549
	Iteration 21Q: 3 clusters Score -793769.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -793779.750000 Penalty: 2931.862549
	Iteration 22Q: 3 clusters Score -793779.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -793786.312500 Penalty: 2931.862549
	Iteration 23Q: 3 clusters Score -793786.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -793792.125000 Penalty: 2931.862549
	Iteration 24Q: 3 clusters Score -793792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -793795.875000 Penalty: 2931.862549
	Iteration 25Q: 3 clusters Score -793795.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -793799.687500 Penalty: 2931.862549
	Iteration 26Q: 3 clusters Score -793799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -793801.687500 Penalty: 2931.862549
	Iteration 27Q: 3 clusters Score -793801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -793801.937500 Penalty: 2931.862549
	Iteration 28Q: 3 clusters Score -793801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -793802.375000 Penalty: 2931.862549
	Iteration 29Q: 3 clusters Score -793802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -793802.375000 Penalty: 2931.862549
	Iteration 30Q: 3 clusters Score -793802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -793802.437500 Penalty: 2931.862549
	Iteration 31Q: 3 clusters Score -793802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -793803.062500 Penalty: 2931.862549
	Iteration 32Q: 3 clusters Score -793803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -793803.312500 Penalty: 2931.862549
	Iteration 33Q: 3 clusters Score -793803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -793803.625000 Penalty: 2931.862549
	Iteration 34Q: 3 clusters Score -793803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -793803.625000 Penalty: 2931.862549
	Iteration 35F: 3 clusters Score -793803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (35710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Entering Unmasked Estep 
Score: -3475567.750000 Penalty: 1703.517700
	Iteration 0F: 2 clusters Score -3475568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3453249.500000 Penalty: 3407.035400
	Iteration 0F: 3 clusters Score -3453250 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3462145.000000 Penalty: 3407.035400
	Iteration 1F: 3 clusters Score -3462145 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3462450.750000 Penalty: 3407.035400
	Iteration 2Q: 3 clusters Score -3462451 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3462743.750000 Penalty: 3407.035400
	Iteration 3Q: 3 clusters Score -3462744 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3463025.750000 Penalty: 3407.035400
	Iteration 4Q: 3 clusters Score -3463026 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3463355.000000 Penalty: 3407.035400
	Iteration 5Q: 3 clusters Score -3463355 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3463873.000000 Penalty: 3407.035400
	Iteration 6Q: 3 clusters Score -3463873 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3464652.250000 Penalty: 3407.035400
	Iteration 7Q: 3 clusters Score -3464652 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3465887.250000 Penalty: 3407.035400
	Iteration 8F: 3 clusters Score -3465887 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3467498.250000 Penalty: 3407.035400
	Iteration 9F: 3 clusters Score -3467498 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3469250.250000 Penalty: 3407.035400
	Iteration 10F: 3 clusters Score -3469250 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3470998.250000 Penalty: 3407.035400
	Iteration 11F: 3 clusters Score -3470998 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -3472408.750000 Penalty: 3407.035400
	Iteration 12Q: 3 clusters Score -3472409 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3473367.000000 Penalty: 3407.035400
	Iteration 13Q: 3 clusters Score -3473367 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3473939.750000 Penalty: 3407.035400
	Iteration 14Q: 3 clusters Score -3473940 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3474248.250000 Penalty: 3407.035400
	Iteration 15Q: 3 clusters Score -3474248 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3474425.000000 Penalty: 3407.035400
	Iteration 16Q: 3 clusters Score -3474425 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3474554.500000 Penalty: 3407.035400
	Iteration 17Q: 3 clusters Score -3474554 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3474650.750000 Penalty: 3407.035400
	Iteration 18Q: 3 clusters Score -3474651 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -3474708.000000 Penalty: 3407.035400
	Iteration 19Q: 3 clusters Score -3474708 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -3474764.000000 Penalty: 3407.035400
	Iteration 20F: 3 clusters Score -3474764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3474796.750000 Penalty: 3407.035400
	Iteration 21Q: 3 clusters Score -3474797 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -3474846.000000 Penalty: 3407.035400
	Iteration 22Q: 3 clusters Score -3474846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -3474871.000000 Penalty: 3407.035400
	Iteration 23Q: 3 clusters Score -3474871 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -3474893.500000 Penalty: 3407.035400
	Iteration 24Q: 3 clusters Score -3474894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -3474912.500000 Penalty: 3407.035400
	Iteration 25Q: 3 clusters Score -3474912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -3474940.000000 Penalty: 3407.035400
	Iteration 26Q: 3 clusters Score -3474940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3474960.500000 Penalty: 3407.035400
	Iteration 27Q: 3 clusters Score -3474960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -3474973.250000 Penalty: 3407.035400
	Iteration 28Q: 3 clusters Score -3474973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -3474963.000000 Penalty: 3407.035400
	Iteration 29Q: 3 clusters Score -3474963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -3474944.000000 Penalty: 3407.035400
	Iteration 30Q: 3 clusters Score -3474944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -3474931.250000 Penalty: 3407.035400
	Iteration 31Q: 3 clusters Score -3474931 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -3474922.500000 Penalty: 3407.035400
	Iteration 32Q: 3 clusters Score -3474922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -3474909.000000 Penalty: 3407.035400
	Iteration 33Q: 3 clusters Score -3474909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3474882.750000 Penalty: 3407.035400
	Iteration 34Q: 3 clusters Score -3474883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -3474865.500000 Penalty: 3407.035400
	Iteration 35Q: 3 clusters Score -3474866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -3474849.750000 Penalty: 3407.035400
	Iteration 36Q: 3 clusters Score -3474850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -3474832.250000 Penalty: 3407.035400
	Iteration 37Q: 3 clusters Score -3474832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -3474823.750000 Penalty: 3407.035400
	Iteration 38Q: 3 clusters Score -3474824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -3474818.750000 Penalty: 3407.035400
	Iteration 39Q: 3 clusters Score -3474819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -3474815.500000 Penalty: 3407.035400
	Iteration 40F: 3 clusters Score -3474816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3474812.250000 Penalty: 3407.035400
	Iteration 41Q: 3 clusters Score -3474812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -3474800.000000 Penalty: 3407.035400
	Iteration 42Q: 3 clusters Score -3474800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3474790.500000 Penalty: 3407.035400
	Iteration 43Q: 3 clusters Score -3474790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -3474776.750000 Penalty: 3407.035400
	Iteration 44Q: 3 clusters Score -3474777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -3474764.750000 Penalty: 3407.035400
	Iteration 45Q: 3 clusters Score -3474765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -3474765.000000 Penalty: 3407.035400
	Iteration 46Q: 3 clusters Score -3474765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3474758.500000 Penalty: 3407.035400
	Iteration 47Q: 3 clusters Score -3474758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -3474752.250000 Penalty: 3407.035400
	Iteration 48Q: 3 clusters Score -3474752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -3474756.250000 Penalty: 3407.035400
	Iteration 49Q: 3 clusters Score -3474756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -3474748.500000 Penalty: 3407.035400
	Iteration 50Q: 3 clusters Score -3474748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -3474742.750000 Penalty: 3407.035400
	Iteration 51Q: 3 clusters Score -3474743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3474734.500000 Penalty: 3407.035400
	Iteration 52Q: 3 clusters Score -3474734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3474732.250000 Penalty: 3407.035400
	Iteration 53Q: 3 clusters Score -3474732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -3474720.750000 Penalty: 3407.035400
	Iteration 54Q: 3 clusters Score -3474721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -3474724.500000 Penalty: 3407.035400
	Iteration 55Q: 3 clusters Score -3474724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3474722.750000 Penalty: 3407.035400
	Iteration 56Q: 3 clusters Score -3474723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -3474716.750000 Penalty: 3407.035400
	Iteration 57Q: 3 clusters Score -3474717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -3474716.250000 Penalty: 3407.035400
	Iteration 58Q: 3 clusters Score -3474716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3474707.250000 Penalty: 3407.035400
	Iteration 59Q: 3 clusters Score -3474707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -3474704.000000 Penalty: 3407.035400
	Iteration 60F: 3 clusters Score -3474704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -3474700.000000 Penalty: 3407.035400
	Iteration 61Q: 3 clusters Score -3474700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -3474691.750000 Penalty: 3407.035400
	Iteration 62Q: 3 clusters Score -3474692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -3474691.000000 Penalty: 3407.035400
	Iteration 63Q: 3 clusters Score -3474691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -3474681.000000 Penalty: 3407.035400
	Iteration 64Q: 3 clusters Score -3474681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3474676.000000 Penalty: 3407.035400
	Iteration 65Q: 3 clusters Score -3474676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -3474675.500000 Penalty: 3407.035400
	Iteration 66Q: 3 clusters Score -3474676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -3474674.500000 Penalty: 3407.035400
	Iteration 67Q: 3 clusters Score -3474674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -3474674.500000 Penalty: 3407.035400
	Iteration 68Q: 3 clusters Score -3474674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -3474667.750000 Penalty: 3407.035400
	Iteration 69Q: 3 clusters Score -3474668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -3474664.000000 Penalty: 3407.035400
	Iteration 70Q: 3 clusters Score -3474664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -3474658.750000 Penalty: 3407.035400
	Iteration 71Q: 3 clusters Score -3474659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -3474653.750000 Penalty: 3407.035400
	Iteration 72Q: 3 clusters Score -3474654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -3474650.250000 Penalty: 3407.035400
	Iteration 73Q: 3 clusters Score -3474650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -3474651.000000 Penalty: 3407.035400
	Iteration 74Q: 3 clusters Score -3474651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -3474648.000000 Penalty: 3407.035400
	Iteration 75Q: 3 clusters Score -3474648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -3474647.000000 Penalty: 3407.035400
	Iteration 76Q: 3 clusters Score -3474647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -3474646.250000 Penalty: 3407.035400
	Iteration 77Q: 3 clusters Score -3474646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -3474641.000000 Penalty: 3407.035400
	Iteration 78Q: 3 clusters Score -3474641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -3474640.750000 Penalty: 3407.035400
	Iteration 79Q: 3 clusters Score -3474641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -3474638.750000 Penalty: 3407.035400
	Iteration 80F: 3 clusters Score -3474639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -3474636.500000 Penalty: 3407.035400
	Iteration 81Q: 3 clusters Score -3474636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -3474636.750000 Penalty: 3407.035400
	Iteration 82Q: 3 clusters Score -3474637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -3474635.250000 Penalty: 3407.035400
	Iteration 83Q: 3 clusters Score -3474635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -3474637.250000 Penalty: 3407.035400
	Iteration 84Q: 3 clusters Score -3474637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -3474631.000000 Penalty: 3407.035400
	Iteration 85Q: 3 clusters Score -3474631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -3474634.750000 Penalty: 3407.035400
	Iteration 86Q: 3 clusters Score -3474635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -3474635.500000 Penalty: 3407.035400
	Iteration 87Q: 3 clusters Score -3474636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -3474638.750000 Penalty: 3407.035400
	Iteration 88Q: 3 clusters Score -3474639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3474635.750000 Penalty: 3407.035400
	Iteration 89Q: 3 clusters Score -3474636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3474633.500000 Penalty: 3407.035400
	Iteration 90Q: 3 clusters Score -3474634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -3474637.250000 Penalty: 3407.035400
	Iteration 91Q: 3 clusters Score -3474637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -3474634.500000 Penalty: 3407.035400
	Iteration 92Q: 3 clusters Score -3474634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -3474632.000000 Penalty: 3407.035400
	Iteration 93Q: 3 clusters Score -3474632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3474630.000000 Penalty: 3407.035400
	Iteration 94Q: 3 clusters Score -3474630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -3474629.750000 Penalty: 3407.035400
	Iteration 95Q: 3 clusters Score -3474630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -3474629.750000 Penalty: 3407.035400
	Iteration 96F: 3 clusters Score -3474630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -319090.250000 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -319090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -316057.250000 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -316057.2 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -316898.062500 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -316898.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -317098.812500 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -317098.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -317263.156250 Penalty: 2658.695312
	Iteration 3F: 3 clusters Score -317263.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -317372.437500 Penalty: 2658.695312
	Iteration 4Q: 3 clusters Score -317372.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -317460.937500 Penalty: 2658.695312
	Iteration 5Q: 3 clusters Score -317460.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -317527.468750 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -317527.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317579.781250 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -317579.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -317626.875000 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -317626.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -317681.531250 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -317681.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -317740.062500 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -317740.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -317785.312500 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -317785.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -317820.468750 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -317820.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -317862.218750 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -317862.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -317902.937500 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -317902.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -317934.718750 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -317934.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -317958.156250 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -317958.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -317981.875000 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -317981.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -318009.281250 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -318009.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -318029.656250 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -318029.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -318046.625000 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -318046.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -318053.531250 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -318053.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -318056.000000 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -318056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -318058.593750 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -318058.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -318060.312500 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -318060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -318061.718750 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -318061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -318063.718750 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -318063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -318066.531250 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -318066.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -318067.968750 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -318068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -318070.625000 Penalty: 2658.695312
	Iteration 29Q: 3 clusters Score -318070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -318075.843750 Penalty: 2658.695312
	Iteration 30Q: 3 clusters Score -318075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -318081.812500 Penalty: 2658.695312
	Iteration 31Q: 3 clusters Score -318081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -318086.250000 Penalty: 2658.695312
	Iteration 32Q: 3 clusters Score -318086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -318090.125000 Penalty: 2658.695312
	Iteration 33Q: 3 clusters Score -318090.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -318096.937500 Penalty: 2658.695312
	Iteration 34Q: 3 clusters Score -318096.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -318106.062500 Penalty: 2658.695312
	Iteration 35Q: 3 clusters Score -318106.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -318111.531250 Penalty: 2658.695312
	Iteration 36Q: 3 clusters Score -318111.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -318121.312500 Penalty: 2658.695312
	Iteration 37Q: 3 clusters Score -318121.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -318126.843750 Penalty: 2658.695312
	Iteration 38Q: 3 clusters Score -318126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -318131.343750 Penalty: 2658.695312
	Iteration 39Q: 3 clusters Score -318131.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -318135.250000 Penalty: 2658.695312
	Iteration 40F: 3 clusters Score -318135.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -318140.031250 Penalty: 2658.695312
	Iteration 41Q: 3 clusters Score -318140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -318143.656250 Penalty: 2658.695312
	Iteration 42Q: 3 clusters Score -318143.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -318148.406250 Penalty: 2658.695312
	Iteration 43Q: 3 clusters Score -318148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -318151.406250 Penalty: 2658.695312
	Iteration 44Q: 3 clusters Score -318151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -318152.812500 Penalty: 2658.695312
	Iteration 45Q: 3 clusters Score -318152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -318153.250000 Penalty: 2658.695312
	Iteration 46Q: 3 clusters Score -318153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -318153.250000 Penalty: 2658.695312
	Iteration 47F: 3 clusters Score -318153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -76892.664062 Penalty: 1096.673462
	Iteration 0F: 2 clusters Score -76892.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75572.171875 Penalty: 2193.346924
	Iteration 0F: 3 clusters Score -75572.17 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75812.398438 Penalty: 2193.346924
	Iteration 1F: 3 clusters Score -75812.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75876.359375 Penalty: 2193.346924
	Iteration 2F: 3 clusters Score -75876.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75917.031250 Penalty: 2193.346924
	Iteration 3Q: 3 clusters Score -75917.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75947.718750 Penalty: 2193.346924
	Iteration 4Q: 3 clusters Score -75947.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75961.500000 Penalty: 2193.346924
	Iteration 5Q: 3 clusters Score -75961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75964.734375 Penalty: 2193.346924
	Iteration 6Q: 3 clusters Score -75964.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75968.757812 Penalty: 2193.346924
	Iteration 7Q: 3 clusters Score -75968.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75973.882812 Penalty: 2193.346924
	Iteration 8Q: 3 clusters Score -75973.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75979.773438 Penalty: 2193.346924
	Iteration 9Q: 3 clusters Score -75979.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75990.031250 Penalty: 2193.346924
	Iteration 10Q: 3 clusters Score -75990.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75992.679688 Penalty: 2193.346924
	Iteration 11Q: 3 clusters Score -75992.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75994.476562 Penalty: 2193.346924
	Iteration 12Q: 3 clusters Score -75994.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75994.843750 Penalty: 2193.346924
	Iteration 13Q: 3 clusters Score -75994.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75994.843750 Penalty: 2193.346924
	Iteration 14F: 3 clusters Score -75994.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -151354.390625 Penalty: 1210.921143
	Iteration 0F: 2 clusters Score -151354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -149428.546875 Penalty: 2421.842285
	Iteration 0F: 3 clusters Score -149428.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -149902.687500 Penalty: 2421.842285
	Iteration 1F: 3 clusters Score -149902.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150121.484375 Penalty: 2421.842285
	Iteration 2F: 3 clusters Score -150121.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -150291.734375 Penalty: 2421.842285
	Iteration 3F: 3 clusters Score -150291.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -150465.921875 Penalty: 2421.842285
	Iteration 4F: 3 clusters Score -150465.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -150630.937500 Penalty: 2421.842285
	Iteration 5F: 3 clusters Score -150630.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -150780.859375 Penalty: 2421.842285
	Iteration 6F: 3 clusters Score -150780.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -150875.703125 Penalty: 2421.842285
	Iteration 7Q: 3 clusters Score -150875.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150922.140625 Penalty: 2421.842285
	Iteration 8Q: 3 clusters Score -150922.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150950.250000 Penalty: 2421.842285
	Iteration 9Q: 3 clusters Score -150950.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -150973.500000 Penalty: 2421.842285
	Iteration 10Q: 3 clusters Score -150973.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -150986.421875 Penalty: 2421.842285
	Iteration 11Q: 3 clusters Score -150986.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150997.328125 Penalty: 2421.842285
	Iteration 12Q: 3 clusters Score -150997.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -151005.781250 Penalty: 2421.842285
	Iteration 13Q: 3 clusters Score -151005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151008.609375 Penalty: 2421.842285
	Iteration 14Q: 3 clusters Score -151008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151010.703125 Penalty: 2421.842285
	Iteration 15Q: 3 clusters Score -151010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -151011.328125 Penalty: 2421.842285
	Iteration 16Q: 3 clusters Score -151011.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -151011.328125 Penalty: 2421.842285
	Iteration 17F: 3 clusters Score -151011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -415919.750000 Penalty: 1368.145996
	Iteration 0F: 2 clusters Score -415919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -412191.187500 Penalty: 2736.291992
	Iteration 0F: 3 clusters Score -412191.2 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -413165.375000 Penalty: 2736.291992
	Iteration 1F: 3 clusters Score -413165.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -413343.843750 Penalty: 2736.291992
	Iteration 2F: 3 clusters Score -413343.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -413498.000000 Penalty: 2736.291992
	Iteration 3F: 3 clusters Score -413498 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -413636.906250 Penalty: 2736.291992
	Iteration 4Q: 3 clusters Score -413636.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -413766.625000 Penalty: 2736.291992
	Iteration 5Q: 3 clusters Score -413766.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -413861.937500 Penalty: 2736.291992
	Iteration 6Q: 3 clusters Score -413861.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -413933.687500 Penalty: 2736.291992
	Iteration 7Q: 3 clusters Score -413933.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -413996.093750 Penalty: 2736.291992
	Iteration 8Q: 3 clusters Score -413996.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -414053.843750 Penalty: 2736.291992
	Iteration 9Q: 3 clusters Score -414053.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -414117.156250 Penalty: 2736.291992
	Iteration 10Q: 3 clusters Score -414117.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -414179.625000 Penalty: 2736.291992
	Iteration 11Q: 3 clusters Score -414179.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -414232.875000 Penalty: 2736.291992
	Iteration 12Q: 3 clusters Score -414232.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -414280.406250 Penalty: 2736.291992
	Iteration 13Q: 3 clusters Score -414280.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -414331.187500 Penalty: 2736.291992
	Iteration 14Q: 3 clusters Score -414331.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -414384.968750 Penalty: 2736.291992
	Iteration 15Q: 3 clusters Score -414385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -414439.093750 Penalty: 2736.291992
	Iteration 16Q: 3 clusters Score -414439.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -414490.875000 Penalty: 2736.291992
	Iteration 17Q: 3 clusters Score -414490.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -414542.406250 Penalty: 2736.291992
	Iteration 18Q: 3 clusters Score -414542.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -414605.093750 Penalty: 2736.291992
	Iteration 19Q: 3 clusters Score -414605.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -414651.968750 Penalty: 2736.291992
	Iteration 20F: 3 clusters Score -414652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -414684.000000 Penalty: 2736.291992
	Iteration 21Q: 3 clusters Score -414684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -414705.781250 Penalty: 2736.291992
	Iteration 22Q: 3 clusters Score -414705.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -414722.437500 Penalty: 2736.291992
	Iteration 23Q: 3 clusters Score -414722.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -414733.781250 Penalty: 2736.291992
	Iteration 24Q: 3 clusters Score -414733.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -414745.750000 Penalty: 2736.291992
	Iteration 25Q: 3 clusters Score -414745.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -414753.468750 Penalty: 2736.291992
	Iteration 26Q: 3 clusters Score -414753.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -414758.468750 Penalty: 2736.291992
	Iteration 27Q: 3 clusters Score -414758.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -414763.375000 Penalty: 2736.291992
	Iteration 28Q: 3 clusters Score -414763.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -414765.906250 Penalty: 2736.291992
	Iteration 29Q: 3 clusters Score -414765.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -414767.437500 Penalty: 2736.291992
	Iteration 30Q: 3 clusters Score -414767.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -414770.781250 Penalty: 2736.291992
	Iteration 31Q: 3 clusters Score -414770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -414771.968750 Penalty: 2736.291992
	Iteration 32Q: 3 clusters Score -414772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -414774.218750 Penalty: 2736.291992
	Iteration 33Q: 3 clusters Score -414774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -414774.656250 Penalty: 2736.291992
	Iteration 34Q: 3 clusters Score -414774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -414775.937500 Penalty: 2736.291992
	Iteration 35Q: 3 clusters Score -414775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -414776.156250 Penalty: 2736.291992
	Iteration 36Q: 3 clusters Score -414776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -414776.750000 Penalty: 2736.291992
	Iteration 37Q: 3 clusters Score -414776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -414778.562500 Penalty: 2736.291992
	Iteration 38Q: 3 clusters Score -414778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -414778.375000 Penalty: 2736.291992
	Iteration 39Q: 3 clusters Score -414778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -414778.375000 Penalty: 2736.291992
	Iteration 40F: 3 clusters Score -414778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Entering Unmasked Estep 
Score: -453509.843750 Penalty: 1382.377930
	Iteration 0F: 2 clusters Score -453509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -449585.093750 Penalty: 2764.755859
	Iteration 0F: 3 clusters Score -449585.1 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -450725.500000 Penalty: 2764.755859
	Iteration 1F: 3 clusters Score -450725.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -451049.468750 Penalty: 2764.755859
	Iteration 2F: 3 clusters Score -451049.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -451343.843750 Penalty: 2764.755859
	Iteration 3F: 3 clusters Score -451343.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -451599.125000 Penalty: 2764.755859
	Iteration 4F: 3 clusters Score -451599.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -451849.593750 Penalty: 2764.755859
	Iteration 5F: 3 clusters Score -451849.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -452112.312500 Penalty: 2764.755859
	Iteration 6F: 3 clusters Score -452112.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -452357.750000 Penalty: 2764.755859
	Iteration 7Q: 3 clusters Score -452357.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -452510.125000 Penalty: 2764.755859
	Iteration 8Q: 3 clusters Score -452510.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -452627.562500 Penalty: 2764.755859
	Iteration 9Q: 3 clusters Score -452627.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -452710.562500 Penalty: 2764.755859
	Iteration 10Q: 3 clusters Score -452710.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -452757.312500 Penalty: 2764.755859
	Iteration 11Q: 3 clusters Score -452757.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -452783.218750 Penalty: 2764.755859
	Iteration 12Q: 3 clusters Score -452783.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -452797.750000 Penalty: 2764.755859
	Iteration 13Q: 3 clusters Score -452797.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -452807.218750 Penalty: 2764.755859
	Iteration 14Q: 3 clusters Score -452807.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -452813.625000 Penalty: 2764.755859
	Iteration 15Q: 3 clusters Score -452813.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -452818.625000 Penalty: 2764.755859
	Iteration 16Q: 3 clusters Score -452818.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -452822.562500 Penalty: 2764.755859
	Iteration 17Q: 3 clusters Score -452822.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -452824.875000 Penalty: 2764.755859
	Iteration 18Q: 3 clusters Score -452824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -452825.156250 Penalty: 2764.755859
	Iteration 19Q: 3 clusters Score -452825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -452825.906250 Penalty: 2764.755859
	Iteration 20F: 3 clusters Score -452825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (28262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Entering Unmasked Estep 
Score: -2780250.500000 Penalty: 1665.506958
	Iteration 0F: 2 clusters Score -2780250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2762879.000000 Penalty: 3331.013916
	Iteration 0F: 3 clusters Score -2762879 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2770023.250000 Penalty: 3331.013916
	Iteration 1F: 3 clusters Score -2770023 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2770501.250000 Penalty: 3331.013916
	Iteration 2Q: 3 clusters Score -2770501 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2771101.250000 Penalty: 3331.013916
	Iteration 3Q: 3 clusters Score -2771101 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2772097.000000 Penalty: 3331.013916
	Iteration 4F: 3 clusters Score -2772097 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2773517.250000 Penalty: 3331.013916
	Iteration 5F: 3 clusters Score -2773517 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2775121.750000 Penalty: 3331.013916
	Iteration 6F: 3 clusters Score -2775122 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2776570.500000 Penalty: 3331.013916
	Iteration 7F: 3 clusters Score -2776570 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2777708.250000 Penalty: 3331.013916
	Iteration 8F: 3 clusters Score -2777708 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2778385.250000 Penalty: 3331.013916
	Iteration 9F: 3 clusters Score -2778385 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2778671.500000 Penalty: 3331.013916
	Iteration 10Q: 3 clusters Score -2778672 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -2778764.750000 Penalty: 3331.013916
	Iteration 11Q: 3 clusters Score -2778765 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -2778782.500000 Penalty: 3331.013916
	Iteration 12Q: 3 clusters Score -2778782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -2778826.500000 Penalty: 3331.013916
	Iteration 13Q: 3 clusters Score -2778826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2778850.250000 Penalty: 3331.013916
	Iteration 14Q: 3 clusters Score -2778850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -2778862.000000 Penalty: 3331.013916
	Iteration 15Q: 3 clusters Score -2778862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2778872.250000 Penalty: 3331.013916
	Iteration 16Q: 3 clusters Score -2778872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -2778873.750000 Penalty: 3331.013916
	Iteration 17Q: 3 clusters Score -2778874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -2778875.000000 Penalty: 3331.013916
	Iteration 18Q: 3 clusters Score -2778875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -2778875.000000 Penalty: 3331.013916
	Iteration 19F: 3 clusters Score -2778875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -432932.937500 Penalty: 1374.885620
	Iteration 0F: 2 clusters Score -432932.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -429132.343750 Penalty: 2749.771240
	Iteration 0F: 3 clusters Score -429132.3 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -430206.312500 Penalty: 2749.771240
	Iteration 1F: 3 clusters Score -430206.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -430441.437500 Penalty: 2749.771240
	Iteration 2F: 3 clusters Score -430441.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -430621.562500 Penalty: 2749.771240
	Iteration 3F: 3 clusters Score -430621.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -430778.093750 Penalty: 2749.771240
	Iteration 4F: 3 clusters Score -430778.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -430949.093750 Penalty: 2749.771240
	Iteration 5Q: 3 clusters Score -430949.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -431130.218750 Penalty: 2749.771240
	Iteration 6Q: 3 clusters Score -431130.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -431304.125000 Penalty: 2749.771240
	Iteration 7Q: 3 clusters Score -431304.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -431477.531250 Penalty: 2749.771240
	Iteration 8Q: 3 clusters Score -431477.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -431662.218750 Penalty: 2749.771240
	Iteration 9Q: 3 clusters Score -431662.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -431815.218750 Penalty: 2749.771240
	Iteration 10Q: 3 clusters Score -431815.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -431917.593750 Penalty: 2749.771240
	Iteration 11Q: 3 clusters Score -431917.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -431981.843750 Penalty: 2749.771240
	Iteration 12Q: 3 clusters Score -431981.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -432027.531250 Penalty: 2749.771240
	Iteration 13Q: 3 clusters Score -432027.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -432059.062500 Penalty: 2749.771240
	Iteration 14Q: 3 clusters Score -432059.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -432087.312500 Penalty: 2749.771240
	Iteration 15Q: 3 clusters Score -432087.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -432105.875000 Penalty: 2749.771240
	Iteration 16Q: 3 clusters Score -432105.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -432121.343750 Penalty: 2749.771240
	Iteration 17Q: 3 clusters Score -432121.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432142.437500 Penalty: 2749.771240
	Iteration 18Q: 3 clusters Score -432142.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -432152.343750 Penalty: 2749.771240
	Iteration 19Q: 3 clusters Score -432152.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -432163.281250 Penalty: 2749.771240
	Iteration 20F: 3 clusters Score -432163.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -432169.781250 Penalty: 2749.771240
	Iteration 21Q: 3 clusters Score -432169.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -432173.218750 Penalty: 2749.771240
	Iteration 22Q: 3 clusters Score -432173.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -432178.093750 Penalty: 2749.771240
	Iteration 23Q: 3 clusters Score -432178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -432181.812500 Penalty: 2749.771240
	Iteration 24Q: 3 clusters Score -432181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -432182.718750 Penalty: 2749.771240
	Iteration 25Q: 3 clusters Score -432182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -432183.656250 Penalty: 2749.771240
	Iteration 26Q: 3 clusters Score -432183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -432184.218750 Penalty: 2749.771240
	Iteration 27Q: 3 clusters Score -432184.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -432187.625000 Penalty: 2749.771240
	Iteration 28Q: 3 clusters Score -432187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -432190.125000 Penalty: 2749.771240
	Iteration 29Q: 3 clusters Score -432190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -432192.281250 Penalty: 2749.771240
	Iteration 30Q: 3 clusters Score -432192.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -432196.062500 Penalty: 2749.771240
	Iteration 31Q: 3 clusters Score -432196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -432198.156250 Penalty: 2749.771240
	Iteration 32Q: 3 clusters Score -432198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -432199.093750 Penalty: 2749.771240
	Iteration 33Q: 3 clusters Score -432199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -432201.125000 Penalty: 2749.771240
	Iteration 34Q: 3 clusters Score -432201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -432201.156250 Penalty: 2749.771240
	Iteration 35Q: 3 clusters Score -432201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -432201.062500 Penalty: 2749.771240
	Iteration 36Q: 3 clusters Score -432201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -432201.062500 Penalty: 2749.771240
	Iteration 37F: 3 clusters Score -432201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18325 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22078 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19087 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 34278 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37091 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38003 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40648 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 35710 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4949 members 
Mstep: Class 46 contains 28262 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788448.000000 Penalty: 100859.070312
Iteration 479Q: 48 clusters Score -4.978845e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35145 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24231 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49156 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18330 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22082 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19084 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 35147 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37092 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38014 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40644 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 35087 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4948 members 
Mstep: Class 46 contains 28089 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788704.000000 Penalty: 100859.070312
Iteration 480F: 48 clusters Score -4.97887e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35145 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49095 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18334 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22067 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19078 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 36120 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37094 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38026 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40644 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 34352 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4947 members 
Mstep: Class 46 contains 27916 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789052.000000 Penalty: 100859.070312
Iteration 481Q: 48 clusters Score -4.978905e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35147 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24235 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49040 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18336 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22040 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19068 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15973 members 
Mstep: Class 29 contains 37197 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37097 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38024 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40646 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 33503 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4955 members 
Mstep: Class 46 contains 27755 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49789144.000000 Penalty: 100859.070312
Iteration 482Q: 48 clusters Score -4.978914e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35149 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24232 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49076 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18341 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 22009 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19056 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 15974 members 
Mstep: Class 29 contains 38232 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37100 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38021 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40645 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 32590 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4963 members 
Mstep: Class 46 contains 27614 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788480.000000 Penalty: 100859.070312
Iteration 483Q: 48 clusters Score -4.978848e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 3528 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35145 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24240 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 18450 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49182 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18343 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21991 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19051 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 15973 members 
Mstep: Class 29 contains 39090 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37104 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38024 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40650 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 31691 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4986 members 
Mstep: Class 46 contains 27505 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787392.000000 Penalty: 100859.070312
Iteration 484Q: 48 clusters Score -4.978739e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35145 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24249 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 18450 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49282 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18345 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21986 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19045 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 39747 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37105 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38033 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40648 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 30982 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5002 members 
Mstep: Class 46 contains 27414 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786268.000000 Penalty: 100859.070312
Iteration 485Q: 48 clusters Score -4.978627e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3585 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35145 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49399 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18347 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21976 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19040 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 40088 members 
Mstep: Class 30 contains 1645 members 
Mstep: Class 31 contains 37107 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38034 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40648 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 30531 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5013 members 
Mstep: Class 46 contains 27352 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785636.000000 Penalty: 100859.070312
Iteration 486Q: 48 clusters Score -4.978564e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24264 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49524 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18348 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21962 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19038 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 40132 members 
Mstep: Class 30 contains 1645 members 
Mstep: Class 31 contains 37108 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38034 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40650 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 30378 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5019 members 
Mstep: Class 46 contains 27316 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785148.000000 Penalty: 100859.070312
Iteration 487Q: 48 clusters Score -4.978515e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35139 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24271 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49577 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18352 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21936 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19031 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15969 members 
Mstep: Class 29 contains 39981 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37111 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38034 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40650 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 30540 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5017 members 
Mstep: Class 46 contains 27284 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784932.000000 Penalty: 100859.070312
Iteration 488Q: 48 clusters Score -4.978493e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35137 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24288 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49578 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18355 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21913 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19031 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 39642 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37111 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38035 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40650 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 30911 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5015 members 
Mstep: Class 46 contains 27263 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784968.000000 Penalty: 100859.070312
Iteration 489Q: 48 clusters Score -4.978497e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35138 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24303 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49554 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18355 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21894 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19025 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 39142 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37112 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38046 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40652 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 31467 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5008 members 
Mstep: Class 46 contains 27230 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785372.000000 Penalty: 100859.070312
Iteration 490Q: 48 clusters Score -4.978537e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35139 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 24325 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49479 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18354 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19019 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 38590 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37113 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38056 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40654 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 32133 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 5002 members 
Mstep: Class 46 contains 27199 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785736.000000 Penalty: 100859.070312
Iteration 491Q: 48 clusters Score -4.978574e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35141 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24327 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49389 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18359 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21871 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19010 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 37997 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37114 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38071 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40657 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 32851 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4993 members 
Mstep: Class 46 contains 27179 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786384.000000 Penalty: 100859.070312
Iteration 492Q: 48 clusters Score -4.978638e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24331 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 18448 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49305 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18358 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21855 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19006 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 37346 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37114 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38079 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40666 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 33633 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4984 members 
Mstep: Class 46 contains 27162 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786812.000000 Penalty: 100859.070312
Iteration 493Q: 48 clusters Score -4.978681e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35147 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24336 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 18448 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49213 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18361 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21840 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19004 members 
Mstep: Class 26 contains 7441 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 36757 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 37115 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38091 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40666 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 34387 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4964 members 
Mstep: Class 46 contains 27135 members 
Mstep: Class 47 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787196.000000 Penalty: 100859.070312
Iteration 494Q: 48 clusters Score -4.97872e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35155 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24348 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 18447 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49135 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18362 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21835 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19009 members 
Mstep: Class 26 contains 7440 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 36046 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37116 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38098 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40666 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8274 members 
Mstep: Class 40 contains 35212 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4951 members 
Mstep: Class 46 contains 27116 members 
Mstep: Class 47 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787676.000000 Penalty: 100859.070312
Iteration 495Q: 48 clusters Score -4.978768e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 2039 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35162 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24377 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 18447 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49030 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18364 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21843 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19008 members 
Mstep: Class 26 contains 7436 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15968 members 
Mstep: Class 29 contains 35208 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 37118 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38105 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40660 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8274 members 
Mstep: Class 40 contains 36158 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4937 members 
Mstep: Class 46 contains 27107 members 
Mstep: Class 47 contains 4730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788480.000000 Penalty: 100859.070312
Iteration 496Q: 48 clusters Score -4.978848e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35157 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24412 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 18448 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48960 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18367 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21842 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19018 members 
Mstep: Class 26 contains 7436 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15968 members 
Mstep: Class 29 contains 34191 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37117 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38116 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40660 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8274 members 
Mstep: Class 40 contains 37169 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4926 members 
Mstep: Class 46 contains 27171 members 
Mstep: Class 47 contains 4731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788928.000000 Penalty: 100859.070312
Iteration 497Q: 48 clusters Score -4.978893e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35163 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24432 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 15 contains 18448 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 48999 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18368 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21858 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19015 members 
Mstep: Class 26 contains 7435 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15969 members 
Mstep: Class 29 contains 33138 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37118 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38116 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40649 members 
Mstep: Class 36 contains 1449 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 38039 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4923 members 
Mstep: Class 46 contains 27314 members 
Mstep: Class 47 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788396.000000 Penalty: 100859.070312
Iteration 498Q: 48 clusters Score -4.97884e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35165 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24448 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49053 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18371 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21905 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19011 members 
Mstep: Class 26 contains 7432 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15973 members 
Mstep: Class 29 contains 32109 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37119 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38114 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40640 members 
Mstep: Class 36 contains 1449 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8275 members 
Mstep: Class 40 contains 38765 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4928 members 
Mstep: Class 46 contains 27506 members 
Mstep: Class 47 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787332.000000 Penalty: 100859.070312
Iteration 499Q: 48 clusters Score -4.978733e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 35164 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 24454 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 49068 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 18371 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 21967 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 19008 members 
Mstep: Class 26 contains 7431 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 15980 members 
Mstep: Class 29 contains 31295 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 37121 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 38099 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 40636 members 
Mstep: Class 36 contains 1449 members 
Mstep: Class 37 contains 1118 members 
Mstep: Class 38 contains 5451 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 39229 members 
Mstep: Class 41 contains 3571 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4936 members 
Mstep: Class 46 contains 27772 members 
Mstep: Class 47 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786712.000000 Penalty: 100859.070312
Iteration 500F: 48 clusters Score -4.978671e+07 nChanged 2153
Maximum iterations exceeded
--- Evaluating fit on full set of 1630476 points ---
Entering Unmasked Estep 
Score: -149546448.000000 Penalty: 109249.718750
20->48 Clusters: Score -149546448.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 543492 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 27120 members 
Mstep: Class 3 contains 27358 members 
Mstep: Class 4 contains 27302 members 
Mstep: Class 5 contains 27083 members 
Mstep: Class 6 contains 27126 members 
Mstep: Class 7 contains 27458 members 
Mstep: Class 8 contains 27324 members 
Mstep: Class 9 contains 27220 members 
Mstep: Class 10 contains 26861 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 27391 members 
Mstep: Class 13 contains 26970 members 
Mstep: Class 14 contains 27230 members 
Mstep: Class 15 contains 27109 members 
Mstep: Class 16 contains 26846 members 
Mstep: Class 17 contains 27101 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 27356 members 
Mstep: Class 20 contains 27402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 169.299713 but Gain 2145.937500
Score: -46341604.000000 Penalty: 40772.816406
Iteration 0F: 20 clusters Score -4.63416e+07 nChanged 513496
Entering Unmasked Mstep 
Mstep: Class 0 contains 1019 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 31337 members 
Mstep: Class 3 contains 24628 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 11304 members 
Mstep: Class 6 contains 6109 members 
Mstep: Class 7 contains 126880 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 15267 members 
Mstep: Class 10 contains 48003 members 
Mstep: Class 11 contains 45048 members 
Mstep: Class 12 contains 18240 members 
Mstep: Class 13 contains 14147 members 
Mstep: Class 14 contains 14878 members 
Mstep: Class 15 contains 21927 members 
Mstep: Class 17 contains 19476 members 
Mstep: Class 18 contains 9743 members 
Mstep: Class 19 contains 19205 members 
Mstep: Class 20 contains 97145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48414360.000000 Penalty: 40772.816406
Iteration 1F: 20 clusters Score -4.841436e+07 nChanged 213942
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 49918 members 
Mstep: Class 3 contains 25757 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 8500 members 
Mstep: Class 6 contains 4704 members 
Mstep: Class 7 contains 127666 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 42613 members 
Mstep: Class 11 contains 39293 members 
Mstep: Class 12 contains 25351 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 8901 members 
Mstep: Class 15 contains 21774 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 7481 members 
Mstep: Class 19 contains 17324 members 
Mstep: Class 20 contains 114945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48762744.000000 Penalty: 40772.816406
Iteration 2F: 20 clusters Score -4.876274e+07 nChanged 150360
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 73393 members 
Mstep: Class 3 contains 37304 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 7 contains 112813 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 36132 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 39958 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 8032 members 
Mstep: Class 15 contains 27163 members 
Mstep: Class 17 contains 14746 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 19 contains 17857 members 
Mstep: Class 20 contains 90911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49039456.000000 Penalty: 40772.816406
Iteration 3F: 20 clusters Score -4.903946e+07 nChanged 110686
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 92498 members 
Mstep: Class 3 contains 46145 members 
Mstep: Class 4 contains 3646 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 90806 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 32584 members 
Mstep: Class 11 contains 33372 members 
Mstep: Class 12 contains 45921 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 7636 members 
Mstep: Class 15 contains 29948 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 18672 members 
Mstep: Class 20 contains 86762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49187784.000000 Penalty: 40772.816406
Iteration 4F: 20 clusters Score -4.918778e+07 nChanged 104628
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 101770 members 
Mstep: Class 3 contains 51339 members 
Mstep: Class 4 contains 2933 members 
Mstep: Class 5 contains 8196 members 
Mstep: Class 6 contains 5186 members 
Mstep: Class 7 contains 84825 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 4669 members 
Mstep: Class 10 contains 34323 members 
Mstep: Class 11 contains 31679 members 
Mstep: Class 12 contains 39863 members 
Mstep: Class 13 contains 8247 members 
Mstep: Class 14 contains 7916 members 
Mstep: Class 15 contains 31762 members 
Mstep: Class 17 contains 12417 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 19362 members 
Mstep: Class 20 contains 83903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49258012.000000 Penalty: 40772.816406
Iteration 5F: 20 clusters Score -4.925801e+07 nChanged 80415
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 80160 members 
Mstep: Class 3 contains 54727 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 8627 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 100346 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 31322 members 
Mstep: Class 12 contains 30985 members 
Mstep: Class 13 contains 7986 members 
Mstep: Class 14 contains 8309 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 19924 members 
Mstep: Class 20 contains 89127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49317444.000000 Penalty: 40772.816406
Iteration 6F: 20 clusters Score -4.931744e+07 nChanged 73878
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 98200 members 
Mstep: Class 3 contains 62082 members 
Mstep: Class 4 contains 2824 members 
Mstep: Class 5 contains 8867 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 81631 members 
Mstep: Class 8 contains 5286 members 
Mstep: Class 9 contains 3753 members 
Mstep: Class 10 contains 39817 members 
Mstep: Class 11 contains 28455 members 
Mstep: Class 12 contains 26350 members 
Mstep: Class 13 contains 8713 members 
Mstep: Class 14 contains 8315 members 
Mstep: Class 15 contains 32920 members 
Mstep: Class 17 contains 9920 members 
Mstep: Class 18 contains 1521 members 
Mstep: Class 19 contains 20081 members 
Mstep: Class 20 contains 88180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49384716.000000 Penalty: 40772.816406
Iteration 7F: 20 clusters Score -4.938472e+07 nChanged 67359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 78006 members 
Mstep: Class 3 contains 68251 members 
Mstep: Class 4 contains 3183 members 
Mstep: Class 5 contains 8930 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 95493 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 42949 members 
Mstep: Class 11 contains 27264 members 
Mstep: Class 12 contains 23284 members 
Mstep: Class 13 contains 9574 members 
Mstep: Class 14 contains 8141 members 
Mstep: Class 15 contains 32903 members 
Mstep: Class 17 contains 8885 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 87811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49448376.000000 Penalty: 40772.816406
Iteration 8F: 20 clusters Score -4.944838e+07 nChanged 60604
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 90459 members 
Mstep: Class 3 contains 74342 members 
Mstep: Class 4 contains 3918 members 
Mstep: Class 5 contains 8821 members 
Mstep: Class 6 contains 9802 members 
Mstep: Class 7 contains 80342 members 
Mstep: Class 8 contains 5213 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 22645 members 
Mstep: Class 12 contains 22330 members 
Mstep: Class 13 contains 10819 members 
Mstep: Class 14 contains 7854 members 
Mstep: Class 15 contains 32254 members 
Mstep: Class 17 contains 7577 members 
Mstep: Class 18 contains 1619 members 
Mstep: Class 19 contains 20072 members 
Mstep: Class 20 contains 90253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49526792.000000 Penalty: 40772.816406
Iteration 9F: 20 clusters Score -4.952679e+07 nChanged 53753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 78830 members 
Mstep: Class 3 contains 83273 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 8683 members 
Mstep: Class 6 contains 10359 members 
Mstep: Class 7 contains 84151 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 3575 members 
Mstep: Class 10 contains 44358 members 
Mstep: Class 11 contains 19924 members 
Mstep: Class 12 contains 20710 members 
Mstep: Class 13 contains 11652 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 31346 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 19930 members 
Mstep: Class 20 contains 92097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49580048.000000 Penalty: 40772.816406
Iteration 10F: 20 clusters Score -4.958005e+07 nChanged 44051
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 80468 members 
Mstep: Class 3 contains 90962 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 8505 members 
Mstep: Class 6 contains 10507 members 
Mstep: Class 7 contains 80453 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 44163 members 
Mstep: Class 11 contains 16635 members 
Mstep: Class 12 contains 18842 members 
Mstep: Class 13 contains 13155 members 
Mstep: Class 14 contains 7397 members 
Mstep: Class 15 contains 29764 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 1805 members 
Mstep: Class 19 contains 19480 members 
Mstep: Class 20 contains 93214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49595256.000000 Penalty: 40772.816406
Iteration 11F: 20 clusters Score -4.959526e+07 nChanged 32496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 80443 members 
Mstep: Class 3 contains 93041 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 81037 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 14322 members 
Mstep: Class 12 contains 17824 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 28511 members 
Mstep: Class 17 contains 4966 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 19 contains 19118 members 
Mstep: Class 20 contains 94239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49605112.000000 Penalty: 40772.816406
Iteration 12F: 20 clusters Score -4.960511e+07 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 80106 members 
Mstep: Class 3 contains 92663 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 11451 members 
Mstep: Class 7 contains 82682 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 43924 members 
Mstep: Class 11 contains 12592 members 
Mstep: Class 12 contains 17341 members 
Mstep: Class 13 contains 15936 members 
Mstep: Class 14 contains 6941 members 
Mstep: Class 15 contains 27434 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 18836 members 
Mstep: Class 20 contains 95137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49614096.000000 Penalty: 40772.816406
Iteration 13Q: 20 clusters Score -4.96141e+07 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 80477 members 
Mstep: Class 3 contains 91465 members 
Mstep: Class 4 contains 6429 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 6 contains 11758 members 
Mstep: Class 7 contains 84085 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 43474 members 
Mstep: Class 11 contains 11319 members 
Mstep: Class 12 contains 17037 members 
Mstep: Class 13 contains 17223 members 
Mstep: Class 14 contains 6747 members 
Mstep: Class 15 contains 26454 members 
Mstep: Class 17 contains 4270 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 18576 members 
Mstep: Class 20 contains 95495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49621600.000000 Penalty: 40772.816406
Iteration 14Q: 20 clusters Score -4.96216e+07 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 81649 members 
Mstep: Class 3 contains 90380 members 
Mstep: Class 4 contains 7788 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 11916 members 
Mstep: Class 7 contains 84232 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 42899 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 16860 members 
Mstep: Class 13 contains 18424 members 
Mstep: Class 14 contains 6548 members 
Mstep: Class 15 contains 25576 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 18328 members 
Mstep: Class 20 contains 95333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49628708.000000 Penalty: 40772.816406
Iteration 15Q: 20 clusters Score -4.962871e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 82373 members 
Mstep: Class 3 contains 89464 members 
Mstep: Class 4 contains 9466 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 12113 members 
Mstep: Class 7 contains 84047 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 42300 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 16823 members 
Mstep: Class 13 contains 19499 members 
Mstep: Class 14 contains 6315 members 
Mstep: Class 15 contains 24761 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 18116 members 
Mstep: Class 20 contains 95023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49636184.000000 Penalty: 40772.816406
Iteration 16Q: 20 clusters Score -4.963618e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 82010 members 
Mstep: Class 3 contains 88657 members 
Mstep: Class 4 contains 11245 members 
Mstep: Class 5 contains 7410 members 
Mstep: Class 6 contains 12262 members 
Mstep: Class 7 contains 84254 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 41782 members 
Mstep: Class 11 contains 9879 members 
Mstep: Class 12 contains 16854 members 
Mstep: Class 13 contains 20450 members 
Mstep: Class 14 contains 6108 members 
Mstep: Class 15 contains 24052 members 
Mstep: Class 17 contains 4153 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 17907 members 
Mstep: Class 20 contains 94832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49642388.000000 Penalty: 40772.816406
Iteration 17Q: 20 clusters Score -4.964239e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 81595 members 
Mstep: Class 3 contains 87830 members 
Mstep: Class 4 contains 13035 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 12323 members 
Mstep: Class 7 contains 84345 members 
Mstep: Class 8 contains 5135 members 
Mstep: Class 9 contains 4719 members 
Mstep: Class 10 contains 41242 members 
Mstep: Class 11 contains 9898 members 
Mstep: Class 12 contains 16958 members 
Mstep: Class 13 contains 21303 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 23390 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 17732 members 
Mstep: Class 20 contains 94618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49648736.000000 Penalty: 40772.816406
Iteration 18Q: 20 clusters Score -4.964874e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 81283 members 
Mstep: Class 3 contains 87112 members 
Mstep: Class 4 contains 14693 members 
Mstep: Class 5 contains 7054 members 
Mstep: Class 6 contains 12352 members 
Mstep: Class 7 contains 84223 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 4769 members 
Mstep: Class 10 contains 40820 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 17047 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 22777 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 17593 members 
Mstep: Class 20 contains 94392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49654904.000000 Penalty: 40772.816406
Iteration 19Q: 20 clusters Score -4.96549e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 80935 members 
Mstep: Class 3 contains 86513 members 
Mstep: Class 4 contains 16220 members 
Mstep: Class 5 contains 6889 members 
Mstep: Class 6 contains 12271 members 
Mstep: Class 7 contains 84003 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 40469 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 17019 members 
Mstep: Class 13 contains 22574 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 22222 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 17478 members 
Mstep: Class 20 contains 94186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49661516.000000 Penalty: 40772.816406
Iteration 20F: 20 clusters Score -4.966152e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 80300 members 
Mstep: Class 3 contains 85246 members 
Mstep: Class 4 contains 18499 members 
Mstep: Class 5 contains 6740 members 
Mstep: Class 6 contains 12180 members 
Mstep: Class 7 contains 83825 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 4852 members 
Mstep: Class 10 contains 40143 members 
Mstep: Class 11 contains 11298 members 
Mstep: Class 12 contains 16928 members 
Mstep: Class 13 contains 22983 members 
Mstep: Class 14 contains 5685 members 
Mstep: Class 15 contains 21719 members 
Mstep: Class 17 contains 4231 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 93906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49668228.000000 Penalty: 40772.816406
Iteration 21Q: 20 clusters Score -4.966823e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 79542 members 
Mstep: Class 3 contains 84138 members 
Mstep: Class 4 contains 20767 members 
Mstep: Class 5 contains 6641 members 
Mstep: Class 6 contains 12015 members 
Mstep: Class 7 contains 83538 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 4882 members 
Mstep: Class 10 contains 39815 members 
Mstep: Class 11 contains 12071 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 23317 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 21267 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 17229 members 
Mstep: Class 20 contains 93604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49673384.000000 Penalty: 40772.816406
Iteration 22Q: 20 clusters Score -4.967338e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 78648 members 
Mstep: Class 3 contains 83173 members 
Mstep: Class 4 contains 22922 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 11795 members 
Mstep: Class 7 contains 83268 members 
Mstep: Class 8 contains 5188 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 39541 members 
Mstep: Class 11 contains 12807 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 13 contains 23595 members 
Mstep: Class 14 contains 5544 members 
Mstep: Class 15 contains 20874 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 17137 members 
Mstep: Class 20 contains 93300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49677208.000000 Penalty: 40772.816406
Iteration 23Q: 20 clusters Score -4.967721e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 77325 members 
Mstep: Class 3 contains 82151 members 
Mstep: Class 4 contains 24930 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 11541 members 
Mstep: Class 7 contains 83331 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 4915 members 
Mstep: Class 10 contains 39363 members 
Mstep: Class 11 contains 13450 members 
Mstep: Class 12 contains 17366 members 
Mstep: Class 13 contains 23815 members 
Mstep: Class 14 contains 5474 members 
Mstep: Class 15 contains 20548 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 17063 members 
Mstep: Class 20 contains 93170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49677224.000000 Penalty: 40772.816406
Iteration 24Q: 20 clusters Score -4.967722e+07 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 75208 members 
Mstep: Class 3 contains 81131 members 
Mstep: Class 4 contains 26765 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 11387 members 
Mstep: Class 7 contains 83724 members 
Mstep: Class 8 contains 5199 members 
Mstep: Class 9 contains 4916 members 
Mstep: Class 10 contains 39259 members 
Mstep: Class 11 contains 14053 members 
Mstep: Class 12 contains 17646 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 20346 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 16972 members 
Mstep: Class 20 contains 93329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49671472.000000 Penalty: 40772.816406
Iteration 25Q: 20 clusters Score -4.967147e+07 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 71044 members 
Mstep: Class 3 contains 80129 members 
Mstep: Class 4 contains 28516 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 11361 members 
Mstep: Class 7 contains 85078 members 
Mstep: Class 8 contains 5206 members 
Mstep: Class 9 contains 4921 members 
Mstep: Class 10 contains 39371 members 
Mstep: Class 11 contains 14677 members 
Mstep: Class 12 contains 18062 members 
Mstep: Class 13 contains 24192 members 
Mstep: Class 14 contains 5358 members 
Mstep: Class 15 contains 20217 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 16917 members 
Mstep: Class 20 contains 93892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49650096.000000 Penalty: 40772.816406
Iteration 26Q: 20 clusters Score -4.96501e+07 nChanged 21278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 60123 members 
Mstep: Class 3 contains 79972 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 6377 members 
Mstep: Class 6 contains 11593 members 
Mstep: Class 7 contains 88857 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 40059 members 
Mstep: Class 11 contains 15413 members 
Mstep: Class 12 contains 18663 members 
Mstep: Class 13 contains 24376 members 
Mstep: Class 14 contains 5326 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 17 contains 4522 members 
Mstep: Class 18 contains 1704 members 
Mstep: Class 19 contains 16876 members 
Mstep: Class 20 contains 95699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49625352.000000 Penalty: 40772.816406
Iteration 27Q: 20 clusters Score -4.962535e+07 nChanged 20285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 48764 members 
Mstep: Class 3 contains 81023 members 
Mstep: Class 4 contains 34199 members 
Mstep: Class 5 contains 6362 members 
Mstep: Class 6 contains 11766 members 
Mstep: Class 7 contains 90621 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 40894 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 19300 members 
Mstep: Class 13 contains 24608 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 20199 members 
Mstep: Class 17 contains 4554 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 16861 members 
Mstep: Class 20 contains 97067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49622844.000000 Penalty: 40772.816406
Iteration 28Q: 20 clusters Score -4.962284e+07 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 42567 members 
Mstep: Class 3 contains 81542 members 
Mstep: Class 4 contains 37480 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 11694 members 
Mstep: Class 7 contains 90090 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 4923 members 
Mstep: Class 10 contains 41489 members 
Mstep: Class 11 contains 17011 members 
Mstep: Class 12 contains 19864 members 
Mstep: Class 13 contains 24874 members 
Mstep: Class 14 contains 5257 members 
Mstep: Class 15 contains 20119 members 
Mstep: Class 17 contains 4592 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 16810 members 
Mstep: Class 20 contains 96825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49631224.000000 Penalty: 40772.816406
Iteration 29Q: 20 clusters Score -4.963122e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 38447 members 
Mstep: Class 3 contains 80927 members 
Mstep: Class 4 contains 40015 members 
Mstep: Class 5 contains 6359 members 
Mstep: Class 6 contains 11537 members 
Mstep: Class 7 contains 90085 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 4918 members 
Mstep: Class 10 contains 41838 members 
Mstep: Class 11 contains 17671 members 
Mstep: Class 12 contains 20265 members 
Mstep: Class 13 contains 25141 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 20027 members 
Mstep: Class 17 contains 4613 members 
Mstep: Class 18 contains 1771 members 
Mstep: Class 19 contains 16766 members 
Mstep: Class 20 contains 96380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49637728.000000 Penalty: 40772.816406
Iteration 30Q: 20 clusters Score -4.963773e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 35811 members 
Mstep: Class 3 contains 80054 members 
Mstep: Class 4 contains 42143 members 
Mstep: Class 5 contains 6368 members 
Mstep: Class 6 contains 11320 members 
Mstep: Class 7 contains 89781 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 42048 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 20570 members 
Mstep: Class 13 contains 25361 members 
Mstep: Class 14 contains 5206 members 
Mstep: Class 15 contains 19956 members 
Mstep: Class 17 contains 4636 members 
Mstep: Class 18 contains 1784 members 
Mstep: Class 19 contains 16721 members 
Mstep: Class 20 contains 95774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49645744.000000 Penalty: 40772.816406
Iteration 31Q: 20 clusters Score -4.964574e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 34158 members 
Mstep: Class 3 contains 79008 members 
Mstep: Class 4 contains 43897 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 11083 members 
Mstep: Class 7 contains 89437 members 
Mstep: Class 8 contains 5216 members 
Mstep: Class 9 contains 4897 members 
Mstep: Class 10 contains 42101 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 20804 members 
Mstep: Class 13 contains 25544 members 
Mstep: Class 14 contains 5192 members 
Mstep: Class 15 contains 19951 members 
Mstep: Class 17 contains 4662 members 
Mstep: Class 18 contains 1805 members 
Mstep: Class 19 contains 16674 members 
Mstep: Class 20 contains 95136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49653788.000000 Penalty: 40772.816406
Iteration 32Q: 20 clusters Score -4.965379e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 33125 members 
Mstep: Class 3 contains 78025 members 
Mstep: Class 4 contains 45450 members 
Mstep: Class 5 contains 6342 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 88856 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4896 members 
Mstep: Class 10 contains 42054 members 
Mstep: Class 11 contains 18887 members 
Mstep: Class 12 contains 21052 members 
Mstep: Class 13 contains 25648 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 19991 members 
Mstep: Class 17 contains 4690 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 19 contains 16622 members 
Mstep: Class 20 contains 94578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49660864.000000 Penalty: 40772.816406
Iteration 33Q: 20 clusters Score -4.966086e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 32346 members 
Mstep: Class 3 contains 77063 members 
Mstep: Class 4 contains 46658 members 
Mstep: Class 5 contains 6334 members 
Mstep: Class 6 contains 10711 members 
Mstep: Class 7 contains 88589 members 
Mstep: Class 8 contains 5231 members 
Mstep: Class 9 contains 4894 members 
Mstep: Class 10 contains 41825 members 
Mstep: Class 11 contains 19041 members 
Mstep: Class 12 contains 21300 members 
Mstep: Class 13 contains 25739 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 20074 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 1829 members 
Mstep: Class 19 contains 16574 members 
Mstep: Class 20 contains 94001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49665844.000000 Penalty: 40772.816406
Iteration 34Q: 20 clusters Score -4.966584e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 31762 members 
Mstep: Class 3 contains 76297 members 
Mstep: Class 4 contains 47536 members 
Mstep: Class 5 contains 6329 members 
Mstep: Class 6 contains 10577 members 
Mstep: Class 7 contains 88405 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 41574 members 
Mstep: Class 11 contains 19097 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 13 contains 25784 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 15 contains 20168 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 1836 members 
Mstep: Class 19 contains 16529 members 
Mstep: Class 20 contains 93504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49669412.000000 Penalty: 40772.816406
Iteration 35Q: 20 clusters Score -4.966941e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 31420 members 
Mstep: Class 3 contains 75568 members 
Mstep: Class 4 contains 48140 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 10484 members 
Mstep: Class 7 contains 88364 members 
Mstep: Class 8 contains 5241 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 41273 members 
Mstep: Class 11 contains 19132 members 
Mstep: Class 12 contains 21818 members 
Mstep: Class 13 contains 25800 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 20286 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16487 members 
Mstep: Class 20 contains 93020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49671256.000000 Penalty: 40772.816406
Iteration 36Q: 20 clusters Score -4.967126e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 31343 members 
Mstep: Class 3 contains 75030 members 
Mstep: Class 4 contains 48497 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 10366 members 
Mstep: Class 7 contains 88311 members 
Mstep: Class 8 contains 5245 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 40969 members 
Mstep: Class 11 contains 19111 members 
Mstep: Class 12 contains 22035 members 
Mstep: Class 13 contains 25791 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 20416 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 16448 members 
Mstep: Class 20 contains 92613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49672468.000000 Penalty: 40772.816406
Iteration 37Q: 20 clusters Score -4.967247e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 31372 members 
Mstep: Class 3 contains 74538 members 
Mstep: Class 4 contains 48676 members 
Mstep: Class 5 contains 6316 members 
Mstep: Class 6 contains 10301 members 
Mstep: Class 7 contains 88352 members 
Mstep: Class 8 contains 5249 members 
Mstep: Class 9 contains 4853 members 
Mstep: Class 10 contains 40710 members 
Mstep: Class 11 contains 19084 members 
Mstep: Class 12 contains 22210 members 
Mstep: Class 13 contains 25763 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 20564 members 
Mstep: Class 17 contains 4887 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 16411 members 
Mstep: Class 20 contains 92251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49673236.000000 Penalty: 40772.816406
Iteration 38Q: 20 clusters Score -4.967324e+07 nChanged 3527
Entering ConstructFrom: 
Score: -49673236.000000 Penalty: 40772.816406
Entering ConstructFrom: 
Trying to split cluster 1 (25411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Entering Unmasked Estep 
Score: -2465984.500000 Penalty: 1648.227417
	Iteration 0F: 2 clusters Score -2465984 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 12742 members 
Entering Unmasked Estep 
Score: -2448836.250000 Penalty: 3296.454834
	Iteration 0F: 3 clusters Score -2448836 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2455176.250000 Penalty: 3296.454834
	Iteration 1F: 3 clusters Score -2455176 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2455861.250000 Penalty: 3296.454834
	Iteration 2F: 3 clusters Score -2455861 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2456704.500000 Penalty: 3296.454834
	Iteration 3F: 3 clusters Score -2456704 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2457650.500000 Penalty: 3296.454834
	Iteration 4F: 3 clusters Score -2457650 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2458703.500000 Penalty: 3296.454834
	Iteration 5F: 3 clusters Score -2458704 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2459850.000000 Penalty: 3296.454834
	Iteration 6F: 3 clusters Score -2459850 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2461107.250000 Penalty: 3296.454834
	Iteration 7F: 3 clusters Score -2461107 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2462478.500000 Penalty: 3296.454834
	Iteration 8F: 3 clusters Score -2462478 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2463704.500000 Penalty: 3296.454834
	Iteration 9Q: 3 clusters Score -2463704 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2464438.250000 Penalty: 3296.454834
	Iteration 10Q: 3 clusters Score -2464438 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2464802.250000 Penalty: 3296.454834
	Iteration 11Q: 3 clusters Score -2464802 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2465010.000000 Penalty: 3296.454834
	Iteration 12Q: 3 clusters Score -2465010 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2465101.500000 Penalty: 3296.454834
	Iteration 13Q: 3 clusters Score -2465102 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2465175.750000 Penalty: 3296.454834
	Iteration 14Q: 3 clusters Score -2465176 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2465237.250000 Penalty: 3296.454834
	Iteration 15Q: 3 clusters Score -2465237 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2465282.750000 Penalty: 3296.454834
	Iteration 16Q: 3 clusters Score -2465283 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2465323.000000 Penalty: 3296.454834
	Iteration 17Q: 3 clusters Score -2465323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2465341.500000 Penalty: 3296.454834
	Iteration 18Q: 3 clusters Score -2465342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2465359.250000 Penalty: 3296.454834
	Iteration 19Q: 3 clusters Score -2465359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2465373.000000 Penalty: 3296.454834
	Iteration 20F: 3 clusters Score -2465373 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2465387.000000 Penalty: 3296.454834
	Iteration 21Q: 3 clusters Score -2465387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2465389.500000 Penalty: 3296.454834
	Iteration 22Q: 3 clusters Score -2465390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2465402.750000 Penalty: 3296.454834
	Iteration 23Q: 3 clusters Score -2465403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2465402.750000 Penalty: 3296.454834
	Iteration 24Q: 3 clusters Score -2465403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2465408.000000 Penalty: 3296.454834
	Iteration 25Q: 3 clusters Score -2465408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2465407.250000 Penalty: 3296.454834
	Iteration 26Q: 3 clusters Score -2465407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2465417.750000 Penalty: 3296.454834
	Iteration 27Q: 3 clusters Score -2465418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2465419.750000 Penalty: 3296.454834
	Iteration 28Q: 3 clusters Score -2465420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2465421.500000 Penalty: 3296.454834
	Iteration 29Q: 3 clusters Score -2465422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2465423.250000 Penalty: 3296.454834
	Iteration 30Q: 3 clusters Score -2465423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2465427.000000 Penalty: 3296.454834
	Iteration 31Q: 3 clusters Score -2465427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2465426.500000 Penalty: 3296.454834
	Iteration 32Q: 3 clusters Score -2465426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2465434.250000 Penalty: 3296.454834
	Iteration 33Q: 3 clusters Score -2465434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2465432.750000 Penalty: 3296.454834
	Iteration 34Q: 3 clusters Score -2465433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2465428.250000 Penalty: 3296.454834
	Iteration 35Q: 3 clusters Score -2465428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2465423.750000 Penalty: 3296.454834
	Iteration 36Q: 3 clusters Score -2465424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2465427.750000 Penalty: 3296.454834
	Iteration 37Q: 3 clusters Score -2465428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2465425.000000 Penalty: 3296.454834
	Iteration 38Q: 3 clusters Score -2465425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2465428.750000 Penalty: 3296.454834
	Iteration 39Q: 3 clusters Score -2465429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2465430.500000 Penalty: 3296.454834
	Iteration 40F: 3 clusters Score -2465430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2465431.500000 Penalty: 3296.454834
	Iteration 41Q: 3 clusters Score -2465432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2465431.000000 Penalty: 3296.454834
	Iteration 42Q: 3 clusters Score -2465431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2465433.000000 Penalty: 3296.454834
	Iteration 43Q: 3 clusters Score -2465433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2465440.000000 Penalty: 3296.454834
	Iteration 44Q: 3 clusters Score -2465440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2465440.250000 Penalty: 3296.454834
	Iteration 45Q: 3 clusters Score -2465440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2465440.000000 Penalty: 3296.454834
	Iteration 46Q: 3 clusters Score -2465440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2465444.250000 Penalty: 3296.454834
	Iteration 47Q: 3 clusters Score -2465444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2465442.750000 Penalty: 3296.454834
	Iteration 48Q: 3 clusters Score -2465443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2465439.250000 Penalty: 3296.454834
	Iteration 49Q: 3 clusters Score -2465439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2465440.750000 Penalty: 3296.454834
	Iteration 50Q: 3 clusters Score -2465441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2465440.750000 Penalty: 3296.454834
	Iteration 51F: 3 clusters Score -2465441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Entering Unmasked Estep 
Score: -2889050.250000 Penalty: 1683.241455
	Iteration 0F: 2 clusters Score -2889050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2868768.750000 Penalty: 3366.482910
	Iteration 0F: 3 clusters Score -2868769 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2877254.250000 Penalty: 3366.482910
	Iteration 1F: 3 clusters Score -2877254 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2877961.500000 Penalty: 3366.482910
	Iteration 2F: 3 clusters Score -2877962 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2878779.750000 Penalty: 3366.482910
	Iteration 3F: 3 clusters Score -2878780 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2879676.750000 Penalty: 3366.482910
	Iteration 4F: 3 clusters Score -2879677 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2880708.000000 Penalty: 3366.482910
	Iteration 5F: 3 clusters Score -2880708 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2881883.000000 Penalty: 3366.482910
	Iteration 6F: 3 clusters Score -2881883 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2883193.250000 Penalty: 3366.482910
	Iteration 7F: 3 clusters Score -2883193 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2884507.000000 Penalty: 3366.482910
	Iteration 8F: 3 clusters Score -2884507 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2885621.750000 Penalty: 3366.482910
	Iteration 9F: 3 clusters Score -2885622 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2886434.250000 Penalty: 3366.482910
	Iteration 10Q: 3 clusters Score -2886434 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -2887059.750000 Penalty: 3366.482910
	Iteration 11Q: 3 clusters Score -2887060 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -2887569.750000 Penalty: 3366.482910
	Iteration 12Q: 3 clusters Score -2887570 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2887912.500000 Penalty: 3366.482910
	Iteration 13Q: 3 clusters Score -2887912 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2888192.250000 Penalty: 3366.482910
	Iteration 14Q: 3 clusters Score -2888192 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2888363.000000 Penalty: 3366.482910
	Iteration 15Q: 3 clusters Score -2888363 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -2888473.500000 Penalty: 3366.482910
	Iteration 16Q: 3 clusters Score -2888474 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -2888541.750000 Penalty: 3366.482910
	Iteration 17Q: 3 clusters Score -2888542 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -2888597.750000 Penalty: 3366.482910
	Iteration 18Q: 3 clusters Score -2888598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -2888641.500000 Penalty: 3366.482910
	Iteration 19Q: 3 clusters Score -2888642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -2888686.500000 Penalty: 3366.482910
	Iteration 20F: 3 clusters Score -2888686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -2888708.500000 Penalty: 3366.482910
	Iteration 21Q: 3 clusters Score -2888708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -2888731.250000 Penalty: 3366.482910
	Iteration 22Q: 3 clusters Score -2888731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -2888758.250000 Penalty: 3366.482910
	Iteration 23Q: 3 clusters Score -2888758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2888769.000000 Penalty: 3366.482910
	Iteration 24Q: 3 clusters Score -2888769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -2888778.000000 Penalty: 3366.482910
	Iteration 25Q: 3 clusters Score -2888778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -2888777.000000 Penalty: 3366.482910
	Iteration 26Q: 3 clusters Score -2888777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2888773.000000 Penalty: 3366.482910
	Iteration 27Q: 3 clusters Score -2888773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -2888767.250000 Penalty: 3366.482910
	Iteration 28Q: 3 clusters Score -2888767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -2888777.750000 Penalty: 3366.482910
	Iteration 29Q: 3 clusters Score -2888778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -2888793.000000 Penalty: 3366.482910
	Iteration 30Q: 3 clusters Score -2888793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -2888793.500000 Penalty: 3366.482910
	Iteration 31Q: 3 clusters Score -2888794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -2888806.000000 Penalty: 3366.482910
	Iteration 32Q: 3 clusters Score -2888806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -2888813.250000 Penalty: 3366.482910
	Iteration 33Q: 3 clusters Score -2888813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -2888814.000000 Penalty: 3366.482910
	Iteration 34Q: 3 clusters Score -2888814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -2888811.250000 Penalty: 3366.482910
	Iteration 35Q: 3 clusters Score -2888811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -2888812.000000 Penalty: 3366.482910
	Iteration 36Q: 3 clusters Score -2888812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -2888829.250000 Penalty: 3366.482910
	Iteration 37Q: 3 clusters Score -2888829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2888835.000000 Penalty: 3366.482910
	Iteration 38Q: 3 clusters Score -2888835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2888852.000000 Penalty: 3366.482910
	Iteration 39Q: 3 clusters Score -2888852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -2888851.750000 Penalty: 3366.482910
	Iteration 40F: 3 clusters Score -2888852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2888842.500000 Penalty: 3366.482910
	Iteration 41Q: 3 clusters Score -2888842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -2888849.750000 Penalty: 3366.482910
	Iteration 42Q: 3 clusters Score -2888850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -2888845.000000 Penalty: 3366.482910
	Iteration 43Q: 3 clusters Score -2888845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -2888838.500000 Penalty: 3366.482910
	Iteration 44Q: 3 clusters Score -2888838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -2888846.000000 Penalty: 3366.482910
	Iteration 45Q: 3 clusters Score -2888846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -2888847.500000 Penalty: 3366.482910
	Iteration 46Q: 3 clusters Score -2888848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -2888848.750000 Penalty: 3366.482910
	Iteration 47Q: 3 clusters Score -2888849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -2888845.000000 Penalty: 3366.482910
	Iteration 48Q: 3 clusters Score -2888845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -2888844.750000 Penalty: 3366.482910
	Iteration 49Q: 3 clusters Score -2888845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -2888848.750000 Penalty: 3366.482910
	Iteration 50Q: 3 clusters Score -2888849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -2888850.250000 Penalty: 3366.482910
	Iteration 51Q: 3 clusters Score -2888850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -2888854.000000 Penalty: 3366.482910
	Iteration 52Q: 3 clusters Score -2888854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -2888851.250000 Penalty: 3366.482910
	Iteration 53Q: 3 clusters Score -2888851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -2888847.750000 Penalty: 3366.482910
	Iteration 54Q: 3 clusters Score -2888848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -2888847.750000 Penalty: 3366.482910
	Iteration 55F: 3 clusters Score -2888848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Entering Unmasked Estep 
Score: -6909249.000000 Penalty: 1822.144653
	Iteration 0F: 2 clusters Score -6909249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -6861335.500000 Penalty: 3644.289307
	Iteration 0F: 3 clusters Score -6861336 nChanged 35115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -6882703.500000 Penalty: 3644.289307
	Iteration 1F: 3 clusters Score -6882704 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -6883648.000000 Penalty: 3644.289307
	Iteration 2F: 3 clusters Score -6883648 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -6884493.000000 Penalty: 3644.289307
	Iteration 3F: 3 clusters Score -6884493 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -6885265.500000 Penalty: 3644.289307
	Iteration 4F: 3 clusters Score -6885266 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -6886498.000000 Penalty: 3644.289307
	Iteration 5F: 3 clusters Score -6886498 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -6888466.500000 Penalty: 3644.289307
	Iteration 6F: 3 clusters Score -6888466 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -6890796.000000 Penalty: 3644.289307
	Iteration 7F: 3 clusters Score -6890796 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -6891812.500000 Penalty: 3644.289307
	Iteration 8F: 3 clusters Score -6891812 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -6892178.500000 Penalty: 3644.289307
	Iteration 9F: 3 clusters Score -6892178 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -6892176.500000 Penalty: 3644.289307
	Iteration 10F: 3 clusters Score -6892176 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6892054.500000 Penalty: 3644.289307
	Iteration 11Q: 3 clusters Score -6892054 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6891860.000000 Penalty: 3644.289307
	Iteration 12Q: 3 clusters Score -6891860 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6891740.000000 Penalty: 3644.289307
	Iteration 13Q: 3 clusters Score -6891740 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -6891638.500000 Penalty: 3644.289307
	Iteration 14Q: 3 clusters Score -6891638 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -6891650.500000 Penalty: 3644.289307
	Iteration 15Q: 3 clusters Score -6891650 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6891859.500000 Penalty: 3644.289307
	Iteration 16Q: 3 clusters Score -6891860 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -6892108.500000 Penalty: 3644.289307
	Iteration 17Q: 3 clusters Score -6892108 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6892438.000000 Penalty: 3644.289307
	Iteration 18Q: 3 clusters Score -6892438 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -6892904.500000 Penalty: 3644.289307
	Iteration 19Q: 3 clusters Score -6892904 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -6893395.500000 Penalty: 3644.289307
	Iteration 20F: 3 clusters Score -6893396 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -6894054.500000 Penalty: 3644.289307
	Iteration 21Q: 3 clusters Score -6894054 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -6894790.000000 Penalty: 3644.289307
	Iteration 22Q: 3 clusters Score -6894790 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -6895627.000000 Penalty: 3644.289307
	Iteration 23Q: 3 clusters Score -6895627 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -6896265.000000 Penalty: 3644.289307
	Iteration 24Q: 3 clusters Score -6896265 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -6896458.000000 Penalty: 3644.289307
	Iteration 25Q: 3 clusters Score -6896458 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -6896311.500000 Penalty: 3644.289307
	Iteration 26Q: 3 clusters Score -6896312 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -6895310.000000 Penalty: 3644.289307
	Iteration 27Q: 3 clusters Score -6895310 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -6894268.000000 Penalty: 3644.289307
	Iteration 28Q: 3 clusters Score -6894268 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -6893645.000000 Penalty: 3644.289307
	Iteration 29Q: 3 clusters Score -6893645 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -6893288.500000 Penalty: 3644.289307
	Iteration 30Q: 3 clusters Score -6893288 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -6893215.000000 Penalty: 3644.289307
	Iteration 31Q: 3 clusters Score -6893215 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -6893303.500000 Penalty: 3644.289307
	Iteration 32Q: 3 clusters Score -6893304 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -6893414.000000 Penalty: 3644.289307
	Iteration 33Q: 3 clusters Score -6893414 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -6893682.000000 Penalty: 3644.289307
	Iteration 34Q: 3 clusters Score -6893682 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -6894085.500000 Penalty: 3644.289307
	Iteration 35Q: 3 clusters Score -6894086 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -6894498.000000 Penalty: 3644.289307
	Iteration 36Q: 3 clusters Score -6894498 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -6895004.000000 Penalty: 3644.289307
	Iteration 37Q: 3 clusters Score -6895004 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -6895675.000000 Penalty: 3644.289307
	Iteration 38Q: 3 clusters Score -6895675 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -6895973.000000 Penalty: 3644.289307
	Iteration 39Q: 3 clusters Score -6895973 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6896290.000000 Penalty: 3644.289307
	Iteration 40F: 3 clusters Score -6896290 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -6896467.500000 Penalty: 3644.289307
	Iteration 41Q: 3 clusters Score -6896468 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -6896825.500000 Penalty: 3644.289307
	Iteration 42Q: 3 clusters Score -6896826 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -6896610.500000 Penalty: 3644.289307
	Iteration 43Q: 3 clusters Score -6896610 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -6896527.000000 Penalty: 3644.289307
	Iteration 44Q: 3 clusters Score -6896527 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -6896441.500000 Penalty: 3644.289307
	Iteration 45Q: 3 clusters Score -6896442 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -6896547.500000 Penalty: 3644.289307
	Iteration 46Q: 3 clusters Score -6896548 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -6896736.000000 Penalty: 3644.289307
	Iteration 47Q: 3 clusters Score -6896736 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -6897035.000000 Penalty: 3644.289307
	Iteration 48Q: 3 clusters Score -6897035 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -6897312.000000 Penalty: 3644.289307
	Iteration 49Q: 3 clusters Score -6897312 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -6897585.500000 Penalty: 3644.289307
	Iteration 50Q: 3 clusters Score -6897586 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -6897919.500000 Penalty: 3644.289307
	Iteration 51Q: 3 clusters Score -6897920 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -6898031.500000 Penalty: 3644.289307
	Iteration 52Q: 3 clusters Score -6898032 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -6897994.000000 Penalty: 3644.289307
	Iteration 53Q: 3 clusters Score -6897994 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -6897956.000000 Penalty: 3644.289307
	Iteration 54Q: 3 clusters Score -6897956 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -6897803.000000 Penalty: 3644.289307
	Iteration 55Q: 3 clusters Score -6897803 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -6897668.500000 Penalty: 3644.289307
	Iteration 56Q: 3 clusters Score -6897668 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -6897635.000000 Penalty: 3644.289307
	Iteration 57Q: 3 clusters Score -6897635 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6897611.500000 Penalty: 3644.289307
	Iteration 58Q: 3 clusters Score -6897612 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -6897563.500000 Penalty: 3644.289307
	Iteration 59Q: 3 clusters Score -6897564 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -6897556.000000 Penalty: 3644.289307
	Iteration 60F: 3 clusters Score -6897556 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -6897511.000000 Penalty: 3644.289307
	Iteration 61Q: 3 clusters Score -6897511 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -6897483.000000 Penalty: 3644.289307
	Iteration 62Q: 3 clusters Score -6897483 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -6897509.500000 Penalty: 3644.289307
	Iteration 63Q: 3 clusters Score -6897510 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -6897535.500000 Penalty: 3644.289307
	Iteration 64Q: 3 clusters Score -6897536 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -6897588.000000 Penalty: 3644.289307
	Iteration 65Q: 3 clusters Score -6897588 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -6897684.000000 Penalty: 3644.289307
	Iteration 66Q: 3 clusters Score -6897684 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6897727.500000 Penalty: 3644.289307
	Iteration 67Q: 3 clusters Score -6897728 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -6897808.500000 Penalty: 3644.289307
	Iteration 68Q: 3 clusters Score -6897808 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -6897851.000000 Penalty: 3644.289307
	Iteration 69Q: 3 clusters Score -6897851 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -6897944.500000 Penalty: 3644.289307
	Iteration 70Q: 3 clusters Score -6897944 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -6898003.000000 Penalty: 3644.289307
	Iteration 71Q: 3 clusters Score -6898003 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -6898074.000000 Penalty: 3644.289307
	Iteration 72Q: 3 clusters Score -6898074 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -6898131.500000 Penalty: 3644.289307
	Iteration 73Q: 3 clusters Score -6898132 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6898207.500000 Penalty: 3644.289307
	Iteration 74Q: 3 clusters Score -6898208 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6898231.500000 Penalty: 3644.289307
	Iteration 75Q: 3 clusters Score -6898232 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -6898277.500000 Penalty: 3644.289307
	Iteration 76Q: 3 clusters Score -6898278 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -6898304.000000 Penalty: 3644.289307
	Iteration 77Q: 3 clusters Score -6898304 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -6898272.500000 Penalty: 3644.289307
	Iteration 78Q: 3 clusters Score -6898272 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -6898297.000000 Penalty: 3644.289307
	Iteration 79Q: 3 clusters Score -6898297 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -6898324.500000 Penalty: 3644.289307
	Iteration 80F: 3 clusters Score -6898324 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -6898341.500000 Penalty: 3644.289307
	Iteration 81Q: 3 clusters Score -6898342 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -6898357.000000 Penalty: 3644.289307
	Iteration 82Q: 3 clusters Score -6898357 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -6898386.500000 Penalty: 3644.289307
	Iteration 83Q: 3 clusters Score -6898386 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6898427.000000 Penalty: 3644.289307
	Iteration 84Q: 3 clusters Score -6898427 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -6898451.500000 Penalty: 3644.289307
	Iteration 85Q: 3 clusters Score -6898452 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -6898466.500000 Penalty: 3644.289307
	Iteration 86Q: 3 clusters Score -6898466 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -6898499.500000 Penalty: 3644.289307
	Iteration 87Q: 3 clusters Score -6898500 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -6898558.500000 Penalty: 3644.289307
	Iteration 88Q: 3 clusters Score -6898558 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -6898592.500000 Penalty: 3644.289307
	Iteration 89Q: 3 clusters Score -6898592 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -6898627.000000 Penalty: 3644.289307
	Iteration 90Q: 3 clusters Score -6898627 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6898670.000000 Penalty: 3644.289307
	Iteration 91Q: 3 clusters Score -6898670 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -6898705.000000 Penalty: 3644.289307
	Iteration 92Q: 3 clusters Score -6898705 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -6898759.500000 Penalty: 3644.289307
	Iteration 93Q: 3 clusters Score -6898760 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -6898783.500000 Penalty: 3644.289307
	Iteration 94Q: 3 clusters Score -6898784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -6898785.000000 Penalty: 3644.289307
	Iteration 95Q: 3 clusters Score -6898785 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -6898805.000000 Penalty: 3644.289307
	Iteration 96Q: 3 clusters Score -6898805 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -6898808.000000 Penalty: 3644.289307
	Iteration 97Q: 3 clusters Score -6898808 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -6898821.500000 Penalty: 3644.289307
	Iteration 98Q: 3 clusters Score -6898822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -6898838.000000 Penalty: 3644.289307
	Iteration 99Q: 3 clusters Score -6898838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -6898844.000000 Penalty: 3644.289307
	Iteration 100F: 3 clusters Score -6898844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -6898851.000000 Penalty: 3644.289307
	Iteration 101Q: 3 clusters Score -6898851 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6898865.500000 Penalty: 3644.289307
	Iteration 102Q: 3 clusters Score -6898866 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6898884.000000 Penalty: 3644.289307
	Iteration 103Q: 3 clusters Score -6898884 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -6898908.000000 Penalty: 3644.289307
	Iteration 104Q: 3 clusters Score -6898908 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -6898940.500000 Penalty: 3644.289307
	Iteration 105Q: 3 clusters Score -6898940 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -6898943.500000 Penalty: 3644.289307
	Iteration 106Q: 3 clusters Score -6898944 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6898942.000000 Penalty: 3644.289307
	Iteration 107Q: 3 clusters Score -6898942 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -6898971.500000 Penalty: 3644.289307
	Iteration 108Q: 3 clusters Score -6898972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6898998.000000 Penalty: 3644.289307
	Iteration 109Q: 3 clusters Score -6898998 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -6899023.500000 Penalty: 3644.289307
	Iteration 110Q: 3 clusters Score -6899024 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -6899052.000000 Penalty: 3644.289307
	Iteration 111Q: 3 clusters Score -6899052 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -6899072.500000 Penalty: 3644.289307
	Iteration 112Q: 3 clusters Score -6899072 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -6899100.500000 Penalty: 3644.289307
	Iteration 113Q: 3 clusters Score -6899100 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -6899127.500000 Penalty: 3644.289307
	Iteration 114Q: 3 clusters Score -6899128 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6899143.500000 Penalty: 3644.289307
	Iteration 115Q: 3 clusters Score -6899144 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -6899147.000000 Penalty: 3644.289307
	Iteration 116Q: 3 clusters Score -6899147 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -6899129.000000 Penalty: 3644.289307
	Iteration 117Q: 3 clusters Score -6899129 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -6899125.000000 Penalty: 3644.289307
	Iteration 118Q: 3 clusters Score -6899125 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -6899160.000000 Penalty: 3644.289307
	Iteration 119Q: 3 clusters Score -6899160 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -6899153.000000 Penalty: 3644.289307
	Iteration 120F: 3 clusters Score -6899153 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -6899139.000000 Penalty: 3644.289307
	Iteration 121Q: 3 clusters Score -6899139 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -6899154.500000 Penalty: 3644.289307
	Iteration 122Q: 3 clusters Score -6899154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -6899166.000000 Penalty: 3644.289307
	Iteration 123Q: 3 clusters Score -6899166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -6899181.000000 Penalty: 3644.289307
	Iteration 124Q: 3 clusters Score -6899181 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -6899176.000000 Penalty: 3644.289307
	Iteration 125Q: 3 clusters Score -6899176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -6899197.000000 Penalty: 3644.289307
	Iteration 126Q: 3 clusters Score -6899197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -6899214.500000 Penalty: 3644.289307
	Iteration 127Q: 3 clusters Score -6899214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -6899224.000000 Penalty: 3644.289307
	Iteration 128Q: 3 clusters Score -6899224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -6899218.500000 Penalty: 3644.289307
	Iteration 129Q: 3 clusters Score -6899218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -6899230.500000 Penalty: 3644.289307
	Iteration 130Q: 3 clusters Score -6899230 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6899255.000000 Penalty: 3644.289307
	Iteration 131Q: 3 clusters Score -6899255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -6899259.000000 Penalty: 3644.289307
	Iteration 132Q: 3 clusters Score -6899259 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -6899267.500000 Penalty: 3644.289307
	Iteration 133Q: 3 clusters Score -6899268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -6899261.000000 Penalty: 3644.289307
	Iteration 134Q: 3 clusters Score -6899261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -6899261.000000 Penalty: 3644.289307
	Iteration 135Q: 3 clusters Score -6899261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -6899283.000000 Penalty: 3644.289307
	Iteration 136Q: 3 clusters Score -6899283 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -6899293.500000 Penalty: 3644.289307
	Iteration 137Q: 3 clusters Score -6899294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -6899270.500000 Penalty: 3644.289307
	Iteration 138Q: 3 clusters Score -6899270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6899298.500000 Penalty: 3644.289307
	Iteration 139Q: 3 clusters Score -6899298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -6899296.500000 Penalty: 3644.289307
	Iteration 140F: 3 clusters Score -6899296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -6899297.000000 Penalty: 3644.289307
	Iteration 141Q: 3 clusters Score -6899297 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6899290.000000 Penalty: 3644.289307
	Iteration 142Q: 3 clusters Score -6899290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -6899300.000000 Penalty: 3644.289307
	Iteration 143Q: 3 clusters Score -6899300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6899307.500000 Penalty: 3644.289307
	Iteration 144Q: 3 clusters Score -6899308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -6899310.000000 Penalty: 3644.289307
	Iteration 145Q: 3 clusters Score -6899310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -6899310.000000 Penalty: 3644.289307
	Iteration 146Q: 3 clusters Score -6899310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6899326.500000 Penalty: 3644.289307
	Iteration 147Q: 3 clusters Score -6899326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6899323.500000 Penalty: 3644.289307
	Iteration 148Q: 3 clusters Score -6899324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -6899322.500000 Penalty: 3644.289307
	Iteration 149Q: 3 clusters Score -6899322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -6899328.500000 Penalty: 3644.289307
	Iteration 150Q: 3 clusters Score -6899328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -6899355.500000 Penalty: 3644.289307
	Iteration 151Q: 3 clusters Score -6899356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -6899356.000000 Penalty: 3644.289307
	Iteration 152Q: 3 clusters Score -6899356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -6899352.000000 Penalty: 3644.289307
	Iteration 153Q: 3 clusters Score -6899352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6899352.500000 Penalty: 3644.289307
	Iteration 154Q: 3 clusters Score -6899352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -6899348.000000 Penalty: 3644.289307
	Iteration 155Q: 3 clusters Score -6899348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -6899369.000000 Penalty: 3644.289307
	Iteration 156Q: 3 clusters Score -6899369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -6899368.000000 Penalty: 3644.289307
	Iteration 157Q: 3 clusters Score -6899368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6899365.500000 Penalty: 3644.289307
	Iteration 158Q: 3 clusters Score -6899366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -6899377.500000 Penalty: 3644.289307
	Iteration 159Q: 3 clusters Score -6899378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -6899379.500000 Penalty: 3644.289307
	Iteration 160F: 3 clusters Score -6899380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -6899384.000000 Penalty: 3644.289307
	Iteration 161Q: 3 clusters Score -6899384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -6899383.500000 Penalty: 3644.289307
	Iteration 162Q: 3 clusters Score -6899384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -6899381.500000 Penalty: 3644.289307
	Iteration 163Q: 3 clusters Score -6899382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -6899380.000000 Penalty: 3644.289307
	Iteration 164Q: 3 clusters Score -6899380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -6899389.500000 Penalty: 3644.289307
	Iteration 165Q: 3 clusters Score -6899390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -6899382.500000 Penalty: 3644.289307
	Iteration 166Q: 3 clusters Score -6899382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6899390.500000 Penalty: 3644.289307
	Iteration 167Q: 3 clusters Score -6899390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -6899377.500000 Penalty: 3644.289307
	Iteration 168Q: 3 clusters Score -6899378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -6899383.000000 Penalty: 3644.289307
	Iteration 169Q: 3 clusters Score -6899383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -6899384.000000 Penalty: 3644.289307
	Iteration 170Q: 3 clusters Score -6899384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -6899380.000000 Penalty: 3644.289307
	Iteration 171Q: 3 clusters Score -6899380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -6899376.000000 Penalty: 3644.289307
	Iteration 172Q: 3 clusters Score -6899376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -6899382.500000 Penalty: 3644.289307
	Iteration 173Q: 3 clusters Score -6899382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -6899381.500000 Penalty: 3644.289307
	Iteration 174Q: 3 clusters Score -6899382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -6899379.000000 Penalty: 3644.289307
	Iteration 175Q: 3 clusters Score -6899379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -6899370.500000 Penalty: 3644.289307
	Iteration 176Q: 3 clusters Score -6899370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -6899376.000000 Penalty: 3644.289307
	Iteration 177Q: 3 clusters Score -6899376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -6899378.500000 Penalty: 3644.289307
	Iteration 178Q: 3 clusters Score -6899378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6899387.500000 Penalty: 3644.289307
	Iteration 179Q: 3 clusters Score -6899388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -6899387.500000 Penalty: 3644.289307
	Iteration 180F: 3 clusters Score -6899388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -6899393.000000 Penalty: 3644.289307
	Iteration 181Q: 3 clusters Score -6899393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -6899386.500000 Penalty: 3644.289307
	Iteration 182Q: 3 clusters Score -6899386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -6899388.000000 Penalty: 3644.289307
	Iteration 183Q: 3 clusters Score -6899388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -6899392.500000 Penalty: 3644.289307
	Iteration 184Q: 3 clusters Score -6899392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -6899392.500000 Penalty: 3644.289307
	Iteration 185Q: 3 clusters Score -6899392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -6899392.000000 Penalty: 3644.289307
	Iteration 186Q: 3 clusters Score -6899392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6899387.000000 Penalty: 3644.289307
	Iteration 187Q: 3 clusters Score -6899387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6899385.500000 Penalty: 3644.289307
	Iteration 188Q: 3 clusters Score -6899386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6899380.500000 Penalty: 3644.289307
	Iteration 189Q: 3 clusters Score -6899380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6899381.000000 Penalty: 3644.289307
	Iteration 190Q: 3 clusters Score -6899381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6899377.000000 Penalty: 3644.289307
	Iteration 191Q: 3 clusters Score -6899377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -6899379.500000 Penalty: 3644.289307
	Iteration 192Q: 3 clusters Score -6899380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -6899384.500000 Penalty: 3644.289307
	Iteration 193Q: 3 clusters Score -6899384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -6899383.500000 Penalty: 3644.289307
	Iteration 194Q: 3 clusters Score -6899384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -6899393.000000 Penalty: 3644.289307
	Iteration 195Q: 3 clusters Score -6899393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -6899392.500000 Penalty: 3644.289307
	Iteration 196Q: 3 clusters Score -6899392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -6899388.500000 Penalty: 3644.289307
	Iteration 197Q: 3 clusters Score -6899388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -6899380.000000 Penalty: 3644.289307
	Iteration 198Q: 3 clusters Score -6899380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -6899371.000000 Penalty: 3644.289307
	Iteration 199Q: 3 clusters Score -6899371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -6899379.500000 Penalty: 3644.289307
	Iteration 200F: 3 clusters Score -6899380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6899371.500000 Penalty: 3644.289307
	Iteration 201Q: 3 clusters Score -6899372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -6899368.500000 Penalty: 3644.289307
	Iteration 202Q: 3 clusters Score -6899368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6899372.500000 Penalty: 3644.289307
	Iteration 203Q: 3 clusters Score -6899372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -6899366.000000 Penalty: 3644.289307
	Iteration 204Q: 3 clusters Score -6899366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -6899358.000000 Penalty: 3644.289307
	Iteration 205Q: 3 clusters Score -6899358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -6899364.500000 Penalty: 3644.289307
	Iteration 206Q: 3 clusters Score -6899364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -6899367.500000 Penalty: 3644.289307
	Iteration 207Q: 3 clusters Score -6899368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -6899361.500000 Penalty: 3644.289307
	Iteration 208Q: 3 clusters Score -6899362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -6899358.000000 Penalty: 3644.289307
	Iteration 209Q: 3 clusters Score -6899358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -6899360.500000 Penalty: 3644.289307
	Iteration 210Q: 3 clusters Score -6899360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -6899359.500000 Penalty: 3644.289307
	Iteration 211Q: 3 clusters Score -6899360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -6899363.500000 Penalty: 3644.289307
	Iteration 212Q: 3 clusters Score -6899364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6899362.000000 Penalty: 3644.289307
	Iteration 213Q: 3 clusters Score -6899362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -6899360.500000 Penalty: 3644.289307
	Iteration 214Q: 3 clusters Score -6899360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6899367.000000 Penalty: 3644.289307
	Iteration 215Q: 3 clusters Score -6899367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -6899364.000000 Penalty: 3644.289307
	Iteration 216Q: 3 clusters Score -6899364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -6899364.500000 Penalty: 3644.289307
	Iteration 217Q: 3 clusters Score -6899364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -6899363.000000 Penalty: 3644.289307
	Iteration 218Q: 3 clusters Score -6899363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -6899360.500000 Penalty: 3644.289307
	Iteration 219Q: 3 clusters Score -6899360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -6899348.000000 Penalty: 3644.289307
	Iteration 220F: 3 clusters Score -6899348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6899349.500000 Penalty: 3644.289307
	Iteration 221Q: 3 clusters Score -6899350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -6899356.500000 Penalty: 3644.289307
	Iteration 222Q: 3 clusters Score -6899356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -6899364.000000 Penalty: 3644.289307
	Iteration 223Q: 3 clusters Score -6899364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -6899364.000000 Penalty: 3644.289307
	Iteration 224Q: 3 clusters Score -6899364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -6899363.500000 Penalty: 3644.289307
	Iteration 225Q: 3 clusters Score -6899364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -6899361.500000 Penalty: 3644.289307
	Iteration 226Q: 3 clusters Score -6899362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -6899362.000000 Penalty: 3644.289307
	Iteration 227Q: 3 clusters Score -6899362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -6899358.000000 Penalty: 3644.289307
	Iteration 228Q: 3 clusters Score -6899358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -6899356.500000 Penalty: 3644.289307
	Iteration 229Q: 3 clusters Score -6899356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6899354.500000 Penalty: 3644.289307
	Iteration 230Q: 3 clusters Score -6899354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -6899357.500000 Penalty: 3644.289307
	Iteration 231Q: 3 clusters Score -6899358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -6899357.500000 Penalty: 3644.289307
	Iteration 232F: 3 clusters Score -6899358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Entering Unmasked Estep 
Score: -4627283.000000 Penalty: 1753.956421
	Iteration 0F: 2 clusters Score -4627283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -4602713.000000 Penalty: 3507.912842
	Iteration 0F: 3 clusters Score -4602713 nChanged 22763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -4615750.500000 Penalty: 3507.912842
	Iteration 1F: 3 clusters Score -4615750 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4616474.500000 Penalty: 3507.912842
	Iteration 2Q: 3 clusters Score -4616474 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4617435.500000 Penalty: 3507.912842
	Iteration 3Q: 3 clusters Score -4617436 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4618644.000000 Penalty: 3507.912842
	Iteration 4F: 3 clusters Score -4618644 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -4619976.500000 Penalty: 3507.912842
	Iteration 5F: 3 clusters Score -4619976 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4621538.500000 Penalty: 3507.912842
	Iteration 6F: 3 clusters Score -4621538 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4623161.000000 Penalty: 3507.912842
	Iteration 7F: 3 clusters Score -4623161 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -4624431.500000 Penalty: 3507.912842
	Iteration 8F: 3 clusters Score -4624432 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4625194.000000 Penalty: 3507.912842
	Iteration 9Q: 3 clusters Score -4625194 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -4625501.000000 Penalty: 3507.912842
	Iteration 10Q: 3 clusters Score -4625501 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4625633.500000 Penalty: 3507.912842
	Iteration 11Q: 3 clusters Score -4625634 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4625714.500000 Penalty: 3507.912842
	Iteration 12Q: 3 clusters Score -4625714 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4625772.000000 Penalty: 3507.912842
	Iteration 13Q: 3 clusters Score -4625772 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4625888.500000 Penalty: 3507.912842
	Iteration 14Q: 3 clusters Score -4625888 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4625963.000000 Penalty: 3507.912842
	Iteration 15Q: 3 clusters Score -4625963 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4626067.000000 Penalty: 3507.912842
	Iteration 16Q: 3 clusters Score -4626067 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4626214.000000 Penalty: 3507.912842
	Iteration 17Q: 3 clusters Score -4626214 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4626297.000000 Penalty: 3507.912842
	Iteration 18Q: 3 clusters Score -4626297 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -4626457.000000 Penalty: 3507.912842
	Iteration 19Q: 3 clusters Score -4626457 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4626598.500000 Penalty: 3507.912842
	Iteration 20F: 3 clusters Score -4626598 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -4626760.500000 Penalty: 3507.912842
	Iteration 21Q: 3 clusters Score -4626760 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -4626864.000000 Penalty: 3507.912842
	Iteration 22Q: 3 clusters Score -4626864 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4626975.500000 Penalty: 3507.912842
	Iteration 23Q: 3 clusters Score -4626976 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -4627006.500000 Penalty: 3507.912842
	Iteration 24Q: 3 clusters Score -4627006 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4626921.500000 Penalty: 3507.912842
	Iteration 25Q: 3 clusters Score -4626922 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4626802.500000 Penalty: 3507.912842
	Iteration 26Q: 3 clusters Score -4626802 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -4626732.000000 Penalty: 3507.912842
	Iteration 27Q: 3 clusters Score -4626732 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4626685.500000 Penalty: 3507.912842
	Iteration 28Q: 3 clusters Score -4626686 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4626612.500000 Penalty: 3507.912842
	Iteration 29Q: 3 clusters Score -4626612 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -4626557.000000 Penalty: 3507.912842
	Iteration 30Q: 3 clusters Score -4626557 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4626527.000000 Penalty: 3507.912842
	Iteration 31Q: 3 clusters Score -4626527 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4626482.000000 Penalty: 3507.912842
	Iteration 32Q: 3 clusters Score -4626482 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4626474.500000 Penalty: 3507.912842
	Iteration 33Q: 3 clusters Score -4626474 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4626454.000000 Penalty: 3507.912842
	Iteration 34Q: 3 clusters Score -4626454 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -4626443.500000 Penalty: 3507.912842
	Iteration 35Q: 3 clusters Score -4626444 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4626489.500000 Penalty: 3507.912842
	Iteration 36Q: 3 clusters Score -4626490 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4626532.000000 Penalty: 3507.912842
	Iteration 37Q: 3 clusters Score -4626532 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -4626543.500000 Penalty: 3507.912842
	Iteration 38Q: 3 clusters Score -4626544 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4626593.500000 Penalty: 3507.912842
	Iteration 39Q: 3 clusters Score -4626594 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4626612.500000 Penalty: 3507.912842
	Iteration 40F: 3 clusters Score -4626612 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4626626.000000 Penalty: 3507.912842
	Iteration 41Q: 3 clusters Score -4626626 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -4626642.000000 Penalty: 3507.912842
	Iteration 42Q: 3 clusters Score -4626642 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -4626705.000000 Penalty: 3507.912842
	Iteration 43Q: 3 clusters Score -4626705 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -4626759.500000 Penalty: 3507.912842
	Iteration 44Q: 3 clusters Score -4626760 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4626770.500000 Penalty: 3507.912842
	Iteration 45Q: 3 clusters Score -4626770 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4626821.000000 Penalty: 3507.912842
	Iteration 46Q: 3 clusters Score -4626821 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -4626819.000000 Penalty: 3507.912842
	Iteration 47Q: 3 clusters Score -4626819 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4626846.000000 Penalty: 3507.912842
	Iteration 48Q: 3 clusters Score -4626846 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4626821.000000 Penalty: 3507.912842
	Iteration 49Q: 3 clusters Score -4626821 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -4626795.000000 Penalty: 3507.912842
	Iteration 50Q: 3 clusters Score -4626795 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4626789.000000 Penalty: 3507.912842
	Iteration 51Q: 3 clusters Score -4626789 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4626777.000000 Penalty: 3507.912842
	Iteration 52Q: 3 clusters Score -4626777 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4626741.500000 Penalty: 3507.912842
	Iteration 53Q: 3 clusters Score -4626742 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4626704.500000 Penalty: 3507.912842
	Iteration 54Q: 3 clusters Score -4626704 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4626652.500000 Penalty: 3507.912842
	Iteration 55Q: 3 clusters Score -4626652 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4626614.000000 Penalty: 3507.912842
	Iteration 56Q: 3 clusters Score -4626614 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4626581.000000 Penalty: 3507.912842
	Iteration 57Q: 3 clusters Score -4626581 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4626535.000000 Penalty: 3507.912842
	Iteration 58Q: 3 clusters Score -4626535 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4626562.000000 Penalty: 3507.912842
	Iteration 59Q: 3 clusters Score -4626562 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4626551.000000 Penalty: 3507.912842
	Iteration 60F: 3 clusters Score -4626551 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4626558.500000 Penalty: 3507.912842
	Iteration 61Q: 3 clusters Score -4626558 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4626555.500000 Penalty: 3507.912842
	Iteration 62Q: 3 clusters Score -4626556 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4626541.000000 Penalty: 3507.912842
	Iteration 63Q: 3 clusters Score -4626541 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4626521.500000 Penalty: 3507.912842
	Iteration 64Q: 3 clusters Score -4626522 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -4626495.500000 Penalty: 3507.912842
	Iteration 65Q: 3 clusters Score -4626496 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4626466.000000 Penalty: 3507.912842
	Iteration 66Q: 3 clusters Score -4626466 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4626469.000000 Penalty: 3507.912842
	Iteration 67Q: 3 clusters Score -4626469 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4626431.500000 Penalty: 3507.912842
	Iteration 68Q: 3 clusters Score -4626432 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4626405.500000 Penalty: 3507.912842
	Iteration 69Q: 3 clusters Score -4626406 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4626398.000000 Penalty: 3507.912842
	Iteration 70Q: 3 clusters Score -4626398 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4626378.500000 Penalty: 3507.912842
	Iteration 71Q: 3 clusters Score -4626378 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4626373.500000 Penalty: 3507.912842
	Iteration 72Q: 3 clusters Score -4626374 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4626398.000000 Penalty: 3507.912842
	Iteration 73Q: 3 clusters Score -4626398 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4626418.000000 Penalty: 3507.912842
	Iteration 74Q: 3 clusters Score -4626418 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4626411.000000 Penalty: 3507.912842
	Iteration 75Q: 3 clusters Score -4626411 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4626423.000000 Penalty: 3507.912842
	Iteration 76Q: 3 clusters Score -4626423 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -4626441.000000 Penalty: 3507.912842
	Iteration 77Q: 3 clusters Score -4626441 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4626484.500000 Penalty: 3507.912842
	Iteration 78Q: 3 clusters Score -4626484 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4626507.500000 Penalty: 3507.912842
	Iteration 79Q: 3 clusters Score -4626508 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4626517.500000 Penalty: 3507.912842
	Iteration 80F: 3 clusters Score -4626518 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4626499.500000 Penalty: 3507.912842
	Iteration 81Q: 3 clusters Score -4626500 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4626525.500000 Penalty: 3507.912842
	Iteration 82Q: 3 clusters Score -4626526 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4626555.500000 Penalty: 3507.912842
	Iteration 83Q: 3 clusters Score -4626556 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4626570.500000 Penalty: 3507.912842
	Iteration 84Q: 3 clusters Score -4626570 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4626588.000000 Penalty: 3507.912842
	Iteration 85Q: 3 clusters Score -4626588 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4626633.000000 Penalty: 3507.912842
	Iteration 86Q: 3 clusters Score -4626633 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4626623.500000 Penalty: 3507.912842
	Iteration 87Q: 3 clusters Score -4626624 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4626611.500000 Penalty: 3507.912842
	Iteration 88Q: 3 clusters Score -4626612 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4626602.500000 Penalty: 3507.912842
	Iteration 89Q: 3 clusters Score -4626602 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4626603.500000 Penalty: 3507.912842
	Iteration 90Q: 3 clusters Score -4626604 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4626601.500000 Penalty: 3507.912842
	Iteration 91Q: 3 clusters Score -4626602 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4626614.500000 Penalty: 3507.912842
	Iteration 92Q: 3 clusters Score -4626614 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -4626644.000000 Penalty: 3507.912842
	Iteration 93Q: 3 clusters Score -4626644 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4626656.500000 Penalty: 3507.912842
	Iteration 94Q: 3 clusters Score -4626656 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4626666.500000 Penalty: 3507.912842
	Iteration 95Q: 3 clusters Score -4626666 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -4626684.500000 Penalty: 3507.912842
	Iteration 96Q: 3 clusters Score -4626684 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -4626736.500000 Penalty: 3507.912842
	Iteration 97Q: 3 clusters Score -4626736 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4626762.500000 Penalty: 3507.912842
	Iteration 98Q: 3 clusters Score -4626762 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4626770.500000 Penalty: 3507.912842
	Iteration 99Q: 3 clusters Score -4626770 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -4626859.000000 Penalty: 3507.912842
	Iteration 100F: 3 clusters Score -4626859 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4626949.500000 Penalty: 3507.912842
	Iteration 101Q: 3 clusters Score -4626950 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -4627067.000000 Penalty: 3507.912842
	Iteration 102Q: 3 clusters Score -4627067 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4627194.500000 Penalty: 3507.912842
	Iteration 103Q: 3 clusters Score -4627194 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4627153.000000 Penalty: 3507.912842
	Iteration 104Q: 3 clusters Score -4627153 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4627067.000000 Penalty: 3507.912842
	Iteration 105Q: 3 clusters Score -4627067 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4626970.500000 Penalty: 3507.912842
	Iteration 106Q: 3 clusters Score -4626970 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4626884.000000 Penalty: 3507.912842
	Iteration 107Q: 3 clusters Score -4626884 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4626803.000000 Penalty: 3507.912842
	Iteration 108Q: 3 clusters Score -4626803 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4626759.500000 Penalty: 3507.912842
	Iteration 109Q: 3 clusters Score -4626760 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4626726.000000 Penalty: 3507.912842
	Iteration 110Q: 3 clusters Score -4626726 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4626686.500000 Penalty: 3507.912842
	Iteration 111Q: 3 clusters Score -4626686 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4626645.500000 Penalty: 3507.912842
	Iteration 112Q: 3 clusters Score -4626646 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -4626606.500000 Penalty: 3507.912842
	Iteration 113Q: 3 clusters Score -4626606 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4626589.500000 Penalty: 3507.912842
	Iteration 114Q: 3 clusters Score -4626590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4626580.500000 Penalty: 3507.912842
	Iteration 115Q: 3 clusters Score -4626580 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4626571.500000 Penalty: 3507.912842
	Iteration 116Q: 3 clusters Score -4626572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -4626585.500000 Penalty: 3507.912842
	Iteration 117Q: 3 clusters Score -4626586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4626571.500000 Penalty: 3507.912842
	Iteration 118Q: 3 clusters Score -4626572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4626575.500000 Penalty: 3507.912842
	Iteration 119Q: 3 clusters Score -4626576 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4626566.500000 Penalty: 3507.912842
	Iteration 120F: 3 clusters Score -4626566 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4626554.000000 Penalty: 3507.912842
	Iteration 121Q: 3 clusters Score -4626554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4626567.000000 Penalty: 3507.912842
	Iteration 122Q: 3 clusters Score -4626567 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4626588.000000 Penalty: 3507.912842
	Iteration 123Q: 3 clusters Score -4626588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4626610.000000 Penalty: 3507.912842
	Iteration 124Q: 3 clusters Score -4626610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4626613.500000 Penalty: 3507.912842
	Iteration 125Q: 3 clusters Score -4626614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4626618.500000 Penalty: 3507.912842
	Iteration 126Q: 3 clusters Score -4626618 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -4626620.000000 Penalty: 3507.912842
	Iteration 127Q: 3 clusters Score -4626620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4626628.000000 Penalty: 3507.912842
	Iteration 128Q: 3 clusters Score -4626628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4626658.000000 Penalty: 3507.912842
	Iteration 129Q: 3 clusters Score -4626658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -4626650.500000 Penalty: 3507.912842
	Iteration 130Q: 3 clusters Score -4626650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4626669.500000 Penalty: 3507.912842
	Iteration 131Q: 3 clusters Score -4626670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4626660.500000 Penalty: 3507.912842
	Iteration 132Q: 3 clusters Score -4626660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4626677.500000 Penalty: 3507.912842
	Iteration 133Q: 3 clusters Score -4626678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4626677.500000 Penalty: 3507.912842
	Iteration 134Q: 3 clusters Score -4626678 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4626677.000000 Penalty: 3507.912842
	Iteration 135Q: 3 clusters Score -4626677 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4626704.500000 Penalty: 3507.912842
	Iteration 136Q: 3 clusters Score -4626704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4626707.500000 Penalty: 3507.912842
	Iteration 137Q: 3 clusters Score -4626708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4626727.500000 Penalty: 3507.912842
	Iteration 138Q: 3 clusters Score -4626728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4626738.000000 Penalty: 3507.912842
	Iteration 139Q: 3 clusters Score -4626738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4626731.000000 Penalty: 3507.912842
	Iteration 140F: 3 clusters Score -4626731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4626746.000000 Penalty: 3507.912842
	Iteration 141Q: 3 clusters Score -4626746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4626748.500000 Penalty: 3507.912842
	Iteration 142Q: 3 clusters Score -4626748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4626759.000000 Penalty: 3507.912842
	Iteration 143Q: 3 clusters Score -4626759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4626779.500000 Penalty: 3507.912842
	Iteration 144Q: 3 clusters Score -4626780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4626780.000000 Penalty: 3507.912842
	Iteration 145Q: 3 clusters Score -4626780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4626787.500000 Penalty: 3507.912842
	Iteration 146Q: 3 clusters Score -4626788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4626785.000000 Penalty: 3507.912842
	Iteration 147Q: 3 clusters Score -4626785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -4626783.000000 Penalty: 3507.912842
	Iteration 148Q: 3 clusters Score -4626783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4626781.500000 Penalty: 3507.912842
	Iteration 149Q: 3 clusters Score -4626782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4626792.500000 Penalty: 3507.912842
	Iteration 150Q: 3 clusters Score -4626792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -4626794.000000 Penalty: 3507.912842
	Iteration 151Q: 3 clusters Score -4626794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4626795.500000 Penalty: 3507.912842
	Iteration 152Q: 3 clusters Score -4626796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4626800.500000 Penalty: 3507.912842
	Iteration 153Q: 3 clusters Score -4626800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4626805.500000 Penalty: 3507.912842
	Iteration 154Q: 3 clusters Score -4626806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -4626804.000000 Penalty: 3507.912842
	Iteration 155Q: 3 clusters Score -4626804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4626817.500000 Penalty: 3507.912842
	Iteration 156Q: 3 clusters Score -4626818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4626821.000000 Penalty: 3507.912842
	Iteration 157Q: 3 clusters Score -4626821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4626826.500000 Penalty: 3507.912842
	Iteration 158Q: 3 clusters Score -4626826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4626826.000000 Penalty: 3507.912842
	Iteration 159Q: 3 clusters Score -4626826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4626823.000000 Penalty: 3507.912842
	Iteration 160F: 3 clusters Score -4626823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4626822.500000 Penalty: 3507.912842
	Iteration 161Q: 3 clusters Score -4626822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4626825.500000 Penalty: 3507.912842
	Iteration 162Q: 3 clusters Score -4626826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4626812.500000 Penalty: 3507.912842
	Iteration 163Q: 3 clusters Score -4626812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4626814.000000 Penalty: 3507.912842
	Iteration 164Q: 3 clusters Score -4626814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -4626816.000000 Penalty: 3507.912842
	Iteration 165Q: 3 clusters Score -4626816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4626821.500000 Penalty: 3507.912842
	Iteration 166Q: 3 clusters Score -4626822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4626815.500000 Penalty: 3507.912842
	Iteration 167Q: 3 clusters Score -4626816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4626813.500000 Penalty: 3507.912842
	Iteration 168Q: 3 clusters Score -4626814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4626820.000000 Penalty: 3507.912842
	Iteration 169Q: 3 clusters Score -4626820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4626812.500000 Penalty: 3507.912842
	Iteration 170Q: 3 clusters Score -4626812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4626814.000000 Penalty: 3507.912842
	Iteration 171Q: 3 clusters Score -4626814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4626818.500000 Penalty: 3507.912842
	Iteration 172Q: 3 clusters Score -4626818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4626807.500000 Penalty: 3507.912842
	Iteration 173Q: 3 clusters Score -4626808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4626814.500000 Penalty: 3507.912842
	Iteration 174Q: 3 clusters Score -4626814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4626816.500000 Penalty: 3507.912842
	Iteration 175Q: 3 clusters Score -4626816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -4626827.000000 Penalty: 3507.912842
	Iteration 176Q: 3 clusters Score -4626827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4626822.000000 Penalty: 3507.912842
	Iteration 177Q: 3 clusters Score -4626822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -4626821.500000 Penalty: 3507.912842
	Iteration 178Q: 3 clusters Score -4626822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4626817.500000 Penalty: 3507.912842
	Iteration 179Q: 3 clusters Score -4626818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4626818.500000 Penalty: 3507.912842
	Iteration 180F: 3 clusters Score -4626818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4626822.000000 Penalty: 3507.912842
	Iteration 181Q: 3 clusters Score -4626822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4626825.000000 Penalty: 3507.912842
	Iteration 182Q: 3 clusters Score -4626825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4626827.500000 Penalty: 3507.912842
	Iteration 183Q: 3 clusters Score -4626828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4626832.000000 Penalty: 3507.912842
	Iteration 184Q: 3 clusters Score -4626832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4626831.000000 Penalty: 3507.912842
	Iteration 185Q: 3 clusters Score -4626831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4626833.500000 Penalty: 3507.912842
	Iteration 186Q: 3 clusters Score -4626834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4626831.000000 Penalty: 3507.912842
	Iteration 187Q: 3 clusters Score -4626831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4626841.000000 Penalty: 3507.912842
	Iteration 188Q: 3 clusters Score -4626841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4626832.500000 Penalty: 3507.912842
	Iteration 189Q: 3 clusters Score -4626832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4626828.500000 Penalty: 3507.912842
	Iteration 190Q: 3 clusters Score -4626828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4626829.500000 Penalty: 3507.912842
	Iteration 191Q: 3 clusters Score -4626830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4626833.500000 Penalty: 3507.912842
	Iteration 192Q: 3 clusters Score -4626834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4626839.500000 Penalty: 3507.912842
	Iteration 193Q: 3 clusters Score -4626840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4626834.000000 Penalty: 3507.912842
	Iteration 194Q: 3 clusters Score -4626834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4626830.500000 Penalty: 3507.912842
	Iteration 195Q: 3 clusters Score -4626830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4626831.500000 Penalty: 3507.912842
	Iteration 196Q: 3 clusters Score -4626832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4626830.000000 Penalty: 3507.912842
	Iteration 197Q: 3 clusters Score -4626830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4626821.000000 Penalty: 3507.912842
	Iteration 198Q: 3 clusters Score -4626821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4626812.500000 Penalty: 3507.912842
	Iteration 199Q: 3 clusters Score -4626812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4626804.500000 Penalty: 3507.912842
	Iteration 200F: 3 clusters Score -4626804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4626806.500000 Penalty: 3507.912842
	Iteration 201Q: 3 clusters Score -4626806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4626806.500000 Penalty: 3507.912842
	Iteration 202Q: 3 clusters Score -4626806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4626809.500000 Penalty: 3507.912842
	Iteration 203Q: 3 clusters Score -4626810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4626810.000000 Penalty: 3507.912842
	Iteration 204Q: 3 clusters Score -4626810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -4626818.500000 Penalty: 3507.912842
	Iteration 205Q: 3 clusters Score -4626818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4626817.000000 Penalty: 3507.912842
	Iteration 206Q: 3 clusters Score -4626817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4626814.000000 Penalty: 3507.912842
	Iteration 207Q: 3 clusters Score -4626814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4626817.500000 Penalty: 3507.912842
	Iteration 208Q: 3 clusters Score -4626818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4626799.000000 Penalty: 3507.912842
	Iteration 209Q: 3 clusters Score -4626799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -4626801.500000 Penalty: 3507.912842
	Iteration 210Q: 3 clusters Score -4626802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4626805.000000 Penalty: 3507.912842
	Iteration 211Q: 3 clusters Score -4626805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4626809.500000 Penalty: 3507.912842
	Iteration 212Q: 3 clusters Score -4626810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4626803.500000 Penalty: 3507.912842
	Iteration 213Q: 3 clusters Score -4626804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4626802.000000 Penalty: 3507.912842
	Iteration 214Q: 3 clusters Score -4626802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -4626796.000000 Penalty: 3507.912842
	Iteration 215Q: 3 clusters Score -4626796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4626789.000000 Penalty: 3507.912842
	Iteration 216Q: 3 clusters Score -4626789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4626786.000000 Penalty: 3507.912842
	Iteration 217Q: 3 clusters Score -4626786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4626773.000000 Penalty: 3507.912842
	Iteration 218Q: 3 clusters Score -4626773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -4626776.500000 Penalty: 3507.912842
	Iteration 219Q: 3 clusters Score -4626776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4626773.000000 Penalty: 3507.912842
	Iteration 220F: 3 clusters Score -4626773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4626756.500000 Penalty: 3507.912842
	Iteration 221Q: 3 clusters Score -4626756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -4626744.500000 Penalty: 3507.912842
	Iteration 222Q: 3 clusters Score -4626744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4626746.000000 Penalty: 3507.912842
	Iteration 223Q: 3 clusters Score -4626746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -4626744.500000 Penalty: 3507.912842
	Iteration 224Q: 3 clusters Score -4626744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4626737.500000 Penalty: 3507.912842
	Iteration 225Q: 3 clusters Score -4626738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4626724.000000 Penalty: 3507.912842
	Iteration 226Q: 3 clusters Score -4626724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4626712.500000 Penalty: 3507.912842
	Iteration 227Q: 3 clusters Score -4626712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4626713.500000 Penalty: 3507.912842
	Iteration 228Q: 3 clusters Score -4626714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4626707.500000 Penalty: 3507.912842
	Iteration 229Q: 3 clusters Score -4626708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -4626706.000000 Penalty: 3507.912842
	Iteration 230Q: 3 clusters Score -4626706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4626703.500000 Penalty: 3507.912842
	Iteration 231Q: 3 clusters Score -4626704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4626704.500000 Penalty: 3507.912842
	Iteration 232Q: 3 clusters Score -4626704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -4626693.500000 Penalty: 3507.912842
	Iteration 233Q: 3 clusters Score -4626694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4626674.500000 Penalty: 3507.912842
	Iteration 234Q: 3 clusters Score -4626674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4626672.000000 Penalty: 3507.912842
	Iteration 235Q: 3 clusters Score -4626672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4626655.000000 Penalty: 3507.912842
	Iteration 236Q: 3 clusters Score -4626655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4626638.000000 Penalty: 3507.912842
	Iteration 237Q: 3 clusters Score -4626638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4626638.000000 Penalty: 3507.912842
	Iteration 238Q: 3 clusters Score -4626638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4626631.000000 Penalty: 3507.912842
	Iteration 239Q: 3 clusters Score -4626631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4626627.500000 Penalty: 3507.912842
	Iteration 240F: 3 clusters Score -4626628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4626614.500000 Penalty: 3507.912842
	Iteration 241Q: 3 clusters Score -4626614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4626603.500000 Penalty: 3507.912842
	Iteration 242Q: 3 clusters Score -4626604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -4626610.000000 Penalty: 3507.912842
	Iteration 243Q: 3 clusters Score -4626610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4626602.500000 Penalty: 3507.912842
	Iteration 244Q: 3 clusters Score -4626602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4626591.000000 Penalty: 3507.912842
	Iteration 245Q: 3 clusters Score -4626591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4626585.500000 Penalty: 3507.912842
	Iteration 246Q: 3 clusters Score -4626586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -4626574.000000 Penalty: 3507.912842
	Iteration 247Q: 3 clusters Score -4626574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4626572.000000 Penalty: 3507.912842
	Iteration 248Q: 3 clusters Score -4626572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4626568.500000 Penalty: 3507.912842
	Iteration 249Q: 3 clusters Score -4626568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -4626552.500000 Penalty: 3507.912842
	Iteration 250Q: 3 clusters Score -4626552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4626541.000000 Penalty: 3507.912842
	Iteration 251Q: 3 clusters Score -4626541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4626532.500000 Penalty: 3507.912842
	Iteration 252Q: 3 clusters Score -4626532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4626536.500000 Penalty: 3507.912842
	Iteration 253Q: 3 clusters Score -4626536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4626525.500000 Penalty: 3507.912842
	Iteration 254Q: 3 clusters Score -4626526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4626521.500000 Penalty: 3507.912842
	Iteration 255Q: 3 clusters Score -4626522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4626502.500000 Penalty: 3507.912842
	Iteration 256Q: 3 clusters Score -4626502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4626502.500000 Penalty: 3507.912842
	Iteration 257Q: 3 clusters Score -4626502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4626493.000000 Penalty: 3507.912842
	Iteration 258Q: 3 clusters Score -4626493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4626486.000000 Penalty: 3507.912842
	Iteration 259Q: 3 clusters Score -4626486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4626481.000000 Penalty: 3507.912842
	Iteration 260F: 3 clusters Score -4626481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4626480.500000 Penalty: 3507.912842
	Iteration 261Q: 3 clusters Score -4626480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4626476.000000 Penalty: 3507.912842
	Iteration 262Q: 3 clusters Score -4626476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4626466.500000 Penalty: 3507.912842
	Iteration 263Q: 3 clusters Score -4626466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -4626460.000000 Penalty: 3507.912842
	Iteration 264Q: 3 clusters Score -4626460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4626459.500000 Penalty: 3507.912842
	Iteration 265Q: 3 clusters Score -4626460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4626460.000000 Penalty: 3507.912842
	Iteration 266Q: 3 clusters Score -4626460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4626462.500000 Penalty: 3507.912842
	Iteration 267Q: 3 clusters Score -4626462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4626460.500000 Penalty: 3507.912842
	Iteration 268Q: 3 clusters Score -4626460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4626444.500000 Penalty: 3507.912842
	Iteration 269Q: 3 clusters Score -4626444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4626446.000000 Penalty: 3507.912842
	Iteration 270Q: 3 clusters Score -4626446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4626441.500000 Penalty: 3507.912842
	Iteration 271Q: 3 clusters Score -4626442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -4626444.000000 Penalty: 3507.912842
	Iteration 272Q: 3 clusters Score -4626444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4626437.500000 Penalty: 3507.912842
	Iteration 273Q: 3 clusters Score -4626438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4626423.000000 Penalty: 3507.912842
	Iteration 274Q: 3 clusters Score -4626423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4626415.000000 Penalty: 3507.912842
	Iteration 275Q: 3 clusters Score -4626415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4626409.000000 Penalty: 3507.912842
	Iteration 276Q: 3 clusters Score -4626409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4626400.000000 Penalty: 3507.912842
	Iteration 277Q: 3 clusters Score -4626400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4626398.500000 Penalty: 3507.912842
	Iteration 278Q: 3 clusters Score -4626398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4626408.000000 Penalty: 3507.912842
	Iteration 279Q: 3 clusters Score -4626408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4626400.000000 Penalty: 3507.912842
	Iteration 280F: 3 clusters Score -4626400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4626398.000000 Penalty: 3507.912842
	Iteration 281Q: 3 clusters Score -4626398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4626388.000000 Penalty: 3507.912842
	Iteration 282Q: 3 clusters Score -4626388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4626379.000000 Penalty: 3507.912842
	Iteration 283Q: 3 clusters Score -4626379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4626376.500000 Penalty: 3507.912842
	Iteration 284Q: 3 clusters Score -4626376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4626368.000000 Penalty: 3507.912842
	Iteration 285Q: 3 clusters Score -4626368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4626355.500000 Penalty: 3507.912842
	Iteration 286Q: 3 clusters Score -4626356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4626353.000000 Penalty: 3507.912842
	Iteration 287Q: 3 clusters Score -4626353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4626341.500000 Penalty: 3507.912842
	Iteration 288Q: 3 clusters Score -4626342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4626341.500000 Penalty: 3507.912842
	Iteration 289Q: 3 clusters Score -4626342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -4626342.500000 Penalty: 3507.912842
	Iteration 290Q: 3 clusters Score -4626342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4626352.000000 Penalty: 3507.912842
	Iteration 291Q: 3 clusters Score -4626352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4626349.500000 Penalty: 3507.912842
	Iteration 292Q: 3 clusters Score -4626350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4626350.000000 Penalty: 3507.912842
	Iteration 293Q: 3 clusters Score -4626350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4626355.000000 Penalty: 3507.912842
	Iteration 294Q: 3 clusters Score -4626355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4626355.500000 Penalty: 3507.912842
	Iteration 295Q: 3 clusters Score -4626356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4626350.000000 Penalty: 3507.912842
	Iteration 296Q: 3 clusters Score -4626350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4626350.000000 Penalty: 3507.912842
	Iteration 297Q: 3 clusters Score -4626350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4626353.500000 Penalty: 3507.912842
	Iteration 298Q: 3 clusters Score -4626354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4626356.000000 Penalty: 3507.912842
	Iteration 299Q: 3 clusters Score -4626356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4626336.000000 Penalty: 3507.912842
	Iteration 300F: 3 clusters Score -4626336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4626349.000000 Penalty: 3507.912842
	Iteration 301Q: 3 clusters Score -4626349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4626337.000000 Penalty: 3507.912842
	Iteration 302Q: 3 clusters Score -4626337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4626337.000000 Penalty: 3507.912842
	Iteration 303Q: 3 clusters Score -4626337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4626338.500000 Penalty: 3507.912842
	Iteration 304Q: 3 clusters Score -4626338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4626339.000000 Penalty: 3507.912842
	Iteration 305Q: 3 clusters Score -4626339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4626338.500000 Penalty: 3507.912842
	Iteration 306Q: 3 clusters Score -4626338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4626341.000000 Penalty: 3507.912842
	Iteration 307Q: 3 clusters Score -4626341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4626344.000000 Penalty: 3507.912842
	Iteration 308Q: 3 clusters Score -4626344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4626344.000000 Penalty: 3507.912842
	Iteration 309Q: 3 clusters Score -4626344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -4626345.500000 Penalty: 3507.912842
	Iteration 310Q: 3 clusters Score -4626346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4626348.000000 Penalty: 3507.912842
	Iteration 311Q: 3 clusters Score -4626348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4626348.000000 Penalty: 3507.912842
	Iteration 312Q: 3 clusters Score -4626348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4626350.000000 Penalty: 3507.912842
	Iteration 313Q: 3 clusters Score -4626350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4626349.500000 Penalty: 3507.912842
	Iteration 314Q: 3 clusters Score -4626350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4626347.000000 Penalty: 3507.912842
	Iteration 315Q: 3 clusters Score -4626347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4626345.000000 Penalty: 3507.912842
	Iteration 316Q: 3 clusters Score -4626345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4626341.500000 Penalty: 3507.912842
	Iteration 317Q: 3 clusters Score -4626342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4626342.000000 Penalty: 3507.912842
	Iteration 318Q: 3 clusters Score -4626342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4626342.000000 Penalty: 3507.912842
	Iteration 319F: 3 clusters Score -4626342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -564096.125000 Penalty: 1422.114624
	Iteration 0F: 2 clusters Score -564096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -559247.062500 Penalty: 2844.229248
	Iteration 0F: 3 clusters Score -559247.1 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -561100.000000 Penalty: 2844.229248
	Iteration 1F: 3 clusters Score -561100 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -561996.312500 Penalty: 2844.229248
	Iteration 2F: 3 clusters Score -561996.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -562850.687500 Penalty: 2844.229248
	Iteration 3F: 3 clusters Score -562850.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -563473.625000 Penalty: 2844.229248
	Iteration 4F: 3 clusters Score -563473.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -563899.625000 Penalty: 2844.229248
	Iteration 5F: 3 clusters Score -563899.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -564206.750000 Penalty: 2844.229248
	Iteration 6Q: 3 clusters Score -564206.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -564332.312500 Penalty: 2844.229248
	Iteration 7Q: 3 clusters Score -564332.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -564386.062500 Penalty: 2844.229248
	Iteration 8Q: 3 clusters Score -564386.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -564412.875000 Penalty: 2844.229248
	Iteration 9Q: 3 clusters Score -564412.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -564425.937500 Penalty: 2844.229248
	Iteration 10Q: 3 clusters Score -564425.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -564431.125000 Penalty: 2844.229248
	Iteration 11Q: 3 clusters Score -564431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -564437.437500 Penalty: 2844.229248
	Iteration 12Q: 3 clusters Score -564437.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -564441.187500 Penalty: 2844.229248
	Iteration 13Q: 3 clusters Score -564441.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -564443.750000 Penalty: 2844.229248
	Iteration 14Q: 3 clusters Score -564443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -564445.562500 Penalty: 2844.229248
	Iteration 15Q: 3 clusters Score -564445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -564449.312500 Penalty: 2844.229248
	Iteration 16Q: 3 clusters Score -564449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -564453.625000 Penalty: 2844.229248
	Iteration 17Q: 3 clusters Score -564453.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -564455.250000 Penalty: 2844.229248
	Iteration 18Q: 3 clusters Score -564455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -564456.437500 Penalty: 2844.229248
	Iteration 19Q: 3 clusters Score -564456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -564460.500000 Penalty: 2844.229248
	Iteration 20F: 3 clusters Score -564460.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -564464.750000 Penalty: 2844.229248
	Iteration 21Q: 3 clusters Score -564464.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -564472.875000 Penalty: 2844.229248
	Iteration 22Q: 3 clusters Score -564472.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -564480.062500 Penalty: 2844.229248
	Iteration 23Q: 3 clusters Score -564480.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -564493.375000 Penalty: 2844.229248
	Iteration 24Q: 3 clusters Score -564493.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -564514.187500 Penalty: 2844.229248
	Iteration 25Q: 3 clusters Score -564514.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -564542.750000 Penalty: 2844.229248
	Iteration 26Q: 3 clusters Score -564542.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -564563.187500 Penalty: 2844.229248
	Iteration 27Q: 3 clusters Score -564563.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -564579.875000 Penalty: 2844.229248
	Iteration 28Q: 3 clusters Score -564579.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -564587.500000 Penalty: 2844.229248
	Iteration 29Q: 3 clusters Score -564587.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -564591.000000 Penalty: 2844.229248
	Iteration 30Q: 3 clusters Score -564591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -564592.437500 Penalty: 2844.229248
	Iteration 31Q: 3 clusters Score -564592.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -564593.062500 Penalty: 2844.229248
	Iteration 32Q: 3 clusters Score -564593.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -564596.562500 Penalty: 2844.229248
	Iteration 33Q: 3 clusters Score -564596.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -564599.500000 Penalty: 2844.229248
	Iteration 34Q: 3 clusters Score -564599.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -564603.187500 Penalty: 2844.229248
	Iteration 35Q: 3 clusters Score -564603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -564604.687500 Penalty: 2844.229248
	Iteration 36Q: 3 clusters Score -564604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -564607.250000 Penalty: 2844.229248
	Iteration 37Q: 3 clusters Score -564607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -564607.812500 Penalty: 2844.229248
	Iteration 38Q: 3 clusters Score -564607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -564608.000000 Penalty: 2844.229248
	Iteration 39Q: 3 clusters Score -564608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -564608.687500 Penalty: 2844.229248
	Iteration 40F: 3 clusters Score -564608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -564610.125000 Penalty: 2844.229248
	Iteration 41Q: 3 clusters Score -564610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -564609.687500 Penalty: 2844.229248
	Iteration 42Q: 3 clusters Score -564609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -564609.687500 Penalty: 2844.229248
	Iteration 43Q: 3 clusters Score -564609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -564609.562500 Penalty: 2844.229248
	Iteration 44Q: 3 clusters Score -564609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -564609.562500 Penalty: 2844.229248
	Iteration 45F: 3 clusters Score -564609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 10261 members 
Mstep: Class 7 contains 88447 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 4843 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 25728 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Entering Unmasked Estep 
Score: -49672676.000000 Penalty: 42918.753906
Splitting cluster 5 changes total score from -49673236.000000 to -49672676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (10261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Entering Unmasked Estep 
Score: -835958.812500 Penalty: 1500.867188
	Iteration 0F: 2 clusters Score -835958.8 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 5231 members 
Entering Unmasked Estep 
Score: -828813.625000 Penalty: 3001.734375
	Iteration 0F: 3 clusters Score -828813.6 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -832236.875000 Penalty: 3001.734375
	Iteration 1F: 3 clusters Score -832236.9 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -833506.812500 Penalty: 3001.734375
	Iteration 2F: 3 clusters Score -833506.8 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -834493.062500 Penalty: 3001.734375
	Iteration 3F: 3 clusters Score -834493.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -835196.375000 Penalty: 3001.734375
	Iteration 4F: 3 clusters Score -835196.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -835661.750000 Penalty: 3001.734375
	Iteration 5F: 3 clusters Score -835661.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -835984.187500 Penalty: 3001.734375
	Iteration 6Q: 3 clusters Score -835984.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -836178.000000 Penalty: 3001.734375
	Iteration 7Q: 3 clusters Score -836178 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -836277.812500 Penalty: 3001.734375
	Iteration 8Q: 3 clusters Score -836277.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -836337.875000 Penalty: 3001.734375
	Iteration 9Q: 3 clusters Score -836337.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -836386.437500 Penalty: 3001.734375
	Iteration 10Q: 3 clusters Score -836386.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -836425.687500 Penalty: 3001.734375
	Iteration 11Q: 3 clusters Score -836425.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -836477.312500 Penalty: 3001.734375
	Iteration 12Q: 3 clusters Score -836477.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -836548.500000 Penalty: 3001.734375
	Iteration 13Q: 3 clusters Score -836548.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -836624.437500 Penalty: 3001.734375
	Iteration 14Q: 3 clusters Score -836624.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -836733.000000 Penalty: 3001.734375
	Iteration 15Q: 3 clusters Score -836733 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -836837.062500 Penalty: 3001.734375
	Iteration 16Q: 3 clusters Score -836837.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -836932.187500 Penalty: 3001.734375
	Iteration 17Q: 3 clusters Score -836932.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -836995.312500 Penalty: 3001.734375
	Iteration 18Q: 3 clusters Score -836995.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -837044.187500 Penalty: 3001.734375
	Iteration 19Q: 3 clusters Score -837044.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -837107.375000 Penalty: 3001.734375
	Iteration 20F: 3 clusters Score -837107.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -837150.375000 Penalty: 3001.734375
	Iteration 21Q: 3 clusters Score -837150.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -837186.937500 Penalty: 3001.734375
	Iteration 22Q: 3 clusters Score -837186.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -837209.687500 Penalty: 3001.734375
	Iteration 23Q: 3 clusters Score -837209.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -837226.562500 Penalty: 3001.734375
	Iteration 24Q: 3 clusters Score -837226.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -837240.687500 Penalty: 3001.734375
	Iteration 25Q: 3 clusters Score -837240.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -837244.187500 Penalty: 3001.734375
	Iteration 26Q: 3 clusters Score -837244.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -837247.437500 Penalty: 3001.734375
	Iteration 27Q: 3 clusters Score -837247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -837250.937500 Penalty: 3001.734375
	Iteration 28Q: 3 clusters Score -837250.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -837250.437500 Penalty: 3001.734375
	Iteration 29Q: 3 clusters Score -837250.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -837254.687500 Penalty: 3001.734375
	Iteration 30Q: 3 clusters Score -837254.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -837259.000000 Penalty: 3001.734375
	Iteration 31Q: 3 clusters Score -837259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -837268.625000 Penalty: 3001.734375
	Iteration 32Q: 3 clusters Score -837268.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -837284.000000 Penalty: 3001.734375
	Iteration 33Q: 3 clusters Score -837284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -837300.375000 Penalty: 3001.734375
	Iteration 34Q: 3 clusters Score -837300.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -837318.875000 Penalty: 3001.734375
	Iteration 35Q: 3 clusters Score -837318.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -837328.250000 Penalty: 3001.734375
	Iteration 36Q: 3 clusters Score -837328.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -837330.312500 Penalty: 3001.734375
	Iteration 37Q: 3 clusters Score -837330.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -837338.375000 Penalty: 3001.734375
	Iteration 38Q: 3 clusters Score -837338.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -837340.187500 Penalty: 3001.734375
	Iteration 39Q: 3 clusters Score -837340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -837340.812500 Penalty: 3001.734375
	Iteration 40F: 3 clusters Score -837340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -837341.750000 Penalty: 3001.734375
	Iteration 41Q: 3 clusters Score -837341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -837345.500000 Penalty: 3001.734375
	Iteration 42Q: 3 clusters Score -837345.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -837347.875000 Penalty: 3001.734375
	Iteration 43Q: 3 clusters Score -837347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -837347.375000 Penalty: 3001.734375
	Iteration 44Q: 3 clusters Score -837347.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -837351.312500 Penalty: 3001.734375
	Iteration 45Q: 3 clusters Score -837351.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -837356.687500 Penalty: 3001.734375
	Iteration 46Q: 3 clusters Score -837356.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -837358.437500 Penalty: 3001.734375
	Iteration 47Q: 3 clusters Score -837358.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -837357.375000 Penalty: 3001.734375
	Iteration 48Q: 3 clusters Score -837357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -837357.875000 Penalty: 3001.734375
	Iteration 49Q: 3 clusters Score -837357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -837358.625000 Penalty: 3001.734375
	Iteration 50Q: 3 clusters Score -837358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -837359.875000 Penalty: 3001.734375
	Iteration 51Q: 3 clusters Score -837359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -837359.687500 Penalty: 3001.734375
	Iteration 52Q: 3 clusters Score -837359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -837359.125000 Penalty: 3001.734375
	Iteration 53Q: 3 clusters Score -837359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -837359.312500 Penalty: 3001.734375
	Iteration 54Q: 3 clusters Score -837359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -837360.125000 Penalty: 3001.734375
	Iteration 55Q: 3 clusters Score -837360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -837360.437500 Penalty: 3001.734375
	Iteration 56Q: 3 clusters Score -837360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -837360.437500 Penalty: 3001.734375
	Iteration 57F: 3 clusters Score -837360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 88447 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 4843 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 25728 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Entering Unmasked Estep 
Score: -49673760.000000 Penalty: 42918.753906
Splitting cluster 6 changes total score from -49673236.000000 to -49673760.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 7 (88447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Entering Unmasked Estep 
Score: -8604561.000000 Penalty: 1850.900757
	Iteration 0F: 2 clusters Score -8604561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8547840.000000 Penalty: 3701.801514
	Iteration 0F: 3 clusters Score -8547840 nChanged 42361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -8571522.000000 Penalty: 3701.801514
	Iteration 1F: 3 clusters Score -8571522 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -8574112.000000 Penalty: 3701.801514
	Iteration 2F: 3 clusters Score -8574112 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -8574547.000000 Penalty: 3701.801514
	Iteration 3F: 3 clusters Score -8574547 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -8577453.000000 Penalty: 3701.801514
	Iteration 4F: 3 clusters Score -8577453 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -8580066.000000 Penalty: 3701.801514
	Iteration 5F: 3 clusters Score -8580066 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -8582251.000000 Penalty: 3701.801514
	Iteration 6F: 3 clusters Score -8582251 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -8584018.000000 Penalty: 3701.801514
	Iteration 7F: 3 clusters Score -8584018 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -8585006.000000 Penalty: 3701.801514
	Iteration 8F: 3 clusters Score -8585006 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -8586823.000000 Penalty: 3701.801514
	Iteration 9F: 3 clusters Score -8586823 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -8587885.000000 Penalty: 3701.801514
	Iteration 10Q: 3 clusters Score -8587885 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -8587325.000000 Penalty: 3701.801514
	Iteration 11Q: 3 clusters Score -8587325 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -8587616.000000 Penalty: 3701.801514
	Iteration 12Q: 3 clusters Score -8587616 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -8588386.000000 Penalty: 3701.801514
	Iteration 13Q: 3 clusters Score -8588386 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -8589437.000000 Penalty: 3701.801514
	Iteration 14Q: 3 clusters Score -8589437 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -8590392.000000 Penalty: 3701.801514
	Iteration 15Q: 3 clusters Score -8590392 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -8590553.000000 Penalty: 3701.801514
	Iteration 16Q: 3 clusters Score -8590553 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -8590376.000000 Penalty: 3701.801514
	Iteration 17Q: 3 clusters Score -8590376 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -8590337.000000 Penalty: 3701.801514
	Iteration 18Q: 3 clusters Score -8590337 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -8590402.000000 Penalty: 3701.801514
	Iteration 19Q: 3 clusters Score -8590402 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -8590478.000000 Penalty: 3701.801514
	Iteration 20F: 3 clusters Score -8590478 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -8590554.000000 Penalty: 3701.801514
	Iteration 21Q: 3 clusters Score -8590554 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -8590567.000000 Penalty: 3701.801514
	Iteration 22Q: 3 clusters Score -8590567 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -8590610.000000 Penalty: 3701.801514
	Iteration 23Q: 3 clusters Score -8590610 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -8590592.000000 Penalty: 3701.801514
	Iteration 24Q: 3 clusters Score -8590592 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -8590636.000000 Penalty: 3701.801514
	Iteration 25Q: 3 clusters Score -8590636 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -8590645.000000 Penalty: 3701.801514
	Iteration 26Q: 3 clusters Score -8590645 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -8590683.000000 Penalty: 3701.801514
	Iteration 27Q: 3 clusters Score -8590683 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -8590692.000000 Penalty: 3701.801514
	Iteration 28Q: 3 clusters Score -8590692 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -8590716.000000 Penalty: 3701.801514
	Iteration 29Q: 3 clusters Score -8590716 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -8590738.000000 Penalty: 3701.801514
	Iteration 30Q: 3 clusters Score -8590738 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -8590833.000000 Penalty: 3701.801514
	Iteration 31Q: 3 clusters Score -8590833 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -8590871.000000 Penalty: 3701.801514
	Iteration 32Q: 3 clusters Score -8590871 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -8590966.000000 Penalty: 3701.801514
	Iteration 33Q: 3 clusters Score -8590966 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -8590956.000000 Penalty: 3701.801514
	Iteration 34Q: 3 clusters Score -8590956 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -8591028.000000 Penalty: 3701.801514
	Iteration 35Q: 3 clusters Score -8591028 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -8591143.000000 Penalty: 3701.801514
	Iteration 36Q: 3 clusters Score -8591143 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -8591167.000000 Penalty: 3701.801514
	Iteration 37Q: 3 clusters Score -8591167 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -8591233.000000 Penalty: 3701.801514
	Iteration 38Q: 3 clusters Score -8591233 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -8591299.000000 Penalty: 3701.801514
	Iteration 39Q: 3 clusters Score -8591299 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -8591352.000000 Penalty: 3701.801514
	Iteration 40F: 3 clusters Score -8591352 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -8591394.000000 Penalty: 3701.801514
	Iteration 41Q: 3 clusters Score -8591394 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -8591502.000000 Penalty: 3701.801514
	Iteration 42Q: 3 clusters Score -8591502 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -8591517.000000 Penalty: 3701.801514
	Iteration 43Q: 3 clusters Score -8591517 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -8591594.000000 Penalty: 3701.801514
	Iteration 44Q: 3 clusters Score -8591594 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -8591706.000000 Penalty: 3701.801514
	Iteration 45Q: 3 clusters Score -8591706 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -8591822.000000 Penalty: 3701.801514
	Iteration 46Q: 3 clusters Score -8591822 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -8591969.000000 Penalty: 3701.801514
	Iteration 47Q: 3 clusters Score -8591969 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -8592127.000000 Penalty: 3701.801514
	Iteration 48Q: 3 clusters Score -8592127 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -8592307.000000 Penalty: 3701.801514
	Iteration 49Q: 3 clusters Score -8592307 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -8592654.000000 Penalty: 3701.801514
	Iteration 50Q: 3 clusters Score -8592654 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -8593140.000000 Penalty: 3701.801514
	Iteration 51Q: 3 clusters Score -8593140 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -8593772.000000 Penalty: 3701.801514
	Iteration 52Q: 3 clusters Score -8593772 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -8594834.000000 Penalty: 3701.801514
	Iteration 53Q: 3 clusters Score -8594834 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -8596460.000000 Penalty: 3701.801514
	Iteration 54Q: 3 clusters Score -8596460 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -8598957.000000 Penalty: 3701.801514
	Iteration 55Q: 3 clusters Score -8598957 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -8602226.000000 Penalty: 3701.801514
	Iteration 56Q: 3 clusters Score -8602226 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -8605195.000000 Penalty: 3701.801514
	Iteration 57Q: 3 clusters Score -8605195 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -8606879.000000 Penalty: 3701.801514
	Iteration 58Q: 3 clusters Score -8606879 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -8607726.000000 Penalty: 3701.801514
	Iteration 59Q: 3 clusters Score -8607726 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -8608849.000000 Penalty: 3701.801514
	Iteration 60F: 3 clusters Score -8608849 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -8609576.000000 Penalty: 3701.801514
	Iteration 61Q: 3 clusters Score -8609576 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -8609615.000000 Penalty: 3701.801514
	Iteration 62Q: 3 clusters Score -8609615 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -8609627.000000 Penalty: 3701.801514
	Iteration 63Q: 3 clusters Score -8609627 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -8609716.000000 Penalty: 3701.801514
	Iteration 64Q: 3 clusters Score -8609716 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -8609723.000000 Penalty: 3701.801514
	Iteration 65Q: 3 clusters Score -8609723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -8609728.000000 Penalty: 3701.801514
	Iteration 66Q: 3 clusters Score -8609728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -8609732.000000 Penalty: 3701.801514
	Iteration 67Q: 3 clusters Score -8609732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -8609715.000000 Penalty: 3701.801514
	Iteration 68Q: 3 clusters Score -8609715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -8609713.000000 Penalty: 3701.801514
	Iteration 69Q: 3 clusters Score -8609713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8609730.000000 Penalty: 3701.801514
	Iteration 70Q: 3 clusters Score -8609730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -8609727.000000 Penalty: 3701.801514
	Iteration 71Q: 3 clusters Score -8609727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -8609726.000000 Penalty: 3701.801514
	Iteration 72Q: 3 clusters Score -8609726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8609728.000000 Penalty: 3701.801514
	Iteration 73Q: 3 clusters Score -8609728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -8609723.000000 Penalty: 3701.801514
	Iteration 74Q: 3 clusters Score -8609723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -8609723.000000 Penalty: 3701.801514
	Iteration 75F: 3 clusters Score -8609723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 4843 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 25728 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 47115 members 
Entering Unmasked Estep 
Score: -49678004.000000 Penalty: 45064.691406
Splitting cluster 7 changes total score from -49673236.000000 to -49678004.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (5255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Entering Unmasked Estep 
Score: -467360.250000 Penalty: 1392.127075
	Iteration 0F: 2 clusters Score -467360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -463295.875000 Penalty: 2784.254150
	Iteration 0F: 3 clusters Score -463295.9 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -464486.343750 Penalty: 2784.254150
	Iteration 1F: 3 clusters Score -464486.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -464815.343750 Penalty: 2784.254150
	Iteration 2F: 3 clusters Score -464815.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -465209.812500 Penalty: 2784.254150
	Iteration 3F: 3 clusters Score -465209.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -465645.093750 Penalty: 2784.254150
	Iteration 4F: 3 clusters Score -465645.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -466021.781250 Penalty: 2784.254150
	Iteration 5F: 3 clusters Score -466021.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -466269.125000 Penalty: 2784.254150
	Iteration 6F: 3 clusters Score -466269.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -466406.031250 Penalty: 2784.254150
	Iteration 7Q: 3 clusters Score -466406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -466475.812500 Penalty: 2784.254150
	Iteration 8Q: 3 clusters Score -466475.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -466519.406250 Penalty: 2784.254150
	Iteration 9Q: 3 clusters Score -466519.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -466547.343750 Penalty: 2784.254150
	Iteration 10Q: 3 clusters Score -466547.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -466569.125000 Penalty: 2784.254150
	Iteration 11Q: 3 clusters Score -466569.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -466596.687500 Penalty: 2784.254150
	Iteration 12Q: 3 clusters Score -466596.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -466616.031250 Penalty: 2784.254150
	Iteration 13Q: 3 clusters Score -466616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -466626.062500 Penalty: 2784.254150
	Iteration 14Q: 3 clusters Score -466626.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -466632.937500 Penalty: 2784.254150
	Iteration 15Q: 3 clusters Score -466632.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -466640.843750 Penalty: 2784.254150
	Iteration 16Q: 3 clusters Score -466640.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -466647.906250 Penalty: 2784.254150
	Iteration 17Q: 3 clusters Score -466647.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -466650.531250 Penalty: 2784.254150
	Iteration 18Q: 3 clusters Score -466650.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -466653.468750 Penalty: 2784.254150
	Iteration 19Q: 3 clusters Score -466653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -466655.875000 Penalty: 2784.254150
	Iteration 20F: 3 clusters Score -466655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -466658.843750 Penalty: 2784.254150
	Iteration 21Q: 3 clusters Score -466658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -466661.281250 Penalty: 2784.254150
	Iteration 22Q: 3 clusters Score -466661.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -466664.000000 Penalty: 2784.254150
	Iteration 23Q: 3 clusters Score -466664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -466668.156250 Penalty: 2784.254150
	Iteration 24Q: 3 clusters Score -466668.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -466672.812500 Penalty: 2784.254150
	Iteration 25Q: 3 clusters Score -466672.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -466677.906250 Penalty: 2784.254150
	Iteration 26Q: 3 clusters Score -466677.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -466681.250000 Penalty: 2784.254150
	Iteration 27Q: 3 clusters Score -466681.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -466684.125000 Penalty: 2784.254150
	Iteration 28Q: 3 clusters Score -466684.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -466686.937500 Penalty: 2784.254150
	Iteration 29Q: 3 clusters Score -466686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -466688.687500 Penalty: 2784.254150
	Iteration 30Q: 3 clusters Score -466688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -466690.437500 Penalty: 2784.254150
	Iteration 31Q: 3 clusters Score -466690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -466691.031250 Penalty: 2784.254150
	Iteration 32Q: 3 clusters Score -466691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -466691.937500 Penalty: 2784.254150
	Iteration 33Q: 3 clusters Score -466691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -466693.468750 Penalty: 2784.254150
	Iteration 34Q: 3 clusters Score -466693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -466694.968750 Penalty: 2784.254150
	Iteration 35Q: 3 clusters Score -466695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -466696.343750 Penalty: 2784.254150
	Iteration 36Q: 3 clusters Score -466696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -466696.218750 Penalty: 2784.254150
	Iteration 37Q: 3 clusters Score -466696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -466696.062500 Penalty: 2784.254150
	Iteration 38Q: 3 clusters Score -466696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -466695.125000 Penalty: 2784.254150
	Iteration 39Q: 3 clusters Score -466695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -466697.531250 Penalty: 2784.254150
	Iteration 40F: 3 clusters Score -466697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -466698.500000 Penalty: 2784.254150
	Iteration 41Q: 3 clusters Score -466698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -466699.031250 Penalty: 2784.254150
	Iteration 42Q: 3 clusters Score -466699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -466700.093750 Penalty: 2784.254150
	Iteration 43Q: 3 clusters Score -466700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -466699.937500 Penalty: 2784.254150
	Iteration 44Q: 3 clusters Score -466699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -466701.000000 Penalty: 2784.254150
	Iteration 45Q: 3 clusters Score -466701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -466700.562500 Penalty: 2784.254150
	Iteration 46Q: 3 clusters Score -466700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -466700.562500 Penalty: 2784.254150
	Iteration 47F: 3 clusters Score -466700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -418878.781250 Penalty: 1378.859497
	Iteration 0F: 2 clusters Score -418878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -415087.437500 Penalty: 2757.718994
	Iteration 0F: 3 clusters Score -415087.4 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -417316.031250 Penalty: 2757.718994
	Iteration 1F: 3 clusters Score -417316 nChanged 790
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: -419694.968750 Penalty: 2757.718994
	Iteration 2F: 3 clusters Score -419695 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -420632.968750 Penalty: 2757.718994
	Iteration 3F: 3 clusters Score -420633 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -420887.437500 Penalty: 2757.718994
	Iteration 4F: 3 clusters Score -420887.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -421018.406250 Penalty: 2757.718994
	Iteration 5Q: 3 clusters Score -421018.4 nChanged 83
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: -421115.187500 Penalty: 2757.718994
	Iteration 6Q: 3 clusters Score -421115.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -421177.343750 Penalty: 2757.718994
	Iteration 7Q: 3 clusters Score -421177.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -421205.156250 Penalty: 2757.718994
	Iteration 8Q: 3 clusters Score -421205.2 nChanged 40
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: -421228.906250 Penalty: 2757.718994
	Iteration 9Q: 3 clusters Score -421228.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -421243.625000 Penalty: 2757.718994
	Iteration 10Q: 3 clusters Score -421243.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -421253.656250 Penalty: 2757.718994
	Iteration 11Q: 3 clusters Score -421253.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -421263.687500 Penalty: 2757.718994
	Iteration 12Q: 3 clusters Score -421263.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -421267.687500 Penalty: 2757.718994
	Iteration 13Q: 3 clusters Score -421267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -421270.687500 Penalty: 2757.718994
	Iteration 14Q: 3 clusters Score -421270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -421273.968750 Penalty: 2757.718994
	Iteration 15Q: 3 clusters Score -421274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -421280.406250 Penalty: 2757.718994
	Iteration 16Q: 3 clusters Score -421280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -421289.781250 Penalty: 2757.718994
	Iteration 17Q: 3 clusters Score -421289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -421302.218750 Penalty: 2757.718994
	Iteration 18Q: 3 clusters Score -421302.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -421317.125000 Penalty: 2757.718994
	Iteration 19Q: 3 clusters Score -421317.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -421326.500000 Penalty: 2757.718994
	Iteration 20F: 3 clusters Score -421326.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -421331.312500 Penalty: 2757.718994
	Iteration 21Q: 3 clusters Score -421331.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -421336.593750 Penalty: 2757.718994
	Iteration 22Q: 3 clusters Score -421336.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -421342.125000 Penalty: 2757.718994
	Iteration 23Q: 3 clusters Score -421342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -421344.656250 Penalty: 2757.718994
	Iteration 24Q: 3 clusters Score -421344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -421345.156250 Penalty: 2757.718994
	Iteration 25Q: 3 clusters Score -421345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -421346.906250 Penalty: 2757.718994
	Iteration 26Q: 3 clusters Score -421346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -421348.375000 Penalty: 2757.718994
	Iteration 27Q: 3 clusters Score -421348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -421348.312500 Penalty: 2757.718994
	Iteration 28Q: 3 clusters Score -421348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -421348.718750 Penalty: 2757.718994
	Iteration 29Q: 3 clusters Score -421348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -421349.343750 Penalty: 2757.718994
	Iteration 30Q: 3 clusters Score -421349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -421349.531250 Penalty: 2757.718994
	Iteration 31Q: 3 clusters Score -421349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -421349.375000 Penalty: 2757.718994
	Iteration 32Q: 3 clusters Score -421349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -421349.781250 Penalty: 2757.718994
	Iteration 33Q: 3 clusters Score -421349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -421349.781250 Penalty: 2757.718994
	Iteration 34Q: 3 clusters Score -421349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -421349.781250 Penalty: 2757.718994
	Iteration 35F: 3 clusters Score -421349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 25728 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 1882 members 
Entering Unmasked Estep 
Score: -49679684.000000 Penalty: 47210.628906
Splitting cluster 9 changes total score from -49673236.000000 to -49679684.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (40523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Entering Unmasked Estep 
Score: -3876882.000000 Penalty: 1724.064087
	Iteration 0F: 2 clusters Score -3876882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3851838.250000 Penalty: 3448.128174
	Iteration 0F: 3 clusters Score -3851838 nChanged 18725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3862664.750000 Penalty: 3448.128174
	Iteration 1F: 3 clusters Score -3862665 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3863517.750000 Penalty: 3448.128174
	Iteration 2F: 3 clusters Score -3863518 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3864563.000000 Penalty: 3448.128174
	Iteration 3F: 3 clusters Score -3864563 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3865786.000000 Penalty: 3448.128174
	Iteration 4F: 3 clusters Score -3865786 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3867161.000000 Penalty: 3448.128174
	Iteration 5F: 3 clusters Score -3867161 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3868610.250000 Penalty: 3448.128174
	Iteration 6F: 3 clusters Score -3868610 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3869852.250000 Penalty: 3448.128174
	Iteration 7F: 3 clusters Score -3869852 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3870653.000000 Penalty: 3448.128174
	Iteration 8Q: 3 clusters Score -3870653 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3871136.750000 Penalty: 3448.128174
	Iteration 9Q: 3 clusters Score -3871137 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3871344.750000 Penalty: 3448.128174
	Iteration 10Q: 3 clusters Score -3871345 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3871436.000000 Penalty: 3448.128174
	Iteration 11Q: 3 clusters Score -3871436 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3871499.000000 Penalty: 3448.128174
	Iteration 12Q: 3 clusters Score -3871499 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3871551.250000 Penalty: 3448.128174
	Iteration 13Q: 3 clusters Score -3871551 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3871602.250000 Penalty: 3448.128174
	Iteration 14Q: 3 clusters Score -3871602 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3871660.250000 Penalty: 3448.128174
	Iteration 15Q: 3 clusters Score -3871660 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3871723.750000 Penalty: 3448.128174
	Iteration 16Q: 3 clusters Score -3871724 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3871823.000000 Penalty: 3448.128174
	Iteration 17Q: 3 clusters Score -3871823 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3871913.250000 Penalty: 3448.128174
	Iteration 18Q: 3 clusters Score -3871913 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3871996.000000 Penalty: 3448.128174
	Iteration 19Q: 3 clusters Score -3871996 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3872070.000000 Penalty: 3448.128174
	Iteration 20F: 3 clusters Score -3872070 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3872141.500000 Penalty: 3448.128174
	Iteration 21Q: 3 clusters Score -3872142 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3872215.000000 Penalty: 3448.128174
	Iteration 22Q: 3 clusters Score -3872215 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3872263.750000 Penalty: 3448.128174
	Iteration 23Q: 3 clusters Score -3872264 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3872323.500000 Penalty: 3448.128174
	Iteration 24Q: 3 clusters Score -3872324 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3872388.000000 Penalty: 3448.128174
	Iteration 25Q: 3 clusters Score -3872388 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3872434.000000 Penalty: 3448.128174
	Iteration 26Q: 3 clusters Score -3872434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3872485.000000 Penalty: 3448.128174
	Iteration 27Q: 3 clusters Score -3872485 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3872541.250000 Penalty: 3448.128174
	Iteration 28Q: 3 clusters Score -3872541 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3872597.500000 Penalty: 3448.128174
	Iteration 29Q: 3 clusters Score -3872598 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3872640.250000 Penalty: 3448.128174
	Iteration 30Q: 3 clusters Score -3872640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3872698.500000 Penalty: 3448.128174
	Iteration 31Q: 3 clusters Score -3872698 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3872761.250000 Penalty: 3448.128174
	Iteration 32Q: 3 clusters Score -3872761 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3872829.250000 Penalty: 3448.128174
	Iteration 33Q: 3 clusters Score -3872829 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3872864.250000 Penalty: 3448.128174
	Iteration 34Q: 3 clusters Score -3872864 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3872905.250000 Penalty: 3448.128174
	Iteration 35Q: 3 clusters Score -3872905 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3872988.750000 Penalty: 3448.128174
	Iteration 36Q: 3 clusters Score -3872989 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3873049.000000 Penalty: 3448.128174
	Iteration 37Q: 3 clusters Score -3873049 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3873089.500000 Penalty: 3448.128174
	Iteration 38Q: 3 clusters Score -3873090 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3873137.250000 Penalty: 3448.128174
	Iteration 39Q: 3 clusters Score -3873137 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3873180.750000 Penalty: 3448.128174
	Iteration 40F: 3 clusters Score -3873181 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3873243.750000 Penalty: 3448.128174
	Iteration 41Q: 3 clusters Score -3873244 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3873317.500000 Penalty: 3448.128174
	Iteration 42Q: 3 clusters Score -3873318 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3873418.250000 Penalty: 3448.128174
	Iteration 43Q: 3 clusters Score -3873418 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3873486.000000 Penalty: 3448.128174
	Iteration 44Q: 3 clusters Score -3873486 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3873554.750000 Penalty: 3448.128174
	Iteration 45Q: 3 clusters Score -3873555 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3873662.000000 Penalty: 3448.128174
	Iteration 46Q: 3 clusters Score -3873662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3873770.250000 Penalty: 3448.128174
	Iteration 47Q: 3 clusters Score -3873770 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3873864.500000 Penalty: 3448.128174
	Iteration 48Q: 3 clusters Score -3873864 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3874138.250000 Penalty: 3448.128174
	Iteration 49Q: 3 clusters Score -3874138 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3874497.000000 Penalty: 3448.128174
	Iteration 50Q: 3 clusters Score -3874497 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3874855.750000 Penalty: 3448.128174
	Iteration 51Q: 3 clusters Score -3874856 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3875268.750000 Penalty: 3448.128174
	Iteration 52Q: 3 clusters Score -3875269 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3875651.000000 Penalty: 3448.128174
	Iteration 53Q: 3 clusters Score -3875651 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3875938.500000 Penalty: 3448.128174
	Iteration 54Q: 3 clusters Score -3875938 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3876156.250000 Penalty: 3448.128174
	Iteration 55Q: 3 clusters Score -3876156 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3876241.000000 Penalty: 3448.128174
	Iteration 56Q: 3 clusters Score -3876241 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3876237.000000 Penalty: 3448.128174
	Iteration 57Q: 3 clusters Score -3876237 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3876210.000000 Penalty: 3448.128174
	Iteration 58Q: 3 clusters Score -3876210 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3876158.000000 Penalty: 3448.128174
	Iteration 59Q: 3 clusters Score -3876158 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3876119.000000 Penalty: 3448.128174
	Iteration 60F: 3 clusters Score -3876119 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3876125.250000 Penalty: 3448.128174
	Iteration 61Q: 3 clusters Score -3876125 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3876092.000000 Penalty: 3448.128174
	Iteration 62Q: 3 clusters Score -3876092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3876086.750000 Penalty: 3448.128174
	Iteration 63Q: 3 clusters Score -3876087 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3876076.750000 Penalty: 3448.128174
	Iteration 64Q: 3 clusters Score -3876077 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3876062.250000 Penalty: 3448.128174
	Iteration 65Q: 3 clusters Score -3876062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3876070.250000 Penalty: 3448.128174
	Iteration 66Q: 3 clusters Score -3876070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3876074.500000 Penalty: 3448.128174
	Iteration 67Q: 3 clusters Score -3876074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3876069.500000 Penalty: 3448.128174
	Iteration 68Q: 3 clusters Score -3876070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3876066.250000 Penalty: 3448.128174
	Iteration 69Q: 3 clusters Score -3876066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3876064.750000 Penalty: 3448.128174
	Iteration 70Q: 3 clusters Score -3876065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3876066.250000 Penalty: 3448.128174
	Iteration 71Q: 3 clusters Score -3876066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3876066.500000 Penalty: 3448.128174
	Iteration 72Q: 3 clusters Score -3876066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3876065.250000 Penalty: 3448.128174
	Iteration 73Q: 3 clusters Score -3876065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3876064.750000 Penalty: 3448.128174
	Iteration 74Q: 3 clusters Score -3876065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3876066.000000 Penalty: 3448.128174
	Iteration 75Q: 3 clusters Score -3876066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3876068.000000 Penalty: 3448.128174
	Iteration 76Q: 3 clusters Score -3876068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3876072.250000 Penalty: 3448.128174
	Iteration 77Q: 3 clusters Score -3876072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3876072.750000 Penalty: 3448.128174
	Iteration 78Q: 3 clusters Score -3876073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3876083.750000 Penalty: 3448.128174
	Iteration 79Q: 3 clusters Score -3876084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3876085.000000 Penalty: 3448.128174
	Iteration 80F: 3 clusters Score -3876085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3876088.250000 Penalty: 3448.128174
	Iteration 81Q: 3 clusters Score -3876088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3876092.750000 Penalty: 3448.128174
	Iteration 82Q: 3 clusters Score -3876093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3876098.250000 Penalty: 3448.128174
	Iteration 83Q: 3 clusters Score -3876098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3876095.750000 Penalty: 3448.128174
	Iteration 84Q: 3 clusters Score -3876096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3876096.000000 Penalty: 3448.128174
	Iteration 85Q: 3 clusters Score -3876096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3876092.750000 Penalty: 3448.128174
	Iteration 86Q: 3 clusters Score -3876093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3876092.750000 Penalty: 3448.128174
	Iteration 87F: 3 clusters Score -3876093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Entering Unmasked Estep 
Score: -1851066.125000 Penalty: 1601.050049
	Iteration 0F: 2 clusters Score -1851066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1838164.375000 Penalty: 3202.100098
	Iteration 0F: 3 clusters Score -1838164 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1842788.000000 Penalty: 3202.100098
	Iteration 1F: 3 clusters Score -1842788 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1843257.750000 Penalty: 3202.100098
	Iteration 2F: 3 clusters Score -1843258 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1843742.125000 Penalty: 3202.100098
	Iteration 3F: 3 clusters Score -1843742 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1844217.375000 Penalty: 3202.100098
	Iteration 4F: 3 clusters Score -1844217 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1844760.625000 Penalty: 3202.100098
	Iteration 5Q: 3 clusters Score -1844761 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1845500.625000 Penalty: 3202.100098
	Iteration 6F: 3 clusters Score -1845501 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1846350.750000 Penalty: 3202.100098
	Iteration 7F: 3 clusters Score -1846351 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1847283.875000 Penalty: 3202.100098
	Iteration 8F: 3 clusters Score -1847284 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1848089.625000 Penalty: 3202.100098
	Iteration 9Q: 3 clusters Score -1848090 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1848586.000000 Penalty: 3202.100098
	Iteration 10Q: 3 clusters Score -1848586 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1848889.750000 Penalty: 3202.100098
	Iteration 11Q: 3 clusters Score -1848890 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1849101.125000 Penalty: 3202.100098
	Iteration 12Q: 3 clusters Score -1849101 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1849263.375000 Penalty: 3202.100098
	Iteration 13Q: 3 clusters Score -1849263 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1849383.875000 Penalty: 3202.100098
	Iteration 14Q: 3 clusters Score -1849384 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1849470.375000 Penalty: 3202.100098
	Iteration 15Q: 3 clusters Score -1849470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1849524.625000 Penalty: 3202.100098
	Iteration 16Q: 3 clusters Score -1849525 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1849561.000000 Penalty: 3202.100098
	Iteration 17Q: 3 clusters Score -1849561 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1849592.500000 Penalty: 3202.100098
	Iteration 18Q: 3 clusters Score -1849592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1849623.375000 Penalty: 3202.100098
	Iteration 19Q: 3 clusters Score -1849623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1849652.000000 Penalty: 3202.100098
	Iteration 20F: 3 clusters Score -1849652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1849674.875000 Penalty: 3202.100098
	Iteration 21Q: 3 clusters Score -1849675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1849696.250000 Penalty: 3202.100098
	Iteration 22Q: 3 clusters Score -1849696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1849707.500000 Penalty: 3202.100098
	Iteration 23Q: 3 clusters Score -1849708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1849718.500000 Penalty: 3202.100098
	Iteration 24Q: 3 clusters Score -1849718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1849730.875000 Penalty: 3202.100098
	Iteration 25Q: 3 clusters Score -1849731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1849734.625000 Penalty: 3202.100098
	Iteration 26Q: 3 clusters Score -1849735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1849736.625000 Penalty: 3202.100098
	Iteration 27Q: 3 clusters Score -1849737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1849741.625000 Penalty: 3202.100098
	Iteration 28Q: 3 clusters Score -1849742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1849743.875000 Penalty: 3202.100098
	Iteration 29Q: 3 clusters Score -1849744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1849744.375000 Penalty: 3202.100098
	Iteration 30Q: 3 clusters Score -1849744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1849745.750000 Penalty: 3202.100098
	Iteration 31Q: 3 clusters Score -1849746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1849748.625000 Penalty: 3202.100098
	Iteration 32Q: 3 clusters Score -1849749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1849752.750000 Penalty: 3202.100098
	Iteration 33Q: 3 clusters Score -1849753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1849751.000000 Penalty: 3202.100098
	Iteration 34Q: 3 clusters Score -1849751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1849752.750000 Penalty: 3202.100098
	Iteration 35Q: 3 clusters Score -1849753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1849754.250000 Penalty: 3202.100098
	Iteration 36Q: 3 clusters Score -1849754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1849754.250000 Penalty: 3202.100098
	Iteration 37Q: 3 clusters Score -1849754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1849753.125000 Penalty: 3202.100098
	Iteration 38Q: 3 clusters Score -1849753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1849753.125000 Penalty: 3202.100098
	Iteration 39F: 3 clusters Score -1849753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Entering Unmasked Estep 
Score: -2043078.875000 Penalty: 1627.471313
	Iteration 0F: 2 clusters Score -2043079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2027802.125000 Penalty: 3254.942627
	Iteration 0F: 3 clusters Score -2027802 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2033512.000000 Penalty: 3254.942627
	Iteration 1F: 3 clusters Score -2033512 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2034209.000000 Penalty: 3254.942627
	Iteration 2F: 3 clusters Score -2034209 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2034978.750000 Penalty: 3254.942627
	Iteration 3F: 3 clusters Score -2034979 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2035817.625000 Penalty: 3254.942627
	Iteration 4F: 3 clusters Score -2035818 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2036594.000000 Penalty: 3254.942627
	Iteration 5F: 3 clusters Score -2036594 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2037242.125000 Penalty: 3254.942627
	Iteration 6F: 3 clusters Score -2037242 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2037809.500000 Penalty: 3254.942627
	Iteration 7F: 3 clusters Score -2037810 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2038344.375000 Penalty: 3254.942627
	Iteration 8Q: 3 clusters Score -2038344 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2038796.000000 Penalty: 3254.942627
	Iteration 9Q: 3 clusters Score -2038796 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2039184.625000 Penalty: 3254.942627
	Iteration 10Q: 3 clusters Score -2039185 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2039483.000000 Penalty: 3254.942627
	Iteration 11Q: 3 clusters Score -2039483 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2039711.375000 Penalty: 3254.942627
	Iteration 12Q: 3 clusters Score -2039711 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2039887.875000 Penalty: 3254.942627
	Iteration 13Q: 3 clusters Score -2039888 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2040036.750000 Penalty: 3254.942627
	Iteration 14Q: 3 clusters Score -2040037 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2040186.625000 Penalty: 3254.942627
	Iteration 15Q: 3 clusters Score -2040187 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2040360.625000 Penalty: 3254.942627
	Iteration 16Q: 3 clusters Score -2040361 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2040562.625000 Penalty: 3254.942627
	Iteration 17Q: 3 clusters Score -2040563 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2040797.500000 Penalty: 3254.942627
	Iteration 18Q: 3 clusters Score -2040798 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2041094.000000 Penalty: 3254.942627
	Iteration 19Q: 3 clusters Score -2041094 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2041399.125000 Penalty: 3254.942627
	Iteration 20F: 3 clusters Score -2041399 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2041739.000000 Penalty: 3254.942627
	Iteration 21Q: 3 clusters Score -2041739 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2042059.750000 Penalty: 3254.942627
	Iteration 22Q: 3 clusters Score -2042060 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2042321.500000 Penalty: 3254.942627
	Iteration 23Q: 3 clusters Score -2042322 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2042538.875000 Penalty: 3254.942627
	Iteration 24Q: 3 clusters Score -2042539 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2042706.000000 Penalty: 3254.942627
	Iteration 25Q: 3 clusters Score -2042706 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2042798.750000 Penalty: 3254.942627
	Iteration 26Q: 3 clusters Score -2042799 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2042872.125000 Penalty: 3254.942627
	Iteration 27Q: 3 clusters Score -2042872 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2042933.000000 Penalty: 3254.942627
	Iteration 28Q: 3 clusters Score -2042933 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2042980.375000 Penalty: 3254.942627
	Iteration 29Q: 3 clusters Score -2042980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2043016.000000 Penalty: 3254.942627
	Iteration 30Q: 3 clusters Score -2043016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2043037.875000 Penalty: 3254.942627
	Iteration 31Q: 3 clusters Score -2043038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2043049.625000 Penalty: 3254.942627
	Iteration 32Q: 3 clusters Score -2043050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2043059.875000 Penalty: 3254.942627
	Iteration 33Q: 3 clusters Score -2043060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2043059.875000 Penalty: 3254.942627
	Iteration 34Q: 3 clusters Score -2043060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2043063.125000 Penalty: 3254.942627
	Iteration 35Q: 3 clusters Score -2043063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2043062.500000 Penalty: 3254.942627
	Iteration 36Q: 3 clusters Score -2043062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2043063.875000 Penalty: 3254.942627
	Iteration 37Q: 3 clusters Score -2043064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2043064.375000 Penalty: 3254.942627
	Iteration 38Q: 3 clusters Score -2043064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2043064.375000 Penalty: 3254.942627
	Iteration 39F: 3 clusters Score -2043064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Entering Unmasked Estep 
Score: -2356656.250000 Penalty: 1650.242065
	Iteration 0F: 2 clusters Score -2356656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2339272.000000 Penalty: 3300.484131
	Iteration 0F: 3 clusters Score -2339272 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2345991.500000 Penalty: 3300.484131
	Iteration 1F: 3 clusters Score -2345992 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2347100.250000 Penalty: 3300.484131
	Iteration 2F: 3 clusters Score -2347100 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2349448.500000 Penalty: 3300.484131
	Iteration 3F: 3 clusters Score -2349448 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2353147.000000 Penalty: 3300.484131
	Iteration 4F: 3 clusters Score -2353147 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2356380.500000 Penalty: 3300.484131
	Iteration 5F: 3 clusters Score -2356380 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2358569.500000 Penalty: 3300.484131
	Iteration 6F: 3 clusters Score -2358570 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2359483.000000 Penalty: 3300.484131
	Iteration 7Q: 3 clusters Score -2359483 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2359713.250000 Penalty: 3300.484131
	Iteration 8Q: 3 clusters Score -2359713 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2359789.500000 Penalty: 3300.484131
	Iteration 9Q: 3 clusters Score -2359790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2359824.000000 Penalty: 3300.484131
	Iteration 10Q: 3 clusters Score -2359824 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2359833.250000 Penalty: 3300.484131
	Iteration 11Q: 3 clusters Score -2359833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2359846.000000 Penalty: 3300.484131
	Iteration 12Q: 3 clusters Score -2359846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2359857.000000 Penalty: 3300.484131
	Iteration 13Q: 3 clusters Score -2359857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2359861.750000 Penalty: 3300.484131
	Iteration 14Q: 3 clusters Score -2359862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2359868.750000 Penalty: 3300.484131
	Iteration 15Q: 3 clusters Score -2359869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2359866.250000 Penalty: 3300.484131
	Iteration 16Q: 3 clusters Score -2359866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2359872.000000 Penalty: 3300.484131
	Iteration 17Q: 3 clusters Score -2359872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2359876.500000 Penalty: 3300.484131
	Iteration 18Q: 3 clusters Score -2359876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2359875.000000 Penalty: 3300.484131
	Iteration 19Q: 3 clusters Score -2359875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2359873.250000 Penalty: 3300.484131
	Iteration 20F: 3 clusters Score -2359873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2359872.000000 Penalty: 3300.484131
	Iteration 21Q: 3 clusters Score -2359872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2359865.500000 Penalty: 3300.484131
	Iteration 22Q: 3 clusters Score -2359866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2359866.500000 Penalty: 3300.484131
	Iteration 23Q: 3 clusters Score -2359866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2359870.750000 Penalty: 3300.484131
	Iteration 24Q: 3 clusters Score -2359871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2359871.750000 Penalty: 3300.484131
	Iteration 25Q: 3 clusters Score -2359872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2359872.000000 Penalty: 3300.484131
	Iteration 26Q: 3 clusters Score -2359872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2359875.750000 Penalty: 3300.484131
	Iteration 27Q: 3 clusters Score -2359876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2359871.250000 Penalty: 3300.484131
	Iteration 28Q: 3 clusters Score -2359871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2359874.500000 Penalty: 3300.484131
	Iteration 29Q: 3 clusters Score -2359874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2359876.500000 Penalty: 3300.484131
	Iteration 30Q: 3 clusters Score -2359876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2359878.750000 Penalty: 3300.484131
	Iteration 31Q: 3 clusters Score -2359879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2359878.500000 Penalty: 3300.484131
	Iteration 32Q: 3 clusters Score -2359878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2359878.000000 Penalty: 3300.484131
	Iteration 33Q: 3 clusters Score -2359878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2359878.000000 Penalty: 3300.484131
	Iteration 34F: 3 clusters Score -2359878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 6586 members 
Entering Unmasked Estep 
Score: -49682332.000000 Penalty: 49356.566406
Splitting cluster 13 changes total score from -49673236.000000 to -49682332.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (5134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Entering Unmasked Estep 
Score: -439659.656250 Penalty: 1388.341553
	Iteration 0F: 2 clusters Score -439659.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -435618.312500 Penalty: 2776.683105
	Iteration 0F: 3 clusters Score -435618.3 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -437526.406250 Penalty: 2776.683105
	Iteration 1F: 3 clusters Score -437526.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -438729.718750 Penalty: 2776.683105
	Iteration 2F: 3 clusters Score -438729.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -439455.218750 Penalty: 2776.683105
	Iteration 3F: 3 clusters Score -439455.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -439780.656250 Penalty: 2776.683105
	Iteration 4F: 3 clusters Score -439780.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -440030.656250 Penalty: 2776.683105
	Iteration 5Q: 3 clusters Score -440030.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -440213.687500 Penalty: 2776.683105
	Iteration 6Q: 3 clusters Score -440213.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -440321.843750 Penalty: 2776.683105
	Iteration 7Q: 3 clusters Score -440321.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -440355.156250 Penalty: 2776.683105
	Iteration 8Q: 3 clusters Score -440355.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -440379.500000 Penalty: 2776.683105
	Iteration 9Q: 3 clusters Score -440379.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -440406.468750 Penalty: 2776.683105
	Iteration 10Q: 3 clusters Score -440406.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -440450.218750 Penalty: 2776.683105
	Iteration 11Q: 3 clusters Score -440450.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -440487.062500 Penalty: 2776.683105
	Iteration 12Q: 3 clusters Score -440487.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -440514.312500 Penalty: 2776.683105
	Iteration 13Q: 3 clusters Score -440514.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -440529.437500 Penalty: 2776.683105
	Iteration 14Q: 3 clusters Score -440529.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -440538.968750 Penalty: 2776.683105
	Iteration 15Q: 3 clusters Score -440539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -440546.656250 Penalty: 2776.683105
	Iteration 16Q: 3 clusters Score -440546.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -440552.843750 Penalty: 2776.683105
	Iteration 17Q: 3 clusters Score -440552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -440556.937500 Penalty: 2776.683105
	Iteration 18Q: 3 clusters Score -440556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -440558.312500 Penalty: 2776.683105
	Iteration 19Q: 3 clusters Score -440558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -440559.062500 Penalty: 2776.683105
	Iteration 20F: 3 clusters Score -440559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 3288 members 
Entering Unmasked Estep 
Score: -49682564.000000 Penalty: 51502.503906
Splitting cluster 14 changes total score from -49673236.000000 to -49682564.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (20741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Entering Unmasked Estep 
Score: -1886403.250000 Penalty: 1615.228516
	Iteration 0F: 2 clusters Score -1886403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1872272.000000 Penalty: 3230.457031
	Iteration 0F: 3 clusters Score -1872272 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1877796.500000 Penalty: 3230.457031
	Iteration 1F: 3 clusters Score -1877796 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1878648.625000 Penalty: 3230.457031
	Iteration 2F: 3 clusters Score -1878649 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1879854.125000 Penalty: 3230.457031
	Iteration 3F: 3 clusters Score -1879854 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1881301.125000 Penalty: 3230.457031
	Iteration 4F: 3 clusters Score -1881301 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1882758.125000 Penalty: 3230.457031
	Iteration 5F: 3 clusters Score -1882758 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1884195.500000 Penalty: 3230.457031
	Iteration 6F: 3 clusters Score -1884196 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1885428.500000 Penalty: 3230.457031
	Iteration 7Q: 3 clusters Score -1885428 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1886258.625000 Penalty: 3230.457031
	Iteration 8Q: 3 clusters Score -1886259 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1886632.500000 Penalty: 3230.457031
	Iteration 9Q: 3 clusters Score -1886632 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1886853.250000 Penalty: 3230.457031
	Iteration 10Q: 3 clusters Score -1886853 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1886993.250000 Penalty: 3230.457031
	Iteration 11Q: 3 clusters Score -1886993 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1887134.125000 Penalty: 3230.457031
	Iteration 12Q: 3 clusters Score -1887134 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1887253.875000 Penalty: 3230.457031
	Iteration 13Q: 3 clusters Score -1887254 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1887331.875000 Penalty: 3230.457031
	Iteration 14Q: 3 clusters Score -1887332 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1887367.500000 Penalty: 3230.457031
	Iteration 15Q: 3 clusters Score -1887368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1887381.500000 Penalty: 3230.457031
	Iteration 16Q: 3 clusters Score -1887382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1887387.125000 Penalty: 3230.457031
	Iteration 17Q: 3 clusters Score -1887387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1887388.875000 Penalty: 3230.457031
	Iteration 18Q: 3 clusters Score -1887389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1887389.875000 Penalty: 3230.457031
	Iteration 19Q: 3 clusters Score -1887390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1887390.125000 Penalty: 3230.457031
	Iteration 20F: 3 clusters Score -1887390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1887393.000000 Penalty: 3230.457031
	Iteration 21Q: 3 clusters Score -1887393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1887391.375000 Penalty: 3230.457031
	Iteration 22Q: 3 clusters Score -1887391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1887390.250000 Penalty: 3230.457031
	Iteration 23Q: 3 clusters Score -1887390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1887389.750000 Penalty: 3230.457031
	Iteration 24Q: 3 clusters Score -1887390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1887389.750000 Penalty: 3230.457031
	Iteration 25F: 3 clusters Score -1887390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 16008 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 3288 members 
Mstep: Class 25 contains 4733 members 
Entering Unmasked Estep 
Score: -49682904.000000 Penalty: 53648.441406
Splitting cluster 15 changes total score from -49673236.000000 to -49682904.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -442691.437500 Penalty: 1381.653809
	Iteration 0F: 2 clusters Score -442691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -438858.718750 Penalty: 2763.307617
	Iteration 0F: 3 clusters Score -438858.7 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -440636.437500 Penalty: 2763.307617
	Iteration 1F: 3 clusters Score -440636.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -441742.000000 Penalty: 2763.307617
	Iteration 2F: 3 clusters Score -441742 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -443093.281250 Penalty: 2763.307617
	Iteration 3F: 3 clusters Score -443093.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -443838.281250 Penalty: 2763.307617
	Iteration 4F: 3 clusters Score -443838.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -444153.468750 Penalty: 2763.307617
	Iteration 5F: 3 clusters Score -444153.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -444291.156250 Penalty: 2763.307617
	Iteration 6Q: 3 clusters Score -444291.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -444350.968750 Penalty: 2763.307617
	Iteration 7Q: 3 clusters Score -444351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -444381.093750 Penalty: 2763.307617
	Iteration 8Q: 3 clusters Score -444381.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -444413.781250 Penalty: 2763.307617
	Iteration 9Q: 3 clusters Score -444413.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -444456.468750 Penalty: 2763.307617
	Iteration 10Q: 3 clusters Score -444456.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -444490.343750 Penalty: 2763.307617
	Iteration 11Q: 3 clusters Score -444490.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -444520.937500 Penalty: 2763.307617
	Iteration 12Q: 3 clusters Score -444520.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -444547.906250 Penalty: 2763.307617
	Iteration 13Q: 3 clusters Score -444547.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -444578.343750 Penalty: 2763.307617
	Iteration 14Q: 3 clusters Score -444578.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -444596.531250 Penalty: 2763.307617
	Iteration 15Q: 3 clusters Score -444596.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -444602.781250 Penalty: 2763.307617
	Iteration 16Q: 3 clusters Score -444602.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -444609.093750 Penalty: 2763.307617
	Iteration 17Q: 3 clusters Score -444609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -444613.343750 Penalty: 2763.307617
	Iteration 18Q: 3 clusters Score -444613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -444617.312500 Penalty: 2763.307617
	Iteration 19Q: 3 clusters Score -444617.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -444620.218750 Penalty: 2763.307617
	Iteration 20F: 3 clusters Score -444620.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -444624.343750 Penalty: 2763.307617
	Iteration 21Q: 3 clusters Score -444624.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -444627.875000 Penalty: 2763.307617
	Iteration 22Q: 3 clusters Score -444627.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -444630.375000 Penalty: 2763.307617
	Iteration 23Q: 3 clusters Score -444630.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -444633.531250 Penalty: 2763.307617
	Iteration 24Q: 3 clusters Score -444633.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -444636.937500 Penalty: 2763.307617
	Iteration 25Q: 3 clusters Score -444636.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -444641.968750 Penalty: 2763.307617
	Iteration 26Q: 3 clusters Score -444642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -444644.250000 Penalty: 2763.307617
	Iteration 27Q: 3 clusters Score -444644.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -444649.093750 Penalty: 2763.307617
	Iteration 28Q: 3 clusters Score -444649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -444652.531250 Penalty: 2763.307617
	Iteration 29Q: 3 clusters Score -444652.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -444656.062500 Penalty: 2763.307617
	Iteration 30Q: 3 clusters Score -444656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -444658.187500 Penalty: 2763.307617
	Iteration 31Q: 3 clusters Score -444658.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -444659.000000 Penalty: 2763.307617
	Iteration 32Q: 3 clusters Score -444659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -444661.406250 Penalty: 2763.307617
	Iteration 33Q: 3 clusters Score -444661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -444661.562500 Penalty: 2763.307617
	Iteration 34Q: 3 clusters Score -444661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -444662.625000 Penalty: 2763.307617
	Iteration 35Q: 3 clusters Score -444662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -444663.031250 Penalty: 2763.307617
	Iteration 36Q: 3 clusters Score -444663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -444663.031250 Penalty: 2763.307617
	Iteration 37F: 3 clusters Score -444663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 16008 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 3288 members 
Mstep: Class 25 contains 4733 members 
Mstep: Class 26 contains 3280 members 
Entering Unmasked Estep 
Score: -49684120.000000 Penalty: 55794.378906
Splitting cluster 17 changes total score from -49673236.000000 to -49684120.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -142722.750000 Penalty: 1221.861816
	Iteration 0F: 2 clusters Score -142722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -140899.281250 Penalty: 2443.723633
	Iteration 0F: 3 clusters Score -140899.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -141770.671875 Penalty: 2443.723633
	Iteration 1F: 3 clusters Score -141770.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142228.843750 Penalty: 2443.723633
	Iteration 2F: 3 clusters Score -142228.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142602.953125 Penalty: 2443.723633
	Iteration 3F: 3 clusters Score -142603 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -143001.671875 Penalty: 2443.723633
	Iteration 4F: 3 clusters Score -143001.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -143342.187500 Penalty: 2443.723633
	Iteration 5F: 3 clusters Score -143342.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -143639.375000 Penalty: 2443.723633
	Iteration 6F: 3 clusters Score -143639.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -143941.312500 Penalty: 2443.723633
	Iteration 7F: 3 clusters Score -143941.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -144406.140625 Penalty: 2443.723633
	Iteration 8F: 3 clusters Score -144406.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -144995.234375 Penalty: 2443.723633
	Iteration 9Q: 3 clusters Score -144995.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -145265.203125 Penalty: 2443.723633
	Iteration 10Q: 3 clusters Score -145265.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -145431.515625 Penalty: 2443.723633
	Iteration 11Q: 3 clusters Score -145431.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -145525.031250 Penalty: 2443.723633
	Iteration 12Q: 3 clusters Score -145525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -145573.687500 Penalty: 2443.723633
	Iteration 13Q: 3 clusters Score -145573.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -145601.187500 Penalty: 2443.723633
	Iteration 14Q: 3 clusters Score -145601.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145615.984375 Penalty: 2443.723633
	Iteration 15Q: 3 clusters Score -145616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -145621.578125 Penalty: 2443.723633
	Iteration 16Q: 3 clusters Score -145621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -145623.171875 Penalty: 2443.723633
	Iteration 17Q: 3 clusters Score -145623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -145625.875000 Penalty: 2443.723633
	Iteration 18Q: 3 clusters Score -145625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -145628.156250 Penalty: 2443.723633
	Iteration 19Q: 3 clusters Score -145628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -145633.437500 Penalty: 2443.723633
	Iteration 20F: 3 clusters Score -145633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145648.031250 Penalty: 2443.723633
	Iteration 21Q: 3 clusters Score -145648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -145656.984375 Penalty: 2443.723633
	Iteration 22Q: 3 clusters Score -145657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145657.468750 Penalty: 2443.723633
	Iteration 23Q: 3 clusters Score -145657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -145657.890625 Penalty: 2443.723633
	Iteration 24Q: 3 clusters Score -145657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145659.281250 Penalty: 2443.723633
	Iteration 25Q: 3 clusters Score -145659.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145659.281250 Penalty: 2443.723633
	Iteration 26F: 3 clusters Score -145659.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 16008 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 3288 members 
Mstep: Class 25 contains 4733 members 
Mstep: Class 26 contains 3280 members 
Mstep: Class 27 contains 942 members 
Entering Unmasked Estep 
Score: -49686104.000000 Penalty: 57940.316406
Splitting cluster 18 changes total score from -49673236.000000 to -49686104.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (16371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Entering Unmasked Estep 
Score: -1472306.750000 Penalty: 1576.780884
	Iteration 0F: 2 clusters Score -1472307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1461029.375000 Penalty: 3153.561768
	Iteration 0F: 3 clusters Score -1461029 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1465723.375000 Penalty: 3153.561768
	Iteration 1F: 3 clusters Score -1465723 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1467010.375000 Penalty: 3153.561768
	Iteration 2F: 3 clusters Score -1467010 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1468564.750000 Penalty: 3153.561768
	Iteration 3F: 3 clusters Score -1468565 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1469950.875000 Penalty: 3153.561768
	Iteration 4F: 3 clusters Score -1469951 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1470941.750000 Penalty: 3153.561768
	Iteration 5F: 3 clusters Score -1470942 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1471715.000000 Penalty: 3153.561768
	Iteration 6F: 3 clusters Score -1471715 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1472280.375000 Penalty: 3153.561768
	Iteration 7Q: 3 clusters Score -1472280 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1472578.875000 Penalty: 3153.561768
	Iteration 8Q: 3 clusters Score -1472579 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1472701.500000 Penalty: 3153.561768
	Iteration 9Q: 3 clusters Score -1472702 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1472779.125000 Penalty: 3153.561768
	Iteration 10Q: 3 clusters Score -1472779 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1472824.250000 Penalty: 3153.561768
	Iteration 11Q: 3 clusters Score -1472824 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1472852.625000 Penalty: 3153.561768
	Iteration 12Q: 3 clusters Score -1472853 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1472876.250000 Penalty: 3153.561768
	Iteration 13Q: 3 clusters Score -1472876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1472898.125000 Penalty: 3153.561768
	Iteration 14Q: 3 clusters Score -1472898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1472927.000000 Penalty: 3153.561768
	Iteration 15Q: 3 clusters Score -1472927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1472957.250000 Penalty: 3153.561768
	Iteration 16Q: 3 clusters Score -1472957 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1473024.250000 Penalty: 3153.561768
	Iteration 17Q: 3 clusters Score -1473024 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1473092.250000 Penalty: 3153.561768
	Iteration 18Q: 3 clusters Score -1473092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1473194.000000 Penalty: 3153.561768
	Iteration 19Q: 3 clusters Score -1473194 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1473319.250000 Penalty: 3153.561768
	Iteration 20F: 3 clusters Score -1473319 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1473474.500000 Penalty: 3153.561768
	Iteration 21Q: 3 clusters Score -1473474 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1473628.000000 Penalty: 3153.561768
	Iteration 22Q: 3 clusters Score -1473628 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1473764.125000 Penalty: 3153.561768
	Iteration 23Q: 3 clusters Score -1473764 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1473915.250000 Penalty: 3153.561768
	Iteration 24Q: 3 clusters Score -1473915 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1474055.125000 Penalty: 3153.561768
	Iteration 25Q: 3 clusters Score -1474055 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1474217.250000 Penalty: 3153.561768
	Iteration 26Q: 3 clusters Score -1474217 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1474393.625000 Penalty: 3153.561768
	Iteration 27Q: 3 clusters Score -1474394 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1474605.625000 Penalty: 3153.561768
	Iteration 28Q: 3 clusters Score -1474606 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1474862.750000 Penalty: 3153.561768
	Iteration 29Q: 3 clusters Score -1474863 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1475147.125000 Penalty: 3153.561768
	Iteration 30Q: 3 clusters Score -1475147 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1475510.500000 Penalty: 3153.561768
	Iteration 31Q: 3 clusters Score -1475510 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1475875.250000 Penalty: 3153.561768
	Iteration 32Q: 3 clusters Score -1475875 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1476297.250000 Penalty: 3153.561768
	Iteration 33Q: 3 clusters Score -1476297 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1476767.125000 Penalty: 3153.561768
	Iteration 34Q: 3 clusters Score -1476767 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1477185.625000 Penalty: 3153.561768
	Iteration 35Q: 3 clusters Score -1477186 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1477521.375000 Penalty: 3153.561768
	Iteration 36Q: 3 clusters Score -1477521 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1477773.750000 Penalty: 3153.561768
	Iteration 37Q: 3 clusters Score -1477774 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1477952.875000 Penalty: 3153.561768
	Iteration 38Q: 3 clusters Score -1477953 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1478035.625000 Penalty: 3153.561768
	Iteration 39Q: 3 clusters Score -1478036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1478097.125000 Penalty: 3153.561768
	Iteration 40F: 3 clusters Score -1478097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1478130.000000 Penalty: 3153.561768
	Iteration 41Q: 3 clusters Score -1478130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1478140.125000 Penalty: 3153.561768
	Iteration 42Q: 3 clusters Score -1478140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1478146.500000 Penalty: 3153.561768
	Iteration 43Q: 3 clusters Score -1478146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1478153.750000 Penalty: 3153.561768
	Iteration 44Q: 3 clusters Score -1478154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1478158.625000 Penalty: 3153.561768
	Iteration 45Q: 3 clusters Score -1478159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1478161.250000 Penalty: 3153.561768
	Iteration 46Q: 3 clusters Score -1478161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1478164.250000 Penalty: 3153.561768
	Iteration 47Q: 3 clusters Score -1478164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1478163.000000 Penalty: 3153.561768
	Iteration 48Q: 3 clusters Score -1478163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1478160.750000 Penalty: 3153.561768
	Iteration 49Q: 3 clusters Score -1478161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1478158.375000 Penalty: 3153.561768
	Iteration 50Q: 3 clusters Score -1478158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1478159.625000 Penalty: 3153.561768
	Iteration 51Q: 3 clusters Score -1478160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1478159.000000 Penalty: 3153.561768
	Iteration 52Q: 3 clusters Score -1478159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1478160.000000 Penalty: 3153.561768
	Iteration 53Q: 3 clusters Score -1478160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1478159.250000 Penalty: 3153.561768
	Iteration 54Q: 3 clusters Score -1478159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1478159.250000 Penalty: 3153.561768
	Iteration 55Q: 3 clusters Score -1478159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1478161.250000 Penalty: 3153.561768
	Iteration 56Q: 3 clusters Score -1478161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1478163.000000 Penalty: 3153.561768
	Iteration 57Q: 3 clusters Score -1478163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1478163.375000 Penalty: 3153.561768
	Iteration 58Q: 3 clusters Score -1478163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1478160.750000 Penalty: 3153.561768
	Iteration 59Q: 3 clusters Score -1478161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1478163.125000 Penalty: 3153.561768
	Iteration 60F: 3 clusters Score -1478163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1478161.625000 Penalty: 3153.561768
	Iteration 61Q: 3 clusters Score -1478162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1478160.625000 Penalty: 3153.561768
	Iteration 62Q: 3 clusters Score -1478161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1478160.625000 Penalty: 3153.561768
	Iteration 63F: 3 clusters Score -1478161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 16008 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 8177 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 3288 members 
Mstep: Class 25 contains 4733 members 
Mstep: Class 26 contains 3280 members 
Mstep: Class 27 contains 942 members 
Mstep: Class 28 contains 8194 members 
Entering Unmasked Estep 
Score: -49691388.000000 Penalty: 60086.253906
Splitting cluster 19 changes total score from -49673236.000000 to -49691388.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (91975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Entering Unmasked Estep 
Score: -8763996.000000 Penalty: 1857.256592
	Iteration 0F: 2 clusters Score -8763996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -8712884.000000 Penalty: 3714.513184
	Iteration 0F: 3 clusters Score -8712884 nChanged 44107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8738043.000000 Penalty: 3714.513184
	Iteration 1F: 3 clusters Score -8738043 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -8739672.000000 Penalty: 3714.513184
	Iteration 2F: 3 clusters Score -8739672 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -8741785.000000 Penalty: 3714.513184
	Iteration 3F: 3 clusters Score -8741785 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -8746792.000000 Penalty: 3714.513184
	Iteration 4F: 3 clusters Score -8746792 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -8752256.000000 Penalty: 3714.513184
	Iteration 5F: 3 clusters Score -8752256 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -8756469.000000 Penalty: 3714.513184
	Iteration 6F: 3 clusters Score -8756469 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -8758590.000000 Penalty: 3714.513184
	Iteration 7F: 3 clusters Score -8758590 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -8759456.000000 Penalty: 3714.513184
	Iteration 8Q: 3 clusters Score -8759456 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -8759710.000000 Penalty: 3714.513184
	Iteration 9Q: 3 clusters Score -8759710 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -8759970.000000 Penalty: 3714.513184
	Iteration 10Q: 3 clusters Score -8759970 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -8760389.000000 Penalty: 3714.513184
	Iteration 11Q: 3 clusters Score -8760389 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -8761010.000000 Penalty: 3714.513184
	Iteration 12Q: 3 clusters Score -8761010 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -8761515.000000 Penalty: 3714.513184
	Iteration 13Q: 3 clusters Score -8761515 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -8761959.000000 Penalty: 3714.513184
	Iteration 14Q: 3 clusters Score -8761959 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -8762463.000000 Penalty: 3714.513184
	Iteration 15Q: 3 clusters Score -8762463 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -8762867.000000 Penalty: 3714.513184
	Iteration 16Q: 3 clusters Score -8762867 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -8763324.000000 Penalty: 3714.513184
	Iteration 17Q: 3 clusters Score -8763324 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -8763753.000000 Penalty: 3714.513184
	Iteration 18Q: 3 clusters Score -8763753 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -8764102.000000 Penalty: 3714.513184
	Iteration 19Q: 3 clusters Score -8764102 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -8764222.000000 Penalty: 3714.513184
	Iteration 20F: 3 clusters Score -8764222 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -8764406.000000 Penalty: 3714.513184
	Iteration 21Q: 3 clusters Score -8764406 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -8764507.000000 Penalty: 3714.513184
	Iteration 22Q: 3 clusters Score -8764507 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -8764494.000000 Penalty: 3714.513184
	Iteration 23Q: 3 clusters Score -8764494 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -8764571.000000 Penalty: 3714.513184
	Iteration 24Q: 3 clusters Score -8764571 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -8764643.000000 Penalty: 3714.513184
	Iteration 25Q: 3 clusters Score -8764643 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -8764729.000000 Penalty: 3714.513184
	Iteration 26Q: 3 clusters Score -8764729 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -8764766.000000 Penalty: 3714.513184
	Iteration 27Q: 3 clusters Score -8764766 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -8764870.000000 Penalty: 3714.513184
	Iteration 28Q: 3 clusters Score -8764870 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -8764941.000000 Penalty: 3714.513184
	Iteration 29Q: 3 clusters Score -8764941 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -8764967.000000 Penalty: 3714.513184
	Iteration 30Q: 3 clusters Score -8764967 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -8765070.000000 Penalty: 3714.513184
	Iteration 31Q: 3 clusters Score -8765070 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -8765082.000000 Penalty: 3714.513184
	Iteration 32Q: 3 clusters Score -8765082 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -8765148.000000 Penalty: 3714.513184
	Iteration 33Q: 3 clusters Score -8765148 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -8765155.000000 Penalty: 3714.513184
	Iteration 34Q: 3 clusters Score -8765155 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -8765189.000000 Penalty: 3714.513184
	Iteration 35Q: 3 clusters Score -8765189 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -8765206.000000 Penalty: 3714.513184
	Iteration 36Q: 3 clusters Score -8765206 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -8765308.000000 Penalty: 3714.513184
	Iteration 37Q: 3 clusters Score -8765308 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -8765277.000000 Penalty: 3714.513184
	Iteration 38Q: 3 clusters Score -8765277 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -8765302.000000 Penalty: 3714.513184
	Iteration 39Q: 3 clusters Score -8765302 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -8765247.000000 Penalty: 3714.513184
	Iteration 40F: 3 clusters Score -8765247 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -8765277.000000 Penalty: 3714.513184
	Iteration 41Q: 3 clusters Score -8765277 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -8765294.000000 Penalty: 3714.513184
	Iteration 42Q: 3 clusters Score -8765294 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -8765316.000000 Penalty: 3714.513184
	Iteration 43Q: 3 clusters Score -8765316 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -8765337.000000 Penalty: 3714.513184
	Iteration 44Q: 3 clusters Score -8765337 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -8765384.000000 Penalty: 3714.513184
	Iteration 45Q: 3 clusters Score -8765384 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -8765363.000000 Penalty: 3714.513184
	Iteration 46Q: 3 clusters Score -8765363 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -8765380.000000 Penalty: 3714.513184
	Iteration 47Q: 3 clusters Score -8765380 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -8765377.000000 Penalty: 3714.513184
	Iteration 48Q: 3 clusters Score -8765377 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -8765376.000000 Penalty: 3714.513184
	Iteration 49Q: 3 clusters Score -8765376 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -8765362.000000 Penalty: 3714.513184
	Iteration 50Q: 3 clusters Score -8765362 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -8765360.000000 Penalty: 3714.513184
	Iteration 51Q: 3 clusters Score -8765360 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -8765352.000000 Penalty: 3714.513184
	Iteration 52Q: 3 clusters Score -8765352 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -8765324.000000 Penalty: 3714.513184
	Iteration 53Q: 3 clusters Score -8765324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -8765330.000000 Penalty: 3714.513184
	Iteration 54Q: 3 clusters Score -8765330 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -8765344.000000 Penalty: 3714.513184
	Iteration 55Q: 3 clusters Score -8765344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -8765353.000000 Penalty: 3714.513184
	Iteration 56Q: 3 clusters Score -8765353 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -8765357.000000 Penalty: 3714.513184
	Iteration 57Q: 3 clusters Score -8765357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -8765374.000000 Penalty: 3714.513184
	Iteration 58Q: 3 clusters Score -8765374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -8765365.000000 Penalty: 3714.513184
	Iteration 59Q: 3 clusters Score -8765365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8765341.000000 Penalty: 3714.513184
	Iteration 60F: 3 clusters Score -8765341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8765337.000000 Penalty: 3714.513184
	Iteration 61Q: 3 clusters Score -8765337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8765308.000000 Penalty: 3714.513184
	Iteration 62Q: 3 clusters Score -8765308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -8765315.000000 Penalty: 3714.513184
	Iteration 63Q: 3 clusters Score -8765315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8765305.000000 Penalty: 3714.513184
	Iteration 64Q: 3 clusters Score -8765305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -8765307.000000 Penalty: 3714.513184
	Iteration 65Q: 3 clusters Score -8765307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8765297.000000 Penalty: 3714.513184
	Iteration 66Q: 3 clusters Score -8765297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8765299.000000 Penalty: 3714.513184
	Iteration 67Q: 3 clusters Score -8765299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8765311.000000 Penalty: 3714.513184
	Iteration 68Q: 3 clusters Score -8765311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8765313.000000 Penalty: 3714.513184
	Iteration 69Q: 3 clusters Score -8765313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8765322.000000 Penalty: 3714.513184
	Iteration 70Q: 3 clusters Score -8765322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8765323.000000 Penalty: 3714.513184
	Iteration 71Q: 3 clusters Score -8765323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8765322.000000 Penalty: 3714.513184
	Iteration 72Q: 3 clusters Score -8765322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -8765318.000000 Penalty: 3714.513184
	Iteration 73Q: 3 clusters Score -8765318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -8765325.000000 Penalty: 3714.513184
	Iteration 74Q: 3 clusters Score -8765325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8765326.000000 Penalty: 3714.513184
	Iteration 75Q: 3 clusters Score -8765326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -8765324.000000 Penalty: 3714.513184
	Iteration 76Q: 3 clusters Score -8765324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8765325.000000 Penalty: 3714.513184
	Iteration 77Q: 3 clusters Score -8765325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8765324.000000 Penalty: 3714.513184
	Iteration 78Q: 3 clusters Score -8765324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -8765318.000000 Penalty: 3714.513184
	Iteration 79Q: 3 clusters Score -8765318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8765315.000000 Penalty: 3714.513184
	Iteration 80F: 3 clusters Score -8765315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8765312.000000 Penalty: 3714.513184
	Iteration 81Q: 3 clusters Score -8765312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8765311.000000 Penalty: 3714.513184
	Iteration 82Q: 3 clusters Score -8765311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8765306.000000 Penalty: 3714.513184
	Iteration 83Q: 3 clusters Score -8765306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8765308.000000 Penalty: 3714.513184
	Iteration 84Q: 3 clusters Score -8765308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8765312.000000 Penalty: 3714.513184
	Iteration 85Q: 3 clusters Score -8765312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8765312.000000 Penalty: 3714.513184
	Iteration 86Q: 3 clusters Score -8765312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8765308.000000 Penalty: 3714.513184
	Iteration 87Q: 3 clusters Score -8765308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8765302.000000 Penalty: 3714.513184
	Iteration 88Q: 3 clusters Score -8765302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8765303.000000 Penalty: 3714.513184
	Iteration 89Q: 3 clusters Score -8765303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8765305.000000 Penalty: 3714.513184
	Iteration 90Q: 3 clusters Score -8765305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8765305.000000 Penalty: 3714.513184
	Iteration 91F: 3 clusters Score -8765305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 16008 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 8177 members 
Mstep: Class 20 contains 45659 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 3288 members 
Mstep: Class 25 contains 4733 members 
Mstep: Class 26 contains 3280 members 
Mstep: Class 27 contains 942 members 
Mstep: Class 28 contains 8194 members 
Mstep: Class 29 contains 46316 members 
Entering Unmasked Estep 
Score: -49692344.000000 Penalty: 62232.195312
Splitting cluster 20 changes total score from -49673236.000000 to -49692344.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31521 members 
Mstep: Class 3 contains 74102 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 16008 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 8177 members 
Mstep: Class 20 contains 45659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49711916.000000 Penalty: 62232.195312
Iteration 39Q: 30 clusters Score -4.971192e+07 nChanged 27137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 31122 members 
Mstep: Class 3 contains 75477 members 
Mstep: Class 4 contains 42693 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 48710 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 40665 members 
Mstep: Class 11 contains 19561 members 
Mstep: Class 12 contains 22286 members 
Mstep: Class 13 contains 20077 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 16749 members 
Mstep: Class 16 contains 8700 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 8232 members 
Mstep: Class 20 contains 46380 members 
Mstep: Class 21 contains 44225 members 
Mstep: Class 22 contains 1861 members 
Mstep: Class 23 contains 6151 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 3049 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 8137 members 
Mstep: Class 29 contains 43610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732380.000000 Penalty: 62232.195312
Iteration 40F: 30 clusters Score -4.973238e+07 nChanged 29298
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 29018 members 
Mstep: Class 3 contains 70855 members 
Mstep: Class 4 contains 40896 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 50051 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 40097 members 
Mstep: Class 11 contains 18947 members 
Mstep: Class 12 contains 21247 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 16893 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 1782 members 
Mstep: Class 19 contains 8183 members 
Mstep: Class 20 contains 45701 members 
Mstep: Class 21 contains 49699 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 5956 members 
Mstep: Class 24 contains 2956 members 
Mstep: Class 25 contains 4820 members 
Mstep: Class 26 contains 3093 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 8421 members 
Mstep: Class 29 contains 45558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49715240.000000 Penalty: 62232.195312
Iteration 41F: 30 clusters Score -4.971524e+07 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 29905 members 
Mstep: Class 3 contains 67691 members 
Mstep: Class 4 contains 41129 members 
Mstep: Class 5 contains 6185 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 49851 members 
Mstep: Class 8 contains 5192 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 39616 members 
Mstep: Class 11 contains 18891 members 
Mstep: Class 12 contains 20699 members 
Mstep: Class 13 contains 20963 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 45323 members 
Mstep: Class 21 contains 51257 members 
Mstep: Class 22 contains 1902 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 2862 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 3116 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 8549 members 
Mstep: Class 29 contains 45301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49707456.000000 Penalty: 62232.195312
Iteration 42Q: 30 clusters Score -4.970746e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 31593 members 
Mstep: Class 3 contains 63976 members 
Mstep: Class 4 contains 41665 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 2319 members 
Mstep: Class 7 contains 49369 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 39180 members 
Mstep: Class 11 contains 19011 members 
Mstep: Class 12 contains 20322 members 
Mstep: Class 13 contains 21308 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 17302 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 44965 members 
Mstep: Class 21 contains 52784 members 
Mstep: Class 22 contains 1934 members 
Mstep: Class 23 contains 5688 members 
Mstep: Class 24 contains 2798 members 
Mstep: Class 25 contains 4925 members 
Mstep: Class 26 contains 3112 members 
Mstep: Class 27 contains 1097 members 
Mstep: Class 28 contains 8664 members 
Mstep: Class 29 contains 44263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49711644.000000 Penalty: 62232.195312
Iteration 43Q: 30 clusters Score -4.971164e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 33040 members 
Mstep: Class 3 contains 61733 members 
Mstep: Class 4 contains 42078 members 
Mstep: Class 5 contains 6121 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 48730 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 38782 members 
Mstep: Class 11 contains 19162 members 
Mstep: Class 12 contains 19977 members 
Mstep: Class 13 contains 21599 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 15 contains 17530 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 2149 members 
Mstep: Class 19 contains 8149 members 
Mstep: Class 20 contains 44502 members 
Mstep: Class 21 contains 53469 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 2754 members 
Mstep: Class 25 contains 4978 members 
Mstep: Class 26 contains 3102 members 
Mstep: Class 27 contains 1128 members 
Mstep: Class 28 contains 8763 members 
Mstep: Class 29 contains 43130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49715192.000000 Penalty: 62232.195312
Iteration 44Q: 30 clusters Score -4.971519e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 34204 members 
Mstep: Class 3 contains 60356 members 
Mstep: Class 4 contains 42340 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 48115 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 38411 members 
Mstep: Class 11 contains 19334 members 
Mstep: Class 12 contains 19641 members 
Mstep: Class 13 contains 21862 members 
Mstep: Class 14 contains 1525 members 
Mstep: Class 15 contains 17766 members 
Mstep: Class 16 contains 8393 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 8138 members 
Mstep: Class 20 contains 43920 members 
Mstep: Class 21 contains 53689 members 
Mstep: Class 22 contains 1964 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 3095 members 
Mstep: Class 27 contains 1146 members 
Mstep: Class 28 contains 8846 members 
Mstep: Class 29 contains 42074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49718308.000000 Penalty: 62232.195312
Iteration 45Q: 30 clusters Score -4.971831e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 35229 members 
Mstep: Class 3 contains 59349 members 
Mstep: Class 4 contains 42571 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 47519 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 2941 members 
Mstep: Class 10 contains 38051 members 
Mstep: Class 11 contains 19442 members 
Mstep: Class 12 contains 19382 members 
Mstep: Class 13 contains 22086 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 18069 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 1729 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 8132 members 
Mstep: Class 20 contains 43233 members 
Mstep: Class 21 contains 53707 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2733 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 3087 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 41085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49720916.000000 Penalty: 62232.195312
Iteration 46Q: 30 clusters Score -4.972092e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 35995 members 
Mstep: Class 3 contains 58683 members 
Mstep: Class 4 contains 42788 members 
Mstep: Class 5 contains 6056 members 
Mstep: Class 6 contains 2561 members 
Mstep: Class 7 contains 46943 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 2941 members 
Mstep: Class 10 contains 37765 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 19109 members 
Mstep: Class 13 contains 22329 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 18400 members 
Mstep: Class 16 contains 8393 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 2346 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 42392 members 
Mstep: Class 21 contains 53611 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 5046 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 40084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49722296.000000 Penalty: 62232.195312
Iteration 47Q: 30 clusters Score -4.97223e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 36629 members 
Mstep: Class 3 contains 58209 members 
Mstep: Class 4 contains 42948 members 
Mstep: Class 5 contains 6033 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 46480 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 37628 members 
Mstep: Class 11 contains 19597 members 
Mstep: Class 12 contains 18822 members 
Mstep: Class 13 contains 22533 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 16 contains 8400 members 
Mstep: Class 17 contains 1747 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 53523 members 
Mstep: Class 22 contains 1987 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 2748 members 
Mstep: Class 25 contains 5058 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 1187 members 
Mstep: Class 28 contains 9018 members 
Mstep: Class 29 contains 39384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49722252.000000 Penalty: 62232.195312
Iteration 48Q: 30 clusters Score -4.972225e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 36947 members 
Mstep: Class 3 contains 57886 members 
Mstep: Class 4 contains 43050 members 
Mstep: Class 5 contains 6007 members 
Mstep: Class 6 contains 2637 members 
Mstep: Class 7 contains 46269 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 37583 members 
Mstep: Class 11 contains 19646 members 
Mstep: Class 12 contains 18523 members 
Mstep: Class 13 contains 22713 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 19421 members 
Mstep: Class 16 contains 8456 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 8120 members 
Mstep: Class 20 contains 41436 members 
Mstep: Class 21 contains 53511 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 5544 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 5074 members 
Mstep: Class 26 contains 3072 members 
Mstep: Class 27 contains 1197 members 
Mstep: Class 28 contains 9067 members 
Mstep: Class 29 contains 38977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49723088.000000 Penalty: 62232.195312
Iteration 49Q: 30 clusters Score -4.972309e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 36986 members 
Mstep: Class 3 contains 57698 members 
Mstep: Class 4 contains 43115 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 46219 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 37551 members 
Mstep: Class 11 contains 19654 members 
Mstep: Class 12 contains 18297 members 
Mstep: Class 13 contains 22863 members 
Mstep: Class 14 contains 1370 members 
Mstep: Class 15 contains 19968 members 
Mstep: Class 16 contains 8528 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 41350 members 
Mstep: Class 21 contains 53566 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 5078 members 
Mstep: Class 26 contains 3071 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9103 members 
Mstep: Class 29 contains 38676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49724232.000000 Penalty: 62232.195312
Iteration 50Q: 30 clusters Score -4.972423e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 36858 members 
Mstep: Class 3 contains 57573 members 
Mstep: Class 4 contains 43151 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 46207 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 37521 members 
Mstep: Class 11 contains 19654 members 
Mstep: Class 12 contains 18160 members 
Mstep: Class 13 contains 22989 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 20444 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 41261 members 
Mstep: Class 21 contains 53688 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 5079 members 
Mstep: Class 26 contains 3068 members 
Mstep: Class 27 contains 1205 members 
Mstep: Class 28 contains 9131 members 
Mstep: Class 29 contains 38452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49724908.000000 Penalty: 62232.195312
Iteration 51Q: 30 clusters Score -4.972491e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 36713 members 
Mstep: Class 3 contains 57480 members 
Mstep: Class 4 contains 43160 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 46208 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 37470 members 
Mstep: Class 11 contains 19613 members 
Mstep: Class 12 contains 18062 members 
Mstep: Class 13 contains 23104 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 20873 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 8117 members 
Mstep: Class 20 contains 41148 members 
Mstep: Class 21 contains 53797 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 5090 members 
Mstep: Class 26 contains 3055 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 9137 members 
Mstep: Class 29 contains 38311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49725708.000000 Penalty: 62232.195312
Iteration 52Q: 30 clusters Score -4.972571e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 36596 members 
Mstep: Class 3 contains 57401 members 
Mstep: Class 4 contains 43152 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 46188 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 37444 members 
Mstep: Class 11 contains 19594 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 23187 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 21306 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 8118 members 
Mstep: Class 20 contains 40976 members 
Mstep: Class 21 contains 53879 members 
Mstep: Class 22 contains 2041 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 2787 members 
Mstep: Class 25 contains 5098 members 
Mstep: Class 26 contains 3044 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 9146 members 
Mstep: Class 29 contains 38136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49726476.000000 Penalty: 62232.195312
Iteration 53Q: 30 clusters Score -4.972648e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 36540 members 
Mstep: Class 3 contains 57325 members 
Mstep: Class 4 contains 43145 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 46173 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 37396 members 
Mstep: Class 11 contains 19564 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 23252 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 21681 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 8120 members 
Mstep: Class 20 contains 40780 members 
Mstep: Class 21 contains 53921 members 
Mstep: Class 22 contains 2050 members 
Mstep: Class 23 contains 5622 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 5100 members 
Mstep: Class 26 contains 3039 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 9167 members 
Mstep: Class 29 contains 37948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49727216.000000 Penalty: 62232.195312
Iteration 54Q: 30 clusters Score -4.972722e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 36504 members 
Mstep: Class 3 contains 57263 members 
Mstep: Class 4 contains 43124 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 37364 members 
Mstep: Class 11 contains 19506 members 
Mstep: Class 12 contains 18183 members 
Mstep: Class 13 contains 23292 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 22005 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 1806 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 40595 members 
Mstep: Class 21 contains 53955 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 2778 members 
Mstep: Class 25 contains 5104 members 
Mstep: Class 26 contains 3032 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 9189 members 
Mstep: Class 29 contains 37761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49727940.000000 Penalty: 62232.195312
Iteration 55Q: 30 clusters Score -4.972794e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 36459 members 
Mstep: Class 3 contains 57198 members 
Mstep: Class 4 contains 43087 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 46155 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 37327 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 18357 members 
Mstep: Class 13 contains 23300 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 8865 members 
Mstep: Class 17 contains 1806 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 40374 members 
Mstep: Class 21 contains 53982 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 2784 members 
Mstep: Class 25 contains 5110 members 
Mstep: Class 26 contains 3029 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 9206 members 
Mstep: Class 29 contains 37606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49728688.000000 Penalty: 62232.195312
Iteration 56Q: 30 clusters Score -4.972869e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 36450 members 
Mstep: Class 3 contains 57136 members 
Mstep: Class 4 contains 43056 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 46142 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 19481 members 
Mstep: Class 12 contains 18555 members 
Mstep: Class 13 contains 23319 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 22610 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 8125 members 
Mstep: Class 20 contains 40135 members 
Mstep: Class 21 contains 53994 members 
Mstep: Class 22 contains 2087 members 
Mstep: Class 23 contains 5672 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 5114 members 
Mstep: Class 26 contains 3030 members 
Mstep: Class 27 contains 1213 members 
Mstep: Class 28 contains 9206 members 
Mstep: Class 29 contains 37435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49729660.000000 Penalty: 62232.195312
Iteration 57Q: 30 clusters Score -4.972966e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 36462 members 
Mstep: Class 3 contains 57075 members 
Mstep: Class 4 contains 43030 members 
Mstep: Class 5 contains 5939 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 46127 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 37231 members 
Mstep: Class 11 contains 19461 members 
Mstep: Class 12 contains 18819 members 
Mstep: Class 13 contains 23320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 22867 members 
Mstep: Class 16 contains 8989 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 8133 members 
Mstep: Class 20 contains 39889 members 
Mstep: Class 21 contains 53999 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 5686 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 5114 members 
Mstep: Class 26 contains 3025 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 9212 members 
Mstep: Class 29 contains 37208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49730304.000000 Penalty: 62232.195312
Iteration 58Q: 30 clusters Score -4.97303e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 36476 members 
Mstep: Class 3 contains 57018 members 
Mstep: Class 4 contains 43029 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 46102 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 37173 members 
Mstep: Class 11 contains 19463 members 
Mstep: Class 12 contains 19119 members 
Mstep: Class 13 contains 23320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 23113 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 8140 members 
Mstep: Class 20 contains 39645 members 
Mstep: Class 21 contains 54002 members 
Mstep: Class 22 contains 2118 members 
Mstep: Class 23 contains 5695 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 5127 members 
Mstep: Class 26 contains 3021 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 36979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731128.000000 Penalty: 62232.195312
Iteration 59Q: 30 clusters Score -4.973113e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 36458 members 
Mstep: Class 3 contains 56963 members 
Mstep: Class 4 contains 43024 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 46075 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 37148 members 
Mstep: Class 11 contains 19548 members 
Mstep: Class 12 contains 19377 members 
Mstep: Class 13 contains 23313 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 23358 members 
Mstep: Class 16 contains 9140 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 8143 members 
Mstep: Class 20 contains 39412 members 
Mstep: Class 21 contains 54000 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 3021 members 
Mstep: Class 27 contains 1219 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 36723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731896.000000 Penalty: 62232.195312
Iteration 60F: 30 clusters Score -4.97319e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 36456 members 
Mstep: Class 3 contains 56931 members 
Mstep: Class 4 contains 43017 members 
Mstep: Class 5 contains 5960 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 46040 members 
Mstep: Class 8 contains 5022 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 37140 members 
Mstep: Class 11 contains 19724 members 
Mstep: Class 12 contains 19580 members 
Mstep: Class 13 contains 23287 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 23598 members 
Mstep: Class 16 contains 9180 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 8148 members 
Mstep: Class 20 contains 39075 members 
Mstep: Class 21 contains 53991 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 5700 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 3018 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 9253 members 
Mstep: Class 29 contains 36444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732368.000000 Penalty: 62232.195312
Iteration 61Q: 30 clusters Score -4.973237e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 36472 members 
Mstep: Class 3 contains 56873 members 
Mstep: Class 4 contains 43005 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 46008 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 37113 members 
Mstep: Class 11 contains 19953 members 
Mstep: Class 12 contains 19710 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 23820 members 
Mstep: Class 16 contains 9229 members 
Mstep: Class 17 contains 1833 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 8153 members 
Mstep: Class 20 contains 38853 members 
Mstep: Class 21 contains 53986 members 
Mstep: Class 22 contains 2151 members 
Mstep: Class 23 contains 5707 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 5141 members 
Mstep: Class 26 contains 3010 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 9263 members 
Mstep: Class 29 contains 36209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49733052.000000 Penalty: 62232.195312
Iteration 62Q: 30 clusters Score -4.973305e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 36475 members 
Mstep: Class 3 contains 56799 members 
Mstep: Class 4 contains 42977 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 46009 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 37102 members 
Mstep: Class 11 contains 20232 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 23236 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 24047 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 8153 members 
Mstep: Class 20 contains 38672 members 
Mstep: Class 21 contains 53995 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 5706 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 5155 members 
Mstep: Class 26 contains 3011 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 9268 members 
Mstep: Class 29 contains 35943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49733720.000000 Penalty: 62232.195312
Iteration 63Q: 30 clusters Score -4.973372e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 36469 members 
Mstep: Class 3 contains 56750 members 
Mstep: Class 4 contains 42973 members 
Mstep: Class 5 contains 5968 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 45997 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 37085 members 
Mstep: Class 11 contains 20504 members 
Mstep: Class 12 contains 19845 members 
Mstep: Class 13 contains 23210 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 24235 members 
Mstep: Class 16 contains 9384 members 
Mstep: Class 17 contains 1831 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 38474 members 
Mstep: Class 21 contains 53994 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 5165 members 
Mstep: Class 26 contains 3014 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 9285 members 
Mstep: Class 29 contains 35708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734188.000000 Penalty: 62232.195312
Iteration 64Q: 30 clusters Score -4.973419e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 36452 members 
Mstep: Class 3 contains 56693 members 
Mstep: Class 4 contains 42966 members 
Mstep: Class 5 contains 5967 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 45990 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 37062 members 
Mstep: Class 11 contains 20733 members 
Mstep: Class 12 contains 19868 members 
Mstep: Class 13 contains 23171 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 24419 members 
Mstep: Class 16 contains 9481 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 19 contains 8149 members 
Mstep: Class 20 contains 38295 members 
Mstep: Class 21 contains 53984 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 5712 members 
Mstep: Class 24 contains 2778 members 
Mstep: Class 25 contains 5179 members 
Mstep: Class 26 contains 3015 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 9303 members 
Mstep: Class 29 contains 35519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734644.000000 Penalty: 62232.195312
Iteration 65Q: 30 clusters Score -4.973464e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 36457 members 
Mstep: Class 3 contains 56617 members 
Mstep: Class 4 contains 42937 members 
Mstep: Class 5 contains 5969 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 45983 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 37040 members 
Mstep: Class 11 contains 20943 members 
Mstep: Class 12 contains 19878 members 
Mstep: Class 13 contains 23148 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 24604 members 
Mstep: Class 16 contains 9598 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 2493 members 
Mstep: Class 19 contains 8147 members 
Mstep: Class 20 contains 38148 members 
Mstep: Class 21 contains 53979 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 5712 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 5188 members 
Mstep: Class 26 contains 3020 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 9313 members 
Mstep: Class 29 contains 35330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734900.000000 Penalty: 62232.195312
Iteration 66Q: 30 clusters Score -4.97349e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 36434 members 
Mstep: Class 3 contains 56549 members 
Mstep: Class 4 contains 42902 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 45974 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 37034 members 
Mstep: Class 11 contains 21112 members 
Mstep: Class 12 contains 19878 members 
Mstep: Class 13 contains 23110 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 24783 members 
Mstep: Class 16 contains 9699 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 8147 members 
Mstep: Class 20 contains 38009 members 
Mstep: Class 21 contains 53989 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 5712 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 3025 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 9320 members 
Mstep: Class 29 contains 35204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49735376.000000 Penalty: 62232.195312
Iteration 67Q: 30 clusters Score -4.973538e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 36429 members 
Mstep: Class 3 contains 56485 members 
Mstep: Class 4 contains 42876 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 45955 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 37014 members 
Mstep: Class 11 contains 21231 members 
Mstep: Class 12 contains 19888 members 
Mstep: Class 13 contains 23084 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 24926 members 
Mstep: Class 16 contains 9792 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 37902 members 
Mstep: Class 21 contains 53995 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 2753 members 
Mstep: Class 25 contains 5221 members 
Mstep: Class 26 contains 3026 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 9333 members 
Mstep: Class 29 contains 35080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49735708.000000 Penalty: 62232.195312
Iteration 68Q: 30 clusters Score -4.973571e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 36423 members 
Mstep: Class 3 contains 56429 members 
Mstep: Class 4 contains 42853 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 45935 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 37001 members 
Mstep: Class 11 contains 21337 members 
Mstep: Class 12 contains 19886 members 
Mstep: Class 13 contains 23048 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 25082 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 8153 members 
Mstep: Class 20 contains 37817 members 
Mstep: Class 21 contains 53993 members 
Mstep: Class 22 contains 2275 members 
Mstep: Class 23 contains 5722 members 
Mstep: Class 24 contains 2747 members 
Mstep: Class 25 contains 5241 members 
Mstep: Class 26 contains 3031 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 9339 members 
Mstep: Class 29 contains 34985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49735968.000000 Penalty: 62232.195312
Iteration 69Q: 30 clusters Score -4.973597e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 36428 members 
Mstep: Class 3 contains 56365 members 
Mstep: Class 4 contains 42835 members 
Mstep: Class 5 contains 5969 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 45925 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 36986 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 19890 members 
Mstep: Class 13 contains 23028 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 25228 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 2504 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 37721 members 
Mstep: Class 21 contains 53989 members 
Mstep: Class 22 contains 2298 members 
Mstep: Class 23 contains 5728 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 5259 members 
Mstep: Class 26 contains 3036 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9349 members 
Mstep: Class 29 contains 34881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736328.000000 Penalty: 62232.195312
Iteration 70Q: 30 clusters Score -4.973633e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 36425 members 
Mstep: Class 3 contains 56301 members 
Mstep: Class 4 contains 42809 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 45915 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 19897 members 
Mstep: Class 13 contains 22995 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 25395 members 
Mstep: Class 16 contains 10038 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 2504 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 37668 members 
Mstep: Class 21 contains 54001 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 5726 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 5272 members 
Mstep: Class 26 contains 3039 members 
Mstep: Class 27 contains 1232 members 
Mstep: Class 28 contains 9352 members 
Mstep: Class 29 contains 34795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736524.000000 Penalty: 62232.195312
Iteration 71Q: 30 clusters Score -4.973652e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 36431 members 
Mstep: Class 3 contains 56248 members 
Mstep: Class 4 contains 42792 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 45897 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 36962 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 12 contains 19899 members 
Mstep: Class 13 contains 22959 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 25596 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 2502 members 
Mstep: Class 19 contains 8155 members 
Mstep: Class 20 contains 37556 members 
Mstep: Class 21 contains 54013 members 
Mstep: Class 22 contains 2321 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 5273 members 
Mstep: Class 26 contains 3043 members 
Mstep: Class 27 contains 1232 members 
Mstep: Class 28 contains 9357 members 
Mstep: Class 29 contains 34738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736840.000000 Penalty: 62232.195312
Iteration 72Q: 30 clusters Score -4.973684e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 36423 members 
Mstep: Class 3 contains 56193 members 
Mstep: Class 4 contains 42778 members 
Mstep: Class 5 contains 5982 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 45881 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 36961 members 
Mstep: Class 11 contains 21579 members 
Mstep: Class 12 contains 19905 members 
Mstep: Class 13 contains 22919 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 25757 members 
Mstep: Class 16 contains 10196 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 19 contains 8153 members 
Mstep: Class 20 contains 37446 members 
Mstep: Class 21 contains 54017 members 
Mstep: Class 22 contains 2337 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 2743 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 3047 members 
Mstep: Class 27 contains 1234 members 
Mstep: Class 28 contains 9363 members 
Mstep: Class 29 contains 34692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737228.000000 Penalty: 62232.195312
Iteration 73Q: 30 clusters Score -4.973723e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 36428 members 
Mstep: Class 3 contains 56150 members 
Mstep: Class 4 contains 42769 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 7 contains 45857 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 36958 members 
Mstep: Class 11 contains 21605 members 
Mstep: Class 12 contains 19895 members 
Mstep: Class 13 contains 22883 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 25883 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 8156 members 
Mstep: Class 20 contains 37355 members 
Mstep: Class 21 contains 54014 members 
Mstep: Class 22 contains 2355 members 
Mstep: Class 23 contains 5723 members 
Mstep: Class 24 contains 2743 members 
Mstep: Class 25 contains 5282 members 
Mstep: Class 26 contains 3051 members 
Mstep: Class 27 contains 1236 members 
Mstep: Class 28 contains 9367 members 
Mstep: Class 29 contains 34653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737504.000000 Penalty: 62232.195312
Iteration 74Q: 30 clusters Score -4.97375e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 36439 members 
Mstep: Class 3 contains 56121 members 
Mstep: Class 4 contains 42769 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 45838 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 36953 members 
Mstep: Class 11 contains 21619 members 
Mstep: Class 12 contains 19892 members 
Mstep: Class 13 contains 22843 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26032 members 
Mstep: Class 16 contains 10308 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 37268 members 
Mstep: Class 21 contains 54016 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 3053 members 
Mstep: Class 27 contains 1234 members 
Mstep: Class 28 contains 9374 members 
Mstep: Class 29 contains 34593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737636.000000 Penalty: 62232.195312
Iteration 75Q: 30 clusters Score -4.973764e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 36442 members 
Mstep: Class 3 contains 56088 members 
Mstep: Class 4 contains 42769 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 45829 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 36953 members 
Mstep: Class 11 contains 21627 members 
Mstep: Class 12 contains 19882 members 
Mstep: Class 13 contains 22802 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26154 members 
Mstep: Class 16 contains 10336 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 37172 members 
Mstep: Class 21 contains 54021 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 3054 members 
Mstep: Class 27 contains 1234 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 34563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737792.000000 Penalty: 62232.195312
Iteration 76Q: 30 clusters Score -4.973779e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 36409 members 
Mstep: Class 3 contains 56059 members 
Mstep: Class 4 contains 42749 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 3316 members 
Mstep: Class 7 contains 45820 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 36959 members 
Mstep: Class 11 contains 21636 members 
Mstep: Class 12 contains 19873 members 
Mstep: Class 13 contains 22763 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26246 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 2498 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 37073 members 
Mstep: Class 21 contains 54034 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 2738 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 3056 members 
Mstep: Class 27 contains 1232 members 
Mstep: Class 28 contains 9377 members 
Mstep: Class 29 contains 34516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737888.000000 Penalty: 62232.195312
Iteration 77Q: 30 clusters Score -4.973789e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 36398 members 
Mstep: Class 3 contains 56037 members 
Mstep: Class 4 contains 42730 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 45827 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 36959 members 
Mstep: Class 11 contains 21653 members 
Mstep: Class 12 contains 19876 members 
Mstep: Class 13 contains 22728 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26300 members 
Mstep: Class 16 contains 10416 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 8157 members 
Mstep: Class 20 contains 36999 members 
Mstep: Class 21 contains 54054 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2737 members 
Mstep: Class 25 contains 5356 members 
Mstep: Class 26 contains 3059 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9383 members 
Mstep: Class 29 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737924.000000 Penalty: 62232.195312
Iteration 78Q: 30 clusters Score -4.973792e+07 nChanged 761
Entering ConstructFrom: 
Score: -49737924.000000 Penalty: 62232.195312
Entering ConstructFrom: 
Trying to split cluster 1 (37965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Entering Unmasked Estep 
Score: -3715556.500000 Penalty: 1713.468262
	Iteration 0F: 2 clusters Score -3715556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3692921.250000 Penalty: 3426.936523
	Iteration 0F: 3 clusters Score -3692921 nChanged 17598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3702704.500000 Penalty: 3426.936523
	Iteration 1F: 3 clusters Score -3702704 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3703139.750000 Penalty: 3426.936523
	Iteration 2Q: 3 clusters Score -3703140 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3703526.500000 Penalty: 3426.936523
	Iteration 3Q: 3 clusters Score -3703526 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3703963.000000 Penalty: 3426.936523
	Iteration 4Q: 3 clusters Score -3703963 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3704490.000000 Penalty: 3426.936523
	Iteration 5Q: 3 clusters Score -3704490 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3705011.250000 Penalty: 3426.936523
	Iteration 6Q: 3 clusters Score -3705011 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3705620.250000 Penalty: 3426.936523
	Iteration 7Q: 3 clusters Score -3705620 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3706255.250000 Penalty: 3426.936523
	Iteration 8Q: 3 clusters Score -3706255 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3707012.500000 Penalty: 3426.936523
	Iteration 9Q: 3 clusters Score -3707012 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3707899.500000 Penalty: 3426.936523
	Iteration 10Q: 3 clusters Score -3707900 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3708918.500000 Penalty: 3426.936523
	Iteration 11Q: 3 clusters Score -3708918 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3709880.500000 Penalty: 3426.936523
	Iteration 12Q: 3 clusters Score -3709880 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3710591.750000 Penalty: 3426.936523
	Iteration 13Q: 3 clusters Score -3710592 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3711027.750000 Penalty: 3426.936523
	Iteration 14Q: 3 clusters Score -3711028 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3711242.500000 Penalty: 3426.936523
	Iteration 15Q: 3 clusters Score -3711242 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3711379.750000 Penalty: 3426.936523
	Iteration 16Q: 3 clusters Score -3711380 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3711495.250000 Penalty: 3426.936523
	Iteration 17Q: 3 clusters Score -3711495 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3711591.000000 Penalty: 3426.936523
	Iteration 18Q: 3 clusters Score -3711591 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3711680.500000 Penalty: 3426.936523
	Iteration 19Q: 3 clusters Score -3711680 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3711804.000000 Penalty: 3426.936523
	Iteration 20F: 3 clusters Score -3711804 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3711910.750000 Penalty: 3426.936523
	Iteration 21Q: 3 clusters Score -3711911 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3712023.250000 Penalty: 3426.936523
	Iteration 22Q: 3 clusters Score -3712023 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3712139.500000 Penalty: 3426.936523
	Iteration 23Q: 3 clusters Score -3712140 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3712267.500000 Penalty: 3426.936523
	Iteration 24Q: 3 clusters Score -3712268 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3712396.750000 Penalty: 3426.936523
	Iteration 25Q: 3 clusters Score -3712397 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3712512.250000 Penalty: 3426.936523
	Iteration 26Q: 3 clusters Score -3712512 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3712645.000000 Penalty: 3426.936523
	Iteration 27Q: 3 clusters Score -3712645 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3712780.750000 Penalty: 3426.936523
	Iteration 28Q: 3 clusters Score -3712781 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3712953.000000 Penalty: 3426.936523
	Iteration 29Q: 3 clusters Score -3712953 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3713155.000000 Penalty: 3426.936523
	Iteration 30Q: 3 clusters Score -3713155 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3713424.250000 Penalty: 3426.936523
	Iteration 31Q: 3 clusters Score -3713424 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3713705.500000 Penalty: 3426.936523
	Iteration 32Q: 3 clusters Score -3713706 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3714012.000000 Penalty: 3426.936523
	Iteration 33Q: 3 clusters Score -3714012 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3714314.250000 Penalty: 3426.936523
	Iteration 34Q: 3 clusters Score -3714314 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3714639.750000 Penalty: 3426.936523
	Iteration 35Q: 3 clusters Score -3714640 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3714933.500000 Penalty: 3426.936523
	Iteration 36Q: 3 clusters Score -3714934 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3715198.250000 Penalty: 3426.936523
	Iteration 37Q: 3 clusters Score -3715198 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3715438.000000 Penalty: 3426.936523
	Iteration 38Q: 3 clusters Score -3715438 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3715501.250000 Penalty: 3426.936523
	Iteration 39Q: 3 clusters Score -3715501 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3715495.750000 Penalty: 3426.936523
	Iteration 40F: 3 clusters Score -3715496 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3715508.750000 Penalty: 3426.936523
	Iteration 41Q: 3 clusters Score -3715509 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3715495.250000 Penalty: 3426.936523
	Iteration 42Q: 3 clusters Score -3715495 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3715460.000000 Penalty: 3426.936523
	Iteration 43Q: 3 clusters Score -3715460 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3715436.750000 Penalty: 3426.936523
	Iteration 44Q: 3 clusters Score -3715437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3715392.000000 Penalty: 3426.936523
	Iteration 45Q: 3 clusters Score -3715392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3715375.000000 Penalty: 3426.936523
	Iteration 46Q: 3 clusters Score -3715375 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3715362.750000 Penalty: 3426.936523
	Iteration 47Q: 3 clusters Score -3715363 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3715348.250000 Penalty: 3426.936523
	Iteration 48Q: 3 clusters Score -3715348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3715339.000000 Penalty: 3426.936523
	Iteration 49Q: 3 clusters Score -3715339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3715321.250000 Penalty: 3426.936523
	Iteration 50Q: 3 clusters Score -3715321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3715331.500000 Penalty: 3426.936523
	Iteration 51Q: 3 clusters Score -3715332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3715328.750000 Penalty: 3426.936523
	Iteration 52Q: 3 clusters Score -3715329 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3715323.000000 Penalty: 3426.936523
	Iteration 53Q: 3 clusters Score -3715323 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3715314.500000 Penalty: 3426.936523
	Iteration 54Q: 3 clusters Score -3715314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3715284.750000 Penalty: 3426.936523
	Iteration 55Q: 3 clusters Score -3715285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3715284.250000 Penalty: 3426.936523
	Iteration 56Q: 3 clusters Score -3715284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3715264.250000 Penalty: 3426.936523
	Iteration 57Q: 3 clusters Score -3715264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3715255.500000 Penalty: 3426.936523
	Iteration 58Q: 3 clusters Score -3715256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3715243.750000 Penalty: 3426.936523
	Iteration 59Q: 3 clusters Score -3715244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3715235.250000 Penalty: 3426.936523
	Iteration 60F: 3 clusters Score -3715235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3715230.750000 Penalty: 3426.936523
	Iteration 61Q: 3 clusters Score -3715231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3715220.250000 Penalty: 3426.936523
	Iteration 62Q: 3 clusters Score -3715220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3715220.500000 Penalty: 3426.936523
	Iteration 63Q: 3 clusters Score -3715220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3715217.000000 Penalty: 3426.936523
	Iteration 64Q: 3 clusters Score -3715217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3715207.250000 Penalty: 3426.936523
	Iteration 65Q: 3 clusters Score -3715207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3715199.750000 Penalty: 3426.936523
	Iteration 66Q: 3 clusters Score -3715200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3715203.750000 Penalty: 3426.936523
	Iteration 67Q: 3 clusters Score -3715204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3715205.500000 Penalty: 3426.936523
	Iteration 68Q: 3 clusters Score -3715206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3715196.000000 Penalty: 3426.936523
	Iteration 69Q: 3 clusters Score -3715196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3715202.250000 Penalty: 3426.936523
	Iteration 70Q: 3 clusters Score -3715202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3715198.250000 Penalty: 3426.936523
	Iteration 71Q: 3 clusters Score -3715198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3715197.750000 Penalty: 3426.936523
	Iteration 72Q: 3 clusters Score -3715198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3715183.500000 Penalty: 3426.936523
	Iteration 73Q: 3 clusters Score -3715184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3715181.500000 Penalty: 3426.936523
	Iteration 74Q: 3 clusters Score -3715182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3715178.250000 Penalty: 3426.936523
	Iteration 75Q: 3 clusters Score -3715178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3715172.250000 Penalty: 3426.936523
	Iteration 76Q: 3 clusters Score -3715172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3715171.250000 Penalty: 3426.936523
	Iteration 77Q: 3 clusters Score -3715171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3715177.500000 Penalty: 3426.936523
	Iteration 78Q: 3 clusters Score -3715178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3715177.000000 Penalty: 3426.936523
	Iteration 79Q: 3 clusters Score -3715177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3715164.250000 Penalty: 3426.936523
	Iteration 80F: 3 clusters Score -3715164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3715167.500000 Penalty: 3426.936523
	Iteration 81Q: 3 clusters Score -3715168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3715155.250000 Penalty: 3426.936523
	Iteration 82Q: 3 clusters Score -3715155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3715145.250000 Penalty: 3426.936523
	Iteration 83Q: 3 clusters Score -3715145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3715145.000000 Penalty: 3426.936523
	Iteration 84Q: 3 clusters Score -3715145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3715138.000000 Penalty: 3426.936523
	Iteration 85Q: 3 clusters Score -3715138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3715131.000000 Penalty: 3426.936523
	Iteration 86Q: 3 clusters Score -3715131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3715122.000000 Penalty: 3426.936523
	Iteration 87Q: 3 clusters Score -3715122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3715119.500000 Penalty: 3426.936523
	Iteration 88Q: 3 clusters Score -3715120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3715123.500000 Penalty: 3426.936523
	Iteration 89Q: 3 clusters Score -3715124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3715118.250000 Penalty: 3426.936523
	Iteration 90Q: 3 clusters Score -3715118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3715105.500000 Penalty: 3426.936523
	Iteration 91Q: 3 clusters Score -3715106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3715102.250000 Penalty: 3426.936523
	Iteration 92Q: 3 clusters Score -3715102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3715099.000000 Penalty: 3426.936523
	Iteration 93Q: 3 clusters Score -3715099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3715099.000000 Penalty: 3426.936523
	Iteration 94F: 3 clusters Score -3715099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Entering Unmasked Estep 
Score: -3328440.750000 Penalty: 1706.667847
	Iteration 0F: 2 clusters Score -3328441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3305304.000000 Penalty: 3413.335693
	Iteration 0F: 3 clusters Score -3305304 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3315052.750000 Penalty: 3413.335693
	Iteration 1F: 3 clusters Score -3315053 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3315859.500000 Penalty: 3413.335693
	Iteration 2F: 3 clusters Score -3315860 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3316784.750000 Penalty: 3413.335693
	Iteration 3F: 3 clusters Score -3316785 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3317990.500000 Penalty: 3413.335693
	Iteration 4F: 3 clusters Score -3317990 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3319345.750000 Penalty: 3413.335693
	Iteration 5F: 3 clusters Score -3319346 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3320883.000000 Penalty: 3413.335693
	Iteration 6F: 3 clusters Score -3320883 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3322713.500000 Penalty: 3413.335693
	Iteration 7F: 3 clusters Score -3322714 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3324596.000000 Penalty: 3413.335693
	Iteration 8F: 3 clusters Score -3324596 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3326194.000000 Penalty: 3413.335693
	Iteration 9Q: 3 clusters Score -3326194 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3327372.250000 Penalty: 3413.335693
	Iteration 10Q: 3 clusters Score -3327372 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -3328238.500000 Penalty: 3413.335693
	Iteration 11Q: 3 clusters Score -3328238 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -3328801.750000 Penalty: 3413.335693
	Iteration 12Q: 3 clusters Score -3328802 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -3329097.750000 Penalty: 3413.335693
	Iteration 13Q: 3 clusters Score -3329098 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3329251.500000 Penalty: 3413.335693
	Iteration 14Q: 3 clusters Score -3329252 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -3329300.000000 Penalty: 3413.335693
	Iteration 15Q: 3 clusters Score -3329300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -3329310.250000 Penalty: 3413.335693
	Iteration 16Q: 3 clusters Score -3329310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -3329303.750000 Penalty: 3413.335693
	Iteration 17Q: 3 clusters Score -3329304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -3329308.000000 Penalty: 3413.335693
	Iteration 18Q: 3 clusters Score -3329308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -3329305.250000 Penalty: 3413.335693
	Iteration 19Q: 3 clusters Score -3329305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -3329304.750000 Penalty: 3413.335693
	Iteration 20F: 3 clusters Score -3329305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -3329305.500000 Penalty: 3413.335693
	Iteration 21Q: 3 clusters Score -3329306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3329305.750000 Penalty: 3413.335693
	Iteration 22Q: 3 clusters Score -3329306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3329306.750000 Penalty: 3413.335693
	Iteration 23Q: 3 clusters Score -3329307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3329308.250000 Penalty: 3413.335693
	Iteration 24Q: 3 clusters Score -3329308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3329307.500000 Penalty: 3413.335693
	Iteration 25Q: 3 clusters Score -3329308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3329307.250000 Penalty: 3413.335693
	Iteration 26Q: 3 clusters Score -3329307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3329308.000000 Penalty: 3413.335693
	Iteration 27Q: 3 clusters Score -3329308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3329308.000000 Penalty: 3413.335693
	Iteration 28F: 3 clusters Score -3329308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 19873 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Entering Unmasked Estep 
Score: -49738400.000000 Penalty: 64378.132812
Splitting cluster 2 changes total score from -49737924.000000 to -49738400.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (56019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Entering Unmasked Estep 
Score: -5226309.500000 Penalty: 1776.684937
	Iteration 0F: 2 clusters Score -5226310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5201740.500000 Penalty: 3553.369873
	Iteration 0F: 3 clusters Score -5201740 nChanged 26364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5216684.000000 Penalty: 3553.369873
	Iteration 1F: 3 clusters Score -5216684 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -5217260.000000 Penalty: 3553.369873
	Iteration 2Q: 3 clusters Score -5217260 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5217967.500000 Penalty: 3553.369873
	Iteration 3Q: 3 clusters Score -5217968 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5218922.500000 Penalty: 3553.369873
	Iteration 4Q: 3 clusters Score -5218922 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5219723.500000 Penalty: 3553.369873
	Iteration 5F: 3 clusters Score -5219724 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -5220500.500000 Penalty: 3553.369873
	Iteration 6F: 3 clusters Score -5220500 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5221186.000000 Penalty: 3553.369873
	Iteration 7F: 3 clusters Score -5221186 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5221999.500000 Penalty: 3553.369873
	Iteration 8F: 3 clusters Score -5222000 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5222465.000000 Penalty: 3553.369873
	Iteration 9Q: 3 clusters Score -5222465 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5223038.500000 Penalty: 3553.369873
	Iteration 10Q: 3 clusters Score -5223038 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -5223406.500000 Penalty: 3553.369873
	Iteration 11Q: 3 clusters Score -5223406 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5223635.500000 Penalty: 3553.369873
	Iteration 12Q: 3 clusters Score -5223636 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5223776.000000 Penalty: 3553.369873
	Iteration 13Q: 3 clusters Score -5223776 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -5223927.000000 Penalty: 3553.369873
	Iteration 14Q: 3 clusters Score -5223927 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5223982.500000 Penalty: 3553.369873
	Iteration 15Q: 3 clusters Score -5223982 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -5224092.500000 Penalty: 3553.369873
	Iteration 16Q: 3 clusters Score -5224092 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5224211.500000 Penalty: 3553.369873
	Iteration 17Q: 3 clusters Score -5224212 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5224313.000000 Penalty: 3553.369873
	Iteration 18Q: 3 clusters Score -5224313 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5224389.500000 Penalty: 3553.369873
	Iteration 19Q: 3 clusters Score -5224390 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5224425.500000 Penalty: 3553.369873
	Iteration 20F: 3 clusters Score -5224426 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5224477.000000 Penalty: 3553.369873
	Iteration 21Q: 3 clusters Score -5224477 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5224508.000000 Penalty: 3553.369873
	Iteration 22Q: 3 clusters Score -5224508 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5224589.000000 Penalty: 3553.369873
	Iteration 23Q: 3 clusters Score -5224589 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5224668.500000 Penalty: 3553.369873
	Iteration 24Q: 3 clusters Score -5224668 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5224733.500000 Penalty: 3553.369873
	Iteration 25Q: 3 clusters Score -5224734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5224787.500000 Penalty: 3553.369873
	Iteration 26Q: 3 clusters Score -5224788 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5224854.500000 Penalty: 3553.369873
	Iteration 27Q: 3 clusters Score -5224854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5224904.500000 Penalty: 3553.369873
	Iteration 28Q: 3 clusters Score -5224904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5224934.000000 Penalty: 3553.369873
	Iteration 29Q: 3 clusters Score -5224934 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5224979.500000 Penalty: 3553.369873
	Iteration 30Q: 3 clusters Score -5224980 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5224987.000000 Penalty: 3553.369873
	Iteration 31Q: 3 clusters Score -5224987 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5225002.000000 Penalty: 3553.369873
	Iteration 32Q: 3 clusters Score -5225002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5225045.500000 Penalty: 3553.369873
	Iteration 33Q: 3 clusters Score -5225046 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5225073.500000 Penalty: 3553.369873
	Iteration 34Q: 3 clusters Score -5225074 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5225098.500000 Penalty: 3553.369873
	Iteration 35Q: 3 clusters Score -5225098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5225114.000000 Penalty: 3553.369873
	Iteration 36Q: 3 clusters Score -5225114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5225119.500000 Penalty: 3553.369873
	Iteration 37Q: 3 clusters Score -5225120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5225129.500000 Penalty: 3553.369873
	Iteration 38Q: 3 clusters Score -5225130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5225141.500000 Penalty: 3553.369873
	Iteration 39Q: 3 clusters Score -5225142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5225138.000000 Penalty: 3553.369873
	Iteration 40F: 3 clusters Score -5225138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5225130.000000 Penalty: 3553.369873
	Iteration 41Q: 3 clusters Score -5225130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5225143.000000 Penalty: 3553.369873
	Iteration 42Q: 3 clusters Score -5225143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5225142.500000 Penalty: 3553.369873
	Iteration 43Q: 3 clusters Score -5225142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5225153.000000 Penalty: 3553.369873
	Iteration 44Q: 3 clusters Score -5225153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5225158.000000 Penalty: 3553.369873
	Iteration 45Q: 3 clusters Score -5225158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5225168.500000 Penalty: 3553.369873
	Iteration 46Q: 3 clusters Score -5225168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5225176.500000 Penalty: 3553.369873
	Iteration 47Q: 3 clusters Score -5225176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5225182.500000 Penalty: 3553.369873
	Iteration 48Q: 3 clusters Score -5225182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5225185.000000 Penalty: 3553.369873
	Iteration 49Q: 3 clusters Score -5225185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5225184.500000 Penalty: 3553.369873
	Iteration 50Q: 3 clusters Score -5225184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5225183.500000 Penalty: 3553.369873
	Iteration 51Q: 3 clusters Score -5225184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5225183.500000 Penalty: 3553.369873
	Iteration 52Q: 3 clusters Score -5225184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5225188.000000 Penalty: 3553.369873
	Iteration 53Q: 3 clusters Score -5225188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5225179.000000 Penalty: 3553.369873
	Iteration 54Q: 3 clusters Score -5225179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5225182.000000 Penalty: 3553.369873
	Iteration 55Q: 3 clusters Score -5225182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5225188.500000 Penalty: 3553.369873
	Iteration 56Q: 3 clusters Score -5225188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5225190.500000 Penalty: 3553.369873
	Iteration 57Q: 3 clusters Score -5225190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5225192.000000 Penalty: 3553.369873
	Iteration 58Q: 3 clusters Score -5225192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5225193.500000 Penalty: 3553.369873
	Iteration 59Q: 3 clusters Score -5225194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5225194.500000 Penalty: 3553.369873
	Iteration 60F: 3 clusters Score -5225194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5225193.000000 Penalty: 3553.369873
	Iteration 61Q: 3 clusters Score -5225193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5225191.000000 Penalty: 3553.369873
	Iteration 62Q: 3 clusters Score -5225191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5225190.500000 Penalty: 3553.369873
	Iteration 63Q: 3 clusters Score -5225190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5225189.000000 Penalty: 3553.369873
	Iteration 64Q: 3 clusters Score -5225189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5225195.500000 Penalty: 3553.369873
	Iteration 65Q: 3 clusters Score -5225196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5225189.000000 Penalty: 3553.369873
	Iteration 66Q: 3 clusters Score -5225189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5225189.000000 Penalty: 3553.369873
	Iteration 67F: 3 clusters Score -5225189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Entering Unmasked Estep 
Score: -4040333.000000 Penalty: 1732.635986
	Iteration 0F: 2 clusters Score -4040333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4015570.500000 Penalty: 3465.271973
	Iteration 0F: 3 clusters Score -4015570 nChanged 19965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4026762.750000 Penalty: 3465.271973
	Iteration 1F: 3 clusters Score -4026763 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4027177.750000 Penalty: 3465.271973
	Iteration 2Q: 3 clusters Score -4027178 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4027587.500000 Penalty: 3465.271973
	Iteration 3Q: 3 clusters Score -4027588 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4028065.500000 Penalty: 3465.271973
	Iteration 4Q: 3 clusters Score -4028066 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4028767.500000 Penalty: 3465.271973
	Iteration 5Q: 3 clusters Score -4028768 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4029948.000000 Penalty: 3465.271973
	Iteration 6F: 3 clusters Score -4029948 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -4031743.000000 Penalty: 3465.271973
	Iteration 7F: 3 clusters Score -4031743 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -4034254.000000 Penalty: 3465.271973
	Iteration 8F: 3 clusters Score -4034254 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4036443.750000 Penalty: 3465.271973
	Iteration 9F: 3 clusters Score -4036444 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4037379.500000 Penalty: 3465.271973
	Iteration 10F: 3 clusters Score -4037380 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4037914.500000 Penalty: 3465.271973
	Iteration 11Q: 3 clusters Score -4037914 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4038285.000000 Penalty: 3465.271973
	Iteration 12Q: 3 clusters Score -4038285 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4038514.750000 Penalty: 3465.271973
	Iteration 13Q: 3 clusters Score -4038515 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4038629.250000 Penalty: 3465.271973
	Iteration 14Q: 3 clusters Score -4038629 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4038725.000000 Penalty: 3465.271973
	Iteration 15Q: 3 clusters Score -4038725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4038786.500000 Penalty: 3465.271973
	Iteration 16Q: 3 clusters Score -4038786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4038825.500000 Penalty: 3465.271973
	Iteration 17Q: 3 clusters Score -4038826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4038830.250000 Penalty: 3465.271973
	Iteration 18Q: 3 clusters Score -4038830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4038845.000000 Penalty: 3465.271973
	Iteration 19Q: 3 clusters Score -4038845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4038847.000000 Penalty: 3465.271973
	Iteration 20F: 3 clusters Score -4038847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4038867.250000 Penalty: 3465.271973
	Iteration 21Q: 3 clusters Score -4038867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4038882.000000 Penalty: 3465.271973
	Iteration 22Q: 3 clusters Score -4038882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4038883.000000 Penalty: 3465.271973
	Iteration 23Q: 3 clusters Score -4038883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4038881.500000 Penalty: 3465.271973
	Iteration 24Q: 3 clusters Score -4038882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4038893.000000 Penalty: 3465.271973
	Iteration 25Q: 3 clusters Score -4038893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4038890.250000 Penalty: 3465.271973
	Iteration 26Q: 3 clusters Score -4038890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4038885.000000 Penalty: 3465.271973
	Iteration 27Q: 3 clusters Score -4038885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4038888.500000 Penalty: 3465.271973
	Iteration 28Q: 3 clusters Score -4038888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4038896.250000 Penalty: 3465.271973
	Iteration 29Q: 3 clusters Score -4038896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4038895.750000 Penalty: 3465.271973
	Iteration 30Q: 3 clusters Score -4038896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4038898.000000 Penalty: 3465.271973
	Iteration 31Q: 3 clusters Score -4038898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4038900.500000 Penalty: 3465.271973
	Iteration 32Q: 3 clusters Score -4038900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4038900.500000 Penalty: 3465.271973
	Iteration 33F: 3 clusters Score -4038900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -536108.812500 Penalty: 1413.671143
	Iteration 0F: 2 clusters Score -536108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -531569.187500 Penalty: 2827.342285
	Iteration 0F: 3 clusters Score -531569.2 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -533050.125000 Penalty: 2827.342285
	Iteration 1F: 3 clusters Score -533050.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -533369.062500 Penalty: 2827.342285
	Iteration 2F: 3 clusters Score -533369.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -533743.125000 Penalty: 2827.342285
	Iteration 3F: 3 clusters Score -533743.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -534283.000000 Penalty: 2827.342285
	Iteration 4F: 3 clusters Score -534283 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -534883.500000 Penalty: 2827.342285
	Iteration 5F: 3 clusters Score -534883.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -535386.812500 Penalty: 2827.342285
	Iteration 6F: 3 clusters Score -535386.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -535669.500000 Penalty: 2827.342285
	Iteration 7F: 3 clusters Score -535669.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -535833.312500 Penalty: 2827.342285
	Iteration 8Q: 3 clusters Score -535833.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -535951.812500 Penalty: 2827.342285
	Iteration 9Q: 3 clusters Score -535951.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -536076.187500 Penalty: 2827.342285
	Iteration 10Q: 3 clusters Score -536076.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -536223.937500 Penalty: 2827.342285
	Iteration 11Q: 3 clusters Score -536223.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -536343.687500 Penalty: 2827.342285
	Iteration 12Q: 3 clusters Score -536343.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -536426.062500 Penalty: 2827.342285
	Iteration 13Q: 3 clusters Score -536426.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -536480.500000 Penalty: 2827.342285
	Iteration 14Q: 3 clusters Score -536480.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -536513.750000 Penalty: 2827.342285
	Iteration 15Q: 3 clusters Score -536513.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -536539.875000 Penalty: 2827.342285
	Iteration 16Q: 3 clusters Score -536539.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -536553.312500 Penalty: 2827.342285
	Iteration 17Q: 3 clusters Score -536553.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -536568.812500 Penalty: 2827.342285
	Iteration 18Q: 3 clusters Score -536568.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -536597.875000 Penalty: 2827.342285
	Iteration 19Q: 3 clusters Score -536597.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -536636.437500 Penalty: 2827.342285
	Iteration 20F: 3 clusters Score -536636.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -536676.812500 Penalty: 2827.342285
	Iteration 21Q: 3 clusters Score -536676.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -536708.187500 Penalty: 2827.342285
	Iteration 22Q: 3 clusters Score -536708.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -536761.500000 Penalty: 2827.342285
	Iteration 23Q: 3 clusters Score -536761.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -536830.375000 Penalty: 2827.342285
	Iteration 24Q: 3 clusters Score -536830.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -536915.062500 Penalty: 2827.342285
	Iteration 25Q: 3 clusters Score -536915.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -537003.312500 Penalty: 2827.342285
	Iteration 26Q: 3 clusters Score -537003.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -537055.250000 Penalty: 2827.342285
	Iteration 27Q: 3 clusters Score -537055.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -537084.875000 Penalty: 2827.342285
	Iteration 28Q: 3 clusters Score -537084.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -537097.125000 Penalty: 2827.342285
	Iteration 29Q: 3 clusters Score -537097.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -537103.500000 Penalty: 2827.342285
	Iteration 30Q: 3 clusters Score -537103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -537107.000000 Penalty: 2827.342285
	Iteration 31Q: 3 clusters Score -537107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -537108.687500 Penalty: 2827.342285
	Iteration 32Q: 3 clusters Score -537108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -537110.750000 Penalty: 2827.342285
	Iteration 33Q: 3 clusters Score -537110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -537110.562500 Penalty: 2827.342285
	Iteration 34Q: 3 clusters Score -537110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -537111.500000 Penalty: 2827.342285
	Iteration 35Q: 3 clusters Score -537111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -537111.500000 Penalty: 2827.342285
	Iteration 36Q: 3 clusters Score -537111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -537111.875000 Penalty: 2827.342285
	Iteration 37Q: 3 clusters Score -537111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -537112.125000 Penalty: 2827.342285
	Iteration 38Q: 3 clusters Score -537112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -537112.187500 Penalty: 2827.342285
	Iteration 39Q: 3 clusters Score -537112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -537112.250000 Penalty: 2827.342285
	Iteration 40F: 3 clusters Score -537112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -537111.375000 Penalty: 2827.342285
	Iteration 41Q: 3 clusters Score -537111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -537111.500000 Penalty: 2827.342285
	Iteration 42Q: 3 clusters Score -537111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -537111.500000 Penalty: 2827.342285
	Iteration 43Q: 3 clusters Score -537111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -537111.500000 Penalty: 2827.342285
	Iteration 44F: 3 clusters Score -537111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 19873 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Entering Unmasked Estep 
Score: -49738632.000000 Penalty: 66524.070312
Splitting cluster 5 changes total score from -49737924.000000 to -49738632.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 6 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -263261.218750 Penalty: 1318.139648
	Iteration 0F: 2 clusters Score -263261.2 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 1654 members 
Entering Unmasked Estep 
Score: -260342.140625 Penalty: 2636.279297
	Iteration 0F: 3 clusters Score -260342.1 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -261334.843750 Penalty: 2636.279297
	Iteration 1F: 3 clusters Score -261334.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -261814.468750 Penalty: 2636.279297
	Iteration 2F: 3 clusters Score -261814.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -262200.250000 Penalty: 2636.279297
	Iteration 3F: 3 clusters Score -262200.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262599.375000 Penalty: 2636.279297
	Iteration 4F: 3 clusters Score -262599.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -262935.156250 Penalty: 2636.279297
	Iteration 5F: 3 clusters Score -262935.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -263170.281250 Penalty: 2636.279297
	Iteration 6F: 3 clusters Score -263170.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263339.500000 Penalty: 2636.279297
	Iteration 7Q: 3 clusters Score -263339.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -263472.093750 Penalty: 2636.279297
	Iteration 8Q: 3 clusters Score -263472.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -263557.937500 Penalty: 2636.279297
	Iteration 9Q: 3 clusters Score -263557.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -263607.781250 Penalty: 2636.279297
	Iteration 10Q: 3 clusters Score -263607.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -263640.093750 Penalty: 2636.279297
	Iteration 11Q: 3 clusters Score -263640.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -263682.312500 Penalty: 2636.279297
	Iteration 12Q: 3 clusters Score -263682.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -263736.750000 Penalty: 2636.279297
	Iteration 13Q: 3 clusters Score -263736.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -263790.218750 Penalty: 2636.279297
	Iteration 14Q: 3 clusters Score -263790.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -263820.718750 Penalty: 2636.279297
	Iteration 15Q: 3 clusters Score -263820.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263833.250000 Penalty: 2636.279297
	Iteration 16Q: 3 clusters Score -263833.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263838.531250 Penalty: 2636.279297
	Iteration 17Q: 3 clusters Score -263838.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -263841.843750 Penalty: 2636.279297
	Iteration 18Q: 3 clusters Score -263841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -263845.437500 Penalty: 2636.279297
	Iteration 19Q: 3 clusters Score -263845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -263848.031250 Penalty: 2636.279297
	Iteration 20F: 3 clusters Score -263848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -263848.562500 Penalty: 2636.279297
	Iteration 21Q: 3 clusters Score -263848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -263849.093750 Penalty: 2636.279297
	Iteration 22Q: 3 clusters Score -263849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -263849.000000 Penalty: 2636.279297
	Iteration 23Q: 3 clusters Score -263849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -263849.468750 Penalty: 2636.279297
	Iteration 24Q: 3 clusters Score -263849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -263849.468750 Penalty: 2636.279297
	Iteration 25F: 3 clusters Score -263849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 19873 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Entering Unmasked Estep 
Score: -49738540.000000 Penalty: 68670.007812
Splitting cluster 6 changes total score from -49737924.000000 to -49738540.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 7 (45823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Entering Unmasked Estep 
Score: -4505526.500000 Penalty: 1744.037964
	Iteration 0F: 2 clusters Score -4505526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4485804.000000 Penalty: 3488.075928
	Iteration 0F: 3 clusters Score -4485804 nChanged 21400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -4498035.500000 Penalty: 3488.075928
	Iteration 1F: 3 clusters Score -4498036 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -4498465.000000 Penalty: 3488.075928
	Iteration 2Q: 3 clusters Score -4498465 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4498908.000000 Penalty: 3488.075928
	Iteration 3Q: 3 clusters Score -4498908 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4499486.500000 Penalty: 3488.075928
	Iteration 4Q: 3 clusters Score -4499486 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4500268.000000 Penalty: 3488.075928
	Iteration 5Q: 3 clusters Score -4500268 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4501422.000000 Penalty: 3488.075928
	Iteration 6F: 3 clusters Score -4501422 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4502989.500000 Penalty: 3488.075928
	Iteration 7F: 3 clusters Score -4502990 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4504277.500000 Penalty: 3488.075928
	Iteration 8F: 3 clusters Score -4504278 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4504956.000000 Penalty: 3488.075928
	Iteration 9Q: 3 clusters Score -4504956 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4505167.000000 Penalty: 3488.075928
	Iteration 10Q: 3 clusters Score -4505167 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4505223.500000 Penalty: 3488.075928
	Iteration 11Q: 3 clusters Score -4505224 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4505284.500000 Penalty: 3488.075928
	Iteration 12Q: 3 clusters Score -4505284 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -4505364.500000 Penalty: 3488.075928
	Iteration 13Q: 3 clusters Score -4505364 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -4505438.000000 Penalty: 3488.075928
	Iteration 14Q: 3 clusters Score -4505438 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4505505.000000 Penalty: 3488.075928
	Iteration 15Q: 3 clusters Score -4505505 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4505564.000000 Penalty: 3488.075928
	Iteration 16Q: 3 clusters Score -4505564 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4505648.500000 Penalty: 3488.075928
	Iteration 17Q: 3 clusters Score -4505648 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4505730.500000 Penalty: 3488.075928
	Iteration 18Q: 3 clusters Score -4505730 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4505801.500000 Penalty: 3488.075928
	Iteration 19Q: 3 clusters Score -4505802 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4505862.000000 Penalty: 3488.075928
	Iteration 20F: 3 clusters Score -4505862 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4505930.000000 Penalty: 3488.075928
	Iteration 21Q: 3 clusters Score -4505930 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4505969.500000 Penalty: 3488.075928
	Iteration 22Q: 3 clusters Score -4505970 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4506007.000000 Penalty: 3488.075928
	Iteration 23Q: 3 clusters Score -4506007 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4506040.000000 Penalty: 3488.075928
	Iteration 24Q: 3 clusters Score -4506040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -4506088.000000 Penalty: 3488.075928
	Iteration 25Q: 3 clusters Score -4506088 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4506120.000000 Penalty: 3488.075928
	Iteration 26Q: 3 clusters Score -4506120 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4506138.000000 Penalty: 3488.075928
	Iteration 27Q: 3 clusters Score -4506138 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4506163.500000 Penalty: 3488.075928
	Iteration 28Q: 3 clusters Score -4506164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4506206.000000 Penalty: 3488.075928
	Iteration 29Q: 3 clusters Score -4506206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4506215.000000 Penalty: 3488.075928
	Iteration 30Q: 3 clusters Score -4506215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4506245.500000 Penalty: 3488.075928
	Iteration 31Q: 3 clusters Score -4506246 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -4506268.500000 Penalty: 3488.075928
	Iteration 32Q: 3 clusters Score -4506268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -4506275.000000 Penalty: 3488.075928
	Iteration 33Q: 3 clusters Score -4506275 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -4506294.500000 Penalty: 3488.075928
	Iteration 34Q: 3 clusters Score -4506294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -4506308.500000 Penalty: 3488.075928
	Iteration 35Q: 3 clusters Score -4506308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -4506332.000000 Penalty: 3488.075928
	Iteration 36Q: 3 clusters Score -4506332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4506336.000000 Penalty: 3488.075928
	Iteration 37Q: 3 clusters Score -4506336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4506346.000000 Penalty: 3488.075928
	Iteration 38Q: 3 clusters Score -4506346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4506343.500000 Penalty: 3488.075928
	Iteration 39Q: 3 clusters Score -4506344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4506348.500000 Penalty: 3488.075928
	Iteration 40F: 3 clusters Score -4506348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -4506358.500000 Penalty: 3488.075928
	Iteration 41Q: 3 clusters Score -4506358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4506369.000000 Penalty: 3488.075928
	Iteration 42Q: 3 clusters Score -4506369 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4506365.500000 Penalty: 3488.075928
	Iteration 43Q: 3 clusters Score -4506366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4506376.500000 Penalty: 3488.075928
	Iteration 44Q: 3 clusters Score -4506376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4506370.000000 Penalty: 3488.075928
	Iteration 45Q: 3 clusters Score -4506370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -4506378.000000 Penalty: 3488.075928
	Iteration 46Q: 3 clusters Score -4506378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4506393.500000 Penalty: 3488.075928
	Iteration 47Q: 3 clusters Score -4506394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4506404.000000 Penalty: 3488.075928
	Iteration 48Q: 3 clusters Score -4506404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4506415.000000 Penalty: 3488.075928
	Iteration 49Q: 3 clusters Score -4506415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4506424.500000 Penalty: 3488.075928
	Iteration 50Q: 3 clusters Score -4506424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -4506425.000000 Penalty: 3488.075928
	Iteration 51Q: 3 clusters Score -4506425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4506427.500000 Penalty: 3488.075928
	Iteration 52Q: 3 clusters Score -4506428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4506431.000000 Penalty: 3488.075928
	Iteration 53Q: 3 clusters Score -4506431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4506431.500000 Penalty: 3488.075928
	Iteration 54Q: 3 clusters Score -4506432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4506438.500000 Penalty: 3488.075928
	Iteration 55Q: 3 clusters Score -4506438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4506445.500000 Penalty: 3488.075928
	Iteration 56Q: 3 clusters Score -4506446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -4506444.000000 Penalty: 3488.075928
	Iteration 57Q: 3 clusters Score -4506444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4506443.500000 Penalty: 3488.075928
	Iteration 58Q: 3 clusters Score -4506444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4506441.500000 Penalty: 3488.075928
	Iteration 59Q: 3 clusters Score -4506442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -4506451.500000 Penalty: 3488.075928
	Iteration 60F: 3 clusters Score -4506452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4506454.000000 Penalty: 3488.075928
	Iteration 61Q: 3 clusters Score -4506454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4506471.500000 Penalty: 3488.075928
	Iteration 62Q: 3 clusters Score -4506472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4506470.000000 Penalty: 3488.075928
	Iteration 63Q: 3 clusters Score -4506470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4506474.000000 Penalty: 3488.075928
	Iteration 64Q: 3 clusters Score -4506474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4506481.500000 Penalty: 3488.075928
	Iteration 65Q: 3 clusters Score -4506482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4506490.000000 Penalty: 3488.075928
	Iteration 66Q: 3 clusters Score -4506490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -4506491.000000 Penalty: 3488.075928
	Iteration 67Q: 3 clusters Score -4506491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4506505.000000 Penalty: 3488.075928
	Iteration 68Q: 3 clusters Score -4506505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4506503.000000 Penalty: 3488.075928
	Iteration 69Q: 3 clusters Score -4506503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -4506505.000000 Penalty: 3488.075928
	Iteration 70Q: 3 clusters Score -4506505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -4506501.000000 Penalty: 3488.075928
	Iteration 71Q: 3 clusters Score -4506501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -4506492.000000 Penalty: 3488.075928
	Iteration 72Q: 3 clusters Score -4506492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4506498.500000 Penalty: 3488.075928
	Iteration 73Q: 3 clusters Score -4506498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4506497.000000 Penalty: 3488.075928
	Iteration 74Q: 3 clusters Score -4506497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4506496.500000 Penalty: 3488.075928
	Iteration 75Q: 3 clusters Score -4506496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -4506493.500000 Penalty: 3488.075928
	Iteration 76Q: 3 clusters Score -4506494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4506492.000000 Penalty: 3488.075928
	Iteration 77Q: 3 clusters Score -4506492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4506485.000000 Penalty: 3488.075928
	Iteration 78Q: 3 clusters Score -4506485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4506490.000000 Penalty: 3488.075928
	Iteration 79Q: 3 clusters Score -4506490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4506503.500000 Penalty: 3488.075928
	Iteration 80F: 3 clusters Score -4506504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4506498.000000 Penalty: 3488.075928
	Iteration 81Q: 3 clusters Score -4506498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4506504.500000 Penalty: 3488.075928
	Iteration 82Q: 3 clusters Score -4506504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -4506506.000000 Penalty: 3488.075928
	Iteration 83Q: 3 clusters Score -4506506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4506516.000000 Penalty: 3488.075928
	Iteration 84Q: 3 clusters Score -4506516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4506516.000000 Penalty: 3488.075928
	Iteration 85Q: 3 clusters Score -4506516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -4506522.500000 Penalty: 3488.075928
	Iteration 86Q: 3 clusters Score -4506522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4506530.000000 Penalty: 3488.075928
	Iteration 87Q: 3 clusters Score -4506530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4506540.000000 Penalty: 3488.075928
	Iteration 88Q: 3 clusters Score -4506540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4506553.500000 Penalty: 3488.075928
	Iteration 89Q: 3 clusters Score -4506554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4506553.000000 Penalty: 3488.075928
	Iteration 90Q: 3 clusters Score -4506553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4506565.000000 Penalty: 3488.075928
	Iteration 91Q: 3 clusters Score -4506565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -4506582.000000 Penalty: 3488.075928
	Iteration 92Q: 3 clusters Score -4506582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -4506583.000000 Penalty: 3488.075928
	Iteration 93Q: 3 clusters Score -4506583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4506589.000000 Penalty: 3488.075928
	Iteration 94Q: 3 clusters Score -4506589 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4506583.000000 Penalty: 3488.075928
	Iteration 95Q: 3 clusters Score -4506583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4506591.000000 Penalty: 3488.075928
	Iteration 96Q: 3 clusters Score -4506591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -4506617.500000 Penalty: 3488.075928
	Iteration 97Q: 3 clusters Score -4506618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4506628.000000 Penalty: 3488.075928
	Iteration 98Q: 3 clusters Score -4506628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -4506625.500000 Penalty: 3488.075928
	Iteration 99Q: 3 clusters Score -4506626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4506634.000000 Penalty: 3488.075928
	Iteration 100F: 3 clusters Score -4506634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4506655.500000 Penalty: 3488.075928
	Iteration 101Q: 3 clusters Score -4506656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4506673.000000 Penalty: 3488.075928
	Iteration 102Q: 3 clusters Score -4506673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -4506687.500000 Penalty: 3488.075928
	Iteration 103Q: 3 clusters Score -4506688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4506694.500000 Penalty: 3488.075928
	Iteration 104Q: 3 clusters Score -4506694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -4506705.000000 Penalty: 3488.075928
	Iteration 105Q: 3 clusters Score -4506705 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4506697.500000 Penalty: 3488.075928
	Iteration 106Q: 3 clusters Score -4506698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4506702.500000 Penalty: 3488.075928
	Iteration 107Q: 3 clusters Score -4506702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4506717.500000 Penalty: 3488.075928
	Iteration 108Q: 3 clusters Score -4506718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4506725.500000 Penalty: 3488.075928
	Iteration 109Q: 3 clusters Score -4506726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4506738.500000 Penalty: 3488.075928
	Iteration 110Q: 3 clusters Score -4506738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4506735.500000 Penalty: 3488.075928
	Iteration 111Q: 3 clusters Score -4506736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4506745.500000 Penalty: 3488.075928
	Iteration 112Q: 3 clusters Score -4506746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4506755.000000 Penalty: 3488.075928
	Iteration 113Q: 3 clusters Score -4506755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -4506771.500000 Penalty: 3488.075928
	Iteration 114Q: 3 clusters Score -4506772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4506777.500000 Penalty: 3488.075928
	Iteration 115Q: 3 clusters Score -4506778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4506765.000000 Penalty: 3488.075928
	Iteration 116Q: 3 clusters Score -4506765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -4506785.000000 Penalty: 3488.075928
	Iteration 117Q: 3 clusters Score -4506785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4506776.500000 Penalty: 3488.075928
	Iteration 118Q: 3 clusters Score -4506776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -4506775.500000 Penalty: 3488.075928
	Iteration 119Q: 3 clusters Score -4506776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4506792.000000 Penalty: 3488.075928
	Iteration 120F: 3 clusters Score -4506792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -4506791.000000 Penalty: 3488.075928
	Iteration 121Q: 3 clusters Score -4506791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -4506794.000000 Penalty: 3488.075928
	Iteration 122Q: 3 clusters Score -4506794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -4506800.500000 Penalty: 3488.075928
	Iteration 123Q: 3 clusters Score -4506800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4506819.500000 Penalty: 3488.075928
	Iteration 124Q: 3 clusters Score -4506820 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4506819.000000 Penalty: 3488.075928
	Iteration 125Q: 3 clusters Score -4506819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4506823.500000 Penalty: 3488.075928
	Iteration 126Q: 3 clusters Score -4506824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -4506850.000000 Penalty: 3488.075928
	Iteration 127Q: 3 clusters Score -4506850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -4506868.000000 Penalty: 3488.075928
	Iteration 128Q: 3 clusters Score -4506868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4506898.000000 Penalty: 3488.075928
	Iteration 129Q: 3 clusters Score -4506898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -4506906.000000 Penalty: 3488.075928
	Iteration 130Q: 3 clusters Score -4506906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4506915.500000 Penalty: 3488.075928
	Iteration 131Q: 3 clusters Score -4506916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4506931.000000 Penalty: 3488.075928
	Iteration 132Q: 3 clusters Score -4506931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4506936.000000 Penalty: 3488.075928
	Iteration 133Q: 3 clusters Score -4506936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -4506949.000000 Penalty: 3488.075928
	Iteration 134Q: 3 clusters Score -4506949 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -4506953.000000 Penalty: 3488.075928
	Iteration 135Q: 3 clusters Score -4506953 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4506964.500000 Penalty: 3488.075928
	Iteration 136Q: 3 clusters Score -4506964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -4506970.500000 Penalty: 3488.075928
	Iteration 137Q: 3 clusters Score -4506970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -4506984.500000 Penalty: 3488.075928
	Iteration 138Q: 3 clusters Score -4506984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -4506999.000000 Penalty: 3488.075928
	Iteration 139Q: 3 clusters Score -4506999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4507000.500000 Penalty: 3488.075928
	Iteration 140F: 3 clusters Score -4507000 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4507026.500000 Penalty: 3488.075928
	Iteration 141Q: 3 clusters Score -4507026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4507028.500000 Penalty: 3488.075928
	Iteration 142Q: 3 clusters Score -4507028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4507041.500000 Penalty: 3488.075928
	Iteration 143Q: 3 clusters Score -4507042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4507048.000000 Penalty: 3488.075928
	Iteration 144Q: 3 clusters Score -4507048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -4507055.500000 Penalty: 3488.075928
	Iteration 145Q: 3 clusters Score -4507056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -4507075.500000 Penalty: 3488.075928
	Iteration 146Q: 3 clusters Score -4507076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -4507082.000000 Penalty: 3488.075928
	Iteration 147Q: 3 clusters Score -4507082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4507095.000000 Penalty: 3488.075928
	Iteration 148Q: 3 clusters Score -4507095 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4507097.000000 Penalty: 3488.075928
	Iteration 149Q: 3 clusters Score -4507097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4507111.000000 Penalty: 3488.075928
	Iteration 150Q: 3 clusters Score -4507111 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -4507113.000000 Penalty: 3488.075928
	Iteration 151Q: 3 clusters Score -4507113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -4507119.500000 Penalty: 3488.075928
	Iteration 152Q: 3 clusters Score -4507120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4507140.000000 Penalty: 3488.075928
	Iteration 153Q: 3 clusters Score -4507140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4507167.500000 Penalty: 3488.075928
	Iteration 154Q: 3 clusters Score -4507168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -4507183.000000 Penalty: 3488.075928
	Iteration 155Q: 3 clusters Score -4507183 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -4507195.500000 Penalty: 3488.075928
	Iteration 156Q: 3 clusters Score -4507196 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4507216.000000 Penalty: 3488.075928
	Iteration 157Q: 3 clusters Score -4507216 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4507234.000000 Penalty: 3488.075928
	Iteration 158Q: 3 clusters Score -4507234 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -4507262.000000 Penalty: 3488.075928
	Iteration 159Q: 3 clusters Score -4507262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -4507276.000000 Penalty: 3488.075928
	Iteration 160F: 3 clusters Score -4507276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4507307.500000 Penalty: 3488.075928
	Iteration 161Q: 3 clusters Score -4507308 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -4507331.000000 Penalty: 3488.075928
	Iteration 162Q: 3 clusters Score -4507331 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4507351.000000 Penalty: 3488.075928
	Iteration 163Q: 3 clusters Score -4507351 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4507369.500000 Penalty: 3488.075928
	Iteration 164Q: 3 clusters Score -4507370 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4507415.500000 Penalty: 3488.075928
	Iteration 165Q: 3 clusters Score -4507416 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -4507447.000000 Penalty: 3488.075928
	Iteration 166Q: 3 clusters Score -4507447 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4507486.000000 Penalty: 3488.075928
	Iteration 167Q: 3 clusters Score -4507486 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4507551.500000 Penalty: 3488.075928
	Iteration 168Q: 3 clusters Score -4507552 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4507593.500000 Penalty: 3488.075928
	Iteration 169Q: 3 clusters Score -4507594 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4507639.500000 Penalty: 3488.075928
	Iteration 170Q: 3 clusters Score -4507640 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4507704.000000 Penalty: 3488.075928
	Iteration 171Q: 3 clusters Score -4507704 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4507726.000000 Penalty: 3488.075928
	Iteration 172Q: 3 clusters Score -4507726 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4507800.000000 Penalty: 3488.075928
	Iteration 173Q: 3 clusters Score -4507800 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4507866.000000 Penalty: 3488.075928
	Iteration 174Q: 3 clusters Score -4507866 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -4507961.500000 Penalty: 3488.075928
	Iteration 175Q: 3 clusters Score -4507962 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4508014.000000 Penalty: 3488.075928
	Iteration 176Q: 3 clusters Score -4508014 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4508078.000000 Penalty: 3488.075928
	Iteration 177Q: 3 clusters Score -4508078 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -4508213.500000 Penalty: 3488.075928
	Iteration 178Q: 3 clusters Score -4508214 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4508323.500000 Penalty: 3488.075928
	Iteration 179Q: 3 clusters Score -4508324 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4508488.000000 Penalty: 3488.075928
	Iteration 180F: 3 clusters Score -4508488 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4508683.000000 Penalty: 3488.075928
	Iteration 181Q: 3 clusters Score -4508683 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4508791.500000 Penalty: 3488.075928
	Iteration 182Q: 3 clusters Score -4508792 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4508758.500000 Penalty: 3488.075928
	Iteration 183Q: 3 clusters Score -4508758 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4508626.000000 Penalty: 3488.075928
	Iteration 184Q: 3 clusters Score -4508626 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4508236.000000 Penalty: 3488.075928
	Iteration 185Q: 3 clusters Score -4508236 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4507837.500000 Penalty: 3488.075928
	Iteration 186Q: 3 clusters Score -4507838 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -4507371.000000 Penalty: 3488.075928
	Iteration 187Q: 3 clusters Score -4507371 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -4506879.500000 Penalty: 3488.075928
	Iteration 188Q: 3 clusters Score -4506880 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -4506487.500000 Penalty: 3488.075928
	Iteration 189Q: 3 clusters Score -4506488 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -4506169.000000 Penalty: 3488.075928
	Iteration 190Q: 3 clusters Score -4506169 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4506011.500000 Penalty: 3488.075928
	Iteration 191Q: 3 clusters Score -4506012 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -4505763.500000 Penalty: 3488.075928
	Iteration 192Q: 3 clusters Score -4505764 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -4505546.500000 Penalty: 3488.075928
	Iteration 193Q: 3 clusters Score -4505546 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -4505411.000000 Penalty: 3488.075928
	Iteration 194Q: 3 clusters Score -4505411 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -4505268.500000 Penalty: 3488.075928
	Iteration 195Q: 3 clusters Score -4505268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -4505126.000000 Penalty: 3488.075928
	Iteration 196Q: 3 clusters Score -4505126 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -4505051.500000 Penalty: 3488.075928
	Iteration 197Q: 3 clusters Score -4505052 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -4504921.000000 Penalty: 3488.075928
	Iteration 198Q: 3 clusters Score -4504921 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -4504811.000000 Penalty: 3488.075928
	Iteration 199Q: 3 clusters Score -4504811 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -4504686.000000 Penalty: 3488.075928
	Iteration 200F: 3 clusters Score -4504686 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -4504666.500000 Penalty: 3488.075928
	Iteration 201Q: 3 clusters Score -4504666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -4504571.000000 Penalty: 3488.075928
	Iteration 202Q: 3 clusters Score -4504571 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -4504456.500000 Penalty: 3488.075928
	Iteration 203Q: 3 clusters Score -4504456 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -4504378.500000 Penalty: 3488.075928
	Iteration 204Q: 3 clusters Score -4504378 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -4504362.500000 Penalty: 3488.075928
	Iteration 205Q: 3 clusters Score -4504362 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -4504317.000000 Penalty: 3488.075928
	Iteration 206Q: 3 clusters Score -4504317 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -4504249.000000 Penalty: 3488.075928
	Iteration 207Q: 3 clusters Score -4504249 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -4504229.500000 Penalty: 3488.075928
	Iteration 208Q: 3 clusters Score -4504230 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -4504232.500000 Penalty: 3488.075928
	Iteration 209Q: 3 clusters Score -4504232 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -4504245.000000 Penalty: 3488.075928
	Iteration 210Q: 3 clusters Score -4504245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -4504216.500000 Penalty: 3488.075928
	Iteration 211Q: 3 clusters Score -4504216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -4504230.500000 Penalty: 3488.075928
	Iteration 212Q: 3 clusters Score -4504230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -4504220.500000 Penalty: 3488.075928
	Iteration 213Q: 3 clusters Score -4504220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -4504241.500000 Penalty: 3488.075928
	Iteration 214Q: 3 clusters Score -4504242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -4504223.500000 Penalty: 3488.075928
	Iteration 215Q: 3 clusters Score -4504224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -4504226.500000 Penalty: 3488.075928
	Iteration 216Q: 3 clusters Score -4504226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -4504231.500000 Penalty: 3488.075928
	Iteration 217Q: 3 clusters Score -4504232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -4504233.000000 Penalty: 3488.075928
	Iteration 218Q: 3 clusters Score -4504233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -4504228.500000 Penalty: 3488.075928
	Iteration 219Q: 3 clusters Score -4504228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -4504235.500000 Penalty: 3488.075928
	Iteration 220F: 3 clusters Score -4504236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -4504234.000000 Penalty: 3488.075928
	Iteration 221Q: 3 clusters Score -4504234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -4504233.500000 Penalty: 3488.075928
	Iteration 222Q: 3 clusters Score -4504234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -4504234.000000 Penalty: 3488.075928
	Iteration 223Q: 3 clusters Score -4504234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -4504241.000000 Penalty: 3488.075928
	Iteration 224Q: 3 clusters Score -4504241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -4504238.500000 Penalty: 3488.075928
	Iteration 225Q: 3 clusters Score -4504238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -4504253.500000 Penalty: 3488.075928
	Iteration 226Q: 3 clusters Score -4504254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -4504254.000000 Penalty: 3488.075928
	Iteration 227Q: 3 clusters Score -4504254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -4504259.000000 Penalty: 3488.075928
	Iteration 228Q: 3 clusters Score -4504259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -4504263.000000 Penalty: 3488.075928
	Iteration 229Q: 3 clusters Score -4504263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -4504265.000000 Penalty: 3488.075928
	Iteration 230Q: 3 clusters Score -4504265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -4504259.000000 Penalty: 3488.075928
	Iteration 231Q: 3 clusters Score -4504259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -4504260.000000 Penalty: 3488.075928
	Iteration 232Q: 3 clusters Score -4504260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -4504266.000000 Penalty: 3488.075928
	Iteration 233Q: 3 clusters Score -4504266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -4504259.500000 Penalty: 3488.075928
	Iteration 234Q: 3 clusters Score -4504260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -4504259.500000 Penalty: 3488.075928
	Iteration 235F: 3 clusters Score -4504260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -448672.562500 Penalty: 1384.465820
	Iteration 0F: 2 clusters Score -448672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -444732.375000 Penalty: 2768.931641
	Iteration 0F: 3 clusters Score -444732.4 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -445849.625000 Penalty: 2768.931641
	Iteration 1F: 3 clusters Score -445849.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -446020.281250 Penalty: 2768.931641
	Iteration 2F: 3 clusters Score -446020.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -446140.406250 Penalty: 2768.931641
	Iteration 3F: 3 clusters Score -446140.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -446272.812500 Penalty: 2768.931641
	Iteration 4Q: 3 clusters Score -446272.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -446417.000000 Penalty: 2768.931641
	Iteration 5Q: 3 clusters Score -446417 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -446571.343750 Penalty: 2768.931641
	Iteration 6Q: 3 clusters Score -446571.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -446747.906250 Penalty: 2768.931641
	Iteration 7Q: 3 clusters Score -446747.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -446927.062500 Penalty: 2768.931641
	Iteration 8F: 3 clusters Score -446927.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -447056.312500 Penalty: 2768.931641
	Iteration 9Q: 3 clusters Score -447056.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -447143.843750 Penalty: 2768.931641
	Iteration 10Q: 3 clusters Score -447143.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -447204.437500 Penalty: 2768.931641
	Iteration 11Q: 3 clusters Score -447204.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -447258.093750 Penalty: 2768.931641
	Iteration 12Q: 3 clusters Score -447258.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -447315.437500 Penalty: 2768.931641
	Iteration 13Q: 3 clusters Score -447315.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -447358.687500 Penalty: 2768.931641
	Iteration 14Q: 3 clusters Score -447358.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -447383.875000 Penalty: 2768.931641
	Iteration 15Q: 3 clusters Score -447383.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -447402.875000 Penalty: 2768.931641
	Iteration 16Q: 3 clusters Score -447402.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -447418.750000 Penalty: 2768.931641
	Iteration 17Q: 3 clusters Score -447418.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -447426.562500 Penalty: 2768.931641
	Iteration 18Q: 3 clusters Score -447426.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -447438.000000 Penalty: 2768.931641
	Iteration 19Q: 3 clusters Score -447438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -447448.968750 Penalty: 2768.931641
	Iteration 20F: 3 clusters Score -447449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -447456.656250 Penalty: 2768.931641
	Iteration 21Q: 3 clusters Score -447456.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -447465.031250 Penalty: 2768.931641
	Iteration 22Q: 3 clusters Score -447465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -447473.281250 Penalty: 2768.931641
	Iteration 23Q: 3 clusters Score -447473.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -447481.718750 Penalty: 2768.931641
	Iteration 24Q: 3 clusters Score -447481.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -447491.375000 Penalty: 2768.931641
	Iteration 25Q: 3 clusters Score -447491.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -447498.781250 Penalty: 2768.931641
	Iteration 26Q: 3 clusters Score -447498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -447507.562500 Penalty: 2768.931641
	Iteration 27Q: 3 clusters Score -447507.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -447518.468750 Penalty: 2768.931641
	Iteration 28Q: 3 clusters Score -447518.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -447527.500000 Penalty: 2768.931641
	Iteration 29Q: 3 clusters Score -447527.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -447534.687500 Penalty: 2768.931641
	Iteration 30Q: 3 clusters Score -447534.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -447541.187500 Penalty: 2768.931641
	Iteration 31Q: 3 clusters Score -447541.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -447545.093750 Penalty: 2768.931641
	Iteration 32Q: 3 clusters Score -447545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -447546.281250 Penalty: 2768.931641
	Iteration 33Q: 3 clusters Score -447546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -447548.750000 Penalty: 2768.931641
	Iteration 34Q: 3 clusters Score -447548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -447551.468750 Penalty: 2768.931641
	Iteration 35Q: 3 clusters Score -447551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -447552.312500 Penalty: 2768.931641
	Iteration 36Q: 3 clusters Score -447552.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -447553.125000 Penalty: 2768.931641
	Iteration 37Q: 3 clusters Score -447553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -447554.031250 Penalty: 2768.931641
	Iteration 38Q: 3 clusters Score -447554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -447554.250000 Penalty: 2768.931641
	Iteration 39Q: 3 clusters Score -447554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -447555.000000 Penalty: 2768.931641
	Iteration 40F: 3 clusters Score -447555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -262460.093750 Penalty: 1297.917480
	Iteration 0F: 2 clusters Score -262460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -259780.015625 Penalty: 2595.834961
	Iteration 0F: 3 clusters Score -259780 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -260414.343750 Penalty: 2595.834961
	Iteration 1F: 3 clusters Score -260414.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -260572.562500 Penalty: 2595.834961
	Iteration 2F: 3 clusters Score -260572.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -260692.937500 Penalty: 2595.834961
	Iteration 3F: 3 clusters Score -260692.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -260812.484375 Penalty: 2595.834961
	Iteration 4Q: 3 clusters Score -260812.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -260958.046875 Penalty: 2595.834961
	Iteration 5Q: 3 clusters Score -260958 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -261148.015625 Penalty: 2595.834961
	Iteration 6F: 3 clusters Score -261148 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -261461.015625 Penalty: 2595.834961
	Iteration 7F: 3 clusters Score -261461 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -261933.937500 Penalty: 2595.834961
	Iteration 8F: 3 clusters Score -261933.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -262600.843750 Penalty: 2595.834961
	Iteration 9F: 3 clusters Score -262600.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -263473.062500 Penalty: 2595.834961
	Iteration 10F: 3 clusters Score -263473.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -263959.343750 Penalty: 2595.834961
	Iteration 11Q: 3 clusters Score -263959.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -264054.687500 Penalty: 2595.834961
	Iteration 12Q: 3 clusters Score -264054.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -264107.875000 Penalty: 2595.834961
	Iteration 13Q: 3 clusters Score -264107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -264179.968750 Penalty: 2595.834961
	Iteration 14Q: 3 clusters Score -264180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -264275.875000 Penalty: 2595.834961
	Iteration 15Q: 3 clusters Score -264275.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -264403.312500 Penalty: 2595.834961
	Iteration 16Q: 3 clusters Score -264403.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -264462.562500 Penalty: 2595.834961
	Iteration 17Q: 3 clusters Score -264462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -264485.593750 Penalty: 2595.834961
	Iteration 18Q: 3 clusters Score -264485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -264493.031250 Penalty: 2595.834961
	Iteration 19Q: 3 clusters Score -264493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -264515.875000 Penalty: 2595.834961
	Iteration 20F: 3 clusters Score -264515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -264520.343750 Penalty: 2595.834961
	Iteration 21Q: 3 clusters Score -264520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -264520.343750 Penalty: 2595.834961
	Iteration 22F: 3 clusters Score -264520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 19873 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Mstep: Class 33 contains 1542 members 
Entering Unmasked Estep 
Score: -49739732.000000 Penalty: 70815.945312
Splitting cluster 9 changes total score from -49737924.000000 to -49739732.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (36970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Entering Unmasked Estep 
Score: -3542023.250000 Penalty: 1709.152588
	Iteration 0F: 2 clusters Score -3542023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3517141.750000 Penalty: 3418.305176
	Iteration 0F: 3 clusters Score -3517142 nChanged 17229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3526564.000000 Penalty: 3418.305176
	Iteration 1F: 3 clusters Score -3526564 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3527050.250000 Penalty: 3418.305176
	Iteration 2Q: 3 clusters Score -3527050 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3527592.500000 Penalty: 3418.305176
	Iteration 3Q: 3 clusters Score -3527592 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3528228.500000 Penalty: 3418.305176
	Iteration 4Q: 3 clusters Score -3528228 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3528998.750000 Penalty: 3418.305176
	Iteration 5Q: 3 clusters Score -3528999 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3530042.750000 Penalty: 3418.305176
	Iteration 6F: 3 clusters Score -3530043 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3531365.500000 Penalty: 3418.305176
	Iteration 7F: 3 clusters Score -3531366 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3532951.250000 Penalty: 3418.305176
	Iteration 8F: 3 clusters Score -3532951 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3534497.500000 Penalty: 3418.305176
	Iteration 9F: 3 clusters Score -3534498 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3535584.500000 Penalty: 3418.305176
	Iteration 10F: 3 clusters Score -3535584 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3536212.250000 Penalty: 3418.305176
	Iteration 11Q: 3 clusters Score -3536212 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3536609.000000 Penalty: 3418.305176
	Iteration 12Q: 3 clusters Score -3536609 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3536847.750000 Penalty: 3418.305176
	Iteration 13Q: 3 clusters Score -3536848 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3537062.000000 Penalty: 3418.305176
	Iteration 14Q: 3 clusters Score -3537062 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3537215.250000 Penalty: 3418.305176
	Iteration 15Q: 3 clusters Score -3537215 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3537393.000000 Penalty: 3418.305176
	Iteration 16Q: 3 clusters Score -3537393 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3537548.000000 Penalty: 3418.305176
	Iteration 17Q: 3 clusters Score -3537548 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3537674.250000 Penalty: 3418.305176
	Iteration 18Q: 3 clusters Score -3537674 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3537834.000000 Penalty: 3418.305176
	Iteration 19Q: 3 clusters Score -3537834 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3537964.500000 Penalty: 3418.305176
	Iteration 20F: 3 clusters Score -3537964 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -3538105.250000 Penalty: 3418.305176
	Iteration 21Q: 3 clusters Score -3538105 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3538222.250000 Penalty: 3418.305176
	Iteration 22Q: 3 clusters Score -3538222 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3538378.000000 Penalty: 3418.305176
	Iteration 23Q: 3 clusters Score -3538378 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3538490.750000 Penalty: 3418.305176
	Iteration 24Q: 3 clusters Score -3538491 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -3538601.750000 Penalty: 3418.305176
	Iteration 25Q: 3 clusters Score -3538602 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3538740.250000 Penalty: 3418.305176
	Iteration 26Q: 3 clusters Score -3538740 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -3538826.500000 Penalty: 3418.305176
	Iteration 27Q: 3 clusters Score -3538826 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3538908.000000 Penalty: 3418.305176
	Iteration 28Q: 3 clusters Score -3538908 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3538992.500000 Penalty: 3418.305176
	Iteration 29Q: 3 clusters Score -3538992 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -3539091.750000 Penalty: 3418.305176
	Iteration 30Q: 3 clusters Score -3539092 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -3539198.750000 Penalty: 3418.305176
	Iteration 31Q: 3 clusters Score -3539199 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -3539300.250000 Penalty: 3418.305176
	Iteration 32Q: 3 clusters Score -3539300 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -3539364.000000 Penalty: 3418.305176
	Iteration 33Q: 3 clusters Score -3539364 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -3539437.000000 Penalty: 3418.305176
	Iteration 34Q: 3 clusters Score -3539437 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3539483.750000 Penalty: 3418.305176
	Iteration 35Q: 3 clusters Score -3539484 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -3539546.750000 Penalty: 3418.305176
	Iteration 36Q: 3 clusters Score -3539547 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -3539675.250000 Penalty: 3418.305176
	Iteration 37Q: 3 clusters Score -3539675 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -3539793.500000 Penalty: 3418.305176
	Iteration 38Q: 3 clusters Score -3539794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3539880.000000 Penalty: 3418.305176
	Iteration 39Q: 3 clusters Score -3539880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -3539989.750000 Penalty: 3418.305176
	Iteration 40F: 3 clusters Score -3539990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3540076.500000 Penalty: 3418.305176
	Iteration 41Q: 3 clusters Score -3540076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -3540130.500000 Penalty: 3418.305176
	Iteration 42Q: 3 clusters Score -3540130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -3540194.000000 Penalty: 3418.305176
	Iteration 43Q: 3 clusters Score -3540194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -3540247.500000 Penalty: 3418.305176
	Iteration 44Q: 3 clusters Score -3540248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3540286.000000 Penalty: 3418.305176
	Iteration 45Q: 3 clusters Score -3540286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -3540327.000000 Penalty: 3418.305176
	Iteration 46Q: 3 clusters Score -3540327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -3540353.750000 Penalty: 3418.305176
	Iteration 47Q: 3 clusters Score -3540354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3540397.000000 Penalty: 3418.305176
	Iteration 48Q: 3 clusters Score -3540397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -3540433.500000 Penalty: 3418.305176
	Iteration 49Q: 3 clusters Score -3540434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -3540457.250000 Penalty: 3418.305176
	Iteration 50Q: 3 clusters Score -3540457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -3540468.750000 Penalty: 3418.305176
	Iteration 51Q: 3 clusters Score -3540469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -3540479.250000 Penalty: 3418.305176
	Iteration 52Q: 3 clusters Score -3540479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -3540513.750000 Penalty: 3418.305176
	Iteration 53Q: 3 clusters Score -3540514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -3540519.750000 Penalty: 3418.305176
	Iteration 54Q: 3 clusters Score -3540520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -3540527.250000 Penalty: 3418.305176
	Iteration 55Q: 3 clusters Score -3540527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -3540535.750000 Penalty: 3418.305176
	Iteration 56Q: 3 clusters Score -3540536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -3540539.500000 Penalty: 3418.305176
	Iteration 57Q: 3 clusters Score -3540540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -3540543.500000 Penalty: 3418.305176
	Iteration 58Q: 3 clusters Score -3540544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -3540547.500000 Penalty: 3418.305176
	Iteration 59Q: 3 clusters Score -3540548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -3540549.500000 Penalty: 3418.305176
	Iteration 60F: 3 clusters Score -3540550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -3540570.250000 Penalty: 3418.305176
	Iteration 61Q: 3 clusters Score -3540570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -3540593.750000 Penalty: 3418.305176
	Iteration 62Q: 3 clusters Score -3540594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -3540611.500000 Penalty: 3418.305176
	Iteration 63Q: 3 clusters Score -3540612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -3540636.250000 Penalty: 3418.305176
	Iteration 64Q: 3 clusters Score -3540636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -3540646.750000 Penalty: 3418.305176
	Iteration 65Q: 3 clusters Score -3540647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -3540667.750000 Penalty: 3418.305176
	Iteration 66Q: 3 clusters Score -3540668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -3540697.000000 Penalty: 3418.305176
	Iteration 67Q: 3 clusters Score -3540697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3540707.750000 Penalty: 3418.305176
	Iteration 68Q: 3 clusters Score -3540708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3540722.000000 Penalty: 3418.305176
	Iteration 69Q: 3 clusters Score -3540722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -3540727.750000 Penalty: 3418.305176
	Iteration 70Q: 3 clusters Score -3540728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -3540742.750000 Penalty: 3418.305176
	Iteration 71Q: 3 clusters Score -3540743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -3540753.750000 Penalty: 3418.305176
	Iteration 72Q: 3 clusters Score -3540754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -3540757.250000 Penalty: 3418.305176
	Iteration 73Q: 3 clusters Score -3540757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -3540773.250000 Penalty: 3418.305176
	Iteration 74Q: 3 clusters Score -3540773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -3540775.500000 Penalty: 3418.305176
	Iteration 75Q: 3 clusters Score -3540776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -3540779.500000 Penalty: 3418.305176
	Iteration 76Q: 3 clusters Score -3540780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -3540786.500000 Penalty: 3418.305176
	Iteration 77Q: 3 clusters Score -3540786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -3540790.000000 Penalty: 3418.305176
	Iteration 78Q: 3 clusters Score -3540790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -3540791.000000 Penalty: 3418.305176
	Iteration 79Q: 3 clusters Score -3540791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -3540791.000000 Penalty: 3418.305176
	Iteration 80F: 3 clusters Score -3540791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -3540791.000000 Penalty: 3418.305176
	Iteration 81Q: 3 clusters Score -3540791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -3540792.250000 Penalty: 3418.305176
	Iteration 82Q: 3 clusters Score -3540792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -3540797.750000 Penalty: 3418.305176
	Iteration 83Q: 3 clusters Score -3540798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3540798.000000 Penalty: 3418.305176
	Iteration 84Q: 3 clusters Score -3540798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3540799.500000 Penalty: 3418.305176
	Iteration 85Q: 3 clusters Score -3540800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -3540799.500000 Penalty: 3418.305176
	Iteration 86Q: 3 clusters Score -3540800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -3540804.750000 Penalty: 3418.305176
	Iteration 87Q: 3 clusters Score -3540805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -3540803.250000 Penalty: 3418.305176
	Iteration 88Q: 3 clusters Score -3540803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -3540804.000000 Penalty: 3418.305176
	Iteration 89Q: 3 clusters Score -3540804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -3540802.250000 Penalty: 3418.305176
	Iteration 90Q: 3 clusters Score -3540802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3540798.250000 Penalty: 3418.305176
	Iteration 91Q: 3 clusters Score -3540798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -3540802.750000 Penalty: 3418.305176
	Iteration 92Q: 3 clusters Score -3540803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -3540801.000000 Penalty: 3418.305176
	Iteration 93Q: 3 clusters Score -3540801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -3540800.000000 Penalty: 3418.305176
	Iteration 94Q: 3 clusters Score -3540800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -3540801.500000 Penalty: 3418.305176
	Iteration 95Q: 3 clusters Score -3540802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -3540801.750000 Penalty: 3418.305176
	Iteration 96Q: 3 clusters Score -3540802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3540802.000000 Penalty: 3418.305176
	Iteration 97Q: 3 clusters Score -3540802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3540802.000000 Penalty: 3418.305176
	Iteration 98F: 3 clusters Score -3540802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Entering Unmasked Estep 
Score: -2133999.500000 Penalty: 1622.228638
	Iteration 0F: 2 clusters Score -2134000 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 10841 members 
Entering Unmasked Estep 
Score: -2119270.750000 Penalty: 3244.457275
	Iteration 0F: 3 clusters Score -2119271 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2124703.000000 Penalty: 3244.457275
	Iteration 1F: 3 clusters Score -2124703 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2125079.000000 Penalty: 3244.457275
	Iteration 2Q: 3 clusters Score -2125079 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2125439.250000 Penalty: 3244.457275
	Iteration 3Q: 3 clusters Score -2125439 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2125839.000000 Penalty: 3244.457275
	Iteration 4Q: 3 clusters Score -2125839 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2126342.500000 Penalty: 3244.457275
	Iteration 5Q: 3 clusters Score -2126342 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2126993.000000 Penalty: 3244.457275
	Iteration 6F: 3 clusters Score -2126993 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2127728.250000 Penalty: 3244.457275
	Iteration 7F: 3 clusters Score -2127728 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2128492.750000 Penalty: 3244.457275
	Iteration 8F: 3 clusters Score -2128493 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2129211.750000 Penalty: 3244.457275
	Iteration 9Q: 3 clusters Score -2129212 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2129798.500000 Penalty: 3244.457275
	Iteration 10Q: 3 clusters Score -2129798 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2130275.000000 Penalty: 3244.457275
	Iteration 11Q: 3 clusters Score -2130275 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2130616.750000 Penalty: 3244.457275
	Iteration 12Q: 3 clusters Score -2130617 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2130849.750000 Penalty: 3244.457275
	Iteration 13Q: 3 clusters Score -2130850 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2131015.250000 Penalty: 3244.457275
	Iteration 14Q: 3 clusters Score -2131015 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2131141.750000 Penalty: 3244.457275
	Iteration 15Q: 3 clusters Score -2131142 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2131269.000000 Penalty: 3244.457275
	Iteration 16Q: 3 clusters Score -2131269 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2131417.250000 Penalty: 3244.457275
	Iteration 17Q: 3 clusters Score -2131417 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2131565.750000 Penalty: 3244.457275
	Iteration 18Q: 3 clusters Score -2131566 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2131693.500000 Penalty: 3244.457275
	Iteration 19Q: 3 clusters Score -2131694 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2131816.500000 Penalty: 3244.457275
	Iteration 20F: 3 clusters Score -2131816 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2131950.250000 Penalty: 3244.457275
	Iteration 21Q: 3 clusters Score -2131950 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2132071.250000 Penalty: 3244.457275
	Iteration 22Q: 3 clusters Score -2132071 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2132181.750000 Penalty: 3244.457275
	Iteration 23Q: 3 clusters Score -2132182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2132257.750000 Penalty: 3244.457275
	Iteration 24Q: 3 clusters Score -2132258 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2132329.500000 Penalty: 3244.457275
	Iteration 25Q: 3 clusters Score -2132330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2132377.250000 Penalty: 3244.457275
	Iteration 26Q: 3 clusters Score -2132377 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2132421.750000 Penalty: 3244.457275
	Iteration 27Q: 3 clusters Score -2132422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2132454.000000 Penalty: 3244.457275
	Iteration 28Q: 3 clusters Score -2132454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2132480.500000 Penalty: 3244.457275
	Iteration 29Q: 3 clusters Score -2132480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2132502.250000 Penalty: 3244.457275
	Iteration 30Q: 3 clusters Score -2132502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2132517.500000 Penalty: 3244.457275
	Iteration 31Q: 3 clusters Score -2132518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2132533.500000 Penalty: 3244.457275
	Iteration 32Q: 3 clusters Score -2132534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2132549.250000 Penalty: 3244.457275
	Iteration 33Q: 3 clusters Score -2132549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2132559.250000 Penalty: 3244.457275
	Iteration 34Q: 3 clusters Score -2132559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2132565.500000 Penalty: 3244.457275
	Iteration 35Q: 3 clusters Score -2132566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2132570.500000 Penalty: 3244.457275
	Iteration 36Q: 3 clusters Score -2132570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2132576.250000 Penalty: 3244.457275
	Iteration 37Q: 3 clusters Score -2132576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2132593.750000 Penalty: 3244.457275
	Iteration 38Q: 3 clusters Score -2132594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2132597.750000 Penalty: 3244.457275
	Iteration 39Q: 3 clusters Score -2132598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2132600.250000 Penalty: 3244.457275
	Iteration 40F: 3 clusters Score -2132600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2132616.000000 Penalty: 3244.457275
	Iteration 41Q: 3 clusters Score -2132616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2132620.750000 Penalty: 3244.457275
	Iteration 42Q: 3 clusters Score -2132621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2132622.750000 Penalty: 3244.457275
	Iteration 43Q: 3 clusters Score -2132623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2132629.750000 Penalty: 3244.457275
	Iteration 44Q: 3 clusters Score -2132630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2132629.750000 Penalty: 3244.457275
	Iteration 45Q: 3 clusters Score -2132630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2132629.750000 Penalty: 3244.457275
	Iteration 46F: 3 clusters Score -2132630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Entering Unmasked Estep 
Score: -1845811.500000 Penalty: 1608.281616
	Iteration 0F: 2 clusters Score -1845812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1832213.375000 Penalty: 3216.563232
	Iteration 0F: 3 clusters Score -1832213 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1837244.000000 Penalty: 3216.563232
	Iteration 1F: 3 clusters Score -1837244 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1837889.250000 Penalty: 3216.563232
	Iteration 2F: 3 clusters Score -1837889 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1838697.750000 Penalty: 3216.563232
	Iteration 3F: 3 clusters Score -1838698 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1839702.250000 Penalty: 3216.563232
	Iteration 4F: 3 clusters Score -1839702 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1840788.125000 Penalty: 3216.563232
	Iteration 5F: 3 clusters Score -1840788 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1841810.000000 Penalty: 3216.563232
	Iteration 6F: 3 clusters Score -1841810 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1842505.250000 Penalty: 3216.563232
	Iteration 7F: 3 clusters Score -1842505 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1842942.375000 Penalty: 3216.563232
	Iteration 8Q: 3 clusters Score -1842942 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1843301.125000 Penalty: 3216.563232
	Iteration 9Q: 3 clusters Score -1843301 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1843690.125000 Penalty: 3216.563232
	Iteration 10Q: 3 clusters Score -1843690 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1844136.625000 Penalty: 3216.563232
	Iteration 11Q: 3 clusters Score -1844137 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1844638.125000 Penalty: 3216.563232
	Iteration 12Q: 3 clusters Score -1844638 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1845039.625000 Penalty: 3216.563232
	Iteration 13Q: 3 clusters Score -1845040 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1845289.375000 Penalty: 3216.563232
	Iteration 14Q: 3 clusters Score -1845289 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1845438.375000 Penalty: 3216.563232
	Iteration 15Q: 3 clusters Score -1845438 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1845542.250000 Penalty: 3216.563232
	Iteration 16Q: 3 clusters Score -1845542 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1845610.875000 Penalty: 3216.563232
	Iteration 17Q: 3 clusters Score -1845611 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1845685.750000 Penalty: 3216.563232
	Iteration 18Q: 3 clusters Score -1845686 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1845755.750000 Penalty: 3216.563232
	Iteration 19Q: 3 clusters Score -1845756 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1845816.750000 Penalty: 3216.563232
	Iteration 20F: 3 clusters Score -1845817 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1845867.000000 Penalty: 3216.563232
	Iteration 21Q: 3 clusters Score -1845867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1845899.875000 Penalty: 3216.563232
	Iteration 22Q: 3 clusters Score -1845900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1845917.875000 Penalty: 3216.563232
	Iteration 23Q: 3 clusters Score -1845918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1845929.125000 Penalty: 3216.563232
	Iteration 24Q: 3 clusters Score -1845929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1845933.750000 Penalty: 3216.563232
	Iteration 25Q: 3 clusters Score -1845934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1845935.125000 Penalty: 3216.563232
	Iteration 26Q: 3 clusters Score -1845935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1845938.750000 Penalty: 3216.563232
	Iteration 27Q: 3 clusters Score -1845939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1845940.000000 Penalty: 3216.563232
	Iteration 28Q: 3 clusters Score -1845940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1845942.750000 Penalty: 3216.563232
	Iteration 29Q: 3 clusters Score -1845943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1845939.125000 Penalty: 3216.563232
	Iteration 30Q: 3 clusters Score -1845939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1845942.250000 Penalty: 3216.563232
	Iteration 31Q: 3 clusters Score -1845942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1845943.750000 Penalty: 3216.563232
	Iteration 32Q: 3 clusters Score -1845944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1845947.250000 Penalty: 3216.563232
	Iteration 33Q: 3 clusters Score -1845947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1845948.000000 Penalty: 3216.563232
	Iteration 34Q: 3 clusters Score -1845948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1845948.875000 Penalty: 3216.563232
	Iteration 35Q: 3 clusters Score -1845949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1845952.000000 Penalty: 3216.563232
	Iteration 36Q: 3 clusters Score -1845952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1845954.500000 Penalty: 3216.563232
	Iteration 37Q: 3 clusters Score -1845954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1845956.625000 Penalty: 3216.563232
	Iteration 38Q: 3 clusters Score -1845957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1845955.125000 Penalty: 3216.563232
	Iteration 39Q: 3 clusters Score -1845955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1845956.875000 Penalty: 3216.563232
	Iteration 40F: 3 clusters Score -1845957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1845959.750000 Penalty: 3216.563232
	Iteration 41Q: 3 clusters Score -1845960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1845957.375000 Penalty: 3216.563232
	Iteration 42Q: 3 clusters Score -1845957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1845958.625000 Penalty: 3216.563232
	Iteration 43Q: 3 clusters Score -1845959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1845958.250000 Penalty: 3216.563232
	Iteration 44Q: 3 clusters Score -1845958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1845955.875000 Penalty: 3216.563232
	Iteration 45Q: 3 clusters Score -1845956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1845955.875000 Penalty: 3216.563232
	Iteration 46F: 3 clusters Score -1845956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Mstep: Class 33 contains 1542 members 
Mstep: Class 34 contains 2390 members 
Entering Unmasked Estep 
Score: -49739272.000000 Penalty: 72961.882812
Splitting cluster 12 changes total score from -49737924.000000 to -49739272.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (22694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Entering Unmasked Estep 
Score: -2096228.375000 Penalty: 1629.851562
	Iteration 0F: 2 clusters Score -2096228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2080871.375000 Penalty: 3259.703125
	Iteration 0F: 3 clusters Score -2080871 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2086369.375000 Penalty: 3259.703125
	Iteration 1F: 3 clusters Score -2086369 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2086839.625000 Penalty: 3259.703125
	Iteration 2Q: 3 clusters Score -2086840 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2087345.625000 Penalty: 3259.703125
	Iteration 3Q: 3 clusters Score -2087346 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2087912.750000 Penalty: 3259.703125
	Iteration 4F: 3 clusters Score -2087913 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2088609.250000 Penalty: 3259.703125
	Iteration 5F: 3 clusters Score -2088609 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2089409.750000 Penalty: 3259.703125
	Iteration 6F: 3 clusters Score -2089410 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2090258.750000 Penalty: 3259.703125
	Iteration 7F: 3 clusters Score -2090259 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2091094.000000 Penalty: 3259.703125
	Iteration 8F: 3 clusters Score -2091094 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2091863.125000 Penalty: 3259.703125
	Iteration 9Q: 3 clusters Score -2091863 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2092513.750000 Penalty: 3259.703125
	Iteration 10Q: 3 clusters Score -2092514 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2093048.875000 Penalty: 3259.703125
	Iteration 11Q: 3 clusters Score -2093049 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2093508.250000 Penalty: 3259.703125
	Iteration 12Q: 3 clusters Score -2093508 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2093890.250000 Penalty: 3259.703125
	Iteration 13Q: 3 clusters Score -2093890 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2094159.375000 Penalty: 3259.703125
	Iteration 14Q: 3 clusters Score -2094159 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2094337.625000 Penalty: 3259.703125
	Iteration 15Q: 3 clusters Score -2094338 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2094485.125000 Penalty: 3259.703125
	Iteration 16Q: 3 clusters Score -2094485 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2094601.250000 Penalty: 3259.703125
	Iteration 17Q: 3 clusters Score -2094601 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2094669.125000 Penalty: 3259.703125
	Iteration 18Q: 3 clusters Score -2094669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2094722.125000 Penalty: 3259.703125
	Iteration 19Q: 3 clusters Score -2094722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2094762.375000 Penalty: 3259.703125
	Iteration 20F: 3 clusters Score -2094762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2094787.500000 Penalty: 3259.703125
	Iteration 21Q: 3 clusters Score -2094788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2094808.875000 Penalty: 3259.703125
	Iteration 22Q: 3 clusters Score -2094809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2094819.000000 Penalty: 3259.703125
	Iteration 23Q: 3 clusters Score -2094819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2094827.250000 Penalty: 3259.703125
	Iteration 24Q: 3 clusters Score -2094827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2094831.875000 Penalty: 3259.703125
	Iteration 25Q: 3 clusters Score -2094832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2094841.000000 Penalty: 3259.703125
	Iteration 26Q: 3 clusters Score -2094841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2094855.250000 Penalty: 3259.703125
	Iteration 27Q: 3 clusters Score -2094855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2094862.000000 Penalty: 3259.703125
	Iteration 28Q: 3 clusters Score -2094862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2094867.500000 Penalty: 3259.703125
	Iteration 29Q: 3 clusters Score -2094868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2094869.000000 Penalty: 3259.703125
	Iteration 30Q: 3 clusters Score -2094869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2094870.500000 Penalty: 3259.703125
	Iteration 31Q: 3 clusters Score -2094870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2094869.625000 Penalty: 3259.703125
	Iteration 32Q: 3 clusters Score -2094870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2094869.125000 Penalty: 3259.703125
	Iteration 33Q: 3 clusters Score -2094869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2094867.625000 Penalty: 3259.703125
	Iteration 34Q: 3 clusters Score -2094868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2094867.625000 Penalty: 3259.703125
	Iteration 35F: 3 clusters Score -2094868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -113462.820312 Penalty: 1165.643677
	Iteration 0F: 2 clusters Score -113462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -111808.367188 Penalty: 2331.287354
	Iteration 0F: 3 clusters Score -111808.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -112155.656250 Penalty: 2331.287354
	Iteration 1F: 3 clusters Score -112155.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112396.750000 Penalty: 2331.287354
	Iteration 2F: 3 clusters Score -112396.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -112768.273438 Penalty: 2331.287354
	Iteration 3F: 3 clusters Score -112768.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113097.414062 Penalty: 2331.287354
	Iteration 4F: 3 clusters Score -113097.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113375.289062 Penalty: 2331.287354
	Iteration 5F: 3 clusters Score -113375.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -113596.695312 Penalty: 2331.287354
	Iteration 6F: 3 clusters Score -113596.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113697.828125 Penalty: 2331.287354
	Iteration 7Q: 3 clusters Score -113697.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -113725.125000 Penalty: 2331.287354
	Iteration 8Q: 3 clusters Score -113725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113738.859375 Penalty: 2331.287354
	Iteration 9Q: 3 clusters Score -113738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -113744.000000 Penalty: 2331.287354
	Iteration 10Q: 3 clusters Score -113744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -113747.867188 Penalty: 2331.287354
	Iteration 11Q: 3 clusters Score -113747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113749.578125 Penalty: 2331.287354
	Iteration 12Q: 3 clusters Score -113749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113749.578125 Penalty: 2331.287354
	Iteration 13F: 3 clusters Score -113749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Mstep: Class 33 contains 1542 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 422 members 
Entering Unmasked Estep 
Score: -49738560.000000 Penalty: 75107.820312
Splitting cluster 14 changes total score from -49737924.000000 to -49738560.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (26338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Entering Unmasked Estep 
Score: -2456814.000000 Penalty: 1654.049805
	Iteration 0F: 2 clusters Score -2456814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2438997.500000 Penalty: 3308.099609
	Iteration 0F: 3 clusters Score -2438998 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2447055.250000 Penalty: 3308.099609
	Iteration 1F: 3 clusters Score -2447055 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2449284.000000 Penalty: 3308.099609
	Iteration 2F: 3 clusters Score -2449284 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2452658.000000 Penalty: 3308.099609
	Iteration 3F: 3 clusters Score -2452658 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2455836.750000 Penalty: 3308.099609
	Iteration 4F: 3 clusters Score -2455837 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2457325.750000 Penalty: 3308.099609
	Iteration 5F: 3 clusters Score -2457326 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2457862.750000 Penalty: 3308.099609
	Iteration 6Q: 3 clusters Score -2457863 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2458138.250000 Penalty: 3308.099609
	Iteration 7Q: 3 clusters Score -2458138 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2458318.750000 Penalty: 3308.099609
	Iteration 8Q: 3 clusters Score -2458319 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2458432.500000 Penalty: 3308.099609
	Iteration 9Q: 3 clusters Score -2458432 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2458534.000000 Penalty: 3308.099609
	Iteration 10Q: 3 clusters Score -2458534 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2458628.500000 Penalty: 3308.099609
	Iteration 11Q: 3 clusters Score -2458628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2458750.000000 Penalty: 3308.099609
	Iteration 12Q: 3 clusters Score -2458750 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2458883.250000 Penalty: 3308.099609
	Iteration 13Q: 3 clusters Score -2458883 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2458991.750000 Penalty: 3308.099609
	Iteration 14Q: 3 clusters Score -2458992 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2459064.750000 Penalty: 3308.099609
	Iteration 15Q: 3 clusters Score -2459065 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2459138.750000 Penalty: 3308.099609
	Iteration 16Q: 3 clusters Score -2459139 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2459179.250000 Penalty: 3308.099609
	Iteration 17Q: 3 clusters Score -2459179 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2459194.500000 Penalty: 3308.099609
	Iteration 18Q: 3 clusters Score -2459194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2459212.750000 Penalty: 3308.099609
	Iteration 19Q: 3 clusters Score -2459213 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2459230.500000 Penalty: 3308.099609
	Iteration 20F: 3 clusters Score -2459230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2459237.000000 Penalty: 3308.099609
	Iteration 21Q: 3 clusters Score -2459237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2459242.250000 Penalty: 3308.099609
	Iteration 22Q: 3 clusters Score -2459242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2459248.750000 Penalty: 3308.099609
	Iteration 23Q: 3 clusters Score -2459249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2459255.500000 Penalty: 3308.099609
	Iteration 24Q: 3 clusters Score -2459256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2459254.750000 Penalty: 3308.099609
	Iteration 25Q: 3 clusters Score -2459255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2459258.500000 Penalty: 3308.099609
	Iteration 26Q: 3 clusters Score -2459258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2459263.250000 Penalty: 3308.099609
	Iteration 27Q: 3 clusters Score -2459263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2459263.000000 Penalty: 3308.099609
	Iteration 28Q: 3 clusters Score -2459263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2459265.000000 Penalty: 3308.099609
	Iteration 29Q: 3 clusters Score -2459265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2459265.500000 Penalty: 3308.099609
	Iteration 30Q: 3 clusters Score -2459266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2459265.250000 Penalty: 3308.099609
	Iteration 31Q: 3 clusters Score -2459265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2459262.250000 Penalty: 3308.099609
	Iteration 32Q: 3 clusters Score -2459262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2459256.000000 Penalty: 3308.099609
	Iteration 33Q: 3 clusters Score -2459256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2459258.750000 Penalty: 3308.099609
	Iteration 34Q: 3 clusters Score -2459259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2459262.500000 Penalty: 3308.099609
	Iteration 35Q: 3 clusters Score -2459262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2459269.750000 Penalty: 3308.099609
	Iteration 36Q: 3 clusters Score -2459270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2459266.250000 Penalty: 3308.099609
	Iteration 37Q: 3 clusters Score -2459266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2459268.000000 Penalty: 3308.099609
	Iteration 38Q: 3 clusters Score -2459268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2459270.500000 Penalty: 3308.099609
	Iteration 39Q: 3 clusters Score -2459270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2459271.250000 Penalty: 3308.099609
	Iteration 40F: 3 clusters Score -2459271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2459267.250000 Penalty: 3308.099609
	Iteration 41Q: 3 clusters Score -2459267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2459274.250000 Penalty: 3308.099609
	Iteration 42Q: 3 clusters Score -2459274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2459272.000000 Penalty: 3308.099609
	Iteration 43Q: 3 clusters Score -2459272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2459273.000000 Penalty: 3308.099609
	Iteration 44Q: 3 clusters Score -2459273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2459273.500000 Penalty: 3308.099609
	Iteration 45Q: 3 clusters Score -2459274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2459270.750000 Penalty: 3308.099609
	Iteration 46Q: 3 clusters Score -2459271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2459271.000000 Penalty: 3308.099609
	Iteration 47Q: 3 clusters Score -2459271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2459269.250000 Penalty: 3308.099609
	Iteration 48Q: 3 clusters Score -2459269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2459269.750000 Penalty: 3308.099609
	Iteration 49Q: 3 clusters Score -2459270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2459272.250000 Penalty: 3308.099609
	Iteration 50Q: 3 clusters Score -2459272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2459274.000000 Penalty: 3308.099609
	Iteration 51Q: 3 clusters Score -2459274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2459273.000000 Penalty: 3308.099609
	Iteration 52Q: 3 clusters Score -2459273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2459274.250000 Penalty: 3308.099609
	Iteration 53Q: 3 clusters Score -2459274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2459278.500000 Penalty: 3308.099609
	Iteration 54Q: 3 clusters Score -2459278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2459276.750000 Penalty: 3308.099609
	Iteration 55Q: 3 clusters Score -2459277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2459279.000000 Penalty: 3308.099609
	Iteration 56Q: 3 clusters Score -2459279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2459280.500000 Penalty: 3308.099609
	Iteration 57Q: 3 clusters Score -2459280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2459279.000000 Penalty: 3308.099609
	Iteration 58Q: 3 clusters Score -2459279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2459280.250000 Penalty: 3308.099609
	Iteration 59Q: 3 clusters Score -2459280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2459280.000000 Penalty: 3308.099609
	Iteration 60F: 3 clusters Score -2459280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2459278.750000 Penalty: 3308.099609
	Iteration 61Q: 3 clusters Score -2459279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2459279.250000 Penalty: 3308.099609
	Iteration 62Q: 3 clusters Score -2459279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2459278.250000 Penalty: 3308.099609
	Iteration 63Q: 3 clusters Score -2459278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2459277.750000 Penalty: 3308.099609
	Iteration 64Q: 3 clusters Score -2459278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2459282.000000 Penalty: 3308.099609
	Iteration 65Q: 3 clusters Score -2459282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2459279.000000 Penalty: 3308.099609
	Iteration 66Q: 3 clusters Score -2459279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2459280.750000 Penalty: 3308.099609
	Iteration 67Q: 3 clusters Score -2459281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2459278.500000 Penalty: 3308.099609
	Iteration 68Q: 3 clusters Score -2459278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2459278.500000 Penalty: 3308.099609
	Iteration 69F: 3 clusters Score -2459278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Mstep: Class 33 contains 1542 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 16785 members 
Entering Unmasked Estep 
Score: -49740340.000000 Penalty: 77253.757812
Splitting cluster 15 changes total score from -49737924.000000 to -49740340.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 16 (10436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Entering Unmasked Estep 
Score: -886791.125000 Penalty: 1503.615234
	Iteration 0F: 2 clusters Score -886791.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -879257.125000 Penalty: 3007.230469
	Iteration 0F: 3 clusters Score -879257.1 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -881895.312500 Penalty: 3007.230469
	Iteration 1F: 3 clusters Score -881895.3 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -882284.625000 Penalty: 3007.230469
	Iteration 2F: 3 clusters Score -882284.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -882554.312500 Penalty: 3007.230469
	Iteration 3F: 3 clusters Score -882554.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -882817.250000 Penalty: 3007.230469
	Iteration 4Q: 3 clusters Score -882817.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -883108.062500 Penalty: 3007.230469
	Iteration 5Q: 3 clusters Score -883108.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -883405.750000 Penalty: 3007.230469
	Iteration 6Q: 3 clusters Score -883405.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -883664.937500 Penalty: 3007.230469
	Iteration 7Q: 3 clusters Score -883664.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -883905.625000 Penalty: 3007.230469
	Iteration 8Q: 3 clusters Score -883905.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -884120.250000 Penalty: 3007.230469
	Iteration 9Q: 3 clusters Score -884120.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -884331.250000 Penalty: 3007.230469
	Iteration 10Q: 3 clusters Score -884331.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -884512.375000 Penalty: 3007.230469
	Iteration 11Q: 3 clusters Score -884512.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -884696.312500 Penalty: 3007.230469
	Iteration 12Q: 3 clusters Score -884696.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -884862.750000 Penalty: 3007.230469
	Iteration 13Q: 3 clusters Score -884862.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -885019.062500 Penalty: 3007.230469
	Iteration 14Q: 3 clusters Score -885019.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -885138.250000 Penalty: 3007.230469
	Iteration 15Q: 3 clusters Score -885138.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -885228.937500 Penalty: 3007.230469
	Iteration 16Q: 3 clusters Score -885228.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -885304.062500 Penalty: 3007.230469
	Iteration 17Q: 3 clusters Score -885304.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -885377.375000 Penalty: 3007.230469
	Iteration 18Q: 3 clusters Score -885377.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -885454.437500 Penalty: 3007.230469
	Iteration 19Q: 3 clusters Score -885454.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -885537.750000 Penalty: 3007.230469
	Iteration 20F: 3 clusters Score -885537.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -885620.312500 Penalty: 3007.230469
	Iteration 21Q: 3 clusters Score -885620.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -885714.062500 Penalty: 3007.230469
	Iteration 22Q: 3 clusters Score -885714.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -885818.187500 Penalty: 3007.230469
	Iteration 23Q: 3 clusters Score -885818.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -885915.812500 Penalty: 3007.230469
	Iteration 24Q: 3 clusters Score -885915.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -885999.312500 Penalty: 3007.230469
	Iteration 25Q: 3 clusters Score -885999.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -886069.000000 Penalty: 3007.230469
	Iteration 26Q: 3 clusters Score -886069 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -886118.875000 Penalty: 3007.230469
	Iteration 27Q: 3 clusters Score -886118.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -886178.062500 Penalty: 3007.230469
	Iteration 28Q: 3 clusters Score -886178.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -886241.750000 Penalty: 3007.230469
	Iteration 29Q: 3 clusters Score -886241.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -886311.125000 Penalty: 3007.230469
	Iteration 30Q: 3 clusters Score -886311.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -886370.312500 Penalty: 3007.230469
	Iteration 31Q: 3 clusters Score -886370.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -886421.437500 Penalty: 3007.230469
	Iteration 32Q: 3 clusters Score -886421.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -886457.875000 Penalty: 3007.230469
	Iteration 33Q: 3 clusters Score -886457.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -886497.500000 Penalty: 3007.230469
	Iteration 34Q: 3 clusters Score -886497.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -886534.500000 Penalty: 3007.230469
	Iteration 35Q: 3 clusters Score -886534.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -886564.812500 Penalty: 3007.230469
	Iteration 36Q: 3 clusters Score -886564.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -886577.375000 Penalty: 3007.230469
	Iteration 37Q: 3 clusters Score -886577.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -886589.812500 Penalty: 3007.230469
	Iteration 38Q: 3 clusters Score -886589.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -886600.375000 Penalty: 3007.230469
	Iteration 39Q: 3 clusters Score -886600.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -886606.500000 Penalty: 3007.230469
	Iteration 40F: 3 clusters Score -886606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -886605.500000 Penalty: 3007.230469
	Iteration 41Q: 3 clusters Score -886605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -886608.375000 Penalty: 3007.230469
	Iteration 42Q: 3 clusters Score -886608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -886606.062500 Penalty: 3007.230469
	Iteration 43Q: 3 clusters Score -886606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -886608.875000 Penalty: 3007.230469
	Iteration 44Q: 3 clusters Score -886608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -886609.000000 Penalty: 3007.230469
	Iteration 45Q: 3 clusters Score -886609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -886611.375000 Penalty: 3007.230469
	Iteration 46Q: 3 clusters Score -886611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -886613.437500 Penalty: 3007.230469
	Iteration 47Q: 3 clusters Score -886613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -886614.562500 Penalty: 3007.230469
	Iteration 48Q: 3 clusters Score -886614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -886615.187500 Penalty: 3007.230469
	Iteration 49Q: 3 clusters Score -886615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -886614.750000 Penalty: 3007.230469
	Iteration 50Q: 3 clusters Score -886614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -886614.750000 Penalty: 3007.230469
	Iteration 51Q: 3 clusters Score -886614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -886614.750000 Penalty: 3007.230469
	Iteration 52F: 3 clusters Score -886614.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -165567.187500 Penalty: 1221.597168
	Iteration 0F: 2 clusters Score -165567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -163635.609375 Penalty: 2443.194336
	Iteration 0F: 3 clusters Score -163635.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -164161.765625 Penalty: 2443.194336
	Iteration 1F: 3 clusters Score -164161.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -164321.890625 Penalty: 2443.194336
	Iteration 2F: 3 clusters Score -164321.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -164403.437500 Penalty: 2443.194336
	Iteration 3F: 3 clusters Score -164403.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -164471.765625 Penalty: 2443.194336
	Iteration 4Q: 3 clusters Score -164471.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -164524.406250 Penalty: 2443.194336
	Iteration 5Q: 3 clusters Score -164524.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -164575.359375 Penalty: 2443.194336
	Iteration 6Q: 3 clusters Score -164575.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -164621.312500 Penalty: 2443.194336
	Iteration 7Q: 3 clusters Score -164621.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -164650.578125 Penalty: 2443.194336
	Iteration 8Q: 3 clusters Score -164650.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -164691.515625 Penalty: 2443.194336
	Iteration 9Q: 3 clusters Score -164691.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -164726.421875 Penalty: 2443.194336
	Iteration 10Q: 3 clusters Score -164726.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -164759.921875 Penalty: 2443.194336
	Iteration 11Q: 3 clusters Score -164759.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -164785.765625 Penalty: 2443.194336
	Iteration 12Q: 3 clusters Score -164785.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -164813.812500 Penalty: 2443.194336
	Iteration 13Q: 3 clusters Score -164813.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -164835.203125 Penalty: 2443.194336
	Iteration 14Q: 3 clusters Score -164835.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -164855.609375 Penalty: 2443.194336
	Iteration 15Q: 3 clusters Score -164855.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -164870.203125 Penalty: 2443.194336
	Iteration 16Q: 3 clusters Score -164870.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -164892.828125 Penalty: 2443.194336
	Iteration 17Q: 3 clusters Score -164892.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -164935.843750 Penalty: 2443.194336
	Iteration 18Q: 3 clusters Score -164935.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -164966.515625 Penalty: 2443.194336
	Iteration 19Q: 3 clusters Score -164966.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -164986.437500 Penalty: 2443.194336
	Iteration 20F: 3 clusters Score -164986.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -165006.718750 Penalty: 2443.194336
	Iteration 21Q: 3 clusters Score -165006.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -165033.937500 Penalty: 2443.194336
	Iteration 22Q: 3 clusters Score -165033.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -165072.765625 Penalty: 2443.194336
	Iteration 23Q: 3 clusters Score -165072.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -165115.625000 Penalty: 2443.194336
	Iteration 24Q: 3 clusters Score -165115.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -165196.593750 Penalty: 2443.194336
	Iteration 25Q: 3 clusters Score -165196.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -165261.687500 Penalty: 2443.194336
	Iteration 26Q: 3 clusters Score -165261.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -165300.171875 Penalty: 2443.194336
	Iteration 27Q: 3 clusters Score -165300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -165311.453125 Penalty: 2443.194336
	Iteration 28Q: 3 clusters Score -165311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -165316.046875 Penalty: 2443.194336
	Iteration 29Q: 3 clusters Score -165316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -165317.937500 Penalty: 2443.194336
	Iteration 30Q: 3 clusters Score -165317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -165317.937500 Penalty: 2443.194336
	Iteration 31F: 3 clusters Score -165317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -213787.734375 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -213787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -211420.609375 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -211420.6 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -212089.218750 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -212089.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -212288.687500 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -212288.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -212464.140625 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -212464.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212656.093750 Penalty: 2542.164307
	Iteration 4F: 3 clusters Score -212656.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212833.906250 Penalty: 2542.164307
	Iteration 5F: 3 clusters Score -212833.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -212998.109375 Penalty: 2542.164307
	Iteration 6F: 3 clusters Score -212998.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213175.312500 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -213175.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -213347.546875 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -213347.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -213539.531250 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -213539.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -213679.171875 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -213679.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -213731.468750 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -213731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -213747.437500 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -213747.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -213752.875000 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -213752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213755.015625 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -213755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213756.828125 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -213756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -213761.296875 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -213761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213762.484375 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -213762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -213763.593750 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -213763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -213764.781250 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -213764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -213767.218750 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -213767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -213767.515625 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -213767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -213767.515625 Penalty: 2542.164307
	Iteration 22F: 3 clusters Score -213767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Entering Unmasked Estep 
Score: -750097.062500 Penalty: 1463.458008
	Iteration 0F: 2 clusters Score -750097.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -744209.000000 Penalty: 2926.916016
	Iteration 0F: 3 clusters Score -744209 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -746166.812500 Penalty: 2926.916016
	Iteration 1F: 3 clusters Score -746166.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -746519.437500 Penalty: 2926.916016
	Iteration 2F: 3 clusters Score -746519.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -746834.937500 Penalty: 2926.916016
	Iteration 3F: 3 clusters Score -746834.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -747092.812500 Penalty: 2926.916016
	Iteration 4F: 3 clusters Score -747092.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -747351.375000 Penalty: 2926.916016
	Iteration 5Q: 3 clusters Score -747351.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -747627.062500 Penalty: 2926.916016
	Iteration 6F: 3 clusters Score -747627.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -747910.500000 Penalty: 2926.916016
	Iteration 7Q: 3 clusters Score -747910.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -748177.125000 Penalty: 2926.916016
	Iteration 8Q: 3 clusters Score -748177.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -748369.562500 Penalty: 2926.916016
	Iteration 9Q: 3 clusters Score -748369.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -748479.562500 Penalty: 2926.916016
	Iteration 10Q: 3 clusters Score -748479.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -748547.937500 Penalty: 2926.916016
	Iteration 11Q: 3 clusters Score -748547.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -748613.625000 Penalty: 2926.916016
	Iteration 12Q: 3 clusters Score -748613.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -748676.312500 Penalty: 2926.916016
	Iteration 13Q: 3 clusters Score -748676.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -748739.875000 Penalty: 2926.916016
	Iteration 14Q: 3 clusters Score -748739.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -748819.687500 Penalty: 2926.916016
	Iteration 15Q: 3 clusters Score -748819.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -748932.562500 Penalty: 2926.916016
	Iteration 16Q: 3 clusters Score -748932.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -749101.500000 Penalty: 2926.916016
	Iteration 17Q: 3 clusters Score -749101.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -749307.687500 Penalty: 2926.916016
	Iteration 18Q: 3 clusters Score -749307.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -749582.937500 Penalty: 2926.916016
	Iteration 19Q: 3 clusters Score -749582.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -749886.062500 Penalty: 2926.916016
	Iteration 20F: 3 clusters Score -749886.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -750142.437500 Penalty: 2926.916016
	Iteration 21Q: 3 clusters Score -750142.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -750319.500000 Penalty: 2926.916016
	Iteration 22Q: 3 clusters Score -750319.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -750417.750000 Penalty: 2926.916016
	Iteration 23Q: 3 clusters Score -750417.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -750478.375000 Penalty: 2926.916016
	Iteration 24Q: 3 clusters Score -750478.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -750514.437500 Penalty: 2926.916016
	Iteration 25Q: 3 clusters Score -750514.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -750538.625000 Penalty: 2926.916016
	Iteration 26Q: 3 clusters Score -750538.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -750562.312500 Penalty: 2926.916016
	Iteration 27Q: 3 clusters Score -750562.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -750576.562500 Penalty: 2926.916016
	Iteration 28Q: 3 clusters Score -750576.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -750587.812500 Penalty: 2926.916016
	Iteration 29Q: 3 clusters Score -750587.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -750598.937500 Penalty: 2926.916016
	Iteration 30Q: 3 clusters Score -750598.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -750610.500000 Penalty: 2926.916016
	Iteration 31Q: 3 clusters Score -750610.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -750614.625000 Penalty: 2926.916016
	Iteration 32Q: 3 clusters Score -750614.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -750619.875000 Penalty: 2926.916016
	Iteration 33Q: 3 clusters Score -750619.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -750623.125000 Penalty: 2926.916016
	Iteration 34Q: 3 clusters Score -750623.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -750626.875000 Penalty: 2926.916016
	Iteration 35Q: 3 clusters Score -750626.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -750630.125000 Penalty: 2926.916016
	Iteration 36Q: 3 clusters Score -750630.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -750633.437500 Penalty: 2926.916016
	Iteration 37Q: 3 clusters Score -750633.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -750633.062500 Penalty: 2926.916016
	Iteration 38Q: 3 clusters Score -750633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -750635.250000 Penalty: 2926.916016
	Iteration 39Q: 3 clusters Score -750635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -750637.125000 Penalty: 2926.916016
	Iteration 40F: 3 clusters Score -750637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -750639.437500 Penalty: 2926.916016
	Iteration 41Q: 3 clusters Score -750639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -750639.750000 Penalty: 2926.916016
	Iteration 42Q: 3 clusters Score -750639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -750639.312500 Penalty: 2926.916016
	Iteration 43Q: 3 clusters Score -750639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -750640.125000 Penalty: 2926.916016
	Iteration 44Q: 3 clusters Score -750640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -750640.312500 Penalty: 2926.916016
	Iteration 45Q: 3 clusters Score -750640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -750640.187500 Penalty: 2926.916016
	Iteration 46Q: 3 clusters Score -750640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -750641.062500 Penalty: 2926.916016
	Iteration 47Q: 3 clusters Score -750641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -750640.437500 Penalty: 2926.916016
	Iteration 48Q: 3 clusters Score -750640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -750640.437500 Penalty: 2926.916016
	Iteration 49F: 3 clusters Score -750640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Mstep: Class 33 contains 1542 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 16785 members 
Mstep: Class 37 contains 4260 members 
Entering Unmasked Estep 
Score: -49740108.000000 Penalty: 79399.695312
Splitting cluster 19 changes total score from -49737924.000000 to -49740108.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (36978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Entering Unmasked Estep 
Score: -3552346.000000 Penalty: 1709.187866
	Iteration 0F: 2 clusters Score -3552346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3529122.500000 Penalty: 3418.375732
	Iteration 0F: 3 clusters Score -3529122 nChanged 17076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3539092.500000 Penalty: 3418.375732
	Iteration 1F: 3 clusters Score -3539092 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3540190.250000 Penalty: 3418.375732
	Iteration 2F: 3 clusters Score -3540190 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3541726.750000 Penalty: 3418.375732
	Iteration 3F: 3 clusters Score -3541727 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3543656.500000 Penalty: 3418.375732
	Iteration 4F: 3 clusters Score -3543656 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3545762.750000 Penalty: 3418.375732
	Iteration 5F: 3 clusters Score -3545763 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3547747.000000 Penalty: 3418.375732
	Iteration 6F: 3 clusters Score -3547747 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3549212.000000 Penalty: 3418.375732
	Iteration 7F: 3 clusters Score -3549212 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3550148.500000 Penalty: 3418.375732
	Iteration 8Q: 3 clusters Score -3550148 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3550504.500000 Penalty: 3418.375732
	Iteration 9Q: 3 clusters Score -3550504 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3550697.500000 Penalty: 3418.375732
	Iteration 10Q: 3 clusters Score -3550698 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3550859.750000 Penalty: 3418.375732
	Iteration 11Q: 3 clusters Score -3550860 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3550913.250000 Penalty: 3418.375732
	Iteration 12Q: 3 clusters Score -3550913 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3550938.500000 Penalty: 3418.375732
	Iteration 13Q: 3 clusters Score -3550938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3550959.000000 Penalty: 3418.375732
	Iteration 14Q: 3 clusters Score -3550959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3550965.750000 Penalty: 3418.375732
	Iteration 15Q: 3 clusters Score -3550966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3550972.250000 Penalty: 3418.375732
	Iteration 16Q: 3 clusters Score -3550972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3550989.250000 Penalty: 3418.375732
	Iteration 17Q: 3 clusters Score -3550989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3550992.000000 Penalty: 3418.375732
	Iteration 18Q: 3 clusters Score -3550992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3551006.750000 Penalty: 3418.375732
	Iteration 19Q: 3 clusters Score -3551007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3551013.750000 Penalty: 3418.375732
	Iteration 20F: 3 clusters Score -3551014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3551014.500000 Penalty: 3418.375732
	Iteration 21Q: 3 clusters Score -3551014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3551025.000000 Penalty: 3418.375732
	Iteration 22Q: 3 clusters Score -3551025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3551022.750000 Penalty: 3418.375732
	Iteration 23Q: 3 clusters Score -3551023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3551026.750000 Penalty: 3418.375732
	Iteration 24Q: 3 clusters Score -3551027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3551029.000000 Penalty: 3418.375732
	Iteration 25Q: 3 clusters Score -3551029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3551032.250000 Penalty: 3418.375732
	Iteration 26Q: 3 clusters Score -3551032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3551032.250000 Penalty: 3418.375732
	Iteration 27F: 3 clusters Score -3551032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Entering Unmasked Estep 
Score: -5296108.500000 Penalty: 1770.921753
	Iteration 0F: 2 clusters Score -5296108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -5279889.000000 Penalty: 3541.843506
	Iteration 0F: 3 clusters Score -5279889 nChanged 25233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -5293982.500000 Penalty: 3541.843506
	Iteration 1F: 3 clusters Score -5293982 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -5294338.500000 Penalty: 3541.843506
	Iteration 2Q: 3 clusters Score -5294338 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -5294738.500000 Penalty: 3541.843506
	Iteration 3Q: 3 clusters Score -5294738 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -5295283.500000 Penalty: 3541.843506
	Iteration 4Q: 3 clusters Score -5295284 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -5296116.000000 Penalty: 3541.843506
	Iteration 5Q: 3 clusters Score -5296116 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5297311.500000 Penalty: 3541.843506
	Iteration 6F: 3 clusters Score -5297312 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5299183.000000 Penalty: 3541.843506
	Iteration 7F: 3 clusters Score -5299183 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5299204.500000 Penalty: 3541.843506
	Iteration 8F: 3 clusters Score -5299204 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -5297198.000000 Penalty: 3541.843506
	Iteration 9F: 3 clusters Score -5297198 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5296134.500000 Penalty: 3541.843506
	Iteration 10F: 3 clusters Score -5296134 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -5295657.000000 Penalty: 3541.843506
	Iteration 11Q: 3 clusters Score -5295657 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -5295377.000000 Penalty: 3541.843506
	Iteration 12Q: 3 clusters Score -5295377 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5295321.500000 Penalty: 3541.843506
	Iteration 13Q: 3 clusters Score -5295322 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5295263.500000 Penalty: 3541.843506
	Iteration 14Q: 3 clusters Score -5295264 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5295218.500000 Penalty: 3541.843506
	Iteration 15Q: 3 clusters Score -5295218 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5295142.500000 Penalty: 3541.843506
	Iteration 16Q: 3 clusters Score -5295142 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5295131.500000 Penalty: 3541.843506
	Iteration 17Q: 3 clusters Score -5295132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5295070.000000 Penalty: 3541.843506
	Iteration 18Q: 3 clusters Score -5295070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5295054.500000 Penalty: 3541.843506
	Iteration 19Q: 3 clusters Score -5295054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5295025.000000 Penalty: 3541.843506
	Iteration 20F: 3 clusters Score -5295025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5295037.000000 Penalty: 3541.843506
	Iteration 21Q: 3 clusters Score -5295037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5295021.000000 Penalty: 3541.843506
	Iteration 22Q: 3 clusters Score -5295021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5295034.000000 Penalty: 3541.843506
	Iteration 23Q: 3 clusters Score -5295034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5295026.500000 Penalty: 3541.843506
	Iteration 24Q: 3 clusters Score -5295026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5295035.000000 Penalty: 3541.843506
	Iteration 25Q: 3 clusters Score -5295035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5295029.500000 Penalty: 3541.843506
	Iteration 26Q: 3 clusters Score -5295030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5295016.000000 Penalty: 3541.843506
	Iteration 27Q: 3 clusters Score -5295016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5294999.500000 Penalty: 3541.843506
	Iteration 28Q: 3 clusters Score -5295000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5295010.000000 Penalty: 3541.843506
	Iteration 29Q: 3 clusters Score -5295010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5295020.500000 Penalty: 3541.843506
	Iteration 30Q: 3 clusters Score -5295020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5295016.000000 Penalty: 3541.843506
	Iteration 31Q: 3 clusters Score -5295016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5295013.000000 Penalty: 3541.843506
	Iteration 32Q: 3 clusters Score -5295013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5295019.000000 Penalty: 3541.843506
	Iteration 33Q: 3 clusters Score -5295019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5295018.500000 Penalty: 3541.843506
	Iteration 34Q: 3 clusters Score -5295018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5295021.500000 Penalty: 3541.843506
	Iteration 35Q: 3 clusters Score -5295022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5295024.500000 Penalty: 3541.843506
	Iteration 36Q: 3 clusters Score -5295024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5295024.000000 Penalty: 3541.843506
	Iteration 37Q: 3 clusters Score -5295024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5295016.000000 Penalty: 3541.843506
	Iteration 38Q: 3 clusters Score -5295016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5295018.500000 Penalty: 3541.843506
	Iteration 39Q: 3 clusters Score -5295018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5295025.000000 Penalty: 3541.843506
	Iteration 40F: 3 clusters Score -5295025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5295026.000000 Penalty: 3541.843506
	Iteration 41Q: 3 clusters Score -5295026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5295026.000000 Penalty: 3541.843506
	Iteration 42Q: 3 clusters Score -5295026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5295013.500000 Penalty: 3541.843506
	Iteration 43Q: 3 clusters Score -5295014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5295016.500000 Penalty: 3541.843506
	Iteration 44Q: 3 clusters Score -5295016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5295020.500000 Penalty: 3541.843506
	Iteration 45Q: 3 clusters Score -5295020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5295023.500000 Penalty: 3541.843506
	Iteration 46Q: 3 clusters Score -5295024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5295021.500000 Penalty: 3541.843506
	Iteration 47Q: 3 clusters Score -5295022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5295016.000000 Penalty: 3541.843506
	Iteration 48Q: 3 clusters Score -5295016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5295033.500000 Penalty: 3541.843506
	Iteration 49Q: 3 clusters Score -5295034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5295028.500000 Penalty: 3541.843506
	Iteration 50Q: 3 clusters Score -5295028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5295023.500000 Penalty: 3541.843506
	Iteration 51Q: 3 clusters Score -5295024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5295018.500000 Penalty: 3541.843506
	Iteration 52Q: 3 clusters Score -5295018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5295020.000000 Penalty: 3541.843506
	Iteration 53Q: 3 clusters Score -5295020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5295021.000000 Penalty: 3541.843506
	Iteration 54Q: 3 clusters Score -5295021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5295023.000000 Penalty: 3541.843506
	Iteration 55Q: 3 clusters Score -5295023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5295024.500000 Penalty: 3541.843506
	Iteration 56Q: 3 clusters Score -5295024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5295030.500000 Penalty: 3541.843506
	Iteration 57Q: 3 clusters Score -5295030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5295025.500000 Penalty: 3541.843506
	Iteration 58Q: 3 clusters Score -5295026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5295027.500000 Penalty: 3541.843506
	Iteration 59Q: 3 clusters Score -5295028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5295026.500000 Penalty: 3541.843506
	Iteration 60F: 3 clusters Score -5295026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5295028.000000 Penalty: 3541.843506
	Iteration 61Q: 3 clusters Score -5295028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5295024.500000 Penalty: 3541.843506
	Iteration 62Q: 3 clusters Score -5295024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5295035.000000 Penalty: 3541.843506
	Iteration 63Q: 3 clusters Score -5295035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5295036.500000 Penalty: 3541.843506
	Iteration 64Q: 3 clusters Score -5295036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5295034.000000 Penalty: 3541.843506
	Iteration 65Q: 3 clusters Score -5295034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5295034.000000 Penalty: 3541.843506
	Iteration 66F: 3 clusters Score -5295034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -211391.218750 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -211391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -209051.734375 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -209051.7 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -209867.406250 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -209867.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -210520.671875 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -210520.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -211120.890625 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -211120.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -211488.062500 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -211488.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -211745.078125 Penalty: 2540.335449
	Iteration 5F: 3 clusters Score -211745.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -211987.687500 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -211987.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -212099.828125 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -212099.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -212141.062500 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -212141.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -212158.859375 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -212158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -212172.140625 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -212172.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -212187.593750 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -212187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -212195.312500 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -212195.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -212199.265625 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -212199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -212204.671875 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -212204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -212207.703125 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -212207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -212209.359375 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -212209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -212209.828125 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -212209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -212214.671875 Penalty: 2540.335449
	Iteration 18F: 3 clusters Score -212214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -212216.562500 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -212216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -212216.984375 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -212217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 1185 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Mstep: Class 33 contains 1542 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 16785 members 
Mstep: Class 37 contains 4260 members 
Mstep: Class 38 contains 1296 members 
Entering Unmasked Estep 
Score: -49740024.000000 Penalty: 81545.632812
Splitting cluster 22 changes total score from -49737924.000000 to -49740024.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (5743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Entering Unmasked Estep 
Score: -527727.812500 Penalty: 1406.557251
	Iteration 0F: 2 clusters Score -527727.8 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 2811 members 
Entering Unmasked Estep 
Score: -523301.843750 Penalty: 2813.114502
	Iteration 0F: 3 clusters Score -523301.8 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -524530.000000 Penalty: 2813.114502
	Iteration 1F: 3 clusters Score -524530 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -524703.687500 Penalty: 2813.114502
	Iteration 2F: 3 clusters Score -524703.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -524848.062500 Penalty: 2813.114502
	Iteration 3F: 3 clusters Score -524848.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -524980.250000 Penalty: 2813.114502
	Iteration 4Q: 3 clusters Score -524980.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -525143.687500 Penalty: 2813.114502
	Iteration 5Q: 3 clusters Score -525143.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -525358.875000 Penalty: 2813.114502
	Iteration 6F: 3 clusters Score -525358.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -525548.000000 Penalty: 2813.114502
	Iteration 7Q: 3 clusters Score -525548 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -525713.062500 Penalty: 2813.114502
	Iteration 8Q: 3 clusters Score -525713.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -525867.687500 Penalty: 2813.114502
	Iteration 9Q: 3 clusters Score -525867.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -526003.625000 Penalty: 2813.114502
	Iteration 10Q: 3 clusters Score -526003.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -526108.437500 Penalty: 2813.114502
	Iteration 11Q: 3 clusters Score -526108.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -526196.625000 Penalty: 2813.114502
	Iteration 12Q: 3 clusters Score -526196.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -526280.687500 Penalty: 2813.114502
	Iteration 13Q: 3 clusters Score -526280.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -526333.625000 Penalty: 2813.114502
	Iteration 14Q: 3 clusters Score -526333.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -526398.375000 Penalty: 2813.114502
	Iteration 15Q: 3 clusters Score -526398.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -526440.187500 Penalty: 2813.114502
	Iteration 16Q: 3 clusters Score -526440.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -526481.562500 Penalty: 2813.114502
	Iteration 17Q: 3 clusters Score -526481.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -526512.937500 Penalty: 2813.114502
	Iteration 18Q: 3 clusters Score -526512.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -526527.875000 Penalty: 2813.114502
	Iteration 19Q: 3 clusters Score -526527.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -526540.187500 Penalty: 2813.114502
	Iteration 20F: 3 clusters Score -526540.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -526554.500000 Penalty: 2813.114502
	Iteration 21Q: 3 clusters Score -526554.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -526569.187500 Penalty: 2813.114502
	Iteration 22Q: 3 clusters Score -526569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -526577.062500 Penalty: 2813.114502
	Iteration 23Q: 3 clusters Score -526577.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -526582.562500 Penalty: 2813.114502
	Iteration 24Q: 3 clusters Score -526582.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -526587.500000 Penalty: 2813.114502
	Iteration 25Q: 3 clusters Score -526587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -526593.062500 Penalty: 2813.114502
	Iteration 26Q: 3 clusters Score -526593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -526593.250000 Penalty: 2813.114502
	Iteration 27Q: 3 clusters Score -526593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -526592.625000 Penalty: 2813.114502
	Iteration 28Q: 3 clusters Score -526592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -526592.625000 Penalty: 2813.114502
	Iteration 29F: 3 clusters Score -526592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -238993.015625 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -238993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -236455.375000 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -236455.4 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -237069.312500 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -237069.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -237267.718750 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -237267.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -237510.500000 Penalty: 2572.013184
	Iteration 3F: 3 clusters Score -237510.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -237852.421875 Penalty: 2572.013184
	Iteration 4F: 3 clusters Score -237852.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -238373.234375 Penalty: 2572.013184
	Iteration 5F: 3 clusters Score -238373.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -238848.750000 Penalty: 2572.013184
	Iteration 6F: 3 clusters Score -238848.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -239246.515625 Penalty: 2572.013184
	Iteration 7F: 3 clusters Score -239246.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -239646.328125 Penalty: 2572.013184
	Iteration 8F: 3 clusters Score -239646.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -240060.437500 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -240060.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -240262.546875 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -240262.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -240509.328125 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -240509.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -240737.843750 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -240737.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -240769.187500 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -240769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -240773.703125 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -240773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -240774.906250 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -240774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -240774.906250 Penalty: 2572.013184
	Iteration 16F: 3 clusters Score -240774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 1185 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Mstep: Class 33 contains 1542 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 16785 members 
Mstep: Class 37 contains 4260 members 
Mstep: Class 38 contains 1296 members 
Mstep: Class 39 contains 1296 members 
Entering Unmasked Estep 
Score: -49740932.000000 Penalty: 83691.570312
Splitting cluster 24 changes total score from -49737924.000000 to -49740932.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -492368.687500 Penalty: 1396.610229
	Iteration 0F: 2 clusters Score -492368.7 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 2713 members 
Entering Unmasked Estep 
Score: -488124.406250 Penalty: 2793.220459
	Iteration 0F: 3 clusters Score -488124.4 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -489406.250000 Penalty: 2793.220459
	Iteration 1F: 3 clusters Score -489406.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -489711.406250 Penalty: 2793.220459
	Iteration 2F: 3 clusters Score -489711.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -490028.218750 Penalty: 2793.220459
	Iteration 3F: 3 clusters Score -490028.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -490336.343750 Penalty: 2793.220459
	Iteration 4F: 3 clusters Score -490336.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -490619.250000 Penalty: 2793.220459
	Iteration 5F: 3 clusters Score -490619.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -490870.375000 Penalty: 2793.220459
	Iteration 6F: 3 clusters Score -490870.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -491122.281250 Penalty: 2793.220459
	Iteration 7Q: 3 clusters Score -491122.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -491368.000000 Penalty: 2793.220459
	Iteration 8Q: 3 clusters Score -491368 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -491571.656250 Penalty: 2793.220459
	Iteration 9Q: 3 clusters Score -491571.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -491702.968750 Penalty: 2793.220459
	Iteration 10Q: 3 clusters Score -491703 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -491787.250000 Penalty: 2793.220459
	Iteration 11Q: 3 clusters Score -491787.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -491837.218750 Penalty: 2793.220459
	Iteration 12Q: 3 clusters Score -491837.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -491873.000000 Penalty: 2793.220459
	Iteration 13Q: 3 clusters Score -491873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -491898.218750 Penalty: 2793.220459
	Iteration 14Q: 3 clusters Score -491898.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -491915.312500 Penalty: 2793.220459
	Iteration 15Q: 3 clusters Score -491915.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -491927.687500 Penalty: 2793.220459
	Iteration 16Q: 3 clusters Score -491927.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -491941.281250 Penalty: 2793.220459
	Iteration 17Q: 3 clusters Score -491941.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -491949.906250 Penalty: 2793.220459
	Iteration 18Q: 3 clusters Score -491949.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -491958.531250 Penalty: 2793.220459
	Iteration 19Q: 3 clusters Score -491958.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -491968.750000 Penalty: 2793.220459
	Iteration 20F: 3 clusters Score -491968.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -491975.343750 Penalty: 2793.220459
	Iteration 21Q: 3 clusters Score -491975.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -491979.406250 Penalty: 2793.220459
	Iteration 22Q: 3 clusters Score -491979.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -491982.593750 Penalty: 2793.220459
	Iteration 23Q: 3 clusters Score -491982.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -491983.906250 Penalty: 2793.220459
	Iteration 24Q: 3 clusters Score -491983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -491987.031250 Penalty: 2793.220459
	Iteration 25Q: 3 clusters Score -491987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -491990.031250 Penalty: 2793.220459
	Iteration 26Q: 3 clusters Score -491990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -491992.781250 Penalty: 2793.220459
	Iteration 27Q: 3 clusters Score -491992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -491993.906250 Penalty: 2793.220459
	Iteration 28Q: 3 clusters Score -491993.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -491994.718750 Penalty: 2793.220459
	Iteration 29Q: 3 clusters Score -491994.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -491998.031250 Penalty: 2793.220459
	Iteration 30Q: 3 clusters Score -491998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -491998.062500 Penalty: 2793.220459
	Iteration 31Q: 3 clusters Score -491998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -491999.687500 Penalty: 2793.220459
	Iteration 32Q: 3 clusters Score -491999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -492000.937500 Penalty: 2793.220459
	Iteration 33Q: 3 clusters Score -492000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -492001.562500 Penalty: 2793.220459
	Iteration 34Q: 3 clusters Score -492001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -492002.250000 Penalty: 2793.220459
	Iteration 35Q: 3 clusters Score -492002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -492003.718750 Penalty: 2793.220459
	Iteration 36Q: 3 clusters Score -492003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -492004.156250 Penalty: 2793.220459
	Iteration 37Q: 3 clusters Score -492004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -492004.468750 Penalty: 2793.220459
	Iteration 38Q: 3 clusters Score -492004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -492005.625000 Penalty: 2793.220459
	Iteration 39Q: 3 clusters Score -492005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -492007.125000 Penalty: 2793.220459
	Iteration 40F: 3 clusters Score -492007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -492006.843750 Penalty: 2793.220459
	Iteration 41Q: 3 clusters Score -492006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -492007.062500 Penalty: 2793.220459
	Iteration 42Q: 3 clusters Score -492007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -492007.687500 Penalty: 2793.220459
	Iteration 43Q: 3 clusters Score -492007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -492007.687500 Penalty: 2793.220459
	Iteration 44F: 3 clusters Score -492007.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -281717.625000 Penalty: 1304.464844
	Iteration 0F: 2 clusters Score -281717.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -278955.500000 Penalty: 2608.929688
	Iteration 0F: 3 clusters Score -278955.5 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -279626.812500 Penalty: 2608.929688
	Iteration 1F: 3 clusters Score -279626.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -279804.281250 Penalty: 2608.929688
	Iteration 2F: 3 clusters Score -279804.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -279940.843750 Penalty: 2608.929688
	Iteration 3F: 3 clusters Score -279940.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -280043.562500 Penalty: 2608.929688
	Iteration 4Q: 3 clusters Score -280043.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -280142.281250 Penalty: 2608.929688
	Iteration 5Q: 3 clusters Score -280142.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -280236.718750 Penalty: 2608.929688
	Iteration 6Q: 3 clusters Score -280236.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -280331.281250 Penalty: 2608.929688
	Iteration 7Q: 3 clusters Score -280331.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -280397.593750 Penalty: 2608.929688
	Iteration 8Q: 3 clusters Score -280397.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -280450.875000 Penalty: 2608.929688
	Iteration 9Q: 3 clusters Score -280450.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -280489.812500 Penalty: 2608.929688
	Iteration 10Q: 3 clusters Score -280489.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -280516.031250 Penalty: 2608.929688
	Iteration 11Q: 3 clusters Score -280516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -280538.125000 Penalty: 2608.929688
	Iteration 12Q: 3 clusters Score -280538.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -280558.031250 Penalty: 2608.929688
	Iteration 13Q: 3 clusters Score -280558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -280578.656250 Penalty: 2608.929688
	Iteration 14Q: 3 clusters Score -280578.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -280599.468750 Penalty: 2608.929688
	Iteration 15Q: 3 clusters Score -280599.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -280618.218750 Penalty: 2608.929688
	Iteration 16Q: 3 clusters Score -280618.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -280635.312500 Penalty: 2608.929688
	Iteration 17Q: 3 clusters Score -280635.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -280657.125000 Penalty: 2608.929688
	Iteration 18Q: 3 clusters Score -280657.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -280673.125000 Penalty: 2608.929688
	Iteration 19Q: 3 clusters Score -280673.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -280688.218750 Penalty: 2608.929688
	Iteration 20F: 3 clusters Score -280688.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -280700.656250 Penalty: 2608.929688
	Iteration 21Q: 3 clusters Score -280700.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -280711.375000 Penalty: 2608.929688
	Iteration 22Q: 3 clusters Score -280711.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -280722.156250 Penalty: 2608.929688
	Iteration 23Q: 3 clusters Score -280722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -280735.468750 Penalty: 2608.929688
	Iteration 24Q: 3 clusters Score -280735.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -280747.625000 Penalty: 2608.929688
	Iteration 25Q: 3 clusters Score -280747.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -280753.531250 Penalty: 2608.929688
	Iteration 26Q: 3 clusters Score -280753.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -280762.000000 Penalty: 2608.929688
	Iteration 27Q: 3 clusters Score -280762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -280772.062500 Penalty: 2608.929688
	Iteration 28Q: 3 clusters Score -280772.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -280782.500000 Penalty: 2608.929688
	Iteration 29Q: 3 clusters Score -280782.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -280796.781250 Penalty: 2608.929688
	Iteration 30Q: 3 clusters Score -280796.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -280810.343750 Penalty: 2608.929688
	Iteration 31Q: 3 clusters Score -280810.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -280826.406250 Penalty: 2608.929688
	Iteration 32Q: 3 clusters Score -280826.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -280848.500000 Penalty: 2608.929688
	Iteration 33Q: 3 clusters Score -280848.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -280876.218750 Penalty: 2608.929688
	Iteration 34Q: 3 clusters Score -280876.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -280899.187500 Penalty: 2608.929688
	Iteration 35Q: 3 clusters Score -280899.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -280917.562500 Penalty: 2608.929688
	Iteration 36Q: 3 clusters Score -280917.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -280933.187500 Penalty: 2608.929688
	Iteration 37Q: 3 clusters Score -280933.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -280944.406250 Penalty: 2608.929688
	Iteration 38Q: 3 clusters Score -280944.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -280948.968750 Penalty: 2608.929688
	Iteration 39Q: 3 clusters Score -280949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -280952.593750 Penalty: 2608.929688
	Iteration 40F: 3 clusters Score -280952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -280958.343750 Penalty: 2608.929688
	Iteration 41Q: 3 clusters Score -280958.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -280963.125000 Penalty: 2608.929688
	Iteration 42Q: 3 clusters Score -280963.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -280971.531250 Penalty: 2608.929688
	Iteration 43Q: 3 clusters Score -280971.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -280981.906250 Penalty: 2608.929688
	Iteration 44Q: 3 clusters Score -280981.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -280987.593750 Penalty: 2608.929688
	Iteration 45Q: 3 clusters Score -280987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -280989.468750 Penalty: 2608.929688
	Iteration 46Q: 3 clusters Score -280989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -280990.250000 Penalty: 2608.929688
	Iteration 47Q: 3 clusters Score -280990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -280991.375000 Penalty: 2608.929688
	Iteration 48Q: 3 clusters Score -280991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -280991.937500 Penalty: 2608.929688
	Iteration 49Q: 3 clusters Score -280991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -280992.843750 Penalty: 2608.929688
	Iteration 50Q: 3 clusters Score -280992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -280993.968750 Penalty: 2608.929688
	Iteration 51Q: 3 clusters Score -280994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -280994.718750 Penalty: 2608.929688
	Iteration 52Q: 3 clusters Score -280994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -280995.406250 Penalty: 2608.929688
	Iteration 53Q: 3 clusters Score -280995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -280995.593750 Penalty: 2608.929688
	Iteration 54Q: 3 clusters Score -280995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -280996.687500 Penalty: 2608.929688
	Iteration 55Q: 3 clusters Score -280996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -280998.218750 Penalty: 2608.929688
	Iteration 56Q: 3 clusters Score -280998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -281000.125000 Penalty: 2608.929688
	Iteration 57Q: 3 clusters Score -281000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -281000.656250 Penalty: 2608.929688
	Iteration 58Q: 3 clusters Score -281000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -281000.718750 Penalty: 2608.929688
	Iteration 59Q: 3 clusters Score -281000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -281000.718750 Penalty: 2608.929688
	Iteration 60F: 3 clusters Score -281000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -95821.515625 Penalty: 1156.282104
	Iteration 0F: 2 clusters Score -95821.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94280.710938 Penalty: 2312.564209
	Iteration 0F: 3 clusters Score -94280.71 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94741.328125 Penalty: 2312.564209
	Iteration 1F: 3 clusters Score -94741.33 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94959.664062 Penalty: 2312.564209
	Iteration 2F: 3 clusters Score -94959.66 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95083.656250 Penalty: 2312.564209
	Iteration 3F: 3 clusters Score -95083.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95149.515625 Penalty: 2312.564209
	Iteration 4Q: 3 clusters Score -95149.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -95223.906250 Penalty: 2312.564209
	Iteration 5Q: 3 clusters Score -95223.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95284.351562 Penalty: 2312.564209
	Iteration 6Q: 3 clusters Score -95284.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95329.320312 Penalty: 2312.564209
	Iteration 7Q: 3 clusters Score -95329.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95352.960938 Penalty: 2312.564209
	Iteration 8Q: 3 clusters Score -95352.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95371.429688 Penalty: 2312.564209
	Iteration 9Q: 3 clusters Score -95371.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95379.007812 Penalty: 2312.564209
	Iteration 10Q: 3 clusters Score -95379.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -95382.007812 Penalty: 2312.564209
	Iteration 11Q: 3 clusters Score -95382.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -95385.281250 Penalty: 2312.564209
	Iteration 12Q: 3 clusters Score -95385.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -95389.937500 Penalty: 2312.564209
	Iteration 13Q: 3 clusters Score -95389.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -95393.171875 Penalty: 2312.564209
	Iteration 14F: 3 clusters Score -95393.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95444.625000 Penalty: 2312.564209
	Iteration 15Q: 3 clusters Score -95444.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -95462.054688 Penalty: 2312.564209
	Iteration 16Q: 3 clusters Score -95462.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95482.265625 Penalty: 2312.564209
	Iteration 17Q: 3 clusters Score -95482.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95497.000000 Penalty: 2312.564209
	Iteration 18Q: 3 clusters Score -95497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95508.875000 Penalty: 2312.564209
	Iteration 19Q: 3 clusters Score -95508.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95518.382812 Penalty: 2312.564209
	Iteration 20F: 3 clusters Score -95518.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95525.781250 Penalty: 2312.564209
	Iteration 21Q: 3 clusters Score -95525.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95527.382812 Penalty: 2312.564209
	Iteration 22Q: 3 clusters Score -95527.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95527.382812 Penalty: 2312.564209
	Iteration 23F: 3 clusters Score -95527.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Entering Unmasked Estep 
Score: -847982.250000 Penalty: 1486.417969
	Iteration 0F: 2 clusters Score -847982.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -841160.062500 Penalty: 2972.835938
	Iteration 0F: 3 clusters Score -841160.1 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -843720.750000 Penalty: 2972.835938
	Iteration 1F: 3 clusters Score -843720.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -844423.875000 Penalty: 2972.835938
	Iteration 2F: 3 clusters Score -844423.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -845227.250000 Penalty: 2972.835938
	Iteration 3F: 3 clusters Score -845227.2 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -846063.125000 Penalty: 2972.835938
	Iteration 4F: 3 clusters Score -846063.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -846745.250000 Penalty: 2972.835938
	Iteration 5F: 3 clusters Score -846745.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -847211.500000 Penalty: 2972.835938
	Iteration 6F: 3 clusters Score -847211.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -847589.250000 Penalty: 2972.835938
	Iteration 7Q: 3 clusters Score -847589.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -847914.250000 Penalty: 2972.835938
	Iteration 8Q: 3 clusters Score -847914.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -848223.625000 Penalty: 2972.835938
	Iteration 9Q: 3 clusters Score -848223.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -848491.437500 Penalty: 2972.835938
	Iteration 10Q: 3 clusters Score -848491.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -848685.062500 Penalty: 2972.835938
	Iteration 11Q: 3 clusters Score -848685.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -848799.312500 Penalty: 2972.835938
	Iteration 12Q: 3 clusters Score -848799.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -848861.500000 Penalty: 2972.835938
	Iteration 13Q: 3 clusters Score -848861.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -848893.250000 Penalty: 2972.835938
	Iteration 14Q: 3 clusters Score -848893.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -848916.562500 Penalty: 2972.835938
	Iteration 15Q: 3 clusters Score -848916.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -848924.187500 Penalty: 2972.835938
	Iteration 16Q: 3 clusters Score -848924.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -848928.562500 Penalty: 2972.835938
	Iteration 17Q: 3 clusters Score -848928.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -848933.187500 Penalty: 2972.835938
	Iteration 18Q: 3 clusters Score -848933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -848935.250000 Penalty: 2972.835938
	Iteration 19Q: 3 clusters Score -848935.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -848936.500000 Penalty: 2972.835938
	Iteration 20F: 3 clusters Score -848936.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -848938.750000 Penalty: 2972.835938
	Iteration 21Q: 3 clusters Score -848938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -848936.375000 Penalty: 2972.835938
	Iteration 22Q: 3 clusters Score -848936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -848937.750000 Penalty: 2972.835938
	Iteration 23Q: 3 clusters Score -848937.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -848939.312500 Penalty: 2972.835938
	Iteration 24Q: 3 clusters Score -848939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -848939.937500 Penalty: 2972.835938
	Iteration 25Q: 3 clusters Score -848939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -848939.000000 Penalty: 2972.835938
	Iteration 26Q: 3 clusters Score -848939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -848938.312500 Penalty: 2972.835938
	Iteration 27Q: 3 clusters Score -848938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -848938.625000 Penalty: 2972.835938
	Iteration 28Q: 3 clusters Score -848938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -848938.625000 Penalty: 2972.835938
	Iteration 29F: 3 clusters Score -848938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 1185 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 34414 members 
Mstep: Class 30 contains 34811 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 1184 members 
Mstep: Class 33 contains 1542 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 16785 members 
Mstep: Class 37 contains 4260 members 
Mstep: Class 38 contains 1296 members 
Mstep: Class 39 contains 1296 members 
Mstep: Class 40 contains 4051 members 
Entering Unmasked Estep 
Score: -49741132.000000 Penalty: 85837.507812
Splitting cluster 28 changes total score from -49737924.000000 to -49741132.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (34414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Entering Unmasked Estep 
Score: -3266839.750000 Penalty: 1697.510498
	Iteration 0F: 2 clusters Score -3266840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3243742.000000 Penalty: 3395.020996
	Iteration 0F: 3 clusters Score -3243742 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3252752.250000 Penalty: 3395.020996
	Iteration 1F: 3 clusters Score -3252752 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3253284.000000 Penalty: 3395.020996
	Iteration 2Q: 3 clusters Score -3253284 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3253934.500000 Penalty: 3395.020996
	Iteration 3Q: 3 clusters Score -3253934 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3254847.750000 Penalty: 3395.020996
	Iteration 4F: 3 clusters Score -3254848 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3256217.500000 Penalty: 3395.020996
	Iteration 5F: 3 clusters Score -3256218 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3258016.250000 Penalty: 3395.020996
	Iteration 6F: 3 clusters Score -3258016 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3260013.000000 Penalty: 3395.020996
	Iteration 7F: 3 clusters Score -3260013 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3261905.500000 Penalty: 3395.020996
	Iteration 8F: 3 clusters Score -3261906 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3263655.500000 Penalty: 3395.020996
	Iteration 9Q: 3 clusters Score -3263656 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3265456.250000 Penalty: 3395.020996
	Iteration 10Q: 3 clusters Score -3265456 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3266253.500000 Penalty: 3395.020996
	Iteration 11Q: 3 clusters Score -3266254 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3266427.750000 Penalty: 3395.020996
	Iteration 12Q: 3 clusters Score -3266428 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3266529.000000 Penalty: 3395.020996
	Iteration 13Q: 3 clusters Score -3266529 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3266575.250000 Penalty: 3395.020996
	Iteration 14Q: 3 clusters Score -3266575 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3266601.500000 Penalty: 3395.020996
	Iteration 15Q: 3 clusters Score -3266602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3266603.500000 Penalty: 3395.020996
	Iteration 16Q: 3 clusters Score -3266604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3266606.750000 Penalty: 3395.020996
	Iteration 17Q: 3 clusters Score -3266607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3266608.250000 Penalty: 3395.020996
	Iteration 18Q: 3 clusters Score -3266608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3266609.500000 Penalty: 3395.020996
	Iteration 19Q: 3 clusters Score -3266610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3266613.750000 Penalty: 3395.020996
	Iteration 20F: 3 clusters Score -3266614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3266610.250000 Penalty: 3395.020996
	Iteration 21Q: 3 clusters Score -3266610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3266612.750000 Penalty: 3395.020996
	Iteration 22Q: 3 clusters Score -3266613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3266616.500000 Penalty: 3395.020996
	Iteration 23Q: 3 clusters Score -3266616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3266624.000000 Penalty: 3395.020996
	Iteration 24Q: 3 clusters Score -3266624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3266624.000000 Penalty: 3395.020996
	Iteration 25Q: 3 clusters Score -3266624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3266624.250000 Penalty: 3395.020996
	Iteration 26Q: 3 clusters Score -3266624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3266623.250000 Penalty: 3395.020996
	Iteration 27Q: 3 clusters Score -3266623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3266625.000000 Penalty: 3395.020996
	Iteration 28Q: 3 clusters Score -3266625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3266622.750000 Penalty: 3395.020996
	Iteration 29Q: 3 clusters Score -3266623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3266624.750000 Penalty: 3395.020996
	Iteration 30Q: 3 clusters Score -3266625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3266625.500000 Penalty: 3395.020996
	Iteration 31Q: 3 clusters Score -3266626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3266629.000000 Penalty: 3395.020996
	Iteration 32Q: 3 clusters Score -3266629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3266626.500000 Penalty: 3395.020996
	Iteration 33Q: 3 clusters Score -3266626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3266627.000000 Penalty: 3395.020996
	Iteration 34Q: 3 clusters Score -3266627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3266627.000000 Penalty: 3395.020996
	Iteration 35F: 3 clusters Score -3266627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 36970 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 54067 members 
Mstep: Class 22 contains 1185 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 5402 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 34414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49744544.000000 Penalty: 85837.507812
Iteration 79Q: 41 clusters Score -4.974454e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 56191 members 
Mstep: Class 4 contains 42814 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 2342 members 
Mstep: Class 7 contains 45889 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 37059 members 
Mstep: Class 11 contains 21668 members 
Mstep: Class 12 contains 17541 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 876 members 
Mstep: Class 15 contains 10309 members 
Mstep: Class 16 contains 10596 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 4054 members 
Mstep: Class 20 contains 36959 members 
Mstep: Class 21 contains 54386 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 1554 members 
Mstep: Class 25 contains 5492 members 
Mstep: Class 26 contains 3067 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 5242 members 
Mstep: Class 29 contains 34554 members 
Mstep: Class 30 contains 33669 members 
Mstep: Class 31 contains 4062 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 421 members 
Mstep: Class 36 contains 15787 members 
Mstep: Class 37 contains 4078 members 
Mstep: Class 38 contains 1391 members 
Mstep: Class 39 contains 1239 members 
Mstep: Class 40 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49747368.000000 Penalty: 85837.507812
Iteration 80F: 41 clusters Score -4.974737e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 56138 members 
Mstep: Class 4 contains 42622 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 45554 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1376 members 
Mstep: Class 10 contains 37010 members 
Mstep: Class 11 contains 21665 members 
Mstep: Class 12 contains 17360 members 
Mstep: Class 13 contains 22597 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 10628 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 1830 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 36827 members 
Mstep: Class 21 contains 54170 members 
Mstep: Class 22 contains 1301 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 1612 members 
Mstep: Class 25 contains 5320 members 
Mstep: Class 26 contains 3011 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 5082 members 
Mstep: Class 29 contains 34522 members 
Mstep: Class 30 contains 34312 members 
Mstep: Class 31 contains 4267 members 
Mstep: Class 32 contains 1207 members 
Mstep: Class 33 contains 1476 members 
Mstep: Class 34 contains 2457 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 15808 members 
Mstep: Class 37 contains 4066 members 
Mstep: Class 38 contains 1494 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49748852.000000 Penalty: 85837.507812
Iteration 81Q: 41 clusters Score -4.974885e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 1888 members 
Mstep: Class 3 contains 55982 members 
Mstep: Class 4 contains 42489 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1374 members 
Mstep: Class 10 contains 37012 members 
Mstep: Class 11 contains 21627 members 
Mstep: Class 12 contains 17219 members 
Mstep: Class 13 contains 22513 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 10935 members 
Mstep: Class 16 contains 10297 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 4194 members 
Mstep: Class 20 contains 36745 members 
Mstep: Class 21 contains 53875 members 
Mstep: Class 22 contains 1312 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 1649 members 
Mstep: Class 25 contains 5223 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 1219 members 
Mstep: Class 28 contains 5045 members 
Mstep: Class 29 contains 34484 members 
Mstep: Class 30 contains 35031 members 
Mstep: Class 31 contains 4397 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 2503 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 15757 members 
Mstep: Class 37 contains 4031 members 
Mstep: Class 38 contains 1582 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49750424.000000 Penalty: 85837.507812
Iteration 82Q: 41 clusters Score -4.975042e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1940 members 
Mstep: Class 3 contains 55873 members 
Mstep: Class 4 contains 42406 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 44874 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 37025 members 
Mstep: Class 11 contains 21593 members 
Mstep: Class 12 contains 17080 members 
Mstep: Class 13 contains 22449 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 11235 members 
Mstep: Class 16 contains 10283 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 4246 members 
Mstep: Class 20 contains 36693 members 
Mstep: Class 21 contains 53572 members 
Mstep: Class 22 contains 1321 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 1664 members 
Mstep: Class 25 contains 5151 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 5022 members 
Mstep: Class 29 contains 34461 members 
Mstep: Class 30 contains 35649 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 1313 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 2533 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 15668 members 
Mstep: Class 37 contains 3998 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 1288 members 
Mstep: Class 40 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49751376.000000 Penalty: 85837.507812
Iteration 83Q: 41 clusters Score -4.975138e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 1972 members 
Mstep: Class 3 contains 55763 members 
Mstep: Class 4 contains 42368 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 44613 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1369 members 
Mstep: Class 10 contains 37030 members 
Mstep: Class 11 contains 21552 members 
Mstep: Class 12 contains 17002 members 
Mstep: Class 13 contains 22408 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 11493 members 
Mstep: Class 16 contains 10337 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 36641 members 
Mstep: Class 21 contains 53303 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 1673 members 
Mstep: Class 25 contains 5104 members 
Mstep: Class 26 contains 2945 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 5019 members 
Mstep: Class 29 contains 34430 members 
Mstep: Class 30 contains 36115 members 
Mstep: Class 31 contains 4574 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 2555 members 
Mstep: Class 35 contains 475 members 
Mstep: Class 36 contains 15588 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 1758 members 
Mstep: Class 39 contains 1293 members 
Mstep: Class 40 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49751920.000000 Penalty: 85837.507812
Iteration 84Q: 41 clusters Score -4.975192e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 55657 members 
Mstep: Class 4 contains 42322 members 
Mstep: Class 5 contains 1837 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 44442 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 37035 members 
Mstep: Class 11 contains 21511 members 
Mstep: Class 12 contains 16946 members 
Mstep: Class 13 contains 22361 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 10414 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 36611 members 
Mstep: Class 21 contains 53093 members 
Mstep: Class 22 contains 1327 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 5058 members 
Mstep: Class 26 contains 2927 members 
Mstep: Class 27 contains 1220 members 
Mstep: Class 28 contains 5013 members 
Mstep: Class 29 contains 34402 members 
Mstep: Class 30 contains 36418 members 
Mstep: Class 31 contains 4626 members 
Mstep: Class 32 contains 1386 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 2576 members 
Mstep: Class 35 contains 482 members 
Mstep: Class 36 contains 15498 members 
Mstep: Class 37 contains 3919 members 
Mstep: Class 38 contains 1838 members 
Mstep: Class 39 contains 1292 members 
Mstep: Class 40 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49752696.000000 Penalty: 85837.507812
Iteration 85Q: 41 clusters Score -4.97527e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 2029 members 
Mstep: Class 3 contains 55623 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 44348 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1362 members 
Mstep: Class 10 contains 37037 members 
Mstep: Class 11 contains 21486 members 
Mstep: Class 12 contains 16887 members 
Mstep: Class 13 contains 22325 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 10469 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 36598 members 
Mstep: Class 21 contains 52950 members 
Mstep: Class 22 contains 1339 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 5023 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 1220 members 
Mstep: Class 28 contains 4996 members 
Mstep: Class 29 contains 34362 members 
Mstep: Class 30 contains 36494 members 
Mstep: Class 31 contains 4670 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 1476 members 
Mstep: Class 34 contains 2600 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 15411 members 
Mstep: Class 37 contains 3898 members 
Mstep: Class 38 contains 1888 members 
Mstep: Class 39 contains 1290 members 
Mstep: Class 40 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49753344.000000 Penalty: 85837.507812
Iteration 86Q: 41 clusters Score -4.975334e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 55566 members 
Mstep: Class 4 contains 42280 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 44294 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 37054 members 
Mstep: Class 11 contains 21462 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 22286 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 12168 members 
Mstep: Class 16 contains 10532 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 36581 members 
Mstep: Class 21 contains 52869 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 1744 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 4979 members 
Mstep: Class 29 contains 34322 members 
Mstep: Class 30 contains 36533 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 2616 members 
Mstep: Class 35 contains 494 members 
Mstep: Class 36 contains 15333 members 
Mstep: Class 37 contains 3878 members 
Mstep: Class 38 contains 1931 members 
Mstep: Class 39 contains 1292 members 
Mstep: Class 40 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49753516.000000 Penalty: 85837.507812
Iteration 87Q: 41 clusters Score -4.975352e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 55511 members 
Mstep: Class 4 contains 42263 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 44285 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 37058 members 
Mstep: Class 11 contains 21440 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 22265 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 12353 members 
Mstep: Class 16 contains 10598 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 4372 members 
Mstep: Class 20 contains 36584 members 
Mstep: Class 21 contains 52841 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 4978 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 1219 members 
Mstep: Class 28 contains 4968 members 
Mstep: Class 29 contains 34288 members 
Mstep: Class 30 contains 36438 members 
Mstep: Class 31 contains 4725 members 
Mstep: Class 32 contains 1427 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 2629 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 15265 members 
Mstep: Class 37 contains 3865 members 
Mstep: Class 38 contains 1974 members 
Mstep: Class 39 contains 1298 members 
Mstep: Class 40 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49753688.000000 Penalty: 85837.507812
Iteration 88Q: 41 clusters Score -4.975369e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 55442 members 
Mstep: Class 4 contains 42266 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44280 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1352 members 
Mstep: Class 10 contains 37054 members 
Mstep: Class 11 contains 21419 members 
Mstep: Class 12 contains 16748 members 
Mstep: Class 13 contains 22241 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 12530 members 
Mstep: Class 16 contains 10694 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 4378 members 
Mstep: Class 20 contains 36587 members 
Mstep: Class 21 contains 52823 members 
Mstep: Class 22 contains 1353 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 4956 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 4940 members 
Mstep: Class 29 contains 34236 members 
Mstep: Class 30 contains 36319 members 
Mstep: Class 31 contains 4747 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 1469 members 
Mstep: Class 34 contains 2642 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 15204 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 2013 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49753992.000000 Penalty: 85837.507812
Iteration 89Q: 41 clusters Score -4.975399e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 55401 members 
Mstep: Class 4 contains 42246 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 44268 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 37051 members 
Mstep: Class 11 contains 21412 members 
Mstep: Class 12 contains 16719 members 
Mstep: Class 13 contains 22232 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 12691 members 
Mstep: Class 16 contains 10750 members 
Mstep: Class 17 contains 1799 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 4383 members 
Mstep: Class 20 contains 36597 members 
Mstep: Class 21 contains 52795 members 
Mstep: Class 22 contains 1346 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 1820 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 4924 members 
Mstep: Class 29 contains 34173 members 
Mstep: Class 30 contains 36261 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 1447 members 
Mstep: Class 33 contains 1469 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 15159 members 
Mstep: Class 37 contains 3853 members 
Mstep: Class 38 contains 2040 members 
Mstep: Class 39 contains 1322 members 
Mstep: Class 40 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754024.000000 Penalty: 85837.507812
Iteration 90Q: 41 clusters Score -4.975402e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 55362 members 
Mstep: Class 4 contains 42243 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 44252 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 37057 members 
Mstep: Class 11 contains 21399 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 10790 members 
Mstep: Class 17 contains 1799 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 36589 members 
Mstep: Class 21 contains 52765 members 
Mstep: Class 22 contains 1341 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 1837 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 34140 members 
Mstep: Class 30 contains 36244 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 2658 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 15111 members 
Mstep: Class 37 contains 3846 members 
Mstep: Class 38 contains 2061 members 
Mstep: Class 39 contains 1336 members 
Mstep: Class 40 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754120.000000 Penalty: 85837.507812
Iteration 91Q: 41 clusters Score -4.975412e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 55314 members 
Mstep: Class 4 contains 42253 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44231 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1342 members 
Mstep: Class 10 contains 37066 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 16685 members 
Mstep: Class 13 contains 22214 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 10826 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 36580 members 
Mstep: Class 21 contains 52746 members 
Mstep: Class 22 contains 1343 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 1845 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2916 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 34118 members 
Mstep: Class 30 contains 36212 members 
Mstep: Class 31 contains 4783 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 2664 members 
Mstep: Class 35 contains 499 members 
Mstep: Class 36 contains 15035 members 
Mstep: Class 37 contains 3843 members 
Mstep: Class 38 contains 2086 members 
Mstep: Class 39 contains 1342 members 
Mstep: Class 40 contains 4673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754212.000000 Penalty: 85837.507812
Iteration 92Q: 41 clusters Score -4.975421e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 55267 members 
Mstep: Class 4 contains 42269 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44214 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 37072 members 
Mstep: Class 11 contains 21398 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 13 contains 22207 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 10864 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 36569 members 
Mstep: Class 21 contains 52709 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2913 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 4904 members 
Mstep: Class 29 contains 34094 members 
Mstep: Class 30 contains 36202 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 2675 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 14975 members 
Mstep: Class 37 contains 3841 members 
Mstep: Class 38 contains 2106 members 
Mstep: Class 39 contains 1349 members 
Mstep: Class 40 contains 4672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754204.000000 Penalty: 85837.507812
Iteration 93Q: 41 clusters Score -4.97542e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 55230 members 
Mstep: Class 4 contains 42278 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44202 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 37076 members 
Mstep: Class 11 contains 21399 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 22191 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13146 members 
Mstep: Class 16 contains 10898 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 36577 members 
Mstep: Class 21 contains 52674 members 
Mstep: Class 22 contains 1343 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 1877 members 
Mstep: Class 25 contains 4897 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1216 members 
Mstep: Class 28 contains 4895 members 
Mstep: Class 29 contains 34070 members 
Mstep: Class 30 contains 36192 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 2681 members 
Mstep: Class 35 contains 504 members 
Mstep: Class 36 contains 14928 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 2128 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 4678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754408.000000 Penalty: 85837.507812
Iteration 94Q: 41 clusters Score -4.975441e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 2143 members 
Mstep: Class 3 contains 55202 members 
Mstep: Class 4 contains 42273 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 44190 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 37086 members 
Mstep: Class 11 contains 21394 members 
Mstep: Class 12 contains 16638 members 
Mstep: Class 13 contains 22180 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13214 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 36584 members 
Mstep: Class 21 contains 52645 members 
Mstep: Class 22 contains 1334 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 1901 members 
Mstep: Class 25 contains 4897 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 1216 members 
Mstep: Class 28 contains 4888 members 
Mstep: Class 29 contains 34048 members 
Mstep: Class 30 contains 36197 members 
Mstep: Class 31 contains 4812 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 2686 members 
Mstep: Class 35 contains 506 members 
Mstep: Class 36 contains 14896 members 
Mstep: Class 37 contains 3835 members 
Mstep: Class 38 contains 2142 members 
Mstep: Class 39 contains 1380 members 
Mstep: Class 40 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754488.000000 Penalty: 85837.507812
Iteration 95Q: 41 clusters Score -4.975449e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 2148 members 
Mstep: Class 3 contains 55169 members 
Mstep: Class 4 contains 42272 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 44177 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 37096 members 
Mstep: Class 11 contains 21388 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 22169 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 10955 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 36596 members 
Mstep: Class 21 contains 52614 members 
Mstep: Class 22 contains 1316 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 1921 members 
Mstep: Class 25 contains 4894 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1216 members 
Mstep: Class 28 contains 4876 members 
Mstep: Class 29 contains 34029 members 
Mstep: Class 30 contains 36204 members 
Mstep: Class 31 contains 4817 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 2690 members 
Mstep: Class 35 contains 508 members 
Mstep: Class 36 contains 14862 members 
Mstep: Class 37 contains 3831 members 
Mstep: Class 38 contains 2154 members 
Mstep: Class 39 contains 1402 members 
Mstep: Class 40 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754588.000000 Penalty: 85837.507812
Iteration 96Q: 41 clusters Score -4.975459e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 2152 members 
Mstep: Class 3 contains 55152 members 
Mstep: Class 4 contains 42280 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 44162 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37107 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 16618 members 
Mstep: Class 13 contains 22155 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13342 members 
Mstep: Class 16 contains 10974 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 36602 members 
Mstep: Class 21 contains 52577 members 
Mstep: Class 22 contains 1308 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 1949 members 
Mstep: Class 25 contains 4890 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 1216 members 
Mstep: Class 28 contains 4869 members 
Mstep: Class 29 contains 33993 members 
Mstep: Class 30 contains 36213 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 2692 members 
Mstep: Class 35 contains 507 members 
Mstep: Class 36 contains 14836 members 
Mstep: Class 37 contains 3830 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 1417 members 
Mstep: Class 40 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754624.000000 Penalty: 85837.507812
Iteration 97Q: 41 clusters Score -4.975462e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 2154 members 
Mstep: Class 3 contains 55139 members 
Mstep: Class 4 contains 42285 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 44157 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37107 members 
Mstep: Class 11 contains 21396 members 
Mstep: Class 12 contains 16613 members 
Mstep: Class 13 contains 22153 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 13387 members 
Mstep: Class 16 contains 10991 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 36593 members 
Mstep: Class 21 contains 52542 members 
Mstep: Class 22 contains 1304 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 4885 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4849 members 
Mstep: Class 29 contains 33976 members 
Mstep: Class 30 contains 36209 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 2692 members 
Mstep: Class 35 contains 504 members 
Mstep: Class 36 contains 14822 members 
Mstep: Class 37 contains 3828 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 1430 members 
Mstep: Class 40 contains 4644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754640.000000 Penalty: 85837.507812
Iteration 98Q: 41 clusters Score -4.975464e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 55136 members 
Mstep: Class 4 contains 42289 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 44146 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37117 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 16608 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 13429 members 
Mstep: Class 16 contains 10999 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 36594 members 
Mstep: Class 21 contains 52505 members 
Mstep: Class 22 contains 1304 members 
Mstep: Class 23 contains 5738 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 4881 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 33957 members 
Mstep: Class 30 contains 36222 members 
Mstep: Class 31 contains 4825 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 1465 members 
Mstep: Class 34 contains 2692 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 14809 members 
Mstep: Class 37 contains 3825 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 1432 members 
Mstep: Class 40 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754756.000000 Penalty: 85837.507812
Iteration 99Q: 41 clusters Score -4.975476e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 55125 members 
Mstep: Class 4 contains 42284 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 44143 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37133 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 16606 members 
Mstep: Class 13 contains 22138 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13478 members 
Mstep: Class 16 contains 11020 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 36600 members 
Mstep: Class 21 contains 52487 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 2049 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 33923 members 
Mstep: Class 30 contains 36220 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 1465 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 14792 members 
Mstep: Class 37 contains 3818 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 1435 members 
Mstep: Class 40 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754876.000000 Penalty: 85837.507812
Iteration 100F: 41 clusters Score -4.975488e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 2176 members 
Mstep: Class 3 contains 55119 members 
Mstep: Class 4 contains 42287 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 44136 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37140 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13513 members 
Mstep: Class 16 contains 11025 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 36596 members 
Mstep: Class 21 contains 52470 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 36211 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 1463 members 
Mstep: Class 33 contains 1465 members 
Mstep: Class 34 contains 2698 members 
Mstep: Class 35 contains 510 members 
Mstep: Class 36 contains 14792 members 
Mstep: Class 37 contains 3811 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 1465 members 
Mstep: Class 40 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49754956.000000 Penalty: 85837.507812
Iteration 101Q: 41 clusters Score -4.975496e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 55108 members 
Mstep: Class 4 contains 42290 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 44128 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37143 members 
Mstep: Class 11 contains 21388 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 13 contains 22132 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13551 members 
Mstep: Class 16 contains 11030 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 36588 members 
Mstep: Class 21 contains 52461 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 4888 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4767 members 
Mstep: Class 29 contains 33883 members 
Mstep: Class 30 contains 36209 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 2702 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 14778 members 
Mstep: Class 37 contains 3811 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 1481 members 
Mstep: Class 40 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755052.000000 Penalty: 85837.507812
Iteration 102Q: 41 clusters Score -4.975505e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 55105 members 
Mstep: Class 4 contains 42291 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37143 members 
Mstep: Class 11 contains 21389 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13584 members 
Mstep: Class 16 contains 11032 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 36590 members 
Mstep: Class 21 contains 52452 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2120 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 33867 members 
Mstep: Class 30 contains 36194 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 2706 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 14764 members 
Mstep: Class 37 contains 3811 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 1488 members 
Mstep: Class 40 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755316.000000 Penalty: 85837.507812
Iteration 103Q: 41 clusters Score -4.975532e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 3 contains 55095 members 
Mstep: Class 4 contains 42290 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 44109 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37140 members 
Mstep: Class 11 contains 21388 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 22135 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13623 members 
Mstep: Class 16 contains 11031 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 36587 members 
Mstep: Class 21 contains 52438 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 33861 members 
Mstep: Class 30 contains 36198 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1462 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 2711 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 14745 members 
Mstep: Class 37 contains 3804 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 1482 members 
Mstep: Class 40 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755440.000000 Penalty: 85837.507812
Iteration 104Q: 41 clusters Score -4.975544e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 55076 members 
Mstep: Class 4 contains 42288 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 44103 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37145 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 16594 members 
Mstep: Class 13 contains 22133 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13656 members 
Mstep: Class 16 contains 11041 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 36578 members 
Mstep: Class 21 contains 52421 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4730 members 
Mstep: Class 29 contains 33857 members 
Mstep: Class 30 contains 36205 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1462 members 
Mstep: Class 33 contains 1476 members 
Mstep: Class 34 contains 2716 members 
Mstep: Class 35 contains 549 members 
Mstep: Class 36 contains 14717 members 
Mstep: Class 37 contains 3789 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755412.000000 Penalty: 85837.507812
Iteration 105Q: 41 clusters Score -4.975541e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 55056 members 
Mstep: Class 4 contains 42282 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 44100 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37148 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 16596 members 
Mstep: Class 13 contains 22132 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13678 members 
Mstep: Class 16 contains 11060 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 52410 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2170 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4734 members 
Mstep: Class 29 contains 33848 members 
Mstep: Class 30 contains 36208 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1476 members 
Mstep: Class 34 contains 2721 members 
Mstep: Class 35 contains 567 members 
Mstep: Class 36 contains 14698 members 
Mstep: Class 37 contains 3780 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 1468 members 
Mstep: Class 40 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755576.000000 Penalty: 85837.507812
Iteration 106Q: 41 clusters Score -4.975558e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 55038 members 
Mstep: Class 4 contains 42279 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44096 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37152 members 
Mstep: Class 11 contains 21402 members 
Mstep: Class 12 contains 16591 members 
Mstep: Class 13 contains 22130 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 13702 members 
Mstep: Class 16 contains 11088 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36582 members 
Mstep: Class 21 contains 52391 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 4921 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 33828 members 
Mstep: Class 30 contains 36204 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1449 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 2727 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 14688 members 
Mstep: Class 37 contains 3770 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 1458 members 
Mstep: Class 40 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755628.000000 Penalty: 85837.507812
Iteration 107Q: 41 clusters Score -4.975563e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 55018 members 
Mstep: Class 4 contains 42278 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44090 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37159 members 
Mstep: Class 11 contains 21417 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 22125 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 13712 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 4442 members 
Mstep: Class 20 contains 36582 members 
Mstep: Class 21 contains 52369 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2210 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 33809 members 
Mstep: Class 30 contains 36212 members 
Mstep: Class 31 contains 4836 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 2733 members 
Mstep: Class 35 contains 605 members 
Mstep: Class 36 contains 14681 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 2174 members 
Mstep: Class 39 contains 1445 members 
Mstep: Class 40 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755796.000000 Penalty: 85837.507812
Iteration 108Q: 41 clusters Score -4.97558e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 54997 members 
Mstep: Class 4 contains 42279 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 44082 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37166 members 
Mstep: Class 11 contains 21429 members 
Mstep: Class 12 contains 16570 members 
Mstep: Class 13 contains 22120 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 13724 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36570 members 
Mstep: Class 21 contains 52354 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 4908 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 33792 members 
Mstep: Class 30 contains 36235 members 
Mstep: Class 31 contains 4840 members 
Mstep: Class 32 contains 1451 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 619 members 
Mstep: Class 36 contains 14676 members 
Mstep: Class 37 contains 3755 members 
Mstep: Class 38 contains 2175 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755908.000000 Penalty: 85837.507812
Iteration 109Q: 41 clusters Score -4.975591e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 54975 members 
Mstep: Class 4 contains 42275 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 44081 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37165 members 
Mstep: Class 11 contains 21432 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 22117 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 13736 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 36565 members 
Mstep: Class 21 contains 52340 members 
Mstep: Class 22 contains 1295 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4728 members 
Mstep: Class 29 contains 33778 members 
Mstep: Class 30 contains 36242 members 
Mstep: Class 31 contains 4839 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 14672 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 2177 members 
Mstep: Class 39 contains 1423 members 
Mstep: Class 40 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756132.000000 Penalty: 85837.507812
Iteration 110Q: 41 clusters Score -4.975613e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 54944 members 
Mstep: Class 4 contains 42277 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 44081 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37167 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 22115 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 13749 members 
Mstep: Class 16 contains 11143 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36564 members 
Mstep: Class 21 contains 52329 members 
Mstep: Class 22 contains 1303 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 33768 members 
Mstep: Class 30 contains 36237 members 
Mstep: Class 31 contains 4842 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 1481 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 14671 members 
Mstep: Class 37 contains 3750 members 
Mstep: Class 38 contains 2179 members 
Mstep: Class 39 contains 1415 members 
Mstep: Class 40 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756092.000000 Penalty: 85837.507812
Iteration 111Q: 41 clusters Score -4.975609e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 54923 members 
Mstep: Class 4 contains 42276 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 44074 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37170 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 12 contains 16549 members 
Mstep: Class 13 contains 22113 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 13761 members 
Mstep: Class 16 contains 11172 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 36574 members 
Mstep: Class 21 contains 52314 members 
Mstep: Class 22 contains 1301 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 2247 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 33743 members 
Mstep: Class 30 contains 36240 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 1481 members 
Mstep: Class 34 contains 2743 members 
Mstep: Class 35 contains 651 members 
Mstep: Class 36 contains 14673 members 
Mstep: Class 37 contains 3747 members 
Mstep: Class 38 contains 2180 members 
Mstep: Class 39 contains 1415 members 
Mstep: Class 40 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756172.000000 Penalty: 85837.507812
Iteration 112Q: 41 clusters Score -4.975617e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 54913 members 
Mstep: Class 4 contains 42270 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 44075 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37171 members 
Mstep: Class 11 contains 21438 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 22114 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 13771 members 
Mstep: Class 16 contains 11193 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 36580 members 
Mstep: Class 21 contains 52297 members 
Mstep: Class 22 contains 1295 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2253 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 33723 members 
Mstep: Class 30 contains 36237 members 
Mstep: Class 31 contains 4851 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2745 members 
Mstep: Class 35 contains 656 members 
Mstep: Class 36 contains 14672 members 
Mstep: Class 37 contains 3744 members 
Mstep: Class 38 contains 2184 members 
Mstep: Class 39 contains 1416 members 
Mstep: Class 40 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756152.000000 Penalty: 85837.507812
Iteration 113Q: 41 clusters Score -4.975615e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 54908 members 
Mstep: Class 4 contains 42260 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 44077 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37172 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 12 contains 16536 members 
Mstep: Class 13 contains 22112 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 11206 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 36583 members 
Mstep: Class 21 contains 52276 members 
Mstep: Class 22 contains 1296 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2256 members 
Mstep: Class 25 contains 4893 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 33718 members 
Mstep: Class 30 contains 36244 members 
Mstep: Class 31 contains 4854 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2746 members 
Mstep: Class 35 contains 664 members 
Mstep: Class 36 contains 14673 members 
Mstep: Class 37 contains 3742 members 
Mstep: Class 38 contains 2184 members 
Mstep: Class 39 contains 1411 members 
Mstep: Class 40 contains 4594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756232.000000 Penalty: 85837.507812
Iteration 114Q: 41 clusters Score -4.975623e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 54902 members 
Mstep: Class 4 contains 42255 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 44075 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37174 members 
Mstep: Class 11 contains 21442 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 22108 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13792 members 
Mstep: Class 16 contains 11219 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 36575 members 
Mstep: Class 21 contains 52262 members 
Mstep: Class 22 contains 1296 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 4889 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4728 members 
Mstep: Class 29 contains 33710 members 
Mstep: Class 30 contains 36243 members 
Mstep: Class 31 contains 4857 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2746 members 
Mstep: Class 35 contains 666 members 
Mstep: Class 36 contains 14672 members 
Mstep: Class 37 contains 3740 members 
Mstep: Class 38 contains 2185 members 
Mstep: Class 39 contains 1407 members 
Mstep: Class 40 contains 4592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756248.000000 Penalty: 85837.507812
Iteration 115Q: 41 clusters Score -4.975625e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 54889 members 
Mstep: Class 4 contains 42252 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 44072 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37174 members 
Mstep: Class 11 contains 21445 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 22106 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 13802 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 36574 members 
Mstep: Class 21 contains 52251 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 4888 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4730 members 
Mstep: Class 29 contains 33704 members 
Mstep: Class 30 contains 36246 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1499 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2746 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 14664 members 
Mstep: Class 37 contains 3738 members 
Mstep: Class 38 contains 2186 members 
Mstep: Class 39 contains 1405 members 
Mstep: Class 40 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756272.000000 Penalty: 85837.507812
Iteration 116Q: 41 clusters Score -4.975627e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 54870 members 
Mstep: Class 4 contains 42250 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 44067 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37176 members 
Mstep: Class 11 contains 21445 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 22108 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13810 members 
Mstep: Class 16 contains 11248 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 36572 members 
Mstep: Class 21 contains 52247 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 33701 members 
Mstep: Class 30 contains 36251 members 
Mstep: Class 31 contains 4858 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2746 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 14659 members 
Mstep: Class 37 contains 3735 members 
Mstep: Class 38 contains 2188 members 
Mstep: Class 39 contains 1403 members 
Mstep: Class 40 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756336.000000 Penalty: 85837.507812
Iteration 117Q: 41 clusters Score -4.975634e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 54854 members 
Mstep: Class 4 contains 42246 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 44062 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37172 members 
Mstep: Class 11 contains 21447 members 
Mstep: Class 12 contains 16534 members 
Mstep: Class 13 contains 22111 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 11260 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 36574 members 
Mstep: Class 21 contains 52232 members 
Mstep: Class 22 contains 1301 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4741 members 
Mstep: Class 29 contains 33696 members 
Mstep: Class 30 contains 36266 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1510 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2747 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 4589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756284.000000 Penalty: 85837.507812
Iteration 118Q: 41 clusters Score -4.975628e+07 nChanged 116
Entering ConstructFrom: 
Score: -49756284.000000 Penalty: 85837.507812
Entering ConstructFrom: 
Trying to split cluster 1 (37775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Entering Unmasked Estep 
Score: -3699936.500000 Penalty: 1712.652954
	Iteration 0F: 2 clusters Score -3699936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3677363.000000 Penalty: 3425.305908
	Iteration 0F: 3 clusters Score -3677363 nChanged 17622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3686959.250000 Penalty: 3425.305908
	Iteration 1F: 3 clusters Score -3686959 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3687411.250000 Penalty: 3425.305908
	Iteration 2Q: 3 clusters Score -3687411 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3687859.250000 Penalty: 3425.305908
	Iteration 3Q: 3 clusters Score -3687859 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3688410.250000 Penalty: 3425.305908
	Iteration 4Q: 3 clusters Score -3688410 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3689148.500000 Penalty: 3425.305908
	Iteration 5Q: 3 clusters Score -3689148 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3690250.250000 Penalty: 3425.305908
	Iteration 6F: 3 clusters Score -3690250 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3691829.500000 Penalty: 3425.305908
	Iteration 7F: 3 clusters Score -3691830 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3694134.000000 Penalty: 3425.305908
	Iteration 8F: 3 clusters Score -3694134 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -3696621.000000 Penalty: 3425.305908
	Iteration 9F: 3 clusters Score -3696621 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3697971.250000 Penalty: 3425.305908
	Iteration 10F: 3 clusters Score -3697971 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3698302.750000 Penalty: 3425.305908
	Iteration 11Q: 3 clusters Score -3698303 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3698370.500000 Penalty: 3425.305908
	Iteration 12Q: 3 clusters Score -3698370 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -3698427.500000 Penalty: 3425.305908
	Iteration 13Q: 3 clusters Score -3698428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3698448.000000 Penalty: 3425.305908
	Iteration 14Q: 3 clusters Score -3698448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -3698468.000000 Penalty: 3425.305908
	Iteration 15Q: 3 clusters Score -3698468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -3698483.250000 Penalty: 3425.305908
	Iteration 16Q: 3 clusters Score -3698483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -3698492.250000 Penalty: 3425.305908
	Iteration 17Q: 3 clusters Score -3698492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -3698504.500000 Penalty: 3425.305908
	Iteration 18Q: 3 clusters Score -3698504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -3698510.500000 Penalty: 3425.305908
	Iteration 19Q: 3 clusters Score -3698510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -3698519.250000 Penalty: 3425.305908
	Iteration 20F: 3 clusters Score -3698519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -3698528.500000 Penalty: 3425.305908
	Iteration 21Q: 3 clusters Score -3698528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -3698528.000000 Penalty: 3425.305908
	Iteration 22Q: 3 clusters Score -3698528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -3698533.000000 Penalty: 3425.305908
	Iteration 23Q: 3 clusters Score -3698533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -3698538.000000 Penalty: 3425.305908
	Iteration 24Q: 3 clusters Score -3698538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -3698539.500000 Penalty: 3425.305908
	Iteration 25Q: 3 clusters Score -3698540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -3698542.250000 Penalty: 3425.305908
	Iteration 26Q: 3 clusters Score -3698542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -3698542.250000 Penalty: 3425.305908
	Iteration 27Q: 3 clusters Score -3698542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -3698542.250000 Penalty: 3425.305908
	Iteration 28F: 3 clusters Score -3698542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -208686.078125 Penalty: 1252.178345
	Iteration 0F: 2 clusters Score -208686.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206461.625000 Penalty: 2504.356689
	Iteration 0F: 3 clusters Score -206461.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -206918.562500 Penalty: 2504.356689
	Iteration 1F: 3 clusters Score -206918.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -207000.671875 Penalty: 2504.356689
	Iteration 2F: 3 clusters Score -207000.7 nChanged 79
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: -207043.546875 Penalty: 2504.356689
	Iteration 3Q: 3 clusters Score -207043.5 nChanged 59
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: -207074.687500 Penalty: 2504.356689
	Iteration 4Q: 3 clusters Score -207074.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -207100.546875 Penalty: 2504.356689
	Iteration 5Q: 3 clusters Score -207100.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -207110.187500 Penalty: 2504.356689
	Iteration 6Q: 3 clusters Score -207110.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -207119.031250 Penalty: 2504.356689
	Iteration 7Q: 3 clusters Score -207119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -207127.328125 Penalty: 2504.356689
	Iteration 8Q: 3 clusters Score -207127.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -207136.656250 Penalty: 2504.356689
	Iteration 9Q: 3 clusters Score -207136.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -207143.296875 Penalty: 2504.356689
	Iteration 10Q: 3 clusters Score -207143.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -207150.781250 Penalty: 2504.356689
	Iteration 11Q: 3 clusters Score -207150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -207151.843750 Penalty: 2504.356689
	Iteration 12Q: 3 clusters Score -207151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -207153.000000 Penalty: 2504.356689
	Iteration 13Q: 3 clusters Score -207153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -207154.734375 Penalty: 2504.356689
	Iteration 14Q: 3 clusters Score -207154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -207155.968750 Penalty: 2504.356689
	Iteration 15Q: 3 clusters Score -207156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -207156.656250 Penalty: 2504.356689
	Iteration 16Q: 3 clusters Score -207156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -207157.234375 Penalty: 2504.356689
	Iteration 17Q: 3 clusters Score -207157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -207158.640625 Penalty: 2504.356689
	Iteration 18Q: 3 clusters Score -207158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -207159.562500 Penalty: 2504.356689
	Iteration 19Q: 3 clusters Score -207159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -207161.359375 Penalty: 2504.356689
	Iteration 20F: 3 clusters Score -207161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -207164.031250 Penalty: 2504.356689
	Iteration 21Q: 3 clusters Score -207164 nChanged 4
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: -207164.640625 Penalty: 2504.356689
	Iteration 22Q: 3 clusters Score -207164.6 nChanged 4
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: -207166.000000 Penalty: 2504.356689
	Iteration 23Q: 3 clusters Score -207166 nChanged 6
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: -207168.296875 Penalty: 2504.356689
	Iteration 24Q: 3 clusters Score -207168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -207169.171875 Penalty: 2504.356689
	Iteration 25Q: 3 clusters Score -207169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -207169.171875 Penalty: 2504.356689
	Iteration 26F: 3 clusters Score -207169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Entering Unmasked Estep 
Score: -5124666.000000 Penalty: 1773.237305
	Iteration 0F: 2 clusters Score -5124666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -5099753.000000 Penalty: 3546.474609
	Iteration 0F: 3 clusters Score -5099753 nChanged 25771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5114495.500000 Penalty: 3546.474609
	Iteration 1F: 3 clusters Score -5114496 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5115169.500000 Penalty: 3546.474609
	Iteration 2Q: 3 clusters Score -5115170 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5115886.500000 Penalty: 3546.474609
	Iteration 3Q: 3 clusters Score -5115886 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5116633.000000 Penalty: 3546.474609
	Iteration 4Q: 3 clusters Score -5116633 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -5117488.000000 Penalty: 3546.474609
	Iteration 5Q: 3 clusters Score -5117488 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -5118428.500000 Penalty: 3546.474609
	Iteration 6F: 3 clusters Score -5118428 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5118785.500000 Penalty: 3546.474609
	Iteration 7F: 3 clusters Score -5118786 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5119491.500000 Penalty: 3546.474609
	Iteration 8Q: 3 clusters Score -5119492 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5120693.000000 Penalty: 3546.474609
	Iteration 9Q: 3 clusters Score -5120693 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -5121842.000000 Penalty: 3546.474609
	Iteration 10Q: 3 clusters Score -5121842 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -5122642.500000 Penalty: 3546.474609
	Iteration 11Q: 3 clusters Score -5122642 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5123097.000000 Penalty: 3546.474609
	Iteration 12Q: 3 clusters Score -5123097 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -5123386.500000 Penalty: 3546.474609
	Iteration 13Q: 3 clusters Score -5123386 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5123801.500000 Penalty: 3546.474609
	Iteration 14Q: 3 clusters Score -5123802 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -5124012.000000 Penalty: 3546.474609
	Iteration 15Q: 3 clusters Score -5124012 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -5124095.500000 Penalty: 3546.474609
	Iteration 16Q: 3 clusters Score -5124096 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5124168.500000 Penalty: 3546.474609
	Iteration 17Q: 3 clusters Score -5124168 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -5124230.000000 Penalty: 3546.474609
	Iteration 18Q: 3 clusters Score -5124230 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5124265.000000 Penalty: 3546.474609
	Iteration 19Q: 3 clusters Score -5124265 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -5124333.500000 Penalty: 3546.474609
	Iteration 20F: 3 clusters Score -5124334 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5124383.000000 Penalty: 3546.474609
	Iteration 21Q: 3 clusters Score -5124383 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -5124472.500000 Penalty: 3546.474609
	Iteration 22Q: 3 clusters Score -5124472 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -5124570.500000 Penalty: 3546.474609
	Iteration 23Q: 3 clusters Score -5124570 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5124650.500000 Penalty: 3546.474609
	Iteration 24Q: 3 clusters Score -5124650 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -5124701.000000 Penalty: 3546.474609
	Iteration 25Q: 3 clusters Score -5124701 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5124775.000000 Penalty: 3546.474609
	Iteration 26Q: 3 clusters Score -5124775 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -5124866.000000 Penalty: 3546.474609
	Iteration 27Q: 3 clusters Score -5124866 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -5125006.000000 Penalty: 3546.474609
	Iteration 28Q: 3 clusters Score -5125006 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -5125099.500000 Penalty: 3546.474609
	Iteration 29Q: 3 clusters Score -5125100 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -5125263.500000 Penalty: 3546.474609
	Iteration 30Q: 3 clusters Score -5125264 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5125443.000000 Penalty: 3546.474609
	Iteration 31Q: 3 clusters Score -5125443 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -5125652.500000 Penalty: 3546.474609
	Iteration 32Q: 3 clusters Score -5125652 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5125815.000000 Penalty: 3546.474609
	Iteration 33Q: 3 clusters Score -5125815 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -5126032.000000 Penalty: 3546.474609
	Iteration 34Q: 3 clusters Score -5126032 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5126249.500000 Penalty: 3546.474609
	Iteration 35Q: 3 clusters Score -5126250 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -5126475.000000 Penalty: 3546.474609
	Iteration 36Q: 3 clusters Score -5126475 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -5126651.000000 Penalty: 3546.474609
	Iteration 37Q: 3 clusters Score -5126651 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5126733.500000 Penalty: 3546.474609
	Iteration 38Q: 3 clusters Score -5126734 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -5126723.000000 Penalty: 3546.474609
	Iteration 39Q: 3 clusters Score -5126723 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -5126800.500000 Penalty: 3546.474609
	Iteration 40F: 3 clusters Score -5126800 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -5126885.000000 Penalty: 3546.474609
	Iteration 41Q: 3 clusters Score -5126885 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -5126888.500000 Penalty: 3546.474609
	Iteration 42Q: 3 clusters Score -5126888 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -5126858.500000 Penalty: 3546.474609
	Iteration 43Q: 3 clusters Score -5126858 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -5126675.000000 Penalty: 3546.474609
	Iteration 44Q: 3 clusters Score -5126675 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -5126569.500000 Penalty: 3546.474609
	Iteration 45Q: 3 clusters Score -5126570 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -5126503.500000 Penalty: 3546.474609
	Iteration 46Q: 3 clusters Score -5126504 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5126379.500000 Penalty: 3546.474609
	Iteration 47Q: 3 clusters Score -5126380 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -5126339.500000 Penalty: 3546.474609
	Iteration 48Q: 3 clusters Score -5126340 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -5126250.500000 Penalty: 3546.474609
	Iteration 49Q: 3 clusters Score -5126250 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -5126176.500000 Penalty: 3546.474609
	Iteration 50Q: 3 clusters Score -5126176 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5126114.000000 Penalty: 3546.474609
	Iteration 51Q: 3 clusters Score -5126114 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -5126081.000000 Penalty: 3546.474609
	Iteration 52Q: 3 clusters Score -5126081 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -5126052.500000 Penalty: 3546.474609
	Iteration 53Q: 3 clusters Score -5126052 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -5126063.000000 Penalty: 3546.474609
	Iteration 54Q: 3 clusters Score -5126063 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -5126083.500000 Penalty: 3546.474609
	Iteration 55Q: 3 clusters Score -5126084 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -5126085.500000 Penalty: 3546.474609
	Iteration 56Q: 3 clusters Score -5126086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5126101.000000 Penalty: 3546.474609
	Iteration 57Q: 3 clusters Score -5126101 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -5126104.000000 Penalty: 3546.474609
	Iteration 58Q: 3 clusters Score -5126104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5126124.000000 Penalty: 3546.474609
	Iteration 59Q: 3 clusters Score -5126124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -5126144.000000 Penalty: 3546.474609
	Iteration 60F: 3 clusters Score -5126144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -5126174.000000 Penalty: 3546.474609
	Iteration 61Q: 3 clusters Score -5126174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5126195.000000 Penalty: 3546.474609
	Iteration 62Q: 3 clusters Score -5126195 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -5126202.500000 Penalty: 3546.474609
	Iteration 63Q: 3 clusters Score -5126202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5126223.500000 Penalty: 3546.474609
	Iteration 64Q: 3 clusters Score -5126224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5126227.000000 Penalty: 3546.474609
	Iteration 65Q: 3 clusters Score -5126227 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5126248.500000 Penalty: 3546.474609
	Iteration 66Q: 3 clusters Score -5126248 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5126266.000000 Penalty: 3546.474609
	Iteration 67Q: 3 clusters Score -5126266 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -5126294.000000 Penalty: 3546.474609
	Iteration 68Q: 3 clusters Score -5126294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -5126305.000000 Penalty: 3546.474609
	Iteration 69Q: 3 clusters Score -5126305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -5126317.500000 Penalty: 3546.474609
	Iteration 70Q: 3 clusters Score -5126318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -5126313.500000 Penalty: 3546.474609
	Iteration 71Q: 3 clusters Score -5126314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -5126330.000000 Penalty: 3546.474609
	Iteration 72Q: 3 clusters Score -5126330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -5126359.000000 Penalty: 3546.474609
	Iteration 73Q: 3 clusters Score -5126359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -5126355.000000 Penalty: 3546.474609
	Iteration 74Q: 3 clusters Score -5126355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5126360.500000 Penalty: 3546.474609
	Iteration 75Q: 3 clusters Score -5126360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -5126351.000000 Penalty: 3546.474609
	Iteration 76Q: 3 clusters Score -5126351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -5126355.500000 Penalty: 3546.474609
	Iteration 77Q: 3 clusters Score -5126356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -5126354.000000 Penalty: 3546.474609
	Iteration 78Q: 3 clusters Score -5126354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5126360.000000 Penalty: 3546.474609
	Iteration 79Q: 3 clusters Score -5126360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -5126355.500000 Penalty: 3546.474609
	Iteration 80F: 3 clusters Score -5126356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -5126367.000000 Penalty: 3546.474609
	Iteration 81Q: 3 clusters Score -5126367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -5126364.500000 Penalty: 3546.474609
	Iteration 82Q: 3 clusters Score -5126364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5126380.000000 Penalty: 3546.474609
	Iteration 83Q: 3 clusters Score -5126380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -5126372.000000 Penalty: 3546.474609
	Iteration 84Q: 3 clusters Score -5126372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -5126386.500000 Penalty: 3546.474609
	Iteration 85Q: 3 clusters Score -5126386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -5126382.500000 Penalty: 3546.474609
	Iteration 86Q: 3 clusters Score -5126382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -5126387.500000 Penalty: 3546.474609
	Iteration 87Q: 3 clusters Score -5126388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -5126384.500000 Penalty: 3546.474609
	Iteration 88Q: 3 clusters Score -5126384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -5126380.500000 Penalty: 3546.474609
	Iteration 89Q: 3 clusters Score -5126380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5126395.000000 Penalty: 3546.474609
	Iteration 90Q: 3 clusters Score -5126395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5126398.500000 Penalty: 3546.474609
	Iteration 91Q: 3 clusters Score -5126398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5126411.500000 Penalty: 3546.474609
	Iteration 92Q: 3 clusters Score -5126412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -5126405.500000 Penalty: 3546.474609
	Iteration 93Q: 3 clusters Score -5126406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5126404.500000 Penalty: 3546.474609
	Iteration 94Q: 3 clusters Score -5126404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -5126411.000000 Penalty: 3546.474609
	Iteration 95Q: 3 clusters Score -5126411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -5126404.500000 Penalty: 3546.474609
	Iteration 96Q: 3 clusters Score -5126404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5126411.500000 Penalty: 3546.474609
	Iteration 97Q: 3 clusters Score -5126412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -5126406.500000 Penalty: 3546.474609
	Iteration 98Q: 3 clusters Score -5126406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5126409.500000 Penalty: 3546.474609
	Iteration 99Q: 3 clusters Score -5126410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5126415.500000 Penalty: 3546.474609
	Iteration 100F: 3 clusters Score -5126416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -5126407.000000 Penalty: 3546.474609
	Iteration 101Q: 3 clusters Score -5126407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5126412.000000 Penalty: 3546.474609
	Iteration 102Q: 3 clusters Score -5126412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -5126407.500000 Penalty: 3546.474609
	Iteration 103Q: 3 clusters Score -5126408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5126402.500000 Penalty: 3546.474609
	Iteration 104Q: 3 clusters Score -5126402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5126400.000000 Penalty: 3546.474609
	Iteration 105Q: 3 clusters Score -5126400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5126393.500000 Penalty: 3546.474609
	Iteration 106Q: 3 clusters Score -5126394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -5126391.000000 Penalty: 3546.474609
	Iteration 107Q: 3 clusters Score -5126391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5126400.500000 Penalty: 3546.474609
	Iteration 108Q: 3 clusters Score -5126400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -5126404.000000 Penalty: 3546.474609
	Iteration 109Q: 3 clusters Score -5126404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5126403.000000 Penalty: 3546.474609
	Iteration 110Q: 3 clusters Score -5126403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5126400.000000 Penalty: 3546.474609
	Iteration 111Q: 3 clusters Score -5126400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5126398.000000 Penalty: 3546.474609
	Iteration 112Q: 3 clusters Score -5126398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -5126396.000000 Penalty: 3546.474609
	Iteration 113Q: 3 clusters Score -5126396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -5126401.500000 Penalty: 3546.474609
	Iteration 114Q: 3 clusters Score -5126402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5126399.500000 Penalty: 3546.474609
	Iteration 115Q: 3 clusters Score -5126400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5126399.500000 Penalty: 3546.474609
	Iteration 116F: 3 clusters Score -5126400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44054 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 16535 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 52226 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 33692 members 
Mstep: Class 30 contains 36273 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 14650 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 13416 members 
Entering Unmasked Estep 
Score: -49757852.000000 Penalty: 87983.445312
Splitting cluster 3 changes total score from -49756284.000000 to -49757852.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 4 (42248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Entering Unmasked Estep 
Score: -3998914.500000 Penalty: 1730.838135
	Iteration 0F: 2 clusters Score -3998914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3974125.250000 Penalty: 3461.676270
	Iteration 0F: 3 clusters Score -3974125 nChanged 19840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3985122.250000 Penalty: 3461.676270
	Iteration 1F: 3 clusters Score -3985122 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3985503.500000 Penalty: 3461.676270
	Iteration 2Q: 3 clusters Score -3985504 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3985960.500000 Penalty: 3461.676270
	Iteration 3Q: 3 clusters Score -3985960 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3986524.250000 Penalty: 3461.676270
	Iteration 4Q: 3 clusters Score -3986524 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3987196.500000 Penalty: 3461.676270
	Iteration 5Q: 3 clusters Score -3987196 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3987950.500000 Penalty: 3461.676270
	Iteration 6Q: 3 clusters Score -3987950 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3988694.500000 Penalty: 3461.676270
	Iteration 7Q: 3 clusters Score -3988694 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3989369.250000 Penalty: 3461.676270
	Iteration 8Q: 3 clusters Score -3989369 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3989952.000000 Penalty: 3461.676270
	Iteration 9Q: 3 clusters Score -3989952 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3990457.250000 Penalty: 3461.676270
	Iteration 10Q: 3 clusters Score -3990457 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3990855.250000 Penalty: 3461.676270
	Iteration 11Q: 3 clusters Score -3990855 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3991168.250000 Penalty: 3461.676270
	Iteration 12Q: 3 clusters Score -3991168 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3991442.500000 Penalty: 3461.676270
	Iteration 13Q: 3 clusters Score -3991442 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3991649.750000 Penalty: 3461.676270
	Iteration 14Q: 3 clusters Score -3991650 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3991844.500000 Penalty: 3461.676270
	Iteration 15Q: 3 clusters Score -3991844 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3992077.750000 Penalty: 3461.676270
	Iteration 16Q: 3 clusters Score -3992078 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3992233.000000 Penalty: 3461.676270
	Iteration 17Q: 3 clusters Score -3992233 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3992429.750000 Penalty: 3461.676270
	Iteration 18Q: 3 clusters Score -3992430 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3992657.250000 Penalty: 3461.676270
	Iteration 19Q: 3 clusters Score -3992657 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3992877.500000 Penalty: 3461.676270
	Iteration 20F: 3 clusters Score -3992878 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3993121.500000 Penalty: 3461.676270
	Iteration 21Q: 3 clusters Score -3993122 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3993401.750000 Penalty: 3461.676270
	Iteration 22Q: 3 clusters Score -3993402 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3993670.500000 Penalty: 3461.676270
	Iteration 23Q: 3 clusters Score -3993670 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3993971.000000 Penalty: 3461.676270
	Iteration 24Q: 3 clusters Score -3993971 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3994224.750000 Penalty: 3461.676270
	Iteration 25Q: 3 clusters Score -3994225 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3994472.500000 Penalty: 3461.676270
	Iteration 26Q: 3 clusters Score -3994472 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3994706.250000 Penalty: 3461.676270
	Iteration 27Q: 3 clusters Score -3994706 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3994942.250000 Penalty: 3461.676270
	Iteration 28Q: 3 clusters Score -3994942 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3995159.000000 Penalty: 3461.676270
	Iteration 29Q: 3 clusters Score -3995159 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -3995362.000000 Penalty: 3461.676270
	Iteration 30Q: 3 clusters Score -3995362 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -3995548.750000 Penalty: 3461.676270
	Iteration 31Q: 3 clusters Score -3995549 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3995762.500000 Penalty: 3461.676270
	Iteration 32Q: 3 clusters Score -3995762 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -3995964.250000 Penalty: 3461.676270
	Iteration 33Q: 3 clusters Score -3995964 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3996210.750000 Penalty: 3461.676270
	Iteration 34Q: 3 clusters Score -3996211 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -3996358.500000 Penalty: 3461.676270
	Iteration 35Q: 3 clusters Score -3996358 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -3996477.000000 Penalty: 3461.676270
	Iteration 36Q: 3 clusters Score -3996477 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -3996549.250000 Penalty: 3461.676270
	Iteration 37Q: 3 clusters Score -3996549 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -3996556.750000 Penalty: 3461.676270
	Iteration 38Q: 3 clusters Score -3996557 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -3996614.000000 Penalty: 3461.676270
	Iteration 39Q: 3 clusters Score -3996614 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -3996639.750000 Penalty: 3461.676270
	Iteration 40F: 3 clusters Score -3996640 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -3996641.500000 Penalty: 3461.676270
	Iteration 41Q: 3 clusters Score -3996642 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -3996639.500000 Penalty: 3461.676270
	Iteration 42Q: 3 clusters Score -3996640 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -3996655.750000 Penalty: 3461.676270
	Iteration 43Q: 3 clusters Score -3996656 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -3996659.750000 Penalty: 3461.676270
	Iteration 44Q: 3 clusters Score -3996660 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -3996699.500000 Penalty: 3461.676270
	Iteration 45Q: 3 clusters Score -3996700 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -3996759.000000 Penalty: 3461.676270
	Iteration 46Q: 3 clusters Score -3996759 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -3996800.250000 Penalty: 3461.676270
	Iteration 47Q: 3 clusters Score -3996800 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -3996851.500000 Penalty: 3461.676270
	Iteration 48Q: 3 clusters Score -3996852 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -3996917.500000 Penalty: 3461.676270
	Iteration 49Q: 3 clusters Score -3996918 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -3996988.500000 Penalty: 3461.676270
	Iteration 50Q: 3 clusters Score -3996988 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -3997064.000000 Penalty: 3461.676270
	Iteration 51Q: 3 clusters Score -3997064 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -3997121.750000 Penalty: 3461.676270
	Iteration 52Q: 3 clusters Score -3997122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -3997186.750000 Penalty: 3461.676270
	Iteration 53Q: 3 clusters Score -3997187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -3997222.500000 Penalty: 3461.676270
	Iteration 54Q: 3 clusters Score -3997222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -3997227.250000 Penalty: 3461.676270
	Iteration 55Q: 3 clusters Score -3997227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -3997248.000000 Penalty: 3461.676270
	Iteration 56Q: 3 clusters Score -3997248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -3997269.000000 Penalty: 3461.676270
	Iteration 57Q: 3 clusters Score -3997269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -3997298.000000 Penalty: 3461.676270
	Iteration 58Q: 3 clusters Score -3997298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -3997326.750000 Penalty: 3461.676270
	Iteration 59Q: 3 clusters Score -3997327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -3997341.750000 Penalty: 3461.676270
	Iteration 60F: 3 clusters Score -3997342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -3997338.750000 Penalty: 3461.676270
	Iteration 61Q: 3 clusters Score -3997339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -3997371.750000 Penalty: 3461.676270
	Iteration 62Q: 3 clusters Score -3997372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -3997383.500000 Penalty: 3461.676270
	Iteration 63Q: 3 clusters Score -3997384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -3997394.000000 Penalty: 3461.676270
	Iteration 64Q: 3 clusters Score -3997394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -3997391.750000 Penalty: 3461.676270
	Iteration 65Q: 3 clusters Score -3997392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -3997411.000000 Penalty: 3461.676270
	Iteration 66Q: 3 clusters Score -3997411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -3997433.000000 Penalty: 3461.676270
	Iteration 67Q: 3 clusters Score -3997433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -3997453.000000 Penalty: 3461.676270
	Iteration 68Q: 3 clusters Score -3997453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -3997472.000000 Penalty: 3461.676270
	Iteration 69Q: 3 clusters Score -3997472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -3997474.750000 Penalty: 3461.676270
	Iteration 70Q: 3 clusters Score -3997475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -3997479.250000 Penalty: 3461.676270
	Iteration 71Q: 3 clusters Score -3997479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -3997488.750000 Penalty: 3461.676270
	Iteration 72Q: 3 clusters Score -3997489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -3997500.750000 Penalty: 3461.676270
	Iteration 73Q: 3 clusters Score -3997501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -3997500.000000 Penalty: 3461.676270
	Iteration 74Q: 3 clusters Score -3997500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -3997504.000000 Penalty: 3461.676270
	Iteration 75Q: 3 clusters Score -3997504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -3997512.500000 Penalty: 3461.676270
	Iteration 76Q: 3 clusters Score -3997512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -3997507.000000 Penalty: 3461.676270
	Iteration 77Q: 3 clusters Score -3997507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -3997513.500000 Penalty: 3461.676270
	Iteration 78Q: 3 clusters Score -3997514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -3997515.750000 Penalty: 3461.676270
	Iteration 79Q: 3 clusters Score -3997516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -3997518.750000 Penalty: 3461.676270
	Iteration 80F: 3 clusters Score -3997519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -3997520.750000 Penalty: 3461.676270
	Iteration 81Q: 3 clusters Score -3997521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -3997517.500000 Penalty: 3461.676270
	Iteration 82Q: 3 clusters Score -3997518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -3997520.500000 Penalty: 3461.676270
	Iteration 83Q: 3 clusters Score -3997520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -3997523.250000 Penalty: 3461.676270
	Iteration 84Q: 3 clusters Score -3997523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -3997521.250000 Penalty: 3461.676270
	Iteration 85Q: 3 clusters Score -3997521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -3997521.250000 Penalty: 3461.676270
	Iteration 86F: 3 clusters Score -3997521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -163280.296875 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -163280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -161285.171875 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -161285.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161807.578125 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -161807.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162003.265625 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -162003.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -162170.937500 Penalty: 2439.463623
	Iteration 3F: 3 clusters Score -162170.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162348.468750 Penalty: 2439.463623
	Iteration 4F: 3 clusters Score -162348.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162547.796875 Penalty: 2439.463623
	Iteration 5F: 3 clusters Score -162547.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -162758.078125 Penalty: 2439.463623
	Iteration 6F: 3 clusters Score -162758.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162908.171875 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -162908.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163015.687500 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -163015.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -163072.421875 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -163072.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -163116.593750 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -163116.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -163144.250000 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -163144.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -163154.453125 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -163154.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -163158.484375 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -163158.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -163161.734375 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -163161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -163164.062500 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -163164.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163166.687500 Penalty: 2439.463623
	Iteration 16Q: 3 clusters Score -163166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -163167.500000 Penalty: 2439.463623
	Iteration 17Q: 3 clusters Score -163167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -163169.656250 Penalty: 2439.463623
	Iteration 18Q: 3 clusters Score -163169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -163171.937500 Penalty: 2439.463623
	Iteration 19Q: 3 clusters Score -163171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163172.859375 Penalty: 2439.463623
	Iteration 20F: 3 clusters Score -163172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -204570.093750 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -204570.1 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 1225 members 
Entering Unmasked Estep 
Score: -202218.531250 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -202218.5 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -202912.609375 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -202912.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -203227.125000 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -203227.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -203451.875000 Penalty: 2541.381836
	Iteration 3F: 3 clusters Score -203451.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -203635.687500 Penalty: 2541.381836
	Iteration 4F: 3 clusters Score -203635.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -203782.640625 Penalty: 2541.381836
	Iteration 5F: 3 clusters Score -203782.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -203902.812500 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -203902.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -203979.609375 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -203979.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -204021.625000 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -204021.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -204043.890625 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -204043.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -204055.890625 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -204055.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -204065.187500 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -204065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -204070.078125 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -204070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -204072.343750 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -204072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -204075.687500 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -204075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -204079.328125 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -204079.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -204085.578125 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -204085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -204090.046875 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -204090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -204092.906250 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -204092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -204094.046875 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -204094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -204096.531250 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -204096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -204099.562500 Penalty: 2541.381836
	Iteration 21Q: 3 clusters Score -204099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -204103.812500 Penalty: 2541.381836
	Iteration 22Q: 3 clusters Score -204103.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -204106.218750 Penalty: 2541.381836
	Iteration 23Q: 3 clusters Score -204106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -204110.750000 Penalty: 2541.381836
	Iteration 24Q: 3 clusters Score -204110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204111.718750 Penalty: 2541.381836
	Iteration 25Q: 3 clusters Score -204111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -204112.171875 Penalty: 2541.381836
	Iteration 26Q: 3 clusters Score -204112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -204112.171875 Penalty: 2541.381836
	Iteration 27F: 3 clusters Score -204112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Entering Unmasked Estep 
Score: -4342632.500000 Penalty: 1737.640381
	Iteration 0F: 2 clusters Score -4342632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4322102.000000 Penalty: 3475.280762
	Iteration 0F: 3 clusters Score -4322102 nChanged 20532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4333818.500000 Penalty: 3475.280762
	Iteration 1F: 3 clusters Score -4333818 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4334379.000000 Penalty: 3475.280762
	Iteration 2Q: 3 clusters Score -4334379 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -4335205.000000 Penalty: 3475.280762
	Iteration 3Q: 3 clusters Score -4335205 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -4336401.500000 Penalty: 3475.280762
	Iteration 4F: 3 clusters Score -4336402 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4338336.500000 Penalty: 3475.280762
	Iteration 5F: 3 clusters Score -4338336 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4340706.000000 Penalty: 3475.280762
	Iteration 6F: 3 clusters Score -4340706 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4341197.000000 Penalty: 3475.280762
	Iteration 7F: 3 clusters Score -4341197 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -4341100.000000 Penalty: 3475.280762
	Iteration 8F: 3 clusters Score -4341100 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -4341126.500000 Penalty: 3475.280762
	Iteration 9Q: 3 clusters Score -4341126 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -4341162.000000 Penalty: 3475.280762
	Iteration 10Q: 3 clusters Score -4341162 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -4341187.500000 Penalty: 3475.280762
	Iteration 11Q: 3 clusters Score -4341188 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -4341202.500000 Penalty: 3475.280762
	Iteration 12Q: 3 clusters Score -4341202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -4341239.500000 Penalty: 3475.280762
	Iteration 13Q: 3 clusters Score -4341240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4341283.500000 Penalty: 3475.280762
	Iteration 14Q: 3 clusters Score -4341284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -4341291.500000 Penalty: 3475.280762
	Iteration 15Q: 3 clusters Score -4341292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -4341295.000000 Penalty: 3475.280762
	Iteration 16Q: 3 clusters Score -4341295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -4341310.500000 Penalty: 3475.280762
	Iteration 17Q: 3 clusters Score -4341310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -4341310.000000 Penalty: 3475.280762
	Iteration 18Q: 3 clusters Score -4341310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -4341321.000000 Penalty: 3475.280762
	Iteration 19Q: 3 clusters Score -4341321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -4341318.000000 Penalty: 3475.280762
	Iteration 20F: 3 clusters Score -4341318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -4341323.000000 Penalty: 3475.280762
	Iteration 21Q: 3 clusters Score -4341323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -4341327.500000 Penalty: 3475.280762
	Iteration 22Q: 3 clusters Score -4341328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -4341326.000000 Penalty: 3475.280762
	Iteration 23Q: 3 clusters Score -4341326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -4341329.500000 Penalty: 3475.280762
	Iteration 24Q: 3 clusters Score -4341330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -4341342.500000 Penalty: 3475.280762
	Iteration 25Q: 3 clusters Score -4341342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -4341334.000000 Penalty: 3475.280762
	Iteration 26Q: 3 clusters Score -4341334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -4341340.000000 Penalty: 3475.280762
	Iteration 27Q: 3 clusters Score -4341340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -4341346.000000 Penalty: 3475.280762
	Iteration 28Q: 3 clusters Score -4341346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -4341342.000000 Penalty: 3475.280762
	Iteration 29Q: 3 clusters Score -4341342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -4341348.000000 Penalty: 3475.280762
	Iteration 30Q: 3 clusters Score -4341348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -4341354.000000 Penalty: 3475.280762
	Iteration 31Q: 3 clusters Score -4341354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -4341354.500000 Penalty: 3475.280762
	Iteration 32Q: 3 clusters Score -4341354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -4341361.000000 Penalty: 3475.280762
	Iteration 33Q: 3 clusters Score -4341361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -4341362.000000 Penalty: 3475.280762
	Iteration 34Q: 3 clusters Score -4341362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -4341355.500000 Penalty: 3475.280762
	Iteration 35Q: 3 clusters Score -4341356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -4341355.000000 Penalty: 3475.280762
	Iteration 36Q: 3 clusters Score -4341355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -4341354.500000 Penalty: 3475.280762
	Iteration 37Q: 3 clusters Score -4341354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -4341359.000000 Penalty: 3475.280762
	Iteration 38Q: 3 clusters Score -4341359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -4341358.500000 Penalty: 3475.280762
	Iteration 39Q: 3 clusters Score -4341358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -4341358.500000 Penalty: 3475.280762
	Iteration 40F: 3 clusters Score -4341358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Entering Unmasked Estep 
Score: -448450.687500 Penalty: 1384.368530
	Iteration 0F: 2 clusters Score -448450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -444466.125000 Penalty: 2768.737061
	Iteration 0F: 3 clusters Score -444466.1 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -445620.625000 Penalty: 2768.737061
	Iteration 1F: 3 clusters Score -445620.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -445892.437500 Penalty: 2768.737061
	Iteration 2F: 3 clusters Score -445892.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -446162.031250 Penalty: 2768.737061
	Iteration 3F: 3 clusters Score -446162 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -446410.281250 Penalty: 2768.737061
	Iteration 4F: 3 clusters Score -446410.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -446635.968750 Penalty: 2768.737061
	Iteration 5F: 3 clusters Score -446636 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -446796.562500 Penalty: 2768.737061
	Iteration 6Q: 3 clusters Score -446796.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -446906.843750 Penalty: 2768.737061
	Iteration 7Q: 3 clusters Score -446906.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -446996.625000 Penalty: 2768.737061
	Iteration 8Q: 3 clusters Score -446996.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -447050.281250 Penalty: 2768.737061
	Iteration 9Q: 3 clusters Score -447050.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -447086.343750 Penalty: 2768.737061
	Iteration 10Q: 3 clusters Score -447086.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -447113.531250 Penalty: 2768.737061
	Iteration 11Q: 3 clusters Score -447113.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -447141.593750 Penalty: 2768.737061
	Iteration 12Q: 3 clusters Score -447141.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -447163.625000 Penalty: 2768.737061
	Iteration 13Q: 3 clusters Score -447163.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -447178.000000 Penalty: 2768.737061
	Iteration 14Q: 3 clusters Score -447178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -447192.281250 Penalty: 2768.737061
	Iteration 15Q: 3 clusters Score -447192.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -447198.406250 Penalty: 2768.737061
	Iteration 16Q: 3 clusters Score -447198.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -447205.781250 Penalty: 2768.737061
	Iteration 17Q: 3 clusters Score -447205.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -447212.562500 Penalty: 2768.737061
	Iteration 18Q: 3 clusters Score -447212.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -447215.687500 Penalty: 2768.737061
	Iteration 19Q: 3 clusters Score -447215.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -447220.125000 Penalty: 2768.737061
	Iteration 20F: 3 clusters Score -447220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -447224.531250 Penalty: 2768.737061
	Iteration 21Q: 3 clusters Score -447224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -447226.968750 Penalty: 2768.737061
	Iteration 22Q: 3 clusters Score -447227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -447228.750000 Penalty: 2768.737061
	Iteration 23Q: 3 clusters Score -447228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -447230.781250 Penalty: 2768.737061
	Iteration 24Q: 3 clusters Score -447230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -447231.375000 Penalty: 2768.737061
	Iteration 25Q: 3 clusters Score -447231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -447231.156250 Penalty: 2768.737061
	Iteration 26Q: 3 clusters Score -447231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -447231.906250 Penalty: 2768.737061
	Iteration 27Q: 3 clusters Score -447231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -447232.093750 Penalty: 2768.737061
	Iteration 28Q: 3 clusters Score -447232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -447233.500000 Penalty: 2768.737061
	Iteration 29Q: 3 clusters Score -447233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -447235.656250 Penalty: 2768.737061
	Iteration 30Q: 3 clusters Score -447235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -447235.812500 Penalty: 2768.737061
	Iteration 31Q: 3 clusters Score -447235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -447235.812500 Penalty: 2768.737061
	Iteration 32F: 3 clusters Score -447235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -122478.578125 Penalty: 1169.704834
	Iteration 0F: 2 clusters Score -122478.6 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 679 members 
Entering Unmasked Estep 
Score: -120820.726562 Penalty: 2339.409668
	Iteration 0F: 3 clusters Score -120820.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -121119.406250 Penalty: 2339.409668
	Iteration 1F: 3 clusters Score -121119.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -121215.148438 Penalty: 2339.409668
	Iteration 2F: 3 clusters Score -121215.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -121262.429688 Penalty: 2339.409668
	Iteration 3Q: 3 clusters Score -121262.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -121296.742188 Penalty: 2339.409668
	Iteration 4Q: 3 clusters Score -121296.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121334.156250 Penalty: 2339.409668
	Iteration 5Q: 3 clusters Score -121334.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -121359.812500 Penalty: 2339.409668
	Iteration 6Q: 3 clusters Score -121359.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -121387.835938 Penalty: 2339.409668
	Iteration 7Q: 3 clusters Score -121387.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121433.242188 Penalty: 2339.409668
	Iteration 8Q: 3 clusters Score -121433.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -121472.359375 Penalty: 2339.409668
	Iteration 9Q: 3 clusters Score -121472.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121506.781250 Penalty: 2339.409668
	Iteration 10Q: 3 clusters Score -121506.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -121558.898438 Penalty: 2339.409668
	Iteration 11Q: 3 clusters Score -121558.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -121608.640625 Penalty: 2339.409668
	Iteration 12Q: 3 clusters Score -121608.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -121644.250000 Penalty: 2339.409668
	Iteration 13Q: 3 clusters Score -121644.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -121681.140625 Penalty: 2339.409668
	Iteration 14Q: 3 clusters Score -121681.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -121707.453125 Penalty: 2339.409668
	Iteration 15Q: 3 clusters Score -121707.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -121728.929688 Penalty: 2339.409668
	Iteration 16Q: 3 clusters Score -121728.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -121764.570312 Penalty: 2339.409668
	Iteration 17Q: 3 clusters Score -121764.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -121795.445312 Penalty: 2339.409668
	Iteration 18Q: 3 clusters Score -121795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -121830.132812 Penalty: 2339.409668
	Iteration 19Q: 3 clusters Score -121830.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -121875.867188 Penalty: 2339.409668
	Iteration 20F: 3 clusters Score -121875.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -121898.929688 Penalty: 2339.409668
	Iteration 21Q: 3 clusters Score -121898.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -121919.164062 Penalty: 2339.409668
	Iteration 22Q: 3 clusters Score -121919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -121929.250000 Penalty: 2339.409668
	Iteration 23Q: 3 clusters Score -121929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -121935.804688 Penalty: 2339.409668
	Iteration 24Q: 3 clusters Score -121935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -121942.929688 Penalty: 2339.409668
	Iteration 25Q: 3 clusters Score -121942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -121953.148438 Penalty: 2339.409668
	Iteration 26Q: 3 clusters Score -121953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -121959.335938 Penalty: 2339.409668
	Iteration 27Q: 3 clusters Score -121959.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -121967.226562 Penalty: 2339.409668
	Iteration 28Q: 3 clusters Score -121967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -121972.875000 Penalty: 2339.409668
	Iteration 29Q: 3 clusters Score -121972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -121974.664062 Penalty: 2339.409668
	Iteration 30Q: 3 clusters Score -121974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -121976.960938 Penalty: 2339.409668
	Iteration 31Q: 3 clusters Score -121977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121978.218750 Penalty: 2339.409668
	Iteration 32Q: 3 clusters Score -121978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121978.687500 Penalty: 2339.409668
	Iteration 33Q: 3 clusters Score -121978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121978.687500 Penalty: 2339.409668
	Iteration 34F: 3 clusters Score -121978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Entering Unmasked Estep 
Score: -3560090.000000 Penalty: 1710.051147
	Iteration 0F: 2 clusters Score -3560090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3535152.000000 Penalty: 3420.102295
	Iteration 0F: 3 clusters Score -3535152 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3544945.000000 Penalty: 3420.102295
	Iteration 1F: 3 clusters Score -3544945 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3545436.500000 Penalty: 3420.102295
	Iteration 2Q: 3 clusters Score -3545436 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3545874.000000 Penalty: 3420.102295
	Iteration 3Q: 3 clusters Score -3545874 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3546268.000000 Penalty: 3420.102295
	Iteration 4Q: 3 clusters Score -3546268 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3546698.000000 Penalty: 3420.102295
	Iteration 5Q: 3 clusters Score -3546698 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3547182.250000 Penalty: 3420.102295
	Iteration 6Q: 3 clusters Score -3547182 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3547667.250000 Penalty: 3420.102295
	Iteration 7Q: 3 clusters Score -3547667 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3548229.000000 Penalty: 3420.102295
	Iteration 8Q: 3 clusters Score -3548229 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3548905.250000 Penalty: 3420.102295
	Iteration 9Q: 3 clusters Score -3548905 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3549705.250000 Penalty: 3420.102295
	Iteration 10Q: 3 clusters Score -3549705 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3550691.000000 Penalty: 3420.102295
	Iteration 11Q: 3 clusters Score -3550691 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3551697.250000 Penalty: 3420.102295
	Iteration 12Q: 3 clusters Score -3551697 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3552586.500000 Penalty: 3420.102295
	Iteration 13Q: 3 clusters Score -3552586 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3553173.750000 Penalty: 3420.102295
	Iteration 14Q: 3 clusters Score -3553174 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3553471.750000 Penalty: 3420.102295
	Iteration 15Q: 3 clusters Score -3553472 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3553580.750000 Penalty: 3420.102295
	Iteration 16Q: 3 clusters Score -3553581 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3553661.000000 Penalty: 3420.102295
	Iteration 17Q: 3 clusters Score -3553661 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3553725.000000 Penalty: 3420.102295
	Iteration 18Q: 3 clusters Score -3553725 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3553792.250000 Penalty: 3420.102295
	Iteration 19Q: 3 clusters Score -3553792 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3553829.750000 Penalty: 3420.102295
	Iteration 20F: 3 clusters Score -3553830 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3553919.500000 Penalty: 3420.102295
	Iteration 21Q: 3 clusters Score -3553920 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3553988.500000 Penalty: 3420.102295
	Iteration 22Q: 3 clusters Score -3553988 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3554053.500000 Penalty: 3420.102295
	Iteration 23Q: 3 clusters Score -3554054 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3554144.250000 Penalty: 3420.102295
	Iteration 24Q: 3 clusters Score -3554144 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3554202.750000 Penalty: 3420.102295
	Iteration 25Q: 3 clusters Score -3554203 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3554248.750000 Penalty: 3420.102295
	Iteration 26Q: 3 clusters Score -3554249 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3554318.500000 Penalty: 3420.102295
	Iteration 27Q: 3 clusters Score -3554318 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3554368.000000 Penalty: 3420.102295
	Iteration 28Q: 3 clusters Score -3554368 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3554414.250000 Penalty: 3420.102295
	Iteration 29Q: 3 clusters Score -3554414 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3554456.750000 Penalty: 3420.102295
	Iteration 30Q: 3 clusters Score -3554457 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3554491.750000 Penalty: 3420.102295
	Iteration 31Q: 3 clusters Score -3554492 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3554526.750000 Penalty: 3420.102295
	Iteration 32Q: 3 clusters Score -3554527 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3554526.250000 Penalty: 3420.102295
	Iteration 33Q: 3 clusters Score -3554526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3554548.750000 Penalty: 3420.102295
	Iteration 34Q: 3 clusters Score -3554549 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3554576.500000 Penalty: 3420.102295
	Iteration 35Q: 3 clusters Score -3554576 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3554608.250000 Penalty: 3420.102295
	Iteration 36Q: 3 clusters Score -3554608 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3554658.750000 Penalty: 3420.102295
	Iteration 37Q: 3 clusters Score -3554659 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3554692.000000 Penalty: 3420.102295
	Iteration 38Q: 3 clusters Score -3554692 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3554752.000000 Penalty: 3420.102295
	Iteration 39Q: 3 clusters Score -3554752 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3554788.000000 Penalty: 3420.102295
	Iteration 40F: 3 clusters Score -3554788 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3554845.000000 Penalty: 3420.102295
	Iteration 41Q: 3 clusters Score -3554845 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3554906.500000 Penalty: 3420.102295
	Iteration 42Q: 3 clusters Score -3554906 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3554985.000000 Penalty: 3420.102295
	Iteration 43Q: 3 clusters Score -3554985 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3555050.750000 Penalty: 3420.102295
	Iteration 44Q: 3 clusters Score -3555051 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3555094.750000 Penalty: 3420.102295
	Iteration 45Q: 3 clusters Score -3555095 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3555160.250000 Penalty: 3420.102295
	Iteration 46Q: 3 clusters Score -3555160 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3555235.500000 Penalty: 3420.102295
	Iteration 47Q: 3 clusters Score -3555236 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3555317.250000 Penalty: 3420.102295
	Iteration 48Q: 3 clusters Score -3555317 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -3555399.250000 Penalty: 3420.102295
	Iteration 49Q: 3 clusters Score -3555399 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3555503.000000 Penalty: 3420.102295
	Iteration 50Q: 3 clusters Score -3555503 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3555630.250000 Penalty: 3420.102295
	Iteration 51Q: 3 clusters Score -3555630 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3555735.000000 Penalty: 3420.102295
	Iteration 52Q: 3 clusters Score -3555735 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -3555862.250000 Penalty: 3420.102295
	Iteration 53Q: 3 clusters Score -3555862 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3555984.750000 Penalty: 3420.102295
	Iteration 54Q: 3 clusters Score -3555985 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3556108.250000 Penalty: 3420.102295
	Iteration 55Q: 3 clusters Score -3556108 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -3556256.500000 Penalty: 3420.102295
	Iteration 56Q: 3 clusters Score -3556256 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3556384.750000 Penalty: 3420.102295
	Iteration 57Q: 3 clusters Score -3556385 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -3556502.500000 Penalty: 3420.102295
	Iteration 58Q: 3 clusters Score -3556502 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3556650.750000 Penalty: 3420.102295
	Iteration 59Q: 3 clusters Score -3556651 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3556765.500000 Penalty: 3420.102295
	Iteration 60F: 3 clusters Score -3556766 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -3556893.500000 Penalty: 3420.102295
	Iteration 61Q: 3 clusters Score -3556894 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -3557020.000000 Penalty: 3420.102295
	Iteration 62Q: 3 clusters Score -3557020 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -3557146.500000 Penalty: 3420.102295
	Iteration 63Q: 3 clusters Score -3557146 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -3557264.000000 Penalty: 3420.102295
	Iteration 64Q: 3 clusters Score -3557264 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -3557488.500000 Penalty: 3420.102295
	Iteration 65Q: 3 clusters Score -3557488 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -3557741.250000 Penalty: 3420.102295
	Iteration 66Q: 3 clusters Score -3557741 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -3557942.000000 Penalty: 3420.102295
	Iteration 67Q: 3 clusters Score -3557942 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -3558126.250000 Penalty: 3420.102295
	Iteration 68Q: 3 clusters Score -3558126 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -3558318.000000 Penalty: 3420.102295
	Iteration 69Q: 3 clusters Score -3558318 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -3558506.750000 Penalty: 3420.102295
	Iteration 70Q: 3 clusters Score -3558507 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -3558723.000000 Penalty: 3420.102295
	Iteration 71Q: 3 clusters Score -3558723 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -3558887.250000 Penalty: 3420.102295
	Iteration 72Q: 3 clusters Score -3558887 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3559026.000000 Penalty: 3420.102295
	Iteration 73Q: 3 clusters Score -3559026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -3559102.000000 Penalty: 3420.102295
	Iteration 74Q: 3 clusters Score -3559102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3559136.250000 Penalty: 3420.102295
	Iteration 75Q: 3 clusters Score -3559136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -3559159.250000 Penalty: 3420.102295
	Iteration 76Q: 3 clusters Score -3559159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -3559171.500000 Penalty: 3420.102295
	Iteration 77Q: 3 clusters Score -3559172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -3559189.250000 Penalty: 3420.102295
	Iteration 78Q: 3 clusters Score -3559189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -3559201.250000 Penalty: 3420.102295
	Iteration 79Q: 3 clusters Score -3559201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -3559213.750000 Penalty: 3420.102295
	Iteration 80F: 3 clusters Score -3559214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -3559226.750000 Penalty: 3420.102295
	Iteration 81Q: 3 clusters Score -3559227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3559236.000000 Penalty: 3420.102295
	Iteration 82Q: 3 clusters Score -3559236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -3559248.750000 Penalty: 3420.102295
	Iteration 83Q: 3 clusters Score -3559249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3559245.000000 Penalty: 3420.102295
	Iteration 84Q: 3 clusters Score -3559245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -3559248.500000 Penalty: 3420.102295
	Iteration 85Q: 3 clusters Score -3559248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3559245.750000 Penalty: 3420.102295
	Iteration 86Q: 3 clusters Score -3559246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3559246.250000 Penalty: 3420.102295
	Iteration 87Q: 3 clusters Score -3559246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3559246.250000 Penalty: 3420.102295
	Iteration 88F: 3 clusters Score -3559246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Entering Unmasked Estep 
Score: -2111951.500000 Penalty: 1620.682983
	Iteration 0F: 2 clusters Score -2111952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2097287.250000 Penalty: 3241.365967
	Iteration 0F: 3 clusters Score -2097287 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2102702.500000 Penalty: 3241.365967
	Iteration 1F: 3 clusters Score -2102702 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2102990.000000 Penalty: 3241.365967
	Iteration 2Q: 3 clusters Score -2102990 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2103219.000000 Penalty: 3241.365967
	Iteration 3Q: 3 clusters Score -2103219 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2103445.250000 Penalty: 3241.365967
	Iteration 4Q: 3 clusters Score -2103445 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2103704.500000 Penalty: 3241.365967
	Iteration 5Q: 3 clusters Score -2103704 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2103996.000000 Penalty: 3241.365967
	Iteration 6Q: 3 clusters Score -2103996 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2104335.750000 Penalty: 3241.365967
	Iteration 7Q: 3 clusters Score -2104336 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2104736.000000 Penalty: 3241.365967
	Iteration 8Q: 3 clusters Score -2104736 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2105184.750000 Penalty: 3241.365967
	Iteration 9Q: 3 clusters Score -2105185 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2105721.500000 Penalty: 3241.365967
	Iteration 10Q: 3 clusters Score -2105722 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2106399.500000 Penalty: 3241.365967
	Iteration 11Q: 3 clusters Score -2106400 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2107091.750000 Penalty: 3241.365967
	Iteration 12Q: 3 clusters Score -2107092 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2107718.250000 Penalty: 3241.365967
	Iteration 13Q: 3 clusters Score -2107718 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2108320.500000 Penalty: 3241.365967
	Iteration 14Q: 3 clusters Score -2108320 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2108860.750000 Penalty: 3241.365967
	Iteration 15Q: 3 clusters Score -2108861 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2109327.000000 Penalty: 3241.365967
	Iteration 16Q: 3 clusters Score -2109327 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2109709.000000 Penalty: 3241.365967
	Iteration 17Q: 3 clusters Score -2109709 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2109992.750000 Penalty: 3241.365967
	Iteration 18Q: 3 clusters Score -2109993 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2110173.750000 Penalty: 3241.365967
	Iteration 19Q: 3 clusters Score -2110174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2110289.500000 Penalty: 3241.365967
	Iteration 20F: 3 clusters Score -2110290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2110369.250000 Penalty: 3241.365967
	Iteration 21Q: 3 clusters Score -2110369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2110424.500000 Penalty: 3241.365967
	Iteration 22Q: 3 clusters Score -2110424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2110462.250000 Penalty: 3241.365967
	Iteration 23Q: 3 clusters Score -2110462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2110488.250000 Penalty: 3241.365967
	Iteration 24Q: 3 clusters Score -2110488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2110508.500000 Penalty: 3241.365967
	Iteration 25Q: 3 clusters Score -2110508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2110519.000000 Penalty: 3241.365967
	Iteration 26Q: 3 clusters Score -2110519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2110529.000000 Penalty: 3241.365967
	Iteration 27Q: 3 clusters Score -2110529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2110532.250000 Penalty: 3241.365967
	Iteration 28Q: 3 clusters Score -2110532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2110538.500000 Penalty: 3241.365967
	Iteration 29Q: 3 clusters Score -2110538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2110541.750000 Penalty: 3241.365967
	Iteration 30Q: 3 clusters Score -2110542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2110550.750000 Penalty: 3241.365967
	Iteration 31Q: 3 clusters Score -2110551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2110559.000000 Penalty: 3241.365967
	Iteration 32Q: 3 clusters Score -2110559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2110559.500000 Penalty: 3241.365967
	Iteration 33Q: 3 clusters Score -2110560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2110563.000000 Penalty: 3241.365967
	Iteration 34Q: 3 clusters Score -2110563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2110564.500000 Penalty: 3241.365967
	Iteration 35Q: 3 clusters Score -2110564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2110566.000000 Penalty: 3241.365967
	Iteration 36Q: 3 clusters Score -2110566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2110572.000000 Penalty: 3241.365967
	Iteration 37Q: 3 clusters Score -2110572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2110578.500000 Penalty: 3241.365967
	Iteration 38Q: 3 clusters Score -2110578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2110581.000000 Penalty: 3241.365967
	Iteration 39Q: 3 clusters Score -2110581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2110580.750000 Penalty: 3241.365967
	Iteration 40F: 3 clusters Score -2110581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2110580.500000 Penalty: 3241.365967
	Iteration 41Q: 3 clusters Score -2110580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2110580.500000 Penalty: 3241.365967
	Iteration 42F: 3 clusters Score -2110580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Entering Unmasked Estep 
Score: -1547753.750000 Penalty: 1578.400635
	Iteration 0F: 2 clusters Score -1547754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1536371.750000 Penalty: 3156.801270
	Iteration 0F: 3 clusters Score -1536372 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1540620.250000 Penalty: 3156.801270
	Iteration 1F: 3 clusters Score -1540620 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1541223.750000 Penalty: 3156.801270
	Iteration 2F: 3 clusters Score -1541224 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1541991.750000 Penalty: 3156.801270
	Iteration 3F: 3 clusters Score -1541992 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1542840.500000 Penalty: 3156.801270
	Iteration 4F: 3 clusters Score -1542840 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1543665.750000 Penalty: 3156.801270
	Iteration 5F: 3 clusters Score -1543666 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1544354.875000 Penalty: 3156.801270
	Iteration 6F: 3 clusters Score -1544355 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1544938.625000 Penalty: 3156.801270
	Iteration 7F: 3 clusters Score -1544939 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1545565.250000 Penalty: 3156.801270
	Iteration 8Q: 3 clusters Score -1545565 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1546257.750000 Penalty: 3156.801270
	Iteration 9Q: 3 clusters Score -1546258 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1546891.500000 Penalty: 3156.801270
	Iteration 10Q: 3 clusters Score -1546892 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1547400.750000 Penalty: 3156.801270
	Iteration 11Q: 3 clusters Score -1547401 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1547733.125000 Penalty: 3156.801270
	Iteration 12Q: 3 clusters Score -1547733 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1547920.250000 Penalty: 3156.801270
	Iteration 13Q: 3 clusters Score -1547920 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1548052.250000 Penalty: 3156.801270
	Iteration 14Q: 3 clusters Score -1548052 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1548136.625000 Penalty: 3156.801270
	Iteration 15Q: 3 clusters Score -1548137 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1548180.250000 Penalty: 3156.801270
	Iteration 16Q: 3 clusters Score -1548180 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1548211.000000 Penalty: 3156.801270
	Iteration 17Q: 3 clusters Score -1548211 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1548229.250000 Penalty: 3156.801270
	Iteration 18Q: 3 clusters Score -1548229 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1548247.625000 Penalty: 3156.801270
	Iteration 19Q: 3 clusters Score -1548248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1548261.375000 Penalty: 3156.801270
	Iteration 20F: 3 clusters Score -1548261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1548270.875000 Penalty: 3156.801270
	Iteration 21Q: 3 clusters Score -1548271 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1548274.250000 Penalty: 3156.801270
	Iteration 22Q: 3 clusters Score -1548274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1548281.625000 Penalty: 3156.801270
	Iteration 23Q: 3 clusters Score -1548282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1548287.250000 Penalty: 3156.801270
	Iteration 24Q: 3 clusters Score -1548287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1548287.625000 Penalty: 3156.801270
	Iteration 25Q: 3 clusters Score -1548288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1548287.375000 Penalty: 3156.801270
	Iteration 26Q: 3 clusters Score -1548287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1548290.125000 Penalty: 3156.801270
	Iteration 27Q: 3 clusters Score -1548290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1548288.875000 Penalty: 3156.801270
	Iteration 28Q: 3 clusters Score -1548289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1548288.625000 Penalty: 3156.801270
	Iteration 29Q: 3 clusters Score -1548289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1548291.250000 Penalty: 3156.801270
	Iteration 30Q: 3 clusters Score -1548291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1548291.750000 Penalty: 3156.801270
	Iteration 31Q: 3 clusters Score -1548292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1548295.500000 Penalty: 3156.801270
	Iteration 32Q: 3 clusters Score -1548296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1548296.500000 Penalty: 3156.801270
	Iteration 33Q: 3 clusters Score -1548296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1548290.375000 Penalty: 3156.801270
	Iteration 34Q: 3 clusters Score -1548290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1548293.000000 Penalty: 3156.801270
	Iteration 35Q: 3 clusters Score -1548293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1548296.625000 Penalty: 3156.801270
	Iteration 36Q: 3 clusters Score -1548297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1548293.000000 Penalty: 3156.801270
	Iteration 37Q: 3 clusters Score -1548293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1548294.625000 Penalty: 3156.801270
	Iteration 38Q: 3 clusters Score -1548295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1548296.750000 Penalty: 3156.801270
	Iteration 39Q: 3 clusters Score -1548297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1548295.875000 Penalty: 3156.801270
	Iteration 40F: 3 clusters Score -1548296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1548296.000000 Penalty: 3156.801270
	Iteration 41Q: 3 clusters Score -1548296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1548294.000000 Penalty: 3156.801270
	Iteration 42Q: 3 clusters Score -1548294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1548294.625000 Penalty: 3156.801270
	Iteration 43Q: 3 clusters Score -1548295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1548294.625000 Penalty: 3156.801270
	Iteration 44F: 3 clusters Score -1548295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44054 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 52226 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 33692 members 
Mstep: Class 30 contains 36273 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 14650 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 13416 members 
Mstep: Class 42 contains 9743 members 
Entering Unmasked Estep 
Score: -49757812.000000 Penalty: 90129.382812
Splitting cluster 12 changes total score from -49756284.000000 to -49757812.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 13 (22110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Entering Unmasked Estep 
Score: -2044127.875000 Penalty: 1625.615112
	Iteration 0F: 2 clusters Score -2044128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2029261.625000 Penalty: 3251.230225
	Iteration 0F: 3 clusters Score -2029262 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2034886.375000 Penalty: 3251.230225
	Iteration 1F: 3 clusters Score -2034886 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2035318.875000 Penalty: 3251.230225
	Iteration 2F: 3 clusters Score -2035319 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2035700.125000 Penalty: 3251.230225
	Iteration 3Q: 3 clusters Score -2035700 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2036099.875000 Penalty: 3251.230225
	Iteration 4Q: 3 clusters Score -2036100 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2036544.875000 Penalty: 3251.230225
	Iteration 5Q: 3 clusters Score -2036545 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2037068.750000 Penalty: 3251.230225
	Iteration 6Q: 3 clusters Score -2037069 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2037651.000000 Penalty: 3251.230225
	Iteration 7Q: 3 clusters Score -2037651 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2038269.500000 Penalty: 3251.230225
	Iteration 8Q: 3 clusters Score -2038270 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2038877.500000 Penalty: 3251.230225
	Iteration 9Q: 3 clusters Score -2038878 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2039407.625000 Penalty: 3251.230225
	Iteration 10Q: 3 clusters Score -2039408 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2039816.500000 Penalty: 3251.230225
	Iteration 11Q: 3 clusters Score -2039816 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2040089.750000 Penalty: 3251.230225
	Iteration 12Q: 3 clusters Score -2040090 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2040282.125000 Penalty: 3251.230225
	Iteration 13Q: 3 clusters Score -2040282 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2040456.375000 Penalty: 3251.230225
	Iteration 14Q: 3 clusters Score -2040456 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2040599.250000 Penalty: 3251.230225
	Iteration 15Q: 3 clusters Score -2040599 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2040730.750000 Penalty: 3251.230225
	Iteration 16Q: 3 clusters Score -2040731 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2040878.250000 Penalty: 3251.230225
	Iteration 17Q: 3 clusters Score -2040878 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2041008.875000 Penalty: 3251.230225
	Iteration 18Q: 3 clusters Score -2041009 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2041148.875000 Penalty: 3251.230225
	Iteration 19Q: 3 clusters Score -2041149 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2041276.750000 Penalty: 3251.230225
	Iteration 20F: 3 clusters Score -2041277 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2041417.000000 Penalty: 3251.230225
	Iteration 21Q: 3 clusters Score -2041417 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2041538.250000 Penalty: 3251.230225
	Iteration 22Q: 3 clusters Score -2041538 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2041680.500000 Penalty: 3251.230225
	Iteration 23Q: 3 clusters Score -2041680 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2041832.500000 Penalty: 3251.230225
	Iteration 24Q: 3 clusters Score -2041832 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2041969.000000 Penalty: 3251.230225
	Iteration 25Q: 3 clusters Score -2041969 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2042095.000000 Penalty: 3251.230225
	Iteration 26Q: 3 clusters Score -2042095 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2042179.875000 Penalty: 3251.230225
	Iteration 27Q: 3 clusters Score -2042180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2042262.500000 Penalty: 3251.230225
	Iteration 28Q: 3 clusters Score -2042262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2042321.125000 Penalty: 3251.230225
	Iteration 29Q: 3 clusters Score -2042321 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2042401.500000 Penalty: 3251.230225
	Iteration 30Q: 3 clusters Score -2042402 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2042460.875000 Penalty: 3251.230225
	Iteration 31Q: 3 clusters Score -2042461 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2042500.000000 Penalty: 3251.230225
	Iteration 32Q: 3 clusters Score -2042500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2042522.375000 Penalty: 3251.230225
	Iteration 33Q: 3 clusters Score -2042522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2042549.125000 Penalty: 3251.230225
	Iteration 34Q: 3 clusters Score -2042549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2042569.750000 Penalty: 3251.230225
	Iteration 35Q: 3 clusters Score -2042570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2042602.625000 Penalty: 3251.230225
	Iteration 36Q: 3 clusters Score -2042603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2042622.125000 Penalty: 3251.230225
	Iteration 37Q: 3 clusters Score -2042622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2042637.000000 Penalty: 3251.230225
	Iteration 38Q: 3 clusters Score -2042637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2042646.500000 Penalty: 3251.230225
	Iteration 39Q: 3 clusters Score -2042646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2042654.125000 Penalty: 3251.230225
	Iteration 40F: 3 clusters Score -2042654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2042665.875000 Penalty: 3251.230225
	Iteration 41Q: 3 clusters Score -2042666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2042673.000000 Penalty: 3251.230225
	Iteration 42Q: 3 clusters Score -2042673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2042679.500000 Penalty: 3251.230225
	Iteration 43Q: 3 clusters Score -2042680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2042687.750000 Penalty: 3251.230225
	Iteration 44Q: 3 clusters Score -2042688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2042691.750000 Penalty: 3251.230225
	Iteration 45Q: 3 clusters Score -2042692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2042697.125000 Penalty: 3251.230225
	Iteration 46Q: 3 clusters Score -2042697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2042699.500000 Penalty: 3251.230225
	Iteration 47Q: 3 clusters Score -2042700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2042704.625000 Penalty: 3251.230225
	Iteration 48Q: 3 clusters Score -2042705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2042707.500000 Penalty: 3251.230225
	Iteration 49Q: 3 clusters Score -2042708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2042716.375000 Penalty: 3251.230225
	Iteration 50Q: 3 clusters Score -2042716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2042721.375000 Penalty: 3251.230225
	Iteration 51Q: 3 clusters Score -2042721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2042724.500000 Penalty: 3251.230225
	Iteration 52Q: 3 clusters Score -2042724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2042735.875000 Penalty: 3251.230225
	Iteration 53Q: 3 clusters Score -2042736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2042745.500000 Penalty: 3251.230225
	Iteration 54Q: 3 clusters Score -2042746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2042751.625000 Penalty: 3251.230225
	Iteration 55Q: 3 clusters Score -2042752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2042755.000000 Penalty: 3251.230225
	Iteration 56Q: 3 clusters Score -2042755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2042763.375000 Penalty: 3251.230225
	Iteration 57Q: 3 clusters Score -2042763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2042765.375000 Penalty: 3251.230225
	Iteration 58Q: 3 clusters Score -2042765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2042770.000000 Penalty: 3251.230225
	Iteration 59Q: 3 clusters Score -2042770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2042774.000000 Penalty: 3251.230225
	Iteration 60F: 3 clusters Score -2042774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2042772.500000 Penalty: 3251.230225
	Iteration 61Q: 3 clusters Score -2042772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2042776.375000 Penalty: 3251.230225
	Iteration 62Q: 3 clusters Score -2042776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2042779.500000 Penalty: 3251.230225
	Iteration 63Q: 3 clusters Score -2042780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2042781.625000 Penalty: 3251.230225
	Iteration 64Q: 3 clusters Score -2042782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2042781.625000 Penalty: 3251.230225
	Iteration 65F: 3 clusters Score -2042782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -78075.859375 Penalty: 1099.506104
	Iteration 0F: 2 clusters Score -78075.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76749.671875 Penalty: 2199.012207
	Iteration 0F: 3 clusters Score -76749.67 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -77019.453125 Penalty: 2199.012207
	Iteration 1F: 3 clusters Score -77019.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77094.992188 Penalty: 2199.012207
	Iteration 2F: 3 clusters Score -77094.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77129.890625 Penalty: 2199.012207
	Iteration 3Q: 3 clusters Score -77129.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -77144.648438 Penalty: 2199.012207
	Iteration 4Q: 3 clusters Score -77144.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77156.109375 Penalty: 2199.012207
	Iteration 5Q: 3 clusters Score -77156.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77163.648438 Penalty: 2199.012207
	Iteration 6Q: 3 clusters Score -77163.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77167.125000 Penalty: 2199.012207
	Iteration 7Q: 3 clusters Score -77167.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -77175.250000 Penalty: 2199.012207
	Iteration 8Q: 3 clusters Score -77175.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77178.570312 Penalty: 2199.012207
	Iteration 9Q: 3 clusters Score -77178.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -77182.945312 Penalty: 2199.012207
	Iteration 10Q: 3 clusters Score -77182.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77184.187500 Penalty: 2199.012207
	Iteration 11Q: 3 clusters Score -77184.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77186.218750 Penalty: 2199.012207
	Iteration 12Q: 3 clusters Score -77186.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77189.515625 Penalty: 2199.012207
	Iteration 13Q: 3 clusters Score -77189.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77191.414062 Penalty: 2199.012207
	Iteration 14Q: 3 clusters Score -77191.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77194.234375 Penalty: 2199.012207
	Iteration 15Q: 3 clusters Score -77194.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77198.570312 Penalty: 2199.012207
	Iteration 16Q: 3 clusters Score -77198.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77199.453125 Penalty: 2199.012207
	Iteration 17Q: 3 clusters Score -77199.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -77200.148438 Penalty: 2199.012207
	Iteration 18Q: 3 clusters Score -77200.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77201.148438 Penalty: 2199.012207
	Iteration 19Q: 3 clusters Score -77201.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77201.820312 Penalty: 2199.012207
	Iteration 20F: 3 clusters Score -77201.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77204.351562 Penalty: 2199.012207
	Iteration 21Q: 3 clusters Score -77204.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77205.273438 Penalty: 2199.012207
	Iteration 22Q: 3 clusters Score -77205.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77205.273438 Penalty: 2199.012207
	Iteration 23F: 3 clusters Score -77205.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Entering Unmasked Estep 
Score: -1334744.125000 Penalty: 1549.406982
	Iteration 0F: 2 clusters Score -1334744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1325130.500000 Penalty: 3098.813965
	Iteration 0F: 3 clusters Score -1325130 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1328467.375000 Penalty: 3098.813965
	Iteration 1F: 3 clusters Score -1328467 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1328821.375000 Penalty: 3098.813965
	Iteration 2F: 3 clusters Score -1328821 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1329171.000000 Penalty: 3098.813965
	Iteration 3F: 3 clusters Score -1329171 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1329627.125000 Penalty: 3098.813965
	Iteration 4F: 3 clusters Score -1329627 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1330118.125000 Penalty: 3098.813965
	Iteration 5F: 3 clusters Score -1330118 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1330676.750000 Penalty: 3098.813965
	Iteration 6F: 3 clusters Score -1330677 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1331265.250000 Penalty: 3098.813965
	Iteration 7F: 3 clusters Score -1331265 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1331803.125000 Penalty: 3098.813965
	Iteration 8F: 3 clusters Score -1331803 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1332187.000000 Penalty: 3098.813965
	Iteration 9Q: 3 clusters Score -1332187 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1332407.875000 Penalty: 3098.813965
	Iteration 10Q: 3 clusters Score -1332408 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1332518.000000 Penalty: 3098.813965
	Iteration 11Q: 3 clusters Score -1332518 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1332576.750000 Penalty: 3098.813965
	Iteration 12Q: 3 clusters Score -1332577 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1332624.750000 Penalty: 3098.813965
	Iteration 13Q: 3 clusters Score -1332625 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1332665.125000 Penalty: 3098.813965
	Iteration 14Q: 3 clusters Score -1332665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1332703.500000 Penalty: 3098.813965
	Iteration 15Q: 3 clusters Score -1332704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1332739.375000 Penalty: 3098.813965
	Iteration 16Q: 3 clusters Score -1332739 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1332777.875000 Penalty: 3098.813965
	Iteration 17Q: 3 clusters Score -1332778 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1332803.625000 Penalty: 3098.813965
	Iteration 18Q: 3 clusters Score -1332804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1332834.500000 Penalty: 3098.813965
	Iteration 19Q: 3 clusters Score -1332834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1332866.250000 Penalty: 3098.813965
	Iteration 20F: 3 clusters Score -1332866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1332899.500000 Penalty: 3098.813965
	Iteration 21Q: 3 clusters Score -1332900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1332939.500000 Penalty: 3098.813965
	Iteration 22Q: 3 clusters Score -1332940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1332977.875000 Penalty: 3098.813965
	Iteration 23Q: 3 clusters Score -1332978 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1333016.750000 Penalty: 3098.813965
	Iteration 24Q: 3 clusters Score -1333017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1333053.625000 Penalty: 3098.813965
	Iteration 25Q: 3 clusters Score -1333054 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1333090.000000 Penalty: 3098.813965
	Iteration 26Q: 3 clusters Score -1333090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1333137.875000 Penalty: 3098.813965
	Iteration 27Q: 3 clusters Score -1333138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1333186.625000 Penalty: 3098.813965
	Iteration 28Q: 3 clusters Score -1333187 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1333233.000000 Penalty: 3098.813965
	Iteration 29Q: 3 clusters Score -1333233 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1333279.750000 Penalty: 3098.813965
	Iteration 30Q: 3 clusters Score -1333280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1333334.375000 Penalty: 3098.813965
	Iteration 31Q: 3 clusters Score -1333334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1333371.000000 Penalty: 3098.813965
	Iteration 32Q: 3 clusters Score -1333371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1333413.000000 Penalty: 3098.813965
	Iteration 33Q: 3 clusters Score -1333413 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1333446.875000 Penalty: 3098.813965
	Iteration 34Q: 3 clusters Score -1333447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1333480.500000 Penalty: 3098.813965
	Iteration 35Q: 3 clusters Score -1333480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1333516.875000 Penalty: 3098.813965
	Iteration 36Q: 3 clusters Score -1333517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1333559.625000 Penalty: 3098.813965
	Iteration 37Q: 3 clusters Score -1333560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1333596.625000 Penalty: 3098.813965
	Iteration 38Q: 3 clusters Score -1333597 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1333621.625000 Penalty: 3098.813965
	Iteration 39Q: 3 clusters Score -1333622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1333639.750000 Penalty: 3098.813965
	Iteration 40F: 3 clusters Score -1333640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1333664.375000 Penalty: 3098.813965
	Iteration 41Q: 3 clusters Score -1333664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1333695.875000 Penalty: 3098.813965
	Iteration 42Q: 3 clusters Score -1333696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1333717.000000 Penalty: 3098.813965
	Iteration 43Q: 3 clusters Score -1333717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1333741.250000 Penalty: 3098.813965
	Iteration 44Q: 3 clusters Score -1333741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1333764.125000 Penalty: 3098.813965
	Iteration 45Q: 3 clusters Score -1333764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1333778.625000 Penalty: 3098.813965
	Iteration 46Q: 3 clusters Score -1333779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1333794.125000 Penalty: 3098.813965
	Iteration 47Q: 3 clusters Score -1333794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1333799.875000 Penalty: 3098.813965
	Iteration 48Q: 3 clusters Score -1333800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1333800.750000 Penalty: 3098.813965
	Iteration 49Q: 3 clusters Score -1333801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1333802.750000 Penalty: 3098.813965
	Iteration 50Q: 3 clusters Score -1333803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1333802.375000 Penalty: 3098.813965
	Iteration 51Q: 3 clusters Score -1333802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1333802.500000 Penalty: 3098.813965
	Iteration 52Q: 3 clusters Score -1333802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1333802.500000 Penalty: 3098.813965
	Iteration 53Q: 3 clusters Score -1333802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1333802.875000 Penalty: 3098.813965
	Iteration 54Q: 3 clusters Score -1333803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1333802.750000 Penalty: 3098.813965
	Iteration 55Q: 3 clusters Score -1333803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1333802.625000 Penalty: 3098.813965
	Iteration 56Q: 3 clusters Score -1333803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1333804.625000 Penalty: 3098.813965
	Iteration 57Q: 3 clusters Score -1333805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1333806.625000 Penalty: 3098.813965
	Iteration 58Q: 3 clusters Score -1333807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1333806.625000 Penalty: 3098.813965
	Iteration 59F: 3 clusters Score -1333807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -969787.312500 Penalty: 1516.223999
	Iteration 0F: 2 clusters Score -969787.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -961790.125000 Penalty: 3032.447998
	Iteration 0F: 3 clusters Score -961790.1 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -964475.625000 Penalty: 3032.447998
	Iteration 1F: 3 clusters Score -964475.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -964838.500000 Penalty: 3032.447998
	Iteration 2F: 3 clusters Score -964838.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -965134.875000 Penalty: 3032.447998
	Iteration 3F: 3 clusters Score -965134.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -965402.937500 Penalty: 3032.447998
	Iteration 4Q: 3 clusters Score -965402.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -965703.000000 Penalty: 3032.447998
	Iteration 5Q: 3 clusters Score -965703 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -966073.250000 Penalty: 3032.447998
	Iteration 6F: 3 clusters Score -966073.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -966479.812500 Penalty: 3032.447998
	Iteration 7F: 3 clusters Score -966479.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -966900.500000 Penalty: 3032.447998
	Iteration 8F: 3 clusters Score -966900.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -967347.062500 Penalty: 3032.447998
	Iteration 9Q: 3 clusters Score -967347.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -967721.375000 Penalty: 3032.447998
	Iteration 10Q: 3 clusters Score -967721.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -967980.500000 Penalty: 3032.447998
	Iteration 11Q: 3 clusters Score -967980.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -968155.875000 Penalty: 3032.447998
	Iteration 12Q: 3 clusters Score -968155.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -968267.875000 Penalty: 3032.447998
	Iteration 13Q: 3 clusters Score -968267.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -968352.062500 Penalty: 3032.447998
	Iteration 14Q: 3 clusters Score -968352.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -968411.750000 Penalty: 3032.447998
	Iteration 15Q: 3 clusters Score -968411.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -968467.562500 Penalty: 3032.447998
	Iteration 16Q: 3 clusters Score -968467.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -968518.000000 Penalty: 3032.447998
	Iteration 17Q: 3 clusters Score -968518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -968577.562500 Penalty: 3032.447998
	Iteration 18Q: 3 clusters Score -968577.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -968615.687500 Penalty: 3032.447998
	Iteration 19Q: 3 clusters Score -968615.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -968644.062500 Penalty: 3032.447998
	Iteration 20F: 3 clusters Score -968644.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -968666.750000 Penalty: 3032.447998
	Iteration 21Q: 3 clusters Score -968666.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -968687.750000 Penalty: 3032.447998
	Iteration 22Q: 3 clusters Score -968687.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -968701.250000 Penalty: 3032.447998
	Iteration 23Q: 3 clusters Score -968701.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -968710.687500 Penalty: 3032.447998
	Iteration 24Q: 3 clusters Score -968710.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -968717.312500 Penalty: 3032.447998
	Iteration 25Q: 3 clusters Score -968717.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -968719.875000 Penalty: 3032.447998
	Iteration 26Q: 3 clusters Score -968719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -968721.687500 Penalty: 3032.447998
	Iteration 27Q: 3 clusters Score -968721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -968723.125000 Penalty: 3032.447998
	Iteration 28Q: 3 clusters Score -968723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -968724.312500 Penalty: 3032.447998
	Iteration 29Q: 3 clusters Score -968724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -968723.375000 Penalty: 3032.447998
	Iteration 30Q: 3 clusters Score -968723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -968725.375000 Penalty: 3032.447998
	Iteration 31Q: 3 clusters Score -968725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -968724.875000 Penalty: 3032.447998
	Iteration 32Q: 3 clusters Score -968724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -968726.500000 Penalty: 3032.447998
	Iteration 33Q: 3 clusters Score -968726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -968727.062500 Penalty: 3032.447998
	Iteration 34Q: 3 clusters Score -968727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -968728.687500 Penalty: 3032.447998
	Iteration 35Q: 3 clusters Score -968728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -968728.687500 Penalty: 3032.447998
	Iteration 36F: 3 clusters Score -968728.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -161645.750000 Penalty: 1217.211060
	Iteration 0F: 2 clusters Score -161645.8 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 898 members 
Entering Unmasked Estep 
Score: -159667.890625 Penalty: 2434.422119
	Iteration 0F: 3 clusters Score -159667.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160078.468750 Penalty: 2434.422119
	Iteration 1F: 3 clusters Score -160078.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -160194.109375 Penalty: 2434.422119
	Iteration 2F: 3 clusters Score -160194.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -160278.062500 Penalty: 2434.422119
	Iteration 3F: 3 clusters Score -160278.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -160340.000000 Penalty: 2434.422119
	Iteration 4Q: 3 clusters Score -160340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -160388.671875 Penalty: 2434.422119
	Iteration 5Q: 3 clusters Score -160388.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -160430.000000 Penalty: 2434.422119
	Iteration 6Q: 3 clusters Score -160430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -160467.328125 Penalty: 2434.422119
	Iteration 7Q: 3 clusters Score -160467.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -160506.562500 Penalty: 2434.422119
	Iteration 8Q: 3 clusters Score -160506.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160532.375000 Penalty: 2434.422119
	Iteration 9Q: 3 clusters Score -160532.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -160560.062500 Penalty: 2434.422119
	Iteration 10Q: 3 clusters Score -160560.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -160590.312500 Penalty: 2434.422119
	Iteration 11Q: 3 clusters Score -160590.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -160612.328125 Penalty: 2434.422119
	Iteration 12Q: 3 clusters Score -160612.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -160636.546875 Penalty: 2434.422119
	Iteration 13Q: 3 clusters Score -160636.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -160658.765625 Penalty: 2434.422119
	Iteration 14Q: 3 clusters Score -160658.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -160685.140625 Penalty: 2434.422119
	Iteration 15Q: 3 clusters Score -160685.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -160708.984375 Penalty: 2434.422119
	Iteration 16Q: 3 clusters Score -160709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -160729.328125 Penalty: 2434.422119
	Iteration 17Q: 3 clusters Score -160729.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -160750.109375 Penalty: 2434.422119
	Iteration 18Q: 3 clusters Score -160750.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -160763.984375 Penalty: 2434.422119
	Iteration 19Q: 3 clusters Score -160764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -160778.093750 Penalty: 2434.422119
	Iteration 20F: 3 clusters Score -160778.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -160788.812500 Penalty: 2434.422119
	Iteration 21Q: 3 clusters Score -160788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -160799.640625 Penalty: 2434.422119
	Iteration 22Q: 3 clusters Score -160799.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -160808.421875 Penalty: 2434.422119
	Iteration 23Q: 3 clusters Score -160808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -160815.234375 Penalty: 2434.422119
	Iteration 24Q: 3 clusters Score -160815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -160819.687500 Penalty: 2434.422119
	Iteration 25Q: 3 clusters Score -160819.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -160825.406250 Penalty: 2434.422119
	Iteration 26Q: 3 clusters Score -160825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -160828.906250 Penalty: 2434.422119
	Iteration 27Q: 3 clusters Score -160828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -160833.562500 Penalty: 2434.422119
	Iteration 28Q: 3 clusters Score -160833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -160837.156250 Penalty: 2434.422119
	Iteration 29Q: 3 clusters Score -160837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -160845.375000 Penalty: 2434.422119
	Iteration 30Q: 3 clusters Score -160845.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -160852.750000 Penalty: 2434.422119
	Iteration 31Q: 3 clusters Score -160852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -160861.031250 Penalty: 2434.422119
	Iteration 32Q: 3 clusters Score -160861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -160869.375000 Penalty: 2434.422119
	Iteration 33Q: 3 clusters Score -160869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -160870.859375 Penalty: 2434.422119
	Iteration 34Q: 3 clusters Score -160870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -160871.312500 Penalty: 2434.422119
	Iteration 35Q: 3 clusters Score -160871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -160871.312500 Penalty: 2434.422119
	Iteration 36F: 3 clusters Score -160871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -218466.000000 Penalty: 1274.816528
	Iteration 0F: 2 clusters Score -218466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -216059.515625 Penalty: 2549.633057
	Iteration 0F: 3 clusters Score -216059.5 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -216609.562500 Penalty: 2549.633057
	Iteration 1F: 3 clusters Score -216609.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -216743.578125 Penalty: 2549.633057
	Iteration 2F: 3 clusters Score -216743.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -216843.609375 Penalty: 2549.633057
	Iteration 3Q: 3 clusters Score -216843.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -216911.421875 Penalty: 2549.633057
	Iteration 4Q: 3 clusters Score -216911.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -216950.000000 Penalty: 2549.633057
	Iteration 5Q: 3 clusters Score -216950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -216979.828125 Penalty: 2549.633057
	Iteration 6Q: 3 clusters Score -216979.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -217003.359375 Penalty: 2549.633057
	Iteration 7Q: 3 clusters Score -217003.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -217027.125000 Penalty: 2549.633057
	Iteration 8Q: 3 clusters Score -217027.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -217056.296875 Penalty: 2549.633057
	Iteration 9Q: 3 clusters Score -217056.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -217082.671875 Penalty: 2549.633057
	Iteration 10Q: 3 clusters Score -217082.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -217107.343750 Penalty: 2549.633057
	Iteration 11Q: 3 clusters Score -217107.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -217133.734375 Penalty: 2549.633057
	Iteration 12Q: 3 clusters Score -217133.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -217152.953125 Penalty: 2549.633057
	Iteration 13Q: 3 clusters Score -217153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -217173.484375 Penalty: 2549.633057
	Iteration 14Q: 3 clusters Score -217173.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -217196.140625 Penalty: 2549.633057
	Iteration 15Q: 3 clusters Score -217196.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -217222.531250 Penalty: 2549.633057
	Iteration 16Q: 3 clusters Score -217222.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -217254.859375 Penalty: 2549.633057
	Iteration 17Q: 3 clusters Score -217254.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -217288.734375 Penalty: 2549.633057
	Iteration 18Q: 3 clusters Score -217288.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -217318.250000 Penalty: 2549.633057
	Iteration 19Q: 3 clusters Score -217318.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -217335.984375 Penalty: 2549.633057
	Iteration 20F: 3 clusters Score -217336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -217355.015625 Penalty: 2549.633057
	Iteration 21Q: 3 clusters Score -217355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -217365.968750 Penalty: 2549.633057
	Iteration 22Q: 3 clusters Score -217366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -217375.937500 Penalty: 2549.633057
	Iteration 23Q: 3 clusters Score -217375.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -217386.250000 Penalty: 2549.633057
	Iteration 24Q: 3 clusters Score -217386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -217396.562500 Penalty: 2549.633057
	Iteration 25Q: 3 clusters Score -217396.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -217405.125000 Penalty: 2549.633057
	Iteration 26Q: 3 clusters Score -217405.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -217415.015625 Penalty: 2549.633057
	Iteration 27Q: 3 clusters Score -217415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -217425.671875 Penalty: 2549.633057
	Iteration 28Q: 3 clusters Score -217425.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -217432.765625 Penalty: 2549.633057
	Iteration 29Q: 3 clusters Score -217432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -217437.046875 Penalty: 2549.633057
	Iteration 30Q: 3 clusters Score -217437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -217440.906250 Penalty: 2549.633057
	Iteration 31Q: 3 clusters Score -217440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -217445.718750 Penalty: 2549.633057
	Iteration 32Q: 3 clusters Score -217445.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -217450.656250 Penalty: 2549.633057
	Iteration 33Q: 3 clusters Score -217450.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -217455.906250 Penalty: 2549.633057
	Iteration 34Q: 3 clusters Score -217455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -217457.578125 Penalty: 2549.633057
	Iteration 35Q: 3 clusters Score -217457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -217461.578125 Penalty: 2549.633057
	Iteration 36Q: 3 clusters Score -217461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -217463.500000 Penalty: 2549.633057
	Iteration 37Q: 3 clusters Score -217463.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -217466.562500 Penalty: 2549.633057
	Iteration 38Q: 3 clusters Score -217466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -217469.562500 Penalty: 2549.633057
	Iteration 39Q: 3 clusters Score -217469.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -217473.281250 Penalty: 2549.633057
	Iteration 40F: 3 clusters Score -217473.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -217476.687500 Penalty: 2549.633057
	Iteration 41Q: 3 clusters Score -217476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -217479.671875 Penalty: 2549.633057
	Iteration 42Q: 3 clusters Score -217479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -217480.703125 Penalty: 2549.633057
	Iteration 43Q: 3 clusters Score -217480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -217482.390625 Penalty: 2549.633057
	Iteration 44Q: 3 clusters Score -217482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -217482.812500 Penalty: 2549.633057
	Iteration 45Q: 3 clusters Score -217482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -217484.078125 Penalty: 2549.633057
	Iteration 46Q: 3 clusters Score -217484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -217484.921875 Penalty: 2549.633057
	Iteration 47Q: 3 clusters Score -217484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -217485.718750 Penalty: 2549.633057
	Iteration 48Q: 3 clusters Score -217485.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -217485.421875 Penalty: 2549.633057
	Iteration 49Q: 3 clusters Score -217485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -217485.421875 Penalty: 2549.633057
	Iteration 50F: 3 clusters Score -217485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -418587.218750 Penalty: 1365.143555
	Iteration 0F: 2 clusters Score -418587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -414941.031250 Penalty: 2730.287109
	Iteration 0F: 3 clusters Score -414941 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -416018.593750 Penalty: 2730.287109
	Iteration 1F: 3 clusters Score -416018.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -416268.531250 Penalty: 2730.287109
	Iteration 2F: 3 clusters Score -416268.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -416447.062500 Penalty: 2730.287109
	Iteration 3F: 3 clusters Score -416447.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -416625.281250 Penalty: 2730.287109
	Iteration 4F: 3 clusters Score -416625.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -416798.406250 Penalty: 2730.287109
	Iteration 5F: 3 clusters Score -416798.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -416951.406250 Penalty: 2730.287109
	Iteration 6Q: 3 clusters Score -416951.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -417146.468750 Penalty: 2730.287109
	Iteration 7Q: 3 clusters Score -417146.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -417361.156250 Penalty: 2730.287109
	Iteration 8Q: 3 clusters Score -417361.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -417550.125000 Penalty: 2730.287109
	Iteration 9Q: 3 clusters Score -417550.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -417686.187500 Penalty: 2730.287109
	Iteration 10Q: 3 clusters Score -417686.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -417780.562500 Penalty: 2730.287109
	Iteration 11Q: 3 clusters Score -417780.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -417838.125000 Penalty: 2730.287109
	Iteration 12Q: 3 clusters Score -417838.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -417865.312500 Penalty: 2730.287109
	Iteration 13Q: 3 clusters Score -417865.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -417878.250000 Penalty: 2730.287109
	Iteration 14Q: 3 clusters Score -417878.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -417888.593750 Penalty: 2730.287109
	Iteration 15Q: 3 clusters Score -417888.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -417892.812500 Penalty: 2730.287109
	Iteration 16Q: 3 clusters Score -417892.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -417897.312500 Penalty: 2730.287109
	Iteration 17Q: 3 clusters Score -417897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -417899.750000 Penalty: 2730.287109
	Iteration 18Q: 3 clusters Score -417899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -417899.312500 Penalty: 2730.287109
	Iteration 19Q: 3 clusters Score -417899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -417899.656250 Penalty: 2730.287109
	Iteration 20F: 3 clusters Score -417899.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -417900.218750 Penalty: 2730.287109
	Iteration 21Q: 3 clusters Score -417900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -417900.906250 Penalty: 2730.287109
	Iteration 22Q: 3 clusters Score -417900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -417902.125000 Penalty: 2730.287109
	Iteration 23Q: 3 clusters Score -417902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -417902.687500 Penalty: 2730.287109
	Iteration 24Q: 3 clusters Score -417902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -417903.468750 Penalty: 2730.287109
	Iteration 25Q: 3 clusters Score -417903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -417904.843750 Penalty: 2730.287109
	Iteration 26Q: 3 clusters Score -417904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -417905.156250 Penalty: 2730.287109
	Iteration 27Q: 3 clusters Score -417905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -417906.531250 Penalty: 2730.287109
	Iteration 28Q: 3 clusters Score -417906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -417908.062500 Penalty: 2730.287109
	Iteration 29Q: 3 clusters Score -417908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -417908.656250 Penalty: 2730.287109
	Iteration 30Q: 3 clusters Score -417908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -417909.093750 Penalty: 2730.287109
	Iteration 31Q: 3 clusters Score -417909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -417909.000000 Penalty: 2730.287109
	Iteration 32Q: 3 clusters Score -417909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -417909.750000 Penalty: 2730.287109
	Iteration 33Q: 3 clusters Score -417909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -417909.968750 Penalty: 2730.287109
	Iteration 34Q: 3 clusters Score -417910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -417910.875000 Penalty: 2730.287109
	Iteration 35Q: 3 clusters Score -417910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -417911.062500 Penalty: 2730.287109
	Iteration 36Q: 3 clusters Score -417911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -417911.062500 Penalty: 2730.287109
	Iteration 37F: 3 clusters Score -417911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Entering Unmasked Estep 
Score: -3512759.500000 Penalty: 1707.411499
	Iteration 0F: 2 clusters Score -3512760 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 18374 members 
Entering Unmasked Estep 
Score: -3489316.500000 Penalty: 3414.822998
	Iteration 0F: 3 clusters Score -3489316 nChanged 17071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3498715.750000 Penalty: 3414.822998
	Iteration 1F: 3 clusters Score -3498716 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3499075.000000 Penalty: 3414.822998
	Iteration 2Q: 3 clusters Score -3499075 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3499397.250000 Penalty: 3414.822998
	Iteration 3Q: 3 clusters Score -3499397 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3499723.250000 Penalty: 3414.822998
	Iteration 4Q: 3 clusters Score -3499723 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3500152.250000 Penalty: 3414.822998
	Iteration 5Q: 3 clusters Score -3500152 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3500658.000000 Penalty: 3414.822998
	Iteration 6Q: 3 clusters Score -3500658 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3501381.000000 Penalty: 3414.822998
	Iteration 7Q: 3 clusters Score -3501381 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3502323.000000 Penalty: 3414.822998
	Iteration 8Q: 3 clusters Score -3502323 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3503524.250000 Penalty: 3414.822998
	Iteration 9F: 3 clusters Score -3503524 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3504904.750000 Penalty: 3414.822998
	Iteration 10F: 3 clusters Score -3504905 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3506170.750000 Penalty: 3414.822998
	Iteration 11F: 3 clusters Score -3506171 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3507106.000000 Penalty: 3414.822998
	Iteration 12Q: 3 clusters Score -3507106 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3507725.750000 Penalty: 3414.822998
	Iteration 13Q: 3 clusters Score -3507726 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3508091.750000 Penalty: 3414.822998
	Iteration 14Q: 3 clusters Score -3508092 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3508349.000000 Penalty: 3414.822998
	Iteration 15Q: 3 clusters Score -3508349 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3508515.000000 Penalty: 3414.822998
	Iteration 16Q: 3 clusters Score -3508515 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3508652.750000 Penalty: 3414.822998
	Iteration 17Q: 3 clusters Score -3508653 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3508792.500000 Penalty: 3414.822998
	Iteration 18Q: 3 clusters Score -3508792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3508924.750000 Penalty: 3414.822998
	Iteration 19Q: 3 clusters Score -3508925 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3509036.250000 Penalty: 3414.822998
	Iteration 20F: 3 clusters Score -3509036 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3509168.750000 Penalty: 3414.822998
	Iteration 21Q: 3 clusters Score -3509169 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3509300.000000 Penalty: 3414.822998
	Iteration 22Q: 3 clusters Score -3509300 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3509428.000000 Penalty: 3414.822998
	Iteration 23Q: 3 clusters Score -3509428 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -3509543.750000 Penalty: 3414.822998
	Iteration 24Q: 3 clusters Score -3509544 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3509694.000000 Penalty: 3414.822998
	Iteration 25Q: 3 clusters Score -3509694 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -3509830.000000 Penalty: 3414.822998
	Iteration 26Q: 3 clusters Score -3509830 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -3509990.750000 Penalty: 3414.822998
	Iteration 27Q: 3 clusters Score -3509991 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3510124.500000 Penalty: 3414.822998
	Iteration 28Q: 3 clusters Score -3510124 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -3510256.500000 Penalty: 3414.822998
	Iteration 29Q: 3 clusters Score -3510256 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3510378.000000 Penalty: 3414.822998
	Iteration 30Q: 3 clusters Score -3510378 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -3510507.000000 Penalty: 3414.822998
	Iteration 31Q: 3 clusters Score -3510507 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -3510632.250000 Penalty: 3414.822998
	Iteration 32Q: 3 clusters Score -3510632 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3510782.750000 Penalty: 3414.822998
	Iteration 33Q: 3 clusters Score -3510783 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3510921.750000 Penalty: 3414.822998
	Iteration 34Q: 3 clusters Score -3510922 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3511049.750000 Penalty: 3414.822998
	Iteration 35Q: 3 clusters Score -3511050 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3511111.500000 Penalty: 3414.822998
	Iteration 36Q: 3 clusters Score -3511112 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3511130.250000 Penalty: 3414.822998
	Iteration 37Q: 3 clusters Score -3511130 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -3511155.250000 Penalty: 3414.822998
	Iteration 38Q: 3 clusters Score -3511155 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -3511172.750000 Penalty: 3414.822998
	Iteration 39Q: 3 clusters Score -3511173 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3511203.750000 Penalty: 3414.822998
	Iteration 40F: 3 clusters Score -3511204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -3511219.250000 Penalty: 3414.822998
	Iteration 41Q: 3 clusters Score -3511219 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -3511232.500000 Penalty: 3414.822998
	Iteration 42Q: 3 clusters Score -3511232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -3511239.000000 Penalty: 3414.822998
	Iteration 43Q: 3 clusters Score -3511239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -3511247.750000 Penalty: 3414.822998
	Iteration 44Q: 3 clusters Score -3511248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -3511255.750000 Penalty: 3414.822998
	Iteration 45Q: 3 clusters Score -3511256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -3511255.500000 Penalty: 3414.822998
	Iteration 46Q: 3 clusters Score -3511256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -3511275.750000 Penalty: 3414.822998
	Iteration 47Q: 3 clusters Score -3511276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3511288.500000 Penalty: 3414.822998
	Iteration 48Q: 3 clusters Score -3511288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -3511324.250000 Penalty: 3414.822998
	Iteration 49Q: 3 clusters Score -3511324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -3511348.500000 Penalty: 3414.822998
	Iteration 50Q: 3 clusters Score -3511348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3511357.000000 Penalty: 3414.822998
	Iteration 51Q: 3 clusters Score -3511357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -3511362.750000 Penalty: 3414.822998
	Iteration 52Q: 3 clusters Score -3511363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3511377.000000 Penalty: 3414.822998
	Iteration 53Q: 3 clusters Score -3511377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -3511377.500000 Penalty: 3414.822998
	Iteration 54Q: 3 clusters Score -3511378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3511388.500000 Penalty: 3414.822998
	Iteration 55Q: 3 clusters Score -3511388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -3511386.750000 Penalty: 3414.822998
	Iteration 56Q: 3 clusters Score -3511387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -3511401.500000 Penalty: 3414.822998
	Iteration 57Q: 3 clusters Score -3511402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -3511400.750000 Penalty: 3414.822998
	Iteration 58Q: 3 clusters Score -3511401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -3511412.250000 Penalty: 3414.822998
	Iteration 59Q: 3 clusters Score -3511412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -3511421.000000 Penalty: 3414.822998
	Iteration 60F: 3 clusters Score -3511421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -3511425.000000 Penalty: 3414.822998
	Iteration 61Q: 3 clusters Score -3511425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -3511436.000000 Penalty: 3414.822998
	Iteration 62Q: 3 clusters Score -3511436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -3511446.000000 Penalty: 3414.822998
	Iteration 63Q: 3 clusters Score -3511446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3511445.750000 Penalty: 3414.822998
	Iteration 64Q: 3 clusters Score -3511446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3511451.250000 Penalty: 3414.822998
	Iteration 65Q: 3 clusters Score -3511451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3511452.000000 Penalty: 3414.822998
	Iteration 66Q: 3 clusters Score -3511452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3511452.000000 Penalty: 3414.822998
	Iteration 67Q: 3 clusters Score -3511452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -3511451.250000 Penalty: 3414.822998
	Iteration 68Q: 3 clusters Score -3511451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3511449.750000 Penalty: 3414.822998
	Iteration 69Q: 3 clusters Score -3511450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -3511459.500000 Penalty: 3414.822998
	Iteration 70Q: 3 clusters Score -3511460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -3511454.250000 Penalty: 3414.822998
	Iteration 71Q: 3 clusters Score -3511454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -3511459.750000 Penalty: 3414.822998
	Iteration 72Q: 3 clusters Score -3511460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -3511460.250000 Penalty: 3414.822998
	Iteration 73Q: 3 clusters Score -3511460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -3511461.750000 Penalty: 3414.822998
	Iteration 74Q: 3 clusters Score -3511462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3511467.250000 Penalty: 3414.822998
	Iteration 75Q: 3 clusters Score -3511467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -3511471.250000 Penalty: 3414.822998
	Iteration 76Q: 3 clusters Score -3511471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -3511469.500000 Penalty: 3414.822998
	Iteration 77Q: 3 clusters Score -3511470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -3511468.000000 Penalty: 3414.822998
	Iteration 78Q: 3 clusters Score -3511468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -3511467.750000 Penalty: 3414.822998
	Iteration 79Q: 3 clusters Score -3511468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -3511470.500000 Penalty: 3414.822998
	Iteration 80F: 3 clusters Score -3511470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -3511477.500000 Penalty: 3414.822998
	Iteration 81Q: 3 clusters Score -3511478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -3511474.500000 Penalty: 3414.822998
	Iteration 82Q: 3 clusters Score -3511474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -3511478.250000 Penalty: 3414.822998
	Iteration 83Q: 3 clusters Score -3511478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -3511484.000000 Penalty: 3414.822998
	Iteration 84Q: 3 clusters Score -3511484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -3511486.250000 Penalty: 3414.822998
	Iteration 85Q: 3 clusters Score -3511486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -3511486.750000 Penalty: 3414.822998
	Iteration 86Q: 3 clusters Score -3511487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -3511490.750000 Penalty: 3414.822998
	Iteration 87Q: 3 clusters Score -3511491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3511488.750000 Penalty: 3414.822998
	Iteration 88Q: 3 clusters Score -3511489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -3511485.000000 Penalty: 3414.822998
	Iteration 89Q: 3 clusters Score -3511485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -3511486.250000 Penalty: 3414.822998
	Iteration 90Q: 3 clusters Score -3511486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3511489.000000 Penalty: 3414.822998
	Iteration 91Q: 3 clusters Score -3511489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3511493.500000 Penalty: 3414.822998
	Iteration 92Q: 3 clusters Score -3511494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -3511492.500000 Penalty: 3414.822998
	Iteration 93Q: 3 clusters Score -3511492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -3511494.000000 Penalty: 3414.822998
	Iteration 94Q: 3 clusters Score -3511494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3511492.250000 Penalty: 3414.822998
	Iteration 95Q: 3 clusters Score -3511492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -3511488.250000 Penalty: 3414.822998
	Iteration 96Q: 3 clusters Score -3511488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -3511490.750000 Penalty: 3414.822998
	Iteration 97Q: 3 clusters Score -3511491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -3511492.250000 Penalty: 3414.822998
	Iteration 98Q: 3 clusters Score -3511492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -3511491.250000 Penalty: 3414.822998
	Iteration 99Q: 3 clusters Score -3511491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -3511492.000000 Penalty: 3414.822998
	Iteration 100F: 3 clusters Score -3511492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3511495.250000 Penalty: 3414.822998
	Iteration 101Q: 3 clusters Score -3511495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3511505.000000 Penalty: 3414.822998
	Iteration 102Q: 3 clusters Score -3511505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -3511508.500000 Penalty: 3414.822998
	Iteration 103Q: 3 clusters Score -3511508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -3511507.500000 Penalty: 3414.822998
	Iteration 104Q: 3 clusters Score -3511508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -3511510.250000 Penalty: 3414.822998
	Iteration 105Q: 3 clusters Score -3511510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -3511515.500000 Penalty: 3414.822998
	Iteration 106Q: 3 clusters Score -3511516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -3511514.750000 Penalty: 3414.822998
	Iteration 107Q: 3 clusters Score -3511515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -3511514.750000 Penalty: 3414.822998
	Iteration 108F: 3 clusters Score -3511515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Entering Unmasked Estep 
Score: -5124232.500000 Penalty: 1765.291992
	Iteration 0F: 2 clusters Score -5124232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -5107135.000000 Penalty: 3530.583984
	Iteration 0F: 3 clusters Score -5107135 nChanged 24548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -5120848.000000 Penalty: 3530.583984
	Iteration 1F: 3 clusters Score -5120848 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -5121332.000000 Penalty: 3530.583984
	Iteration 2Q: 3 clusters Score -5121332 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5121809.500000 Penalty: 3530.583984
	Iteration 3Q: 3 clusters Score -5121810 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5122248.500000 Penalty: 3530.583984
	Iteration 4Q: 3 clusters Score -5122248 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -5122735.000000 Penalty: 3530.583984
	Iteration 5Q: 3 clusters Score -5122735 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -5123357.500000 Penalty: 3530.583984
	Iteration 6Q: 3 clusters Score -5123358 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5124346.500000 Penalty: 3530.583984
	Iteration 7Q: 3 clusters Score -5124346 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -5125964.000000 Penalty: 3530.583984
	Iteration 8F: 3 clusters Score -5125964 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5128052.500000 Penalty: 3530.583984
	Iteration 9F: 3 clusters Score -5128052 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5129479.500000 Penalty: 3530.583984
	Iteration 10F: 3 clusters Score -5129480 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -5129994.500000 Penalty: 3530.583984
	Iteration 11Q: 3 clusters Score -5129994 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -5130122.500000 Penalty: 3530.583984
	Iteration 12Q: 3 clusters Score -5130122 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -5130184.000000 Penalty: 3530.583984
	Iteration 13Q: 3 clusters Score -5130184 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -5130277.000000 Penalty: 3530.583984
	Iteration 14Q: 3 clusters Score -5130277 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -5130347.000000 Penalty: 3530.583984
	Iteration 15Q: 3 clusters Score -5130347 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -5130411.500000 Penalty: 3530.583984
	Iteration 16Q: 3 clusters Score -5130412 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -5130502.000000 Penalty: 3530.583984
	Iteration 17Q: 3 clusters Score -5130502 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5130556.000000 Penalty: 3530.583984
	Iteration 18Q: 3 clusters Score -5130556 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -5130648.000000 Penalty: 3530.583984
	Iteration 19Q: 3 clusters Score -5130648 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -5130773.000000 Penalty: 3530.583984
	Iteration 20F: 3 clusters Score -5130773 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -5130892.500000 Penalty: 3530.583984
	Iteration 21Q: 3 clusters Score -5130892 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -5130988.000000 Penalty: 3530.583984
	Iteration 22Q: 3 clusters Score -5130988 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -5131054.000000 Penalty: 3530.583984
	Iteration 23Q: 3 clusters Score -5131054 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -5131118.000000 Penalty: 3530.583984
	Iteration 24Q: 3 clusters Score -5131118 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -5131223.500000 Penalty: 3530.583984
	Iteration 25Q: 3 clusters Score -5131224 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -5131341.000000 Penalty: 3530.583984
	Iteration 26Q: 3 clusters Score -5131341 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -5131482.500000 Penalty: 3530.583984
	Iteration 27Q: 3 clusters Score -5131482 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -5131655.000000 Penalty: 3530.583984
	Iteration 28Q: 3 clusters Score -5131655 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5131884.500000 Penalty: 3530.583984
	Iteration 29Q: 3 clusters Score -5131884 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -5132029.500000 Penalty: 3530.583984
	Iteration 30Q: 3 clusters Score -5132030 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -5131951.500000 Penalty: 3530.583984
	Iteration 31Q: 3 clusters Score -5131952 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -5131586.500000 Penalty: 3530.583984
	Iteration 32Q: 3 clusters Score -5131586 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5130846.000000 Penalty: 3530.583984
	Iteration 33Q: 3 clusters Score -5130846 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -5129888.000000 Penalty: 3530.583984
	Iteration 34Q: 3 clusters Score -5129888 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5128970.000000 Penalty: 3530.583984
	Iteration 35Q: 3 clusters Score -5128970 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5128094.500000 Penalty: 3530.583984
	Iteration 36Q: 3 clusters Score -5128094 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5127492.500000 Penalty: 3530.583984
	Iteration 37Q: 3 clusters Score -5127492 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -5127029.500000 Penalty: 3530.583984
	Iteration 38Q: 3 clusters Score -5127030 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5126688.500000 Penalty: 3530.583984
	Iteration 39Q: 3 clusters Score -5126688 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -5126735.000000 Penalty: 3530.583984
	Iteration 40F: 3 clusters Score -5126735 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -5126423.000000 Penalty: 3530.583984
	Iteration 41Q: 3 clusters Score -5126423 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5126186.500000 Penalty: 3530.583984
	Iteration 42Q: 3 clusters Score -5126186 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -5125974.500000 Penalty: 3530.583984
	Iteration 43Q: 3 clusters Score -5125974 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5125865.500000 Penalty: 3530.583984
	Iteration 44Q: 3 clusters Score -5125866 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5125767.000000 Penalty: 3530.583984
	Iteration 45Q: 3 clusters Score -5125767 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5125706.000000 Penalty: 3530.583984
	Iteration 46Q: 3 clusters Score -5125706 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -5125676.500000 Penalty: 3530.583984
	Iteration 47Q: 3 clusters Score -5125676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5125640.000000 Penalty: 3530.583984
	Iteration 48Q: 3 clusters Score -5125640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -5125601.500000 Penalty: 3530.583984
	Iteration 49Q: 3 clusters Score -5125602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5125554.000000 Penalty: 3530.583984
	Iteration 50Q: 3 clusters Score -5125554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -5125527.000000 Penalty: 3530.583984
	Iteration 51Q: 3 clusters Score -5125527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -5125530.500000 Penalty: 3530.583984
	Iteration 52Q: 3 clusters Score -5125530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -5125507.000000 Penalty: 3530.583984
	Iteration 53Q: 3 clusters Score -5125507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -5125499.500000 Penalty: 3530.583984
	Iteration 54Q: 3 clusters Score -5125500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5125492.000000 Penalty: 3530.583984
	Iteration 55Q: 3 clusters Score -5125492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -5125463.000000 Penalty: 3530.583984
	Iteration 56Q: 3 clusters Score -5125463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5125487.000000 Penalty: 3530.583984
	Iteration 57Q: 3 clusters Score -5125487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5125473.500000 Penalty: 3530.583984
	Iteration 58Q: 3 clusters Score -5125474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -5125474.500000 Penalty: 3530.583984
	Iteration 59Q: 3 clusters Score -5125474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5125471.000000 Penalty: 3530.583984
	Iteration 60F: 3 clusters Score -5125471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -5125462.000000 Penalty: 3530.583984
	Iteration 61Q: 3 clusters Score -5125462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -5125454.500000 Penalty: 3530.583984
	Iteration 62Q: 3 clusters Score -5125454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -5125457.000000 Penalty: 3530.583984
	Iteration 63Q: 3 clusters Score -5125457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -5125454.500000 Penalty: 3530.583984
	Iteration 64Q: 3 clusters Score -5125454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -5125443.500000 Penalty: 3530.583984
	Iteration 65Q: 3 clusters Score -5125444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5125417.500000 Penalty: 3530.583984
	Iteration 66Q: 3 clusters Score -5125418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -5125414.000000 Penalty: 3530.583984
	Iteration 67Q: 3 clusters Score -5125414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -5125416.500000 Penalty: 3530.583984
	Iteration 68Q: 3 clusters Score -5125416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5125414.500000 Penalty: 3530.583984
	Iteration 69Q: 3 clusters Score -5125414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5125422.000000 Penalty: 3530.583984
	Iteration 70Q: 3 clusters Score -5125422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -5125424.000000 Penalty: 3530.583984
	Iteration 71Q: 3 clusters Score -5125424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5125434.000000 Penalty: 3530.583984
	Iteration 72Q: 3 clusters Score -5125434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -5125439.500000 Penalty: 3530.583984
	Iteration 73Q: 3 clusters Score -5125440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5125432.000000 Penalty: 3530.583984
	Iteration 74Q: 3 clusters Score -5125432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -5125438.000000 Penalty: 3530.583984
	Iteration 75Q: 3 clusters Score -5125438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -5125426.000000 Penalty: 3530.583984
	Iteration 76Q: 3 clusters Score -5125426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -5125426.500000 Penalty: 3530.583984
	Iteration 77Q: 3 clusters Score -5125426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5125447.500000 Penalty: 3530.583984
	Iteration 78Q: 3 clusters Score -5125448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5125453.500000 Penalty: 3530.583984
	Iteration 79Q: 3 clusters Score -5125454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5125444.500000 Penalty: 3530.583984
	Iteration 80F: 3 clusters Score -5125444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -5125450.000000 Penalty: 3530.583984
	Iteration 81Q: 3 clusters Score -5125450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -5125459.000000 Penalty: 3530.583984
	Iteration 82Q: 3 clusters Score -5125459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -5125468.500000 Penalty: 3530.583984
	Iteration 83Q: 3 clusters Score -5125468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -5125472.500000 Penalty: 3530.583984
	Iteration 84Q: 3 clusters Score -5125472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5125489.000000 Penalty: 3530.583984
	Iteration 85Q: 3 clusters Score -5125489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -5125497.500000 Penalty: 3530.583984
	Iteration 86Q: 3 clusters Score -5125498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5125519.000000 Penalty: 3530.583984
	Iteration 87Q: 3 clusters Score -5125519 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5125539.000000 Penalty: 3530.583984
	Iteration 88Q: 3 clusters Score -5125539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -5125545.500000 Penalty: 3530.583984
	Iteration 89Q: 3 clusters Score -5125546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5125555.000000 Penalty: 3530.583984
	Iteration 90Q: 3 clusters Score -5125555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -5125557.500000 Penalty: 3530.583984
	Iteration 91Q: 3 clusters Score -5125558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -5125582.000000 Penalty: 3530.583984
	Iteration 92Q: 3 clusters Score -5125582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -5125581.000000 Penalty: 3530.583984
	Iteration 93Q: 3 clusters Score -5125581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -5125597.500000 Penalty: 3530.583984
	Iteration 94Q: 3 clusters Score -5125598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -5125613.500000 Penalty: 3530.583984
	Iteration 95Q: 3 clusters Score -5125614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -5125620.500000 Penalty: 3530.583984
	Iteration 96Q: 3 clusters Score -5125620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -5125648.500000 Penalty: 3530.583984
	Iteration 97Q: 3 clusters Score -5125648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -5125655.000000 Penalty: 3530.583984
	Iteration 98Q: 3 clusters Score -5125655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -5125653.000000 Penalty: 3530.583984
	Iteration 99Q: 3 clusters Score -5125653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5125674.500000 Penalty: 3530.583984
	Iteration 100F: 3 clusters Score -5125674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5125710.000000 Penalty: 3530.583984
	Iteration 101Q: 3 clusters Score -5125710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5125703.500000 Penalty: 3530.583984
	Iteration 102Q: 3 clusters Score -5125704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5125743.000000 Penalty: 3530.583984
	Iteration 103Q: 3 clusters Score -5125743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5125768.000000 Penalty: 3530.583984
	Iteration 104Q: 3 clusters Score -5125768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5125812.000000 Penalty: 3530.583984
	Iteration 105Q: 3 clusters Score -5125812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5125819.500000 Penalty: 3530.583984
	Iteration 106Q: 3 clusters Score -5125820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -5125858.500000 Penalty: 3530.583984
	Iteration 107Q: 3 clusters Score -5125858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5125917.500000 Penalty: 3530.583984
	Iteration 108Q: 3 clusters Score -5125918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -5125958.000000 Penalty: 3530.583984
	Iteration 109Q: 3 clusters Score -5125958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -5125992.500000 Penalty: 3530.583984
	Iteration 110Q: 3 clusters Score -5125992 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -5126044.500000 Penalty: 3530.583984
	Iteration 111Q: 3 clusters Score -5126044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -5126105.000000 Penalty: 3530.583984
	Iteration 112Q: 3 clusters Score -5126105 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -5126136.500000 Penalty: 3530.583984
	Iteration 113Q: 3 clusters Score -5126136 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5126180.000000 Penalty: 3530.583984
	Iteration 114Q: 3 clusters Score -5126180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5126202.000000 Penalty: 3530.583984
	Iteration 115Q: 3 clusters Score -5126202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -5126255.500000 Penalty: 3530.583984
	Iteration 116Q: 3 clusters Score -5126256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -5126290.000000 Penalty: 3530.583984
	Iteration 117Q: 3 clusters Score -5126290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -5126374.500000 Penalty: 3530.583984
	Iteration 118Q: 3 clusters Score -5126374 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5126427.500000 Penalty: 3530.583984
	Iteration 119Q: 3 clusters Score -5126428 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5126515.000000 Penalty: 3530.583984
	Iteration 120F: 3 clusters Score -5126515 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5126590.500000 Penalty: 3530.583984
	Iteration 121Q: 3 clusters Score -5126590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5126655.000000 Penalty: 3530.583984
	Iteration 122Q: 3 clusters Score -5126655 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -5126763.000000 Penalty: 3530.583984
	Iteration 123Q: 3 clusters Score -5126763 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5126858.000000 Penalty: 3530.583984
	Iteration 124Q: 3 clusters Score -5126858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -5126936.500000 Penalty: 3530.583984
	Iteration 125Q: 3 clusters Score -5126936 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5127026.000000 Penalty: 3530.583984
	Iteration 126Q: 3 clusters Score -5127026 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5127141.000000 Penalty: 3530.583984
	Iteration 127Q: 3 clusters Score -5127141 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -5127229.000000 Penalty: 3530.583984
	Iteration 128Q: 3 clusters Score -5127229 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5127390.500000 Penalty: 3530.583984
	Iteration 129Q: 3 clusters Score -5127390 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5127489.500000 Penalty: 3530.583984
	Iteration 130Q: 3 clusters Score -5127490 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -5127571.000000 Penalty: 3530.583984
	Iteration 131Q: 3 clusters Score -5127571 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5127679.000000 Penalty: 3530.583984
	Iteration 132Q: 3 clusters Score -5127679 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5127810.500000 Penalty: 3530.583984
	Iteration 133Q: 3 clusters Score -5127810 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -5127957.000000 Penalty: 3530.583984
	Iteration 134Q: 3 clusters Score -5127957 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -5128120.000000 Penalty: 3530.583984
	Iteration 135Q: 3 clusters Score -5128120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -5128270.000000 Penalty: 3530.583984
	Iteration 136Q: 3 clusters Score -5128270 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5128446.000000 Penalty: 3530.583984
	Iteration 137Q: 3 clusters Score -5128446 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5128541.000000 Penalty: 3530.583984
	Iteration 138Q: 3 clusters Score -5128541 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5128634.000000 Penalty: 3530.583984
	Iteration 139Q: 3 clusters Score -5128634 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -5128701.000000 Penalty: 3530.583984
	Iteration 140F: 3 clusters Score -5128701 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -5128840.500000 Penalty: 3530.583984
	Iteration 141Q: 3 clusters Score -5128840 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5128949.500000 Penalty: 3530.583984
	Iteration 142Q: 3 clusters Score -5128950 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -5129073.500000 Penalty: 3530.583984
	Iteration 143Q: 3 clusters Score -5129074 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5129191.500000 Penalty: 3530.583984
	Iteration 144Q: 3 clusters Score -5129192 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -5129269.000000 Penalty: 3530.583984
	Iteration 145Q: 3 clusters Score -5129269 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -5129384.500000 Penalty: 3530.583984
	Iteration 146Q: 3 clusters Score -5129384 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -5129490.500000 Penalty: 3530.583984
	Iteration 147Q: 3 clusters Score -5129490 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -5129629.000000 Penalty: 3530.583984
	Iteration 148Q: 3 clusters Score -5129629 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -5129765.000000 Penalty: 3530.583984
	Iteration 149Q: 3 clusters Score -5129765 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -5129858.000000 Penalty: 3530.583984
	Iteration 150Q: 3 clusters Score -5129858 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -5129938.500000 Penalty: 3530.583984
	Iteration 151Q: 3 clusters Score -5129938 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5130013.500000 Penalty: 3530.583984
	Iteration 152Q: 3 clusters Score -5130014 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -5130125.500000 Penalty: 3530.583984
	Iteration 153Q: 3 clusters Score -5130126 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -5130256.000000 Penalty: 3530.583984
	Iteration 154Q: 3 clusters Score -5130256 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -5130355.500000 Penalty: 3530.583984
	Iteration 155Q: 3 clusters Score -5130356 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -5130429.500000 Penalty: 3530.583984
	Iteration 156Q: 3 clusters Score -5130430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -5130489.500000 Penalty: 3530.583984
	Iteration 157Q: 3 clusters Score -5130490 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -5130573.000000 Penalty: 3530.583984
	Iteration 158Q: 3 clusters Score -5130573 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -5130674.500000 Penalty: 3530.583984
	Iteration 159Q: 3 clusters Score -5130674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -5130724.500000 Penalty: 3530.583984
	Iteration 160F: 3 clusters Score -5130724 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5130769.000000 Penalty: 3530.583984
	Iteration 161Q: 3 clusters Score -5130769 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -5130813.000000 Penalty: 3530.583984
	Iteration 162Q: 3 clusters Score -5130813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -5130845.000000 Penalty: 3530.583984
	Iteration 163Q: 3 clusters Score -5130845 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5130903.000000 Penalty: 3530.583984
	Iteration 164Q: 3 clusters Score -5130903 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -5130945.500000 Penalty: 3530.583984
	Iteration 165Q: 3 clusters Score -5130946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -5131000.000000 Penalty: 3530.583984
	Iteration 166Q: 3 clusters Score -5131000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5131017.500000 Penalty: 3530.583984
	Iteration 167Q: 3 clusters Score -5131018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5131038.000000 Penalty: 3530.583984
	Iteration 168Q: 3 clusters Score -5131038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5131042.500000 Penalty: 3530.583984
	Iteration 169Q: 3 clusters Score -5131042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -5131075.500000 Penalty: 3530.583984
	Iteration 170Q: 3 clusters Score -5131076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -5131089.500000 Penalty: 3530.583984
	Iteration 171Q: 3 clusters Score -5131090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -5131098.000000 Penalty: 3530.583984
	Iteration 172Q: 3 clusters Score -5131098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5131119.500000 Penalty: 3530.583984
	Iteration 173Q: 3 clusters Score -5131120 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -5131145.500000 Penalty: 3530.583984
	Iteration 174Q: 3 clusters Score -5131146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5131159.500000 Penalty: 3530.583984
	Iteration 175Q: 3 clusters Score -5131160 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -5131176.000000 Penalty: 3530.583984
	Iteration 176Q: 3 clusters Score -5131176 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5131200.000000 Penalty: 3530.583984
	Iteration 177Q: 3 clusters Score -5131200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -5131246.500000 Penalty: 3530.583984
	Iteration 178Q: 3 clusters Score -5131246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -5131262.000000 Penalty: 3530.583984
	Iteration 179Q: 3 clusters Score -5131262 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5131265.000000 Penalty: 3530.583984
	Iteration 180F: 3 clusters Score -5131265 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -5131267.500000 Penalty: 3530.583984
	Iteration 181Q: 3 clusters Score -5131268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -5131294.500000 Penalty: 3530.583984
	Iteration 182Q: 3 clusters Score -5131294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5131294.500000 Penalty: 3530.583984
	Iteration 183Q: 3 clusters Score -5131294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -5131303.500000 Penalty: 3530.583984
	Iteration 184Q: 3 clusters Score -5131304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5131304.500000 Penalty: 3530.583984
	Iteration 185Q: 3 clusters Score -5131304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -5131315.500000 Penalty: 3530.583984
	Iteration 186Q: 3 clusters Score -5131316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5131314.500000 Penalty: 3530.583984
	Iteration 187Q: 3 clusters Score -5131314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -5131321.500000 Penalty: 3530.583984
	Iteration 188Q: 3 clusters Score -5131322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5131323.500000 Penalty: 3530.583984
	Iteration 189Q: 3 clusters Score -5131324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5131325.500000 Penalty: 3530.583984
	Iteration 190Q: 3 clusters Score -5131326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -5131318.000000 Penalty: 3530.583984
	Iteration 191Q: 3 clusters Score -5131318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -5131326.000000 Penalty: 3530.583984
	Iteration 192Q: 3 clusters Score -5131326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -5131319.500000 Penalty: 3530.583984
	Iteration 193Q: 3 clusters Score -5131320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -5131325.000000 Penalty: 3530.583984
	Iteration 194Q: 3 clusters Score -5131325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -5131330.500000 Penalty: 3530.583984
	Iteration 195Q: 3 clusters Score -5131330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -5131329.500000 Penalty: 3530.583984
	Iteration 196Q: 3 clusters Score -5131330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -5131347.000000 Penalty: 3530.583984
	Iteration 197Q: 3 clusters Score -5131347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5131355.000000 Penalty: 3530.583984
	Iteration 198Q: 3 clusters Score -5131355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -5131360.000000 Penalty: 3530.583984
	Iteration 199Q: 3 clusters Score -5131360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5131376.000000 Penalty: 3530.583984
	Iteration 200F: 3 clusters Score -5131376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -5131377.500000 Penalty: 3530.583984
	Iteration 201Q: 3 clusters Score -5131378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -5131361.000000 Penalty: 3530.583984
	Iteration 202Q: 3 clusters Score -5131361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5131363.500000 Penalty: 3530.583984
	Iteration 203Q: 3 clusters Score -5131364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5131364.500000 Penalty: 3530.583984
	Iteration 204Q: 3 clusters Score -5131364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5131363.000000 Penalty: 3530.583984
	Iteration 205Q: 3 clusters Score -5131363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -5131355.500000 Penalty: 3530.583984
	Iteration 206Q: 3 clusters Score -5131356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5131351.000000 Penalty: 3530.583984
	Iteration 207Q: 3 clusters Score -5131351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -5131344.500000 Penalty: 3530.583984
	Iteration 208Q: 3 clusters Score -5131344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5131352.000000 Penalty: 3530.583984
	Iteration 209Q: 3 clusters Score -5131352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5131343.500000 Penalty: 3530.583984
	Iteration 210Q: 3 clusters Score -5131344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -5131350.000000 Penalty: 3530.583984
	Iteration 211Q: 3 clusters Score -5131350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5131354.000000 Penalty: 3530.583984
	Iteration 212Q: 3 clusters Score -5131354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5131359.500000 Penalty: 3530.583984
	Iteration 213Q: 3 clusters Score -5131360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -5131349.500000 Penalty: 3530.583984
	Iteration 214Q: 3 clusters Score -5131350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -5131348.500000 Penalty: 3530.583984
	Iteration 215Q: 3 clusters Score -5131348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -5131347.500000 Penalty: 3530.583984
	Iteration 216Q: 3 clusters Score -5131348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -5131341.500000 Penalty: 3530.583984
	Iteration 217Q: 3 clusters Score -5131342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -5131342.500000 Penalty: 3530.583984
	Iteration 218Q: 3 clusters Score -5131342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -5131357.000000 Penalty: 3530.583984
	Iteration 219Q: 3 clusters Score -5131357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -5131354.000000 Penalty: 3530.583984
	Iteration 220F: 3 clusters Score -5131354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -5131356.500000 Penalty: 3530.583984
	Iteration 221Q: 3 clusters Score -5131356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -5131356.500000 Penalty: 3530.583984
	Iteration 222Q: 3 clusters Score -5131356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -5131353.500000 Penalty: 3530.583984
	Iteration 223Q: 3 clusters Score -5131354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -5131351.000000 Penalty: 3530.583984
	Iteration 224Q: 3 clusters Score -5131351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5131348.500000 Penalty: 3530.583984
	Iteration 225Q: 3 clusters Score -5131348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -5131352.500000 Penalty: 3530.583984
	Iteration 226Q: 3 clusters Score -5131352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5131350.000000 Penalty: 3530.583984
	Iteration 227Q: 3 clusters Score -5131350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5131346.000000 Penalty: 3530.583984
	Iteration 228Q: 3 clusters Score -5131346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5131346.000000 Penalty: 3530.583984
	Iteration 229Q: 3 clusters Score -5131346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5131347.500000 Penalty: 3530.583984
	Iteration 230Q: 3 clusters Score -5131348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5131347.500000 Penalty: 3530.583984
	Iteration 231Q: 3 clusters Score -5131348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -5131352.500000 Penalty: 3530.583984
	Iteration 232Q: 3 clusters Score -5131352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5131352.500000 Penalty: 3530.583984
	Iteration 233Q: 3 clusters Score -5131352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5131352.500000 Penalty: 3530.583984
	Iteration 234Q: 3 clusters Score -5131352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5131349.500000 Penalty: 3530.583984
	Iteration 235Q: 3 clusters Score -5131350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5131348.500000 Penalty: 3530.583984
	Iteration 236Q: 3 clusters Score -5131348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5131348.500000 Penalty: 3530.583984
	Iteration 237F: 3 clusters Score -5131348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44054 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 17678 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 33692 members 
Mstep: Class 30 contains 36273 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 14650 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 13416 members 
Mstep: Class 42 contains 9743 members 
Mstep: Class 43 contains 34548 members 
Entering Unmasked Estep 
Score: -49764520.000000 Penalty: 92275.320312
Splitting cluster 21 changes total score from -49756284.000000 to -49764520.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -104337.117188 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -104337.1 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 671 members 
Entering Unmasked Estep 
Score: -102697.054688 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -102697.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -103070.304688 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -103070.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103183.828125 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -103183.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103274.468750 Penalty: 2331.785400
	Iteration 3F: 3 clusters Score -103274.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103344.218750 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -103344.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -103406.335938 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -103406.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -103449.343750 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -103449.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103486.304688 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -103486.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103511.882812 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -103511.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103531.093750 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -103531.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103546.390625 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -103546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103557.304688 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -103557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103564.882812 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -103564.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103573.820312 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -103573.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103584.140625 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -103584.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103588.257812 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -103588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103590.218750 Penalty: 2331.785400
	Iteration 16Q: 3 clusters Score -103590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103590.218750 Penalty: 2331.785400
	Iteration 17F: 3 clusters Score -103590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -527379.250000 Penalty: 1406.472290
	Iteration 0F: 2 clusters Score -527379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -522986.875000 Penalty: 2812.944580
	Iteration 0F: 3 clusters Score -522986.9 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -524279.531250 Penalty: 2812.944580
	Iteration 1F: 3 clusters Score -524279.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -524462.250000 Penalty: 2812.944580
	Iteration 2F: 3 clusters Score -524462.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -524584.000000 Penalty: 2812.944580
	Iteration 3Q: 3 clusters Score -524584 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -524674.500000 Penalty: 2812.944580
	Iteration 4Q: 3 clusters Score -524674.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -524771.437500 Penalty: 2812.944580
	Iteration 5Q: 3 clusters Score -524771.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -524855.937500 Penalty: 2812.944580
	Iteration 6Q: 3 clusters Score -524855.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -524942.687500 Penalty: 2812.944580
	Iteration 7Q: 3 clusters Score -524942.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -525039.000000 Penalty: 2812.944580
	Iteration 8Q: 3 clusters Score -525039 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -525136.125000 Penalty: 2812.944580
	Iteration 9Q: 3 clusters Score -525136.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -525229.875000 Penalty: 2812.944580
	Iteration 10Q: 3 clusters Score -525229.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -525321.812500 Penalty: 2812.944580
	Iteration 11Q: 3 clusters Score -525321.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -525414.750000 Penalty: 2812.944580
	Iteration 12Q: 3 clusters Score -525414.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -525490.312500 Penalty: 2812.944580
	Iteration 13Q: 3 clusters Score -525490.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -525560.937500 Penalty: 2812.944580
	Iteration 14Q: 3 clusters Score -525560.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -525647.500000 Penalty: 2812.944580
	Iteration 15Q: 3 clusters Score -525647.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -525727.000000 Penalty: 2812.944580
	Iteration 16Q: 3 clusters Score -525727 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -525805.062500 Penalty: 2812.944580
	Iteration 17Q: 3 clusters Score -525805.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -525883.187500 Penalty: 2812.944580
	Iteration 18Q: 3 clusters Score -525883.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -525987.312500 Penalty: 2812.944580
	Iteration 19Q: 3 clusters Score -525987.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -526115.000000 Penalty: 2812.944580
	Iteration 20F: 3 clusters Score -526115 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -526252.062500 Penalty: 2812.944580
	Iteration 21Q: 3 clusters Score -526252.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -526377.500000 Penalty: 2812.944580
	Iteration 22Q: 3 clusters Score -526377.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -526464.875000 Penalty: 2812.944580
	Iteration 23Q: 3 clusters Score -526464.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -526527.812500 Penalty: 2812.944580
	Iteration 24Q: 3 clusters Score -526527.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -526568.625000 Penalty: 2812.944580
	Iteration 25Q: 3 clusters Score -526568.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -526592.750000 Penalty: 2812.944580
	Iteration 26Q: 3 clusters Score -526592.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -526606.687500 Penalty: 2812.944580
	Iteration 27Q: 3 clusters Score -526606.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -526616.562500 Penalty: 2812.944580
	Iteration 28Q: 3 clusters Score -526616.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -526622.187500 Penalty: 2812.944580
	Iteration 29Q: 3 clusters Score -526622.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -526626.125000 Penalty: 2812.944580
	Iteration 30Q: 3 clusters Score -526626.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -526630.312500 Penalty: 2812.944580
	Iteration 31Q: 3 clusters Score -526630.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -526635.437500 Penalty: 2812.944580
	Iteration 32Q: 3 clusters Score -526635.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -526639.437500 Penalty: 2812.944580
	Iteration 33Q: 3 clusters Score -526639.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -526642.312500 Penalty: 2812.944580
	Iteration 34Q: 3 clusters Score -526642.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -526644.187500 Penalty: 2812.944580
	Iteration 35Q: 3 clusters Score -526644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -526645.562500 Penalty: 2812.944580
	Iteration 36Q: 3 clusters Score -526645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -526646.500000 Penalty: 2812.944580
	Iteration 37Q: 3 clusters Score -526646.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -526648.187500 Penalty: 2812.944580
	Iteration 38Q: 3 clusters Score -526648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -526650.562500 Penalty: 2812.944580
	Iteration 39Q: 3 clusters Score -526650.6 nChanged 8
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: -526651.500000 Penalty: 2812.944580
	Iteration 40F: 3 clusters Score -526651.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -526654.000000 Penalty: 2812.944580
	Iteration 41Q: 3 clusters Score -526654 nChanged 13
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: -526656.750000 Penalty: 2812.944580
	Iteration 42Q: 3 clusters Score -526656.8 nChanged 8
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: -526657.500000 Penalty: 2812.944580
	Iteration 43Q: 3 clusters Score -526657.5 nChanged 6
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: -526658.312500 Penalty: 2812.944580
	Iteration 44Q: 3 clusters Score -526658.3 nChanged 1
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: -526658.750000 Penalty: 2812.944580
	Iteration 45Q: 3 clusters Score -526658.8 nChanged 0
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: -526658.750000 Penalty: 2812.944580
	Iteration 46F: 3 clusters Score -526658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -205408.656250 Penalty: 1255.294312
	Iteration 0F: 2 clusters Score -205408.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -203135.015625 Penalty: 2510.588623
	Iteration 0F: 3 clusters Score -203135 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203620.015625 Penalty: 2510.588623
	Iteration 1F: 3 clusters Score -203620 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -203759.875000 Penalty: 2510.588623
	Iteration 2F: 3 clusters Score -203759.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203829.734375 Penalty: 2510.588623
	Iteration 3Q: 3 clusters Score -203829.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -203876.812500 Penalty: 2510.588623
	Iteration 4Q: 3 clusters Score -203876.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -203920.359375 Penalty: 2510.588623
	Iteration 5Q: 3 clusters Score -203920.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -203963.890625 Penalty: 2510.588623
	Iteration 6Q: 3 clusters Score -203963.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -204003.921875 Penalty: 2510.588623
	Iteration 7Q: 3 clusters Score -204003.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -204050.296875 Penalty: 2510.588623
	Iteration 8Q: 3 clusters Score -204050.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -204104.328125 Penalty: 2510.588623
	Iteration 9Q: 3 clusters Score -204104.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -204164.265625 Penalty: 2510.588623
	Iteration 10Q: 3 clusters Score -204164.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -204218.390625 Penalty: 2510.588623
	Iteration 11Q: 3 clusters Score -204218.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -204267.171875 Penalty: 2510.588623
	Iteration 12Q: 3 clusters Score -204267.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -204311.234375 Penalty: 2510.588623
	Iteration 13Q: 3 clusters Score -204311.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -204372.609375 Penalty: 2510.588623
	Iteration 14Q: 3 clusters Score -204372.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -204456.796875 Penalty: 2510.588623
	Iteration 15Q: 3 clusters Score -204456.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -204545.859375 Penalty: 2510.588623
	Iteration 16Q: 3 clusters Score -204545.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -204634.968750 Penalty: 2510.588623
	Iteration 17Q: 3 clusters Score -204635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -204716.328125 Penalty: 2510.588623
	Iteration 18Q: 3 clusters Score -204716.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -204777.203125 Penalty: 2510.588623
	Iteration 19Q: 3 clusters Score -204777.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -204802.671875 Penalty: 2510.588623
	Iteration 20F: 3 clusters Score -204802.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204826.406250 Penalty: 2510.588623
	Iteration 21Q: 3 clusters Score -204826.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -204843.531250 Penalty: 2510.588623
	Iteration 22Q: 3 clusters Score -204843.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -204852.156250 Penalty: 2510.588623
	Iteration 23Q: 3 clusters Score -204852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204859.140625 Penalty: 2510.588623
	Iteration 24Q: 3 clusters Score -204859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -204864.250000 Penalty: 2510.588623
	Iteration 25Q: 3 clusters Score -204864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -204868.859375 Penalty: 2510.588623
	Iteration 26Q: 3 clusters Score -204868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204872.781250 Penalty: 2510.588623
	Iteration 27Q: 3 clusters Score -204872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -204876.906250 Penalty: 2510.588623
	Iteration 28Q: 3 clusters Score -204876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -204880.687500 Penalty: 2510.588623
	Iteration 29Q: 3 clusters Score -204880.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -204884.281250 Penalty: 2510.588623
	Iteration 30Q: 3 clusters Score -204884.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -204888.312500 Penalty: 2510.588623
	Iteration 31Q: 3 clusters Score -204888.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -204893.296875 Penalty: 2510.588623
	Iteration 32Q: 3 clusters Score -204893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -204898.546875 Penalty: 2510.588623
	Iteration 33Q: 3 clusters Score -204898.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204906.015625 Penalty: 2510.588623
	Iteration 34Q: 3 clusters Score -204906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -204906.609375 Penalty: 2510.588623
	Iteration 35Q: 3 clusters Score -204906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -204906.609375 Penalty: 2510.588623
	Iteration 36F: 3 clusters Score -204906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -444992.593750 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -444992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -441088.375000 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -441088.4 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -442204.343750 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -442204.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -442415.187500 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -442415.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -442575.031250 Penalty: 2760.592041
	Iteration 3F: 3 clusters Score -442575 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -442725.156250 Penalty: 2760.592041
	Iteration 4Q: 3 clusters Score -442725.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -442843.031250 Penalty: 2760.592041
	Iteration 5Q: 3 clusters Score -442843 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -442963.843750 Penalty: 2760.592041
	Iteration 6Q: 3 clusters Score -442963.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -443059.781250 Penalty: 2760.592041
	Iteration 7Q: 3 clusters Score -443059.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -443158.250000 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -443158.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -443259.156250 Penalty: 2760.592041
	Iteration 9Q: 3 clusters Score -443259.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -443342.343750 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -443342.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -443408.875000 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -443408.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -443450.687500 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -443450.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -443492.281250 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -443492.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -443522.843750 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -443522.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -443559.500000 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -443559.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -443588.437500 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -443588.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -443611.437500 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -443611.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -443635.625000 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -443635.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -443653.437500 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -443653.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -443665.562500 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -443665.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -443681.875000 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -443681.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -443695.156250 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -443695.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -443710.593750 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -443710.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -443728.125000 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -443728.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -443743.406250 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -443743.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -443757.875000 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -443757.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -443768.625000 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -443768.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -443776.343750 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -443776.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -443788.218750 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -443788.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -443810.031250 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -443810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -443823.281250 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -443823.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -443832.031250 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -443832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -443836.656250 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -443836.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -443842.250000 Penalty: 2760.592041
	Iteration 34Q: 3 clusters Score -443842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -443847.937500 Penalty: 2760.592041
	Iteration 35Q: 3 clusters Score -443847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -443851.000000 Penalty: 2760.592041
	Iteration 36Q: 3 clusters Score -443851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -443852.687500 Penalty: 2760.592041
	Iteration 37Q: 3 clusters Score -443852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -443856.500000 Penalty: 2760.592041
	Iteration 38Q: 3 clusters Score -443856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -443861.250000 Penalty: 2760.592041
	Iteration 39Q: 3 clusters Score -443861.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -443871.531250 Penalty: 2760.592041
	Iteration 40F: 3 clusters Score -443871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -443877.906250 Penalty: 2760.592041
	Iteration 41Q: 3 clusters Score -443877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -443881.906250 Penalty: 2760.592041
	Iteration 42Q: 3 clusters Score -443881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -443883.625000 Penalty: 2760.592041
	Iteration 43Q: 3 clusters Score -443883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -443885.468750 Penalty: 2760.592041
	Iteration 44Q: 3 clusters Score -443885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -443888.312500 Penalty: 2760.592041
	Iteration 45Q: 3 clusters Score -443888.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -443892.218750 Penalty: 2760.592041
	Iteration 46Q: 3 clusters Score -443892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -443896.156250 Penalty: 2760.592041
	Iteration 47Q: 3 clusters Score -443896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -443898.906250 Penalty: 2760.592041
	Iteration 48Q: 3 clusters Score -443898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -443901.281250 Penalty: 2760.592041
	Iteration 49Q: 3 clusters Score -443901.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -443905.187500 Penalty: 2760.592041
	Iteration 50Q: 3 clusters Score -443905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -443908.531250 Penalty: 2760.592041
	Iteration 51Q: 3 clusters Score -443908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -443909.375000 Penalty: 2760.592041
	Iteration 52Q: 3 clusters Score -443909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -443909.812500 Penalty: 2760.592041
	Iteration 53Q: 3 clusters Score -443909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -443910.656250 Penalty: 2760.592041
	Iteration 54Q: 3 clusters Score -443910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -443910.656250 Penalty: 2760.592041
	Iteration 55F: 3 clusters Score -443910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -265614.375000 Penalty: 1295.020630
	Iteration 0F: 2 clusters Score -265614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -262950.500000 Penalty: 2590.041260
	Iteration 0F: 3 clusters Score -262950.5 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -263629.156250 Penalty: 2590.041260
	Iteration 1F: 3 clusters Score -263629.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -263755.343750 Penalty: 2590.041260
	Iteration 2F: 3 clusters Score -263755.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -263829.718750 Penalty: 2590.041260
	Iteration 3Q: 3 clusters Score -263829.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263886.312500 Penalty: 2590.041260
	Iteration 4Q: 3 clusters Score -263886.3 nChanged 89
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: -263955.031250 Penalty: 2590.041260
	Iteration 5Q: 3 clusters Score -263955 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -264030.562500 Penalty: 2590.041260
	Iteration 6Q: 3 clusters Score -264030.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -264105.875000 Penalty: 2590.041260
	Iteration 7Q: 3 clusters Score -264105.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -264199.750000 Penalty: 2590.041260
	Iteration 8Q: 3 clusters Score -264199.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -264302.812500 Penalty: 2590.041260
	Iteration 9Q: 3 clusters Score -264302.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -264403.343750 Penalty: 2590.041260
	Iteration 10Q: 3 clusters Score -264403.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -264485.468750 Penalty: 2590.041260
	Iteration 11Q: 3 clusters Score -264485.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -264553.781250 Penalty: 2590.041260
	Iteration 12Q: 3 clusters Score -264553.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -264605.250000 Penalty: 2590.041260
	Iteration 13Q: 3 clusters Score -264605.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -264650.656250 Penalty: 2590.041260
	Iteration 14Q: 3 clusters Score -264650.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -264686.250000 Penalty: 2590.041260
	Iteration 15Q: 3 clusters Score -264686.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -264702.562500 Penalty: 2590.041260
	Iteration 16Q: 3 clusters Score -264702.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -264711.093750 Penalty: 2590.041260
	Iteration 17Q: 3 clusters Score -264711.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -264718.812500 Penalty: 2590.041260
	Iteration 18Q: 3 clusters Score -264718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -264727.218750 Penalty: 2590.041260
	Iteration 19Q: 3 clusters Score -264727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -264732.687500 Penalty: 2590.041260
	Iteration 20F: 3 clusters Score -264732.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -264738.125000 Penalty: 2590.041260
	Iteration 21Q: 3 clusters Score -264738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -264743.812500 Penalty: 2590.041260
	Iteration 22Q: 3 clusters Score -264743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -264748.406250 Penalty: 2590.041260
	Iteration 23Q: 3 clusters Score -264748.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -264752.250000 Penalty: 2590.041260
	Iteration 24Q: 3 clusters Score -264752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -264753.875000 Penalty: 2590.041260
	Iteration 25Q: 3 clusters Score -264753.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -264754.812500 Penalty: 2590.041260
	Iteration 26Q: 3 clusters Score -264754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -264755.437500 Penalty: 2590.041260
	Iteration 27Q: 3 clusters Score -264755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -264755.656250 Penalty: 2590.041260
	Iteration 28Q: 3 clusters Score -264755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -264757.156250 Penalty: 2590.041260
	Iteration 29Q: 3 clusters Score -264757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -264759.250000 Penalty: 2590.041260
	Iteration 30Q: 3 clusters Score -264759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -264761.718750 Penalty: 2590.041260
	Iteration 31Q: 3 clusters Score -264761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -264762.687500 Penalty: 2590.041260
	Iteration 32Q: 3 clusters Score -264762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -264764.875000 Penalty: 2590.041260
	Iteration 33Q: 3 clusters Score -264764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -264765.437500 Penalty: 2590.041260
	Iteration 34Q: 3 clusters Score -264765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -264765.437500 Penalty: 2590.041260
	Iteration 35F: 3 clusters Score -264765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -94722.343750 Penalty: 1154.423462
	Iteration 0F: 2 clusters Score -94722.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93190.367188 Penalty: 2308.846924
	Iteration 0F: 3 clusters Score -93190.37 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -93664.468750 Penalty: 2308.846924
	Iteration 1F: 3 clusters Score -93664.47 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -93887.226562 Penalty: 2308.846924
	Iteration 2F: 3 clusters Score -93887.23 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -94041.773438 Penalty: 2308.846924
	Iteration 3F: 3 clusters Score -94041.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -94128.601562 Penalty: 2308.846924
	Iteration 4F: 3 clusters Score -94128.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -94190.234375 Penalty: 2308.846924
	Iteration 5Q: 3 clusters Score -94190.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -94224.843750 Penalty: 2308.846924
	Iteration 6Q: 3 clusters Score -94224.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -94259.843750 Penalty: 2308.846924
	Iteration 7Q: 3 clusters Score -94259.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -94288.257812 Penalty: 2308.846924
	Iteration 8Q: 3 clusters Score -94288.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -94309.554688 Penalty: 2308.846924
	Iteration 9Q: 3 clusters Score -94309.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -94328.359375 Penalty: 2308.846924
	Iteration 10Q: 3 clusters Score -94328.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -94337.500000 Penalty: 2308.846924
	Iteration 11Q: 3 clusters Score -94337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -94342.273438 Penalty: 2308.846924
	Iteration 12Q: 3 clusters Score -94342.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -94348.867188 Penalty: 2308.846924
	Iteration 13Q: 3 clusters Score -94348.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -94353.914062 Penalty: 2308.846924
	Iteration 14Q: 3 clusters Score -94353.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -94356.210938 Penalty: 2308.846924
	Iteration 15Q: 3 clusters Score -94356.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -94358.562500 Penalty: 2308.846924
	Iteration 16Q: 3 clusters Score -94358.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -94361.132812 Penalty: 2308.846924
	Iteration 17Q: 3 clusters Score -94361.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -94361.960938 Penalty: 2308.846924
	Iteration 18Q: 3 clusters Score -94361.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -94361.960938 Penalty: 2308.846924
	Iteration 19F: 3 clusters Score -94361.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -425577.906250 Penalty: 1375.640381
	Iteration 0F: 2 clusters Score -425577.9 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 2324 members 
Entering Unmasked Estep 
Score: -421772.906250 Penalty: 2751.280762
	Iteration 0F: 3 clusters Score -421772.9 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -422960.843750 Penalty: 2751.280762
	Iteration 1F: 3 clusters Score -422960.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -423234.625000 Penalty: 2751.280762
	Iteration 2F: 3 clusters Score -423234.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -423454.031250 Penalty: 2751.280762
	Iteration 3F: 3 clusters Score -423454 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -423632.406250 Penalty: 2751.280762
	Iteration 4F: 3 clusters Score -423632.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -423800.250000 Penalty: 2751.280762
	Iteration 5Q: 3 clusters Score -423800.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -423939.406250 Penalty: 2751.280762
	Iteration 6Q: 3 clusters Score -423939.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -424066.156250 Penalty: 2751.280762
	Iteration 7Q: 3 clusters Score -424066.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -424222.343750 Penalty: 2751.280762
	Iteration 8Q: 3 clusters Score -424222.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -424408.625000 Penalty: 2751.280762
	Iteration 9Q: 3 clusters Score -424408.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -424597.312500 Penalty: 2751.280762
	Iteration 10Q: 3 clusters Score -424597.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -424731.093750 Penalty: 2751.280762
	Iteration 11Q: 3 clusters Score -424731.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -424805.125000 Penalty: 2751.280762
	Iteration 12Q: 3 clusters Score -424805.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -424852.562500 Penalty: 2751.280762
	Iteration 13Q: 3 clusters Score -424852.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -424882.625000 Penalty: 2751.280762
	Iteration 14Q: 3 clusters Score -424882.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -424908.062500 Penalty: 2751.280762
	Iteration 15Q: 3 clusters Score -424908.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -424923.375000 Penalty: 2751.280762
	Iteration 16Q: 3 clusters Score -424923.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -424932.593750 Penalty: 2751.280762
	Iteration 17Q: 3 clusters Score -424932.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -424941.593750 Penalty: 2751.280762
	Iteration 18Q: 3 clusters Score -424941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -424946.718750 Penalty: 2751.280762
	Iteration 19Q: 3 clusters Score -424946.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -424957.687500 Penalty: 2751.280762
	Iteration 20F: 3 clusters Score -424957.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -424962.062500 Penalty: 2751.280762
	Iteration 21Q: 3 clusters Score -424962.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -424969.062500 Penalty: 2751.280762
	Iteration 22Q: 3 clusters Score -424969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -424972.531250 Penalty: 2751.280762
	Iteration 23Q: 3 clusters Score -424972.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -424976.406250 Penalty: 2751.280762
	Iteration 24Q: 3 clusters Score -424976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -424979.375000 Penalty: 2751.280762
	Iteration 25Q: 3 clusters Score -424979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -424981.125000 Penalty: 2751.280762
	Iteration 26Q: 3 clusters Score -424981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -424982.687500 Penalty: 2751.280762
	Iteration 27Q: 3 clusters Score -424982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -424985.406250 Penalty: 2751.280762
	Iteration 28Q: 3 clusters Score -424985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -424987.187500 Penalty: 2751.280762
	Iteration 29Q: 3 clusters Score -424987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -424988.718750 Penalty: 2751.280762
	Iteration 30Q: 3 clusters Score -424988.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -424989.687500 Penalty: 2751.280762
	Iteration 31Q: 3 clusters Score -424989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -424991.437500 Penalty: 2751.280762
	Iteration 32Q: 3 clusters Score -424991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -424992.687500 Penalty: 2751.280762
	Iteration 33Q: 3 clusters Score -424992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -424995.312500 Penalty: 2751.280762
	Iteration 34Q: 3 clusters Score -424995.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -424996.687500 Penalty: 2751.280762
	Iteration 35Q: 3 clusters Score -424996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -424997.843750 Penalty: 2751.280762
	Iteration 36Q: 3 clusters Score -424997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -424999.468750 Penalty: 2751.280762
	Iteration 37Q: 3 clusters Score -424999.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -424999.468750 Penalty: 2751.280762
	Iteration 38F: 3 clusters Score -424999.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Entering Unmasked Estep 
Score: -3197409.000000 Penalty: 1694.065063
	Iteration 0F: 2 clusters Score -3197409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3175011.500000 Penalty: 3388.130127
	Iteration 0F: 3 clusters Score -3175012 nChanged 15474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3183625.500000 Penalty: 3388.130127
	Iteration 1F: 3 clusters Score -3183626 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3184123.500000 Penalty: 3388.130127
	Iteration 2Q: 3 clusters Score -3184124 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3184694.250000 Penalty: 3388.130127
	Iteration 3Q: 3 clusters Score -3184694 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3185268.500000 Penalty: 3388.130127
	Iteration 4Q: 3 clusters Score -3185268 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3185847.750000 Penalty: 3388.130127
	Iteration 5Q: 3 clusters Score -3185848 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3186389.250000 Penalty: 3388.130127
	Iteration 6Q: 3 clusters Score -3186389 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3186878.000000 Penalty: 3388.130127
	Iteration 7Q: 3 clusters Score -3186878 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3187360.250000 Penalty: 3388.130127
	Iteration 8Q: 3 clusters Score -3187360 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3187824.500000 Penalty: 3388.130127
	Iteration 9Q: 3 clusters Score -3187824 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3188292.750000 Penalty: 3388.130127
	Iteration 10Q: 3 clusters Score -3188293 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3188812.750000 Penalty: 3388.130127
	Iteration 11Q: 3 clusters Score -3188813 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3189485.750000 Penalty: 3388.130127
	Iteration 12Q: 3 clusters Score -3189486 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3190299.750000 Penalty: 3388.130127
	Iteration 13Q: 3 clusters Score -3190300 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3191302.250000 Penalty: 3388.130127
	Iteration 14Q: 3 clusters Score -3191302 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3192319.250000 Penalty: 3388.130127
	Iteration 15Q: 3 clusters Score -3192319 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3193356.000000 Penalty: 3388.130127
	Iteration 16Q: 3 clusters Score -3193356 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3194275.250000 Penalty: 3388.130127
	Iteration 17Q: 3 clusters Score -3194275 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3194960.250000 Penalty: 3388.130127
	Iteration 18Q: 3 clusters Score -3194960 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3195446.250000 Penalty: 3388.130127
	Iteration 19Q: 3 clusters Score -3195446 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3195775.250000 Penalty: 3388.130127
	Iteration 20F: 3 clusters Score -3195775 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3196006.000000 Penalty: 3388.130127
	Iteration 21Q: 3 clusters Score -3196006 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3196219.250000 Penalty: 3388.130127
	Iteration 22Q: 3 clusters Score -3196219 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3196336.250000 Penalty: 3388.130127
	Iteration 23Q: 3 clusters Score -3196336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3196405.750000 Penalty: 3388.130127
	Iteration 24Q: 3 clusters Score -3196406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3196453.500000 Penalty: 3388.130127
	Iteration 25Q: 3 clusters Score -3196454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3196478.500000 Penalty: 3388.130127
	Iteration 26Q: 3 clusters Score -3196478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3196509.750000 Penalty: 3388.130127
	Iteration 27Q: 3 clusters Score -3196510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3196528.250000 Penalty: 3388.130127
	Iteration 28Q: 3 clusters Score -3196528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3196549.000000 Penalty: 3388.130127
	Iteration 29Q: 3 clusters Score -3196549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3196556.500000 Penalty: 3388.130127
	Iteration 30Q: 3 clusters Score -3196556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3196553.250000 Penalty: 3388.130127
	Iteration 31Q: 3 clusters Score -3196553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3196560.500000 Penalty: 3388.130127
	Iteration 32Q: 3 clusters Score -3196560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3196565.250000 Penalty: 3388.130127
	Iteration 33Q: 3 clusters Score -3196565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3196576.000000 Penalty: 3388.130127
	Iteration 34Q: 3 clusters Score -3196576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3196581.500000 Penalty: 3388.130127
	Iteration 35Q: 3 clusters Score -3196582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3196589.250000 Penalty: 3388.130127
	Iteration 36Q: 3 clusters Score -3196589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3196591.750000 Penalty: 3388.130127
	Iteration 37Q: 3 clusters Score -3196592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3196594.750000 Penalty: 3388.130127
	Iteration 38Q: 3 clusters Score -3196595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3196598.000000 Penalty: 3388.130127
	Iteration 39Q: 3 clusters Score -3196598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3196604.000000 Penalty: 3388.130127
	Iteration 40F: 3 clusters Score -3196604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3196604.500000 Penalty: 3388.130127
	Iteration 41Q: 3 clusters Score -3196604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3196603.500000 Penalty: 3388.130127
	Iteration 42Q: 3 clusters Score -3196604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3196605.750000 Penalty: 3388.130127
	Iteration 43Q: 3 clusters Score -3196606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3196609.500000 Penalty: 3388.130127
	Iteration 44Q: 3 clusters Score -3196610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3196609.250000 Penalty: 3388.130127
	Iteration 45Q: 3 clusters Score -3196609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3196613.500000 Penalty: 3388.130127
	Iteration 46Q: 3 clusters Score -3196614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3196613.500000 Penalty: 3388.130127
	Iteration 47Q: 3 clusters Score -3196614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3196616.000000 Penalty: 3388.130127
	Iteration 48Q: 3 clusters Score -3196616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3196615.250000 Penalty: 3388.130127
	Iteration 49Q: 3 clusters Score -3196615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3196613.500000 Penalty: 3388.130127
	Iteration 50Q: 3 clusters Score -3196614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3196618.250000 Penalty: 3388.130127
	Iteration 51Q: 3 clusters Score -3196618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3196618.750000 Penalty: 3388.130127
	Iteration 52Q: 3 clusters Score -3196619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3196623.250000 Penalty: 3388.130127
	Iteration 53Q: 3 clusters Score -3196623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3196624.500000 Penalty: 3388.130127
	Iteration 54Q: 3 clusters Score -3196624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3196624.000000 Penalty: 3388.130127
	Iteration 55Q: 3 clusters Score -3196624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3196625.250000 Penalty: 3388.130127
	Iteration 56Q: 3 clusters Score -3196625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3196629.000000 Penalty: 3388.130127
	Iteration 57Q: 3 clusters Score -3196629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3196627.750000 Penalty: 3388.130127
	Iteration 58Q: 3 clusters Score -3196628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3196630.500000 Penalty: 3388.130127
	Iteration 59Q: 3 clusters Score -3196630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3196631.500000 Penalty: 3388.130127
	Iteration 60F: 3 clusters Score -3196632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3196629.500000 Penalty: 3388.130127
	Iteration 61Q: 3 clusters Score -3196630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3196630.000000 Penalty: 3388.130127
	Iteration 62Q: 3 clusters Score -3196630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3196635.750000 Penalty: 3388.130127
	Iteration 63Q: 3 clusters Score -3196636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3196631.750000 Penalty: 3388.130127
	Iteration 64Q: 3 clusters Score -3196632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3196636.750000 Penalty: 3388.130127
	Iteration 65Q: 3 clusters Score -3196637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3196635.750000 Penalty: 3388.130127
	Iteration 66Q: 3 clusters Score -3196636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3196633.750000 Penalty: 3388.130127
	Iteration 67Q: 3 clusters Score -3196634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3196636.750000 Penalty: 3388.130127
	Iteration 68Q: 3 clusters Score -3196637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3196639.250000 Penalty: 3388.130127
	Iteration 69Q: 3 clusters Score -3196639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3196640.500000 Penalty: 3388.130127
	Iteration 70Q: 3 clusters Score -3196640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3196640.250000 Penalty: 3388.130127
	Iteration 71Q: 3 clusters Score -3196640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3196644.750000 Penalty: 3388.130127
	Iteration 72Q: 3 clusters Score -3196645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3196647.750000 Penalty: 3388.130127
	Iteration 73Q: 3 clusters Score -3196648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3196646.250000 Penalty: 3388.130127
	Iteration 74Q: 3 clusters Score -3196646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3196646.500000 Penalty: 3388.130127
	Iteration 75Q: 3 clusters Score -3196646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3196645.750000 Penalty: 3388.130127
	Iteration 76Q: 3 clusters Score -3196646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3196646.250000 Penalty: 3388.130127
	Iteration 77Q: 3 clusters Score -3196646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3196646.500000 Penalty: 3388.130127
	Iteration 78Q: 3 clusters Score -3196646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3196648.500000 Penalty: 3388.130127
	Iteration 79Q: 3 clusters Score -3196648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3196650.250000 Penalty: 3388.130127
	Iteration 80F: 3 clusters Score -3196650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3196650.500000 Penalty: 3388.130127
	Iteration 81Q: 3 clusters Score -3196650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3196654.750000 Penalty: 3388.130127
	Iteration 82Q: 3 clusters Score -3196655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3196650.750000 Penalty: 3388.130127
	Iteration 83Q: 3 clusters Score -3196651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3196658.750000 Penalty: 3388.130127
	Iteration 84Q: 3 clusters Score -3196659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3196656.250000 Penalty: 3388.130127
	Iteration 85Q: 3 clusters Score -3196656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3196656.250000 Penalty: 3388.130127
	Iteration 86F: 3 clusters Score -3196656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (36273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Entering Unmasked Estep 
Score: -3333247.250000 Penalty: 1706.059692
	Iteration 0F: 2 clusters Score -3333247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3309956.750000 Penalty: 3412.119385
	Iteration 0F: 3 clusters Score -3309957 nChanged 16852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3319177.000000 Penalty: 3412.119385
	Iteration 1F: 3 clusters Score -3319177 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3319599.500000 Penalty: 3412.119385
	Iteration 2Q: 3 clusters Score -3319600 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3319985.500000 Penalty: 3412.119385
	Iteration 3Q: 3 clusters Score -3319986 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3320390.500000 Penalty: 3412.119385
	Iteration 4Q: 3 clusters Score -3320390 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3320826.500000 Penalty: 3412.119385
	Iteration 5Q: 3 clusters Score -3320826 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3321351.000000 Penalty: 3412.119385
	Iteration 6Q: 3 clusters Score -3321351 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3322037.250000 Penalty: 3412.119385
	Iteration 7Q: 3 clusters Score -3322037 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3322982.250000 Penalty: 3412.119385
	Iteration 8Q: 3 clusters Score -3322982 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3324332.500000 Penalty: 3412.119385
	Iteration 9F: 3 clusters Score -3324332 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3326070.750000 Penalty: 3412.119385
	Iteration 10F: 3 clusters Score -3326071 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3328145.500000 Penalty: 3412.119385
	Iteration 11F: 3 clusters Score -3328146 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -3329971.750000 Penalty: 3412.119385
	Iteration 12F: 3 clusters Score -3329972 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -3331236.250000 Penalty: 3412.119385
	Iteration 13Q: 3 clusters Score -3331236 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3331701.000000 Penalty: 3412.119385
	Iteration 14Q: 3 clusters Score -3331701 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -3331842.500000 Penalty: 3412.119385
	Iteration 15Q: 3 clusters Score -3331842 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -3331872.250000 Penalty: 3412.119385
	Iteration 16Q: 3 clusters Score -3331872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -3331888.000000 Penalty: 3412.119385
	Iteration 17Q: 3 clusters Score -3331888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -3331902.500000 Penalty: 3412.119385
	Iteration 18Q: 3 clusters Score -3331902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -3331915.000000 Penalty: 3412.119385
	Iteration 19Q: 3 clusters Score -3331915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -3331935.750000 Penalty: 3412.119385
	Iteration 20F: 3 clusters Score -3331936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -3331944.500000 Penalty: 3412.119385
	Iteration 21Q: 3 clusters Score -3331944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -3331955.000000 Penalty: 3412.119385
	Iteration 22Q: 3 clusters Score -3331955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3331961.000000 Penalty: 3412.119385
	Iteration 23Q: 3 clusters Score -3331961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -3331967.500000 Penalty: 3412.119385
	Iteration 24Q: 3 clusters Score -3331968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -3331968.250000 Penalty: 3412.119385
	Iteration 25Q: 3 clusters Score -3331968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -3331971.500000 Penalty: 3412.119385
	Iteration 26Q: 3 clusters Score -3331972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -3331977.250000 Penalty: 3412.119385
	Iteration 27Q: 3 clusters Score -3331977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -3331973.000000 Penalty: 3412.119385
	Iteration 28Q: 3 clusters Score -3331973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -3331982.500000 Penalty: 3412.119385
	Iteration 29Q: 3 clusters Score -3331982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -3331986.000000 Penalty: 3412.119385
	Iteration 30Q: 3 clusters Score -3331986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -3331991.000000 Penalty: 3412.119385
	Iteration 31Q: 3 clusters Score -3331991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -3332002.250000 Penalty: 3412.119385
	Iteration 32Q: 3 clusters Score -3332002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -3332006.750000 Penalty: 3412.119385
	Iteration 33Q: 3 clusters Score -3332007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3332004.500000 Penalty: 3412.119385
	Iteration 34Q: 3 clusters Score -3332004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3332008.500000 Penalty: 3412.119385
	Iteration 35Q: 3 clusters Score -3332008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3332007.250000 Penalty: 3412.119385
	Iteration 36Q: 3 clusters Score -3332007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3332007.250000 Penalty: 3412.119385
	Iteration 37F: 3 clusters Score -3332007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -442555.312500 Penalty: 1379.395630
	Iteration 0F: 2 clusters Score -442555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -438683.718750 Penalty: 2758.791260
	Iteration 0F: 3 clusters Score -438683.7 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -439861.156250 Penalty: 2758.791260
	Iteration 1F: 3 clusters Score -439861.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -440133.562500 Penalty: 2758.791260
	Iteration 2F: 3 clusters Score -440133.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -440373.875000 Penalty: 2758.791260
	Iteration 3F: 3 clusters Score -440373.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -440623.531250 Penalty: 2758.791260
	Iteration 4F: 3 clusters Score -440623.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -440844.781250 Penalty: 2758.791260
	Iteration 5F: 3 clusters Score -440844.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -441056.812500 Penalty: 2758.791260
	Iteration 6F: 3 clusters Score -441056.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -441261.531250 Penalty: 2758.791260
	Iteration 7F: 3 clusters Score -441261.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -441488.906250 Penalty: 2758.791260
	Iteration 8F: 3 clusters Score -441488.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -441703.375000 Penalty: 2758.791260
	Iteration 9Q: 3 clusters Score -441703.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -441874.156250 Penalty: 2758.791260
	Iteration 10Q: 3 clusters Score -441874.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -441994.375000 Penalty: 2758.791260
	Iteration 11Q: 3 clusters Score -441994.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -442070.625000 Penalty: 2758.791260
	Iteration 12Q: 3 clusters Score -442070.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -442121.125000 Penalty: 2758.791260
	Iteration 13Q: 3 clusters Score -442121.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -442147.656250 Penalty: 2758.791260
	Iteration 14Q: 3 clusters Score -442147.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -442166.000000 Penalty: 2758.791260
	Iteration 15Q: 3 clusters Score -442166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -442175.968750 Penalty: 2758.791260
	Iteration 16Q: 3 clusters Score -442176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -442181.468750 Penalty: 2758.791260
	Iteration 17Q: 3 clusters Score -442181.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -442184.750000 Penalty: 2758.791260
	Iteration 18Q: 3 clusters Score -442184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -442188.031250 Penalty: 2758.791260
	Iteration 19Q: 3 clusters Score -442188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -442189.343750 Penalty: 2758.791260
	Iteration 20F: 3 clusters Score -442189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -442191.093750 Penalty: 2758.791260
	Iteration 21Q: 3 clusters Score -442191.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -442192.562500 Penalty: 2758.791260
	Iteration 22Q: 3 clusters Score -442192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -442193.593750 Penalty: 2758.791260
	Iteration 23Q: 3 clusters Score -442193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -442194.593750 Penalty: 2758.791260
	Iteration 24Q: 3 clusters Score -442194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -442196.312500 Penalty: 2758.791260
	Iteration 25Q: 3 clusters Score -442196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -442196.437500 Penalty: 2758.791260
	Iteration 26Q: 3 clusters Score -442196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -442196.437500 Penalty: 2758.791260
	Iteration 27F: 3 clusters Score -442196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -119344.703125 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -119344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -117594.289062 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -117594.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -118016.382812 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -118016.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -118212.906250 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -118212.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -118359.023438 Penalty: 2379.386230
	Iteration 3F: 3 clusters Score -118359 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -118500.007812 Penalty: 2379.386230
	Iteration 4F: 3 clusters Score -118500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -118609.789062 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -118609.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -118674.453125 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -118674.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -118713.726562 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -118713.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -118739.742188 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -118739.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -118784.859375 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -118784.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -118836.101562 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -118836.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -118892.703125 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -118892.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -118926.171875 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -118926.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -118955.039062 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -118955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -118969.945312 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -118969.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -118985.171875 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -118985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -119000.234375 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -119000.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119022.375000 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -119022.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -119054.718750 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -119054.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -119096.171875 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -119096.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -119130.468750 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -119130.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -119153.765625 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -119153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -119156.929688 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -119156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -119156.929688 Penalty: 2379.386230
	Iteration 23F: 3 clusters Score -119156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -134557.531250 Penalty: 1186.436523
	Iteration 0F: 2 clusters Score -134557.5 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 753 members 
Entering Unmasked Estep 
Score: -132800.390625 Penalty: 2372.873047
	Iteration 0F: 3 clusters Score -132800.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -133173.671875 Penalty: 2372.873047
	Iteration 1F: 3 clusters Score -133173.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133274.859375 Penalty: 2372.873047
	Iteration 2F: 3 clusters Score -133274.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133328.000000 Penalty: 2372.873047
	Iteration 3Q: 3 clusters Score -133328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -133355.828125 Penalty: 2372.873047
	Iteration 4Q: 3 clusters Score -133355.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133377.843750 Penalty: 2372.873047
	Iteration 5Q: 3 clusters Score -133377.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -133394.937500 Penalty: 2372.873047
	Iteration 6Q: 3 clusters Score -133394.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -133411.968750 Penalty: 2372.873047
	Iteration 7Q: 3 clusters Score -133412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -133428.640625 Penalty: 2372.873047
	Iteration 8Q: 3 clusters Score -133428.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -133441.484375 Penalty: 2372.873047
	Iteration 9Q: 3 clusters Score -133441.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -133448.703125 Penalty: 2372.873047
	Iteration 10Q: 3 clusters Score -133448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -133457.312500 Penalty: 2372.873047
	Iteration 11Q: 3 clusters Score -133457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -133462.890625 Penalty: 2372.873047
	Iteration 12Q: 3 clusters Score -133462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -133467.312500 Penalty: 2372.873047
	Iteration 13Q: 3 clusters Score -133467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -133471.375000 Penalty: 2372.873047
	Iteration 14Q: 3 clusters Score -133471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -133476.218750 Penalty: 2372.873047
	Iteration 15Q: 3 clusters Score -133476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -133481.812500 Penalty: 2372.873047
	Iteration 16Q: 3 clusters Score -133481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -133486.156250 Penalty: 2372.873047
	Iteration 17Q: 3 clusters Score -133486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -133488.578125 Penalty: 2372.873047
	Iteration 18Q: 3 clusters Score -133488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -133489.203125 Penalty: 2372.873047
	Iteration 19Q: 3 clusters Score -133489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133490.515625 Penalty: 2372.873047
	Iteration 20F: 3 clusters Score -133490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -133492.343750 Penalty: 2372.873047
	Iteration 21Q: 3 clusters Score -133492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -133494.296875 Penalty: 2372.873047
	Iteration 22Q: 3 clusters Score -133494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -133496.046875 Penalty: 2372.873047
	Iteration 23Q: 3 clusters Score -133496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133499.328125 Penalty: 2372.873047
	Iteration 24Q: 3 clusters Score -133499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -133508.812500 Penalty: 2372.873047
	Iteration 25Q: 3 clusters Score -133508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -133512.828125 Penalty: 2372.873047
	Iteration 26Q: 3 clusters Score -133512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -133515.921875 Penalty: 2372.873047
	Iteration 27Q: 3 clusters Score -133515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -133519.093750 Penalty: 2372.873047
	Iteration 28Q: 3 clusters Score -133519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -133521.703125 Penalty: 2372.873047
	Iteration 29Q: 3 clusters Score -133521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -133523.687500 Penalty: 2372.873047
	Iteration 30Q: 3 clusters Score -133523.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -133525.687500 Penalty: 2372.873047
	Iteration 31Q: 3 clusters Score -133525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -133526.687500 Penalty: 2372.873047
	Iteration 32Q: 3 clusters Score -133526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -133527.750000 Penalty: 2372.873047
	Iteration 33Q: 3 clusters Score -133527.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -133527.750000 Penalty: 2372.873047
	Iteration 34F: 3 clusters Score -133527.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -253325.750000 Penalty: 1286.777222
	Iteration 0F: 2 clusters Score -253325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -250755.437500 Penalty: 2573.554443
	Iteration 0F: 3 clusters Score -250755.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -251367.718750 Penalty: 2573.554443
	Iteration 1F: 3 clusters Score -251367.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -251518.375000 Penalty: 2573.554443
	Iteration 2F: 3 clusters Score -251518.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -251620.609375 Penalty: 2573.554443
	Iteration 3F: 3 clusters Score -251620.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -251707.000000 Penalty: 2573.554443
	Iteration 4Q: 3 clusters Score -251707 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -251795.015625 Penalty: 2573.554443
	Iteration 5Q: 3 clusters Score -251795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -251855.671875 Penalty: 2573.554443
	Iteration 6Q: 3 clusters Score -251855.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -251909.859375 Penalty: 2573.554443
	Iteration 7Q: 3 clusters Score -251909.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -251962.125000 Penalty: 2573.554443
	Iteration 8Q: 3 clusters Score -251962.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -252014.375000 Penalty: 2573.554443
	Iteration 9Q: 3 clusters Score -252014.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -252045.046875 Penalty: 2573.554443
	Iteration 10Q: 3 clusters Score -252045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -252082.468750 Penalty: 2573.554443
	Iteration 11Q: 3 clusters Score -252082.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -252115.546875 Penalty: 2573.554443
	Iteration 12Q: 3 clusters Score -252115.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -252161.781250 Penalty: 2573.554443
	Iteration 13Q: 3 clusters Score -252161.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -252216.062500 Penalty: 2573.554443
	Iteration 14Q: 3 clusters Score -252216.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -252275.812500 Penalty: 2573.554443
	Iteration 15Q: 3 clusters Score -252275.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -252328.875000 Penalty: 2573.554443
	Iteration 16Q: 3 clusters Score -252328.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -252357.796875 Penalty: 2573.554443
	Iteration 17Q: 3 clusters Score -252357.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -252384.390625 Penalty: 2573.554443
	Iteration 18Q: 3 clusters Score -252384.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -252407.671875 Penalty: 2573.554443
	Iteration 19Q: 3 clusters Score -252407.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -252429.375000 Penalty: 2573.554443
	Iteration 20F: 3 clusters Score -252429.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -252452.750000 Penalty: 2573.554443
	Iteration 21Q: 3 clusters Score -252452.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -252468.421875 Penalty: 2573.554443
	Iteration 22Q: 3 clusters Score -252468.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -252479.687500 Penalty: 2573.554443
	Iteration 23Q: 3 clusters Score -252479.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -252482.390625 Penalty: 2573.554443
	Iteration 24Q: 3 clusters Score -252482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -252483.046875 Penalty: 2573.554443
	Iteration 25Q: 3 clusters Score -252483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -252484.765625 Penalty: 2573.554443
	Iteration 26Q: 3 clusters Score -252484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -252486.140625 Penalty: 2573.554443
	Iteration 27Q: 3 clusters Score -252486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -252488.250000 Penalty: 2573.554443
	Iteration 28Q: 3 clusters Score -252488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -252489.406250 Penalty: 2573.554443
	Iteration 29Q: 3 clusters Score -252489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -252491.203125 Penalty: 2573.554443
	Iteration 30Q: 3 clusters Score -252491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -252493.171875 Penalty: 2573.554443
	Iteration 31Q: 3 clusters Score -252493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -252494.484375 Penalty: 2573.554443
	Iteration 32Q: 3 clusters Score -252494.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252496.484375 Penalty: 2573.554443
	Iteration 33Q: 3 clusters Score -252496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252497.093750 Penalty: 2573.554443
	Iteration 34Q: 3 clusters Score -252497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -252497.593750 Penalty: 2573.554443
	Iteration 35Q: 3 clusters Score -252497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -252498.078125 Penalty: 2573.554443
	Iteration 36Q: 3 clusters Score -252498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -252499.203125 Penalty: 2573.554443
	Iteration 37Q: 3 clusters Score -252499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -252499.546875 Penalty: 2573.554443
	Iteration 38Q: 3 clusters Score -252499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -252499.609375 Penalty: 2573.554443
	Iteration 39Q: 3 clusters Score -252499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -252499.609375 Penalty: 2573.554443
	Iteration 40F: 3 clusters Score -252499.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -57196.781250 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -57196.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56020.664062 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -56020.66 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56243.300781 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -56243.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56329.203125 Penalty: 2119.680176
	Iteration 2F: 3 clusters Score -56329.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56362.085938 Penalty: 2119.680176
	Iteration 3Q: 3 clusters Score -56362.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56383.613281 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -56383.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56400.570312 Penalty: 2119.680176
	Iteration 5Q: 3 clusters Score -56400.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -56418.648438 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -56418.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56423.726562 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -56423.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56426.410156 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -56426.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56428.035156 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -56428.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56430.250000 Penalty: 2119.680176
	Iteration 10Q: 3 clusters Score -56430.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56430.250000 Penalty: 2119.680176
	Iteration 11F: 3 clusters Score -56430.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -1351141.125000 Penalty: 1558.731812
	Iteration 0F: 2 clusters Score -1351141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1340931.125000 Penalty: 3117.463623
	Iteration 0F: 3 clusters Score -1340931 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1344561.625000 Penalty: 3117.463623
	Iteration 1F: 3 clusters Score -1344562 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1345154.375000 Penalty: 3117.463623
	Iteration 2F: 3 clusters Score -1345154 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1345827.500000 Penalty: 3117.463623
	Iteration 3F: 3 clusters Score -1345828 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1346585.875000 Penalty: 3117.463623
	Iteration 4F: 3 clusters Score -1346586 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1347372.000000 Penalty: 3117.463623
	Iteration 5F: 3 clusters Score -1347372 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1348215.375000 Penalty: 3117.463623
	Iteration 6F: 3 clusters Score -1348215 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1348943.125000 Penalty: 3117.463623
	Iteration 7F: 3 clusters Score -1348943 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1349587.875000 Penalty: 3117.463623
	Iteration 8F: 3 clusters Score -1349588 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1350049.875000 Penalty: 3117.463623
	Iteration 9Q: 3 clusters Score -1350050 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1350318.125000 Penalty: 3117.463623
	Iteration 10Q: 3 clusters Score -1350318 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1350488.625000 Penalty: 3117.463623
	Iteration 11Q: 3 clusters Score -1350489 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1350626.000000 Penalty: 3117.463623
	Iteration 12Q: 3 clusters Score -1350626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1350751.625000 Penalty: 3117.463623
	Iteration 13Q: 3 clusters Score -1350752 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1350837.250000 Penalty: 3117.463623
	Iteration 14Q: 3 clusters Score -1350837 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1350930.500000 Penalty: 3117.463623
	Iteration 15Q: 3 clusters Score -1350930 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1351019.125000 Penalty: 3117.463623
	Iteration 16Q: 3 clusters Score -1351019 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1351089.375000 Penalty: 3117.463623
	Iteration 17Q: 3 clusters Score -1351089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1351141.125000 Penalty: 3117.463623
	Iteration 18Q: 3 clusters Score -1351141 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1351173.125000 Penalty: 3117.463623
	Iteration 19Q: 3 clusters Score -1351173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1351196.375000 Penalty: 3117.463623
	Iteration 20F: 3 clusters Score -1351196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1351227.500000 Penalty: 3117.463623
	Iteration 21Q: 3 clusters Score -1351228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1351243.750000 Penalty: 3117.463623
	Iteration 22Q: 3 clusters Score -1351244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1351255.000000 Penalty: 3117.463623
	Iteration 23Q: 3 clusters Score -1351255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1351263.000000 Penalty: 3117.463623
	Iteration 24Q: 3 clusters Score -1351263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1351274.750000 Penalty: 3117.463623
	Iteration 25Q: 3 clusters Score -1351275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1351278.500000 Penalty: 3117.463623
	Iteration 26Q: 3 clusters Score -1351278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1351280.875000 Penalty: 3117.463623
	Iteration 27Q: 3 clusters Score -1351281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1351286.625000 Penalty: 3117.463623
	Iteration 28Q: 3 clusters Score -1351287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1351286.375000 Penalty: 3117.463623
	Iteration 29Q: 3 clusters Score -1351286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1351287.500000 Penalty: 3117.463623
	Iteration 30Q: 3 clusters Score -1351288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1351290.250000 Penalty: 3117.463623
	Iteration 31Q: 3 clusters Score -1351290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1351288.750000 Penalty: 3117.463623
	Iteration 32Q: 3 clusters Score -1351289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1351289.375000 Penalty: 3117.463623
	Iteration 33Q: 3 clusters Score -1351289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1351289.375000 Penalty: 3117.463623
	Iteration 34F: 3 clusters Score -1351289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44054 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 17678 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 33692 members 
Mstep: Class 30 contains 36273 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 13416 members 
Mstep: Class 42 contains 9743 members 
Mstep: Class 43 contains 34548 members 
Mstep: Class 44 contains 12489 members 
Entering Unmasked Estep 
Score: -49764088.000000 Penalty: 94421.257812
Splitting cluster 36 changes total score from -49756284.000000 to -49764088.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 37 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -342538.031250 Penalty: 1336.252197
	Iteration 0F: 2 clusters Score -342538 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 1844 members 
Entering Unmasked Estep 
Score: -339295.687500 Penalty: 2672.504395
	Iteration 0F: 3 clusters Score -339295.7 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -340174.718750 Penalty: 2672.504395
	Iteration 1F: 3 clusters Score -340174.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -340347.843750 Penalty: 2672.504395
	Iteration 2F: 3 clusters Score -340347.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -340482.187500 Penalty: 2672.504395
	Iteration 3F: 3 clusters Score -340482.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -340616.968750 Penalty: 2672.504395
	Iteration 4Q: 3 clusters Score -340617 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -340723.687500 Penalty: 2672.504395
	Iteration 5Q: 3 clusters Score -340723.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -340810.937500 Penalty: 2672.504395
	Iteration 6Q: 3 clusters Score -340810.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -340894.187500 Penalty: 2672.504395
	Iteration 7Q: 3 clusters Score -340894.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -340979.062500 Penalty: 2672.504395
	Iteration 8Q: 3 clusters Score -340979.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -341049.750000 Penalty: 2672.504395
	Iteration 9Q: 3 clusters Score -341049.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -341115.187500 Penalty: 2672.504395
	Iteration 10Q: 3 clusters Score -341115.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -341187.625000 Penalty: 2672.504395
	Iteration 11Q: 3 clusters Score -341187.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -341258.593750 Penalty: 2672.504395
	Iteration 12Q: 3 clusters Score -341258.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -341317.218750 Penalty: 2672.504395
	Iteration 13Q: 3 clusters Score -341317.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -341355.843750 Penalty: 2672.504395
	Iteration 14Q: 3 clusters Score -341355.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -341387.187500 Penalty: 2672.504395
	Iteration 15Q: 3 clusters Score -341387.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -341416.500000 Penalty: 2672.504395
	Iteration 16Q: 3 clusters Score -341416.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -341446.500000 Penalty: 2672.504395
	Iteration 17Q: 3 clusters Score -341446.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -341467.125000 Penalty: 2672.504395
	Iteration 18Q: 3 clusters Score -341467.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -341484.625000 Penalty: 2672.504395
	Iteration 19Q: 3 clusters Score -341484.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -341505.562500 Penalty: 2672.504395
	Iteration 20F: 3 clusters Score -341505.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -341527.062500 Penalty: 2672.504395
	Iteration 21Q: 3 clusters Score -341527.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -341543.937500 Penalty: 2672.504395
	Iteration 22Q: 3 clusters Score -341543.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -341563.812500 Penalty: 2672.504395
	Iteration 23Q: 3 clusters Score -341563.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -341575.750000 Penalty: 2672.504395
	Iteration 24Q: 3 clusters Score -341575.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -341584.843750 Penalty: 2672.504395
	Iteration 25Q: 3 clusters Score -341584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -341587.843750 Penalty: 2672.504395
	Iteration 26Q: 3 clusters Score -341587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -341588.437500 Penalty: 2672.504395
	Iteration 27Q: 3 clusters Score -341588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -341588.812500 Penalty: 2672.504395
	Iteration 28Q: 3 clusters Score -341588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -341589.125000 Penalty: 2672.504395
	Iteration 29Q: 3 clusters Score -341589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -341590.906250 Penalty: 2672.504395
	Iteration 30Q: 3 clusters Score -341590.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -341590.906250 Penalty: 2672.504395
	Iteration 31F: 3 clusters Score -341590.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -196993.187500 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -196993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194790.000000 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -194790 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -195290.843750 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -195290.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -195489.765625 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -195489.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -195659.312500 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -195659.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -195864.828125 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -195864.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -196090.359375 Penalty: 2499.640137
	Iteration 5F: 3 clusters Score -196090.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -196331.640625 Penalty: 2499.640137
	Iteration 6F: 3 clusters Score -196331.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196646.296875 Penalty: 2499.640137
	Iteration 7F: 3 clusters Score -196646.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -197164.609375 Penalty: 2499.640137
	Iteration 8F: 3 clusters Score -197164.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -197703.390625 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -197703.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197807.531250 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -197807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197818.671875 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -197818.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197826.000000 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -197826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -197829.750000 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -197829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -197832.000000 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -197832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197840.703125 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -197840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197844.312500 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -197844.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -197849.984375 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -197850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197850.640625 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -197850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197850.640625 Penalty: 2499.640137
	Iteration 19F: 3 clusters Score -197850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44054 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 17678 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 33692 members 
Mstep: Class 30 contains 36273 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 13416 members 
Mstep: Class 42 contains 9743 members 
Mstep: Class 43 contains 34548 members 
Mstep: Class 44 contains 12489 members 
Mstep: Class 45 contains 806 members 
Entering Unmasked Estep 
Score: -49764100.000000 Penalty: 96567.195312
Splitting cluster 38 changes total score from -49756284.000000 to -49764100.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -122151.265625 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -122151.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120450.156250 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -120450.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120809.335938 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -120809.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -120907.593750 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -120907.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -120967.093750 Penalty: 2351.576172
	Iteration 3F: 3 clusters Score -120967.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121005.445312 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -121005.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -121032.367188 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -121032.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -121050.312500 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -121050.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -121077.703125 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -121077.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -121102.968750 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -121103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -121118.757812 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -121118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121140.046875 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -121140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -121175.265625 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -121175.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -121231.765625 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -121231.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -121295.453125 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -121295.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -121378.203125 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -121378.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -121452.273438 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -121452.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -121552.460938 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -121552.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -121685.585938 Penalty: 2351.576172
	Iteration 17Q: 3 clusters Score -121685.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -121812.890625 Penalty: 2351.576172
	Iteration 18Q: 3 clusters Score -121812.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -121969.226562 Penalty: 2351.576172
	Iteration 19Q: 3 clusters Score -121969.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122134.117188 Penalty: 2351.576172
	Iteration 20F: 3 clusters Score -122134.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -122272.093750 Penalty: 2351.576172
	Iteration 21Q: 3 clusters Score -122272.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122373.640625 Penalty: 2351.576172
	Iteration 22Q: 3 clusters Score -122373.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -122431.382812 Penalty: 2351.576172
	Iteration 23Q: 3 clusters Score -122431.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -122485.476562 Penalty: 2351.576172
	Iteration 24Q: 3 clusters Score -122485.5 nChanged 19
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: -122534.812500 Penalty: 2351.576172
	Iteration 25Q: 3 clusters Score -122534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122552.851562 Penalty: 2351.576172
	Iteration 26Q: 3 clusters Score -122552.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -122573.023438 Penalty: 2351.576172
	Iteration 27Q: 3 clusters Score -122573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122589.062500 Penalty: 2351.576172
	Iteration 28Q: 3 clusters Score -122589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -122592.101562 Penalty: 2351.576172
	Iteration 29Q: 3 clusters Score -122592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -122592.101562 Penalty: 2351.576172
	Iteration 30F: 3 clusters Score -122592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44054 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 17678 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 33692 members 
Mstep: Class 30 contains 36273 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 743 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 13416 members 
Mstep: Class 42 contains 9743 members 
Mstep: Class 43 contains 34548 members 
Mstep: Class 44 contains 12489 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 645 members 
Entering Unmasked Estep 
Score: -49763608.000000 Penalty: 98713.132812
Splitting cluster 39 changes total score from -49756284.000000 to -49763608.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 40 (4589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Entering Unmasked Estep 
Score: -428459.531250 Penalty: 1370.105347
	Iteration 0F: 2 clusters Score -428459.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -424771.593750 Penalty: 2740.210693
	Iteration 0F: 3 clusters Score -424771.6 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -425907.343750 Penalty: 2740.210693
	Iteration 1F: 3 clusters Score -425907.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -426154.250000 Penalty: 2740.210693
	Iteration 2F: 3 clusters Score -426154.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -426328.968750 Penalty: 2740.210693
	Iteration 3F: 3 clusters Score -426329 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -426455.937500 Penalty: 2740.210693
	Iteration 4Q: 3 clusters Score -426455.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -426562.250000 Penalty: 2740.210693
	Iteration 5Q: 3 clusters Score -426562.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -426642.718750 Penalty: 2740.210693
	Iteration 6Q: 3 clusters Score -426642.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -426737.562500 Penalty: 2740.210693
	Iteration 7Q: 3 clusters Score -426737.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -426822.718750 Penalty: 2740.210693
	Iteration 8Q: 3 clusters Score -426822.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -426893.781250 Penalty: 2740.210693
	Iteration 9Q: 3 clusters Score -426893.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -426965.468750 Penalty: 2740.210693
	Iteration 10Q: 3 clusters Score -426965.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -427027.312500 Penalty: 2740.210693
	Iteration 11Q: 3 clusters Score -427027.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -427085.531250 Penalty: 2740.210693
	Iteration 12Q: 3 clusters Score -427085.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -427128.375000 Penalty: 2740.210693
	Iteration 13Q: 3 clusters Score -427128.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -427165.218750 Penalty: 2740.210693
	Iteration 14Q: 3 clusters Score -427165.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -427196.156250 Penalty: 2740.210693
	Iteration 15Q: 3 clusters Score -427196.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -427236.687500 Penalty: 2740.210693
	Iteration 16Q: 3 clusters Score -427236.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -427271.562500 Penalty: 2740.210693
	Iteration 17Q: 3 clusters Score -427271.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -427296.187500 Penalty: 2740.210693
	Iteration 18Q: 3 clusters Score -427296.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -427315.312500 Penalty: 2740.210693
	Iteration 19Q: 3 clusters Score -427315.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -427331.781250 Penalty: 2740.210693
	Iteration 20F: 3 clusters Score -427331.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -427342.125000 Penalty: 2740.210693
	Iteration 21Q: 3 clusters Score -427342.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -427356.781250 Penalty: 2740.210693
	Iteration 22Q: 3 clusters Score -427356.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -427374.093750 Penalty: 2740.210693
	Iteration 23Q: 3 clusters Score -427374.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -427388.656250 Penalty: 2740.210693
	Iteration 24Q: 3 clusters Score -427388.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -427396.812500 Penalty: 2740.210693
	Iteration 25Q: 3 clusters Score -427396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -427404.218750 Penalty: 2740.210693
	Iteration 26Q: 3 clusters Score -427404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -427411.187500 Penalty: 2740.210693
	Iteration 27Q: 3 clusters Score -427411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -427414.312500 Penalty: 2740.210693
	Iteration 28Q: 3 clusters Score -427414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -427417.312500 Penalty: 2740.210693
	Iteration 29Q: 3 clusters Score -427417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -427419.343750 Penalty: 2740.210693
	Iteration 30Q: 3 clusters Score -427419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -427422.687500 Penalty: 2740.210693
	Iteration 31Q: 3 clusters Score -427422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -427426.781250 Penalty: 2740.210693
	Iteration 32Q: 3 clusters Score -427426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -427431.968750 Penalty: 2740.210693
	Iteration 33Q: 3 clusters Score -427432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -427436.281250 Penalty: 2740.210693
	Iteration 34Q: 3 clusters Score -427436.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -427439.750000 Penalty: 2740.210693
	Iteration 35Q: 3 clusters Score -427439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -427442.937500 Penalty: 2740.210693
	Iteration 36Q: 3 clusters Score -427442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -427443.281250 Penalty: 2740.210693
	Iteration 37Q: 3 clusters Score -427443.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -427444.187500 Penalty: 2740.210693
	Iteration 38Q: 3 clusters Score -427444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -427445.312500 Penalty: 2740.210693
	Iteration 39Q: 3 clusters Score -427445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -427445.312500 Penalty: 2740.210693
	Iteration 40F: 3 clusters Score -427445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44054 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 17678 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 33692 members 
Mstep: Class 30 contains 36273 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 743 members 
Mstep: Class 40 contains 4589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768124.000000 Penalty: 98713.132812
Iteration 119Q: 47 clusters Score -4.976812e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 42502 members 
Mstep: Class 4 contains 42334 members 
Mstep: Class 5 contains 1820 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 44044 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37208 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 22159 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 13934 members 
Mstep: Class 16 contains 11395 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 36579 members 
Mstep: Class 21 contains 18639 members 
Mstep: Class 22 contains 1315 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 4764 members 
Mstep: Class 29 contains 33804 members 
Mstep: Class 30 contains 35951 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 1516 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2702 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 2294 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 4602 members 
Mstep: Class 41 contains 13093 members 
Mstep: Class 42 contains 9264 members 
Mstep: Class 43 contains 33076 members 
Mstep: Class 44 contains 11936 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771540.000000 Penalty: 98713.132812
Iteration 120F: 47 clusters Score -4.977154e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 42362 members 
Mstep: Class 4 contains 42272 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44014 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37224 members 
Mstep: Class 11 contains 21460 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 22114 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 13835 members 
Mstep: Class 16 contains 11344 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 36541 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 1311 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 2271 members 
Mstep: Class 25 contains 4922 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4764 members 
Mstep: Class 29 contains 33588 members 
Mstep: Class 30 contains 34263 members 
Mstep: Class 31 contains 4864 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 2365 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 1485 members 
Mstep: Class 39 contains 780 members 
Mstep: Class 40 contains 4595 members 
Mstep: Class 41 contains 13505 members 
Mstep: Class 42 contains 9274 members 
Mstep: Class 43 contains 34235 members 
Mstep: Class 44 contains 12239 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773696.000000 Penalty: 98713.132812
Iteration 121Q: 47 clusters Score -4.97737e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 42139 members 
Mstep: Class 4 contains 42208 members 
Mstep: Class 5 contains 1820 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 44043 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37205 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 7352 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 13749 members 
Mstep: Class 16 contains 11261 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 36534 members 
Mstep: Class 21 contains 19341 members 
Mstep: Class 22 contains 1307 members 
Mstep: Class 23 contains 5738 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4764 members 
Mstep: Class 29 contains 33419 members 
Mstep: Class 30 contains 33147 members 
Mstep: Class 31 contains 4858 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2621 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 1494 members 
Mstep: Class 39 contains 787 members 
Mstep: Class 40 contains 4605 members 
Mstep: Class 41 contains 13797 members 
Mstep: Class 42 contains 9260 members 
Mstep: Class 43 contains 35078 members 
Mstep: Class 44 contains 12382 members 
Mstep: Class 45 contains 788 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773812.000000 Penalty: 98713.132812
Iteration 122Q: 47 clusters Score -4.977381e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 41808 members 
Mstep: Class 4 contains 42173 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 44071 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37186 members 
Mstep: Class 11 contains 21466 members 
Mstep: Class 12 contains 7416 members 
Mstep: Class 13 contains 22088 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 13693 members 
Mstep: Class 16 contains 11184 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 36514 members 
Mstep: Class 21 contains 19844 members 
Mstep: Class 22 contains 1303 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 4907 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4772 members 
Mstep: Class 29 contains 33244 members 
Mstep: Class 30 contains 32348 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 1556 members 
Mstep: Class 33 contains 1484 members 
Mstep: Class 34 contains 2595 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 2533 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 798 members 
Mstep: Class 40 contains 4598 members 
Mstep: Class 41 contains 14050 members 
Mstep: Class 42 contains 9260 members 
Mstep: Class 43 contains 35602 members 
Mstep: Class 44 contains 12492 members 
Mstep: Class 45 contains 786 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773768.000000 Penalty: 98713.132812
Iteration 123Q: 47 clusters Score -4.977377e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 41508 members 
Mstep: Class 4 contains 42161 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 44101 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37180 members 
Mstep: Class 11 contains 21451 members 
Mstep: Class 12 contains 7472 members 
Mstep: Class 13 contains 22085 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 13609 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 36496 members 
Mstep: Class 21 contains 20412 members 
Mstep: Class 22 contains 1301 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 33091 members 
Mstep: Class 30 contains 31746 members 
Mstep: Class 31 contains 4853 members 
Mstep: Class 32 contains 1562 members 
Mstep: Class 33 contains 1484 members 
Mstep: Class 34 contains 2574 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 2601 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 1514 members 
Mstep: Class 39 contains 809 members 
Mstep: Class 40 contains 4591 members 
Mstep: Class 41 contains 14271 members 
Mstep: Class 42 contains 9241 members 
Mstep: Class 43 contains 35884 members 
Mstep: Class 44 contains 12595 members 
Mstep: Class 45 contains 787 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773128.000000 Penalty: 98713.132812
Iteration 124Q: 47 clusters Score -4.977313e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 41312 members 
Mstep: Class 4 contains 42163 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 2458 members 
Mstep: Class 7 contains 44133 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37178 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 12 contains 7529 members 
Mstep: Class 13 contains 22088 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13526 members 
Mstep: Class 16 contains 10910 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 36493 members 
Mstep: Class 21 contains 21036 members 
Mstep: Class 22 contains 1301 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 32954 members 
Mstep: Class 30 contains 31286 members 
Mstep: Class 31 contains 4839 members 
Mstep: Class 32 contains 1564 members 
Mstep: Class 33 contains 1484 members 
Mstep: Class 34 contains 2549 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 2672 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 1519 members 
Mstep: Class 39 contains 822 members 
Mstep: Class 40 contains 4592 members 
Mstep: Class 41 contains 14483 members 
Mstep: Class 42 contains 9232 members 
Mstep: Class 43 contains 35863 members 
Mstep: Class 44 contains 12703 members 
Mstep: Class 45 contains 786 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772816.000000 Penalty: 98713.132812
Iteration 125Q: 47 clusters Score -4.977282e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 42192 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 44166 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37182 members 
Mstep: Class 11 contains 21400 members 
Mstep: Class 12 contains 7575 members 
Mstep: Class 13 contains 22074 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13473 members 
Mstep: Class 16 contains 10801 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 36516 members 
Mstep: Class 21 contains 21644 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2284 members 
Mstep: Class 25 contains 4926 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 32824 members 
Mstep: Class 30 contains 30910 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 1565 members 
Mstep: Class 33 contains 1484 members 
Mstep: Class 34 contains 2540 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 2730 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 840 members 
Mstep: Class 40 contains 4585 members 
Mstep: Class 41 contains 14663 members 
Mstep: Class 42 contains 9223 members 
Mstep: Class 43 contains 35687 members 
Mstep: Class 44 contains 12795 members 
Mstep: Class 45 contains 787 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772848.000000 Penalty: 98713.132812
Iteration 126Q: 47 clusters Score -4.977285e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 41032 members 
Mstep: Class 4 contains 42218 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 44189 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37189 members 
Mstep: Class 11 contains 21376 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 13 contains 22051 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13430 members 
Mstep: Class 16 contains 10729 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 36518 members 
Mstep: Class 21 contains 22255 members 
Mstep: Class 22 contains 1291 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 4928 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 32702 members 
Mstep: Class 30 contains 30564 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 1564 members 
Mstep: Class 33 contains 1485 members 
Mstep: Class 34 contains 2525 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 2780 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 858 members 
Mstep: Class 40 contains 4585 members 
Mstep: Class 41 contains 14823 members 
Mstep: Class 42 contains 9221 members 
Mstep: Class 43 contains 35438 members 
Mstep: Class 44 contains 12887 members 
Mstep: Class 45 contains 786 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772824.000000 Penalty: 98713.132812
Iteration 127Q: 47 clusters Score -4.977282e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 40887 members 
Mstep: Class 4 contains 42261 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 44198 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37191 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 22030 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13403 members 
Mstep: Class 16 contains 10665 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 36530 members 
Mstep: Class 21 contains 22833 members 
Mstep: Class 22 contains 1289 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 4947 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4769 members 
Mstep: Class 29 contains 32592 members 
Mstep: Class 30 contains 30263 members 
Mstep: Class 31 contains 4808 members 
Mstep: Class 32 contains 1571 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 2507 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 2813 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 873 members 
Mstep: Class 40 contains 4587 members 
Mstep: Class 41 contains 14972 members 
Mstep: Class 42 contains 9226 members 
Mstep: Class 43 contains 35173 members 
Mstep: Class 44 contains 12964 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772856.000000 Penalty: 98713.132812
Iteration 128Q: 47 clusters Score -4.977286e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 40764 members 
Mstep: Class 4 contains 42280 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 44230 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37191 members 
Mstep: Class 11 contains 21341 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 22025 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13375 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 36528 members 
Mstep: Class 21 contains 23419 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 4962 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4771 members 
Mstep: Class 29 contains 32490 members 
Mstep: Class 30 contains 29941 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 1573 members 
Mstep: Class 33 contains 1488 members 
Mstep: Class 34 contains 2490 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 2838 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 1529 members 
Mstep: Class 39 contains 887 members 
Mstep: Class 40 contains 4586 members 
Mstep: Class 41 contains 15114 members 
Mstep: Class 42 contains 9228 members 
Mstep: Class 43 contains 34890 members 
Mstep: Class 44 contains 13039 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772896.000000 Penalty: 98713.132812
Iteration 129Q: 47 clusters Score -4.97729e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 40652 members 
Mstep: Class 4 contains 42317 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 44251 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37196 members 
Mstep: Class 11 contains 21315 members 
Mstep: Class 12 contains 7725 members 
Mstep: Class 13 contains 22014 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13343 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36530 members 
Mstep: Class 21 contains 23991 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 2286 members 
Mstep: Class 25 contains 4981 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4775 members 
Mstep: Class 29 contains 32392 members 
Mstep: Class 30 contains 29661 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 1488 members 
Mstep: Class 34 contains 2476 members 
Mstep: Class 35 contains 705 members 
Mstep: Class 36 contains 2862 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 1531 members 
Mstep: Class 39 contains 898 members 
Mstep: Class 40 contains 4586 members 
Mstep: Class 41 contains 15213 members 
Mstep: Class 42 contains 9234 members 
Mstep: Class 43 contains 34614 members 
Mstep: Class 44 contains 13106 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772848.000000 Penalty: 98713.132812
Iteration 130Q: 47 clusters Score -4.977285e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 40530 members 
Mstep: Class 4 contains 42335 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 44273 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37208 members 
Mstep: Class 11 contains 21298 members 
Mstep: Class 12 contains 7746 members 
Mstep: Class 13 contains 22003 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13302 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36536 members 
Mstep: Class 21 contains 24566 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 2287 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 32304 members 
Mstep: Class 30 contains 29359 members 
Mstep: Class 31 contains 4772 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 1488 members 
Mstep: Class 34 contains 2471 members 
Mstep: Class 35 contains 714 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 1531 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 4588 members 
Mstep: Class 41 contains 15314 members 
Mstep: Class 42 contains 9237 members 
Mstep: Class 43 contains 34360 members 
Mstep: Class 44 contains 13173 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772676.000000 Penalty: 98713.132812
Iteration 131Q: 47 clusters Score -4.977268e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 42343 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 44296 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37221 members 
Mstep: Class 11 contains 21288 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 21991 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 10465 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 36534 members 
Mstep: Class 21 contains 25177 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 32222 members 
Mstep: Class 30 contains 29059 members 
Mstep: Class 31 contains 4754 members 
Mstep: Class 32 contains 1586 members 
Mstep: Class 33 contains 1488 members 
Mstep: Class 34 contains 2464 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 1531 members 
Mstep: Class 39 contains 918 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 15411 members 
Mstep: Class 42 contains 9242 members 
Mstep: Class 43 contains 34080 members 
Mstep: Class 44 contains 13227 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772576.000000 Penalty: 98713.132812
Iteration 132Q: 47 clusters Score -4.977258e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 40301 members 
Mstep: Class 4 contains 42349 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 44308 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37224 members 
Mstep: Class 11 contains 21282 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 21976 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 13250 members 
Mstep: Class 16 contains 10427 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 36543 members 
Mstep: Class 21 contains 25731 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 2292 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4786 members 
Mstep: Class 29 contains 32132 members 
Mstep: Class 30 contains 28736 members 
Mstep: Class 31 contains 4741 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2459 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 2917 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 928 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 15500 members 
Mstep: Class 42 contains 9242 members 
Mstep: Class 43 contains 33883 members 
Mstep: Class 44 contains 13290 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772604.000000 Penalty: 98713.132812
Iteration 133Q: 47 clusters Score -4.97726e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 40182 members 
Mstep: Class 4 contains 42370 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 44345 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 37230 members 
Mstep: Class 11 contains 21275 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 21971 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 10386 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 36540 members 
Mstep: Class 21 contains 26278 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 5022 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4789 members 
Mstep: Class 29 contains 32040 members 
Mstep: Class 30 contains 28435 members 
Mstep: Class 31 contains 4729 members 
Mstep: Class 32 contains 1591 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2457 members 
Mstep: Class 35 contains 733 members 
Mstep: Class 36 contains 2932 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1534 members 
Mstep: Class 39 contains 934 members 
Mstep: Class 40 contains 4590 members 
Mstep: Class 41 contains 15579 members 
Mstep: Class 42 contains 9250 members 
Mstep: Class 43 contains 33663 members 
Mstep: Class 44 contains 13341 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772464.000000 Penalty: 98713.132812
Iteration 134Q: 47 clusters Score -4.977246e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 40070 members 
Mstep: Class 4 contains 42394 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 44357 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37235 members 
Mstep: Class 11 contains 21264 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 21958 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 10340 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36538 members 
Mstep: Class 21 contains 26799 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 5749 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 5035 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4787 members 
Mstep: Class 29 contains 31967 members 
Mstep: Class 30 contains 28168 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 1591 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2449 members 
Mstep: Class 35 contains 741 members 
Mstep: Class 36 contains 2953 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 1534 members 
Mstep: Class 39 contains 940 members 
Mstep: Class 40 contains 4593 members 
Mstep: Class 41 contains 15671 members 
Mstep: Class 42 contains 9243 members 
Mstep: Class 43 contains 33429 members 
Mstep: Class 44 contains 13400 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772228.000000 Penalty: 98713.132812
Iteration 135Q: 47 clusters Score -4.977223e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 39960 members 
Mstep: Class 4 contains 42428 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37240 members 
Mstep: Class 11 contains 21243 members 
Mstep: Class 12 contains 7818 members 
Mstep: Class 13 contains 21949 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36529 members 
Mstep: Class 21 contains 27299 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 5749 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 5044 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 31897 members 
Mstep: Class 30 contains 27925 members 
Mstep: Class 31 contains 4722 members 
Mstep: Class 32 contains 1588 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 750 members 
Mstep: Class 36 contains 2978 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 1535 members 
Mstep: Class 39 contains 945 members 
Mstep: Class 40 contains 4593 members 
Mstep: Class 41 contains 15763 members 
Mstep: Class 42 contains 9244 members 
Mstep: Class 43 contains 33164 members 
Mstep: Class 44 contains 13457 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771868.000000 Penalty: 98713.132812
Iteration 136Q: 47 clusters Score -4.977187e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 39884 members 
Mstep: Class 4 contains 42456 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37249 members 
Mstep: Class 11 contains 21227 members 
Mstep: Class 12 contains 7823 members 
Mstep: Class 13 contains 21950 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13155 members 
Mstep: Class 16 contains 10261 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36524 members 
Mstep: Class 21 contains 27747 members 
Mstep: Class 22 contains 1278 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 5065 members 
Mstep: Class 26 contains 2874 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 31829 members 
Mstep: Class 30 contains 27734 members 
Mstep: Class 31 contains 4723 members 
Mstep: Class 32 contains 1586 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 767 members 
Mstep: Class 36 contains 2998 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 945 members 
Mstep: Class 40 contains 4591 members 
Mstep: Class 41 contains 15845 members 
Mstep: Class 42 contains 9251 members 
Mstep: Class 43 contains 32893 members 
Mstep: Class 44 contains 13484 members 
Mstep: Class 45 contains 785 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771820.000000 Penalty: 98713.132812
Iteration 137Q: 47 clusters Score -4.977182e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 39791 members 
Mstep: Class 4 contains 42479 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 44467 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37252 members 
Mstep: Class 11 contains 21217 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 21952 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13129 members 
Mstep: Class 16 contains 10228 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36518 members 
Mstep: Class 21 contains 28163 members 
Mstep: Class 22 contains 1278 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 5088 members 
Mstep: Class 26 contains 2874 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 31774 members 
Mstep: Class 30 contains 27548 members 
Mstep: Class 31 contains 4724 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 780 members 
Mstep: Class 36 contains 3014 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 1539 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 4592 members 
Mstep: Class 41 contains 15954 members 
Mstep: Class 42 contains 9267 members 
Mstep: Class 43 contains 32596 members 
Mstep: Class 44 contains 13513 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771584.000000 Penalty: 98713.132812
Iteration 138Q: 47 clusters Score -4.977158e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 39710 members 
Mstep: Class 4 contains 42521 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 44503 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 21211 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 21941 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13116 members 
Mstep: Class 16 contains 10200 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36502 members 
Mstep: Class 21 contains 28570 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 5102 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 31720 members 
Mstep: Class 30 contains 27391 members 
Mstep: Class 31 contains 4723 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2425 members 
Mstep: Class 35 contains 791 members 
Mstep: Class 36 contains 3028 members 
Mstep: Class 37 contains 3718 members 
Mstep: Class 38 contains 1539 members 
Mstep: Class 39 contains 952 members 
Mstep: Class 40 contains 4594 members 
Mstep: Class 41 contains 16042 members 
Mstep: Class 42 contains 9274 members 
Mstep: Class 43 contains 32303 members 
Mstep: Class 44 contains 13546 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771232.000000 Penalty: 98713.132812
Iteration 139Q: 47 clusters Score -4.977123e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 39651 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 44529 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37253 members 
Mstep: Class 11 contains 21203 members 
Mstep: Class 12 contains 7838 members 
Mstep: Class 13 contains 21935 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36488 members 
Mstep: Class 21 contains 29018 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 2302 members 
Mstep: Class 25 contains 5111 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 31665 members 
Mstep: Class 30 contains 27257 members 
Mstep: Class 31 contains 4725 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 802 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 3717 members 
Mstep: Class 38 contains 1538 members 
Mstep: Class 39 contains 952 members 
Mstep: Class 40 contains 4594 members 
Mstep: Class 41 contains 16143 members 
Mstep: Class 42 contains 9278 members 
Mstep: Class 43 contains 31914 members 
Mstep: Class 44 contains 13583 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771120.000000 Penalty: 98713.132812
Iteration 140F: 47 clusters Score -4.977112e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 2333 members 
Mstep: Class 3 contains 39576 members 
Mstep: Class 4 contains 42563 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 44563 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 21196 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 21934 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 13087 members 
Mstep: Class 16 contains 10172 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36480 members 
Mstep: Class 21 contains 29497 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 5113 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 31607 members 
Mstep: Class 30 contains 27109 members 
Mstep: Class 31 contains 4722 members 
Mstep: Class 32 contains 1584 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2415 members 
Mstep: Class 35 contains 816 members 
Mstep: Class 36 contains 3053 members 
Mstep: Class 37 contains 3715 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 955 members 
Mstep: Class 40 contains 4598 members 
Mstep: Class 41 contains 16243 members 
Mstep: Class 42 contains 9281 members 
Mstep: Class 43 contains 31513 members 
Mstep: Class 44 contains 13625 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771048.000000 Penalty: 98713.132812
Iteration 141Q: 47 clusters Score -4.977105e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 2333 members 
Mstep: Class 3 contains 39534 members 
Mstep: Class 4 contains 42581 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 44586 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 12 contains 7848 members 
Mstep: Class 13 contains 21930 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 13076 members 
Mstep: Class 16 contains 10160 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 36482 members 
Mstep: Class 21 contains 29977 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 5111 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 31555 members 
Mstep: Class 30 contains 26980 members 
Mstep: Class 31 contains 4714 members 
Mstep: Class 32 contains 1584 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 830 members 
Mstep: Class 36 contains 3061 members 
Mstep: Class 37 contains 3715 members 
Mstep: Class 38 contains 1536 members 
Mstep: Class 39 contains 967 members 
Mstep: Class 40 contains 4604 members 
Mstep: Class 41 contains 16335 members 
Mstep: Class 42 contains 9275 members 
Mstep: Class 43 contains 31074 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770760.000000 Penalty: 98713.132812
Iteration 142Q: 47 clusters Score -4.977076e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 39491 members 
Mstep: Class 4 contains 42613 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 44595 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 21166 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 21924 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 13065 members 
Mstep: Class 16 contains 10154 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 36472 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 2312 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 31500 members 
Mstep: Class 30 contains 26864 members 
Mstep: Class 31 contains 4694 members 
Mstep: Class 32 contains 1584 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 3071 members 
Mstep: Class 37 contains 3714 members 
Mstep: Class 38 contains 1536 members 
Mstep: Class 39 contains 977 members 
Mstep: Class 40 contains 4606 members 
Mstep: Class 41 contains 16386 members 
Mstep: Class 42 contains 9281 members 
Mstep: Class 43 contains 30653 members 
Mstep: Class 44 contains 13718 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770688.000000 Penalty: 98713.132812
Iteration 143Q: 47 clusters Score -4.977069e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 39440 members 
Mstep: Class 4 contains 42644 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 44591 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 21924 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 13058 members 
Mstep: Class 16 contains 10153 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 36468 members 
Mstep: Class 21 contains 30966 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 2313 members 
Mstep: Class 25 contains 5122 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 31428 members 
Mstep: Class 30 contains 26765 members 
Mstep: Class 31 contains 4673 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 857 members 
Mstep: Class 36 contains 3084 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1536 members 
Mstep: Class 39 contains 980 members 
Mstep: Class 40 contains 4607 members 
Mstep: Class 41 contains 16443 members 
Mstep: Class 42 contains 9280 members 
Mstep: Class 43 contains 30234 members 
Mstep: Class 44 contains 13760 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770796.000000 Penalty: 98713.132812
Iteration 144Q: 47 clusters Score -4.97708e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 39382 members 
Mstep: Class 4 contains 42670 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 44610 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37248 members 
Mstep: Class 11 contains 21136 members 
Mstep: Class 12 contains 7866 members 
Mstep: Class 13 contains 21920 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 10153 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 31486 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 2313 members 
Mstep: Class 25 contains 5129 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 31362 members 
Mstep: Class 30 contains 26670 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 866 members 
Mstep: Class 36 contains 3094 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 4607 members 
Mstep: Class 41 contains 16505 members 
Mstep: Class 42 contains 9279 members 
Mstep: Class 43 contains 29777 members 
Mstep: Class 44 contains 13818 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770684.000000 Penalty: 98713.132812
Iteration 145Q: 47 clusters Score -4.977068e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 39344 members 
Mstep: Class 4 contains 42688 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 44637 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 21121 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 21913 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 13033 members 
Mstep: Class 16 contains 10168 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 36442 members 
Mstep: Class 21 contains 32013 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 5129 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 31271 members 
Mstep: Class 30 contains 26575 members 
Mstep: Class 31 contains 4639 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2416 members 
Mstep: Class 35 contains 872 members 
Mstep: Class 36 contains 3104 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 1538 members 
Mstep: Class 39 contains 1004 members 
Mstep: Class 40 contains 4606 members 
Mstep: Class 41 contains 16558 members 
Mstep: Class 42 contains 9287 members 
Mstep: Class 43 contains 29287 members 
Mstep: Class 44 contains 13875 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770560.000000 Penalty: 98713.132812
Iteration 146Q: 47 clusters Score -4.977056e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 2355 members 
Mstep: Class 3 contains 39308 members 
Mstep: Class 4 contains 42709 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 44650 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 37263 members 
Mstep: Class 11 contains 21110 members 
Mstep: Class 12 contains 7875 members 
Mstep: Class 13 contains 21911 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 13029 members 
Mstep: Class 16 contains 10184 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 36446 members 
Mstep: Class 21 contains 32568 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 5133 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 31180 members 
Mstep: Class 30 contains 26462 members 
Mstep: Class 31 contains 4623 members 
Mstep: Class 32 contains 1584 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 877 members 
Mstep: Class 36 contains 3114 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 1541 members 
Mstep: Class 39 contains 1015 members 
Mstep: Class 40 contains 4607 members 
Mstep: Class 41 contains 16618 members 
Mstep: Class 42 contains 9297 members 
Mstep: Class 43 contains 28770 members 
Mstep: Class 44 contains 13920 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770592.000000 Penalty: 98713.132812
Iteration 147Q: 47 clusters Score -4.977059e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 3 contains 39255 members 
Mstep: Class 4 contains 42730 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37269 members 
Mstep: Class 11 contains 21092 members 
Mstep: Class 12 contains 7877 members 
Mstep: Class 13 contains 21907 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 36440 members 
Mstep: Class 21 contains 33148 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 31085 members 
Mstep: Class 30 contains 26380 members 
Mstep: Class 31 contains 4605 members 
Mstep: Class 32 contains 1584 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 3127 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 1541 members 
Mstep: Class 39 contains 1028 members 
Mstep: Class 40 contains 4608 members 
Mstep: Class 41 contains 16694 members 
Mstep: Class 42 contains 9307 members 
Mstep: Class 43 contains 28222 members 
Mstep: Class 44 contains 13992 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770688.000000 Penalty: 98713.132812
Iteration 148Q: 47 clusters Score -4.977069e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 39198 members 
Mstep: Class 4 contains 42740 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 44684 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37275 members 
Mstep: Class 11 contains 21074 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 21903 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13010 members 
Mstep: Class 16 contains 10179 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 4443 members 
Mstep: Class 20 contains 36433 members 
Mstep: Class 21 contains 33729 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 5133 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 30974 members 
Mstep: Class 30 contains 26286 members 
Mstep: Class 31 contains 4587 members 
Mstep: Class 32 contains 1586 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 894 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1046 members 
Mstep: Class 40 contains 4610 members 
Mstep: Class 41 contains 16756 members 
Mstep: Class 42 contains 9317 members 
Mstep: Class 43 contains 27694 members 
Mstep: Class 44 contains 14064 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770812.000000 Penalty: 98713.132812
Iteration 149Q: 47 clusters Score -4.977081e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 39153 members 
Mstep: Class 4 contains 42760 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 44698 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37282 members 
Mstep: Class 11 contains 21060 members 
Mstep: Class 12 contains 7884 members 
Mstep: Class 13 contains 21905 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 13000 members 
Mstep: Class 16 contains 10185 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 20 contains 36431 members 
Mstep: Class 21 contains 34347 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 2874 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 30848 members 
Mstep: Class 30 contains 26183 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 1589 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 903 members 
Mstep: Class 36 contains 3148 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 4611 members 
Mstep: Class 41 contains 16786 members 
Mstep: Class 42 contains 9330 members 
Mstep: Class 43 contains 27155 members 
Mstep: Class 44 contains 14149 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771176.000000 Penalty: 98713.132812
Iteration 150Q: 47 clusters Score -4.977118e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 39090 members 
Mstep: Class 4 contains 42791 members 
Mstep: Class 5 contains 1863 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 44712 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37291 members 
Mstep: Class 11 contains 21037 members 
Mstep: Class 12 contains 7884 members 
Mstep: Class 13 contains 21908 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 10195 members 
Mstep: Class 17 contains 1787 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 4440 members 
Mstep: Class 20 contains 36426 members 
Mstep: Class 21 contains 35203 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 5135 members 
Mstep: Class 26 contains 2873 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 30719 members 
Mstep: Class 30 contains 26051 members 
Mstep: Class 31 contains 4564 members 
Mstep: Class 32 contains 1588 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 907 members 
Mstep: Class 36 contains 3154 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 4613 members 
Mstep: Class 41 contains 16817 members 
Mstep: Class 42 contains 9345 members 
Mstep: Class 43 contains 26421 members 
Mstep: Class 44 contains 14239 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772564.000000 Penalty: 98713.132812
Iteration 151Q: 47 clusters Score -4.977256e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 38979 members 
Mstep: Class 4 contains 42815 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 44707 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37296 members 
Mstep: Class 11 contains 21019 members 
Mstep: Class 12 contains 7885 members 
Mstep: Class 13 contains 21914 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 10198 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 20 contains 36418 members 
Mstep: Class 21 contains 36804 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 2316 members 
Mstep: Class 25 contains 5135 members 
Mstep: Class 26 contains 2872 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 30589 members 
Mstep: Class 30 contains 25815 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 1591 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 914 members 
Mstep: Class 36 contains 3159 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1082 members 
Mstep: Class 40 contains 4618 members 
Mstep: Class 41 contains 16814 members 
Mstep: Class 42 contains 9372 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 14309 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774664.000000 Penalty: 98713.132812
Iteration 152Q: 47 clusters Score -4.977466e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 38834 members 
Mstep: Class 4 contains 42838 members 
Mstep: Class 5 contains 1864 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 44706 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37304 members 
Mstep: Class 11 contains 21012 members 
Mstep: Class 12 contains 7890 members 
Mstep: Class 13 contains 21919 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 10195 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 20 contains 36406 members 
Mstep: Class 21 contains 39536 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 2317 members 
Mstep: Class 25 contains 5139 members 
Mstep: Class 26 contains 2872 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 30492 members 
Mstep: Class 30 contains 25505 members 
Mstep: Class 31 contains 4561 members 
Mstep: Class 32 contains 1595 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 919 members 
Mstep: Class 36 contains 3167 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1087 members 
Mstep: Class 40 contains 4620 members 
Mstep: Class 41 contains 16825 members 
Mstep: Class 42 contains 9383 members 
Mstep: Class 43 contains 22843 members 
Mstep: Class 44 contains 14376 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775484.000000 Penalty: 98713.132812
Iteration 153Q: 47 clusters Score -4.977548e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 38839 members 
Mstep: Class 4 contains 42839 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 44819 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37311 members 
Mstep: Class 11 contains 21012 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 21919 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 10187 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36408 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 2318 members 
Mstep: Class 25 contains 5147 members 
Mstep: Class 26 contains 2871 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 30389 members 
Mstep: Class 30 contains 25322 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 1596 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2426 members 
Mstep: Class 35 contains 924 members 
Mstep: Class 36 contains 3178 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1085 members 
Mstep: Class 40 contains 4624 members 
Mstep: Class 41 contains 16840 members 
Mstep: Class 42 contains 9398 members 
Mstep: Class 43 contains 19258 members 
Mstep: Class 44 contains 14444 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770904.000000 Penalty: 98713.132812
Iteration 154Q: 47 clusters Score -4.97709e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 39178 members 
Mstep: Class 4 contains 42843 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 45150 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 21005 members 
Mstep: Class 12 contains 7895 members 
Mstep: Class 13 contains 21904 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 10163 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 36383 members 
Mstep: Class 21 contains 45563 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2318 members 
Mstep: Class 25 contains 5147 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 30299 members 
Mstep: Class 30 contains 25633 members 
Mstep: Class 31 contains 4554 members 
Mstep: Class 32 contains 1598 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 928 members 
Mstep: Class 36 contains 3185 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1083 members 
Mstep: Class 40 contains 4623 members 
Mstep: Class 41 contains 17020 members 
Mstep: Class 42 contains 9419 members 
Mstep: Class 43 contains 15754 members 
Mstep: Class 44 contains 14511 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765844.000000 Penalty: 98713.132812
Iteration 155Q: 47 clusters Score -4.976584e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 39789 members 
Mstep: Class 4 contains 42820 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 45543 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37325 members 
Mstep: Class 11 contains 21005 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 21900 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 10144 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36355 members 
Mstep: Class 21 contains 45210 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 2318 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 30191 members 
Mstep: Class 30 contains 26232 members 
Mstep: Class 31 contains 4551 members 
Mstep: Class 32 contains 1598 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 929 members 
Mstep: Class 36 contains 3193 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1081 members 
Mstep: Class 40 contains 4626 members 
Mstep: Class 41 contains 17267 members 
Mstep: Class 42 contains 9428 members 
Mstep: Class 43 contains 14311 members 
Mstep: Class 44 contains 14607 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765280.000000 Penalty: 98713.132812
Iteration 156Q: 47 clusters Score -4.976528e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 40108 members 
Mstep: Class 4 contains 42818 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 45745 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 20986 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 21892 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 10137 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36332 members 
Mstep: Class 21 contains 44726 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2318 members 
Mstep: Class 25 contains 5158 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 30090 members 
Mstep: Class 30 contains 26810 members 
Mstep: Class 31 contains 4552 members 
Mstep: Class 32 contains 1600 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 932 members 
Mstep: Class 36 contains 3203 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 4630 members 
Mstep: Class 41 contains 17515 members 
Mstep: Class 42 contains 9435 members 
Mstep: Class 43 contains 13471 members 
Mstep: Class 44 contains 14684 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765480.000000 Penalty: 98713.132812
Iteration 157Q: 47 clusters Score -4.976548e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 40295 members 
Mstep: Class 4 contains 42839 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 45793 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 20961 members 
Mstep: Class 12 contains 7911 members 
Mstep: Class 13 contains 21894 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 10136 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36310 members 
Mstep: Class 21 contains 44312 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2318 members 
Mstep: Class 25 contains 5162 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 29957 members 
Mstep: Class 30 contains 27343 members 
Mstep: Class 31 contains 4550 members 
Mstep: Class 32 contains 1602 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 940 members 
Mstep: Class 36 contains 3216 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1538 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 4630 members 
Mstep: Class 41 contains 17712 members 
Mstep: Class 42 contains 9445 members 
Mstep: Class 43 contains 12940 members 
Mstep: Class 44 contains 14758 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765680.000000 Penalty: 98713.132812
Iteration 158Q: 47 clusters Score -4.976568e+07 nChanged 2429
Entering ConstructFrom: 
Score: -49765680.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (37849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Entering Unmasked Estep 
Score: -3712168.250000 Penalty: 1712.970947
	Iteration 0F: 2 clusters Score -3712168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3689617.000000 Penalty: 3425.941895
	Iteration 0F: 3 clusters Score -3689617 nChanged 17603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3699683.750000 Penalty: 3425.941895
	Iteration 1F: 3 clusters Score -3699684 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3700173.750000 Penalty: 3425.941895
	Iteration 2Q: 3 clusters Score -3700174 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3700656.250000 Penalty: 3425.941895
	Iteration 3Q: 3 clusters Score -3700656 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3701114.250000 Penalty: 3425.941895
	Iteration 4Q: 3 clusters Score -3701114 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3701576.500000 Penalty: 3425.941895
	Iteration 5Q: 3 clusters Score -3701576 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3702072.750000 Penalty: 3425.941895
	Iteration 6Q: 3 clusters Score -3702073 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3702637.750000 Penalty: 3425.941895
	Iteration 7Q: 3 clusters Score -3702638 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3703259.250000 Penalty: 3425.941895
	Iteration 8Q: 3 clusters Score -3703259 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3703940.000000 Penalty: 3425.941895
	Iteration 9Q: 3 clusters Score -3703940 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3704644.750000 Penalty: 3425.941895
	Iteration 10Q: 3 clusters Score -3704645 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3705488.000000 Penalty: 3425.941895
	Iteration 11Q: 3 clusters Score -3705488 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3706458.000000 Penalty: 3425.941895
	Iteration 12Q: 3 clusters Score -3706458 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3707652.000000 Penalty: 3425.941895
	Iteration 13Q: 3 clusters Score -3707652 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3708912.000000 Penalty: 3425.941895
	Iteration 14Q: 3 clusters Score -3708912 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3710056.250000 Penalty: 3425.941895
	Iteration 15Q: 3 clusters Score -3710056 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3710734.500000 Penalty: 3425.941895
	Iteration 16Q: 3 clusters Score -3710734 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3711145.750000 Penalty: 3425.941895
	Iteration 17Q: 3 clusters Score -3711146 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3711384.250000 Penalty: 3425.941895
	Iteration 18Q: 3 clusters Score -3711384 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3711596.750000 Penalty: 3425.941895
	Iteration 19Q: 3 clusters Score -3711597 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -3711775.250000 Penalty: 3425.941895
	Iteration 20F: 3 clusters Score -3711775 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3711930.250000 Penalty: 3425.941895
	Iteration 21Q: 3 clusters Score -3711930 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -3712080.750000 Penalty: 3425.941895
	Iteration 22Q: 3 clusters Score -3712081 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -3712166.000000 Penalty: 3425.941895
	Iteration 23Q: 3 clusters Score -3712166 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3712251.500000 Penalty: 3425.941895
	Iteration 24Q: 3 clusters Score -3712252 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -3712248.250000 Penalty: 3425.941895
	Iteration 25Q: 3 clusters Score -3712248 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3712199.250000 Penalty: 3425.941895
	Iteration 26Q: 3 clusters Score -3712199 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -3712133.250000 Penalty: 3425.941895
	Iteration 27Q: 3 clusters Score -3712133 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -3712059.500000 Penalty: 3425.941895
	Iteration 28Q: 3 clusters Score -3712060 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -3712018.750000 Penalty: 3425.941895
	Iteration 29Q: 3 clusters Score -3712019 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3711969.500000 Penalty: 3425.941895
	Iteration 30Q: 3 clusters Score -3711970 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -3711887.750000 Penalty: 3425.941895
	Iteration 31Q: 3 clusters Score -3711888 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -3711832.750000 Penalty: 3425.941895
	Iteration 32Q: 3 clusters Score -3711833 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -3711801.000000 Penalty: 3425.941895
	Iteration 33Q: 3 clusters Score -3711801 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3711757.250000 Penalty: 3425.941895
	Iteration 34Q: 3 clusters Score -3711757 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -3711733.500000 Penalty: 3425.941895
	Iteration 35Q: 3 clusters Score -3711734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -3711693.250000 Penalty: 3425.941895
	Iteration 36Q: 3 clusters Score -3711693 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -3711670.250000 Penalty: 3425.941895
	Iteration 37Q: 3 clusters Score -3711670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -3711654.250000 Penalty: 3425.941895
	Iteration 38Q: 3 clusters Score -3711654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -3711629.250000 Penalty: 3425.941895
	Iteration 39Q: 3 clusters Score -3711629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -3711623.000000 Penalty: 3425.941895
	Iteration 40F: 3 clusters Score -3711623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -3711598.000000 Penalty: 3425.941895
	Iteration 41Q: 3 clusters Score -3711598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -3711582.250000 Penalty: 3425.941895
	Iteration 42Q: 3 clusters Score -3711582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -3711569.500000 Penalty: 3425.941895
	Iteration 43Q: 3 clusters Score -3711570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3711551.000000 Penalty: 3425.941895
	Iteration 44Q: 3 clusters Score -3711551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -3711529.500000 Penalty: 3425.941895
	Iteration 45Q: 3 clusters Score -3711530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -3711520.000000 Penalty: 3425.941895
	Iteration 46Q: 3 clusters Score -3711520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -3711517.500000 Penalty: 3425.941895
	Iteration 47Q: 3 clusters Score -3711518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -3711501.250000 Penalty: 3425.941895
	Iteration 48Q: 3 clusters Score -3711501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -3711497.000000 Penalty: 3425.941895
	Iteration 49Q: 3 clusters Score -3711497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -3711495.250000 Penalty: 3425.941895
	Iteration 50Q: 3 clusters Score -3711495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -3711482.500000 Penalty: 3425.941895
	Iteration 51Q: 3 clusters Score -3711482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -3711468.750000 Penalty: 3425.941895
	Iteration 52Q: 3 clusters Score -3711469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -3711454.750000 Penalty: 3425.941895
	Iteration 53Q: 3 clusters Score -3711455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -3711455.500000 Penalty: 3425.941895
	Iteration 54Q: 3 clusters Score -3711456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -3711454.000000 Penalty: 3425.941895
	Iteration 55Q: 3 clusters Score -3711454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -3711452.000000 Penalty: 3425.941895
	Iteration 56Q: 3 clusters Score -3711452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -3711443.000000 Penalty: 3425.941895
	Iteration 57Q: 3 clusters Score -3711443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -3711436.500000 Penalty: 3425.941895
	Iteration 58Q: 3 clusters Score -3711436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -3711433.250000 Penalty: 3425.941895
	Iteration 59Q: 3 clusters Score -3711433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -3711422.250000 Penalty: 3425.941895
	Iteration 60F: 3 clusters Score -3711422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -3711412.250000 Penalty: 3425.941895
	Iteration 61Q: 3 clusters Score -3711412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -3711402.000000 Penalty: 3425.941895
	Iteration 62Q: 3 clusters Score -3711402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -3711389.000000 Penalty: 3425.941895
	Iteration 63Q: 3 clusters Score -3711389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3711389.000000 Penalty: 3425.941895
	Iteration 64Q: 3 clusters Score -3711389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3711386.750000 Penalty: 3425.941895
	Iteration 65Q: 3 clusters Score -3711387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3711384.250000 Penalty: 3425.941895
	Iteration 66Q: 3 clusters Score -3711384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -3711381.000000 Penalty: 3425.941895
	Iteration 67Q: 3 clusters Score -3711381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -3711377.250000 Penalty: 3425.941895
	Iteration 68Q: 3 clusters Score -3711377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -3711362.500000 Penalty: 3425.941895
	Iteration 69Q: 3 clusters Score -3711362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -3711368.000000 Penalty: 3425.941895
	Iteration 70Q: 3 clusters Score -3711368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -3711364.500000 Penalty: 3425.941895
	Iteration 71Q: 3 clusters Score -3711364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -3711358.500000 Penalty: 3425.941895
	Iteration 72Q: 3 clusters Score -3711358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -3711363.750000 Penalty: 3425.941895
	Iteration 73Q: 3 clusters Score -3711364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -3711359.250000 Penalty: 3425.941895
	Iteration 74Q: 3 clusters Score -3711359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -3711349.750000 Penalty: 3425.941895
	Iteration 75Q: 3 clusters Score -3711350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -3711344.500000 Penalty: 3425.941895
	Iteration 76Q: 3 clusters Score -3711344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -3711335.750000 Penalty: 3425.941895
	Iteration 77Q: 3 clusters Score -3711336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -3711326.750000 Penalty: 3425.941895
	Iteration 78Q: 3 clusters Score -3711327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -3711329.000000 Penalty: 3425.941895
	Iteration 79Q: 3 clusters Score -3711329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -3711330.500000 Penalty: 3425.941895
	Iteration 80F: 3 clusters Score -3711330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -3711332.750000 Penalty: 3425.941895
	Iteration 81Q: 3 clusters Score -3711333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -3711326.500000 Penalty: 3425.941895
	Iteration 82Q: 3 clusters Score -3711326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3711325.500000 Penalty: 3425.941895
	Iteration 83Q: 3 clusters Score -3711326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3711325.500000 Penalty: 3425.941895
	Iteration 84F: 3 clusters Score -3711326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -231529.609375 Penalty: 1269.314087
	Iteration 0F: 2 clusters Score -231529.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -229112.093750 Penalty: 2538.628174
	Iteration 0F: 3 clusters Score -229112.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -229629.718750 Penalty: 2538.628174
	Iteration 1F: 3 clusters Score -229629.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -229740.109375 Penalty: 2538.628174
	Iteration 2F: 3 clusters Score -229740.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -229802.796875 Penalty: 2538.628174
	Iteration 3Q: 3 clusters Score -229802.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -229836.296875 Penalty: 2538.628174
	Iteration 4Q: 3 clusters Score -229836.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -229860.640625 Penalty: 2538.628174
	Iteration 5Q: 3 clusters Score -229860.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -229884.343750 Penalty: 2538.628174
	Iteration 6Q: 3 clusters Score -229884.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -229902.312500 Penalty: 2538.628174
	Iteration 7Q: 3 clusters Score -229902.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -229923.359375 Penalty: 2538.628174
	Iteration 8Q: 3 clusters Score -229923.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -229940.671875 Penalty: 2538.628174
	Iteration 9Q: 3 clusters Score -229940.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -229957.171875 Penalty: 2538.628174
	Iteration 10Q: 3 clusters Score -229957.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -229973.843750 Penalty: 2538.628174
	Iteration 11Q: 3 clusters Score -229973.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -229987.046875 Penalty: 2538.628174
	Iteration 12Q: 3 clusters Score -229987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -229994.000000 Penalty: 2538.628174
	Iteration 13Q: 3 clusters Score -229994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -229999.593750 Penalty: 2538.628174
	Iteration 14Q: 3 clusters Score -229999.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -230009.843750 Penalty: 2538.628174
	Iteration 15Q: 3 clusters Score -230009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -230020.203125 Penalty: 2538.628174
	Iteration 16Q: 3 clusters Score -230020.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -230030.375000 Penalty: 2538.628174
	Iteration 17Q: 3 clusters Score -230030.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -230037.171875 Penalty: 2538.628174
	Iteration 18Q: 3 clusters Score -230037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -230043.625000 Penalty: 2538.628174
	Iteration 19Q: 3 clusters Score -230043.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -230051.031250 Penalty: 2538.628174
	Iteration 20F: 3 clusters Score -230051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -230056.015625 Penalty: 2538.628174
	Iteration 21Q: 3 clusters Score -230056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -230058.375000 Penalty: 2538.628174
	Iteration 22Q: 3 clusters Score -230058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -230060.609375 Penalty: 2538.628174
	Iteration 23Q: 3 clusters Score -230060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -230061.750000 Penalty: 2538.628174
	Iteration 24Q: 3 clusters Score -230061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -230062.281250 Penalty: 2538.628174
	Iteration 25Q: 3 clusters Score -230062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -230062.078125 Penalty: 2538.628174
	Iteration 26Q: 3 clusters Score -230062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -230062.078125 Penalty: 2538.628174
	Iteration 27F: 3 clusters Score -230062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Entering Unmasked Estep 
Score: -3783456.000000 Penalty: 1723.610229
	Iteration 0F: 2 clusters Score -3783456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3758353.250000 Penalty: 3447.220459
	Iteration 0F: 3 clusters Score -3758353 nChanged 18780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3769026.500000 Penalty: 3447.220459
	Iteration 1F: 3 clusters Score -3769026 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3769632.750000 Penalty: 3447.220459
	Iteration 2Q: 3 clusters Score -3769633 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3770495.750000 Penalty: 3447.220459
	Iteration 3Q: 3 clusters Score -3770496 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3771789.750000 Penalty: 3447.220459
	Iteration 4F: 3 clusters Score -3771790 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3773861.750000 Penalty: 3447.220459
	Iteration 5F: 3 clusters Score -3773862 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3776458.500000 Penalty: 3447.220459
	Iteration 6F: 3 clusters Score -3776458 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3779014.750000 Penalty: 3447.220459
	Iteration 7F: 3 clusters Score -3779015 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3780385.500000 Penalty: 3447.220459
	Iteration 8F: 3 clusters Score -3780386 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3781039.250000 Penalty: 3447.220459
	Iteration 9Q: 3 clusters Score -3781039 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3781365.750000 Penalty: 3447.220459
	Iteration 10Q: 3 clusters Score -3781366 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3781564.500000 Penalty: 3447.220459
	Iteration 11Q: 3 clusters Score -3781564 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3781696.000000 Penalty: 3447.220459
	Iteration 12Q: 3 clusters Score -3781696 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3781758.750000 Penalty: 3447.220459
	Iteration 13Q: 3 clusters Score -3781759 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3781788.000000 Penalty: 3447.220459
	Iteration 14Q: 3 clusters Score -3781788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3781848.750000 Penalty: 3447.220459
	Iteration 15Q: 3 clusters Score -3781849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3781882.750000 Penalty: 3447.220459
	Iteration 16Q: 3 clusters Score -3781883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3781878.000000 Penalty: 3447.220459
	Iteration 17Q: 3 clusters Score -3781878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3781897.500000 Penalty: 3447.220459
	Iteration 18Q: 3 clusters Score -3781898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3781914.000000 Penalty: 3447.220459
	Iteration 19Q: 3 clusters Score -3781914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3781904.000000 Penalty: 3447.220459
	Iteration 20F: 3 clusters Score -3781904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3781907.750000 Penalty: 3447.220459
	Iteration 21Q: 3 clusters Score -3781908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3781909.500000 Penalty: 3447.220459
	Iteration 22Q: 3 clusters Score -3781910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3781914.750000 Penalty: 3447.220459
	Iteration 23Q: 3 clusters Score -3781915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3781930.250000 Penalty: 3447.220459
	Iteration 24Q: 3 clusters Score -3781930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3781944.500000 Penalty: 3447.220459
	Iteration 25Q: 3 clusters Score -3781944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3781957.250000 Penalty: 3447.220459
	Iteration 26Q: 3 clusters Score -3781957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3781958.000000 Penalty: 3447.220459
	Iteration 27Q: 3 clusters Score -3781958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3781956.500000 Penalty: 3447.220459
	Iteration 28Q: 3 clusters Score -3781956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3781959.500000 Penalty: 3447.220459
	Iteration 29Q: 3 clusters Score -3781960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3781961.500000 Penalty: 3447.220459
	Iteration 30Q: 3 clusters Score -3781962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3781958.750000 Penalty: 3447.220459
	Iteration 31Q: 3 clusters Score -3781959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3781962.250000 Penalty: 3447.220459
	Iteration 32Q: 3 clusters Score -3781962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3781962.250000 Penalty: 3447.220459
	Iteration 33F: 3 clusters Score -3781962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Entering Unmasked Estep 
Score: -4052165.000000 Penalty: 1733.061523
	Iteration 0F: 2 clusters Score -4052165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4027455.500000 Penalty: 3466.123047
	Iteration 0F: 3 clusters Score -4027456 nChanged 19893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4038546.000000 Penalty: 3466.123047
	Iteration 1F: 3 clusters Score -4038546 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4038866.500000 Penalty: 3466.123047
	Iteration 2Q: 3 clusters Score -4038866 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4039205.250000 Penalty: 3466.123047
	Iteration 3Q: 3 clusters Score -4039205 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4039540.000000 Penalty: 3466.123047
	Iteration 4Q: 3 clusters Score -4039540 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4039920.000000 Penalty: 3466.123047
	Iteration 5Q: 3 clusters Score -4039920 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -4040301.250000 Penalty: 3466.123047
	Iteration 6Q: 3 clusters Score -4040301 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4040793.750000 Penalty: 3466.123047
	Iteration 7Q: 3 clusters Score -4040794 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4041519.500000 Penalty: 3466.123047
	Iteration 8Q: 3 clusters Score -4041520 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -4042648.250000 Penalty: 3466.123047
	Iteration 9Q: 3 clusters Score -4042648 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4044118.000000 Penalty: 3466.123047
	Iteration 10F: 3 clusters Score -4044118 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4045869.000000 Penalty: 3466.123047
	Iteration 11F: 3 clusters Score -4045869 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4047791.250000 Penalty: 3466.123047
	Iteration 12F: 3 clusters Score -4047791 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4049546.500000 Penalty: 3466.123047
	Iteration 13F: 3 clusters Score -4049546 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4050848.750000 Penalty: 3466.123047
	Iteration 14Q: 3 clusters Score -4050849 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4051463.500000 Penalty: 3466.123047
	Iteration 15Q: 3 clusters Score -4051464 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -4051803.750000 Penalty: 3466.123047
	Iteration 16Q: 3 clusters Score -4051804 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4052011.000000 Penalty: 3466.123047
	Iteration 17Q: 3 clusters Score -4052011 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4052201.000000 Penalty: 3466.123047
	Iteration 18Q: 3 clusters Score -4052201 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4052353.750000 Penalty: 3466.123047
	Iteration 19Q: 3 clusters Score -4052354 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4052475.000000 Penalty: 3466.123047
	Iteration 20F: 3 clusters Score -4052475 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4052593.250000 Penalty: 3466.123047
	Iteration 21Q: 3 clusters Score -4052593 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4052701.000000 Penalty: 3466.123047
	Iteration 22Q: 3 clusters Score -4052701 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4052773.000000 Penalty: 3466.123047
	Iteration 23Q: 3 clusters Score -4052773 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4052820.500000 Penalty: 3466.123047
	Iteration 24Q: 3 clusters Score -4052820 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4052836.250000 Penalty: 3466.123047
	Iteration 25Q: 3 clusters Score -4052836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4052849.000000 Penalty: 3466.123047
	Iteration 26Q: 3 clusters Score -4052849 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4052857.750000 Penalty: 3466.123047
	Iteration 27Q: 3 clusters Score -4052858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4052836.250000 Penalty: 3466.123047
	Iteration 28Q: 3 clusters Score -4052836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4052833.250000 Penalty: 3466.123047
	Iteration 29Q: 3 clusters Score -4052833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4052819.750000 Penalty: 3466.123047
	Iteration 30Q: 3 clusters Score -4052820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4052812.500000 Penalty: 3466.123047
	Iteration 31Q: 3 clusters Score -4052812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4052805.000000 Penalty: 3466.123047
	Iteration 32Q: 3 clusters Score -4052805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4052798.500000 Penalty: 3466.123047
	Iteration 33Q: 3 clusters Score -4052798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4052799.000000 Penalty: 3466.123047
	Iteration 34Q: 3 clusters Score -4052799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4052793.000000 Penalty: 3466.123047
	Iteration 35Q: 3 clusters Score -4052793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4052797.500000 Penalty: 3466.123047
	Iteration 36Q: 3 clusters Score -4052798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4052798.500000 Penalty: 3466.123047
	Iteration 37Q: 3 clusters Score -4052798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4052794.500000 Penalty: 3466.123047
	Iteration 38Q: 3 clusters Score -4052794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4052794.500000 Penalty: 3466.123047
	Iteration 39Q: 3 clusters Score -4052794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4052797.250000 Penalty: 3466.123047
	Iteration 40F: 3 clusters Score -4052797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4052799.250000 Penalty: 3466.123047
	Iteration 41Q: 3 clusters Score -4052799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4052799.500000 Penalty: 3466.123047
	Iteration 42Q: 3 clusters Score -4052800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4052801.500000 Penalty: 3466.123047
	Iteration 43Q: 3 clusters Score -4052802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4052796.750000 Penalty: 3466.123047
	Iteration 44Q: 3 clusters Score -4052797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4052797.500000 Penalty: 3466.123047
	Iteration 45Q: 3 clusters Score -4052798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4052799.250000 Penalty: 3466.123047
	Iteration 46Q: 3 clusters Score -4052799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4052795.000000 Penalty: 3466.123047
	Iteration 47Q: 3 clusters Score -4052795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4052801.000000 Penalty: 3466.123047
	Iteration 48Q: 3 clusters Score -4052801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4052796.250000 Penalty: 3466.123047
	Iteration 49Q: 3 clusters Score -4052796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4052798.250000 Penalty: 3466.123047
	Iteration 50Q: 3 clusters Score -4052798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4052793.500000 Penalty: 3466.123047
	Iteration 51Q: 3 clusters Score -4052794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4052791.500000 Penalty: 3466.123047
	Iteration 52Q: 3 clusters Score -4052792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4052790.750000 Penalty: 3466.123047
	Iteration 53Q: 3 clusters Score -4052791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4052787.000000 Penalty: 3466.123047
	Iteration 54Q: 3 clusters Score -4052787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4052785.750000 Penalty: 3466.123047
	Iteration 55Q: 3 clusters Score -4052786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4052784.750000 Penalty: 3466.123047
	Iteration 56Q: 3 clusters Score -4052785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4052784.500000 Penalty: 3466.123047
	Iteration 57Q: 3 clusters Score -4052784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4052787.250000 Penalty: 3466.123047
	Iteration 58Q: 3 clusters Score -4052787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4052781.000000 Penalty: 3466.123047
	Iteration 59Q: 3 clusters Score -4052781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4052779.250000 Penalty: 3466.123047
	Iteration 60F: 3 clusters Score -4052779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4052779.250000 Penalty: 3466.123047
	Iteration 61Q: 3 clusters Score -4052779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4052781.250000 Penalty: 3466.123047
	Iteration 62Q: 3 clusters Score -4052781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4052778.750000 Penalty: 3466.123047
	Iteration 63Q: 3 clusters Score -4052779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4052778.750000 Penalty: 3466.123047
	Iteration 64Q: 3 clusters Score -4052779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4052778.000000 Penalty: 3466.123047
	Iteration 65Q: 3 clusters Score -4052778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4052783.000000 Penalty: 3466.123047
	Iteration 66Q: 3 clusters Score -4052783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4052781.750000 Penalty: 3466.123047
	Iteration 67Q: 3 clusters Score -4052782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4052790.000000 Penalty: 3466.123047
	Iteration 68Q: 3 clusters Score -4052790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4052774.500000 Penalty: 3466.123047
	Iteration 69Q: 3 clusters Score -4052774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4052775.000000 Penalty: 3466.123047
	Iteration 70Q: 3 clusters Score -4052775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4052777.500000 Penalty: 3466.123047
	Iteration 71Q: 3 clusters Score -4052778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4052777.500000 Penalty: 3466.123047
	Iteration 72Q: 3 clusters Score -4052778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4052771.500000 Penalty: 3466.123047
	Iteration 73Q: 3 clusters Score -4052772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4052771.500000 Penalty: 3466.123047
	Iteration 74F: 3 clusters Score -4052772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 40410 members 
Mstep: Class 4 contains 40542 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 45755 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37330 members 
Mstep: Class 11 contains 20937 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 21896 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 10134 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36285 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 29835 members 
Mstep: Class 30 contains 27784 members 
Mstep: Class 31 contains 4549 members 
Mstep: Class 32 contains 1606 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 939 members 
Mstep: Class 36 contains 3232 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 4628 members 
Mstep: Class 41 contains 17905 members 
Mstep: Class 42 contains 9449 members 
Mstep: Class 43 contains 12602 members 
Mstep: Class 44 contains 14855 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Mstep: Class 47 contains 2288 members 
Entering Unmasked Estep 
Score: -49765628.000000 Penalty: 100859.070312
Splitting cluster 4 changes total score from -49765680.000000 to -49765628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -168023.312500 Penalty: 1224.312134
	Iteration 0F: 2 clusters Score -168023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -166046.312500 Penalty: 2448.624268
	Iteration 0F: 3 clusters Score -166046.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166602.031250 Penalty: 2448.624268
	Iteration 1F: 3 clusters Score -166602 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -166904.296875 Penalty: 2448.624268
	Iteration 2F: 3 clusters Score -166904.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -167114.578125 Penalty: 2448.624268
	Iteration 3F: 3 clusters Score -167114.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -167303.984375 Penalty: 2448.624268
	Iteration 4F: 3 clusters Score -167304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -167493.781250 Penalty: 2448.624268
	Iteration 5F: 3 clusters Score -167493.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -167708.437500 Penalty: 2448.624268
	Iteration 6F: 3 clusters Score -167708.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167821.640625 Penalty: 2448.624268
	Iteration 7Q: 3 clusters Score -167821.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -167879.015625 Penalty: 2448.624268
	Iteration 8Q: 3 clusters Score -167879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -167924.265625 Penalty: 2448.624268
	Iteration 9Q: 3 clusters Score -167924.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -167955.265625 Penalty: 2448.624268
	Iteration 10Q: 3 clusters Score -167955.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -167972.781250 Penalty: 2448.624268
	Iteration 11Q: 3 clusters Score -167972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -167979.812500 Penalty: 2448.624268
	Iteration 12Q: 3 clusters Score -167979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -167984.031250 Penalty: 2448.624268
	Iteration 13Q: 3 clusters Score -167984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -167989.171875 Penalty: 2448.624268
	Iteration 14Q: 3 clusters Score -167989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -167989.812500 Penalty: 2448.624268
	Iteration 15Q: 3 clusters Score -167989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -167989.812500 Penalty: 2448.624268
	Iteration 16F: 3 clusters Score -167989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -202264.250000 Penalty: 1268.720337
	Iteration 0F: 2 clusters Score -202264.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -199875.062500 Penalty: 2537.440674
	Iteration 0F: 3 clusters Score -199875.1 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -200495.000000 Penalty: 2537.440674
	Iteration 1F: 3 clusters Score -200495 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -200650.015625 Penalty: 2537.440674
	Iteration 2F: 3 clusters Score -200650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -200758.031250 Penalty: 2537.440674
	Iteration 3F: 3 clusters Score -200758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -200849.484375 Penalty: 2537.440674
	Iteration 4Q: 3 clusters Score -200849.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -200911.750000 Penalty: 2537.440674
	Iteration 5Q: 3 clusters Score -200911.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -200966.296875 Penalty: 2537.440674
	Iteration 6Q: 3 clusters Score -200966.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -201027.531250 Penalty: 2537.440674
	Iteration 7Q: 3 clusters Score -201027.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -201082.296875 Penalty: 2537.440674
	Iteration 8Q: 3 clusters Score -201082.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -201133.953125 Penalty: 2537.440674
	Iteration 9Q: 3 clusters Score -201134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -201183.296875 Penalty: 2537.440674
	Iteration 10Q: 3 clusters Score -201183.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -201231.531250 Penalty: 2537.440674
	Iteration 11Q: 3 clusters Score -201231.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -201277.921875 Penalty: 2537.440674
	Iteration 12Q: 3 clusters Score -201277.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -201323.890625 Penalty: 2537.440674
	Iteration 13Q: 3 clusters Score -201323.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -201361.718750 Penalty: 2537.440674
	Iteration 14Q: 3 clusters Score -201361.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -201409.453125 Penalty: 2537.440674
	Iteration 15Q: 3 clusters Score -201409.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -201452.796875 Penalty: 2537.440674
	Iteration 16Q: 3 clusters Score -201452.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -201519.984375 Penalty: 2537.440674
	Iteration 17Q: 3 clusters Score -201520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -201604.578125 Penalty: 2537.440674
	Iteration 18Q: 3 clusters Score -201604.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -201672.656250 Penalty: 2537.440674
	Iteration 19Q: 3 clusters Score -201672.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -201729.078125 Penalty: 2537.440674
	Iteration 20F: 3 clusters Score -201729.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -201762.546875 Penalty: 2537.440674
	Iteration 21Q: 3 clusters Score -201762.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -201781.281250 Penalty: 2537.440674
	Iteration 22Q: 3 clusters Score -201781.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -201792.468750 Penalty: 2537.440674
	Iteration 23Q: 3 clusters Score -201792.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -201799.171875 Penalty: 2537.440674
	Iteration 24Q: 3 clusters Score -201799.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -201807.187500 Penalty: 2537.440674
	Iteration 25Q: 3 clusters Score -201807.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -201818.500000 Penalty: 2537.440674
	Iteration 26Q: 3 clusters Score -201818.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -201826.781250 Penalty: 2537.440674
	Iteration 27Q: 3 clusters Score -201826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -201831.375000 Penalty: 2537.440674
	Iteration 28Q: 3 clusters Score -201831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -201834.140625 Penalty: 2537.440674
	Iteration 29Q: 3 clusters Score -201834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -201834.140625 Penalty: 2537.440674
	Iteration 30F: 3 clusters Score -201834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Entering Unmasked Estep 
Score: -4498214.000000 Penalty: 1743.796631
	Iteration 0F: 2 clusters Score -4498214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4478685.000000 Penalty: 3487.593262
	Iteration 0F: 3 clusters Score -4478685 nChanged 21433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4490759.000000 Penalty: 3487.593262
	Iteration 1F: 3 clusters Score -4490759 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4491179.500000 Penalty: 3487.593262
	Iteration 2Q: 3 clusters Score -4491180 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -4491694.000000 Penalty: 3487.593262
	Iteration 3Q: 3 clusters Score -4491694 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -4492449.500000 Penalty: 3487.593262
	Iteration 4Q: 3 clusters Score -4492450 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4493644.500000 Penalty: 3487.593262
	Iteration 5F: 3 clusters Score -4493644 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4495465.000000 Penalty: 3487.593262
	Iteration 6F: 3 clusters Score -4495465 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4497212.000000 Penalty: 3487.593262
	Iteration 7F: 3 clusters Score -4497212 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -4496782.000000 Penalty: 3487.593262
	Iteration 8F: 3 clusters Score -4496782 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -4496187.500000 Penalty: 3487.593262
	Iteration 9F: 3 clusters Score -4496188 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -4496204.000000 Penalty: 3487.593262
	Iteration 10Q: 3 clusters Score -4496204 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -4496330.000000 Penalty: 3487.593262
	Iteration 11Q: 3 clusters Score -4496330 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -4496451.000000 Penalty: 3487.593262
	Iteration 12Q: 3 clusters Score -4496451 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -4496522.000000 Penalty: 3487.593262
	Iteration 13Q: 3 clusters Score -4496522 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -4496585.500000 Penalty: 3487.593262
	Iteration 14Q: 3 clusters Score -4496586 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -4496659.000000 Penalty: 3487.593262
	Iteration 15Q: 3 clusters Score -4496659 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -4496706.500000 Penalty: 3487.593262
	Iteration 16Q: 3 clusters Score -4496706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -4496751.500000 Penalty: 3487.593262
	Iteration 17Q: 3 clusters Score -4496752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -4496796.000000 Penalty: 3487.593262
	Iteration 18Q: 3 clusters Score -4496796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -4496815.000000 Penalty: 3487.593262
	Iteration 19Q: 3 clusters Score -4496815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -4496828.000000 Penalty: 3487.593262
	Iteration 20F: 3 clusters Score -4496828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -4496846.500000 Penalty: 3487.593262
	Iteration 21Q: 3 clusters Score -4496846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -4496843.500000 Penalty: 3487.593262
	Iteration 22Q: 3 clusters Score -4496844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -4496864.500000 Penalty: 3487.593262
	Iteration 23Q: 3 clusters Score -4496864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -4496894.500000 Penalty: 3487.593262
	Iteration 24Q: 3 clusters Score -4496894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -4496896.000000 Penalty: 3487.593262
	Iteration 25Q: 3 clusters Score -4496896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -4496884.000000 Penalty: 3487.593262
	Iteration 26Q: 3 clusters Score -4496884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -4496883.500000 Penalty: 3487.593262
	Iteration 27Q: 3 clusters Score -4496884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -4496890.500000 Penalty: 3487.593262
	Iteration 28Q: 3 clusters Score -4496890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -4496890.500000 Penalty: 3487.593262
	Iteration 29Q: 3 clusters Score -4496890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -4496899.000000 Penalty: 3487.593262
	Iteration 30Q: 3 clusters Score -4496899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -4496895.500000 Penalty: 3487.593262
	Iteration 31Q: 3 clusters Score -4496896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -4496894.500000 Penalty: 3487.593262
	Iteration 32Q: 3 clusters Score -4496894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -4496891.000000 Penalty: 3487.593262
	Iteration 33Q: 3 clusters Score -4496891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -4496889.500000 Penalty: 3487.593262
	Iteration 34Q: 3 clusters Score -4496890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -4496898.000000 Penalty: 3487.593262
	Iteration 35Q: 3 clusters Score -4496898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -4496898.000000 Penalty: 3487.593262
	Iteration 36F: 3 clusters Score -4496898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -448836.875000 Penalty: 1384.498169
	Iteration 0F: 2 clusters Score -448836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -444853.250000 Penalty: 2768.996338
	Iteration 0F: 3 clusters Score -444853.2 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -446000.031250 Penalty: 2768.996338
	Iteration 1F: 3 clusters Score -446000 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -446249.343750 Penalty: 2768.996338
	Iteration 2F: 3 clusters Score -446249.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -446439.062500 Penalty: 2768.996338
	Iteration 3F: 3 clusters Score -446439.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -446598.500000 Penalty: 2768.996338
	Iteration 4F: 3 clusters Score -446598.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -446734.406250 Penalty: 2768.996338
	Iteration 5Q: 3 clusters Score -446734.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -446873.218750 Penalty: 2768.996338
	Iteration 6Q: 3 clusters Score -446873.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -447017.656250 Penalty: 2768.996338
	Iteration 7Q: 3 clusters Score -447017.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -447167.250000 Penalty: 2768.996338
	Iteration 8Q: 3 clusters Score -447167.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -447319.968750 Penalty: 2768.996338
	Iteration 9Q: 3 clusters Score -447320 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -447463.625000 Penalty: 2768.996338
	Iteration 10Q: 3 clusters Score -447463.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -447564.187500 Penalty: 2768.996338
	Iteration 11Q: 3 clusters Score -447564.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -447634.343750 Penalty: 2768.996338
	Iteration 12Q: 3 clusters Score -447634.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -447669.531250 Penalty: 2768.996338
	Iteration 13Q: 3 clusters Score -447669.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -447686.812500 Penalty: 2768.996338
	Iteration 14Q: 3 clusters Score -447686.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -447699.000000 Penalty: 2768.996338
	Iteration 15Q: 3 clusters Score -447699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -447711.062500 Penalty: 2768.996338
	Iteration 16Q: 3 clusters Score -447711.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -447716.625000 Penalty: 2768.996338
	Iteration 17Q: 3 clusters Score -447716.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -447722.906250 Penalty: 2768.996338
	Iteration 18Q: 3 clusters Score -447722.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -447728.625000 Penalty: 2768.996338
	Iteration 19Q: 3 clusters Score -447728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -447732.843750 Penalty: 2768.996338
	Iteration 20F: 3 clusters Score -447732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -447734.687500 Penalty: 2768.996338
	Iteration 21Q: 3 clusters Score -447734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -447736.750000 Penalty: 2768.996338
	Iteration 22Q: 3 clusters Score -447736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -447738.812500 Penalty: 2768.996338
	Iteration 23Q: 3 clusters Score -447738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -447738.468750 Penalty: 2768.996338
	Iteration 24Q: 3 clusters Score -447738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -447739.562500 Penalty: 2768.996338
	Iteration 25Q: 3 clusters Score -447739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -447739.812500 Penalty: 2768.996338
	Iteration 26Q: 3 clusters Score -447739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -447741.875000 Penalty: 2768.996338
	Iteration 27Q: 3 clusters Score -447741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -447741.968750 Penalty: 2768.996338
	Iteration 28Q: 3 clusters Score -447742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -447745.250000 Penalty: 2768.996338
	Iteration 29Q: 3 clusters Score -447745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -447745.000000 Penalty: 2768.996338
	Iteration 30Q: 3 clusters Score -447745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -447746.312500 Penalty: 2768.996338
	Iteration 31Q: 3 clusters Score -447746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -447746.437500 Penalty: 2768.996338
	Iteration 32Q: 3 clusters Score -447746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -447746.437500 Penalty: 2768.996338
	Iteration 33F: 3 clusters Score -447746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -122253.125000 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -122253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -120615.093750 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -120615.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120984.507812 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -120984.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -121120.453125 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -121120.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -121238.523438 Penalty: 2338.679688
	Iteration 3F: 3 clusters Score -121238.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -121361.882812 Penalty: 2338.679688
	Iteration 4F: 3 clusters Score -121361.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -121499.281250 Penalty: 2338.679688
	Iteration 5F: 3 clusters Score -121499.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -121570.789062 Penalty: 2338.679688
	Iteration 6Q: 3 clusters Score -121570.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -121613.132812 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -121613.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -121638.960938 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -121639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -121661.085938 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -121661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -121675.398438 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -121675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -121685.445312 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -121685.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -121690.984375 Penalty: 2338.679688
	Iteration 12Q: 3 clusters Score -121691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -121697.109375 Penalty: 2338.679688
	Iteration 13Q: 3 clusters Score -121697.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -121704.945312 Penalty: 2338.679688
	Iteration 14Q: 3 clusters Score -121704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -121707.195312 Penalty: 2338.679688
	Iteration 15Q: 3 clusters Score -121707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -121708.125000 Penalty: 2338.679688
	Iteration 16Q: 3 clusters Score -121708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -121708.125000 Penalty: 2338.679688
	Iteration 17F: 3 clusters Score -121708.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Entering Unmasked Estep 
Score: -3574749.500000 Penalty: 1710.727295
	Iteration 0F: 2 clusters Score -3574750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3549688.750000 Penalty: 3421.454590
	Iteration 0F: 3 clusters Score -3549689 nChanged 17422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3559616.750000 Penalty: 3421.454590
	Iteration 1F: 3 clusters Score -3559617 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3560165.500000 Penalty: 3421.454590
	Iteration 2Q: 3 clusters Score -3560166 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3560767.750000 Penalty: 3421.454590
	Iteration 3Q: 3 clusters Score -3560768 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3561537.750000 Penalty: 3421.454590
	Iteration 4F: 3 clusters Score -3561538 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3562374.750000 Penalty: 3421.454590
	Iteration 5F: 3 clusters Score -3562375 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3563434.750000 Penalty: 3421.454590
	Iteration 6F: 3 clusters Score -3563435 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3564738.250000 Penalty: 3421.454590
	Iteration 7F: 3 clusters Score -3564738 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3566090.750000 Penalty: 3421.454590
	Iteration 8F: 3 clusters Score -3566091 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3567131.250000 Penalty: 3421.454590
	Iteration 9Q: 3 clusters Score -3567131 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3567645.250000 Penalty: 3421.454590
	Iteration 10Q: 3 clusters Score -3567645 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3567792.750000 Penalty: 3421.454590
	Iteration 11Q: 3 clusters Score -3567793 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3567851.750000 Penalty: 3421.454590
	Iteration 12Q: 3 clusters Score -3567852 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3567912.750000 Penalty: 3421.454590
	Iteration 13Q: 3 clusters Score -3567913 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3567916.000000 Penalty: 3421.454590
	Iteration 14Q: 3 clusters Score -3567916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3567949.500000 Penalty: 3421.454590
	Iteration 15Q: 3 clusters Score -3567950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3567947.250000 Penalty: 3421.454590
	Iteration 16Q: 3 clusters Score -3567947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3567967.750000 Penalty: 3421.454590
	Iteration 17Q: 3 clusters Score -3567968 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3567970.000000 Penalty: 3421.454590
	Iteration 18Q: 3 clusters Score -3567970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3567983.500000 Penalty: 3421.454590
	Iteration 19Q: 3 clusters Score -3567984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3568007.750000 Penalty: 3421.454590
	Iteration 20F: 3 clusters Score -3568008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3568018.500000 Penalty: 3421.454590
	Iteration 21Q: 3 clusters Score -3568018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3568026.500000 Penalty: 3421.454590
	Iteration 22Q: 3 clusters Score -3568026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3568043.750000 Penalty: 3421.454590
	Iteration 23Q: 3 clusters Score -3568044 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3568071.250000 Penalty: 3421.454590
	Iteration 24Q: 3 clusters Score -3568071 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3568080.000000 Penalty: 3421.454590
	Iteration 25Q: 3 clusters Score -3568080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3568085.500000 Penalty: 3421.454590
	Iteration 26Q: 3 clusters Score -3568086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3568101.000000 Penalty: 3421.454590
	Iteration 27Q: 3 clusters Score -3568101 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3568103.500000 Penalty: 3421.454590
	Iteration 28Q: 3 clusters Score -3568104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3568129.250000 Penalty: 3421.454590
	Iteration 29Q: 3 clusters Score -3568129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3568134.750000 Penalty: 3421.454590
	Iteration 30Q: 3 clusters Score -3568135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3568126.000000 Penalty: 3421.454590
	Iteration 31Q: 3 clusters Score -3568126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3568126.000000 Penalty: 3421.454590
	Iteration 32Q: 3 clusters Score -3568126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3568136.250000 Penalty: 3421.454590
	Iteration 33Q: 3 clusters Score -3568136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3568168.750000 Penalty: 3421.454590
	Iteration 34Q: 3 clusters Score -3568169 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3568164.500000 Penalty: 3421.454590
	Iteration 35Q: 3 clusters Score -3568164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3568156.250000 Penalty: 3421.454590
	Iteration 36Q: 3 clusters Score -3568156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3568170.750000 Penalty: 3421.454590
	Iteration 37Q: 3 clusters Score -3568171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3568173.000000 Penalty: 3421.454590
	Iteration 38Q: 3 clusters Score -3568173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3568180.000000 Penalty: 3421.454590
	Iteration 39Q: 3 clusters Score -3568180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3568187.750000 Penalty: 3421.454590
	Iteration 40F: 3 clusters Score -3568188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3568189.750000 Penalty: 3421.454590
	Iteration 41Q: 3 clusters Score -3568190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3568199.000000 Penalty: 3421.454590
	Iteration 42Q: 3 clusters Score -3568199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3568202.750000 Penalty: 3421.454590
	Iteration 43Q: 3 clusters Score -3568203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3568210.500000 Penalty: 3421.454590
	Iteration 44Q: 3 clusters Score -3568210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3568209.500000 Penalty: 3421.454590
	Iteration 45Q: 3 clusters Score -3568210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3568209.500000 Penalty: 3421.454590
	Iteration 46Q: 3 clusters Score -3568210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3568207.750000 Penalty: 3421.454590
	Iteration 47Q: 3 clusters Score -3568208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3568222.750000 Penalty: 3421.454590
	Iteration 48Q: 3 clusters Score -3568223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3568220.000000 Penalty: 3421.454590
	Iteration 49Q: 3 clusters Score -3568220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3568218.250000 Penalty: 3421.454590
	Iteration 50Q: 3 clusters Score -3568218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3568232.500000 Penalty: 3421.454590
	Iteration 51Q: 3 clusters Score -3568232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3568238.000000 Penalty: 3421.454590
	Iteration 52Q: 3 clusters Score -3568238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3568241.000000 Penalty: 3421.454590
	Iteration 53Q: 3 clusters Score -3568241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3568253.000000 Penalty: 3421.454590
	Iteration 54Q: 3 clusters Score -3568253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3568252.500000 Penalty: 3421.454590
	Iteration 55Q: 3 clusters Score -3568252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3568251.750000 Penalty: 3421.454590
	Iteration 56Q: 3 clusters Score -3568252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3568247.750000 Penalty: 3421.454590
	Iteration 57Q: 3 clusters Score -3568248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3568264.500000 Penalty: 3421.454590
	Iteration 58Q: 3 clusters Score -3568264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3568267.250000 Penalty: 3421.454590
	Iteration 59Q: 3 clusters Score -3568267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3568266.250000 Penalty: 3421.454590
	Iteration 60F: 3 clusters Score -3568266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3568287.250000 Penalty: 3421.454590
	Iteration 61Q: 3 clusters Score -3568287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3568300.000000 Penalty: 3421.454590
	Iteration 62Q: 3 clusters Score -3568300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3568308.000000 Penalty: 3421.454590
	Iteration 63Q: 3 clusters Score -3568308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3568320.500000 Penalty: 3421.454590
	Iteration 64Q: 3 clusters Score -3568320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3568328.000000 Penalty: 3421.454590
	Iteration 65Q: 3 clusters Score -3568328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3568330.750000 Penalty: 3421.454590
	Iteration 66Q: 3 clusters Score -3568331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3568320.500000 Penalty: 3421.454590
	Iteration 67Q: 3 clusters Score -3568320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3568329.000000 Penalty: 3421.454590
	Iteration 68Q: 3 clusters Score -3568329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3568344.000000 Penalty: 3421.454590
	Iteration 69Q: 3 clusters Score -3568344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3568351.000000 Penalty: 3421.454590
	Iteration 70Q: 3 clusters Score -3568351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3568360.250000 Penalty: 3421.454590
	Iteration 71Q: 3 clusters Score -3568360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3568384.750000 Penalty: 3421.454590
	Iteration 72Q: 3 clusters Score -3568385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3568391.750000 Penalty: 3421.454590
	Iteration 73Q: 3 clusters Score -3568392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3568408.500000 Penalty: 3421.454590
	Iteration 74Q: 3 clusters Score -3568408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3568415.750000 Penalty: 3421.454590
	Iteration 75Q: 3 clusters Score -3568416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3568433.750000 Penalty: 3421.454590
	Iteration 76Q: 3 clusters Score -3568434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3568453.500000 Penalty: 3421.454590
	Iteration 77Q: 3 clusters Score -3568454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3568478.750000 Penalty: 3421.454590
	Iteration 78Q: 3 clusters Score -3568479 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3568493.000000 Penalty: 3421.454590
	Iteration 79Q: 3 clusters Score -3568493 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3568512.250000 Penalty: 3421.454590
	Iteration 80F: 3 clusters Score -3568512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3568550.750000 Penalty: 3421.454590
	Iteration 81Q: 3 clusters Score -3568551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3568568.000000 Penalty: 3421.454590
	Iteration 82Q: 3 clusters Score -3568568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3568579.000000 Penalty: 3421.454590
	Iteration 83Q: 3 clusters Score -3568579 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3568586.250000 Penalty: 3421.454590
	Iteration 84Q: 3 clusters Score -3568586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -3568602.000000 Penalty: 3421.454590
	Iteration 85Q: 3 clusters Score -3568602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3568623.500000 Penalty: 3421.454590
	Iteration 86Q: 3 clusters Score -3568624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3568642.000000 Penalty: 3421.454590
	Iteration 87Q: 3 clusters Score -3568642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3568657.500000 Penalty: 3421.454590
	Iteration 88Q: 3 clusters Score -3568658 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3568685.500000 Penalty: 3421.454590
	Iteration 89Q: 3 clusters Score -3568686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3568712.500000 Penalty: 3421.454590
	Iteration 90Q: 3 clusters Score -3568712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3568747.500000 Penalty: 3421.454590
	Iteration 91Q: 3 clusters Score -3568748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3568790.500000 Penalty: 3421.454590
	Iteration 92Q: 3 clusters Score -3568790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3568826.250000 Penalty: 3421.454590
	Iteration 93Q: 3 clusters Score -3568826 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3568878.500000 Penalty: 3421.454590
	Iteration 94Q: 3 clusters Score -3568878 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3568922.000000 Penalty: 3421.454590
	Iteration 95Q: 3 clusters Score -3568922 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3568943.750000 Penalty: 3421.454590
	Iteration 96Q: 3 clusters Score -3568944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3568978.250000 Penalty: 3421.454590
	Iteration 97Q: 3 clusters Score -3568978 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3569023.250000 Penalty: 3421.454590
	Iteration 98Q: 3 clusters Score -3569023 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3569088.000000 Penalty: 3421.454590
	Iteration 99Q: 3 clusters Score -3569088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3569146.750000 Penalty: 3421.454590
	Iteration 100F: 3 clusters Score -3569147 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3569196.750000 Penalty: 3421.454590
	Iteration 101Q: 3 clusters Score -3569197 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3569257.000000 Penalty: 3421.454590
	Iteration 102Q: 3 clusters Score -3569257 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3569309.000000 Penalty: 3421.454590
	Iteration 103Q: 3 clusters Score -3569309 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3569370.750000 Penalty: 3421.454590
	Iteration 104Q: 3 clusters Score -3569371 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3569421.750000 Penalty: 3421.454590
	Iteration 105Q: 3 clusters Score -3569422 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3569480.250000 Penalty: 3421.454590
	Iteration 106Q: 3 clusters Score -3569480 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3569540.750000 Penalty: 3421.454590
	Iteration 107Q: 3 clusters Score -3569541 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3569593.250000 Penalty: 3421.454590
	Iteration 108Q: 3 clusters Score -3569593 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3569639.750000 Penalty: 3421.454590
	Iteration 109Q: 3 clusters Score -3569640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3569682.000000 Penalty: 3421.454590
	Iteration 110Q: 3 clusters Score -3569682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3569703.000000 Penalty: 3421.454590
	Iteration 111Q: 3 clusters Score -3569703 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3569741.250000 Penalty: 3421.454590
	Iteration 112Q: 3 clusters Score -3569741 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3569788.500000 Penalty: 3421.454590
	Iteration 113Q: 3 clusters Score -3569788 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3569825.250000 Penalty: 3421.454590
	Iteration 114Q: 3 clusters Score -3569825 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3569864.250000 Penalty: 3421.454590
	Iteration 115Q: 3 clusters Score -3569864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3569901.500000 Penalty: 3421.454590
	Iteration 116Q: 3 clusters Score -3569902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3569952.750000 Penalty: 3421.454590
	Iteration 117Q: 3 clusters Score -3569953 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3569984.000000 Penalty: 3421.454590
	Iteration 118Q: 3 clusters Score -3569984 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3570019.250000 Penalty: 3421.454590
	Iteration 119Q: 3 clusters Score -3570019 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3570062.750000 Penalty: 3421.454590
	Iteration 120F: 3 clusters Score -3570063 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3570098.000000 Penalty: 3421.454590
	Iteration 121Q: 3 clusters Score -3570098 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3570153.000000 Penalty: 3421.454590
	Iteration 122Q: 3 clusters Score -3570153 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3570198.000000 Penalty: 3421.454590
	Iteration 123Q: 3 clusters Score -3570198 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3570243.750000 Penalty: 3421.454590
	Iteration 124Q: 3 clusters Score -3570244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3570307.000000 Penalty: 3421.454590
	Iteration 125Q: 3 clusters Score -3570307 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3570359.500000 Penalty: 3421.454590
	Iteration 126Q: 3 clusters Score -3570360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3570412.250000 Penalty: 3421.454590
	Iteration 127Q: 3 clusters Score -3570412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3570477.500000 Penalty: 3421.454590
	Iteration 128Q: 3 clusters Score -3570478 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3570517.750000 Penalty: 3421.454590
	Iteration 129Q: 3 clusters Score -3570518 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3570548.250000 Penalty: 3421.454590
	Iteration 130Q: 3 clusters Score -3570548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3570607.000000 Penalty: 3421.454590
	Iteration 131Q: 3 clusters Score -3570607 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3570654.000000 Penalty: 3421.454590
	Iteration 132Q: 3 clusters Score -3570654 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3570719.750000 Penalty: 3421.454590
	Iteration 133Q: 3 clusters Score -3570720 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3570755.500000 Penalty: 3421.454590
	Iteration 134Q: 3 clusters Score -3570756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3570800.750000 Penalty: 3421.454590
	Iteration 135Q: 3 clusters Score -3570801 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3570862.500000 Penalty: 3421.454590
	Iteration 136Q: 3 clusters Score -3570862 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3570908.250000 Penalty: 3421.454590
	Iteration 137Q: 3 clusters Score -3570908 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3570951.000000 Penalty: 3421.454590
	Iteration 138Q: 3 clusters Score -3570951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3571004.750000 Penalty: 3421.454590
	Iteration 139Q: 3 clusters Score -3571005 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3571032.000000 Penalty: 3421.454590
	Iteration 140F: 3 clusters Score -3571032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3571086.750000 Penalty: 3421.454590
	Iteration 141Q: 3 clusters Score -3571087 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3571124.500000 Penalty: 3421.454590
	Iteration 142Q: 3 clusters Score -3571124 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3571176.250000 Penalty: 3421.454590
	Iteration 143Q: 3 clusters Score -3571176 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3571266.750000 Penalty: 3421.454590
	Iteration 144Q: 3 clusters Score -3571267 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3571435.500000 Penalty: 3421.454590
	Iteration 145Q: 3 clusters Score -3571436 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3571581.500000 Penalty: 3421.454590
	Iteration 146Q: 3 clusters Score -3571582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3571716.000000 Penalty: 3421.454590
	Iteration 147Q: 3 clusters Score -3571716 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3571852.250000 Penalty: 3421.454590
	Iteration 148Q: 3 clusters Score -3571852 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3572000.750000 Penalty: 3421.454590
	Iteration 149Q: 3 clusters Score -3572001 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3572183.500000 Penalty: 3421.454590
	Iteration 150Q: 3 clusters Score -3572184 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3572364.750000 Penalty: 3421.454590
	Iteration 151Q: 3 clusters Score -3572365 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3572504.250000 Penalty: 3421.454590
	Iteration 152Q: 3 clusters Score -3572504 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3572671.500000 Penalty: 3421.454590
	Iteration 153Q: 3 clusters Score -3572672 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3572817.250000 Penalty: 3421.454590
	Iteration 154Q: 3 clusters Score -3572817 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3572918.000000 Penalty: 3421.454590
	Iteration 155Q: 3 clusters Score -3572918 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3573043.750000 Penalty: 3421.454590
	Iteration 156Q: 3 clusters Score -3573044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3573128.250000 Penalty: 3421.454590
	Iteration 157Q: 3 clusters Score -3573128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3573240.750000 Penalty: 3421.454590
	Iteration 158Q: 3 clusters Score -3573241 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3573285.000000 Penalty: 3421.454590
	Iteration 159Q: 3 clusters Score -3573285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3573324.000000 Penalty: 3421.454590
	Iteration 160F: 3 clusters Score -3573324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3573371.500000 Penalty: 3421.454590
	Iteration 161Q: 3 clusters Score -3573372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3573397.250000 Penalty: 3421.454590
	Iteration 162Q: 3 clusters Score -3573397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3573417.000000 Penalty: 3421.454590
	Iteration 163Q: 3 clusters Score -3573417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3573433.250000 Penalty: 3421.454590
	Iteration 164Q: 3 clusters Score -3573433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3573440.000000 Penalty: 3421.454590
	Iteration 165Q: 3 clusters Score -3573440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3573448.500000 Penalty: 3421.454590
	Iteration 166Q: 3 clusters Score -3573448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3573454.250000 Penalty: 3421.454590
	Iteration 167Q: 3 clusters Score -3573454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3573457.000000 Penalty: 3421.454590
	Iteration 168Q: 3 clusters Score -3573457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3573458.750000 Penalty: 3421.454590
	Iteration 169Q: 3 clusters Score -3573459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3573466.500000 Penalty: 3421.454590
	Iteration 170Q: 3 clusters Score -3573466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3573472.500000 Penalty: 3421.454590
	Iteration 171Q: 3 clusters Score -3573472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3573481.750000 Penalty: 3421.454590
	Iteration 172Q: 3 clusters Score -3573482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3573481.500000 Penalty: 3421.454590
	Iteration 173Q: 3 clusters Score -3573482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3573481.250000 Penalty: 3421.454590
	Iteration 174Q: 3 clusters Score -3573481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3573485.250000 Penalty: 3421.454590
	Iteration 175Q: 3 clusters Score -3573485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3573483.250000 Penalty: 3421.454590
	Iteration 176Q: 3 clusters Score -3573483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3573483.250000 Penalty: 3421.454590
	Iteration 177F: 3 clusters Score -3573483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Entering Unmasked Estep 
Score: -2061368.125000 Penalty: 1616.756836
	Iteration 0F: 2 clusters Score -2061368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2047145.625000 Penalty: 3233.513672
	Iteration 0F: 3 clusters Score -2047146 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2052249.625000 Penalty: 3233.513672
	Iteration 1F: 3 clusters Score -2052250 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2052533.625000 Penalty: 3233.513672
	Iteration 2Q: 3 clusters Score -2052534 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2052797.875000 Penalty: 3233.513672
	Iteration 3Q: 3 clusters Score -2052798 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2053042.375000 Penalty: 3233.513672
	Iteration 4Q: 3 clusters Score -2053042 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2053299.500000 Penalty: 3233.513672
	Iteration 5Q: 3 clusters Score -2053300 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2053671.250000 Penalty: 3233.513672
	Iteration 6Q: 3 clusters Score -2053671 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2054163.250000 Penalty: 3233.513672
	Iteration 7Q: 3 clusters Score -2054163 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2054858.125000 Penalty: 3233.513672
	Iteration 8F: 3 clusters Score -2054858 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2055773.750000 Penalty: 3233.513672
	Iteration 9F: 3 clusters Score -2055774 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2056868.000000 Penalty: 3233.513672
	Iteration 10F: 3 clusters Score -2056868 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2057968.875000 Penalty: 3233.513672
	Iteration 11F: 3 clusters Score -2057969 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2058848.625000 Penalty: 3233.513672
	Iteration 12Q: 3 clusters Score -2058849 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2059368.500000 Penalty: 3233.513672
	Iteration 13Q: 3 clusters Score -2059368 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2059609.500000 Penalty: 3233.513672
	Iteration 14Q: 3 clusters Score -2059610 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2059755.375000 Penalty: 3233.513672
	Iteration 15Q: 3 clusters Score -2059755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2059855.250000 Penalty: 3233.513672
	Iteration 16Q: 3 clusters Score -2059855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2059909.625000 Penalty: 3233.513672
	Iteration 17Q: 3 clusters Score -2059910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2059923.375000 Penalty: 3233.513672
	Iteration 18Q: 3 clusters Score -2059923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2059932.000000 Penalty: 3233.513672
	Iteration 19Q: 3 clusters Score -2059932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2059937.375000 Penalty: 3233.513672
	Iteration 20F: 3 clusters Score -2059937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2059948.250000 Penalty: 3233.513672
	Iteration 21Q: 3 clusters Score -2059948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2059950.250000 Penalty: 3233.513672
	Iteration 22Q: 3 clusters Score -2059950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2059955.375000 Penalty: 3233.513672
	Iteration 23Q: 3 clusters Score -2059955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2059959.250000 Penalty: 3233.513672
	Iteration 24Q: 3 clusters Score -2059959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2059970.500000 Penalty: 3233.513672
	Iteration 25Q: 3 clusters Score -2059970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2059979.125000 Penalty: 3233.513672
	Iteration 26Q: 3 clusters Score -2059979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2059982.625000 Penalty: 3233.513672
	Iteration 27Q: 3 clusters Score -2059983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2059989.125000 Penalty: 3233.513672
	Iteration 28Q: 3 clusters Score -2059989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2059992.875000 Penalty: 3233.513672
	Iteration 29Q: 3 clusters Score -2059993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2060000.500000 Penalty: 3233.513672
	Iteration 30Q: 3 clusters Score -2060000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2059999.000000 Penalty: 3233.513672
	Iteration 31Q: 3 clusters Score -2059999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2060001.000000 Penalty: 3233.513672
	Iteration 32Q: 3 clusters Score -2060001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2060004.000000 Penalty: 3233.513672
	Iteration 33Q: 3 clusters Score -2060004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2060006.875000 Penalty: 3233.513672
	Iteration 34Q: 3 clusters Score -2060007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2060006.875000 Penalty: 3233.513672
	Iteration 35F: 3 clusters Score -2060007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Entering Unmasked Estep 
Score: -759961.125000 Penalty: 1458.704224
	Iteration 0F: 2 clusters Score -759961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -754168.875000 Penalty: 2917.408447
	Iteration 0F: 3 clusters Score -754168.9 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -756032.812500 Penalty: 2917.408447
	Iteration 1F: 3 clusters Score -756032.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -756306.937500 Penalty: 2917.408447
	Iteration 2F: 3 clusters Score -756306.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -756541.625000 Penalty: 2917.408447
	Iteration 3F: 3 clusters Score -756541.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -756798.062500 Penalty: 2917.408447
	Iteration 4F: 3 clusters Score -756798.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -757105.375000 Penalty: 2917.408447
	Iteration 5F: 3 clusters Score -757105.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -757470.187500 Penalty: 2917.408447
	Iteration 6F: 3 clusters Score -757470.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -757821.812500 Penalty: 2917.408447
	Iteration 7F: 3 clusters Score -757821.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -758169.250000 Penalty: 2917.408447
	Iteration 8Q: 3 clusters Score -758169.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -758504.375000 Penalty: 2917.408447
	Iteration 9Q: 3 clusters Score -758504.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -758779.187500 Penalty: 2917.408447
	Iteration 10Q: 3 clusters Score -758779.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -758977.125000 Penalty: 2917.408447
	Iteration 11Q: 3 clusters Score -758977.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -759092.625000 Penalty: 2917.408447
	Iteration 12Q: 3 clusters Score -759092.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -759129.437500 Penalty: 2917.408447
	Iteration 13Q: 3 clusters Score -759129.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -759145.500000 Penalty: 2917.408447
	Iteration 14Q: 3 clusters Score -759145.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -759153.062500 Penalty: 2917.408447
	Iteration 15Q: 3 clusters Score -759153.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -759156.875000 Penalty: 2917.408447
	Iteration 16Q: 3 clusters Score -759156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -759160.687500 Penalty: 2917.408447
	Iteration 17Q: 3 clusters Score -759160.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -759162.062500 Penalty: 2917.408447
	Iteration 18Q: 3 clusters Score -759162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -759165.750000 Penalty: 2917.408447
	Iteration 19Q: 3 clusters Score -759165.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -759168.750000 Penalty: 2917.408447
	Iteration 20F: 3 clusters Score -759168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -759173.375000 Penalty: 2917.408447
	Iteration 21Q: 3 clusters Score -759173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -759172.562500 Penalty: 2917.408447
	Iteration 22Q: 3 clusters Score -759172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -759175.125000 Penalty: 2917.408447
	Iteration 23Q: 3 clusters Score -759175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -759174.375000 Penalty: 2917.408447
	Iteration 24Q: 3 clusters Score -759174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -759174.937500 Penalty: 2917.408447
	Iteration 25Q: 3 clusters Score -759174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -759176.312500 Penalty: 2917.408447
	Iteration 26Q: 3 clusters Score -759176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -759176.250000 Penalty: 2917.408447
	Iteration 27Q: 3 clusters Score -759176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -759176.687500 Penalty: 2917.408447
	Iteration 28Q: 3 clusters Score -759176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -759176.687500 Penalty: 2917.408447
	Iteration 29F: 3 clusters Score -759176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Entering Unmasked Estep 
Score: -2025298.500000 Penalty: 1624.034668
	Iteration 0F: 2 clusters Score -2025298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2010454.000000 Penalty: 3248.069336
	Iteration 0F: 3 clusters Score -2010454 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2015942.250000 Penalty: 3248.069336
	Iteration 1F: 3 clusters Score -2015942 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2016376.375000 Penalty: 3248.069336
	Iteration 2F: 3 clusters Score -2016376 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2016893.375000 Penalty: 3248.069336
	Iteration 3F: 3 clusters Score -2016893 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2017530.250000 Penalty: 3248.069336
	Iteration 4F: 3 clusters Score -2017530 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2018363.625000 Penalty: 3248.069336
	Iteration 5F: 3 clusters Score -2018364 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2019419.500000 Penalty: 3248.069336
	Iteration 6F: 3 clusters Score -2019420 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2020742.625000 Penalty: 3248.069336
	Iteration 7F: 3 clusters Score -2020743 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2021931.625000 Penalty: 3248.069336
	Iteration 8F: 3 clusters Score -2021932 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2022780.625000 Penalty: 3248.069336
	Iteration 9Q: 3 clusters Score -2022781 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2023275.000000 Penalty: 3248.069336
	Iteration 10Q: 3 clusters Score -2023275 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2023580.625000 Penalty: 3248.069336
	Iteration 11Q: 3 clusters Score -2023581 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2023706.750000 Penalty: 3248.069336
	Iteration 12Q: 3 clusters Score -2023707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2023766.750000 Penalty: 3248.069336
	Iteration 13Q: 3 clusters Score -2023767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2023799.500000 Penalty: 3248.069336
	Iteration 14Q: 3 clusters Score -2023800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2023811.250000 Penalty: 3248.069336
	Iteration 15Q: 3 clusters Score -2023811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2023828.250000 Penalty: 3248.069336
	Iteration 16Q: 3 clusters Score -2023828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2023842.125000 Penalty: 3248.069336
	Iteration 17Q: 3 clusters Score -2023842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2023845.750000 Penalty: 3248.069336
	Iteration 18Q: 3 clusters Score -2023846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2023853.375000 Penalty: 3248.069336
	Iteration 19Q: 3 clusters Score -2023853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2023860.625000 Penalty: 3248.069336
	Iteration 20F: 3 clusters Score -2023861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2023865.500000 Penalty: 3248.069336
	Iteration 21Q: 3 clusters Score -2023866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2023876.250000 Penalty: 3248.069336
	Iteration 22Q: 3 clusters Score -2023876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2023877.750000 Penalty: 3248.069336
	Iteration 23Q: 3 clusters Score -2023878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2023883.875000 Penalty: 3248.069336
	Iteration 24Q: 3 clusters Score -2023884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2023884.250000 Penalty: 3248.069336
	Iteration 25Q: 3 clusters Score -2023884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2023884.250000 Penalty: 3248.069336
	Iteration 26F: 3 clusters Score -2023884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76090.031250 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76090.03 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76330.539062 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76330.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -76389.890625 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -76389.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76415.625000 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76415.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76428.859375 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76428.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76433.960938 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76433.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76437.976562 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76437.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76442.054688 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76442.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76446.343750 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76446.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76450.218750 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -76450.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76455.359375 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -76455.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76461.570312 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -76461.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76467.609375 Penalty: 2196.002930
	Iteration 12Q: 3 clusters Score -76467.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76469.179688 Penalty: 2196.002930
	Iteration 13Q: 3 clusters Score -76469.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76472.601562 Penalty: 2196.002930
	Iteration 14Q: 3 clusters Score -76472.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76476.312500 Penalty: 2196.002930
	Iteration 15Q: 3 clusters Score -76476.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76476.773438 Penalty: 2196.002930
	Iteration 16Q: 3 clusters Score -76476.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76476.773438 Penalty: 2196.002930
	Iteration 17F: 3 clusters Score -76476.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -1252992.500000 Penalty: 1538.751099
	Iteration 0F: 2 clusters Score -1252992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1244019.500000 Penalty: 3077.502197
	Iteration 0F: 3 clusters Score -1244020 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1246920.875000 Penalty: 3077.502197
	Iteration 1F: 3 clusters Score -1246921 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1247182.750000 Penalty: 3077.502197
	Iteration 2F: 3 clusters Score -1247183 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1247430.750000 Penalty: 3077.502197
	Iteration 3Q: 3 clusters Score -1247431 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1247688.375000 Penalty: 3077.502197
	Iteration 4Q: 3 clusters Score -1247688 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1247993.625000 Penalty: 3077.502197
	Iteration 5Q: 3 clusters Score -1247994 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1248410.750000 Penalty: 3077.502197
	Iteration 6F: 3 clusters Score -1248411 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1248928.250000 Penalty: 3077.502197
	Iteration 7F: 3 clusters Score -1248928 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1249557.250000 Penalty: 3077.502197
	Iteration 8F: 3 clusters Score -1249557 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1250208.875000 Penalty: 3077.502197
	Iteration 9F: 3 clusters Score -1250209 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1250769.875000 Penalty: 3077.502197
	Iteration 10Q: 3 clusters Score -1250770 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1251133.500000 Penalty: 3077.502197
	Iteration 11Q: 3 clusters Score -1251134 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1251352.375000 Penalty: 3077.502197
	Iteration 12Q: 3 clusters Score -1251352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1251473.000000 Penalty: 3077.502197
	Iteration 13Q: 3 clusters Score -1251473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1251538.500000 Penalty: 3077.502197
	Iteration 14Q: 3 clusters Score -1251538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1251575.625000 Penalty: 3077.502197
	Iteration 15Q: 3 clusters Score -1251576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1251598.375000 Penalty: 3077.502197
	Iteration 16Q: 3 clusters Score -1251598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1251612.500000 Penalty: 3077.502197
	Iteration 17Q: 3 clusters Score -1251612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1251620.125000 Penalty: 3077.502197
	Iteration 18Q: 3 clusters Score -1251620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1251633.875000 Penalty: 3077.502197
	Iteration 19Q: 3 clusters Score -1251634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1251640.500000 Penalty: 3077.502197
	Iteration 20F: 3 clusters Score -1251640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1251642.375000 Penalty: 3077.502197
	Iteration 21Q: 3 clusters Score -1251642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1251642.375000 Penalty: 3077.502197
	Iteration 22F: 3 clusters Score -1251642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Entering Unmasked Estep 
Score: -874991.062500 Penalty: 1498.843262
	Iteration 0F: 2 clusters Score -874991.1 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 5086 members 
Entering Unmasked Estep 
Score: -867785.562500 Penalty: 2997.686523
	Iteration 0F: 3 clusters Score -867785.6 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -870135.437500 Penalty: 2997.686523
	Iteration 1F: 3 clusters Score -870135.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -870441.750000 Penalty: 2997.686523
	Iteration 2F: 3 clusters Score -870441.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -870707.000000 Penalty: 2997.686523
	Iteration 3F: 3 clusters Score -870707 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -870941.812500 Penalty: 2997.686523
	Iteration 4Q: 3 clusters Score -870941.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -871170.187500 Penalty: 2997.686523
	Iteration 5Q: 3 clusters Score -871170.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -871417.250000 Penalty: 2997.686523
	Iteration 6Q: 3 clusters Score -871417.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -871679.500000 Penalty: 2997.686523
	Iteration 7Q: 3 clusters Score -871679.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -871966.687500 Penalty: 2997.686523
	Iteration 8Q: 3 clusters Score -871966.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -872226.812500 Penalty: 2997.686523
	Iteration 9Q: 3 clusters Score -872226.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -872455.500000 Penalty: 2997.686523
	Iteration 10Q: 3 clusters Score -872455.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -872647.625000 Penalty: 2997.686523
	Iteration 11Q: 3 clusters Score -872647.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -872813.625000 Penalty: 2997.686523
	Iteration 12Q: 3 clusters Score -872813.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -872922.312500 Penalty: 2997.686523
	Iteration 13Q: 3 clusters Score -872922.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -872990.625000 Penalty: 2997.686523
	Iteration 14Q: 3 clusters Score -872990.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -873032.562500 Penalty: 2997.686523
	Iteration 15Q: 3 clusters Score -873032.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -873072.062500 Penalty: 2997.686523
	Iteration 16Q: 3 clusters Score -873072.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -873102.000000 Penalty: 2997.686523
	Iteration 17Q: 3 clusters Score -873102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -873124.062500 Penalty: 2997.686523
	Iteration 18Q: 3 clusters Score -873124.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -873146.562500 Penalty: 2997.686523
	Iteration 19Q: 3 clusters Score -873146.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -873165.500000 Penalty: 2997.686523
	Iteration 20F: 3 clusters Score -873165.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -873184.312500 Penalty: 2997.686523
	Iteration 21Q: 3 clusters Score -873184.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -873196.937500 Penalty: 2997.686523
	Iteration 22Q: 3 clusters Score -873196.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -873213.312500 Penalty: 2997.686523
	Iteration 23Q: 3 clusters Score -873213.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -873225.375000 Penalty: 2997.686523
	Iteration 24Q: 3 clusters Score -873225.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -873237.250000 Penalty: 2997.686523
	Iteration 25Q: 3 clusters Score -873237.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -873252.250000 Penalty: 2997.686523
	Iteration 26Q: 3 clusters Score -873252.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -873263.437500 Penalty: 2997.686523
	Iteration 27Q: 3 clusters Score -873263.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -873275.375000 Penalty: 2997.686523
	Iteration 28Q: 3 clusters Score -873275.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -873291.500000 Penalty: 2997.686523
	Iteration 29Q: 3 clusters Score -873291.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -873298.500000 Penalty: 2997.686523
	Iteration 30Q: 3 clusters Score -873298.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -873315.250000 Penalty: 2997.686523
	Iteration 31Q: 3 clusters Score -873315.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -873326.437500 Penalty: 2997.686523
	Iteration 32Q: 3 clusters Score -873326.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -873338.750000 Penalty: 2997.686523
	Iteration 33Q: 3 clusters Score -873338.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -873351.562500 Penalty: 2997.686523
	Iteration 34Q: 3 clusters Score -873351.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -873362.750000 Penalty: 2997.686523
	Iteration 35Q: 3 clusters Score -873362.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -873371.812500 Penalty: 2997.686523
	Iteration 36Q: 3 clusters Score -873371.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -873379.937500 Penalty: 2997.686523
	Iteration 37Q: 3 clusters Score -873379.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -873388.500000 Penalty: 2997.686523
	Iteration 38Q: 3 clusters Score -873388.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -873394.500000 Penalty: 2997.686523
	Iteration 39Q: 3 clusters Score -873394.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -873403.250000 Penalty: 2997.686523
	Iteration 40F: 3 clusters Score -873403.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -873408.812500 Penalty: 2997.686523
	Iteration 41Q: 3 clusters Score -873408.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -873411.812500 Penalty: 2997.686523
	Iteration 42Q: 3 clusters Score -873411.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -873422.437500 Penalty: 2997.686523
	Iteration 43Q: 3 clusters Score -873422.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -873427.625000 Penalty: 2997.686523
	Iteration 44Q: 3 clusters Score -873427.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -873434.812500 Penalty: 2997.686523
	Iteration 45Q: 3 clusters Score -873434.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -873439.937500 Penalty: 2997.686523
	Iteration 46Q: 3 clusters Score -873439.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -873443.000000 Penalty: 2997.686523
	Iteration 47Q: 3 clusters Score -873443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -873446.562500 Penalty: 2997.686523
	Iteration 48Q: 3 clusters Score -873446.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -873451.062500 Penalty: 2997.686523
	Iteration 49Q: 3 clusters Score -873451.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -873455.875000 Penalty: 2997.686523
	Iteration 50Q: 3 clusters Score -873455.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -873462.687500 Penalty: 2997.686523
	Iteration 51Q: 3 clusters Score -873462.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -873466.437500 Penalty: 2997.686523
	Iteration 52Q: 3 clusters Score -873466.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -873469.937500 Penalty: 2997.686523
	Iteration 53Q: 3 clusters Score -873469.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -873475.625000 Penalty: 2997.686523
	Iteration 54Q: 3 clusters Score -873475.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -873475.500000 Penalty: 2997.686523
	Iteration 55Q: 3 clusters Score -873475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -873477.937500 Penalty: 2997.686523
	Iteration 56Q: 3 clusters Score -873477.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -873477.937500 Penalty: 2997.686523
	Iteration 57Q: 3 clusters Score -873477.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -873481.812500 Penalty: 2997.686523
	Iteration 58Q: 3 clusters Score -873481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -873485.375000 Penalty: 2997.686523
	Iteration 59Q: 3 clusters Score -873485.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -873486.937500 Penalty: 2997.686523
	Iteration 60F: 3 clusters Score -873486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -873485.250000 Penalty: 2997.686523
	Iteration 61Q: 3 clusters Score -873485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -873487.812500 Penalty: 2997.686523
	Iteration 62Q: 3 clusters Score -873487.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -873491.875000 Penalty: 2997.686523
	Iteration 63Q: 3 clusters Score -873491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -873490.375000 Penalty: 2997.686523
	Iteration 64Q: 3 clusters Score -873490.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -873492.937500 Penalty: 2997.686523
	Iteration 65Q: 3 clusters Score -873492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -873492.187500 Penalty: 2997.686523
	Iteration 66Q: 3 clusters Score -873492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -873492.687500 Penalty: 2997.686523
	Iteration 67Q: 3 clusters Score -873492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -873494.875000 Penalty: 2997.686523
	Iteration 68Q: 3 clusters Score -873494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -873495.687500 Penalty: 2997.686523
	Iteration 69Q: 3 clusters Score -873495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -873495.812500 Penalty: 2997.686523
	Iteration 70Q: 3 clusters Score -873495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -873494.812500 Penalty: 2997.686523
	Iteration 71Q: 3 clusters Score -873494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -873495.000000 Penalty: 2997.686523
	Iteration 72Q: 3 clusters Score -873495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -873498.500000 Penalty: 2997.686523
	Iteration 73Q: 3 clusters Score -873498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -873498.187500 Penalty: 2997.686523
	Iteration 74Q: 3 clusters Score -873498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -873499.312500 Penalty: 2997.686523
	Iteration 75Q: 3 clusters Score -873499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -873497.500000 Penalty: 2997.686523
	Iteration 76Q: 3 clusters Score -873497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -873496.500000 Penalty: 2997.686523
	Iteration 77Q: 3 clusters Score -873496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -873496.500000 Penalty: 2997.686523
	Iteration 78F: 3 clusters Score -873496.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -160741.171875 Penalty: 1216.301147
	Iteration 0F: 2 clusters Score -160741.2 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 914 members 
Entering Unmasked Estep 
Score: -158843.890625 Penalty: 2432.602295
	Iteration 0F: 3 clusters Score -158843.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -159249.015625 Penalty: 2432.602295
	Iteration 1F: 3 clusters Score -159249 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -159357.359375 Penalty: 2432.602295
	Iteration 2F: 3 clusters Score -159357.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -159428.750000 Penalty: 2432.602295
	Iteration 3Q: 3 clusters Score -159428.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -159487.671875 Penalty: 2432.602295
	Iteration 4Q: 3 clusters Score -159487.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -159544.156250 Penalty: 2432.602295
	Iteration 5Q: 3 clusters Score -159544.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -159610.000000 Penalty: 2432.602295
	Iteration 6Q: 3 clusters Score -159610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -159665.109375 Penalty: 2432.602295
	Iteration 7Q: 3 clusters Score -159665.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159712.968750 Penalty: 2432.602295
	Iteration 8Q: 3 clusters Score -159713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159756.968750 Penalty: 2432.602295
	Iteration 9Q: 3 clusters Score -159757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -159814.500000 Penalty: 2432.602295
	Iteration 10Q: 3 clusters Score -159814.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -159898.218750 Penalty: 2432.602295
	Iteration 11Q: 3 clusters Score -159898.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -159965.078125 Penalty: 2432.602295
	Iteration 12Q: 3 clusters Score -159965.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -160026.968750 Penalty: 2432.602295
	Iteration 13Q: 3 clusters Score -160027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -160078.593750 Penalty: 2432.602295
	Iteration 14Q: 3 clusters Score -160078.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -160137.296875 Penalty: 2432.602295
	Iteration 15Q: 3 clusters Score -160137.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -160215.671875 Penalty: 2432.602295
	Iteration 16Q: 3 clusters Score -160215.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -160311.875000 Penalty: 2432.602295
	Iteration 17Q: 3 clusters Score -160311.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -160392.250000 Penalty: 2432.602295
	Iteration 18Q: 3 clusters Score -160392.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -160431.875000 Penalty: 2432.602295
	Iteration 19Q: 3 clusters Score -160431.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -160458.093750 Penalty: 2432.602295
	Iteration 20F: 3 clusters Score -160458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -160469.687500 Penalty: 2432.602295
	Iteration 21Q: 3 clusters Score -160469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160481.718750 Penalty: 2432.602295
	Iteration 22Q: 3 clusters Score -160481.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -160495.609375 Penalty: 2432.602295
	Iteration 23Q: 3 clusters Score -160495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -160506.718750 Penalty: 2432.602295
	Iteration 24Q: 3 clusters Score -160506.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -160510.328125 Penalty: 2432.602295
	Iteration 25Q: 3 clusters Score -160510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -160512.531250 Penalty: 2432.602295
	Iteration 26Q: 3 clusters Score -160512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -160513.406250 Penalty: 2432.602295
	Iteration 27Q: 3 clusters Score -160513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -160513.406250 Penalty: 2432.602295
	Iteration 28F: 3 clusters Score -160513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -217260.984375 Penalty: 1274.050903
	Iteration 0F: 2 clusters Score -217261 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 1277 members 
Entering Unmasked Estep 
Score: -214852.828125 Penalty: 2548.101807
	Iteration 0F: 3 clusters Score -214852.8 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -215514.703125 Penalty: 2548.101807
	Iteration 1F: 3 clusters Score -215514.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -215753.062500 Penalty: 2548.101807
	Iteration 2F: 3 clusters Score -215753.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -215982.718750 Penalty: 2548.101807
	Iteration 3F: 3 clusters Score -215982.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -216227.156250 Penalty: 2548.101807
	Iteration 4F: 3 clusters Score -216227.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -216418.000000 Penalty: 2548.101807
	Iteration 5F: 3 clusters Score -216418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -216559.687500 Penalty: 2548.101807
	Iteration 6F: 3 clusters Score -216559.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216666.781250 Penalty: 2548.101807
	Iteration 7Q: 3 clusters Score -216666.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -216745.375000 Penalty: 2548.101807
	Iteration 8Q: 3 clusters Score -216745.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -216810.062500 Penalty: 2548.101807
	Iteration 9Q: 3 clusters Score -216810.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -216851.250000 Penalty: 2548.101807
	Iteration 10Q: 3 clusters Score -216851.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -216890.000000 Penalty: 2548.101807
	Iteration 11Q: 3 clusters Score -216890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -216926.718750 Penalty: 2548.101807
	Iteration 12Q: 3 clusters Score -216926.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -216968.953125 Penalty: 2548.101807
	Iteration 13Q: 3 clusters Score -216969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -217033.875000 Penalty: 2548.101807
	Iteration 14Q: 3 clusters Score -217033.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -217102.890625 Penalty: 2548.101807
	Iteration 15Q: 3 clusters Score -217102.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -217174.015625 Penalty: 2548.101807
	Iteration 16Q: 3 clusters Score -217174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -217216.640625 Penalty: 2548.101807
	Iteration 17Q: 3 clusters Score -217216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -217230.578125 Penalty: 2548.101807
	Iteration 18Q: 3 clusters Score -217230.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -217240.890625 Penalty: 2548.101807
	Iteration 19Q: 3 clusters Score -217240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -217245.484375 Penalty: 2548.101807
	Iteration 20F: 3 clusters Score -217245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -217246.312500 Penalty: 2548.101807
	Iteration 21Q: 3 clusters Score -217246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -217246.875000 Penalty: 2548.101807
	Iteration 22Q: 3 clusters Score -217246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -217246.875000 Penalty: 2548.101807
	Iteration 23F: 3 clusters Score -217246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -417207.093750 Penalty: 1364.595093
	Iteration 0F: 2 clusters Score -417207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -413568.781250 Penalty: 2729.190186
	Iteration 0F: 3 clusters Score -413568.8 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -414625.531250 Penalty: 2729.190186
	Iteration 1F: 3 clusters Score -414625.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -414901.656250 Penalty: 2729.190186
	Iteration 2F: 3 clusters Score -414901.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -415107.906250 Penalty: 2729.190186
	Iteration 3F: 3 clusters Score -415107.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -415255.656250 Penalty: 2729.190186
	Iteration 4F: 3 clusters Score -415255.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -415401.218750 Penalty: 2729.190186
	Iteration 5Q: 3 clusters Score -415401.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -415563.250000 Penalty: 2729.190186
	Iteration 6Q: 3 clusters Score -415563.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -415733.125000 Penalty: 2729.190186
	Iteration 7Q: 3 clusters Score -415733.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -415891.031250 Penalty: 2729.190186
	Iteration 8Q: 3 clusters Score -415891 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -415996.906250 Penalty: 2729.190186
	Iteration 9Q: 3 clusters Score -415996.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -416057.593750 Penalty: 2729.190186
	Iteration 10Q: 3 clusters Score -416057.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -416098.312500 Penalty: 2729.190186
	Iteration 11Q: 3 clusters Score -416098.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -416127.031250 Penalty: 2729.190186
	Iteration 12Q: 3 clusters Score -416127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -416145.875000 Penalty: 2729.190186
	Iteration 13Q: 3 clusters Score -416145.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -416155.718750 Penalty: 2729.190186
	Iteration 14Q: 3 clusters Score -416155.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -416165.625000 Penalty: 2729.190186
	Iteration 15Q: 3 clusters Score -416165.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -416171.437500 Penalty: 2729.190186
	Iteration 16Q: 3 clusters Score -416171.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -416175.812500 Penalty: 2729.190186
	Iteration 17Q: 3 clusters Score -416175.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -416179.312500 Penalty: 2729.190186
	Iteration 18Q: 3 clusters Score -416179.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -416181.343750 Penalty: 2729.190186
	Iteration 19Q: 3 clusters Score -416181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -416183.687500 Penalty: 2729.190186
	Iteration 20F: 3 clusters Score -416183.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -416185.406250 Penalty: 2729.190186
	Iteration 21Q: 3 clusters Score -416185.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -416187.750000 Penalty: 2729.190186
	Iteration 22Q: 3 clusters Score -416187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -416189.843750 Penalty: 2729.190186
	Iteration 23Q: 3 clusters Score -416189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -416194.937500 Penalty: 2729.190186
	Iteration 24Q: 3 clusters Score -416194.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -416197.750000 Penalty: 2729.190186
	Iteration 25Q: 3 clusters Score -416197.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -416201.218750 Penalty: 2729.190186
	Iteration 26Q: 3 clusters Score -416201.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -416205.375000 Penalty: 2729.190186
	Iteration 27Q: 3 clusters Score -416205.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -416207.625000 Penalty: 2729.190186
	Iteration 28Q: 3 clusters Score -416207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -416211.156250 Penalty: 2729.190186
	Iteration 29Q: 3 clusters Score -416211.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -416213.375000 Penalty: 2729.190186
	Iteration 30Q: 3 clusters Score -416213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -416214.875000 Penalty: 2729.190186
	Iteration 31Q: 3 clusters Score -416214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -416218.125000 Penalty: 2729.190186
	Iteration 32Q: 3 clusters Score -416218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -416220.125000 Penalty: 2729.190186
	Iteration 33Q: 3 clusters Score -416220.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -416225.781250 Penalty: 2729.190186
	Iteration 34Q: 3 clusters Score -416225.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -416234.156250 Penalty: 2729.190186
	Iteration 35Q: 3 clusters Score -416234.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -416240.343750 Penalty: 2729.190186
	Iteration 36Q: 3 clusters Score -416240.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -416249.687500 Penalty: 2729.190186
	Iteration 37Q: 3 clusters Score -416249.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -416255.250000 Penalty: 2729.190186
	Iteration 38Q: 3 clusters Score -416255.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -416259.781250 Penalty: 2729.190186
	Iteration 39Q: 3 clusters Score -416259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -416262.968750 Penalty: 2729.190186
	Iteration 40F: 3 clusters Score -416263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -416266.468750 Penalty: 2729.190186
	Iteration 41Q: 3 clusters Score -416266.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -416273.125000 Penalty: 2729.190186
	Iteration 42Q: 3 clusters Score -416273.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -416279.250000 Penalty: 2729.190186
	Iteration 43Q: 3 clusters Score -416279.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -416287.562500 Penalty: 2729.190186
	Iteration 44Q: 3 clusters Score -416287.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -416297.312500 Penalty: 2729.190186
	Iteration 45Q: 3 clusters Score -416297.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -416302.468750 Penalty: 2729.190186
	Iteration 46Q: 3 clusters Score -416302.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -416312.218750 Penalty: 2729.190186
	Iteration 47Q: 3 clusters Score -416312.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -416320.656250 Penalty: 2729.190186
	Iteration 48Q: 3 clusters Score -416320.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -416328.843750 Penalty: 2729.190186
	Iteration 49Q: 3 clusters Score -416328.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -416337.343750 Penalty: 2729.190186
	Iteration 50Q: 3 clusters Score -416337.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -416345.156250 Penalty: 2729.190186
	Iteration 51Q: 3 clusters Score -416345.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -416349.562500 Penalty: 2729.190186
	Iteration 52Q: 3 clusters Score -416349.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -416351.281250 Penalty: 2729.190186
	Iteration 53Q: 3 clusters Score -416351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -416354.687500 Penalty: 2729.190186
	Iteration 54Q: 3 clusters Score -416354.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -416358.125000 Penalty: 2729.190186
	Iteration 55Q: 3 clusters Score -416358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -416361.343750 Penalty: 2729.190186
	Iteration 56Q: 3 clusters Score -416361.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -416365.125000 Penalty: 2729.190186
	Iteration 57Q: 3 clusters Score -416365.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -416367.875000 Penalty: 2729.190186
	Iteration 58Q: 3 clusters Score -416367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -416370.218750 Penalty: 2729.190186
	Iteration 59Q: 3 clusters Score -416370.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -416374.218750 Penalty: 2729.190186
	Iteration 60F: 3 clusters Score -416374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -416376.125000 Penalty: 2729.190186
	Iteration 61Q: 3 clusters Score -416376.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -416377.812500 Penalty: 2729.190186
	Iteration 62Q: 3 clusters Score -416377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -416380.062500 Penalty: 2729.190186
	Iteration 63Q: 3 clusters Score -416380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -416380.531250 Penalty: 2729.190186
	Iteration 64Q: 3 clusters Score -416380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -416379.875000 Penalty: 2729.190186
	Iteration 65Q: 3 clusters Score -416379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -416380.875000 Penalty: 2729.190186
	Iteration 66Q: 3 clusters Score -416380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -416380.812500 Penalty: 2729.190186
	Iteration 67Q: 3 clusters Score -416380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -416380.968750 Penalty: 2729.190186
	Iteration 68Q: 3 clusters Score -416381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -416381.500000 Penalty: 2729.190186
	Iteration 69Q: 3 clusters Score -416381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -416381.437500 Penalty: 2729.190186
	Iteration 70Q: 3 clusters Score -416381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -416381.468750 Penalty: 2729.190186
	Iteration 71Q: 3 clusters Score -416381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -416381.125000 Penalty: 2729.190186
	Iteration 72Q: 3 clusters Score -416381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -416381.125000 Penalty: 2729.190186
	Iteration 73F: 3 clusters Score -416381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Entering Unmasked Estep 
Score: -3484754.250000 Penalty: 1706.113525
	Iteration 0F: 2 clusters Score -3484754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3461496.000000 Penalty: 3412.227051
	Iteration 0F: 3 clusters Score -3461496 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3470736.250000 Penalty: 3412.227051
	Iteration 1F: 3 clusters Score -3470736 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3471062.500000 Penalty: 3412.227051
	Iteration 2Q: 3 clusters Score -3471062 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3471343.500000 Penalty: 3412.227051
	Iteration 3Q: 3 clusters Score -3471344 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3471604.000000 Penalty: 3412.227051
	Iteration 4Q: 3 clusters Score -3471604 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3471801.750000 Penalty: 3412.227051
	Iteration 5Q: 3 clusters Score -3471802 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3471986.500000 Penalty: 3412.227051
	Iteration 6Q: 3 clusters Score -3471986 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3472227.250000 Penalty: 3412.227051
	Iteration 7Q: 3 clusters Score -3472227 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3472447.750000 Penalty: 3412.227051
	Iteration 8Q: 3 clusters Score -3472448 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3472769.500000 Penalty: 3412.227051
	Iteration 9Q: 3 clusters Score -3472770 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3473120.000000 Penalty: 3412.227051
	Iteration 10Q: 3 clusters Score -3473120 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3473549.000000 Penalty: 3412.227051
	Iteration 11Q: 3 clusters Score -3473549 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3474060.000000 Penalty: 3412.227051
	Iteration 12Q: 3 clusters Score -3474060 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3474690.250000 Penalty: 3412.227051
	Iteration 13Q: 3 clusters Score -3474690 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3475339.750000 Penalty: 3412.227051
	Iteration 14Q: 3 clusters Score -3475340 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3476047.250000 Penalty: 3412.227051
	Iteration 15Q: 3 clusters Score -3476047 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3476813.750000 Penalty: 3412.227051
	Iteration 16Q: 3 clusters Score -3476814 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3477578.000000 Penalty: 3412.227051
	Iteration 17Q: 3 clusters Score -3477578 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3478294.000000 Penalty: 3412.227051
	Iteration 18Q: 3 clusters Score -3478294 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3478885.250000 Penalty: 3412.227051
	Iteration 19Q: 3 clusters Score -3478885 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3479305.000000 Penalty: 3412.227051
	Iteration 20F: 3 clusters Score -3479305 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3479655.250000 Penalty: 3412.227051
	Iteration 21Q: 3 clusters Score -3479655 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3479903.250000 Penalty: 3412.227051
	Iteration 22Q: 3 clusters Score -3479903 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3480147.000000 Penalty: 3412.227051
	Iteration 23Q: 3 clusters Score -3480147 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3480406.500000 Penalty: 3412.227051
	Iteration 24Q: 3 clusters Score -3480406 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3480673.750000 Penalty: 3412.227051
	Iteration 25Q: 3 clusters Score -3480674 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3480960.000000 Penalty: 3412.227051
	Iteration 26Q: 3 clusters Score -3480960 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3481264.750000 Penalty: 3412.227051
	Iteration 27Q: 3 clusters Score -3481265 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3481597.500000 Penalty: 3412.227051
	Iteration 28Q: 3 clusters Score -3481598 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3481938.500000 Penalty: 3412.227051
	Iteration 29Q: 3 clusters Score -3481938 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3482249.250000 Penalty: 3412.227051
	Iteration 30Q: 3 clusters Score -3482249 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3482591.500000 Penalty: 3412.227051
	Iteration 31Q: 3 clusters Score -3482592 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3482861.750000 Penalty: 3412.227051
	Iteration 32Q: 3 clusters Score -3482862 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3483149.250000 Penalty: 3412.227051
	Iteration 33Q: 3 clusters Score -3483149 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3483339.250000 Penalty: 3412.227051
	Iteration 34Q: 3 clusters Score -3483339 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3483444.250000 Penalty: 3412.227051
	Iteration 35Q: 3 clusters Score -3483444 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3483518.000000 Penalty: 3412.227051
	Iteration 36Q: 3 clusters Score -3483518 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3483537.000000 Penalty: 3412.227051
	Iteration 37Q: 3 clusters Score -3483537 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3483569.000000 Penalty: 3412.227051
	Iteration 38Q: 3 clusters Score -3483569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3483560.500000 Penalty: 3412.227051
	Iteration 39Q: 3 clusters Score -3483560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3483560.000000 Penalty: 3412.227051
	Iteration 40F: 3 clusters Score -3483560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3483561.500000 Penalty: 3412.227051
	Iteration 41Q: 3 clusters Score -3483562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3483558.500000 Penalty: 3412.227051
	Iteration 42Q: 3 clusters Score -3483558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3483565.500000 Penalty: 3412.227051
	Iteration 43Q: 3 clusters Score -3483566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3483559.000000 Penalty: 3412.227051
	Iteration 44Q: 3 clusters Score -3483559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3483564.250000 Penalty: 3412.227051
	Iteration 45Q: 3 clusters Score -3483564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3483558.500000 Penalty: 3412.227051
	Iteration 46Q: 3 clusters Score -3483558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3483583.250000 Penalty: 3412.227051
	Iteration 47Q: 3 clusters Score -3483583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3483586.750000 Penalty: 3412.227051
	Iteration 48Q: 3 clusters Score -3483587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3483595.000000 Penalty: 3412.227051
	Iteration 49Q: 3 clusters Score -3483595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3483598.250000 Penalty: 3412.227051
	Iteration 50Q: 3 clusters Score -3483598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3483589.000000 Penalty: 3412.227051
	Iteration 51Q: 3 clusters Score -3483589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3483588.000000 Penalty: 3412.227051
	Iteration 52Q: 3 clusters Score -3483588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3483598.500000 Penalty: 3412.227051
	Iteration 53Q: 3 clusters Score -3483598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3483594.250000 Penalty: 3412.227051
	Iteration 54Q: 3 clusters Score -3483594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3483589.000000 Penalty: 3412.227051
	Iteration 55Q: 3 clusters Score -3483589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3483591.000000 Penalty: 3412.227051
	Iteration 56Q: 3 clusters Score -3483591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3483592.750000 Penalty: 3412.227051
	Iteration 57Q: 3 clusters Score -3483593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3483593.750000 Penalty: 3412.227051
	Iteration 58Q: 3 clusters Score -3483594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3483598.000000 Penalty: 3412.227051
	Iteration 59Q: 3 clusters Score -3483598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3483595.000000 Penalty: 3412.227051
	Iteration 60F: 3 clusters Score -3483595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3483593.000000 Penalty: 3412.227051
	Iteration 61Q: 3 clusters Score -3483593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3483593.750000 Penalty: 3412.227051
	Iteration 62Q: 3 clusters Score -3483594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3483598.000000 Penalty: 3412.227051
	Iteration 63Q: 3 clusters Score -3483598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3483601.000000 Penalty: 3412.227051
	Iteration 64Q: 3 clusters Score -3483601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3483596.500000 Penalty: 3412.227051
	Iteration 65Q: 3 clusters Score -3483596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3483595.500000 Penalty: 3412.227051
	Iteration 66Q: 3 clusters Score -3483596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3483597.000000 Penalty: 3412.227051
	Iteration 67Q: 3 clusters Score -3483597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3483592.750000 Penalty: 3412.227051
	Iteration 68Q: 3 clusters Score -3483593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3483592.750000 Penalty: 3412.227051
	Iteration 69Q: 3 clusters Score -3483593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3483595.500000 Penalty: 3412.227051
	Iteration 70Q: 3 clusters Score -3483596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3483594.750000 Penalty: 3412.227051
	Iteration 71Q: 3 clusters Score -3483595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3483594.000000 Penalty: 3412.227051
	Iteration 72Q: 3 clusters Score -3483594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3483594.000000 Penalty: 3412.227051
	Iteration 73F: 3 clusters Score -3483594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Entering Unmasked Estep 
Score: -4317972.000000 Penalty: 1737.300659
	Iteration 0F: 2 clusters Score -4317972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4298420.000000 Penalty: 3474.601318
	Iteration 0F: 3 clusters Score -4298420 nChanged 20634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -4310091.000000 Penalty: 3474.601318
	Iteration 1F: 3 clusters Score -4310091 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4310490.000000 Penalty: 3474.601318
	Iteration 2Q: 3 clusters Score -4310490 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4311001.000000 Penalty: 3474.601318
	Iteration 3Q: 3 clusters Score -4311001 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4311682.000000 Penalty: 3474.601318
	Iteration 4Q: 3 clusters Score -4311682 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -4312754.500000 Penalty: 3474.601318
	Iteration 5Q: 3 clusters Score -4312754 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4314511.000000 Penalty: 3474.601318
	Iteration 6F: 3 clusters Score -4314511 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4317269.500000 Penalty: 3474.601318
	Iteration 7F: 3 clusters Score -4317270 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4318906.000000 Penalty: 3474.601318
	Iteration 8F: 3 clusters Score -4318906 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -4317648.500000 Penalty: 3474.601318
	Iteration 9F: 3 clusters Score -4317648 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -4316842.500000 Penalty: 3474.601318
	Iteration 10Q: 3 clusters Score -4316842 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -4316658.500000 Penalty: 3474.601318
	Iteration 11Q: 3 clusters Score -4316658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -4316632.500000 Penalty: 3474.601318
	Iteration 12Q: 3 clusters Score -4316632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -4316625.500000 Penalty: 3474.601318
	Iteration 13Q: 3 clusters Score -4316626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -4316623.500000 Penalty: 3474.601318
	Iteration 14Q: 3 clusters Score -4316624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -4316643.500000 Penalty: 3474.601318
	Iteration 15Q: 3 clusters Score -4316644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -4316643.500000 Penalty: 3474.601318
	Iteration 16Q: 3 clusters Score -4316644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -4316652.500000 Penalty: 3474.601318
	Iteration 17Q: 3 clusters Score -4316652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -4316656.500000 Penalty: 3474.601318
	Iteration 18Q: 3 clusters Score -4316656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -4316654.000000 Penalty: 3474.601318
	Iteration 19Q: 3 clusters Score -4316654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -4316651.500000 Penalty: 3474.601318
	Iteration 20F: 3 clusters Score -4316652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -4316669.500000 Penalty: 3474.601318
	Iteration 21Q: 3 clusters Score -4316670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -4316670.500000 Penalty: 3474.601318
	Iteration 22Q: 3 clusters Score -4316670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -4316666.500000 Penalty: 3474.601318
	Iteration 23Q: 3 clusters Score -4316666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -4316671.500000 Penalty: 3474.601318
	Iteration 24Q: 3 clusters Score -4316672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -4316676.000000 Penalty: 3474.601318
	Iteration 25Q: 3 clusters Score -4316676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -4316689.000000 Penalty: 3474.601318
	Iteration 26Q: 3 clusters Score -4316689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -4316690.500000 Penalty: 3474.601318
	Iteration 27Q: 3 clusters Score -4316690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -4316691.000000 Penalty: 3474.601318
	Iteration 28Q: 3 clusters Score -4316691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -4316691.000000 Penalty: 3474.601318
	Iteration 29F: 3 clusters Score -4316691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -101665.992188 Penalty: 1162.243652
	Iteration 0F: 2 clusters Score -101666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -100070.296875 Penalty: 2324.487305
	Iteration 0F: 3 clusters Score -100070.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -100419.164062 Penalty: 2324.487305
	Iteration 1F: 3 clusters Score -100419.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -100544.898438 Penalty: 2324.487305
	Iteration 2F: 3 clusters Score -100544.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100608.250000 Penalty: 2324.487305
	Iteration 3F: 3 clusters Score -100608.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100647.664062 Penalty: 2324.487305
	Iteration 4Q: 3 clusters Score -100647.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100693.937500 Penalty: 2324.487305
	Iteration 5Q: 3 clusters Score -100693.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100747.656250 Penalty: 2324.487305
	Iteration 6Q: 3 clusters Score -100747.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100803.390625 Penalty: 2324.487305
	Iteration 7Q: 3 clusters Score -100803.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100845.882812 Penalty: 2324.487305
	Iteration 8Q: 3 clusters Score -100845.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100890.671875 Penalty: 2324.487305
	Iteration 9Q: 3 clusters Score -100890.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100925.679688 Penalty: 2324.487305
	Iteration 10Q: 3 clusters Score -100925.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100944.492188 Penalty: 2324.487305
	Iteration 11Q: 3 clusters Score -100944.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100960.851562 Penalty: 2324.487305
	Iteration 12Q: 3 clusters Score -100960.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100974.796875 Penalty: 2324.487305
	Iteration 13Q: 3 clusters Score -100974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100988.445312 Penalty: 2324.487305
	Iteration 14Q: 3 clusters Score -100988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100999.109375 Penalty: 2324.487305
	Iteration 15Q: 3 clusters Score -100999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101014.078125 Penalty: 2324.487305
	Iteration 16Q: 3 clusters Score -101014.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101035.140625 Penalty: 2324.487305
	Iteration 17Q: 3 clusters Score -101035.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101049.007812 Penalty: 2324.487305
	Iteration 18Q: 3 clusters Score -101049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101060.046875 Penalty: 2324.487305
	Iteration 19Q: 3 clusters Score -101060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101072.429688 Penalty: 2324.487305
	Iteration 20F: 3 clusters Score -101072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101086.992188 Penalty: 2324.487305
	Iteration 21Q: 3 clusters Score -101087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -101093.070312 Penalty: 2324.487305
	Iteration 22Q: 3 clusters Score -101093.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101100.734375 Penalty: 2324.487305
	Iteration 23Q: 3 clusters Score -101100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101104.062500 Penalty: 2324.487305
	Iteration 24Q: 3 clusters Score -101104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101104.914062 Penalty: 2324.487305
	Iteration 25Q: 3 clusters Score -101104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101106.703125 Penalty: 2324.487305
	Iteration 26Q: 3 clusters Score -101106.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101107.789062 Penalty: 2324.487305
	Iteration 27Q: 3 clusters Score -101107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101109.531250 Penalty: 2324.487305
	Iteration 28Q: 3 clusters Score -101109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101109.531250 Penalty: 2324.487305
	Iteration 29F: 3 clusters Score -101109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -527476.875000 Penalty: 1406.529053
	Iteration 0F: 2 clusters Score -527476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -523027.250000 Penalty: 2813.058105
	Iteration 0F: 3 clusters Score -523027.2 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -524331.250000 Penalty: 2813.058105
	Iteration 1F: 3 clusters Score -524331.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -524539.687500 Penalty: 2813.058105
	Iteration 2F: 3 clusters Score -524539.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -524676.562500 Penalty: 2813.058105
	Iteration 3F: 3 clusters Score -524676.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -524789.937500 Penalty: 2813.058105
	Iteration 4Q: 3 clusters Score -524789.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -524878.875000 Penalty: 2813.058105
	Iteration 5Q: 3 clusters Score -524878.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -524957.062500 Penalty: 2813.058105
	Iteration 6Q: 3 clusters Score -524957.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -525035.062500 Penalty: 2813.058105
	Iteration 7Q: 3 clusters Score -525035.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -525136.312500 Penalty: 2813.058105
	Iteration 8Q: 3 clusters Score -525136.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -525262.812500 Penalty: 2813.058105
	Iteration 9Q: 3 clusters Score -525262.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -525385.500000 Penalty: 2813.058105
	Iteration 10Q: 3 clusters Score -525385.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -525522.500000 Penalty: 2813.058105
	Iteration 11Q: 3 clusters Score -525522.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -525641.125000 Penalty: 2813.058105
	Iteration 12Q: 3 clusters Score -525641.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -525725.250000 Penalty: 2813.058105
	Iteration 13Q: 3 clusters Score -525725.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -525816.625000 Penalty: 2813.058105
	Iteration 14Q: 3 clusters Score -525816.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -525894.562500 Penalty: 2813.058105
	Iteration 15Q: 3 clusters Score -525894.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -525957.062500 Penalty: 2813.058105
	Iteration 16Q: 3 clusters Score -525957.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -526018.250000 Penalty: 2813.058105
	Iteration 17Q: 3 clusters Score -526018.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -526076.562500 Penalty: 2813.058105
	Iteration 18Q: 3 clusters Score -526076.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -526130.000000 Penalty: 2813.058105
	Iteration 19Q: 3 clusters Score -526130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -526181.187500 Penalty: 2813.058105
	Iteration 20F: 3 clusters Score -526181.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -526221.750000 Penalty: 2813.058105
	Iteration 21Q: 3 clusters Score -526221.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -526254.000000 Penalty: 2813.058105
	Iteration 22Q: 3 clusters Score -526254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -526281.312500 Penalty: 2813.058105
	Iteration 23Q: 3 clusters Score -526281.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -526304.562500 Penalty: 2813.058105
	Iteration 24Q: 3 clusters Score -526304.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -526315.187500 Penalty: 2813.058105
	Iteration 25Q: 3 clusters Score -526315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -526322.687500 Penalty: 2813.058105
	Iteration 26Q: 3 clusters Score -526322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -526327.000000 Penalty: 2813.058105
	Iteration 27Q: 3 clusters Score -526327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -526331.187500 Penalty: 2813.058105
	Iteration 28Q: 3 clusters Score -526331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -526331.687500 Penalty: 2813.058105
	Iteration 29Q: 3 clusters Score -526331.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -526333.312500 Penalty: 2813.058105
	Iteration 30Q: 3 clusters Score -526333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -526336.250000 Penalty: 2813.058105
	Iteration 31Q: 3 clusters Score -526336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -526336.562500 Penalty: 2813.058105
	Iteration 32Q: 3 clusters Score -526336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -526337.062500 Penalty: 2813.058105
	Iteration 33Q: 3 clusters Score -526337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -526339.062500 Penalty: 2813.058105
	Iteration 34Q: 3 clusters Score -526339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -526339.062500 Penalty: 2813.058105
	Iteration 35F: 3 clusters Score -526339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -210568.781250 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -210568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -208289.781250 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -208289.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -208805.218750 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -208805.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -208983.250000 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -208983.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -209146.843750 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -209146.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -209296.078125 Penalty: 2518.389648
	Iteration 4F: 3 clusters Score -209296.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -209436.109375 Penalty: 2518.389648
	Iteration 5F: 3 clusters Score -209436.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -209572.359375 Penalty: 2518.389648
	Iteration 6F: 3 clusters Score -209572.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -209700.078125 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -209700.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209815.515625 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -209815.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209893.890625 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -209893.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -209944.781250 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -209944.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209976.671875 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -209976.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209998.531250 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -209998.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210005.796875 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -210005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210011.515625 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -210011.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210016.453125 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -210016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210022.468750 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -210022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -210027.109375 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -210027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210029.187500 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -210029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210030.281250 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -210030.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210030.281250 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -210030.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -470191.000000 Penalty: 1389.288452
	Iteration 0F: 2 clusters Score -470191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -466097.250000 Penalty: 2778.576904
	Iteration 0F: 3 clusters Score -466097.2 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -467298.312500 Penalty: 2778.576904
	Iteration 1F: 3 clusters Score -467298.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -467617.250000 Penalty: 2778.576904
	Iteration 2F: 3 clusters Score -467617.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -467852.000000 Penalty: 2778.576904
	Iteration 3F: 3 clusters Score -467852 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -468000.812500 Penalty: 2778.576904
	Iteration 4Q: 3 clusters Score -468000.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -468124.812500 Penalty: 2778.576904
	Iteration 5Q: 3 clusters Score -468124.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -468250.468750 Penalty: 2778.576904
	Iteration 6Q: 3 clusters Score -468250.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -468350.968750 Penalty: 2778.576904
	Iteration 7Q: 3 clusters Score -468351 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -468463.656250 Penalty: 2778.576904
	Iteration 8Q: 3 clusters Score -468463.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -468552.656250 Penalty: 2778.576904
	Iteration 9Q: 3 clusters Score -468552.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -468628.156250 Penalty: 2778.576904
	Iteration 10Q: 3 clusters Score -468628.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -468697.468750 Penalty: 2778.576904
	Iteration 11Q: 3 clusters Score -468697.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -468768.843750 Penalty: 2778.576904
	Iteration 12Q: 3 clusters Score -468768.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -468850.687500 Penalty: 2778.576904
	Iteration 13Q: 3 clusters Score -468850.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -468947.000000 Penalty: 2778.576904
	Iteration 14Q: 3 clusters Score -468947 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -469035.531250 Penalty: 2778.576904
	Iteration 15Q: 3 clusters Score -469035.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -469139.750000 Penalty: 2778.576904
	Iteration 16Q: 3 clusters Score -469139.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -469230.000000 Penalty: 2778.576904
	Iteration 17Q: 3 clusters Score -469230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -469320.218750 Penalty: 2778.576904
	Iteration 18Q: 3 clusters Score -469320.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -469389.812500 Penalty: 2778.576904
	Iteration 19Q: 3 clusters Score -469389.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -469430.500000 Penalty: 2778.576904
	Iteration 20F: 3 clusters Score -469430.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -469455.218750 Penalty: 2778.576904
	Iteration 21Q: 3 clusters Score -469455.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -469470.437500 Penalty: 2778.576904
	Iteration 22Q: 3 clusters Score -469470.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -469482.625000 Penalty: 2778.576904
	Iteration 23Q: 3 clusters Score -469482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -469493.968750 Penalty: 2778.576904
	Iteration 24Q: 3 clusters Score -469494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -469501.187500 Penalty: 2778.576904
	Iteration 25Q: 3 clusters Score -469501.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -469506.218750 Penalty: 2778.576904
	Iteration 26Q: 3 clusters Score -469506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -469509.031250 Penalty: 2778.576904
	Iteration 27Q: 3 clusters Score -469509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -469510.812500 Penalty: 2778.576904
	Iteration 28Q: 3 clusters Score -469510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -469512.187500 Penalty: 2778.576904
	Iteration 29Q: 3 clusters Score -469512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -469513.125000 Penalty: 2778.576904
	Iteration 30Q: 3 clusters Score -469513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -469514.187500 Penalty: 2778.576904
	Iteration 31Q: 3 clusters Score -469514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -469514.656250 Penalty: 2778.576904
	Iteration 32Q: 3 clusters Score -469514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -469516.375000 Penalty: 2778.576904
	Iteration 33Q: 3 clusters Score -469516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -469517.656250 Penalty: 2778.576904
	Iteration 34Q: 3 clusters Score -469517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -469518.750000 Penalty: 2778.576904
	Iteration 35Q: 3 clusters Score -469518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -469519.000000 Penalty: 2778.576904
	Iteration 36Q: 3 clusters Score -469519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -469519.781250 Penalty: 2778.576904
	Iteration 37Q: 3 clusters Score -469519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -469519.781250 Penalty: 2778.576904
	Iteration 38F: 3 clusters Score -469519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -263521.187500 Penalty: 1293.722656
	Iteration 0F: 2 clusters Score -263521.2 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 1483 members 
Entering Unmasked Estep 
Score: -260893.906250 Penalty: 2587.445312
	Iteration 0F: 3 clusters Score -260893.9 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -261533.500000 Penalty: 2587.445312
	Iteration 1F: 3 clusters Score -261533.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -261719.703125 Penalty: 2587.445312
	Iteration 2F: 3 clusters Score -261719.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -261842.359375 Penalty: 2587.445312
	Iteration 3F: 3 clusters Score -261842.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -261945.312500 Penalty: 2587.445312
	Iteration 4F: 3 clusters Score -261945.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -262014.812500 Penalty: 2587.445312
	Iteration 5Q: 3 clusters Score -262014.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -262074.234375 Penalty: 2587.445312
	Iteration 6Q: 3 clusters Score -262074.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -262134.968750 Penalty: 2587.445312
	Iteration 7Q: 3 clusters Score -262135 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -262173.218750 Penalty: 2587.445312
	Iteration 8Q: 3 clusters Score -262173.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -262210.156250 Penalty: 2587.445312
	Iteration 9Q: 3 clusters Score -262210.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -262241.093750 Penalty: 2587.445312
	Iteration 10Q: 3 clusters Score -262241.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -262281.781250 Penalty: 2587.445312
	Iteration 11Q: 3 clusters Score -262281.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -262318.375000 Penalty: 2587.445312
	Iteration 12Q: 3 clusters Score -262318.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -262344.875000 Penalty: 2587.445312
	Iteration 13Q: 3 clusters Score -262344.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -262361.875000 Penalty: 2587.445312
	Iteration 14Q: 3 clusters Score -262361.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -262373.875000 Penalty: 2587.445312
	Iteration 15Q: 3 clusters Score -262373.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -262383.000000 Penalty: 2587.445312
	Iteration 16Q: 3 clusters Score -262383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -262392.250000 Penalty: 2587.445312
	Iteration 17Q: 3 clusters Score -262392.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -262402.531250 Penalty: 2587.445312
	Iteration 18Q: 3 clusters Score -262402.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -262410.093750 Penalty: 2587.445312
	Iteration 19Q: 3 clusters Score -262410.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -262414.656250 Penalty: 2587.445312
	Iteration 20F: 3 clusters Score -262414.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -262418.718750 Penalty: 2587.445312
	Iteration 21Q: 3 clusters Score -262418.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -262421.468750 Penalty: 2587.445312
	Iteration 22Q: 3 clusters Score -262421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -262424.250000 Penalty: 2587.445312
	Iteration 23Q: 3 clusters Score -262424.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -262426.656250 Penalty: 2587.445312
	Iteration 24Q: 3 clusters Score -262426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -262428.281250 Penalty: 2587.445312
	Iteration 25Q: 3 clusters Score -262428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -262428.468750 Penalty: 2587.445312
	Iteration 26Q: 3 clusters Score -262428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -262429.437500 Penalty: 2587.445312
	Iteration 27Q: 3 clusters Score -262429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -262431.250000 Penalty: 2587.445312
	Iteration 28Q: 3 clusters Score -262431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -262432.968750 Penalty: 2587.445312
	Iteration 29Q: 3 clusters Score -262433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -262433.062500 Penalty: 2587.445312
	Iteration 30Q: 3 clusters Score -262433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -262433.906250 Penalty: 2587.445312
	Iteration 31Q: 3 clusters Score -262433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -262435.062500 Penalty: 2587.445312
	Iteration 32Q: 3 clusters Score -262435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -262435.562500 Penalty: 2587.445312
	Iteration 33Q: 3 clusters Score -262435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -262435.625000 Penalty: 2587.445312
	Iteration 34Q: 3 clusters Score -262435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -262436.156250 Penalty: 2587.445312
	Iteration 35Q: 3 clusters Score -262436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -262435.968750 Penalty: 2587.445312
	Iteration 36Q: 3 clusters Score -262436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -262435.968750 Penalty: 2587.445312
	Iteration 37F: 3 clusters Score -262436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -94332.195312 Penalty: 1153.754395
	Iteration 0F: 2 clusters Score -94332.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -92803.585938 Penalty: 2307.508789
	Iteration 0F: 3 clusters Score -92803.59 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93313.320312 Penalty: 2307.508789
	Iteration 1F: 3 clusters Score -93313.32 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93513.015625 Penalty: 2307.508789
	Iteration 2F: 3 clusters Score -93513.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -93607.953125 Penalty: 2307.508789
	Iteration 3F: 3 clusters Score -93607.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93666.929688 Penalty: 2307.508789
	Iteration 4Q: 3 clusters Score -93666.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93701.734375 Penalty: 2307.508789
	Iteration 5Q: 3 clusters Score -93701.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93735.656250 Penalty: 2307.508789
	Iteration 6Q: 3 clusters Score -93735.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93768.085938 Penalty: 2307.508789
	Iteration 7Q: 3 clusters Score -93768.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93794.617188 Penalty: 2307.508789
	Iteration 8Q: 3 clusters Score -93794.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93823.429688 Penalty: 2307.508789
	Iteration 9Q: 3 clusters Score -93823.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93844.367188 Penalty: 2307.508789
	Iteration 10Q: 3 clusters Score -93844.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93859.664062 Penalty: 2307.508789
	Iteration 11Q: 3 clusters Score -93859.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93872.359375 Penalty: 2307.508789
	Iteration 12Q: 3 clusters Score -93872.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93879.132812 Penalty: 2307.508789
	Iteration 13Q: 3 clusters Score -93879.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93884.796875 Penalty: 2307.508789
	Iteration 14Q: 3 clusters Score -93884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93893.867188 Penalty: 2307.508789
	Iteration 15Q: 3 clusters Score -93893.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93897.101562 Penalty: 2307.508789
	Iteration 16Q: 3 clusters Score -93897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93900.531250 Penalty: 2307.508789
	Iteration 17Q: 3 clusters Score -93900.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93901.328125 Penalty: 2307.508789
	Iteration 18Q: 3 clusters Score -93901.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93903.968750 Penalty: 2307.508789
	Iteration 19Q: 3 clusters Score -93903.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93906.101562 Penalty: 2307.508789
	Iteration 20F: 3 clusters Score -93906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -93907.921875 Penalty: 2307.508789
	Iteration 21Q: 3 clusters Score -93907.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93913.039062 Penalty: 2307.508789
	Iteration 22Q: 3 clusters Score -93913.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93917.296875 Penalty: 2307.508789
	Iteration 23Q: 3 clusters Score -93917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -93919.742188 Penalty: 2307.508789
	Iteration 24Q: 3 clusters Score -93919.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93921.015625 Penalty: 2307.508789
	Iteration 25Q: 3 clusters Score -93921.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93921.015625 Penalty: 2307.508789
	Iteration 26F: 3 clusters Score -93921.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -432732.062500 Penalty: 1378.220703
	Iteration 0F: 2 clusters Score -432732.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -428916.531250 Penalty: 2756.441406
	Iteration 0F: 3 clusters Score -428916.5 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -430219.531250 Penalty: 2756.441406
	Iteration 1F: 3 clusters Score -430219.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -430552.406250 Penalty: 2756.441406
	Iteration 2F: 3 clusters Score -430552.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -430917.218750 Penalty: 2756.441406
	Iteration 3F: 3 clusters Score -430917.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -431298.031250 Penalty: 2756.441406
	Iteration 4F: 3 clusters Score -431298 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -431657.937500 Penalty: 2756.441406
	Iteration 5F: 3 clusters Score -431657.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -431972.437500 Penalty: 2756.441406
	Iteration 6F: 3 clusters Score -431972.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -432210.750000 Penalty: 2756.441406
	Iteration 7Q: 3 clusters Score -432210.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -432340.031250 Penalty: 2756.441406
	Iteration 8Q: 3 clusters Score -432340 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -432423.656250 Penalty: 2756.441406
	Iteration 9Q: 3 clusters Score -432423.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -432495.656250 Penalty: 2756.441406
	Iteration 10Q: 3 clusters Score -432495.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -432532.531250 Penalty: 2756.441406
	Iteration 11Q: 3 clusters Score -432532.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -432552.562500 Penalty: 2756.441406
	Iteration 12Q: 3 clusters Score -432552.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -432561.062500 Penalty: 2756.441406
	Iteration 13Q: 3 clusters Score -432561.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -432565.093750 Penalty: 2756.441406
	Iteration 14Q: 3 clusters Score -432565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -432567.687500 Penalty: 2756.441406
	Iteration 15Q: 3 clusters Score -432567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -432569.187500 Penalty: 2756.441406
	Iteration 16Q: 3 clusters Score -432569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -432570.468750 Penalty: 2756.441406
	Iteration 17Q: 3 clusters Score -432570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -432570.343750 Penalty: 2756.441406
	Iteration 18Q: 3 clusters Score -432570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -432570.343750 Penalty: 2756.441406
	Iteration 19F: 3 clusters Score -432570.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Entering Unmasked Estep 
Score: -2839546.250000 Penalty: 1674.308594
	Iteration 0F: 2 clusters Score -2839546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2819363.500000 Penalty: 3348.617188
	Iteration 0F: 3 clusters Score -2819364 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2826834.750000 Penalty: 3348.617188
	Iteration 1F: 3 clusters Score -2826835 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2827184.500000 Penalty: 3348.617188
	Iteration 2Q: 3 clusters Score -2827184 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2827487.750000 Penalty: 3348.617188
	Iteration 3Q: 3 clusters Score -2827488 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2827861.500000 Penalty: 3348.617188
	Iteration 4Q: 3 clusters Score -2827862 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2828275.750000 Penalty: 3348.617188
	Iteration 5Q: 3 clusters Score -2828276 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2828802.500000 Penalty: 3348.617188
	Iteration 6Q: 3 clusters Score -2828802 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2829543.000000 Penalty: 3348.617188
	Iteration 7Q: 3 clusters Score -2829543 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2830617.000000 Penalty: 3348.617188
	Iteration 8F: 3 clusters Score -2830617 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2832137.000000 Penalty: 3348.617188
	Iteration 9F: 3 clusters Score -2832137 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2833899.000000 Penalty: 3348.617188
	Iteration 10F: 3 clusters Score -2833899 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -2835510.250000 Penalty: 3348.617188
	Iteration 11F: 3 clusters Score -2835510 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2836700.750000 Penalty: 3348.617188
	Iteration 12Q: 3 clusters Score -2836701 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -2837379.000000 Penalty: 3348.617188
	Iteration 13Q: 3 clusters Score -2837379 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2837700.000000 Penalty: 3348.617188
	Iteration 14Q: 3 clusters Score -2837700 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -2837893.000000 Penalty: 3348.617188
	Iteration 15Q: 3 clusters Score -2837893 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -2838004.250000 Penalty: 3348.617188
	Iteration 16Q: 3 clusters Score -2838004 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -2838099.750000 Penalty: 3348.617188
	Iteration 17Q: 3 clusters Score -2838100 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -2838162.000000 Penalty: 3348.617188
	Iteration 18Q: 3 clusters Score -2838162 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -2838213.000000 Penalty: 3348.617188
	Iteration 19Q: 3 clusters Score -2838213 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -2838257.000000 Penalty: 3348.617188
	Iteration 20F: 3 clusters Score -2838257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2838307.500000 Penalty: 3348.617188
	Iteration 21Q: 3 clusters Score -2838308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -2838340.750000 Penalty: 3348.617188
	Iteration 22Q: 3 clusters Score -2838341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -2838381.000000 Penalty: 3348.617188
	Iteration 23Q: 3 clusters Score -2838381 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -2838418.000000 Penalty: 3348.617188
	Iteration 24Q: 3 clusters Score -2838418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2838443.500000 Penalty: 3348.617188
	Iteration 25Q: 3 clusters Score -2838444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2838478.000000 Penalty: 3348.617188
	Iteration 26Q: 3 clusters Score -2838478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2838486.500000 Penalty: 3348.617188
	Iteration 27Q: 3 clusters Score -2838486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2838507.000000 Penalty: 3348.617188
	Iteration 28Q: 3 clusters Score -2838507 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -2838522.250000 Penalty: 3348.617188
	Iteration 29Q: 3 clusters Score -2838522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -2838525.500000 Penalty: 3348.617188
	Iteration 30Q: 3 clusters Score -2838526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -2838530.000000 Penalty: 3348.617188
	Iteration 31Q: 3 clusters Score -2838530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2838541.250000 Penalty: 3348.617188
	Iteration 32Q: 3 clusters Score -2838541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2838535.500000 Penalty: 3348.617188
	Iteration 33Q: 3 clusters Score -2838536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -2838537.000000 Penalty: 3348.617188
	Iteration 34Q: 3 clusters Score -2838537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -2838537.000000 Penalty: 3348.617188
	Iteration 35Q: 3 clusters Score -2838537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -2838534.500000 Penalty: 3348.617188
	Iteration 36Q: 3 clusters Score -2838534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -2838541.750000 Penalty: 3348.617188
	Iteration 37Q: 3 clusters Score -2838542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2838542.000000 Penalty: 3348.617188
	Iteration 38Q: 3 clusters Score -2838542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2838537.500000 Penalty: 3348.617188
	Iteration 39Q: 3 clusters Score -2838538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -2838537.500000 Penalty: 3348.617188
	Iteration 40F: 3 clusters Score -2838538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2838538.000000 Penalty: 3348.617188
	Iteration 41Q: 3 clusters Score -2838538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -2838537.750000 Penalty: 3348.617188
	Iteration 42Q: 3 clusters Score -2838538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -2838538.000000 Penalty: 3348.617188
	Iteration 43Q: 3 clusters Score -2838538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -2838538.500000 Penalty: 3348.617188
	Iteration 44Q: 3 clusters Score -2838538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -2838537.250000 Penalty: 3348.617188
	Iteration 45Q: 3 clusters Score -2838537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -2838539.500000 Penalty: 3348.617188
	Iteration 46Q: 3 clusters Score -2838540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -2838541.750000 Penalty: 3348.617188
	Iteration 47Q: 3 clusters Score -2838542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2838542.500000 Penalty: 3348.617188
	Iteration 48Q: 3 clusters Score -2838542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2838542.500000 Penalty: 3348.617188
	Iteration 49F: 3 clusters Score -2838542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Entering Unmasked Estep 
Score: -2530028.000000 Penalty: 1662.735107
	Iteration 0F: 2 clusters Score -2530028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2511318.250000 Penalty: 3325.470215
	Iteration 0F: 3 clusters Score -2511318 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2518607.250000 Penalty: 3325.470215
	Iteration 1F: 3 clusters Score -2518607 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2519388.750000 Penalty: 3325.470215
	Iteration 2F: 3 clusters Score -2519389 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2520260.500000 Penalty: 3325.470215
	Iteration 3F: 3 clusters Score -2520260 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2521170.000000 Penalty: 3325.470215
	Iteration 4F: 3 clusters Score -2521170 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2521999.250000 Penalty: 3325.470215
	Iteration 5F: 3 clusters Score -2521999 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2522764.500000 Penalty: 3325.470215
	Iteration 6F: 3 clusters Score -2522764 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2523380.250000 Penalty: 3325.470215
	Iteration 7Q: 3 clusters Score -2523380 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2523909.250000 Penalty: 3325.470215
	Iteration 8Q: 3 clusters Score -2523909 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2524419.250000 Penalty: 3325.470215
	Iteration 9Q: 3 clusters Score -2524419 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2524876.250000 Penalty: 3325.470215
	Iteration 10Q: 3 clusters Score -2524876 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2525276.750000 Penalty: 3325.470215
	Iteration 11Q: 3 clusters Score -2525277 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2525665.000000 Penalty: 3325.470215
	Iteration 12Q: 3 clusters Score -2525665 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2525937.000000 Penalty: 3325.470215
	Iteration 13Q: 3 clusters Score -2525937 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2526166.750000 Penalty: 3325.470215
	Iteration 14Q: 3 clusters Score -2526167 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2526357.750000 Penalty: 3325.470215
	Iteration 15Q: 3 clusters Score -2526358 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2526563.000000 Penalty: 3325.470215
	Iteration 16Q: 3 clusters Score -2526563 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2526760.250000 Penalty: 3325.470215
	Iteration 17Q: 3 clusters Score -2526760 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2526947.250000 Penalty: 3325.470215
	Iteration 18Q: 3 clusters Score -2526947 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2527116.250000 Penalty: 3325.470215
	Iteration 19Q: 3 clusters Score -2527116 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2527322.750000 Penalty: 3325.470215
	Iteration 20F: 3 clusters Score -2527323 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2527537.250000 Penalty: 3325.470215
	Iteration 21Q: 3 clusters Score -2527537 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2527731.500000 Penalty: 3325.470215
	Iteration 22Q: 3 clusters Score -2527732 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2527922.000000 Penalty: 3325.470215
	Iteration 23Q: 3 clusters Score -2527922 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2528099.000000 Penalty: 3325.470215
	Iteration 24Q: 3 clusters Score -2528099 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2528235.750000 Penalty: 3325.470215
	Iteration 25Q: 3 clusters Score -2528236 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2528352.750000 Penalty: 3325.470215
	Iteration 26Q: 3 clusters Score -2528353 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2528455.750000 Penalty: 3325.470215
	Iteration 27Q: 3 clusters Score -2528456 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2528543.000000 Penalty: 3325.470215
	Iteration 28Q: 3 clusters Score -2528543 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2528592.500000 Penalty: 3325.470215
	Iteration 29Q: 3 clusters Score -2528592 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2528643.250000 Penalty: 3325.470215
	Iteration 30Q: 3 clusters Score -2528643 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2528695.000000 Penalty: 3325.470215
	Iteration 31Q: 3 clusters Score -2528695 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2528735.500000 Penalty: 3325.470215
	Iteration 32Q: 3 clusters Score -2528736 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2528780.250000 Penalty: 3325.470215
	Iteration 33Q: 3 clusters Score -2528780 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2528809.000000 Penalty: 3325.470215
	Iteration 34Q: 3 clusters Score -2528809 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2528841.750000 Penalty: 3325.470215
	Iteration 35Q: 3 clusters Score -2528842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2528870.250000 Penalty: 3325.470215
	Iteration 36Q: 3 clusters Score -2528870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2528903.000000 Penalty: 3325.470215
	Iteration 37Q: 3 clusters Score -2528903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2528922.250000 Penalty: 3325.470215
	Iteration 38Q: 3 clusters Score -2528922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2528942.000000 Penalty: 3325.470215
	Iteration 39Q: 3 clusters Score -2528942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2528962.750000 Penalty: 3325.470215
	Iteration 40F: 3 clusters Score -2528963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2528989.000000 Penalty: 3325.470215
	Iteration 41Q: 3 clusters Score -2528989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2529004.500000 Penalty: 3325.470215
	Iteration 42Q: 3 clusters Score -2529004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2529035.750000 Penalty: 3325.470215
	Iteration 43Q: 3 clusters Score -2529036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2529058.250000 Penalty: 3325.470215
	Iteration 44Q: 3 clusters Score -2529058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2529084.750000 Penalty: 3325.470215
	Iteration 45Q: 3 clusters Score -2529085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2529107.750000 Penalty: 3325.470215
	Iteration 46Q: 3 clusters Score -2529108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2529140.500000 Penalty: 3325.470215
	Iteration 47Q: 3 clusters Score -2529140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2529172.750000 Penalty: 3325.470215
	Iteration 48Q: 3 clusters Score -2529173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2529189.750000 Penalty: 3325.470215
	Iteration 49Q: 3 clusters Score -2529190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2529213.250000 Penalty: 3325.470215
	Iteration 50Q: 3 clusters Score -2529213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2529240.250000 Penalty: 3325.470215
	Iteration 51Q: 3 clusters Score -2529240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2529266.750000 Penalty: 3325.470215
	Iteration 52Q: 3 clusters Score -2529267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2529299.000000 Penalty: 3325.470215
	Iteration 53Q: 3 clusters Score -2529299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2529336.000000 Penalty: 3325.470215
	Iteration 54Q: 3 clusters Score -2529336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2529358.500000 Penalty: 3325.470215
	Iteration 55Q: 3 clusters Score -2529358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2529390.000000 Penalty: 3325.470215
	Iteration 56Q: 3 clusters Score -2529390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2529417.000000 Penalty: 3325.470215
	Iteration 57Q: 3 clusters Score -2529417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2529426.750000 Penalty: 3325.470215
	Iteration 58Q: 3 clusters Score -2529427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2529447.750000 Penalty: 3325.470215
	Iteration 59Q: 3 clusters Score -2529448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2529453.500000 Penalty: 3325.470215
	Iteration 60F: 3 clusters Score -2529454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2529463.000000 Penalty: 3325.470215
	Iteration 61Q: 3 clusters Score -2529463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2529482.000000 Penalty: 3325.470215
	Iteration 62Q: 3 clusters Score -2529482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2529488.500000 Penalty: 3325.470215
	Iteration 63Q: 3 clusters Score -2529488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2529493.750000 Penalty: 3325.470215
	Iteration 64Q: 3 clusters Score -2529494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2529501.250000 Penalty: 3325.470215
	Iteration 65Q: 3 clusters Score -2529501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2529503.250000 Penalty: 3325.470215
	Iteration 66Q: 3 clusters Score -2529503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2529503.750000 Penalty: 3325.470215
	Iteration 67Q: 3 clusters Score -2529504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2529507.250000 Penalty: 3325.470215
	Iteration 68Q: 3 clusters Score -2529507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2529508.500000 Penalty: 3325.470215
	Iteration 69Q: 3 clusters Score -2529508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2529508.750000 Penalty: 3325.470215
	Iteration 70Q: 3 clusters Score -2529509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2529509.500000 Penalty: 3325.470215
	Iteration 71Q: 3 clusters Score -2529510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2529509.500000 Penalty: 3325.470215
	Iteration 72F: 3 clusters Score -2529510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -415179.875000 Penalty: 1368.682739
	Iteration 0F: 2 clusters Score -415179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -411497.343750 Penalty: 2737.365479
	Iteration 0F: 3 clusters Score -411497.3 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -412575.031250 Penalty: 2737.365479
	Iteration 1F: 3 clusters Score -412575 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -412811.468750 Penalty: 2737.365479
	Iteration 2F: 3 clusters Score -412811.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -412996.062500 Penalty: 2737.365479
	Iteration 3F: 3 clusters Score -412996.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -413124.531250 Penalty: 2737.365479
	Iteration 4Q: 3 clusters Score -413124.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -413240.906250 Penalty: 2737.365479
	Iteration 5Q: 3 clusters Score -413240.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -413333.531250 Penalty: 2737.365479
	Iteration 6Q: 3 clusters Score -413333.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -413400.687500 Penalty: 2737.365479
	Iteration 7Q: 3 clusters Score -413400.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -413466.656250 Penalty: 2737.365479
	Iteration 8Q: 3 clusters Score -413466.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -413522.218750 Penalty: 2737.365479
	Iteration 9Q: 3 clusters Score -413522.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -413582.593750 Penalty: 2737.365479
	Iteration 10Q: 3 clusters Score -413582.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -413645.031250 Penalty: 2737.365479
	Iteration 11Q: 3 clusters Score -413645 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -413707.343750 Penalty: 2737.365479
	Iteration 12Q: 3 clusters Score -413707.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -413757.406250 Penalty: 2737.365479
	Iteration 13Q: 3 clusters Score -413757.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -413800.437500 Penalty: 2737.365479
	Iteration 14Q: 3 clusters Score -413800.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -413833.281250 Penalty: 2737.365479
	Iteration 15Q: 3 clusters Score -413833.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -413856.468750 Penalty: 2737.365479
	Iteration 16Q: 3 clusters Score -413856.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -413885.093750 Penalty: 2737.365479
	Iteration 17Q: 3 clusters Score -413885.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -413906.281250 Penalty: 2737.365479
	Iteration 18Q: 3 clusters Score -413906.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -413923.875000 Penalty: 2737.365479
	Iteration 19Q: 3 clusters Score -413923.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -413942.812500 Penalty: 2737.365479
	Iteration 20F: 3 clusters Score -413942.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -413955.000000 Penalty: 2737.365479
	Iteration 21Q: 3 clusters Score -413955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -413966.031250 Penalty: 2737.365479
	Iteration 22Q: 3 clusters Score -413966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -413980.312500 Penalty: 2737.365479
	Iteration 23Q: 3 clusters Score -413980.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -414000.218750 Penalty: 2737.365479
	Iteration 24Q: 3 clusters Score -414000.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -414016.718750 Penalty: 2737.365479
	Iteration 25Q: 3 clusters Score -414016.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -414026.312500 Penalty: 2737.365479
	Iteration 26Q: 3 clusters Score -414026.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -414033.625000 Penalty: 2737.365479
	Iteration 27Q: 3 clusters Score -414033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -414038.125000 Penalty: 2737.365479
	Iteration 28Q: 3 clusters Score -414038.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -414046.625000 Penalty: 2737.365479
	Iteration 29Q: 3 clusters Score -414046.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -414053.843750 Penalty: 2737.365479
	Iteration 30Q: 3 clusters Score -414053.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -414059.750000 Penalty: 2737.365479
	Iteration 31Q: 3 clusters Score -414059.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -414064.531250 Penalty: 2737.365479
	Iteration 32Q: 3 clusters Score -414064.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -414070.218750 Penalty: 2737.365479
	Iteration 33Q: 3 clusters Score -414070.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -414075.968750 Penalty: 2737.365479
	Iteration 34Q: 3 clusters Score -414076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -414077.937500 Penalty: 2737.365479
	Iteration 35Q: 3 clusters Score -414077.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -414081.781250 Penalty: 2737.365479
	Iteration 36Q: 3 clusters Score -414081.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -414086.531250 Penalty: 2737.365479
	Iteration 37Q: 3 clusters Score -414086.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -414089.750000 Penalty: 2737.365479
	Iteration 38Q: 3 clusters Score -414089.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -414093.937500 Penalty: 2737.365479
	Iteration 39Q: 3 clusters Score -414093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -414098.312500 Penalty: 2737.365479
	Iteration 40F: 3 clusters Score -414098.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -414100.875000 Penalty: 2737.365479
	Iteration 41Q: 3 clusters Score -414100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -414103.656250 Penalty: 2737.365479
	Iteration 42Q: 3 clusters Score -414103.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -414105.218750 Penalty: 2737.365479
	Iteration 43Q: 3 clusters Score -414105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -414106.968750 Penalty: 2737.365479
	Iteration 44Q: 3 clusters Score -414107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -414108.000000 Penalty: 2737.365479
	Iteration 45Q: 3 clusters Score -414108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -414107.937500 Penalty: 2737.365479
	Iteration 46Q: 3 clusters Score -414107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -414107.937500 Penalty: 2737.365479
	Iteration 47F: 3 clusters Score -414107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -127141.664062 Penalty: 1199.494019
	Iteration 0F: 2 clusters Score -127141.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -125350.742188 Penalty: 2398.988037
	Iteration 0F: 3 clusters Score -125350.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -125826.742188 Penalty: 2398.988037
	Iteration 1F: 3 clusters Score -125826.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -125978.109375 Penalty: 2398.988037
	Iteration 2F: 3 clusters Score -125978.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -126109.890625 Penalty: 2398.988037
	Iteration 3F: 3 clusters Score -126109.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -126218.109375 Penalty: 2398.988037
	Iteration 4F: 3 clusters Score -126218.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126287.507812 Penalty: 2398.988037
	Iteration 5Q: 3 clusters Score -126287.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -126349.328125 Penalty: 2398.988037
	Iteration 6Q: 3 clusters Score -126349.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -126389.664062 Penalty: 2398.988037
	Iteration 7Q: 3 clusters Score -126389.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -126423.796875 Penalty: 2398.988037
	Iteration 8Q: 3 clusters Score -126423.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -126457.320312 Penalty: 2398.988037
	Iteration 9Q: 3 clusters Score -126457.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -126496.312500 Penalty: 2398.988037
	Iteration 10Q: 3 clusters Score -126496.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126523.218750 Penalty: 2398.988037
	Iteration 11Q: 3 clusters Score -126523.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -126550.406250 Penalty: 2398.988037
	Iteration 12Q: 3 clusters Score -126550.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -126583.406250 Penalty: 2398.988037
	Iteration 13Q: 3 clusters Score -126583.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -126615.039062 Penalty: 2398.988037
	Iteration 14Q: 3 clusters Score -126615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -126637.437500 Penalty: 2398.988037
	Iteration 15Q: 3 clusters Score -126637.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -126657.218750 Penalty: 2398.988037
	Iteration 16Q: 3 clusters Score -126657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -126672.820312 Penalty: 2398.988037
	Iteration 17Q: 3 clusters Score -126672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126682.507812 Penalty: 2398.988037
	Iteration 18Q: 3 clusters Score -126682.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -126693.453125 Penalty: 2398.988037
	Iteration 19Q: 3 clusters Score -126693.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -126698.359375 Penalty: 2398.988037
	Iteration 20F: 3 clusters Score -126698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -126700.507812 Penalty: 2398.988037
	Iteration 21Q: 3 clusters Score -126700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -126703.390625 Penalty: 2398.988037
	Iteration 22Q: 3 clusters Score -126703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126703.773438 Penalty: 2398.988037
	Iteration 23Q: 3 clusters Score -126703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126703.773438 Penalty: 2398.988037
	Iteration 24F: 3 clusters Score -126703.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135159.031250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133381.375000 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133381.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133675.203125 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133675.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133751.375000 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133751.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133795.343750 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133795.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133826.468750 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133826.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -133850.531250 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133850.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133883.078125 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133883.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133913.375000 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -133913.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133944.562500 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -133944.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -133972.609375 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -133972.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134000.890625 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -134000.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134012.843750 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -134012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134021.359375 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -134021.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134028.984375 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -134029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134035.093750 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -134035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134038.843750 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -134038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -134042.796875 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -134042.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134052.828125 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -134052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134059.500000 Penalty: 2374.404541
	Iteration 18Q: 3 clusters Score -134059.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134068.546875 Penalty: 2374.404541
	Iteration 19Q: 3 clusters Score -134068.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134076.031250 Penalty: 2374.404541
	Iteration 20F: 3 clusters Score -134076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -134084.109375 Penalty: 2374.404541
	Iteration 21Q: 3 clusters Score -134084.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134095.312500 Penalty: 2374.404541
	Iteration 22Q: 3 clusters Score -134095.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -134107.125000 Penalty: 2374.404541
	Iteration 23Q: 3 clusters Score -134107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134115.515625 Penalty: 2374.404541
	Iteration 24Q: 3 clusters Score -134115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -134120.437500 Penalty: 2374.404541
	Iteration 25Q: 3 clusters Score -134120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -134123.671875 Penalty: 2374.404541
	Iteration 26Q: 3 clusters Score -134123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -134125.875000 Penalty: 2374.404541
	Iteration 27Q: 3 clusters Score -134125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -134128.062500 Penalty: 2374.404541
	Iteration 28Q: 3 clusters Score -134128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -134134.515625 Penalty: 2374.404541
	Iteration 29Q: 3 clusters Score -134134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134137.890625 Penalty: 2374.404541
	Iteration 30Q: 3 clusters Score -134137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -134139.015625 Penalty: 2374.404541
	Iteration 31Q: 3 clusters Score -134139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134141.437500 Penalty: 2374.404541
	Iteration 32Q: 3 clusters Score -134141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134141.578125 Penalty: 2374.404541
	Iteration 33Q: 3 clusters Score -134141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -134141.906250 Penalty: 2374.404541
	Iteration 34Q: 3 clusters Score -134141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -134142.234375 Penalty: 2374.404541
	Iteration 35Q: 3 clusters Score -134142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -134142.453125 Penalty: 2374.404541
	Iteration 36Q: 3 clusters Score -134142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -134142.687500 Penalty: 2374.404541
	Iteration 37Q: 3 clusters Score -134142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -134142.687500 Penalty: 2374.404541
	Iteration 38F: 3 clusters Score -134142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -223733.062500 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -223733.1 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 1248 members 
Entering Unmasked Estep 
Score: -221355.140625 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -221355.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -221872.234375 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -221872.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -222004.187500 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -222004.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -222072.359375 Penalty: 2534.520020
	Iteration 3Q: 3 clusters Score -222072.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -222115.812500 Penalty: 2534.520020
	Iteration 4Q: 3 clusters Score -222115.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -222151.187500 Penalty: 2534.520020
	Iteration 5Q: 3 clusters Score -222151.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -222189.718750 Penalty: 2534.520020
	Iteration 6Q: 3 clusters Score -222189.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -222222.109375 Penalty: 2534.520020
	Iteration 7Q: 3 clusters Score -222222.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -222256.875000 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -222256.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -222282.625000 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -222282.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -222309.312500 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -222309.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -222337.656250 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -222337.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -222357.187500 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -222357.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -222382.812500 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -222382.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -222416.812500 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -222416.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -222451.968750 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -222452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -222490.953125 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -222491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -222526.781250 Penalty: 2534.520020
	Iteration 17Q: 3 clusters Score -222526.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -222559.187500 Penalty: 2534.520020
	Iteration 18Q: 3 clusters Score -222559.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -222594.078125 Penalty: 2534.520020
	Iteration 19Q: 3 clusters Score -222594.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -222622.281250 Penalty: 2534.520020
	Iteration 20F: 3 clusters Score -222622.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -222643.421875 Penalty: 2534.520020
	Iteration 21Q: 3 clusters Score -222643.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -222655.359375 Penalty: 2534.520020
	Iteration 22Q: 3 clusters Score -222655.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -222669.234375 Penalty: 2534.520020
	Iteration 23Q: 3 clusters Score -222669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -222683.171875 Penalty: 2534.520020
	Iteration 24Q: 3 clusters Score -222683.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -222695.875000 Penalty: 2534.520020
	Iteration 25Q: 3 clusters Score -222695.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -222709.046875 Penalty: 2534.520020
	Iteration 26Q: 3 clusters Score -222709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -222721.265625 Penalty: 2534.520020
	Iteration 27Q: 3 clusters Score -222721.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -222732.609375 Penalty: 2534.520020
	Iteration 28Q: 3 clusters Score -222732.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -222740.671875 Penalty: 2534.520020
	Iteration 29Q: 3 clusters Score -222740.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -222749.437500 Penalty: 2534.520020
	Iteration 30Q: 3 clusters Score -222749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -222754.656250 Penalty: 2534.520020
	Iteration 31Q: 3 clusters Score -222754.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -222761.843750 Penalty: 2534.520020
	Iteration 32Q: 3 clusters Score -222761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -222767.078125 Penalty: 2534.520020
	Iteration 33Q: 3 clusters Score -222767.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -222771.875000 Penalty: 2534.520020
	Iteration 34Q: 3 clusters Score -222771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -222777.250000 Penalty: 2534.520020
	Iteration 35Q: 3 clusters Score -222777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -222784.187500 Penalty: 2534.520020
	Iteration 36Q: 3 clusters Score -222784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -222796.609375 Penalty: 2534.520020
	Iteration 37Q: 3 clusters Score -222796.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -222806.625000 Penalty: 2534.520020
	Iteration 38Q: 3 clusters Score -222806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -222821.421875 Penalty: 2534.520020
	Iteration 39Q: 3 clusters Score -222821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -222843.171875 Penalty: 2534.520020
	Iteration 40F: 3 clusters Score -222843.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -222866.890625 Penalty: 2534.520020
	Iteration 41Q: 3 clusters Score -222866.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -222883.609375 Penalty: 2534.520020
	Iteration 42Q: 3 clusters Score -222883.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -222908.234375 Penalty: 2534.520020
	Iteration 43Q: 3 clusters Score -222908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -222915.953125 Penalty: 2534.520020
	Iteration 44Q: 3 clusters Score -222916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -222921.531250 Penalty: 2534.520020
	Iteration 45Q: 3 clusters Score -222921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -222928.921875 Penalty: 2534.520020
	Iteration 46Q: 3 clusters Score -222928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -222933.125000 Penalty: 2534.520020
	Iteration 47Q: 3 clusters Score -222933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -222936.234375 Penalty: 2534.520020
	Iteration 48Q: 3 clusters Score -222936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -222937.640625 Penalty: 2534.520020
	Iteration 49Q: 3 clusters Score -222937.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -222937.640625 Penalty: 2534.520020
	Iteration 50F: 3 clusters Score -222937.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -78054.187500 Penalty: 1112.282471
	Iteration 0F: 2 clusters Score -78054.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76678.976562 Penalty: 2224.564941
	Iteration 0F: 3 clusters Score -76678.98 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76881.609375 Penalty: 2224.564941
	Iteration 1F: 3 clusters Score -76881.61 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -76960.156250 Penalty: 2224.564941
	Iteration 2F: 3 clusters Score -76960.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -76999.601562 Penalty: 2224.564941
	Iteration 3Q: 3 clusters Score -76999.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -77034.828125 Penalty: 2224.564941
	Iteration 4Q: 3 clusters Score -77034.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77068.101562 Penalty: 2224.564941
	Iteration 5Q: 3 clusters Score -77068.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -77096.523438 Penalty: 2224.564941
	Iteration 6Q: 3 clusters Score -77096.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -77130.312500 Penalty: 2224.564941
	Iteration 7Q: 3 clusters Score -77130.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -77149.851562 Penalty: 2224.564941
	Iteration 8Q: 3 clusters Score -77149.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -77159.304688 Penalty: 2224.564941
	Iteration 9Q: 3 clusters Score -77159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -77165.257812 Penalty: 2224.564941
	Iteration 10Q: 3 clusters Score -77165.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -77171.000000 Penalty: 2224.564941
	Iteration 11Q: 3 clusters Score -77171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -77173.851562 Penalty: 2224.564941
	Iteration 12Q: 3 clusters Score -77173.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -77179.929688 Penalty: 2224.564941
	Iteration 13Q: 3 clusters Score -77179.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -77185.250000 Penalty: 2224.564941
	Iteration 14Q: 3 clusters Score -77185.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77189.640625 Penalty: 2224.564941
	Iteration 15Q: 3 clusters Score -77189.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -77193.031250 Penalty: 2224.564941
	Iteration 16Q: 3 clusters Score -77193.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -77194.710938 Penalty: 2224.564941
	Iteration 17Q: 3 clusters Score -77194.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -77196.421875 Penalty: 2224.564941
	Iteration 18Q: 3 clusters Score -77196.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -77197.796875 Penalty: 2224.564941
	Iteration 19Q: 3 clusters Score -77197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -77200.257812 Penalty: 2224.564941
	Iteration 20F: 3 clusters Score -77200.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -77200.968750 Penalty: 2224.564941
	Iteration 21Q: 3 clusters Score -77200.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -77202.960938 Penalty: 2224.564941
	Iteration 22Q: 3 clusters Score -77202.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -77204.093750 Penalty: 2224.564941
	Iteration 23Q: 3 clusters Score -77204.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -77204.093750 Penalty: 2224.564941
	Iteration 24F: 3 clusters Score -77204.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Entering Unmasked Estep 
Score: -298876.343750 Penalty: 1313.139160
	Iteration 0F: 2 clusters Score -298876.3 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 1609 members 
Entering Unmasked Estep 
Score: -295988.218750 Penalty: 2626.278320
	Iteration 0F: 3 clusters Score -295988.2 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -296667.500000 Penalty: 2626.278320
	Iteration 1F: 3 clusters Score -296667.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -296804.968750 Penalty: 2626.278320
	Iteration 2F: 3 clusters Score -296805 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -296893.937500 Penalty: 2626.278320
	Iteration 3F: 3 clusters Score -296893.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -296946.031250 Penalty: 2626.278320
	Iteration 4Q: 3 clusters Score -296946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -296985.531250 Penalty: 2626.278320
	Iteration 5Q: 3 clusters Score -296985.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297025.468750 Penalty: 2626.278320
	Iteration 6Q: 3 clusters Score -297025.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -297061.562500 Penalty: 2626.278320
	Iteration 7Q: 3 clusters Score -297061.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -297092.156250 Penalty: 2626.278320
	Iteration 8Q: 3 clusters Score -297092.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -297122.218750 Penalty: 2626.278320
	Iteration 9Q: 3 clusters Score -297122.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -297148.250000 Penalty: 2626.278320
	Iteration 10Q: 3 clusters Score -297148.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -297167.968750 Penalty: 2626.278320
	Iteration 11Q: 3 clusters Score -297168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -297184.562500 Penalty: 2626.278320
	Iteration 12Q: 3 clusters Score -297184.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -297201.718750 Penalty: 2626.278320
	Iteration 13Q: 3 clusters Score -297201.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297221.125000 Penalty: 2626.278320
	Iteration 14Q: 3 clusters Score -297221.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297241.937500 Penalty: 2626.278320
	Iteration 15Q: 3 clusters Score -297241.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -297271.187500 Penalty: 2626.278320
	Iteration 16Q: 3 clusters Score -297271.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -297302.250000 Penalty: 2626.278320
	Iteration 17Q: 3 clusters Score -297302.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -297330.093750 Penalty: 2626.278320
	Iteration 18Q: 3 clusters Score -297330.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -297361.531250 Penalty: 2626.278320
	Iteration 19Q: 3 clusters Score -297361.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -297389.875000 Penalty: 2626.278320
	Iteration 20F: 3 clusters Score -297389.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -297417.281250 Penalty: 2626.278320
	Iteration 21Q: 3 clusters Score -297417.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -297452.625000 Penalty: 2626.278320
	Iteration 22Q: 3 clusters Score -297452.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -297505.156250 Penalty: 2626.278320
	Iteration 23Q: 3 clusters Score -297505.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -297547.937500 Penalty: 2626.278320
	Iteration 24Q: 3 clusters Score -297547.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -297583.187500 Penalty: 2626.278320
	Iteration 25Q: 3 clusters Score -297583.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -297602.437500 Penalty: 2626.278320
	Iteration 26Q: 3 clusters Score -297602.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -297624.187500 Penalty: 2626.278320
	Iteration 27Q: 3 clusters Score -297624.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -297644.843750 Penalty: 2626.278320
	Iteration 28Q: 3 clusters Score -297644.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -297669.375000 Penalty: 2626.278320
	Iteration 29Q: 3 clusters Score -297669.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -297694.250000 Penalty: 2626.278320
	Iteration 30Q: 3 clusters Score -297694.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -297722.062500 Penalty: 2626.278320
	Iteration 31Q: 3 clusters Score -297722.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -297763.593750 Penalty: 2626.278320
	Iteration 32Q: 3 clusters Score -297763.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -297829.562500 Penalty: 2626.278320
	Iteration 33Q: 3 clusters Score -297829.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -297912.656250 Penalty: 2626.278320
	Iteration 34Q: 3 clusters Score -297912.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -298022.593750 Penalty: 2626.278320
	Iteration 35Q: 3 clusters Score -298022.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -298084.500000 Penalty: 2626.278320
	Iteration 36Q: 3 clusters Score -298084.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -298127.750000 Penalty: 2626.278320
	Iteration 37Q: 3 clusters Score -298127.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -298165.250000 Penalty: 2626.278320
	Iteration 38Q: 3 clusters Score -298165.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -298194.031250 Penalty: 2626.278320
	Iteration 39Q: 3 clusters Score -298194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -298228.468750 Penalty: 2626.278320
	Iteration 40F: 3 clusters Score -298228.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -298261.687500 Penalty: 2626.278320
	Iteration 41Q: 3 clusters Score -298261.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -298286.031250 Penalty: 2626.278320
	Iteration 42Q: 3 clusters Score -298286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -298303.750000 Penalty: 2626.278320
	Iteration 43Q: 3 clusters Score -298303.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -298321.062500 Penalty: 2626.278320
	Iteration 44Q: 3 clusters Score -298321.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -298338.968750 Penalty: 2626.278320
	Iteration 45Q: 3 clusters Score -298339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -298358.750000 Penalty: 2626.278320
	Iteration 46Q: 3 clusters Score -298358.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -298378.250000 Penalty: 2626.278320
	Iteration 47Q: 3 clusters Score -298378.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -298394.812500 Penalty: 2626.278320
	Iteration 48Q: 3 clusters Score -298394.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -298419.781250 Penalty: 2626.278320
	Iteration 49Q: 3 clusters Score -298419.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -298450.750000 Penalty: 2626.278320
	Iteration 50Q: 3 clusters Score -298450.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -298505.281250 Penalty: 2626.278320
	Iteration 51Q: 3 clusters Score -298505.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -298556.218750 Penalty: 2626.278320
	Iteration 52Q: 3 clusters Score -298556.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -298599.093750 Penalty: 2626.278320
	Iteration 53Q: 3 clusters Score -298599.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -298641.281250 Penalty: 2626.278320
	Iteration 54Q: 3 clusters Score -298641.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -298660.156250 Penalty: 2626.278320
	Iteration 55Q: 3 clusters Score -298660.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -298673.906250 Penalty: 2626.278320
	Iteration 56Q: 3 clusters Score -298673.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298679.031250 Penalty: 2626.278320
	Iteration 57Q: 3 clusters Score -298679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -298681.125000 Penalty: 2626.278320
	Iteration 58Q: 3 clusters Score -298681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -298681.781250 Penalty: 2626.278320
	Iteration 59Q: 3 clusters Score -298681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -298687.406250 Penalty: 2626.278320
	Iteration 60F: 3 clusters Score -298687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -298691.625000 Penalty: 2626.278320
	Iteration 61Q: 3 clusters Score -298691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -298693.250000 Penalty: 2626.278320
	Iteration 62Q: 3 clusters Score -298693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -298694.437500 Penalty: 2626.278320
	Iteration 63Q: 3 clusters Score -298694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -298696.062500 Penalty: 2626.278320
	Iteration 64Q: 3 clusters Score -298696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -298696.000000 Penalty: 2626.278320
	Iteration 65Q: 3 clusters Score -298696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -298696.593750 Penalty: 2626.278320
	Iteration 66Q: 3 clusters Score -298696.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -298696.593750 Penalty: 2626.278320
	Iteration 67F: 3 clusters Score -298696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -341402.781250 Penalty: 1335.684326
	Iteration 0F: 2 clusters Score -341402.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -338223.281250 Penalty: 2671.368652
	Iteration 0F: 3 clusters Score -338223.3 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -339031.156250 Penalty: 2671.368652
	Iteration 1F: 3 clusters Score -339031.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -339170.156250 Penalty: 2671.368652
	Iteration 2F: 3 clusters Score -339170.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -339287.500000 Penalty: 2671.368652
	Iteration 3F: 3 clusters Score -339287.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -339396.875000 Penalty: 2671.368652
	Iteration 4F: 3 clusters Score -339396.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -339498.812500 Penalty: 2671.368652
	Iteration 5Q: 3 clusters Score -339498.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -339596.562500 Penalty: 2671.368652
	Iteration 6Q: 3 clusters Score -339596.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -339696.250000 Penalty: 2671.368652
	Iteration 7Q: 3 clusters Score -339696.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -339801.625000 Penalty: 2671.368652
	Iteration 8Q: 3 clusters Score -339801.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -339901.468750 Penalty: 2671.368652
	Iteration 9Q: 3 clusters Score -339901.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -339981.968750 Penalty: 2671.368652
	Iteration 10Q: 3 clusters Score -339982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -340052.062500 Penalty: 2671.368652
	Iteration 11Q: 3 clusters Score -340052.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -340110.468750 Penalty: 2671.368652
	Iteration 12Q: 3 clusters Score -340110.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -340166.656250 Penalty: 2671.368652
	Iteration 13Q: 3 clusters Score -340166.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -340203.156250 Penalty: 2671.368652
	Iteration 14Q: 3 clusters Score -340203.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -340235.562500 Penalty: 2671.368652
	Iteration 15Q: 3 clusters Score -340235.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -340268.406250 Penalty: 2671.368652
	Iteration 16Q: 3 clusters Score -340268.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -340290.625000 Penalty: 2671.368652
	Iteration 17Q: 3 clusters Score -340290.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -340312.093750 Penalty: 2671.368652
	Iteration 18Q: 3 clusters Score -340312.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -340332.375000 Penalty: 2671.368652
	Iteration 19Q: 3 clusters Score -340332.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -340356.531250 Penalty: 2671.368652
	Iteration 20F: 3 clusters Score -340356.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -340377.625000 Penalty: 2671.368652
	Iteration 21Q: 3 clusters Score -340377.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -340396.625000 Penalty: 2671.368652
	Iteration 22Q: 3 clusters Score -340396.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -340411.375000 Penalty: 2671.368652
	Iteration 23Q: 3 clusters Score -340411.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -340425.000000 Penalty: 2671.368652
	Iteration 24Q: 3 clusters Score -340425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -340441.218750 Penalty: 2671.368652
	Iteration 25Q: 3 clusters Score -340441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -340457.500000 Penalty: 2671.368652
	Iteration 26Q: 3 clusters Score -340457.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -340469.062500 Penalty: 2671.368652
	Iteration 27Q: 3 clusters Score -340469.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -340474.343750 Penalty: 2671.368652
	Iteration 28Q: 3 clusters Score -340474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -340483.906250 Penalty: 2671.368652
	Iteration 29Q: 3 clusters Score -340483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -340492.781250 Penalty: 2671.368652
	Iteration 30Q: 3 clusters Score -340492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -340493.750000 Penalty: 2671.368652
	Iteration 31Q: 3 clusters Score -340493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -340494.937500 Penalty: 2671.368652
	Iteration 32Q: 3 clusters Score -340494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -340496.687500 Penalty: 2671.368652
	Iteration 33Q: 3 clusters Score -340496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -340499.750000 Penalty: 2671.368652
	Iteration 34Q: 3 clusters Score -340499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -340502.125000 Penalty: 2671.368652
	Iteration 35Q: 3 clusters Score -340502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -340503.906250 Penalty: 2671.368652
	Iteration 36Q: 3 clusters Score -340503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -340504.906250 Penalty: 2671.368652
	Iteration 37Q: 3 clusters Score -340504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -340505.312500 Penalty: 2671.368652
	Iteration 38Q: 3 clusters Score -340505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -340505.312500 Penalty: 2671.368652
	Iteration 39F: 3 clusters Score -340505.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -142451.546875 Penalty: 1192.358032
	Iteration 0F: 2 clusters Score -142451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -140657.062500 Penalty: 2384.716064
	Iteration 0F: 3 clusters Score -140657.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -141018.562500 Penalty: 2384.716064
	Iteration 1F: 3 clusters Score -141018.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -141115.906250 Penalty: 2384.716064
	Iteration 2F: 3 clusters Score -141115.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -141173.109375 Penalty: 2384.716064
	Iteration 3Q: 3 clusters Score -141173.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -141213.281250 Penalty: 2384.716064
	Iteration 4Q: 3 clusters Score -141213.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -141246.593750 Penalty: 2384.716064
	Iteration 5Q: 3 clusters Score -141246.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -141276.156250 Penalty: 2384.716064
	Iteration 6Q: 3 clusters Score -141276.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -141297.125000 Penalty: 2384.716064
	Iteration 7Q: 3 clusters Score -141297.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -141316.718750 Penalty: 2384.716064
	Iteration 8Q: 3 clusters Score -141316.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -141332.656250 Penalty: 2384.716064
	Iteration 9Q: 3 clusters Score -141332.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -141346.140625 Penalty: 2384.716064
	Iteration 10Q: 3 clusters Score -141346.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -141358.390625 Penalty: 2384.716064
	Iteration 11Q: 3 clusters Score -141358.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -141364.640625 Penalty: 2384.716064
	Iteration 12Q: 3 clusters Score -141364.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -141370.484375 Penalty: 2384.716064
	Iteration 13Q: 3 clusters Score -141370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -141375.046875 Penalty: 2384.716064
	Iteration 14Q: 3 clusters Score -141375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -141378.109375 Penalty: 2384.716064
	Iteration 15Q: 3 clusters Score -141378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -141379.265625 Penalty: 2384.716064
	Iteration 16Q: 3 clusters Score -141379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -141383.203125 Penalty: 2384.716064
	Iteration 17Q: 3 clusters Score -141383.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -141387.406250 Penalty: 2384.716064
	Iteration 18Q: 3 clusters Score -141387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -141394.921875 Penalty: 2384.716064
	Iteration 19Q: 3 clusters Score -141394.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -141403.437500 Penalty: 2384.716064
	Iteration 20F: 3 clusters Score -141403.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -141413.437500 Penalty: 2384.716064
	Iteration 21Q: 3 clusters Score -141413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -141421.140625 Penalty: 2384.716064
	Iteration 22Q: 3 clusters Score -141421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -141428.421875 Penalty: 2384.716064
	Iteration 23Q: 3 clusters Score -141428.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -141434.781250 Penalty: 2384.716064
	Iteration 24Q: 3 clusters Score -141434.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -141438.828125 Penalty: 2384.716064
	Iteration 25Q: 3 clusters Score -141438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -141443.984375 Penalty: 2384.716064
	Iteration 26Q: 3 clusters Score -141444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -141446.421875 Penalty: 2384.716064
	Iteration 27Q: 3 clusters Score -141446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -141448.125000 Penalty: 2384.716064
	Iteration 28Q: 3 clusters Score -141448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141449.109375 Penalty: 2384.716064
	Iteration 29Q: 3 clusters Score -141449.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -141449.953125 Penalty: 2384.716064
	Iteration 30Q: 3 clusters Score -141450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -141450.281250 Penalty: 2384.716064
	Iteration 31Q: 3 clusters Score -141450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -141450.812500 Penalty: 2384.716064
	Iteration 32Q: 3 clusters Score -141450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -141452.031250 Penalty: 2384.716064
	Iteration 33Q: 3 clusters Score -141452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -141454.921875 Penalty: 2384.716064
	Iteration 34Q: 3 clusters Score -141454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -141456.359375 Penalty: 2384.716064
	Iteration 35Q: 3 clusters Score -141456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -141458.046875 Penalty: 2384.716064
	Iteration 36Q: 3 clusters Score -141458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141458.546875 Penalty: 2384.716064
	Iteration 37Q: 3 clusters Score -141458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -141460.687500 Penalty: 2384.716064
	Iteration 38Q: 3 clusters Score -141460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -141460.687500 Penalty: 2384.716064
	Iteration 39F: 3 clusters Score -141460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -96534.781250 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -96534.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95080.437500 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -95080.44 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95365.335938 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -95365.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95438.179688 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -95438.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95468.164062 Penalty: 2268.222168
	Iteration 3Q: 3 clusters Score -95468.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95486.843750 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -95486.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95497.328125 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -95497.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95507.226562 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -95507.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95511.898438 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -95511.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95523.359375 Penalty: 2268.222168
	Iteration 8Q: 3 clusters Score -95523.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95529.265625 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -95529.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95534.492188 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -95534.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95536.281250 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -95536.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95536.281250 Penalty: 2268.222168
	Iteration 12F: 3 clusters Score -95536.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -432102.437500 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -432102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -428307.656250 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -428307.7 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -429394.781250 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -429394.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -429590.875000 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -429590.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -429720.843750 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -429720.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -429817.500000 Penalty: 2742.961182
	Iteration 4Q: 3 clusters Score -429817.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -429888.718750 Penalty: 2742.961182
	Iteration 5Q: 3 clusters Score -429888.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -429970.218750 Penalty: 2742.961182
	Iteration 6Q: 3 clusters Score -429970.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -430042.000000 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -430042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -430104.125000 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -430104.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -430176.656250 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -430176.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -430254.156250 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -430254.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -430357.125000 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -430357.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -430483.843750 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -430483.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -430642.093750 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -430642.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -430805.562500 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -430805.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -430932.000000 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -430932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -431042.312500 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -431042.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -431139.218750 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -431139.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -431222.718750 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -431222.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -431271.718750 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -431271.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -431311.812500 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -431311.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -431329.656250 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -431329.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -431338.687500 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -431338.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -431345.125000 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -431345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -431349.937500 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -431349.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -431352.281250 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -431352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -431352.968750 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -431353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -431353.156250 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -431353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -431353.562500 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -431353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -431354.250000 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -431354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -431354.250000 Penalty: 2742.961182
	Iteration 30F: 3 clusters Score -431354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Entering Unmasked Estep 
Score: -1706421.375000 Penalty: 1591.335693
	Iteration 0F: 2 clusters Score -1706421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1694186.500000 Penalty: 3182.671387
	Iteration 0F: 3 clusters Score -1694186 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1698528.750000 Penalty: 3182.671387
	Iteration 1F: 3 clusters Score -1698529 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1698788.625000 Penalty: 3182.671387
	Iteration 2Q: 3 clusters Score -1698789 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1698986.250000 Penalty: 3182.671387
	Iteration 3Q: 3 clusters Score -1698986 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1699163.750000 Penalty: 3182.671387
	Iteration 4Q: 3 clusters Score -1699164 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1699354.500000 Penalty: 3182.671387
	Iteration 5Q: 3 clusters Score -1699354 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1699555.250000 Penalty: 3182.671387
	Iteration 6Q: 3 clusters Score -1699555 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1699796.375000 Penalty: 3182.671387
	Iteration 7Q: 3 clusters Score -1699796 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1700136.500000 Penalty: 3182.671387
	Iteration 8Q: 3 clusters Score -1700136 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1700650.125000 Penalty: 3182.671387
	Iteration 9Q: 3 clusters Score -1700650 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1701383.750000 Penalty: 3182.671387
	Iteration 10F: 3 clusters Score -1701384 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1702248.750000 Penalty: 3182.671387
	Iteration 11F: 3 clusters Score -1702249 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1703112.750000 Penalty: 3182.671387
	Iteration 12F: 3 clusters Score -1703113 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1703802.500000 Penalty: 3182.671387
	Iteration 13Q: 3 clusters Score -1703802 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1704289.125000 Penalty: 3182.671387
	Iteration 14Q: 3 clusters Score -1704289 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1704583.375000 Penalty: 3182.671387
	Iteration 15Q: 3 clusters Score -1704583 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1704768.750000 Penalty: 3182.671387
	Iteration 16Q: 3 clusters Score -1704769 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1704871.625000 Penalty: 3182.671387
	Iteration 17Q: 3 clusters Score -1704872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1704932.625000 Penalty: 3182.671387
	Iteration 18Q: 3 clusters Score -1704933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1704971.125000 Penalty: 3182.671387
	Iteration 19Q: 3 clusters Score -1704971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1704992.625000 Penalty: 3182.671387
	Iteration 20F: 3 clusters Score -1704993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1705009.000000 Penalty: 3182.671387
	Iteration 21Q: 3 clusters Score -1705009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1705027.500000 Penalty: 3182.671387
	Iteration 22Q: 3 clusters Score -1705028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1705040.750000 Penalty: 3182.671387
	Iteration 23Q: 3 clusters Score -1705041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1705053.000000 Penalty: 3182.671387
	Iteration 24Q: 3 clusters Score -1705053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1705055.375000 Penalty: 3182.671387
	Iteration 25Q: 3 clusters Score -1705055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1705059.750000 Penalty: 3182.671387
	Iteration 26Q: 3 clusters Score -1705060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1705066.250000 Penalty: 3182.671387
	Iteration 27Q: 3 clusters Score -1705066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1705069.000000 Penalty: 3182.671387
	Iteration 28Q: 3 clusters Score -1705069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1705071.000000 Penalty: 3182.671387
	Iteration 29Q: 3 clusters Score -1705071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1705072.375000 Penalty: 3182.671387
	Iteration 30Q: 3 clusters Score -1705072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1705072.375000 Penalty: 3182.671387
	Iteration 31F: 3 clusters Score -1705072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Entering Unmasked Estep 
Score: -878699.875000 Penalty: 1487.470459
	Iteration 0F: 2 clusters Score -878699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -871855.500000 Penalty: 2974.940918
	Iteration 0F: 3 clusters Score -871855.5 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -874047.625000 Penalty: 2974.940918
	Iteration 1F: 3 clusters Score -874047.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -874345.437500 Penalty: 2974.940918
	Iteration 2F: 3 clusters Score -874345.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -874567.375000 Penalty: 2974.940918
	Iteration 3F: 3 clusters Score -874567.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -874744.437500 Penalty: 2974.940918
	Iteration 4Q: 3 clusters Score -874744.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -874928.437500 Penalty: 2974.940918
	Iteration 5Q: 3 clusters Score -874928.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -875122.250000 Penalty: 2974.940918
	Iteration 6Q: 3 clusters Score -875122.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -875346.500000 Penalty: 2974.940918
	Iteration 7Q: 3 clusters Score -875346.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -875648.937500 Penalty: 2974.940918
	Iteration 8Q: 3 clusters Score -875648.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -875982.625000 Penalty: 2974.940918
	Iteration 9Q: 3 clusters Score -875982.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -876312.812500 Penalty: 2974.940918
	Iteration 10Q: 3 clusters Score -876312.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -876612.625000 Penalty: 2974.940918
	Iteration 11Q: 3 clusters Score -876612.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -876857.812500 Penalty: 2974.940918
	Iteration 12Q: 3 clusters Score -876857.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -877008.437500 Penalty: 2974.940918
	Iteration 13Q: 3 clusters Score -877008.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -877105.125000 Penalty: 2974.940918
	Iteration 14Q: 3 clusters Score -877105.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -877163.687500 Penalty: 2974.940918
	Iteration 15Q: 3 clusters Score -877163.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -877221.500000 Penalty: 2974.940918
	Iteration 16Q: 3 clusters Score -877221.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -877270.562500 Penalty: 2974.940918
	Iteration 17Q: 3 clusters Score -877270.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -877317.812500 Penalty: 2974.940918
	Iteration 18Q: 3 clusters Score -877317.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -877366.250000 Penalty: 2974.940918
	Iteration 19Q: 3 clusters Score -877366.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -877402.812500 Penalty: 2974.940918
	Iteration 20F: 3 clusters Score -877402.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -877450.812500 Penalty: 2974.940918
	Iteration 21Q: 3 clusters Score -877450.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -877504.250000 Penalty: 2974.940918
	Iteration 22Q: 3 clusters Score -877504.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -877547.937500 Penalty: 2974.940918
	Iteration 23Q: 3 clusters Score -877547.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -877575.750000 Penalty: 2974.940918
	Iteration 24Q: 3 clusters Score -877575.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -877594.937500 Penalty: 2974.940918
	Iteration 25Q: 3 clusters Score -877594.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -877605.812500 Penalty: 2974.940918
	Iteration 26Q: 3 clusters Score -877605.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -877621.125000 Penalty: 2974.940918
	Iteration 27Q: 3 clusters Score -877621.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -877634.250000 Penalty: 2974.940918
	Iteration 28Q: 3 clusters Score -877634.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -877649.812500 Penalty: 2974.940918
	Iteration 29Q: 3 clusters Score -877649.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -877658.562500 Penalty: 2974.940918
	Iteration 30Q: 3 clusters Score -877658.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -877664.937500 Penalty: 2974.940918
	Iteration 31Q: 3 clusters Score -877664.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -877670.375000 Penalty: 2974.940918
	Iteration 32Q: 3 clusters Score -877670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -877675.062500 Penalty: 2974.940918
	Iteration 33Q: 3 clusters Score -877675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -877676.000000 Penalty: 2974.940918
	Iteration 34Q: 3 clusters Score -877676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -877680.000000 Penalty: 2974.940918
	Iteration 35Q: 3 clusters Score -877680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -877681.875000 Penalty: 2974.940918
	Iteration 36Q: 3 clusters Score -877681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -877682.750000 Penalty: 2974.940918
	Iteration 37Q: 3 clusters Score -877682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -877686.812500 Penalty: 2974.940918
	Iteration 38Q: 3 clusters Score -877686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -877686.687500 Penalty: 2974.940918
	Iteration 39Q: 3 clusters Score -877686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -877688.125000 Penalty: 2974.940918
	Iteration 40F: 3 clusters Score -877688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -877686.687500 Penalty: 2974.940918
	Iteration 41Q: 3 clusters Score -877686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -877686.687500 Penalty: 2974.940918
	Iteration 42F: 3 clusters Score -877686.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Entering Unmasked Estep 
Score: -1241307.750000 Penalty: 1534.261719
	Iteration 0F: 2 clusters Score -1241308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1232511.750000 Penalty: 3068.523438
	Iteration 0F: 3 clusters Score -1232512 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1235388.000000 Penalty: 3068.523438
	Iteration 1F: 3 clusters Score -1235388 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1235638.125000 Penalty: 3068.523438
	Iteration 2F: 3 clusters Score -1235638 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1235844.000000 Penalty: 3068.523438
	Iteration 3Q: 3 clusters Score -1235844 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1236028.125000 Penalty: 3068.523438
	Iteration 4Q: 3 clusters Score -1236028 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1236225.750000 Penalty: 3068.523438
	Iteration 5Q: 3 clusters Score -1236226 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1236478.000000 Penalty: 3068.523438
	Iteration 6Q: 3 clusters Score -1236478 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1236789.000000 Penalty: 3068.523438
	Iteration 7Q: 3 clusters Score -1236789 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1237195.500000 Penalty: 3068.523438
	Iteration 8Q: 3 clusters Score -1237196 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1237657.625000 Penalty: 3068.523438
	Iteration 9F: 3 clusters Score -1237658 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1238138.750000 Penalty: 3068.523438
	Iteration 10F: 3 clusters Score -1238139 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1238541.125000 Penalty: 3068.523438
	Iteration 11Q: 3 clusters Score -1238541 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1238799.875000 Penalty: 3068.523438
	Iteration 12Q: 3 clusters Score -1238800 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1238934.375000 Penalty: 3068.523438
	Iteration 13Q: 3 clusters Score -1238934 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1239014.750000 Penalty: 3068.523438
	Iteration 14Q: 3 clusters Score -1239015 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1239072.375000 Penalty: 3068.523438
	Iteration 15Q: 3 clusters Score -1239072 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1239121.750000 Penalty: 3068.523438
	Iteration 16Q: 3 clusters Score -1239122 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1239157.000000 Penalty: 3068.523438
	Iteration 17Q: 3 clusters Score -1239157 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1239182.750000 Penalty: 3068.523438
	Iteration 18Q: 3 clusters Score -1239183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1239206.000000 Penalty: 3068.523438
	Iteration 19Q: 3 clusters Score -1239206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1239232.000000 Penalty: 3068.523438
	Iteration 20F: 3 clusters Score -1239232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1239261.375000 Penalty: 3068.523438
	Iteration 21Q: 3 clusters Score -1239261 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1239285.000000 Penalty: 3068.523438
	Iteration 22Q: 3 clusters Score -1239285 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1239305.250000 Penalty: 3068.523438
	Iteration 23Q: 3 clusters Score -1239305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1239326.875000 Penalty: 3068.523438
	Iteration 24Q: 3 clusters Score -1239327 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1239340.875000 Penalty: 3068.523438
	Iteration 25Q: 3 clusters Score -1239341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1239347.500000 Penalty: 3068.523438
	Iteration 26Q: 3 clusters Score -1239348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1239357.625000 Penalty: 3068.523438
	Iteration 27Q: 3 clusters Score -1239358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1239365.375000 Penalty: 3068.523438
	Iteration 28Q: 3 clusters Score -1239365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1239373.500000 Penalty: 3068.523438
	Iteration 29Q: 3 clusters Score -1239374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1239384.500000 Penalty: 3068.523438
	Iteration 30Q: 3 clusters Score -1239384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1239391.125000 Penalty: 3068.523438
	Iteration 31Q: 3 clusters Score -1239391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1239398.750000 Penalty: 3068.523438
	Iteration 32Q: 3 clusters Score -1239399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1239408.125000 Penalty: 3068.523438
	Iteration 33Q: 3 clusters Score -1239408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1239409.125000 Penalty: 3068.523438
	Iteration 34Q: 3 clusters Score -1239409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1239419.375000 Penalty: 3068.523438
	Iteration 35Q: 3 clusters Score -1239419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1239423.250000 Penalty: 3068.523438
	Iteration 36Q: 3 clusters Score -1239423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1239431.000000 Penalty: 3068.523438
	Iteration 37Q: 3 clusters Score -1239431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1239433.375000 Penalty: 3068.523438
	Iteration 38Q: 3 clusters Score -1239433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1239436.750000 Penalty: 3068.523438
	Iteration 39Q: 3 clusters Score -1239437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1239438.625000 Penalty: 3068.523438
	Iteration 40F: 3 clusters Score -1239439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1239438.500000 Penalty: 3068.523438
	Iteration 41Q: 3 clusters Score -1239438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1239440.125000 Penalty: 3068.523438
	Iteration 42Q: 3 clusters Score -1239440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1239443.000000 Penalty: 3068.523438
	Iteration 43Q: 3 clusters Score -1239443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1239448.875000 Penalty: 3068.523438
	Iteration 44Q: 3 clusters Score -1239449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1239445.625000 Penalty: 3068.523438
	Iteration 45Q: 3 clusters Score -1239446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1239449.250000 Penalty: 3068.523438
	Iteration 46Q: 3 clusters Score -1239449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1239453.000000 Penalty: 3068.523438
	Iteration 47Q: 3 clusters Score -1239453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1239453.125000 Penalty: 3068.523438
	Iteration 48Q: 3 clusters Score -1239453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1239458.750000 Penalty: 3068.523438
	Iteration 49Q: 3 clusters Score -1239459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1239458.375000 Penalty: 3068.523438
	Iteration 50Q: 3 clusters Score -1239458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1239457.000000 Penalty: 3068.523438
	Iteration 51Q: 3 clusters Score -1239457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1239456.125000 Penalty: 3068.523438
	Iteration 52Q: 3 clusters Score -1239456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1239457.500000 Penalty: 3068.523438
	Iteration 53Q: 3 clusters Score -1239458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1239458.000000 Penalty: 3068.523438
	Iteration 54Q: 3 clusters Score -1239458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1239458.375000 Penalty: 3068.523438
	Iteration 55Q: 3 clusters Score -1239458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1239457.375000 Penalty: 3068.523438
	Iteration 56Q: 3 clusters Score -1239457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1239456.000000 Penalty: 3068.523438
	Iteration 57Q: 3 clusters Score -1239456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1239456.000000 Penalty: 3068.523438
	Iteration 58Q: 3 clusters Score -1239456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1239458.250000 Penalty: 3068.523438
	Iteration 59Q: 3 clusters Score -1239458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1239460.625000 Penalty: 3068.523438
	Iteration 60F: 3 clusters Score -1239461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1239459.375000 Penalty: 3068.523438
	Iteration 61Q: 3 clusters Score -1239459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1239459.375000 Penalty: 3068.523438
	Iteration 62F: 3 clusters Score -1239459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Entering Unmasked Estep 
Score: -1385527.500000 Penalty: 1560.989868
	Iteration 0F: 2 clusters Score -1385528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1375206.375000 Penalty: 3121.979736
	Iteration 0F: 3 clusters Score -1375206 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1378735.250000 Penalty: 3121.979736
	Iteration 1F: 3 clusters Score -1378735 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1379013.375000 Penalty: 3121.979736
	Iteration 2F: 3 clusters Score -1379013 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1379238.500000 Penalty: 3121.979736
	Iteration 3Q: 3 clusters Score -1379238 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1379451.500000 Penalty: 3121.979736
	Iteration 4Q: 3 clusters Score -1379452 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1379635.250000 Penalty: 3121.979736
	Iteration 5Q: 3 clusters Score -1379635 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1379805.000000 Penalty: 3121.979736
	Iteration 6Q: 3 clusters Score -1379805 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1379966.250000 Penalty: 3121.979736
	Iteration 7Q: 3 clusters Score -1379966 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1380119.625000 Penalty: 3121.979736
	Iteration 8Q: 3 clusters Score -1380120 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1380294.750000 Penalty: 3121.979736
	Iteration 9Q: 3 clusters Score -1380295 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1380454.750000 Penalty: 3121.979736
	Iteration 10Q: 3 clusters Score -1380455 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1380625.875000 Penalty: 3121.979736
	Iteration 11Q: 3 clusters Score -1380626 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1380804.875000 Penalty: 3121.979736
	Iteration 12Q: 3 clusters Score -1380805 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1380998.000000 Penalty: 3121.979736
	Iteration 13Q: 3 clusters Score -1380998 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1381208.875000 Penalty: 3121.979736
	Iteration 14Q: 3 clusters Score -1381209 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1381449.875000 Penalty: 3121.979736
	Iteration 15Q: 3 clusters Score -1381450 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1381648.750000 Penalty: 3121.979736
	Iteration 16Q: 3 clusters Score -1381649 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1381807.250000 Penalty: 3121.979736
	Iteration 17Q: 3 clusters Score -1381807 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1381909.625000 Penalty: 3121.979736
	Iteration 18Q: 3 clusters Score -1381910 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1381970.375000 Penalty: 3121.979736
	Iteration 19Q: 3 clusters Score -1381970 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1381996.250000 Penalty: 3121.979736
	Iteration 20F: 3 clusters Score -1381996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1382007.125000 Penalty: 3121.979736
	Iteration 21Q: 3 clusters Score -1382007 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1382022.125000 Penalty: 3121.979736
	Iteration 22Q: 3 clusters Score -1382022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1382038.750000 Penalty: 3121.979736
	Iteration 23Q: 3 clusters Score -1382039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1382061.625000 Penalty: 3121.979736
	Iteration 24Q: 3 clusters Score -1382062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1382072.125000 Penalty: 3121.979736
	Iteration 25Q: 3 clusters Score -1382072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1382084.125000 Penalty: 3121.979736
	Iteration 26Q: 3 clusters Score -1382084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1382098.750000 Penalty: 3121.979736
	Iteration 27Q: 3 clusters Score -1382099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1382121.000000 Penalty: 3121.979736
	Iteration 28Q: 3 clusters Score -1382121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1382128.625000 Penalty: 3121.979736
	Iteration 29Q: 3 clusters Score -1382129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1382138.625000 Penalty: 3121.979736
	Iteration 30Q: 3 clusters Score -1382139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1382151.250000 Penalty: 3121.979736
	Iteration 31Q: 3 clusters Score -1382151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1382168.250000 Penalty: 3121.979736
	Iteration 32Q: 3 clusters Score -1382168 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1382184.250000 Penalty: 3121.979736
	Iteration 33Q: 3 clusters Score -1382184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1382191.875000 Penalty: 3121.979736
	Iteration 34Q: 3 clusters Score -1382192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1382205.625000 Penalty: 3121.979736
	Iteration 35Q: 3 clusters Score -1382206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1382219.125000 Penalty: 3121.979736
	Iteration 36Q: 3 clusters Score -1382219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1382233.500000 Penalty: 3121.979736
	Iteration 37Q: 3 clusters Score -1382234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1382248.500000 Penalty: 3121.979736
	Iteration 38Q: 3 clusters Score -1382248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1382268.000000 Penalty: 3121.979736
	Iteration 39Q: 3 clusters Score -1382268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1382280.750000 Penalty: 3121.979736
	Iteration 40F: 3 clusters Score -1382281 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1382303.000000 Penalty: 3121.979736
	Iteration 41Q: 3 clusters Score -1382303 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1382334.000000 Penalty: 3121.979736
	Iteration 42Q: 3 clusters Score -1382334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1382368.000000 Penalty: 3121.979736
	Iteration 43Q: 3 clusters Score -1382368 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1382420.500000 Penalty: 3121.979736
	Iteration 44Q: 3 clusters Score -1382420 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1382484.875000 Penalty: 3121.979736
	Iteration 45Q: 3 clusters Score -1382485 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1382549.875000 Penalty: 3121.979736
	Iteration 46Q: 3 clusters Score -1382550 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1382615.750000 Penalty: 3121.979736
	Iteration 47Q: 3 clusters Score -1382616 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1382678.125000 Penalty: 3121.979736
	Iteration 48Q: 3 clusters Score -1382678 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1382732.000000 Penalty: 3121.979736
	Iteration 49Q: 3 clusters Score -1382732 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1382789.250000 Penalty: 3121.979736
	Iteration 50Q: 3 clusters Score -1382789 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1382851.500000 Penalty: 3121.979736
	Iteration 51Q: 3 clusters Score -1382852 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1382906.625000 Penalty: 3121.979736
	Iteration 52Q: 3 clusters Score -1382907 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1382969.750000 Penalty: 3121.979736
	Iteration 53Q: 3 clusters Score -1382970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1383030.250000 Penalty: 3121.979736
	Iteration 54Q: 3 clusters Score -1383030 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1383102.125000 Penalty: 3121.979736
	Iteration 55Q: 3 clusters Score -1383102 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1383151.000000 Penalty: 3121.979736
	Iteration 56Q: 3 clusters Score -1383151 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1383209.875000 Penalty: 3121.979736
	Iteration 57Q: 3 clusters Score -1383210 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1383290.125000 Penalty: 3121.979736
	Iteration 58Q: 3 clusters Score -1383290 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1383380.500000 Penalty: 3121.979736
	Iteration 59Q: 3 clusters Score -1383380 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1383460.500000 Penalty: 3121.979736
	Iteration 60F: 3 clusters Score -1383460 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1383552.250000 Penalty: 3121.979736
	Iteration 61Q: 3 clusters Score -1383552 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1383656.500000 Penalty: 3121.979736
	Iteration 62Q: 3 clusters Score -1383656 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1383761.125000 Penalty: 3121.979736
	Iteration 63Q: 3 clusters Score -1383761 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1383862.125000 Penalty: 3121.979736
	Iteration 64Q: 3 clusters Score -1383862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1383953.000000 Penalty: 3121.979736
	Iteration 65Q: 3 clusters Score -1383953 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1384029.250000 Penalty: 3121.979736
	Iteration 66Q: 3 clusters Score -1384029 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1384089.375000 Penalty: 3121.979736
	Iteration 67Q: 3 clusters Score -1384089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1384139.000000 Penalty: 3121.979736
	Iteration 68Q: 3 clusters Score -1384139 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1384182.250000 Penalty: 3121.979736
	Iteration 69Q: 3 clusters Score -1384182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1384204.125000 Penalty: 3121.979736
	Iteration 70Q: 3 clusters Score -1384204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1384221.000000 Penalty: 3121.979736
	Iteration 71Q: 3 clusters Score -1384221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1384233.000000 Penalty: 3121.979736
	Iteration 72Q: 3 clusters Score -1384233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1384244.250000 Penalty: 3121.979736
	Iteration 73Q: 3 clusters Score -1384244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1384251.500000 Penalty: 3121.979736
	Iteration 74Q: 3 clusters Score -1384252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1384256.750000 Penalty: 3121.979736
	Iteration 75Q: 3 clusters Score -1384257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1384262.500000 Penalty: 3121.979736
	Iteration 76Q: 3 clusters Score -1384262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1384265.875000 Penalty: 3121.979736
	Iteration 77Q: 3 clusters Score -1384266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1384267.500000 Penalty: 3121.979736
	Iteration 78Q: 3 clusters Score -1384268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1384272.500000 Penalty: 3121.979736
	Iteration 79Q: 3 clusters Score -1384272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1384278.875000 Penalty: 3121.979736
	Iteration 80F: 3 clusters Score -1384279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1384285.500000 Penalty: 3121.979736
	Iteration 81Q: 3 clusters Score -1384286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1384291.125000 Penalty: 3121.979736
	Iteration 82Q: 3 clusters Score -1384291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1384293.125000 Penalty: 3121.979736
	Iteration 83Q: 3 clusters Score -1384293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1384300.500000 Penalty: 3121.979736
	Iteration 84Q: 3 clusters Score -1384300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1384302.000000 Penalty: 3121.979736
	Iteration 85Q: 3 clusters Score -1384302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1384303.625000 Penalty: 3121.979736
	Iteration 86Q: 3 clusters Score -1384304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1384303.750000 Penalty: 3121.979736
	Iteration 87Q: 3 clusters Score -1384304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1384303.500000 Penalty: 3121.979736
	Iteration 88Q: 3 clusters Score -1384304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1384305.250000 Penalty: 3121.979736
	Iteration 89Q: 3 clusters Score -1384305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1384306.000000 Penalty: 3121.979736
	Iteration 90Q: 3 clusters Score -1384306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1384306.625000 Penalty: 3121.979736
	Iteration 91Q: 3 clusters Score -1384307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1384306.625000 Penalty: 3121.979736
	Iteration 92Q: 3 clusters Score -1384307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1384307.500000 Penalty: 3121.979736
	Iteration 93Q: 3 clusters Score -1384308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1384306.250000 Penalty: 3121.979736
	Iteration 94Q: 3 clusters Score -1384306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1384310.250000 Penalty: 3121.979736
	Iteration 95Q: 3 clusters Score -1384310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1384310.250000 Penalty: 3121.979736
	Iteration 96F: 3 clusters Score -1384310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -69723.789062 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -69723.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68450.445312 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -68450.45 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68648.015625 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -68648.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68699.687500 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -68699.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68733.804688 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -68733.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68752.242188 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -68752.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68763.757812 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -68763.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68771.656250 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -68771.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68774.359375 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -68774.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68775.437500 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -68775.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68778.093750 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -68778.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68779.750000 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -68779.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68781.414062 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -68781.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68782.718750 Penalty: 2165.518066
	Iteration 12Q: 3 clusters Score -68782.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68782.718750 Penalty: 2165.518066
	Iteration 13F: 3 clusters Score -68782.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -57595.570312 Penalty: 1048.714111
	Iteration 0F: 2 clusters Score -57595.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56431.660156 Penalty: 2097.428223
	Iteration 0F: 3 clusters Score -56431.66 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56598.222656 Penalty: 2097.428223
	Iteration 1F: 3 clusters Score -56598.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56647.917969 Penalty: 2097.428223
	Iteration 2F: 3 clusters Score -56647.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56683.238281 Penalty: 2097.428223
	Iteration 3Q: 3 clusters Score -56683.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -56707.660156 Penalty: 2097.428223
	Iteration 4Q: 3 clusters Score -56707.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56729.722656 Penalty: 2097.428223
	Iteration 5Q: 3 clusters Score -56729.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56760.328125 Penalty: 2097.428223
	Iteration 6Q: 3 clusters Score -56760.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56803.386719 Penalty: 2097.428223
	Iteration 7Q: 3 clusters Score -56803.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56839.167969 Penalty: 2097.428223
	Iteration 8Q: 3 clusters Score -56839.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56860.300781 Penalty: 2097.428223
	Iteration 9Q: 3 clusters Score -56860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56875.234375 Penalty: 2097.428223
	Iteration 10Q: 3 clusters Score -56875.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56880.585938 Penalty: 2097.428223
	Iteration 11Q: 3 clusters Score -56880.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56894.660156 Penalty: 2097.428223
	Iteration 12Q: 3 clusters Score -56894.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56928.281250 Penalty: 2097.428223
	Iteration 13Q: 3 clusters Score -56928.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56958.417969 Penalty: 2097.428223
	Iteration 14Q: 3 clusters Score -56958.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56968.945312 Penalty: 2097.428223
	Iteration 15Q: 3 clusters Score -56968.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56977.726562 Penalty: 2097.428223
	Iteration 16Q: 3 clusters Score -56977.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56977.726562 Penalty: 2097.428223
	Iteration 17F: 3 clusters Score -56977.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 40410 members 
Mstep: Class 4 contains 42830 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 45755 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37330 members 
Mstep: Class 11 contains 20937 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 21896 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 10134 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36285 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 29835 members 
Mstep: Class 30 contains 27784 members 
Mstep: Class 31 contains 4549 members 
Mstep: Class 32 contains 1606 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 939 members 
Mstep: Class 36 contains 3232 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 4628 members 
Mstep: Class 41 contains 17905 members 
Mstep: Class 42 contains 9449 members 
Mstep: Class 43 contains 12602 members 
Mstep: Class 44 contains 14855 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765744.000000 Penalty: 98713.132812
Iteration 159Q: 47 clusters Score -4.976574e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 40458 members 
Mstep: Class 4 contains 42842 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 45694 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 20910 members 
Mstep: Class 12 contains 7920 members 
Mstep: Class 13 contains 21905 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 10129 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36256 members 
Mstep: Class 21 contains 43693 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 5170 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1213 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 29680 members 
Mstep: Class 30 contains 28133 members 
Mstep: Class 31 contains 4545 members 
Mstep: Class 32 contains 1606 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 943 members 
Mstep: Class 36 contains 3243 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 4632 members 
Mstep: Class 41 contains 18061 members 
Mstep: Class 42 contains 9469 members 
Mstep: Class 43 contains 12390 members 
Mstep: Class 44 contains 14956 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766924.000000 Penalty: 98713.132812
Iteration 160F: 47 clusters Score -4.976692e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 40151 members 
Mstep: Class 4 contains 42847 members 
Mstep: Class 5 contains 1870 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 45601 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37318 members 
Mstep: Class 11 contains 20876 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 21908 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12948 members 
Mstep: Class 16 contains 10139 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 20 contains 36236 members 
Mstep: Class 21 contains 44241 members 
Mstep: Class 22 contains 1279 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 5170 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1213 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 29523 members 
Mstep: Class 30 contains 28420 members 
Mstep: Class 31 contains 4542 members 
Mstep: Class 32 contains 1607 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2454 members 
Mstep: Class 35 contains 945 members 
Mstep: Class 36 contains 3256 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 1068 members 
Mstep: Class 40 contains 4637 members 
Mstep: Class 41 contains 18172 members 
Mstep: Class 42 contains 9478 members 
Mstep: Class 43 contains 11858 members 
Mstep: Class 44 contains 15067 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765928.000000 Penalty: 98713.132812
Iteration 161Q: 47 clusters Score -4.976593e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 40053 members 
Mstep: Class 4 contains 42856 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 45526 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37313 members 
Mstep: Class 11 contains 20844 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 13 contains 21905 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12948 members 
Mstep: Class 16 contains 10135 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 4438 members 
Mstep: Class 20 contains 36220 members 
Mstep: Class 21 contains 44244 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 5176 members 
Mstep: Class 26 contains 2867 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 29382 members 
Mstep: Class 30 contains 28733 members 
Mstep: Class 31 contains 4534 members 
Mstep: Class 32 contains 1612 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2463 members 
Mstep: Class 35 contains 945 members 
Mstep: Class 36 contains 3264 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1536 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 4643 members 
Mstep: Class 41 contains 18305 members 
Mstep: Class 42 contains 9485 members 
Mstep: Class 43 contains 11608 members 
Mstep: Class 44 contains 15191 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765644.000000 Penalty: 98713.132812
Iteration 162Q: 47 clusters Score -4.976564e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 39943 members 
Mstep: Class 4 contains 42871 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 45448 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37305 members 
Mstep: Class 11 contains 20794 members 
Mstep: Class 12 contains 7940 members 
Mstep: Class 13 contains 21915 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 10125 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 20 contains 36208 members 
Mstep: Class 21 contains 44106 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 5181 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 29218 members 
Mstep: Class 30 contains 28973 members 
Mstep: Class 31 contains 4525 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2469 members 
Mstep: Class 35 contains 945 members 
Mstep: Class 36 contains 3269 members 
Mstep: Class 37 contains 3714 members 
Mstep: Class 38 contains 1535 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 18429 members 
Mstep: Class 42 contains 9505 members 
Mstep: Class 43 contains 11587 members 
Mstep: Class 44 contains 15345 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765868.000000 Penalty: 98713.132812
Iteration 163Q: 47 clusters Score -4.976587e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 39836 members 
Mstep: Class 4 contains 42894 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 45370 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37310 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 7940 members 
Mstep: Class 13 contains 21915 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 10126 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 36183 members 
Mstep: Class 21 contains 43916 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 5196 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 29020 members 
Mstep: Class 30 contains 29153 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2478 members 
Mstep: Class 35 contains 948 members 
Mstep: Class 36 contains 3275 members 
Mstep: Class 37 contains 3714 members 
Mstep: Class 38 contains 1534 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 4655 members 
Mstep: Class 41 contains 18561 members 
Mstep: Class 42 contains 9519 members 
Mstep: Class 43 contains 11657 members 
Mstep: Class 44 contains 15496 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766096.000000 Penalty: 98713.132812
Iteration 164Q: 47 clusters Score -4.97661e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2509 members 
Mstep: Class 3 contains 39742 members 
Mstep: Class 4 contains 42922 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 45295 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37306 members 
Mstep: Class 11 contains 20715 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 13 contains 21920 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 10131 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 36161 members 
Mstep: Class 21 contains 43688 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1213 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 28790 members 
Mstep: Class 30 contains 29311 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2484 members 
Mstep: Class 35 contains 951 members 
Mstep: Class 36 contains 3281 members 
Mstep: Class 37 contains 3714 members 
Mstep: Class 38 contains 1534 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 4662 members 
Mstep: Class 41 contains 18686 members 
Mstep: Class 42 contains 9526 members 
Mstep: Class 43 contains 11769 members 
Mstep: Class 44 contains 15688 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766420.000000 Penalty: 98713.132812
Iteration 165Q: 47 clusters Score -4.976642e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 2507 members 
Mstep: Class 3 contains 39642 members 
Mstep: Class 4 contains 42964 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 45228 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37308 members 
Mstep: Class 11 contains 20670 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 21909 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12926 members 
Mstep: Class 16 contains 10134 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 36139 members 
Mstep: Class 21 contains 43470 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 5208 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4844 members 
Mstep: Class 29 contains 28569 members 
Mstep: Class 30 contains 29447 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2488 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 3290 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1536 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 4671 members 
Mstep: Class 41 contains 18795 members 
Mstep: Class 42 contains 9530 members 
Mstep: Class 43 contains 11917 members 
Mstep: Class 44 contains 15884 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766708.000000 Penalty: 98713.132812
Iteration 166Q: 47 clusters Score -4.976671e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 2509 members 
Mstep: Class 3 contains 39560 members 
Mstep: Class 4 contains 42998 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 45173 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37302 members 
Mstep: Class 11 contains 20618 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 21907 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12915 members 
Mstep: Class 16 contains 10141 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 36131 members 
Mstep: Class 21 contains 43213 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 5224 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4849 members 
Mstep: Class 29 contains 28290 members 
Mstep: Class 30 contains 29552 members 
Mstep: Class 31 contains 4505 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2488 members 
Mstep: Class 35 contains 959 members 
Mstep: Class 36 contains 3301 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 4679 members 
Mstep: Class 41 contains 18898 members 
Mstep: Class 42 contains 9538 members 
Mstep: Class 43 contains 12102 members 
Mstep: Class 44 contains 16125 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767140.000000 Penalty: 98713.132812
Iteration 167Q: 47 clusters Score -4.976714e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2507 members 
Mstep: Class 3 contains 39487 members 
Mstep: Class 4 contains 43038 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37289 members 
Mstep: Class 11 contains 20554 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 13 contains 21890 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 10140 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 36144 members 
Mstep: Class 21 contains 42906 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 5238 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4854 members 
Mstep: Class 29 contains 27941 members 
Mstep: Class 30 contains 29661 members 
Mstep: Class 31 contains 4490 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 961 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1539 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 4686 members 
Mstep: Class 41 contains 19000 members 
Mstep: Class 42 contains 9550 members 
Mstep: Class 43 contains 12339 members 
Mstep: Class 44 contains 16444 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767616.000000 Penalty: 98713.132812
Iteration 168Q: 47 clusters Score -4.976762e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 2506 members 
Mstep: Class 3 contains 39426 members 
Mstep: Class 4 contains 43082 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 45064 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37284 members 
Mstep: Class 11 contains 20503 members 
Mstep: Class 12 contains 7943 members 
Mstep: Class 13 contains 21883 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12901 members 
Mstep: Class 16 contains 10135 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 36134 members 
Mstep: Class 21 contains 42564 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 5261 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4854 members 
Mstep: Class 29 contains 27528 members 
Mstep: Class 30 contains 29733 members 
Mstep: Class 31 contains 4480 members 
Mstep: Class 32 contains 1638 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 961 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1539 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 4693 members 
Mstep: Class 41 contains 19086 members 
Mstep: Class 42 contains 9555 members 
Mstep: Class 43 contains 12628 members 
Mstep: Class 44 contains 16841 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768260.000000 Penalty: 98713.132812
Iteration 169Q: 47 clusters Score -4.976826e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 39364 members 
Mstep: Class 4 contains 43112 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 45016 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37278 members 
Mstep: Class 11 contains 20429 members 
Mstep: Class 12 contains 7944 members 
Mstep: Class 13 contains 21860 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12883 members 
Mstep: Class 16 contains 10131 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 36172 members 
Mstep: Class 21 contains 42219 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5738 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 5292 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4856 members 
Mstep: Class 29 contains 27106 members 
Mstep: Class 30 contains 29816 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 1641 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2493 members 
Mstep: Class 35 contains 961 members 
Mstep: Class 36 contains 3323 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1538 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 4697 members 
Mstep: Class 41 contains 19164 members 
Mstep: Class 42 contains 9539 members 
Mstep: Class 43 contains 12926 members 
Mstep: Class 44 contains 17272 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768868.000000 Penalty: 98713.132812
Iteration 170Q: 47 clusters Score -4.976887e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 2503 members 
Mstep: Class 3 contains 39281 members 
Mstep: Class 4 contains 43156 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 44980 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37275 members 
Mstep: Class 11 contains 20302 members 
Mstep: Class 12 contains 7950 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12881 members 
Mstep: Class 16 contains 10118 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 36180 members 
Mstep: Class 21 contains 41868 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 5309 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4865 members 
Mstep: Class 29 contains 26659 members 
Mstep: Class 30 contains 29871 members 
Mstep: Class 31 contains 4454 members 
Mstep: Class 32 contains 1644 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2495 members 
Mstep: Class 35 contains 962 members 
Mstep: Class 36 contains 3339 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1539 members 
Mstep: Class 39 contains 1082 members 
Mstep: Class 40 contains 4701 members 
Mstep: Class 41 contains 19263 members 
Mstep: Class 42 contains 9530 members 
Mstep: Class 43 contains 13248 members 
Mstep: Class 44 contains 17741 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769672.000000 Penalty: 98713.132812
Iteration 171Q: 47 clusters Score -4.976967e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 39203 members 
Mstep: Class 4 contains 43211 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 7 contains 44938 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37276 members 
Mstep: Class 11 contains 20153 members 
Mstep: Class 12 contains 7956 members 
Mstep: Class 13 contains 21801 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12900 members 
Mstep: Class 16 contains 10124 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 36174 members 
Mstep: Class 21 contains 41511 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4867 members 
Mstep: Class 29 contains 26178 members 
Mstep: Class 30 contains 29879 members 
Mstep: Class 31 contains 4446 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 3359 members 
Mstep: Class 37 contains 3708 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 1085 members 
Mstep: Class 40 contains 4708 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 9505 members 
Mstep: Class 43 contains 13636 members 
Mstep: Class 44 contains 18268 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770572.000000 Penalty: 98713.132812
Iteration 172Q: 47 clusters Score -4.977057e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 39095 members 
Mstep: Class 4 contains 43247 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 44906 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37282 members 
Mstep: Class 11 contains 19976 members 
Mstep: Class 12 contains 7958 members 
Mstep: Class 13 contains 21769 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12920 members 
Mstep: Class 16 contains 10098 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 20 contains 36227 members 
Mstep: Class 21 contains 41121 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 5344 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4873 members 
Mstep: Class 29 contains 25690 members 
Mstep: Class 30 contains 29876 members 
Mstep: Class 31 contains 4439 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2495 members 
Mstep: Class 35 contains 962 members 
Mstep: Class 36 contains 3380 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1543 members 
Mstep: Class 39 contains 1085 members 
Mstep: Class 40 contains 4719 members 
Mstep: Class 41 contains 19418 members 
Mstep: Class 42 contains 9494 members 
Mstep: Class 43 contains 14109 members 
Mstep: Class 44 contains 18789 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771368.000000 Penalty: 98713.132812
Iteration 173Q: 47 clusters Score -4.977137e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 39003 members 
Mstep: Class 4 contains 43286 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44868 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 37290 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 7955 members 
Mstep: Class 13 contains 21707 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12928 members 
Mstep: Class 16 contains 10075 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 36302 members 
Mstep: Class 21 contains 40687 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4880 members 
Mstep: Class 29 contains 25243 members 
Mstep: Class 30 contains 29837 members 
Mstep: Class 31 contains 4438 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2495 members 
Mstep: Class 35 contains 962 members 
Mstep: Class 36 contains 3399 members 
Mstep: Class 37 contains 3705 members 
Mstep: Class 38 contains 1545 members 
Mstep: Class 39 contains 1086 members 
Mstep: Class 40 contains 4731 members 
Mstep: Class 41 contains 19495 members 
Mstep: Class 42 contains 9462 members 
Mstep: Class 43 contains 14637 members 
Mstep: Class 44 contains 19289 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772168.000000 Penalty: 98713.132812
Iteration 174Q: 47 clusters Score -4.977217e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 2506 members 
Mstep: Class 3 contains 38911 members 
Mstep: Class 4 contains 43332 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37301 members 
Mstep: Class 11 contains 19590 members 
Mstep: Class 12 contains 7956 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12943 members 
Mstep: Class 16 contains 10048 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 36416 members 
Mstep: Class 21 contains 40252 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 5376 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4890 members 
Mstep: Class 29 contains 24836 members 
Mstep: Class 30 contains 29783 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 1651 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 3420 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 1545 members 
Mstep: Class 39 contains 1085 members 
Mstep: Class 40 contains 4739 members 
Mstep: Class 41 contains 19556 members 
Mstep: Class 42 contains 9417 members 
Mstep: Class 43 contains 15199 members 
Mstep: Class 44 contains 19750 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772992.000000 Penalty: 98713.132812
Iteration 175Q: 47 clusters Score -4.977299e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 2509 members 
Mstep: Class 3 contains 38832 members 
Mstep: Class 4 contains 43390 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 44782 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 19413 members 
Mstep: Class 12 contains 7960 members 
Mstep: Class 13 contains 21589 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12956 members 
Mstep: Class 16 contains 10041 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 36528 members 
Mstep: Class 21 contains 39776 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 5391 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4895 members 
Mstep: Class 29 contains 24433 members 
Mstep: Class 30 contains 29719 members 
Mstep: Class 31 contains 4427 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2495 members 
Mstep: Class 35 contains 964 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1086 members 
Mstep: Class 40 contains 4746 members 
Mstep: Class 41 contains 19590 members 
Mstep: Class 42 contains 9366 members 
Mstep: Class 43 contains 15820 members 
Mstep: Class 44 contains 20193 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773380.000000 Penalty: 98713.132812
Iteration 176Q: 47 clusters Score -4.977338e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 38754 members 
Mstep: Class 4 contains 43447 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 44728 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37351 members 
Mstep: Class 11 contains 19236 members 
Mstep: Class 12 contains 7964 members 
Mstep: Class 13 contains 21511 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12977 members 
Mstep: Class 16 contains 10022 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 36686 members 
Mstep: Class 21 contains 39303 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 5411 members 
Mstep: Class 26 contains 2867 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4900 members 
Mstep: Class 29 contains 24115 members 
Mstep: Class 30 contains 29639 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2493 members 
Mstep: Class 35 contains 964 members 
Mstep: Class 36 contains 3454 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1085 members 
Mstep: Class 40 contains 4751 members 
Mstep: Class 41 contains 19621 members 
Mstep: Class 42 contains 9300 members 
Mstep: Class 43 contains 16442 members 
Mstep: Class 44 contains 20581 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774040.000000 Penalty: 98713.132812
Iteration 177Q: 47 clusters Score -4.977404e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 38695 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 44691 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37388 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 21442 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 10017 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 36927 members 
Mstep: Class 21 contains 38802 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5427 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4904 members 
Mstep: Class 29 contains 23800 members 
Mstep: Class 30 contains 29506 members 
Mstep: Class 31 contains 4421 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2497 members 
Mstep: Class 35 contains 965 members 
Mstep: Class 36 contains 3473 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 1543 members 
Mstep: Class 39 contains 1083 members 
Mstep: Class 40 contains 4750 members 
Mstep: Class 41 contains 19642 members 
Mstep: Class 42 contains 9228 members 
Mstep: Class 43 contains 17137 members 
Mstep: Class 44 contains 20887 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774888.000000 Penalty: 98713.132812
Iteration 178Q: 47 clusters Score -4.977489e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 38628 members 
Mstep: Class 4 contains 43483 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37427 members 
Mstep: Class 11 contains 18902 members 
Mstep: Class 12 contains 7963 members 
Mstep: Class 13 contains 21375 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13005 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 37212 members 
Mstep: Class 21 contains 38359 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 5727 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 5436 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 23501 members 
Mstep: Class 30 contains 29369 members 
Mstep: Class 31 contains 4421 members 
Mstep: Class 32 contains 1658 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2497 members 
Mstep: Class 35 contains 965 members 
Mstep: Class 36 contains 3488 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 1542 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 4752 members 
Mstep: Class 41 contains 19651 members 
Mstep: Class 42 contains 9147 members 
Mstep: Class 43 contains 17806 members 
Mstep: Class 44 contains 21194 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775544.000000 Penalty: 98713.132812
Iteration 179Q: 47 clusters Score -4.977554e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 38583 members 
Mstep: Class 4 contains 43478 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37468 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 7972 members 
Mstep: Class 13 contains 21308 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13004 members 
Mstep: Class 16 contains 9972 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 37539 members 
Mstep: Class 21 contains 37956 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 5723 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 4914 members 
Mstep: Class 29 contains 23212 members 
Mstep: Class 30 contains 29220 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 1658 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 966 members 
Mstep: Class 36 contains 3496 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1542 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 4755 members 
Mstep: Class 41 contains 19642 members 
Mstep: Class 42 contains 9071 members 
Mstep: Class 43 contains 18445 members 
Mstep: Class 44 contains 21446 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776460.000000 Penalty: 98713.132812
Iteration 180F: 47 clusters Score -4.977646e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 38512 members 
Mstep: Class 4 contains 43470 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 44607 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37488 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 21253 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13001 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 37901 members 
Mstep: Class 21 contains 37475 members 
Mstep: Class 22 contains 1287 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 5456 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 22932 members 
Mstep: Class 30 contains 29061 members 
Mstep: Class 31 contains 4420 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2486 members 
Mstep: Class 35 contains 966 members 
Mstep: Class 36 contains 3506 members 
Mstep: Class 37 contains 3689 members 
Mstep: Class 38 contains 1542 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 4758 members 
Mstep: Class 41 contains 19634 members 
Mstep: Class 42 contains 9008 members 
Mstep: Class 43 contains 19198 members 
Mstep: Class 44 contains 21694 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777172.000000 Penalty: 98713.132812
Iteration 181Q: 47 clusters Score -4.977717e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 38430 members 
Mstep: Class 4 contains 43449 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 44594 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37518 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13006 members 
Mstep: Class 16 contains 9929 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 20 contains 38307 members 
Mstep: Class 21 contains 37026 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 2326 members 
Mstep: Class 25 contains 5472 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 1216 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 22595 members 
Mstep: Class 30 contains 28845 members 
Mstep: Class 31 contains 4419 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2478 members 
Mstep: Class 35 contains 966 members 
Mstep: Class 36 contains 3518 members 
Mstep: Class 37 contains 3689 members 
Mstep: Class 38 contains 1542 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 4761 members 
Mstep: Class 41 contains 19597 members 
Mstep: Class 42 contains 8945 members 
Mstep: Class 43 contains 19986 members 
Mstep: Class 44 contains 21947 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777688.000000 Penalty: 98713.132812
Iteration 182Q: 47 clusters Score -4.977769e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 43430 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 44596 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37537 members 
Mstep: Class 11 contains 18335 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 21103 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13009 members 
Mstep: Class 16 contains 9916 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 38709 members 
Mstep: Class 21 contains 36580 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 5722 members 
Mstep: Class 24 contains 2326 members 
Mstep: Class 25 contains 5485 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 22308 members 
Mstep: Class 30 contains 28595 members 
Mstep: Class 31 contains 4421 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2474 members 
Mstep: Class 35 contains 966 members 
Mstep: Class 36 contains 3528 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 1543 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 4761 members 
Mstep: Class 41 contains 19586 members 
Mstep: Class 42 contains 8888 members 
Mstep: Class 43 contains 20781 members 
Mstep: Class 44 contains 22198 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778412.000000 Penalty: 98713.132812
Iteration 183Q: 47 clusters Score -4.977841e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 38226 members 
Mstep: Class 4 contains 43426 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 44593 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37554 members 
Mstep: Class 11 contains 18231 members 
Mstep: Class 12 contains 8019 members 
Mstep: Class 13 contains 21037 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13021 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 39079 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 23 contains 5722 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 22022 members 
Mstep: Class 30 contains 28330 members 
Mstep: Class 31 contains 4421 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2472 members 
Mstep: Class 35 contains 966 members 
Mstep: Class 36 contains 3537 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 4762 members 
Mstep: Class 41 contains 19546 members 
Mstep: Class 42 contains 8839 members 
Mstep: Class 43 contains 21635 members 
Mstep: Class 44 contains 22389 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778940.000000 Penalty: 98713.132812
Iteration 184Q: 47 clusters Score -4.977894e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 38143 members 
Mstep: Class 4 contains 43406 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 44587 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37576 members 
Mstep: Class 11 contains 18156 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 20971 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13032 members 
Mstep: Class 16 contains 9894 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 39419 members 
Mstep: Class 21 contains 35692 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 23 contains 5719 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5510 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 1216 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 21728 members 
Mstep: Class 30 contains 28074 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2471 members 
Mstep: Class 35 contains 966 members 
Mstep: Class 36 contains 3545 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 4761 members 
Mstep: Class 41 contains 19497 members 
Mstep: Class 42 contains 8797 members 
Mstep: Class 43 contains 22447 members 
Mstep: Class 44 contains 22590 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779708.000000 Penalty: 98713.132812
Iteration 185Q: 47 clusters Score -4.977971e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 38079 members 
Mstep: Class 4 contains 43385 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 44581 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37595 members 
Mstep: Class 11 contains 18092 members 
Mstep: Class 12 contains 8036 members 
Mstep: Class 13 contains 20918 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13036 members 
Mstep: Class 16 contains 9880 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 39722 members 
Mstep: Class 21 contains 35281 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 21497 members 
Mstep: Class 30 contains 27825 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2471 members 
Mstep: Class 35 contains 967 members 
Mstep: Class 36 contains 3553 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 4761 members 
Mstep: Class 41 contains 19439 members 
Mstep: Class 42 contains 8745 members 
Mstep: Class 43 contains 23213 members 
Mstep: Class 44 contains 22804 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780040.000000 Penalty: 98713.132812
Iteration 186Q: 47 clusters Score -4.978004e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 38020 members 
Mstep: Class 4 contains 43365 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 44617 members 
Mstep: Class 8 contains 5022 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37627 members 
Mstep: Class 11 contains 18031 members 
Mstep: Class 12 contains 8047 members 
Mstep: Class 13 contains 20845 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13048 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 39972 members 
Mstep: Class 21 contains 34880 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 23 contains 5713 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5523 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 21309 members 
Mstep: Class 30 contains 27560 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2471 members 
Mstep: Class 35 contains 967 members 
Mstep: Class 36 contains 3559 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1084 members 
Mstep: Class 40 contains 4760 members 
Mstep: Class 41 contains 19360 members 
Mstep: Class 42 contains 8710 members 
Mstep: Class 43 contains 23981 members 
Mstep: Class 44 contains 23005 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780364.000000 Penalty: 98713.132812
Iteration 187Q: 47 clusters Score -4.978036e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 37957 members 
Mstep: Class 4 contains 43335 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 44644 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 17973 members 
Mstep: Class 12 contains 8063 members 
Mstep: Class 13 contains 20786 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13055 members 
Mstep: Class 16 contains 9846 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 40190 members 
Mstep: Class 21 contains 34496 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 23 contains 5713 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5533 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 1220 members 
Mstep: Class 28 contains 4913 members 
Mstep: Class 29 contains 21120 members 
Mstep: Class 30 contains 27291 members 
Mstep: Class 31 contains 4419 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2467 members 
Mstep: Class 35 contains 968 members 
Mstep: Class 36 contains 3565 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1088 members 
Mstep: Class 40 contains 4762 members 
Mstep: Class 41 contains 19292 members 
Mstep: Class 42 contains 8661 members 
Mstep: Class 43 contains 24750 members 
Mstep: Class 44 contains 23179 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780736.000000 Penalty: 98713.132812
Iteration 188Q: 47 clusters Score -4.978074e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 37907 members 
Mstep: Class 4 contains 43315 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 44683 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37664 members 
Mstep: Class 11 contains 17929 members 
Mstep: Class 12 contains 8082 members 
Mstep: Class 13 contains 20726 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13057 members 
Mstep: Class 16 contains 9833 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 40338 members 
Mstep: Class 21 contains 34129 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5538 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 20971 members 
Mstep: Class 30 contains 27043 members 
Mstep: Class 31 contains 4416 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2465 members 
Mstep: Class 35 contains 970 members 
Mstep: Class 36 contains 3575 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1092 members 
Mstep: Class 40 contains 4762 members 
Mstep: Class 41 contains 19235 members 
Mstep: Class 42 contains 8615 members 
Mstep: Class 43 contains 25442 members 
Mstep: Class 44 contains 23343 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780980.000000 Penalty: 98713.132812
Iteration 189Q: 47 clusters Score -4.978098e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 37833 members 
Mstep: Class 4 contains 43311 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 44722 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37685 members 
Mstep: Class 11 contains 17891 members 
Mstep: Class 12 contains 8102 members 
Mstep: Class 13 contains 20679 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13072 members 
Mstep: Class 16 contains 9838 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 40452 members 
Mstep: Class 21 contains 33819 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5541 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 4913 members 
Mstep: Class 29 contains 20853 members 
Mstep: Class 30 contains 26805 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2459 members 
Mstep: Class 35 contains 970 members 
Mstep: Class 36 contains 3582 members 
Mstep: Class 37 contains 3690 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1092 members 
Mstep: Class 40 contains 4762 members 
Mstep: Class 41 contains 19192 members 
Mstep: Class 42 contains 8581 members 
Mstep: Class 43 contains 26063 members 
Mstep: Class 44 contains 23453 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780908.000000 Penalty: 98713.132812
Iteration 190Q: 47 clusters Score -4.978091e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 37715 members 
Mstep: Class 4 contains 43312 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 44773 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37716 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 8113 members 
Mstep: Class 13 contains 20642 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13078 members 
Mstep: Class 16 contains 9824 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 20 contains 40517 members 
Mstep: Class 21 contains 33529 members 
Mstep: Class 22 contains 1279 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 5546 members 
Mstep: Class 26 contains 2867 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4914 members 
Mstep: Class 29 contains 20781 members 
Mstep: Class 30 contains 26580 members 
Mstep: Class 31 contains 4427 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2459 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 3585 members 
Mstep: Class 37 contains 3689 members 
Mstep: Class 38 contains 1545 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 4762 members 
Mstep: Class 41 contains 19169 members 
Mstep: Class 42 contains 8553 members 
Mstep: Class 43 contains 26662 members 
Mstep: Class 44 contains 23561 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780560.000000 Penalty: 98713.132812
Iteration 191Q: 47 clusters Score -4.978056e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 37620 members 
Mstep: Class 4 contains 43296 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 44826 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37748 members 
Mstep: Class 11 contains 17845 members 
Mstep: Class 12 contains 8123 members 
Mstep: Class 13 contains 20603 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13084 members 
Mstep: Class 16 contains 9806 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 40566 members 
Mstep: Class 21 contains 33188 members 
Mstep: Class 22 contains 1278 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 2326 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4914 members 
Mstep: Class 29 contains 20712 members 
Mstep: Class 30 contains 26412 members 
Mstep: Class 31 contains 4433 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2456 members 
Mstep: Class 35 contains 970 members 
Mstep: Class 36 contains 3592 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1543 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 4762 members 
Mstep: Class 41 contains 19122 members 
Mstep: Class 42 contains 8534 members 
Mstep: Class 43 contains 27258 members 
Mstep: Class 44 contains 23654 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780076.000000 Penalty: 98713.132812
Iteration 192Q: 47 clusters Score -4.978008e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 37555 members 
Mstep: Class 4 contains 43280 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 44881 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37777 members 
Mstep: Class 11 contains 17828 members 
Mstep: Class 12 contains 8133 members 
Mstep: Class 13 contains 20562 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13090 members 
Mstep: Class 16 contains 9794 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40605 members 
Mstep: Class 21 contains 32789 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 5695 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4914 members 
Mstep: Class 29 contains 20668 members 
Mstep: Class 30 contains 26242 members 
Mstep: Class 31 contains 4443 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 970 members 
Mstep: Class 36 contains 3600 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1543 members 
Mstep: Class 39 contains 1096 members 
Mstep: Class 40 contains 4762 members 
Mstep: Class 41 contains 19074 members 
Mstep: Class 42 contains 8515 members 
Mstep: Class 43 contains 27877 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779456.000000 Penalty: 98713.132812
Iteration 193Q: 47 clusters Score -4.977946e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 37546 members 
Mstep: Class 4 contains 43274 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 44912 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37800 members 
Mstep: Class 11 contains 17805 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 20530 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13093 members 
Mstep: Class 16 contains 9781 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40619 members 
Mstep: Class 21 contains 32331 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4915 members 
Mstep: Class 29 contains 20636 members 
Mstep: Class 30 contains 26095 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3606 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1096 members 
Mstep: Class 40 contains 4764 members 
Mstep: Class 41 contains 19056 members 
Mstep: Class 42 contains 8488 members 
Mstep: Class 43 contains 28462 members 
Mstep: Class 44 contains 23813 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779448.000000 Penalty: 98713.132812
Iteration 194Q: 47 clusters Score -4.977945e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 37553 members 
Mstep: Class 4 contains 43256 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 44944 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37814 members 
Mstep: Class 11 contains 17795 members 
Mstep: Class 12 contains 8151 members 
Mstep: Class 13 contains 20494 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13096 members 
Mstep: Class 16 contains 9769 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40633 members 
Mstep: Class 21 contains 31858 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5690 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 25975 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3611 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1543 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 4767 members 
Mstep: Class 41 contains 19037 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 29043 members 
Mstep: Class 44 contains 23893 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779320.000000 Penalty: 98713.132812
Iteration 195Q: 47 clusters Score -4.977932e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 37590 members 
Mstep: Class 4 contains 43239 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 44982 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37832 members 
Mstep: Class 11 contains 17774 members 
Mstep: Class 12 contains 8162 members 
Mstep: Class 13 contains 20461 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13101 members 
Mstep: Class 16 contains 9753 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40655 members 
Mstep: Class 21 contains 31360 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 20599 members 
Mstep: Class 30 contains 25873 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3615 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1096 members 
Mstep: Class 40 contains 4766 members 
Mstep: Class 41 contains 19001 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 29605 members 
Mstep: Class 44 contains 23959 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779224.000000 Penalty: 98713.132812
Iteration 196Q: 47 clusters Score -4.977922e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 37608 members 
Mstep: Class 4 contains 43227 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 45016 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37844 members 
Mstep: Class 11 contains 17770 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 20435 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13104 members 
Mstep: Class 16 contains 9748 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40669 members 
Mstep: Class 21 contains 30890 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5689 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 20588 members 
Mstep: Class 30 contains 25752 members 
Mstep: Class 31 contains 4482 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3620 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 4766 members 
Mstep: Class 41 contains 18982 members 
Mstep: Class 42 contains 8414 members 
Mstep: Class 43 contains 30153 members 
Mstep: Class 44 contains 24017 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779128.000000 Penalty: 98713.132812
Iteration 197Q: 47 clusters Score -4.977913e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 37633 members 
Mstep: Class 4 contains 43232 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37847 members 
Mstep: Class 11 contains 17754 members 
Mstep: Class 12 contains 8178 members 
Mstep: Class 13 contains 20428 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13099 members 
Mstep: Class 16 contains 9746 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40695 members 
Mstep: Class 21 contains 30450 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5687 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5566 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 20582 members 
Mstep: Class 30 contains 25646 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2453 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3630 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1092 members 
Mstep: Class 40 contains 4766 members 
Mstep: Class 41 contains 18956 members 
Mstep: Class 42 contains 8399 members 
Mstep: Class 43 contains 30664 members 
Mstep: Class 44 contains 24059 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778884.000000 Penalty: 98713.132812
Iteration 198Q: 47 clusters Score -4.977888e+07 nChanged 1046
Entering ConstructFrom: 
Score: -49778884.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (37004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Entering Unmasked Estep 
Score: -3639540.500000 Penalty: 1709.302002
	Iteration 0F: 2 clusters Score -3639540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3616840.500000 Penalty: 3418.604004
	Iteration 0F: 3 clusters Score -3616840 nChanged 17283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3626522.000000 Penalty: 3418.604004
	Iteration 1F: 3 clusters Score -3626522 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3626839.000000 Penalty: 3418.604004
	Iteration 2Q: 3 clusters Score -3626839 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3627175.750000 Penalty: 3418.604004
	Iteration 3Q: 3 clusters Score -3627176 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3627478.500000 Penalty: 3418.604004
	Iteration 4Q: 3 clusters Score -3627478 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3627790.500000 Penalty: 3418.604004
	Iteration 5Q: 3 clusters Score -3627790 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3628123.250000 Penalty: 3418.604004
	Iteration 6Q: 3 clusters Score -3628123 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3628605.000000 Penalty: 3418.604004
	Iteration 7Q: 3 clusters Score -3628605 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3629341.500000 Penalty: 3418.604004
	Iteration 8Q: 3 clusters Score -3629342 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3630409.000000 Penalty: 3418.604004
	Iteration 9Q: 3 clusters Score -3630409 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3631696.500000 Penalty: 3418.604004
	Iteration 10F: 3 clusters Score -3631696 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3632866.250000 Penalty: 3418.604004
	Iteration 11Q: 3 clusters Score -3632866 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3633583.750000 Penalty: 3418.604004
	Iteration 12Q: 3 clusters Score -3633584 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3633941.000000 Penalty: 3418.604004
	Iteration 13Q: 3 clusters Score -3633941 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3634038.750000 Penalty: 3418.604004
	Iteration 14Q: 3 clusters Score -3634039 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3634105.750000 Penalty: 3418.604004
	Iteration 15Q: 3 clusters Score -3634106 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3634134.000000 Penalty: 3418.604004
	Iteration 16Q: 3 clusters Score -3634134 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3634137.000000 Penalty: 3418.604004
	Iteration 17Q: 3 clusters Score -3634137 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3634170.000000 Penalty: 3418.604004
	Iteration 18Q: 3 clusters Score -3634170 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3634218.750000 Penalty: 3418.604004
	Iteration 19Q: 3 clusters Score -3634219 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3634231.250000 Penalty: 3418.604004
	Iteration 20F: 3 clusters Score -3634231 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3634243.750000 Penalty: 3418.604004
	Iteration 21Q: 3 clusters Score -3634244 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3634279.750000 Penalty: 3418.604004
	Iteration 22Q: 3 clusters Score -3634280 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3634312.000000 Penalty: 3418.604004
	Iteration 23Q: 3 clusters Score -3634312 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3634311.750000 Penalty: 3418.604004
	Iteration 24Q: 3 clusters Score -3634312 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3634328.250000 Penalty: 3418.604004
	Iteration 25Q: 3 clusters Score -3634328 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3634337.500000 Penalty: 3418.604004
	Iteration 26Q: 3 clusters Score -3634338 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3634366.500000 Penalty: 3418.604004
	Iteration 27Q: 3 clusters Score -3634366 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3634391.000000 Penalty: 3418.604004
	Iteration 28Q: 3 clusters Score -3634391 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3634423.000000 Penalty: 3418.604004
	Iteration 29Q: 3 clusters Score -3634423 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3634457.750000 Penalty: 3418.604004
	Iteration 30Q: 3 clusters Score -3634458 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3634464.750000 Penalty: 3418.604004
	Iteration 31Q: 3 clusters Score -3634465 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3634488.750000 Penalty: 3418.604004
	Iteration 32Q: 3 clusters Score -3634489 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3634510.000000 Penalty: 3418.604004
	Iteration 33Q: 3 clusters Score -3634510 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3634543.000000 Penalty: 3418.604004
	Iteration 34Q: 3 clusters Score -3634543 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3634560.750000 Penalty: 3418.604004
	Iteration 35Q: 3 clusters Score -3634561 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3634577.250000 Penalty: 3418.604004
	Iteration 36Q: 3 clusters Score -3634577 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3634592.500000 Penalty: 3418.604004
	Iteration 37Q: 3 clusters Score -3634592 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3634600.000000 Penalty: 3418.604004
	Iteration 38Q: 3 clusters Score -3634600 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3634599.750000 Penalty: 3418.604004
	Iteration 39Q: 3 clusters Score -3634600 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3634610.750000 Penalty: 3418.604004
	Iteration 40F: 3 clusters Score -3634611 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3634618.500000 Penalty: 3418.604004
	Iteration 41Q: 3 clusters Score -3634618 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3634627.750000 Penalty: 3418.604004
	Iteration 42Q: 3 clusters Score -3634628 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3634640.000000 Penalty: 3418.604004
	Iteration 43Q: 3 clusters Score -3634640 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3634654.000000 Penalty: 3418.604004
	Iteration 44Q: 3 clusters Score -3634654 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3634665.500000 Penalty: 3418.604004
	Iteration 45Q: 3 clusters Score -3634666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3634666.000000 Penalty: 3418.604004
	Iteration 46Q: 3 clusters Score -3634666 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3634702.750000 Penalty: 3418.604004
	Iteration 47Q: 3 clusters Score -3634703 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3634729.250000 Penalty: 3418.604004
	Iteration 48Q: 3 clusters Score -3634729 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3634770.750000 Penalty: 3418.604004
	Iteration 49Q: 3 clusters Score -3634771 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3634804.500000 Penalty: 3418.604004
	Iteration 50Q: 3 clusters Score -3634804 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3634830.500000 Penalty: 3418.604004
	Iteration 51Q: 3 clusters Score -3634830 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3634859.000000 Penalty: 3418.604004
	Iteration 52Q: 3 clusters Score -3634859 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3634904.000000 Penalty: 3418.604004
	Iteration 53Q: 3 clusters Score -3634904 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3634939.250000 Penalty: 3418.604004
	Iteration 54Q: 3 clusters Score -3634939 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3634990.250000 Penalty: 3418.604004
	Iteration 55Q: 3 clusters Score -3634990 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3635055.500000 Penalty: 3418.604004
	Iteration 56Q: 3 clusters Score -3635056 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3635121.250000 Penalty: 3418.604004
	Iteration 57Q: 3 clusters Score -3635121 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3635180.000000 Penalty: 3418.604004
	Iteration 58Q: 3 clusters Score -3635180 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3635234.750000 Penalty: 3418.604004
	Iteration 59Q: 3 clusters Score -3635235 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3635286.250000 Penalty: 3418.604004
	Iteration 60F: 3 clusters Score -3635286 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3635352.500000 Penalty: 3418.604004
	Iteration 61Q: 3 clusters Score -3635352 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3635417.250000 Penalty: 3418.604004
	Iteration 62Q: 3 clusters Score -3635417 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3635496.250000 Penalty: 3418.604004
	Iteration 63Q: 3 clusters Score -3635496 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3635573.250000 Penalty: 3418.604004
	Iteration 64Q: 3 clusters Score -3635573 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3635686.500000 Penalty: 3418.604004
	Iteration 65Q: 3 clusters Score -3635686 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3635806.250000 Penalty: 3418.604004
	Iteration 66Q: 3 clusters Score -3635806 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3635895.750000 Penalty: 3418.604004
	Iteration 67Q: 3 clusters Score -3635896 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3635991.500000 Penalty: 3418.604004
	Iteration 68Q: 3 clusters Score -3635992 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3636104.250000 Penalty: 3418.604004
	Iteration 69Q: 3 clusters Score -3636104 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3636199.250000 Penalty: 3418.604004
	Iteration 70Q: 3 clusters Score -3636199 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3636295.250000 Penalty: 3418.604004
	Iteration 71Q: 3 clusters Score -3636295 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3636389.500000 Penalty: 3418.604004
	Iteration 72Q: 3 clusters Score -3636390 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3636467.750000 Penalty: 3418.604004
	Iteration 73Q: 3 clusters Score -3636468 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3636545.750000 Penalty: 3418.604004
	Iteration 74Q: 3 clusters Score -3636546 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3636622.000000 Penalty: 3418.604004
	Iteration 75Q: 3 clusters Score -3636622 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3636688.750000 Penalty: 3418.604004
	Iteration 76Q: 3 clusters Score -3636689 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3636720.000000 Penalty: 3418.604004
	Iteration 77Q: 3 clusters Score -3636720 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3636785.500000 Penalty: 3418.604004
	Iteration 78Q: 3 clusters Score -3636786 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3636813.500000 Penalty: 3418.604004
	Iteration 79Q: 3 clusters Score -3636814 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3636853.500000 Penalty: 3418.604004
	Iteration 80F: 3 clusters Score -3636854 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3636898.250000 Penalty: 3418.604004
	Iteration 81Q: 3 clusters Score -3636898 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3636921.750000 Penalty: 3418.604004
	Iteration 82Q: 3 clusters Score -3636922 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3636918.750000 Penalty: 3418.604004
	Iteration 83Q: 3 clusters Score -3636919 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3636948.250000 Penalty: 3418.604004
	Iteration 84Q: 3 clusters Score -3636948 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3636951.000000 Penalty: 3418.604004
	Iteration 85Q: 3 clusters Score -3636951 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3636957.000000 Penalty: 3418.604004
	Iteration 86Q: 3 clusters Score -3636957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3636960.500000 Penalty: 3418.604004
	Iteration 87Q: 3 clusters Score -3636960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -3636971.500000 Penalty: 3418.604004
	Iteration 88Q: 3 clusters Score -3636972 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3636973.000000 Penalty: 3418.604004
	Iteration 89Q: 3 clusters Score -3636973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3636977.250000 Penalty: 3418.604004
	Iteration 90Q: 3 clusters Score -3636977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3636986.500000 Penalty: 3418.604004
	Iteration 91Q: 3 clusters Score -3636986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3636984.250000 Penalty: 3418.604004
	Iteration 92Q: 3 clusters Score -3636984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3636982.250000 Penalty: 3418.604004
	Iteration 93Q: 3 clusters Score -3636982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3636985.000000 Penalty: 3418.604004
	Iteration 94Q: 3 clusters Score -3636985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3636990.000000 Penalty: 3418.604004
	Iteration 95Q: 3 clusters Score -3636990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3637001.250000 Penalty: 3418.604004
	Iteration 96Q: 3 clusters Score -3637001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3637006.000000 Penalty: 3418.604004
	Iteration 97Q: 3 clusters Score -3637006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3637006.250000 Penalty: 3418.604004
	Iteration 98Q: 3 clusters Score -3637006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3636995.750000 Penalty: 3418.604004
	Iteration 99Q: 3 clusters Score -3636996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3636990.500000 Penalty: 3418.604004
	Iteration 100F: 3 clusters Score -3636990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3636988.500000 Penalty: 3418.604004
	Iteration 101Q: 3 clusters Score -3636988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3636996.500000 Penalty: 3418.604004
	Iteration 102Q: 3 clusters Score -3636996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3636996.500000 Penalty: 3418.604004
	Iteration 103Q: 3 clusters Score -3636996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3636993.250000 Penalty: 3418.604004
	Iteration 104Q: 3 clusters Score -3636993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3636992.500000 Penalty: 3418.604004
	Iteration 105Q: 3 clusters Score -3636992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3636993.250000 Penalty: 3418.604004
	Iteration 106Q: 3 clusters Score -3636993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3637000.000000 Penalty: 3418.604004
	Iteration 107Q: 3 clusters Score -3637000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3636997.500000 Penalty: 3418.604004
	Iteration 108Q: 3 clusters Score -3636998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3636999.750000 Penalty: 3418.604004
	Iteration 109Q: 3 clusters Score -3637000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3636998.250000 Penalty: 3418.604004
	Iteration 110Q: 3 clusters Score -3636998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3636998.750000 Penalty: 3418.604004
	Iteration 111Q: 3 clusters Score -3636999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3637001.000000 Penalty: 3418.604004
	Iteration 112Q: 3 clusters Score -3637001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3637003.750000 Penalty: 3418.604004
	Iteration 113Q: 3 clusters Score -3637004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3637002.500000 Penalty: 3418.604004
	Iteration 114Q: 3 clusters Score -3637002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3637002.500000 Penalty: 3418.604004
	Iteration 115F: 3 clusters Score -3637002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -242884.625000 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -242884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -240390.375000 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -240390.4 nChanged 980
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: -240987.296875 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -240987.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241095.390625 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -241095.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -241164.828125 Penalty: 2554.183838
	Iteration 3Q: 3 clusters Score -241164.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -241222.796875 Penalty: 2554.183838
	Iteration 4Q: 3 clusters Score -241222.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -241270.187500 Penalty: 2554.183838
	Iteration 5Q: 3 clusters Score -241270.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -241308.984375 Penalty: 2554.183838
	Iteration 6Q: 3 clusters Score -241309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -241341.937500 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -241341.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -241367.453125 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -241367.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -241399.671875 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -241399.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -241428.562500 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -241428.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -241456.328125 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -241456.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -241478.093750 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -241478.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -241501.546875 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -241501.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -241523.578125 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -241523.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -241544.125000 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -241544.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -241561.781250 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -241561.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -241582.953125 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -241583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -241601.625000 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -241601.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -241613.906250 Penalty: 2554.183838
	Iteration 19Q: 3 clusters Score -241613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -241630.578125 Penalty: 2554.183838
	Iteration 20F: 3 clusters Score -241630.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -241643.890625 Penalty: 2554.183838
	Iteration 21Q: 3 clusters Score -241643.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -241655.406250 Penalty: 2554.183838
	Iteration 22Q: 3 clusters Score -241655.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -241666.578125 Penalty: 2554.183838
	Iteration 23Q: 3 clusters Score -241666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -241675.609375 Penalty: 2554.183838
	Iteration 24Q: 3 clusters Score -241675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -241679.968750 Penalty: 2554.183838
	Iteration 25Q: 3 clusters Score -241680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -241689.828125 Penalty: 2554.183838
	Iteration 26Q: 3 clusters Score -241689.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -241697.953125 Penalty: 2554.183838
	Iteration 27Q: 3 clusters Score -241698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -241700.750000 Penalty: 2554.183838
	Iteration 28Q: 3 clusters Score -241700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -241703.359375 Penalty: 2554.183838
	Iteration 29Q: 3 clusters Score -241703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -241705.062500 Penalty: 2554.183838
	Iteration 30Q: 3 clusters Score -241705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -241707.343750 Penalty: 2554.183838
	Iteration 31Q: 3 clusters Score -241707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -241710.281250 Penalty: 2554.183838
	Iteration 32Q: 3 clusters Score -241710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -241713.734375 Penalty: 2554.183838
	Iteration 33Q: 3 clusters Score -241713.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -241716.468750 Penalty: 2554.183838
	Iteration 34Q: 3 clusters Score -241716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -241717.359375 Penalty: 2554.183838
	Iteration 35Q: 3 clusters Score -241717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -241719.343750 Penalty: 2554.183838
	Iteration 36Q: 3 clusters Score -241719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -241721.359375 Penalty: 2554.183838
	Iteration 37Q: 3 clusters Score -241721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -241722.406250 Penalty: 2554.183838
	Iteration 38Q: 3 clusters Score -241722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -241724.640625 Penalty: 2554.183838
	Iteration 39Q: 3 clusters Score -241724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -241725.406250 Penalty: 2554.183838
	Iteration 40F: 3 clusters Score -241725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Entering Unmasked Estep 
Score: -3527327.500000 Penalty: 1712.200562
	Iteration 0F: 2 clusters Score -3527328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3503172.000000 Penalty: 3424.401123
	Iteration 0F: 3 clusters Score -3503172 nChanged 17488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3513290.000000 Penalty: 3424.401123
	Iteration 1F: 3 clusters Score -3513290 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3513942.500000 Penalty: 3424.401123
	Iteration 2Q: 3 clusters Score -3513942 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3514620.750000 Penalty: 3424.401123
	Iteration 3F: 3 clusters Score -3514621 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3515435.500000 Penalty: 3424.401123
	Iteration 4F: 3 clusters Score -3515436 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3516540.000000 Penalty: 3424.401123
	Iteration 5F: 3 clusters Score -3516540 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3518089.000000 Penalty: 3424.401123
	Iteration 6F: 3 clusters Score -3518089 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3520050.000000 Penalty: 3424.401123
	Iteration 7F: 3 clusters Score -3520050 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3522125.250000 Penalty: 3424.401123
	Iteration 8F: 3 clusters Score -3522125 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3523747.750000 Penalty: 3424.401123
	Iteration 9Q: 3 clusters Score -3523748 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3524585.250000 Penalty: 3424.401123
	Iteration 10Q: 3 clusters Score -3524585 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3525138.250000 Penalty: 3424.401123
	Iteration 11Q: 3 clusters Score -3525138 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3525448.000000 Penalty: 3424.401123
	Iteration 12Q: 3 clusters Score -3525448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3525641.000000 Penalty: 3424.401123
	Iteration 13Q: 3 clusters Score -3525641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3525732.000000 Penalty: 3424.401123
	Iteration 14Q: 3 clusters Score -3525732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3525780.750000 Penalty: 3424.401123
	Iteration 15Q: 3 clusters Score -3525781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3525806.000000 Penalty: 3424.401123
	Iteration 16Q: 3 clusters Score -3525806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3525827.000000 Penalty: 3424.401123
	Iteration 17Q: 3 clusters Score -3525827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3525844.250000 Penalty: 3424.401123
	Iteration 18Q: 3 clusters Score -3525844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3525850.500000 Penalty: 3424.401123
	Iteration 19Q: 3 clusters Score -3525850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3525857.250000 Penalty: 3424.401123
	Iteration 20F: 3 clusters Score -3525857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3525864.500000 Penalty: 3424.401123
	Iteration 21Q: 3 clusters Score -3525864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3525869.250000 Penalty: 3424.401123
	Iteration 22Q: 3 clusters Score -3525869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3525871.250000 Penalty: 3424.401123
	Iteration 23Q: 3 clusters Score -3525871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3525874.500000 Penalty: 3424.401123
	Iteration 24Q: 3 clusters Score -3525874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3525879.750000 Penalty: 3424.401123
	Iteration 25Q: 3 clusters Score -3525880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3525879.750000 Penalty: 3424.401123
	Iteration 26F: 3 clusters Score -3525880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Entering Unmasked Estep 
Score: -4088967.250000 Penalty: 1734.575928
	Iteration 0F: 2 clusters Score -4088967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4064216.500000 Penalty: 3469.151855
	Iteration 0F: 3 clusters Score -4064216 nChanged 20167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4076151.500000 Penalty: 3469.151855
	Iteration 1F: 3 clusters Score -4076152 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4077556.000000 Penalty: 3469.151855
	Iteration 2F: 3 clusters Score -4077556 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4079809.250000 Penalty: 3469.151855
	Iteration 3F: 3 clusters Score -4079809 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4082748.000000 Penalty: 3469.151855
	Iteration 4F: 3 clusters Score -4082748 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4085818.250000 Penalty: 3469.151855
	Iteration 5F: 3 clusters Score -4085818 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4087749.500000 Penalty: 3469.151855
	Iteration 6F: 3 clusters Score -4087750 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4089032.500000 Penalty: 3469.151855
	Iteration 7Q: 3 clusters Score -4089032 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4089713.500000 Penalty: 3469.151855
	Iteration 8Q: 3 clusters Score -4089714 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4089893.000000 Penalty: 3469.151855
	Iteration 9Q: 3 clusters Score -4089893 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4089914.000000 Penalty: 3469.151855
	Iteration 10Q: 3 clusters Score -4089914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4089894.000000 Penalty: 3469.151855
	Iteration 11Q: 3 clusters Score -4089894 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4089877.250000 Penalty: 3469.151855
	Iteration 12Q: 3 clusters Score -4089877 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4089846.000000 Penalty: 3469.151855
	Iteration 13Q: 3 clusters Score -4089846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4089842.750000 Penalty: 3469.151855
	Iteration 14Q: 3 clusters Score -4089843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4089826.250000 Penalty: 3469.151855
	Iteration 15Q: 3 clusters Score -4089826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4089808.250000 Penalty: 3469.151855
	Iteration 16Q: 3 clusters Score -4089808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4089801.750000 Penalty: 3469.151855
	Iteration 17Q: 3 clusters Score -4089802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4089788.750000 Penalty: 3469.151855
	Iteration 18Q: 3 clusters Score -4089789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4089786.500000 Penalty: 3469.151855
	Iteration 19Q: 3 clusters Score -4089786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4089778.500000 Penalty: 3469.151855
	Iteration 20F: 3 clusters Score -4089778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4089775.250000 Penalty: 3469.151855
	Iteration 21Q: 3 clusters Score -4089775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4089784.750000 Penalty: 3469.151855
	Iteration 22Q: 3 clusters Score -4089785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4089789.000000 Penalty: 3469.151855
	Iteration 23Q: 3 clusters Score -4089789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4089788.250000 Penalty: 3469.151855
	Iteration 24Q: 3 clusters Score -4089788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4089783.500000 Penalty: 3469.151855
	Iteration 25Q: 3 clusters Score -4089784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4089774.750000 Penalty: 3469.151855
	Iteration 26Q: 3 clusters Score -4089775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4089767.000000 Penalty: 3469.151855
	Iteration 27Q: 3 clusters Score -4089767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4089763.250000 Penalty: 3469.151855
	Iteration 28Q: 3 clusters Score -4089763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4089763.750000 Penalty: 3469.151855
	Iteration 29Q: 3 clusters Score -4089764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4089760.000000 Penalty: 3469.151855
	Iteration 30Q: 3 clusters Score -4089760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4089753.750000 Penalty: 3469.151855
	Iteration 31Q: 3 clusters Score -4089754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4089754.500000 Penalty: 3469.151855
	Iteration 32Q: 3 clusters Score -4089754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4089752.250000 Penalty: 3469.151855
	Iteration 33Q: 3 clusters Score -4089752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4089747.000000 Penalty: 3469.151855
	Iteration 34Q: 3 clusters Score -4089747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4089753.250000 Penalty: 3469.151855
	Iteration 35Q: 3 clusters Score -4089753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4089750.000000 Penalty: 3469.151855
	Iteration 36Q: 3 clusters Score -4089750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4089750.750000 Penalty: 3469.151855
	Iteration 37Q: 3 clusters Score -4089751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4089744.250000 Penalty: 3469.151855
	Iteration 38Q: 3 clusters Score -4089744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4089738.250000 Penalty: 3469.151855
	Iteration 39Q: 3 clusters Score -4089738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4089736.500000 Penalty: 3469.151855
	Iteration 40F: 3 clusters Score -4089736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4089737.250000 Penalty: 3469.151855
	Iteration 41Q: 3 clusters Score -4089737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4089732.000000 Penalty: 3469.151855
	Iteration 42Q: 3 clusters Score -4089732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4089730.000000 Penalty: 3469.151855
	Iteration 43Q: 3 clusters Score -4089730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4089730.000000 Penalty: 3469.151855
	Iteration 44F: 3 clusters Score -4089730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 37670 members 
Mstep: Class 4 contains 40727 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37853 members 
Mstep: Class 11 contains 17746 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 20417 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13107 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40703 members 
Mstep: Class 21 contains 30019 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 20571 members 
Mstep: Class 30 contains 25539 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3636 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 4766 members 
Mstep: Class 41 contains 18925 members 
Mstep: Class 42 contains 8378 members 
Mstep: Class 43 contains 31148 members 
Mstep: Class 44 contains 24097 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 2504 members 
Entering Unmasked Estep 
Score: -49779540.000000 Penalty: 100859.070312
Splitting cluster 4 changes total score from -49778884.000000 to -49779540.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -170940.453125 Penalty: 1227.067871
	Iteration 0F: 2 clusters Score -170940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -168908.296875 Penalty: 2454.135742
	Iteration 0F: 3 clusters Score -168908.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -169440.171875 Penalty: 2454.135742
	Iteration 1F: 3 clusters Score -169440.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -169678.078125 Penalty: 2454.135742
	Iteration 2F: 3 clusters Score -169678.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -169845.468750 Penalty: 2454.135742
	Iteration 3F: 3 clusters Score -169845.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -169963.828125 Penalty: 2454.135742
	Iteration 4F: 3 clusters Score -169963.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170082.890625 Penalty: 2454.135742
	Iteration 5F: 3 clusters Score -170082.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -170223.218750 Penalty: 2454.135742
	Iteration 6F: 3 clusters Score -170223.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -170360.765625 Penalty: 2454.135742
	Iteration 7F: 3 clusters Score -170360.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -170476.187500 Penalty: 2454.135742
	Iteration 8Q: 3 clusters Score -170476.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -170569.578125 Penalty: 2454.135742
	Iteration 9Q: 3 clusters Score -170569.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -170629.296875 Penalty: 2454.135742
	Iteration 10Q: 3 clusters Score -170629.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -170688.703125 Penalty: 2454.135742
	Iteration 11Q: 3 clusters Score -170688.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -170730.703125 Penalty: 2454.135742
	Iteration 12Q: 3 clusters Score -170730.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -170765.359375 Penalty: 2454.135742
	Iteration 13Q: 3 clusters Score -170765.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170787.406250 Penalty: 2454.135742
	Iteration 14Q: 3 clusters Score -170787.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -170806.906250 Penalty: 2454.135742
	Iteration 15Q: 3 clusters Score -170806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -170824.531250 Penalty: 2454.135742
	Iteration 16Q: 3 clusters Score -170824.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -170843.625000 Penalty: 2454.135742
	Iteration 17Q: 3 clusters Score -170843.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -170864.531250 Penalty: 2454.135742
	Iteration 18Q: 3 clusters Score -170864.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -170884.562500 Penalty: 2454.135742
	Iteration 19Q: 3 clusters Score -170884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -170900.578125 Penalty: 2454.135742
	Iteration 20F: 3 clusters Score -170900.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -170908.984375 Penalty: 2454.135742
	Iteration 21Q: 3 clusters Score -170909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -170915.578125 Penalty: 2454.135742
	Iteration 22Q: 3 clusters Score -170915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -170917.906250 Penalty: 2454.135742
	Iteration 23Q: 3 clusters Score -170917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -170917.906250 Penalty: 2454.135742
	Iteration 24F: 3 clusters Score -170917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -205877.531250 Penalty: 1271.537476
	Iteration 0F: 2 clusters Score -205877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -203529.453125 Penalty: 2543.074951
	Iteration 0F: 3 clusters Score -203529.5 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -204185.640625 Penalty: 2543.074951
	Iteration 1F: 3 clusters Score -204185.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -204511.765625 Penalty: 2543.074951
	Iteration 2F: 3 clusters Score -204511.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -204777.781250 Penalty: 2543.074951
	Iteration 3F: 3 clusters Score -204777.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -204994.921875 Penalty: 2543.074951
	Iteration 4F: 3 clusters Score -204994.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -205148.812500 Penalty: 2543.074951
	Iteration 5F: 3 clusters Score -205148.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -205263.343750 Penalty: 2543.074951
	Iteration 6Q: 3 clusters Score -205263.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -205338.968750 Penalty: 2543.074951
	Iteration 7Q: 3 clusters Score -205339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -205370.703125 Penalty: 2543.074951
	Iteration 8Q: 3 clusters Score -205370.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -205390.375000 Penalty: 2543.074951
	Iteration 9Q: 3 clusters Score -205390.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -205406.390625 Penalty: 2543.074951
	Iteration 10Q: 3 clusters Score -205406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -205418.421875 Penalty: 2543.074951
	Iteration 11Q: 3 clusters Score -205418.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -205443.812500 Penalty: 2543.074951
	Iteration 12Q: 3 clusters Score -205443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -205472.828125 Penalty: 2543.074951
	Iteration 13Q: 3 clusters Score -205472.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -205486.203125 Penalty: 2543.074951
	Iteration 14Q: 3 clusters Score -205486.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -205495.187500 Penalty: 2543.074951
	Iteration 15Q: 3 clusters Score -205495.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -205501.375000 Penalty: 2543.074951
	Iteration 16Q: 3 clusters Score -205501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -205507.375000 Penalty: 2543.074951
	Iteration 17Q: 3 clusters Score -205507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -205511.203125 Penalty: 2543.074951
	Iteration 18Q: 3 clusters Score -205511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -205512.671875 Penalty: 2543.074951
	Iteration 19Q: 3 clusters Score -205512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -205514.031250 Penalty: 2543.074951
	Iteration 20F: 3 clusters Score -205514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Entering Unmasked Estep 
Score: -4430434.000000 Penalty: 1741.305786
	Iteration 0F: 2 clusters Score -4430434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4410517.500000 Penalty: 3482.611572
	Iteration 0F: 3 clusters Score -4410518 nChanged 20943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4422093.000000 Penalty: 3482.611572
	Iteration 1F: 3 clusters Score -4422093 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4422510.500000 Penalty: 3482.611572
	Iteration 2Q: 3 clusters Score -4422510 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4423039.500000 Penalty: 3482.611572
	Iteration 3Q: 3 clusters Score -4423040 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4423706.000000 Penalty: 3482.611572
	Iteration 4Q: 3 clusters Score -4423706 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4424695.000000 Penalty: 3482.611572
	Iteration 5F: 3 clusters Score -4424695 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4426231.000000 Penalty: 3482.611572
	Iteration 6F: 3 clusters Score -4426231 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -4427956.500000 Penalty: 3482.611572
	Iteration 7F: 3 clusters Score -4427956 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4428065.000000 Penalty: 3482.611572
	Iteration 8F: 3 clusters Score -4428065 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4428051.500000 Penalty: 3482.611572
	Iteration 9Q: 3 clusters Score -4428052 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4428152.500000 Penalty: 3482.611572
	Iteration 10Q: 3 clusters Score -4428152 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4428366.000000 Penalty: 3482.611572
	Iteration 11Q: 3 clusters Score -4428366 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4428615.000000 Penalty: 3482.611572
	Iteration 12Q: 3 clusters Score -4428615 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4428739.000000 Penalty: 3482.611572
	Iteration 13Q: 3 clusters Score -4428739 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4428824.500000 Penalty: 3482.611572
	Iteration 14Q: 3 clusters Score -4428824 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4428883.000000 Penalty: 3482.611572
	Iteration 15Q: 3 clusters Score -4428883 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4428929.000000 Penalty: 3482.611572
	Iteration 16Q: 3 clusters Score -4428929 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4428937.500000 Penalty: 3482.611572
	Iteration 17Q: 3 clusters Score -4428938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4428963.000000 Penalty: 3482.611572
	Iteration 18Q: 3 clusters Score -4428963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4429001.000000 Penalty: 3482.611572
	Iteration 19Q: 3 clusters Score -4429001 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4429047.500000 Penalty: 3482.611572
	Iteration 20F: 3 clusters Score -4429048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4429075.500000 Penalty: 3482.611572
	Iteration 21Q: 3 clusters Score -4429076 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4429079.000000 Penalty: 3482.611572
	Iteration 22Q: 3 clusters Score -4429079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4429070.500000 Penalty: 3482.611572
	Iteration 23Q: 3 clusters Score -4429070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4429081.500000 Penalty: 3482.611572
	Iteration 24Q: 3 clusters Score -4429082 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4429118.500000 Penalty: 3482.611572
	Iteration 25Q: 3 clusters Score -4429118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4429171.000000 Penalty: 3482.611572
	Iteration 26Q: 3 clusters Score -4429171 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4429181.500000 Penalty: 3482.611572
	Iteration 27Q: 3 clusters Score -4429182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4429210.000000 Penalty: 3482.611572
	Iteration 28Q: 3 clusters Score -4429210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4429221.000000 Penalty: 3482.611572
	Iteration 29Q: 3 clusters Score -4429221 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4429250.000000 Penalty: 3482.611572
	Iteration 30Q: 3 clusters Score -4429250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4429254.000000 Penalty: 3482.611572
	Iteration 31Q: 3 clusters Score -4429254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4429248.000000 Penalty: 3482.611572
	Iteration 32Q: 3 clusters Score -4429248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4429266.000000 Penalty: 3482.611572
	Iteration 33Q: 3 clusters Score -4429266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4429251.500000 Penalty: 3482.611572
	Iteration 34Q: 3 clusters Score -4429252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4429254.000000 Penalty: 3482.611572
	Iteration 35Q: 3 clusters Score -4429254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4429265.000000 Penalty: 3482.611572
	Iteration 36Q: 3 clusters Score -4429265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4429274.000000 Penalty: 3482.611572
	Iteration 37Q: 3 clusters Score -4429274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4429232.500000 Penalty: 3482.611572
	Iteration 38Q: 3 clusters Score -4429232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4429232.000000 Penalty: 3482.611572
	Iteration 39Q: 3 clusters Score -4429232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4429216.000000 Penalty: 3482.611572
	Iteration 40F: 3 clusters Score -4429216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4429223.500000 Penalty: 3482.611572
	Iteration 41Q: 3 clusters Score -4429224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4429218.000000 Penalty: 3482.611572
	Iteration 42Q: 3 clusters Score -4429218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4429239.500000 Penalty: 3482.611572
	Iteration 43Q: 3 clusters Score -4429240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4429234.000000 Penalty: 3482.611572
	Iteration 44Q: 3 clusters Score -4429234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4429245.000000 Penalty: 3482.611572
	Iteration 45Q: 3 clusters Score -4429245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4429239.000000 Penalty: 3482.611572
	Iteration 46Q: 3 clusters Score -4429239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4429244.000000 Penalty: 3482.611572
	Iteration 47Q: 3 clusters Score -4429244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4429255.000000 Penalty: 3482.611572
	Iteration 48Q: 3 clusters Score -4429255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4429271.500000 Penalty: 3482.611572
	Iteration 49Q: 3 clusters Score -4429272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4429247.500000 Penalty: 3482.611572
	Iteration 50Q: 3 clusters Score -4429248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4429244.500000 Penalty: 3482.611572
	Iteration 51Q: 3 clusters Score -4429244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4429237.500000 Penalty: 3482.611572
	Iteration 52Q: 3 clusters Score -4429238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4429239.500000 Penalty: 3482.611572
	Iteration 53Q: 3 clusters Score -4429240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4429249.500000 Penalty: 3482.611572
	Iteration 54Q: 3 clusters Score -4429250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4429253.000000 Penalty: 3482.611572
	Iteration 55Q: 3 clusters Score -4429253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4429254.500000 Penalty: 3482.611572
	Iteration 56Q: 3 clusters Score -4429254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4429255.500000 Penalty: 3482.611572
	Iteration 57Q: 3 clusters Score -4429256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4429246.000000 Penalty: 3482.611572
	Iteration 58Q: 3 clusters Score -4429246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4429245.000000 Penalty: 3482.611572
	Iteration 59Q: 3 clusters Score -4429245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4429247.000000 Penalty: 3482.611572
	Iteration 60F: 3 clusters Score -4429247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4429253.500000 Penalty: 3482.611572
	Iteration 61Q: 3 clusters Score -4429254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4429244.000000 Penalty: 3482.611572
	Iteration 62Q: 3 clusters Score -4429244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4429230.500000 Penalty: 3482.611572
	Iteration 63Q: 3 clusters Score -4429230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4429233.000000 Penalty: 3482.611572
	Iteration 64Q: 3 clusters Score -4429233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4429231.000000 Penalty: 3482.611572
	Iteration 65Q: 3 clusters Score -4429231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4429224.000000 Penalty: 3482.611572
	Iteration 66Q: 3 clusters Score -4429224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4429230.000000 Penalty: 3482.611572
	Iteration 67Q: 3 clusters Score -4429230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4429224.500000 Penalty: 3482.611572
	Iteration 68Q: 3 clusters Score -4429224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4429228.500000 Penalty: 3482.611572
	Iteration 69Q: 3 clusters Score -4429228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4429226.000000 Penalty: 3482.611572
	Iteration 70Q: 3 clusters Score -4429226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4429228.500000 Penalty: 3482.611572
	Iteration 71Q: 3 clusters Score -4429228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4429228.000000 Penalty: 3482.611572
	Iteration 72Q: 3 clusters Score -4429228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4429231.000000 Penalty: 3482.611572
	Iteration 73Q: 3 clusters Score -4429231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4429223.500000 Penalty: 3482.611572
	Iteration 74Q: 3 clusters Score -4429224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4429228.500000 Penalty: 3482.611572
	Iteration 75Q: 3 clusters Score -4429228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4429207.000000 Penalty: 3482.611572
	Iteration 76Q: 3 clusters Score -4429207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4429220.500000 Penalty: 3482.611572
	Iteration 77Q: 3 clusters Score -4429220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4429220.000000 Penalty: 3482.611572
	Iteration 78Q: 3 clusters Score -4429220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4429216.000000 Penalty: 3482.611572
	Iteration 79Q: 3 clusters Score -4429216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4429215.500000 Penalty: 3482.611572
	Iteration 80F: 3 clusters Score -4429216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4429209.000000 Penalty: 3482.611572
	Iteration 81Q: 3 clusters Score -4429209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4429217.000000 Penalty: 3482.611572
	Iteration 82Q: 3 clusters Score -4429217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4429215.500000 Penalty: 3482.611572
	Iteration 83Q: 3 clusters Score -4429216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4429216.000000 Penalty: 3482.611572
	Iteration 84Q: 3 clusters Score -4429216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4429209.500000 Penalty: 3482.611572
	Iteration 85Q: 3 clusters Score -4429210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4429208.000000 Penalty: 3482.611572
	Iteration 86Q: 3 clusters Score -4429208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4429209.500000 Penalty: 3482.611572
	Iteration 87Q: 3 clusters Score -4429210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4429212.500000 Penalty: 3482.611572
	Iteration 88Q: 3 clusters Score -4429212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4429215.500000 Penalty: 3482.611572
	Iteration 89Q: 3 clusters Score -4429216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4429214.000000 Penalty: 3482.611572
	Iteration 90Q: 3 clusters Score -4429214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4429204.000000 Penalty: 3482.611572
	Iteration 91Q: 3 clusters Score -4429204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4429206.000000 Penalty: 3482.611572
	Iteration 92Q: 3 clusters Score -4429206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4429203.500000 Penalty: 3482.611572
	Iteration 93Q: 3 clusters Score -4429204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4429201.500000 Penalty: 3482.611572
	Iteration 94Q: 3 clusters Score -4429202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4429208.000000 Penalty: 3482.611572
	Iteration 95Q: 3 clusters Score -4429208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4429204.000000 Penalty: 3482.611572
	Iteration 96Q: 3 clusters Score -4429204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4429205.000000 Penalty: 3482.611572
	Iteration 97Q: 3 clusters Score -4429205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4429207.500000 Penalty: 3482.611572
	Iteration 98Q: 3 clusters Score -4429208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4429199.000000 Penalty: 3482.611572
	Iteration 99Q: 3 clusters Score -4429199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4429213.500000 Penalty: 3482.611572
	Iteration 100F: 3 clusters Score -4429214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4429200.000000 Penalty: 3482.611572
	Iteration 101Q: 3 clusters Score -4429200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4429193.000000 Penalty: 3482.611572
	Iteration 102Q: 3 clusters Score -4429193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4429204.500000 Penalty: 3482.611572
	Iteration 103Q: 3 clusters Score -4429204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4429206.000000 Penalty: 3482.611572
	Iteration 104Q: 3 clusters Score -4429206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4429209.000000 Penalty: 3482.611572
	Iteration 105Q: 3 clusters Score -4429209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4429210.000000 Penalty: 3482.611572
	Iteration 106Q: 3 clusters Score -4429210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4429215.000000 Penalty: 3482.611572
	Iteration 107Q: 3 clusters Score -4429215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4429215.000000 Penalty: 3482.611572
	Iteration 108Q: 3 clusters Score -4429215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4429218.500000 Penalty: 3482.611572
	Iteration 109Q: 3 clusters Score -4429218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4429224.000000 Penalty: 3482.611572
	Iteration 110Q: 3 clusters Score -4429224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4429225.500000 Penalty: 3482.611572
	Iteration 111Q: 3 clusters Score -4429226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4429225.500000 Penalty: 3482.611572
	Iteration 112F: 3 clusters Score -4429226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -450180.250000 Penalty: 1384.951294
	Iteration 0F: 2 clusters Score -450180.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -446196.656250 Penalty: 2769.902588
	Iteration 0F: 3 clusters Score -446196.7 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -447382.125000 Penalty: 2769.902588
	Iteration 1F: 3 clusters Score -447382.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -447747.312500 Penalty: 2769.902588
	Iteration 2F: 3 clusters Score -447747.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -448070.468750 Penalty: 2769.902588
	Iteration 3F: 3 clusters Score -448070.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -448339.468750 Penalty: 2769.902588
	Iteration 4F: 3 clusters Score -448339.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -448535.718750 Penalty: 2769.902588
	Iteration 5F: 3 clusters Score -448535.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -448677.781250 Penalty: 2769.902588
	Iteration 6Q: 3 clusters Score -448677.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -448771.500000 Penalty: 2769.902588
	Iteration 7Q: 3 clusters Score -448771.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -448834.000000 Penalty: 2769.902588
	Iteration 8Q: 3 clusters Score -448834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -448887.375000 Penalty: 2769.902588
	Iteration 9Q: 3 clusters Score -448887.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -448928.968750 Penalty: 2769.902588
	Iteration 10Q: 3 clusters Score -448929 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -448961.906250 Penalty: 2769.902588
	Iteration 11Q: 3 clusters Score -448961.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -448986.625000 Penalty: 2769.902588
	Iteration 12Q: 3 clusters Score -448986.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -449003.718750 Penalty: 2769.902588
	Iteration 13Q: 3 clusters Score -449003.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -449021.343750 Penalty: 2769.902588
	Iteration 14Q: 3 clusters Score -449021.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -449034.500000 Penalty: 2769.902588
	Iteration 15Q: 3 clusters Score -449034.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -449044.093750 Penalty: 2769.902588
	Iteration 16Q: 3 clusters Score -449044.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -449054.937500 Penalty: 2769.902588
	Iteration 17Q: 3 clusters Score -449054.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -449060.500000 Penalty: 2769.902588
	Iteration 18Q: 3 clusters Score -449060.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -449064.687500 Penalty: 2769.902588
	Iteration 19Q: 3 clusters Score -449064.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -449067.906250 Penalty: 2769.902588
	Iteration 20F: 3 clusters Score -449067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -449071.562500 Penalty: 2769.902588
	Iteration 21Q: 3 clusters Score -449071.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -449072.875000 Penalty: 2769.902588
	Iteration 22Q: 3 clusters Score -449072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -449074.187500 Penalty: 2769.902588
	Iteration 23Q: 3 clusters Score -449074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -449075.750000 Penalty: 2769.902588
	Iteration 24Q: 3 clusters Score -449075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -449075.250000 Penalty: 2769.902588
	Iteration 25Q: 3 clusters Score -449075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -449075.812500 Penalty: 2769.902588
	Iteration 26Q: 3 clusters Score -449075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -449076.250000 Penalty: 2769.902588
	Iteration 27Q: 3 clusters Score -449076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -449076.781250 Penalty: 2769.902588
	Iteration 28Q: 3 clusters Score -449076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -449077.656250 Penalty: 2769.902588
	Iteration 29Q: 3 clusters Score -449077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -449078.281250 Penalty: 2769.902588
	Iteration 30Q: 3 clusters Score -449078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -449078.343750 Penalty: 2769.902588
	Iteration 31Q: 3 clusters Score -449078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -449078.875000 Penalty: 2769.902588
	Iteration 32Q: 3 clusters Score -449078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -449078.875000 Penalty: 2769.902588
	Iteration 33F: 3 clusters Score -449078.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -122163.843750 Penalty: 1169.218018
	Iteration 0F: 2 clusters Score -122163.8 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 669 members 
Entering Unmasked Estep 
Score: -120506.593750 Penalty: 2338.436035
	Iteration 0F: 3 clusters Score -120506.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -120841.757812 Penalty: 2338.436035
	Iteration 1F: 3 clusters Score -120841.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120951.835938 Penalty: 2338.436035
	Iteration 2F: 3 clusters Score -120951.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121009.742188 Penalty: 2338.436035
	Iteration 3F: 3 clusters Score -121009.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -121038.828125 Penalty: 2338.436035
	Iteration 4Q: 3 clusters Score -121038.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121061.406250 Penalty: 2338.436035
	Iteration 5Q: 3 clusters Score -121061.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121076.296875 Penalty: 2338.436035
	Iteration 6Q: 3 clusters Score -121076.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -121084.500000 Penalty: 2338.436035
	Iteration 7Q: 3 clusters Score -121084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -121092.421875 Penalty: 2338.436035
	Iteration 8Q: 3 clusters Score -121092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -121096.046875 Penalty: 2338.436035
	Iteration 9Q: 3 clusters Score -121096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -121099.226562 Penalty: 2338.436035
	Iteration 10Q: 3 clusters Score -121099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121101.218750 Penalty: 2338.436035
	Iteration 11Q: 3 clusters Score -121101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121101.218750 Penalty: 2338.436035
	Iteration 12F: 3 clusters Score -121101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Entering Unmasked Estep 
Score: -3623122.500000 Penalty: 1712.988159
	Iteration 0F: 2 clusters Score -3623122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3598207.750000 Penalty: 3425.976318
	Iteration 0F: 3 clusters Score -3598208 nChanged 17426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3608229.500000 Penalty: 3425.976318
	Iteration 1F: 3 clusters Score -3608230 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3608736.500000 Penalty: 3425.976318
	Iteration 2Q: 3 clusters Score -3608736 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3609474.250000 Penalty: 3425.976318
	Iteration 3Q: 3 clusters Score -3609474 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3610445.500000 Penalty: 3425.976318
	Iteration 4F: 3 clusters Score -3610446 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3611814.750000 Penalty: 3425.976318
	Iteration 5F: 3 clusters Score -3611815 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3613518.250000 Penalty: 3425.976318
	Iteration 6F: 3 clusters Score -3613518 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3615195.500000 Penalty: 3425.976318
	Iteration 7F: 3 clusters Score -3615196 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3616676.000000 Penalty: 3425.976318
	Iteration 8F: 3 clusters Score -3616676 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -3617773.000000 Penalty: 3425.976318
	Iteration 9Q: 3 clusters Score -3617773 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3618573.000000 Penalty: 3425.976318
	Iteration 10Q: 3 clusters Score -3618573 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -3619214.000000 Penalty: 3425.976318
	Iteration 11Q: 3 clusters Score -3619214 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -3619855.750000 Penalty: 3425.976318
	Iteration 12Q: 3 clusters Score -3619856 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -3620561.000000 Penalty: 3425.976318
	Iteration 13Q: 3 clusters Score -3620561 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -3621133.500000 Penalty: 3425.976318
	Iteration 14Q: 3 clusters Score -3621134 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -3621492.250000 Penalty: 3425.976318
	Iteration 15Q: 3 clusters Score -3621492 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -3621717.500000 Penalty: 3425.976318
	Iteration 16Q: 3 clusters Score -3621718 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -3621887.000000 Penalty: 3425.976318
	Iteration 17Q: 3 clusters Score -3621887 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3621998.000000 Penalty: 3425.976318
	Iteration 18Q: 3 clusters Score -3621998 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -3622067.750000 Penalty: 3425.976318
	Iteration 19Q: 3 clusters Score -3622068 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -3622125.000000 Penalty: 3425.976318
	Iteration 20F: 3 clusters Score -3622125 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -3622167.250000 Penalty: 3425.976318
	Iteration 21Q: 3 clusters Score -3622167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -3622186.250000 Penalty: 3425.976318
	Iteration 22Q: 3 clusters Score -3622186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -3622195.000000 Penalty: 3425.976318
	Iteration 23Q: 3 clusters Score -3622195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -3622206.500000 Penalty: 3425.976318
	Iteration 24Q: 3 clusters Score -3622206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -3622216.000000 Penalty: 3425.976318
	Iteration 25Q: 3 clusters Score -3622216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -3622220.750000 Penalty: 3425.976318
	Iteration 26Q: 3 clusters Score -3622221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -3622216.000000 Penalty: 3425.976318
	Iteration 27Q: 3 clusters Score -3622216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -3622213.750000 Penalty: 3425.976318
	Iteration 28Q: 3 clusters Score -3622214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -3622219.500000 Penalty: 3425.976318
	Iteration 29Q: 3 clusters Score -3622220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -3622219.250000 Penalty: 3425.976318
	Iteration 30Q: 3 clusters Score -3622219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3622217.500000 Penalty: 3425.976318
	Iteration 31Q: 3 clusters Score -3622218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3622212.000000 Penalty: 3425.976318
	Iteration 32Q: 3 clusters Score -3622212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -3622212.000000 Penalty: 3425.976318
	Iteration 33Q: 3 clusters Score -3622212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -3622213.250000 Penalty: 3425.976318
	Iteration 34Q: 3 clusters Score -3622213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -3622209.000000 Penalty: 3425.976318
	Iteration 35Q: 3 clusters Score -3622209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3622206.750000 Penalty: 3425.976318
	Iteration 36Q: 3 clusters Score -3622207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -3622211.000000 Penalty: 3425.976318
	Iteration 37Q: 3 clusters Score -3622211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3622209.500000 Penalty: 3425.976318
	Iteration 38Q: 3 clusters Score -3622210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -3622209.250000 Penalty: 3425.976318
	Iteration 39Q: 3 clusters Score -3622209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -3622210.750000 Penalty: 3425.976318
	Iteration 40F: 3 clusters Score -3622211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -3622214.000000 Penalty: 3425.976318
	Iteration 41Q: 3 clusters Score -3622214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -3622211.750000 Penalty: 3425.976318
	Iteration 42Q: 3 clusters Score -3622212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -3622213.500000 Penalty: 3425.976318
	Iteration 43Q: 3 clusters Score -3622214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3622214.750000 Penalty: 3425.976318
	Iteration 44Q: 3 clusters Score -3622215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3622212.250000 Penalty: 3425.976318
	Iteration 45Q: 3 clusters Score -3622212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -3622217.000000 Penalty: 3425.976318
	Iteration 46Q: 3 clusters Score -3622217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -3622218.250000 Penalty: 3425.976318
	Iteration 47Q: 3 clusters Score -3622218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -3622216.250000 Penalty: 3425.976318
	Iteration 48Q: 3 clusters Score -3622216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -3622215.000000 Penalty: 3425.976318
	Iteration 49Q: 3 clusters Score -3622215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3622213.000000 Penalty: 3425.976318
	Iteration 50Q: 3 clusters Score -3622213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3622213.000000 Penalty: 3425.976318
	Iteration 51F: 3 clusters Score -3622213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Entering Unmasked Estep 
Score: -1751980.250000 Penalty: 1589.886230
	Iteration 0F: 2 clusters Score -1751980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1739794.750000 Penalty: 3179.772461
	Iteration 0F: 3 clusters Score -1739795 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1744103.875000 Penalty: 3179.772461
	Iteration 1F: 3 clusters Score -1744104 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1744413.750000 Penalty: 3179.772461
	Iteration 2F: 3 clusters Score -1744414 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1744690.750000 Penalty: 3179.772461
	Iteration 3Q: 3 clusters Score -1744691 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1744892.375000 Penalty: 3179.772461
	Iteration 4Q: 3 clusters Score -1744892 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1745098.125000 Penalty: 3179.772461
	Iteration 5Q: 3 clusters Score -1745098 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1745300.250000 Penalty: 3179.772461
	Iteration 6Q: 3 clusters Score -1745300 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1745528.375000 Penalty: 3179.772461
	Iteration 7Q: 3 clusters Score -1745528 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1745768.500000 Penalty: 3179.772461
	Iteration 8Q: 3 clusters Score -1745768 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1746032.250000 Penalty: 3179.772461
	Iteration 9Q: 3 clusters Score -1746032 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1746307.250000 Penalty: 3179.772461
	Iteration 10Q: 3 clusters Score -1746307 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1746652.500000 Penalty: 3179.772461
	Iteration 11Q: 3 clusters Score -1746652 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1747055.500000 Penalty: 3179.772461
	Iteration 12Q: 3 clusters Score -1747056 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1747467.750000 Penalty: 3179.772461
	Iteration 13Q: 3 clusters Score -1747468 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1747970.375000 Penalty: 3179.772461
	Iteration 14Q: 3 clusters Score -1747970 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1748510.125000 Penalty: 3179.772461
	Iteration 15Q: 3 clusters Score -1748510 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1749009.000000 Penalty: 3179.772461
	Iteration 16Q: 3 clusters Score -1749009 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1749432.625000 Penalty: 3179.772461
	Iteration 17Q: 3 clusters Score -1749433 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1749766.375000 Penalty: 3179.772461
	Iteration 18Q: 3 clusters Score -1749766 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1750036.375000 Penalty: 3179.772461
	Iteration 19Q: 3 clusters Score -1750036 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1750221.000000 Penalty: 3179.772461
	Iteration 20F: 3 clusters Score -1750221 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1750350.750000 Penalty: 3179.772461
	Iteration 21Q: 3 clusters Score -1750351 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1750423.250000 Penalty: 3179.772461
	Iteration 22Q: 3 clusters Score -1750423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1750464.875000 Penalty: 3179.772461
	Iteration 23Q: 3 clusters Score -1750465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1750485.125000 Penalty: 3179.772461
	Iteration 24Q: 3 clusters Score -1750485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1750510.125000 Penalty: 3179.772461
	Iteration 25Q: 3 clusters Score -1750510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1750524.875000 Penalty: 3179.772461
	Iteration 26Q: 3 clusters Score -1750525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1750542.125000 Penalty: 3179.772461
	Iteration 27Q: 3 clusters Score -1750542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1750554.625000 Penalty: 3179.772461
	Iteration 28Q: 3 clusters Score -1750555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1750558.875000 Penalty: 3179.772461
	Iteration 29Q: 3 clusters Score -1750559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1750563.125000 Penalty: 3179.772461
	Iteration 30Q: 3 clusters Score -1750563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1750566.500000 Penalty: 3179.772461
	Iteration 31Q: 3 clusters Score -1750566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1750572.125000 Penalty: 3179.772461
	Iteration 32Q: 3 clusters Score -1750572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1750577.250000 Penalty: 3179.772461
	Iteration 33Q: 3 clusters Score -1750577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1750583.125000 Penalty: 3179.772461
	Iteration 34Q: 3 clusters Score -1750583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1750585.125000 Penalty: 3179.772461
	Iteration 35Q: 3 clusters Score -1750585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1750588.375000 Penalty: 3179.772461
	Iteration 36Q: 3 clusters Score -1750588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1750592.625000 Penalty: 3179.772461
	Iteration 37Q: 3 clusters Score -1750593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1750594.875000 Penalty: 3179.772461
	Iteration 38Q: 3 clusters Score -1750595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1750598.000000 Penalty: 3179.772461
	Iteration 39Q: 3 clusters Score -1750598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1750597.875000 Penalty: 3179.772461
	Iteration 40F: 3 clusters Score -1750598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1750598.500000 Penalty: 3179.772461
	Iteration 41Q: 3 clusters Score -1750598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1750598.500000 Penalty: 3179.772461
	Iteration 42F: 3 clusters Score -1750598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Entering Unmasked Estep 
Score: -785398.750000 Penalty: 1464.213867
	Iteration 0F: 2 clusters Score -785398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -779392.375000 Penalty: 2928.427734
	Iteration 0F: 3 clusters Score -779392.4 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -781443.250000 Penalty: 2928.427734
	Iteration 1F: 3 clusters Score -781443.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -781779.250000 Penalty: 2928.427734
	Iteration 2F: 3 clusters Score -781779.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -782072.000000 Penalty: 2928.427734
	Iteration 3F: 3 clusters Score -782072 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -782400.125000 Penalty: 2928.427734
	Iteration 4F: 3 clusters Score -782400.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -782740.375000 Penalty: 2928.427734
	Iteration 5F: 3 clusters Score -782740.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -783005.937500 Penalty: 2928.427734
	Iteration 6Q: 3 clusters Score -783005.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -783277.875000 Penalty: 2928.427734
	Iteration 7Q: 3 clusters Score -783277.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -783540.375000 Penalty: 2928.427734
	Iteration 8Q: 3 clusters Score -783540.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -783769.187500 Penalty: 2928.427734
	Iteration 9Q: 3 clusters Score -783769.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -783915.125000 Penalty: 2928.427734
	Iteration 10Q: 3 clusters Score -783915.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -784007.500000 Penalty: 2928.427734
	Iteration 11Q: 3 clusters Score -784007.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -784075.937500 Penalty: 2928.427734
	Iteration 12Q: 3 clusters Score -784075.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -784118.125000 Penalty: 2928.427734
	Iteration 13Q: 3 clusters Score -784118.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -784146.125000 Penalty: 2928.427734
	Iteration 14Q: 3 clusters Score -784146.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -784163.812500 Penalty: 2928.427734
	Iteration 15Q: 3 clusters Score -784163.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -784173.312500 Penalty: 2928.427734
	Iteration 16Q: 3 clusters Score -784173.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -784184.250000 Penalty: 2928.427734
	Iteration 17Q: 3 clusters Score -784184.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -784194.750000 Penalty: 2928.427734
	Iteration 18Q: 3 clusters Score -784194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -784201.687500 Penalty: 2928.427734
	Iteration 19Q: 3 clusters Score -784201.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -784205.250000 Penalty: 2928.427734
	Iteration 20F: 3 clusters Score -784205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -784208.812500 Penalty: 2928.427734
	Iteration 21Q: 3 clusters Score -784208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -784210.500000 Penalty: 2928.427734
	Iteration 22Q: 3 clusters Score -784210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -784212.000000 Penalty: 2928.427734
	Iteration 23Q: 3 clusters Score -784212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -784214.562500 Penalty: 2928.427734
	Iteration 24Q: 3 clusters Score -784214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -784215.062500 Penalty: 2928.427734
	Iteration 25Q: 3 clusters Score -784215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -784215.062500 Penalty: 2928.427734
	Iteration 26F: 3 clusters Score -784215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Entering Unmasked Estep 
Score: -1892085.625000 Penalty: 1612.669922
	Iteration 0F: 2 clusters Score -1892086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1878123.875000 Penalty: 3225.339844
	Iteration 0F: 3 clusters Score -1878124 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1883172.750000 Penalty: 3225.339844
	Iteration 1F: 3 clusters Score -1883173 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1883591.875000 Penalty: 3225.339844
	Iteration 2F: 3 clusters Score -1883592 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1883984.875000 Penalty: 3225.339844
	Iteration 3Q: 3 clusters Score -1883985 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1884429.125000 Penalty: 3225.339844
	Iteration 4Q: 3 clusters Score -1884429 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1884943.750000 Penalty: 3225.339844
	Iteration 5F: 3 clusters Score -1884944 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1885538.625000 Penalty: 3225.339844
	Iteration 6F: 3 clusters Score -1885539 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1886203.125000 Penalty: 3225.339844
	Iteration 7F: 3 clusters Score -1886203 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1886889.750000 Penalty: 3225.339844
	Iteration 8F: 3 clusters Score -1886890 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1887546.375000 Penalty: 3225.339844
	Iteration 9Q: 3 clusters Score -1887546 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1888124.875000 Penalty: 3225.339844
	Iteration 10Q: 3 clusters Score -1888125 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1888606.750000 Penalty: 3225.339844
	Iteration 11Q: 3 clusters Score -1888607 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1889013.875000 Penalty: 3225.339844
	Iteration 12Q: 3 clusters Score -1889014 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1889393.875000 Penalty: 3225.339844
	Iteration 13Q: 3 clusters Score -1889394 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1889725.875000 Penalty: 3225.339844
	Iteration 14Q: 3 clusters Score -1889726 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1889996.000000 Penalty: 3225.339844
	Iteration 15Q: 3 clusters Score -1889996 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1890191.375000 Penalty: 3225.339844
	Iteration 16Q: 3 clusters Score -1890191 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1890347.625000 Penalty: 3225.339844
	Iteration 17Q: 3 clusters Score -1890348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1890453.250000 Penalty: 3225.339844
	Iteration 18Q: 3 clusters Score -1890453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1890524.875000 Penalty: 3225.339844
	Iteration 19Q: 3 clusters Score -1890525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1890573.625000 Penalty: 3225.339844
	Iteration 20F: 3 clusters Score -1890574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1890623.000000 Penalty: 3225.339844
	Iteration 21Q: 3 clusters Score -1890623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1890654.375000 Penalty: 3225.339844
	Iteration 22Q: 3 clusters Score -1890654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1890671.750000 Penalty: 3225.339844
	Iteration 23Q: 3 clusters Score -1890672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1890687.625000 Penalty: 3225.339844
	Iteration 24Q: 3 clusters Score -1890688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1890691.375000 Penalty: 3225.339844
	Iteration 25Q: 3 clusters Score -1890691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1890694.250000 Penalty: 3225.339844
	Iteration 26Q: 3 clusters Score -1890694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1890698.875000 Penalty: 3225.339844
	Iteration 27Q: 3 clusters Score -1890699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1890702.625000 Penalty: 3225.339844
	Iteration 28Q: 3 clusters Score -1890703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1890703.750000 Penalty: 3225.339844
	Iteration 29Q: 3 clusters Score -1890704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1890705.625000 Penalty: 3225.339844
	Iteration 30Q: 3 clusters Score -1890706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1890712.375000 Penalty: 3225.339844
	Iteration 31Q: 3 clusters Score -1890712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1890715.375000 Penalty: 3225.339844
	Iteration 32Q: 3 clusters Score -1890715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1890717.750000 Penalty: 3225.339844
	Iteration 33Q: 3 clusters Score -1890718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1890719.500000 Penalty: 3225.339844
	Iteration 34Q: 3 clusters Score -1890720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1890725.125000 Penalty: 3225.339844
	Iteration 35Q: 3 clusters Score -1890725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1890727.125000 Penalty: 3225.339844
	Iteration 36Q: 3 clusters Score -1890727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1890729.500000 Penalty: 3225.339844
	Iteration 37Q: 3 clusters Score -1890730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1890729.500000 Penalty: 3225.339844
	Iteration 38F: 3 clusters Score -1890730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76104.757812 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76104.76 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76340.789062 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76340.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76388.218750 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -76388.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76415.859375 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76415.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76429.718750 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76429.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76438.585938 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76438.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76448.250000 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76448.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76457.554688 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76457.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76466.062500 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76466.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76466.062500 Penalty: 2196.002930
	Iteration 9F: 3 clusters Score -76466.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1268465.250000 Penalty: 1540.646484
	Iteration 0F: 2 clusters Score -1268465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1259318.625000 Penalty: 3081.292969
	Iteration 0F: 3 clusters Score -1259319 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1262406.750000 Penalty: 3081.292969
	Iteration 1F: 3 clusters Score -1262407 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1262747.125000 Penalty: 3081.292969
	Iteration 2F: 3 clusters Score -1262747 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1263111.000000 Penalty: 3081.292969
	Iteration 3F: 3 clusters Score -1263111 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1263591.625000 Penalty: 3081.292969
	Iteration 4F: 3 clusters Score -1263592 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1264166.250000 Penalty: 3081.292969
	Iteration 5F: 3 clusters Score -1264166 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1264768.500000 Penalty: 3081.292969
	Iteration 6F: 3 clusters Score -1264768 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1265348.625000 Penalty: 3081.292969
	Iteration 7F: 3 clusters Score -1265349 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1265818.625000 Penalty: 3081.292969
	Iteration 8Q: 3 clusters Score -1265819 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1266172.250000 Penalty: 3081.292969
	Iteration 9Q: 3 clusters Score -1266172 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1266395.125000 Penalty: 3081.292969
	Iteration 10Q: 3 clusters Score -1266395 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1266541.250000 Penalty: 3081.292969
	Iteration 11Q: 3 clusters Score -1266541 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1266643.000000 Penalty: 3081.292969
	Iteration 12Q: 3 clusters Score -1266643 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1266711.750000 Penalty: 3081.292969
	Iteration 13Q: 3 clusters Score -1266712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1266766.875000 Penalty: 3081.292969
	Iteration 14Q: 3 clusters Score -1266767 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1266837.625000 Penalty: 3081.292969
	Iteration 15Q: 3 clusters Score -1266838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1266882.875000 Penalty: 3081.292969
	Iteration 16Q: 3 clusters Score -1266883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1266922.875000 Penalty: 3081.292969
	Iteration 17Q: 3 clusters Score -1266923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1266959.375000 Penalty: 3081.292969
	Iteration 18Q: 3 clusters Score -1266959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1266996.125000 Penalty: 3081.292969
	Iteration 19Q: 3 clusters Score -1266996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1267022.125000 Penalty: 3081.292969
	Iteration 20F: 3 clusters Score -1267022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1267042.250000 Penalty: 3081.292969
	Iteration 21Q: 3 clusters Score -1267042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1267059.375000 Penalty: 3081.292969
	Iteration 22Q: 3 clusters Score -1267059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1267069.500000 Penalty: 3081.292969
	Iteration 23Q: 3 clusters Score -1267070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1267076.375000 Penalty: 3081.292969
	Iteration 24Q: 3 clusters Score -1267076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1267081.375000 Penalty: 3081.292969
	Iteration 25Q: 3 clusters Score -1267081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1267090.625000 Penalty: 3081.292969
	Iteration 26Q: 3 clusters Score -1267091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1267091.500000 Penalty: 3081.292969
	Iteration 27Q: 3 clusters Score -1267092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1267091.000000 Penalty: 3081.292969
	Iteration 28Q: 3 clusters Score -1267091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1267092.625000 Penalty: 3081.292969
	Iteration 29Q: 3 clusters Score -1267093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1267092.875000 Penalty: 3081.292969
	Iteration 30Q: 3 clusters Score -1267093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1267093.375000 Penalty: 3081.292969
	Iteration 31Q: 3 clusters Score -1267093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1267095.125000 Penalty: 3081.292969
	Iteration 32Q: 3 clusters Score -1267095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1267095.375000 Penalty: 3081.292969
	Iteration 33Q: 3 clusters Score -1267095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1267095.875000 Penalty: 3081.292969
	Iteration 34Q: 3 clusters Score -1267096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1267097.000000 Penalty: 3081.292969
	Iteration 35Q: 3 clusters Score -1267097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1267097.750000 Penalty: 3081.292969
	Iteration 36Q: 3 clusters Score -1267098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1267097.625000 Penalty: 3081.292969
	Iteration 37Q: 3 clusters Score -1267098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1267100.250000 Penalty: 3081.292969
	Iteration 38Q: 3 clusters Score -1267100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1267101.125000 Penalty: 3081.292969
	Iteration 39Q: 3 clusters Score -1267101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1267103.500000 Penalty: 3081.292969
	Iteration 40F: 3 clusters Score -1267104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1267102.250000 Penalty: 3081.292969
	Iteration 41Q: 3 clusters Score -1267102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1267102.125000 Penalty: 3081.292969
	Iteration 42Q: 3 clusters Score -1267102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1267102.125000 Penalty: 3081.292969
	Iteration 43F: 3 clusters Score -1267102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -842210.687500 Penalty: 1492.416138
	Iteration 0F: 2 clusters Score -842210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -835168.750000 Penalty: 2984.832275
	Iteration 0F: 3 clusters Score -835168.8 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -837600.437500 Penalty: 2984.832275
	Iteration 1F: 3 clusters Score -837600.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -837961.125000 Penalty: 2984.832275
	Iteration 2F: 3 clusters Score -837961.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -838263.000000 Penalty: 2984.832275
	Iteration 3F: 3 clusters Score -838263 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -838534.500000 Penalty: 2984.832275
	Iteration 4F: 3 clusters Score -838534.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -838755.750000 Penalty: 2984.832275
	Iteration 5Q: 3 clusters Score -838755.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -838984.937500 Penalty: 2984.832275
	Iteration 6Q: 3 clusters Score -838984.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -839252.000000 Penalty: 2984.832275
	Iteration 7Q: 3 clusters Score -839252 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -839514.750000 Penalty: 2984.832275
	Iteration 8Q: 3 clusters Score -839514.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -839800.000000 Penalty: 2984.832275
	Iteration 9Q: 3 clusters Score -839800 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -840099.062500 Penalty: 2984.832275
	Iteration 10Q: 3 clusters Score -840099.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -840355.937500 Penalty: 2984.832275
	Iteration 11Q: 3 clusters Score -840355.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -840522.687500 Penalty: 2984.832275
	Iteration 12Q: 3 clusters Score -840522.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -840641.562500 Penalty: 2984.832275
	Iteration 13Q: 3 clusters Score -840641.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -840720.750000 Penalty: 2984.832275
	Iteration 14Q: 3 clusters Score -840720.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -840778.750000 Penalty: 2984.832275
	Iteration 15Q: 3 clusters Score -840778.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -840808.875000 Penalty: 2984.832275
	Iteration 16Q: 3 clusters Score -840808.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -840831.750000 Penalty: 2984.832275
	Iteration 17Q: 3 clusters Score -840831.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -840844.250000 Penalty: 2984.832275
	Iteration 18Q: 3 clusters Score -840844.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -840855.687500 Penalty: 2984.832275
	Iteration 19Q: 3 clusters Score -840855.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -840862.125000 Penalty: 2984.832275
	Iteration 20F: 3 clusters Score -840862.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -840867.187500 Penalty: 2984.832275
	Iteration 21Q: 3 clusters Score -840867.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -840870.125000 Penalty: 2984.832275
	Iteration 22Q: 3 clusters Score -840870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -840871.937500 Penalty: 2984.832275
	Iteration 23Q: 3 clusters Score -840871.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -840874.062500 Penalty: 2984.832275
	Iteration 24Q: 3 clusters Score -840874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -840873.562500 Penalty: 2984.832275
	Iteration 25Q: 3 clusters Score -840873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -840877.187500 Penalty: 2984.832275
	Iteration 26Q: 3 clusters Score -840877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -840875.125000 Penalty: 2984.832275
	Iteration 27Q: 3 clusters Score -840875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -840876.500000 Penalty: 2984.832275
	Iteration 28Q: 3 clusters Score -840876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -840881.437500 Penalty: 2984.832275
	Iteration 29Q: 3 clusters Score -840881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -840879.875000 Penalty: 2984.832275
	Iteration 30Q: 3 clusters Score -840879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -840883.000000 Penalty: 2984.832275
	Iteration 31Q: 3 clusters Score -840883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -840882.000000 Penalty: 2984.832275
	Iteration 32Q: 3 clusters Score -840882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -840883.500000 Penalty: 2984.832275
	Iteration 33Q: 3 clusters Score -840883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -840883.875000 Penalty: 2984.832275
	Iteration 34Q: 3 clusters Score -840883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -840883.000000 Penalty: 2984.832275
	Iteration 35Q: 3 clusters Score -840883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -840884.250000 Penalty: 2984.832275
	Iteration 36Q: 3 clusters Score -840884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -840882.250000 Penalty: 2984.832275
	Iteration 37Q: 3 clusters Score -840882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -840885.125000 Penalty: 2984.832275
	Iteration 38Q: 3 clusters Score -840885.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -840885.125000 Penalty: 2984.832275
	Iteration 39F: 3 clusters Score -840885.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -160025.546875 Penalty: 1215.569580
	Iteration 0F: 2 clusters Score -160025.5 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 895 members 
Entering Unmasked Estep 
Score: -158068.406250 Penalty: 2431.139160
	Iteration 0F: 3 clusters Score -158068.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -158519.234375 Penalty: 2431.139160
	Iteration 1F: 3 clusters Score -158519.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -158698.343750 Penalty: 2431.139160
	Iteration 2F: 3 clusters Score -158698.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -158825.296875 Penalty: 2431.139160
	Iteration 3F: 3 clusters Score -158825.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -158929.171875 Penalty: 2431.139160
	Iteration 4F: 3 clusters Score -158929.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -159031.765625 Penalty: 2431.139160
	Iteration 5Q: 3 clusters Score -159031.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -159089.906250 Penalty: 2431.139160
	Iteration 6Q: 3 clusters Score -159089.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159126.609375 Penalty: 2431.139160
	Iteration 7Q: 3 clusters Score -159126.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159147.031250 Penalty: 2431.139160
	Iteration 8Q: 3 clusters Score -159147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159160.796875 Penalty: 2431.139160
	Iteration 9Q: 3 clusters Score -159160.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159176.718750 Penalty: 2431.139160
	Iteration 10Q: 3 clusters Score -159176.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -159188.421875 Penalty: 2431.139160
	Iteration 11Q: 3 clusters Score -159188.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -159198.187500 Penalty: 2431.139160
	Iteration 12Q: 3 clusters Score -159198.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -159205.640625 Penalty: 2431.139160
	Iteration 13Q: 3 clusters Score -159205.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -159209.750000 Penalty: 2431.139160
	Iteration 14Q: 3 clusters Score -159209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -159213.046875 Penalty: 2431.139160
	Iteration 15Q: 3 clusters Score -159213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -159217.734375 Penalty: 2431.139160
	Iteration 16Q: 3 clusters Score -159217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -159222.078125 Penalty: 2431.139160
	Iteration 17Q: 3 clusters Score -159222.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -159227.171875 Penalty: 2431.139160
	Iteration 18Q: 3 clusters Score -159227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -159230.906250 Penalty: 2431.139160
	Iteration 19Q: 3 clusters Score -159230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -159235.406250 Penalty: 2431.139160
	Iteration 20F: 3 clusters Score -159235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159238.656250 Penalty: 2431.139160
	Iteration 21Q: 3 clusters Score -159238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -159242.265625 Penalty: 2431.139160
	Iteration 22Q: 3 clusters Score -159242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -159251.375000 Penalty: 2431.139160
	Iteration 23Q: 3 clusters Score -159251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -159258.640625 Penalty: 2431.139160
	Iteration 24Q: 3 clusters Score -159258.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -159271.968750 Penalty: 2431.139160
	Iteration 25Q: 3 clusters Score -159272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -159281.500000 Penalty: 2431.139160
	Iteration 26Q: 3 clusters Score -159281.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -159289.562500 Penalty: 2431.139160
	Iteration 27Q: 3 clusters Score -159289.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -159294.375000 Penalty: 2431.139160
	Iteration 28Q: 3 clusters Score -159294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -159294.687500 Penalty: 2431.139160
	Iteration 29Q: 3 clusters Score -159294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -159294.687500 Penalty: 2431.139160
	Iteration 30F: 3 clusters Score -159294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -221021.531250 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -221021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -218566.234375 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -218566.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -219192.531250 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -219192.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -219358.000000 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -219358 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -219473.046875 Penalty: 2553.555420
	Iteration 3F: 3 clusters Score -219473 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -219538.703125 Penalty: 2553.555420
	Iteration 4Q: 3 clusters Score -219538.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -219588.031250 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -219588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -219623.671875 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -219623.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -219654.062500 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -219654.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -219680.687500 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -219680.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -219709.937500 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -219709.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -219739.328125 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -219739.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -219778.562500 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -219778.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -219811.781250 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -219811.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -219844.937500 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -219844.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -219877.109375 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -219877.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -219918.015625 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -219918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -219966.312500 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -219966.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -220041.484375 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -220041.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -220158.875000 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -220158.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -220269.718750 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -220269.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -220576.031250 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -220576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -220744.359375 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -220744.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -220892.281250 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -220892.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -220988.312500 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -220988.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -221032.546875 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -221032.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -221048.125000 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -221048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -221053.906250 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -221053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -221054.562500 Penalty: 2553.555420
	Iteration 27Q: 3 clusters Score -221054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -221054.562500 Penalty: 2553.555420
	Iteration 28F: 3 clusters Score -221054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 37670 members 
Mstep: Class 4 contains 40727 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37853 members 
Mstep: Class 11 contains 17746 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 20417 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13107 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 679 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40703 members 
Mstep: Class 21 contains 30019 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 20571 members 
Mstep: Class 30 contains 25539 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3636 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 4766 members 
Mstep: Class 41 contains 18925 members 
Mstep: Class 42 contains 8378 members 
Mstep: Class 43 contains 31148 members 
Mstep: Class 44 contains 24097 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 2504 members 
Mstep: Class 48 contains 1905 members 
Entering Unmasked Estep 
Score: -49778656.000000 Penalty: 103005.007812
Splitting cluster 18 changes total score from -49778884.000000 to -49778656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -416954.781250 Penalty: 1364.521851
	Iteration 0F: 2 clusters Score -416954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -413347.562500 Penalty: 2729.043701
	Iteration 0F: 3 clusters Score -413347.6 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -414415.656250 Penalty: 2729.043701
	Iteration 1F: 3 clusters Score -414415.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -414644.000000 Penalty: 2729.043701
	Iteration 2F: 3 clusters Score -414644 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -414867.687500 Penalty: 2729.043701
	Iteration 3F: 3 clusters Score -414867.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -415078.937500 Penalty: 2729.043701
	Iteration 4F: 3 clusters Score -415078.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -415274.125000 Penalty: 2729.043701
	Iteration 5F: 3 clusters Score -415274.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -415461.125000 Penalty: 2729.043701
	Iteration 6F: 3 clusters Score -415461.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -415631.937500 Penalty: 2729.043701
	Iteration 7Q: 3 clusters Score -415631.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -415765.718750 Penalty: 2729.043701
	Iteration 8Q: 3 clusters Score -415765.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -415857.656250 Penalty: 2729.043701
	Iteration 9Q: 3 clusters Score -415857.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -415914.312500 Penalty: 2729.043701
	Iteration 10Q: 3 clusters Score -415914.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -415966.343750 Penalty: 2729.043701
	Iteration 11Q: 3 clusters Score -415966.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -416011.062500 Penalty: 2729.043701
	Iteration 12Q: 3 clusters Score -416011.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -416044.781250 Penalty: 2729.043701
	Iteration 13Q: 3 clusters Score -416044.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -416071.906250 Penalty: 2729.043701
	Iteration 14Q: 3 clusters Score -416071.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -416094.031250 Penalty: 2729.043701
	Iteration 15Q: 3 clusters Score -416094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -416108.812500 Penalty: 2729.043701
	Iteration 16Q: 3 clusters Score -416108.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -416115.406250 Penalty: 2729.043701
	Iteration 17Q: 3 clusters Score -416115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -416117.375000 Penalty: 2729.043701
	Iteration 18Q: 3 clusters Score -416117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -416118.843750 Penalty: 2729.043701
	Iteration 19Q: 3 clusters Score -416118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -416120.687500 Penalty: 2729.043701
	Iteration 20F: 3 clusters Score -416120.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -416122.125000 Penalty: 2729.043701
	Iteration 21Q: 3 clusters Score -416122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -416127.500000 Penalty: 2729.043701
	Iteration 22Q: 3 clusters Score -416127.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -416130.437500 Penalty: 2729.043701
	Iteration 23Q: 3 clusters Score -416130.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -416133.687500 Penalty: 2729.043701
	Iteration 24Q: 3 clusters Score -416133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -416136.562500 Penalty: 2729.043701
	Iteration 25Q: 3 clusters Score -416136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -416137.875000 Penalty: 2729.043701
	Iteration 26Q: 3 clusters Score -416137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -416139.187500 Penalty: 2729.043701
	Iteration 27Q: 3 clusters Score -416139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -416139.656250 Penalty: 2729.043701
	Iteration 28Q: 3 clusters Score -416139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -416139.843750 Penalty: 2729.043701
	Iteration 29Q: 3 clusters Score -416139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -416140.406250 Penalty: 2729.043701
	Iteration 30Q: 3 clusters Score -416140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -416142.062500 Penalty: 2729.043701
	Iteration 31Q: 3 clusters Score -416142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -416142.250000 Penalty: 2729.043701
	Iteration 32Q: 3 clusters Score -416142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -416142.250000 Penalty: 2729.043701
	Iteration 33F: 3 clusters Score -416142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Entering Unmasked Estep 
Score: -3906632.500000 Penalty: 1724.784302
	Iteration 0F: 2 clusters Score -3906632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3882329.250000 Penalty: 3449.568604
	Iteration 0F: 3 clusters Score -3882329 nChanged 18942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3892846.000000 Penalty: 3449.568604
	Iteration 1F: 3 clusters Score -3892846 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3893283.500000 Penalty: 3449.568604
	Iteration 2Q: 3 clusters Score -3893284 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3893806.250000 Penalty: 3449.568604
	Iteration 3Q: 3 clusters Score -3893806 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3894601.750000 Penalty: 3449.568604
	Iteration 4Q: 3 clusters Score -3894602 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3895912.000000 Penalty: 3449.568604
	Iteration 5F: 3 clusters Score -3895912 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3897970.750000 Penalty: 3449.568604
	Iteration 6F: 3 clusters Score -3897971 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3900788.750000 Penalty: 3449.568604
	Iteration 7F: 3 clusters Score -3900789 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3902921.000000 Penalty: 3449.568604
	Iteration 8F: 3 clusters Score -3902921 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3903778.250000 Penalty: 3449.568604
	Iteration 9F: 3 clusters Score -3903778 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3904321.250000 Penalty: 3449.568604
	Iteration 10Q: 3 clusters Score -3904321 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3904665.500000 Penalty: 3449.568604
	Iteration 11Q: 3 clusters Score -3904666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3904826.750000 Penalty: 3449.568604
	Iteration 12Q: 3 clusters Score -3904827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3904924.500000 Penalty: 3449.568604
	Iteration 13Q: 3 clusters Score -3904924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3904975.500000 Penalty: 3449.568604
	Iteration 14Q: 3 clusters Score -3904976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3905009.500000 Penalty: 3449.568604
	Iteration 15Q: 3 clusters Score -3905010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3905045.000000 Penalty: 3449.568604
	Iteration 16Q: 3 clusters Score -3905045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3905051.250000 Penalty: 3449.568604
	Iteration 17Q: 3 clusters Score -3905051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3905070.000000 Penalty: 3449.568604
	Iteration 18Q: 3 clusters Score -3905070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3905067.000000 Penalty: 3449.568604
	Iteration 19Q: 3 clusters Score -3905067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3905072.500000 Penalty: 3449.568604
	Iteration 20F: 3 clusters Score -3905072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3905076.750000 Penalty: 3449.568604
	Iteration 21Q: 3 clusters Score -3905077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3905079.750000 Penalty: 3449.568604
	Iteration 22Q: 3 clusters Score -3905080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3905084.500000 Penalty: 3449.568604
	Iteration 23Q: 3 clusters Score -3905084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3905087.500000 Penalty: 3449.568604
	Iteration 24Q: 3 clusters Score -3905088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3905092.000000 Penalty: 3449.568604
	Iteration 25Q: 3 clusters Score -3905092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3905100.000000 Penalty: 3449.568604
	Iteration 26Q: 3 clusters Score -3905100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3905111.250000 Penalty: 3449.568604
	Iteration 27Q: 3 clusters Score -3905111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3905111.500000 Penalty: 3449.568604
	Iteration 28Q: 3 clusters Score -3905112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3905115.750000 Penalty: 3449.568604
	Iteration 29Q: 3 clusters Score -3905116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3905124.500000 Penalty: 3449.568604
	Iteration 30Q: 3 clusters Score -3905124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3905129.250000 Penalty: 3449.568604
	Iteration 31Q: 3 clusters Score -3905129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3905129.250000 Penalty: 3449.568604
	Iteration 32F: 3 clusters Score -3905129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Entering Unmasked Estep 
Score: -2951212.750000 Penalty: 1675.307617
	Iteration 0F: 2 clusters Score -2951213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2933246.500000 Penalty: 3350.615234
	Iteration 0F: 3 clusters Score -2933246 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2940834.000000 Penalty: 3350.615234
	Iteration 1F: 3 clusters Score -2940834 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2941155.250000 Penalty: 3350.615234
	Iteration 2Q: 3 clusters Score -2941155 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2941493.000000 Penalty: 3350.615234
	Iteration 3Q: 3 clusters Score -2941493 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2941863.500000 Penalty: 3350.615234
	Iteration 4Q: 3 clusters Score -2941864 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2942348.250000 Penalty: 3350.615234
	Iteration 5Q: 3 clusters Score -2942348 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2943021.250000 Penalty: 3350.615234
	Iteration 6Q: 3 clusters Score -2943021 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2943937.000000 Penalty: 3350.615234
	Iteration 7F: 3 clusters Score -2943937 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2945131.500000 Penalty: 3350.615234
	Iteration 8F: 3 clusters Score -2945132 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2946550.000000 Penalty: 3350.615234
	Iteration 9F: 3 clusters Score -2946550 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2948089.000000 Penalty: 3350.615234
	Iteration 10F: 3 clusters Score -2948089 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2949170.000000 Penalty: 3350.615234
	Iteration 11F: 3 clusters Score -2949170 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2949555.250000 Penalty: 3350.615234
	Iteration 12Q: 3 clusters Score -2949555 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2949702.750000 Penalty: 3350.615234
	Iteration 13Q: 3 clusters Score -2949703 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2949743.750000 Penalty: 3350.615234
	Iteration 14Q: 3 clusters Score -2949744 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2949783.000000 Penalty: 3350.615234
	Iteration 15Q: 3 clusters Score -2949783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2949806.750000 Penalty: 3350.615234
	Iteration 16Q: 3 clusters Score -2949807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2949819.000000 Penalty: 3350.615234
	Iteration 17Q: 3 clusters Score -2949819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2949842.250000 Penalty: 3350.615234
	Iteration 18Q: 3 clusters Score -2949842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2949856.500000 Penalty: 3350.615234
	Iteration 19Q: 3 clusters Score -2949856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2949865.500000 Penalty: 3350.615234
	Iteration 20F: 3 clusters Score -2949866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2949868.000000 Penalty: 3350.615234
	Iteration 21Q: 3 clusters Score -2949868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2949869.500000 Penalty: 3350.615234
	Iteration 22Q: 3 clusters Score -2949870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2949874.250000 Penalty: 3350.615234
	Iteration 23Q: 3 clusters Score -2949874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2949874.250000 Penalty: 3350.615234
	Iteration 24F: 3 clusters Score -2949874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -101397.898438 Penalty: 1161.861450
	Iteration 0F: 2 clusters Score -101397.9 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 625 members 
Entering Unmasked Estep 
Score: -99812.125000 Penalty: 2323.722900
	Iteration 0F: 3 clusters Score -99812.12 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -100243.601562 Penalty: 2323.722900
	Iteration 1F: 3 clusters Score -100243.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -100370.054688 Penalty: 2323.722900
	Iteration 2F: 3 clusters Score -100370.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -100426.914062 Penalty: 2323.722900
	Iteration 3Q: 3 clusters Score -100426.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -100462.812500 Penalty: 2323.722900
	Iteration 4Q: 3 clusters Score -100462.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100487.554688 Penalty: 2323.722900
	Iteration 5Q: 3 clusters Score -100487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -100510.070312 Penalty: 2323.722900
	Iteration 6Q: 3 clusters Score -100510.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -100522.687500 Penalty: 2323.722900
	Iteration 7Q: 3 clusters Score -100522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -100529.609375 Penalty: 2323.722900
	Iteration 8Q: 3 clusters Score -100529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -100532.976562 Penalty: 2323.722900
	Iteration 9Q: 3 clusters Score -100533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -100533.093750 Penalty: 2323.722900
	Iteration 10Q: 3 clusters Score -100533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -100534.757812 Penalty: 2323.722900
	Iteration 11Q: 3 clusters Score -100534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -100534.757812 Penalty: 2323.722900
	Iteration 12F: 3 clusters Score -100534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -522276.593750 Penalty: 1404.907715
	Iteration 0F: 2 clusters Score -522276.6 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 2833 members 
Entering Unmasked Estep 
Score: -517923.625000 Penalty: 2809.815430
	Iteration 0F: 3 clusters Score -517923.6 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -519236.875000 Penalty: 2809.815430
	Iteration 1F: 3 clusters Score -519236.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -519467.218750 Penalty: 2809.815430
	Iteration 2F: 3 clusters Score -519467.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -519668.906250 Penalty: 2809.815430
	Iteration 3F: 3 clusters Score -519668.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -519828.281250 Penalty: 2809.815430
	Iteration 4F: 3 clusters Score -519828.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -519976.593750 Penalty: 2809.815430
	Iteration 5Q: 3 clusters Score -519976.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -520118.562500 Penalty: 2809.815430
	Iteration 6Q: 3 clusters Score -520118.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -520255.281250 Penalty: 2809.815430
	Iteration 7Q: 3 clusters Score -520255.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -520380.781250 Penalty: 2809.815430
	Iteration 8Q: 3 clusters Score -520380.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -520474.812500 Penalty: 2809.815430
	Iteration 9Q: 3 clusters Score -520474.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -520571.937500 Penalty: 2809.815430
	Iteration 10Q: 3 clusters Score -520571.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -520662.406250 Penalty: 2809.815430
	Iteration 11Q: 3 clusters Score -520662.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -520725.343750 Penalty: 2809.815430
	Iteration 12Q: 3 clusters Score -520725.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -520787.500000 Penalty: 2809.815430
	Iteration 13Q: 3 clusters Score -520787.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -520854.218750 Penalty: 2809.815430
	Iteration 14Q: 3 clusters Score -520854.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -520915.812500 Penalty: 2809.815430
	Iteration 15Q: 3 clusters Score -520915.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -520970.250000 Penalty: 2809.815430
	Iteration 16Q: 3 clusters Score -520970.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -521017.375000 Penalty: 2809.815430
	Iteration 17Q: 3 clusters Score -521017.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -521065.093750 Penalty: 2809.815430
	Iteration 18Q: 3 clusters Score -521065.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -521091.812500 Penalty: 2809.815430
	Iteration 19Q: 3 clusters Score -521091.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -521108.843750 Penalty: 2809.815430
	Iteration 20F: 3 clusters Score -521108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -521121.343750 Penalty: 2809.815430
	Iteration 21Q: 3 clusters Score -521121.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -521132.843750 Penalty: 2809.815430
	Iteration 22Q: 3 clusters Score -521132.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -521140.968750 Penalty: 2809.815430
	Iteration 23Q: 3 clusters Score -521141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -521150.218750 Penalty: 2809.815430
	Iteration 24Q: 3 clusters Score -521150.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -521156.625000 Penalty: 2809.815430
	Iteration 25Q: 3 clusters Score -521156.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -521161.625000 Penalty: 2809.815430
	Iteration 26Q: 3 clusters Score -521161.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -521166.250000 Penalty: 2809.815430
	Iteration 27Q: 3 clusters Score -521166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -521170.687500 Penalty: 2809.815430
	Iteration 28Q: 3 clusters Score -521170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -521171.593750 Penalty: 2809.815430
	Iteration 29Q: 3 clusters Score -521171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -521173.750000 Penalty: 2809.815430
	Iteration 30Q: 3 clusters Score -521173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -521176.906250 Penalty: 2809.815430
	Iteration 31Q: 3 clusters Score -521176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -521178.718750 Penalty: 2809.815430
	Iteration 32Q: 3 clusters Score -521178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -521181.593750 Penalty: 2809.815430
	Iteration 33Q: 3 clusters Score -521181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -521183.062500 Penalty: 2809.815430
	Iteration 34Q: 3 clusters Score -521183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -521184.312500 Penalty: 2809.815430
	Iteration 35Q: 3 clusters Score -521184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -521185.218750 Penalty: 2809.815430
	Iteration 36Q: 3 clusters Score -521185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -521185.718750 Penalty: 2809.815430
	Iteration 37Q: 3 clusters Score -521185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -521187.687500 Penalty: 2809.815430
	Iteration 38Q: 3 clusters Score -521187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -521193.500000 Penalty: 2809.815430
	Iteration 39Q: 3 clusters Score -521193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -521197.906250 Penalty: 2809.815430
	Iteration 40F: 3 clusters Score -521197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -521199.437500 Penalty: 2809.815430
	Iteration 41Q: 3 clusters Score -521199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -521200.812500 Penalty: 2809.815430
	Iteration 42Q: 3 clusters Score -521200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -521200.812500 Penalty: 2809.815430
	Iteration 43F: 3 clusters Score -521200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -211480.125000 Penalty: 1259.894043
	Iteration 0F: 2 clusters Score -211480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -209168.500000 Penalty: 2519.788086
	Iteration 0F: 3 clusters Score -209168.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -209704.312500 Penalty: 2519.788086
	Iteration 1F: 3 clusters Score -209704.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -209893.187500 Penalty: 2519.788086
	Iteration 2F: 3 clusters Score -209893.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -210076.875000 Penalty: 2519.788086
	Iteration 3F: 3 clusters Score -210076.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -210247.500000 Penalty: 2519.788086
	Iteration 4F: 3 clusters Score -210247.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -210396.015625 Penalty: 2519.788086
	Iteration 5F: 3 clusters Score -210396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -210488.921875 Penalty: 2519.788086
	Iteration 6Q: 3 clusters Score -210488.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -210543.000000 Penalty: 2519.788086
	Iteration 7Q: 3 clusters Score -210543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -210575.171875 Penalty: 2519.788086
	Iteration 8Q: 3 clusters Score -210575.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -210603.015625 Penalty: 2519.788086
	Iteration 9Q: 3 clusters Score -210603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -210624.312500 Penalty: 2519.788086
	Iteration 10Q: 3 clusters Score -210624.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -210635.562500 Penalty: 2519.788086
	Iteration 11Q: 3 clusters Score -210635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -210641.062500 Penalty: 2519.788086
	Iteration 12Q: 3 clusters Score -210641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -210645.671875 Penalty: 2519.788086
	Iteration 13Q: 3 clusters Score -210645.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -210648.140625 Penalty: 2519.788086
	Iteration 14Q: 3 clusters Score -210648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -210651.515625 Penalty: 2519.788086
	Iteration 15Q: 3 clusters Score -210651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -210654.078125 Penalty: 2519.788086
	Iteration 16Q: 3 clusters Score -210654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -210654.609375 Penalty: 2519.788086
	Iteration 17Q: 3 clusters Score -210654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -210654.609375 Penalty: 2519.788086
	Iteration 18F: 3 clusters Score -210654.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -507212.750000 Penalty: 1401.587036
	Iteration 0F: 2 clusters Score -507212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -502914.531250 Penalty: 2803.174072
	Iteration 0F: 3 clusters Score -502914.5 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -504243.187500 Penalty: 2803.174072
	Iteration 1F: 3 clusters Score -504243.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -504551.718750 Penalty: 2803.174072
	Iteration 2F: 3 clusters Score -504551.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -504804.687500 Penalty: 2803.174072
	Iteration 3F: 3 clusters Score -504804.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -505014.812500 Penalty: 2803.174072
	Iteration 4F: 3 clusters Score -505014.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -505191.968750 Penalty: 2803.174072
	Iteration 5Q: 3 clusters Score -505192 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -505327.062500 Penalty: 2803.174072
	Iteration 6Q: 3 clusters Score -505327.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -505431.968750 Penalty: 2803.174072
	Iteration 7Q: 3 clusters Score -505432 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -505533.906250 Penalty: 2803.174072
	Iteration 8Q: 3 clusters Score -505533.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -505613.781250 Penalty: 2803.174072
	Iteration 9Q: 3 clusters Score -505613.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -505678.093750 Penalty: 2803.174072
	Iteration 10Q: 3 clusters Score -505678.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -505736.562500 Penalty: 2803.174072
	Iteration 11Q: 3 clusters Score -505736.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -505797.218750 Penalty: 2803.174072
	Iteration 12Q: 3 clusters Score -505797.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -505845.031250 Penalty: 2803.174072
	Iteration 13Q: 3 clusters Score -505845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -505889.812500 Penalty: 2803.174072
	Iteration 14Q: 3 clusters Score -505889.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -505929.875000 Penalty: 2803.174072
	Iteration 15Q: 3 clusters Score -505929.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -505961.062500 Penalty: 2803.174072
	Iteration 16Q: 3 clusters Score -505961.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -505984.812500 Penalty: 2803.174072
	Iteration 17Q: 3 clusters Score -505984.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -506002.812500 Penalty: 2803.174072
	Iteration 18Q: 3 clusters Score -506002.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -506019.000000 Penalty: 2803.174072
	Iteration 19Q: 3 clusters Score -506019 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -506037.031250 Penalty: 2803.174072
	Iteration 20F: 3 clusters Score -506037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -506051.156250 Penalty: 2803.174072
	Iteration 21Q: 3 clusters Score -506051.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -506063.812500 Penalty: 2803.174072
	Iteration 22Q: 3 clusters Score -506063.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -506073.500000 Penalty: 2803.174072
	Iteration 23Q: 3 clusters Score -506073.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -506081.187500 Penalty: 2803.174072
	Iteration 24Q: 3 clusters Score -506081.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -506091.781250 Penalty: 2803.174072
	Iteration 25Q: 3 clusters Score -506091.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -506099.250000 Penalty: 2803.174072
	Iteration 26Q: 3 clusters Score -506099.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -506106.781250 Penalty: 2803.174072
	Iteration 27Q: 3 clusters Score -506106.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -506113.781250 Penalty: 2803.174072
	Iteration 28Q: 3 clusters Score -506113.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -506120.031250 Penalty: 2803.174072
	Iteration 29Q: 3 clusters Score -506120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -506126.343750 Penalty: 2803.174072
	Iteration 30Q: 3 clusters Score -506126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -506128.500000 Penalty: 2803.174072
	Iteration 31Q: 3 clusters Score -506128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -506130.906250 Penalty: 2803.174072
	Iteration 32Q: 3 clusters Score -506130.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -506133.656250 Penalty: 2803.174072
	Iteration 33Q: 3 clusters Score -506133.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -506136.281250 Penalty: 2803.174072
	Iteration 34Q: 3 clusters Score -506136.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -506137.968750 Penalty: 2803.174072
	Iteration 35Q: 3 clusters Score -506138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -506140.531250 Penalty: 2803.174072
	Iteration 36Q: 3 clusters Score -506140.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -506142.250000 Penalty: 2803.174072
	Iteration 37Q: 3 clusters Score -506142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -506141.812500 Penalty: 2803.174072
	Iteration 38Q: 3 clusters Score -506141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -506141.750000 Penalty: 2803.174072
	Iteration 39Q: 3 clusters Score -506141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -506143.593750 Penalty: 2803.174072
	Iteration 40F: 3 clusters Score -506143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -506143.031250 Penalty: 2803.174072
	Iteration 41Q: 3 clusters Score -506143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -506143.468750 Penalty: 2803.174072
	Iteration 42Q: 3 clusters Score -506143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -506143.468750 Penalty: 2803.174072
	Iteration 43F: 3 clusters Score -506143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -263503.218750 Penalty: 1293.722656
	Iteration 0F: 2 clusters Score -263503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -260841.953125 Penalty: 2587.445312
	Iteration 0F: 3 clusters Score -260842 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -261626.406250 Penalty: 2587.445312
	Iteration 1F: 3 clusters Score -261626.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -261873.921875 Penalty: 2587.445312
	Iteration 2F: 3 clusters Score -261873.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -262039.703125 Penalty: 2587.445312
	Iteration 3F: 3 clusters Score -262039.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -262166.031250 Penalty: 2587.445312
	Iteration 4Q: 3 clusters Score -262166 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -262258.093750 Penalty: 2587.445312
	Iteration 5Q: 3 clusters Score -262258.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -262337.093750 Penalty: 2587.445312
	Iteration 6Q: 3 clusters Score -262337.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -262417.687500 Penalty: 2587.445312
	Iteration 7Q: 3 clusters Score -262417.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -262486.250000 Penalty: 2587.445312
	Iteration 8Q: 3 clusters Score -262486.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -262538.718750 Penalty: 2587.445312
	Iteration 9Q: 3 clusters Score -262538.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -262573.218750 Penalty: 2587.445312
	Iteration 10Q: 3 clusters Score -262573.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -262604.593750 Penalty: 2587.445312
	Iteration 11Q: 3 clusters Score -262604.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -262635.468750 Penalty: 2587.445312
	Iteration 12Q: 3 clusters Score -262635.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -262662.125000 Penalty: 2587.445312
	Iteration 13Q: 3 clusters Score -262662.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -262689.375000 Penalty: 2587.445312
	Iteration 14Q: 3 clusters Score -262689.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -262712.187500 Penalty: 2587.445312
	Iteration 15Q: 3 clusters Score -262712.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -262727.000000 Penalty: 2587.445312
	Iteration 16Q: 3 clusters Score -262727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -262736.750000 Penalty: 2587.445312
	Iteration 17Q: 3 clusters Score -262736.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -262750.250000 Penalty: 2587.445312
	Iteration 18Q: 3 clusters Score -262750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -262757.875000 Penalty: 2587.445312
	Iteration 19Q: 3 clusters Score -262757.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -262767.187500 Penalty: 2587.445312
	Iteration 20F: 3 clusters Score -262767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -262771.843750 Penalty: 2587.445312
	Iteration 21Q: 3 clusters Score -262771.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -262777.531250 Penalty: 2587.445312
	Iteration 22Q: 3 clusters Score -262777.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -262784.281250 Penalty: 2587.445312
	Iteration 23Q: 3 clusters Score -262784.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -262789.750000 Penalty: 2587.445312
	Iteration 24Q: 3 clusters Score -262789.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -262793.875000 Penalty: 2587.445312
	Iteration 25Q: 3 clusters Score -262793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -262800.781250 Penalty: 2587.445312
	Iteration 26Q: 3 clusters Score -262800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -262811.687500 Penalty: 2587.445312
	Iteration 27Q: 3 clusters Score -262811.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -262820.031250 Penalty: 2587.445312
	Iteration 28Q: 3 clusters Score -262820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -262826.968750 Penalty: 2587.445312
	Iteration 29Q: 3 clusters Score -262827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -262833.687500 Penalty: 2587.445312
	Iteration 30Q: 3 clusters Score -262833.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -262838.500000 Penalty: 2587.445312
	Iteration 31Q: 3 clusters Score -262838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -262841.968750 Penalty: 2587.445312
	Iteration 32Q: 3 clusters Score -262842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -262847.000000 Penalty: 2587.445312
	Iteration 33Q: 3 clusters Score -262847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -262857.000000 Penalty: 2587.445312
	Iteration 34Q: 3 clusters Score -262857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -262863.031250 Penalty: 2587.445312
	Iteration 35Q: 3 clusters Score -262863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -262868.812500 Penalty: 2587.445312
	Iteration 36Q: 3 clusters Score -262868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -262871.187500 Penalty: 2587.445312
	Iteration 37Q: 3 clusters Score -262871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -262873.531250 Penalty: 2587.445312
	Iteration 38Q: 3 clusters Score -262873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -262878.031250 Penalty: 2587.445312
	Iteration 39Q: 3 clusters Score -262878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -262882.500000 Penalty: 2587.445312
	Iteration 40F: 3 clusters Score -262882.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -262886.750000 Penalty: 2587.445312
	Iteration 41Q: 3 clusters Score -262886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -262889.906250 Penalty: 2587.445312
	Iteration 42Q: 3 clusters Score -262889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -262892.062500 Penalty: 2587.445312
	Iteration 43Q: 3 clusters Score -262892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -262894.156250 Penalty: 2587.445312
	Iteration 44Q: 3 clusters Score -262894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -262895.093750 Penalty: 2587.445312
	Iteration 45Q: 3 clusters Score -262895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -262896.031250 Penalty: 2587.445312
	Iteration 46Q: 3 clusters Score -262896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -262896.937500 Penalty: 2587.445312
	Iteration 47Q: 3 clusters Score -262896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -262897.218750 Penalty: 2587.445312
	Iteration 48Q: 3 clusters Score -262897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -262898.687500 Penalty: 2587.445312
	Iteration 49Q: 3 clusters Score -262898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -262900.000000 Penalty: 2587.445312
	Iteration 50Q: 3 clusters Score -262900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -262901.093750 Penalty: 2587.445312
	Iteration 51Q: 3 clusters Score -262901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -262901.500000 Penalty: 2587.445312
	Iteration 52Q: 3 clusters Score -262901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -262901.500000 Penalty: 2587.445312
	Iteration 53F: 3 clusters Score -262901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -95220.804688 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -95220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93703.320312 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -93703.32 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -94193.937500 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -94193.94 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -94422.945312 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -94422.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -94551.078125 Penalty: 2310.445312
	Iteration 3F: 3 clusters Score -94551.08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -94638.031250 Penalty: 2310.445312
	Iteration 4F: 3 clusters Score -94638.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -94701.890625 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -94701.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -94757.171875 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -94757.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -94814.656250 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -94814.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -94842.773438 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -94842.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -94857.421875 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -94857.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -94877.078125 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -94877.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -94899.687500 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -94899.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -94933.882812 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -94933.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -94946.585938 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -94946.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -94959.867188 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -94959.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -94966.289062 Penalty: 2310.445312
	Iteration 15Q: 3 clusters Score -94966.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -94969.781250 Penalty: 2310.445312
	Iteration 16Q: 3 clusters Score -94969.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -94974.250000 Penalty: 2310.445312
	Iteration 17Q: 3 clusters Score -94974.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -94978.546875 Penalty: 2310.445312
	Iteration 18Q: 3 clusters Score -94978.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -94987.140625 Penalty: 2310.445312
	Iteration 19Q: 3 clusters Score -94987.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -95000.882812 Penalty: 2310.445312
	Iteration 20F: 3 clusters Score -95000.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -95039.875000 Penalty: 2310.445312
	Iteration 21Q: 3 clusters Score -95039.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -95121.460938 Penalty: 2310.445312
	Iteration 22Q: 3 clusters Score -95121.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95183.937500 Penalty: 2310.445312
	Iteration 23Q: 3 clusters Score -95183.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -95217.531250 Penalty: 2310.445312
	Iteration 24Q: 3 clusters Score -95217.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -95248.414062 Penalty: 2310.445312
	Iteration 25Q: 3 clusters Score -95248.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -95259.328125 Penalty: 2310.445312
	Iteration 26Q: 3 clusters Score -95259.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -95266.500000 Penalty: 2310.445312
	Iteration 27Q: 3 clusters Score -95266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -95268.968750 Penalty: 2310.445312
	Iteration 28Q: 3 clusters Score -95268.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -95269.437500 Penalty: 2310.445312
	Iteration 29Q: 3 clusters Score -95269.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -95269.437500 Penalty: 2310.445312
	Iteration 30F: 3 clusters Score -95269.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 37670 members 
Mstep: Class 4 contains 40727 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37853 members 
Mstep: Class 11 contains 17746 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 20417 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13107 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40703 members 
Mstep: Class 21 contains 30019 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 20571 members 
Mstep: Class 30 contains 25539 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3636 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 4766 members 
Mstep: Class 41 contains 18925 members 
Mstep: Class 42 contains 8378 members 
Mstep: Class 43 contains 31148 members 
Mstep: Class 44 contains 24097 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 2504 members 
Mstep: Class 48 contains 745 members 
Entering Unmasked Estep 
Score: -49778616.000000 Penalty: 103005.007812
Splitting cluster 27 changes total score from -49778884.000000 to -49778616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -440440.031250 Penalty: 1381.092285
	Iteration 0F: 2 clusters Score -440440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -436564.656250 Penalty: 2762.184570
	Iteration 0F: 3 clusters Score -436564.7 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -437748.750000 Penalty: 2762.184570
	Iteration 1F: 3 clusters Score -437748.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -438121.156250 Penalty: 2762.184570
	Iteration 2F: 3 clusters Score -438121.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -438475.937500 Penalty: 2762.184570
	Iteration 3F: 3 clusters Score -438475.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -438800.718750 Penalty: 2762.184570
	Iteration 4F: 3 clusters Score -438800.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -439009.281250 Penalty: 2762.184570
	Iteration 5F: 3 clusters Score -439009.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -439190.218750 Penalty: 2762.184570
	Iteration 6Q: 3 clusters Score -439190.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -439379.375000 Penalty: 2762.184570
	Iteration 7Q: 3 clusters Score -439379.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -439560.250000 Penalty: 2762.184570
	Iteration 8Q: 3 clusters Score -439560.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -439732.406250 Penalty: 2762.184570
	Iteration 9Q: 3 clusters Score -439732.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -439876.312500 Penalty: 2762.184570
	Iteration 10Q: 3 clusters Score -439876.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -440033.218750 Penalty: 2762.184570
	Iteration 11Q: 3 clusters Score -440033.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -440148.468750 Penalty: 2762.184570
	Iteration 12Q: 3 clusters Score -440148.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -440206.625000 Penalty: 2762.184570
	Iteration 13Q: 3 clusters Score -440206.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -440224.093750 Penalty: 2762.184570
	Iteration 14Q: 3 clusters Score -440224.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -440233.750000 Penalty: 2762.184570
	Iteration 15Q: 3 clusters Score -440233.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -440239.312500 Penalty: 2762.184570
	Iteration 16Q: 3 clusters Score -440239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -440243.125000 Penalty: 2762.184570
	Iteration 17Q: 3 clusters Score -440243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -440245.375000 Penalty: 2762.184570
	Iteration 18Q: 3 clusters Score -440245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -440245.718750 Penalty: 2762.184570
	Iteration 19Q: 3 clusters Score -440245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -440246.250000 Penalty: 2762.184570
	Iteration 20F: 3 clusters Score -440246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -440246.156250 Penalty: 2762.184570
	Iteration 21Q: 3 clusters Score -440246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -440247.062500 Penalty: 2762.184570
	Iteration 22Q: 3 clusters Score -440247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -440246.937500 Penalty: 2762.184570
	Iteration 23Q: 3 clusters Score -440246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -440248.875000 Penalty: 2762.184570
	Iteration 24Q: 3 clusters Score -440248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -440249.062500 Penalty: 2762.184570
	Iteration 25Q: 3 clusters Score -440249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -440247.937500 Penalty: 2762.184570
	Iteration 26Q: 3 clusters Score -440247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -440249.125000 Penalty: 2762.184570
	Iteration 27Q: 3 clusters Score -440249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -440249.000000 Penalty: 2762.184570
	Iteration 28Q: 3 clusters Score -440249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -440249.031250 Penalty: 2762.184570
	Iteration 29Q: 3 clusters Score -440249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -440249.437500 Penalty: 2762.184570
	Iteration 30Q: 3 clusters Score -440249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -440249.218750 Penalty: 2762.184570
	Iteration 31Q: 3 clusters Score -440249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -440249.625000 Penalty: 2762.184570
	Iteration 32Q: 3 clusters Score -440249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -440250.343750 Penalty: 2762.184570
	Iteration 33Q: 3 clusters Score -440250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -440250.250000 Penalty: 2762.184570
	Iteration 34Q: 3 clusters Score -440250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -440252.343750 Penalty: 2762.184570
	Iteration 35Q: 3 clusters Score -440252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -440252.375000 Penalty: 2762.184570
	Iteration 36Q: 3 clusters Score -440252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -440253.687500 Penalty: 2762.184570
	Iteration 37Q: 3 clusters Score -440253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -440255.531250 Penalty: 2762.184570
	Iteration 38Q: 3 clusters Score -440255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -440255.500000 Penalty: 2762.184570
	Iteration 39Q: 3 clusters Score -440255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -440255.906250 Penalty: 2762.184570
	Iteration 40F: 3 clusters Score -440255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Entering Unmasked Estep 
Score: -1971667.500000 Penalty: 1613.891113
	Iteration 0F: 2 clusters Score -1971668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1957589.250000 Penalty: 3227.782227
	Iteration 0F: 3 clusters Score -1957589 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1962425.375000 Penalty: 3227.782227
	Iteration 1F: 3 clusters Score -1962425 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1962778.625000 Penalty: 3227.782227
	Iteration 2Q: 3 clusters Score -1962779 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1963182.750000 Penalty: 3227.782227
	Iteration 3Q: 3 clusters Score -1963183 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1963664.750000 Penalty: 3227.782227
	Iteration 4Q: 3 clusters Score -1963665 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1964307.625000 Penalty: 3227.782227
	Iteration 5F: 3 clusters Score -1964308 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1965275.125000 Penalty: 3227.782227
	Iteration 6F: 3 clusters Score -1965275 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1966474.750000 Penalty: 3227.782227
	Iteration 7F: 3 clusters Score -1966475 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1967674.625000 Penalty: 3227.782227
	Iteration 8F: 3 clusters Score -1967675 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1968591.375000 Penalty: 3227.782227
	Iteration 9F: 3 clusters Score -1968591 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1969188.875000 Penalty: 3227.782227
	Iteration 10Q: 3 clusters Score -1969189 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1969541.750000 Penalty: 3227.782227
	Iteration 11Q: 3 clusters Score -1969542 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1969758.375000 Penalty: 3227.782227
	Iteration 12Q: 3 clusters Score -1969758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -1969887.250000 Penalty: 3227.782227
	Iteration 13Q: 3 clusters Score -1969887 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -1969992.750000 Penalty: 3227.782227
	Iteration 14Q: 3 clusters Score -1969993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1970095.625000 Penalty: 3227.782227
	Iteration 15Q: 3 clusters Score -1970096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1970161.625000 Penalty: 3227.782227
	Iteration 16Q: 3 clusters Score -1970162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1970199.625000 Penalty: 3227.782227
	Iteration 17Q: 3 clusters Score -1970200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -1970247.625000 Penalty: 3227.782227
	Iteration 18Q: 3 clusters Score -1970248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1970281.000000 Penalty: 3227.782227
	Iteration 19Q: 3 clusters Score -1970281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -1970303.500000 Penalty: 3227.782227
	Iteration 20F: 3 clusters Score -1970304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1970325.500000 Penalty: 3227.782227
	Iteration 21Q: 3 clusters Score -1970326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1970345.000000 Penalty: 3227.782227
	Iteration 22Q: 3 clusters Score -1970345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1970354.500000 Penalty: 3227.782227
	Iteration 23Q: 3 clusters Score -1970354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -1970360.625000 Penalty: 3227.782227
	Iteration 24Q: 3 clusters Score -1970361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1970366.250000 Penalty: 3227.782227
	Iteration 25Q: 3 clusters Score -1970366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1970368.625000 Penalty: 3227.782227
	Iteration 26Q: 3 clusters Score -1970369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1970369.125000 Penalty: 3227.782227
	Iteration 27Q: 3 clusters Score -1970369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -1970369.750000 Penalty: 3227.782227
	Iteration 28Q: 3 clusters Score -1970370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1970370.250000 Penalty: 3227.782227
	Iteration 29Q: 3 clusters Score -1970370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1970369.500000 Penalty: 3227.782227
	Iteration 30Q: 3 clusters Score -1970370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -1970373.125000 Penalty: 3227.782227
	Iteration 31Q: 3 clusters Score -1970373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -1970374.500000 Penalty: 3227.782227
	Iteration 32Q: 3 clusters Score -1970374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1970373.875000 Penalty: 3227.782227
	Iteration 33Q: 3 clusters Score -1970374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1970373.875000 Penalty: 3227.782227
	Iteration 34F: 3 clusters Score -1970374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Entering Unmasked Estep 
Score: -2318874.250000 Penalty: 1649.043823
	Iteration 0F: 2 clusters Score -2318874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2301660.750000 Penalty: 3298.087646
	Iteration 0F: 3 clusters Score -2301661 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2308316.500000 Penalty: 3298.087646
	Iteration 1F: 3 clusters Score -2308316 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2308948.250000 Penalty: 3298.087646
	Iteration 2F: 3 clusters Score -2308948 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2309646.000000 Penalty: 3298.087646
	Iteration 3F: 3 clusters Score -2309646 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2310488.500000 Penalty: 3298.087646
	Iteration 4F: 3 clusters Score -2310488 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2311286.750000 Penalty: 3298.087646
	Iteration 5F: 3 clusters Score -2311287 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2312041.250000 Penalty: 3298.087646
	Iteration 6F: 3 clusters Score -2312041 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2312678.750000 Penalty: 3298.087646
	Iteration 7Q: 3 clusters Score -2312679 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2313200.750000 Penalty: 3298.087646
	Iteration 8Q: 3 clusters Score -2313201 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2313650.250000 Penalty: 3298.087646
	Iteration 9Q: 3 clusters Score -2313650 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2314080.250000 Penalty: 3298.087646
	Iteration 10Q: 3 clusters Score -2314080 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2314475.500000 Penalty: 3298.087646
	Iteration 11Q: 3 clusters Score -2314476 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2314834.000000 Penalty: 3298.087646
	Iteration 12Q: 3 clusters Score -2314834 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2315166.500000 Penalty: 3298.087646
	Iteration 13Q: 3 clusters Score -2315166 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2315397.250000 Penalty: 3298.087646
	Iteration 14Q: 3 clusters Score -2315397 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2315570.000000 Penalty: 3298.087646
	Iteration 15Q: 3 clusters Score -2315570 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2315752.250000 Penalty: 3298.087646
	Iteration 16Q: 3 clusters Score -2315752 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2315953.750000 Penalty: 3298.087646
	Iteration 17Q: 3 clusters Score -2315954 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2316099.000000 Penalty: 3298.087646
	Iteration 18Q: 3 clusters Score -2316099 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2316266.250000 Penalty: 3298.087646
	Iteration 19Q: 3 clusters Score -2316266 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2316416.250000 Penalty: 3298.087646
	Iteration 20F: 3 clusters Score -2316416 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2316572.250000 Penalty: 3298.087646
	Iteration 21Q: 3 clusters Score -2316572 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2316729.750000 Penalty: 3298.087646
	Iteration 22Q: 3 clusters Score -2316730 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2316927.250000 Penalty: 3298.087646
	Iteration 23Q: 3 clusters Score -2316927 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2317133.000000 Penalty: 3298.087646
	Iteration 24Q: 3 clusters Score -2317133 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2317285.500000 Penalty: 3298.087646
	Iteration 25Q: 3 clusters Score -2317286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2317416.000000 Penalty: 3298.087646
	Iteration 26Q: 3 clusters Score -2317416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2317516.250000 Penalty: 3298.087646
	Iteration 27Q: 3 clusters Score -2317516 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2317608.000000 Penalty: 3298.087646
	Iteration 28Q: 3 clusters Score -2317608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2317701.500000 Penalty: 3298.087646
	Iteration 29Q: 3 clusters Score -2317702 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2317770.000000 Penalty: 3298.087646
	Iteration 30Q: 3 clusters Score -2317770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2317812.500000 Penalty: 3298.087646
	Iteration 31Q: 3 clusters Score -2317812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2317863.250000 Penalty: 3298.087646
	Iteration 32Q: 3 clusters Score -2317863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2317910.000000 Penalty: 3298.087646
	Iteration 33Q: 3 clusters Score -2317910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2317940.000000 Penalty: 3298.087646
	Iteration 34Q: 3 clusters Score -2317940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2317975.000000 Penalty: 3298.087646
	Iteration 35Q: 3 clusters Score -2317975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2318010.000000 Penalty: 3298.087646
	Iteration 36Q: 3 clusters Score -2318010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2318046.750000 Penalty: 3298.087646
	Iteration 37Q: 3 clusters Score -2318047 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -2318077.750000 Penalty: 3298.087646
	Iteration 38Q: 3 clusters Score -2318078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2318118.250000 Penalty: 3298.087646
	Iteration 39Q: 3 clusters Score -2318118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2318150.750000 Penalty: 3298.087646
	Iteration 40F: 3 clusters Score -2318151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2318173.250000 Penalty: 3298.087646
	Iteration 41Q: 3 clusters Score -2318173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2318215.500000 Penalty: 3298.087646
	Iteration 42Q: 3 clusters Score -2318216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2318254.500000 Penalty: 3298.087646
	Iteration 43Q: 3 clusters Score -2318254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2318290.000000 Penalty: 3298.087646
	Iteration 44Q: 3 clusters Score -2318290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2318307.000000 Penalty: 3298.087646
	Iteration 45Q: 3 clusters Score -2318307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2318319.000000 Penalty: 3298.087646
	Iteration 46Q: 3 clusters Score -2318319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -2318341.000000 Penalty: 3298.087646
	Iteration 47Q: 3 clusters Score -2318341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2318347.500000 Penalty: 3298.087646
	Iteration 48Q: 3 clusters Score -2318348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2318360.750000 Penalty: 3298.087646
	Iteration 49Q: 3 clusters Score -2318361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2318370.500000 Penalty: 3298.087646
	Iteration 50Q: 3 clusters Score -2318370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2318378.000000 Penalty: 3298.087646
	Iteration 51Q: 3 clusters Score -2318378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2318386.500000 Penalty: 3298.087646
	Iteration 52Q: 3 clusters Score -2318386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -2318389.500000 Penalty: 3298.087646
	Iteration 53Q: 3 clusters Score -2318390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2318398.500000 Penalty: 3298.087646
	Iteration 54Q: 3 clusters Score -2318398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2318407.500000 Penalty: 3298.087646
	Iteration 55Q: 3 clusters Score -2318408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2318408.000000 Penalty: 3298.087646
	Iteration 56Q: 3 clusters Score -2318408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2318409.250000 Penalty: 3298.087646
	Iteration 57Q: 3 clusters Score -2318409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2318413.500000 Penalty: 3298.087646
	Iteration 58Q: 3 clusters Score -2318414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2318415.000000 Penalty: 3298.087646
	Iteration 59Q: 3 clusters Score -2318415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2318413.750000 Penalty: 3298.087646
	Iteration 60F: 3 clusters Score -2318414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2318416.000000 Penalty: 3298.087646
	Iteration 61Q: 3 clusters Score -2318416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2318415.750000 Penalty: 3298.087646
	Iteration 62Q: 3 clusters Score -2318416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2318415.750000 Penalty: 3298.087646
	Iteration 63F: 3 clusters Score -2318416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -410893.968750 Penalty: 1366.742188
	Iteration 0F: 2 clusters Score -410894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -407306.656250 Penalty: 2733.484375
	Iteration 0F: 3 clusters Score -407306.7 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -408381.000000 Penalty: 2733.484375
	Iteration 1F: 3 clusters Score -408381 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -408605.500000 Penalty: 2733.484375
	Iteration 2F: 3 clusters Score -408605.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -408753.906250 Penalty: 2733.484375
	Iteration 3F: 3 clusters Score -408753.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -408867.656250 Penalty: 2733.484375
	Iteration 4Q: 3 clusters Score -408867.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -408972.031250 Penalty: 2733.484375
	Iteration 5Q: 3 clusters Score -408972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -409051.687500 Penalty: 2733.484375
	Iteration 6Q: 3 clusters Score -409051.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -409108.218750 Penalty: 2733.484375
	Iteration 7Q: 3 clusters Score -409108.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -409159.531250 Penalty: 2733.484375
	Iteration 8Q: 3 clusters Score -409159.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -409204.375000 Penalty: 2733.484375
	Iteration 9Q: 3 clusters Score -409204.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -409256.437500 Penalty: 2733.484375
	Iteration 10Q: 3 clusters Score -409256.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -409320.906250 Penalty: 2733.484375
	Iteration 11Q: 3 clusters Score -409320.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -409421.437500 Penalty: 2733.484375
	Iteration 12Q: 3 clusters Score -409421.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -409533.187500 Penalty: 2733.484375
	Iteration 13Q: 3 clusters Score -409533.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -409621.562500 Penalty: 2733.484375
	Iteration 14Q: 3 clusters Score -409621.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -409689.593750 Penalty: 2733.484375
	Iteration 15Q: 3 clusters Score -409689.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -409743.375000 Penalty: 2733.484375
	Iteration 16Q: 3 clusters Score -409743.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -409786.000000 Penalty: 2733.484375
	Iteration 17Q: 3 clusters Score -409786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -409815.593750 Penalty: 2733.484375
	Iteration 18Q: 3 clusters Score -409815.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -409845.406250 Penalty: 2733.484375
	Iteration 19Q: 3 clusters Score -409845.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -409866.937500 Penalty: 2733.484375
	Iteration 20F: 3 clusters Score -409866.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -409889.937500 Penalty: 2733.484375
	Iteration 21Q: 3 clusters Score -409889.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -409911.843750 Penalty: 2733.484375
	Iteration 22Q: 3 clusters Score -409911.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -409929.281250 Penalty: 2733.484375
	Iteration 23Q: 3 clusters Score -409929.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -409937.156250 Penalty: 2733.484375
	Iteration 24Q: 3 clusters Score -409937.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -409942.875000 Penalty: 2733.484375
	Iteration 25Q: 3 clusters Score -409942.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -409948.281250 Penalty: 2733.484375
	Iteration 26Q: 3 clusters Score -409948.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -409951.968750 Penalty: 2733.484375
	Iteration 27Q: 3 clusters Score -409952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -409952.812500 Penalty: 2733.484375
	Iteration 28Q: 3 clusters Score -409952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -409954.375000 Penalty: 2733.484375
	Iteration 29Q: 3 clusters Score -409954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -409955.875000 Penalty: 2733.484375
	Iteration 30Q: 3 clusters Score -409955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -409956.968750 Penalty: 2733.484375
	Iteration 31Q: 3 clusters Score -409957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -409958.437500 Penalty: 2733.484375
	Iteration 32Q: 3 clusters Score -409958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -409959.968750 Penalty: 2733.484375
	Iteration 33Q: 3 clusters Score -409960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -409959.781250 Penalty: 2733.484375
	Iteration 34Q: 3 clusters Score -409959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -409961.906250 Penalty: 2733.484375
	Iteration 35Q: 3 clusters Score -409961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -409962.468750 Penalty: 2733.484375
	Iteration 36Q: 3 clusters Score -409962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -409962.625000 Penalty: 2733.484375
	Iteration 37Q: 3 clusters Score -409962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -409963.593750 Penalty: 2733.484375
	Iteration 38Q: 3 clusters Score -409963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -409964.000000 Penalty: 2733.484375
	Iteration 39Q: 3 clusters Score -409964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -409964.062500 Penalty: 2733.484375
	Iteration 40F: 3 clusters Score -409964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -409964.093750 Penalty: 2733.484375
	Iteration 41Q: 3 clusters Score -409964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -409965.875000 Penalty: 2733.484375
	Iteration 42Q: 3 clusters Score -409965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -409966.031250 Penalty: 2733.484375
	Iteration 43Q: 3 clusters Score -409966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -409966.031250 Penalty: 2733.484375
	Iteration 44F: 3 clusters Score -409966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -131947.734375 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -131947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130125.453125 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -130125.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -130632.593750 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -130632.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -130773.289062 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -130773.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -130918.187500 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -130918.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -131040.179688 Penalty: 2410.713623
	Iteration 4F: 3 clusters Score -131040.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -131125.078125 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -131125.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -131207.156250 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -131207.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -131266.328125 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -131266.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -131332.484375 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -131332.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -131374.421875 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -131374.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -131429.218750 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -131429.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -131503.546875 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -131503.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -131576.359375 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -131576.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -131694.718750 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -131694.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -131776.156250 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -131776.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -131817.203125 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -131817.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -131830.875000 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -131830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -131834.046875 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -131834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -131834.593750 Penalty: 2410.713623
	Iteration 18F: 3 clusters Score -131834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -131835.750000 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -131835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -131835.750000 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -131835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135156.156250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133380.109375 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133380.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -133720.562500 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133720.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -133808.812500 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133808.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133856.546875 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133856.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133885.359375 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133885.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -133908.515625 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133908.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133930.234375 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133930.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -133944.062500 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -133944.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -133951.734375 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -133951.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -133957.640625 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -133957.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133961.828125 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -133961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -133968.093750 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -133968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -133972.593750 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -133972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -133974.906250 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -133974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -133975.703125 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -133975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133978.015625 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -133978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -133979.171875 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -133979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133982.062500 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -133982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -133984.515625 Penalty: 2374.404541
	Iteration 18Q: 3 clusters Score -133984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -133985.671875 Penalty: 2374.404541
	Iteration 19Q: 3 clusters Score -133985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133988.000000 Penalty: 2374.404541
	Iteration 20F: 3 clusters Score -133988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -133988.281250 Penalty: 2374.404541
	Iteration 21Q: 3 clusters Score -133988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133989.109375 Penalty: 2374.404541
	Iteration 22Q: 3 clusters Score -133989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -133989.906250 Penalty: 2374.404541
	Iteration 23Q: 3 clusters Score -133989.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -133991.203125 Penalty: 2374.404541
	Iteration 24Q: 3 clusters Score -133991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -133992.015625 Penalty: 2374.404541
	Iteration 25Q: 3 clusters Score -133992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133992.687500 Penalty: 2374.404541
	Iteration 26Q: 3 clusters Score -133992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133992.687500 Penalty: 2374.404541
	Iteration 27F: 3 clusters Score -133992.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -224568.812500 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -224568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -222206.343750 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -222206.3 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -222793.718750 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -222793.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -222959.953125 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -222960 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -223072.078125 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -223072.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -223142.843750 Penalty: 2536.514404
	Iteration 4Q: 3 clusters Score -223142.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -223207.562500 Penalty: 2536.514404
	Iteration 5Q: 3 clusters Score -223207.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -223271.421875 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -223271.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -223326.359375 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -223326.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -223374.062500 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -223374.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -223403.671875 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -223403.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -223423.718750 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -223423.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -223440.109375 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -223440.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -223452.859375 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -223452.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -223465.000000 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -223465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -223470.812500 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -223470.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -223476.187500 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -223476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -223481.421875 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -223481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -223484.453125 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -223484.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -223491.265625 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -223491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -223497.421875 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -223497.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -223504.625000 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -223504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -223513.953125 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -223514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -223520.937500 Penalty: 2536.514404
	Iteration 22Q: 3 clusters Score -223520.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -223527.984375 Penalty: 2536.514404
	Iteration 23Q: 3 clusters Score -223528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -223533.687500 Penalty: 2536.514404
	Iteration 24Q: 3 clusters Score -223533.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -223543.078125 Penalty: 2536.514404
	Iteration 25Q: 3 clusters Score -223543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -223549.546875 Penalty: 2536.514404
	Iteration 26Q: 3 clusters Score -223549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -223556.046875 Penalty: 2536.514404
	Iteration 27Q: 3 clusters Score -223556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -223561.218750 Penalty: 2536.514404
	Iteration 28Q: 3 clusters Score -223561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -223566.578125 Penalty: 2536.514404
	Iteration 29Q: 3 clusters Score -223566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -223568.296875 Penalty: 2536.514404
	Iteration 30Q: 3 clusters Score -223568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -223571.031250 Penalty: 2536.514404
	Iteration 31Q: 3 clusters Score -223571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -223572.312500 Penalty: 2536.514404
	Iteration 32Q: 3 clusters Score -223572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -223575.890625 Penalty: 2536.514404
	Iteration 33Q: 3 clusters Score -223575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -223580.203125 Penalty: 2536.514404
	Iteration 34Q: 3 clusters Score -223580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -223585.000000 Penalty: 2536.514404
	Iteration 35Q: 3 clusters Score -223585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -223588.187500 Penalty: 2536.514404
	Iteration 36Q: 3 clusters Score -223588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -223590.937500 Penalty: 2536.514404
	Iteration 37Q: 3 clusters Score -223590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -223591.781250 Penalty: 2536.514404
	Iteration 38Q: 3 clusters Score -223591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -223591.781250 Penalty: 2536.514404
	Iteration 39F: 3 clusters Score -223591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -80821.351562 Penalty: 1118.062378
	Iteration 0F: 2 clusters Score -80821.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79409.781250 Penalty: 2236.124756
	Iteration 0F: 3 clusters Score -79409.78 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79682.585938 Penalty: 2236.124756
	Iteration 1F: 3 clusters Score -79682.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79751.820312 Penalty: 2236.124756
	Iteration 2F: 3 clusters Score -79751.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79791.937500 Penalty: 2236.124756
	Iteration 3Q: 3 clusters Score -79791.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79823.617188 Penalty: 2236.124756
	Iteration 4Q: 3 clusters Score -79823.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79841.101562 Penalty: 2236.124756
	Iteration 5Q: 3 clusters Score -79841.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79859.109375 Penalty: 2236.124756
	Iteration 6Q: 3 clusters Score -79859.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79878.757812 Penalty: 2236.124756
	Iteration 7Q: 3 clusters Score -79878.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -79891.273438 Penalty: 2236.124756
	Iteration 8Q: 3 clusters Score -79891.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79906.812500 Penalty: 2236.124756
	Iteration 9Q: 3 clusters Score -79906.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79916.648438 Penalty: 2236.124756
	Iteration 10Q: 3 clusters Score -79916.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79923.906250 Penalty: 2236.124756
	Iteration 11Q: 3 clusters Score -79923.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79932.796875 Penalty: 2236.124756
	Iteration 12Q: 3 clusters Score -79932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79937.695312 Penalty: 2236.124756
	Iteration 13Q: 3 clusters Score -79937.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79945.445312 Penalty: 2236.124756
	Iteration 14Q: 3 clusters Score -79945.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79951.625000 Penalty: 2236.124756
	Iteration 15Q: 3 clusters Score -79951.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79959.023438 Penalty: 2236.124756
	Iteration 16Q: 3 clusters Score -79959.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79960.195312 Penalty: 2236.124756
	Iteration 17Q: 3 clusters Score -79960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79961.429688 Penalty: 2236.124756
	Iteration 18Q: 3 clusters Score -79961.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79964.609375 Penalty: 2236.124756
	Iteration 19Q: 3 clusters Score -79964.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79967.101562 Penalty: 2236.124756
	Iteration 20F: 3 clusters Score -79967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79973.054688 Penalty: 2236.124756
	Iteration 21Q: 3 clusters Score -79973.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79976.750000 Penalty: 2236.124756
	Iteration 22Q: 3 clusters Score -79976.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79979.421875 Penalty: 2236.124756
	Iteration 23Q: 3 clusters Score -79979.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79982.648438 Penalty: 2236.124756
	Iteration 24Q: 3 clusters Score -79982.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79986.218750 Penalty: 2236.124756
	Iteration 25Q: 3 clusters Score -79986.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79986.796875 Penalty: 2236.124756
	Iteration 26Q: 3 clusters Score -79986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79986.796875 Penalty: 2236.124756
	Iteration 27F: 3 clusters Score -79986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -336230.968750 Penalty: 1332.278931
	Iteration 0F: 2 clusters Score -336231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -333085.406250 Penalty: 2664.557861
	Iteration 0F: 3 clusters Score -333085.4 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -333880.031250 Penalty: 2664.557861
	Iteration 1F: 3 clusters Score -333880 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -334054.312500 Penalty: 2664.557861
	Iteration 2F: 3 clusters Score -334054.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -334162.187500 Penalty: 2664.557861
	Iteration 3F: 3 clusters Score -334162.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -334233.656250 Penalty: 2664.557861
	Iteration 4Q: 3 clusters Score -334233.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -334298.781250 Penalty: 2664.557861
	Iteration 5Q: 3 clusters Score -334298.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -334340.250000 Penalty: 2664.557861
	Iteration 6Q: 3 clusters Score -334340.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -334363.875000 Penalty: 2664.557861
	Iteration 7Q: 3 clusters Score -334363.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -334379.625000 Penalty: 2664.557861
	Iteration 8Q: 3 clusters Score -334379.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -334394.843750 Penalty: 2664.557861
	Iteration 9Q: 3 clusters Score -334394.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -334407.468750 Penalty: 2664.557861
	Iteration 10Q: 3 clusters Score -334407.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -334426.062500 Penalty: 2664.557861
	Iteration 11Q: 3 clusters Score -334426.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -334447.875000 Penalty: 2664.557861
	Iteration 12Q: 3 clusters Score -334447.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -334467.218750 Penalty: 2664.557861
	Iteration 13Q: 3 clusters Score -334467.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -334483.375000 Penalty: 2664.557861
	Iteration 14Q: 3 clusters Score -334483.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -334499.781250 Penalty: 2664.557861
	Iteration 15Q: 3 clusters Score -334499.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -334514.906250 Penalty: 2664.557861
	Iteration 16Q: 3 clusters Score -334514.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -334535.562500 Penalty: 2664.557861
	Iteration 17Q: 3 clusters Score -334535.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -334571.468750 Penalty: 2664.557861
	Iteration 18Q: 3 clusters Score -334571.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -334603.750000 Penalty: 2664.557861
	Iteration 19Q: 3 clusters Score -334603.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -334640.531250 Penalty: 2664.557861
	Iteration 20F: 3 clusters Score -334640.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -334692.187500 Penalty: 2664.557861
	Iteration 21Q: 3 clusters Score -334692.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -334766.750000 Penalty: 2664.557861
	Iteration 22Q: 3 clusters Score -334766.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -334873.875000 Penalty: 2664.557861
	Iteration 23Q: 3 clusters Score -334873.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -335010.562500 Penalty: 2664.557861
	Iteration 24Q: 3 clusters Score -335010.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -335230.500000 Penalty: 2664.557861
	Iteration 25Q: 3 clusters Score -335230.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -335445.781250 Penalty: 2664.557861
	Iteration 26Q: 3 clusters Score -335445.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -335604.187500 Penalty: 2664.557861
	Iteration 27Q: 3 clusters Score -335604.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -335705.375000 Penalty: 2664.557861
	Iteration 28Q: 3 clusters Score -335705.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -335793.937500 Penalty: 2664.557861
	Iteration 29Q: 3 clusters Score -335793.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -335853.375000 Penalty: 2664.557861
	Iteration 30Q: 3 clusters Score -335853.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -335907.250000 Penalty: 2664.557861
	Iteration 31Q: 3 clusters Score -335907.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -335949.593750 Penalty: 2664.557861
	Iteration 32Q: 3 clusters Score -335949.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -335969.937500 Penalty: 2664.557861
	Iteration 33Q: 3 clusters Score -335969.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -335983.343750 Penalty: 2664.557861
	Iteration 34Q: 3 clusters Score -335983.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -335986.968750 Penalty: 2664.557861
	Iteration 35Q: 3 clusters Score -335987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -335991.562500 Penalty: 2664.557861
	Iteration 36Q: 3 clusters Score -335991.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -335996.656250 Penalty: 2664.557861
	Iteration 37Q: 3 clusters Score -335996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -336002.062500 Penalty: 2664.557861
	Iteration 38Q: 3 clusters Score -336002.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -336004.250000 Penalty: 2664.557861
	Iteration 39Q: 3 clusters Score -336004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -336006.375000 Penalty: 2664.557861
	Iteration 40F: 3 clusters Score -336006.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -339040.562500 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -339040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -335923.281250 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -335923.3 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -336733.718750 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -336733.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -336904.843750 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -336904.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -337036.750000 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -337036.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -337139.000000 Penalty: 2668.996582
	Iteration 4F: 3 clusters Score -337139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -337205.968750 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -337206 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -337251.531250 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -337251.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -337294.281250 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -337294.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -337329.031250 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -337329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -337370.875000 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -337370.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -337409.781250 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -337409.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -337442.250000 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -337442.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -337479.500000 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -337479.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -337510.031250 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -337510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -337539.781250 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -337539.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -337570.937500 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -337570.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -337606.843750 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -337606.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -337634.187500 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -337634.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -337654.437500 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -337654.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -337683.875000 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -337683.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -337715.593750 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -337715.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -337746.062500 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -337746.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -337778.375000 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -337778.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -337824.843750 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -337824.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -337857.812500 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -337857.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -337891.062500 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -337891.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -337924.187500 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -337924.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -337951.468750 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -337951.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -337973.937500 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -337973.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -337994.312500 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -337994.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -338006.031250 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -338006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -338017.000000 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -338017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -338032.125000 Penalty: 2668.996582
	Iteration 32Q: 3 clusters Score -338032.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -338047.125000 Penalty: 2668.996582
	Iteration 33Q: 3 clusters Score -338047.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -338061.375000 Penalty: 2668.996582
	Iteration 34Q: 3 clusters Score -338061.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -338068.531250 Penalty: 2668.996582
	Iteration 35Q: 3 clusters Score -338068.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -338077.906250 Penalty: 2668.996582
	Iteration 36Q: 3 clusters Score -338077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -338086.718750 Penalty: 2668.996582
	Iteration 37Q: 3 clusters Score -338086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -338092.937500 Penalty: 2668.996582
	Iteration 38Q: 3 clusters Score -338092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -338099.500000 Penalty: 2668.996582
	Iteration 39Q: 3 clusters Score -338099.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -338104.312500 Penalty: 2668.996582
	Iteration 40F: 3 clusters Score -338104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -338106.156250 Penalty: 2668.996582
	Iteration 41Q: 3 clusters Score -338106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -338112.468750 Penalty: 2668.996582
	Iteration 42Q: 3 clusters Score -338112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -338113.687500 Penalty: 2668.996582
	Iteration 43Q: 3 clusters Score -338113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -338115.031250 Penalty: 2668.996582
	Iteration 44Q: 3 clusters Score -338115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -338117.437500 Penalty: 2668.996582
	Iteration 45Q: 3 clusters Score -338117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -338118.468750 Penalty: 2668.996582
	Iteration 46Q: 3 clusters Score -338118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -338118.468750 Penalty: 2668.996582
	Iteration 47F: 3 clusters Score -338118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -143067.390625 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -143067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -141239.125000 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -141239.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -141572.578125 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -141572.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -141660.953125 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -141661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -141711.921875 Penalty: 2386.192871
	Iteration 3Q: 3 clusters Score -141711.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141752.828125 Penalty: 2386.192871
	Iteration 4Q: 3 clusters Score -141752.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -141781.281250 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -141781.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -141802.859375 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -141802.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -141822.281250 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -141822.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -141837.828125 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -141837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -141854.703125 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -141854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -141868.015625 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -141868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -141882.453125 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -141882.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -141892.203125 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -141892.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -141900.000000 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -141900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141905.359375 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -141905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141913.953125 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -141914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -141919.437500 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -141919.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -141924.906250 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -141924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -141926.421875 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -141926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -141927.031250 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -141927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141927.703125 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -141927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -141929.500000 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -141929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -141931.265625 Penalty: 2386.192871
	Iteration 22Q: 3 clusters Score -141931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -141932.390625 Penalty: 2386.192871
	Iteration 23Q: 3 clusters Score -141932.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -141934.625000 Penalty: 2386.192871
	Iteration 24Q: 3 clusters Score -141934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -141935.906250 Penalty: 2386.192871
	Iteration 25Q: 3 clusters Score -141935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -141936.406250 Penalty: 2386.192871
	Iteration 26Q: 3 clusters Score -141936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -141937.171875 Penalty: 2386.192871
	Iteration 27Q: 3 clusters Score -141937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -141937.640625 Penalty: 2386.192871
	Iteration 28Q: 3 clusters Score -141937.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -141937.640625 Penalty: 2386.192871
	Iteration 29F: 3 clusters Score -141937.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -98914.898438 Penalty: 1137.109375
	Iteration 0F: 2 clusters Score -98914.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97407.500000 Penalty: 2274.218750
	Iteration 0F: 3 clusters Score -97407.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97639.195312 Penalty: 2274.218750
	Iteration 1F: 3 clusters Score -97639.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97701.960938 Penalty: 2274.218750
	Iteration 2F: 3 clusters Score -97701.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -97741.421875 Penalty: 2274.218750
	Iteration 3Q: 3 clusters Score -97741.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -97770.851562 Penalty: 2274.218750
	Iteration 4Q: 3 clusters Score -97770.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -97793.320312 Penalty: 2274.218750
	Iteration 5Q: 3 clusters Score -97793.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97817.140625 Penalty: 2274.218750
	Iteration 6Q: 3 clusters Score -97817.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97826.796875 Penalty: 2274.218750
	Iteration 7Q: 3 clusters Score -97826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -97833.703125 Penalty: 2274.218750
	Iteration 8Q: 3 clusters Score -97833.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -97842.460938 Penalty: 2274.218750
	Iteration 9Q: 3 clusters Score -97842.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97849.710938 Penalty: 2274.218750
	Iteration 10Q: 3 clusters Score -97849.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -97859.921875 Penalty: 2274.218750
	Iteration 11Q: 3 clusters Score -97859.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -97867.187500 Penalty: 2274.218750
	Iteration 12Q: 3 clusters Score -97867.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97871.976562 Penalty: 2274.218750
	Iteration 13Q: 3 clusters Score -97871.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97872.703125 Penalty: 2274.218750
	Iteration 14Q: 3 clusters Score -97872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97874.546875 Penalty: 2274.218750
	Iteration 15Q: 3 clusters Score -97874.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97874.812500 Penalty: 2274.218750
	Iteration 16Q: 3 clusters Score -97874.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97874.812500 Penalty: 2274.218750
	Iteration 17F: 3 clusters Score -97874.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -445035.375000 Penalty: 1376.255249
	Iteration 0F: 2 clusters Score -445035.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -441185.406250 Penalty: 2752.510498
	Iteration 0F: 3 clusters Score -441185.4 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -442292.687500 Penalty: 2752.510498
	Iteration 1F: 3 clusters Score -442292.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -442483.156250 Penalty: 2752.510498
	Iteration 2F: 3 clusters Score -442483.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -442601.250000 Penalty: 2752.510498
	Iteration 3F: 3 clusters Score -442601.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -442713.562500 Penalty: 2752.510498
	Iteration 4Q: 3 clusters Score -442713.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -442826.125000 Penalty: 2752.510498
	Iteration 5Q: 3 clusters Score -442826.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -442941.531250 Penalty: 2752.510498
	Iteration 6Q: 3 clusters Score -442941.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -443027.875000 Penalty: 2752.510498
	Iteration 7Q: 3 clusters Score -443027.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -443106.406250 Penalty: 2752.510498
	Iteration 8Q: 3 clusters Score -443106.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -443185.093750 Penalty: 2752.510498
	Iteration 9Q: 3 clusters Score -443185.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -443263.281250 Penalty: 2752.510498
	Iteration 10Q: 3 clusters Score -443263.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -443314.781250 Penalty: 2752.510498
	Iteration 11Q: 3 clusters Score -443314.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -443351.437500 Penalty: 2752.510498
	Iteration 12Q: 3 clusters Score -443351.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -443388.812500 Penalty: 2752.510498
	Iteration 13Q: 3 clusters Score -443388.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -443420.656250 Penalty: 2752.510498
	Iteration 14Q: 3 clusters Score -443420.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -443451.125000 Penalty: 2752.510498
	Iteration 15Q: 3 clusters Score -443451.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -443474.250000 Penalty: 2752.510498
	Iteration 16Q: 3 clusters Score -443474.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -443495.562500 Penalty: 2752.510498
	Iteration 17Q: 3 clusters Score -443495.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -443514.781250 Penalty: 2752.510498
	Iteration 18Q: 3 clusters Score -443514.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -443538.406250 Penalty: 2752.510498
	Iteration 19Q: 3 clusters Score -443538.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -443557.250000 Penalty: 2752.510498
	Iteration 20F: 3 clusters Score -443557.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -443579.875000 Penalty: 2752.510498
	Iteration 21Q: 3 clusters Score -443579.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -443602.781250 Penalty: 2752.510498
	Iteration 22Q: 3 clusters Score -443602.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -443626.250000 Penalty: 2752.510498
	Iteration 23Q: 3 clusters Score -443626.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -443645.906250 Penalty: 2752.510498
	Iteration 24Q: 3 clusters Score -443645.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -443660.656250 Penalty: 2752.510498
	Iteration 25Q: 3 clusters Score -443660.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -443670.750000 Penalty: 2752.510498
	Iteration 26Q: 3 clusters Score -443670.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -443680.156250 Penalty: 2752.510498
	Iteration 27Q: 3 clusters Score -443680.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -443692.375000 Penalty: 2752.510498
	Iteration 28Q: 3 clusters Score -443692.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -443704.906250 Penalty: 2752.510498
	Iteration 29Q: 3 clusters Score -443704.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -443716.562500 Penalty: 2752.510498
	Iteration 30Q: 3 clusters Score -443716.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -443728.937500 Penalty: 2752.510498
	Iteration 31Q: 3 clusters Score -443728.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -443746.062500 Penalty: 2752.510498
	Iteration 32Q: 3 clusters Score -443746.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -443762.562500 Penalty: 2752.510498
	Iteration 33Q: 3 clusters Score -443762.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -443772.812500 Penalty: 2752.510498
	Iteration 34Q: 3 clusters Score -443772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -443778.593750 Penalty: 2752.510498
	Iteration 35Q: 3 clusters Score -443778.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -443787.656250 Penalty: 2752.510498
	Iteration 36Q: 3 clusters Score -443787.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -443795.218750 Penalty: 2752.510498
	Iteration 37Q: 3 clusters Score -443795.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -443801.718750 Penalty: 2752.510498
	Iteration 38Q: 3 clusters Score -443801.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -443812.531250 Penalty: 2752.510498
	Iteration 39Q: 3 clusters Score -443812.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -443823.406250 Penalty: 2752.510498
	Iteration 40F: 3 clusters Score -443823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -443833.562500 Penalty: 2752.510498
	Iteration 41Q: 3 clusters Score -443833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -443840.125000 Penalty: 2752.510498
	Iteration 42Q: 3 clusters Score -443840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -443848.843750 Penalty: 2752.510498
	Iteration 43Q: 3 clusters Score -443848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -443855.718750 Penalty: 2752.510498
	Iteration 44Q: 3 clusters Score -443855.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -443864.843750 Penalty: 2752.510498
	Iteration 45Q: 3 clusters Score -443864.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -443877.531250 Penalty: 2752.510498
	Iteration 46Q: 3 clusters Score -443877.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -443894.562500 Penalty: 2752.510498
	Iteration 47Q: 3 clusters Score -443894.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -443913.468750 Penalty: 2752.510498
	Iteration 48Q: 3 clusters Score -443913.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -443931.812500 Penalty: 2752.510498
	Iteration 49Q: 3 clusters Score -443931.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -443944.531250 Penalty: 2752.510498
	Iteration 50Q: 3 clusters Score -443944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -443956.125000 Penalty: 2752.510498
	Iteration 51Q: 3 clusters Score -443956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -443965.937500 Penalty: 2752.510498
	Iteration 52Q: 3 clusters Score -443965.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -443970.312500 Penalty: 2752.510498
	Iteration 53Q: 3 clusters Score -443970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -443973.562500 Penalty: 2752.510498
	Iteration 54Q: 3 clusters Score -443973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -443976.093750 Penalty: 2752.510498
	Iteration 55Q: 3 clusters Score -443976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -443981.281250 Penalty: 2752.510498
	Iteration 56Q: 3 clusters Score -443981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -443986.531250 Penalty: 2752.510498
	Iteration 57Q: 3 clusters Score -443986.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -443989.843750 Penalty: 2752.510498
	Iteration 58Q: 3 clusters Score -443989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -443994.656250 Penalty: 2752.510498
	Iteration 59Q: 3 clusters Score -443994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -444000.312500 Penalty: 2752.510498
	Iteration 60F: 3 clusters Score -444000.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -444007.906250 Penalty: 2752.510498
	Iteration 61Q: 3 clusters Score -444007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -444017.125000 Penalty: 2752.510498
	Iteration 62Q: 3 clusters Score -444017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -444019.781250 Penalty: 2752.510498
	Iteration 63Q: 3 clusters Score -444019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -444019.593750 Penalty: 2752.510498
	Iteration 64Q: 3 clusters Score -444019.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -444019.593750 Penalty: 2752.510498
	Iteration 65F: 3 clusters Score -444019.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Entering Unmasked Estep 
Score: -1800646.750000 Penalty: 1600.338867
	Iteration 0F: 2 clusters Score -1800647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1787724.750000 Penalty: 3200.677734
	Iteration 0F: 3 clusters Score -1787725 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1792425.750000 Penalty: 3200.677734
	Iteration 1F: 3 clusters Score -1792426 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1792808.875000 Penalty: 3200.677734
	Iteration 2F: 3 clusters Score -1792809 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1793295.625000 Penalty: 3200.677734
	Iteration 3F: 3 clusters Score -1793296 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1793938.750000 Penalty: 3200.677734
	Iteration 4F: 3 clusters Score -1793939 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1794722.125000 Penalty: 3200.677734
	Iteration 5F: 3 clusters Score -1794722 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1795644.500000 Penalty: 3200.677734
	Iteration 6F: 3 clusters Score -1795644 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1796602.625000 Penalty: 3200.677734
	Iteration 7F: 3 clusters Score -1796603 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1797449.750000 Penalty: 3200.677734
	Iteration 8F: 3 clusters Score -1797450 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1798110.375000 Penalty: 3200.677734
	Iteration 9Q: 3 clusters Score -1798110 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1798532.000000 Penalty: 3200.677734
	Iteration 10Q: 3 clusters Score -1798532 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1798756.000000 Penalty: 3200.677734
	Iteration 11Q: 3 clusters Score -1798756 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1798886.125000 Penalty: 3200.677734
	Iteration 12Q: 3 clusters Score -1798886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1798970.250000 Penalty: 3200.677734
	Iteration 13Q: 3 clusters Score -1798970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1799025.875000 Penalty: 3200.677734
	Iteration 14Q: 3 clusters Score -1799026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1799070.750000 Penalty: 3200.677734
	Iteration 15Q: 3 clusters Score -1799071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1799108.625000 Penalty: 3200.677734
	Iteration 16Q: 3 clusters Score -1799109 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1799140.250000 Penalty: 3200.677734
	Iteration 17Q: 3 clusters Score -1799140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1799164.250000 Penalty: 3200.677734
	Iteration 18Q: 3 clusters Score -1799164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1799176.750000 Penalty: 3200.677734
	Iteration 19Q: 3 clusters Score -1799177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1799191.000000 Penalty: 3200.677734
	Iteration 20F: 3 clusters Score -1799191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1799201.875000 Penalty: 3200.677734
	Iteration 21Q: 3 clusters Score -1799202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1799220.375000 Penalty: 3200.677734
	Iteration 22Q: 3 clusters Score -1799220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1799231.000000 Penalty: 3200.677734
	Iteration 23Q: 3 clusters Score -1799231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1799236.750000 Penalty: 3200.677734
	Iteration 24Q: 3 clusters Score -1799237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1799244.750000 Penalty: 3200.677734
	Iteration 25Q: 3 clusters Score -1799245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1799259.500000 Penalty: 3200.677734
	Iteration 26Q: 3 clusters Score -1799260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1799270.250000 Penalty: 3200.677734
	Iteration 27Q: 3 clusters Score -1799270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1799277.750000 Penalty: 3200.677734
	Iteration 28Q: 3 clusters Score -1799278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1799286.750000 Penalty: 3200.677734
	Iteration 29Q: 3 clusters Score -1799287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1799290.250000 Penalty: 3200.677734
	Iteration 30Q: 3 clusters Score -1799290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1799291.375000 Penalty: 3200.677734
	Iteration 31Q: 3 clusters Score -1799291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1799298.250000 Penalty: 3200.677734
	Iteration 32Q: 3 clusters Score -1799298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1799304.375000 Penalty: 3200.677734
	Iteration 33Q: 3 clusters Score -1799304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1799307.625000 Penalty: 3200.677734
	Iteration 34Q: 3 clusters Score -1799308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1799311.500000 Penalty: 3200.677734
	Iteration 35Q: 3 clusters Score -1799312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1799313.625000 Penalty: 3200.677734
	Iteration 36Q: 3 clusters Score -1799314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1799315.375000 Penalty: 3200.677734
	Iteration 37Q: 3 clusters Score -1799315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1799315.250000 Penalty: 3200.677734
	Iteration 38Q: 3 clusters Score -1799315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1799315.750000 Penalty: 3200.677734
	Iteration 39Q: 3 clusters Score -1799316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1799317.375000 Penalty: 3200.677734
	Iteration 40F: 3 clusters Score -1799317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1799319.375000 Penalty: 3200.677734
	Iteration 41Q: 3 clusters Score -1799319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1799320.500000 Penalty: 3200.677734
	Iteration 42Q: 3 clusters Score -1799320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1799323.125000 Penalty: 3200.677734
	Iteration 43Q: 3 clusters Score -1799323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1799321.625000 Penalty: 3200.677734
	Iteration 44Q: 3 clusters Score -1799322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1799324.875000 Penalty: 3200.677734
	Iteration 45Q: 3 clusters Score -1799325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1799325.125000 Penalty: 3200.677734
	Iteration 46Q: 3 clusters Score -1799325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1799324.875000 Penalty: 3200.677734
	Iteration 47Q: 3 clusters Score -1799325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1799324.750000 Penalty: 3200.677734
	Iteration 48Q: 3 clusters Score -1799325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1799325.125000 Penalty: 3200.677734
	Iteration 49Q: 3 clusters Score -1799325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1799326.250000 Penalty: 3200.677734
	Iteration 50Q: 3 clusters Score -1799326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1799328.000000 Penalty: 3200.677734
	Iteration 51Q: 3 clusters Score -1799328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1799328.125000 Penalty: 3200.677734
	Iteration 52Q: 3 clusters Score -1799328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1799329.125000 Penalty: 3200.677734
	Iteration 53Q: 3 clusters Score -1799329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1799328.875000 Penalty: 3200.677734
	Iteration 54Q: 3 clusters Score -1799329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1799328.375000 Penalty: 3200.677734
	Iteration 55Q: 3 clusters Score -1799328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1799330.375000 Penalty: 3200.677734
	Iteration 56Q: 3 clusters Score -1799330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1799334.000000 Penalty: 3200.677734
	Iteration 57Q: 3 clusters Score -1799334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1799337.750000 Penalty: 3200.677734
	Iteration 58Q: 3 clusters Score -1799338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1799336.500000 Penalty: 3200.677734
	Iteration 59Q: 3 clusters Score -1799336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1799336.625000 Penalty: 3200.677734
	Iteration 60F: 3 clusters Score -1799337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1799338.500000 Penalty: 3200.677734
	Iteration 61Q: 3 clusters Score -1799338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1799340.375000 Penalty: 3200.677734
	Iteration 62Q: 3 clusters Score -1799340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1799342.125000 Penalty: 3200.677734
	Iteration 63Q: 3 clusters Score -1799342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1799343.625000 Penalty: 3200.677734
	Iteration 64Q: 3 clusters Score -1799344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1799344.125000 Penalty: 3200.677734
	Iteration 65Q: 3 clusters Score -1799344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1799346.750000 Penalty: 3200.677734
	Iteration 66Q: 3 clusters Score -1799347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1799346.000000 Penalty: 3200.677734
	Iteration 67Q: 3 clusters Score -1799346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -1799344.250000 Penalty: 3200.677734
	Iteration 68Q: 3 clusters Score -1799344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1799344.250000 Penalty: 3200.677734
	Iteration 69Q: 3 clusters Score -1799344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1799344.250000 Penalty: 3200.677734
	Iteration 70F: 3 clusters Score -1799344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Entering Unmasked Estep 
Score: -779476.500000 Penalty: 1467.921753
	Iteration 0F: 2 clusters Score -779476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -773319.750000 Penalty: 2935.843506
	Iteration 0F: 3 clusters Score -773319.8 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -775238.125000 Penalty: 2935.843506
	Iteration 1F: 3 clusters Score -775238.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -775547.250000 Penalty: 2935.843506
	Iteration 2F: 3 clusters Score -775547.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -775816.875000 Penalty: 2935.843506
	Iteration 3F: 3 clusters Score -775816.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -776084.687500 Penalty: 2935.843506
	Iteration 4F: 3 clusters Score -776084.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -776383.312500 Penalty: 2935.843506
	Iteration 5F: 3 clusters Score -776383.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -776676.875000 Penalty: 2935.843506
	Iteration 6F: 3 clusters Score -776676.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -776973.062500 Penalty: 2935.843506
	Iteration 7Q: 3 clusters Score -776973.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -777264.125000 Penalty: 2935.843506
	Iteration 8Q: 3 clusters Score -777264.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -777503.812500 Penalty: 2935.843506
	Iteration 9Q: 3 clusters Score -777503.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -777713.937500 Penalty: 2935.843506
	Iteration 10Q: 3 clusters Score -777713.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -777866.812500 Penalty: 2935.843506
	Iteration 11Q: 3 clusters Score -777866.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -777974.062500 Penalty: 2935.843506
	Iteration 12Q: 3 clusters Score -777974.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -778093.250000 Penalty: 2935.843506
	Iteration 13Q: 3 clusters Score -778093.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -778248.250000 Penalty: 2935.843506
	Iteration 14Q: 3 clusters Score -778248.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -778364.875000 Penalty: 2935.843506
	Iteration 15Q: 3 clusters Score -778364.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -778433.937500 Penalty: 2935.843506
	Iteration 16Q: 3 clusters Score -778433.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -778460.250000 Penalty: 2935.843506
	Iteration 17Q: 3 clusters Score -778460.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -778487.062500 Penalty: 2935.843506
	Iteration 18Q: 3 clusters Score -778487.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -778502.250000 Penalty: 2935.843506
	Iteration 19Q: 3 clusters Score -778502.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -778514.500000 Penalty: 2935.843506
	Iteration 20F: 3 clusters Score -778514.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -778520.312500 Penalty: 2935.843506
	Iteration 21Q: 3 clusters Score -778520.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -778528.375000 Penalty: 2935.843506
	Iteration 22Q: 3 clusters Score -778528.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -778534.062500 Penalty: 2935.843506
	Iteration 23Q: 3 clusters Score -778534.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -778536.812500 Penalty: 2935.843506
	Iteration 24Q: 3 clusters Score -778536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -778537.375000 Penalty: 2935.843506
	Iteration 25Q: 3 clusters Score -778537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -778537.562500 Penalty: 2935.843506
	Iteration 26Q: 3 clusters Score -778537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -778537.562500 Penalty: 2935.843506
	Iteration 27F: 3 clusters Score -778537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (31148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Entering Unmasked Estep 
Score: -3059660.250000 Penalty: 1681.307129
	Iteration 0F: 2 clusters Score -3059660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3039864.250000 Penalty: 3362.614258
	Iteration 0F: 3 clusters Score -3039864 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3047721.250000 Penalty: 3362.614258
	Iteration 1F: 3 clusters Score -3047721 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3048034.750000 Penalty: 3362.614258
	Iteration 2Q: 3 clusters Score -3048035 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3048370.250000 Penalty: 3362.614258
	Iteration 3Q: 3 clusters Score -3048370 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3048751.500000 Penalty: 3362.614258
	Iteration 4Q: 3 clusters Score -3048752 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3049261.250000 Penalty: 3362.614258
	Iteration 5Q: 3 clusters Score -3049261 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3049930.250000 Penalty: 3362.614258
	Iteration 6Q: 3 clusters Score -3049930 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3050901.250000 Penalty: 3362.614258
	Iteration 7F: 3 clusters Score -3050901 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3052139.000000 Penalty: 3362.614258
	Iteration 8F: 3 clusters Score -3052139 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3053462.500000 Penalty: 3362.614258
	Iteration 9F: 3 clusters Score -3053462 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3054519.750000 Penalty: 3362.614258
	Iteration 10F: 3 clusters Score -3054520 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3055122.000000 Penalty: 3362.614258
	Iteration 11Q: 3 clusters Score -3055122 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3055466.000000 Penalty: 3362.614258
	Iteration 12Q: 3 clusters Score -3055466 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3055769.250000 Penalty: 3362.614258
	Iteration 13Q: 3 clusters Score -3055769 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3055994.250000 Penalty: 3362.614258
	Iteration 14Q: 3 clusters Score -3055994 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3056160.000000 Penalty: 3362.614258
	Iteration 15Q: 3 clusters Score -3056160 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3056327.250000 Penalty: 3362.614258
	Iteration 16Q: 3 clusters Score -3056327 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3056506.000000 Penalty: 3362.614258
	Iteration 17Q: 3 clusters Score -3056506 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3056678.000000 Penalty: 3362.614258
	Iteration 18Q: 3 clusters Score -3056678 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3056823.000000 Penalty: 3362.614258
	Iteration 19Q: 3 clusters Score -3056823 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3056980.000000 Penalty: 3362.614258
	Iteration 20F: 3 clusters Score -3056980 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3057138.000000 Penalty: 3362.614258
	Iteration 21Q: 3 clusters Score -3057138 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3057313.250000 Penalty: 3362.614258
	Iteration 22Q: 3 clusters Score -3057313 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3057433.500000 Penalty: 3362.614258
	Iteration 23Q: 3 clusters Score -3057434 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3057524.750000 Penalty: 3362.614258
	Iteration 24Q: 3 clusters Score -3057525 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3057603.250000 Penalty: 3362.614258
	Iteration 25Q: 3 clusters Score -3057603 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3057665.250000 Penalty: 3362.614258
	Iteration 26Q: 3 clusters Score -3057665 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3057712.000000 Penalty: 3362.614258
	Iteration 27Q: 3 clusters Score -3057712 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3057736.000000 Penalty: 3362.614258
	Iteration 28Q: 3 clusters Score -3057736 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3057759.250000 Penalty: 3362.614258
	Iteration 29Q: 3 clusters Score -3057759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3057775.000000 Penalty: 3362.614258
	Iteration 30Q: 3 clusters Score -3057775 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3057781.000000 Penalty: 3362.614258
	Iteration 31Q: 3 clusters Score -3057781 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3057799.750000 Penalty: 3362.614258
	Iteration 32Q: 3 clusters Score -3057800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3057806.250000 Penalty: 3362.614258
	Iteration 33Q: 3 clusters Score -3057806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3057801.000000 Penalty: 3362.614258
	Iteration 34Q: 3 clusters Score -3057801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3057805.000000 Penalty: 3362.614258
	Iteration 35Q: 3 clusters Score -3057805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3057801.750000 Penalty: 3362.614258
	Iteration 36Q: 3 clusters Score -3057802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3057799.750000 Penalty: 3362.614258
	Iteration 37Q: 3 clusters Score -3057800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3057796.250000 Penalty: 3362.614258
	Iteration 38Q: 3 clusters Score -3057796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3057776.500000 Penalty: 3362.614258
	Iteration 39Q: 3 clusters Score -3057776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3057776.000000 Penalty: 3362.614258
	Iteration 40F: 3 clusters Score -3057776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3057786.750000 Penalty: 3362.614258
	Iteration 41Q: 3 clusters Score -3057787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3057787.500000 Penalty: 3362.614258
	Iteration 42Q: 3 clusters Score -3057788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3057786.750000 Penalty: 3362.614258
	Iteration 43Q: 3 clusters Score -3057787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3057793.500000 Penalty: 3362.614258
	Iteration 44Q: 3 clusters Score -3057794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3057791.500000 Penalty: 3362.614258
	Iteration 45Q: 3 clusters Score -3057792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3057788.250000 Penalty: 3362.614258
	Iteration 46Q: 3 clusters Score -3057788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3057780.750000 Penalty: 3362.614258
	Iteration 47Q: 3 clusters Score -3057781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3057789.750000 Penalty: 3362.614258
	Iteration 48Q: 3 clusters Score -3057790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3057797.750000 Penalty: 3362.614258
	Iteration 49Q: 3 clusters Score -3057798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3057801.250000 Penalty: 3362.614258
	Iteration 50Q: 3 clusters Score -3057801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3057789.000000 Penalty: 3362.614258
	Iteration 51Q: 3 clusters Score -3057789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3057781.750000 Penalty: 3362.614258
	Iteration 52Q: 3 clusters Score -3057782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3057777.750000 Penalty: 3362.614258
	Iteration 53Q: 3 clusters Score -3057778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3057775.250000 Penalty: 3362.614258
	Iteration 54Q: 3 clusters Score -3057775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3057773.750000 Penalty: 3362.614258
	Iteration 55Q: 3 clusters Score -3057774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3057771.000000 Penalty: 3362.614258
	Iteration 56Q: 3 clusters Score -3057771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3057756.000000 Penalty: 3362.614258
	Iteration 57Q: 3 clusters Score -3057756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3057758.500000 Penalty: 3362.614258
	Iteration 58Q: 3 clusters Score -3057758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3057764.000000 Penalty: 3362.614258
	Iteration 59Q: 3 clusters Score -3057764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3057766.250000 Penalty: 3362.614258
	Iteration 60F: 3 clusters Score -3057766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3057767.250000 Penalty: 3362.614258
	Iteration 61Q: 3 clusters Score -3057767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3057756.250000 Penalty: 3362.614258
	Iteration 62Q: 3 clusters Score -3057756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3057761.000000 Penalty: 3362.614258
	Iteration 63Q: 3 clusters Score -3057761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3057765.750000 Penalty: 3362.614258
	Iteration 64Q: 3 clusters Score -3057766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3057766.750000 Penalty: 3362.614258
	Iteration 65Q: 3 clusters Score -3057767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3057766.500000 Penalty: 3362.614258
	Iteration 66Q: 3 clusters Score -3057766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3057760.750000 Penalty: 3362.614258
	Iteration 67Q: 3 clusters Score -3057761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3057764.500000 Penalty: 3362.614258
	Iteration 68Q: 3 clusters Score -3057764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3057764.750000 Penalty: 3362.614258
	Iteration 69Q: 3 clusters Score -3057765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3057770.000000 Penalty: 3362.614258
	Iteration 70Q: 3 clusters Score -3057770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3057777.500000 Penalty: 3362.614258
	Iteration 71Q: 3 clusters Score -3057778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3057778.000000 Penalty: 3362.614258
	Iteration 72Q: 3 clusters Score -3057778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3057780.750000 Penalty: 3362.614258
	Iteration 73Q: 3 clusters Score -3057781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3057782.250000 Penalty: 3362.614258
	Iteration 74Q: 3 clusters Score -3057782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3057777.750000 Penalty: 3362.614258
	Iteration 75Q: 3 clusters Score -3057778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3057775.750000 Penalty: 3362.614258
	Iteration 76Q: 3 clusters Score -3057776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3057780.500000 Penalty: 3362.614258
	Iteration 77Q: 3 clusters Score -3057780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3057783.000000 Penalty: 3362.614258
	Iteration 78Q: 3 clusters Score -3057783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3057780.250000 Penalty: 3362.614258
	Iteration 79Q: 3 clusters Score -3057780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3057773.500000 Penalty: 3362.614258
	Iteration 80F: 3 clusters Score -3057774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3057775.000000 Penalty: 3362.614258
	Iteration 81Q: 3 clusters Score -3057775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3057769.000000 Penalty: 3362.614258
	Iteration 82Q: 3 clusters Score -3057769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3057779.000000 Penalty: 3362.614258
	Iteration 83Q: 3 clusters Score -3057779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3057772.500000 Penalty: 3362.614258
	Iteration 84Q: 3 clusters Score -3057772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3057773.500000 Penalty: 3362.614258
	Iteration 85Q: 3 clusters Score -3057774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3057773.000000 Penalty: 3362.614258
	Iteration 86Q: 3 clusters Score -3057773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3057769.750000 Penalty: 3362.614258
	Iteration 87Q: 3 clusters Score -3057770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3057768.250000 Penalty: 3362.614258
	Iteration 88Q: 3 clusters Score -3057768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3057768.250000 Penalty: 3362.614258
	Iteration 89F: 3 clusters Score -3057768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (24097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Entering Unmasked Estep 
Score: -2248463.250000 Penalty: 1639.599487
	Iteration 0F: 2 clusters Score -2248463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2232070.500000 Penalty: 3279.198975
	Iteration 0F: 3 clusters Score -2232070 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2238443.500000 Penalty: 3279.198975
	Iteration 1F: 3 clusters Score -2238444 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2238991.750000 Penalty: 3279.198975
	Iteration 2F: 3 clusters Score -2238992 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2239616.750000 Penalty: 3279.198975
	Iteration 3F: 3 clusters Score -2239617 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2240513.750000 Penalty: 3279.198975
	Iteration 4F: 3 clusters Score -2240514 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2241748.000000 Penalty: 3279.198975
	Iteration 5F: 3 clusters Score -2241748 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2243182.250000 Penalty: 3279.198975
	Iteration 6F: 3 clusters Score -2243182 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2244497.750000 Penalty: 3279.198975
	Iteration 7F: 3 clusters Score -2244498 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2245497.000000 Penalty: 3279.198975
	Iteration 8Q: 3 clusters Score -2245497 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2246177.500000 Penalty: 3279.198975
	Iteration 9Q: 3 clusters Score -2246178 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2246550.750000 Penalty: 3279.198975
	Iteration 10Q: 3 clusters Score -2246551 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2246758.500000 Penalty: 3279.198975
	Iteration 11Q: 3 clusters Score -2246758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2246853.000000 Penalty: 3279.198975
	Iteration 12Q: 3 clusters Score -2246853 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2246919.000000 Penalty: 3279.198975
	Iteration 13Q: 3 clusters Score -2246919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2246953.250000 Penalty: 3279.198975
	Iteration 14Q: 3 clusters Score -2246953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2246972.500000 Penalty: 3279.198975
	Iteration 15Q: 3 clusters Score -2246972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2246979.000000 Penalty: 3279.198975
	Iteration 16Q: 3 clusters Score -2246979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2246988.500000 Penalty: 3279.198975
	Iteration 17Q: 3 clusters Score -2246988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2246998.000000 Penalty: 3279.198975
	Iteration 18Q: 3 clusters Score -2246998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2246999.000000 Penalty: 3279.198975
	Iteration 19Q: 3 clusters Score -2246999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2246999.000000 Penalty: 3279.198975
	Iteration 20F: 3 clusters Score -2246999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2247000.000000 Penalty: 3279.198975
	Iteration 21Q: 3 clusters Score -2247000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2247000.750000 Penalty: 3279.198975
	Iteration 22Q: 3 clusters Score -2247001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2247003.750000 Penalty: 3279.198975
	Iteration 23Q: 3 clusters Score -2247004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2247003.750000 Penalty: 3279.198975
	Iteration 24F: 3 clusters Score -2247004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -69723.789062 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -69723.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68421.257812 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -68421.26 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68616.414062 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -68616.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68675.015625 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -68675.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68704.546875 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -68704.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68718.031250 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -68718.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68722.390625 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -68722.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68727.625000 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -68727.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68732.062500 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -68732.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68734.390625 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -68734.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68735.031250 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -68735.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68735.570312 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -68735.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68735.570312 Penalty: 2165.518066
	Iteration 11F: 3 clusters Score -68735.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -57697.855469 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -57697.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56521.746094 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -56521.75 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56733.546875 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -56733.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -56825.656250 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -56825.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56895.277344 Penalty: 2097.939697
	Iteration 3Q: 3 clusters Score -56895.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -56985.871094 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -56985.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57031.261719 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -57031.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57054.507812 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -57054.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -57075.296875 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -57075.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -57097.214844 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -57097.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57108.226562 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -57108.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -57115.550781 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -57115.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57122.421875 Penalty: 2097.939697
	Iteration 11Q: 3 clusters Score -57122.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57131.660156 Penalty: 2097.939697
	Iteration 12Q: 3 clusters Score -57131.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -57140.539062 Penalty: 2097.939697
	Iteration 13Q: 3 clusters Score -57140.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -57145.230469 Penalty: 2097.939697
	Iteration 14Q: 3 clusters Score -57145.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -57147.625000 Penalty: 2097.939697
	Iteration 15Q: 3 clusters Score -57147.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -57147.625000 Penalty: 2097.939697
	Iteration 16F: 3 clusters Score -57147.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 37670 members 
Mstep: Class 4 contains 40727 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37853 members 
Mstep: Class 11 contains 17746 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 20417 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13107 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40703 members 
Mstep: Class 21 contains 30019 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 20571 members 
Mstep: Class 30 contains 25539 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3636 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 4766 members 
Mstep: Class 41 contains 18925 members 
Mstep: Class 42 contains 8378 members 
Mstep: Class 43 contains 31148 members 
Mstep: Class 44 contains 24097 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779944.000000 Penalty: 100859.070312
Iteration 199Q: 48 clusters Score -4.977994e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 37679 members 
Mstep: Class 4 contains 40614 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37896 members 
Mstep: Class 11 contains 17744 members 
Mstep: Class 12 contains 8196 members 
Mstep: Class 13 contains 20420 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13111 members 
Mstep: Class 16 contains 9757 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 40742 members 
Mstep: Class 21 contains 29594 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5681 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5585 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 20561 members 
Mstep: Class 30 contains 25482 members 
Mstep: Class 31 contains 4499 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2453 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3641 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 4775 members 
Mstep: Class 41 contains 18913 members 
Mstep: Class 42 contains 8359 members 
Mstep: Class 43 contains 31619 members 
Mstep: Class 44 contains 24168 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780772.000000 Penalty: 100859.070312
Iteration 200F: 48 clusters Score -4.978077e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 37674 members 
Mstep: Class 4 contains 40648 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 44926 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37825 members 
Mstep: Class 11 contains 17734 members 
Mstep: Class 12 contains 8206 members 
Mstep: Class 13 contains 20387 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13105 members 
Mstep: Class 16 contains 9738 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 40762 members 
Mstep: Class 21 contains 29084 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5680 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 5583 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4898 members 
Mstep: Class 29 contains 20557 members 
Mstep: Class 30 contains 25328 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3647 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1096 members 
Mstep: Class 40 contains 4742 members 
Mstep: Class 41 contains 18874 members 
Mstep: Class 42 contains 8333 members 
Mstep: Class 43 contains 32230 members 
Mstep: Class 44 contains 24168 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781140.000000 Penalty: 100859.070312
Iteration 201Q: 48 clusters Score -4.978114e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 37678 members 
Mstep: Class 4 contains 40693 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 44871 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37780 members 
Mstep: Class 11 contains 17729 members 
Mstep: Class 12 contains 8219 members 
Mstep: Class 13 contains 20339 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13110 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 40769 members 
Mstep: Class 21 contains 28534 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5678 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 5579 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4887 members 
Mstep: Class 29 contains 20542 members 
Mstep: Class 30 contains 25211 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2454 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3653 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 4723 members 
Mstep: Class 41 contains 18859 members 
Mstep: Class 42 contains 8313 members 
Mstep: Class 43 contains 32842 members 
Mstep: Class 44 contains 24165 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 2927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781096.000000 Penalty: 100859.070312
Iteration 202Q: 48 clusters Score -4.97811e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 37674 members 
Mstep: Class 4 contains 40715 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 44850 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37743 members 
Mstep: Class 11 contains 17717 members 
Mstep: Class 12 contains 8230 members 
Mstep: Class 13 contains 20305 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13118 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 40772 members 
Mstep: Class 21 contains 27943 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 5577 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4874 members 
Mstep: Class 29 contains 20540 members 
Mstep: Class 30 contains 25126 members 
Mstep: Class 31 contains 4528 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2453 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3661 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 4704 members 
Mstep: Class 41 contains 18837 members 
Mstep: Class 42 contains 8289 members 
Mstep: Class 43 contains 33479 members 
Mstep: Class 44 contains 24153 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780988.000000 Penalty: 100859.070312
Iteration 203Q: 48 clusters Score -4.978099e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 37676 members 
Mstep: Class 4 contains 40723 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 44826 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37724 members 
Mstep: Class 11 contains 17709 members 
Mstep: Class 12 contains 8239 members 
Mstep: Class 13 contains 20267 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13125 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 40782 members 
Mstep: Class 21 contains 27410 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 5576 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4868 members 
Mstep: Class 29 contains 20541 members 
Mstep: Class 30 contains 25035 members 
Mstep: Class 31 contains 4532 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 4686 members 
Mstep: Class 41 contains 18824 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 34064 members 
Mstep: Class 44 contains 24136 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781064.000000 Penalty: 100859.070312
Iteration 204Q: 48 clusters Score -4.978106e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 37682 members 
Mstep: Class 4 contains 40738 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37712 members 
Mstep: Class 11 contains 17708 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 20233 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13131 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 4438 members 
Mstep: Class 20 contains 40781 members 
Mstep: Class 21 contains 26872 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 5573 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4854 members 
Mstep: Class 29 contains 20533 members 
Mstep: Class 30 contains 24944 members 
Mstep: Class 31 contains 4543 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2450 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3675 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 4675 members 
Mstep: Class 41 contains 18795 members 
Mstep: Class 42 contains 8252 members 
Mstep: Class 43 contains 34689 members 
Mstep: Class 44 contains 24120 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782452.000000 Penalty: 100859.070312
Iteration 205Q: 48 clusters Score -4.978245e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 37604 members 
Mstep: Class 4 contains 40734 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 44798 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37703 members 
Mstep: Class 11 contains 17701 members 
Mstep: Class 12 contains 8255 members 
Mstep: Class 13 contains 20191 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13134 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 4438 members 
Mstep: Class 20 contains 40793 members 
Mstep: Class 21 contains 26015 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 5571 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 20523 members 
Mstep: Class 30 contains 24795 members 
Mstep: Class 31 contains 4555 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2448 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3679 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 4666 members 
Mstep: Class 41 contains 18759 members 
Mstep: Class 42 contains 8232 members 
Mstep: Class 43 contains 35758 members 
Mstep: Class 44 contains 24113 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784000.000000 Penalty: 100859.070312
Iteration 206Q: 48 clusters Score -4.9784e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 37451 members 
Mstep: Class 4 contains 40730 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44800 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37680 members 
Mstep: Class 11 contains 17698 members 
Mstep: Class 12 contains 8262 members 
Mstep: Class 13 contains 20157 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13137 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 4438 members 
Mstep: Class 20 contains 40810 members 
Mstep: Class 21 contains 24541 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5656 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4821 members 
Mstep: Class 29 contains 20508 members 
Mstep: Class 30 contains 24551 members 
Mstep: Class 31 contains 4565 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2445 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3689 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4653 members 
Mstep: Class 41 contains 18729 members 
Mstep: Class 42 contains 8214 members 
Mstep: Class 43 contains 37617 members 
Mstep: Class 44 contains 24083 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785820.000000 Penalty: 100859.070312
Iteration 207Q: 48 clusters Score -4.978582e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 37288 members 
Mstep: Class 4 contains 40712 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17696 members 
Mstep: Class 12 contains 8272 members 
Mstep: Class 13 contains 20130 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 9688 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 4438 members 
Mstep: Class 20 contains 40817 members 
Mstep: Class 21 contains 21912 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 5568 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 20500 members 
Mstep: Class 30 contains 24261 members 
Mstep: Class 31 contains 4566 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3695 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4643 members 
Mstep: Class 41 contains 18695 members 
Mstep: Class 42 contains 8199 members 
Mstep: Class 43 contains 40696 members 
Mstep: Class 44 contains 24062 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784324.000000 Penalty: 100859.070312
Iteration 208Q: 48 clusters Score -4.978432e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 37464 members 
Mstep: Class 4 contains 40703 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44898 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37619 members 
Mstep: Class 11 contains 17695 members 
Mstep: Class 12 contains 8273 members 
Mstep: Class 13 contains 20097 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13146 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 20 contains 40830 members 
Mstep: Class 21 contains 18191 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 5567 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 20498 members 
Mstep: Class 30 contains 24226 members 
Mstep: Class 31 contains 4580 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3698 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4627 members 
Mstep: Class 41 contains 18739 members 
Mstep: Class 42 contains 8185 members 
Mstep: Class 43 contains 44182 members 
Mstep: Class 44 contains 24040 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778944.000000 Penalty: 100859.070312
Iteration 209Q: 48 clusters Score -4.977894e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 37926 members 
Mstep: Class 4 contains 40699 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 44997 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37612 members 
Mstep: Class 11 contains 17695 members 
Mstep: Class 12 contains 8279 members 
Mstep: Class 13 contains 20080 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13160 members 
Mstep: Class 16 contains 9606 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 4440 members 
Mstep: Class 20 contains 40828 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4789 members 
Mstep: Class 29 contains 20495 members 
Mstep: Class 30 contains 24472 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3700 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4617 members 
Mstep: Class 41 contains 19011 members 
Mstep: Class 42 contains 8174 members 
Mstep: Class 43 contains 45981 members 
Mstep: Class 44 contains 24000 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775844.000000 Penalty: 100859.070312
Iteration 210Q: 48 clusters Score -4.977584e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 38521 members 
Mstep: Class 4 contains 40703 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37606 members 
Mstep: Class 11 contains 17686 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 20067 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13168 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 20 contains 40832 members 
Mstep: Class 21 contains 14010 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 5560 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4785 members 
Mstep: Class 29 contains 20491 members 
Mstep: Class 30 contains 24832 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4609 members 
Mstep: Class 41 contains 19300 members 
Mstep: Class 42 contains 8167 members 
Mstep: Class 43 contains 45973 members 
Mstep: Class 44 contains 23977 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775332.000000 Penalty: 100859.070312
Iteration 211Q: 48 clusters Score -4.977533e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 38950 members 
Mstep: Class 4 contains 40689 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45071 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37614 members 
Mstep: Class 11 contains 17676 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 20048 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13177 members 
Mstep: Class 16 contains 9534 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 40824 members 
Mstep: Class 21 contains 13434 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5627 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 20493 members 
Mstep: Class 30 contains 25159 members 
Mstep: Class 31 contains 4614 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3706 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4594 members 
Mstep: Class 41 contains 19528 members 
Mstep: Class 42 contains 8152 members 
Mstep: Class 43 contains 45550 members 
Mstep: Class 44 contains 23948 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775548.000000 Penalty: 100859.070312
Iteration 212Q: 48 clusters Score -4.977555e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 40694 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 45026 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37611 members 
Mstep: Class 11 contains 17666 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 20033 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 9517 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 40814 members 
Mstep: Class 21 contains 13177 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5622 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 20492 members 
Mstep: Class 30 contains 25441 members 
Mstep: Class 31 contains 4628 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3711 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4583 members 
Mstep: Class 41 contains 19713 members 
Mstep: Class 42 contains 8137 members 
Mstep: Class 43 contains 45164 members 
Mstep: Class 44 contains 23925 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775956.000000 Penalty: 100859.070312
Iteration 213Q: 48 clusters Score -4.977596e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 39228 members 
Mstep: Class 4 contains 40703 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 44985 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37609 members 
Mstep: Class 11 contains 17657 members 
Mstep: Class 12 contains 8293 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13189 members 
Mstep: Class 16 contains 9499 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 40802 members 
Mstep: Class 21 contains 13085 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 5563 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 20495 members 
Mstep: Class 30 contains 25662 members 
Mstep: Class 31 contains 4638 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3716 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4575 members 
Mstep: Class 41 contains 19866 members 
Mstep: Class 42 contains 8124 members 
Mstep: Class 43 contains 44838 members 
Mstep: Class 44 contains 23901 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776192.000000 Penalty: 100859.070312
Iteration 214Q: 48 clusters Score -4.977619e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 39256 members 
Mstep: Class 4 contains 40703 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 44929 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37610 members 
Mstep: Class 11 contains 17650 members 
Mstep: Class 12 contains 8293 members 
Mstep: Class 13 contains 20004 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13194 members 
Mstep: Class 16 contains 9489 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 40792 members 
Mstep: Class 21 contains 13075 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 20505 members 
Mstep: Class 30 contains 25863 members 
Mstep: Class 31 contains 4643 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4567 members 
Mstep: Class 41 contains 19983 members 
Mstep: Class 42 contains 8113 members 
Mstep: Class 43 contains 44534 members 
Mstep: Class 44 contains 23891 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776220.000000 Penalty: 100859.070312
Iteration 215Q: 48 clusters Score -4.977622e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 39242 members 
Mstep: Class 4 contains 40690 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44889 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37609 members 
Mstep: Class 11 contains 17645 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 19989 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13199 members 
Mstep: Class 16 contains 9489 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 40790 members 
Mstep: Class 21 contains 13151 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 20513 members 
Mstep: Class 30 contains 26008 members 
Mstep: Class 31 contains 4646 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3728 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 4563 members 
Mstep: Class 41 contains 20095 members 
Mstep: Class 42 contains 8102 members 
Mstep: Class 43 contains 44234 members 
Mstep: Class 44 contains 23891 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776552.000000 Penalty: 100859.070312
Iteration 216Q: 48 clusters Score -4.977655e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 40696 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44873 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37601 members 
Mstep: Class 11 contains 17638 members 
Mstep: Class 12 contains 8295 members 
Mstep: Class 13 contains 19978 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13204 members 
Mstep: Class 16 contains 9498 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 40797 members 
Mstep: Class 21 contains 13323 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 20512 members 
Mstep: Class 30 contains 26118 members 
Mstep: Class 31 contains 4646 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3729 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4560 members 
Mstep: Class 41 contains 20188 members 
Mstep: Class 42 contains 8095 members 
Mstep: Class 43 contains 43934 members 
Mstep: Class 44 contains 23889 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776752.000000 Penalty: 100859.070312
Iteration 217Q: 48 clusters Score -4.977675e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 39111 members 
Mstep: Class 4 contains 40700 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44872 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37596 members 
Mstep: Class 11 contains 17639 members 
Mstep: Class 12 contains 8298 members 
Mstep: Class 13 contains 19969 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13207 members 
Mstep: Class 16 contains 9501 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 40805 members 
Mstep: Class 21 contains 13565 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 20512 members 
Mstep: Class 30 contains 26186 members 
Mstep: Class 31 contains 4648 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3732 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 4556 members 
Mstep: Class 41 contains 20259 members 
Mstep: Class 42 contains 8089 members 
Mstep: Class 43 contains 43601 members 
Mstep: Class 44 contains 23877 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776972.000000 Penalty: 100859.070312
Iteration 218Q: 48 clusters Score -4.977697e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 39059 members 
Mstep: Class 4 contains 40705 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44854 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37592 members 
Mstep: Class 11 contains 17645 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 19956 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 9501 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 40810 members 
Mstep: Class 21 contains 13842 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 20512 members 
Mstep: Class 30 contains 26253 members 
Mstep: Class 31 contains 4658 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3733 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4555 members 
Mstep: Class 41 contains 20331 members 
Mstep: Class 42 contains 8079 members 
Mstep: Class 43 contains 43252 members 
Mstep: Class 44 contains 23870 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777320.000000 Penalty: 100859.070312
Iteration 219Q: 48 clusters Score -4.977732e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 39028 members 
Mstep: Class 4 contains 40705 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44855 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37589 members 
Mstep: Class 11 contains 17645 members 
Mstep: Class 12 contains 8304 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13212 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 40813 members 
Mstep: Class 21 contains 14138 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 5563 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 20515 members 
Mstep: Class 30 contains 26304 members 
Mstep: Class 31 contains 4658 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3733 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4553 members 
Mstep: Class 41 contains 20397 members 
Mstep: Class 42 contains 8073 members 
Mstep: Class 43 contains 42881 members 
Mstep: Class 44 contains 23865 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778212.000000 Penalty: 100859.070312
Iteration 220F: 48 clusters Score -4.977821e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 38700 members 
Mstep: Class 4 contains 40698 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44843 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37583 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 8305 members 
Mstep: Class 13 contains 19929 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 9498 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 40818 members 
Mstep: Class 21 contains 14327 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 20514 members 
Mstep: Class 30 contains 26361 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3734 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4545 members 
Mstep: Class 41 contains 20431 members 
Mstep: Class 42 contains 8070 members 
Mstep: Class 43 contains 42951 members 
Mstep: Class 44 contains 23851 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778056.000000 Penalty: 100859.070312
Iteration 221Q: 48 clusters Score -4.977806e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 38541 members 
Mstep: Class 4 contains 40690 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44850 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37573 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 8305 members 
Mstep: Class 13 contains 19913 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 9490 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 40830 members 
Mstep: Class 21 contains 14617 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 5566 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 20506 members 
Mstep: Class 30 contains 26425 members 
Mstep: Class 31 contains 4661 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3733 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4538 members 
Mstep: Class 41 contains 20459 members 
Mstep: Class 42 contains 8067 members 
Mstep: Class 43 contains 42728 members 
Mstep: Class 44 contains 23828 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778296.000000 Penalty: 100859.070312
Iteration 222Q: 48 clusters Score -4.97783e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 38432 members 
Mstep: Class 4 contains 40682 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44851 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37565 members 
Mstep: Class 11 contains 17626 members 
Mstep: Class 12 contains 8306 members 
Mstep: Class 13 contains 19901 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 9483 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 40842 members 
Mstep: Class 21 contains 14993 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 5564 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 20498 members 
Mstep: Class 30 contains 26459 members 
Mstep: Class 31 contains 4664 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3733 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4532 members 
Mstep: Class 41 contains 20493 members 
Mstep: Class 42 contains 8063 members 
Mstep: Class 43 contains 42382 members 
Mstep: Class 44 contains 23813 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778572.000000 Penalty: 100859.070312
Iteration 223Q: 48 clusters Score -4.977857e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 40686 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44848 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37567 members 
Mstep: Class 11 contains 17632 members 
Mstep: Class 12 contains 8306 members 
Mstep: Class 13 contains 19886 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 40852 members 
Mstep: Class 21 contains 15411 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 5563 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 20487 members 
Mstep: Class 30 contains 26455 members 
Mstep: Class 31 contains 4666 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3732 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4526 members 
Mstep: Class 41 contains 20536 members 
Mstep: Class 42 contains 8061 members 
Mstep: Class 43 contains 42037 members 
Mstep: Class 44 contains 23799 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778908.000000 Penalty: 100859.070312
Iteration 224Q: 48 clusters Score -4.977891e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 38184 members 
Mstep: Class 4 contains 40699 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 44851 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37563 members 
Mstep: Class 11 contains 17635 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 19866 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 9474 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40861 members 
Mstep: Class 21 contains 15849 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 20482 members 
Mstep: Class 30 contains 26443 members 
Mstep: Class 31 contains 4667 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3733 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4519 members 
Mstep: Class 41 contains 20565 members 
Mstep: Class 42 contains 8057 members 
Mstep: Class 43 contains 41684 members 
Mstep: Class 44 contains 23786 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779416.000000 Penalty: 100859.070312
Iteration 225Q: 48 clusters Score -4.977942e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 38108 members 
Mstep: Class 4 contains 40707 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44852 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37559 members 
Mstep: Class 11 contains 17624 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 19851 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 9472 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40867 members 
Mstep: Class 21 contains 16305 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 5560 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4742 members 
Mstep: Class 29 contains 20478 members 
Mstep: Class 30 contains 26428 members 
Mstep: Class 31 contains 4669 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3733 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4514 members 
Mstep: Class 41 contains 20572 members 
Mstep: Class 42 contains 8056 members 
Mstep: Class 43 contains 41300 members 
Mstep: Class 44 contains 23773 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779692.000000 Penalty: 100859.070312
Iteration 226Q: 48 clusters Score -4.977969e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 38041 members 
Mstep: Class 4 contains 40713 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 44853 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37556 members 
Mstep: Class 11 contains 17613 members 
Mstep: Class 12 contains 8308 members 
Mstep: Class 13 contains 19838 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13251 members 
Mstep: Class 16 contains 9457 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40875 members 
Mstep: Class 21 contains 16801 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4741 members 
Mstep: Class 29 contains 20479 members 
Mstep: Class 30 contains 26395 members 
Mstep: Class 31 contains 4671 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3734 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4504 members 
Mstep: Class 41 contains 20588 members 
Mstep: Class 42 contains 8052 members 
Mstep: Class 43 contains 40896 members 
Mstep: Class 44 contains 23760 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780308.000000 Penalty: 100859.070312
Iteration 227Q: 48 clusters Score -4.978031e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 37971 members 
Mstep: Class 4 contains 40716 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 44865 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 37547 members 
Mstep: Class 11 contains 17617 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 19831 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13257 members 
Mstep: Class 16 contains 9450 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40877 members 
Mstep: Class 21 contains 17354 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 20474 members 
Mstep: Class 30 contains 26343 members 
Mstep: Class 31 contains 4671 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3735 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 20587 members 
Mstep: Class 42 contains 8048 members 
Mstep: Class 43 contains 40451 members 
Mstep: Class 44 contains 23764 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780760.000000 Penalty: 100859.070312
Iteration 228Q: 48 clusters Score -4.978076e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 37913 members 
Mstep: Class 4 contains 40714 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 44883 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37549 members 
Mstep: Class 11 contains 17612 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 19823 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13260 members 
Mstep: Class 16 contains 9446 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40881 members 
Mstep: Class 21 contains 17949 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5585 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 20471 members 
Mstep: Class 30 contains 26288 members 
Mstep: Class 31 contains 4673 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3740 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 4499 members 
Mstep: Class 41 contains 20573 members 
Mstep: Class 42 contains 8045 members 
Mstep: Class 43 contains 39963 members 
Mstep: Class 44 contains 23761 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781256.000000 Penalty: 100859.070312
Iteration 229Q: 48 clusters Score -4.978126e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 37868 members 
Mstep: Class 4 contains 40720 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 44901 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37547 members 
Mstep: Class 11 contains 17609 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 19822 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13264 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40887 members 
Mstep: Class 21 contains 18608 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 20469 members 
Mstep: Class 30 contains 26187 members 
Mstep: Class 31 contains 4673 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3742 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 4497 members 
Mstep: Class 41 contains 20537 members 
Mstep: Class 42 contains 8042 members 
Mstep: Class 43 contains 39470 members 
Mstep: Class 44 contains 23750 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781656.000000 Penalty: 100859.070312
Iteration 230Q: 48 clusters Score -4.978166e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 37778 members 
Mstep: Class 4 contains 40722 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 44934 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 17600 members 
Mstep: Class 12 contains 8308 members 
Mstep: Class 13 contains 19821 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13265 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40887 members 
Mstep: Class 21 contains 19262 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 20473 members 
Mstep: Class 30 contains 26061 members 
Mstep: Class 31 contains 4678 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3742 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 20499 members 
Mstep: Class 42 contains 8032 members 
Mstep: Class 43 contains 39029 members 
Mstep: Class 44 contains 23744 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782032.000000 Penalty: 100859.070312
Iteration 231Q: 48 clusters Score -4.978203e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 37697 members 
Mstep: Class 4 contains 40721 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44960 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37539 members 
Mstep: Class 11 contains 17597 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 19820 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13268 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40886 members 
Mstep: Class 21 contains 19912 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4732 members 
Mstep: Class 29 contains 20476 members 
Mstep: Class 30 contains 25927 members 
Mstep: Class 31 contains 4682 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3742 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 4495 members 
Mstep: Class 41 contains 20460 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 38600 members 
Mstep: Class 44 contains 23747 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782384.000000 Penalty: 100859.070312
Iteration 232Q: 48 clusters Score -4.978238e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 37621 members 
Mstep: Class 4 contains 40724 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44988 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37536 members 
Mstep: Class 11 contains 17589 members 
Mstep: Class 12 contains 8311 members 
Mstep: Class 13 contains 19823 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40886 members 
Mstep: Class 21 contains 20573 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5580 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4731 members 
Mstep: Class 29 contains 20478 members 
Mstep: Class 30 contains 25791 members 
Mstep: Class 31 contains 4683 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3742 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 4492 members 
Mstep: Class 41 contains 20419 members 
Mstep: Class 42 contains 8024 members 
Mstep: Class 43 contains 38154 members 
Mstep: Class 44 contains 23748 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782756.000000 Penalty: 100859.070312
Iteration 233Q: 48 clusters Score -4.978276e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 37538 members 
Mstep: Class 4 contains 40729 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44999 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37536 members 
Mstep: Class 11 contains 17585 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 13 contains 19824 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40885 members 
Mstep: Class 21 contains 21279 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5578 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4729 members 
Mstep: Class 29 contains 20480 members 
Mstep: Class 30 contains 25652 members 
Mstep: Class 31 contains 4682 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3743 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 4491 members 
Mstep: Class 41 contains 20363 members 
Mstep: Class 42 contains 8020 members 
Mstep: Class 43 contains 37709 members 
Mstep: Class 44 contains 23743 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783144.000000 Penalty: 100859.070312
Iteration 234Q: 48 clusters Score -4.978314e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 37488 members 
Mstep: Class 4 contains 40739 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45009 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37539 members 
Mstep: Class 11 contains 17584 members 
Mstep: Class 12 contains 8318 members 
Mstep: Class 13 contains 19820 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40883 members 
Mstep: Class 21 contains 22033 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20485 members 
Mstep: Class 30 contains 25476 members 
Mstep: Class 31 contains 4676 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3743 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1103 members 
Mstep: Class 40 contains 4490 members 
Mstep: Class 41 contains 20287 members 
Mstep: Class 42 contains 8019 members 
Mstep: Class 43 contains 37232 members 
Mstep: Class 44 contains 23742 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783372.000000 Penalty: 100859.070312
Iteration 235Q: 48 clusters Score -4.978337e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 37447 members 
Mstep: Class 4 contains 40746 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45026 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37541 members 
Mstep: Class 11 contains 17582 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 19813 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 9428 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40882 members 
Mstep: Class 21 contains 22711 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20487 members 
Mstep: Class 30 contains 25293 members 
Mstep: Class 31 contains 4674 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3744 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4490 members 
Mstep: Class 41 contains 20206 members 
Mstep: Class 42 contains 8020 members 
Mstep: Class 43 contains 36830 members 
Mstep: Class 44 contains 23742 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783592.000000 Penalty: 100859.070312
Iteration 236Q: 48 clusters Score -4.978359e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 37405 members 
Mstep: Class 4 contains 40755 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45048 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37546 members 
Mstep: Class 11 contains 17582 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 19808 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 9426 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40882 members 
Mstep: Class 21 contains 23331 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20488 members 
Mstep: Class 30 contains 25127 members 
Mstep: Class 31 contains 4676 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3745 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 20108 members 
Mstep: Class 42 contains 8016 members 
Mstep: Class 43 contains 36476 members 
Mstep: Class 44 contains 23743 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783880.000000 Penalty: 100859.070312
Iteration 237Q: 48 clusters Score -4.978388e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 37375 members 
Mstep: Class 4 contains 40768 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 17581 members 
Mstep: Class 12 contains 8315 members 
Mstep: Class 13 contains 19806 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 9415 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40882 members 
Mstep: Class 21 contains 23887 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20490 members 
Mstep: Class 30 contains 24971 members 
Mstep: Class 31 contains 4679 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3749 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 20004 members 
Mstep: Class 42 contains 8014 members 
Mstep: Class 43 contains 36179 members 
Mstep: Class 44 contains 23744 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783972.000000 Penalty: 100859.070312
Iteration 238Q: 48 clusters Score -4.978397e+07 nChanged 904
Entering ConstructFrom: 
Score: -49783972.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (37042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Entering Unmasked Estep 
Score: -3643833.500000 Penalty: 1709.468750
	Iteration 0F: 2 clusters Score -3643834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3621153.250000 Penalty: 3418.937500
	Iteration 0F: 3 clusters Score -3621153 nChanged 17330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3630781.000000 Penalty: 3418.937500
	Iteration 1F: 3 clusters Score -3630781 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3631151.750000 Penalty: 3418.937500
	Iteration 2Q: 3 clusters Score -3631152 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3631486.750000 Penalty: 3418.937500
	Iteration 3Q: 3 clusters Score -3631487 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3631851.000000 Penalty: 3418.937500
	Iteration 4Q: 3 clusters Score -3631851 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3632230.250000 Penalty: 3418.937500
	Iteration 5Q: 3 clusters Score -3632230 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3632722.000000 Penalty: 3418.937500
	Iteration 6Q: 3 clusters Score -3632722 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3633300.750000 Penalty: 3418.937500
	Iteration 7Q: 3 clusters Score -3633301 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3634156.250000 Penalty: 3418.937500
	Iteration 8Q: 3 clusters Score -3634156 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3635338.750000 Penalty: 3418.937500
	Iteration 9F: 3 clusters Score -3635339 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3636759.000000 Penalty: 3418.937500
	Iteration 10F: 3 clusters Score -3636759 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3637885.000000 Penalty: 3418.937500
	Iteration 11F: 3 clusters Score -3637885 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3638558.500000 Penalty: 3418.937500
	Iteration 12Q: 3 clusters Score -3638558 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3638824.000000 Penalty: 3418.937500
	Iteration 13Q: 3 clusters Score -3638824 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3638948.250000 Penalty: 3418.937500
	Iteration 14Q: 3 clusters Score -3638948 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3639017.750000 Penalty: 3418.937500
	Iteration 15Q: 3 clusters Score -3639018 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3639088.250000 Penalty: 3418.937500
	Iteration 16Q: 3 clusters Score -3639088 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3639155.500000 Penalty: 3418.937500
	Iteration 17Q: 3 clusters Score -3639156 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3639210.250000 Penalty: 3418.937500
	Iteration 18Q: 3 clusters Score -3639210 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3639252.250000 Penalty: 3418.937500
	Iteration 19Q: 3 clusters Score -3639252 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3639310.500000 Penalty: 3418.937500
	Iteration 20F: 3 clusters Score -3639310 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3639357.750000 Penalty: 3418.937500
	Iteration 21Q: 3 clusters Score -3639358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3639423.500000 Penalty: 3418.937500
	Iteration 22Q: 3 clusters Score -3639424 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3639474.250000 Penalty: 3418.937500
	Iteration 23Q: 3 clusters Score -3639474 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3639533.000000 Penalty: 3418.937500
	Iteration 24Q: 3 clusters Score -3639533 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3639630.250000 Penalty: 3418.937500
	Iteration 25Q: 3 clusters Score -3639630 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3639684.750000 Penalty: 3418.937500
	Iteration 26Q: 3 clusters Score -3639685 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3639761.750000 Penalty: 3418.937500
	Iteration 27Q: 3 clusters Score -3639762 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3639833.500000 Penalty: 3418.937500
	Iteration 28Q: 3 clusters Score -3639834 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3639881.750000 Penalty: 3418.937500
	Iteration 29Q: 3 clusters Score -3639882 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3639943.250000 Penalty: 3418.937500
	Iteration 30Q: 3 clusters Score -3639943 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3640017.250000 Penalty: 3418.937500
	Iteration 31Q: 3 clusters Score -3640017 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3640103.750000 Penalty: 3418.937500
	Iteration 32Q: 3 clusters Score -3640104 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3640163.250000 Penalty: 3418.937500
	Iteration 33Q: 3 clusters Score -3640163 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3640248.500000 Penalty: 3418.937500
	Iteration 34Q: 3 clusters Score -3640248 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3640346.500000 Penalty: 3418.937500
	Iteration 35Q: 3 clusters Score -3640346 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3640478.750000 Penalty: 3418.937500
	Iteration 36Q: 3 clusters Score -3640479 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3640575.750000 Penalty: 3418.937500
	Iteration 37Q: 3 clusters Score -3640576 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3640679.000000 Penalty: 3418.937500
	Iteration 38Q: 3 clusters Score -3640679 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3640788.000000 Penalty: 3418.937500
	Iteration 39Q: 3 clusters Score -3640788 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3640916.000000 Penalty: 3418.937500
	Iteration 40F: 3 clusters Score -3640916 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3641022.500000 Penalty: 3418.937500
	Iteration 41Q: 3 clusters Score -3641022 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3641130.000000 Penalty: 3418.937500
	Iteration 42Q: 3 clusters Score -3641130 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3641262.250000 Penalty: 3418.937500
	Iteration 43Q: 3 clusters Score -3641262 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3641427.750000 Penalty: 3418.937500
	Iteration 44Q: 3 clusters Score -3641428 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3641568.250000 Penalty: 3418.937500
	Iteration 45Q: 3 clusters Score -3641568 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3641748.500000 Penalty: 3418.937500
	Iteration 46Q: 3 clusters Score -3641748 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -3641928.250000 Penalty: 3418.937500
	Iteration 47Q: 3 clusters Score -3641928 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3642118.250000 Penalty: 3418.937500
	Iteration 48Q: 3 clusters Score -3642118 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3642318.250000 Penalty: 3418.937500
	Iteration 49Q: 3 clusters Score -3642318 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3642488.750000 Penalty: 3418.937500
	Iteration 50Q: 3 clusters Score -3642489 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3642674.750000 Penalty: 3418.937500
	Iteration 51Q: 3 clusters Score -3642675 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3642822.000000 Penalty: 3418.937500
	Iteration 52Q: 3 clusters Score -3642822 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -3642939.250000 Penalty: 3418.937500
	Iteration 53Q: 3 clusters Score -3642939 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3643055.750000 Penalty: 3418.937500
	Iteration 54Q: 3 clusters Score -3643056 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3643187.500000 Penalty: 3418.937500
	Iteration 55Q: 3 clusters Score -3643188 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -3643272.000000 Penalty: 3418.937500
	Iteration 56Q: 3 clusters Score -3643272 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -3643358.750000 Penalty: 3418.937500
	Iteration 57Q: 3 clusters Score -3643359 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -3643428.750000 Penalty: 3418.937500
	Iteration 58Q: 3 clusters Score -3643429 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3643485.250000 Penalty: 3418.937500
	Iteration 59Q: 3 clusters Score -3643485 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -3643528.000000 Penalty: 3418.937500
	Iteration 60F: 3 clusters Score -3643528 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -3643542.500000 Penalty: 3418.937500
	Iteration 61Q: 3 clusters Score -3643542 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -3643511.250000 Penalty: 3418.937500
	Iteration 62Q: 3 clusters Score -3643511 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -3643502.250000 Penalty: 3418.937500
	Iteration 63Q: 3 clusters Score -3643502 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -3643458.000000 Penalty: 3418.937500
	Iteration 64Q: 3 clusters Score -3643458 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -3643413.750000 Penalty: 3418.937500
	Iteration 65Q: 3 clusters Score -3643414 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -3643393.750000 Penalty: 3418.937500
	Iteration 66Q: 3 clusters Score -3643394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3643362.750000 Penalty: 3418.937500
	Iteration 67Q: 3 clusters Score -3643363 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -3643320.250000 Penalty: 3418.937500
	Iteration 68Q: 3 clusters Score -3643320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3643308.250000 Penalty: 3418.937500
	Iteration 69Q: 3 clusters Score -3643308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -3643287.750000 Penalty: 3418.937500
	Iteration 70Q: 3 clusters Score -3643288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -3643243.000000 Penalty: 3418.937500
	Iteration 71Q: 3 clusters Score -3643243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -3643222.000000 Penalty: 3418.937500
	Iteration 72Q: 3 clusters Score -3643222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -3643199.250000 Penalty: 3418.937500
	Iteration 73Q: 3 clusters Score -3643199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -3643185.750000 Penalty: 3418.937500
	Iteration 74Q: 3 clusters Score -3643186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -3643176.000000 Penalty: 3418.937500
	Iteration 75Q: 3 clusters Score -3643176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -3643165.750000 Penalty: 3418.937500
	Iteration 76Q: 3 clusters Score -3643166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -3643121.500000 Penalty: 3418.937500
	Iteration 77Q: 3 clusters Score -3643122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -3643099.500000 Penalty: 3418.937500
	Iteration 78Q: 3 clusters Score -3643100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -3643095.000000 Penalty: 3418.937500
	Iteration 79Q: 3 clusters Score -3643095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -3643088.750000 Penalty: 3418.937500
	Iteration 80F: 3 clusters Score -3643089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -3643076.000000 Penalty: 3418.937500
	Iteration 81Q: 3 clusters Score -3643076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -3643053.750000 Penalty: 3418.937500
	Iteration 82Q: 3 clusters Score -3643054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -3643050.750000 Penalty: 3418.937500
	Iteration 83Q: 3 clusters Score -3643051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -3643034.500000 Penalty: 3418.937500
	Iteration 84Q: 3 clusters Score -3643034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -3643033.500000 Penalty: 3418.937500
	Iteration 85Q: 3 clusters Score -3643034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -3643014.250000 Penalty: 3418.937500
	Iteration 86Q: 3 clusters Score -3643014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3642994.750000 Penalty: 3418.937500
	Iteration 87Q: 3 clusters Score -3642995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -3642975.000000 Penalty: 3418.937500
	Iteration 88Q: 3 clusters Score -3642975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -3642967.500000 Penalty: 3418.937500
	Iteration 89Q: 3 clusters Score -3642968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -3642969.750000 Penalty: 3418.937500
	Iteration 90Q: 3 clusters Score -3642970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -3642966.500000 Penalty: 3418.937500
	Iteration 91Q: 3 clusters Score -3642966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -3642948.500000 Penalty: 3418.937500
	Iteration 92Q: 3 clusters Score -3642948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -3642944.000000 Penalty: 3418.937500
	Iteration 93Q: 3 clusters Score -3642944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -3642945.000000 Penalty: 3418.937500
	Iteration 94Q: 3 clusters Score -3642945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -3642942.250000 Penalty: 3418.937500
	Iteration 95Q: 3 clusters Score -3642942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3642929.500000 Penalty: 3418.937500
	Iteration 96Q: 3 clusters Score -3642930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3642922.500000 Penalty: 3418.937500
	Iteration 97Q: 3 clusters Score -3642922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -3642925.750000 Penalty: 3418.937500
	Iteration 98Q: 3 clusters Score -3642926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3642917.250000 Penalty: 3418.937500
	Iteration 99Q: 3 clusters Score -3642917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -3642918.250000 Penalty: 3418.937500
	Iteration 100F: 3 clusters Score -3642918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -3642913.250000 Penalty: 3418.937500
	Iteration 101Q: 3 clusters Score -3642913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -3642918.000000 Penalty: 3418.937500
	Iteration 102Q: 3 clusters Score -3642918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -3642914.750000 Penalty: 3418.937500
	Iteration 103Q: 3 clusters Score -3642915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -3642916.750000 Penalty: 3418.937500
	Iteration 104Q: 3 clusters Score -3642917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -3642918.000000 Penalty: 3418.937500
	Iteration 105Q: 3 clusters Score -3642918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -3642920.000000 Penalty: 3418.937500
	Iteration 106Q: 3 clusters Score -3642920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3642919.000000 Penalty: 3418.937500
	Iteration 107Q: 3 clusters Score -3642919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3642919.750000 Penalty: 3418.937500
	Iteration 108Q: 3 clusters Score -3642920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -3642911.000000 Penalty: 3418.937500
	Iteration 109Q: 3 clusters Score -3642911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -3642910.750000 Penalty: 3418.937500
	Iteration 110Q: 3 clusters Score -3642911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -3642905.500000 Penalty: 3418.937500
	Iteration 111Q: 3 clusters Score -3642906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -3642899.500000 Penalty: 3418.937500
	Iteration 112Q: 3 clusters Score -3642900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -3642904.750000 Penalty: 3418.937500
	Iteration 113Q: 3 clusters Score -3642905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -3642904.750000 Penalty: 3418.937500
	Iteration 114F: 3 clusters Score -3642905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -262581.843750 Penalty: 1289.823364
	Iteration 0F: 2 clusters Score -262581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -259971.312500 Penalty: 2579.646729
	Iteration 0F: 3 clusters Score -259971.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -260633.640625 Penalty: 2579.646729
	Iteration 1F: 3 clusters Score -260633.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -260755.718750 Penalty: 2579.646729
	Iteration 2F: 3 clusters Score -260755.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -260803.890625 Penalty: 2579.646729
	Iteration 3Q: 3 clusters Score -260803.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -260844.671875 Penalty: 2579.646729
	Iteration 4Q: 3 clusters Score -260844.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -260878.765625 Penalty: 2579.646729
	Iteration 5Q: 3 clusters Score -260878.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -260917.015625 Penalty: 2579.646729
	Iteration 6Q: 3 clusters Score -260917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -260958.453125 Penalty: 2579.646729
	Iteration 7Q: 3 clusters Score -260958.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -260985.609375 Penalty: 2579.646729
	Iteration 8Q: 3 clusters Score -260985.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -261009.156250 Penalty: 2579.646729
	Iteration 9Q: 3 clusters Score -261009.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -261027.187500 Penalty: 2579.646729
	Iteration 10Q: 3 clusters Score -261027.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261043.765625 Penalty: 2579.646729
	Iteration 11Q: 3 clusters Score -261043.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261055.953125 Penalty: 2579.646729
	Iteration 12Q: 3 clusters Score -261056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -261066.281250 Penalty: 2579.646729
	Iteration 13Q: 3 clusters Score -261066.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -261077.031250 Penalty: 2579.646729
	Iteration 14Q: 3 clusters Score -261077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -261085.343750 Penalty: 2579.646729
	Iteration 15Q: 3 clusters Score -261085.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -261092.562500 Penalty: 2579.646729
	Iteration 16Q: 3 clusters Score -261092.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -261099.031250 Penalty: 2579.646729
	Iteration 17Q: 3 clusters Score -261099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261107.828125 Penalty: 2579.646729
	Iteration 18Q: 3 clusters Score -261107.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -261114.171875 Penalty: 2579.646729
	Iteration 19Q: 3 clusters Score -261114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -261120.640625 Penalty: 2579.646729
	Iteration 20F: 3 clusters Score -261120.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -261127.640625 Penalty: 2579.646729
	Iteration 21Q: 3 clusters Score -261127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -261137.937500 Penalty: 2579.646729
	Iteration 22Q: 3 clusters Score -261137.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -261146.390625 Penalty: 2579.646729
	Iteration 23Q: 3 clusters Score -261146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -261153.234375 Penalty: 2579.646729
	Iteration 24Q: 3 clusters Score -261153.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -261157.484375 Penalty: 2579.646729
	Iteration 25Q: 3 clusters Score -261157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -261159.281250 Penalty: 2579.646729
	Iteration 26Q: 3 clusters Score -261159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -261161.765625 Penalty: 2579.646729
	Iteration 27Q: 3 clusters Score -261161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -261163.750000 Penalty: 2579.646729
	Iteration 28Q: 3 clusters Score -261163.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -261166.359375 Penalty: 2579.646729
	Iteration 29Q: 3 clusters Score -261166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -261168.984375 Penalty: 2579.646729
	Iteration 30Q: 3 clusters Score -261169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -261170.531250 Penalty: 2579.646729
	Iteration 31Q: 3 clusters Score -261170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -261171.625000 Penalty: 2579.646729
	Iteration 32Q: 3 clusters Score -261171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -261172.421875 Penalty: 2579.646729
	Iteration 33Q: 3 clusters Score -261172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -261174.890625 Penalty: 2579.646729
	Iteration 34Q: 3 clusters Score -261174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -261175.578125 Penalty: 2579.646729
	Iteration 35Q: 3 clusters Score -261175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -261178.562500 Penalty: 2579.646729
	Iteration 36Q: 3 clusters Score -261178.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -261182.453125 Penalty: 2579.646729
	Iteration 37Q: 3 clusters Score -261182.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -261187.906250 Penalty: 2579.646729
	Iteration 38Q: 3 clusters Score -261187.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -261195.937500 Penalty: 2579.646729
	Iteration 39Q: 3 clusters Score -261195.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -261204.828125 Penalty: 2579.646729
	Iteration 40F: 3 clusters Score -261204.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -261210.484375 Penalty: 2579.646729
	Iteration 41Q: 3 clusters Score -261210.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -261214.359375 Penalty: 2579.646729
	Iteration 42Q: 3 clusters Score -261214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -261217.796875 Penalty: 2579.646729
	Iteration 43Q: 3 clusters Score -261217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -261221.062500 Penalty: 2579.646729
	Iteration 44Q: 3 clusters Score -261221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -261223.781250 Penalty: 2579.646729
	Iteration 45Q: 3 clusters Score -261223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -261225.984375 Penalty: 2579.646729
	Iteration 46Q: 3 clusters Score -261226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -261232.484375 Penalty: 2579.646729
	Iteration 47Q: 3 clusters Score -261232.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -261238.515625 Penalty: 2579.646729
	Iteration 48Q: 3 clusters Score -261238.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -261244.156250 Penalty: 2579.646729
	Iteration 49Q: 3 clusters Score -261244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -261249.140625 Penalty: 2579.646729
	Iteration 50Q: 3 clusters Score -261249.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -261252.812500 Penalty: 2579.646729
	Iteration 51Q: 3 clusters Score -261252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -261257.546875 Penalty: 2579.646729
	Iteration 52Q: 3 clusters Score -261257.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -261262.953125 Penalty: 2579.646729
	Iteration 53Q: 3 clusters Score -261263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -261269.640625 Penalty: 2579.646729
	Iteration 54Q: 3 clusters Score -261269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -261274.500000 Penalty: 2579.646729
	Iteration 55Q: 3 clusters Score -261274.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -261281.656250 Penalty: 2579.646729
	Iteration 56Q: 3 clusters Score -261281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -261288.937500 Penalty: 2579.646729
	Iteration 57Q: 3 clusters Score -261288.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -261295.046875 Penalty: 2579.646729
	Iteration 58Q: 3 clusters Score -261295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -261299.671875 Penalty: 2579.646729
	Iteration 59Q: 3 clusters Score -261299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -261304.546875 Penalty: 2579.646729
	Iteration 60F: 3 clusters Score -261304.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -261308.562500 Penalty: 2579.646729
	Iteration 61Q: 3 clusters Score -261308.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -261312.046875 Penalty: 2579.646729
	Iteration 62Q: 3 clusters Score -261312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -261313.984375 Penalty: 2579.646729
	Iteration 63Q: 3 clusters Score -261314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -261318.062500 Penalty: 2579.646729
	Iteration 64Q: 3 clusters Score -261318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -261321.953125 Penalty: 2579.646729
	Iteration 65Q: 3 clusters Score -261322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -261324.531250 Penalty: 2579.646729
	Iteration 66Q: 3 clusters Score -261324.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -261327.484375 Penalty: 2579.646729
	Iteration 67Q: 3 clusters Score -261327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261330.453125 Penalty: 2579.646729
	Iteration 68Q: 3 clusters Score -261330.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261333.812500 Penalty: 2579.646729
	Iteration 69Q: 3 clusters Score -261333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -261335.796875 Penalty: 2579.646729
	Iteration 70Q: 3 clusters Score -261335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261337.890625 Penalty: 2579.646729
	Iteration 71Q: 3 clusters Score -261337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -261341.812500 Penalty: 2579.646729
	Iteration 72Q: 3 clusters Score -261341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261344.328125 Penalty: 2579.646729
	Iteration 73Q: 3 clusters Score -261344.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -261348.984375 Penalty: 2579.646729
	Iteration 74Q: 3 clusters Score -261349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -261351.250000 Penalty: 2579.646729
	Iteration 75Q: 3 clusters Score -261351.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -261353.281250 Penalty: 2579.646729
	Iteration 76Q: 3 clusters Score -261353.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -261357.984375 Penalty: 2579.646729
	Iteration 77Q: 3 clusters Score -261358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -261362.734375 Penalty: 2579.646729
	Iteration 78Q: 3 clusters Score -261362.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -261366.312500 Penalty: 2579.646729
	Iteration 79Q: 3 clusters Score -261366.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261368.843750 Penalty: 2579.646729
	Iteration 80F: 3 clusters Score -261368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -261370.125000 Penalty: 2579.646729
	Iteration 81Q: 3 clusters Score -261370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -261371.140625 Penalty: 2579.646729
	Iteration 82Q: 3 clusters Score -261371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -261371.140625 Penalty: 2579.646729
	Iteration 83F: 3 clusters Score -261371.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Entering Unmasked Estep 
Score: -3495678.250000 Penalty: 1710.801270
	Iteration 0F: 2 clusters Score -3495678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3471410.750000 Penalty: 3421.602539
	Iteration 0F: 3 clusters Score -3471411 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3481376.500000 Penalty: 3421.602539
	Iteration 1F: 3 clusters Score -3481376 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3482066.250000 Penalty: 3421.602539
	Iteration 2Q: 3 clusters Score -3482066 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3482882.500000 Penalty: 3421.602539
	Iteration 3F: 3 clusters Score -3482882 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3483854.000000 Penalty: 3421.602539
	Iteration 4F: 3 clusters Score -3483854 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3485086.500000 Penalty: 3421.602539
	Iteration 5F: 3 clusters Score -3485086 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3486790.250000 Penalty: 3421.602539
	Iteration 6F: 3 clusters Score -3486790 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3488864.750000 Penalty: 3421.602539
	Iteration 7F: 3 clusters Score -3488865 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3490914.250000 Penalty: 3421.602539
	Iteration 8F: 3 clusters Score -3490914 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3492422.500000 Penalty: 3421.602539
	Iteration 9Q: 3 clusters Score -3492422 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -3493184.250000 Penalty: 3421.602539
	Iteration 10Q: 3 clusters Score -3493184 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -3493628.750000 Penalty: 3421.602539
	Iteration 11Q: 3 clusters Score -3493629 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -3493912.500000 Penalty: 3421.602539
	Iteration 12Q: 3 clusters Score -3493912 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -3494054.500000 Penalty: 3421.602539
	Iteration 13Q: 3 clusters Score -3494054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -3494130.500000 Penalty: 3421.602539
	Iteration 14Q: 3 clusters Score -3494130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -3494162.250000 Penalty: 3421.602539
	Iteration 15Q: 3 clusters Score -3494162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -3494189.000000 Penalty: 3421.602539
	Iteration 16Q: 3 clusters Score -3494189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -3494216.000000 Penalty: 3421.602539
	Iteration 17Q: 3 clusters Score -3494216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -3494242.250000 Penalty: 3421.602539
	Iteration 18Q: 3 clusters Score -3494242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -3494250.000000 Penalty: 3421.602539
	Iteration 19Q: 3 clusters Score -3494250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -3494266.000000 Penalty: 3421.602539
	Iteration 20F: 3 clusters Score -3494266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -3494272.750000 Penalty: 3421.602539
	Iteration 21Q: 3 clusters Score -3494273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -3494275.000000 Penalty: 3421.602539
	Iteration 22Q: 3 clusters Score -3494275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -3494274.750000 Penalty: 3421.602539
	Iteration 23Q: 3 clusters Score -3494275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3494281.250000 Penalty: 3421.602539
	Iteration 24Q: 3 clusters Score -3494281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -3494285.500000 Penalty: 3421.602539
	Iteration 25Q: 3 clusters Score -3494286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -3494285.750000 Penalty: 3421.602539
	Iteration 26Q: 3 clusters Score -3494286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -3494290.500000 Penalty: 3421.602539
	Iteration 27Q: 3 clusters Score -3494290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -3494292.000000 Penalty: 3421.602539
	Iteration 28Q: 3 clusters Score -3494292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -3494292.000000 Penalty: 3421.602539
	Iteration 29F: 3 clusters Score -3494292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Entering Unmasked Estep 
Score: -3868914.000000 Penalty: 1725.091309
	Iteration 0F: 2 clusters Score -3868914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3844326.750000 Penalty: 3450.182617
	Iteration 0F: 3 clusters Score -3844327 nChanged 19046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3854765.250000 Penalty: 3450.182617
	Iteration 1F: 3 clusters Score -3854765 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3855147.500000 Penalty: 3450.182617
	Iteration 2Q: 3 clusters Score -3855148 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3855585.500000 Penalty: 3450.182617
	Iteration 3Q: 3 clusters Score -3855586 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3856072.250000 Penalty: 3450.182617
	Iteration 4Q: 3 clusters Score -3856072 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3856857.250000 Penalty: 3450.182617
	Iteration 5Q: 3 clusters Score -3856857 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3858098.500000 Penalty: 3450.182617
	Iteration 6F: 3 clusters Score -3858098 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3860105.000000 Penalty: 3450.182617
	Iteration 7F: 3 clusters Score -3860105 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3862626.000000 Penalty: 3450.182617
	Iteration 8F: 3 clusters Score -3862626 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3865041.750000 Penalty: 3450.182617
	Iteration 9F: 3 clusters Score -3865042 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3866334.750000 Penalty: 3450.182617
	Iteration 10F: 3 clusters Score -3866335 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3866891.500000 Penalty: 3450.182617
	Iteration 11Q: 3 clusters Score -3866892 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3867190.750000 Penalty: 3450.182617
	Iteration 12Q: 3 clusters Score -3867191 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3867387.250000 Penalty: 3450.182617
	Iteration 13Q: 3 clusters Score -3867387 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3867461.750000 Penalty: 3450.182617
	Iteration 14Q: 3 clusters Score -3867462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3867534.500000 Penalty: 3450.182617
	Iteration 15Q: 3 clusters Score -3867534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3867564.250000 Penalty: 3450.182617
	Iteration 16Q: 3 clusters Score -3867564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3867587.500000 Penalty: 3450.182617
	Iteration 17Q: 3 clusters Score -3867588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3867598.500000 Penalty: 3450.182617
	Iteration 18Q: 3 clusters Score -3867598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3867610.250000 Penalty: 3450.182617
	Iteration 19Q: 3 clusters Score -3867610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3867625.500000 Penalty: 3450.182617
	Iteration 20F: 3 clusters Score -3867626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3867629.250000 Penalty: 3450.182617
	Iteration 21Q: 3 clusters Score -3867629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3867632.000000 Penalty: 3450.182617
	Iteration 22Q: 3 clusters Score -3867632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3867637.250000 Penalty: 3450.182617
	Iteration 23Q: 3 clusters Score -3867637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3867643.500000 Penalty: 3450.182617
	Iteration 24Q: 3 clusters Score -3867644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3867652.500000 Penalty: 3450.182617
	Iteration 25Q: 3 clusters Score -3867652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3867649.750000 Penalty: 3450.182617
	Iteration 26Q: 3 clusters Score -3867650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3867653.000000 Penalty: 3450.182617
	Iteration 27Q: 3 clusters Score -3867653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3867654.250000 Penalty: 3450.182617
	Iteration 28Q: 3 clusters Score -3867654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3867654.250000 Penalty: 3450.182617
	Iteration 29Q: 3 clusters Score -3867654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3867653.000000 Penalty: 3450.182617
	Iteration 30Q: 3 clusters Score -3867653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3867650.750000 Penalty: 3450.182617
	Iteration 31Q: 3 clusters Score -3867651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3867649.500000 Penalty: 3450.182617
	Iteration 32Q: 3 clusters Score -3867650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3867649.500000 Penalty: 3450.182617
	Iteration 33F: 3 clusters Score -3867650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -172227.203125 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -172227.2 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 971 members 
Entering Unmasked Estep 
Score: -170231.953125 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -170232 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -170810.125000 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -170810.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -171058.953125 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -171059 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -171258.593750 Penalty: 2456.517822
	Iteration 3F: 3 clusters Score -171258.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171479.625000 Penalty: 2456.517822
	Iteration 4F: 3 clusters Score -171479.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -171644.500000 Penalty: 2456.517822
	Iteration 5F: 3 clusters Score -171644.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -171789.781250 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -171789.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -171931.625000 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -171931.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -172045.390625 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -172045.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -172120.890625 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -172120.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -172134.734375 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -172134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -172148.109375 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -172148.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -172153.687500 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -172153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172157.203125 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -172157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -172159.890625 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -172159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -172162.312500 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -172162.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -172166.281250 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -172166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -172168.390625 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -172168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172170.015625 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -172170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172171.062500 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -172171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172173.000000 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -172173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172173.687500 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -172173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172173.687500 Penalty: 2456.517822
	Iteration 22F: 3 clusters Score -172173.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -206888.578125 Penalty: 1272.314941
	Iteration 0F: 2 clusters Score -206888.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -204522.484375 Penalty: 2544.629883
	Iteration 0F: 3 clusters Score -204522.5 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -205208.828125 Penalty: 2544.629883
	Iteration 1F: 3 clusters Score -205208.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -205494.718750 Penalty: 2544.629883
	Iteration 2F: 3 clusters Score -205494.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -205770.093750 Penalty: 2544.629883
	Iteration 3F: 3 clusters Score -205770.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -206034.828125 Penalty: 2544.629883
	Iteration 4F: 3 clusters Score -206034.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -206201.375000 Penalty: 2544.629883
	Iteration 5F: 3 clusters Score -206201.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -206307.000000 Penalty: 2544.629883
	Iteration 6Q: 3 clusters Score -206307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -206362.843750 Penalty: 2544.629883
	Iteration 7Q: 3 clusters Score -206362.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -206419.812500 Penalty: 2544.629883
	Iteration 8Q: 3 clusters Score -206419.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -206457.250000 Penalty: 2544.629883
	Iteration 9Q: 3 clusters Score -206457.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -206479.406250 Penalty: 2544.629883
	Iteration 10Q: 3 clusters Score -206479.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -206500.593750 Penalty: 2544.629883
	Iteration 11Q: 3 clusters Score -206500.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -206521.359375 Penalty: 2544.629883
	Iteration 12Q: 3 clusters Score -206521.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -206530.453125 Penalty: 2544.629883
	Iteration 13Q: 3 clusters Score -206530.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -206534.656250 Penalty: 2544.629883
	Iteration 14Q: 3 clusters Score -206534.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -206539.328125 Penalty: 2544.629883
	Iteration 15Q: 3 clusters Score -206539.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -206547.281250 Penalty: 2544.629883
	Iteration 16Q: 3 clusters Score -206547.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -206551.859375 Penalty: 2544.629883
	Iteration 17Q: 3 clusters Score -206551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -206553.906250 Penalty: 2544.629883
	Iteration 18Q: 3 clusters Score -206553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -206556.515625 Penalty: 2544.629883
	Iteration 19Q: 3 clusters Score -206556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -206557.421875 Penalty: 2544.629883
	Iteration 20F: 3 clusters Score -206557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -206557.687500 Penalty: 2544.629883
	Iteration 21Q: 3 clusters Score -206557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -206557.687500 Penalty: 2544.629883
	Iteration 22F: 3 clusters Score -206557.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Entering Unmasked Estep 
Score: -4429652.500000 Penalty: 1741.345459
	Iteration 0F: 2 clusters Score -4429652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4409410.000000 Penalty: 3482.690918
	Iteration 0F: 3 clusters Score -4409410 nChanged 21027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4421328.000000 Penalty: 3482.690918
	Iteration 1F: 3 clusters Score -4421328 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4421716.000000 Penalty: 3482.690918
	Iteration 2Q: 3 clusters Score -4421716 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4422134.500000 Penalty: 3482.690918
	Iteration 3Q: 3 clusters Score -4422134 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4422673.500000 Penalty: 3482.690918
	Iteration 4Q: 3 clusters Score -4422674 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4423419.000000 Penalty: 3482.690918
	Iteration 5Q: 3 clusters Score -4423419 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -4424611.500000 Penalty: 3482.690918
	Iteration 6F: 3 clusters Score -4424612 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4426446.500000 Penalty: 3482.690918
	Iteration 7F: 3 clusters Score -4426446 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -4426766.500000 Penalty: 3482.690918
	Iteration 8F: 3 clusters Score -4426766 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4426824.500000 Penalty: 3482.690918
	Iteration 9Q: 3 clusters Score -4426824 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4426846.500000 Penalty: 3482.690918
	Iteration 10Q: 3 clusters Score -4426846 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4426988.500000 Penalty: 3482.690918
	Iteration 11Q: 3 clusters Score -4426988 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4427149.500000 Penalty: 3482.690918
	Iteration 12Q: 3 clusters Score -4427150 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4427359.500000 Penalty: 3482.690918
	Iteration 13Q: 3 clusters Score -4427360 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4427432.500000 Penalty: 3482.690918
	Iteration 14Q: 3 clusters Score -4427432 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4427486.000000 Penalty: 3482.690918
	Iteration 15Q: 3 clusters Score -4427486 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4427524.000000 Penalty: 3482.690918
	Iteration 16Q: 3 clusters Score -4427524 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4427609.500000 Penalty: 3482.690918
	Iteration 17Q: 3 clusters Score -4427610 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4427619.000000 Penalty: 3482.690918
	Iteration 18Q: 3 clusters Score -4427619 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4427665.000000 Penalty: 3482.690918
	Iteration 19Q: 3 clusters Score -4427665 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4427687.000000 Penalty: 3482.690918
	Iteration 20F: 3 clusters Score -4427687 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4427735.000000 Penalty: 3482.690918
	Iteration 21Q: 3 clusters Score -4427735 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4427759.000000 Penalty: 3482.690918
	Iteration 22Q: 3 clusters Score -4427759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4427783.000000 Penalty: 3482.690918
	Iteration 23Q: 3 clusters Score -4427783 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4427847.500000 Penalty: 3482.690918
	Iteration 24Q: 3 clusters Score -4427848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4427883.000000 Penalty: 3482.690918
	Iteration 25Q: 3 clusters Score -4427883 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4427899.000000 Penalty: 3482.690918
	Iteration 26Q: 3 clusters Score -4427899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4427892.000000 Penalty: 3482.690918
	Iteration 27Q: 3 clusters Score -4427892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4427907.500000 Penalty: 3482.690918
	Iteration 28Q: 3 clusters Score -4427908 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4427897.500000 Penalty: 3482.690918
	Iteration 29Q: 3 clusters Score -4427898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4427933.500000 Penalty: 3482.690918
	Iteration 30Q: 3 clusters Score -4427934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4427960.000000 Penalty: 3482.690918
	Iteration 31Q: 3 clusters Score -4427960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4427978.500000 Penalty: 3482.690918
	Iteration 32Q: 3 clusters Score -4427978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4427990.000000 Penalty: 3482.690918
	Iteration 33Q: 3 clusters Score -4427990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4427986.500000 Penalty: 3482.690918
	Iteration 34Q: 3 clusters Score -4427986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4427976.500000 Penalty: 3482.690918
	Iteration 35Q: 3 clusters Score -4427976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4427988.000000 Penalty: 3482.690918
	Iteration 36Q: 3 clusters Score -4427988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4427991.500000 Penalty: 3482.690918
	Iteration 37Q: 3 clusters Score -4427992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4427993.500000 Penalty: 3482.690918
	Iteration 38Q: 3 clusters Score -4427994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4428016.500000 Penalty: 3482.690918
	Iteration 39Q: 3 clusters Score -4428016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4427999.500000 Penalty: 3482.690918
	Iteration 40F: 3 clusters Score -4428000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4428020.500000 Penalty: 3482.690918
	Iteration 41Q: 3 clusters Score -4428020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4428034.500000 Penalty: 3482.690918
	Iteration 42Q: 3 clusters Score -4428034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4428041.500000 Penalty: 3482.690918
	Iteration 43Q: 3 clusters Score -4428042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4428061.500000 Penalty: 3482.690918
	Iteration 44Q: 3 clusters Score -4428062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4428076.500000 Penalty: 3482.690918
	Iteration 45Q: 3 clusters Score -4428076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4428086.500000 Penalty: 3482.690918
	Iteration 46Q: 3 clusters Score -4428086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4428094.000000 Penalty: 3482.690918
	Iteration 47Q: 3 clusters Score -4428094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4428108.000000 Penalty: 3482.690918
	Iteration 48Q: 3 clusters Score -4428108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4428110.500000 Penalty: 3482.690918
	Iteration 49Q: 3 clusters Score -4428110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4428125.000000 Penalty: 3482.690918
	Iteration 50Q: 3 clusters Score -4428125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4428116.500000 Penalty: 3482.690918
	Iteration 51Q: 3 clusters Score -4428116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4428131.500000 Penalty: 3482.690918
	Iteration 52Q: 3 clusters Score -4428132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4428134.500000 Penalty: 3482.690918
	Iteration 53Q: 3 clusters Score -4428134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4428132.500000 Penalty: 3482.690918
	Iteration 54Q: 3 clusters Score -4428132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4428126.000000 Penalty: 3482.690918
	Iteration 55Q: 3 clusters Score -4428126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4428132.000000 Penalty: 3482.690918
	Iteration 56Q: 3 clusters Score -4428132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4428130.500000 Penalty: 3482.690918
	Iteration 57Q: 3 clusters Score -4428130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4428129.500000 Penalty: 3482.690918
	Iteration 58Q: 3 clusters Score -4428130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4428142.000000 Penalty: 3482.690918
	Iteration 59Q: 3 clusters Score -4428142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4428143.500000 Penalty: 3482.690918
	Iteration 60F: 3 clusters Score -4428144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4428142.000000 Penalty: 3482.690918
	Iteration 61Q: 3 clusters Score -4428142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4428141.500000 Penalty: 3482.690918
	Iteration 62Q: 3 clusters Score -4428142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4428141.500000 Penalty: 3482.690918
	Iteration 63F: 3 clusters Score -4428142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -450372.125000 Penalty: 1385.015991
	Iteration 0F: 2 clusters Score -450372.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -446420.000000 Penalty: 2770.031982
	Iteration 0F: 3 clusters Score -446420 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -447625.125000 Penalty: 2770.031982
	Iteration 1F: 3 clusters Score -447625.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -447931.531250 Penalty: 2770.031982
	Iteration 2F: 3 clusters Score -447931.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -448151.312500 Penalty: 2770.031982
	Iteration 3F: 3 clusters Score -448151.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -448305.375000 Penalty: 2770.031982
	Iteration 4F: 3 clusters Score -448305.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -448413.781250 Penalty: 2770.031982
	Iteration 5Q: 3 clusters Score -448413.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -448513.250000 Penalty: 2770.031982
	Iteration 6Q: 3 clusters Score -448513.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -448601.312500 Penalty: 2770.031982
	Iteration 7Q: 3 clusters Score -448601.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -448672.000000 Penalty: 2770.031982
	Iteration 8Q: 3 clusters Score -448672 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -448729.750000 Penalty: 2770.031982
	Iteration 9Q: 3 clusters Score -448729.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -448773.968750 Penalty: 2770.031982
	Iteration 10Q: 3 clusters Score -448774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -448809.468750 Penalty: 2770.031982
	Iteration 11Q: 3 clusters Score -448809.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -448834.562500 Penalty: 2770.031982
	Iteration 12Q: 3 clusters Score -448834.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -448852.937500 Penalty: 2770.031982
	Iteration 13Q: 3 clusters Score -448852.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -448870.750000 Penalty: 2770.031982
	Iteration 14Q: 3 clusters Score -448870.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -448879.250000 Penalty: 2770.031982
	Iteration 15Q: 3 clusters Score -448879.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -448889.531250 Penalty: 2770.031982
	Iteration 16Q: 3 clusters Score -448889.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -448897.781250 Penalty: 2770.031982
	Iteration 17Q: 3 clusters Score -448897.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -448905.406250 Penalty: 2770.031982
	Iteration 18Q: 3 clusters Score -448905.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -448911.781250 Penalty: 2770.031982
	Iteration 19Q: 3 clusters Score -448911.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -448920.187500 Penalty: 2770.031982
	Iteration 20F: 3 clusters Score -448920.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -448931.093750 Penalty: 2770.031982
	Iteration 21Q: 3 clusters Score -448931.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -448941.531250 Penalty: 2770.031982
	Iteration 22Q: 3 clusters Score -448941.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -448951.812500 Penalty: 2770.031982
	Iteration 23Q: 3 clusters Score -448951.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -448957.656250 Penalty: 2770.031982
	Iteration 24Q: 3 clusters Score -448957.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -448965.062500 Penalty: 2770.031982
	Iteration 25Q: 3 clusters Score -448965.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -448972.812500 Penalty: 2770.031982
	Iteration 26Q: 3 clusters Score -448972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -448978.656250 Penalty: 2770.031982
	Iteration 27Q: 3 clusters Score -448978.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -448983.437500 Penalty: 2770.031982
	Iteration 28Q: 3 clusters Score -448983.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -448987.312500 Penalty: 2770.031982
	Iteration 29Q: 3 clusters Score -448987.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -448991.375000 Penalty: 2770.031982
	Iteration 30Q: 3 clusters Score -448991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -448995.375000 Penalty: 2770.031982
	Iteration 31Q: 3 clusters Score -448995.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -448999.343750 Penalty: 2770.031982
	Iteration 32Q: 3 clusters Score -448999.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -449002.625000 Penalty: 2770.031982
	Iteration 33Q: 3 clusters Score -449002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -449003.406250 Penalty: 2770.031982
	Iteration 34Q: 3 clusters Score -449003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -449005.218750 Penalty: 2770.031982
	Iteration 35Q: 3 clusters Score -449005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -449007.562500 Penalty: 2770.031982
	Iteration 36Q: 3 clusters Score -449007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -449010.125000 Penalty: 2770.031982
	Iteration 37Q: 3 clusters Score -449010.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -449011.875000 Penalty: 2770.031982
	Iteration 38Q: 3 clusters Score -449011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -449013.062500 Penalty: 2770.031982
	Iteration 39Q: 3 clusters Score -449013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -449014.625000 Penalty: 2770.031982
	Iteration 40F: 3 clusters Score -449014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -449014.968750 Penalty: 2770.031982
	Iteration 41Q: 3 clusters Score -449015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -449015.031250 Penalty: 2770.031982
	Iteration 42Q: 3 clusters Score -449015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -449015.750000 Penalty: 2770.031982
	Iteration 43Q: 3 clusters Score -449015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -449016.781250 Penalty: 2770.031982
	Iteration 44Q: 3 clusters Score -449016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -449016.437500 Penalty: 2770.031982
	Iteration 45Q: 3 clusters Score -449016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -449018.062500 Penalty: 2770.031982
	Iteration 46Q: 3 clusters Score -449018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -449018.593750 Penalty: 2770.031982
	Iteration 47Q: 3 clusters Score -449018.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -449018.593750 Penalty: 2770.031982
	Iteration 48F: 3 clusters Score -449018.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -122079.171875 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -122079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120481.203125 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -120481.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -120935.359375 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -120935.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -121176.070312 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -121176.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -121325.343750 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -121325.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121403.640625 Penalty: 2338.192139
	Iteration 4F: 3 clusters Score -121403.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -121454.703125 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -121454.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -121499.851562 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -121499.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -121520.773438 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -121520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -121536.851562 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -121536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -121544.039062 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -121544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -121546.820312 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -121546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -121549.140625 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -121549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -121550.601562 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -121550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -121553.734375 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -121553.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -121554.054688 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -121554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -121555.335938 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -121555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -121557.218750 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -121557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -121558.734375 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -121558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -121559.546875 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -121559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -121559.570312 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -121559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -121559.992188 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -121560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Entering Unmasked Estep 
Score: -3594764.000000 Penalty: 1711.660522
	Iteration 0F: 2 clusters Score -3594764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3569733.750000 Penalty: 3423.321045
	Iteration 0F: 3 clusters Score -3569734 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3579632.250000 Penalty: 3423.321045
	Iteration 1F: 3 clusters Score -3579632 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3580124.500000 Penalty: 3423.321045
	Iteration 2Q: 3 clusters Score -3580124 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3580607.750000 Penalty: 3423.321045
	Iteration 3Q: 3 clusters Score -3580608 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3581124.000000 Penalty: 3423.321045
	Iteration 4Q: 3 clusters Score -3581124 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3581717.500000 Penalty: 3423.321045
	Iteration 5Q: 3 clusters Score -3581718 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3582530.750000 Penalty: 3423.321045
	Iteration 6Q: 3 clusters Score -3582531 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3583539.500000 Penalty: 3423.321045
	Iteration 7F: 3 clusters Score -3583540 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3584869.250000 Penalty: 3423.321045
	Iteration 8F: 3 clusters Score -3584869 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3586208.500000 Penalty: 3423.321045
	Iteration 9F: 3 clusters Score -3586208 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3587295.750000 Penalty: 3423.321045
	Iteration 10Q: 3 clusters Score -3587296 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3587988.000000 Penalty: 3423.321045
	Iteration 11Q: 3 clusters Score -3587988 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3588319.500000 Penalty: 3423.321045
	Iteration 12Q: 3 clusters Score -3588320 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3588449.000000 Penalty: 3423.321045
	Iteration 13Q: 3 clusters Score -3588449 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3588570.750000 Penalty: 3423.321045
	Iteration 14Q: 3 clusters Score -3588571 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3588674.000000 Penalty: 3423.321045
	Iteration 15Q: 3 clusters Score -3588674 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3588727.750000 Penalty: 3423.321045
	Iteration 16Q: 3 clusters Score -3588728 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3588828.250000 Penalty: 3423.321045
	Iteration 17Q: 3 clusters Score -3588828 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3588904.500000 Penalty: 3423.321045
	Iteration 18Q: 3 clusters Score -3588904 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3588950.750000 Penalty: 3423.321045
	Iteration 19Q: 3 clusters Score -3588951 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3589021.500000 Penalty: 3423.321045
	Iteration 20F: 3 clusters Score -3589022 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3589095.500000 Penalty: 3423.321045
	Iteration 21Q: 3 clusters Score -3589096 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3589194.000000 Penalty: 3423.321045
	Iteration 22Q: 3 clusters Score -3589194 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3589286.250000 Penalty: 3423.321045
	Iteration 23Q: 3 clusters Score -3589286 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3589387.000000 Penalty: 3423.321045
	Iteration 24Q: 3 clusters Score -3589387 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3589480.750000 Penalty: 3423.321045
	Iteration 25Q: 3 clusters Score -3589481 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3589588.250000 Penalty: 3423.321045
	Iteration 26Q: 3 clusters Score -3589588 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3589691.750000 Penalty: 3423.321045
	Iteration 27Q: 3 clusters Score -3589692 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3589827.750000 Penalty: 3423.321045
	Iteration 28Q: 3 clusters Score -3589828 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3589971.000000 Penalty: 3423.321045
	Iteration 29Q: 3 clusters Score -3589971 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3590108.000000 Penalty: 3423.321045
	Iteration 30Q: 3 clusters Score -3590108 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3590260.000000 Penalty: 3423.321045
	Iteration 31Q: 3 clusters Score -3590260 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3590395.250000 Penalty: 3423.321045
	Iteration 32Q: 3 clusters Score -3590395 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3590575.250000 Penalty: 3423.321045
	Iteration 33Q: 3 clusters Score -3590575 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3590720.500000 Penalty: 3423.321045
	Iteration 34Q: 3 clusters Score -3590720 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3590943.000000 Penalty: 3423.321045
	Iteration 35Q: 3 clusters Score -3590943 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3591146.500000 Penalty: 3423.321045
	Iteration 36Q: 3 clusters Score -3591146 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3591432.000000 Penalty: 3423.321045
	Iteration 37Q: 3 clusters Score -3591432 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3591880.250000 Penalty: 3423.321045
	Iteration 38Q: 3 clusters Score -3591880 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3592279.000000 Penalty: 3423.321045
	Iteration 39Q: 3 clusters Score -3592279 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3592672.750000 Penalty: 3423.321045
	Iteration 40F: 3 clusters Score -3592673 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3592985.250000 Penalty: 3423.321045
	Iteration 41Q: 3 clusters Score -3592985 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3593234.250000 Penalty: 3423.321045
	Iteration 42Q: 3 clusters Score -3593234 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3593372.500000 Penalty: 3423.321045
	Iteration 43Q: 3 clusters Score -3593372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3593458.000000 Penalty: 3423.321045
	Iteration 44Q: 3 clusters Score -3593458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3593536.000000 Penalty: 3423.321045
	Iteration 45Q: 3 clusters Score -3593536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3593591.500000 Penalty: 3423.321045
	Iteration 46Q: 3 clusters Score -3593592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3593616.500000 Penalty: 3423.321045
	Iteration 47Q: 3 clusters Score -3593616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3593629.750000 Penalty: 3423.321045
	Iteration 48Q: 3 clusters Score -3593630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3593655.250000 Penalty: 3423.321045
	Iteration 49Q: 3 clusters Score -3593655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3593662.750000 Penalty: 3423.321045
	Iteration 50Q: 3 clusters Score -3593663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3593674.000000 Penalty: 3423.321045
	Iteration 51Q: 3 clusters Score -3593674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3593677.000000 Penalty: 3423.321045
	Iteration 52Q: 3 clusters Score -3593677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3593675.250000 Penalty: 3423.321045
	Iteration 53Q: 3 clusters Score -3593675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3593675.500000 Penalty: 3423.321045
	Iteration 54Q: 3 clusters Score -3593676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3593679.750000 Penalty: 3423.321045
	Iteration 55Q: 3 clusters Score -3593680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3593683.750000 Penalty: 3423.321045
	Iteration 56Q: 3 clusters Score -3593684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3593687.000000 Penalty: 3423.321045
	Iteration 57Q: 3 clusters Score -3593687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3593688.000000 Penalty: 3423.321045
	Iteration 58Q: 3 clusters Score -3593688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3593681.250000 Penalty: 3423.321045
	Iteration 59Q: 3 clusters Score -3593681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3593682.750000 Penalty: 3423.321045
	Iteration 60F: 3 clusters Score -3593683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3593683.000000 Penalty: 3423.321045
	Iteration 61Q: 3 clusters Score -3593683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3593683.000000 Penalty: 3423.321045
	Iteration 62Q: 3 clusters Score -3593683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3593684.500000 Penalty: 3423.321045
	Iteration 63Q: 3 clusters Score -3593684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3593682.500000 Penalty: 3423.321045
	Iteration 64Q: 3 clusters Score -3593682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3593685.750000 Penalty: 3423.321045
	Iteration 65Q: 3 clusters Score -3593686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3593685.750000 Penalty: 3423.321045
	Iteration 66F: 3 clusters Score -3593686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Entering Unmasked Estep 
Score: -1736616.625000 Penalty: 1588.359009
	Iteration 0F: 2 clusters Score -1736617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1724592.000000 Penalty: 3176.718018
	Iteration 0F: 3 clusters Score -1724592 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1729005.375000 Penalty: 3176.718018
	Iteration 1F: 3 clusters Score -1729005 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1729551.000000 Penalty: 3176.718018
	Iteration 2F: 3 clusters Score -1729551 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1730233.375000 Penalty: 3176.718018
	Iteration 3F: 3 clusters Score -1730233 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1731080.375000 Penalty: 3176.718018
	Iteration 4F: 3 clusters Score -1731080 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1732145.250000 Penalty: 3176.718018
	Iteration 5F: 3 clusters Score -1732145 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1733233.625000 Penalty: 3176.718018
	Iteration 6F: 3 clusters Score -1733234 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1734122.625000 Penalty: 3176.718018
	Iteration 7F: 3 clusters Score -1734123 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1734644.375000 Penalty: 3176.718018
	Iteration 8Q: 3 clusters Score -1734644 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1734935.125000 Penalty: 3176.718018
	Iteration 9Q: 3 clusters Score -1734935 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1735070.000000 Penalty: 3176.718018
	Iteration 10Q: 3 clusters Score -1735070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1735128.625000 Penalty: 3176.718018
	Iteration 11Q: 3 clusters Score -1735129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1735148.625000 Penalty: 3176.718018
	Iteration 12Q: 3 clusters Score -1735149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1735165.125000 Penalty: 3176.718018
	Iteration 13Q: 3 clusters Score -1735165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1735175.250000 Penalty: 3176.718018
	Iteration 14Q: 3 clusters Score -1735175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1735185.250000 Penalty: 3176.718018
	Iteration 15Q: 3 clusters Score -1735185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1735199.875000 Penalty: 3176.718018
	Iteration 16Q: 3 clusters Score -1735200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1735205.625000 Penalty: 3176.718018
	Iteration 17Q: 3 clusters Score -1735206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1735207.750000 Penalty: 3176.718018
	Iteration 18Q: 3 clusters Score -1735208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1735209.875000 Penalty: 3176.718018
	Iteration 19Q: 3 clusters Score -1735210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1735209.875000 Penalty: 3176.718018
	Iteration 20F: 3 clusters Score -1735210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -797391.500000 Penalty: 1466.695068
	Iteration 0F: 2 clusters Score -797391.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -791301.687500 Penalty: 2933.390137
	Iteration 0F: 3 clusters Score -791301.7 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -793210.250000 Penalty: 2933.390137
	Iteration 1F: 3 clusters Score -793210.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -793521.125000 Penalty: 2933.390137
	Iteration 2F: 3 clusters Score -793521.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -793794.437500 Penalty: 2933.390137
	Iteration 3F: 3 clusters Score -793794.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -794033.500000 Penalty: 2933.390137
	Iteration 4F: 3 clusters Score -794033.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -794268.000000 Penalty: 2933.390137
	Iteration 5Q: 3 clusters Score -794268 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -794487.562500 Penalty: 2933.390137
	Iteration 6Q: 3 clusters Score -794487.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -794746.375000 Penalty: 2933.390137
	Iteration 7Q: 3 clusters Score -794746.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -795021.687500 Penalty: 2933.390137
	Iteration 8Q: 3 clusters Score -795021.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -795317.312500 Penalty: 2933.390137
	Iteration 9Q: 3 clusters Score -795317.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -795590.375000 Penalty: 2933.390137
	Iteration 10Q: 3 clusters Score -795590.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -795792.500000 Penalty: 2933.390137
	Iteration 11Q: 3 clusters Score -795792.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -795911.625000 Penalty: 2933.390137
	Iteration 12Q: 3 clusters Score -795911.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -796008.187500 Penalty: 2933.390137
	Iteration 13Q: 3 clusters Score -796008.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -796080.500000 Penalty: 2933.390137
	Iteration 14Q: 3 clusters Score -796080.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -796170.187500 Penalty: 2933.390137
	Iteration 15Q: 3 clusters Score -796170.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -796282.812500 Penalty: 2933.390137
	Iteration 16Q: 3 clusters Score -796282.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -796405.687500 Penalty: 2933.390137
	Iteration 17Q: 3 clusters Score -796405.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -796498.062500 Penalty: 2933.390137
	Iteration 18Q: 3 clusters Score -796498.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -796542.812500 Penalty: 2933.390137
	Iteration 19Q: 3 clusters Score -796542.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -796571.062500 Penalty: 2933.390137
	Iteration 20F: 3 clusters Score -796571.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -796585.437500 Penalty: 2933.390137
	Iteration 21Q: 3 clusters Score -796585.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -796598.062500 Penalty: 2933.390137
	Iteration 22Q: 3 clusters Score -796598.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -796607.187500 Penalty: 2933.390137
	Iteration 23Q: 3 clusters Score -796607.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -796612.500000 Penalty: 2933.390137
	Iteration 24Q: 3 clusters Score -796612.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -796618.875000 Penalty: 2933.390137
	Iteration 25Q: 3 clusters Score -796618.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -796619.562500 Penalty: 2933.390137
	Iteration 26Q: 3 clusters Score -796619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -796622.187500 Penalty: 2933.390137
	Iteration 27Q: 3 clusters Score -796622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -796622.875000 Penalty: 2933.390137
	Iteration 28Q: 3 clusters Score -796622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -796623.000000 Penalty: 2933.390137
	Iteration 29Q: 3 clusters Score -796623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -796623.375000 Penalty: 2933.390137
	Iteration 30Q: 3 clusters Score -796623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -796624.750000 Penalty: 2933.390137
	Iteration 31Q: 3 clusters Score -796624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -796624.750000 Penalty: 2933.390137
	Iteration 32Q: 3 clusters Score -796624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -796625.937500 Penalty: 2933.390137
	Iteration 33Q: 3 clusters Score -796625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -796625.562500 Penalty: 2933.390137
	Iteration 34Q: 3 clusters Score -796625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -796625.562500 Penalty: 2933.390137
	Iteration 35F: 3 clusters Score -796625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Entering Unmasked Estep 
Score: -1835902.125000 Penalty: 1607.716431
	Iteration 0F: 2 clusters Score -1835902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1822334.875000 Penalty: 3215.432861
	Iteration 0F: 3 clusters Score -1822335 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1827285.500000 Penalty: 3215.432861
	Iteration 1F: 3 clusters Score -1827286 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1827599.375000 Penalty: 3215.432861
	Iteration 2Q: 3 clusters Score -1827599 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1827921.875000 Penalty: 3215.432861
	Iteration 3Q: 3 clusters Score -1827922 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1828224.000000 Penalty: 3215.432861
	Iteration 4Q: 3 clusters Score -1828224 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1828505.125000 Penalty: 3215.432861
	Iteration 5Q: 3 clusters Score -1828505 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1828787.625000 Penalty: 3215.432861
	Iteration 6Q: 3 clusters Score -1828788 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1829066.750000 Penalty: 3215.432861
	Iteration 7Q: 3 clusters Score -1829067 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1829362.250000 Penalty: 3215.432861
	Iteration 8Q: 3 clusters Score -1829362 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1829697.750000 Penalty: 3215.432861
	Iteration 9Q: 3 clusters Score -1829698 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1830101.500000 Penalty: 3215.432861
	Iteration 10Q: 3 clusters Score -1830102 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1830537.000000 Penalty: 3215.432861
	Iteration 11Q: 3 clusters Score -1830537 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1830917.750000 Penalty: 3215.432861
	Iteration 12Q: 3 clusters Score -1830918 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1831168.000000 Penalty: 3215.432861
	Iteration 13Q: 3 clusters Score -1831168 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1831302.000000 Penalty: 3215.432861
	Iteration 14Q: 3 clusters Score -1831302 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1831378.250000 Penalty: 3215.432861
	Iteration 15Q: 3 clusters Score -1831378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1831415.500000 Penalty: 3215.432861
	Iteration 16Q: 3 clusters Score -1831416 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1831453.375000 Penalty: 3215.432861
	Iteration 17Q: 3 clusters Score -1831453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1831475.000000 Penalty: 3215.432861
	Iteration 18Q: 3 clusters Score -1831475 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1831490.625000 Penalty: 3215.432861
	Iteration 19Q: 3 clusters Score -1831491 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1831511.000000 Penalty: 3215.432861
	Iteration 20F: 3 clusters Score -1831511 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1831540.750000 Penalty: 3215.432861
	Iteration 21Q: 3 clusters Score -1831541 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1831565.750000 Penalty: 3215.432861
	Iteration 22Q: 3 clusters Score -1831566 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1831587.750000 Penalty: 3215.432861
	Iteration 23Q: 3 clusters Score -1831588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1831605.625000 Penalty: 3215.432861
	Iteration 24Q: 3 clusters Score -1831606 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1831621.750000 Penalty: 3215.432861
	Iteration 25Q: 3 clusters Score -1831622 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1831644.000000 Penalty: 3215.432861
	Iteration 26Q: 3 clusters Score -1831644 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1831669.000000 Penalty: 3215.432861
	Iteration 27Q: 3 clusters Score -1831669 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1831684.625000 Penalty: 3215.432861
	Iteration 28Q: 3 clusters Score -1831685 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1831708.250000 Penalty: 3215.432861
	Iteration 29Q: 3 clusters Score -1831708 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1831734.500000 Penalty: 3215.432861
	Iteration 30Q: 3 clusters Score -1831734 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1831759.625000 Penalty: 3215.432861
	Iteration 31Q: 3 clusters Score -1831760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1831769.375000 Penalty: 3215.432861
	Iteration 32Q: 3 clusters Score -1831769 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1831780.625000 Penalty: 3215.432861
	Iteration 33Q: 3 clusters Score -1831781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1831799.625000 Penalty: 3215.432861
	Iteration 34Q: 3 clusters Score -1831800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1831813.375000 Penalty: 3215.432861
	Iteration 35Q: 3 clusters Score -1831813 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1831837.375000 Penalty: 3215.432861
	Iteration 36Q: 3 clusters Score -1831837 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1831854.500000 Penalty: 3215.432861
	Iteration 37Q: 3 clusters Score -1831854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1831875.125000 Penalty: 3215.432861
	Iteration 38Q: 3 clusters Score -1831875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1831891.125000 Penalty: 3215.432861
	Iteration 39Q: 3 clusters Score -1831891 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1831909.750000 Penalty: 3215.432861
	Iteration 40F: 3 clusters Score -1831910 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1831927.750000 Penalty: 3215.432861
	Iteration 41Q: 3 clusters Score -1831928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1831951.875000 Penalty: 3215.432861
	Iteration 42Q: 3 clusters Score -1831952 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1831973.125000 Penalty: 3215.432861
	Iteration 43Q: 3 clusters Score -1831973 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1832004.875000 Penalty: 3215.432861
	Iteration 44Q: 3 clusters Score -1832005 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1832026.875000 Penalty: 3215.432861
	Iteration 45Q: 3 clusters Score -1832027 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1832056.500000 Penalty: 3215.432861
	Iteration 46Q: 3 clusters Score -1832056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1832072.875000 Penalty: 3215.432861
	Iteration 47Q: 3 clusters Score -1832073 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1832098.250000 Penalty: 3215.432861
	Iteration 48Q: 3 clusters Score -1832098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1832120.875000 Penalty: 3215.432861
	Iteration 49Q: 3 clusters Score -1832121 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1832150.625000 Penalty: 3215.432861
	Iteration 50Q: 3 clusters Score -1832151 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1832172.125000 Penalty: 3215.432861
	Iteration 51Q: 3 clusters Score -1832172 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1832208.000000 Penalty: 3215.432861
	Iteration 52Q: 3 clusters Score -1832208 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1832245.500000 Penalty: 3215.432861
	Iteration 53Q: 3 clusters Score -1832246 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1832290.625000 Penalty: 3215.432861
	Iteration 54Q: 3 clusters Score -1832291 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1832334.375000 Penalty: 3215.432861
	Iteration 55Q: 3 clusters Score -1832334 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1832373.125000 Penalty: 3215.432861
	Iteration 56Q: 3 clusters Score -1832373 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1832427.750000 Penalty: 3215.432861
	Iteration 57Q: 3 clusters Score -1832428 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1832473.500000 Penalty: 3215.432861
	Iteration 58Q: 3 clusters Score -1832474 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1832544.250000 Penalty: 3215.432861
	Iteration 59Q: 3 clusters Score -1832544 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1832613.125000 Penalty: 3215.432861
	Iteration 60F: 3 clusters Score -1832613 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1832691.375000 Penalty: 3215.432861
	Iteration 61Q: 3 clusters Score -1832691 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1832776.000000 Penalty: 3215.432861
	Iteration 62Q: 3 clusters Score -1832776 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1832871.250000 Penalty: 3215.432861
	Iteration 63Q: 3 clusters Score -1832871 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1832967.500000 Penalty: 3215.432861
	Iteration 64Q: 3 clusters Score -1832968 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1833066.625000 Penalty: 3215.432861
	Iteration 65Q: 3 clusters Score -1833067 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1833169.625000 Penalty: 3215.432861
	Iteration 66Q: 3 clusters Score -1833170 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1833258.125000 Penalty: 3215.432861
	Iteration 67Q: 3 clusters Score -1833258 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1833374.000000 Penalty: 3215.432861
	Iteration 68Q: 3 clusters Score -1833374 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1833516.500000 Penalty: 3215.432861
	Iteration 69Q: 3 clusters Score -1833516 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1833649.125000 Penalty: 3215.432861
	Iteration 70Q: 3 clusters Score -1833649 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1833775.250000 Penalty: 3215.432861
	Iteration 71Q: 3 clusters Score -1833775 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1833917.625000 Penalty: 3215.432861
	Iteration 72Q: 3 clusters Score -1833918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1834045.750000 Penalty: 3215.432861
	Iteration 73Q: 3 clusters Score -1834046 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1834146.125000 Penalty: 3215.432861
	Iteration 74Q: 3 clusters Score -1834146 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1834219.875000 Penalty: 3215.432861
	Iteration 75Q: 3 clusters Score -1834220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1834277.000000 Penalty: 3215.432861
	Iteration 76Q: 3 clusters Score -1834277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1834323.000000 Penalty: 3215.432861
	Iteration 77Q: 3 clusters Score -1834323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1834354.875000 Penalty: 3215.432861
	Iteration 78Q: 3 clusters Score -1834355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1834389.875000 Penalty: 3215.432861
	Iteration 79Q: 3 clusters Score -1834390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1834417.000000 Penalty: 3215.432861
	Iteration 80F: 3 clusters Score -1834417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1834454.875000 Penalty: 3215.432861
	Iteration 81Q: 3 clusters Score -1834455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1834478.500000 Penalty: 3215.432861
	Iteration 82Q: 3 clusters Score -1834478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1834499.250000 Penalty: 3215.432861
	Iteration 83Q: 3 clusters Score -1834499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1834511.000000 Penalty: 3215.432861
	Iteration 84Q: 3 clusters Score -1834511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1834513.125000 Penalty: 3215.432861
	Iteration 85Q: 3 clusters Score -1834513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1834520.375000 Penalty: 3215.432861
	Iteration 86Q: 3 clusters Score -1834520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1834521.750000 Penalty: 3215.432861
	Iteration 87Q: 3 clusters Score -1834522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1834524.125000 Penalty: 3215.432861
	Iteration 88Q: 3 clusters Score -1834524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1834529.125000 Penalty: 3215.432861
	Iteration 89Q: 3 clusters Score -1834529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1834531.250000 Penalty: 3215.432861
	Iteration 90Q: 3 clusters Score -1834531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1834532.000000 Penalty: 3215.432861
	Iteration 91Q: 3 clusters Score -1834532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1834534.625000 Penalty: 3215.432861
	Iteration 92Q: 3 clusters Score -1834535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1834535.250000 Penalty: 3215.432861
	Iteration 93Q: 3 clusters Score -1834535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1834541.250000 Penalty: 3215.432861
	Iteration 94Q: 3 clusters Score -1834541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1834540.250000 Penalty: 3215.432861
	Iteration 95Q: 3 clusters Score -1834540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1834540.250000 Penalty: 3215.432861
	Iteration 96F: 3 clusters Score -1834540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 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 433 members 
Entering Unmasked Estep 
Score: -76130.304688 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76130.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76369.593750 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76369.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76445.265625 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -76445.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76476.562500 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76476.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76491.960938 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76491.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76502.070312 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76502.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76507.945312 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76507.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76509.945312 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76509.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76510.820312 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76510.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76511.882812 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -76511.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76513.859375 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -76513.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76513.859375 Penalty: 2196.002930
	Iteration 11F: 3 clusters Score -76513.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Entering Unmasked Estep 
Score: -1284923.000000 Penalty: 1542.752930
	Iteration 0F: 2 clusters Score -1284923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1275610.000000 Penalty: 3085.505859
	Iteration 0F: 3 clusters Score -1275610 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1278700.375000 Penalty: 3085.505859
	Iteration 1F: 3 clusters Score -1278700 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1278949.250000 Penalty: 3085.505859
	Iteration 2F: 3 clusters Score -1278949 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1279149.125000 Penalty: 3085.505859
	Iteration 3Q: 3 clusters Score -1279149 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1279338.875000 Penalty: 3085.505859
	Iteration 4Q: 3 clusters Score -1279339 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1279524.250000 Penalty: 3085.505859
	Iteration 5Q: 3 clusters Score -1279524 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1279698.750000 Penalty: 3085.505859
	Iteration 6Q: 3 clusters Score -1279699 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1279884.625000 Penalty: 3085.505859
	Iteration 7Q: 3 clusters Score -1279885 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1280104.750000 Penalty: 3085.505859
	Iteration 8Q: 3 clusters Score -1280105 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1280354.500000 Penalty: 3085.505859
	Iteration 9Q: 3 clusters Score -1280354 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1280644.875000 Penalty: 3085.505859
	Iteration 10Q: 3 clusters Score -1280645 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1280928.000000 Penalty: 3085.505859
	Iteration 11Q: 3 clusters Score -1280928 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1281233.875000 Penalty: 3085.505859
	Iteration 12Q: 3 clusters Score -1281234 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1281519.750000 Penalty: 3085.505859
	Iteration 13Q: 3 clusters Score -1281520 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1281779.875000 Penalty: 3085.505859
	Iteration 14Q: 3 clusters Score -1281780 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1281986.125000 Penalty: 3085.505859
	Iteration 15Q: 3 clusters Score -1281986 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1282101.375000 Penalty: 3085.505859
	Iteration 16Q: 3 clusters Score -1282101 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1282175.375000 Penalty: 3085.505859
	Iteration 17Q: 3 clusters Score -1282175 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1282236.750000 Penalty: 3085.505859
	Iteration 18Q: 3 clusters Score -1282237 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1282281.625000 Penalty: 3085.505859
	Iteration 19Q: 3 clusters Score -1282282 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1282330.250000 Penalty: 3085.505859
	Iteration 20F: 3 clusters Score -1282330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1282365.625000 Penalty: 3085.505859
	Iteration 21Q: 3 clusters Score -1282366 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1282406.375000 Penalty: 3085.505859
	Iteration 22Q: 3 clusters Score -1282406 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1282439.875000 Penalty: 3085.505859
	Iteration 23Q: 3 clusters Score -1282440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1282476.500000 Penalty: 3085.505859
	Iteration 24Q: 3 clusters Score -1282476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1282503.750000 Penalty: 3085.505859
	Iteration 25Q: 3 clusters Score -1282504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1282529.875000 Penalty: 3085.505859
	Iteration 26Q: 3 clusters Score -1282530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1282560.000000 Penalty: 3085.505859
	Iteration 27Q: 3 clusters Score -1282560 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1282587.750000 Penalty: 3085.505859
	Iteration 28Q: 3 clusters Score -1282588 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1282618.125000 Penalty: 3085.505859
	Iteration 29Q: 3 clusters Score -1282618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1282640.000000 Penalty: 3085.505859
	Iteration 30Q: 3 clusters Score -1282640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1282667.625000 Penalty: 3085.505859
	Iteration 31Q: 3 clusters Score -1282668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1282694.750000 Penalty: 3085.505859
	Iteration 32Q: 3 clusters Score -1282695 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1282718.875000 Penalty: 3085.505859
	Iteration 33Q: 3 clusters Score -1282719 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1282745.250000 Penalty: 3085.505859
	Iteration 34Q: 3 clusters Score -1282745 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1282778.500000 Penalty: 3085.505859
	Iteration 35Q: 3 clusters Score -1282778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1282816.875000 Penalty: 3085.505859
	Iteration 36Q: 3 clusters Score -1282817 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1282877.500000 Penalty: 3085.505859
	Iteration 37Q: 3 clusters Score -1282878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1282940.625000 Penalty: 3085.505859
	Iteration 38Q: 3 clusters Score -1282941 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1283008.500000 Penalty: 3085.505859
	Iteration 39Q: 3 clusters Score -1283008 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1283065.625000 Penalty: 3085.505859
	Iteration 40F: 3 clusters Score -1283066 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1283108.500000 Penalty: 3085.505859
	Iteration 41Q: 3 clusters Score -1283108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1283151.375000 Penalty: 3085.505859
	Iteration 42Q: 3 clusters Score -1283151 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1283201.000000 Penalty: 3085.505859
	Iteration 43Q: 3 clusters Score -1283201 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1283257.250000 Penalty: 3085.505859
	Iteration 44Q: 3 clusters Score -1283257 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1283306.250000 Penalty: 3085.505859
	Iteration 45Q: 3 clusters Score -1283306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1283344.750000 Penalty: 3085.505859
	Iteration 46Q: 3 clusters Score -1283345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1283367.750000 Penalty: 3085.505859
	Iteration 47Q: 3 clusters Score -1283368 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1283386.625000 Penalty: 3085.505859
	Iteration 48Q: 3 clusters Score -1283387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1283413.750000 Penalty: 3085.505859
	Iteration 49Q: 3 clusters Score -1283414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1283442.500000 Penalty: 3085.505859
	Iteration 50Q: 3 clusters Score -1283442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1283464.125000 Penalty: 3085.505859
	Iteration 51Q: 3 clusters Score -1283464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1283477.000000 Penalty: 3085.505859
	Iteration 52Q: 3 clusters Score -1283477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1283494.000000 Penalty: 3085.505859
	Iteration 53Q: 3 clusters Score -1283494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1283507.000000 Penalty: 3085.505859
	Iteration 54Q: 3 clusters Score -1283507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1283519.000000 Penalty: 3085.505859
	Iteration 55Q: 3 clusters Score -1283519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1283527.250000 Penalty: 3085.505859
	Iteration 56Q: 3 clusters Score -1283527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1283528.750000 Penalty: 3085.505859
	Iteration 57Q: 3 clusters Score -1283529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1283535.875000 Penalty: 3085.505859
	Iteration 58Q: 3 clusters Score -1283536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1283540.875000 Penalty: 3085.505859
	Iteration 59Q: 3 clusters Score -1283541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1283547.125000 Penalty: 3085.505859
	Iteration 60F: 3 clusters Score -1283547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1283548.750000 Penalty: 3085.505859
	Iteration 61Q: 3 clusters Score -1283549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1283552.875000 Penalty: 3085.505859
	Iteration 62Q: 3 clusters Score -1283553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1283559.250000 Penalty: 3085.505859
	Iteration 63Q: 3 clusters Score -1283559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1283558.375000 Penalty: 3085.505859
	Iteration 64Q: 3 clusters Score -1283558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1283560.250000 Penalty: 3085.505859
	Iteration 65Q: 3 clusters Score -1283560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1283562.750000 Penalty: 3085.505859
	Iteration 66Q: 3 clusters Score -1283563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1283564.125000 Penalty: 3085.505859
	Iteration 67Q: 3 clusters Score -1283564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1283565.750000 Penalty: 3085.505859
	Iteration 68Q: 3 clusters Score -1283566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1283566.250000 Penalty: 3085.505859
	Iteration 69Q: 3 clusters Score -1283566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1283567.125000 Penalty: 3085.505859
	Iteration 70Q: 3 clusters Score -1283567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1283567.625000 Penalty: 3085.505859
	Iteration 71Q: 3 clusters Score -1283568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1283567.625000 Penalty: 3085.505859
	Iteration 72F: 3 clusters Score -1283568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Entering Unmasked Estep 
Score: -813924.312500 Penalty: 1486.815552
	Iteration 0F: 2 clusters Score -813924.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -807093.500000 Penalty: 2973.631104
	Iteration 0F: 3 clusters Score -807093.5 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -809477.875000 Penalty: 2973.631104
	Iteration 1F: 3 clusters Score -809477.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -809800.875000 Penalty: 2973.631104
	Iteration 2F: 3 clusters Score -809800.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -810064.125000 Penalty: 2973.631104
	Iteration 3F: 3 clusters Score -810064.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -810300.625000 Penalty: 2973.631104
	Iteration 4Q: 3 clusters Score -810300.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -810548.187500 Penalty: 2973.631104
	Iteration 5Q: 3 clusters Score -810548.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -810832.312500 Penalty: 2973.631104
	Iteration 6Q: 3 clusters Score -810832.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -811122.062500 Penalty: 2973.631104
	Iteration 7Q: 3 clusters Score -811122.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -811394.812500 Penalty: 2973.631104
	Iteration 8Q: 3 clusters Score -811394.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -811610.000000 Penalty: 2973.631104
	Iteration 9Q: 3 clusters Score -811610 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -811780.125000 Penalty: 2973.631104
	Iteration 10Q: 3 clusters Score -811780.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -811902.437500 Penalty: 2973.631104
	Iteration 11Q: 3 clusters Score -811902.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -812012.875000 Penalty: 2973.631104
	Iteration 12Q: 3 clusters Score -812012.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -812108.125000 Penalty: 2973.631104
	Iteration 13Q: 3 clusters Score -812108.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -812185.125000 Penalty: 2973.631104
	Iteration 14Q: 3 clusters Score -812185.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -812263.125000 Penalty: 2973.631104
	Iteration 15Q: 3 clusters Score -812263.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -812329.125000 Penalty: 2973.631104
	Iteration 16Q: 3 clusters Score -812329.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -812395.437500 Penalty: 2973.631104
	Iteration 17Q: 3 clusters Score -812395.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -812454.500000 Penalty: 2973.631104
	Iteration 18Q: 3 clusters Score -812454.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -812509.687500 Penalty: 2973.631104
	Iteration 19Q: 3 clusters Score -812509.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -812549.750000 Penalty: 2973.631104
	Iteration 20F: 3 clusters Score -812549.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -812586.937500 Penalty: 2973.631104
	Iteration 21Q: 3 clusters Score -812586.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -812621.500000 Penalty: 2973.631104
	Iteration 22Q: 3 clusters Score -812621.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -812658.437500 Penalty: 2973.631104
	Iteration 23Q: 3 clusters Score -812658.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -812691.187500 Penalty: 2973.631104
	Iteration 24Q: 3 clusters Score -812691.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -812724.562500 Penalty: 2973.631104
	Iteration 25Q: 3 clusters Score -812724.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -812753.562500 Penalty: 2973.631104
	Iteration 26Q: 3 clusters Score -812753.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -812773.125000 Penalty: 2973.631104
	Iteration 27Q: 3 clusters Score -812773.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -812781.500000 Penalty: 2973.631104
	Iteration 28Q: 3 clusters Score -812781.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -812792.125000 Penalty: 2973.631104
	Iteration 29Q: 3 clusters Score -812792.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -812800.687500 Penalty: 2973.631104
	Iteration 30Q: 3 clusters Score -812800.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -812805.812500 Penalty: 2973.631104
	Iteration 31Q: 3 clusters Score -812805.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -812817.375000 Penalty: 2973.631104
	Iteration 32Q: 3 clusters Score -812817.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -812829.312500 Penalty: 2973.631104
	Iteration 33Q: 3 clusters Score -812829.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -812838.625000 Penalty: 2973.631104
	Iteration 34Q: 3 clusters Score -812838.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -812842.312500 Penalty: 2973.631104
	Iteration 35Q: 3 clusters Score -812842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -812846.125000 Penalty: 2973.631104
	Iteration 36Q: 3 clusters Score -812846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -812849.125000 Penalty: 2973.631104
	Iteration 37Q: 3 clusters Score -812849.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -812855.312500 Penalty: 2973.631104
	Iteration 38Q: 3 clusters Score -812855.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -812863.125000 Penalty: 2973.631104
	Iteration 39Q: 3 clusters Score -812863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -812868.312500 Penalty: 2973.631104
	Iteration 40F: 3 clusters Score -812868.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -812872.187500 Penalty: 2973.631104
	Iteration 41Q: 3 clusters Score -812872.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -812875.562500 Penalty: 2973.631104
	Iteration 42Q: 3 clusters Score -812875.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -812879.625000 Penalty: 2973.631104
	Iteration 43Q: 3 clusters Score -812879.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -812883.562500 Penalty: 2973.631104
	Iteration 44Q: 3 clusters Score -812883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -812887.937500 Penalty: 2973.631104
	Iteration 45Q: 3 clusters Score -812887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -812891.312500 Penalty: 2973.631104
	Iteration 46Q: 3 clusters Score -812891.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -812894.437500 Penalty: 2973.631104
	Iteration 47Q: 3 clusters Score -812894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -812898.875000 Penalty: 2973.631104
	Iteration 48Q: 3 clusters Score -812898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -812902.000000 Penalty: 2973.631104
	Iteration 49Q: 3 clusters Score -812902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -812904.812500 Penalty: 2973.631104
	Iteration 50Q: 3 clusters Score -812904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -812905.187500 Penalty: 2973.631104
	Iteration 51Q: 3 clusters Score -812905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -812907.562500 Penalty: 2973.631104
	Iteration 52Q: 3 clusters Score -812907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -812908.875000 Penalty: 2973.631104
	Iteration 53Q: 3 clusters Score -812908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -812909.375000 Penalty: 2973.631104
	Iteration 54Q: 3 clusters Score -812909.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -812910.812500 Penalty: 2973.631104
	Iteration 55Q: 3 clusters Score -812910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -812910.062500 Penalty: 2973.631104
	Iteration 56Q: 3 clusters Score -812910.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -812912.312500 Penalty: 2973.631104
	Iteration 57Q: 3 clusters Score -812912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -812912.625000 Penalty: 2973.631104
	Iteration 58Q: 3 clusters Score -812912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -812912.750000 Penalty: 2973.631104
	Iteration 59Q: 3 clusters Score -812912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -812912.750000 Penalty: 2973.631104
	Iteration 60F: 3 clusters Score -812912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -159961.218750 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -159961.2 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 892 members 
Entering Unmasked Estep 
Score: -157981.859375 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -157981.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -158459.500000 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -158459.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -158608.343750 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -158608.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -158712.703125 Penalty: 2430.955811
	Iteration 3F: 3 clusters Score -158712.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -158782.296875 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -158782.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -158838.250000 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -158838.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -158877.531250 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -158877.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -158906.578125 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -158906.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -158938.203125 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -158938.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -158965.312500 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -158965.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -158990.640625 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -158990.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -159008.390625 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -159008.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -159026.562500 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -159026.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -159038.828125 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -159038.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -159049.843750 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -159049.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -159062.828125 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -159062.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -159071.937500 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -159071.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -159081.593750 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -159081.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -159090.546875 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -159090.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -159095.921875 Penalty: 2430.955811
	Iteration 19Q: 3 clusters Score -159095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -159097.468750 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -159097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -159098.640625 Penalty: 2430.955811
	Iteration 21Q: 3 clusters Score -159098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -159100.312500 Penalty: 2430.955811
	Iteration 22Q: 3 clusters Score -159100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -159103.281250 Penalty: 2430.955811
	Iteration 23Q: 3 clusters Score -159103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -159104.921875 Penalty: 2430.955811
	Iteration 24Q: 3 clusters Score -159104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -159106.031250 Penalty: 2430.955811
	Iteration 25Q: 3 clusters Score -159106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -159106.031250 Penalty: 2430.955811
	Iteration 26F: 3 clusters Score -159106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Entering Unmasked Estep 
Score: -222169.546875 Penalty: 1277.655762
	Iteration 0F: 2 clusters Score -222169.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -219745.234375 Penalty: 2555.311523
	Iteration 0F: 3 clusters Score -219745.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -220387.843750 Penalty: 2555.311523
	Iteration 1F: 3 clusters Score -220387.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -220561.750000 Penalty: 2555.311523
	Iteration 2F: 3 clusters Score -220561.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -220653.000000 Penalty: 2555.311523
	Iteration 3F: 3 clusters Score -220653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -220722.671875 Penalty: 2555.311523
	Iteration 4Q: 3 clusters Score -220722.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -220808.906250 Penalty: 2555.311523
	Iteration 5Q: 3 clusters Score -220808.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -220888.343750 Penalty: 2555.311523
	Iteration 6Q: 3 clusters Score -220888.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -220959.359375 Penalty: 2555.311523
	Iteration 7Q: 3 clusters Score -220959.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -221015.406250 Penalty: 2555.311523
	Iteration 8Q: 3 clusters Score -221015.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -221060.203125 Penalty: 2555.311523
	Iteration 9Q: 3 clusters Score -221060.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -221104.734375 Penalty: 2555.311523
	Iteration 10Q: 3 clusters Score -221104.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -221143.953125 Penalty: 2555.311523
	Iteration 11Q: 3 clusters Score -221144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -221176.765625 Penalty: 2555.311523
	Iteration 12Q: 3 clusters Score -221176.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -221221.218750 Penalty: 2555.311523
	Iteration 13Q: 3 clusters Score -221221.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -221312.437500 Penalty: 2555.311523
	Iteration 14Q: 3 clusters Score -221312.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -221396.000000 Penalty: 2555.311523
	Iteration 15Q: 3 clusters Score -221396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -221474.968750 Penalty: 2555.311523
	Iteration 16Q: 3 clusters Score -221475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -221566.296875 Penalty: 2555.311523
	Iteration 17Q: 3 clusters Score -221566.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -221627.421875 Penalty: 2555.311523
	Iteration 18Q: 3 clusters Score -221627.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -221665.234375 Penalty: 2555.311523
	Iteration 19Q: 3 clusters Score -221665.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -221723.640625 Penalty: 2555.311523
	Iteration 20F: 3 clusters Score -221723.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -221841.281250 Penalty: 2555.311523
	Iteration 21Q: 3 clusters Score -221841.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -221913.515625 Penalty: 2555.311523
	Iteration 22Q: 3 clusters Score -221913.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -221957.828125 Penalty: 2555.311523
	Iteration 23Q: 3 clusters Score -221957.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -222006.578125 Penalty: 2555.311523
	Iteration 24Q: 3 clusters Score -222006.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -222039.765625 Penalty: 2555.311523
	Iteration 25Q: 3 clusters Score -222039.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -222062.359375 Penalty: 2555.311523
	Iteration 26Q: 3 clusters Score -222062.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -222076.359375 Penalty: 2555.311523
	Iteration 27Q: 3 clusters Score -222076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -222083.406250 Penalty: 2555.311523
	Iteration 28Q: 3 clusters Score -222083.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -222102.187500 Penalty: 2555.311523
	Iteration 29Q: 3 clusters Score -222102.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -222123.187500 Penalty: 2555.311523
	Iteration 30Q: 3 clusters Score -222123.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -222150.078125 Penalty: 2555.311523
	Iteration 31Q: 3 clusters Score -222150.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -222169.390625 Penalty: 2555.311523
	Iteration 32Q: 3 clusters Score -222169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -222176.546875 Penalty: 2555.311523
	Iteration 33Q: 3 clusters Score -222176.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -222189.437500 Penalty: 2555.311523
	Iteration 34Q: 3 clusters Score -222189.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -222197.140625 Penalty: 2555.311523
	Iteration 35Q: 3 clusters Score -222197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -222201.062500 Penalty: 2555.311523
	Iteration 36Q: 3 clusters Score -222201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -222202.062500 Penalty: 2555.311523
	Iteration 37Q: 3 clusters Score -222202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -222202.062500 Penalty: 2555.311523
	Iteration 38F: 3 clusters Score -222202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2800 members 
Mstep: Class 3 contains 37347 members 
Mstep: Class 4 contains 40780 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45070 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 17580 members 
Mstep: Class 12 contains 8315 members 
Mstep: Class 13 contains 19804 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 9411 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40881 members 
Mstep: Class 21 contains 24343 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20491 members 
Mstep: Class 30 contains 24804 members 
Mstep: Class 31 contains 4682 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3752 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 19924 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 35982 members 
Mstep: Class 44 contains 23744 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5025 members 
Mstep: Class 48 contains 1937 members 
Entering Unmasked Estep 
Score: -49783068.000000 Penalty: 103005.007812
Splitting cluster 18 changes total score from -49783972.000000 to -49783068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -418949.843750 Penalty: 1365.326172
	Iteration 0F: 2 clusters Score -418949.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -415346.718750 Penalty: 2730.652344
	Iteration 0F: 3 clusters Score -415346.7 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -416282.062500 Penalty: 2730.652344
	Iteration 1F: 3 clusters Score -416282.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -416543.562500 Penalty: 2730.652344
	Iteration 2F: 3 clusters Score -416543.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -416743.687500 Penalty: 2730.652344
	Iteration 3F: 3 clusters Score -416743.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -416899.156250 Penalty: 2730.652344
	Iteration 4F: 3 clusters Score -416899.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -417015.562500 Penalty: 2730.652344
	Iteration 5Q: 3 clusters Score -417015.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -417120.718750 Penalty: 2730.652344
	Iteration 6Q: 3 clusters Score -417120.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -417223.031250 Penalty: 2730.652344
	Iteration 7Q: 3 clusters Score -417223 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -417311.000000 Penalty: 2730.652344
	Iteration 8Q: 3 clusters Score -417311 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -417387.937500 Penalty: 2730.652344
	Iteration 9Q: 3 clusters Score -417387.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -417454.187500 Penalty: 2730.652344
	Iteration 10Q: 3 clusters Score -417454.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -417528.281250 Penalty: 2730.652344
	Iteration 11Q: 3 clusters Score -417528.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -417628.250000 Penalty: 2730.652344
	Iteration 12Q: 3 clusters Score -417628.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -417752.218750 Penalty: 2730.652344
	Iteration 13Q: 3 clusters Score -417752.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -417875.125000 Penalty: 2730.652344
	Iteration 14Q: 3 clusters Score -417875.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -417958.625000 Penalty: 2730.652344
	Iteration 15Q: 3 clusters Score -417958.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -418023.593750 Penalty: 2730.652344
	Iteration 16Q: 3 clusters Score -418023.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -418070.906250 Penalty: 2730.652344
	Iteration 17Q: 3 clusters Score -418070.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -418092.000000 Penalty: 2730.652344
	Iteration 18Q: 3 clusters Score -418092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -418108.031250 Penalty: 2730.652344
	Iteration 19Q: 3 clusters Score -418108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -418115.968750 Penalty: 2730.652344
	Iteration 20F: 3 clusters Score -418116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -418125.125000 Penalty: 2730.652344
	Iteration 21Q: 3 clusters Score -418125.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -418134.750000 Penalty: 2730.652344
	Iteration 22Q: 3 clusters Score -418134.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -418146.218750 Penalty: 2730.652344
	Iteration 23Q: 3 clusters Score -418146.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -418157.531250 Penalty: 2730.652344
	Iteration 24Q: 3 clusters Score -418157.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -418172.718750 Penalty: 2730.652344
	Iteration 25Q: 3 clusters Score -418172.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -418186.218750 Penalty: 2730.652344
	Iteration 26Q: 3 clusters Score -418186.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -418198.906250 Penalty: 2730.652344
	Iteration 27Q: 3 clusters Score -418198.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -418210.218750 Penalty: 2730.652344
	Iteration 28Q: 3 clusters Score -418210.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -418215.750000 Penalty: 2730.652344
	Iteration 29Q: 3 clusters Score -418215.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -418221.843750 Penalty: 2730.652344
	Iteration 30Q: 3 clusters Score -418221.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -418229.000000 Penalty: 2730.652344
	Iteration 31Q: 3 clusters Score -418229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -418236.437500 Penalty: 2730.652344
	Iteration 32Q: 3 clusters Score -418236.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -418240.500000 Penalty: 2730.652344
	Iteration 33Q: 3 clusters Score -418240.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -418246.656250 Penalty: 2730.652344
	Iteration 34Q: 3 clusters Score -418246.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -418252.562500 Penalty: 2730.652344
	Iteration 35Q: 3 clusters Score -418252.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -418257.062500 Penalty: 2730.652344
	Iteration 36Q: 3 clusters Score -418257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -418257.906250 Penalty: 2730.652344
	Iteration 37Q: 3 clusters Score -418257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -418260.156250 Penalty: 2730.652344
	Iteration 38Q: 3 clusters Score -418260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -418259.625000 Penalty: 2730.652344
	Iteration 39Q: 3 clusters Score -418259.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -418262.687500 Penalty: 2730.652344
	Iteration 40F: 3 clusters Score -418262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -418264.093750 Penalty: 2730.652344
	Iteration 41Q: 3 clusters Score -418264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -418265.625000 Penalty: 2730.652344
	Iteration 42Q: 3 clusters Score -418265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -418265.062500 Penalty: 2730.652344
	Iteration 43Q: 3 clusters Score -418265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -418265.906250 Penalty: 2730.652344
	Iteration 44Q: 3 clusters Score -418265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -418266.531250 Penalty: 2730.652344
	Iteration 45Q: 3 clusters Score -418266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -418267.875000 Penalty: 2730.652344
	Iteration 46Q: 3 clusters Score -418267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -418268.281250 Penalty: 2730.652344
	Iteration 47Q: 3 clusters Score -418268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -418268.156250 Penalty: 2730.652344
	Iteration 48Q: 3 clusters Score -418268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -418268.156250 Penalty: 2730.652344
	Iteration 49F: 3 clusters Score -418268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Entering Unmasked Estep 
Score: -3922878.500000 Penalty: 1725.493408
	Iteration 0F: 2 clusters Score -3922878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3898511.000000 Penalty: 3450.986816
	Iteration 0F: 3 clusters Score -3898511 nChanged 18991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3909357.000000 Penalty: 3450.986816
	Iteration 1F: 3 clusters Score -3909357 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3909784.500000 Penalty: 3450.986816
	Iteration 2Q: 3 clusters Score -3909784 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3910267.750000 Penalty: 3450.986816
	Iteration 3Q: 3 clusters Score -3910268 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3910797.000000 Penalty: 3450.986816
	Iteration 4Q: 3 clusters Score -3910797 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3911492.500000 Penalty: 3450.986816
	Iteration 5Q: 3 clusters Score -3911492 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3912583.750000 Penalty: 3450.986816
	Iteration 6F: 3 clusters Score -3912584 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3914147.500000 Penalty: 3450.986816
	Iteration 7F: 3 clusters Score -3914148 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3916168.000000 Penalty: 3450.986816
	Iteration 8F: 3 clusters Score -3916168 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -3918453.000000 Penalty: 3450.986816
	Iteration 9F: 3 clusters Score -3918453 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -3920176.750000 Penalty: 3450.986816
	Iteration 10F: 3 clusters Score -3920177 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -3921224.500000 Penalty: 3450.986816
	Iteration 11Q: 3 clusters Score -3921224 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -3921676.750000 Penalty: 3450.986816
	Iteration 12Q: 3 clusters Score -3921677 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -3921823.250000 Penalty: 3450.986816
	Iteration 13Q: 3 clusters Score -3921823 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -3921871.750000 Penalty: 3450.986816
	Iteration 14Q: 3 clusters Score -3921872 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -3921903.500000 Penalty: 3450.986816
	Iteration 15Q: 3 clusters Score -3921904 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -3921905.500000 Penalty: 3450.986816
	Iteration 16Q: 3 clusters Score -3921906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -3921885.000000 Penalty: 3450.986816
	Iteration 17Q: 3 clusters Score -3921885 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -3921849.500000 Penalty: 3450.986816
	Iteration 18Q: 3 clusters Score -3921850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -3921855.750000 Penalty: 3450.986816
	Iteration 19Q: 3 clusters Score -3921856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -3921851.750000 Penalty: 3450.986816
	Iteration 20F: 3 clusters Score -3921852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -3921858.750000 Penalty: 3450.986816
	Iteration 21Q: 3 clusters Score -3921859 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -3921843.500000 Penalty: 3450.986816
	Iteration 22Q: 3 clusters Score -3921844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -3921833.250000 Penalty: 3450.986816
	Iteration 23Q: 3 clusters Score -3921833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -3921823.250000 Penalty: 3450.986816
	Iteration 24Q: 3 clusters Score -3921823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -3921826.750000 Penalty: 3450.986816
	Iteration 25Q: 3 clusters Score -3921827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -3921817.750000 Penalty: 3450.986816
	Iteration 26Q: 3 clusters Score -3921818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -3921813.750000 Penalty: 3450.986816
	Iteration 27Q: 3 clusters Score -3921814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -3921818.250000 Penalty: 3450.986816
	Iteration 28Q: 3 clusters Score -3921818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -3921812.250000 Penalty: 3450.986816
	Iteration 29Q: 3 clusters Score -3921812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -3921806.000000 Penalty: 3450.986816
	Iteration 30Q: 3 clusters Score -3921806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -3921807.250000 Penalty: 3450.986816
	Iteration 31Q: 3 clusters Score -3921807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -3921804.750000 Penalty: 3450.986816
	Iteration 32Q: 3 clusters Score -3921805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -3921802.250000 Penalty: 3450.986816
	Iteration 33Q: 3 clusters Score -3921802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -3921809.250000 Penalty: 3450.986816
	Iteration 34Q: 3 clusters Score -3921809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -3921808.750000 Penalty: 3450.986816
	Iteration 35Q: 3 clusters Score -3921809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -3921807.250000 Penalty: 3450.986816
	Iteration 36Q: 3 clusters Score -3921807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -3921813.000000 Penalty: 3450.986816
	Iteration 37Q: 3 clusters Score -3921813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -3921808.000000 Penalty: 3450.986816
	Iteration 38Q: 3 clusters Score -3921808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -3921807.250000 Penalty: 3450.986816
	Iteration 39Q: 3 clusters Score -3921807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -3921804.500000 Penalty: 3450.986816
	Iteration 40F: 3 clusters Score -3921804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -3921805.250000 Penalty: 3450.986816
	Iteration 41Q: 3 clusters Score -3921805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -3921806.250000 Penalty: 3450.986816
	Iteration 42Q: 3 clusters Score -3921806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -3921810.250000 Penalty: 3450.986816
	Iteration 43Q: 3 clusters Score -3921810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -3921807.000000 Penalty: 3450.986816
	Iteration 44Q: 3 clusters Score -3921807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -3921803.500000 Penalty: 3450.986816
	Iteration 45Q: 3 clusters Score -3921804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -3921806.500000 Penalty: 3450.986816
	Iteration 46Q: 3 clusters Score -3921806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -3921801.500000 Penalty: 3450.986816
	Iteration 47Q: 3 clusters Score -3921802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -3921798.750000 Penalty: 3450.986816
	Iteration 48Q: 3 clusters Score -3921799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -3921794.500000 Penalty: 3450.986816
	Iteration 49Q: 3 clusters Score -3921794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -3921792.000000 Penalty: 3450.986816
	Iteration 50Q: 3 clusters Score -3921792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -3921783.250000 Penalty: 3450.986816
	Iteration 51Q: 3 clusters Score -3921783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -3921785.250000 Penalty: 3450.986816
	Iteration 52Q: 3 clusters Score -3921785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -3921788.500000 Penalty: 3450.986816
	Iteration 53Q: 3 clusters Score -3921788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -3921792.000000 Penalty: 3450.986816
	Iteration 54Q: 3 clusters Score -3921792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -3921796.250000 Penalty: 3450.986816
	Iteration 55Q: 3 clusters Score -3921796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -3921790.750000 Penalty: 3450.986816
	Iteration 56Q: 3 clusters Score -3921791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -3921794.000000 Penalty: 3450.986816
	Iteration 57Q: 3 clusters Score -3921794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -3921798.000000 Penalty: 3450.986816
	Iteration 58Q: 3 clusters Score -3921798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -3921796.750000 Penalty: 3450.986816
	Iteration 59Q: 3 clusters Score -3921797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -3921798.500000 Penalty: 3450.986816
	Iteration 60F: 3 clusters Score -3921798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -3921801.000000 Penalty: 3450.986816
	Iteration 61Q: 3 clusters Score -3921801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -3921801.000000 Penalty: 3450.986816
	Iteration 62F: 3 clusters Score -3921801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Entering Unmasked Estep 
Score: -2400029.500000 Penalty: 1641.249878
	Iteration 0F: 2 clusters Score -2400030 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 12184 members 
Entering Unmasked Estep 
Score: -2383631.500000 Penalty: 3282.499756
	Iteration 0F: 3 clusters Score -2383632 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2389696.000000 Penalty: 3282.499756
	Iteration 1F: 3 clusters Score -2389696 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2390014.500000 Penalty: 3282.499756
	Iteration 2Q: 3 clusters Score -2390014 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2390280.250000 Penalty: 3282.499756
	Iteration 3Q: 3 clusters Score -2390280 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2390573.750000 Penalty: 3282.499756
	Iteration 4Q: 3 clusters Score -2390574 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2390908.750000 Penalty: 3282.499756
	Iteration 5Q: 3 clusters Score -2390909 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2391317.750000 Penalty: 3282.499756
	Iteration 6Q: 3 clusters Score -2391318 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2391898.250000 Penalty: 3282.499756
	Iteration 7Q: 3 clusters Score -2391898 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2392836.250000 Penalty: 3282.499756
	Iteration 8F: 3 clusters Score -2392836 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2394289.500000 Penalty: 3282.499756
	Iteration 9F: 3 clusters Score -2394290 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2396042.500000 Penalty: 3282.499756
	Iteration 10F: 3 clusters Score -2396042 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2396993.000000 Penalty: 3282.499756
	Iteration 11F: 3 clusters Score -2396993 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2397294.250000 Penalty: 3282.499756
	Iteration 12Q: 3 clusters Score -2397294 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2397415.250000 Penalty: 3282.499756
	Iteration 13Q: 3 clusters Score -2397415 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2397488.250000 Penalty: 3282.499756
	Iteration 14Q: 3 clusters Score -2397488 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2397545.250000 Penalty: 3282.499756
	Iteration 15Q: 3 clusters Score -2397545 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2397564.250000 Penalty: 3282.499756
	Iteration 16Q: 3 clusters Score -2397564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2397577.750000 Penalty: 3282.499756
	Iteration 17Q: 3 clusters Score -2397578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2397589.000000 Penalty: 3282.499756
	Iteration 18Q: 3 clusters Score -2397589 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2397617.750000 Penalty: 3282.499756
	Iteration 19Q: 3 clusters Score -2397618 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2397627.500000 Penalty: 3282.499756
	Iteration 20F: 3 clusters Score -2397628 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2397637.000000 Penalty: 3282.499756
	Iteration 21Q: 3 clusters Score -2397637 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2397646.750000 Penalty: 3282.499756
	Iteration 22Q: 3 clusters Score -2397647 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2397652.500000 Penalty: 3282.499756
	Iteration 23Q: 3 clusters Score -2397652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2397651.250000 Penalty: 3282.499756
	Iteration 24Q: 3 clusters Score -2397651 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2397663.750000 Penalty: 3282.499756
	Iteration 25Q: 3 clusters Score -2397664 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2397672.750000 Penalty: 3282.499756
	Iteration 26Q: 3 clusters Score -2397673 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2397680.750000 Penalty: 3282.499756
	Iteration 27Q: 3 clusters Score -2397681 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2397682.500000 Penalty: 3282.499756
	Iteration 28Q: 3 clusters Score -2397682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2397684.750000 Penalty: 3282.499756
	Iteration 29Q: 3 clusters Score -2397685 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2397688.000000 Penalty: 3282.499756
	Iteration 30Q: 3 clusters Score -2397688 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2397688.750000 Penalty: 3282.499756
	Iteration 31Q: 3 clusters Score -2397689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2397688.500000 Penalty: 3282.499756
	Iteration 32Q: 3 clusters Score -2397688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2397694.250000 Penalty: 3282.499756
	Iteration 33Q: 3 clusters Score -2397694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2397700.500000 Penalty: 3282.499756
	Iteration 34Q: 3 clusters Score -2397700 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2397711.000000 Penalty: 3282.499756
	Iteration 35Q: 3 clusters Score -2397711 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2397710.250000 Penalty: 3282.499756
	Iteration 36Q: 3 clusters Score -2397710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2397716.250000 Penalty: 3282.499756
	Iteration 37Q: 3 clusters Score -2397716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2397721.500000 Penalty: 3282.499756
	Iteration 38Q: 3 clusters Score -2397722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2397717.500000 Penalty: 3282.499756
	Iteration 39Q: 3 clusters Score -2397718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2397718.250000 Penalty: 3282.499756
	Iteration 40F: 3 clusters Score -2397718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2397716.750000 Penalty: 3282.499756
	Iteration 41Q: 3 clusters Score -2397717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2397717.750000 Penalty: 3282.499756
	Iteration 42Q: 3 clusters Score -2397718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2397724.000000 Penalty: 3282.499756
	Iteration 43Q: 3 clusters Score -2397724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2397728.500000 Penalty: 3282.499756
	Iteration 44Q: 3 clusters Score -2397728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2397743.250000 Penalty: 3282.499756
	Iteration 45Q: 3 clusters Score -2397743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2397741.000000 Penalty: 3282.499756
	Iteration 46Q: 3 clusters Score -2397741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2397742.250000 Penalty: 3282.499756
	Iteration 47Q: 3 clusters Score -2397742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2397750.750000 Penalty: 3282.499756
	Iteration 48Q: 3 clusters Score -2397751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2397752.750000 Penalty: 3282.499756
	Iteration 49Q: 3 clusters Score -2397753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2397761.000000 Penalty: 3282.499756
	Iteration 50Q: 3 clusters Score -2397761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2397762.500000 Penalty: 3282.499756
	Iteration 51Q: 3 clusters Score -2397762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2397766.250000 Penalty: 3282.499756
	Iteration 52Q: 3 clusters Score -2397766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2397760.500000 Penalty: 3282.499756
	Iteration 53Q: 3 clusters Score -2397760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2397763.500000 Penalty: 3282.499756
	Iteration 54Q: 3 clusters Score -2397764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2397764.750000 Penalty: 3282.499756
	Iteration 55Q: 3 clusters Score -2397765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2397769.250000 Penalty: 3282.499756
	Iteration 56Q: 3 clusters Score -2397769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2397773.500000 Penalty: 3282.499756
	Iteration 57Q: 3 clusters Score -2397774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2397779.250000 Penalty: 3282.499756
	Iteration 58Q: 3 clusters Score -2397779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2397783.250000 Penalty: 3282.499756
	Iteration 59Q: 3 clusters Score -2397783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2397781.750000 Penalty: 3282.499756
	Iteration 60F: 3 clusters Score -2397782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2397779.250000 Penalty: 3282.499756
	Iteration 61Q: 3 clusters Score -2397779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2397788.000000 Penalty: 3282.499756
	Iteration 62Q: 3 clusters Score -2397788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2397785.250000 Penalty: 3282.499756
	Iteration 63Q: 3 clusters Score -2397785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2397791.000000 Penalty: 3282.499756
	Iteration 64Q: 3 clusters Score -2397791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2397793.000000 Penalty: 3282.499756
	Iteration 65Q: 3 clusters Score -2397793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2397795.000000 Penalty: 3282.499756
	Iteration 66Q: 3 clusters Score -2397795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2397785.750000 Penalty: 3282.499756
	Iteration 67Q: 3 clusters Score -2397786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2397796.250000 Penalty: 3282.499756
	Iteration 68Q: 3 clusters Score -2397796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2397796.500000 Penalty: 3282.499756
	Iteration 69Q: 3 clusters Score -2397796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2397792.250000 Penalty: 3282.499756
	Iteration 70Q: 3 clusters Score -2397792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2397796.750000 Penalty: 3282.499756
	Iteration 71Q: 3 clusters Score -2397797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2397797.000000 Penalty: 3282.499756
	Iteration 72Q: 3 clusters Score -2397797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2397801.500000 Penalty: 3282.499756
	Iteration 73Q: 3 clusters Score -2397802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2397802.500000 Penalty: 3282.499756
	Iteration 74Q: 3 clusters Score -2397802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2397803.500000 Penalty: 3282.499756
	Iteration 75Q: 3 clusters Score -2397804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2397806.250000 Penalty: 3282.499756
	Iteration 76Q: 3 clusters Score -2397806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2397806.000000 Penalty: 3282.499756
	Iteration 77Q: 3 clusters Score -2397806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2397807.750000 Penalty: 3282.499756
	Iteration 78Q: 3 clusters Score -2397808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2397812.750000 Penalty: 3282.499756
	Iteration 79Q: 3 clusters Score -2397813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2397808.500000 Penalty: 3282.499756
	Iteration 80F: 3 clusters Score -2397808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2397807.750000 Penalty: 3282.499756
	Iteration 81Q: 3 clusters Score -2397808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2397810.500000 Penalty: 3282.499756
	Iteration 82Q: 3 clusters Score -2397810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2397812.250000 Penalty: 3282.499756
	Iteration 83Q: 3 clusters Score -2397812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2397812.750000 Penalty: 3282.499756
	Iteration 84Q: 3 clusters Score -2397813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2397813.750000 Penalty: 3282.499756
	Iteration 85Q: 3 clusters Score -2397814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2397812.250000 Penalty: 3282.499756
	Iteration 86Q: 3 clusters Score -2397812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2397813.250000 Penalty: 3282.499756
	Iteration 87Q: 3 clusters Score -2397813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2397814.250000 Penalty: 3282.499756
	Iteration 88Q: 3 clusters Score -2397814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2397813.250000 Penalty: 3282.499756
	Iteration 89Q: 3 clusters Score -2397813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2397814.500000 Penalty: 3282.499756
	Iteration 90Q: 3 clusters Score -2397814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2397819.000000 Penalty: 3282.499756
	Iteration 91Q: 3 clusters Score -2397819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2397817.000000 Penalty: 3282.499756
	Iteration 92Q: 3 clusters Score -2397817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2397814.250000 Penalty: 3282.499756
	Iteration 93Q: 3 clusters Score -2397814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2397815.000000 Penalty: 3282.499756
	Iteration 94Q: 3 clusters Score -2397815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2397815.250000 Penalty: 3282.499756
	Iteration 95Q: 3 clusters Score -2397815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2397813.750000 Penalty: 3282.499756
	Iteration 96Q: 3 clusters Score -2397814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2397814.250000 Penalty: 3282.499756
	Iteration 97Q: 3 clusters Score -2397814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2397812.750000 Penalty: 3282.499756
	Iteration 98Q: 3 clusters Score -2397813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2397817.250000 Penalty: 3282.499756
	Iteration 99Q: 3 clusters Score -2397817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2397819.500000 Penalty: 3282.499756
	Iteration 100F: 3 clusters Score -2397820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2397819.250000 Penalty: 3282.499756
	Iteration 101Q: 3 clusters Score -2397819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2397819.000000 Penalty: 3282.499756
	Iteration 102Q: 3 clusters Score -2397819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2397824.250000 Penalty: 3282.499756
	Iteration 103Q: 3 clusters Score -2397824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2397820.750000 Penalty: 3282.499756
	Iteration 104Q: 3 clusters Score -2397821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2397820.500000 Penalty: 3282.499756
	Iteration 105Q: 3 clusters Score -2397820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2397817.250000 Penalty: 3282.499756
	Iteration 106Q: 3 clusters Score -2397817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2397820.250000 Penalty: 3282.499756
	Iteration 107Q: 3 clusters Score -2397820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2397820.500000 Penalty: 3282.499756
	Iteration 108Q: 3 clusters Score -2397820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2397821.000000 Penalty: 3282.499756
	Iteration 109Q: 3 clusters Score -2397821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2397820.500000 Penalty: 3282.499756
	Iteration 110Q: 3 clusters Score -2397820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2397820.750000 Penalty: 3282.499756
	Iteration 111Q: 3 clusters Score -2397821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2397820.250000 Penalty: 3282.499756
	Iteration 112Q: 3 clusters Score -2397820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2397821.750000 Penalty: 3282.499756
	Iteration 113Q: 3 clusters Score -2397822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2397818.000000 Penalty: 3282.499756
	Iteration 114Q: 3 clusters Score -2397818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2397824.750000 Penalty: 3282.499756
	Iteration 115Q: 3 clusters Score -2397825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2397822.000000 Penalty: 3282.499756
	Iteration 116Q: 3 clusters Score -2397822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2397821.500000 Penalty: 3282.499756
	Iteration 117Q: 3 clusters Score -2397822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2397821.000000 Penalty: 3282.499756
	Iteration 118Q: 3 clusters Score -2397821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2397828.000000 Penalty: 3282.499756
	Iteration 119Q: 3 clusters Score -2397828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2397824.250000 Penalty: 3282.499756
	Iteration 120F: 3 clusters Score -2397824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2397823.500000 Penalty: 3282.499756
	Iteration 121Q: 3 clusters Score -2397824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2397820.250000 Penalty: 3282.499756
	Iteration 122Q: 3 clusters Score -2397820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2397822.000000 Penalty: 3282.499756
	Iteration 123Q: 3 clusters Score -2397822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2397828.000000 Penalty: 3282.499756
	Iteration 124Q: 3 clusters Score -2397828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2397822.250000 Penalty: 3282.499756
	Iteration 125Q: 3 clusters Score -2397822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2397823.750000 Penalty: 3282.499756
	Iteration 126Q: 3 clusters Score -2397824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2397824.000000 Penalty: 3282.499756
	Iteration 127Q: 3 clusters Score -2397824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2397824.000000 Penalty: 3282.499756
	Iteration 128F: 3 clusters Score -2397824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -101156.851562 Penalty: 1161.478394
	Iteration 0F: 2 clusters Score -101156.9 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 658 members 
Entering Unmasked Estep 
Score: -99536.773438 Penalty: 2322.956787
	Iteration 0F: 3 clusters Score -99536.77 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -99905.929688 Penalty: 2322.956787
	Iteration 1F: 3 clusters Score -99905.93 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -100036.671875 Penalty: 2322.956787
	Iteration 2F: 3 clusters Score -100036.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -100128.171875 Penalty: 2322.956787
	Iteration 3F: 3 clusters Score -100128.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -100168.406250 Penalty: 2322.956787
	Iteration 4Q: 3 clusters Score -100168.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -100195.593750 Penalty: 2322.956787
	Iteration 5Q: 3 clusters Score -100195.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -100210.742188 Penalty: 2322.956787
	Iteration 6Q: 3 clusters Score -100210.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -100233.523438 Penalty: 2322.956787
	Iteration 7Q: 3 clusters Score -100233.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -100247.843750 Penalty: 2322.956787
	Iteration 8Q: 3 clusters Score -100247.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -100259.445312 Penalty: 2322.956787
	Iteration 9Q: 3 clusters Score -100259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -100263.664062 Penalty: 2322.956787
	Iteration 10Q: 3 clusters Score -100263.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -100265.625000 Penalty: 2322.956787
	Iteration 11Q: 3 clusters Score -100265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -100268.039062 Penalty: 2322.956787
	Iteration 12Q: 3 clusters Score -100268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -100269.890625 Penalty: 2322.956787
	Iteration 13Q: 3 clusters Score -100269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -100270.171875 Penalty: 2322.956787
	Iteration 14Q: 3 clusters Score -100270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -100270.171875 Penalty: 2322.956787
	Iteration 15F: 3 clusters Score -100270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -512154.531250 Penalty: 1401.761963
	Iteration 0F: 2 clusters Score -512154.5 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 2726 members 
Entering Unmasked Estep 
Score: -507843.968750 Penalty: 2803.523926
	Iteration 0F: 3 clusters Score -507844 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -509074.656250 Penalty: 2803.523926
	Iteration 1F: 3 clusters Score -509074.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -509239.406250 Penalty: 2803.523926
	Iteration 2F: 3 clusters Score -509239.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -509351.093750 Penalty: 2803.523926
	Iteration 3Q: 3 clusters Score -509351.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -509452.687500 Penalty: 2803.523926
	Iteration 4Q: 3 clusters Score -509452.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -509540.656250 Penalty: 2803.523926
	Iteration 5Q: 3 clusters Score -509540.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -509633.718750 Penalty: 2803.523926
	Iteration 6Q: 3 clusters Score -509633.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -509749.562500 Penalty: 2803.523926
	Iteration 7Q: 3 clusters Score -509749.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -509873.187500 Penalty: 2803.523926
	Iteration 8Q: 3 clusters Score -509873.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -510006.281250 Penalty: 2803.523926
	Iteration 9Q: 3 clusters Score -510006.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -510141.187500 Penalty: 2803.523926
	Iteration 10Q: 3 clusters Score -510141.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -510280.156250 Penalty: 2803.523926
	Iteration 11Q: 3 clusters Score -510280.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -510419.531250 Penalty: 2803.523926
	Iteration 12Q: 3 clusters Score -510419.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -510557.312500 Penalty: 2803.523926
	Iteration 13Q: 3 clusters Score -510557.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -510690.156250 Penalty: 2803.523926
	Iteration 14Q: 3 clusters Score -510690.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -510791.375000 Penalty: 2803.523926
	Iteration 15Q: 3 clusters Score -510791.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -510854.718750 Penalty: 2803.523926
	Iteration 16Q: 3 clusters Score -510854.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -510902.531250 Penalty: 2803.523926
	Iteration 17Q: 3 clusters Score -510902.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -510947.281250 Penalty: 2803.523926
	Iteration 18Q: 3 clusters Score -510947.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -510979.812500 Penalty: 2803.523926
	Iteration 19Q: 3 clusters Score -510979.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -511004.062500 Penalty: 2803.523926
	Iteration 20F: 3 clusters Score -511004.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -511028.093750 Penalty: 2803.523926
	Iteration 21Q: 3 clusters Score -511028.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -511046.093750 Penalty: 2803.523926
	Iteration 22Q: 3 clusters Score -511046.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -511060.156250 Penalty: 2803.523926
	Iteration 23Q: 3 clusters Score -511060.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -511072.375000 Penalty: 2803.523926
	Iteration 24Q: 3 clusters Score -511072.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -511083.156250 Penalty: 2803.523926
	Iteration 25Q: 3 clusters Score -511083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -511088.375000 Penalty: 2803.523926
	Iteration 26Q: 3 clusters Score -511088.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -511095.187500 Penalty: 2803.523926
	Iteration 27Q: 3 clusters Score -511095.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -511105.031250 Penalty: 2803.523926
	Iteration 28Q: 3 clusters Score -511105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -511117.937500 Penalty: 2803.523926
	Iteration 29Q: 3 clusters Score -511117.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -511128.937500 Penalty: 2803.523926
	Iteration 30Q: 3 clusters Score -511128.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -511138.281250 Penalty: 2803.523926
	Iteration 31Q: 3 clusters Score -511138.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -511149.281250 Penalty: 2803.523926
	Iteration 32Q: 3 clusters Score -511149.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -511156.093750 Penalty: 2803.523926
	Iteration 33Q: 3 clusters Score -511156.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -511164.375000 Penalty: 2803.523926
	Iteration 34Q: 3 clusters Score -511164.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -511174.562500 Penalty: 2803.523926
	Iteration 35Q: 3 clusters Score -511174.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -511184.156250 Penalty: 2803.523926
	Iteration 36Q: 3 clusters Score -511184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -511190.468750 Penalty: 2803.523926
	Iteration 37Q: 3 clusters Score -511190.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -511197.468750 Penalty: 2803.523926
	Iteration 38Q: 3 clusters Score -511197.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -511205.500000 Penalty: 2803.523926
	Iteration 39Q: 3 clusters Score -511205.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -511212.968750 Penalty: 2803.523926
	Iteration 40F: 3 clusters Score -511213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -511221.000000 Penalty: 2803.523926
	Iteration 41Q: 3 clusters Score -511221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -511227.812500 Penalty: 2803.523926
	Iteration 42Q: 3 clusters Score -511227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -511232.437500 Penalty: 2803.523926
	Iteration 43Q: 3 clusters Score -511232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -511236.406250 Penalty: 2803.523926
	Iteration 44Q: 3 clusters Score -511236.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -511239.875000 Penalty: 2803.523926
	Iteration 45Q: 3 clusters Score -511239.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -511242.093750 Penalty: 2803.523926
	Iteration 46Q: 3 clusters Score -511242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -511243.750000 Penalty: 2803.523926
	Iteration 47Q: 3 clusters Score -511243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -511245.718750 Penalty: 2803.523926
	Iteration 48Q: 3 clusters Score -511245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -511247.718750 Penalty: 2803.523926
	Iteration 49Q: 3 clusters Score -511247.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -511254.531250 Penalty: 2803.523926
	Iteration 50Q: 3 clusters Score -511254.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -511259.281250 Penalty: 2803.523926
	Iteration 51Q: 3 clusters Score -511259.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -511262.156250 Penalty: 2803.523926
	Iteration 52Q: 3 clusters Score -511262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -511265.906250 Penalty: 2803.523926
	Iteration 53Q: 3 clusters Score -511265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -511268.968750 Penalty: 2803.523926
	Iteration 54Q: 3 clusters Score -511269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -511268.343750 Penalty: 2803.523926
	Iteration 55Q: 3 clusters Score -511268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -511267.781250 Penalty: 2803.523926
	Iteration 56Q: 3 clusters Score -511267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -511268.187500 Penalty: 2803.523926
	Iteration 57Q: 3 clusters Score -511268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -511268.187500 Penalty: 2803.523926
	Iteration 58F: 3 clusters Score -511268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -214280.640625 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -214280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -211973.843750 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -211973.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -212462.312500 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -212462.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -212569.968750 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -212570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -212636.437500 Penalty: 2524.085449
	Iteration 3Q: 3 clusters Score -212636.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -212675.406250 Penalty: 2524.085449
	Iteration 4Q: 3 clusters Score -212675.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -212704.187500 Penalty: 2524.085449
	Iteration 5Q: 3 clusters Score -212704.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -212728.640625 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -212728.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -212746.078125 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -212746.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212760.843750 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -212760.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -212774.875000 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -212774.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -212785.984375 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -212786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -212789.859375 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -212789.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -212794.453125 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -212794.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -212797.093750 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -212797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -212800.593750 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -212800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -212804.078125 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -212804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -212808.171875 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -212808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -212811.109375 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -212811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -212812.265625 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -212812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -212813.703125 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -212813.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -212813.703125 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -212813.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -506288.687500 Penalty: 1401.265747
	Iteration 0F: 2 clusters Score -506288.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -501948.937500 Penalty: 2802.531494
	Iteration 0F: 3 clusters Score -501948.9 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -503256.187500 Penalty: 2802.531494
	Iteration 1F: 3 clusters Score -503256.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -503495.562500 Penalty: 2802.531494
	Iteration 2F: 3 clusters Score -503495.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -503688.000000 Penalty: 2802.531494
	Iteration 3F: 3 clusters Score -503688 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -503870.250000 Penalty: 2802.531494
	Iteration 4F: 3 clusters Score -503870.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -504022.906250 Penalty: 2802.531494
	Iteration 5Q: 3 clusters Score -504022.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -504171.000000 Penalty: 2802.531494
	Iteration 6Q: 3 clusters Score -504171 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -504287.531250 Penalty: 2802.531494
	Iteration 7Q: 3 clusters Score -504287.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -504398.156250 Penalty: 2802.531494
	Iteration 8Q: 3 clusters Score -504398.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -504504.593750 Penalty: 2802.531494
	Iteration 9Q: 3 clusters Score -504504.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -504608.593750 Penalty: 2802.531494
	Iteration 10Q: 3 clusters Score -504608.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -504683.500000 Penalty: 2802.531494
	Iteration 11Q: 3 clusters Score -504683.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -504746.000000 Penalty: 2802.531494
	Iteration 12Q: 3 clusters Score -504746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -504800.156250 Penalty: 2802.531494
	Iteration 13Q: 3 clusters Score -504800.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -504843.125000 Penalty: 2802.531494
	Iteration 14Q: 3 clusters Score -504843.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -504878.093750 Penalty: 2802.531494
	Iteration 15Q: 3 clusters Score -504878.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -504904.031250 Penalty: 2802.531494
	Iteration 16Q: 3 clusters Score -504904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -504927.718750 Penalty: 2802.531494
	Iteration 17Q: 3 clusters Score -504927.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -504957.500000 Penalty: 2802.531494
	Iteration 18Q: 3 clusters Score -504957.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -505000.468750 Penalty: 2802.531494
	Iteration 19Q: 3 clusters Score -505000.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -505060.250000 Penalty: 2802.531494
	Iteration 20F: 3 clusters Score -505060.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -505133.687500 Penalty: 2802.531494
	Iteration 21Q: 3 clusters Score -505133.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -505205.812500 Penalty: 2802.531494
	Iteration 22Q: 3 clusters Score -505205.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -505264.125000 Penalty: 2802.531494
	Iteration 23Q: 3 clusters Score -505264.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -505305.031250 Penalty: 2802.531494
	Iteration 24Q: 3 clusters Score -505305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -505333.218750 Penalty: 2802.531494
	Iteration 25Q: 3 clusters Score -505333.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -505353.281250 Penalty: 2802.531494
	Iteration 26Q: 3 clusters Score -505353.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -505367.468750 Penalty: 2802.531494
	Iteration 27Q: 3 clusters Score -505367.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -505380.562500 Penalty: 2802.531494
	Iteration 28Q: 3 clusters Score -505380.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -505388.437500 Penalty: 2802.531494
	Iteration 29Q: 3 clusters Score -505388.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -505400.875000 Penalty: 2802.531494
	Iteration 30Q: 3 clusters Score -505400.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -505412.531250 Penalty: 2802.531494
	Iteration 31Q: 3 clusters Score -505412.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -505422.500000 Penalty: 2802.531494
	Iteration 32Q: 3 clusters Score -505422.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -505429.031250 Penalty: 2802.531494
	Iteration 33Q: 3 clusters Score -505429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -505437.750000 Penalty: 2802.531494
	Iteration 34Q: 3 clusters Score -505437.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -505444.343750 Penalty: 2802.531494
	Iteration 35Q: 3 clusters Score -505444.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -505448.750000 Penalty: 2802.531494
	Iteration 36Q: 3 clusters Score -505448.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -505453.750000 Penalty: 2802.531494
	Iteration 37Q: 3 clusters Score -505453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -505454.812500 Penalty: 2802.531494
	Iteration 38Q: 3 clusters Score -505454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -505457.218750 Penalty: 2802.531494
	Iteration 39Q: 3 clusters Score -505457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -505459.625000 Penalty: 2802.531494
	Iteration 40F: 3 clusters Score -505459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -505462.625000 Penalty: 2802.531494
	Iteration 41Q: 3 clusters Score -505462.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -505466.281250 Penalty: 2802.531494
	Iteration 42Q: 3 clusters Score -505466.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -505469.218750 Penalty: 2802.531494
	Iteration 43Q: 3 clusters Score -505469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -505471.593750 Penalty: 2802.531494
	Iteration 44Q: 3 clusters Score -505471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -505477.250000 Penalty: 2802.531494
	Iteration 45Q: 3 clusters Score -505477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -505480.156250 Penalty: 2802.531494
	Iteration 46Q: 3 clusters Score -505480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -505482.562500 Penalty: 2802.531494
	Iteration 47Q: 3 clusters Score -505482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -505488.125000 Penalty: 2802.531494
	Iteration 48Q: 3 clusters Score -505488.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -505492.875000 Penalty: 2802.531494
	Iteration 49Q: 3 clusters Score -505492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -505495.562500 Penalty: 2802.531494
	Iteration 50Q: 3 clusters Score -505495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -505500.250000 Penalty: 2802.531494
	Iteration 51Q: 3 clusters Score -505500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -505505.187500 Penalty: 2802.531494
	Iteration 52Q: 3 clusters Score -505505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -505509.562500 Penalty: 2802.531494
	Iteration 53Q: 3 clusters Score -505509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -505512.843750 Penalty: 2802.531494
	Iteration 54Q: 3 clusters Score -505512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -505516.156250 Penalty: 2802.531494
	Iteration 55Q: 3 clusters Score -505516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -505518.750000 Penalty: 2802.531494
	Iteration 56Q: 3 clusters Score -505518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -505521.125000 Penalty: 2802.531494
	Iteration 57Q: 3 clusters Score -505521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -505522.843750 Penalty: 2802.531494
	Iteration 58Q: 3 clusters Score -505522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -505524.187500 Penalty: 2802.531494
	Iteration 59Q: 3 clusters Score -505524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -505526.312500 Penalty: 2802.531494
	Iteration 60F: 3 clusters Score -505526.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -262595.062500 Penalty: 1293.155029
	Iteration 0F: 2 clusters Score -262595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -259970.531250 Penalty: 2586.310059
	Iteration 0F: 3 clusters Score -259970.5 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -260597.812500 Penalty: 2586.310059
	Iteration 1F: 3 clusters Score -260597.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -260727.765625 Penalty: 2586.310059
	Iteration 2F: 3 clusters Score -260727.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -260836.140625 Penalty: 2586.310059
	Iteration 3F: 3 clusters Score -260836.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -260928.984375 Penalty: 2586.310059
	Iteration 4Q: 3 clusters Score -260929 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -260996.687500 Penalty: 2586.310059
	Iteration 5Q: 3 clusters Score -260996.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -261059.968750 Penalty: 2586.310059
	Iteration 6Q: 3 clusters Score -261060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -261116.093750 Penalty: 2586.310059
	Iteration 7Q: 3 clusters Score -261116.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261157.406250 Penalty: 2586.310059
	Iteration 8Q: 3 clusters Score -261157.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -261184.234375 Penalty: 2586.310059
	Iteration 9Q: 3 clusters Score -261184.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -261216.031250 Penalty: 2586.310059
	Iteration 10Q: 3 clusters Score -261216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -261245.406250 Penalty: 2586.310059
	Iteration 11Q: 3 clusters Score -261245.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -261266.984375 Penalty: 2586.310059
	Iteration 12Q: 3 clusters Score -261267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -261288.171875 Penalty: 2586.310059
	Iteration 13Q: 3 clusters Score -261288.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -261303.406250 Penalty: 2586.310059
	Iteration 14Q: 3 clusters Score -261303.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -261315.062500 Penalty: 2586.310059
	Iteration 15Q: 3 clusters Score -261315.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -261324.625000 Penalty: 2586.310059
	Iteration 16Q: 3 clusters Score -261324.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -261332.703125 Penalty: 2586.310059
	Iteration 17Q: 3 clusters Score -261332.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -261341.234375 Penalty: 2586.310059
	Iteration 18Q: 3 clusters Score -261341.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -261350.687500 Penalty: 2586.310059
	Iteration 19Q: 3 clusters Score -261350.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -261359.343750 Penalty: 2586.310059
	Iteration 20F: 3 clusters Score -261359.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -261367.093750 Penalty: 2586.310059
	Iteration 21Q: 3 clusters Score -261367.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -261375.046875 Penalty: 2586.310059
	Iteration 22Q: 3 clusters Score -261375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261382.203125 Penalty: 2586.310059
	Iteration 23Q: 3 clusters Score -261382.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -261392.000000 Penalty: 2586.310059
	Iteration 24Q: 3 clusters Score -261392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -261407.953125 Penalty: 2586.310059
	Iteration 25Q: 3 clusters Score -261408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -261423.984375 Penalty: 2586.310059
	Iteration 26Q: 3 clusters Score -261424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -261440.484375 Penalty: 2586.310059
	Iteration 27Q: 3 clusters Score -261440.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -261453.390625 Penalty: 2586.310059
	Iteration 28Q: 3 clusters Score -261453.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -261468.812500 Penalty: 2586.310059
	Iteration 29Q: 3 clusters Score -261468.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -261485.046875 Penalty: 2586.310059
	Iteration 30Q: 3 clusters Score -261485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -261505.656250 Penalty: 2586.310059
	Iteration 31Q: 3 clusters Score -261505.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -261524.734375 Penalty: 2586.310059
	Iteration 32Q: 3 clusters Score -261524.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -261541.921875 Penalty: 2586.310059
	Iteration 33Q: 3 clusters Score -261541.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -261559.906250 Penalty: 2586.310059
	Iteration 34Q: 3 clusters Score -261559.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -261577.593750 Penalty: 2586.310059
	Iteration 35Q: 3 clusters Score -261577.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -261603.375000 Penalty: 2586.310059
	Iteration 36Q: 3 clusters Score -261603.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -261628.343750 Penalty: 2586.310059
	Iteration 37Q: 3 clusters Score -261628.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -261648.718750 Penalty: 2586.310059
	Iteration 38Q: 3 clusters Score -261648.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261664.906250 Penalty: 2586.310059
	Iteration 39Q: 3 clusters Score -261664.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -261674.625000 Penalty: 2586.310059
	Iteration 40F: 3 clusters Score -261674.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -261684.578125 Penalty: 2586.310059
	Iteration 41Q: 3 clusters Score -261684.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -261700.687500 Penalty: 2586.310059
	Iteration 42Q: 3 clusters Score -261700.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -261712.140625 Penalty: 2586.310059
	Iteration 43Q: 3 clusters Score -261712.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -261726.343750 Penalty: 2586.310059
	Iteration 44Q: 3 clusters Score -261726.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -261739.609375 Penalty: 2586.310059
	Iteration 45Q: 3 clusters Score -261739.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -261754.625000 Penalty: 2586.310059
	Iteration 46Q: 3 clusters Score -261754.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -261767.921875 Penalty: 2586.310059
	Iteration 47Q: 3 clusters Score -261767.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -261775.843750 Penalty: 2586.310059
	Iteration 48Q: 3 clusters Score -261775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -261779.062500 Penalty: 2586.310059
	Iteration 49Q: 3 clusters Score -261779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -261784.375000 Penalty: 2586.310059
	Iteration 50Q: 3 clusters Score -261784.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -261790.109375 Penalty: 2586.310059
	Iteration 51Q: 3 clusters Score -261790.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -261794.593750 Penalty: 2586.310059
	Iteration 52Q: 3 clusters Score -261794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -261798.953125 Penalty: 2586.310059
	Iteration 53Q: 3 clusters Score -261799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -261802.578125 Penalty: 2586.310059
	Iteration 54Q: 3 clusters Score -261802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261808.140625 Penalty: 2586.310059
	Iteration 55Q: 3 clusters Score -261808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -261816.515625 Penalty: 2586.310059
	Iteration 56Q: 3 clusters Score -261816.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -261824.828125 Penalty: 2586.310059
	Iteration 57Q: 3 clusters Score -261824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -261832.828125 Penalty: 2586.310059
	Iteration 58Q: 3 clusters Score -261832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -261842.625000 Penalty: 2586.310059
	Iteration 59Q: 3 clusters Score -261842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -261850.750000 Penalty: 2586.310059
	Iteration 60F: 3 clusters Score -261850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -261858.343750 Penalty: 2586.310059
	Iteration 61Q: 3 clusters Score -261858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -261863.109375 Penalty: 2586.310059
	Iteration 62Q: 3 clusters Score -261863.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -261868.843750 Penalty: 2586.310059
	Iteration 63Q: 3 clusters Score -261868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -261875.609375 Penalty: 2586.310059
	Iteration 64Q: 3 clusters Score -261875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -261881.750000 Penalty: 2586.310059
	Iteration 65Q: 3 clusters Score -261881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -261886.921875 Penalty: 2586.310059
	Iteration 66Q: 3 clusters Score -261886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -261893.531250 Penalty: 2586.310059
	Iteration 67Q: 3 clusters Score -261893.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -261897.421875 Penalty: 2586.310059
	Iteration 68Q: 3 clusters Score -261897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -261901.265625 Penalty: 2586.310059
	Iteration 69Q: 3 clusters Score -261901.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -261905.328125 Penalty: 2586.310059
	Iteration 70Q: 3 clusters Score -261905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -261907.921875 Penalty: 2586.310059
	Iteration 71Q: 3 clusters Score -261907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -261910.937500 Penalty: 2586.310059
	Iteration 72Q: 3 clusters Score -261910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -261913.234375 Penalty: 2586.310059
	Iteration 73Q: 3 clusters Score -261913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -261917.109375 Penalty: 2586.310059
	Iteration 74Q: 3 clusters Score -261917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -261920.000000 Penalty: 2586.310059
	Iteration 75Q: 3 clusters Score -261920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -261924.140625 Penalty: 2586.310059
	Iteration 76Q: 3 clusters Score -261924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -261927.656250 Penalty: 2586.310059
	Iteration 77Q: 3 clusters Score -261927.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -261932.562500 Penalty: 2586.310059
	Iteration 78Q: 3 clusters Score -261932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -261933.812500 Penalty: 2586.310059
	Iteration 79Q: 3 clusters Score -261933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -261933.718750 Penalty: 2586.310059
	Iteration 80F: 3 clusters Score -261933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -261934.375000 Penalty: 2586.310059
	Iteration 81Q: 3 clusters Score -261934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -261934.953125 Penalty: 2586.310059
	Iteration 82Q: 3 clusters Score -261935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -261935.359375 Penalty: 2586.310059
	Iteration 83Q: 3 clusters Score -261935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -261935.359375 Penalty: 2586.310059
	Iteration 84F: 3 clusters Score -261935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -95299.687500 Penalty: 1155.355469
	Iteration 0F: 2 clusters Score -95299.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -93867.796875 Penalty: 2310.710938
	Iteration 0F: 3 clusters Score -93867.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94393.507812 Penalty: 2310.710938
	Iteration 1F: 3 clusters Score -94393.51 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94604.179688 Penalty: 2310.710938
	Iteration 2F: 3 clusters Score -94604.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94717.078125 Penalty: 2310.710938
	Iteration 3F: 3 clusters Score -94717.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -94782.335938 Penalty: 2310.710938
	Iteration 4Q: 3 clusters Score -94782.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94813.039062 Penalty: 2310.710938
	Iteration 5Q: 3 clusters Score -94813.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -94829.429688 Penalty: 2310.710938
	Iteration 6Q: 3 clusters Score -94829.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94846.531250 Penalty: 2310.710938
	Iteration 7Q: 3 clusters Score -94846.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -94864.570312 Penalty: 2310.710938
	Iteration 8Q: 3 clusters Score -94864.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -94871.289062 Penalty: 2310.710938
	Iteration 9Q: 3 clusters Score -94871.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94874.250000 Penalty: 2310.710938
	Iteration 10Q: 3 clusters Score -94874.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -94877.148438 Penalty: 2310.710938
	Iteration 11Q: 3 clusters Score -94877.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94878.398438 Penalty: 2310.710938
	Iteration 12Q: 3 clusters Score -94878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94878.968750 Penalty: 2310.710938
	Iteration 13Q: 3 clusters Score -94878.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94878.968750 Penalty: 2310.710938
	Iteration 14F: 3 clusters Score -94878.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -423727.937500 Penalty: 1374.885620
	Iteration 0F: 2 clusters Score -423727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -419936.562500 Penalty: 2749.771240
	Iteration 0F: 3 clusters Score -419936.6 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -421049.906250 Penalty: 2749.771240
	Iteration 1F: 3 clusters Score -421049.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -421287.750000 Penalty: 2749.771240
	Iteration 2F: 3 clusters Score -421287.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -421506.375000 Penalty: 2749.771240
	Iteration 3F: 3 clusters Score -421506.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -421709.812500 Penalty: 2749.771240
	Iteration 4F: 3 clusters Score -421709.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -421903.437500 Penalty: 2749.771240
	Iteration 5F: 3 clusters Score -421903.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -422075.062500 Penalty: 2749.771240
	Iteration 6Q: 3 clusters Score -422075.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -422257.500000 Penalty: 2749.771240
	Iteration 7Q: 3 clusters Score -422257.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -422388.656250 Penalty: 2749.771240
	Iteration 8Q: 3 clusters Score -422388.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -422514.562500 Penalty: 2749.771240
	Iteration 9Q: 3 clusters Score -422514.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -422616.156250 Penalty: 2749.771240
	Iteration 10Q: 3 clusters Score -422616.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -422683.343750 Penalty: 2749.771240
	Iteration 11Q: 3 clusters Score -422683.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -422743.437500 Penalty: 2749.771240
	Iteration 12Q: 3 clusters Score -422743.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -422787.656250 Penalty: 2749.771240
	Iteration 13Q: 3 clusters Score -422787.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -422827.343750 Penalty: 2749.771240
	Iteration 14Q: 3 clusters Score -422827.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -422872.375000 Penalty: 2749.771240
	Iteration 15Q: 3 clusters Score -422872.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -422918.000000 Penalty: 2749.771240
	Iteration 16Q: 3 clusters Score -422918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -422971.218750 Penalty: 2749.771240
	Iteration 17Q: 3 clusters Score -422971.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -423051.343750 Penalty: 2749.771240
	Iteration 18Q: 3 clusters Score -423051.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -423132.937500 Penalty: 2749.771240
	Iteration 19Q: 3 clusters Score -423132.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -423209.000000 Penalty: 2749.771240
	Iteration 20F: 3 clusters Score -423209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -423262.687500 Penalty: 2749.771240
	Iteration 21Q: 3 clusters Score -423262.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -423298.625000 Penalty: 2749.771240
	Iteration 22Q: 3 clusters Score -423298.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -423322.875000 Penalty: 2749.771240
	Iteration 23Q: 3 clusters Score -423322.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -423344.562500 Penalty: 2749.771240
	Iteration 24Q: 3 clusters Score -423344.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -423361.781250 Penalty: 2749.771240
	Iteration 25Q: 3 clusters Score -423361.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -423374.906250 Penalty: 2749.771240
	Iteration 26Q: 3 clusters Score -423374.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -423382.718750 Penalty: 2749.771240
	Iteration 27Q: 3 clusters Score -423382.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -423390.687500 Penalty: 2749.771240
	Iteration 28Q: 3 clusters Score -423390.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -423398.437500 Penalty: 2749.771240
	Iteration 29Q: 3 clusters Score -423398.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -423406.000000 Penalty: 2749.771240
	Iteration 30Q: 3 clusters Score -423406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -423411.093750 Penalty: 2749.771240
	Iteration 31Q: 3 clusters Score -423411.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -423417.875000 Penalty: 2749.771240
	Iteration 32Q: 3 clusters Score -423417.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -423422.718750 Penalty: 2749.771240
	Iteration 33Q: 3 clusters Score -423422.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -423429.593750 Penalty: 2749.771240
	Iteration 34Q: 3 clusters Score -423429.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -423437.562500 Penalty: 2749.771240
	Iteration 35Q: 3 clusters Score -423437.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -423442.625000 Penalty: 2749.771240
	Iteration 36Q: 3 clusters Score -423442.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -423446.343750 Penalty: 2749.771240
	Iteration 37Q: 3 clusters Score -423446.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -423448.781250 Penalty: 2749.771240
	Iteration 38Q: 3 clusters Score -423448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -423450.875000 Penalty: 2749.771240
	Iteration 39Q: 3 clusters Score -423450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -423451.312500 Penalty: 2749.771240
	Iteration 40F: 3 clusters Score -423451.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -423451.937500 Penalty: 2749.771240
	Iteration 41Q: 3 clusters Score -423451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -423452.000000 Penalty: 2749.771240
	Iteration 42Q: 3 clusters Score -423452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -423452.156250 Penalty: 2749.771240
	Iteration 43Q: 3 clusters Score -423452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -423453.062500 Penalty: 2749.771240
	Iteration 44Q: 3 clusters Score -423453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -423453.250000 Penalty: 2749.771240
	Iteration 45Q: 3 clusters Score -423453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -423453.250000 Penalty: 2749.771240
	Iteration 46F: 3 clusters Score -423453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Entering Unmasked Estep 
Score: -1963308.375000 Penalty: 1613.257935
	Iteration 0F: 2 clusters Score -1963308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1949400.875000 Penalty: 3226.515869
	Iteration 0F: 3 clusters Score -1949401 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1954742.125000 Penalty: 3226.515869
	Iteration 1F: 3 clusters Score -1954742 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1955291.250000 Penalty: 3226.515869
	Iteration 2F: 3 clusters Score -1955291 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1956031.750000 Penalty: 3226.515869
	Iteration 3F: 3 clusters Score -1956032 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1957002.000000 Penalty: 3226.515869
	Iteration 4F: 3 clusters Score -1957002 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1958102.250000 Penalty: 3226.515869
	Iteration 5F: 3 clusters Score -1958102 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1959176.375000 Penalty: 3226.515869
	Iteration 6F: 3 clusters Score -1959176 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1960120.375000 Penalty: 3226.515869
	Iteration 7F: 3 clusters Score -1960120 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1960845.500000 Penalty: 3226.515869
	Iteration 8Q: 3 clusters Score -1960846 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -1961296.000000 Penalty: 3226.515869
	Iteration 9Q: 3 clusters Score -1961296 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1961564.375000 Penalty: 3226.515869
	Iteration 10Q: 3 clusters Score -1961564 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -1961703.750000 Penalty: 3226.515869
	Iteration 11Q: 3 clusters Score -1961704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -1961798.625000 Penalty: 3226.515869
	Iteration 12Q: 3 clusters Score -1961799 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1961859.750000 Penalty: 3226.515869
	Iteration 13Q: 3 clusters Score -1961860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -1961901.750000 Penalty: 3226.515869
	Iteration 14Q: 3 clusters Score -1961902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -1961949.750000 Penalty: 3226.515869
	Iteration 15Q: 3 clusters Score -1961950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1961973.125000 Penalty: 3226.515869
	Iteration 16Q: 3 clusters Score -1961973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -1961989.125000 Penalty: 3226.515869
	Iteration 17Q: 3 clusters Score -1961989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -1962001.125000 Penalty: 3226.515869
	Iteration 18Q: 3 clusters Score -1962001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1962009.000000 Penalty: 3226.515869
	Iteration 19Q: 3 clusters Score -1962009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -1962014.125000 Penalty: 3226.515869
	Iteration 20F: 3 clusters Score -1962014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1962016.750000 Penalty: 3226.515869
	Iteration 21Q: 3 clusters Score -1962017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1962017.000000 Penalty: 3226.515869
	Iteration 22Q: 3 clusters Score -1962017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1962018.875000 Penalty: 3226.515869
	Iteration 23Q: 3 clusters Score -1962019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1962018.875000 Penalty: 3226.515869
	Iteration 24F: 3 clusters Score -1962019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Entering Unmasked Estep 
Score: -2250167.000000 Penalty: 1644.298462
	Iteration 0F: 2 clusters Score -2250167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2233336.750000 Penalty: 3288.596924
	Iteration 0F: 3 clusters Score -2233337 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2239804.250000 Penalty: 3288.596924
	Iteration 1F: 3 clusters Score -2239804 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2240208.000000 Penalty: 3288.596924
	Iteration 2Q: 3 clusters Score -2240208 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2240636.250000 Penalty: 3288.596924
	Iteration 3Q: 3 clusters Score -2240636 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2241024.250000 Penalty: 3288.596924
	Iteration 4Q: 3 clusters Score -2241024 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2241395.500000 Penalty: 3288.596924
	Iteration 5Q: 3 clusters Score -2241396 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2241747.500000 Penalty: 3288.596924
	Iteration 6Q: 3 clusters Score -2241748 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2242159.000000 Penalty: 3288.596924
	Iteration 7Q: 3 clusters Score -2242159 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2242651.500000 Penalty: 3288.596924
	Iteration 8Q: 3 clusters Score -2242652 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2243172.750000 Penalty: 3288.596924
	Iteration 9Q: 3 clusters Score -2243173 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2243799.750000 Penalty: 3288.596924
	Iteration 10Q: 3 clusters Score -2243800 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2244461.000000 Penalty: 3288.596924
	Iteration 11Q: 3 clusters Score -2244461 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2245125.000000 Penalty: 3288.596924
	Iteration 12Q: 3 clusters Score -2245125 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2245572.500000 Penalty: 3288.596924
	Iteration 13Q: 3 clusters Score -2245572 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2245822.500000 Penalty: 3288.596924
	Iteration 14Q: 3 clusters Score -2245822 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2246000.500000 Penalty: 3288.596924
	Iteration 15Q: 3 clusters Score -2246000 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2246127.000000 Penalty: 3288.596924
	Iteration 16Q: 3 clusters Score -2246127 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2246271.500000 Penalty: 3288.596924
	Iteration 17Q: 3 clusters Score -2246272 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2246426.500000 Penalty: 3288.596924
	Iteration 18Q: 3 clusters Score -2246426 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2246566.000000 Penalty: 3288.596924
	Iteration 19Q: 3 clusters Score -2246566 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2246689.500000 Penalty: 3288.596924
	Iteration 20F: 3 clusters Score -2246690 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2246817.000000 Penalty: 3288.596924
	Iteration 21Q: 3 clusters Score -2246817 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2246949.500000 Penalty: 3288.596924
	Iteration 22Q: 3 clusters Score -2246950 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2247098.750000 Penalty: 3288.596924
	Iteration 23Q: 3 clusters Score -2247099 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2247236.000000 Penalty: 3288.596924
	Iteration 24Q: 3 clusters Score -2247236 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2247369.750000 Penalty: 3288.596924
	Iteration 25Q: 3 clusters Score -2247370 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2247501.500000 Penalty: 3288.596924
	Iteration 26Q: 3 clusters Score -2247502 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2247633.000000 Penalty: 3288.596924
	Iteration 27Q: 3 clusters Score -2247633 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2247749.750000 Penalty: 3288.596924
	Iteration 28Q: 3 clusters Score -2247750 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2247845.750000 Penalty: 3288.596924
	Iteration 29Q: 3 clusters Score -2247846 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2247951.500000 Penalty: 3288.596924
	Iteration 30Q: 3 clusters Score -2247952 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2248064.000000 Penalty: 3288.596924
	Iteration 31Q: 3 clusters Score -2248064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2248174.500000 Penalty: 3288.596924
	Iteration 32Q: 3 clusters Score -2248174 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2248252.000000 Penalty: 3288.596924
	Iteration 33Q: 3 clusters Score -2248252 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2248332.750000 Penalty: 3288.596924
	Iteration 34Q: 3 clusters Score -2248333 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2248417.000000 Penalty: 3288.596924
	Iteration 35Q: 3 clusters Score -2248417 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2248501.250000 Penalty: 3288.596924
	Iteration 36Q: 3 clusters Score -2248501 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2248577.500000 Penalty: 3288.596924
	Iteration 37Q: 3 clusters Score -2248578 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2248619.500000 Penalty: 3288.596924
	Iteration 38Q: 3 clusters Score -2248620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2248669.750000 Penalty: 3288.596924
	Iteration 39Q: 3 clusters Score -2248670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2248710.000000 Penalty: 3288.596924
	Iteration 40F: 3 clusters Score -2248710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2248741.250000 Penalty: 3288.596924
	Iteration 41Q: 3 clusters Score -2248741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2248761.750000 Penalty: 3288.596924
	Iteration 42Q: 3 clusters Score -2248762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2248786.250000 Penalty: 3288.596924
	Iteration 43Q: 3 clusters Score -2248786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2248816.250000 Penalty: 3288.596924
	Iteration 44Q: 3 clusters Score -2248816 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2248846.500000 Penalty: 3288.596924
	Iteration 45Q: 3 clusters Score -2248846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2248876.750000 Penalty: 3288.596924
	Iteration 46Q: 3 clusters Score -2248877 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2248915.250000 Penalty: 3288.596924
	Iteration 47Q: 3 clusters Score -2248915 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2248946.750000 Penalty: 3288.596924
	Iteration 48Q: 3 clusters Score -2248947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2248985.500000 Penalty: 3288.596924
	Iteration 49Q: 3 clusters Score -2248986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2249008.250000 Penalty: 3288.596924
	Iteration 50Q: 3 clusters Score -2249008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2249039.250000 Penalty: 3288.596924
	Iteration 51Q: 3 clusters Score -2249039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2249057.000000 Penalty: 3288.596924
	Iteration 52Q: 3 clusters Score -2249057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2249071.000000 Penalty: 3288.596924
	Iteration 53Q: 3 clusters Score -2249071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2249085.250000 Penalty: 3288.596924
	Iteration 54Q: 3 clusters Score -2249085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2249089.000000 Penalty: 3288.596924
	Iteration 55Q: 3 clusters Score -2249089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2249102.000000 Penalty: 3288.596924
	Iteration 56Q: 3 clusters Score -2249102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2249105.500000 Penalty: 3288.596924
	Iteration 57Q: 3 clusters Score -2249106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2249108.750000 Penalty: 3288.596924
	Iteration 58Q: 3 clusters Score -2249109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2249110.250000 Penalty: 3288.596924
	Iteration 59Q: 3 clusters Score -2249110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2249111.750000 Penalty: 3288.596924
	Iteration 60F: 3 clusters Score -2249112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2249120.500000 Penalty: 3288.596924
	Iteration 61Q: 3 clusters Score -2249120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2249129.000000 Penalty: 3288.596924
	Iteration 62Q: 3 clusters Score -2249129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2249132.000000 Penalty: 3288.596924
	Iteration 63Q: 3 clusters Score -2249132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2249136.000000 Penalty: 3288.596924
	Iteration 64Q: 3 clusters Score -2249136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2249141.250000 Penalty: 3288.596924
	Iteration 65Q: 3 clusters Score -2249141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2249142.750000 Penalty: 3288.596924
	Iteration 66Q: 3 clusters Score -2249143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2249143.500000 Penalty: 3288.596924
	Iteration 67Q: 3 clusters Score -2249144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2249142.500000 Penalty: 3288.596924
	Iteration 68Q: 3 clusters Score -2249142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2249147.250000 Penalty: 3288.596924
	Iteration 69Q: 3 clusters Score -2249147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2249147.000000 Penalty: 3288.596924
	Iteration 70Q: 3 clusters Score -2249147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2249156.250000 Penalty: 3288.596924
	Iteration 71Q: 3 clusters Score -2249156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2249159.500000 Penalty: 3288.596924
	Iteration 72Q: 3 clusters Score -2249160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2249163.500000 Penalty: 3288.596924
	Iteration 73Q: 3 clusters Score -2249164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2249164.750000 Penalty: 3288.596924
	Iteration 74Q: 3 clusters Score -2249165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2249168.000000 Penalty: 3288.596924
	Iteration 75Q: 3 clusters Score -2249168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2249167.250000 Penalty: 3288.596924
	Iteration 76Q: 3 clusters Score -2249167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2249165.250000 Penalty: 3288.596924
	Iteration 77Q: 3 clusters Score -2249165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2249165.250000 Penalty: 3288.596924
	Iteration 78F: 3 clusters Score -2249165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -427870.906250 Penalty: 1373.365601
	Iteration 0F: 2 clusters Score -427870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -424109.218750 Penalty: 2746.731201
	Iteration 0F: 3 clusters Score -424109.2 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -425177.968750 Penalty: 2746.731201
	Iteration 1F: 3 clusters Score -425178 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -425476.718750 Penalty: 2746.731201
	Iteration 2F: 3 clusters Score -425476.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -425729.281250 Penalty: 2746.731201
	Iteration 3F: 3 clusters Score -425729.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -425978.937500 Penalty: 2746.731201
	Iteration 4F: 3 clusters Score -425978.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -426184.531250 Penalty: 2746.731201
	Iteration 5F: 3 clusters Score -426184.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -426363.750000 Penalty: 2746.731201
	Iteration 6Q: 3 clusters Score -426363.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -426565.625000 Penalty: 2746.731201
	Iteration 7Q: 3 clusters Score -426565.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -426731.875000 Penalty: 2746.731201
	Iteration 8Q: 3 clusters Score -426731.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -426871.000000 Penalty: 2746.731201
	Iteration 9Q: 3 clusters Score -426871 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -426977.625000 Penalty: 2746.731201
	Iteration 10Q: 3 clusters Score -426977.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -427036.750000 Penalty: 2746.731201
	Iteration 11Q: 3 clusters Score -427036.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -427077.031250 Penalty: 2746.731201
	Iteration 12Q: 3 clusters Score -427077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -427108.750000 Penalty: 2746.731201
	Iteration 13Q: 3 clusters Score -427108.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -427122.968750 Penalty: 2746.731201
	Iteration 14Q: 3 clusters Score -427123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -427134.031250 Penalty: 2746.731201
	Iteration 15Q: 3 clusters Score -427134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -427142.093750 Penalty: 2746.731201
	Iteration 16Q: 3 clusters Score -427142.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -427147.531250 Penalty: 2746.731201
	Iteration 17Q: 3 clusters Score -427147.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -427152.000000 Penalty: 2746.731201
	Iteration 18Q: 3 clusters Score -427152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -427155.187500 Penalty: 2746.731201
	Iteration 19Q: 3 clusters Score -427155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -427156.531250 Penalty: 2746.731201
	Iteration 20F: 3 clusters Score -427156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -427155.781250 Penalty: 2746.731201
	Iteration 21Q: 3 clusters Score -427155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -427158.406250 Penalty: 2746.731201
	Iteration 22Q: 3 clusters Score -427158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -427160.000000 Penalty: 2746.731201
	Iteration 23Q: 3 clusters Score -427160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -427162.468750 Penalty: 2746.731201
	Iteration 24Q: 3 clusters Score -427162.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -427163.593750 Penalty: 2746.731201
	Iteration 25Q: 3 clusters Score -427163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -427164.156250 Penalty: 2746.731201
	Iteration 26Q: 3 clusters Score -427164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -427164.031250 Penalty: 2746.731201
	Iteration 27Q: 3 clusters Score -427164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -427165.093750 Penalty: 2746.731201
	Iteration 28Q: 3 clusters Score -427165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -427166.375000 Penalty: 2746.731201
	Iteration 29Q: 3 clusters Score -427166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -427167.968750 Penalty: 2746.731201
	Iteration 30Q: 3 clusters Score -427168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -427169.281250 Penalty: 2746.731201
	Iteration 31Q: 3 clusters Score -427169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -427170.156250 Penalty: 2746.731201
	Iteration 32Q: 3 clusters Score -427170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -427171.781250 Penalty: 2746.731201
	Iteration 33Q: 3 clusters Score -427171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -427171.906250 Penalty: 2746.731201
	Iteration 34Q: 3 clusters Score -427171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -427172.656250 Penalty: 2746.731201
	Iteration 35Q: 3 clusters Score -427172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -427173.000000 Penalty: 2746.731201
	Iteration 36Q: 3 clusters Score -427173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -427176.343750 Penalty: 2746.731201
	Iteration 37Q: 3 clusters Score -427176.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -427180.468750 Penalty: 2746.731201
	Iteration 38Q: 3 clusters Score -427180.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -427182.406250 Penalty: 2746.731201
	Iteration 39Q: 3 clusters Score -427182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -427183.781250 Penalty: 2746.731201
	Iteration 40F: 3 clusters Score -427183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -427184.656250 Penalty: 2746.731201
	Iteration 41Q: 3 clusters Score -427184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -427184.687500 Penalty: 2746.731201
	Iteration 42Q: 3 clusters Score -427184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -427184.687500 Penalty: 2746.731201
	Iteration 43F: 3 clusters Score -427184.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -132578.593750 Penalty: 1206.135742
	Iteration 0F: 2 clusters Score -132578.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130759.656250 Penalty: 2412.271484
	Iteration 0F: 3 clusters Score -130759.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131197.562500 Penalty: 2412.271484
	Iteration 1F: 3 clusters Score -131197.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -131361.734375 Penalty: 2412.271484
	Iteration 2F: 3 clusters Score -131361.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -131492.218750 Penalty: 2412.271484
	Iteration 3F: 3 clusters Score -131492.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -131620.500000 Penalty: 2412.271484
	Iteration 4F: 3 clusters Score -131620.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -131715.265625 Penalty: 2412.271484
	Iteration 5Q: 3 clusters Score -131715.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -131782.828125 Penalty: 2412.271484
	Iteration 6Q: 3 clusters Score -131782.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -131847.421875 Penalty: 2412.271484
	Iteration 7Q: 3 clusters Score -131847.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -131907.078125 Penalty: 2412.271484
	Iteration 8Q: 3 clusters Score -131907.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -131964.500000 Penalty: 2412.271484
	Iteration 9Q: 3 clusters Score -131964.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -132003.187500 Penalty: 2412.271484
	Iteration 10Q: 3 clusters Score -132003.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -132035.078125 Penalty: 2412.271484
	Iteration 11Q: 3 clusters Score -132035.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -132066.484375 Penalty: 2412.271484
	Iteration 12Q: 3 clusters Score -132066.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -132096.062500 Penalty: 2412.271484
	Iteration 13Q: 3 clusters Score -132096.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -132120.750000 Penalty: 2412.271484
	Iteration 14Q: 3 clusters Score -132120.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -132134.328125 Penalty: 2412.271484
	Iteration 15Q: 3 clusters Score -132134.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -132147.531250 Penalty: 2412.271484
	Iteration 16Q: 3 clusters Score -132147.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -132160.500000 Penalty: 2412.271484
	Iteration 17Q: 3 clusters Score -132160.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -132176.000000 Penalty: 2412.271484
	Iteration 18Q: 3 clusters Score -132176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -132201.593750 Penalty: 2412.271484
	Iteration 19Q: 3 clusters Score -132201.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -132230.296875 Penalty: 2412.271484
	Iteration 20F: 3 clusters Score -132230.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -132270.875000 Penalty: 2412.271484
	Iteration 21Q: 3 clusters Score -132270.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -132323.015625 Penalty: 2412.271484
	Iteration 22Q: 3 clusters Score -132323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -132352.593750 Penalty: 2412.271484
	Iteration 23Q: 3 clusters Score -132352.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -132367.984375 Penalty: 2412.271484
	Iteration 24Q: 3 clusters Score -132368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -132372.140625 Penalty: 2412.271484
	Iteration 25Q: 3 clusters Score -132372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -132374.687500 Penalty: 2412.271484
	Iteration 26Q: 3 clusters Score -132374.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -132374.687500 Penalty: 2412.271484
	Iteration 27F: 3 clusters Score -132374.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135156.156250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135156.2 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 742 members 
Entering Unmasked Estep 
Score: -133410.984375 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133411 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -133718.718750 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133718.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133793.765625 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133793.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133841.140625 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133841.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -133870.218750 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133870.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133891.296875 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133891.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133905.234375 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133905.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133915.203125 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -133915.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133925.281250 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -133925.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133930.765625 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -133930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133940.515625 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -133940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -133947.406250 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -133947.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -133953.421875 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -133953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133957.640625 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -133957.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -133964.031250 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -133964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -133969.125000 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -133969.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -133973.890625 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -133973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -133976.171875 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -133976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -133976.640625 Penalty: 2374.404541
	Iteration 18Q: 3 clusters Score -133976.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -133976.640625 Penalty: 2374.404541
	Iteration 19F: 3 clusters Score -133976.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -223154.875000 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -223154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -220768.765625 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -220768.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -221295.046875 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -221295 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -221433.890625 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -221433.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -221534.390625 Penalty: 2534.520020
	Iteration 3F: 3 clusters Score -221534.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -221600.421875 Penalty: 2534.520020
	Iteration 4Q: 3 clusters Score -221600.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -221656.281250 Penalty: 2534.520020
	Iteration 5Q: 3 clusters Score -221656.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -221692.171875 Penalty: 2534.520020
	Iteration 6Q: 3 clusters Score -221692.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -221721.234375 Penalty: 2534.520020
	Iteration 7Q: 3 clusters Score -221721.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -221745.046875 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -221745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -221762.546875 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -221762.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -221780.078125 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -221780.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -221798.968750 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -221799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -221822.671875 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -221822.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -221842.921875 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -221842.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -221867.171875 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -221867.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -221887.015625 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -221887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -221905.578125 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -221905.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -221926.765625 Penalty: 2534.520020
	Iteration 17Q: 3 clusters Score -221926.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -221956.562500 Penalty: 2534.520020
	Iteration 18Q: 3 clusters Score -221956.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -221988.656250 Penalty: 2534.520020
	Iteration 19Q: 3 clusters Score -221988.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -222017.687500 Penalty: 2534.520020
	Iteration 20F: 3 clusters Score -222017.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -222040.421875 Penalty: 2534.520020
	Iteration 21Q: 3 clusters Score -222040.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222069.296875 Penalty: 2534.520020
	Iteration 22Q: 3 clusters Score -222069.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -222090.015625 Penalty: 2534.520020
	Iteration 23Q: 3 clusters Score -222090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -222106.484375 Penalty: 2534.520020
	Iteration 24Q: 3 clusters Score -222106.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -222117.671875 Penalty: 2534.520020
	Iteration 25Q: 3 clusters Score -222117.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -222126.390625 Penalty: 2534.520020
	Iteration 26Q: 3 clusters Score -222126.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -222137.843750 Penalty: 2534.520020
	Iteration 27Q: 3 clusters Score -222137.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -222147.703125 Penalty: 2534.520020
	Iteration 28Q: 3 clusters Score -222147.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -222153.593750 Penalty: 2534.520020
	Iteration 29Q: 3 clusters Score -222153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -222159.546875 Penalty: 2534.520020
	Iteration 30Q: 3 clusters Score -222159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -222165.359375 Penalty: 2534.520020
	Iteration 31Q: 3 clusters Score -222165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -222171.468750 Penalty: 2534.520020
	Iteration 32Q: 3 clusters Score -222171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -222176.625000 Penalty: 2534.520020
	Iteration 33Q: 3 clusters Score -222176.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -222180.609375 Penalty: 2534.520020
	Iteration 34Q: 3 clusters Score -222180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -222183.781250 Penalty: 2534.520020
	Iteration 35Q: 3 clusters Score -222183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -222189.171875 Penalty: 2534.520020
	Iteration 36Q: 3 clusters Score -222189.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -222192.843750 Penalty: 2534.520020
	Iteration 37Q: 3 clusters Score -222192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -222195.421875 Penalty: 2534.520020
	Iteration 38Q: 3 clusters Score -222195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -222195.843750 Penalty: 2534.520020
	Iteration 39Q: 3 clusters Score -222195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -222196.156250 Penalty: 2534.520020
	Iteration 40F: 3 clusters Score -222196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -80649.500000 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -80649.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79288.531250 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -79288.53 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79582.453125 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -79582.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79665.453125 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -79665.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79726.578125 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -79726.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -79778.953125 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -79778.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79799.812500 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -79799.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79816.531250 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -79816.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79828.960938 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -79828.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79843.703125 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -79843.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -79859.734375 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -79859.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79876.710938 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -79876.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79895.054688 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -79895.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79914.273438 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -79914.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79923.898438 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -79923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79929.265625 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -79929.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79935.867188 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -79935.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79940.812500 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -79940.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79950.937500 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -79950.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79959.109375 Penalty: 2235.456055
	Iteration 18Q: 3 clusters Score -79959.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79967.406250 Penalty: 2235.456055
	Iteration 19Q: 3 clusters Score -79967.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79971.929688 Penalty: 2235.456055
	Iteration 20F: 3 clusters Score -79971.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79978.046875 Penalty: 2235.456055
	Iteration 21Q: 3 clusters Score -79978.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79979.281250 Penalty: 2235.456055
	Iteration 22Q: 3 clusters Score -79979.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79979.281250 Penalty: 2235.456055
	Iteration 23F: 3 clusters Score -79979.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -346888.250000 Penalty: 1337.382202
	Iteration 0F: 2 clusters Score -346888.2 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 1884 members 
Entering Unmasked Estep 
Score: -343655.250000 Penalty: 2674.764404
	Iteration 0F: 3 clusters Score -343655.2 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -344449.875000 Penalty: 2674.764404
	Iteration 1F: 3 clusters Score -344449.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -344592.437500 Penalty: 2674.764404
	Iteration 2F: 3 clusters Score -344592.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -344687.937500 Penalty: 2674.764404
	Iteration 3Q: 3 clusters Score -344687.9 nChanged 148
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: -344754.718750 Penalty: 2674.764404
	Iteration 4Q: 3 clusters Score -344754.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -344801.062500 Penalty: 2674.764404
	Iteration 5Q: 3 clusters Score -344801.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -344838.593750 Penalty: 2674.764404
	Iteration 6Q: 3 clusters Score -344838.6 nChanged 80
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: -344869.812500 Penalty: 2674.764404
	Iteration 7Q: 3 clusters Score -344869.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -344907.187500 Penalty: 2674.764404
	Iteration 8Q: 3 clusters Score -344907.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -344957.281250 Penalty: 2674.764404
	Iteration 9Q: 3 clusters Score -344957.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -345015.937500 Penalty: 2674.764404
	Iteration 10Q: 3 clusters Score -345015.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -345067.281250 Penalty: 2674.764404
	Iteration 11Q: 3 clusters Score -345067.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -345123.843750 Penalty: 2674.764404
	Iteration 12Q: 3 clusters Score -345123.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -345170.843750 Penalty: 2674.764404
	Iteration 13Q: 3 clusters Score -345170.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -345212.968750 Penalty: 2674.764404
	Iteration 14Q: 3 clusters Score -345213 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -345258.562500 Penalty: 2674.764404
	Iteration 15Q: 3 clusters Score -345258.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -345328.218750 Penalty: 2674.764404
	Iteration 16Q: 3 clusters Score -345328.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -345408.218750 Penalty: 2674.764404
	Iteration 17Q: 3 clusters Score -345408.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -345482.281250 Penalty: 2674.764404
	Iteration 18Q: 3 clusters Score -345482.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -345549.125000 Penalty: 2674.764404
	Iteration 19Q: 3 clusters Score -345549.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -345628.281250 Penalty: 2674.764404
	Iteration 20F: 3 clusters Score -345628.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -345703.375000 Penalty: 2674.764404
	Iteration 21Q: 3 clusters Score -345703.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -345761.343750 Penalty: 2674.764404
	Iteration 22Q: 3 clusters Score -345761.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -345812.781250 Penalty: 2674.764404
	Iteration 23Q: 3 clusters Score -345812.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -345845.968750 Penalty: 2674.764404
	Iteration 24Q: 3 clusters Score -345846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -345876.562500 Penalty: 2674.764404
	Iteration 25Q: 3 clusters Score -345876.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -345910.062500 Penalty: 2674.764404
	Iteration 26Q: 3 clusters Score -345910.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -345935.593750 Penalty: 2674.764404
	Iteration 27Q: 3 clusters Score -345935.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -345958.468750 Penalty: 2674.764404
	Iteration 28Q: 3 clusters Score -345958.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -345988.625000 Penalty: 2674.764404
	Iteration 29Q: 3 clusters Score -345988.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -346033.968750 Penalty: 2674.764404
	Iteration 30Q: 3 clusters Score -346034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -346115.718750 Penalty: 2674.764404
	Iteration 31Q: 3 clusters Score -346115.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -346234.312500 Penalty: 2674.764404
	Iteration 32Q: 3 clusters Score -346234.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -346395.625000 Penalty: 2674.764404
	Iteration 33Q: 3 clusters Score -346395.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -346508.625000 Penalty: 2674.764404
	Iteration 34Q: 3 clusters Score -346508.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -346569.812500 Penalty: 2674.764404
	Iteration 35Q: 3 clusters Score -346569.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -346604.406250 Penalty: 2674.764404
	Iteration 36Q: 3 clusters Score -346604.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -346622.125000 Penalty: 2674.764404
	Iteration 37Q: 3 clusters Score -346622.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -346632.750000 Penalty: 2674.764404
	Iteration 38Q: 3 clusters Score -346632.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -346643.062500 Penalty: 2674.764404
	Iteration 39Q: 3 clusters Score -346643.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -346648.156250 Penalty: 2674.764404
	Iteration 40F: 3 clusters Score -346648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -346651.843750 Penalty: 2674.764404
	Iteration 41Q: 3 clusters Score -346651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -346653.093750 Penalty: 2674.764404
	Iteration 42Q: 3 clusters Score -346653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -346653.500000 Penalty: 2674.764404
	Iteration 43Q: 3 clusters Score -346653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -346654.687500 Penalty: 2674.764404
	Iteration 44Q: 3 clusters Score -346654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -346655.093750 Penalty: 2674.764404
	Iteration 45Q: 3 clusters Score -346655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -346656.281250 Penalty: 2674.764404
	Iteration 46Q: 3 clusters Score -346656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -346656.125000 Penalty: 2674.764404
	Iteration 47Q: 3 clusters Score -346656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -346656.125000 Penalty: 2674.764404
	Iteration 48F: 3 clusters Score -346656.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -339113.093750 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -339113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -335967.437500 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -335967.4 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -336786.312500 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -336786.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -336948.468750 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -336948.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -337038.375000 Penalty: 2668.996582
	Iteration 3Q: 3 clusters Score -337038.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -337098.656250 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -337098.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -337148.656250 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -337148.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -337185.781250 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -337185.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -337222.937500 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -337222.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -337258.093750 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -337258.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -337299.593750 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -337299.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -337337.406250 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -337337.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -337377.281250 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -337377.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -337421.750000 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -337421.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -337467.375000 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -337467.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -337505.437500 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -337505.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -337532.687500 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -337532.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -337560.906250 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -337560.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -337598.156250 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -337598.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -337637.062500 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -337637.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -337676.093750 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -337676.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -337718.375000 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -337718.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -337769.718750 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -337769.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -337832.812500 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -337832.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -337888.718750 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -337888.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -337942.125000 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -337942.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -337990.250000 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -337990.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -338034.500000 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -338034.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -338069.437500 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -338069.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -338104.875000 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -338104.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -338136.718750 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -338136.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -338163.906250 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -338163.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -338180.812500 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -338180.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -338200.468750 Penalty: 2668.996582
	Iteration 32Q: 3 clusters Score -338200.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -338219.187500 Penalty: 2668.996582
	Iteration 33Q: 3 clusters Score -338219.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -338229.843750 Penalty: 2668.996582
	Iteration 34Q: 3 clusters Score -338229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -338235.656250 Penalty: 2668.996582
	Iteration 35Q: 3 clusters Score -338235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -338240.718750 Penalty: 2668.996582
	Iteration 36Q: 3 clusters Score -338240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -338244.125000 Penalty: 2668.996582
	Iteration 37Q: 3 clusters Score -338244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -338246.281250 Penalty: 2668.996582
	Iteration 38Q: 3 clusters Score -338246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -338247.906250 Penalty: 2668.996582
	Iteration 39Q: 3 clusters Score -338247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -338248.625000 Penalty: 2668.996582
	Iteration 40F: 3 clusters Score -338248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -338248.031250 Penalty: 2668.996582
	Iteration 41Q: 3 clusters Score -338248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -338248.031250 Penalty: 2668.996582
	Iteration 42F: 3 clusters Score -338248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -143340.250000 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -143340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -141560.656250 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -141560.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -141918.984375 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -141919 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142011.953125 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -142012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -142062.328125 Penalty: 2386.823730
	Iteration 3Q: 3 clusters Score -142062.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142091.515625 Penalty: 2386.823730
	Iteration 4Q: 3 clusters Score -142091.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142105.265625 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -142105.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142110.343750 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -142110.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142114.937500 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -142114.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142121.968750 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -142122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142128.375000 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -142128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142134.781250 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -142134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142137.593750 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -142137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142138.625000 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -142138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142139.187500 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -142139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142139.187500 Penalty: 2386.823730
	Iteration 14F: 3 clusters Score -142139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -99840.656250 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -99840.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -98327.921875 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -98327.92 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98593.828125 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -98593.83 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98663.445312 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -98663.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98689.242188 Penalty: 2277.176025
	Iteration 3Q: 3 clusters Score -98689.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -98712.929688 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -98712.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98731.664062 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -98731.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98747.789062 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -98747.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -98756.742188 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -98756.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98763.437500 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -98763.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98767.507812 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -98767.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -98771.664062 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -98771.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98779.835938 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -98779.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98789.937500 Penalty: 2277.176025
	Iteration 12Q: 3 clusters Score -98789.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98795.078125 Penalty: 2277.176025
	Iteration 13Q: 3 clusters Score -98795.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98798.945312 Penalty: 2277.176025
	Iteration 14Q: 3 clusters Score -98798.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98802.218750 Penalty: 2277.176025
	Iteration 15Q: 3 clusters Score -98802.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98807.101562 Penalty: 2277.176025
	Iteration 16Q: 3 clusters Score -98807.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98817.242188 Penalty: 2277.176025
	Iteration 17Q: 3 clusters Score -98817.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98821.148438 Penalty: 2277.176025
	Iteration 18Q: 3 clusters Score -98821.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98821.929688 Penalty: 2277.176025
	Iteration 19Q: 3 clusters Score -98821.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98824.421875 Penalty: 2277.176025
	Iteration 20F: 3 clusters Score -98824.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98825.109375 Penalty: 2277.176025
	Iteration 21Q: 3 clusters Score -98825.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98826.312500 Penalty: 2277.176025
	Iteration 22Q: 3 clusters Score -98826.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98826.984375 Penalty: 2277.176025
	Iteration 23Q: 3 clusters Score -98826.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98828.195312 Penalty: 2277.176025
	Iteration 24Q: 3 clusters Score -98828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98830.039062 Penalty: 2277.176025
	Iteration 25Q: 3 clusters Score -98830.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98830.398438 Penalty: 2277.176025
	Iteration 26Q: 3 clusters Score -98830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98830.875000 Penalty: 2277.176025
	Iteration 27Q: 3 clusters Score -98830.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98832.460938 Penalty: 2277.176025
	Iteration 28Q: 3 clusters Score -98832.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -98833.070312 Penalty: 2277.176025
	Iteration 29Q: 3 clusters Score -98833.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98833.429688 Penalty: 2277.176025
	Iteration 30Q: 3 clusters Score -98833.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -98833.968750 Penalty: 2277.176025
	Iteration 31Q: 3 clusters Score -98833.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98834.429688 Penalty: 2277.176025
	Iteration 32Q: 3 clusters Score -98834.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -98834.859375 Penalty: 2277.176025
	Iteration 33Q: 3 clusters Score -98834.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -98834.859375 Penalty: 2277.176025
	Iteration 34F: 3 clusters Score -98834.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -418984.500000 Penalty: 1366.525146
	Iteration 0F: 2 clusters Score -418984.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -415393.718750 Penalty: 2733.050293
	Iteration 0F: 3 clusters Score -415393.7 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -416394.343750 Penalty: 2733.050293
	Iteration 1F: 3 clusters Score -416394.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -416613.812500 Penalty: 2733.050293
	Iteration 2F: 3 clusters Score -416613.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -416760.843750 Penalty: 2733.050293
	Iteration 3F: 3 clusters Score -416760.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -416895.031250 Penalty: 2733.050293
	Iteration 4Q: 3 clusters Score -416895 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -417031.218750 Penalty: 2733.050293
	Iteration 5Q: 3 clusters Score -417031.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -417161.781250 Penalty: 2733.050293
	Iteration 6Q: 3 clusters Score -417161.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -417269.343750 Penalty: 2733.050293
	Iteration 7Q: 3 clusters Score -417269.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -417356.187500 Penalty: 2733.050293
	Iteration 8Q: 3 clusters Score -417356.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -417426.000000 Penalty: 2733.050293
	Iteration 9Q: 3 clusters Score -417426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -417485.562500 Penalty: 2733.050293
	Iteration 10Q: 3 clusters Score -417485.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -417531.968750 Penalty: 2733.050293
	Iteration 11Q: 3 clusters Score -417532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -417582.406250 Penalty: 2733.050293
	Iteration 12Q: 3 clusters Score -417582.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -417629.593750 Penalty: 2733.050293
	Iteration 13Q: 3 clusters Score -417629.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -417666.625000 Penalty: 2733.050293
	Iteration 14Q: 3 clusters Score -417666.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -417692.875000 Penalty: 2733.050293
	Iteration 15Q: 3 clusters Score -417692.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -417720.187500 Penalty: 2733.050293
	Iteration 16Q: 3 clusters Score -417720.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -417740.187500 Penalty: 2733.050293
	Iteration 17Q: 3 clusters Score -417740.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -417757.656250 Penalty: 2733.050293
	Iteration 18Q: 3 clusters Score -417757.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -417763.843750 Penalty: 2733.050293
	Iteration 19Q: 3 clusters Score -417763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -417768.500000 Penalty: 2733.050293
	Iteration 20F: 3 clusters Score -417768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -417772.000000 Penalty: 2733.050293
	Iteration 21Q: 3 clusters Score -417772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -417777.281250 Penalty: 2733.050293
	Iteration 22Q: 3 clusters Score -417777.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -417785.375000 Penalty: 2733.050293
	Iteration 23Q: 3 clusters Score -417785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -417789.468750 Penalty: 2733.050293
	Iteration 24Q: 3 clusters Score -417789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -417791.656250 Penalty: 2733.050293
	Iteration 25Q: 3 clusters Score -417791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -417791.781250 Penalty: 2733.050293
	Iteration 26Q: 3 clusters Score -417791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -417792.343750 Penalty: 2733.050293
	Iteration 27Q: 3 clusters Score -417792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -417792.343750 Penalty: 2733.050293
	Iteration 28F: 3 clusters Score -417792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -1895536.750000 Penalty: 1608.697998
	Iteration 0F: 2 clusters Score -1895537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1881966.250000 Penalty: 3217.395996
	Iteration 0F: 3 clusters Score -1881966 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1886887.875000 Penalty: 3217.395996
	Iteration 1F: 3 clusters Score -1886888 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1887228.750000 Penalty: 3217.395996
	Iteration 2Q: 3 clusters Score -1887229 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1887534.625000 Penalty: 3217.395996
	Iteration 3Q: 3 clusters Score -1887535 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1887867.500000 Penalty: 3217.395996
	Iteration 4Q: 3 clusters Score -1887868 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1888256.125000 Penalty: 3217.395996
	Iteration 5Q: 3 clusters Score -1888256 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1888828.750000 Penalty: 3217.395996
	Iteration 6Q: 3 clusters Score -1888829 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1889696.125000 Penalty: 3217.395996
	Iteration 7F: 3 clusters Score -1889696 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1890810.250000 Penalty: 3217.395996
	Iteration 8F: 3 clusters Score -1890810 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1891968.750000 Penalty: 3217.395996
	Iteration 9F: 3 clusters Score -1891969 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1892890.000000 Penalty: 3217.395996
	Iteration 10Q: 3 clusters Score -1892890 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1893471.375000 Penalty: 3217.395996
	Iteration 11Q: 3 clusters Score -1893471 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1893802.875000 Penalty: 3217.395996
	Iteration 12Q: 3 clusters Score -1893803 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1893950.500000 Penalty: 3217.395996
	Iteration 13Q: 3 clusters Score -1893950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1894019.500000 Penalty: 3217.395996
	Iteration 14Q: 3 clusters Score -1894020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1894063.875000 Penalty: 3217.395996
	Iteration 15Q: 3 clusters Score -1894064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1894097.625000 Penalty: 3217.395996
	Iteration 16Q: 3 clusters Score -1894098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1894127.000000 Penalty: 3217.395996
	Iteration 17Q: 3 clusters Score -1894127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1894144.625000 Penalty: 3217.395996
	Iteration 18Q: 3 clusters Score -1894145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1894155.500000 Penalty: 3217.395996
	Iteration 19Q: 3 clusters Score -1894156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1894161.750000 Penalty: 3217.395996
	Iteration 20F: 3 clusters Score -1894162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1894163.000000 Penalty: 3217.395996
	Iteration 21Q: 3 clusters Score -1894163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1894166.625000 Penalty: 3217.395996
	Iteration 22Q: 3 clusters Score -1894167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1894166.375000 Penalty: 3217.395996
	Iteration 23Q: 3 clusters Score -1894166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1894170.250000 Penalty: 3217.395996
	Iteration 24Q: 3 clusters Score -1894170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1894170.000000 Penalty: 3217.395996
	Iteration 25Q: 3 clusters Score -1894170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1894169.875000 Penalty: 3217.395996
	Iteration 26Q: 3 clusters Score -1894170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1894169.875000 Penalty: 3217.395996
	Iteration 27F: 3 clusters Score -1894170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -745994.750000 Penalty: 1460.683228
	Iteration 0F: 2 clusters Score -745994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -739982.187500 Penalty: 2921.366455
	Iteration 0F: 3 clusters Score -739982.2 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -741849.312500 Penalty: 2921.366455
	Iteration 1F: 3 clusters Score -741849.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -742076.875000 Penalty: 2921.366455
	Iteration 2F: 3 clusters Score -742076.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -742276.812500 Penalty: 2921.366455
	Iteration 3F: 3 clusters Score -742276.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -742481.750000 Penalty: 2921.366455
	Iteration 4Q: 3 clusters Score -742481.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -742699.562500 Penalty: 2921.366455
	Iteration 5Q: 3 clusters Score -742699.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -742929.375000 Penalty: 2921.366455
	Iteration 6Q: 3 clusters Score -742929.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -743203.250000 Penalty: 2921.366455
	Iteration 7F: 3 clusters Score -743203.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -743485.687500 Penalty: 2921.366455
	Iteration 8F: 3 clusters Score -743485.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -743754.875000 Penalty: 2921.366455
	Iteration 9Q: 3 clusters Score -743754.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -744023.562500 Penalty: 2921.366455
	Iteration 10Q: 3 clusters Score -744023.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -744277.687500 Penalty: 2921.366455
	Iteration 11Q: 3 clusters Score -744277.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -744534.375000 Penalty: 2921.366455
	Iteration 12Q: 3 clusters Score -744534.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -744761.187500 Penalty: 2921.366455
	Iteration 13Q: 3 clusters Score -744761.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -744912.750000 Penalty: 2921.366455
	Iteration 14Q: 3 clusters Score -744912.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -744983.437500 Penalty: 2921.366455
	Iteration 15Q: 3 clusters Score -744983.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -745020.625000 Penalty: 2921.366455
	Iteration 16Q: 3 clusters Score -745020.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -745045.812500 Penalty: 2921.366455
	Iteration 17Q: 3 clusters Score -745045.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -745055.875000 Penalty: 2921.366455
	Iteration 18Q: 3 clusters Score -745055.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -745059.625000 Penalty: 2921.366455
	Iteration 19Q: 3 clusters Score -745059.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -745062.687500 Penalty: 2921.366455
	Iteration 20F: 3 clusters Score -745062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -745064.062500 Penalty: 2921.366455
	Iteration 21Q: 3 clusters Score -745064.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -745066.375000 Penalty: 2921.366455
	Iteration 22Q: 3 clusters Score -745066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -745068.000000 Penalty: 2921.366455
	Iteration 23Q: 3 clusters Score -745068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -745070.062500 Penalty: 2921.366455
	Iteration 24Q: 3 clusters Score -745070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -745070.250000 Penalty: 2921.366455
	Iteration 25Q: 3 clusters Score -745070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -745070.062500 Penalty: 2921.366455
	Iteration 26Q: 3 clusters Score -745070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -745070.562500 Penalty: 2921.366455
	Iteration 27Q: 3 clusters Score -745070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -745073.000000 Penalty: 2921.366455
	Iteration 28Q: 3 clusters Score -745073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -745072.125000 Penalty: 2921.366455
	Iteration 29Q: 3 clusters Score -745072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -745072.125000 Penalty: 2921.366455
	Iteration 30F: 3 clusters Score -745072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (35982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Entering Unmasked Estep 
Score: -3532414.750000 Penalty: 1704.750854
	Iteration 0F: 2 clusters Score -3532415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3511193.250000 Penalty: 3409.501709
	Iteration 0F: 3 clusters Score -3511193 nChanged 16606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3520431.250000 Penalty: 3409.501709
	Iteration 1F: 3 clusters Score -3520431 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3520877.750000 Penalty: 3409.501709
	Iteration 2Q: 3 clusters Score -3520878 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3521484.750000 Penalty: 3409.501709
	Iteration 3Q: 3 clusters Score -3521485 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3522334.000000 Penalty: 3409.501709
	Iteration 4Q: 3 clusters Score -3522334 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3523446.500000 Penalty: 3409.501709
	Iteration 5F: 3 clusters Score -3523446 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3524925.250000 Penalty: 3409.501709
	Iteration 6F: 3 clusters Score -3524925 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3526651.750000 Penalty: 3409.501709
	Iteration 7F: 3 clusters Score -3526652 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3528354.250000 Penalty: 3409.501709
	Iteration 8F: 3 clusters Score -3528354 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3529405.750000 Penalty: 3409.501709
	Iteration 9F: 3 clusters Score -3529406 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3529883.750000 Penalty: 3409.501709
	Iteration 10Q: 3 clusters Score -3529884 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3530167.500000 Penalty: 3409.501709
	Iteration 11Q: 3 clusters Score -3530168 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3530360.500000 Penalty: 3409.501709
	Iteration 12Q: 3 clusters Score -3530360 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3530543.750000 Penalty: 3409.501709
	Iteration 13Q: 3 clusters Score -3530544 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3530725.500000 Penalty: 3409.501709
	Iteration 14Q: 3 clusters Score -3530726 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3530905.000000 Penalty: 3409.501709
	Iteration 15Q: 3 clusters Score -3530905 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3531023.750000 Penalty: 3409.501709
	Iteration 16Q: 3 clusters Score -3531024 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3531137.500000 Penalty: 3409.501709
	Iteration 17Q: 3 clusters Score -3531138 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3531190.000000 Penalty: 3409.501709
	Iteration 18Q: 3 clusters Score -3531190 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3531252.000000 Penalty: 3409.501709
	Iteration 19Q: 3 clusters Score -3531252 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3531312.250000 Penalty: 3409.501709
	Iteration 20F: 3 clusters Score -3531312 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3531377.250000 Penalty: 3409.501709
	Iteration 21Q: 3 clusters Score -3531377 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3531415.250000 Penalty: 3409.501709
	Iteration 22Q: 3 clusters Score -3531415 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3531449.250000 Penalty: 3409.501709
	Iteration 23Q: 3 clusters Score -3531449 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3531463.750000 Penalty: 3409.501709
	Iteration 24Q: 3 clusters Score -3531464 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3531506.750000 Penalty: 3409.501709
	Iteration 25Q: 3 clusters Score -3531507 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3531552.750000 Penalty: 3409.501709
	Iteration 26Q: 3 clusters Score -3531553 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3531568.500000 Penalty: 3409.501709
	Iteration 27Q: 3 clusters Score -3531568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3531619.750000 Penalty: 3409.501709
	Iteration 28Q: 3 clusters Score -3531620 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3531638.500000 Penalty: 3409.501709
	Iteration 29Q: 3 clusters Score -3531638 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3531661.250000 Penalty: 3409.501709
	Iteration 30Q: 3 clusters Score -3531661 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3531689.500000 Penalty: 3409.501709
	Iteration 31Q: 3 clusters Score -3531690 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3531725.750000 Penalty: 3409.501709
	Iteration 32Q: 3 clusters Score -3531726 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3531782.750000 Penalty: 3409.501709
	Iteration 33Q: 3 clusters Score -3531783 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3531819.500000 Penalty: 3409.501709
	Iteration 34Q: 3 clusters Score -3531820 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3531858.000000 Penalty: 3409.501709
	Iteration 35Q: 3 clusters Score -3531858 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3531913.750000 Penalty: 3409.501709
	Iteration 36Q: 3 clusters Score -3531914 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3531951.500000 Penalty: 3409.501709
	Iteration 37Q: 3 clusters Score -3531952 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3532010.750000 Penalty: 3409.501709
	Iteration 38Q: 3 clusters Score -3532011 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3532061.000000 Penalty: 3409.501709
	Iteration 39Q: 3 clusters Score -3532061 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3532105.500000 Penalty: 3409.501709
	Iteration 40F: 3 clusters Score -3532106 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3532182.000000 Penalty: 3409.501709
	Iteration 41Q: 3 clusters Score -3532182 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3532197.500000 Penalty: 3409.501709
	Iteration 42Q: 3 clusters Score -3532198 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3532229.000000 Penalty: 3409.501709
	Iteration 43Q: 3 clusters Score -3532229 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3532245.250000 Penalty: 3409.501709
	Iteration 44Q: 3 clusters Score -3532245 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3532255.500000 Penalty: 3409.501709
	Iteration 45Q: 3 clusters Score -3532256 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3532294.250000 Penalty: 3409.501709
	Iteration 46Q: 3 clusters Score -3532294 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3532341.750000 Penalty: 3409.501709
	Iteration 47Q: 3 clusters Score -3532342 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3532362.250000 Penalty: 3409.501709
	Iteration 48Q: 3 clusters Score -3532362 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3532390.750000 Penalty: 3409.501709
	Iteration 49Q: 3 clusters Score -3532391 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3532262.500000 Penalty: 3409.501709
	Iteration 50Q: 3 clusters Score -3532262 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3532152.500000 Penalty: 3409.501709
	Iteration 51Q: 3 clusters Score -3532152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3532045.000000 Penalty: 3409.501709
	Iteration 52Q: 3 clusters Score -3532045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3531971.750000 Penalty: 3409.501709
	Iteration 53Q: 3 clusters Score -3531972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3531902.750000 Penalty: 3409.501709
	Iteration 54Q: 3 clusters Score -3531903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3531809.750000 Penalty: 3409.501709
	Iteration 55Q: 3 clusters Score -3531810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3531785.000000 Penalty: 3409.501709
	Iteration 56Q: 3 clusters Score -3531785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3531747.250000 Penalty: 3409.501709
	Iteration 57Q: 3 clusters Score -3531747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3531694.500000 Penalty: 3409.501709
	Iteration 58Q: 3 clusters Score -3531694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3531624.250000 Penalty: 3409.501709
	Iteration 59Q: 3 clusters Score -3531624 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3531565.500000 Penalty: 3409.501709
	Iteration 60F: 3 clusters Score -3531566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3531535.000000 Penalty: 3409.501709
	Iteration 61Q: 3 clusters Score -3531535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3531516.500000 Penalty: 3409.501709
	Iteration 62Q: 3 clusters Score -3531516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3531496.750000 Penalty: 3409.501709
	Iteration 63Q: 3 clusters Score -3531497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3531487.250000 Penalty: 3409.501709
	Iteration 64Q: 3 clusters Score -3531487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3531484.250000 Penalty: 3409.501709
	Iteration 65Q: 3 clusters Score -3531484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3531488.250000 Penalty: 3409.501709
	Iteration 66Q: 3 clusters Score -3531488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3531481.000000 Penalty: 3409.501709
	Iteration 67Q: 3 clusters Score -3531481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3531472.000000 Penalty: 3409.501709
	Iteration 68Q: 3 clusters Score -3531472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3531473.000000 Penalty: 3409.501709
	Iteration 69Q: 3 clusters Score -3531473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3531461.250000 Penalty: 3409.501709
	Iteration 70Q: 3 clusters Score -3531461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3531469.000000 Penalty: 3409.501709
	Iteration 71Q: 3 clusters Score -3531469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3531468.250000 Penalty: 3409.501709
	Iteration 72Q: 3 clusters Score -3531468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3531464.500000 Penalty: 3409.501709
	Iteration 73Q: 3 clusters Score -3531464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3531469.750000 Penalty: 3409.501709
	Iteration 74Q: 3 clusters Score -3531470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3531468.000000 Penalty: 3409.501709
	Iteration 75Q: 3 clusters Score -3531468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3531473.500000 Penalty: 3409.501709
	Iteration 76Q: 3 clusters Score -3531474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3531471.500000 Penalty: 3409.501709
	Iteration 77Q: 3 clusters Score -3531472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3531471.000000 Penalty: 3409.501709
	Iteration 78Q: 3 clusters Score -3531471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3531467.250000 Penalty: 3409.501709
	Iteration 79Q: 3 clusters Score -3531467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3531465.750000 Penalty: 3409.501709
	Iteration 80F: 3 clusters Score -3531466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3531468.250000 Penalty: 3409.501709
	Iteration 81Q: 3 clusters Score -3531468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3531461.750000 Penalty: 3409.501709
	Iteration 82Q: 3 clusters Score -3531462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3531461.250000 Penalty: 3409.501709
	Iteration 83Q: 3 clusters Score -3531461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3531456.250000 Penalty: 3409.501709
	Iteration 84Q: 3 clusters Score -3531456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3531456.250000 Penalty: 3409.501709
	Iteration 85F: 3 clusters Score -3531456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Entering Unmasked Estep 
Score: -2215745.500000 Penalty: 1637.201294
	Iteration 0F: 2 clusters Score -2215746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2199582.750000 Penalty: 3274.402588
	Iteration 0F: 3 clusters Score -2199583 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2205551.250000 Penalty: 3274.402588
	Iteration 1F: 3 clusters Score -2205551 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2205922.250000 Penalty: 3274.402588
	Iteration 2Q: 3 clusters Score -2205922 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2206325.750000 Penalty: 3274.402588
	Iteration 3Q: 3 clusters Score -2206326 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2206831.000000 Penalty: 3274.402588
	Iteration 4Q: 3 clusters Score -2206831 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2207386.500000 Penalty: 3274.402588
	Iteration 5Q: 3 clusters Score -2207386 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2208032.250000 Penalty: 3274.402588
	Iteration 6F: 3 clusters Score -2208032 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2208890.750000 Penalty: 3274.402588
	Iteration 7F: 3 clusters Score -2208891 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2209976.250000 Penalty: 3274.402588
	Iteration 8F: 3 clusters Score -2209976 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2211166.000000 Penalty: 3274.402588
	Iteration 9F: 3 clusters Score -2211166 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2212206.000000 Penalty: 3274.402588
	Iteration 10Q: 3 clusters Score -2212206 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2213109.000000 Penalty: 3274.402588
	Iteration 11Q: 3 clusters Score -2213109 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2213792.500000 Penalty: 3274.402588
	Iteration 12Q: 3 clusters Score -2213792 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2214143.000000 Penalty: 3274.402588
	Iteration 13Q: 3 clusters Score -2214143 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2214378.250000 Penalty: 3274.402588
	Iteration 14Q: 3 clusters Score -2214378 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2214490.000000 Penalty: 3274.402588
	Iteration 15Q: 3 clusters Score -2214490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2214564.500000 Penalty: 3274.402588
	Iteration 16Q: 3 clusters Score -2214564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2214613.500000 Penalty: 3274.402588
	Iteration 17Q: 3 clusters Score -2214614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2214658.500000 Penalty: 3274.402588
	Iteration 18Q: 3 clusters Score -2214658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2214685.500000 Penalty: 3274.402588
	Iteration 19Q: 3 clusters Score -2214686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2214706.750000 Penalty: 3274.402588
	Iteration 20F: 3 clusters Score -2214707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2214720.750000 Penalty: 3274.402588
	Iteration 21Q: 3 clusters Score -2214721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2214734.250000 Penalty: 3274.402588
	Iteration 22Q: 3 clusters Score -2214734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2214742.250000 Penalty: 3274.402588
	Iteration 23Q: 3 clusters Score -2214742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2214747.750000 Penalty: 3274.402588
	Iteration 24Q: 3 clusters Score -2214748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2214746.750000 Penalty: 3274.402588
	Iteration 25Q: 3 clusters Score -2214747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2214752.500000 Penalty: 3274.402588
	Iteration 26Q: 3 clusters Score -2214752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2214754.250000 Penalty: 3274.402588
	Iteration 27Q: 3 clusters Score -2214754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2214754.750000 Penalty: 3274.402588
	Iteration 28Q: 3 clusters Score -2214755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2214755.250000 Penalty: 3274.402588
	Iteration 29Q: 3 clusters Score -2214755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2214757.250000 Penalty: 3274.402588
	Iteration 30Q: 3 clusters Score -2214757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2214757.750000 Penalty: 3274.402588
	Iteration 31Q: 3 clusters Score -2214758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2214758.250000 Penalty: 3274.402588
	Iteration 32Q: 3 clusters Score -2214758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2214766.250000 Penalty: 3274.402588
	Iteration 33Q: 3 clusters Score -2214766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2214764.750000 Penalty: 3274.402588
	Iteration 34Q: 3 clusters Score -2214765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2214764.750000 Penalty: 3274.402588
	Iteration 35Q: 3 clusters Score -2214765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2214766.250000 Penalty: 3274.402588
	Iteration 36Q: 3 clusters Score -2214766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2214769.500000 Penalty: 3274.402588
	Iteration 37Q: 3 clusters Score -2214770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2214769.250000 Penalty: 3274.402588
	Iteration 38Q: 3 clusters Score -2214769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2214770.000000 Penalty: 3274.402588
	Iteration 39Q: 3 clusters Score -2214770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2214773.750000 Penalty: 3274.402588
	Iteration 40F: 3 clusters Score -2214774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2214773.250000 Penalty: 3274.402588
	Iteration 41Q: 3 clusters Score -2214773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2214774.750000 Penalty: 3274.402588
	Iteration 42Q: 3 clusters Score -2214775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2214774.750000 Penalty: 3274.402588
	Iteration 43Q: 3 clusters Score -2214775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2214773.000000 Penalty: 3274.402588
	Iteration 44Q: 3 clusters Score -2214773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2214773.500000 Penalty: 3274.402588
	Iteration 45Q: 3 clusters Score -2214774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2214773.500000 Penalty: 3274.402588
	Iteration 46F: 3 clusters Score -2214774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -69723.789062 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -69723.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68389.632812 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -68389.63 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68603.625000 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -68603.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -68666.156250 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -68666.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68703.343750 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -68703.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68724.226562 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -68724.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68734.851562 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -68734.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68738.539062 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -68738.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68741.390625 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -68741.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68743.109375 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -68743.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68743.109375 Penalty: 2165.518066
	Iteration 9F: 3 clusters Score -68743.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -57697.855469 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -57697.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56515.285156 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -56515.29 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56688.234375 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -56688.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56745.125000 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -56745.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56778.703125 Penalty: 2097.939697
	Iteration 3Q: 3 clusters Score -56778.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56798.261719 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -56798.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56811.242188 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -56811.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56821.464844 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -56821.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56837.054688 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -56837.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56842.156250 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -56842.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56848.902344 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -56848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56851.847656 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -56851.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56855.484375 Penalty: 2097.939697
	Iteration 11Q: 3 clusters Score -56855.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56860.105469 Penalty: 2097.939697
	Iteration 12Q: 3 clusters Score -56860.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56860.105469 Penalty: 2097.939697
	Iteration 13F: 3 clusters Score -56860.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -476229.437500 Penalty: 1384.854370
	Iteration 0F: 2 clusters Score -476229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -472253.750000 Penalty: 2769.708740
	Iteration 0F: 3 clusters Score -472253.8 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -473341.093750 Penalty: 2769.708740
	Iteration 1F: 3 clusters Score -473341.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -473499.750000 Penalty: 2769.708740
	Iteration 2F: 3 clusters Score -473499.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -473586.437500 Penalty: 2769.708740
	Iteration 3Q: 3 clusters Score -473586.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -473657.406250 Penalty: 2769.708740
	Iteration 4Q: 3 clusters Score -473657.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -473716.750000 Penalty: 2769.708740
	Iteration 5Q: 3 clusters Score -473716.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -473768.906250 Penalty: 2769.708740
	Iteration 6Q: 3 clusters Score -473768.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -473814.281250 Penalty: 2769.708740
	Iteration 7Q: 3 clusters Score -473814.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -473840.093750 Penalty: 2769.708740
	Iteration 8Q: 3 clusters Score -473840.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -473865.250000 Penalty: 2769.708740
	Iteration 9Q: 3 clusters Score -473865.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -473887.812500 Penalty: 2769.708740
	Iteration 10Q: 3 clusters Score -473887.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -473913.531250 Penalty: 2769.708740
	Iteration 11Q: 3 clusters Score -473913.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -473930.656250 Penalty: 2769.708740
	Iteration 12Q: 3 clusters Score -473930.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -473945.687500 Penalty: 2769.708740
	Iteration 13Q: 3 clusters Score -473945.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -473957.593750 Penalty: 2769.708740
	Iteration 14Q: 3 clusters Score -473957.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -473967.937500 Penalty: 2769.708740
	Iteration 15Q: 3 clusters Score -473967.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -473973.593750 Penalty: 2769.708740
	Iteration 16Q: 3 clusters Score -473973.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -473981.218750 Penalty: 2769.708740
	Iteration 17Q: 3 clusters Score -473981.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -473990.593750 Penalty: 2769.708740
	Iteration 18Q: 3 clusters Score -473990.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -474002.281250 Penalty: 2769.708740
	Iteration 19Q: 3 clusters Score -474002.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -474012.343750 Penalty: 2769.708740
	Iteration 20F: 3 clusters Score -474012.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -474021.468750 Penalty: 2769.708740
	Iteration 21Q: 3 clusters Score -474021.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -474028.656250 Penalty: 2769.708740
	Iteration 22Q: 3 clusters Score -474028.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -474035.531250 Penalty: 2769.708740
	Iteration 23Q: 3 clusters Score -474035.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -474043.031250 Penalty: 2769.708740
	Iteration 24Q: 3 clusters Score -474043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -474049.968750 Penalty: 2769.708740
	Iteration 25Q: 3 clusters Score -474050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -474054.625000 Penalty: 2769.708740
	Iteration 26Q: 3 clusters Score -474054.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -474060.093750 Penalty: 2769.708740
	Iteration 27Q: 3 clusters Score -474060.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -474067.968750 Penalty: 2769.708740
	Iteration 28Q: 3 clusters Score -474068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -474074.312500 Penalty: 2769.708740
	Iteration 29Q: 3 clusters Score -474074.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -474082.218750 Penalty: 2769.708740
	Iteration 30Q: 3 clusters Score -474082.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -474091.750000 Penalty: 2769.708740
	Iteration 31Q: 3 clusters Score -474091.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -474103.968750 Penalty: 2769.708740
	Iteration 32Q: 3 clusters Score -474104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -474118.500000 Penalty: 2769.708740
	Iteration 33Q: 3 clusters Score -474118.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -474134.187500 Penalty: 2769.708740
	Iteration 34Q: 3 clusters Score -474134.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -474153.718750 Penalty: 2769.708740
	Iteration 35Q: 3 clusters Score -474153.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -474170.687500 Penalty: 2769.708740
	Iteration 36Q: 3 clusters Score -474170.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -474186.906250 Penalty: 2769.708740
	Iteration 37Q: 3 clusters Score -474186.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -474208.875000 Penalty: 2769.708740
	Iteration 38Q: 3 clusters Score -474208.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -474234.031250 Penalty: 2769.708740
	Iteration 39Q: 3 clusters Score -474234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -474275.812500 Penalty: 2769.708740
	Iteration 40F: 3 clusters Score -474275.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -474314.468750 Penalty: 2769.708740
	Iteration 41Q: 3 clusters Score -474314.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -474357.125000 Penalty: 2769.708740
	Iteration 42Q: 3 clusters Score -474357.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -474414.187500 Penalty: 2769.708740
	Iteration 43Q: 3 clusters Score -474414.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -474484.031250 Penalty: 2769.708740
	Iteration 44Q: 3 clusters Score -474484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -474561.218750 Penalty: 2769.708740
	Iteration 45Q: 3 clusters Score -474561.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -474647.187500 Penalty: 2769.708740
	Iteration 46Q: 3 clusters Score -474647.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -474725.281250 Penalty: 2769.708740
	Iteration 47Q: 3 clusters Score -474725.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -474799.031250 Penalty: 2769.708740
	Iteration 48Q: 3 clusters Score -474799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -474861.093750 Penalty: 2769.708740
	Iteration 49Q: 3 clusters Score -474861.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -474917.312500 Penalty: 2769.708740
	Iteration 50Q: 3 clusters Score -474917.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -474956.968750 Penalty: 2769.708740
	Iteration 51Q: 3 clusters Score -474957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -474974.875000 Penalty: 2769.708740
	Iteration 52Q: 3 clusters Score -474974.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -474987.750000 Penalty: 2769.708740
	Iteration 53Q: 3 clusters Score -474987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -474997.656250 Penalty: 2769.708740
	Iteration 54Q: 3 clusters Score -474997.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -475006.781250 Penalty: 2769.708740
	Iteration 55Q: 3 clusters Score -475006.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -475012.218750 Penalty: 2769.708740
	Iteration 56Q: 3 clusters Score -475012.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -475015.218750 Penalty: 2769.708740
	Iteration 57Q: 3 clusters Score -475015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -475018.750000 Penalty: 2769.708740
	Iteration 58Q: 3 clusters Score -475018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -475024.500000 Penalty: 2769.708740
	Iteration 59Q: 3 clusters Score -475024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -475029.406250 Penalty: 2769.708740
	Iteration 60F: 3 clusters Score -475029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -475031.875000 Penalty: 2769.708740
	Iteration 61Q: 3 clusters Score -475031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -475033.406250 Penalty: 2769.708740
	Iteration 62Q: 3 clusters Score -475033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -475033.406250 Penalty: 2769.708740
	Iteration 63F: 3 clusters Score -475033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2800 members 
Mstep: Class 3 contains 37347 members 
Mstep: Class 4 contains 40780 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45070 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 17580 members 
Mstep: Class 12 contains 8315 members 
Mstep: Class 13 contains 19804 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 9411 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40881 members 
Mstep: Class 21 contains 24343 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20491 members 
Mstep: Class 30 contains 24804 members 
Mstep: Class 31 contains 4682 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3752 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 19924 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 35982 members 
Mstep: Class 44 contains 23744 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783972.000000 Penalty: 100859.070312
Iteration 239Q: 48 clusters Score -4.978397e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2810 members 
Mstep: Class 3 contains 37328 members 
Mstep: Class 4 contains 40792 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45072 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37546 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 19803 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 9402 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40883 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20494 members 
Mstep: Class 30 contains 24640 members 
Mstep: Class 31 contains 4685 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3752 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 19835 members 
Mstep: Class 42 contains 8011 members 
Mstep: Class 43 contains 35820 members 
Mstep: Class 44 contains 23745 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784192.000000 Penalty: 100859.070312
Iteration 240F: 48 clusters Score -4.978419e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 37293 members 
Mstep: Class 4 contains 40797 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45083 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 19802 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 9388 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 25361 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20495 members 
Mstep: Class 30 contains 24485 members 
Mstep: Class 31 contains 4689 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3754 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 19757 members 
Mstep: Class 42 contains 8008 members 
Mstep: Class 43 contains 35450 members 
Mstep: Class 44 contains 23747 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784148.000000 Penalty: 100859.070312
Iteration 241Q: 48 clusters Score -4.978415e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 37296 members 
Mstep: Class 4 contains 40803 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45086 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37549 members 
Mstep: Class 11 contains 17571 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 13 contains 19799 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 25935 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20501 members 
Mstep: Class 30 contains 24323 members 
Mstep: Class 31 contains 4692 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3754 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4488 members 
Mstep: Class 41 contains 19672 members 
Mstep: Class 42 contains 8005 members 
Mstep: Class 43 contains 35108 members 
Mstep: Class 44 contains 23750 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784168.000000 Penalty: 100859.070312
Iteration 242Q: 48 clusters Score -4.978417e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 37308 members 
Mstep: Class 4 contains 40808 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 45087 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37550 members 
Mstep: Class 11 contains 17569 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 19798 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 9377 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40891 members 
Mstep: Class 21 contains 26516 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20501 members 
Mstep: Class 30 contains 24180 members 
Mstep: Class 31 contains 4695 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4486 members 
Mstep: Class 41 contains 19564 members 
Mstep: Class 42 contains 8005 members 
Mstep: Class 43 contains 34755 members 
Mstep: Class 44 contains 23747 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784160.000000 Penalty: 100859.070312
Iteration 243Q: 48 clusters Score -4.978416e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 3 contains 37308 members 
Mstep: Class 4 contains 40815 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 45083 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37546 members 
Mstep: Class 11 contains 17571 members 
Mstep: Class 12 contains 8315 members 
Mstep: Class 13 contains 19797 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40891 members 
Mstep: Class 21 contains 27057 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20500 members 
Mstep: Class 30 contains 24026 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4485 members 
Mstep: Class 41 contains 19471 members 
Mstep: Class 42 contains 8003 members 
Mstep: Class 43 contains 34446 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784140.000000 Penalty: 100859.070312
Iteration 244Q: 48 clusters Score -4.978414e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 37317 members 
Mstep: Class 4 contains 40823 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 45076 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 17572 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 19793 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 27543 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20502 members 
Mstep: Class 30 contains 23895 members 
Mstep: Class 31 contains 4708 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 19401 members 
Mstep: Class 42 contains 8002 members 
Mstep: Class 43 contains 34160 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784200.000000 Penalty: 100859.070312
Iteration 245Q: 48 clusters Score -4.97842e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 2885 members 
Mstep: Class 3 contains 37294 members 
Mstep: Class 4 contains 40825 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 45066 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 8315 members 
Mstep: Class 13 contains 19787 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 9353 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 28003 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20502 members 
Mstep: Class 30 contains 23740 members 
Mstep: Class 31 contains 4712 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3756 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 19315 members 
Mstep: Class 42 contains 8000 members 
Mstep: Class 43 contains 33963 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784132.000000 Penalty: 100859.070312
Iteration 246Q: 48 clusters Score -4.978413e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 37271 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 45071 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 19786 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40886 members 
Mstep: Class 21 contains 28422 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 23578 members 
Mstep: Class 31 contains 4716 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3756 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4485 members 
Mstep: Class 41 contains 19238 members 
Mstep: Class 42 contains 7997 members 
Mstep: Class 43 contains 33770 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783844.000000 Penalty: 100859.070312
Iteration 247Q: 48 clusters Score -4.978384e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 37284 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 45064 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 17572 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 13 contains 19783 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40890 members 
Mstep: Class 21 contains 28811 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20502 members 
Mstep: Class 30 contains 23425 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3756 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4486 members 
Mstep: Class 41 contains 19158 members 
Mstep: Class 42 contains 7994 members 
Mstep: Class 43 contains 33590 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783572.000000 Penalty: 100859.070312
Iteration 248Q: 48 clusters Score -4.978357e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 37254 members 
Mstep: Class 4 contains 40817 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 45060 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37547 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 8320 members 
Mstep: Class 13 contains 19781 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9336 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40897 members 
Mstep: Class 21 contains 29192 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 23310 members 
Mstep: Class 31 contains 4721 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3756 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4485 members 
Mstep: Class 41 contains 19108 members 
Mstep: Class 42 contains 7991 members 
Mstep: Class 43 contains 33398 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783480.000000 Penalty: 100859.070312
Iteration 249Q: 48 clusters Score -4.978348e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 37225 members 
Mstep: Class 4 contains 40810 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 45053 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37551 members 
Mstep: Class 11 contains 17565 members 
Mstep: Class 12 contains 8322 members 
Mstep: Class 13 contains 19780 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40900 members 
Mstep: Class 21 contains 29555 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 23191 members 
Mstep: Class 31 contains 4724 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3756 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4485 members 
Mstep: Class 41 contains 19068 members 
Mstep: Class 42 contains 7986 members 
Mstep: Class 43 contains 33217 members 
Mstep: Class 44 contains 23740 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783324.000000 Penalty: 100859.070312
Iteration 250Q: 48 clusters Score -4.978332e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2995 members 
Mstep: Class 3 contains 37216 members 
Mstep: Class 4 contains 40809 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37555 members 
Mstep: Class 11 contains 17558 members 
Mstep: Class 12 contains 8328 members 
Mstep: Class 13 contains 19778 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40903 members 
Mstep: Class 21 contains 29889 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20504 members 
Mstep: Class 30 contains 23091 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 3758 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4485 members 
Mstep: Class 41 contains 19031 members 
Mstep: Class 42 contains 7974 members 
Mstep: Class 43 contains 33025 members 
Mstep: Class 44 contains 23746 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783040.000000 Penalty: 100859.070312
Iteration 251Q: 48 clusters Score -4.978304e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 37225 members 
Mstep: Class 4 contains 40820 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 45009 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37557 members 
Mstep: Class 11 contains 17559 members 
Mstep: Class 12 contains 8332 members 
Mstep: Class 13 contains 19779 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 9334 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40905 members 
Mstep: Class 21 contains 30217 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5575 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20504 members 
Mstep: Class 30 contains 23014 members 
Mstep: Class 31 contains 4732 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3757 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4485 members 
Mstep: Class 41 contains 19005 members 
Mstep: Class 42 contains 7964 members 
Mstep: Class 43 contains 32782 members 
Mstep: Class 44 contains 23749 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782828.000000 Penalty: 100859.070312
Iteration 252Q: 48 clusters Score -4.978283e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 37252 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 44982 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37560 members 
Mstep: Class 11 contains 17559 members 
Mstep: Class 12 contains 8332 members 
Mstep: Class 13 contains 19779 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13298 members 
Mstep: Class 16 contains 9335 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40908 members 
Mstep: Class 21 contains 30508 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 22957 members 
Mstep: Class 31 contains 4735 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3758 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18984 members 
Mstep: Class 42 contains 7958 members 
Mstep: Class 43 contains 32541 members 
Mstep: Class 44 contains 23747 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782568.000000 Penalty: 100859.070312
Iteration 253Q: 48 clusters Score -4.978257e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 3053 members 
Mstep: Class 3 contains 37271 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 44951 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37564 members 
Mstep: Class 11 contains 17556 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 13 contains 19777 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 9343 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 30816 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20504 members 
Mstep: Class 30 contains 22916 members 
Mstep: Class 31 contains 4739 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3758 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18962 members 
Mstep: Class 42 contains 7953 members 
Mstep: Class 43 contains 32275 members 
Mstep: Class 44 contains 23747 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782412.000000 Penalty: 100859.070312
Iteration 254Q: 48 clusters Score -4.978241e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 37288 members 
Mstep: Class 4 contains 40833 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 44916 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37566 members 
Mstep: Class 11 contains 17553 members 
Mstep: Class 12 contains 8330 members 
Mstep: Class 13 contains 19776 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13298 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 31131 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20506 members 
Mstep: Class 30 contains 22882 members 
Mstep: Class 31 contains 4740 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3758 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18930 members 
Mstep: Class 42 contains 7953 members 
Mstep: Class 43 contains 32011 members 
Mstep: Class 44 contains 23748 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782076.000000 Penalty: 100859.070312
Iteration 255Q: 48 clusters Score -4.978208e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 37309 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 44889 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37571 members 
Mstep: Class 11 contains 17552 members 
Mstep: Class 12 contains 8332 members 
Mstep: Class 13 contains 19774 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 9337 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 31442 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20506 members 
Mstep: Class 30 contains 22853 members 
Mstep: Class 31 contains 4741 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3759 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18901 members 
Mstep: Class 42 contains 7950 members 
Mstep: Class 43 contains 31737 members 
Mstep: Class 44 contains 23747 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781916.000000 Penalty: 100859.070312
Iteration 256Q: 48 clusters Score -4.978192e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 37312 members 
Mstep: Class 4 contains 40846 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 44855 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37572 members 
Mstep: Class 11 contains 17550 members 
Mstep: Class 12 contains 8333 members 
Mstep: Class 13 contains 19775 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 31787 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20507 members 
Mstep: Class 30 contains 22829 members 
Mstep: Class 31 contains 4744 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3759 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18875 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 31439 members 
Mstep: Class 44 contains 23748 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781748.000000 Penalty: 100859.070312
Iteration 257Q: 48 clusters Score -4.978175e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 37336 members 
Mstep: Class 4 contains 40850 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37573 members 
Mstep: Class 11 contains 17547 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19774 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13298 members 
Mstep: Class 16 contains 9337 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40919 members 
Mstep: Class 21 contains 32125 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20505 members 
Mstep: Class 30 contains 22788 members 
Mstep: Class 31 contains 4745 members 
Mstep: Class 32 contains 1661 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3759 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18864 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 31123 members 
Mstep: Class 44 contains 23750 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781528.000000 Penalty: 100859.070312
Iteration 258Q: 48 clusters Score -4.978153e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 37346 members 
Mstep: Class 4 contains 40849 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 44814 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37572 members 
Mstep: Class 11 contains 17542 members 
Mstep: Class 12 contains 8337 members 
Mstep: Class 13 contains 19773 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 9342 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40919 members 
Mstep: Class 21 contains 32460 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20504 members 
Mstep: Class 30 contains 22755 members 
Mstep: Class 31 contains 4747 members 
Mstep: Class 32 contains 1661 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3760 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18849 members 
Mstep: Class 42 contains 7945 members 
Mstep: Class 43 contains 30810 members 
Mstep: Class 44 contains 23754 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781204.000000 Penalty: 100859.070312
Iteration 259Q: 48 clusters Score -4.97812e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 37356 members 
Mstep: Class 4 contains 40848 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 44800 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37573 members 
Mstep: Class 11 contains 17542 members 
Mstep: Class 12 contains 8337 members 
Mstep: Class 13 contains 19772 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 9352 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40920 members 
Mstep: Class 21 contains 32787 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 22730 members 
Mstep: Class 31 contains 4748 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3762 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18837 members 
Mstep: Class 42 contains 7945 members 
Mstep: Class 43 contains 30509 members 
Mstep: Class 44 contains 23752 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781124.000000 Penalty: 100859.070312
Iteration 260F: 48 clusters Score -4.978112e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 3173 members 
Mstep: Class 3 contains 37347 members 
Mstep: Class 4 contains 40853 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37577 members 
Mstep: Class 11 contains 17540 members 
Mstep: Class 12 contains 8337 members 
Mstep: Class 13 contains 19772 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40921 members 
Mstep: Class 21 contains 33142 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20504 members 
Mstep: Class 30 contains 22695 members 
Mstep: Class 31 contains 4750 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3762 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18824 members 
Mstep: Class 42 contains 7945 members 
Mstep: Class 43 contains 30186 members 
Mstep: Class 44 contains 23750 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781160.000000 Penalty: 100859.070312
Iteration 261Q: 48 clusters Score -4.978116e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 3180 members 
Mstep: Class 3 contains 37338 members 
Mstep: Class 4 contains 40861 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 44778 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37577 members 
Mstep: Class 11 contains 17536 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19772 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40918 members 
Mstep: Class 21 contains 33521 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 22673 members 
Mstep: Class 31 contains 4748 members 
Mstep: Class 32 contains 1661 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3764 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18800 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 29857 members 
Mstep: Class 44 contains 23750 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781032.000000 Penalty: 100859.070312
Iteration 262Q: 48 clusters Score -4.978103e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 37332 members 
Mstep: Class 4 contains 40865 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 44769 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37579 members 
Mstep: Class 11 contains 17537 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19772 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13302 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 33950 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20502 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1661 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3765 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18771 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 29468 members 
Mstep: Class 44 contains 23749 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781088.000000 Penalty: 100859.070312
Iteration 263Q: 48 clusters Score -4.978109e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 37334 members 
Mstep: Class 4 contains 40870 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 44757 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37580 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19772 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 16 contains 9383 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 34394 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20501 members 
Mstep: Class 30 contains 22645 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3765 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 18767 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 29031 members 
Mstep: Class 44 contains 23749 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781640.000000 Penalty: 100859.070312
Iteration 264Q: 48 clusters Score -4.978164e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 37299 members 
Mstep: Class 4 contains 40876 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37580 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19771 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9382 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 35135 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 22621 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3765 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4483 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 28364 members 
Mstep: Class 44 contains 23754 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782736.000000 Penalty: 100859.070312
Iteration 265Q: 48 clusters Score -4.978274e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 37252 members 
Mstep: Class 4 contains 40878 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 44687 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37582 members 
Mstep: Class 11 contains 17540 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19769 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9382 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 36435 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20502 members 
Mstep: Class 30 contains 22549 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3765 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4483 members 
Mstep: Class 41 contains 18732 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 27246 members 
Mstep: Class 44 contains 23755 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784380.000000 Penalty: 100859.070312
Iteration 266Q: 48 clusters Score -4.978438e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 37164 members 
Mstep: Class 4 contains 40876 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 44693 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37584 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19769 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40908 members 
Mstep: Class 21 contains 38744 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 22380 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3765 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4483 members 
Mstep: Class 41 contains 18695 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 25225 members 
Mstep: Class 44 contains 23756 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786072.000000 Penalty: 100859.070312
Iteration 267Q: 48 clusters Score -4.978607e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 37183 members 
Mstep: Class 4 contains 40875 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 44776 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37585 members 
Mstep: Class 11 contains 17548 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19769 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9359 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 42473 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20503 members 
Mstep: Class 30 contains 22255 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3765 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4483 members 
Mstep: Class 41 contains 18663 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 21583 members 
Mstep: Class 44 contains 23754 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782600.000000 Penalty: 100859.070312
Iteration 268Q: 48 clusters Score -4.97826e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 37504 members 
Mstep: Class 4 contains 40860 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 45094 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37585 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19769 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9342 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 45946 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5549 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20507 members 
Mstep: Class 30 contains 22485 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3766 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4482 members 
Mstep: Class 41 contains 18762 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 17160 members 
Mstep: Class 44 contains 23752 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776512.000000 Penalty: 100859.070312
Iteration 269Q: 48 clusters Score -4.977651e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 38232 members 
Mstep: Class 4 contains 40847 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 45501 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37584 members 
Mstep: Class 11 contains 17574 members 
Mstep: Class 12 contains 8335 members 
Mstep: Class 13 contains 19769 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13309 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40897 members 
Mstep: Class 21 contains 46237 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5548 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20510 members 
Mstep: Class 30 contains 23108 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3770 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4481 members 
Mstep: Class 41 contains 18957 members 
Mstep: Class 42 contains 7947 members 
Mstep: Class 43 contains 14938 members 
Mstep: Class 44 contains 23745 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775052.000000 Penalty: 100859.070312
Iteration 270Q: 48 clusters Score -4.977505e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 38726 members 
Mstep: Class 4 contains 40851 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 45750 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37582 members 
Mstep: Class 11 contains 17584 members 
Mstep: Class 12 contains 8335 members 
Mstep: Class 13 contains 19769 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9300 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40898 members 
Mstep: Class 21 contains 45750 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5548 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20506 members 
Mstep: Class 30 contains 23720 members 
Mstep: Class 31 contains 4750 members 
Mstep: Class 32 contains 1661 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3773 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 19160 members 
Mstep: Class 42 contains 7947 members 
Mstep: Class 43 contains 13832 members 
Mstep: Class 44 contains 23745 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775364.000000 Penalty: 100859.070312
Iteration 271Q: 48 clusters Score -4.977536e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 39000 members 
Mstep: Class 4 contains 40875 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45807 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37580 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 19767 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40895 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5548 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20504 members 
Mstep: Class 30 contains 24216 members 
Mstep: Class 31 contains 4750 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3773 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 19350 members 
Mstep: Class 42 contains 7947 members 
Mstep: Class 43 contains 13205 members 
Mstep: Class 44 contains 23746 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775252.000000 Penalty: 100859.070312
Iteration 272Q: 48 clusters Score -4.977525e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 39174 members 
Mstep: Class 4 contains 40871 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45795 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37580 members 
Mstep: Class 11 contains 17572 members 
Mstep: Class 12 contains 8337 members 
Mstep: Class 13 contains 19766 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9282 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40892 members 
Mstep: Class 21 contains 44934 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5549 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20506 members 
Mstep: Class 30 contains 24643 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3774 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 19493 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 12856 members 
Mstep: Class 44 contains 23744 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775560.000000 Penalty: 100859.070312
Iteration 273Q: 48 clusters Score -4.977556e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 39237 members 
Mstep: Class 4 contains 40875 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45746 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37582 members 
Mstep: Class 11 contains 17558 members 
Mstep: Class 12 contains 8338 members 
Mstep: Class 13 contains 19765 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 9265 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 44620 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5549 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20509 members 
Mstep: Class 30 contains 24995 members 
Mstep: Class 31 contains 4748 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3776 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19625 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 12687 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775676.000000 Penalty: 100859.070312
Iteration 274Q: 48 clusters Score -4.977568e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 3 contains 39242 members 
Mstep: Class 4 contains 40866 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45685 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37584 members 
Mstep: Class 11 contains 17542 members 
Mstep: Class 12 contains 8339 members 
Mstep: Class 13 contains 19765 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40889 members 
Mstep: Class 21 contains 44317 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5548 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20511 members 
Mstep: Class 30 contains 25271 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3777 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 19754 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 12642 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775988.000000 Penalty: 100859.070312
Iteration 275Q: 48 clusters Score -4.977599e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3336 members 
Mstep: Class 3 contains 39227 members 
Mstep: Class 4 contains 40867 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45624 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37584 members 
Mstep: Class 11 contains 17530 members 
Mstep: Class 12 contains 8341 members 
Mstep: Class 13 contains 19765 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 44045 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20516 members 
Mstep: Class 30 contains 25478 members 
Mstep: Class 31 contains 4752 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3778 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 19846 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776316.000000 Penalty: 100859.070312
Iteration 276Q: 48 clusters Score -4.977632e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 39199 members 
Mstep: Class 4 contains 40864 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45548 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37584 members 
Mstep: Class 11 contains 17518 members 
Mstep: Class 12 contains 8343 members 
Mstep: Class 13 contains 19765 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 9267 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40887 members 
Mstep: Class 21 contains 43804 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20520 members 
Mstep: Class 30 contains 25631 members 
Mstep: Class 31 contains 4755 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3778 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 19920 members 
Mstep: Class 42 contains 7944 members 
Mstep: Class 43 contains 12795 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776536.000000 Penalty: 100859.070312
Iteration 277Q: 48 clusters Score -4.977654e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 39176 members 
Mstep: Class 4 contains 40860 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45487 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37587 members 
Mstep: Class 11 contains 17510 members 
Mstep: Class 12 contains 8345 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 9264 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40886 members 
Mstep: Class 21 contains 43527 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20522 members 
Mstep: Class 30 contains 25722 members 
Mstep: Class 31 contains 4757 members 
Mstep: Class 32 contains 1679 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3778 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 19993 members 
Mstep: Class 42 contains 7942 members 
Mstep: Class 43 contains 12980 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776660.000000 Penalty: 100859.070312
Iteration 278Q: 48 clusters Score -4.977666e+07 nChanged 960
Entering ConstructFrom: 
Score: -49776660.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (37058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Entering Unmasked Estep 
Score: -3645710.000000 Penalty: 1709.538940
	Iteration 0F: 2 clusters Score -3645710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3622980.000000 Penalty: 3419.077881
	Iteration 0F: 3 clusters Score -3622980 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3632731.000000 Penalty: 3419.077881
	Iteration 1F: 3 clusters Score -3632731 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3633307.250000 Penalty: 3419.077881
	Iteration 2Q: 3 clusters Score -3633307 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3634082.250000 Penalty: 3419.077881
	Iteration 3Q: 3 clusters Score -3634082 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3635223.000000 Penalty: 3419.077881
	Iteration 4F: 3 clusters Score -3635223 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3636960.000000 Penalty: 3419.077881
	Iteration 5F: 3 clusters Score -3636960 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3639410.250000 Penalty: 3419.077881
	Iteration 6F: 3 clusters Score -3639410 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3642203.000000 Penalty: 3419.077881
	Iteration 7F: 3 clusters Score -3642203 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3643796.000000 Penalty: 3419.077881
	Iteration 8F: 3 clusters Score -3643796 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3644064.500000 Penalty: 3419.077881
	Iteration 9Q: 3 clusters Score -3644064 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3644171.250000 Penalty: 3419.077881
	Iteration 10Q: 3 clusters Score -3644171 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3644202.750000 Penalty: 3419.077881
	Iteration 11Q: 3 clusters Score -3644203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3644236.750000 Penalty: 3419.077881
	Iteration 12Q: 3 clusters Score -3644237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3644257.750000 Penalty: 3419.077881
	Iteration 13Q: 3 clusters Score -3644258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3644270.000000 Penalty: 3419.077881
	Iteration 14Q: 3 clusters Score -3644270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3644282.250000 Penalty: 3419.077881
	Iteration 15Q: 3 clusters Score -3644282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3644287.250000 Penalty: 3419.077881
	Iteration 16Q: 3 clusters Score -3644287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3644289.000000 Penalty: 3419.077881
	Iteration 17Q: 3 clusters Score -3644289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3644296.750000 Penalty: 3419.077881
	Iteration 18Q: 3 clusters Score -3644297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3644300.750000 Penalty: 3419.077881
	Iteration 19Q: 3 clusters Score -3644301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3644304.250000 Penalty: 3419.077881
	Iteration 20F: 3 clusters Score -3644304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3644310.250000 Penalty: 3419.077881
	Iteration 21Q: 3 clusters Score -3644310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3644308.750000 Penalty: 3419.077881
	Iteration 22Q: 3 clusters Score -3644309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3644308.750000 Penalty: 3419.077881
	Iteration 23F: 3 clusters Score -3644309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -315115.406250 Penalty: 1319.740479
	Iteration 0F: 2 clusters Score -315115.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -312136.781250 Penalty: 2639.480957
	Iteration 0F: 3 clusters Score -312136.8 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -312865.031250 Penalty: 2639.480957
	Iteration 1F: 3 clusters Score -312865 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -312999.437500 Penalty: 2639.480957
	Iteration 2F: 3 clusters Score -312999.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -313094.375000 Penalty: 2639.480957
	Iteration 3Q: 3 clusters Score -313094.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -313179.093750 Penalty: 2639.480957
	Iteration 4Q: 3 clusters Score -313179.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -313252.937500 Penalty: 2639.480957
	Iteration 5Q: 3 clusters Score -313252.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -313312.750000 Penalty: 2639.480957
	Iteration 6Q: 3 clusters Score -313312.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -313361.687500 Penalty: 2639.480957
	Iteration 7Q: 3 clusters Score -313361.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -313394.156250 Penalty: 2639.480957
	Iteration 8Q: 3 clusters Score -313394.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -313427.625000 Penalty: 2639.480957
	Iteration 9Q: 3 clusters Score -313427.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -313455.562500 Penalty: 2639.480957
	Iteration 10Q: 3 clusters Score -313455.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -313489.000000 Penalty: 2639.480957
	Iteration 11Q: 3 clusters Score -313489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -313520.531250 Penalty: 2639.480957
	Iteration 12Q: 3 clusters Score -313520.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -313556.718750 Penalty: 2639.480957
	Iteration 13Q: 3 clusters Score -313556.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -313581.750000 Penalty: 2639.480957
	Iteration 14Q: 3 clusters Score -313581.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -313602.125000 Penalty: 2639.480957
	Iteration 15Q: 3 clusters Score -313602.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -313626.187500 Penalty: 2639.480957
	Iteration 16Q: 3 clusters Score -313626.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -313655.843750 Penalty: 2639.480957
	Iteration 17Q: 3 clusters Score -313655.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -313680.843750 Penalty: 2639.480957
	Iteration 18Q: 3 clusters Score -313680.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -313700.468750 Penalty: 2639.480957
	Iteration 19Q: 3 clusters Score -313700.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -313714.625000 Penalty: 2639.480957
	Iteration 20F: 3 clusters Score -313714.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -313730.031250 Penalty: 2639.480957
	Iteration 21Q: 3 clusters Score -313730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -313744.812500 Penalty: 2639.480957
	Iteration 22Q: 3 clusters Score -313744.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -313766.062500 Penalty: 2639.480957
	Iteration 23Q: 3 clusters Score -313766.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -313780.875000 Penalty: 2639.480957
	Iteration 24Q: 3 clusters Score -313780.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -313796.281250 Penalty: 2639.480957
	Iteration 25Q: 3 clusters Score -313796.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -313810.531250 Penalty: 2639.480957
	Iteration 26Q: 3 clusters Score -313810.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -313825.906250 Penalty: 2639.480957
	Iteration 27Q: 3 clusters Score -313825.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -313839.437500 Penalty: 2639.480957
	Iteration 28Q: 3 clusters Score -313839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -313851.343750 Penalty: 2639.480957
	Iteration 29Q: 3 clusters Score -313851.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -313859.531250 Penalty: 2639.480957
	Iteration 30Q: 3 clusters Score -313859.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -313862.968750 Penalty: 2639.480957
	Iteration 31Q: 3 clusters Score -313863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -313867.468750 Penalty: 2639.480957
	Iteration 32Q: 3 clusters Score -313867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -313870.937500 Penalty: 2639.480957
	Iteration 33Q: 3 clusters Score -313870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -313874.312500 Penalty: 2639.480957
	Iteration 34Q: 3 clusters Score -313874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -313883.750000 Penalty: 2639.480957
	Iteration 35Q: 3 clusters Score -313883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -313889.218750 Penalty: 2639.480957
	Iteration 36Q: 3 clusters Score -313889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -313893.843750 Penalty: 2639.480957
	Iteration 37Q: 3 clusters Score -313893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -313897.375000 Penalty: 2639.480957
	Iteration 38Q: 3 clusters Score -313897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -313899.406250 Penalty: 2639.480957
	Iteration 39Q: 3 clusters Score -313899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -313902.562500 Penalty: 2639.480957
	Iteration 40F: 3 clusters Score -313902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -313904.625000 Penalty: 2639.480957
	Iteration 41Q: 3 clusters Score -313904.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -313909.562500 Penalty: 2639.480957
	Iteration 42Q: 3 clusters Score -313909.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -313913.312500 Penalty: 2639.480957
	Iteration 43Q: 3 clusters Score -313913.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -313919.593750 Penalty: 2639.480957
	Iteration 44Q: 3 clusters Score -313919.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -313930.500000 Penalty: 2639.480957
	Iteration 45Q: 3 clusters Score -313930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -313936.656250 Penalty: 2639.480957
	Iteration 46Q: 3 clusters Score -313936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -313940.718750 Penalty: 2639.480957
	Iteration 47Q: 3 clusters Score -313940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -313943.781250 Penalty: 2639.480957
	Iteration 48Q: 3 clusters Score -313943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -313947.562500 Penalty: 2639.480957
	Iteration 49Q: 3 clusters Score -313947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -313949.250000 Penalty: 2639.480957
	Iteration 50Q: 3 clusters Score -313949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -313952.125000 Penalty: 2639.480957
	Iteration 51Q: 3 clusters Score -313952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -313953.468750 Penalty: 2639.480957
	Iteration 52Q: 3 clusters Score -313953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -313953.406250 Penalty: 2639.480957
	Iteration 53Q: 3 clusters Score -313953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -313955.125000 Penalty: 2639.480957
	Iteration 54Q: 3 clusters Score -313955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -313958.250000 Penalty: 2639.480957
	Iteration 55Q: 3 clusters Score -313958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -313959.562500 Penalty: 2639.480957
	Iteration 56Q: 3 clusters Score -313959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -313959.750000 Penalty: 2639.480957
	Iteration 57Q: 3 clusters Score -313959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -313960.468750 Penalty: 2639.480957
	Iteration 58Q: 3 clusters Score -313960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -313960.906250 Penalty: 2639.480957
	Iteration 59Q: 3 clusters Score -313960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -313960.906250 Penalty: 2639.480957
	Iteration 60F: 3 clusters Score -313960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Entering Unmasked Estep 
Score: -3664445.000000 Penalty: 1718.367310
	Iteration 0F: 2 clusters Score -3664445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -3639593.500000 Penalty: 3436.734619
	Iteration 0F: 3 clusters Score -3639594 nChanged 18330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3649839.750000 Penalty: 3436.734619
	Iteration 1F: 3 clusters Score -3649840 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3650258.000000 Penalty: 3436.734619
	Iteration 2Q: 3 clusters Score -3650258 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3650696.000000 Penalty: 3436.734619
	Iteration 3Q: 3 clusters Score -3650696 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3651237.000000 Penalty: 3436.734619
	Iteration 4Q: 3 clusters Score -3651237 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3652015.000000 Penalty: 3436.734619
	Iteration 5Q: 3 clusters Score -3652015 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3653154.250000 Penalty: 3436.734619
	Iteration 6F: 3 clusters Score -3653154 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3654799.000000 Penalty: 3436.734619
	Iteration 7F: 3 clusters Score -3654799 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3657011.000000 Penalty: 3436.734619
	Iteration 8F: 3 clusters Score -3657011 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3659714.250000 Penalty: 3436.734619
	Iteration 9F: 3 clusters Score -3659714 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3661358.000000 Penalty: 3436.734619
	Iteration 10F: 3 clusters Score -3661358 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3662308.250000 Penalty: 3436.734619
	Iteration 11Q: 3 clusters Score -3662308 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3662661.000000 Penalty: 3436.734619
	Iteration 12Q: 3 clusters Score -3662661 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3662811.000000 Penalty: 3436.734619
	Iteration 13Q: 3 clusters Score -3662811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3662858.750000 Penalty: 3436.734619
	Iteration 14Q: 3 clusters Score -3662859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3662892.500000 Penalty: 3436.734619
	Iteration 15Q: 3 clusters Score -3662892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3662914.750000 Penalty: 3436.734619
	Iteration 16Q: 3 clusters Score -3662915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3662931.500000 Penalty: 3436.734619
	Iteration 17Q: 3 clusters Score -3662932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3662959.250000 Penalty: 3436.734619
	Iteration 18Q: 3 clusters Score -3662959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3662986.250000 Penalty: 3436.734619
	Iteration 19Q: 3 clusters Score -3662986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3662995.000000 Penalty: 3436.734619
	Iteration 20F: 3 clusters Score -3662995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3663002.500000 Penalty: 3436.734619
	Iteration 21Q: 3 clusters Score -3663002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3663008.500000 Penalty: 3436.734619
	Iteration 22Q: 3 clusters Score -3663008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3663012.750000 Penalty: 3436.734619
	Iteration 23Q: 3 clusters Score -3663013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3663011.500000 Penalty: 3436.734619
	Iteration 24Q: 3 clusters Score -3663012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3663011.250000 Penalty: 3436.734619
	Iteration 25Q: 3 clusters Score -3663011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3663017.500000 Penalty: 3436.734619
	Iteration 26Q: 3 clusters Score -3663018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3663023.250000 Penalty: 3436.734619
	Iteration 27Q: 3 clusters Score -3663023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3663026.500000 Penalty: 3436.734619
	Iteration 28Q: 3 clusters Score -3663026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3663029.000000 Penalty: 3436.734619
	Iteration 29Q: 3 clusters Score -3663029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3663032.000000 Penalty: 3436.734619
	Iteration 30Q: 3 clusters Score -3663032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3663034.500000 Penalty: 3436.734619
	Iteration 31Q: 3 clusters Score -3663034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3663031.000000 Penalty: 3436.734619
	Iteration 32Q: 3 clusters Score -3663031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3663033.750000 Penalty: 3436.734619
	Iteration 33Q: 3 clusters Score -3663034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3663033.750000 Penalty: 3436.734619
	Iteration 34F: 3 clusters Score -3663034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Entering Unmasked Estep 
Score: -3876149.250000 Penalty: 1725.385986
	Iteration 0F: 2 clusters Score -3876149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3851296.750000 Penalty: 3450.771973
	Iteration 0F: 3 clusters Score -3851297 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3862032.750000 Penalty: 3450.771973
	Iteration 1F: 3 clusters Score -3862033 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3862443.500000 Penalty: 3450.771973
	Iteration 2Q: 3 clusters Score -3862444 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3862900.750000 Penalty: 3450.771973
	Iteration 3Q: 3 clusters Score -3862901 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3863468.250000 Penalty: 3450.771973
	Iteration 4Q: 3 clusters Score -3863468 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3864095.750000 Penalty: 3450.771973
	Iteration 5Q: 3 clusters Score -3864096 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3864720.250000 Penalty: 3450.771973
	Iteration 6Q: 3 clusters Score -3864720 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3865388.250000 Penalty: 3450.771973
	Iteration 7Q: 3 clusters Score -3865388 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3866054.500000 Penalty: 3450.771973
	Iteration 8Q: 3 clusters Score -3866054 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3866753.750000 Penalty: 3450.771973
	Iteration 9Q: 3 clusters Score -3866754 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3867487.000000 Penalty: 3450.771973
	Iteration 10Q: 3 clusters Score -3867487 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3868276.000000 Penalty: 3450.771973
	Iteration 11Q: 3 clusters Score -3868276 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3869189.250000 Penalty: 3450.771973
	Iteration 12Q: 3 clusters Score -3869189 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3870257.500000 Penalty: 3450.771973
	Iteration 13Q: 3 clusters Score -3870258 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3871427.500000 Penalty: 3450.771973
	Iteration 14Q: 3 clusters Score -3871428 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -3872633.500000 Penalty: 3450.771973
	Iteration 15Q: 3 clusters Score -3872634 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -3873480.500000 Penalty: 3450.771973
	Iteration 16Q: 3 clusters Score -3873480 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -3874022.000000 Penalty: 3450.771973
	Iteration 17Q: 3 clusters Score -3874022 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -3874270.500000 Penalty: 3450.771973
	Iteration 18Q: 3 clusters Score -3874270 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -3874435.750000 Penalty: 3450.771973
	Iteration 19Q: 3 clusters Score -3874436 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -3874560.000000 Penalty: 3450.771973
	Iteration 20F: 3 clusters Score -3874560 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -3874643.750000 Penalty: 3450.771973
	Iteration 21Q: 3 clusters Score -3874644 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -3874662.250000 Penalty: 3450.771973
	Iteration 22Q: 3 clusters Score -3874662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -3874693.250000 Penalty: 3450.771973
	Iteration 23Q: 3 clusters Score -3874693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -3874713.750000 Penalty: 3450.771973
	Iteration 24Q: 3 clusters Score -3874714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -3874715.000000 Penalty: 3450.771973
	Iteration 25Q: 3 clusters Score -3874715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -3874714.250000 Penalty: 3450.771973
	Iteration 26Q: 3 clusters Score -3874714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -3874732.000000 Penalty: 3450.771973
	Iteration 27Q: 3 clusters Score -3874732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -3874739.500000 Penalty: 3450.771973
	Iteration 28Q: 3 clusters Score -3874740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -3874744.000000 Penalty: 3450.771973
	Iteration 29Q: 3 clusters Score -3874744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -3874744.750000 Penalty: 3450.771973
	Iteration 30Q: 3 clusters Score -3874745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -3874750.500000 Penalty: 3450.771973
	Iteration 31Q: 3 clusters Score -3874750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -3874759.750000 Penalty: 3450.771973
	Iteration 32Q: 3 clusters Score -3874760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -3874756.250000 Penalty: 3450.771973
	Iteration 33Q: 3 clusters Score -3874756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -3874762.000000 Penalty: 3450.771973
	Iteration 34Q: 3 clusters Score -3874762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -3874766.000000 Penalty: 3450.771973
	Iteration 35Q: 3 clusters Score -3874766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -3874766.000000 Penalty: 3450.771973
	Iteration 36Q: 3 clusters Score -3874766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -3874763.000000 Penalty: 3450.771973
	Iteration 37Q: 3 clusters Score -3874763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -3874764.500000 Penalty: 3450.771973
	Iteration 38Q: 3 clusters Score -3874764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -3874770.250000 Penalty: 3450.771973
	Iteration 39Q: 3 clusters Score -3874770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -3874769.750000 Penalty: 3450.771973
	Iteration 40F: 3 clusters Score -3874770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -3874769.250000 Penalty: 3450.771973
	Iteration 41Q: 3 clusters Score -3874769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -3874770.750000 Penalty: 3450.771973
	Iteration 42Q: 3 clusters Score -3874771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -3874777.750000 Penalty: 3450.771973
	Iteration 43Q: 3 clusters Score -3874778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -3874781.000000 Penalty: 3450.771973
	Iteration 44Q: 3 clusters Score -3874781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -3874784.250000 Penalty: 3450.771973
	Iteration 45Q: 3 clusters Score -3874784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -3874784.500000 Penalty: 3450.771973
	Iteration 46Q: 3 clusters Score -3874784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -3874784.500000 Penalty: 3450.771973
	Iteration 47F: 3 clusters Score -3874784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -172235.296875 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -172235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -170217.171875 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -170217.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -170727.718750 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -170727.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -170896.984375 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -170897 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -171060.140625 Penalty: 2456.517822
	Iteration 3F: 3 clusters Score -171060.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -171238.890625 Penalty: 2456.517822
	Iteration 4F: 3 clusters Score -171238.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -171395.859375 Penalty: 2456.517822
	Iteration 5F: 3 clusters Score -171395.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -171520.046875 Penalty: 2456.517822
	Iteration 6F: 3 clusters Score -171520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -171597.078125 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -171597.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -171634.312500 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -171634.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -171658.906250 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -171658.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -171679.593750 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -171679.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -171690.078125 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -171690.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -171699.281250 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -171699.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -171708.296875 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -171708.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -171717.062500 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -171717.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -171726.906250 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -171726.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -171734.109375 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -171734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171739.656250 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -171739.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -171743.906250 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -171743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -171748.765625 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -171748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -171755.359375 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -171755.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -171762.281250 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -171762.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -171768.578125 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -171768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -171774.406250 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -171774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -171781.375000 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -171781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -171788.593750 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -171788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -171791.734375 Penalty: 2456.517822
	Iteration 26Q: 3 clusters Score -171791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -171795.890625 Penalty: 2456.517822
	Iteration 27Q: 3 clusters Score -171795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -171803.281250 Penalty: 2456.517822
	Iteration 28Q: 3 clusters Score -171803.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -171811.406250 Penalty: 2456.517822
	Iteration 29Q: 3 clusters Score -171811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -171822.109375 Penalty: 2456.517822
	Iteration 30Q: 3 clusters Score -171822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -171833.000000 Penalty: 2456.517822
	Iteration 31Q: 3 clusters Score -171833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -171839.890625 Penalty: 2456.517822
	Iteration 32Q: 3 clusters Score -171839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -171845.078125 Penalty: 2456.517822
	Iteration 33Q: 3 clusters Score -171845.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -171850.718750 Penalty: 2456.517822
	Iteration 34Q: 3 clusters Score -171850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -171855.062500 Penalty: 2456.517822
	Iteration 35Q: 3 clusters Score -171855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -171857.843750 Penalty: 2456.517822
	Iteration 36Q: 3 clusters Score -171857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -171862.140625 Penalty: 2456.517822
	Iteration 37Q: 3 clusters Score -171862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -171866.156250 Penalty: 2456.517822
	Iteration 38Q: 3 clusters Score -171866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -171867.843750 Penalty: 2456.517822
	Iteration 39Q: 3 clusters Score -171867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -171871.078125 Penalty: 2456.517822
	Iteration 40F: 3 clusters Score -171871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -171875.671875 Penalty: 2456.517822
	Iteration 41Q: 3 clusters Score -171875.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -171883.234375 Penalty: 2456.517822
	Iteration 42Q: 3 clusters Score -171883.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -171897.609375 Penalty: 2456.517822
	Iteration 43Q: 3 clusters Score -171897.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -171918.750000 Penalty: 2456.517822
	Iteration 44Q: 3 clusters Score -171918.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -171940.968750 Penalty: 2456.517822
	Iteration 45Q: 3 clusters Score -171941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -171960.375000 Penalty: 2456.517822
	Iteration 46Q: 3 clusters Score -171960.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -171969.984375 Penalty: 2456.517822
	Iteration 47Q: 3 clusters Score -171970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -171974.687500 Penalty: 2456.517822
	Iteration 48Q: 3 clusters Score -171974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -171978.734375 Penalty: 2456.517822
	Iteration 49Q: 3 clusters Score -171978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -171980.343750 Penalty: 2456.517822
	Iteration 50Q: 3 clusters Score -171980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171981.796875 Penalty: 2456.517822
	Iteration 51Q: 3 clusters Score -171981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171981.796875 Penalty: 2456.517822
	Iteration 52F: 3 clusters Score -171981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -207203.187500 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -207203.2 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 1242 members 
Entering Unmasked Estep 
Score: -204766.203125 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -204766.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -205413.937500 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -205413.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -205704.203125 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -205704.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -205919.031250 Penalty: 2545.146484
	Iteration 3F: 3 clusters Score -205919 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206079.765625 Penalty: 2545.146484
	Iteration 4F: 3 clusters Score -206079.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -206194.906250 Penalty: 2545.146484
	Iteration 5Q: 3 clusters Score -206194.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -206271.343750 Penalty: 2545.146484
	Iteration 6Q: 3 clusters Score -206271.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -206332.187500 Penalty: 2545.146484
	Iteration 7Q: 3 clusters Score -206332.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -206376.687500 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -206376.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -206398.250000 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -206398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -206409.406250 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -206409.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -206425.546875 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -206425.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206440.890625 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -206440.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -206461.546875 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -206461.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -206484.468750 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -206484.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -206518.484375 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -206518.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206545.406250 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -206545.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -206566.453125 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -206566.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -206595.171875 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -206595.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -206639.781250 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -206639.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -206679.015625 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -206679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -206711.468750 Penalty: 2545.146484
	Iteration 21Q: 3 clusters Score -206711.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -206728.171875 Penalty: 2545.146484
	Iteration 22Q: 3 clusters Score -206728.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -206740.312500 Penalty: 2545.146484
	Iteration 23Q: 3 clusters Score -206740.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -206753.796875 Penalty: 2545.146484
	Iteration 24Q: 3 clusters Score -206753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -206761.046875 Penalty: 2545.146484
	Iteration 25Q: 3 clusters Score -206761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -206768.750000 Penalty: 2545.146484
	Iteration 26Q: 3 clusters Score -206768.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -206774.984375 Penalty: 2545.146484
	Iteration 27Q: 3 clusters Score -206775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -206776.750000 Penalty: 2545.146484
	Iteration 28Q: 3 clusters Score -206776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -206778.703125 Penalty: 2545.146484
	Iteration 29Q: 3 clusters Score -206778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -206782.046875 Penalty: 2545.146484
	Iteration 30Q: 3 clusters Score -206782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -206785.625000 Penalty: 2545.146484
	Iteration 31Q: 3 clusters Score -206785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -206786.609375 Penalty: 2545.146484
	Iteration 32Q: 3 clusters Score -206786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -206789.421875 Penalty: 2545.146484
	Iteration 33Q: 3 clusters Score -206789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -206792.812500 Penalty: 2545.146484
	Iteration 34Q: 3 clusters Score -206792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -206795.234375 Penalty: 2545.146484
	Iteration 35Q: 3 clusters Score -206795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -206795.937500 Penalty: 2545.146484
	Iteration 36Q: 3 clusters Score -206795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -206796.375000 Penalty: 2545.146484
	Iteration 37Q: 3 clusters Score -206796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -206797.234375 Penalty: 2545.146484
	Iteration 38Q: 3 clusters Score -206797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -206799.000000 Penalty: 2545.146484
	Iteration 39Q: 3 clusters Score -206799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -206800.734375 Penalty: 2545.146484
	Iteration 40F: 3 clusters Score -206800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -206806.531250 Penalty: 2545.146484
	Iteration 41Q: 3 clusters Score -206806.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -206819.031250 Penalty: 2545.146484
	Iteration 42Q: 3 clusters Score -206819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -206840.234375 Penalty: 2545.146484
	Iteration 43Q: 3 clusters Score -206840.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -206867.218750 Penalty: 2545.146484
	Iteration 44Q: 3 clusters Score -206867.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -206909.515625 Penalty: 2545.146484
	Iteration 45Q: 3 clusters Score -206909.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -206953.359375 Penalty: 2545.146484
	Iteration 46Q: 3 clusters Score -206953.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -206979.312500 Penalty: 2545.146484
	Iteration 47Q: 3 clusters Score -206979.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -206990.234375 Penalty: 2545.146484
	Iteration 48Q: 3 clusters Score -206990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -206998.250000 Penalty: 2545.146484
	Iteration 49Q: 3 clusters Score -206998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -207005.140625 Penalty: 2545.146484
	Iteration 50Q: 3 clusters Score -207005.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -207010.781250 Penalty: 2545.146484
	Iteration 51Q: 3 clusters Score -207010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -207013.890625 Penalty: 2545.146484
	Iteration 52Q: 3 clusters Score -207013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -207016.796875 Penalty: 2545.146484
	Iteration 53Q: 3 clusters Score -207016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -207017.875000 Penalty: 2545.146484
	Iteration 54Q: 3 clusters Score -207017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -207017.984375 Penalty: 2545.146484
	Iteration 55Q: 3 clusters Score -207018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -207017.984375 Penalty: 2545.146484
	Iteration 56F: 3 clusters Score -207018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Entering Unmasked Estep 
Score: -4465561.000000 Penalty: 1742.652588
	Iteration 0F: 2 clusters Score -4465561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -4445748.000000 Penalty: 3485.305176
	Iteration 0F: 3 clusters Score -4445748 nChanged 21209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4457386.000000 Penalty: 3485.305176
	Iteration 1F: 3 clusters Score -4457386 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4457729.000000 Penalty: 3485.305176
	Iteration 2Q: 3 clusters Score -4457729 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4458030.000000 Penalty: 3485.305176
	Iteration 3Q: 3 clusters Score -4458030 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4458334.500000 Penalty: 3485.305176
	Iteration 4Q: 3 clusters Score -4458334 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4458656.000000 Penalty: 3485.305176
	Iteration 5Q: 3 clusters Score -4458656 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4459102.500000 Penalty: 3485.305176
	Iteration 6Q: 3 clusters Score -4459102 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4459695.000000 Penalty: 3485.305176
	Iteration 7Q: 3 clusters Score -4459695 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4460508.000000 Penalty: 3485.305176
	Iteration 8Q: 3 clusters Score -4460508 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4461637.000000 Penalty: 3485.305176
	Iteration 9F: 3 clusters Score -4461637 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4463275.500000 Penalty: 3485.305176
	Iteration 10F: 3 clusters Score -4463276 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4464906.500000 Penalty: 3485.305176
	Iteration 11F: 3 clusters Score -4464906 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -4464238.000000 Penalty: 3485.305176
	Iteration 12F: 3 clusters Score -4464238 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4463323.000000 Penalty: 3485.305176
	Iteration 13F: 3 clusters Score -4463323 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4463379.500000 Penalty: 3485.305176
	Iteration 14Q: 3 clusters Score -4463380 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4463521.500000 Penalty: 3485.305176
	Iteration 15Q: 3 clusters Score -4463522 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4463721.000000 Penalty: 3485.305176
	Iteration 16Q: 3 clusters Score -4463721 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4463831.000000 Penalty: 3485.305176
	Iteration 17Q: 3 clusters Score -4463831 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4463901.000000 Penalty: 3485.305176
	Iteration 18Q: 3 clusters Score -4463901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4463949.000000 Penalty: 3485.305176
	Iteration 19Q: 3 clusters Score -4463949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4463991.000000 Penalty: 3485.305176
	Iteration 20F: 3 clusters Score -4463991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4464003.500000 Penalty: 3485.305176
	Iteration 21Q: 3 clusters Score -4464004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4464002.500000 Penalty: 3485.305176
	Iteration 22Q: 3 clusters Score -4464002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4464006.500000 Penalty: 3485.305176
	Iteration 23Q: 3 clusters Score -4464006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4464003.500000 Penalty: 3485.305176
	Iteration 24Q: 3 clusters Score -4464004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4464008.500000 Penalty: 3485.305176
	Iteration 25Q: 3 clusters Score -4464008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4464016.000000 Penalty: 3485.305176
	Iteration 26Q: 3 clusters Score -4464016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4464018.500000 Penalty: 3485.305176
	Iteration 27Q: 3 clusters Score -4464018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4464023.000000 Penalty: 3485.305176
	Iteration 28Q: 3 clusters Score -4464023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4464035.000000 Penalty: 3485.305176
	Iteration 29Q: 3 clusters Score -4464035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4464045.000000 Penalty: 3485.305176
	Iteration 30Q: 3 clusters Score -4464045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4464050.500000 Penalty: 3485.305176
	Iteration 31Q: 3 clusters Score -4464050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4464070.000000 Penalty: 3485.305176
	Iteration 32Q: 3 clusters Score -4464070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4464072.500000 Penalty: 3485.305176
	Iteration 33Q: 3 clusters Score -4464072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4464069.000000 Penalty: 3485.305176
	Iteration 34Q: 3 clusters Score -4464069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4464067.000000 Penalty: 3485.305176
	Iteration 35Q: 3 clusters Score -4464067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4464075.000000 Penalty: 3485.305176
	Iteration 36Q: 3 clusters Score -4464075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4464072.000000 Penalty: 3485.305176
	Iteration 37Q: 3 clusters Score -4464072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4464072.000000 Penalty: 3485.305176
	Iteration 38F: 3 clusters Score -4464072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -450293.125000 Penalty: 1384.983765
	Iteration 0F: 2 clusters Score -450293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -446320.656250 Penalty: 2769.967529
	Iteration 0F: 3 clusters Score -446320.7 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -447383.156250 Penalty: 2769.967529
	Iteration 1F: 3 clusters Score -447383.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -447603.968750 Penalty: 2769.967529
	Iteration 2F: 3 clusters Score -447604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -447795.406250 Penalty: 2769.967529
	Iteration 3F: 3 clusters Score -447795.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -447982.468750 Penalty: 2769.967529
	Iteration 4F: 3 clusters Score -447982.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -448167.468750 Penalty: 2769.967529
	Iteration 5F: 3 clusters Score -448167.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -448389.375000 Penalty: 2769.967529
	Iteration 6F: 3 clusters Score -448389.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -448624.093750 Penalty: 2769.967529
	Iteration 7F: 3 clusters Score -448624.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -448808.750000 Penalty: 2769.967529
	Iteration 8Q: 3 clusters Score -448808.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -448959.625000 Penalty: 2769.967529
	Iteration 9Q: 3 clusters Score -448959.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -449057.656250 Penalty: 2769.967529
	Iteration 10Q: 3 clusters Score -449057.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -449112.843750 Penalty: 2769.967529
	Iteration 11Q: 3 clusters Score -449112.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449145.531250 Penalty: 2769.967529
	Iteration 12Q: 3 clusters Score -449145.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -449162.062500 Penalty: 2769.967529
	Iteration 13Q: 3 clusters Score -449162.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449172.875000 Penalty: 2769.967529
	Iteration 14Q: 3 clusters Score -449172.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -449178.937500 Penalty: 2769.967529
	Iteration 15Q: 3 clusters Score -449178.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -449185.437500 Penalty: 2769.967529
	Iteration 16Q: 3 clusters Score -449185.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -449191.531250 Penalty: 2769.967529
	Iteration 17Q: 3 clusters Score -449191.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -449196.062500 Penalty: 2769.967529
	Iteration 18Q: 3 clusters Score -449196.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -449199.375000 Penalty: 2769.967529
	Iteration 19Q: 3 clusters Score -449199.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -449202.343750 Penalty: 2769.967529
	Iteration 20F: 3 clusters Score -449202.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -449206.625000 Penalty: 2769.967529
	Iteration 21Q: 3 clusters Score -449206.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -449211.281250 Penalty: 2769.967529
	Iteration 22Q: 3 clusters Score -449211.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -449216.093750 Penalty: 2769.967529
	Iteration 23Q: 3 clusters Score -449216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -449222.875000 Penalty: 2769.967529
	Iteration 24Q: 3 clusters Score -449222.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -449227.031250 Penalty: 2769.967529
	Iteration 25Q: 3 clusters Score -449227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -449229.875000 Penalty: 2769.967529
	Iteration 26Q: 3 clusters Score -449229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -449232.812500 Penalty: 2769.967529
	Iteration 27Q: 3 clusters Score -449232.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -449235.062500 Penalty: 2769.967529
	Iteration 28Q: 3 clusters Score -449235.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -449236.937500 Penalty: 2769.967529
	Iteration 29Q: 3 clusters Score -449236.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -449239.843750 Penalty: 2769.967529
	Iteration 30Q: 3 clusters Score -449239.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -449242.218750 Penalty: 2769.967529
	Iteration 31Q: 3 clusters Score -449242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -449244.718750 Penalty: 2769.967529
	Iteration 32Q: 3 clusters Score -449244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -449245.968750 Penalty: 2769.967529
	Iteration 33Q: 3 clusters Score -449246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -449248.281250 Penalty: 2769.967529
	Iteration 34Q: 3 clusters Score -449248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -449248.968750 Penalty: 2769.967529
	Iteration 35Q: 3 clusters Score -449249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -449248.968750 Penalty: 2769.967529
	Iteration 36Q: 3 clusters Score -449249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -449251.375000 Penalty: 2769.967529
	Iteration 37Q: 3 clusters Score -449251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -449253.625000 Penalty: 2769.967529
	Iteration 38Q: 3 clusters Score -449253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -449253.687500 Penalty: 2769.967529
	Iteration 39Q: 3 clusters Score -449253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -449254.562500 Penalty: 2769.967529
	Iteration 40F: 3 clusters Score -449254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -449256.937500 Penalty: 2769.967529
	Iteration 41Q: 3 clusters Score -449256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -449258.250000 Penalty: 2769.967529
	Iteration 42Q: 3 clusters Score -449258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -449258.718750 Penalty: 2769.967529
	Iteration 43Q: 3 clusters Score -449258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -449259.468750 Penalty: 2769.967529
	Iteration 44Q: 3 clusters Score -449259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -449259.656250 Penalty: 2769.967529
	Iteration 45Q: 3 clusters Score -449259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -449259.812500 Penalty: 2769.967529
	Iteration 46Q: 3 clusters Score -449259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -449260.781250 Penalty: 2769.967529
	Iteration 47Q: 3 clusters Score -449260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -449261.031250 Penalty: 2769.967529
	Iteration 48Q: 3 clusters Score -449261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -449261.937500 Penalty: 2769.967529
	Iteration 49Q: 3 clusters Score -449261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -449261.687500 Penalty: 2769.967529
	Iteration 50Q: 3 clusters Score -449261.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -449261.687500 Penalty: 2769.967529
	Iteration 51F: 3 clusters Score -449261.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -122079.171875 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -122079.2 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 679 members 
Entering Unmasked Estep 
Score: -120405.453125 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -120405.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120717.289062 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -120717.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -120786.968750 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -120787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -120832.351562 Penalty: 2338.192139
	Iteration 3Q: 3 clusters Score -120832.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120866.085938 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -120866.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -120893.421875 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -120893.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -120922.195312 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -120922.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -120968.617188 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -120968.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121046.617188 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -121046.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -121125.960938 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -121126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121232.671875 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -121232.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -121325.125000 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -121325.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -121407.945312 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -121407.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -121458.406250 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -121458.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -121500.148438 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -121500.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -121512.062500 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -121512.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -121521.132812 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -121521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -121526.968750 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -121527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -121530.132812 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -121530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -121532.265625 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -121532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -121536.343750 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -121536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -121537.726562 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -121537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -121540.351562 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -121540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -121541.554688 Penalty: 2338.192139
	Iteration 23Q: 3 clusters Score -121541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -121542.757812 Penalty: 2338.192139
	Iteration 24Q: 3 clusters Score -121542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -121542.757812 Penalty: 2338.192139
	Iteration 25F: 3 clusters Score -121542.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Entering Unmasked Estep 
Score: -3598836.500000 Penalty: 1711.850830
	Iteration 0F: 2 clusters Score -3598836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3574016.250000 Penalty: 3423.701660
	Iteration 0F: 3 clusters Score -3574016 nChanged 17403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3583821.500000 Penalty: 3423.701660
	Iteration 1F: 3 clusters Score -3583822 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3584476.500000 Penalty: 3423.701660
	Iteration 2Q: 3 clusters Score -3584476 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3585182.750000 Penalty: 3423.701660
	Iteration 3Q: 3 clusters Score -3585183 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3585984.500000 Penalty: 3423.701660
	Iteration 4Q: 3 clusters Score -3585984 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3586761.250000 Penalty: 3423.701660
	Iteration 5Q: 3 clusters Score -3586761 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3587562.750000 Penalty: 3423.701660
	Iteration 6Q: 3 clusters Score -3587563 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3588374.000000 Penalty: 3423.701660
	Iteration 7Q: 3 clusters Score -3588374 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3589169.250000 Penalty: 3423.701660
	Iteration 8Q: 3 clusters Score -3589169 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3589935.750000 Penalty: 3423.701660
	Iteration 9Q: 3 clusters Score -3589936 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3590584.500000 Penalty: 3423.701660
	Iteration 10Q: 3 clusters Score -3590584 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3591086.250000 Penalty: 3423.701660
	Iteration 11Q: 3 clusters Score -3591086 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3591447.250000 Penalty: 3423.701660
	Iteration 12Q: 3 clusters Score -3591447 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3591682.000000 Penalty: 3423.701660
	Iteration 13Q: 3 clusters Score -3591682 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3591813.500000 Penalty: 3423.701660
	Iteration 14Q: 3 clusters Score -3591814 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3591968.000000 Penalty: 3423.701660
	Iteration 15Q: 3 clusters Score -3591968 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3592074.750000 Penalty: 3423.701660
	Iteration 16Q: 3 clusters Score -3592075 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3592194.000000 Penalty: 3423.701660
	Iteration 17Q: 3 clusters Score -3592194 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3592289.500000 Penalty: 3423.701660
	Iteration 18Q: 3 clusters Score -3592290 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3592388.500000 Penalty: 3423.701660
	Iteration 19Q: 3 clusters Score -3592388 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3592468.750000 Penalty: 3423.701660
	Iteration 20F: 3 clusters Score -3592469 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3592574.000000 Penalty: 3423.701660
	Iteration 21Q: 3 clusters Score -3592574 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3592653.000000 Penalty: 3423.701660
	Iteration 22Q: 3 clusters Score -3592653 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3592736.000000 Penalty: 3423.701660
	Iteration 23Q: 3 clusters Score -3592736 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3592793.500000 Penalty: 3423.701660
	Iteration 24Q: 3 clusters Score -3592794 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3592888.000000 Penalty: 3423.701660
	Iteration 25Q: 3 clusters Score -3592888 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3592978.250000 Penalty: 3423.701660
	Iteration 26Q: 3 clusters Score -3592978 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3593029.500000 Penalty: 3423.701660
	Iteration 27Q: 3 clusters Score -3593030 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3593072.750000 Penalty: 3423.701660
	Iteration 28Q: 3 clusters Score -3593073 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3593123.000000 Penalty: 3423.701660
	Iteration 29Q: 3 clusters Score -3593123 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3593202.750000 Penalty: 3423.701660
	Iteration 30Q: 3 clusters Score -3593203 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3593251.500000 Penalty: 3423.701660
	Iteration 31Q: 3 clusters Score -3593252 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3593293.000000 Penalty: 3423.701660
	Iteration 32Q: 3 clusters Score -3593293 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3593322.250000 Penalty: 3423.701660
	Iteration 33Q: 3 clusters Score -3593322 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3593367.750000 Penalty: 3423.701660
	Iteration 34Q: 3 clusters Score -3593368 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3593396.000000 Penalty: 3423.701660
	Iteration 35Q: 3 clusters Score -3593396 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3593424.500000 Penalty: 3423.701660
	Iteration 36Q: 3 clusters Score -3593424 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3593473.250000 Penalty: 3423.701660
	Iteration 37Q: 3 clusters Score -3593473 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3593487.250000 Penalty: 3423.701660
	Iteration 38Q: 3 clusters Score -3593487 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3593507.000000 Penalty: 3423.701660
	Iteration 39Q: 3 clusters Score -3593507 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3593544.750000 Penalty: 3423.701660
	Iteration 40F: 3 clusters Score -3593545 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3593582.500000 Penalty: 3423.701660
	Iteration 41Q: 3 clusters Score -3593582 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3593602.000000 Penalty: 3423.701660
	Iteration 42Q: 3 clusters Score -3593602 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3593627.250000 Penalty: 3423.701660
	Iteration 43Q: 3 clusters Score -3593627 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3593660.500000 Penalty: 3423.701660
	Iteration 44Q: 3 clusters Score -3593660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3593701.000000 Penalty: 3423.701660
	Iteration 45Q: 3 clusters Score -3593701 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3593734.000000 Penalty: 3423.701660
	Iteration 46Q: 3 clusters Score -3593734 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3593754.500000 Penalty: 3423.701660
	Iteration 47Q: 3 clusters Score -3593754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3593786.500000 Penalty: 3423.701660
	Iteration 48Q: 3 clusters Score -3593786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -3593799.000000 Penalty: 3423.701660
	Iteration 49Q: 3 clusters Score -3593799 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3593832.750000 Penalty: 3423.701660
	Iteration 50Q: 3 clusters Score -3593833 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3593856.750000 Penalty: 3423.701660
	Iteration 51Q: 3 clusters Score -3593857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3593874.000000 Penalty: 3423.701660
	Iteration 52Q: 3 clusters Score -3593874 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3593907.000000 Penalty: 3423.701660
	Iteration 53Q: 3 clusters Score -3593907 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3593935.000000 Penalty: 3423.701660
	Iteration 54Q: 3 clusters Score -3593935 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3593962.500000 Penalty: 3423.701660
	Iteration 55Q: 3 clusters Score -3593962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3593995.000000 Penalty: 3423.701660
	Iteration 56Q: 3 clusters Score -3593995 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3594028.500000 Penalty: 3423.701660
	Iteration 57Q: 3 clusters Score -3594028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3594069.750000 Penalty: 3423.701660
	Iteration 58Q: 3 clusters Score -3594070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3594104.250000 Penalty: 3423.701660
	Iteration 59Q: 3 clusters Score -3594104 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3594156.750000 Penalty: 3423.701660
	Iteration 60F: 3 clusters Score -3594157 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3594199.500000 Penalty: 3423.701660
	Iteration 61Q: 3 clusters Score -3594200 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3594237.250000 Penalty: 3423.701660
	Iteration 62Q: 3 clusters Score -3594237 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3594268.750000 Penalty: 3423.701660
	Iteration 63Q: 3 clusters Score -3594269 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3594310.000000 Penalty: 3423.701660
	Iteration 64Q: 3 clusters Score -3594310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3594360.000000 Penalty: 3423.701660
	Iteration 65Q: 3 clusters Score -3594360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3594399.000000 Penalty: 3423.701660
	Iteration 66Q: 3 clusters Score -3594399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3594441.750000 Penalty: 3423.701660
	Iteration 67Q: 3 clusters Score -3594442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3594480.500000 Penalty: 3423.701660
	Iteration 68Q: 3 clusters Score -3594480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3594540.000000 Penalty: 3423.701660
	Iteration 69Q: 3 clusters Score -3594540 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3594593.750000 Penalty: 3423.701660
	Iteration 70Q: 3 clusters Score -3594594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3594638.750000 Penalty: 3423.701660
	Iteration 71Q: 3 clusters Score -3594639 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3594710.250000 Penalty: 3423.701660
	Iteration 72Q: 3 clusters Score -3594710 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3594766.250000 Penalty: 3423.701660
	Iteration 73Q: 3 clusters Score -3594766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3594833.750000 Penalty: 3423.701660
	Iteration 74Q: 3 clusters Score -3594834 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3594922.000000 Penalty: 3423.701660
	Iteration 75Q: 3 clusters Score -3594922 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3595012.500000 Penalty: 3423.701660
	Iteration 76Q: 3 clusters Score -3595012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3595140.750000 Penalty: 3423.701660
	Iteration 77Q: 3 clusters Score -3595141 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3595292.500000 Penalty: 3423.701660
	Iteration 78Q: 3 clusters Score -3595292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3595507.000000 Penalty: 3423.701660
	Iteration 79Q: 3 clusters Score -3595507 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3595781.250000 Penalty: 3423.701660
	Iteration 80F: 3 clusters Score -3595781 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3596087.750000 Penalty: 3423.701660
	Iteration 81Q: 3 clusters Score -3596088 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3596373.000000 Penalty: 3423.701660
	Iteration 82Q: 3 clusters Score -3596373 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3596623.500000 Penalty: 3423.701660
	Iteration 83Q: 3 clusters Score -3596624 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3596845.750000 Penalty: 3423.701660
	Iteration 84Q: 3 clusters Score -3596846 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3597012.000000 Penalty: 3423.701660
	Iteration 85Q: 3 clusters Score -3597012 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3597137.250000 Penalty: 3423.701660
	Iteration 86Q: 3 clusters Score -3597137 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3597263.750000 Penalty: 3423.701660
	Iteration 87Q: 3 clusters Score -3597264 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3597370.750000 Penalty: 3423.701660
	Iteration 88Q: 3 clusters Score -3597371 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3597442.000000 Penalty: 3423.701660
	Iteration 89Q: 3 clusters Score -3597442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3597486.250000 Penalty: 3423.701660
	Iteration 90Q: 3 clusters Score -3597486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3597528.000000 Penalty: 3423.701660
	Iteration 91Q: 3 clusters Score -3597528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3597552.000000 Penalty: 3423.701660
	Iteration 92Q: 3 clusters Score -3597552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3597565.500000 Penalty: 3423.701660
	Iteration 93Q: 3 clusters Score -3597566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3597581.500000 Penalty: 3423.701660
	Iteration 94Q: 3 clusters Score -3597582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3597585.250000 Penalty: 3423.701660
	Iteration 95Q: 3 clusters Score -3597585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3597593.750000 Penalty: 3423.701660
	Iteration 96Q: 3 clusters Score -3597594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3597604.500000 Penalty: 3423.701660
	Iteration 97Q: 3 clusters Score -3597604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3597608.250000 Penalty: 3423.701660
	Iteration 98Q: 3 clusters Score -3597608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3597611.500000 Penalty: 3423.701660
	Iteration 99Q: 3 clusters Score -3597612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3597616.750000 Penalty: 3423.701660
	Iteration 100F: 3 clusters Score -3597617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3597613.500000 Penalty: 3423.701660
	Iteration 101Q: 3 clusters Score -3597614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3597613.500000 Penalty: 3423.701660
	Iteration 102Q: 3 clusters Score -3597614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3597620.250000 Penalty: 3423.701660
	Iteration 103Q: 3 clusters Score -3597620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3597615.000000 Penalty: 3423.701660
	Iteration 104Q: 3 clusters Score -3597615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3597611.750000 Penalty: 3423.701660
	Iteration 105Q: 3 clusters Score -3597612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3597618.500000 Penalty: 3423.701660
	Iteration 106Q: 3 clusters Score -3597618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3597626.250000 Penalty: 3423.701660
	Iteration 107Q: 3 clusters Score -3597626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3597623.750000 Penalty: 3423.701660
	Iteration 108Q: 3 clusters Score -3597624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3597628.500000 Penalty: 3423.701660
	Iteration 109Q: 3 clusters Score -3597628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3597632.500000 Penalty: 3423.701660
	Iteration 110Q: 3 clusters Score -3597632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3597632.250000 Penalty: 3423.701660
	Iteration 111Q: 3 clusters Score -3597632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3597628.500000 Penalty: 3423.701660
	Iteration 112Q: 3 clusters Score -3597628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3597632.250000 Penalty: 3423.701660
	Iteration 113Q: 3 clusters Score -3597632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3597631.000000 Penalty: 3423.701660
	Iteration 114Q: 3 clusters Score -3597631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3597635.500000 Penalty: 3423.701660
	Iteration 115Q: 3 clusters Score -3597636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3597633.750000 Penalty: 3423.701660
	Iteration 116Q: 3 clusters Score -3597634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3597632.250000 Penalty: 3423.701660
	Iteration 117Q: 3 clusters Score -3597632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3597634.750000 Penalty: 3423.701660
	Iteration 118Q: 3 clusters Score -3597635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3597637.750000 Penalty: 3423.701660
	Iteration 119Q: 3 clusters Score -3597638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3597634.250000 Penalty: 3423.701660
	Iteration 120F: 3 clusters Score -3597634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3597634.750000 Penalty: 3423.701660
	Iteration 121Q: 3 clusters Score -3597635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3597634.750000 Penalty: 3423.701660
	Iteration 122Q: 3 clusters Score -3597635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3597634.750000 Penalty: 3423.701660
	Iteration 123F: 3 clusters Score -3597635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Entering Unmasked Estep 
Score: -1728875.250000 Penalty: 1587.599365
	Iteration 0F: 2 clusters Score -1728875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1716991.750000 Penalty: 3175.198730
	Iteration 0F: 3 clusters Score -1716992 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1721281.375000 Penalty: 3175.198730
	Iteration 1F: 3 clusters Score -1721281 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1721497.375000 Penalty: 3175.198730
	Iteration 2Q: 3 clusters Score -1721497 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1721655.875000 Penalty: 3175.198730
	Iteration 3Q: 3 clusters Score -1721656 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1721793.750000 Penalty: 3175.198730
	Iteration 4Q: 3 clusters Score -1721794 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1721937.375000 Penalty: 3175.198730
	Iteration 5Q: 3 clusters Score -1721937 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1722084.500000 Penalty: 3175.198730
	Iteration 6Q: 3 clusters Score -1722084 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1722285.500000 Penalty: 3175.198730
	Iteration 7Q: 3 clusters Score -1722286 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1722542.375000 Penalty: 3175.198730
	Iteration 8Q: 3 clusters Score -1722542 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1722951.750000 Penalty: 3175.198730
	Iteration 9Q: 3 clusters Score -1722952 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1723574.000000 Penalty: 3175.198730
	Iteration 10F: 3 clusters Score -1723574 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1724418.125000 Penalty: 3175.198730
	Iteration 11F: 3 clusters Score -1724418 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1725364.750000 Penalty: 3175.198730
	Iteration 12F: 3 clusters Score -1725365 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1726241.625000 Penalty: 3175.198730
	Iteration 13F: 3 clusters Score -1726242 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1726829.125000 Penalty: 3175.198730
	Iteration 14Q: 3 clusters Score -1726829 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1727168.375000 Penalty: 3175.198730
	Iteration 15Q: 3 clusters Score -1727168 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1727347.000000 Penalty: 3175.198730
	Iteration 16Q: 3 clusters Score -1727347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1727433.250000 Penalty: 3175.198730
	Iteration 17Q: 3 clusters Score -1727433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1727455.250000 Penalty: 3175.198730
	Iteration 18Q: 3 clusters Score -1727455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1727463.250000 Penalty: 3175.198730
	Iteration 19Q: 3 clusters Score -1727463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1727478.250000 Penalty: 3175.198730
	Iteration 20F: 3 clusters Score -1727478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1727482.875000 Penalty: 3175.198730
	Iteration 21Q: 3 clusters Score -1727483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1727488.750000 Penalty: 3175.198730
	Iteration 22Q: 3 clusters Score -1727489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1727490.000000 Penalty: 3175.198730
	Iteration 23Q: 3 clusters Score -1727490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1727490.000000 Penalty: 3175.198730
	Iteration 24F: 3 clusters Score -1727490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Entering Unmasked Estep 
Score: -800720.437500 Penalty: 1467.397095
	Iteration 0F: 2 clusters Score -800720.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -794615.750000 Penalty: 2934.794189
	Iteration 0F: 3 clusters Score -794615.8 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -796550.500000 Penalty: 2934.794189
	Iteration 1F: 3 clusters Score -796550.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -796789.500000 Penalty: 2934.794189
	Iteration 2F: 3 clusters Score -796789.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -796987.125000 Penalty: 2934.794189
	Iteration 3F: 3 clusters Score -796987.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -797166.312500 Penalty: 2934.794189
	Iteration 4Q: 3 clusters Score -797166.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -797364.187500 Penalty: 2934.794189
	Iteration 5Q: 3 clusters Score -797364.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -797599.375000 Penalty: 2934.794189
	Iteration 6Q: 3 clusters Score -797599.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -797847.937500 Penalty: 2934.794189
	Iteration 7Q: 3 clusters Score -797847.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -798115.875000 Penalty: 2934.794189
	Iteration 8Q: 3 clusters Score -798115.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -798402.750000 Penalty: 2934.794189
	Iteration 9Q: 3 clusters Score -798402.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -798688.562500 Penalty: 2934.794189
	Iteration 10Q: 3 clusters Score -798688.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -798969.250000 Penalty: 2934.794189
	Iteration 11Q: 3 clusters Score -798969.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -799205.625000 Penalty: 2934.794189
	Iteration 12Q: 3 clusters Score -799205.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -799368.500000 Penalty: 2934.794189
	Iteration 13Q: 3 clusters Score -799368.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -799476.312500 Penalty: 2934.794189
	Iteration 14Q: 3 clusters Score -799476.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -799549.125000 Penalty: 2934.794189
	Iteration 15Q: 3 clusters Score -799549.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -799581.687500 Penalty: 2934.794189
	Iteration 16Q: 3 clusters Score -799581.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -799597.625000 Penalty: 2934.794189
	Iteration 17Q: 3 clusters Score -799597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -799609.000000 Penalty: 2934.794189
	Iteration 18Q: 3 clusters Score -799609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -799623.875000 Penalty: 2934.794189
	Iteration 19Q: 3 clusters Score -799623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -799635.187500 Penalty: 2934.794189
	Iteration 20F: 3 clusters Score -799635.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -799648.187500 Penalty: 2934.794189
	Iteration 21Q: 3 clusters Score -799648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -799656.687500 Penalty: 2934.794189
	Iteration 22Q: 3 clusters Score -799656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -799657.937500 Penalty: 2934.794189
	Iteration 23Q: 3 clusters Score -799657.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -799659.187500 Penalty: 2934.794189
	Iteration 24Q: 3 clusters Score -799659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -799659.750000 Penalty: 2934.794189
	Iteration 25Q: 3 clusters Score -799659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -799659.750000 Penalty: 2934.794189
	Iteration 26F: 3 clusters Score -799659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Entering Unmasked Estep 
Score: -1832150.500000 Penalty: 1607.387939
	Iteration 0F: 2 clusters Score -1832150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1818608.375000 Penalty: 3214.775879
	Iteration 0F: 3 clusters Score -1818608 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1823574.875000 Penalty: 3214.775879
	Iteration 1F: 3 clusters Score -1823575 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1823949.875000 Penalty: 3214.775879
	Iteration 2F: 3 clusters Score -1823950 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1824331.875000 Penalty: 3214.775879
	Iteration 3Q: 3 clusters Score -1824332 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1824789.375000 Penalty: 3214.775879
	Iteration 4Q: 3 clusters Score -1824789 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1825403.750000 Penalty: 3214.775879
	Iteration 5F: 3 clusters Score -1825404 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1826222.625000 Penalty: 3214.775879
	Iteration 6F: 3 clusters Score -1826223 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1827190.500000 Penalty: 3214.775879
	Iteration 7F: 3 clusters Score -1827190 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1828229.875000 Penalty: 3214.775879
	Iteration 8F: 3 clusters Score -1828230 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1829172.500000 Penalty: 3214.775879
	Iteration 9F: 3 clusters Score -1829172 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1829819.000000 Penalty: 3214.775879
	Iteration 10Q: 3 clusters Score -1829819 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1830202.375000 Penalty: 3214.775879
	Iteration 11Q: 3 clusters Score -1830202 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1830449.125000 Penalty: 3214.775879
	Iteration 12Q: 3 clusters Score -1830449 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1830605.125000 Penalty: 3214.775879
	Iteration 13Q: 3 clusters Score -1830605 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1830701.000000 Penalty: 3214.775879
	Iteration 14Q: 3 clusters Score -1830701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1830741.375000 Penalty: 3214.775879
	Iteration 15Q: 3 clusters Score -1830741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1830769.125000 Penalty: 3214.775879
	Iteration 16Q: 3 clusters Score -1830769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1830785.125000 Penalty: 3214.775879
	Iteration 17Q: 3 clusters Score -1830785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1830795.375000 Penalty: 3214.775879
	Iteration 18Q: 3 clusters Score -1830795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1830801.750000 Penalty: 3214.775879
	Iteration 19Q: 3 clusters Score -1830802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1830810.875000 Penalty: 3214.775879
	Iteration 20F: 3 clusters Score -1830811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1830815.875000 Penalty: 3214.775879
	Iteration 21Q: 3 clusters Score -1830816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1830830.250000 Penalty: 3214.775879
	Iteration 22Q: 3 clusters Score -1830830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1830836.125000 Penalty: 3214.775879
	Iteration 23Q: 3 clusters Score -1830836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1830844.500000 Penalty: 3214.775879
	Iteration 24Q: 3 clusters Score -1830844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1830847.125000 Penalty: 3214.775879
	Iteration 25Q: 3 clusters Score -1830847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1830852.000000 Penalty: 3214.775879
	Iteration 26Q: 3 clusters Score -1830852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1830859.250000 Penalty: 3214.775879
	Iteration 27Q: 3 clusters Score -1830859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1830860.750000 Penalty: 3214.775879
	Iteration 28Q: 3 clusters Score -1830861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1830860.750000 Penalty: 3214.775879
	Iteration 29F: 3 clusters Score -1830861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76134.289062 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76134.29 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76338.812500 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76338.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76390.335938 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -76390.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76419.328125 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76419.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76443.734375 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76443.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76459.593750 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76459.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76469.820312 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76469.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76475.187500 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76475.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76482.085938 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76482.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76499.210938 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -76499.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76512.296875 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -76512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76516.093750 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -76516.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76524.000000 Penalty: 2196.002930
	Iteration 12Q: 3 clusters Score -76524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76530.335938 Penalty: 2196.002930
	Iteration 13Q: 3 clusters Score -76530.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76533.492188 Penalty: 2196.002930
	Iteration 14Q: 3 clusters Score -76533.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76535.445312 Penalty: 2196.002930
	Iteration 15Q: 3 clusters Score -76535.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76535.445312 Penalty: 2196.002930
	Iteration 16F: 3 clusters Score -76535.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Entering Unmasked Estep 
Score: -1284973.625000 Penalty: 1542.728394
	Iteration 0F: 2 clusters Score -1284974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1275739.375000 Penalty: 3085.456787
	Iteration 0F: 3 clusters Score -1275739 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1278852.625000 Penalty: 3085.456787
	Iteration 1F: 3 clusters Score -1278853 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1279152.875000 Penalty: 3085.456787
	Iteration 2F: 3 clusters Score -1279153 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1279427.000000 Penalty: 3085.456787
	Iteration 3Q: 3 clusters Score -1279427 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1279700.625000 Penalty: 3085.456787
	Iteration 4Q: 3 clusters Score -1279701 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1279998.375000 Penalty: 3085.456787
	Iteration 5Q: 3 clusters Score -1279998 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1280358.125000 Penalty: 3085.456787
	Iteration 6Q: 3 clusters Score -1280358 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1280811.250000 Penalty: 3085.456787
	Iteration 7F: 3 clusters Score -1280811 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1281282.625000 Penalty: 3085.456787
	Iteration 8F: 3 clusters Score -1281283 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1281743.625000 Penalty: 3085.456787
	Iteration 9F: 3 clusters Score -1281744 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1282089.750000 Penalty: 3085.456787
	Iteration 10Q: 3 clusters Score -1282090 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1282326.875000 Penalty: 3085.456787
	Iteration 11Q: 3 clusters Score -1282327 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1282461.500000 Penalty: 3085.456787
	Iteration 12Q: 3 clusters Score -1282462 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1282522.625000 Penalty: 3085.456787
	Iteration 13Q: 3 clusters Score -1282523 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1282566.250000 Penalty: 3085.456787
	Iteration 14Q: 3 clusters Score -1282566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1282593.000000 Penalty: 3085.456787
	Iteration 15Q: 3 clusters Score -1282593 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1282620.875000 Penalty: 3085.456787
	Iteration 16Q: 3 clusters Score -1282621 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1282642.125000 Penalty: 3085.456787
	Iteration 17Q: 3 clusters Score -1282642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1282659.125000 Penalty: 3085.456787
	Iteration 18Q: 3 clusters Score -1282659 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1282675.750000 Penalty: 3085.456787
	Iteration 19Q: 3 clusters Score -1282676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1282690.125000 Penalty: 3085.456787
	Iteration 20F: 3 clusters Score -1282690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1282698.250000 Penalty: 3085.456787
	Iteration 21Q: 3 clusters Score -1282698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1282712.750000 Penalty: 3085.456787
	Iteration 22Q: 3 clusters Score -1282713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1282719.375000 Penalty: 3085.456787
	Iteration 23Q: 3 clusters Score -1282719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1282728.375000 Penalty: 3085.456787
	Iteration 24Q: 3 clusters Score -1282728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1282738.750000 Penalty: 3085.456787
	Iteration 25Q: 3 clusters Score -1282739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1282745.750000 Penalty: 3085.456787
	Iteration 26Q: 3 clusters Score -1282746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1282751.000000 Penalty: 3085.456787
	Iteration 27Q: 3 clusters Score -1282751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1282759.500000 Penalty: 3085.456787
	Iteration 28Q: 3 clusters Score -1282760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1282763.875000 Penalty: 3085.456787
	Iteration 29Q: 3 clusters Score -1282764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1282775.125000 Penalty: 3085.456787
	Iteration 30Q: 3 clusters Score -1282775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1282780.875000 Penalty: 3085.456787
	Iteration 31Q: 3 clusters Score -1282781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1282793.875000 Penalty: 3085.456787
	Iteration 32Q: 3 clusters Score -1282794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1282805.875000 Penalty: 3085.456787
	Iteration 33Q: 3 clusters Score -1282806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1282815.875000 Penalty: 3085.456787
	Iteration 34Q: 3 clusters Score -1282816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1282818.875000 Penalty: 3085.456787
	Iteration 35Q: 3 clusters Score -1282819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1282827.375000 Penalty: 3085.456787
	Iteration 36Q: 3 clusters Score -1282827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1282835.625000 Penalty: 3085.456787
	Iteration 37Q: 3 clusters Score -1282836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1282836.000000 Penalty: 3085.456787
	Iteration 38Q: 3 clusters Score -1282836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1282844.250000 Penalty: 3085.456787
	Iteration 39Q: 3 clusters Score -1282844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1282855.500000 Penalty: 3085.456787
	Iteration 40F: 3 clusters Score -1282856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1282858.250000 Penalty: 3085.456787
	Iteration 41Q: 3 clusters Score -1282858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1282862.125000 Penalty: 3085.456787
	Iteration 42Q: 3 clusters Score -1282862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1282864.375000 Penalty: 3085.456787
	Iteration 43Q: 3 clusters Score -1282864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1282869.000000 Penalty: 3085.456787
	Iteration 44Q: 3 clusters Score -1282869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1282871.750000 Penalty: 3085.456787
	Iteration 45Q: 3 clusters Score -1282872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1282873.375000 Penalty: 3085.456787
	Iteration 46Q: 3 clusters Score -1282873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1282878.250000 Penalty: 3085.456787
	Iteration 47Q: 3 clusters Score -1282878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1282884.250000 Penalty: 3085.456787
	Iteration 48Q: 3 clusters Score -1282884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1282891.375000 Penalty: 3085.456787
	Iteration 49Q: 3 clusters Score -1282891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1282893.750000 Penalty: 3085.456787
	Iteration 50Q: 3 clusters Score -1282894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1282898.125000 Penalty: 3085.456787
	Iteration 51Q: 3 clusters Score -1282898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1282904.750000 Penalty: 3085.456787
	Iteration 52Q: 3 clusters Score -1282905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1282906.000000 Penalty: 3085.456787
	Iteration 53Q: 3 clusters Score -1282906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1282904.875000 Penalty: 3085.456787
	Iteration 54Q: 3 clusters Score -1282905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1282906.250000 Penalty: 3085.456787
	Iteration 55Q: 3 clusters Score -1282906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1282911.250000 Penalty: 3085.456787
	Iteration 56Q: 3 clusters Score -1282911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1282917.125000 Penalty: 3085.456787
	Iteration 57Q: 3 clusters Score -1282917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1282921.250000 Penalty: 3085.456787
	Iteration 58Q: 3 clusters Score -1282921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1282919.375000 Penalty: 3085.456787
	Iteration 59Q: 3 clusters Score -1282919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1282919.750000 Penalty: 3085.456787
	Iteration 60F: 3 clusters Score -1282920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1282919.250000 Penalty: 3085.456787
	Iteration 61Q: 3 clusters Score -1282919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1282919.750000 Penalty: 3085.456787
	Iteration 62Q: 3 clusters Score -1282920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1282920.000000 Penalty: 3085.456787
	Iteration 63Q: 3 clusters Score -1282920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1282918.125000 Penalty: 3085.456787
	Iteration 64Q: 3 clusters Score -1282918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1282919.000000 Penalty: 3085.456787
	Iteration 65Q: 3 clusters Score -1282919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1282919.000000 Penalty: 3085.456787
	Iteration 66F: 3 clusters Score -1282919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Entering Unmasked Estep 
Score: -801318.875000 Penalty: 1484.222290
	Iteration 0F: 2 clusters Score -801318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -794725.375000 Penalty: 2968.444580
	Iteration 0F: 3 clusters Score -794725.4 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -796863.000000 Penalty: 2968.444580
	Iteration 1F: 3 clusters Score -796863 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -797181.812500 Penalty: 2968.444580
	Iteration 2F: 3 clusters Score -797181.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -797463.875000 Penalty: 2968.444580
	Iteration 3F: 3 clusters Score -797463.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -797743.250000 Penalty: 2968.444580
	Iteration 4F: 3 clusters Score -797743.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -798014.562500 Penalty: 2968.444580
	Iteration 5Q: 3 clusters Score -798014.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -798251.562500 Penalty: 2968.444580
	Iteration 6Q: 3 clusters Score -798251.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -798503.437500 Penalty: 2968.444580
	Iteration 7Q: 3 clusters Score -798503.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -798743.937500 Penalty: 2968.444580
	Iteration 8Q: 3 clusters Score -798743.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -798962.625000 Penalty: 2968.444580
	Iteration 9Q: 3 clusters Score -798962.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -799129.812500 Penalty: 2968.444580
	Iteration 10Q: 3 clusters Score -799129.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -799248.875000 Penalty: 2968.444580
	Iteration 11Q: 3 clusters Score -799248.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -799323.875000 Penalty: 2968.444580
	Iteration 12Q: 3 clusters Score -799323.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -799357.125000 Penalty: 2968.444580
	Iteration 13Q: 3 clusters Score -799357.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -799383.812500 Penalty: 2968.444580
	Iteration 14Q: 3 clusters Score -799383.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -799406.562500 Penalty: 2968.444580
	Iteration 15Q: 3 clusters Score -799406.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -799424.375000 Penalty: 2968.444580
	Iteration 16Q: 3 clusters Score -799424.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -799439.500000 Penalty: 2968.444580
	Iteration 17Q: 3 clusters Score -799439.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -799454.250000 Penalty: 2968.444580
	Iteration 18Q: 3 clusters Score -799454.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -799468.625000 Penalty: 2968.444580
	Iteration 19Q: 3 clusters Score -799468.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -799480.875000 Penalty: 2968.444580
	Iteration 20F: 3 clusters Score -799480.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -799494.812500 Penalty: 2968.444580
	Iteration 21Q: 3 clusters Score -799494.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -799503.875000 Penalty: 2968.444580
	Iteration 22Q: 3 clusters Score -799503.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -799512.812500 Penalty: 2968.444580
	Iteration 23Q: 3 clusters Score -799512.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -799522.250000 Penalty: 2968.444580
	Iteration 24Q: 3 clusters Score -799522.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -799531.687500 Penalty: 2968.444580
	Iteration 25Q: 3 clusters Score -799531.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -799537.812500 Penalty: 2968.444580
	Iteration 26Q: 3 clusters Score -799537.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -799543.437500 Penalty: 2968.444580
	Iteration 27Q: 3 clusters Score -799543.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -799547.187500 Penalty: 2968.444580
	Iteration 28Q: 3 clusters Score -799547.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -799551.562500 Penalty: 2968.444580
	Iteration 29Q: 3 clusters Score -799551.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -799557.125000 Penalty: 2968.444580
	Iteration 30Q: 3 clusters Score -799557.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -799562.312500 Penalty: 2968.444580
	Iteration 31Q: 3 clusters Score -799562.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -799564.562500 Penalty: 2968.444580
	Iteration 32Q: 3 clusters Score -799564.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -799569.000000 Penalty: 2968.444580
	Iteration 33Q: 3 clusters Score -799569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -799571.562500 Penalty: 2968.444580
	Iteration 34Q: 3 clusters Score -799571.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -799573.937500 Penalty: 2968.444580
	Iteration 35Q: 3 clusters Score -799573.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -799577.000000 Penalty: 2968.444580
	Iteration 36Q: 3 clusters Score -799577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -799580.125000 Penalty: 2968.444580
	Iteration 37Q: 3 clusters Score -799580.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -799581.687500 Penalty: 2968.444580
	Iteration 38Q: 3 clusters Score -799581.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -799587.250000 Penalty: 2968.444580
	Iteration 39Q: 3 clusters Score -799587.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -799587.812500 Penalty: 2968.444580
	Iteration 40F: 3 clusters Score -799587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -799589.625000 Penalty: 2968.444580
	Iteration 41Q: 3 clusters Score -799589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -799590.812500 Penalty: 2968.444580
	Iteration 42Q: 3 clusters Score -799590.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -799594.937500 Penalty: 2968.444580
	Iteration 43Q: 3 clusters Score -799594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -799597.562500 Penalty: 2968.444580
	Iteration 44Q: 3 clusters Score -799597.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -799598.062500 Penalty: 2968.444580
	Iteration 45Q: 3 clusters Score -799598.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -799601.750000 Penalty: 2968.444580
	Iteration 46Q: 3 clusters Score -799601.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -799612.312500 Penalty: 2968.444580
	Iteration 47Q: 3 clusters Score -799612.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -799623.437500 Penalty: 2968.444580
	Iteration 48Q: 3 clusters Score -799623.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -799629.250000 Penalty: 2968.444580
	Iteration 49Q: 3 clusters Score -799629.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -799635.625000 Penalty: 2968.444580
	Iteration 50Q: 3 clusters Score -799635.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -799637.375000 Penalty: 2968.444580
	Iteration 51Q: 3 clusters Score -799637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -799641.125000 Penalty: 2968.444580
	Iteration 52Q: 3 clusters Score -799641.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -799643.687500 Penalty: 2968.444580
	Iteration 53Q: 3 clusters Score -799643.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -799647.125000 Penalty: 2968.444580
	Iteration 54Q: 3 clusters Score -799647.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -799650.562500 Penalty: 2968.444580
	Iteration 55Q: 3 clusters Score -799650.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -799656.625000 Penalty: 2968.444580
	Iteration 56Q: 3 clusters Score -799656.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -799663.375000 Penalty: 2968.444580
	Iteration 57Q: 3 clusters Score -799663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -799665.750000 Penalty: 2968.444580
	Iteration 58Q: 3 clusters Score -799665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -799670.437500 Penalty: 2968.444580
	Iteration 59Q: 3 clusters Score -799670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -799671.875000 Penalty: 2968.444580
	Iteration 60F: 3 clusters Score -799671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -799674.187500 Penalty: 2968.444580
	Iteration 61Q: 3 clusters Score -799674.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -799678.687500 Penalty: 2968.444580
	Iteration 62Q: 3 clusters Score -799678.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -799682.375000 Penalty: 2968.444580
	Iteration 63Q: 3 clusters Score -799682.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -799684.812500 Penalty: 2968.444580
	Iteration 64Q: 3 clusters Score -799684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -799689.500000 Penalty: 2968.444580
	Iteration 65Q: 3 clusters Score -799689.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -799694.812500 Penalty: 2968.444580
	Iteration 66Q: 3 clusters Score -799694.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -799697.625000 Penalty: 2968.444580
	Iteration 67Q: 3 clusters Score -799697.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -799699.937500 Penalty: 2968.444580
	Iteration 68Q: 3 clusters Score -799699.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -799702.562500 Penalty: 2968.444580
	Iteration 69Q: 3 clusters Score -799702.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -799710.437500 Penalty: 2968.444580
	Iteration 70Q: 3 clusters Score -799710.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -799717.750000 Penalty: 2968.444580
	Iteration 71Q: 3 clusters Score -799717.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -799727.187500 Penalty: 2968.444580
	Iteration 72Q: 3 clusters Score -799727.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -799732.937500 Penalty: 2968.444580
	Iteration 73Q: 3 clusters Score -799732.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -799737.625000 Penalty: 2968.444580
	Iteration 74Q: 3 clusters Score -799737.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -799746.375000 Penalty: 2968.444580
	Iteration 75Q: 3 clusters Score -799746.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -799756.687500 Penalty: 2968.444580
	Iteration 76Q: 3 clusters Score -799756.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -799770.750000 Penalty: 2968.444580
	Iteration 77Q: 3 clusters Score -799770.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -799782.750000 Penalty: 2968.444580
	Iteration 78Q: 3 clusters Score -799782.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -799790.562500 Penalty: 2968.444580
	Iteration 79Q: 3 clusters Score -799790.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -799798.562500 Penalty: 2968.444580
	Iteration 80F: 3 clusters Score -799798.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -799804.812500 Penalty: 2968.444580
	Iteration 81Q: 3 clusters Score -799804.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -799811.937500 Penalty: 2968.444580
	Iteration 82Q: 3 clusters Score -799811.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -799821.062500 Penalty: 2968.444580
	Iteration 83Q: 3 clusters Score -799821.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -799830.250000 Penalty: 2968.444580
	Iteration 84Q: 3 clusters Score -799830.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -799840.562500 Penalty: 2968.444580
	Iteration 85Q: 3 clusters Score -799840.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -799848.000000 Penalty: 2968.444580
	Iteration 86Q: 3 clusters Score -799848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -799859.375000 Penalty: 2968.444580
	Iteration 87Q: 3 clusters Score -799859.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -799875.187500 Penalty: 2968.444580
	Iteration 88Q: 3 clusters Score -799875.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -799886.750000 Penalty: 2968.444580
	Iteration 89Q: 3 clusters Score -799886.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -799897.687500 Penalty: 2968.444580
	Iteration 90Q: 3 clusters Score -799897.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -799908.562500 Penalty: 2968.444580
	Iteration 91Q: 3 clusters Score -799908.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -799921.312500 Penalty: 2968.444580
	Iteration 92Q: 3 clusters Score -799921.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -799931.437500 Penalty: 2968.444580
	Iteration 93Q: 3 clusters Score -799931.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -799943.875000 Penalty: 2968.444580
	Iteration 94Q: 3 clusters Score -799943.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -799953.875000 Penalty: 2968.444580
	Iteration 95Q: 3 clusters Score -799953.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -799963.937500 Penalty: 2968.444580
	Iteration 96Q: 3 clusters Score -799963.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -799976.812500 Penalty: 2968.444580
	Iteration 97Q: 3 clusters Score -799976.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -799988.187500 Penalty: 2968.444580
	Iteration 98Q: 3 clusters Score -799988.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -799998.125000 Penalty: 2968.444580
	Iteration 99Q: 3 clusters Score -799998.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -800006.625000 Penalty: 2968.444580
	Iteration 100F: 3 clusters Score -800006.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -800015.062500 Penalty: 2968.444580
	Iteration 101Q: 3 clusters Score -800015.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -800021.687500 Penalty: 2968.444580
	Iteration 102Q: 3 clusters Score -800021.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -800032.500000 Penalty: 2968.444580
	Iteration 103Q: 3 clusters Score -800032.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -800044.187500 Penalty: 2968.444580
	Iteration 104Q: 3 clusters Score -800044.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -800061.812500 Penalty: 2968.444580
	Iteration 105Q: 3 clusters Score -800061.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -800073.625000 Penalty: 2968.444580
	Iteration 106Q: 3 clusters Score -800073.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -800083.375000 Penalty: 2968.444580
	Iteration 107Q: 3 clusters Score -800083.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -800094.875000 Penalty: 2968.444580
	Iteration 108Q: 3 clusters Score -800094.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -800102.250000 Penalty: 2968.444580
	Iteration 109Q: 3 clusters Score -800102.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -800111.687500 Penalty: 2968.444580
	Iteration 110Q: 3 clusters Score -800111.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -800122.437500 Penalty: 2968.444580
	Iteration 111Q: 3 clusters Score -800122.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -800134.250000 Penalty: 2968.444580
	Iteration 112Q: 3 clusters Score -800134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -800143.625000 Penalty: 2968.444580
	Iteration 113Q: 3 clusters Score -800143.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -800153.250000 Penalty: 2968.444580
	Iteration 114Q: 3 clusters Score -800153.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -800165.937500 Penalty: 2968.444580
	Iteration 115Q: 3 clusters Score -800165.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -800176.437500 Penalty: 2968.444580
	Iteration 116Q: 3 clusters Score -800176.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -800190.687500 Penalty: 2968.444580
	Iteration 117Q: 3 clusters Score -800190.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -800205.250000 Penalty: 2968.444580
	Iteration 118Q: 3 clusters Score -800205.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -800219.312500 Penalty: 2968.444580
	Iteration 119Q: 3 clusters Score -800219.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -800229.750000 Penalty: 2968.444580
	Iteration 120F: 3 clusters Score -800229.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -800242.250000 Penalty: 2968.444580
	Iteration 121Q: 3 clusters Score -800242.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -800251.937500 Penalty: 2968.444580
	Iteration 122Q: 3 clusters Score -800251.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -800258.750000 Penalty: 2968.444580
	Iteration 123Q: 3 clusters Score -800258.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -800269.250000 Penalty: 2968.444580
	Iteration 124Q: 3 clusters Score -800269.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -800271.125000 Penalty: 2968.444580
	Iteration 125Q: 3 clusters Score -800271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -800279.000000 Penalty: 2968.444580
	Iteration 126Q: 3 clusters Score -800279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -800280.625000 Penalty: 2968.444580
	Iteration 127Q: 3 clusters Score -800280.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -800287.437500 Penalty: 2968.444580
	Iteration 128Q: 3 clusters Score -800287.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -800293.125000 Penalty: 2968.444580
	Iteration 129Q: 3 clusters Score -800293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -800299.312500 Penalty: 2968.444580
	Iteration 130Q: 3 clusters Score -800299.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -800300.437500 Penalty: 2968.444580
	Iteration 131Q: 3 clusters Score -800300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -800301.750000 Penalty: 2968.444580
	Iteration 132Q: 3 clusters Score -800301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -800305.562500 Penalty: 2968.444580
	Iteration 133Q: 3 clusters Score -800305.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -800307.062500 Penalty: 2968.444580
	Iteration 134Q: 3 clusters Score -800307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -800309.375000 Penalty: 2968.444580
	Iteration 135Q: 3 clusters Score -800309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -800313.000000 Penalty: 2968.444580
	Iteration 136Q: 3 clusters Score -800313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -800313.937500 Penalty: 2968.444580
	Iteration 137Q: 3 clusters Score -800313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -800314.375000 Penalty: 2968.444580
	Iteration 138Q: 3 clusters Score -800314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -800315.250000 Penalty: 2968.444580
	Iteration 139Q: 3 clusters Score -800315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -800318.312500 Penalty: 2968.444580
	Iteration 140F: 3 clusters Score -800318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -800319.812500 Penalty: 2968.444580
	Iteration 141Q: 3 clusters Score -800319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -800322.125000 Penalty: 2968.444580
	Iteration 142Q: 3 clusters Score -800322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -800324.125000 Penalty: 2968.444580
	Iteration 143Q: 3 clusters Score -800324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -800325.562500 Penalty: 2968.444580
	Iteration 144Q: 3 clusters Score -800325.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -800328.375000 Penalty: 2968.444580
	Iteration 145Q: 3 clusters Score -800328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -800330.062500 Penalty: 2968.444580
	Iteration 146Q: 3 clusters Score -800330.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -800333.562500 Penalty: 2968.444580
	Iteration 147Q: 3 clusters Score -800333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -800334.687500 Penalty: 2968.444580
	Iteration 148Q: 3 clusters Score -800334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -800335.562500 Penalty: 2968.444580
	Iteration 149Q: 3 clusters Score -800335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -800338.562500 Penalty: 2968.444580
	Iteration 150Q: 3 clusters Score -800338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -800337.687500 Penalty: 2968.444580
	Iteration 151Q: 3 clusters Score -800337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -800337.500000 Penalty: 2968.444580
	Iteration 152Q: 3 clusters Score -800337.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -800337.500000 Penalty: 2968.444580
	Iteration 153F: 3 clusters Score -800337.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -159873.453125 Penalty: 1215.386230
	Iteration 0F: 2 clusters Score -159873.5 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 888 members 
Entering Unmasked Estep 
Score: -157963.093750 Penalty: 2430.772461
	Iteration 0F: 3 clusters Score -157963.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -158394.531250 Penalty: 2430.772461
	Iteration 1F: 3 clusters Score -158394.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -158595.734375 Penalty: 2430.772461
	Iteration 2F: 3 clusters Score -158595.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -158749.234375 Penalty: 2430.772461
	Iteration 3F: 3 clusters Score -158749.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -158834.062500 Penalty: 2430.772461
	Iteration 4Q: 3 clusters Score -158834.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -158907.140625 Penalty: 2430.772461
	Iteration 5Q: 3 clusters Score -158907.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -158975.312500 Penalty: 2430.772461
	Iteration 6Q: 3 clusters Score -158975.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -159019.390625 Penalty: 2430.772461
	Iteration 7Q: 3 clusters Score -159019.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -159052.812500 Penalty: 2430.772461
	Iteration 8Q: 3 clusters Score -159052.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -159073.453125 Penalty: 2430.772461
	Iteration 9Q: 3 clusters Score -159073.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159093.656250 Penalty: 2430.772461
	Iteration 10Q: 3 clusters Score -159093.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159111.562500 Penalty: 2430.772461
	Iteration 11Q: 3 clusters Score -159111.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -159140.296875 Penalty: 2430.772461
	Iteration 12Q: 3 clusters Score -159140.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159161.437500 Penalty: 2430.772461
	Iteration 13Q: 3 clusters Score -159161.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -159182.921875 Penalty: 2430.772461
	Iteration 14Q: 3 clusters Score -159182.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159208.687500 Penalty: 2430.772461
	Iteration 15Q: 3 clusters Score -159208.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159244.937500 Penalty: 2430.772461
	Iteration 16Q: 3 clusters Score -159244.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159296.312500 Penalty: 2430.772461
	Iteration 17Q: 3 clusters Score -159296.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159331.828125 Penalty: 2430.772461
	Iteration 18Q: 3 clusters Score -159331.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159363.046875 Penalty: 2430.772461
	Iteration 19Q: 3 clusters Score -159363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159390.062500 Penalty: 2430.772461
	Iteration 20F: 3 clusters Score -159390.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159422.796875 Penalty: 2430.772461
	Iteration 21Q: 3 clusters Score -159422.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159460.406250 Penalty: 2430.772461
	Iteration 22Q: 3 clusters Score -159460.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159503.781250 Penalty: 2430.772461
	Iteration 23Q: 3 clusters Score -159503.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -159550.187500 Penalty: 2430.772461
	Iteration 24Q: 3 clusters Score -159550.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -159591.687500 Penalty: 2430.772461
	Iteration 25Q: 3 clusters Score -159591.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -159610.750000 Penalty: 2430.772461
	Iteration 26Q: 3 clusters Score -159610.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -159620.515625 Penalty: 2430.772461
	Iteration 27Q: 3 clusters Score -159620.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -159623.328125 Penalty: 2430.772461
	Iteration 28Q: 3 clusters Score -159623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -159626.062500 Penalty: 2430.772461
	Iteration 29Q: 3 clusters Score -159626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -159630.484375 Penalty: 2430.772461
	Iteration 30Q: 3 clusters Score -159630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159638.218750 Penalty: 2430.772461
	Iteration 31Q: 3 clusters Score -159638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -159643.515625 Penalty: 2430.772461
	Iteration 32Q: 3 clusters Score -159643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -159646.312500 Penalty: 2430.772461
	Iteration 33Q: 3 clusters Score -159646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -159646.359375 Penalty: 2430.772461
	Iteration 34Q: 3 clusters Score -159646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -159646.359375 Penalty: 2430.772461
	Iteration 35F: 3 clusters Score -159646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -222444.375000 Penalty: 1277.843384
	Iteration 0F: 2 clusters Score -222444.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -219992.312500 Penalty: 2555.686768
	Iteration 0F: 3 clusters Score -219992.3 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -220716.609375 Penalty: 2555.686768
	Iteration 1F: 3 clusters Score -220716.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -221064.875000 Penalty: 2555.686768
	Iteration 2F: 3 clusters Score -221064.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -221384.562500 Penalty: 2555.686768
	Iteration 3F: 3 clusters Score -221384.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -221612.046875 Penalty: 2555.686768
	Iteration 4F: 3 clusters Score -221612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -221779.812500 Penalty: 2555.686768
	Iteration 5F: 3 clusters Score -221779.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -221905.265625 Penalty: 2555.686768
	Iteration 6Q: 3 clusters Score -221905.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -222023.000000 Penalty: 2555.686768
	Iteration 7Q: 3 clusters Score -222023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -222131.296875 Penalty: 2555.686768
	Iteration 8Q: 3 clusters Score -222131.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -222217.437500 Penalty: 2555.686768
	Iteration 9Q: 3 clusters Score -222217.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -222294.750000 Penalty: 2555.686768
	Iteration 10Q: 3 clusters Score -222294.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -222369.250000 Penalty: 2555.686768
	Iteration 11Q: 3 clusters Score -222369.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -222416.109375 Penalty: 2555.686768
	Iteration 12Q: 3 clusters Score -222416.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -222435.406250 Penalty: 2555.686768
	Iteration 13Q: 3 clusters Score -222435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -222442.828125 Penalty: 2555.686768
	Iteration 14Q: 3 clusters Score -222442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -222444.781250 Penalty: 2555.686768
	Iteration 15Q: 3 clusters Score -222444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -222447.500000 Penalty: 2555.686768
	Iteration 16F: 3 clusters Score -222447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -222448.937500 Penalty: 2555.686768
	Iteration 17Q: 3 clusters Score -222448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -222448.937500 Penalty: 2555.686768
	Iteration 18F: 3 clusters Score -222448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3366 members 
Mstep: Class 3 contains 39127 members 
Mstep: Class 4 contains 40854 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 45434 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37589 members 
Mstep: Class 11 contains 17498 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 9262 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 43177 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20522 members 
Mstep: Class 30 contains 25814 members 
Mstep: Class 31 contains 4760 members 
Mstep: Class 32 contains 1683 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3778 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 20070 members 
Mstep: Class 42 contains 7938 members 
Mstep: Class 43 contains 13262 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5096 members 
Mstep: Class 48 contains 2005 members 
Entering Unmasked Estep 
Score: -49776076.000000 Penalty: 103005.007812
Splitting cluster 18 changes total score from -49776660.000000 to -49776076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -418764.281250 Penalty: 1365.253174
	Iteration 0F: 2 clusters Score -418764.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -415085.375000 Penalty: 2730.506348
	Iteration 0F: 3 clusters Score -415085.4 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -416155.937500 Penalty: 2730.506348
	Iteration 1F: 3 clusters Score -416155.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -416367.937500 Penalty: 2730.506348
	Iteration 2F: 3 clusters Score -416367.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -416529.187500 Penalty: 2730.506348
	Iteration 3F: 3 clusters Score -416529.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -416680.312500 Penalty: 2730.506348
	Iteration 4Q: 3 clusters Score -416680.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -416845.750000 Penalty: 2730.506348
	Iteration 5Q: 3 clusters Score -416845.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -417008.031250 Penalty: 2730.506348
	Iteration 6Q: 3 clusters Score -417008 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -417166.687500 Penalty: 2730.506348
	Iteration 7F: 3 clusters Score -417166.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -417283.093750 Penalty: 2730.506348
	Iteration 8Q: 3 clusters Score -417283.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -417365.531250 Penalty: 2730.506348
	Iteration 9Q: 3 clusters Score -417365.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -417420.875000 Penalty: 2730.506348
	Iteration 10Q: 3 clusters Score -417420.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -417465.562500 Penalty: 2730.506348
	Iteration 11Q: 3 clusters Score -417465.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -417502.625000 Penalty: 2730.506348
	Iteration 12Q: 3 clusters Score -417502.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -417547.062500 Penalty: 2730.506348
	Iteration 13Q: 3 clusters Score -417547.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -417594.906250 Penalty: 2730.506348
	Iteration 14Q: 3 clusters Score -417594.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -417638.937500 Penalty: 2730.506348
	Iteration 15Q: 3 clusters Score -417638.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -417668.968750 Penalty: 2730.506348
	Iteration 16Q: 3 clusters Score -417669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -417691.562500 Penalty: 2730.506348
	Iteration 17Q: 3 clusters Score -417691.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -417715.093750 Penalty: 2730.506348
	Iteration 18Q: 3 clusters Score -417715.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -417740.250000 Penalty: 2730.506348
	Iteration 19Q: 3 clusters Score -417740.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -417758.156250 Penalty: 2730.506348
	Iteration 20F: 3 clusters Score -417758.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -417780.968750 Penalty: 2730.506348
	Iteration 21Q: 3 clusters Score -417781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -417797.656250 Penalty: 2730.506348
	Iteration 22Q: 3 clusters Score -417797.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -417808.062500 Penalty: 2730.506348
	Iteration 23Q: 3 clusters Score -417808.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -417814.375000 Penalty: 2730.506348
	Iteration 24Q: 3 clusters Score -417814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -417823.406250 Penalty: 2730.506348
	Iteration 25Q: 3 clusters Score -417823.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -417834.062500 Penalty: 2730.506348
	Iteration 26Q: 3 clusters Score -417834.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -417839.656250 Penalty: 2730.506348
	Iteration 27Q: 3 clusters Score -417839.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -417845.625000 Penalty: 2730.506348
	Iteration 28Q: 3 clusters Score -417845.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -417848.625000 Penalty: 2730.506348
	Iteration 29Q: 3 clusters Score -417848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -417850.125000 Penalty: 2730.506348
	Iteration 30Q: 3 clusters Score -417850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -417852.500000 Penalty: 2730.506348
	Iteration 31Q: 3 clusters Score -417852.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -417854.718750 Penalty: 2730.506348
	Iteration 32Q: 3 clusters Score -417854.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -417856.125000 Penalty: 2730.506348
	Iteration 33Q: 3 clusters Score -417856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -417858.281250 Penalty: 2730.506348
	Iteration 34Q: 3 clusters Score -417858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -417857.906250 Penalty: 2730.506348
	Iteration 35Q: 3 clusters Score -417857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -417858.187500 Penalty: 2730.506348
	Iteration 36Q: 3 clusters Score -417858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -417858.531250 Penalty: 2730.506348
	Iteration 37Q: 3 clusters Score -417858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -417859.093750 Penalty: 2730.506348
	Iteration 38Q: 3 clusters Score -417859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -417858.406250 Penalty: 2730.506348
	Iteration 39Q: 3 clusters Score -417858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -417859.000000 Penalty: 2730.506348
	Iteration 40F: 3 clusters Score -417859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -417859.250000 Penalty: 2730.506348
	Iteration 41Q: 3 clusters Score -417859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -417860.000000 Penalty: 2730.506348
	Iteration 42Q: 3 clusters Score -417860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -417860.312500 Penalty: 2730.506348
	Iteration 43Q: 3 clusters Score -417860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -417860.906250 Penalty: 2730.506348
	Iteration 44Q: 3 clusters Score -417860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -417862.968750 Penalty: 2730.506348
	Iteration 45Q: 3 clusters Score -417863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -417862.593750 Penalty: 2730.506348
	Iteration 46Q: 3 clusters Score -417862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -417863.781250 Penalty: 2730.506348
	Iteration 47Q: 3 clusters Score -417863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -417864.656250 Penalty: 2730.506348
	Iteration 48Q: 3 clusters Score -417864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -417864.781250 Penalty: 2730.506348
	Iteration 49Q: 3 clusters Score -417864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -417866.468750 Penalty: 2730.506348
	Iteration 50Q: 3 clusters Score -417866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -417866.781250 Penalty: 2730.506348
	Iteration 51Q: 3 clusters Score -417866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -417868.468750 Penalty: 2730.506348
	Iteration 52Q: 3 clusters Score -417868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -417868.531250 Penalty: 2730.506348
	Iteration 53Q: 3 clusters Score -417868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -417869.093750 Penalty: 2730.506348
	Iteration 54Q: 3 clusters Score -417869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -417869.093750 Penalty: 2730.506348
	Iteration 55F: 3 clusters Score -417869.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Entering Unmasked Estep 
Score: -3923484.250000 Penalty: 1725.521240
	Iteration 0F: 2 clusters Score -3923484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3899057.500000 Penalty: 3451.042480
	Iteration 0F: 3 clusters Score -3899058 nChanged 19129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3909843.500000 Penalty: 3451.042480
	Iteration 1F: 3 clusters Score -3909844 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3910245.250000 Penalty: 3451.042480
	Iteration 2Q: 3 clusters Score -3910245 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3910671.000000 Penalty: 3451.042480
	Iteration 3Q: 3 clusters Score -3910671 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3911160.750000 Penalty: 3451.042480
	Iteration 4Q: 3 clusters Score -3911161 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3911792.750000 Penalty: 3451.042480
	Iteration 5Q: 3 clusters Score -3911793 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3912870.750000 Penalty: 3451.042480
	Iteration 6F: 3 clusters Score -3912871 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3914648.500000 Penalty: 3451.042480
	Iteration 7F: 3 clusters Score -3914648 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3917266.500000 Penalty: 3451.042480
	Iteration 8F: 3 clusters Score -3917266 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -3919663.000000 Penalty: 3451.042480
	Iteration 9F: 3 clusters Score -3919663 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -3920955.000000 Penalty: 3451.042480
	Iteration 10F: 3 clusters Score -3920955 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -3921573.000000 Penalty: 3451.042480
	Iteration 11Q: 3 clusters Score -3921573 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -3921803.000000 Penalty: 3451.042480
	Iteration 12Q: 3 clusters Score -3921803 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -3921892.750000 Penalty: 3451.042480
	Iteration 13Q: 3 clusters Score -3921893 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -3921973.000000 Penalty: 3451.042480
	Iteration 14Q: 3 clusters Score -3921973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -3922009.250000 Penalty: 3451.042480
	Iteration 15Q: 3 clusters Score -3922009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -3922027.000000 Penalty: 3451.042480
	Iteration 16Q: 3 clusters Score -3922027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -3922029.250000 Penalty: 3451.042480
	Iteration 17Q: 3 clusters Score -3922029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -3922042.250000 Penalty: 3451.042480
	Iteration 18Q: 3 clusters Score -3922042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -3922045.250000 Penalty: 3451.042480
	Iteration 19Q: 3 clusters Score -3922045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -3922044.000000 Penalty: 3451.042480
	Iteration 20F: 3 clusters Score -3922044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -3922046.000000 Penalty: 3451.042480
	Iteration 21Q: 3 clusters Score -3922046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -3922055.750000 Penalty: 3451.042480
	Iteration 22Q: 3 clusters Score -3922056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -3922061.250000 Penalty: 3451.042480
	Iteration 23Q: 3 clusters Score -3922061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -3922059.750000 Penalty: 3451.042480
	Iteration 24Q: 3 clusters Score -3922060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -3922066.000000 Penalty: 3451.042480
	Iteration 25Q: 3 clusters Score -3922066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -3922066.750000 Penalty: 3451.042480
	Iteration 26Q: 3 clusters Score -3922067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -3922067.250000 Penalty: 3451.042480
	Iteration 27Q: 3 clusters Score -3922067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -3922067.250000 Penalty: 3451.042480
	Iteration 28F: 3 clusters Score -3922067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Entering Unmasked Estep 
Score: -4238194.500000 Penalty: 1734.372803
	Iteration 0F: 2 clusters Score -4238194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4218456.500000 Penalty: 3468.745605
	Iteration 0F: 3 clusters Score -4218456 nChanged 20231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4229613.500000 Penalty: 3468.745605
	Iteration 1F: 3 clusters Score -4229614 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4229972.500000 Penalty: 3468.745605
	Iteration 2Q: 3 clusters Score -4229972 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4230349.500000 Penalty: 3468.745605
	Iteration 3Q: 3 clusters Score -4230350 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4230747.000000 Penalty: 3468.745605
	Iteration 4Q: 3 clusters Score -4230747 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -4231227.500000 Penalty: 3468.745605
	Iteration 5Q: 3 clusters Score -4231228 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -4231957.000000 Penalty: 3468.745605
	Iteration 6Q: 3 clusters Score -4231957 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4233085.500000 Penalty: 3468.745605
	Iteration 7F: 3 clusters Score -4233086 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4234854.000000 Penalty: 3468.745605
	Iteration 8F: 3 clusters Score -4234854 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -4237149.000000 Penalty: 3468.745605
	Iteration 9F: 3 clusters Score -4237149 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4237615.500000 Penalty: 3468.745605
	Iteration 10F: 3 clusters Score -4237616 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -4237372.000000 Penalty: 3468.745605
	Iteration 11Q: 3 clusters Score -4237372 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -4237117.500000 Penalty: 3468.745605
	Iteration 12Q: 3 clusters Score -4237118 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -4237077.000000 Penalty: 3468.745605
	Iteration 13Q: 3 clusters Score -4237077 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -4236988.500000 Penalty: 3468.745605
	Iteration 14Q: 3 clusters Score -4236988 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4236931.000000 Penalty: 3468.745605
	Iteration 15Q: 3 clusters Score -4236931 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -4236897.000000 Penalty: 3468.745605
	Iteration 16Q: 3 clusters Score -4236897 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -4236901.000000 Penalty: 3468.745605
	Iteration 17Q: 3 clusters Score -4236901 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -4236922.000000 Penalty: 3468.745605
	Iteration 18Q: 3 clusters Score -4236922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -4236965.500000 Penalty: 3468.745605
	Iteration 19Q: 3 clusters Score -4236966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -4236962.000000 Penalty: 3468.745605
	Iteration 20F: 3 clusters Score -4236962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -4236968.500000 Penalty: 3468.745605
	Iteration 21Q: 3 clusters Score -4236968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -4236955.000000 Penalty: 3468.745605
	Iteration 22Q: 3 clusters Score -4236955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -4236945.000000 Penalty: 3468.745605
	Iteration 23Q: 3 clusters Score -4236945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -4236960.500000 Penalty: 3468.745605
	Iteration 24Q: 3 clusters Score -4236960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -4236959.500000 Penalty: 3468.745605
	Iteration 25Q: 3 clusters Score -4236960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -4236967.500000 Penalty: 3468.745605
	Iteration 26Q: 3 clusters Score -4236968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -4236969.500000 Penalty: 3468.745605
	Iteration 27Q: 3 clusters Score -4236970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -4236966.500000 Penalty: 3468.745605
	Iteration 28Q: 3 clusters Score -4236966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -4236966.000000 Penalty: 3468.745605
	Iteration 29Q: 3 clusters Score -4236966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -4236966.000000 Penalty: 3468.745605
	Iteration 30Q: 3 clusters Score -4236966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -4236966.000000 Penalty: 3468.745605
	Iteration 31F: 3 clusters Score -4236966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -100980.070312 Penalty: 1161.222534
	Iteration 0F: 2 clusters Score -100980.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99423.546875 Penalty: 2322.445068
	Iteration 0F: 3 clusters Score -99423.55 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -99751.437500 Penalty: 2322.445068
	Iteration 1F: 3 clusters Score -99751.44 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99846.539062 Penalty: 2322.445068
	Iteration 2F: 3 clusters Score -99846.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99899.164062 Penalty: 2322.445068
	Iteration 3Q: 3 clusters Score -99899.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99935.703125 Penalty: 2322.445068
	Iteration 4Q: 3 clusters Score -99935.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99960.570312 Penalty: 2322.445068
	Iteration 5Q: 3 clusters Score -99960.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -99976.554688 Penalty: 2322.445068
	Iteration 6Q: 3 clusters Score -99976.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99992.375000 Penalty: 2322.445068
	Iteration 7Q: 3 clusters Score -99992.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -100008.093750 Penalty: 2322.445068
	Iteration 8Q: 3 clusters Score -100008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -100013.781250 Penalty: 2322.445068
	Iteration 9Q: 3 clusters Score -100013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -100018.523438 Penalty: 2322.445068
	Iteration 10Q: 3 clusters Score -100018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -100024.867188 Penalty: 2322.445068
	Iteration 11Q: 3 clusters Score -100024.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -100029.078125 Penalty: 2322.445068
	Iteration 12Q: 3 clusters Score -100029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -100031.835938 Penalty: 2322.445068
	Iteration 13Q: 3 clusters Score -100031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -100036.171875 Penalty: 2322.445068
	Iteration 14Q: 3 clusters Score -100036.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100041.101562 Penalty: 2322.445068
	Iteration 15Q: 3 clusters Score -100041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -100045.007812 Penalty: 2322.445068
	Iteration 16Q: 3 clusters Score -100045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -100048.390625 Penalty: 2322.445068
	Iteration 17Q: 3 clusters Score -100048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100051.234375 Penalty: 2322.445068
	Iteration 18Q: 3 clusters Score -100051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -100056.062500 Penalty: 2322.445068
	Iteration 19Q: 3 clusters Score -100056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -100061.265625 Penalty: 2322.445068
	Iteration 20F: 3 clusters Score -100061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -100065.859375 Penalty: 2322.445068
	Iteration 21Q: 3 clusters Score -100065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -100072.062500 Penalty: 2322.445068
	Iteration 22Q: 3 clusters Score -100072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100078.804688 Penalty: 2322.445068
	Iteration 23Q: 3 clusters Score -100078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -100082.234375 Penalty: 2322.445068
	Iteration 24Q: 3 clusters Score -100082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -100085.742188 Penalty: 2322.445068
	Iteration 25Q: 3 clusters Score -100085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -100087.328125 Penalty: 2322.445068
	Iteration 26Q: 3 clusters Score -100087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -100089.343750 Penalty: 2322.445068
	Iteration 27Q: 3 clusters Score -100089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -100089.882812 Penalty: 2322.445068
	Iteration 28Q: 3 clusters Score -100089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -100090.554688 Penalty: 2322.445068
	Iteration 29Q: 3 clusters Score -100090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -100093.195312 Penalty: 2322.445068
	Iteration 30Q: 3 clusters Score -100093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -100099.921875 Penalty: 2322.445068
	Iteration 31Q: 3 clusters Score -100099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -100104.578125 Penalty: 2322.445068
	Iteration 32Q: 3 clusters Score -100104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -100110.437500 Penalty: 2322.445068
	Iteration 33Q: 3 clusters Score -100110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -100114.195312 Penalty: 2322.445068
	Iteration 34Q: 3 clusters Score -100114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100118.343750 Penalty: 2322.445068
	Iteration 35Q: 3 clusters Score -100118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -100118.679688 Penalty: 2322.445068
	Iteration 36Q: 3 clusters Score -100118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -100118.992188 Penalty: 2322.445068
	Iteration 37Q: 3 clusters Score -100119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -100118.992188 Penalty: 2322.445068
	Iteration 38F: 3 clusters Score -100119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -511793.343750 Penalty: 1401.645264
	Iteration 0F: 2 clusters Score -511793.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -507413.593750 Penalty: 2803.290527
	Iteration 0F: 3 clusters Score -507413.6 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -508647.093750 Penalty: 2803.290527
	Iteration 1F: 3 clusters Score -508647.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -508837.968750 Penalty: 2803.290527
	Iteration 2F: 3 clusters Score -508838 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -508959.406250 Penalty: 2803.290527
	Iteration 3F: 3 clusters Score -508959.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -509063.531250 Penalty: 2803.290527
	Iteration 4Q: 3 clusters Score -509063.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -509159.187500 Penalty: 2803.290527
	Iteration 5Q: 3 clusters Score -509159.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -509276.687500 Penalty: 2803.290527
	Iteration 6Q: 3 clusters Score -509276.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -509414.468750 Penalty: 2803.290527
	Iteration 7Q: 3 clusters Score -509414.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -509568.687500 Penalty: 2803.290527
	Iteration 8Q: 3 clusters Score -509568.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -509779.531250 Penalty: 2803.290527
	Iteration 9Q: 3 clusters Score -509779.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -510032.656250 Penalty: 2803.290527
	Iteration 10F: 3 clusters Score -510032.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -510254.187500 Penalty: 2803.290527
	Iteration 11Q: 3 clusters Score -510254.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -510429.031250 Penalty: 2803.290527
	Iteration 12Q: 3 clusters Score -510429 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -510567.500000 Penalty: 2803.290527
	Iteration 13Q: 3 clusters Score -510567.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -510652.593750 Penalty: 2803.290527
	Iteration 14Q: 3 clusters Score -510652.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -510707.656250 Penalty: 2803.290527
	Iteration 15Q: 3 clusters Score -510707.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -510737.437500 Penalty: 2803.290527
	Iteration 16Q: 3 clusters Score -510737.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -510752.312500 Penalty: 2803.290527
	Iteration 17Q: 3 clusters Score -510752.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -510765.906250 Penalty: 2803.290527
	Iteration 18Q: 3 clusters Score -510765.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -510777.562500 Penalty: 2803.290527
	Iteration 19Q: 3 clusters Score -510777.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -510788.937500 Penalty: 2803.290527
	Iteration 20F: 3 clusters Score -510788.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -510801.562500 Penalty: 2803.290527
	Iteration 21Q: 3 clusters Score -510801.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -510813.500000 Penalty: 2803.290527
	Iteration 22Q: 3 clusters Score -510813.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -510823.093750 Penalty: 2803.290527
	Iteration 23Q: 3 clusters Score -510823.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -510829.562500 Penalty: 2803.290527
	Iteration 24Q: 3 clusters Score -510829.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -510837.312500 Penalty: 2803.290527
	Iteration 25Q: 3 clusters Score -510837.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -510842.968750 Penalty: 2803.290527
	Iteration 26Q: 3 clusters Score -510843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -510847.281250 Penalty: 2803.290527
	Iteration 27Q: 3 clusters Score -510847.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -510852.593750 Penalty: 2803.290527
	Iteration 28Q: 3 clusters Score -510852.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -510855.000000 Penalty: 2803.290527
	Iteration 29Q: 3 clusters Score -510855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -510857.812500 Penalty: 2803.290527
	Iteration 30Q: 3 clusters Score -510857.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -510860.968750 Penalty: 2803.290527
	Iteration 31Q: 3 clusters Score -510861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -510864.156250 Penalty: 2803.290527
	Iteration 32Q: 3 clusters Score -510864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -510867.000000 Penalty: 2803.290527
	Iteration 33Q: 3 clusters Score -510867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -510871.500000 Penalty: 2803.290527
	Iteration 34Q: 3 clusters Score -510871.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -510875.343750 Penalty: 2803.290527
	Iteration 35Q: 3 clusters Score -510875.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -510879.843750 Penalty: 2803.290527
	Iteration 36Q: 3 clusters Score -510879.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -510886.000000 Penalty: 2803.290527
	Iteration 37Q: 3 clusters Score -510886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -510892.468750 Penalty: 2803.290527
	Iteration 38Q: 3 clusters Score -510892.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -510897.187500 Penalty: 2803.290527
	Iteration 39Q: 3 clusters Score -510897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -510900.937500 Penalty: 2803.290527
	Iteration 40F: 3 clusters Score -510900.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -510904.218750 Penalty: 2803.290527
	Iteration 41Q: 3 clusters Score -510904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -510906.250000 Penalty: 2803.290527
	Iteration 42Q: 3 clusters Score -510906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -510907.437500 Penalty: 2803.290527
	Iteration 43Q: 3 clusters Score -510907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -510907.031250 Penalty: 2803.290527
	Iteration 44Q: 3 clusters Score -510907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -510907.437500 Penalty: 2803.290527
	Iteration 45Q: 3 clusters Score -510907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -510907.718750 Penalty: 2803.290527
	Iteration 46Q: 3 clusters Score -510907.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -510909.000000 Penalty: 2803.290527
	Iteration 47Q: 3 clusters Score -510909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -510910.031250 Penalty: 2803.290527
	Iteration 48Q: 3 clusters Score -510910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -510911.281250 Penalty: 2803.290527
	Iteration 49Q: 3 clusters Score -510911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -510912.187500 Penalty: 2803.290527
	Iteration 50Q: 3 clusters Score -510912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -510913.781250 Penalty: 2803.290527
	Iteration 51Q: 3 clusters Score -510913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -510913.062500 Penalty: 2803.290527
	Iteration 52Q: 3 clusters Score -510913.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -510913.500000 Penalty: 2803.290527
	Iteration 53Q: 3 clusters Score -510913.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -510915.531250 Penalty: 2803.290527
	Iteration 54Q: 3 clusters Score -510915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -510916.687500 Penalty: 2803.290527
	Iteration 55Q: 3 clusters Score -510916.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -510918.781250 Penalty: 2803.290527
	Iteration 56Q: 3 clusters Score -510918.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -510920.031250 Penalty: 2803.290527
	Iteration 57Q: 3 clusters Score -510920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -510920.812500 Penalty: 2803.290527
	Iteration 58Q: 3 clusters Score -510920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -510921.531250 Penalty: 2803.290527
	Iteration 59Q: 3 clusters Score -510921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -510922.718750 Penalty: 2803.290527
	Iteration 60F: 3 clusters Score -510922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -510923.562500 Penalty: 2803.290527
	Iteration 61Q: 3 clusters Score -510923.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -510926.343750 Penalty: 2803.290527
	Iteration 62Q: 3 clusters Score -510926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -510926.687500 Penalty: 2803.290527
	Iteration 63Q: 3 clusters Score -510926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -510928.812500 Penalty: 2803.290527
	Iteration 64Q: 3 clusters Score -510928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -510929.125000 Penalty: 2803.290527
	Iteration 65Q: 3 clusters Score -510929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -510929.875000 Penalty: 2803.290527
	Iteration 66Q: 3 clusters Score -510929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -510932.093750 Penalty: 2803.290527
	Iteration 67Q: 3 clusters Score -510932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -510931.812500 Penalty: 2803.290527
	Iteration 68Q: 3 clusters Score -510931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -510932.843750 Penalty: 2803.290527
	Iteration 69Q: 3 clusters Score -510932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -510933.437500 Penalty: 2803.290527
	Iteration 70Q: 3 clusters Score -510933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -510932.812500 Penalty: 2803.290527
	Iteration 71Q: 3 clusters Score -510932.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -510932.812500 Penalty: 2803.290527
	Iteration 72F: 3 clusters Score -510932.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -214280.640625 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -214280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -211981.953125 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -211982 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -212503.703125 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -212503.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -212665.046875 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -212665 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -212783.281250 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -212783.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -212886.234375 Penalty: 2524.085449
	Iteration 4F: 3 clusters Score -212886.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -213001.375000 Penalty: 2524.085449
	Iteration 5Q: 3 clusters Score -213001.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -213117.015625 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -213117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -213227.453125 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -213227.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -213325.781250 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -213325.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -213411.953125 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -213412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -213489.703125 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -213489.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -213548.093750 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -213548.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -213590.453125 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -213590.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -213628.406250 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -213628.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -213649.171875 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -213649.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -213667.687500 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -213667.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -213683.671875 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -213683.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -213695.312500 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -213695.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -213702.312500 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -213702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -213705.421875 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -213705.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -213708.140625 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -213708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -213710.156250 Penalty: 2524.085449
	Iteration 21Q: 3 clusters Score -213710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -213710.484375 Penalty: 2524.085449
	Iteration 22Q: 3 clusters Score -213710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -213711.234375 Penalty: 2524.085449
	Iteration 23Q: 3 clusters Score -213711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -213711.500000 Penalty: 2524.085449
	Iteration 24Q: 3 clusters Score -213711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -213711.500000 Penalty: 2524.085449
	Iteration 25F: 3 clusters Score -213711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -505732.156250 Penalty: 1401.090088
	Iteration 0F: 2 clusters Score -505732.2 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 2799 members 
Entering Unmasked Estep 
Score: -501467.875000 Penalty: 2802.180176
	Iteration 0F: 3 clusters Score -501467.9 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -502841.687500 Penalty: 2802.180176
	Iteration 1F: 3 clusters Score -502841.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -503180.812500 Penalty: 2802.180176
	Iteration 2F: 3 clusters Score -503180.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -503457.875000 Penalty: 2802.180176
	Iteration 3F: 3 clusters Score -503457.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -503659.468750 Penalty: 2802.180176
	Iteration 4F: 3 clusters Score -503659.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -503801.937500 Penalty: 2802.180176
	Iteration 5Q: 3 clusters Score -503801.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -503922.625000 Penalty: 2802.180176
	Iteration 6Q: 3 clusters Score -503922.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -504025.437500 Penalty: 2802.180176
	Iteration 7Q: 3 clusters Score -504025.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -504123.281250 Penalty: 2802.180176
	Iteration 8Q: 3 clusters Score -504123.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -504222.656250 Penalty: 2802.180176
	Iteration 9Q: 3 clusters Score -504222.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -504323.625000 Penalty: 2802.180176
	Iteration 10Q: 3 clusters Score -504323.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -504424.843750 Penalty: 2802.180176
	Iteration 11Q: 3 clusters Score -504424.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -504515.250000 Penalty: 2802.180176
	Iteration 12Q: 3 clusters Score -504515.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -504594.093750 Penalty: 2802.180176
	Iteration 13Q: 3 clusters Score -504594.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -504647.875000 Penalty: 2802.180176
	Iteration 14Q: 3 clusters Score -504647.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -504682.281250 Penalty: 2802.180176
	Iteration 15Q: 3 clusters Score -504682.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -504709.312500 Penalty: 2802.180176
	Iteration 16Q: 3 clusters Score -504709.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -504737.750000 Penalty: 2802.180176
	Iteration 17Q: 3 clusters Score -504737.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -504771.718750 Penalty: 2802.180176
	Iteration 18Q: 3 clusters Score -504771.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -504801.656250 Penalty: 2802.180176
	Iteration 19Q: 3 clusters Score -504801.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -504829.593750 Penalty: 2802.180176
	Iteration 20F: 3 clusters Score -504829.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -504849.875000 Penalty: 2802.180176
	Iteration 21Q: 3 clusters Score -504849.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -504861.593750 Penalty: 2802.180176
	Iteration 22Q: 3 clusters Score -504861.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -504873.281250 Penalty: 2802.180176
	Iteration 23Q: 3 clusters Score -504873.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -504879.625000 Penalty: 2802.180176
	Iteration 24Q: 3 clusters Score -504879.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -504883.531250 Penalty: 2802.180176
	Iteration 25Q: 3 clusters Score -504883.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -504887.906250 Penalty: 2802.180176
	Iteration 26Q: 3 clusters Score -504887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -504887.468750 Penalty: 2802.180176
	Iteration 27Q: 3 clusters Score -504887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -504888.125000 Penalty: 2802.180176
	Iteration 28Q: 3 clusters Score -504888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -504888.468750 Penalty: 2802.180176
	Iteration 29Q: 3 clusters Score -504888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -504889.937500 Penalty: 2802.180176
	Iteration 30Q: 3 clusters Score -504889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -504892.781250 Penalty: 2802.180176
	Iteration 31Q: 3 clusters Score -504892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -504893.375000 Penalty: 2802.180176
	Iteration 32Q: 3 clusters Score -504893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -504893.093750 Penalty: 2802.180176
	Iteration 33Q: 3 clusters Score -504893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -504894.500000 Penalty: 2802.180176
	Iteration 34Q: 3 clusters Score -504894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -504894.500000 Penalty: 2802.180176
	Iteration 35F: 3 clusters Score -504894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -262595.000000 Penalty: 1293.155029
	Iteration 0F: 2 clusters Score -262595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -259952.500000 Penalty: 2586.310059
	Iteration 0F: 3 clusters Score -259952.5 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -260680.578125 Penalty: 2586.310059
	Iteration 1F: 3 clusters Score -260680.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -260859.078125 Penalty: 2586.310059
	Iteration 2F: 3 clusters Score -260859.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -260988.734375 Penalty: 2586.310059
	Iteration 3F: 3 clusters Score -260988.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -261118.109375 Penalty: 2586.310059
	Iteration 4F: 3 clusters Score -261118.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -261206.578125 Penalty: 2586.310059
	Iteration 5Q: 3 clusters Score -261206.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -261278.796875 Penalty: 2586.310059
	Iteration 6Q: 3 clusters Score -261278.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -261348.984375 Penalty: 2586.310059
	Iteration 7Q: 3 clusters Score -261349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -261412.250000 Penalty: 2586.310059
	Iteration 8Q: 3 clusters Score -261412.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -261476.640625 Penalty: 2586.310059
	Iteration 9Q: 3 clusters Score -261476.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -261541.078125 Penalty: 2586.310059
	Iteration 10Q: 3 clusters Score -261541.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -261603.703125 Penalty: 2586.310059
	Iteration 11Q: 3 clusters Score -261603.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -261654.203125 Penalty: 2586.310059
	Iteration 12Q: 3 clusters Score -261654.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -261704.734375 Penalty: 2586.310059
	Iteration 13Q: 3 clusters Score -261704.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -261754.812500 Penalty: 2586.310059
	Iteration 14Q: 3 clusters Score -261754.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -261785.859375 Penalty: 2586.310059
	Iteration 15Q: 3 clusters Score -261785.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -261810.609375 Penalty: 2586.310059
	Iteration 16Q: 3 clusters Score -261810.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -261830.046875 Penalty: 2586.310059
	Iteration 17Q: 3 clusters Score -261830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -261841.718750 Penalty: 2586.310059
	Iteration 18Q: 3 clusters Score -261841.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -261849.171875 Penalty: 2586.310059
	Iteration 19Q: 3 clusters Score -261849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -261853.218750 Penalty: 2586.310059
	Iteration 20F: 3 clusters Score -261853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -261856.968750 Penalty: 2586.310059
	Iteration 21Q: 3 clusters Score -261857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -261858.734375 Penalty: 2586.310059
	Iteration 22Q: 3 clusters Score -261858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -261860.062500 Penalty: 2586.310059
	Iteration 23Q: 3 clusters Score -261860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -261861.156250 Penalty: 2586.310059
	Iteration 24Q: 3 clusters Score -261861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -261861.156250 Penalty: 2586.310059
	Iteration 25F: 3 clusters Score -261861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -95400.851562 Penalty: 1155.488159
	Iteration 0F: 2 clusters Score -95400.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -93829.781250 Penalty: 2310.976318
	Iteration 0F: 3 clusters Score -93829.78 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94244.468750 Penalty: 2310.976318
	Iteration 1F: 3 clusters Score -94244.47 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -94461.703125 Penalty: 2310.976318
	Iteration 2F: 3 clusters Score -94461.7 nChanged 86
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: -94637.171875 Penalty: 2310.976318
	Iteration 3F: 3 clusters Score -94637.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94744.234375 Penalty: 2310.976318
	Iteration 4F: 3 clusters Score -94744.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94860.429688 Penalty: 2310.976318
	Iteration 5F: 3 clusters Score -94860.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -94947.507812 Penalty: 2310.976318
	Iteration 6Q: 3 clusters Score -94947.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -94984.156250 Penalty: 2310.976318
	Iteration 7Q: 3 clusters Score -94984.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -95027.968750 Penalty: 2310.976318
	Iteration 8Q: 3 clusters Score -95027.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95081.593750 Penalty: 2310.976318
	Iteration 9Q: 3 clusters Score -95081.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95115.984375 Penalty: 2310.976318
	Iteration 10Q: 3 clusters Score -95115.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -95139.429688 Penalty: 2310.976318
	Iteration 11Q: 3 clusters Score -95139.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95151.039062 Penalty: 2310.976318
	Iteration 12Q: 3 clusters Score -95151.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95158.257812 Penalty: 2310.976318
	Iteration 13Q: 3 clusters Score -95158.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95167.054688 Penalty: 2310.976318
	Iteration 14Q: 3 clusters Score -95167.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -95175.867188 Penalty: 2310.976318
	Iteration 15Q: 3 clusters Score -95175.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -95178.687500 Penalty: 2310.976318
	Iteration 16Q: 3 clusters Score -95178.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95184.039062 Penalty: 2310.976318
	Iteration 17Q: 3 clusters Score -95184.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95185.390625 Penalty: 2310.976318
	Iteration 18Q: 3 clusters Score -95185.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -95187.164062 Penalty: 2310.976318
	Iteration 19Q: 3 clusters Score -95187.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -95208.421875 Penalty: 2310.976318
	Iteration 20F: 3 clusters Score -95208.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95217.343750 Penalty: 2310.976318
	Iteration 21Q: 3 clusters Score -95217.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95221.046875 Penalty: 2310.976318
	Iteration 22Q: 3 clusters Score -95221.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95224.226562 Penalty: 2310.976318
	Iteration 23Q: 3 clusters Score -95224.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95225.375000 Penalty: 2310.976318
	Iteration 24Q: 3 clusters Score -95225.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95225.375000 Penalty: 2310.976318
	Iteration 25F: 3 clusters Score -95225.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -423642.156250 Penalty: 1374.851196
	Iteration 0F: 2 clusters Score -423642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -419803.062500 Penalty: 2749.702393
	Iteration 0F: 3 clusters Score -419803.1 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -420906.031250 Penalty: 2749.702393
	Iteration 1F: 3 clusters Score -420906 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -421200.250000 Penalty: 2749.702393
	Iteration 2F: 3 clusters Score -421200.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -421411.468750 Penalty: 2749.702393
	Iteration 3F: 3 clusters Score -421411.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -421569.906250 Penalty: 2749.702393
	Iteration 4F: 3 clusters Score -421569.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -421751.187500 Penalty: 2749.702393
	Iteration 5Q: 3 clusters Score -421751.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -421918.718750 Penalty: 2749.702393
	Iteration 6F: 3 clusters Score -421918.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -422067.625000 Penalty: 2749.702393
	Iteration 7Q: 3 clusters Score -422067.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -422224.468750 Penalty: 2749.702393
	Iteration 8Q: 3 clusters Score -422224.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -422385.156250 Penalty: 2749.702393
	Iteration 9Q: 3 clusters Score -422385.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -422519.031250 Penalty: 2749.702393
	Iteration 10Q: 3 clusters Score -422519 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -422659.250000 Penalty: 2749.702393
	Iteration 11Q: 3 clusters Score -422659.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -422799.906250 Penalty: 2749.702393
	Iteration 12Q: 3 clusters Score -422799.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -422931.406250 Penalty: 2749.702393
	Iteration 13Q: 3 clusters Score -422931.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -423062.656250 Penalty: 2749.702393
	Iteration 14Q: 3 clusters Score -423062.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -423178.562500 Penalty: 2749.702393
	Iteration 15Q: 3 clusters Score -423178.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -423260.343750 Penalty: 2749.702393
	Iteration 16Q: 3 clusters Score -423260.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -423311.281250 Penalty: 2749.702393
	Iteration 17Q: 3 clusters Score -423311.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -423335.750000 Penalty: 2749.702393
	Iteration 18Q: 3 clusters Score -423335.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -423350.968750 Penalty: 2749.702393
	Iteration 19Q: 3 clusters Score -423351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -423356.781250 Penalty: 2749.702393
	Iteration 20F: 3 clusters Score -423356.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -423362.906250 Penalty: 2749.702393
	Iteration 21Q: 3 clusters Score -423362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -423369.468750 Penalty: 2749.702393
	Iteration 22Q: 3 clusters Score -423369.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -423375.562500 Penalty: 2749.702393
	Iteration 23Q: 3 clusters Score -423375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -423377.593750 Penalty: 2749.702393
	Iteration 24Q: 3 clusters Score -423377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -423378.687500 Penalty: 2749.702393
	Iteration 25Q: 3 clusters Score -423378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -423378.937500 Penalty: 2749.702393
	Iteration 26Q: 3 clusters Score -423378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -423379.406250 Penalty: 2749.702393
	Iteration 27Q: 3 clusters Score -423379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -423378.875000 Penalty: 2749.702393
	Iteration 28Q: 3 clusters Score -423378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -423379.187500 Penalty: 2749.702393
	Iteration 29Q: 3 clusters Score -423379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -423379.187500 Penalty: 2749.702393
	Iteration 30F: 3 clusters Score -423379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Entering Unmasked Estep 
Score: -1966087.625000 Penalty: 1613.503540
	Iteration 0F: 2 clusters Score -1966088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1951991.375000 Penalty: 3227.007080
	Iteration 0F: 3 clusters Score -1951991 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1957054.000000 Penalty: 3227.007080
	Iteration 1F: 3 clusters Score -1957054 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1957449.500000 Penalty: 3227.007080
	Iteration 2F: 3 clusters Score -1957450 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1957874.000000 Penalty: 3227.007080
	Iteration 3Q: 3 clusters Score -1957874 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1958493.500000 Penalty: 3227.007080
	Iteration 4F: 3 clusters Score -1958494 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1959498.250000 Penalty: 3227.007080
	Iteration 5F: 3 clusters Score -1959498 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1960894.375000 Penalty: 3227.007080
	Iteration 6F: 3 clusters Score -1960894 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1962442.625000 Penalty: 3227.007080
	Iteration 7F: 3 clusters Score -1962443 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1963604.000000 Penalty: 3227.007080
	Iteration 8F: 3 clusters Score -1963604 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1964216.625000 Penalty: 3227.007080
	Iteration 9Q: 3 clusters Score -1964217 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1964489.125000 Penalty: 3227.007080
	Iteration 10Q: 3 clusters Score -1964489 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1964600.500000 Penalty: 3227.007080
	Iteration 11Q: 3 clusters Score -1964600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1964649.250000 Penalty: 3227.007080
	Iteration 12Q: 3 clusters Score -1964649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1964666.875000 Penalty: 3227.007080
	Iteration 13Q: 3 clusters Score -1964667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1964689.375000 Penalty: 3227.007080
	Iteration 14Q: 3 clusters Score -1964689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1964705.250000 Penalty: 3227.007080
	Iteration 15Q: 3 clusters Score -1964705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1964711.375000 Penalty: 3227.007080
	Iteration 16Q: 3 clusters Score -1964711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1964719.375000 Penalty: 3227.007080
	Iteration 17Q: 3 clusters Score -1964719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1964724.250000 Penalty: 3227.007080
	Iteration 18Q: 3 clusters Score -1964724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1964736.750000 Penalty: 3227.007080
	Iteration 19Q: 3 clusters Score -1964737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1964746.625000 Penalty: 3227.007080
	Iteration 20F: 3 clusters Score -1964747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1964750.250000 Penalty: 3227.007080
	Iteration 21Q: 3 clusters Score -1964750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1964753.000000 Penalty: 3227.007080
	Iteration 22Q: 3 clusters Score -1964753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1964753.000000 Penalty: 3227.007080
	Iteration 23Q: 3 clusters Score -1964753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1964753.000000 Penalty: 3227.007080
	Iteration 24F: 3 clusters Score -1964753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Entering Unmasked Estep 
Score: -2347101.250000 Penalty: 1650.784302
	Iteration 0F: 2 clusters Score -2347101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2329544.750000 Penalty: 3301.568604
	Iteration 0F: 3 clusters Score -2329545 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2336118.000000 Penalty: 3301.568604
	Iteration 1F: 3 clusters Score -2336118 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2336493.750000 Penalty: 3301.568604
	Iteration 2Q: 3 clusters Score -2336494 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2336830.250000 Penalty: 3301.568604
	Iteration 3Q: 3 clusters Score -2336830 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2337186.250000 Penalty: 3301.568604
	Iteration 4Q: 3 clusters Score -2337186 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2337556.500000 Penalty: 3301.568604
	Iteration 5Q: 3 clusters Score -2337556 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2337983.250000 Penalty: 3301.568604
	Iteration 6Q: 3 clusters Score -2337983 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2338532.500000 Penalty: 3301.568604
	Iteration 7Q: 3 clusters Score -2338532 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2339247.750000 Penalty: 3301.568604
	Iteration 8Q: 3 clusters Score -2339248 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2340204.750000 Penalty: 3301.568604
	Iteration 9F: 3 clusters Score -2340205 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2341505.750000 Penalty: 3301.568604
	Iteration 10F: 3 clusters Score -2341506 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2343035.500000 Penalty: 3301.568604
	Iteration 11F: 3 clusters Score -2343036 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2344415.750000 Penalty: 3301.568604
	Iteration 12F: 3 clusters Score -2344416 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2345336.250000 Penalty: 3301.568604
	Iteration 13Q: 3 clusters Score -2345336 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2345846.750000 Penalty: 3301.568604
	Iteration 14Q: 3 clusters Score -2345847 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2346143.750000 Penalty: 3301.568604
	Iteration 15Q: 3 clusters Score -2346144 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2346317.250000 Penalty: 3301.568604
	Iteration 16Q: 3 clusters Score -2346317 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2346423.250000 Penalty: 3301.568604
	Iteration 17Q: 3 clusters Score -2346423 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2346488.250000 Penalty: 3301.568604
	Iteration 18Q: 3 clusters Score -2346488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2346526.250000 Penalty: 3301.568604
	Iteration 19Q: 3 clusters Score -2346526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2346549.750000 Penalty: 3301.568604
	Iteration 20F: 3 clusters Score -2346550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2346569.500000 Penalty: 3301.568604
	Iteration 21Q: 3 clusters Score -2346570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2346589.750000 Penalty: 3301.568604
	Iteration 22Q: 3 clusters Score -2346590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2346598.000000 Penalty: 3301.568604
	Iteration 23Q: 3 clusters Score -2346598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2346602.250000 Penalty: 3301.568604
	Iteration 24Q: 3 clusters Score -2346602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2346607.250000 Penalty: 3301.568604
	Iteration 25Q: 3 clusters Score -2346607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2346606.000000 Penalty: 3301.568604
	Iteration 26Q: 3 clusters Score -2346606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2346613.250000 Penalty: 3301.568604
	Iteration 27Q: 3 clusters Score -2346613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2346615.750000 Penalty: 3301.568604
	Iteration 28Q: 3 clusters Score -2346616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2346617.500000 Penalty: 3301.568604
	Iteration 29Q: 3 clusters Score -2346618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2346621.750000 Penalty: 3301.568604
	Iteration 30Q: 3 clusters Score -2346622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2346619.250000 Penalty: 3301.568604
	Iteration 31Q: 3 clusters Score -2346619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2346618.750000 Penalty: 3301.568604
	Iteration 32Q: 3 clusters Score -2346619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2346620.500000 Penalty: 3301.568604
	Iteration 33Q: 3 clusters Score -2346620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2346623.500000 Penalty: 3301.568604
	Iteration 34Q: 3 clusters Score -2346624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2346625.750000 Penalty: 3301.568604
	Iteration 35Q: 3 clusters Score -2346626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2346628.000000 Penalty: 3301.568604
	Iteration 36Q: 3 clusters Score -2346628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2346628.250000 Penalty: 3301.568604
	Iteration 37Q: 3 clusters Score -2346628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2346629.750000 Penalty: 3301.568604
	Iteration 38Q: 3 clusters Score -2346630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2346629.750000 Penalty: 3301.568604
	Iteration 39F: 3 clusters Score -2346630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -434909.218750 Penalty: 1376.050537
	Iteration 0F: 2 clusters Score -434909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -431093.937500 Penalty: 2752.101074
	Iteration 0F: 3 clusters Score -431093.9 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -432188.406250 Penalty: 2752.101074
	Iteration 1F: 3 clusters Score -432188.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -432337.531250 Penalty: 2752.101074
	Iteration 2F: 3 clusters Score -432337.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -432461.593750 Penalty: 2752.101074
	Iteration 3F: 3 clusters Score -432461.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -432551.187500 Penalty: 2752.101074
	Iteration 4Q: 3 clusters Score -432551.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -432637.750000 Penalty: 2752.101074
	Iteration 5Q: 3 clusters Score -432637.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -432716.343750 Penalty: 2752.101074
	Iteration 6Q: 3 clusters Score -432716.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -432790.843750 Penalty: 2752.101074
	Iteration 7Q: 3 clusters Score -432790.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -432864.375000 Penalty: 2752.101074
	Iteration 8Q: 3 clusters Score -432864.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -432935.906250 Penalty: 2752.101074
	Iteration 9Q: 3 clusters Score -432935.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -433003.812500 Penalty: 2752.101074
	Iteration 10Q: 3 clusters Score -433003.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -433067.531250 Penalty: 2752.101074
	Iteration 11Q: 3 clusters Score -433067.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -433122.156250 Penalty: 2752.101074
	Iteration 12Q: 3 clusters Score -433122.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -433176.968750 Penalty: 2752.101074
	Iteration 13Q: 3 clusters Score -433177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -433237.218750 Penalty: 2752.101074
	Iteration 14Q: 3 clusters Score -433237.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -433296.750000 Penalty: 2752.101074
	Iteration 15Q: 3 clusters Score -433296.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -433355.968750 Penalty: 2752.101074
	Iteration 16Q: 3 clusters Score -433356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -433421.375000 Penalty: 2752.101074
	Iteration 17Q: 3 clusters Score -433421.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -433499.812500 Penalty: 2752.101074
	Iteration 18Q: 3 clusters Score -433499.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -433577.625000 Penalty: 2752.101074
	Iteration 19Q: 3 clusters Score -433577.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -433663.000000 Penalty: 2752.101074
	Iteration 20F: 3 clusters Score -433663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -433742.687500 Penalty: 2752.101074
	Iteration 21Q: 3 clusters Score -433742.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -433791.875000 Penalty: 2752.101074
	Iteration 22Q: 3 clusters Score -433791.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -433819.468750 Penalty: 2752.101074
	Iteration 23Q: 3 clusters Score -433819.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -433839.187500 Penalty: 2752.101074
	Iteration 24Q: 3 clusters Score -433839.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -433854.531250 Penalty: 2752.101074
	Iteration 25Q: 3 clusters Score -433854.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -433863.312500 Penalty: 2752.101074
	Iteration 26Q: 3 clusters Score -433863.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -433869.468750 Penalty: 2752.101074
	Iteration 27Q: 3 clusters Score -433869.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -433877.031250 Penalty: 2752.101074
	Iteration 28Q: 3 clusters Score -433877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -433882.937500 Penalty: 2752.101074
	Iteration 29Q: 3 clusters Score -433882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -433888.406250 Penalty: 2752.101074
	Iteration 30Q: 3 clusters Score -433888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -433892.062500 Penalty: 2752.101074
	Iteration 31Q: 3 clusters Score -433892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -433894.968750 Penalty: 2752.101074
	Iteration 32Q: 3 clusters Score -433895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -433897.312500 Penalty: 2752.101074
	Iteration 33Q: 3 clusters Score -433897.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -433899.718750 Penalty: 2752.101074
	Iteration 34Q: 3 clusters Score -433899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -433902.125000 Penalty: 2752.101074
	Iteration 35Q: 3 clusters Score -433902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -433904.781250 Penalty: 2752.101074
	Iteration 36Q: 3 clusters Score -433904.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -433908.187500 Penalty: 2752.101074
	Iteration 37Q: 3 clusters Score -433908.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -433911.218750 Penalty: 2752.101074
	Iteration 38Q: 3 clusters Score -433911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -433914.593750 Penalty: 2752.101074
	Iteration 39Q: 3 clusters Score -433914.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -433918.218750 Penalty: 2752.101074
	Iteration 40F: 3 clusters Score -433918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -433920.593750 Penalty: 2752.101074
	Iteration 41Q: 3 clusters Score -433920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -433920.406250 Penalty: 2752.101074
	Iteration 42Q: 3 clusters Score -433920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -433922.312500 Penalty: 2752.101074
	Iteration 43Q: 3 clusters Score -433922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -433922.031250 Penalty: 2752.101074
	Iteration 44Q: 3 clusters Score -433922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -433922.406250 Penalty: 2752.101074
	Iteration 45Q: 3 clusters Score -433922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -433923.656250 Penalty: 2752.101074
	Iteration 46Q: 3 clusters Score -433923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -433924.218750 Penalty: 2752.101074
	Iteration 47Q: 3 clusters Score -433924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -433924.218750 Penalty: 2752.101074
	Iteration 48F: 3 clusters Score -433924.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -133355.625000 Penalty: 1207.104126
	Iteration 0F: 2 clusters Score -133355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131446.093750 Penalty: 2414.208252
	Iteration 0F: 3 clusters Score -131446.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131920.453125 Penalty: 2414.208252
	Iteration 1F: 3 clusters Score -131920.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -132107.421875 Penalty: 2414.208252
	Iteration 2F: 3 clusters Score -132107.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -132253.296875 Penalty: 2414.208252
	Iteration 3F: 3 clusters Score -132253.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -132416.031250 Penalty: 2414.208252
	Iteration 4F: 3 clusters Score -132416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132560.421875 Penalty: 2414.208252
	Iteration 5F: 3 clusters Score -132560.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -132697.078125 Penalty: 2414.208252
	Iteration 6Q: 3 clusters Score -132697.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -132806.765625 Penalty: 2414.208252
	Iteration 7Q: 3 clusters Score -132806.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132904.609375 Penalty: 2414.208252
	Iteration 8Q: 3 clusters Score -132904.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132991.078125 Penalty: 2414.208252
	Iteration 9Q: 3 clusters Score -132991.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -133031.593750 Penalty: 2414.208252
	Iteration 10Q: 3 clusters Score -133031.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133059.406250 Penalty: 2414.208252
	Iteration 11Q: 3 clusters Score -133059.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -133078.593750 Penalty: 2414.208252
	Iteration 12Q: 3 clusters Score -133078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -133087.984375 Penalty: 2414.208252
	Iteration 13Q: 3 clusters Score -133088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133096.500000 Penalty: 2414.208252
	Iteration 14Q: 3 clusters Score -133096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -133099.078125 Penalty: 2414.208252
	Iteration 15Q: 3 clusters Score -133099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -133101.562500 Penalty: 2414.208252
	Iteration 16Q: 3 clusters Score -133101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -133104.984375 Penalty: 2414.208252
	Iteration 17Q: 3 clusters Score -133105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -133108.296875 Penalty: 2414.208252
	Iteration 18Q: 3 clusters Score -133108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -133110.015625 Penalty: 2414.208252
	Iteration 19Q: 3 clusters Score -133110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -133112.000000 Penalty: 2414.208252
	Iteration 20F: 3 clusters Score -133112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133115.906250 Penalty: 2414.208252
	Iteration 21Q: 3 clusters Score -133115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133116.218750 Penalty: 2414.208252
	Iteration 22Q: 3 clusters Score -133116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133116.218750 Penalty: 2414.208252
	Iteration 23F: 3 clusters Score -133116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135156.156250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133368.234375 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133368.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133698.890625 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133698.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133792.875000 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133792.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -133846.500000 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133846.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133880.828125 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133880.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133905.921875 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133905.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -133924.453125 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133924.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133938.750000 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -133938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -133947.890625 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -133947.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133955.671875 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -133955.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -133961.781250 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -133961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133967.562500 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -133967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133971.109375 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -133971.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -133976.218750 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -133976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -133979.875000 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -133979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133982.578125 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -133982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133984.234375 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -133984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133984.500000 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -133984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133984.500000 Penalty: 2374.404541
	Iteration 18F: 3 clusters Score -133984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -222945.500000 Penalty: 1267.126587
	Iteration 0F: 2 clusters Score -222945.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -220547.437500 Penalty: 2534.253174
	Iteration 0F: 3 clusters Score -220547.4 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -221154.203125 Penalty: 2534.253174
	Iteration 1F: 3 clusters Score -221154.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -221326.140625 Penalty: 2534.253174
	Iteration 2F: 3 clusters Score -221326.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -221441.468750 Penalty: 2534.253174
	Iteration 3F: 3 clusters Score -221441.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -221514.703125 Penalty: 2534.253174
	Iteration 4Q: 3 clusters Score -221514.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -221577.375000 Penalty: 2534.253174
	Iteration 5Q: 3 clusters Score -221577.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -221616.937500 Penalty: 2534.253174
	Iteration 6Q: 3 clusters Score -221616.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -221633.031250 Penalty: 2534.253174
	Iteration 7Q: 3 clusters Score -221633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -221649.671875 Penalty: 2534.253174
	Iteration 8Q: 3 clusters Score -221649.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -221666.187500 Penalty: 2534.253174
	Iteration 9Q: 3 clusters Score -221666.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -221681.406250 Penalty: 2534.253174
	Iteration 10Q: 3 clusters Score -221681.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -221696.812500 Penalty: 2534.253174
	Iteration 11Q: 3 clusters Score -221696.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -221713.187500 Penalty: 2534.253174
	Iteration 12Q: 3 clusters Score -221713.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -221726.421875 Penalty: 2534.253174
	Iteration 13Q: 3 clusters Score -221726.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -221740.296875 Penalty: 2534.253174
	Iteration 14Q: 3 clusters Score -221740.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -221753.078125 Penalty: 2534.253174
	Iteration 15Q: 3 clusters Score -221753.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -221759.968750 Penalty: 2534.253174
	Iteration 16Q: 3 clusters Score -221760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -221767.109375 Penalty: 2534.253174
	Iteration 17Q: 3 clusters Score -221767.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -221775.640625 Penalty: 2534.253174
	Iteration 18Q: 3 clusters Score -221775.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -221785.156250 Penalty: 2534.253174
	Iteration 19Q: 3 clusters Score -221785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -221797.078125 Penalty: 2534.253174
	Iteration 20F: 3 clusters Score -221797.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -221808.359375 Penalty: 2534.253174
	Iteration 21Q: 3 clusters Score -221808.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -221819.359375 Penalty: 2534.253174
	Iteration 22Q: 3 clusters Score -221819.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -221829.500000 Penalty: 2534.253174
	Iteration 23Q: 3 clusters Score -221829.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -221842.656250 Penalty: 2534.253174
	Iteration 24Q: 3 clusters Score -221842.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -221857.625000 Penalty: 2534.253174
	Iteration 25Q: 3 clusters Score -221857.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -221867.968750 Penalty: 2534.253174
	Iteration 26Q: 3 clusters Score -221868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -221879.468750 Penalty: 2534.253174
	Iteration 27Q: 3 clusters Score -221879.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -221896.359375 Penalty: 2534.253174
	Iteration 28Q: 3 clusters Score -221896.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -221914.421875 Penalty: 2534.253174
	Iteration 29Q: 3 clusters Score -221914.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -221925.203125 Penalty: 2534.253174
	Iteration 30Q: 3 clusters Score -221925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -221932.875000 Penalty: 2534.253174
	Iteration 31Q: 3 clusters Score -221932.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -221938.984375 Penalty: 2534.253174
	Iteration 32Q: 3 clusters Score -221939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -221948.078125 Penalty: 2534.253174
	Iteration 33Q: 3 clusters Score -221948.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -221954.890625 Penalty: 2534.253174
	Iteration 34Q: 3 clusters Score -221954.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -221959.890625 Penalty: 2534.253174
	Iteration 35Q: 3 clusters Score -221959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -221965.953125 Penalty: 2534.253174
	Iteration 36Q: 3 clusters Score -221966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -221970.468750 Penalty: 2534.253174
	Iteration 37Q: 3 clusters Score -221970.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -221975.828125 Penalty: 2534.253174
	Iteration 38Q: 3 clusters Score -221975.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -221980.437500 Penalty: 2534.253174
	Iteration 39Q: 3 clusters Score -221980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -221982.656250 Penalty: 2534.253174
	Iteration 40F: 3 clusters Score -221982.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -221986.015625 Penalty: 2534.253174
	Iteration 41Q: 3 clusters Score -221986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -221987.140625 Penalty: 2534.253174
	Iteration 42Q: 3 clusters Score -221987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -221989.062500 Penalty: 2534.253174
	Iteration 43Q: 3 clusters Score -221989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -221990.453125 Penalty: 2534.253174
	Iteration 44Q: 3 clusters Score -221990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -221991.375000 Penalty: 2534.253174
	Iteration 45Q: 3 clusters Score -221991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -221990.921875 Penalty: 2534.253174
	Iteration 46Q: 3 clusters Score -221990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -221991.328125 Penalty: 2534.253174
	Iteration 47Q: 3 clusters Score -221991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -221991.328125 Penalty: 2534.253174
	Iteration 48F: 3 clusters Score -221991.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -80977.460938 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -80977.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79574.226562 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -79574.23 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79847.859375 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -79847.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79929.765625 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -79929.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79970.476562 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -79970.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80006.242188 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -80006.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80038.679688 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -80038.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80053.367188 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -80053.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80062.695312 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -80062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80072.195312 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -80072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80085.015625 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -80085.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80094.531250 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -80094.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80098.789062 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -80098.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80108.890625 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -80108.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80121.648438 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -80121.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80134.570312 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -80134.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80151.148438 Penalty: 2236.792236
	Iteration 15Q: 3 clusters Score -80151.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80170.343750 Penalty: 2236.792236
	Iteration 16Q: 3 clusters Score -80170.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80183.585938 Penalty: 2236.792236
	Iteration 17Q: 3 clusters Score -80183.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80205.148438 Penalty: 2236.792236
	Iteration 18Q: 3 clusters Score -80205.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80223.500000 Penalty: 2236.792236
	Iteration 19Q: 3 clusters Score -80223.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80235.304688 Penalty: 2236.792236
	Iteration 20F: 3 clusters Score -80235.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80247.101562 Penalty: 2236.792236
	Iteration 21Q: 3 clusters Score -80247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80254.054688 Penalty: 2236.792236
	Iteration 22Q: 3 clusters Score -80254.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80259.804688 Penalty: 2236.792236
	Iteration 23Q: 3 clusters Score -80259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80261.429688 Penalty: 2236.792236
	Iteration 24Q: 3 clusters Score -80261.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80262.585938 Penalty: 2236.792236
	Iteration 25Q: 3 clusters Score -80262.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80265.406250 Penalty: 2236.792236
	Iteration 26Q: 3 clusters Score -80265.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80267.031250 Penalty: 2236.792236
	Iteration 27Q: 3 clusters Score -80267.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80267.875000 Penalty: 2236.792236
	Iteration 28Q: 3 clusters Score -80267.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80268.554688 Penalty: 2236.792236
	Iteration 29Q: 3 clusters Score -80268.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80268.554688 Penalty: 2236.792236
	Iteration 30F: 3 clusters Score -80268.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -349300.718750 Penalty: 1338.504395
	Iteration 0F: 2 clusters Score -349300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -346035.937500 Penalty: 2677.008789
	Iteration 0F: 3 clusters Score -346035.9 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -346867.906250 Penalty: 2677.008789
	Iteration 1F: 3 clusters Score -346867.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -347003.812500 Penalty: 2677.008789
	Iteration 2F: 3 clusters Score -347003.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -347091.843750 Penalty: 2677.008789
	Iteration 3Q: 3 clusters Score -347091.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -347167.218750 Penalty: 2677.008789
	Iteration 4Q: 3 clusters Score -347167.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -347237.218750 Penalty: 2677.008789
	Iteration 5Q: 3 clusters Score -347237.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -347303.750000 Penalty: 2677.008789
	Iteration 6Q: 3 clusters Score -347303.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -347378.625000 Penalty: 2677.008789
	Iteration 7Q: 3 clusters Score -347378.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -347460.500000 Penalty: 2677.008789
	Iteration 8Q: 3 clusters Score -347460.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347535.000000 Penalty: 2677.008789
	Iteration 9Q: 3 clusters Score -347535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -347600.250000 Penalty: 2677.008789
	Iteration 10Q: 3 clusters Score -347600.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -347654.718750 Penalty: 2677.008789
	Iteration 11Q: 3 clusters Score -347654.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -347712.968750 Penalty: 2677.008789
	Iteration 12Q: 3 clusters Score -347713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -347784.406250 Penalty: 2677.008789
	Iteration 13Q: 3 clusters Score -347784.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -347864.781250 Penalty: 2677.008789
	Iteration 14Q: 3 clusters Score -347864.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -347966.687500 Penalty: 2677.008789
	Iteration 15Q: 3 clusters Score -347966.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -348093.375000 Penalty: 2677.008789
	Iteration 16Q: 3 clusters Score -348093.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -348255.312500 Penalty: 2677.008789
	Iteration 17Q: 3 clusters Score -348255.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -348481.750000 Penalty: 2677.008789
	Iteration 18Q: 3 clusters Score -348481.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -348678.875000 Penalty: 2677.008789
	Iteration 19Q: 3 clusters Score -348678.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -348813.500000 Penalty: 2677.008789
	Iteration 20F: 3 clusters Score -348813.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -348878.468750 Penalty: 2677.008789
	Iteration 21Q: 3 clusters Score -348878.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -348943.562500 Penalty: 2677.008789
	Iteration 22Q: 3 clusters Score -348943.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -348990.875000 Penalty: 2677.008789
	Iteration 23Q: 3 clusters Score -348990.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -349020.812500 Penalty: 2677.008789
	Iteration 24Q: 3 clusters Score -349020.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -349043.593750 Penalty: 2677.008789
	Iteration 25Q: 3 clusters Score -349043.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -349062.250000 Penalty: 2677.008789
	Iteration 26Q: 3 clusters Score -349062.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -349067.468750 Penalty: 2677.008789
	Iteration 27Q: 3 clusters Score -349067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -349069.312500 Penalty: 2677.008789
	Iteration 28Q: 3 clusters Score -349069.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -349071.250000 Penalty: 2677.008789
	Iteration 29Q: 3 clusters Score -349071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -349071.781250 Penalty: 2677.008789
	Iteration 30Q: 3 clusters Score -349071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -349071.781250 Penalty: 2677.008789
	Iteration 31F: 3 clusters Score -349071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -339113.093750 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -339113.1 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 1864 members 
Entering Unmasked Estep 
Score: -335981.187500 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -335981.2 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -336759.437500 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -336759.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -336930.843750 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -336930.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -337030.218750 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -337030.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -337112.375000 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -337112.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -337185.781250 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -337185.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -337242.500000 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -337242.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -337286.062500 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -337286.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -337316.375000 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -337316.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -337344.093750 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -337344.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -337370.718750 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -337370.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -337390.750000 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -337390.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -337409.093750 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -337409.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -337429.312500 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -337429.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -337457.750000 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -337457.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -337485.312500 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -337485.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -337507.531250 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -337507.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -337527.468750 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -337527.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -337557.062500 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -337557.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -337588.312500 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -337588.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -337616.031250 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -337616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -337657.687500 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -337657.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -337687.156250 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -337687.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -337722.125000 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -337722.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -337759.687500 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -337759.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -337807.531250 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -337807.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -337850.062500 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -337850.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -337894.843750 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -337894.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -337940.343750 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -337940.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -337966.906250 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -337966.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -337995.468750 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -337995.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -338022.562500 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -338022.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -338051.812500 Penalty: 2668.996582
	Iteration 32Q: 3 clusters Score -338051.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -338078.812500 Penalty: 2668.996582
	Iteration 33Q: 3 clusters Score -338078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -338094.218750 Penalty: 2668.996582
	Iteration 34Q: 3 clusters Score -338094.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -338105.281250 Penalty: 2668.996582
	Iteration 35Q: 3 clusters Score -338105.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -338121.875000 Penalty: 2668.996582
	Iteration 36Q: 3 clusters Score -338121.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -338135.875000 Penalty: 2668.996582
	Iteration 37Q: 3 clusters Score -338135.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -338144.437500 Penalty: 2668.996582
	Iteration 38Q: 3 clusters Score -338144.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -338154.718750 Penalty: 2668.996582
	Iteration 39Q: 3 clusters Score -338154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -338162.875000 Penalty: 2668.996582
	Iteration 40F: 3 clusters Score -338162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -338168.750000 Penalty: 2668.996582
	Iteration 41Q: 3 clusters Score -338168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -338173.968750 Penalty: 2668.996582
	Iteration 42Q: 3 clusters Score -338174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -338176.906250 Penalty: 2668.996582
	Iteration 43Q: 3 clusters Score -338176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -338179.218750 Penalty: 2668.996582
	Iteration 44Q: 3 clusters Score -338179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -338181.156250 Penalty: 2668.996582
	Iteration 45Q: 3 clusters Score -338181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -338182.718750 Penalty: 2668.996582
	Iteration 46Q: 3 clusters Score -338182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -338183.843750 Penalty: 2668.996582
	Iteration 47Q: 3 clusters Score -338183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -338186.812500 Penalty: 2668.996582
	Iteration 48Q: 3 clusters Score -338186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -338187.937500 Penalty: 2668.996582
	Iteration 49Q: 3 clusters Score -338187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -338188.312500 Penalty: 2668.996582
	Iteration 50Q: 3 clusters Score -338188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -338188.312500 Penalty: 2668.996582
	Iteration 51F: 3 clusters Score -338188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -143249.093750 Penalty: 1193.306763
	Iteration 0F: 2 clusters Score -143249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141425.484375 Penalty: 2386.613525
	Iteration 0F: 3 clusters Score -141425.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -141762.453125 Penalty: 2386.613525
	Iteration 1F: 3 clusters Score -141762.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -141843.625000 Penalty: 2386.613525
	Iteration 2F: 3 clusters Score -141843.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141883.343750 Penalty: 2386.613525
	Iteration 3Q: 3 clusters Score -141883.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -141908.171875 Penalty: 2386.613525
	Iteration 4Q: 3 clusters Score -141908.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -141923.625000 Penalty: 2386.613525
	Iteration 5Q: 3 clusters Score -141923.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -141938.375000 Penalty: 2386.613525
	Iteration 6Q: 3 clusters Score -141938.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -141954.187500 Penalty: 2386.613525
	Iteration 7Q: 3 clusters Score -141954.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -141964.453125 Penalty: 2386.613525
	Iteration 8Q: 3 clusters Score -141964.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141976.250000 Penalty: 2386.613525
	Iteration 9Q: 3 clusters Score -141976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -141988.750000 Penalty: 2386.613525
	Iteration 10Q: 3 clusters Score -141988.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142004.218750 Penalty: 2386.613525
	Iteration 11Q: 3 clusters Score -142004.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142020.406250 Penalty: 2386.613525
	Iteration 12Q: 3 clusters Score -142020.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -142032.375000 Penalty: 2386.613525
	Iteration 13Q: 3 clusters Score -142032.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142041.109375 Penalty: 2386.613525
	Iteration 14Q: 3 clusters Score -142041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142046.156250 Penalty: 2386.613525
	Iteration 15Q: 3 clusters Score -142046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142053.390625 Penalty: 2386.613525
	Iteration 16Q: 3 clusters Score -142053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142060.640625 Penalty: 2386.613525
	Iteration 17Q: 3 clusters Score -142060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142065.078125 Penalty: 2386.613525
	Iteration 18Q: 3 clusters Score -142065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142069.984375 Penalty: 2386.613525
	Iteration 19Q: 3 clusters Score -142070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -142073.984375 Penalty: 2386.613525
	Iteration 20F: 3 clusters Score -142074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142075.046875 Penalty: 2386.613525
	Iteration 21Q: 3 clusters Score -142075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142076.234375 Penalty: 2386.613525
	Iteration 22Q: 3 clusters Score -142076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142077.843750 Penalty: 2386.613525
	Iteration 23Q: 3 clusters Score -142077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142079.078125 Penalty: 2386.613525
	Iteration 24Q: 3 clusters Score -142079.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142083.125000 Penalty: 2386.613525
	Iteration 25Q: 3 clusters Score -142083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142086.703125 Penalty: 2386.613525
	Iteration 26Q: 3 clusters Score -142086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142090.125000 Penalty: 2386.613525
	Iteration 27Q: 3 clusters Score -142090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142091.234375 Penalty: 2386.613525
	Iteration 28Q: 3 clusters Score -142091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142092.906250 Penalty: 2386.613525
	Iteration 29Q: 3 clusters Score -142092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142093.218750 Penalty: 2386.613525
	Iteration 30Q: 3 clusters Score -142093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142094.671875 Penalty: 2386.613525
	Iteration 31Q: 3 clusters Score -142094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142096.140625 Penalty: 2386.613525
	Iteration 32Q: 3 clusters Score -142096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142096.421875 Penalty: 2386.613525
	Iteration 33Q: 3 clusters Score -142096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142096.718750 Penalty: 2386.613525
	Iteration 34Q: 3 clusters Score -142096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142096.718750 Penalty: 2386.613525
	Iteration 35F: 3 clusters Score -142096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -99936.445312 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -99936.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98426.007812 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -98426.01 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -98726.109375 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -98726.11 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98855.750000 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -98855.75 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -98936.320312 Penalty: 2277.470215
	Iteration 3F: 3 clusters Score -98936.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -98990.414062 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -98990.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99022.023438 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -99022.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99038.687500 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -99038.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -99060.359375 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -99060.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99078.164062 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -99078.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99091.328125 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -99091.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99097.406250 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -99097.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99102.562500 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -99102.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -99111.421875 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -99111.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99117.304688 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -99117.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -99126.906250 Penalty: 2277.470215
	Iteration 14Q: 3 clusters Score -99126.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -99141.226562 Penalty: 2277.470215
	Iteration 15Q: 3 clusters Score -99141.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99155.609375 Penalty: 2277.470215
	Iteration 16Q: 3 clusters Score -99155.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -99168.242188 Penalty: 2277.470215
	Iteration 17Q: 3 clusters Score -99168.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99176.039062 Penalty: 2277.470215
	Iteration 18Q: 3 clusters Score -99176.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -99190.312500 Penalty: 2277.470215
	Iteration 19Q: 3 clusters Score -99190.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99207.992188 Penalty: 2277.470215
	Iteration 20F: 3 clusters Score -99207.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99217.039062 Penalty: 2277.470215
	Iteration 21Q: 3 clusters Score -99217.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99226.093750 Penalty: 2277.470215
	Iteration 22Q: 3 clusters Score -99226.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99230.507812 Penalty: 2277.470215
	Iteration 23Q: 3 clusters Score -99230.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99235.140625 Penalty: 2277.470215
	Iteration 24Q: 3 clusters Score -99235.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99240.195312 Penalty: 2277.470215
	Iteration 25Q: 3 clusters Score -99240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99242.718750 Penalty: 2277.470215
	Iteration 26Q: 3 clusters Score -99242.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99244.968750 Penalty: 2277.470215
	Iteration 27Q: 3 clusters Score -99244.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99244.968750 Penalty: 2277.470215
	Iteration 28F: 3 clusters Score -99244.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -418063.812500 Penalty: 1366.162720
	Iteration 0F: 2 clusters Score -418063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -414383.562500 Penalty: 2732.325439
	Iteration 0F: 3 clusters Score -414383.6 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -415372.656250 Penalty: 2732.325439
	Iteration 1F: 3 clusters Score -415372.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -415536.750000 Penalty: 2732.325439
	Iteration 2F: 3 clusters Score -415536.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -415648.875000 Penalty: 2732.325439
	Iteration 3F: 3 clusters Score -415648.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -415723.468750 Penalty: 2732.325439
	Iteration 4Q: 3 clusters Score -415723.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -415779.656250 Penalty: 2732.325439
	Iteration 5Q: 3 clusters Score -415779.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -415821.093750 Penalty: 2732.325439
	Iteration 6Q: 3 clusters Score -415821.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -415862.781250 Penalty: 2732.325439
	Iteration 7Q: 3 clusters Score -415862.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -415902.250000 Penalty: 2732.325439
	Iteration 8Q: 3 clusters Score -415902.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -415932.687500 Penalty: 2732.325439
	Iteration 9Q: 3 clusters Score -415932.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -415958.250000 Penalty: 2732.325439
	Iteration 10Q: 3 clusters Score -415958.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -415980.562500 Penalty: 2732.325439
	Iteration 11Q: 3 clusters Score -415980.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -416004.937500 Penalty: 2732.325439
	Iteration 12Q: 3 clusters Score -416004.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -416029.562500 Penalty: 2732.325439
	Iteration 13Q: 3 clusters Score -416029.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -416061.968750 Penalty: 2732.325439
	Iteration 14Q: 3 clusters Score -416062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -416106.062500 Penalty: 2732.325439
	Iteration 15Q: 3 clusters Score -416106.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -416149.375000 Penalty: 2732.325439
	Iteration 16Q: 3 clusters Score -416149.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -416209.875000 Penalty: 2732.325439
	Iteration 17Q: 3 clusters Score -416209.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -416282.281250 Penalty: 2732.325439
	Iteration 18Q: 3 clusters Score -416282.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -416376.656250 Penalty: 2732.325439
	Iteration 19Q: 3 clusters Score -416376.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -416482.625000 Penalty: 2732.325439
	Iteration 20F: 3 clusters Score -416482.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -416620.093750 Penalty: 2732.325439
	Iteration 21Q: 3 clusters Score -416620.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -416751.562500 Penalty: 2732.325439
	Iteration 22Q: 3 clusters Score -416751.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -416921.343750 Penalty: 2732.325439
	Iteration 23Q: 3 clusters Score -416921.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -417109.906250 Penalty: 2732.325439
	Iteration 24Q: 3 clusters Score -417109.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -417302.468750 Penalty: 2732.325439
	Iteration 25Q: 3 clusters Score -417302.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -417487.937500 Penalty: 2732.325439
	Iteration 26Q: 3 clusters Score -417487.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -417613.062500 Penalty: 2732.325439
	Iteration 27Q: 3 clusters Score -417613.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -417681.437500 Penalty: 2732.325439
	Iteration 28Q: 3 clusters Score -417681.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -417719.593750 Penalty: 2732.325439
	Iteration 29Q: 3 clusters Score -417719.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -417729.468750 Penalty: 2732.325439
	Iteration 30Q: 3 clusters Score -417729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -417731.687500 Penalty: 2732.325439
	Iteration 31Q: 3 clusters Score -417731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -417733.218750 Penalty: 2732.325439
	Iteration 32Q: 3 clusters Score -417733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -417733.625000 Penalty: 2732.325439
	Iteration 33Q: 3 clusters Score -417733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -417733.031250 Penalty: 2732.325439
	Iteration 34Q: 3 clusters Score -417733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -417733.031250 Penalty: 2732.325439
	Iteration 35F: 3 clusters Score -417733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Entering Unmasked Estep 
Score: -1910778.875000 Penalty: 1609.884521
	Iteration 0F: 2 clusters Score -1910779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1897083.625000 Penalty: 3219.769043
	Iteration 0F: 3 clusters Score -1897084 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1901962.125000 Penalty: 3219.769043
	Iteration 1F: 3 clusters Score -1901962 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1902359.250000 Penalty: 3219.769043
	Iteration 2F: 3 clusters Score -1902359 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1902820.625000 Penalty: 3219.769043
	Iteration 3Q: 3 clusters Score -1902821 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1903346.750000 Penalty: 3219.769043
	Iteration 4F: 3 clusters Score -1903347 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1903986.625000 Penalty: 3219.769043
	Iteration 5F: 3 clusters Score -1903987 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1904792.500000 Penalty: 3219.769043
	Iteration 6F: 3 clusters Score -1904792 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1905712.000000 Penalty: 3219.769043
	Iteration 7F: 3 clusters Score -1905712 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1906615.000000 Penalty: 3219.769043
	Iteration 8F: 3 clusters Score -1906615 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1907313.000000 Penalty: 3219.769043
	Iteration 9F: 3 clusters Score -1907313 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1907729.375000 Penalty: 3219.769043
	Iteration 10Q: 3 clusters Score -1907729 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1907927.250000 Penalty: 3219.769043
	Iteration 11Q: 3 clusters Score -1907927 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1908038.000000 Penalty: 3219.769043
	Iteration 12Q: 3 clusters Score -1908038 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1908116.875000 Penalty: 3219.769043
	Iteration 13Q: 3 clusters Score -1908117 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1908167.125000 Penalty: 3219.769043
	Iteration 14Q: 3 clusters Score -1908167 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1908210.000000 Penalty: 3219.769043
	Iteration 15Q: 3 clusters Score -1908210 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1908228.625000 Penalty: 3219.769043
	Iteration 16Q: 3 clusters Score -1908229 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1908264.500000 Penalty: 3219.769043
	Iteration 17Q: 3 clusters Score -1908264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1908287.500000 Penalty: 3219.769043
	Iteration 18Q: 3 clusters Score -1908288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1908318.750000 Penalty: 3219.769043
	Iteration 19Q: 3 clusters Score -1908319 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1908355.375000 Penalty: 3219.769043
	Iteration 20F: 3 clusters Score -1908355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1908378.500000 Penalty: 3219.769043
	Iteration 21Q: 3 clusters Score -1908378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1908406.000000 Penalty: 3219.769043
	Iteration 22Q: 3 clusters Score -1908406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1908420.500000 Penalty: 3219.769043
	Iteration 23Q: 3 clusters Score -1908420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1908451.625000 Penalty: 3219.769043
	Iteration 24Q: 3 clusters Score -1908452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1908476.250000 Penalty: 3219.769043
	Iteration 25Q: 3 clusters Score -1908476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1908498.875000 Penalty: 3219.769043
	Iteration 26Q: 3 clusters Score -1908499 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1908523.500000 Penalty: 3219.769043
	Iteration 27Q: 3 clusters Score -1908524 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1908549.250000 Penalty: 3219.769043
	Iteration 28Q: 3 clusters Score -1908549 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1908571.250000 Penalty: 3219.769043
	Iteration 29Q: 3 clusters Score -1908571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1908592.875000 Penalty: 3219.769043
	Iteration 30Q: 3 clusters Score -1908593 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1908602.500000 Penalty: 3219.769043
	Iteration 31Q: 3 clusters Score -1908602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1908624.625000 Penalty: 3219.769043
	Iteration 32Q: 3 clusters Score -1908625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1908647.625000 Penalty: 3219.769043
	Iteration 33Q: 3 clusters Score -1908648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1908658.000000 Penalty: 3219.769043
	Iteration 34Q: 3 clusters Score -1908658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1908683.000000 Penalty: 3219.769043
	Iteration 35Q: 3 clusters Score -1908683 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1908703.625000 Penalty: 3219.769043
	Iteration 36Q: 3 clusters Score -1908704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1908721.875000 Penalty: 3219.769043
	Iteration 37Q: 3 clusters Score -1908722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1908735.125000 Penalty: 3219.769043
	Iteration 38Q: 3 clusters Score -1908735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1908744.875000 Penalty: 3219.769043
	Iteration 39Q: 3 clusters Score -1908745 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1908758.250000 Penalty: 3219.769043
	Iteration 40F: 3 clusters Score -1908758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1908778.125000 Penalty: 3219.769043
	Iteration 41Q: 3 clusters Score -1908778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1908789.125000 Penalty: 3219.769043
	Iteration 42Q: 3 clusters Score -1908789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1908799.000000 Penalty: 3219.769043
	Iteration 43Q: 3 clusters Score -1908799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1908808.000000 Penalty: 3219.769043
	Iteration 44Q: 3 clusters Score -1908808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1908824.125000 Penalty: 3219.769043
	Iteration 45Q: 3 clusters Score -1908824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1908830.875000 Penalty: 3219.769043
	Iteration 46Q: 3 clusters Score -1908831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1908828.625000 Penalty: 3219.769043
	Iteration 47Q: 3 clusters Score -1908829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1908842.750000 Penalty: 3219.769043
	Iteration 48Q: 3 clusters Score -1908843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1908855.000000 Penalty: 3219.769043
	Iteration 49Q: 3 clusters Score -1908855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1908864.000000 Penalty: 3219.769043
	Iteration 50Q: 3 clusters Score -1908864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1908871.500000 Penalty: 3219.769043
	Iteration 51Q: 3 clusters Score -1908872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1908877.625000 Penalty: 3219.769043
	Iteration 52Q: 3 clusters Score -1908878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1908889.250000 Penalty: 3219.769043
	Iteration 53Q: 3 clusters Score -1908889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1908900.000000 Penalty: 3219.769043
	Iteration 54Q: 3 clusters Score -1908900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1908905.875000 Penalty: 3219.769043
	Iteration 55Q: 3 clusters Score -1908906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1908911.375000 Penalty: 3219.769043
	Iteration 56Q: 3 clusters Score -1908911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1908915.500000 Penalty: 3219.769043
	Iteration 57Q: 3 clusters Score -1908916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1908923.750000 Penalty: 3219.769043
	Iteration 58Q: 3 clusters Score -1908924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1908933.125000 Penalty: 3219.769043
	Iteration 59Q: 3 clusters Score -1908933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1908937.625000 Penalty: 3219.769043
	Iteration 60F: 3 clusters Score -1908938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1908952.250000 Penalty: 3219.769043
	Iteration 61Q: 3 clusters Score -1908952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1908967.125000 Penalty: 3219.769043
	Iteration 62Q: 3 clusters Score -1908967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1908981.375000 Penalty: 3219.769043
	Iteration 63Q: 3 clusters Score -1908981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1908994.875000 Penalty: 3219.769043
	Iteration 64Q: 3 clusters Score -1908995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1909010.375000 Penalty: 3219.769043
	Iteration 65Q: 3 clusters Score -1909010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1909021.250000 Penalty: 3219.769043
	Iteration 66Q: 3 clusters Score -1909021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1909052.750000 Penalty: 3219.769043
	Iteration 67Q: 3 clusters Score -1909053 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1909072.500000 Penalty: 3219.769043
	Iteration 68Q: 3 clusters Score -1909072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1909102.875000 Penalty: 3219.769043
	Iteration 69Q: 3 clusters Score -1909103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1909123.250000 Penalty: 3219.769043
	Iteration 70Q: 3 clusters Score -1909123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1909155.500000 Penalty: 3219.769043
	Iteration 71Q: 3 clusters Score -1909156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1909187.875000 Penalty: 3219.769043
	Iteration 72Q: 3 clusters Score -1909188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1909209.125000 Penalty: 3219.769043
	Iteration 73Q: 3 clusters Score -1909209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1909230.250000 Penalty: 3219.769043
	Iteration 74Q: 3 clusters Score -1909230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1909251.500000 Penalty: 3219.769043
	Iteration 75Q: 3 clusters Score -1909252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1909264.625000 Penalty: 3219.769043
	Iteration 76Q: 3 clusters Score -1909265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1909278.375000 Penalty: 3219.769043
	Iteration 77Q: 3 clusters Score -1909278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1909288.125000 Penalty: 3219.769043
	Iteration 78Q: 3 clusters Score -1909288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1909295.000000 Penalty: 3219.769043
	Iteration 79Q: 3 clusters Score -1909295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1909301.625000 Penalty: 3219.769043
	Iteration 80F: 3 clusters Score -1909302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1909318.875000 Penalty: 3219.769043
	Iteration 81Q: 3 clusters Score -1909319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1909329.125000 Penalty: 3219.769043
	Iteration 82Q: 3 clusters Score -1909329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1909343.875000 Penalty: 3219.769043
	Iteration 83Q: 3 clusters Score -1909344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1909351.000000 Penalty: 3219.769043
	Iteration 84Q: 3 clusters Score -1909351 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1909357.375000 Penalty: 3219.769043
	Iteration 85Q: 3 clusters Score -1909357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1909362.875000 Penalty: 3219.769043
	Iteration 86Q: 3 clusters Score -1909363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1909367.875000 Penalty: 3219.769043
	Iteration 87Q: 3 clusters Score -1909368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1909377.000000 Penalty: 3219.769043
	Iteration 88Q: 3 clusters Score -1909377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1909379.375000 Penalty: 3219.769043
	Iteration 89Q: 3 clusters Score -1909379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1909386.000000 Penalty: 3219.769043
	Iteration 90Q: 3 clusters Score -1909386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1909394.375000 Penalty: 3219.769043
	Iteration 91Q: 3 clusters Score -1909394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1909403.000000 Penalty: 3219.769043
	Iteration 92Q: 3 clusters Score -1909403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1909414.625000 Penalty: 3219.769043
	Iteration 93Q: 3 clusters Score -1909415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1909421.250000 Penalty: 3219.769043
	Iteration 94Q: 3 clusters Score -1909421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1909430.750000 Penalty: 3219.769043
	Iteration 95Q: 3 clusters Score -1909431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1909434.500000 Penalty: 3219.769043
	Iteration 96Q: 3 clusters Score -1909434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1909435.375000 Penalty: 3219.769043
	Iteration 97Q: 3 clusters Score -1909435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1909436.250000 Penalty: 3219.769043
	Iteration 98Q: 3 clusters Score -1909436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1909448.625000 Penalty: 3219.769043
	Iteration 99Q: 3 clusters Score -1909449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1909452.375000 Penalty: 3219.769043
	Iteration 100F: 3 clusters Score -1909452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1909465.000000 Penalty: 3219.769043
	Iteration 101Q: 3 clusters Score -1909465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1909472.750000 Penalty: 3219.769043
	Iteration 102Q: 3 clusters Score -1909473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1909477.750000 Penalty: 3219.769043
	Iteration 103Q: 3 clusters Score -1909478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1909486.375000 Penalty: 3219.769043
	Iteration 104Q: 3 clusters Score -1909486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1909491.750000 Penalty: 3219.769043
	Iteration 105Q: 3 clusters Score -1909492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1909499.250000 Penalty: 3219.769043
	Iteration 106Q: 3 clusters Score -1909499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1909501.000000 Penalty: 3219.769043
	Iteration 107Q: 3 clusters Score -1909501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1909501.625000 Penalty: 3219.769043
	Iteration 108Q: 3 clusters Score -1909502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1909501.750000 Penalty: 3219.769043
	Iteration 109Q: 3 clusters Score -1909502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1909501.125000 Penalty: 3219.769043
	Iteration 110Q: 3 clusters Score -1909501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1909507.875000 Penalty: 3219.769043
	Iteration 111Q: 3 clusters Score -1909508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1909509.250000 Penalty: 3219.769043
	Iteration 112Q: 3 clusters Score -1909509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1909510.625000 Penalty: 3219.769043
	Iteration 113Q: 3 clusters Score -1909511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1909510.000000 Penalty: 3219.769043
	Iteration 114Q: 3 clusters Score -1909510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1909506.750000 Penalty: 3219.769043
	Iteration 115Q: 3 clusters Score -1909507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1909507.000000 Penalty: 3219.769043
	Iteration 116Q: 3 clusters Score -1909507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1909507.125000 Penalty: 3219.769043
	Iteration 117Q: 3 clusters Score -1909507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1909506.250000 Penalty: 3219.769043
	Iteration 118Q: 3 clusters Score -1909506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1909506.250000 Penalty: 3219.769043
	Iteration 119Q: 3 clusters Score -1909506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1909506.250000 Penalty: 3219.769043
	Iteration 120F: 3 clusters Score -1909506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Entering Unmasked Estep 
Score: -739243.687500 Penalty: 1459.155273
	Iteration 0F: 2 clusters Score -739243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -733393.812500 Penalty: 2918.310547
	Iteration 0F: 3 clusters Score -733393.8 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -735166.312500 Penalty: 2918.310547
	Iteration 1F: 3 clusters Score -735166.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -735383.437500 Penalty: 2918.310547
	Iteration 2F: 3 clusters Score -735383.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -735540.125000 Penalty: 2918.310547
	Iteration 3Q: 3 clusters Score -735540.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -735678.812500 Penalty: 2918.310547
	Iteration 4Q: 3 clusters Score -735678.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -735803.687500 Penalty: 2918.310547
	Iteration 5Q: 3 clusters Score -735803.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -735941.250000 Penalty: 2918.310547
	Iteration 6Q: 3 clusters Score -735941.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -736102.125000 Penalty: 2918.310547
	Iteration 7Q: 3 clusters Score -736102.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -736275.375000 Penalty: 2918.310547
	Iteration 8Q: 3 clusters Score -736275.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -736443.437500 Penalty: 2918.310547
	Iteration 9Q: 3 clusters Score -736443.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -736605.875000 Penalty: 2918.310547
	Iteration 10Q: 3 clusters Score -736605.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -736767.312500 Penalty: 2918.310547
	Iteration 11Q: 3 clusters Score -736767.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -736917.875000 Penalty: 2918.310547
	Iteration 12Q: 3 clusters Score -736917.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -737055.187500 Penalty: 2918.310547
	Iteration 13Q: 3 clusters Score -737055.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -737196.187500 Penalty: 2918.310547
	Iteration 14Q: 3 clusters Score -737196.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -737325.375000 Penalty: 2918.310547
	Iteration 15Q: 3 clusters Score -737325.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -737438.312500 Penalty: 2918.310547
	Iteration 16Q: 3 clusters Score -737438.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -737518.875000 Penalty: 2918.310547
	Iteration 17Q: 3 clusters Score -737518.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -737579.500000 Penalty: 2918.310547
	Iteration 18Q: 3 clusters Score -737579.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -737629.375000 Penalty: 2918.310547
	Iteration 19Q: 3 clusters Score -737629.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -737669.500000 Penalty: 2918.310547
	Iteration 20F: 3 clusters Score -737669.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -737695.125000 Penalty: 2918.310547
	Iteration 21Q: 3 clusters Score -737695.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -737721.125000 Penalty: 2918.310547
	Iteration 22Q: 3 clusters Score -737721.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -737746.500000 Penalty: 2918.310547
	Iteration 23Q: 3 clusters Score -737746.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -737765.062500 Penalty: 2918.310547
	Iteration 24Q: 3 clusters Score -737765.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -737781.625000 Penalty: 2918.310547
	Iteration 25Q: 3 clusters Score -737781.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -737794.312500 Penalty: 2918.310547
	Iteration 26Q: 3 clusters Score -737794.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -737800.437500 Penalty: 2918.310547
	Iteration 27Q: 3 clusters Score -737800.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -737811.812500 Penalty: 2918.310547
	Iteration 28Q: 3 clusters Score -737811.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -737821.187500 Penalty: 2918.310547
	Iteration 29Q: 3 clusters Score -737821.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -737829.062500 Penalty: 2918.310547
	Iteration 30Q: 3 clusters Score -737829.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -737836.562500 Penalty: 2918.310547
	Iteration 31Q: 3 clusters Score -737836.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -737847.375000 Penalty: 2918.310547
	Iteration 32Q: 3 clusters Score -737847.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -737861.250000 Penalty: 2918.310547
	Iteration 33Q: 3 clusters Score -737861.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -737871.437500 Penalty: 2918.310547
	Iteration 34Q: 3 clusters Score -737871.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -737884.062500 Penalty: 2918.310547
	Iteration 35Q: 3 clusters Score -737884.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -737892.562500 Penalty: 2918.310547
	Iteration 36Q: 3 clusters Score -737892.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -737906.562500 Penalty: 2918.310547
	Iteration 37Q: 3 clusters Score -737906.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -737922.687500 Penalty: 2918.310547
	Iteration 38Q: 3 clusters Score -737922.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -737942.000000 Penalty: 2918.310547
	Iteration 39Q: 3 clusters Score -737942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -737961.500000 Penalty: 2918.310547
	Iteration 40F: 3 clusters Score -737961.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -737980.937500 Penalty: 2918.310547
	Iteration 41Q: 3 clusters Score -737980.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -737993.812500 Penalty: 2918.310547
	Iteration 42Q: 3 clusters Score -737993.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -738010.937500 Penalty: 2918.310547
	Iteration 43Q: 3 clusters Score -738010.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -738022.812500 Penalty: 2918.310547
	Iteration 44Q: 3 clusters Score -738022.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -738033.937500 Penalty: 2918.310547
	Iteration 45Q: 3 clusters Score -738033.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -738042.250000 Penalty: 2918.310547
	Iteration 46Q: 3 clusters Score -738042.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -738053.937500 Penalty: 2918.310547
	Iteration 47Q: 3 clusters Score -738053.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -738062.687500 Penalty: 2918.310547
	Iteration 48Q: 3 clusters Score -738062.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -738072.062500 Penalty: 2918.310547
	Iteration 49Q: 3 clusters Score -738072.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -738076.875000 Penalty: 2918.310547
	Iteration 50Q: 3 clusters Score -738076.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -738081.937500 Penalty: 2918.310547
	Iteration 51Q: 3 clusters Score -738081.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -738088.187500 Penalty: 2918.310547
	Iteration 52Q: 3 clusters Score -738088.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -738092.875000 Penalty: 2918.310547
	Iteration 53Q: 3 clusters Score -738092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -738098.312500 Penalty: 2918.310547
	Iteration 54Q: 3 clusters Score -738098.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -738102.187500 Penalty: 2918.310547
	Iteration 55Q: 3 clusters Score -738102.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -738106.250000 Penalty: 2918.310547
	Iteration 56Q: 3 clusters Score -738106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -738108.937500 Penalty: 2918.310547
	Iteration 57Q: 3 clusters Score -738108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -738112.625000 Penalty: 2918.310547
	Iteration 58Q: 3 clusters Score -738112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -738113.875000 Penalty: 2918.310547
	Iteration 59Q: 3 clusters Score -738113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -738117.312500 Penalty: 2918.310547
	Iteration 60F: 3 clusters Score -738117.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -738119.625000 Penalty: 2918.310547
	Iteration 61Q: 3 clusters Score -738119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -738122.562500 Penalty: 2918.310547
	Iteration 62Q: 3 clusters Score -738122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -738125.250000 Penalty: 2918.310547
	Iteration 63Q: 3 clusters Score -738125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -738125.187500 Penalty: 2918.310547
	Iteration 64Q: 3 clusters Score -738125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -738127.875000 Penalty: 2918.310547
	Iteration 65Q: 3 clusters Score -738127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -738128.625000 Penalty: 2918.310547
	Iteration 66Q: 3 clusters Score -738128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -738128.125000 Penalty: 2918.310547
	Iteration 67Q: 3 clusters Score -738128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -738128.125000 Penalty: 2918.310547
	Iteration 68F: 3 clusters Score -738128.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Entering Unmasked Estep 
Score: -1308737.875000 Penalty: 1542.556885
	Iteration 0F: 2 clusters Score -1308738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1299487.000000 Penalty: 3085.113770
	Iteration 0F: 3 clusters Score -1299487 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1302534.625000 Penalty: 3085.113770
	Iteration 1F: 3 clusters Score -1302535 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1302758.750000 Penalty: 3085.113770
	Iteration 2F: 3 clusters Score -1302759 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1302926.500000 Penalty: 3085.113770
	Iteration 3Q: 3 clusters Score -1302926 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1303064.250000 Penalty: 3085.113770
	Iteration 4Q: 3 clusters Score -1303064 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1303189.375000 Penalty: 3085.113770
	Iteration 5Q: 3 clusters Score -1303189 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1303306.375000 Penalty: 3085.113770
	Iteration 6Q: 3 clusters Score -1303306 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1303426.750000 Penalty: 3085.113770
	Iteration 7Q: 3 clusters Score -1303427 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1303565.375000 Penalty: 3085.113770
	Iteration 8Q: 3 clusters Score -1303565 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1303781.875000 Penalty: 3085.113770
	Iteration 9Q: 3 clusters Score -1303782 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1304081.125000 Penalty: 3085.113770
	Iteration 10Q: 3 clusters Score -1304081 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1304455.875000 Penalty: 3085.113770
	Iteration 11Q: 3 clusters Score -1304456 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1304863.250000 Penalty: 3085.113770
	Iteration 12Q: 3 clusters Score -1304863 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1305253.250000 Penalty: 3085.113770
	Iteration 13Q: 3 clusters Score -1305253 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1305624.000000 Penalty: 3085.113770
	Iteration 14Q: 3 clusters Score -1305624 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1305925.625000 Penalty: 3085.113770
	Iteration 15Q: 3 clusters Score -1305926 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1306144.250000 Penalty: 3085.113770
	Iteration 16Q: 3 clusters Score -1306144 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1306325.875000 Penalty: 3085.113770
	Iteration 17Q: 3 clusters Score -1306326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1306458.250000 Penalty: 3085.113770
	Iteration 18Q: 3 clusters Score -1306458 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1306565.000000 Penalty: 3085.113770
	Iteration 19Q: 3 clusters Score -1306565 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1306656.125000 Penalty: 3085.113770
	Iteration 20F: 3 clusters Score -1306656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1306748.750000 Penalty: 3085.113770
	Iteration 21Q: 3 clusters Score -1306749 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1306811.250000 Penalty: 3085.113770
	Iteration 22Q: 3 clusters Score -1306811 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1306882.250000 Penalty: 3085.113770
	Iteration 23Q: 3 clusters Score -1306882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1306937.000000 Penalty: 3085.113770
	Iteration 24Q: 3 clusters Score -1306937 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1306985.875000 Penalty: 3085.113770
	Iteration 25Q: 3 clusters Score -1306986 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1307038.250000 Penalty: 3085.113770
	Iteration 26Q: 3 clusters Score -1307038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1307088.250000 Penalty: 3085.113770
	Iteration 27Q: 3 clusters Score -1307088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1307145.000000 Penalty: 3085.113770
	Iteration 28Q: 3 clusters Score -1307145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1307179.875000 Penalty: 3085.113770
	Iteration 29Q: 3 clusters Score -1307180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1307201.875000 Penalty: 3085.113770
	Iteration 30Q: 3 clusters Score -1307202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1307225.500000 Penalty: 3085.113770
	Iteration 31Q: 3 clusters Score -1307226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1307239.875000 Penalty: 3085.113770
	Iteration 32Q: 3 clusters Score -1307240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1307256.375000 Penalty: 3085.113770
	Iteration 33Q: 3 clusters Score -1307256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1307269.000000 Penalty: 3085.113770
	Iteration 34Q: 3 clusters Score -1307269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1307289.375000 Penalty: 3085.113770
	Iteration 35Q: 3 clusters Score -1307289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1307307.125000 Penalty: 3085.113770
	Iteration 36Q: 3 clusters Score -1307307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1307322.875000 Penalty: 3085.113770
	Iteration 37Q: 3 clusters Score -1307323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1307341.625000 Penalty: 3085.113770
	Iteration 38Q: 3 clusters Score -1307342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1307354.500000 Penalty: 3085.113770
	Iteration 39Q: 3 clusters Score -1307354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1307366.500000 Penalty: 3085.113770
	Iteration 40F: 3 clusters Score -1307366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1307377.250000 Penalty: 3085.113770
	Iteration 41Q: 3 clusters Score -1307377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1307384.375000 Penalty: 3085.113770
	Iteration 42Q: 3 clusters Score -1307384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1307388.000000 Penalty: 3085.113770
	Iteration 43Q: 3 clusters Score -1307388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1307392.250000 Penalty: 3085.113770
	Iteration 44Q: 3 clusters Score -1307392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1307398.625000 Penalty: 3085.113770
	Iteration 45Q: 3 clusters Score -1307399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1307402.000000 Penalty: 3085.113770
	Iteration 46Q: 3 clusters Score -1307402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1307403.125000 Penalty: 3085.113770
	Iteration 47Q: 3 clusters Score -1307403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1307403.125000 Penalty: 3085.113770
	Iteration 48Q: 3 clusters Score -1307403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1307403.125000 Penalty: 3085.113770
	Iteration 49F: 3 clusters Score -1307403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Entering Unmasked Estep 
Score: -2214695.500000 Penalty: 1637.146606
	Iteration 0F: 2 clusters Score -2214696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2198505.000000 Penalty: 3274.293213
	Iteration 0F: 3 clusters Score -2198505 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2204582.250000 Penalty: 3274.293213
	Iteration 1F: 3 clusters Score -2204582 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2204965.750000 Penalty: 3274.293213
	Iteration 2Q: 3 clusters Score -2204966 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2205379.500000 Penalty: 3274.293213
	Iteration 3Q: 3 clusters Score -2205380 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2205860.750000 Penalty: 3274.293213
	Iteration 4Q: 3 clusters Score -2205861 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2206444.500000 Penalty: 3274.293213
	Iteration 5Q: 3 clusters Score -2206444 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2207174.000000 Penalty: 3274.293213
	Iteration 6F: 3 clusters Score -2207174 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2208070.500000 Penalty: 3274.293213
	Iteration 7F: 3 clusters Score -2208070 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2209149.500000 Penalty: 3274.293213
	Iteration 8F: 3 clusters Score -2209150 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2210112.500000 Penalty: 3274.293213
	Iteration 9F: 3 clusters Score -2210112 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2210817.000000 Penalty: 3274.293213
	Iteration 10Q: 3 clusters Score -2210817 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2211339.250000 Penalty: 3274.293213
	Iteration 11Q: 3 clusters Score -2211339 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2211769.250000 Penalty: 3274.293213
	Iteration 12Q: 3 clusters Score -2211769 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2212152.500000 Penalty: 3274.293213
	Iteration 13Q: 3 clusters Score -2212152 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2212469.750000 Penalty: 3274.293213
	Iteration 14Q: 3 clusters Score -2212470 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2212758.500000 Penalty: 3274.293213
	Iteration 15Q: 3 clusters Score -2212758 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2213061.000000 Penalty: 3274.293213
	Iteration 16Q: 3 clusters Score -2213061 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2213298.750000 Penalty: 3274.293213
	Iteration 17Q: 3 clusters Score -2213299 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2213468.250000 Penalty: 3274.293213
	Iteration 18Q: 3 clusters Score -2213468 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2213569.250000 Penalty: 3274.293213
	Iteration 19Q: 3 clusters Score -2213569 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2213619.250000 Penalty: 3274.293213
	Iteration 20F: 3 clusters Score -2213619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2213645.750000 Penalty: 3274.293213
	Iteration 21Q: 3 clusters Score -2213646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2213672.000000 Penalty: 3274.293213
	Iteration 22Q: 3 clusters Score -2213672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2213691.250000 Penalty: 3274.293213
	Iteration 23Q: 3 clusters Score -2213691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2213698.750000 Penalty: 3274.293213
	Iteration 24Q: 3 clusters Score -2213699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2213701.000000 Penalty: 3274.293213
	Iteration 25Q: 3 clusters Score -2213701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2213708.750000 Penalty: 3274.293213
	Iteration 26Q: 3 clusters Score -2213709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2213710.000000 Penalty: 3274.293213
	Iteration 27Q: 3 clusters Score -2213710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2213708.750000 Penalty: 3274.293213
	Iteration 28Q: 3 clusters Score -2213709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2213711.750000 Penalty: 3274.293213
	Iteration 29Q: 3 clusters Score -2213712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2213716.000000 Penalty: 3274.293213
	Iteration 30Q: 3 clusters Score -2213716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2213717.000000 Penalty: 3274.293213
	Iteration 31Q: 3 clusters Score -2213717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2213719.000000 Penalty: 3274.293213
	Iteration 32Q: 3 clusters Score -2213719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2213721.500000 Penalty: 3274.293213
	Iteration 33Q: 3 clusters Score -2213722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2213721.000000 Penalty: 3274.293213
	Iteration 34Q: 3 clusters Score -2213721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2213721.250000 Penalty: 3274.293213
	Iteration 35Q: 3 clusters Score -2213721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2213722.000000 Penalty: 3274.293213
	Iteration 36Q: 3 clusters Score -2213722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2213722.000000 Penalty: 3274.293213
	Iteration 37F: 3 clusters Score -2213722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -69634.234375 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -69634.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68323.671875 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -68323.67 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68545.242188 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -68545.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68602.195312 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -68602.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68638.632812 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -68638.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68659.007812 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -68659.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68667.382812 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -68667.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68673.757812 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -68673.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68674.867188 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -68674.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68676.843750 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -68676.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68681.218750 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -68681.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68682.507812 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -68682.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68683.937500 Penalty: 2165.102783
	Iteration 11Q: 3 clusters Score -68683.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68683.937500 Penalty: 2165.102783
	Iteration 12F: 3 clusters Score -68683.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -57783.296875 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -57783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56569.296875 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -56569.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56774.390625 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -56774.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56829.105469 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -56829.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56847.847656 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -56847.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56862.457031 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -56862.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56870.902344 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -56870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56874.343750 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -56874.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56874.898438 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -56874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56875.851562 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -56875.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56877.144531 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -56877.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56878.632812 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -56878.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56879.054688 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -56879.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56879.054688 Penalty: 2098.450195
	Iteration 12F: 3 clusters Score -56879.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Entering Unmasked Estep 
Score: -482653.218750 Penalty: 1387.134277
	Iteration 0F: 2 clusters Score -482653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -478599.843750 Penalty: 2774.268555
	Iteration 0F: 3 clusters Score -478599.8 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -479787.562500 Penalty: 2774.268555
	Iteration 1F: 3 clusters Score -479787.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -479976.218750 Penalty: 2774.268555
	Iteration 2F: 3 clusters Score -479976.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -480102.656250 Penalty: 2774.268555
	Iteration 3Q: 3 clusters Score -480102.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -480200.406250 Penalty: 2774.268555
	Iteration 4Q: 3 clusters Score -480200.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -480281.906250 Penalty: 2774.268555
	Iteration 5Q: 3 clusters Score -480281.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -480352.906250 Penalty: 2774.268555
	Iteration 6Q: 3 clusters Score -480352.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -480418.062500 Penalty: 2774.268555
	Iteration 7Q: 3 clusters Score -480418.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -480466.125000 Penalty: 2774.268555
	Iteration 8Q: 3 clusters Score -480466.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -480499.062500 Penalty: 2774.268555
	Iteration 9Q: 3 clusters Score -480499.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -480536.031250 Penalty: 2774.268555
	Iteration 10Q: 3 clusters Score -480536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -480572.968750 Penalty: 2774.268555
	Iteration 11Q: 3 clusters Score -480573 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -480616.531250 Penalty: 2774.268555
	Iteration 12Q: 3 clusters Score -480616.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -480672.500000 Penalty: 2774.268555
	Iteration 13Q: 3 clusters Score -480672.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -480723.875000 Penalty: 2774.268555
	Iteration 14Q: 3 clusters Score -480723.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -480769.250000 Penalty: 2774.268555
	Iteration 15Q: 3 clusters Score -480769.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -480821.062500 Penalty: 2774.268555
	Iteration 16Q: 3 clusters Score -480821.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -480878.000000 Penalty: 2774.268555
	Iteration 17Q: 3 clusters Score -480878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -480935.531250 Penalty: 2774.268555
	Iteration 18Q: 3 clusters Score -480935.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -480981.875000 Penalty: 2774.268555
	Iteration 19Q: 3 clusters Score -480981.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -481017.343750 Penalty: 2774.268555
	Iteration 20F: 3 clusters Score -481017.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -481048.531250 Penalty: 2774.268555
	Iteration 21Q: 3 clusters Score -481048.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -481072.281250 Penalty: 2774.268555
	Iteration 22Q: 3 clusters Score -481072.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -481091.875000 Penalty: 2774.268555
	Iteration 23Q: 3 clusters Score -481091.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -481106.750000 Penalty: 2774.268555
	Iteration 24Q: 3 clusters Score -481106.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -481120.906250 Penalty: 2774.268555
	Iteration 25Q: 3 clusters Score -481120.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -481137.531250 Penalty: 2774.268555
	Iteration 26Q: 3 clusters Score -481137.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -481152.468750 Penalty: 2774.268555
	Iteration 27Q: 3 clusters Score -481152.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -481169.968750 Penalty: 2774.268555
	Iteration 28Q: 3 clusters Score -481170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -481179.218750 Penalty: 2774.268555
	Iteration 29Q: 3 clusters Score -481179.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -481189.250000 Penalty: 2774.268555
	Iteration 30Q: 3 clusters Score -481189.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -481200.937500 Penalty: 2774.268555
	Iteration 31Q: 3 clusters Score -481200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -481209.468750 Penalty: 2774.268555
	Iteration 32Q: 3 clusters Score -481209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -481213.687500 Penalty: 2774.268555
	Iteration 33Q: 3 clusters Score -481213.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -481218.687500 Penalty: 2774.268555
	Iteration 34Q: 3 clusters Score -481218.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -481226.031250 Penalty: 2774.268555
	Iteration 35Q: 3 clusters Score -481226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -481233.125000 Penalty: 2774.268555
	Iteration 36Q: 3 clusters Score -481233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -481240.968750 Penalty: 2774.268555
	Iteration 37Q: 3 clusters Score -481241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -481244.281250 Penalty: 2774.268555
	Iteration 38Q: 3 clusters Score -481244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -481248.718750 Penalty: 2774.268555
	Iteration 39Q: 3 clusters Score -481248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -481254.875000 Penalty: 2774.268555
	Iteration 40F: 3 clusters Score -481254.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -481259.406250 Penalty: 2774.268555
	Iteration 41Q: 3 clusters Score -481259.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -481264.406250 Penalty: 2774.268555
	Iteration 42Q: 3 clusters Score -481264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -481269.500000 Penalty: 2774.268555
	Iteration 43Q: 3 clusters Score -481269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -481271.781250 Penalty: 2774.268555
	Iteration 44Q: 3 clusters Score -481271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -481273.593750 Penalty: 2774.268555
	Iteration 45Q: 3 clusters Score -481273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -481274.531250 Penalty: 2774.268555
	Iteration 46Q: 3 clusters Score -481274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -481274.531250 Penalty: 2774.268555
	Iteration 47F: 3 clusters Score -481274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3366 members 
Mstep: Class 3 contains 39127 members 
Mstep: Class 4 contains 40854 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 45434 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37589 members 
Mstep: Class 11 contains 17498 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 9262 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 43177 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20522 members 
Mstep: Class 30 contains 25814 members 
Mstep: Class 31 contains 4760 members 
Mstep: Class 32 contains 1683 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3778 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 20070 members 
Mstep: Class 42 contains 7938 members 
Mstep: Class 43 contains 13262 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777028.000000 Penalty: 100859.070312
Iteration 279Q: 48 clusters Score -4.977703e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3370 members 
Mstep: Class 3 contains 39052 members 
Mstep: Class 4 contains 40854 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 45395 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37589 members 
Mstep: Class 11 contains 17484 members 
Mstep: Class 12 contains 8357 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13275 members 
Mstep: Class 16 contains 9261 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40889 members 
Mstep: Class 21 contains 42807 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20525 members 
Mstep: Class 30 contains 25891 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3778 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 20145 members 
Mstep: Class 42 contains 7933 members 
Mstep: Class 43 contains 13595 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777764.000000 Penalty: 100859.070312
Iteration 280F: 48 clusters Score -4.977776e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 38780 members 
Mstep: Class 4 contains 40859 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 45335 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37590 members 
Mstep: Class 11 contains 17470 members 
Mstep: Class 12 contains 8357 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 9259 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40889 members 
Mstep: Class 21 contains 42804 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20529 members 
Mstep: Class 30 contains 25935 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1685 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3778 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 20204 members 
Mstep: Class 42 contains 7933 members 
Mstep: Class 43 contains 13833 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777316.000000 Penalty: 100859.070312
Iteration 281Q: 48 clusters Score -4.977732e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 38640 members 
Mstep: Class 4 contains 40859 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 45277 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37590 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40890 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20531 members 
Mstep: Class 30 contains 25989 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3779 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 20247 members 
Mstep: Class 42 contains 7930 members 
Mstep: Class 43 contains 14181 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777508.000000 Penalty: 100859.070312
Iteration 282Q: 48 clusters Score -4.977751e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 38547 members 
Mstep: Class 4 contains 40860 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 45219 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37590 members 
Mstep: Class 11 contains 17454 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 19763 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13273 members 
Mstep: Class 16 contains 9245 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40891 members 
Mstep: Class 21 contains 42172 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20532 members 
Mstep: Class 30 contains 26011 members 
Mstep: Class 31 contains 4767 members 
Mstep: Class 32 contains 1685 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3779 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 20301 members 
Mstep: Class 42 contains 7929 members 
Mstep: Class 43 contains 14628 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777812.000000 Penalty: 100859.070312
Iteration 283Q: 48 clusters Score -4.977781e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 3 contains 38468 members 
Mstep: Class 4 contains 40859 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 45163 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37593 members 
Mstep: Class 11 contains 17450 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 19761 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 9240 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40892 members 
Mstep: Class 21 contains 41728 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20531 members 
Mstep: Class 30 contains 26008 members 
Mstep: Class 31 contains 4767 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3779 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 20368 members 
Mstep: Class 42 contains 7928 members 
Mstep: Class 43 contains 15134 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778240.000000 Penalty: 100859.070312
Iteration 284Q: 48 clusters Score -4.977824e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 38406 members 
Mstep: Class 4 contains 40857 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37595 members 
Mstep: Class 11 contains 17447 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 19760 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40892 members 
Mstep: Class 21 contains 41240 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20533 members 
Mstep: Class 30 contains 25994 members 
Mstep: Class 31 contains 4767 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3779 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 20409 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 15709 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778644.000000 Penalty: 100859.070312
Iteration 285Q: 48 clusters Score -4.977864e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 40857 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 45052 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37596 members 
Mstep: Class 11 contains 17441 members 
Mstep: Class 12 contains 8374 members 
Mstep: Class 13 contains 19759 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40894 members 
Mstep: Class 21 contains 40737 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20536 members 
Mstep: Class 30 contains 25958 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3779 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 20423 members 
Mstep: Class 42 contains 7924 members 
Mstep: Class 43 contains 16360 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779132.000000 Penalty: 100859.070312
Iteration 286Q: 48 clusters Score -4.977913e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 3428 members 
Mstep: Class 3 contains 38259 members 
Mstep: Class 4 contains 40862 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 45009 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37598 members 
Mstep: Class 11 contains 17438 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13270 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40894 members 
Mstep: Class 21 contains 40177 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20536 members 
Mstep: Class 30 contains 25915 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3780 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 20418 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 17086 members 
Mstep: Class 44 contains 23725 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779508.000000 Penalty: 100859.070312
Iteration 287Q: 48 clusters Score -4.977951e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 3 contains 38223 members 
Mstep: Class 4 contains 40862 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44960 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37597 members 
Mstep: Class 11 contains 17436 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40898 members 
Mstep: Class 21 contains 39528 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20536 members 
Mstep: Class 30 contains 25834 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3782 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 20398 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 17911 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780120.000000 Penalty: 100859.070312
Iteration 288Q: 48 clusters Score -4.978012e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 38172 members 
Mstep: Class 4 contains 40861 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44910 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37598 members 
Mstep: Class 11 contains 17431 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40900 members 
Mstep: Class 21 contains 38867 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20537 members 
Mstep: Class 30 contains 25744 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3783 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 20364 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 18793 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780776.000000 Penalty: 100859.070312
Iteration 289Q: 48 clusters Score -4.978078e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 38132 members 
Mstep: Class 4 contains 40864 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44857 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37598 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13266 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40901 members 
Mstep: Class 21 contains 38242 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20542 members 
Mstep: Class 30 contains 25630 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 20291 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 19706 members 
Mstep: Class 44 contains 23726 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781308.000000 Penalty: 100859.070312
Iteration 290Q: 48 clusters Score -4.978131e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3439 members 
Mstep: Class 3 contains 38073 members 
Mstep: Class 4 contains 40861 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44830 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37600 members 
Mstep: Class 11 contains 17417 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19757 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13264 members 
Mstep: Class 16 contains 9216 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40902 members 
Mstep: Class 21 contains 37602 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20548 members 
Mstep: Class 30 contains 25484 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 20229 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 20651 members 
Mstep: Class 44 contains 23726 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781856.000000 Penalty: 100859.070312
Iteration 291Q: 48 clusters Score -4.978186e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 3444 members 
Mstep: Class 3 contains 38004 members 
Mstep: Class 4 contains 40843 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44810 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37600 members 
Mstep: Class 11 contains 17412 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19757 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13264 members 
Mstep: Class 16 contains 9212 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40902 members 
Mstep: Class 21 contains 36983 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20551 members 
Mstep: Class 30 contains 25320 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 20162 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 21614 members 
Mstep: Class 44 contains 23723 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782352.000000 Penalty: 100859.070312
Iteration 292Q: 48 clusters Score -4.978235e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 3 contains 37931 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 44774 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37601 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19757 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13267 members 
Mstep: Class 16 contains 9206 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40903 members 
Mstep: Class 21 contains 36391 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20552 members 
Mstep: Class 30 contains 25134 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1685 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 20073 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 22599 members 
Mstep: Class 44 contains 23723 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782824.000000 Penalty: 100859.070312
Iteration 293Q: 48 clusters Score -4.978282e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 3452 members 
Mstep: Class 3 contains 37857 members 
Mstep: Class 4 contains 40825 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44769 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37603 members 
Mstep: Class 11 contains 17405 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13265 members 
Mstep: Class 16 contains 9208 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40902 members 
Mstep: Class 21 contains 35903 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20552 members 
Mstep: Class 30 contains 24969 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 19964 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 23451 members 
Mstep: Class 44 contains 23726 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783088.000000 Penalty: 100859.070312
Iteration 294Q: 48 clusters Score -4.978309e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 37787 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 44760 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37603 members 
Mstep: Class 11 contains 17407 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13263 members 
Mstep: Class 16 contains 9213 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40900 members 
Mstep: Class 21 contains 35508 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20552 members 
Mstep: Class 30 contains 24774 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 19869 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 24200 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783384.000000 Penalty: 100859.070312
Iteration 295Q: 48 clusters Score -4.978338e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 37690 members 
Mstep: Class 4 contains 40834 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 44755 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37604 members 
Mstep: Class 11 contains 17403 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13262 members 
Mstep: Class 16 contains 9209 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40898 members 
Mstep: Class 21 contains 35205 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20552 members 
Mstep: Class 30 contains 24610 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 19773 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 24871 members 
Mstep: Class 44 contains 23726 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783556.000000 Penalty: 100859.070312
Iteration 296Q: 48 clusters Score -4.978356e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 37605 members 
Mstep: Class 4 contains 40842 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 44735 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37603 members 
Mstep: Class 11 contains 17402 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13264 members 
Mstep: Class 16 contains 9207 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40898 members 
Mstep: Class 21 contains 35000 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20553 members 
Mstep: Class 30 contains 24449 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 19683 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 25414 members 
Mstep: Class 44 contains 23726 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783604.000000 Penalty: 100859.070312
Iteration 297Q: 48 clusters Score -4.97836e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 37554 members 
Mstep: Class 4 contains 40849 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44720 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37603 members 
Mstep: Class 11 contains 17400 members 
Mstep: Class 12 contains 8376 members 
Mstep: Class 13 contains 19755 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13268 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40900 members 
Mstep: Class 21 contains 34847 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20556 members 
Mstep: Class 30 contains 24300 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3785 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 19597 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 25861 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783596.000000 Penalty: 100859.070312
Iteration 298Q: 48 clusters Score -4.97836e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 37513 members 
Mstep: Class 4 contains 40846 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 44729 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37606 members 
Mstep: Class 11 contains 17397 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 19753 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 9201 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40902 members 
Mstep: Class 21 contains 34697 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20558 members 
Mstep: Class 30 contains 24157 members 
Mstep: Class 31 contains 4767 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3787 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1107 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 19517 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 26259 members 
Mstep: Class 44 contains 23726 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783824.000000 Penalty: 100859.070312
Iteration 299Q: 48 clusters Score -4.978382e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 37509 members 
Mstep: Class 4 contains 40846 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 44744 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37606 members 
Mstep: Class 11 contains 17393 members 
Mstep: Class 12 contains 8376 members 
Mstep: Class 13 contains 19753 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40905 members 
Mstep: Class 21 contains 34574 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 20560 members 
Mstep: Class 30 contains 24001 members 
Mstep: Class 31 contains 4770 members 
Mstep: Class 32 contains 1685 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3787 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1107 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 19464 members 
Mstep: Class 42 contains 7924 members 
Mstep: Class 43 contains 26578 members 
Mstep: Class 44 contains 23725 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784068.000000 Penalty: 100859.070312
Iteration 300F: 48 clusters Score -4.978407e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 37422 members 
Mstep: Class 4 contains 40842 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 44754 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37610 members 
Mstep: Class 11 contains 17390 members 
Mstep: Class 12 contains 8378 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40906 members 
Mstep: Class 21 contains 34144 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20561 members 
Mstep: Class 30 contains 23854 members 
Mstep: Class 31 contains 4770 members 
Mstep: Class 32 contains 1685 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3787 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1107 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19382 members 
Mstep: Class 42 contains 7921 members 
Mstep: Class 43 contains 27317 members 
Mstep: Class 44 contains 23725 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784228.000000 Penalty: 100859.070312
Iteration 301Q: 48 clusters Score -4.978423e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 37372 members 
Mstep: Class 4 contains 40845 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 44762 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37609 members 
Mstep: Class 11 contains 17390 members 
Mstep: Class 12 contains 8378 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 9199 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40906 members 
Mstep: Class 21 contains 33752 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20561 members 
Mstep: Class 30 contains 23690 members 
Mstep: Class 31 contains 4770 members 
Mstep: Class 32 contains 1683 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1107 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19323 members 
Mstep: Class 42 contains 7918 members 
Mstep: Class 43 contains 27982 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784224.000000 Penalty: 100859.070312
Iteration 302Q: 48 clusters Score -4.978422e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 37306 members 
Mstep: Class 4 contains 40853 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 44767 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37610 members 
Mstep: Class 11 contains 17391 members 
Mstep: Class 12 contains 8381 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 9204 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 33398 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20562 members 
Mstep: Class 30 contains 23534 members 
Mstep: Class 31 contains 4771 members 
Mstep: Class 32 contains 1680 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19249 members 
Mstep: Class 42 contains 7913 members 
Mstep: Class 43 contains 28626 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783988.000000 Penalty: 100859.070312
Iteration 303Q: 48 clusters Score -4.978399e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 3451 members 
Mstep: Class 3 contains 37242 members 
Mstep: Class 4 contains 40857 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 44784 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37609 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 8382 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 33058 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20562 members 
Mstep: Class 30 contains 23390 members 
Mstep: Class 31 contains 4773 members 
Mstep: Class 32 contains 1679 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19180 members 
Mstep: Class 42 contains 7909 members 
Mstep: Class 43 contains 29214 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783568.000000 Penalty: 100859.070312
Iteration 304Q: 48 clusters Score -4.978357e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 3444 members 
Mstep: Class 3 contains 37200 members 
Mstep: Class 4 contains 40863 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 44789 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37607 members 
Mstep: Class 11 contains 17397 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 9216 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40906 members 
Mstep: Class 21 contains 32671 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 20561 members 
Mstep: Class 30 contains 23283 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 1678 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4476 members 
Mstep: Class 41 contains 19133 members 
Mstep: Class 42 contains 7908 members 
Mstep: Class 43 contains 29796 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783228.000000 Penalty: 100859.070312
Iteration 305Q: 48 clusters Score -4.978323e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 3437 members 
Mstep: Class 3 contains 37201 members 
Mstep: Class 4 contains 40853 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 44790 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37607 members 
Mstep: Class 11 contains 17401 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 9215 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40901 members 
Mstep: Class 21 contains 32276 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 20561 members 
Mstep: Class 30 contains 23208 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 1678 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4476 members 
Mstep: Class 41 contains 19071 members 
Mstep: Class 42 contains 7908 members 
Mstep: Class 43 contains 30345 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782964.000000 Penalty: 100859.070312
Iteration 306Q: 48 clusters Score -4.978296e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 3437 members 
Mstep: Class 3 contains 37202 members 
Mstep: Class 4 contains 40847 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 44792 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37608 members 
Mstep: Class 11 contains 17404 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13283 members 
Mstep: Class 16 contains 9215 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40900 members 
Mstep: Class 21 contains 31859 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20562 members 
Mstep: Class 30 contains 23136 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 1679 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19002 members 
Mstep: Class 42 contains 7907 members 
Mstep: Class 43 contains 30897 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782708.000000 Penalty: 100859.070312
Iteration 307Q: 48 clusters Score -4.978271e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 3438 members 
Mstep: Class 3 contains 37184 members 
Mstep: Class 4 contains 40845 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 44798 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37607 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 9218 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40904 members 
Mstep: Class 21 contains 31400 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20561 members 
Mstep: Class 30 contains 23083 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 1678 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18953 members 
Mstep: Class 42 contains 7907 members 
Mstep: Class 43 contains 31466 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782528.000000 Penalty: 100859.070312
Iteration 308Q: 48 clusters Score -4.978253e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3438 members 
Mstep: Class 3 contains 37162 members 
Mstep: Class 4 contains 40841 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37606 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 19755 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 9229 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40905 members 
Mstep: Class 21 contains 30944 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20561 members 
Mstep: Class 30 contains 23024 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18913 members 
Mstep: Class 42 contains 7907 members 
Mstep: Class 43 contains 32026 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782308.000000 Penalty: 100859.070312
Iteration 309Q: 48 clusters Score -4.978231e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 37132 members 
Mstep: Class 4 contains 40840 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37605 members 
Mstep: Class 11 contains 17410 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 9238 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 30489 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20563 members 
Mstep: Class 30 contains 22972 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18890 members 
Mstep: Class 42 contains 7905 members 
Mstep: Class 43 contains 32557 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782192.000000 Penalty: 100859.070312
Iteration 310Q: 48 clusters Score -4.978219e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3449 members 
Mstep: Class 3 contains 37130 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44826 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37605 members 
Mstep: Class 11 contains 17411 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 9241 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 29983 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20565 members 
Mstep: Class 30 contains 22930 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18869 members 
Mstep: Class 42 contains 7903 members 
Mstep: Class 43 contains 33110 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782304.000000 Penalty: 100859.070312
Iteration 311Q: 48 clusters Score -4.97823e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 37157 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37605 members 
Mstep: Class 11 contains 17413 members 
Mstep: Class 12 contains 8385 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 9244 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 29390 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20567 members 
Mstep: Class 30 contains 22893 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18835 members 
Mstep: Class 42 contains 7901 members 
Mstep: Class 43 contains 33731 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782252.000000 Penalty: 100859.070312
Iteration 312Q: 48 clusters Score -4.978225e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 37170 members 
Mstep: Class 4 contains 40842 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44842 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37604 members 
Mstep: Class 11 contains 17413 members 
Mstep: Class 12 contains 8385 members 
Mstep: Class 13 contains 19755 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 9250 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 28803 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20567 members 
Mstep: Class 30 contains 22856 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18808 members 
Mstep: Class 42 contains 7900 members 
Mstep: Class 43 contains 34341 members 
Mstep: Class 44 contains 23729 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782632.000000 Penalty: 100859.070312
Iteration 313Q: 48 clusters Score -4.978263e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 37179 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44860 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37603 members 
Mstep: Class 11 contains 17410 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 9259 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 28037 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20568 members 
Mstep: Class 30 contains 22771 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18766 members 
Mstep: Class 42 contains 7897 members 
Mstep: Class 43 contains 35188 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783764.000000 Penalty: 100859.070312
Iteration 314Q: 48 clusters Score -4.978376e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 37114 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44884 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37603 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 8385 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 9267 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40906 members 
Mstep: Class 21 contains 26718 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2856 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20570 members 
Mstep: Class 30 contains 22617 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18720 members 
Mstep: Class 42 contains 7894 members 
Mstep: Class 43 contains 36735 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785496.000000 Penalty: 100859.070312
Iteration 315Q: 48 clusters Score -4.97855e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 36992 members 
Mstep: Class 4 contains 40822 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44907 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37606 members 
Mstep: Class 11 contains 17415 members 
Mstep: Class 12 contains 8385 members 
Mstep: Class 13 contains 19759 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9267 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40908 members 
Mstep: Class 21 contains 24449 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20572 members 
Mstep: Class 30 contains 22426 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18648 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 39366 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786128.000000 Penalty: 100859.070312
Iteration 316Q: 48 clusters Score -4.978613e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 37039 members 
Mstep: Class 4 contains 40814 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37612 members 
Mstep: Class 11 contains 17413 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 19759 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9256 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 20871 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20578 members 
Mstep: Class 30 contains 22297 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18665 members 
Mstep: Class 42 contains 7886 members 
Mstep: Class 43 contains 42995 members 
Mstep: Class 44 contains 23729 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781908.000000 Penalty: 100859.070312
Iteration 317Q: 48 clusters Score -4.978191e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 37499 members 
Mstep: Class 4 contains 40797 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45020 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37614 members 
Mstep: Class 11 contains 17413 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40916 members 
Mstep: Class 21 contains 17456 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20580 members 
Mstep: Class 30 contains 22423 members 
Mstep: Class 31 contains 4784 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 18857 members 
Mstep: Class 42 contains 7880 members 
Mstep: Class 43 contains 45578 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777368.000000 Penalty: 100859.070312
Iteration 318Q: 48 clusters Score -4.977737e+07 nChanged 5611
Entering ConstructFrom: 
Score: -49777368.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (37035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Entering Unmasked Estep 
Score: -3643501.000000 Penalty: 1709.438110
	Iteration 0F: 2 clusters Score -3643501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3620913.750000 Penalty: 3418.876221
	Iteration 0F: 3 clusters Score -3620914 nChanged 17174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3630405.750000 Penalty: 3418.876221
	Iteration 1F: 3 clusters Score -3630406 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3630748.750000 Penalty: 3418.876221
	Iteration 2Q: 3 clusters Score -3630749 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3631134.000000 Penalty: 3418.876221
	Iteration 3Q: 3 clusters Score -3631134 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3631582.500000 Penalty: 3418.876221
	Iteration 4Q: 3 clusters Score -3631582 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3632243.250000 Penalty: 3418.876221
	Iteration 5Q: 3 clusters Score -3632243 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3633323.750000 Penalty: 3418.876221
	Iteration 6F: 3 clusters Score -3633324 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3635087.000000 Penalty: 3418.876221
	Iteration 7F: 3 clusters Score -3635087 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3637544.500000 Penalty: 3418.876221
	Iteration 8F: 3 clusters Score -3637544 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3640207.750000 Penalty: 3418.876221
	Iteration 9F: 3 clusters Score -3640208 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -3641552.250000 Penalty: 3418.876221
	Iteration 10F: 3 clusters Score -3641552 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -3641856.250000 Penalty: 3418.876221
	Iteration 11Q: 3 clusters Score -3641856 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -3641942.000000 Penalty: 3418.876221
	Iteration 12Q: 3 clusters Score -3641942 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -3642034.250000 Penalty: 3418.876221
	Iteration 13Q: 3 clusters Score -3642034 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -3642068.000000 Penalty: 3418.876221
	Iteration 14Q: 3 clusters Score -3642068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -3642110.500000 Penalty: 3418.876221
	Iteration 15Q: 3 clusters Score -3642110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -3642139.500000 Penalty: 3418.876221
	Iteration 16Q: 3 clusters Score -3642140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3642149.250000 Penalty: 3418.876221
	Iteration 17Q: 3 clusters Score -3642149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -3642153.500000 Penalty: 3418.876221
	Iteration 18Q: 3 clusters Score -3642154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -3642153.500000 Penalty: 3418.876221
	Iteration 19Q: 3 clusters Score -3642154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3642151.250000 Penalty: 3418.876221
	Iteration 20F: 3 clusters Score -3642151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3642152.500000 Penalty: 3418.876221
	Iteration 21Q: 3 clusters Score -3642152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -3642156.750000 Penalty: 3418.876221
	Iteration 22Q: 3 clusters Score -3642157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -3642166.000000 Penalty: 3418.876221
	Iteration 23Q: 3 clusters Score -3642166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -3642173.000000 Penalty: 3418.876221
	Iteration 24Q: 3 clusters Score -3642173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3642182.750000 Penalty: 3418.876221
	Iteration 25Q: 3 clusters Score -3642183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3642183.250000 Penalty: 3418.876221
	Iteration 26Q: 3 clusters Score -3642183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3642184.250000 Penalty: 3418.876221
	Iteration 27Q: 3 clusters Score -3642184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3642181.000000 Penalty: 3418.876221
	Iteration 28Q: 3 clusters Score -3642181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3642185.000000 Penalty: 3418.876221
	Iteration 29Q: 3 clusters Score -3642185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3642185.000000 Penalty: 3418.876221
	Iteration 30F: 3 clusters Score -3642185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -336238.437500 Penalty: 1330.255249
	Iteration 0F: 2 clusters Score -336238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -333152.062500 Penalty: 2660.510498
	Iteration 0F: 3 clusters Score -333152.1 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -333850.437500 Penalty: 2660.510498
	Iteration 1F: 3 clusters Score -333850.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -334012.312500 Penalty: 2660.510498
	Iteration 2F: 3 clusters Score -334012.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -334145.187500 Penalty: 2660.510498
	Iteration 3F: 3 clusters Score -334145.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -334227.781250 Penalty: 2660.510498
	Iteration 4Q: 3 clusters Score -334227.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -334306.718750 Penalty: 2660.510498
	Iteration 5Q: 3 clusters Score -334306.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -334378.437500 Penalty: 2660.510498
	Iteration 6Q: 3 clusters Score -334378.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -334455.031250 Penalty: 2660.510498
	Iteration 7Q: 3 clusters Score -334455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -334512.687500 Penalty: 2660.510498
	Iteration 8Q: 3 clusters Score -334512.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -334560.843750 Penalty: 2660.510498
	Iteration 9Q: 3 clusters Score -334560.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -334604.093750 Penalty: 2660.510498
	Iteration 10Q: 3 clusters Score -334604.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -334656.093750 Penalty: 2660.510498
	Iteration 11Q: 3 clusters Score -334656.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -334705.125000 Penalty: 2660.510498
	Iteration 12Q: 3 clusters Score -334705.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -334763.062500 Penalty: 2660.510498
	Iteration 13Q: 3 clusters Score -334763.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -334817.281250 Penalty: 2660.510498
	Iteration 14Q: 3 clusters Score -334817.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -334857.906250 Penalty: 2660.510498
	Iteration 15Q: 3 clusters Score -334857.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -334895.281250 Penalty: 2660.510498
	Iteration 16Q: 3 clusters Score -334895.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -334922.562500 Penalty: 2660.510498
	Iteration 17Q: 3 clusters Score -334922.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -334949.781250 Penalty: 2660.510498
	Iteration 18Q: 3 clusters Score -334949.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -334975.875000 Penalty: 2660.510498
	Iteration 19Q: 3 clusters Score -334975.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -334992.750000 Penalty: 2660.510498
	Iteration 20F: 3 clusters Score -334992.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -335012.843750 Penalty: 2660.510498
	Iteration 21Q: 3 clusters Score -335012.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -335026.687500 Penalty: 2660.510498
	Iteration 22Q: 3 clusters Score -335026.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -335037.687500 Penalty: 2660.510498
	Iteration 23Q: 3 clusters Score -335037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -335044.781250 Penalty: 2660.510498
	Iteration 24Q: 3 clusters Score -335044.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -335054.687500 Penalty: 2660.510498
	Iteration 25Q: 3 clusters Score -335054.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -335062.312500 Penalty: 2660.510498
	Iteration 26Q: 3 clusters Score -335062.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -335074.437500 Penalty: 2660.510498
	Iteration 27Q: 3 clusters Score -335074.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -335082.906250 Penalty: 2660.510498
	Iteration 28Q: 3 clusters Score -335082.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -335090.593750 Penalty: 2660.510498
	Iteration 29Q: 3 clusters Score -335090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -335099.437500 Penalty: 2660.510498
	Iteration 30Q: 3 clusters Score -335099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -335107.718750 Penalty: 2660.510498
	Iteration 31Q: 3 clusters Score -335107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -335112.843750 Penalty: 2660.510498
	Iteration 32Q: 3 clusters Score -335112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -335115.218750 Penalty: 2660.510498
	Iteration 33Q: 3 clusters Score -335115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -335118.000000 Penalty: 2660.510498
	Iteration 34Q: 3 clusters Score -335118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -335120.093750 Penalty: 2660.510498
	Iteration 35Q: 3 clusters Score -335120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -335124.750000 Penalty: 2660.510498
	Iteration 36Q: 3 clusters Score -335124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -335129.218750 Penalty: 2660.510498
	Iteration 37Q: 3 clusters Score -335129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -335128.906250 Penalty: 2660.510498
	Iteration 38Q: 3 clusters Score -335128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -335128.906250 Penalty: 2660.510498
	Iteration 39F: 3 clusters Score -335128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Entering Unmasked Estep 
Score: -3573402.000000 Penalty: 1714.377319
	Iteration 0F: 2 clusters Score -3573402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3548869.750000 Penalty: 3428.754639
	Iteration 0F: 3 clusters Score -3548870 nChanged 17663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3558775.750000 Penalty: 3428.754639
	Iteration 1F: 3 clusters Score -3558776 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3559355.500000 Penalty: 3428.754639
	Iteration 2Q: 3 clusters Score -3559356 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3560090.000000 Penalty: 3428.754639
	Iteration 3Q: 3 clusters Score -3560090 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3561230.000000 Penalty: 3428.754639
	Iteration 4F: 3 clusters Score -3561230 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3562992.500000 Penalty: 3428.754639
	Iteration 5F: 3 clusters Score -3562992 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3565405.250000 Penalty: 3428.754639
	Iteration 6F: 3 clusters Score -3565405 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -3567943.500000 Penalty: 3428.754639
	Iteration 7F: 3 clusters Score -3567944 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -3569895.750000 Penalty: 3428.754639
	Iteration 8F: 3 clusters Score -3569896 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3570953.500000 Penalty: 3428.754639
	Iteration 9Q: 3 clusters Score -3570954 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -3571494.500000 Penalty: 3428.754639
	Iteration 10Q: 3 clusters Score -3571494 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -3571753.750000 Penalty: 3428.754639
	Iteration 11Q: 3 clusters Score -3571754 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -3571860.750000 Penalty: 3428.754639
	Iteration 12Q: 3 clusters Score -3571861 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -3571935.500000 Penalty: 3428.754639
	Iteration 13Q: 3 clusters Score -3571936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -3571980.500000 Penalty: 3428.754639
	Iteration 14Q: 3 clusters Score -3571980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -3572007.000000 Penalty: 3428.754639
	Iteration 15Q: 3 clusters Score -3572007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -3572018.750000 Penalty: 3428.754639
	Iteration 16Q: 3 clusters Score -3572019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -3572026.250000 Penalty: 3428.754639
	Iteration 17Q: 3 clusters Score -3572026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -3572034.000000 Penalty: 3428.754639
	Iteration 18Q: 3 clusters Score -3572034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -3572036.750000 Penalty: 3428.754639
	Iteration 19Q: 3 clusters Score -3572037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -3572043.500000 Penalty: 3428.754639
	Iteration 20F: 3 clusters Score -3572044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -3572047.750000 Penalty: 3428.754639
	Iteration 21Q: 3 clusters Score -3572048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -3572051.750000 Penalty: 3428.754639
	Iteration 22Q: 3 clusters Score -3572052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -3572048.000000 Penalty: 3428.754639
	Iteration 23Q: 3 clusters Score -3572048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -3572049.250000 Penalty: 3428.754639
	Iteration 24Q: 3 clusters Score -3572049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -3572050.500000 Penalty: 3428.754639
	Iteration 25Q: 3 clusters Score -3572050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -3572052.000000 Penalty: 3428.754639
	Iteration 26Q: 3 clusters Score -3572052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -3572052.000000 Penalty: 3428.754639
	Iteration 27F: 3 clusters Score -3572052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Entering Unmasked Estep 
Score: -3867742.250000 Penalty: 1725.059570
	Iteration 0F: 2 clusters Score -3867742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3843326.250000 Penalty: 3450.119141
	Iteration 0F: 3 clusters Score -3843326 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3854015.500000 Penalty: 3450.119141
	Iteration 1F: 3 clusters Score -3854016 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3854757.500000 Penalty: 3450.119141
	Iteration 2Q: 3 clusters Score -3854758 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3855768.000000 Penalty: 3450.119141
	Iteration 3F: 3 clusters Score -3855768 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3857220.500000 Penalty: 3450.119141
	Iteration 4F: 3 clusters Score -3857220 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3859540.250000 Penalty: 3450.119141
	Iteration 5F: 3 clusters Score -3859540 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3862697.500000 Penalty: 3450.119141
	Iteration 6F: 3 clusters Score -3862698 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -3864796.250000 Penalty: 3450.119141
	Iteration 7F: 3 clusters Score -3864796 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -3865681.500000 Penalty: 3450.119141
	Iteration 8Q: 3 clusters Score -3865682 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -3866049.250000 Penalty: 3450.119141
	Iteration 9Q: 3 clusters Score -3866049 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -3866177.000000 Penalty: 3450.119141
	Iteration 10Q: 3 clusters Score -3866177 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -3866237.500000 Penalty: 3450.119141
	Iteration 11Q: 3 clusters Score -3866238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -3866254.500000 Penalty: 3450.119141
	Iteration 12Q: 3 clusters Score -3866254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -3866281.250000 Penalty: 3450.119141
	Iteration 13Q: 3 clusters Score -3866281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -3866288.500000 Penalty: 3450.119141
	Iteration 14Q: 3 clusters Score -3866288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -3866288.750000 Penalty: 3450.119141
	Iteration 15Q: 3 clusters Score -3866289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -3866287.750000 Penalty: 3450.119141
	Iteration 16Q: 3 clusters Score -3866288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -3866289.000000 Penalty: 3450.119141
	Iteration 17Q: 3 clusters Score -3866289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -3866289.000000 Penalty: 3450.119141
	Iteration 18F: 3 clusters Score -3866289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -172412.765625 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -172412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -170378.046875 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -170378 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -170891.687500 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -170891.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -171134.796875 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -171134.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171371.906250 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -171371.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171628.640625 Penalty: 2456.856689
	Iteration 4F: 3 clusters Score -171628.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -171852.781250 Penalty: 2456.856689
	Iteration 5F: 3 clusters Score -171852.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -172003.906250 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -172003.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -172070.437500 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -172070.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172104.500000 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -172104.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -172141.703125 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -172141.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -172172.953125 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -172173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -172239.765625 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -172239.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -172307.156250 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -172307.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172357.734375 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -172357.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172391.406250 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -172391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -172400.890625 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -172400.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -172406.187500 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -172406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172407.890625 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -172407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172407.890625 Penalty: 2456.856689
	Iteration 18F: 3 clusters Score -172407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -206942.937500 Penalty: 1272.379517
	Iteration 0F: 2 clusters Score -206942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -204479.406250 Penalty: 2544.759033
	Iteration 0F: 3 clusters Score -204479.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -205114.140625 Penalty: 2544.759033
	Iteration 1F: 3 clusters Score -205114.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -205369.500000 Penalty: 2544.759033
	Iteration 2F: 3 clusters Score -205369.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -205614.953125 Penalty: 2544.759033
	Iteration 3F: 3 clusters Score -205615 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -205827.343750 Penalty: 2544.759033
	Iteration 4F: 3 clusters Score -205827.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -206005.578125 Penalty: 2544.759033
	Iteration 5F: 3 clusters Score -206005.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -206132.500000 Penalty: 2544.759033
	Iteration 6Q: 3 clusters Score -206132.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -206233.000000 Penalty: 2544.759033
	Iteration 7Q: 3 clusters Score -206233 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -206323.796875 Penalty: 2544.759033
	Iteration 8Q: 3 clusters Score -206323.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -206394.109375 Penalty: 2544.759033
	Iteration 9Q: 3 clusters Score -206394.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -206459.234375 Penalty: 2544.759033
	Iteration 10Q: 3 clusters Score -206459.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -206521.312500 Penalty: 2544.759033
	Iteration 11Q: 3 clusters Score -206521.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -206567.875000 Penalty: 2544.759033
	Iteration 12Q: 3 clusters Score -206567.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -206598.140625 Penalty: 2544.759033
	Iteration 13Q: 3 clusters Score -206598.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -206621.062500 Penalty: 2544.759033
	Iteration 14Q: 3 clusters Score -206621.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -206637.875000 Penalty: 2544.759033
	Iteration 15Q: 3 clusters Score -206637.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -206654.218750 Penalty: 2544.759033
	Iteration 16Q: 3 clusters Score -206654.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -206661.640625 Penalty: 2544.759033
	Iteration 17Q: 3 clusters Score -206661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -206665.156250 Penalty: 2544.759033
	Iteration 18Q: 3 clusters Score -206665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -206667.609375 Penalty: 2544.759033
	Iteration 19Q: 3 clusters Score -206667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -206667.609375 Penalty: 2544.759033
	Iteration 20F: 3 clusters Score -206667.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Entering Unmasked Estep 
Score: -4429680.500000 Penalty: 1741.399536
	Iteration 0F: 2 clusters Score -4429680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4409373.000000 Penalty: 3482.799072
	Iteration 0F: 3 clusters Score -4409373 nChanged 21151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4421417.000000 Penalty: 3482.799072
	Iteration 1F: 3 clusters Score -4421417 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4421866.000000 Penalty: 3482.799072
	Iteration 2Q: 3 clusters Score -4421866 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4422292.000000 Penalty: 3482.799072
	Iteration 3Q: 3 clusters Score -4422292 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -4422799.500000 Penalty: 3482.799072
	Iteration 4Q: 3 clusters Score -4422800 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4423374.500000 Penalty: 3482.799072
	Iteration 5Q: 3 clusters Score -4423374 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -4423944.000000 Penalty: 3482.799072
	Iteration 6Q: 3 clusters Score -4423944 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -4424686.000000 Penalty: 3482.799072
	Iteration 7Q: 3 clusters Score -4424686 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4425510.000000 Penalty: 3482.799072
	Iteration 8Q: 3 clusters Score -4425510 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4426619.000000 Penalty: 3482.799072
	Iteration 9Q: 3 clusters Score -4426619 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4428064.500000 Penalty: 3482.799072
	Iteration 10Q: 3 clusters Score -4428064 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -4429483.500000 Penalty: 3482.799072
	Iteration 11F: 3 clusters Score -4429484 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4430318.000000 Penalty: 3482.799072
	Iteration 12Q: 3 clusters Score -4430318 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4430666.000000 Penalty: 3482.799072
	Iteration 13Q: 3 clusters Score -4430666 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4430832.500000 Penalty: 3482.799072
	Iteration 14Q: 3 clusters Score -4430832 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4430906.500000 Penalty: 3482.799072
	Iteration 15Q: 3 clusters Score -4430906 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -4430944.000000 Penalty: 3482.799072
	Iteration 16Q: 3 clusters Score -4430944 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -4430981.000000 Penalty: 3482.799072
	Iteration 17Q: 3 clusters Score -4430981 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4431019.500000 Penalty: 3482.799072
	Iteration 18Q: 3 clusters Score -4431020 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -4431030.500000 Penalty: 3482.799072
	Iteration 19Q: 3 clusters Score -4431030 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -4431056.000000 Penalty: 3482.799072
	Iteration 20F: 3 clusters Score -4431056 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -4431084.500000 Penalty: 3482.799072
	Iteration 21Q: 3 clusters Score -4431084 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -4431095.500000 Penalty: 3482.799072
	Iteration 22Q: 3 clusters Score -4431096 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -4431133.500000 Penalty: 3482.799072
	Iteration 23Q: 3 clusters Score -4431134 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -4431141.000000 Penalty: 3482.799072
	Iteration 24Q: 3 clusters Score -4431141 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -4431147.500000 Penalty: 3482.799072
	Iteration 25Q: 3 clusters Score -4431148 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4431160.500000 Penalty: 3482.799072
	Iteration 26Q: 3 clusters Score -4431160 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4431171.000000 Penalty: 3482.799072
	Iteration 27Q: 3 clusters Score -4431171 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -4431192.500000 Penalty: 3482.799072
	Iteration 28Q: 3 clusters Score -4431192 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -4431203.000000 Penalty: 3482.799072
	Iteration 29Q: 3 clusters Score -4431203 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -4431236.500000 Penalty: 3482.799072
	Iteration 30Q: 3 clusters Score -4431236 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -4431281.500000 Penalty: 3482.799072
	Iteration 31Q: 3 clusters Score -4431282 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4431312.500000 Penalty: 3482.799072
	Iteration 32Q: 3 clusters Score -4431312 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4431363.000000 Penalty: 3482.799072
	Iteration 33Q: 3 clusters Score -4431363 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4431433.500000 Penalty: 3482.799072
	Iteration 34Q: 3 clusters Score -4431434 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4431485.000000 Penalty: 3482.799072
	Iteration 35Q: 3 clusters Score -4431485 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4431547.500000 Penalty: 3482.799072
	Iteration 36Q: 3 clusters Score -4431548 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4431597.000000 Penalty: 3482.799072
	Iteration 37Q: 3 clusters Score -4431597 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -4431654.000000 Penalty: 3482.799072
	Iteration 38Q: 3 clusters Score -4431654 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4431695.000000 Penalty: 3482.799072
	Iteration 39Q: 3 clusters Score -4431695 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4431773.000000 Penalty: 3482.799072
	Iteration 40F: 3 clusters Score -4431773 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4431828.000000 Penalty: 3482.799072
	Iteration 41Q: 3 clusters Score -4431828 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4431894.000000 Penalty: 3482.799072
	Iteration 42Q: 3 clusters Score -4431894 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4432000.500000 Penalty: 3482.799072
	Iteration 43Q: 3 clusters Score -4432000 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4432143.500000 Penalty: 3482.799072
	Iteration 44Q: 3 clusters Score -4432144 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4432249.500000 Penalty: 3482.799072
	Iteration 45Q: 3 clusters Score -4432250 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4432343.500000 Penalty: 3482.799072
	Iteration 46Q: 3 clusters Score -4432344 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4432376.000000 Penalty: 3482.799072
	Iteration 47Q: 3 clusters Score -4432376 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4432282.500000 Penalty: 3482.799072
	Iteration 48Q: 3 clusters Score -4432282 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4432129.500000 Penalty: 3482.799072
	Iteration 49Q: 3 clusters Score -4432130 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -4431946.000000 Penalty: 3482.799072
	Iteration 50Q: 3 clusters Score -4431946 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4431727.500000 Penalty: 3482.799072
	Iteration 51Q: 3 clusters Score -4431728 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4431475.000000 Penalty: 3482.799072
	Iteration 52Q: 3 clusters Score -4431475 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4431266.000000 Penalty: 3482.799072
	Iteration 53Q: 3 clusters Score -4431266 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4431040.000000 Penalty: 3482.799072
	Iteration 54Q: 3 clusters Score -4431040 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -4430847.500000 Penalty: 3482.799072
	Iteration 55Q: 3 clusters Score -4430848 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4430672.500000 Penalty: 3482.799072
	Iteration 56Q: 3 clusters Score -4430672 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4430493.500000 Penalty: 3482.799072
	Iteration 57Q: 3 clusters Score -4430494 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -4430358.000000 Penalty: 3482.799072
	Iteration 58Q: 3 clusters Score -4430358 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4430250.500000 Penalty: 3482.799072
	Iteration 59Q: 3 clusters Score -4430250 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4430126.500000 Penalty: 3482.799072
	Iteration 60F: 3 clusters Score -4430126 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -4430006.000000 Penalty: 3482.799072
	Iteration 61Q: 3 clusters Score -4430006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -4429861.500000 Penalty: 3482.799072
	Iteration 62Q: 3 clusters Score -4429862 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4429751.000000 Penalty: 3482.799072
	Iteration 63Q: 3 clusters Score -4429751 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -4429655.500000 Penalty: 3482.799072
	Iteration 64Q: 3 clusters Score -4429656 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4429593.500000 Penalty: 3482.799072
	Iteration 65Q: 3 clusters Score -4429594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -4429502.000000 Penalty: 3482.799072
	Iteration 66Q: 3 clusters Score -4429502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4429437.000000 Penalty: 3482.799072
	Iteration 67Q: 3 clusters Score -4429437 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -4429366.000000 Penalty: 3482.799072
	Iteration 68Q: 3 clusters Score -4429366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -4429320.500000 Penalty: 3482.799072
	Iteration 69Q: 3 clusters Score -4429320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -4429295.000000 Penalty: 3482.799072
	Iteration 70Q: 3 clusters Score -4429295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -4429188.500000 Penalty: 3482.799072
	Iteration 71Q: 3 clusters Score -4429188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4429147.500000 Penalty: 3482.799072
	Iteration 72Q: 3 clusters Score -4429148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4429072.000000 Penalty: 3482.799072
	Iteration 73Q: 3 clusters Score -4429072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -4429023.500000 Penalty: 3482.799072
	Iteration 74Q: 3 clusters Score -4429024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -4429014.500000 Penalty: 3482.799072
	Iteration 75Q: 3 clusters Score -4429014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -4428951.500000 Penalty: 3482.799072
	Iteration 76Q: 3 clusters Score -4428952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4428953.500000 Penalty: 3482.799072
	Iteration 77Q: 3 clusters Score -4428954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -4428924.000000 Penalty: 3482.799072
	Iteration 78Q: 3 clusters Score -4428924 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4428893.500000 Penalty: 3482.799072
	Iteration 79Q: 3 clusters Score -4428894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -4428902.000000 Penalty: 3482.799072
	Iteration 80F: 3 clusters Score -4428902 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -4428878.500000 Penalty: 3482.799072
	Iteration 81Q: 3 clusters Score -4428878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -4428873.500000 Penalty: 3482.799072
	Iteration 82Q: 3 clusters Score -4428874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -4428831.000000 Penalty: 3482.799072
	Iteration 83Q: 3 clusters Score -4428831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -4428792.500000 Penalty: 3482.799072
	Iteration 84Q: 3 clusters Score -4428792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -4428779.000000 Penalty: 3482.799072
	Iteration 85Q: 3 clusters Score -4428779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -4428776.000000 Penalty: 3482.799072
	Iteration 86Q: 3 clusters Score -4428776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4428773.500000 Penalty: 3482.799072
	Iteration 87Q: 3 clusters Score -4428774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -4428753.500000 Penalty: 3482.799072
	Iteration 88Q: 3 clusters Score -4428754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -4428735.500000 Penalty: 3482.799072
	Iteration 89Q: 3 clusters Score -4428736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -4428687.000000 Penalty: 3482.799072
	Iteration 90Q: 3 clusters Score -4428687 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -4428678.500000 Penalty: 3482.799072
	Iteration 91Q: 3 clusters Score -4428678 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -4428643.000000 Penalty: 3482.799072
	Iteration 92Q: 3 clusters Score -4428643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -4428640.000000 Penalty: 3482.799072
	Iteration 93Q: 3 clusters Score -4428640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -4428622.000000 Penalty: 3482.799072
	Iteration 94Q: 3 clusters Score -4428622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -4428573.000000 Penalty: 3482.799072
	Iteration 95Q: 3 clusters Score -4428573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -4428550.000000 Penalty: 3482.799072
	Iteration 96Q: 3 clusters Score -4428550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -4428552.000000 Penalty: 3482.799072
	Iteration 97Q: 3 clusters Score -4428552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -4428574.500000 Penalty: 3482.799072
	Iteration 98Q: 3 clusters Score -4428574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -4428592.500000 Penalty: 3482.799072
	Iteration 99Q: 3 clusters Score -4428592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -4428568.000000 Penalty: 3482.799072
	Iteration 100F: 3 clusters Score -4428568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -4428552.000000 Penalty: 3482.799072
	Iteration 101Q: 3 clusters Score -4428552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -4428543.500000 Penalty: 3482.799072
	Iteration 102Q: 3 clusters Score -4428544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -4428543.500000 Penalty: 3482.799072
	Iteration 103Q: 3 clusters Score -4428544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -4428552.500000 Penalty: 3482.799072
	Iteration 104Q: 3 clusters Score -4428552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -4428522.000000 Penalty: 3482.799072
	Iteration 105Q: 3 clusters Score -4428522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -4428525.000000 Penalty: 3482.799072
	Iteration 106Q: 3 clusters Score -4428525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -4428495.500000 Penalty: 3482.799072
	Iteration 107Q: 3 clusters Score -4428496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -4428471.500000 Penalty: 3482.799072
	Iteration 108Q: 3 clusters Score -4428472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -4428494.500000 Penalty: 3482.799072
	Iteration 109Q: 3 clusters Score -4428494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -4428497.000000 Penalty: 3482.799072
	Iteration 110Q: 3 clusters Score -4428497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -4428492.500000 Penalty: 3482.799072
	Iteration 111Q: 3 clusters Score -4428492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -4428470.500000 Penalty: 3482.799072
	Iteration 112Q: 3 clusters Score -4428470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -4428487.000000 Penalty: 3482.799072
	Iteration 113Q: 3 clusters Score -4428487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -4428476.000000 Penalty: 3482.799072
	Iteration 114Q: 3 clusters Score -4428476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -4428472.500000 Penalty: 3482.799072
	Iteration 115Q: 3 clusters Score -4428472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -4428467.500000 Penalty: 3482.799072
	Iteration 116Q: 3 clusters Score -4428468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -4428486.000000 Penalty: 3482.799072
	Iteration 117Q: 3 clusters Score -4428486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -4428456.500000 Penalty: 3482.799072
	Iteration 118Q: 3 clusters Score -4428456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -4428457.500000 Penalty: 3482.799072
	Iteration 119Q: 3 clusters Score -4428458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -4428451.000000 Penalty: 3482.799072
	Iteration 120F: 3 clusters Score -4428451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -4428439.000000 Penalty: 3482.799072
	Iteration 121Q: 3 clusters Score -4428439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -4428415.000000 Penalty: 3482.799072
	Iteration 122Q: 3 clusters Score -4428415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -4428432.000000 Penalty: 3482.799072
	Iteration 123Q: 3 clusters Score -4428432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -4428409.500000 Penalty: 3482.799072
	Iteration 124Q: 3 clusters Score -4428410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -4428417.500000 Penalty: 3482.799072
	Iteration 125Q: 3 clusters Score -4428418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -4428399.500000 Penalty: 3482.799072
	Iteration 126Q: 3 clusters Score -4428400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -4428402.000000 Penalty: 3482.799072
	Iteration 127Q: 3 clusters Score -4428402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -4428403.500000 Penalty: 3482.799072
	Iteration 128Q: 3 clusters Score -4428404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -4428401.000000 Penalty: 3482.799072
	Iteration 129Q: 3 clusters Score -4428401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -4428403.500000 Penalty: 3482.799072
	Iteration 130Q: 3 clusters Score -4428404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -4428411.000000 Penalty: 3482.799072
	Iteration 131Q: 3 clusters Score -4428411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -4428402.500000 Penalty: 3482.799072
	Iteration 132Q: 3 clusters Score -4428402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -4428418.500000 Penalty: 3482.799072
	Iteration 133Q: 3 clusters Score -4428418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -4428414.000000 Penalty: 3482.799072
	Iteration 134Q: 3 clusters Score -4428414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -4428412.500000 Penalty: 3482.799072
	Iteration 135Q: 3 clusters Score -4428412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -4428416.500000 Penalty: 3482.799072
	Iteration 136Q: 3 clusters Score -4428416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -4428412.500000 Penalty: 3482.799072
	Iteration 137Q: 3 clusters Score -4428412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -4428420.500000 Penalty: 3482.799072
	Iteration 138Q: 3 clusters Score -4428420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -4428407.500000 Penalty: 3482.799072
	Iteration 139Q: 3 clusters Score -4428408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -4428402.500000 Penalty: 3482.799072
	Iteration 140F: 3 clusters Score -4428402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -4428406.500000 Penalty: 3482.799072
	Iteration 141Q: 3 clusters Score -4428406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -4428408.500000 Penalty: 3482.799072
	Iteration 142Q: 3 clusters Score -4428408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -4428398.000000 Penalty: 3482.799072
	Iteration 143Q: 3 clusters Score -4428398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -4428386.000000 Penalty: 3482.799072
	Iteration 144Q: 3 clusters Score -4428386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -4428380.000000 Penalty: 3482.799072
	Iteration 145Q: 3 clusters Score -4428380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -4428379.500000 Penalty: 3482.799072
	Iteration 146Q: 3 clusters Score -4428380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -4428373.000000 Penalty: 3482.799072
	Iteration 147Q: 3 clusters Score -4428373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -4428387.000000 Penalty: 3482.799072
	Iteration 148Q: 3 clusters Score -4428387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -4428405.500000 Penalty: 3482.799072
	Iteration 149Q: 3 clusters Score -4428406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -4428404.000000 Penalty: 3482.799072
	Iteration 150Q: 3 clusters Score -4428404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -4428422.500000 Penalty: 3482.799072
	Iteration 151Q: 3 clusters Score -4428422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -4428418.500000 Penalty: 3482.799072
	Iteration 152Q: 3 clusters Score -4428418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -4428416.500000 Penalty: 3482.799072
	Iteration 153Q: 3 clusters Score -4428416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -4428425.000000 Penalty: 3482.799072
	Iteration 154Q: 3 clusters Score -4428425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -4428417.000000 Penalty: 3482.799072
	Iteration 155Q: 3 clusters Score -4428417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -4428410.000000 Penalty: 3482.799072
	Iteration 156Q: 3 clusters Score -4428410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -4428403.000000 Penalty: 3482.799072
	Iteration 157Q: 3 clusters Score -4428403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -4428411.000000 Penalty: 3482.799072
	Iteration 158Q: 3 clusters Score -4428411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -4428411.000000 Penalty: 3482.799072
	Iteration 159Q: 3 clusters Score -4428411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -4428399.500000 Penalty: 3482.799072
	Iteration 160F: 3 clusters Score -4428400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -4428406.500000 Penalty: 3482.799072
	Iteration 161Q: 3 clusters Score -4428406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -4428407.500000 Penalty: 3482.799072
	Iteration 162Q: 3 clusters Score -4428408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -4428407.500000 Penalty: 3482.799072
	Iteration 163Q: 3 clusters Score -4428408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -4428411.500000 Penalty: 3482.799072
	Iteration 164Q: 3 clusters Score -4428412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -4428422.500000 Penalty: 3482.799072
	Iteration 165Q: 3 clusters Score -4428422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -4428420.000000 Penalty: 3482.799072
	Iteration 166Q: 3 clusters Score -4428420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -4428416.500000 Penalty: 3482.799072
	Iteration 167Q: 3 clusters Score -4428416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -4428412.500000 Penalty: 3482.799072
	Iteration 168Q: 3 clusters Score -4428412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -4428414.500000 Penalty: 3482.799072
	Iteration 169Q: 3 clusters Score -4428414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -4428408.500000 Penalty: 3482.799072
	Iteration 170Q: 3 clusters Score -4428408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -4428407.000000 Penalty: 3482.799072
	Iteration 171Q: 3 clusters Score -4428407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -4428413.000000 Penalty: 3482.799072
	Iteration 172Q: 3 clusters Score -4428413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -4428412.500000 Penalty: 3482.799072
	Iteration 173Q: 3 clusters Score -4428412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -4428410.000000 Penalty: 3482.799072
	Iteration 174Q: 3 clusters Score -4428410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -4428411.500000 Penalty: 3482.799072
	Iteration 175Q: 3 clusters Score -4428412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -4428411.500000 Penalty: 3482.799072
	Iteration 176F: 3 clusters Score -4428412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -450293.125000 Penalty: 1384.983765
	Iteration 0F: 2 clusters Score -450293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -446286.687500 Penalty: 2769.967529
	Iteration 0F: 3 clusters Score -446286.7 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -447346.031250 Penalty: 2769.967529
	Iteration 1F: 3 clusters Score -447346 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -447520.875000 Penalty: 2769.967529
	Iteration 2F: 3 clusters Score -447520.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -447670.968750 Penalty: 2769.967529
	Iteration 3F: 3 clusters Score -447671 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -447796.656250 Penalty: 2769.967529
	Iteration 4Q: 3 clusters Score -447796.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -447925.093750 Penalty: 2769.967529
	Iteration 5Q: 3 clusters Score -447925.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -448042.156250 Penalty: 2769.967529
	Iteration 6Q: 3 clusters Score -448042.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -448156.593750 Penalty: 2769.967529
	Iteration 7Q: 3 clusters Score -448156.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -448266.562500 Penalty: 2769.967529
	Iteration 8Q: 3 clusters Score -448266.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -448402.343750 Penalty: 2769.967529
	Iteration 9Q: 3 clusters Score -448402.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -448561.781250 Penalty: 2769.967529
	Iteration 10Q: 3 clusters Score -448561.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -448716.906250 Penalty: 2769.967529
	Iteration 11Q: 3 clusters Score -448716.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -448822.656250 Penalty: 2769.967529
	Iteration 12Q: 3 clusters Score -448822.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -448907.468750 Penalty: 2769.967529
	Iteration 13Q: 3 clusters Score -448907.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -448976.406250 Penalty: 2769.967529
	Iteration 14Q: 3 clusters Score -448976.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -449036.687500 Penalty: 2769.967529
	Iteration 15Q: 3 clusters Score -449036.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -449075.375000 Penalty: 2769.967529
	Iteration 16Q: 3 clusters Score -449075.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -449107.437500 Penalty: 2769.967529
	Iteration 17Q: 3 clusters Score -449107.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -449133.687500 Penalty: 2769.967529
	Iteration 18Q: 3 clusters Score -449133.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -449152.125000 Penalty: 2769.967529
	Iteration 19Q: 3 clusters Score -449152.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -449164.906250 Penalty: 2769.967529
	Iteration 20F: 3 clusters Score -449164.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -449172.531250 Penalty: 2769.967529
	Iteration 21Q: 3 clusters Score -449172.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -449177.406250 Penalty: 2769.967529
	Iteration 22Q: 3 clusters Score -449177.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -449181.125000 Penalty: 2769.967529
	Iteration 23Q: 3 clusters Score -449181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -449182.531250 Penalty: 2769.967529
	Iteration 24Q: 3 clusters Score -449182.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -449184.500000 Penalty: 2769.967529
	Iteration 25Q: 3 clusters Score -449184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -449186.250000 Penalty: 2769.967529
	Iteration 26Q: 3 clusters Score -449186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -449188.062500 Penalty: 2769.967529
	Iteration 27Q: 3 clusters Score -449188.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -449190.906250 Penalty: 2769.967529
	Iteration 28Q: 3 clusters Score -449190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -449193.468750 Penalty: 2769.967529
	Iteration 29Q: 3 clusters Score -449193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -449195.218750 Penalty: 2769.967529
	Iteration 30Q: 3 clusters Score -449195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -449196.781250 Penalty: 2769.967529
	Iteration 31Q: 3 clusters Score -449196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -449197.656250 Penalty: 2769.967529
	Iteration 32Q: 3 clusters Score -449197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -449199.312500 Penalty: 2769.967529
	Iteration 33Q: 3 clusters Score -449199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -449199.562500 Penalty: 2769.967529
	Iteration 34Q: 3 clusters Score -449199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -449199.250000 Penalty: 2769.967529
	Iteration 35Q: 3 clusters Score -449199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -449199.875000 Penalty: 2769.967529
	Iteration 36Q: 3 clusters Score -449199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -449199.875000 Penalty: 2769.967529
	Iteration 37F: 3 clusters Score -449199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -122079.171875 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -122079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120418.781250 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -120418.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -120838.664062 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -120838.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -121003.070312 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -121003.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -121124.992188 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -121125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121269.218750 Penalty: 2338.192139
	Iteration 4F: 3 clusters Score -121269.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -121406.835938 Penalty: 2338.192139
	Iteration 5F: 3 clusters Score -121406.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121465.015625 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -121465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121492.101562 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -121492.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121508.757812 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -121508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121516.679688 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -121516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121520.250000 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -121520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121525.023438 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -121525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -121527.984375 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -121528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121531.445312 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -121531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121531.445312 Penalty: 2338.192139
	Iteration 14F: 3 clusters Score -121531.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Entering Unmasked Estep 
Score: -3601456.000000 Penalty: 1711.967529
	Iteration 0F: 2 clusters Score -3601456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3576472.250000 Penalty: 3423.935059
	Iteration 0F: 3 clusters Score -3576472 nChanged 17498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3586638.250000 Penalty: 3423.935059
	Iteration 1F: 3 clusters Score -3586638 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3587605.500000 Penalty: 3423.935059
	Iteration 2F: 3 clusters Score -3587606 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3588868.500000 Penalty: 3423.935059
	Iteration 3F: 3 clusters Score -3588868 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3590418.750000 Penalty: 3423.935059
	Iteration 4F: 3 clusters Score -3590419 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3592180.750000 Penalty: 3423.935059
	Iteration 5F: 3 clusters Score -3592181 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3593821.750000 Penalty: 3423.935059
	Iteration 6F: 3 clusters Score -3593822 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3595185.500000 Penalty: 3423.935059
	Iteration 7Q: 3 clusters Score -3595186 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3596191.750000 Penalty: 3423.935059
	Iteration 8Q: 3 clusters Score -3596192 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3596869.000000 Penalty: 3423.935059
	Iteration 9Q: 3 clusters Score -3596869 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3597544.250000 Penalty: 3423.935059
	Iteration 10Q: 3 clusters Score -3597544 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3598241.250000 Penalty: 3423.935059
	Iteration 11Q: 3 clusters Score -3598241 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3598811.000000 Penalty: 3423.935059
	Iteration 12Q: 3 clusters Score -3598811 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3599254.000000 Penalty: 3423.935059
	Iteration 13Q: 3 clusters Score -3599254 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3599549.750000 Penalty: 3423.935059
	Iteration 14Q: 3 clusters Score -3599550 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3599748.250000 Penalty: 3423.935059
	Iteration 15Q: 3 clusters Score -3599748 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3599890.750000 Penalty: 3423.935059
	Iteration 16Q: 3 clusters Score -3599891 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3599965.500000 Penalty: 3423.935059
	Iteration 17Q: 3 clusters Score -3599966 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3600006.250000 Penalty: 3423.935059
	Iteration 18Q: 3 clusters Score -3600006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3600031.250000 Penalty: 3423.935059
	Iteration 19Q: 3 clusters Score -3600031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3600046.000000 Penalty: 3423.935059
	Iteration 20F: 3 clusters Score -3600046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3600069.500000 Penalty: 3423.935059
	Iteration 21Q: 3 clusters Score -3600070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3600082.750000 Penalty: 3423.935059
	Iteration 22Q: 3 clusters Score -3600083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3600094.500000 Penalty: 3423.935059
	Iteration 23Q: 3 clusters Score -3600094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3600105.000000 Penalty: 3423.935059
	Iteration 24Q: 3 clusters Score -3600105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3600114.500000 Penalty: 3423.935059
	Iteration 25Q: 3 clusters Score -3600114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3600115.000000 Penalty: 3423.935059
	Iteration 26Q: 3 clusters Score -3600115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3600121.000000 Penalty: 3423.935059
	Iteration 27Q: 3 clusters Score -3600121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3600123.750000 Penalty: 3423.935059
	Iteration 28Q: 3 clusters Score -3600124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3600130.750000 Penalty: 3423.935059
	Iteration 29Q: 3 clusters Score -3600131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3600134.250000 Penalty: 3423.935059
	Iteration 30Q: 3 clusters Score -3600134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3600136.000000 Penalty: 3423.935059
	Iteration 31Q: 3 clusters Score -3600136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3600131.250000 Penalty: 3423.935059
	Iteration 32Q: 3 clusters Score -3600131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3600133.000000 Penalty: 3423.935059
	Iteration 33Q: 3 clusters Score -3600133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3600133.000000 Penalty: 3423.935059
	Iteration 34Q: 3 clusters Score -3600133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3600134.750000 Penalty: 3423.935059
	Iteration 35Q: 3 clusters Score -3600135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3600131.250000 Penalty: 3423.935059
	Iteration 36Q: 3 clusters Score -3600131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3600131.750000 Penalty: 3423.935059
	Iteration 37Q: 3 clusters Score -3600132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3600134.750000 Penalty: 3423.935059
	Iteration 38Q: 3 clusters Score -3600135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3600133.500000 Penalty: 3423.935059
	Iteration 39Q: 3 clusters Score -3600134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3600134.000000 Penalty: 3423.935059
	Iteration 40F: 3 clusters Score -3600134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3600135.250000 Penalty: 3423.935059
	Iteration 41Q: 3 clusters Score -3600135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3600135.250000 Penalty: 3423.935059
	Iteration 42Q: 3 clusters Score -3600135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3600138.750000 Penalty: 3423.935059
	Iteration 43Q: 3 clusters Score -3600139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3600137.250000 Penalty: 3423.935059
	Iteration 44Q: 3 clusters Score -3600137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3600137.250000 Penalty: 3423.935059
	Iteration 45F: 3 clusters Score -3600137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Entering Unmasked Estep 
Score: -1720029.750000 Penalty: 1586.761230
	Iteration 0F: 2 clusters Score -1720030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1708191.375000 Penalty: 3173.522461
	Iteration 0F: 3 clusters Score -1708191 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1712334.500000 Penalty: 3173.522461
	Iteration 1F: 3 clusters Score -1712334 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1712598.625000 Penalty: 3173.522461
	Iteration 2Q: 3 clusters Score -1712599 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1712811.500000 Penalty: 3173.522461
	Iteration 3Q: 3 clusters Score -1712812 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1713000.250000 Penalty: 3173.522461
	Iteration 4Q: 3 clusters Score -1713000 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1713157.000000 Penalty: 3173.522461
	Iteration 5Q: 3 clusters Score -1713157 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1713292.250000 Penalty: 3173.522461
	Iteration 6Q: 3 clusters Score -1713292 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1713427.750000 Penalty: 3173.522461
	Iteration 7Q: 3 clusters Score -1713428 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1713547.625000 Penalty: 3173.522461
	Iteration 8Q: 3 clusters Score -1713548 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1713668.750000 Penalty: 3173.522461
	Iteration 9Q: 3 clusters Score -1713669 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1713778.250000 Penalty: 3173.522461
	Iteration 10Q: 3 clusters Score -1713778 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1713885.875000 Penalty: 3173.522461
	Iteration 11Q: 3 clusters Score -1713886 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1713995.750000 Penalty: 3173.522461
	Iteration 12Q: 3 clusters Score -1713996 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1714104.875000 Penalty: 3173.522461
	Iteration 13Q: 3 clusters Score -1714105 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1714231.125000 Penalty: 3173.522461
	Iteration 14Q: 3 clusters Score -1714231 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1714343.875000 Penalty: 3173.522461
	Iteration 15Q: 3 clusters Score -1714344 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1714467.250000 Penalty: 3173.522461
	Iteration 16Q: 3 clusters Score -1714467 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1714608.875000 Penalty: 3173.522461
	Iteration 17Q: 3 clusters Score -1714609 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1714736.250000 Penalty: 3173.522461
	Iteration 18Q: 3 clusters Score -1714736 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1714858.500000 Penalty: 3173.522461
	Iteration 19Q: 3 clusters Score -1714858 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1714997.500000 Penalty: 3173.522461
	Iteration 20F: 3 clusters Score -1714998 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1715139.500000 Penalty: 3173.522461
	Iteration 21Q: 3 clusters Score -1715140 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1715305.375000 Penalty: 3173.522461
	Iteration 22Q: 3 clusters Score -1715305 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1715502.000000 Penalty: 3173.522461
	Iteration 23Q: 3 clusters Score -1715502 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1715753.500000 Penalty: 3173.522461
	Iteration 24Q: 3 clusters Score -1715754 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1716087.875000 Penalty: 3173.522461
	Iteration 25Q: 3 clusters Score -1716088 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1716470.375000 Penalty: 3173.522461
	Iteration 26Q: 3 clusters Score -1716470 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1716888.500000 Penalty: 3173.522461
	Iteration 27Q: 3 clusters Score -1716888 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1717301.375000 Penalty: 3173.522461
	Iteration 28Q: 3 clusters Score -1717301 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1717586.875000 Penalty: 3173.522461
	Iteration 29Q: 3 clusters Score -1717587 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1717791.125000 Penalty: 3173.522461
	Iteration 30Q: 3 clusters Score -1717791 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1717935.875000 Penalty: 3173.522461
	Iteration 31Q: 3 clusters Score -1717936 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1718058.875000 Penalty: 3173.522461
	Iteration 32Q: 3 clusters Score -1718059 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1718149.250000 Penalty: 3173.522461
	Iteration 33Q: 3 clusters Score -1718149 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1718220.250000 Penalty: 3173.522461
	Iteration 34Q: 3 clusters Score -1718220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1718279.750000 Penalty: 3173.522461
	Iteration 35Q: 3 clusters Score -1718280 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1718337.125000 Penalty: 3173.522461
	Iteration 36Q: 3 clusters Score -1718337 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1718389.625000 Penalty: 3173.522461
	Iteration 37Q: 3 clusters Score -1718390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1718437.750000 Penalty: 3173.522461
	Iteration 38Q: 3 clusters Score -1718438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1718483.750000 Penalty: 3173.522461
	Iteration 39Q: 3 clusters Score -1718484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1718511.250000 Penalty: 3173.522461
	Iteration 40F: 3 clusters Score -1718511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1718543.625000 Penalty: 3173.522461
	Iteration 41Q: 3 clusters Score -1718544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1718560.500000 Penalty: 3173.522461
	Iteration 42Q: 3 clusters Score -1718560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1718582.625000 Penalty: 3173.522461
	Iteration 43Q: 3 clusters Score -1718583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1718591.125000 Penalty: 3173.522461
	Iteration 44Q: 3 clusters Score -1718591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1718594.375000 Penalty: 3173.522461
	Iteration 45Q: 3 clusters Score -1718594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1718603.250000 Penalty: 3173.522461
	Iteration 46Q: 3 clusters Score -1718603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1718604.125000 Penalty: 3173.522461
	Iteration 47Q: 3 clusters Score -1718604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1718605.875000 Penalty: 3173.522461
	Iteration 48Q: 3 clusters Score -1718606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1718606.000000 Penalty: 3173.522461
	Iteration 49Q: 3 clusters Score -1718606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1718608.875000 Penalty: 3173.522461
	Iteration 50Q: 3 clusters Score -1718609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1718608.875000 Penalty: 3173.522461
	Iteration 51F: 3 clusters Score -1718609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Entering Unmasked Estep 
Score: -804567.562500 Penalty: 1468.193115
	Iteration 0F: 2 clusters Score -804567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -798432.375000 Penalty: 2936.386230
	Iteration 0F: 3 clusters Score -798432.4 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -800394.562500 Penalty: 2936.386230
	Iteration 1F: 3 clusters Score -800394.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -800746.312500 Penalty: 2936.386230
	Iteration 2F: 3 clusters Score -800746.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -801032.000000 Penalty: 2936.386230
	Iteration 3F: 3 clusters Score -801032 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -801319.187500 Penalty: 2936.386230
	Iteration 4F: 3 clusters Score -801319.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -801619.437500 Penalty: 2936.386230
	Iteration 5F: 3 clusters Score -801619.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -801951.437500 Penalty: 2936.386230
	Iteration 6F: 3 clusters Score -801951.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -802346.062500 Penalty: 2936.386230
	Iteration 7F: 3 clusters Score -802346.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -802809.250000 Penalty: 2936.386230
	Iteration 8F: 3 clusters Score -802809.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -803242.375000 Penalty: 2936.386230
	Iteration 9Q: 3 clusters Score -803242.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -803554.125000 Penalty: 2936.386230
	Iteration 10Q: 3 clusters Score -803554.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -803696.625000 Penalty: 2936.386230
	Iteration 11Q: 3 clusters Score -803696.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -803772.000000 Penalty: 2936.386230
	Iteration 12Q: 3 clusters Score -803772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -803809.500000 Penalty: 2936.386230
	Iteration 13Q: 3 clusters Score -803809.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -803825.312500 Penalty: 2936.386230
	Iteration 14Q: 3 clusters Score -803825.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -803833.625000 Penalty: 2936.386230
	Iteration 15Q: 3 clusters Score -803833.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -803835.375000 Penalty: 2936.386230
	Iteration 16Q: 3 clusters Score -803835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -803838.437500 Penalty: 2936.386230
	Iteration 17Q: 3 clusters Score -803838.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -803841.062500 Penalty: 2936.386230
	Iteration 18Q: 3 clusters Score -803841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -803841.937500 Penalty: 2936.386230
	Iteration 19Q: 3 clusters Score -803841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -803843.000000 Penalty: 2936.386230
	Iteration 20F: 3 clusters Score -803843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -803841.437500 Penalty: 2936.386230
	Iteration 21Q: 3 clusters Score -803841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -803841.937500 Penalty: 2936.386230
	Iteration 22Q: 3 clusters Score -803841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -803842.375000 Penalty: 2936.386230
	Iteration 23Q: 3 clusters Score -803842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -803843.437500 Penalty: 2936.386230
	Iteration 24Q: 3 clusters Score -803843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -803845.875000 Penalty: 2936.386230
	Iteration 25Q: 3 clusters Score -803845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -803846.062500 Penalty: 2936.386230
	Iteration 26Q: 3 clusters Score -803846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -803846.750000 Penalty: 2936.386230
	Iteration 27Q: 3 clusters Score -803846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -803846.500000 Penalty: 2936.386230
	Iteration 28Q: 3 clusters Score -803846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -803846.500000 Penalty: 2936.386230
	Iteration 29F: 3 clusters Score -803846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Entering Unmasked Estep 
Score: -1831364.125000 Penalty: 1607.322021
	Iteration 0F: 2 clusters Score -1831364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1817836.625000 Penalty: 3214.644043
	Iteration 0F: 3 clusters Score -1817837 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1822729.250000 Penalty: 3214.644043
	Iteration 1F: 3 clusters Score -1822729 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1823102.625000 Penalty: 3214.644043
	Iteration 2F: 3 clusters Score -1823103 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1823479.250000 Penalty: 3214.644043
	Iteration 3Q: 3 clusters Score -1823479 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1823829.250000 Penalty: 3214.644043
	Iteration 4Q: 3 clusters Score -1823829 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1824216.875000 Penalty: 3214.644043
	Iteration 5Q: 3 clusters Score -1824217 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1824680.125000 Penalty: 3214.644043
	Iteration 6Q: 3 clusters Score -1824680 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1825319.125000 Penalty: 3214.644043
	Iteration 7F: 3 clusters Score -1825319 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1826119.750000 Penalty: 3214.644043
	Iteration 8F: 3 clusters Score -1826120 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1827081.250000 Penalty: 3214.644043
	Iteration 9F: 3 clusters Score -1827081 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1828031.250000 Penalty: 3214.644043
	Iteration 10F: 3 clusters Score -1828031 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1828788.500000 Penalty: 3214.644043
	Iteration 11Q: 3 clusters Score -1828788 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1829320.625000 Penalty: 3214.644043
	Iteration 12Q: 3 clusters Score -1829321 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1829630.125000 Penalty: 3214.644043
	Iteration 13Q: 3 clusters Score -1829630 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1829793.000000 Penalty: 3214.644043
	Iteration 14Q: 3 clusters Score -1829793 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1829887.500000 Penalty: 3214.644043
	Iteration 15Q: 3 clusters Score -1829888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1829933.750000 Penalty: 3214.644043
	Iteration 16Q: 3 clusters Score -1829934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1829978.000000 Penalty: 3214.644043
	Iteration 17Q: 3 clusters Score -1829978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1830006.625000 Penalty: 3214.644043
	Iteration 18Q: 3 clusters Score -1830007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1830036.750000 Penalty: 3214.644043
	Iteration 19Q: 3 clusters Score -1830037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1830062.000000 Penalty: 3214.644043
	Iteration 20F: 3 clusters Score -1830062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1830081.875000 Penalty: 3214.644043
	Iteration 21Q: 3 clusters Score -1830082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1830097.500000 Penalty: 3214.644043
	Iteration 22Q: 3 clusters Score -1830098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1830117.625000 Penalty: 3214.644043
	Iteration 23Q: 3 clusters Score -1830118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1830128.125000 Penalty: 3214.644043
	Iteration 24Q: 3 clusters Score -1830128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1830132.250000 Penalty: 3214.644043
	Iteration 25Q: 3 clusters Score -1830132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1830134.250000 Penalty: 3214.644043
	Iteration 26Q: 3 clusters Score -1830134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1830141.625000 Penalty: 3214.644043
	Iteration 27Q: 3 clusters Score -1830142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1830143.375000 Penalty: 3214.644043
	Iteration 28Q: 3 clusters Score -1830143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1830145.500000 Penalty: 3214.644043
	Iteration 29Q: 3 clusters Score -1830146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1830144.750000 Penalty: 3214.644043
	Iteration 30Q: 3 clusters Score -1830145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1830144.750000 Penalty: 3214.644043
	Iteration 31F: 3 clusters Score -1830145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76135.101562 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76135.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76335.781250 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76335.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76406.484375 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -76406.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76433.273438 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76433.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76448.320312 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76448.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -76451.132812 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76451.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76454.062500 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76454.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76455.125000 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76455.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76457.281250 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76457.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76458.492188 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -76458.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76461.992188 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -76461.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76462.710938 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -76462.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -76464.203125 Penalty: 2196.002930
	Iteration 12Q: 3 clusters Score -76464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -76466.859375 Penalty: 2196.002930
	Iteration 13Q: 3 clusters Score -76466.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76467.265625 Penalty: 2196.002930
	Iteration 14Q: 3 clusters Score -76467.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76467.265625 Penalty: 2196.002930
	Iteration 15F: 3 clusters Score -76467.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Entering Unmasked Estep 
Score: -1286338.500000 Penalty: 1542.899658
	Iteration 0F: 2 clusters Score -1286338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1277041.750000 Penalty: 3085.799316
	Iteration 0F: 3 clusters Score -1277042 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1280208.750000 Penalty: 3085.799316
	Iteration 1F: 3 clusters Score -1280209 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1280491.750000 Penalty: 3085.799316
	Iteration 2F: 3 clusters Score -1280492 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1280711.000000 Penalty: 3085.799316
	Iteration 3Q: 3 clusters Score -1280711 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1280897.375000 Penalty: 3085.799316
	Iteration 4Q: 3 clusters Score -1280897 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1281049.875000 Penalty: 3085.799316
	Iteration 5Q: 3 clusters Score -1281050 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1281229.875000 Penalty: 3085.799316
	Iteration 6Q: 3 clusters Score -1281230 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1281436.250000 Penalty: 3085.799316
	Iteration 7Q: 3 clusters Score -1281436 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1281643.875000 Penalty: 3085.799316
	Iteration 8Q: 3 clusters Score -1281644 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1281867.750000 Penalty: 3085.799316
	Iteration 9Q: 3 clusters Score -1281868 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1282100.000000 Penalty: 3085.799316
	Iteration 10Q: 3 clusters Score -1282100 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1282341.000000 Penalty: 3085.799316
	Iteration 11Q: 3 clusters Score -1282341 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1282602.000000 Penalty: 3085.799316
	Iteration 12Q: 3 clusters Score -1282602 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1282842.250000 Penalty: 3085.799316
	Iteration 13Q: 3 clusters Score -1282842 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1283047.125000 Penalty: 3085.799316
	Iteration 14Q: 3 clusters Score -1283047 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1283199.375000 Penalty: 3085.799316
	Iteration 15Q: 3 clusters Score -1283199 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1283296.375000 Penalty: 3085.799316
	Iteration 16Q: 3 clusters Score -1283296 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1283369.000000 Penalty: 3085.799316
	Iteration 17Q: 3 clusters Score -1283369 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1283416.375000 Penalty: 3085.799316
	Iteration 18Q: 3 clusters Score -1283416 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1283458.250000 Penalty: 3085.799316
	Iteration 19Q: 3 clusters Score -1283458 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1283488.000000 Penalty: 3085.799316
	Iteration 20F: 3 clusters Score -1283488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1283504.125000 Penalty: 3085.799316
	Iteration 21Q: 3 clusters Score -1283504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1283524.250000 Penalty: 3085.799316
	Iteration 22Q: 3 clusters Score -1283524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1283544.375000 Penalty: 3085.799316
	Iteration 23Q: 3 clusters Score -1283544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1283560.125000 Penalty: 3085.799316
	Iteration 24Q: 3 clusters Score -1283560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1283575.125000 Penalty: 3085.799316
	Iteration 25Q: 3 clusters Score -1283575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1283590.500000 Penalty: 3085.799316
	Iteration 26Q: 3 clusters Score -1283590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1283597.625000 Penalty: 3085.799316
	Iteration 27Q: 3 clusters Score -1283598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1283609.125000 Penalty: 3085.799316
	Iteration 28Q: 3 clusters Score -1283609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1283625.625000 Penalty: 3085.799316
	Iteration 29Q: 3 clusters Score -1283626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1283630.500000 Penalty: 3085.799316
	Iteration 30Q: 3 clusters Score -1283630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1283645.750000 Penalty: 3085.799316
	Iteration 31Q: 3 clusters Score -1283646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1283652.875000 Penalty: 3085.799316
	Iteration 32Q: 3 clusters Score -1283653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1283672.250000 Penalty: 3085.799316
	Iteration 33Q: 3 clusters Score -1283672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1283689.750000 Penalty: 3085.799316
	Iteration 34Q: 3 clusters Score -1283690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1283704.375000 Penalty: 3085.799316
	Iteration 35Q: 3 clusters Score -1283704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1283721.875000 Penalty: 3085.799316
	Iteration 36Q: 3 clusters Score -1283722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1283742.375000 Penalty: 3085.799316
	Iteration 37Q: 3 clusters Score -1283742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1283763.250000 Penalty: 3085.799316
	Iteration 38Q: 3 clusters Score -1283763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1283782.375000 Penalty: 3085.799316
	Iteration 39Q: 3 clusters Score -1283782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1283793.500000 Penalty: 3085.799316
	Iteration 40F: 3 clusters Score -1283794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1283816.125000 Penalty: 3085.799316
	Iteration 41Q: 3 clusters Score -1283816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1283834.750000 Penalty: 3085.799316
	Iteration 42Q: 3 clusters Score -1283835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1283852.625000 Penalty: 3085.799316
	Iteration 43Q: 3 clusters Score -1283853 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1283874.750000 Penalty: 3085.799316
	Iteration 44Q: 3 clusters Score -1283875 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1283898.625000 Penalty: 3085.799316
	Iteration 45Q: 3 clusters Score -1283899 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1283924.875000 Penalty: 3085.799316
	Iteration 46Q: 3 clusters Score -1283925 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1283950.250000 Penalty: 3085.799316
	Iteration 47Q: 3 clusters Score -1283950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1283977.875000 Penalty: 3085.799316
	Iteration 48Q: 3 clusters Score -1283978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1284003.250000 Penalty: 3085.799316
	Iteration 49Q: 3 clusters Score -1284003 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1284026.375000 Penalty: 3085.799316
	Iteration 50Q: 3 clusters Score -1284026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1284045.625000 Penalty: 3085.799316
	Iteration 51Q: 3 clusters Score -1284046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1284067.125000 Penalty: 3085.799316
	Iteration 52Q: 3 clusters Score -1284067 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1284086.875000 Penalty: 3085.799316
	Iteration 53Q: 3 clusters Score -1284087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1284105.375000 Penalty: 3085.799316
	Iteration 54Q: 3 clusters Score -1284105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1284124.750000 Penalty: 3085.799316
	Iteration 55Q: 3 clusters Score -1284125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1284142.875000 Penalty: 3085.799316
	Iteration 56Q: 3 clusters Score -1284143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1284153.750000 Penalty: 3085.799316
	Iteration 57Q: 3 clusters Score -1284154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1284169.750000 Penalty: 3085.799316
	Iteration 58Q: 3 clusters Score -1284170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1284185.500000 Penalty: 3085.799316
	Iteration 59Q: 3 clusters Score -1284186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1284203.875000 Penalty: 3085.799316
	Iteration 60F: 3 clusters Score -1284204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1284219.750000 Penalty: 3085.799316
	Iteration 61Q: 3 clusters Score -1284220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1284237.125000 Penalty: 3085.799316
	Iteration 62Q: 3 clusters Score -1284237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1284251.250000 Penalty: 3085.799316
	Iteration 63Q: 3 clusters Score -1284251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1284269.375000 Penalty: 3085.799316
	Iteration 64Q: 3 clusters Score -1284269 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1284287.125000 Penalty: 3085.799316
	Iteration 65Q: 3 clusters Score -1284287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1284309.875000 Penalty: 3085.799316
	Iteration 66Q: 3 clusters Score -1284310 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1284335.625000 Penalty: 3085.799316
	Iteration 67Q: 3 clusters Score -1284336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1284351.000000 Penalty: 3085.799316
	Iteration 68Q: 3 clusters Score -1284351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1284372.875000 Penalty: 3085.799316
	Iteration 69Q: 3 clusters Score -1284373 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1284391.000000 Penalty: 3085.799316
	Iteration 70Q: 3 clusters Score -1284391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1284407.125000 Penalty: 3085.799316
	Iteration 71Q: 3 clusters Score -1284407 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1284433.625000 Penalty: 3085.799316
	Iteration 72Q: 3 clusters Score -1284434 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1284452.875000 Penalty: 3085.799316
	Iteration 73Q: 3 clusters Score -1284453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1284476.000000 Penalty: 3085.799316
	Iteration 74Q: 3 clusters Score -1284476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1284493.125000 Penalty: 3085.799316
	Iteration 75Q: 3 clusters Score -1284493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1284512.000000 Penalty: 3085.799316
	Iteration 76Q: 3 clusters Score -1284512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1284528.625000 Penalty: 3085.799316
	Iteration 77Q: 3 clusters Score -1284529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1284538.750000 Penalty: 3085.799316
	Iteration 78Q: 3 clusters Score -1284539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1284559.125000 Penalty: 3085.799316
	Iteration 79Q: 3 clusters Score -1284559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1284571.875000 Penalty: 3085.799316
	Iteration 80F: 3 clusters Score -1284572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1284592.000000 Penalty: 3085.799316
	Iteration 81Q: 3 clusters Score -1284592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1284613.625000 Penalty: 3085.799316
	Iteration 82Q: 3 clusters Score -1284614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1284637.125000 Penalty: 3085.799316
	Iteration 83Q: 3 clusters Score -1284637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1284669.125000 Penalty: 3085.799316
	Iteration 84Q: 3 clusters Score -1284669 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1284718.250000 Penalty: 3085.799316
	Iteration 85Q: 3 clusters Score -1284718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1284759.750000 Penalty: 3085.799316
	Iteration 86Q: 3 clusters Score -1284760 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1284793.125000 Penalty: 3085.799316
	Iteration 87Q: 3 clusters Score -1284793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1284821.625000 Penalty: 3085.799316
	Iteration 88Q: 3 clusters Score -1284822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1284840.500000 Penalty: 3085.799316
	Iteration 89Q: 3 clusters Score -1284840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1284853.125000 Penalty: 3085.799316
	Iteration 90Q: 3 clusters Score -1284853 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1284862.250000 Penalty: 3085.799316
	Iteration 91Q: 3 clusters Score -1284862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1284878.750000 Penalty: 3085.799316
	Iteration 92Q: 3 clusters Score -1284879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1284882.875000 Penalty: 3085.799316
	Iteration 93Q: 3 clusters Score -1284883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1284902.500000 Penalty: 3085.799316
	Iteration 94Q: 3 clusters Score -1284902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1284913.000000 Penalty: 3085.799316
	Iteration 95Q: 3 clusters Score -1284913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1284919.875000 Penalty: 3085.799316
	Iteration 96Q: 3 clusters Score -1284920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1284926.000000 Penalty: 3085.799316
	Iteration 97Q: 3 clusters Score -1284926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1284931.875000 Penalty: 3085.799316
	Iteration 98Q: 3 clusters Score -1284932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1284936.375000 Penalty: 3085.799316
	Iteration 99Q: 3 clusters Score -1284936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1284940.875000 Penalty: 3085.799316
	Iteration 100F: 3 clusters Score -1284941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1284950.625000 Penalty: 3085.799316
	Iteration 101Q: 3 clusters Score -1284951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1284951.250000 Penalty: 3085.799316
	Iteration 102Q: 3 clusters Score -1284951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1284960.125000 Penalty: 3085.799316
	Iteration 103Q: 3 clusters Score -1284960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1284963.000000 Penalty: 3085.799316
	Iteration 104Q: 3 clusters Score -1284963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1284967.250000 Penalty: 3085.799316
	Iteration 105Q: 3 clusters Score -1284967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1284969.625000 Penalty: 3085.799316
	Iteration 106Q: 3 clusters Score -1284970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1284970.250000 Penalty: 3085.799316
	Iteration 107Q: 3 clusters Score -1284970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1284974.375000 Penalty: 3085.799316
	Iteration 108Q: 3 clusters Score -1284974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1284973.000000 Penalty: 3085.799316
	Iteration 109Q: 3 clusters Score -1284973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1284973.000000 Penalty: 3085.799316
	Iteration 110F: 3 clusters Score -1284973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Entering Unmasked Estep 
Score: -796470.750000 Penalty: 1483.219116
	Iteration 0F: 2 clusters Score -796470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -789800.000000 Penalty: 2966.438232
	Iteration 0F: 3 clusters Score -789800 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -792108.437500 Penalty: 2966.438232
	Iteration 1F: 3 clusters Score -792108.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -792430.750000 Penalty: 2966.438232
	Iteration 2F: 3 clusters Score -792430.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -792700.250000 Penalty: 2966.438232
	Iteration 3F: 3 clusters Score -792700.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -792945.687500 Penalty: 2966.438232
	Iteration 4Q: 3 clusters Score -792945.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -793204.562500 Penalty: 2966.438232
	Iteration 5Q: 3 clusters Score -793204.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -793469.187500 Penalty: 2966.438232
	Iteration 6Q: 3 clusters Score -793469.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -793705.125000 Penalty: 2966.438232
	Iteration 7Q: 3 clusters Score -793705.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -793902.125000 Penalty: 2966.438232
	Iteration 8Q: 3 clusters Score -793902.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -794124.437500 Penalty: 2966.438232
	Iteration 9Q: 3 clusters Score -794124.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -794353.312500 Penalty: 2966.438232
	Iteration 10Q: 3 clusters Score -794353.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -794547.250000 Penalty: 2966.438232
	Iteration 11Q: 3 clusters Score -794547.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -794721.937500 Penalty: 2966.438232
	Iteration 12Q: 3 clusters Score -794721.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -794892.625000 Penalty: 2966.438232
	Iteration 13Q: 3 clusters Score -794892.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -795058.250000 Penalty: 2966.438232
	Iteration 14Q: 3 clusters Score -795058.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -795179.437500 Penalty: 2966.438232
	Iteration 15Q: 3 clusters Score -795179.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -795281.312500 Penalty: 2966.438232
	Iteration 16Q: 3 clusters Score -795281.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -795361.625000 Penalty: 2966.438232
	Iteration 17Q: 3 clusters Score -795361.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -795433.187500 Penalty: 2966.438232
	Iteration 18Q: 3 clusters Score -795433.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -795492.562500 Penalty: 2966.438232
	Iteration 19Q: 3 clusters Score -795492.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -795526.937500 Penalty: 2966.438232
	Iteration 20F: 3 clusters Score -795526.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -795554.437500 Penalty: 2966.438232
	Iteration 21Q: 3 clusters Score -795554.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -795571.250000 Penalty: 2966.438232
	Iteration 22Q: 3 clusters Score -795571.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -795585.437500 Penalty: 2966.438232
	Iteration 23Q: 3 clusters Score -795585.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -795591.375000 Penalty: 2966.438232
	Iteration 24Q: 3 clusters Score -795591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -795600.375000 Penalty: 2966.438232
	Iteration 25Q: 3 clusters Score -795600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -795608.687500 Penalty: 2966.438232
	Iteration 26Q: 3 clusters Score -795608.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -795613.687500 Penalty: 2966.438232
	Iteration 27Q: 3 clusters Score -795613.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -795619.937500 Penalty: 2966.438232
	Iteration 28Q: 3 clusters Score -795619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -795621.750000 Penalty: 2966.438232
	Iteration 29Q: 3 clusters Score -795621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -795625.562500 Penalty: 2966.438232
	Iteration 30Q: 3 clusters Score -795625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -795626.125000 Penalty: 2966.438232
	Iteration 31Q: 3 clusters Score -795626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -795630.750000 Penalty: 2966.438232
	Iteration 32Q: 3 clusters Score -795630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -795633.625000 Penalty: 2966.438232
	Iteration 33Q: 3 clusters Score -795633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -795636.375000 Penalty: 2966.438232
	Iteration 34Q: 3 clusters Score -795636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -795636.250000 Penalty: 2966.438232
	Iteration 35Q: 3 clusters Score -795636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -795636.312500 Penalty: 2966.438232
	Iteration 36Q: 3 clusters Score -795636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -795638.812500 Penalty: 2966.438232
	Iteration 37Q: 3 clusters Score -795638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -795637.687500 Penalty: 2966.438232
	Iteration 38Q: 3 clusters Score -795637.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -795637.687500 Penalty: 2966.438232
	Iteration 39F: 3 clusters Score -795637.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -159784.281250 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -159784.3 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 847 members 
Entering Unmasked Estep 
Score: -157815.531250 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -157815.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -158222.640625 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -158222.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -158384.031250 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -158384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -158470.140625 Penalty: 2430.588867
	Iteration 3Q: 3 clusters Score -158470.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -158537.953125 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -158538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -158590.781250 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -158590.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158627.406250 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -158627.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158668.484375 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -158668.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -158705.578125 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -158705.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158732.171875 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -158732.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158764.093750 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -158764.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158814.640625 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -158814.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158869.703125 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -158869.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158914.984375 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -158915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -158940.187500 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -158940.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158957.578125 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -158957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158968.484375 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -158968.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -158976.296875 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -158976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -158980.890625 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -158980.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -158985.218750 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -158985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -158987.125000 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -158987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -158990.546875 Penalty: 2430.588867
	Iteration 21Q: 3 clusters Score -158990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -158994.796875 Penalty: 2430.588867
	Iteration 22Q: 3 clusters Score -158994.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -158998.812500 Penalty: 2430.588867
	Iteration 23Q: 3 clusters Score -158998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -159004.500000 Penalty: 2430.588867
	Iteration 24Q: 3 clusters Score -159004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -159008.218750 Penalty: 2430.588867
	Iteration 25Q: 3 clusters Score -159008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -159011.984375 Penalty: 2430.588867
	Iteration 26Q: 3 clusters Score -159012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -159015.171875 Penalty: 2430.588867
	Iteration 27Q: 3 clusters Score -159015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -159028.781250 Penalty: 2430.588867
	Iteration 28Q: 3 clusters Score -159028.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -159036.765625 Penalty: 2430.588867
	Iteration 29Q: 3 clusters Score -159036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -159040.375000 Penalty: 2430.588867
	Iteration 30Q: 3 clusters Score -159040.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -159046.609375 Penalty: 2430.588867
	Iteration 31Q: 3 clusters Score -159046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -159055.546875 Penalty: 2430.588867
	Iteration 32Q: 3 clusters Score -159055.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -159059.515625 Penalty: 2430.588867
	Iteration 33Q: 3 clusters Score -159059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -159061.375000 Penalty: 2430.588867
	Iteration 34Q: 3 clusters Score -159061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -159061.796875 Penalty: 2430.588867
	Iteration 35Q: 3 clusters Score -159061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -159061.796875 Penalty: 2430.588867
	Iteration 36F: 3 clusters Score -159061.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -220486.937500 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -220486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -218078.187500 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -218078.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -218699.937500 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -218699.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -218951.015625 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -218951 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -219193.156250 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -219193.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -219403.203125 Penalty: 2552.926025
	Iteration 4F: 3 clusters Score -219403.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -219571.796875 Penalty: 2552.926025
	Iteration 5F: 3 clusters Score -219571.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -219747.015625 Penalty: 2552.926025
	Iteration 6F: 3 clusters Score -219747 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -219893.859375 Penalty: 2552.926025
	Iteration 7F: 3 clusters Score -219893.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -220027.531250 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -220027.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -220139.421875 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -220139.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -220252.843750 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -220252.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -220347.359375 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -220347.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -220420.031250 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -220420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -220457.125000 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -220457.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -220479.046875 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -220479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -220490.093750 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -220490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -220495.468750 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -220495.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -220500.656250 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -220500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -220503.984375 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -220504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -220505.437500 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -220505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -220507.515625 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -220507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -220510.281250 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -220510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -220510.828125 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -220510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -220510.828125 Penalty: 2552.926025
	Iteration 23F: 3 clusters Score -220510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 3591 members 
Mstep: Class 3 contains 38178 members 
Mstep: Class 4 contains 40772 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45085 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37616 members 
Mstep: Class 11 contains 17408 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 9205 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 685 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 15940 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20579 members 
Mstep: Class 30 contains 22719 members 
Mstep: Class 31 contains 4788 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19112 members 
Mstep: Class 42 contains 7873 members 
Mstep: Class 43 contains 45805 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5101 members 
Mstep: Class 48 contains 1894 members 
Entering Unmasked Estep 
Score: -49774468.000000 Penalty: 103005.007812
Splitting cluster 18 changes total score from -49777368.000000 to -49774468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -418764.281250 Penalty: 1365.253174
	Iteration 0F: 2 clusters Score -418764.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -415176.500000 Penalty: 2730.506348
	Iteration 0F: 3 clusters Score -415176.5 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -416119.625000 Penalty: 2730.506348
	Iteration 1F: 3 clusters Score -416119.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -416311.187500 Penalty: 2730.506348
	Iteration 2F: 3 clusters Score -416311.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -416481.500000 Penalty: 2730.506348
	Iteration 3F: 3 clusters Score -416481.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -416661.875000 Penalty: 2730.506348
	Iteration 4F: 3 clusters Score -416661.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -416824.625000 Penalty: 2730.506348
	Iteration 5F: 3 clusters Score -416824.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -416984.437500 Penalty: 2730.506348
	Iteration 6Q: 3 clusters Score -416984.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -417148.281250 Penalty: 2730.506348
	Iteration 7Q: 3 clusters Score -417148.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -417318.562500 Penalty: 2730.506348
	Iteration 8Q: 3 clusters Score -417318.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -417470.812500 Penalty: 2730.506348
	Iteration 9Q: 3 clusters Score -417470.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -417607.718750 Penalty: 2730.506348
	Iteration 10Q: 3 clusters Score -417607.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -417711.343750 Penalty: 2730.506348
	Iteration 11Q: 3 clusters Score -417711.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -417784.968750 Penalty: 2730.506348
	Iteration 12Q: 3 clusters Score -417785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -417846.906250 Penalty: 2730.506348
	Iteration 13Q: 3 clusters Score -417846.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -417883.812500 Penalty: 2730.506348
	Iteration 14Q: 3 clusters Score -417883.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -417909.843750 Penalty: 2730.506348
	Iteration 15Q: 3 clusters Score -417909.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -417929.312500 Penalty: 2730.506348
	Iteration 16Q: 3 clusters Score -417929.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -417943.250000 Penalty: 2730.506348
	Iteration 17Q: 3 clusters Score -417943.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -417955.656250 Penalty: 2730.506348
	Iteration 18Q: 3 clusters Score -417955.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -417961.312500 Penalty: 2730.506348
	Iteration 19Q: 3 clusters Score -417961.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -417964.750000 Penalty: 2730.506348
	Iteration 20F: 3 clusters Score -417964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -417965.531250 Penalty: 2730.506348
	Iteration 21Q: 3 clusters Score -417965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -417967.218750 Penalty: 2730.506348
	Iteration 22Q: 3 clusters Score -417967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -417967.000000 Penalty: 2730.506348
	Iteration 23Q: 3 clusters Score -417967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -417967.000000 Penalty: 2730.506348
	Iteration 24F: 3 clusters Score -417967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Entering Unmasked Estep 
Score: -3925936.500000 Penalty: 1725.624512
	Iteration 0F: 2 clusters Score -3925936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3901219.250000 Penalty: 3451.249023
	Iteration 0F: 3 clusters Score -3901219 nChanged 19053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3912082.250000 Penalty: 3451.249023
	Iteration 1F: 3 clusters Score -3912082 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3912731.250000 Penalty: 3451.249023
	Iteration 2Q: 3 clusters Score -3912731 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3913625.250000 Penalty: 3451.249023
	Iteration 3Q: 3 clusters Score -3913625 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3914936.750000 Penalty: 3451.249023
	Iteration 4F: 3 clusters Score -3914937 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3916897.250000 Penalty: 3451.249023
	Iteration 5F: 3 clusters Score -3916897 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3919557.250000 Penalty: 3451.249023
	Iteration 6F: 3 clusters Score -3919557 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -3921987.500000 Penalty: 3451.249023
	Iteration 7F: 3 clusters Score -3921988 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -3922951.000000 Penalty: 3451.249023
	Iteration 8F: 3 clusters Score -3922951 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -3923521.500000 Penalty: 3451.249023
	Iteration 9Q: 3 clusters Score -3923522 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -3923849.750000 Penalty: 3451.249023
	Iteration 10Q: 3 clusters Score -3923850 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -3924087.000000 Penalty: 3451.249023
	Iteration 11Q: 3 clusters Score -3924087 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -3924202.750000 Penalty: 3451.249023
	Iteration 12Q: 3 clusters Score -3924203 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -3924270.750000 Penalty: 3451.249023
	Iteration 13Q: 3 clusters Score -3924271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -3924344.250000 Penalty: 3451.249023
	Iteration 14Q: 3 clusters Score -3924344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -3924382.750000 Penalty: 3451.249023
	Iteration 15Q: 3 clusters Score -3924383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -3924401.000000 Penalty: 3451.249023
	Iteration 16Q: 3 clusters Score -3924401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -3924412.500000 Penalty: 3451.249023
	Iteration 17Q: 3 clusters Score -3924412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -3924425.750000 Penalty: 3451.249023
	Iteration 18Q: 3 clusters Score -3924426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -3924422.750000 Penalty: 3451.249023
	Iteration 19Q: 3 clusters Score -3924423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -3924424.250000 Penalty: 3451.249023
	Iteration 20F: 3 clusters Score -3924424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -3924425.250000 Penalty: 3451.249023
	Iteration 21Q: 3 clusters Score -3924425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -3924430.500000 Penalty: 3451.249023
	Iteration 22Q: 3 clusters Score -3924430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -3924442.000000 Penalty: 3451.249023
	Iteration 23Q: 3 clusters Score -3924442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -3924448.250000 Penalty: 3451.249023
	Iteration 24Q: 3 clusters Score -3924448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -3924454.250000 Penalty: 3451.249023
	Iteration 25Q: 3 clusters Score -3924454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -3924459.500000 Penalty: 3451.249023
	Iteration 26Q: 3 clusters Score -3924460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -3924460.750000 Penalty: 3451.249023
	Iteration 27Q: 3 clusters Score -3924461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -3924468.000000 Penalty: 3451.249023
	Iteration 28Q: 3 clusters Score -3924468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -3924477.750000 Penalty: 3451.249023
	Iteration 29Q: 3 clusters Score -3924478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -3924473.750000 Penalty: 3451.249023
	Iteration 30Q: 3 clusters Score -3924474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -3924476.250000 Penalty: 3451.249023
	Iteration 31Q: 3 clusters Score -3924476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -3924479.000000 Penalty: 3451.249023
	Iteration 32Q: 3 clusters Score -3924479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -3924479.750000 Penalty: 3451.249023
	Iteration 33Q: 3 clusters Score -3924480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -3924477.750000 Penalty: 3451.249023
	Iteration 34Q: 3 clusters Score -3924478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -3924472.000000 Penalty: 3451.249023
	Iteration 35Q: 3 clusters Score -3924472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -3924472.000000 Penalty: 3451.249023
	Iteration 36F: 3 clusters Score -3924472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Entering Unmasked Estep 
Score: -1568835.500000 Penalty: 1572.445435
	Iteration 0F: 2 clusters Score -1568836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1557912.250000 Penalty: 3144.890869
	Iteration 0F: 3 clusters Score -1557912 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1561755.625000 Penalty: 3144.890869
	Iteration 1F: 3 clusters Score -1561756 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1562032.250000 Penalty: 3144.890869
	Iteration 2Q: 3 clusters Score -1562032 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1562264.500000 Penalty: 3144.890869
	Iteration 3Q: 3 clusters Score -1562264 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1562478.250000 Penalty: 3144.890869
	Iteration 4Q: 3 clusters Score -1562478 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1562703.625000 Penalty: 3144.890869
	Iteration 5Q: 3 clusters Score -1562704 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1562968.000000 Penalty: 3144.890869
	Iteration 6Q: 3 clusters Score -1562968 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1563305.500000 Penalty: 3144.890869
	Iteration 7Q: 3 clusters Score -1563306 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1563781.625000 Penalty: 3144.890869
	Iteration 8Q: 3 clusters Score -1563782 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1564484.750000 Penalty: 3144.890869
	Iteration 9F: 3 clusters Score -1564485 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1565213.625000 Penalty: 3144.890869
	Iteration 10F: 3 clusters Score -1565214 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1565764.250000 Penalty: 3144.890869
	Iteration 11Q: 3 clusters Score -1565764 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1566070.250000 Penalty: 3144.890869
	Iteration 12Q: 3 clusters Score -1566070 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1566316.500000 Penalty: 3144.890869
	Iteration 13Q: 3 clusters Score -1566316 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1566517.500000 Penalty: 3144.890869
	Iteration 14Q: 3 clusters Score -1566518 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1566677.750000 Penalty: 3144.890869
	Iteration 15Q: 3 clusters Score -1566678 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1566816.500000 Penalty: 3144.890869
	Iteration 16Q: 3 clusters Score -1566816 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1566897.375000 Penalty: 3144.890869
	Iteration 17Q: 3 clusters Score -1566897 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1566971.750000 Penalty: 3144.890869
	Iteration 18Q: 3 clusters Score -1566972 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1567020.250000 Penalty: 3144.890869
	Iteration 19Q: 3 clusters Score -1567020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1567053.750000 Penalty: 3144.890869
	Iteration 20F: 3 clusters Score -1567054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1567074.375000 Penalty: 3144.890869
	Iteration 21Q: 3 clusters Score -1567074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1567082.875000 Penalty: 3144.890869
	Iteration 22Q: 3 clusters Score -1567083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1567089.375000 Penalty: 3144.890869
	Iteration 23Q: 3 clusters Score -1567089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1567100.625000 Penalty: 3144.890869
	Iteration 24Q: 3 clusters Score -1567101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1567106.000000 Penalty: 3144.890869
	Iteration 25Q: 3 clusters Score -1567106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1567113.375000 Penalty: 3144.890869
	Iteration 26Q: 3 clusters Score -1567113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1567116.875000 Penalty: 3144.890869
	Iteration 27Q: 3 clusters Score -1567117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1567117.750000 Penalty: 3144.890869
	Iteration 28Q: 3 clusters Score -1567118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1567116.750000 Penalty: 3144.890869
	Iteration 29Q: 3 clusters Score -1567117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1567116.750000 Penalty: 3144.890869
	Iteration 30F: 3 clusters Score -1567117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -100312.765625 Penalty: 1160.194824
	Iteration 0F: 2 clusters Score -100312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98713.546875 Penalty: 2320.389648
	Iteration 0F: 3 clusters Score -98713.55 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -99100.828125 Penalty: 2320.389648
	Iteration 1F: 3 clusters Score -99100.83 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -99239.875000 Penalty: 2320.389648
	Iteration 2F: 3 clusters Score -99239.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -99319.562500 Penalty: 2320.389648
	Iteration 3F: 3 clusters Score -99319.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -99354.226562 Penalty: 2320.389648
	Iteration 4Q: 3 clusters Score -99354.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -99374.882812 Penalty: 2320.389648
	Iteration 5Q: 3 clusters Score -99374.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -99398.054688 Penalty: 2320.389648
	Iteration 6Q: 3 clusters Score -99398.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -99410.304688 Penalty: 2320.389648
	Iteration 7Q: 3 clusters Score -99410.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -99422.992188 Penalty: 2320.389648
	Iteration 8Q: 3 clusters Score -99422.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -99434.531250 Penalty: 2320.389648
	Iteration 9Q: 3 clusters Score -99434.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -99444.054688 Penalty: 2320.389648
	Iteration 10Q: 3 clusters Score -99444.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -99452.820312 Penalty: 2320.389648
	Iteration 11Q: 3 clusters Score -99452.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -99456.468750 Penalty: 2320.389648
	Iteration 12Q: 3 clusters Score -99456.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -99460.859375 Penalty: 2320.389648
	Iteration 13Q: 3 clusters Score -99460.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -99469.640625 Penalty: 2320.389648
	Iteration 14Q: 3 clusters Score -99469.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -99484.148438 Penalty: 2320.389648
	Iteration 15Q: 3 clusters Score -99484.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -99499.429688 Penalty: 2320.389648
	Iteration 16Q: 3 clusters Score -99499.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -99513.359375 Penalty: 2320.389648
	Iteration 17Q: 3 clusters Score -99513.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -99526.812500 Penalty: 2320.389648
	Iteration 18Q: 3 clusters Score -99526.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -99541.484375 Penalty: 2320.389648
	Iteration 19Q: 3 clusters Score -99541.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -99560.531250 Penalty: 2320.389648
	Iteration 20F: 3 clusters Score -99560.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -99582.500000 Penalty: 2320.389648
	Iteration 21Q: 3 clusters Score -99582.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -99596.835938 Penalty: 2320.389648
	Iteration 22Q: 3 clusters Score -99596.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -99606.382812 Penalty: 2320.389648
	Iteration 23Q: 3 clusters Score -99606.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -99620.539062 Penalty: 2320.389648
	Iteration 24Q: 3 clusters Score -99620.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -99641.031250 Penalty: 2320.389648
	Iteration 25Q: 3 clusters Score -99641.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -99650.609375 Penalty: 2320.389648
	Iteration 26Q: 3 clusters Score -99650.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -99656.671875 Penalty: 2320.389648
	Iteration 27Q: 3 clusters Score -99656.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -99660.898438 Penalty: 2320.389648
	Iteration 28Q: 3 clusters Score -99660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -99665.085938 Penalty: 2320.389648
	Iteration 29Q: 3 clusters Score -99665.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -99666.234375 Penalty: 2320.389648
	Iteration 30Q: 3 clusters Score -99666.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -99666.890625 Penalty: 2320.389648
	Iteration 31Q: 3 clusters Score -99666.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -99667.781250 Penalty: 2320.389648
	Iteration 32Q: 3 clusters Score -99667.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -99668.062500 Penalty: 2320.389648
	Iteration 33Q: 3 clusters Score -99668.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -99668.062500 Penalty: 2320.389648
	Iteration 34F: 3 clusters Score -99668.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -511144.312500 Penalty: 1401.441040
	Iteration 0F: 2 clusters Score -511144.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -506845.375000 Penalty: 2802.882080
	Iteration 0F: 3 clusters Score -506845.4 nChanged 2259
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: -508109.375000 Penalty: 2802.882080
	Iteration 1F: 3 clusters Score -508109.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -508347.468750 Penalty: 2802.882080
	Iteration 2F: 3 clusters Score -508347.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -508561.656250 Penalty: 2802.882080
	Iteration 3F: 3 clusters Score -508561.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -508834.968750 Penalty: 2802.882080
	Iteration 4F: 3 clusters Score -508835 nChanged 335
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: -509136.687500 Penalty: 2802.882080
	Iteration 5F: 3 clusters Score -509136.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -509436.687500 Penalty: 2802.882080
	Iteration 6F: 3 clusters Score -509436.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -509703.000000 Penalty: 2802.882080
	Iteration 7F: 3 clusters Score -509703 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -509888.281250 Penalty: 2802.882080
	Iteration 8Q: 3 clusters Score -509888.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -510014.437500 Penalty: 2802.882080
	Iteration 9Q: 3 clusters Score -510014.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -510101.937500 Penalty: 2802.882080
	Iteration 10Q: 3 clusters Score -510101.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -510149.281250 Penalty: 2802.882080
	Iteration 11Q: 3 clusters Score -510149.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -510176.468750 Penalty: 2802.882080
	Iteration 12Q: 3 clusters Score -510176.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -510197.937500 Penalty: 2802.882080
	Iteration 13Q: 3 clusters Score -510197.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -510215.062500 Penalty: 2802.882080
	Iteration 14Q: 3 clusters Score -510215.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -510225.843750 Penalty: 2802.882080
	Iteration 15Q: 3 clusters Score -510225.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -510234.656250 Penalty: 2802.882080
	Iteration 16Q: 3 clusters Score -510234.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -510240.437500 Penalty: 2802.882080
	Iteration 17Q: 3 clusters Score -510240.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -510244.687500 Penalty: 2802.882080
	Iteration 18Q: 3 clusters Score -510244.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -510248.656250 Penalty: 2802.882080
	Iteration 19Q: 3 clusters Score -510248.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -510253.750000 Penalty: 2802.882080
	Iteration 20F: 3 clusters Score -510253.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -510260.312500 Penalty: 2802.882080
	Iteration 21Q: 3 clusters Score -510260.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -510263.500000 Penalty: 2802.882080
	Iteration 22Q: 3 clusters Score -510263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -510267.281250 Penalty: 2802.882080
	Iteration 23Q: 3 clusters Score -510267.3 nChanged 18
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: -510272.250000 Penalty: 2802.882080
	Iteration 24Q: 3 clusters Score -510272.2 nChanged 13
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: -510273.906250 Penalty: 2802.882080
	Iteration 25Q: 3 clusters Score -510273.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -510279.750000 Penalty: 2802.882080
	Iteration 26Q: 3 clusters Score -510279.8 nChanged 13
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: -510281.343750 Penalty: 2802.882080
	Iteration 27Q: 3 clusters Score -510281.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -510283.343750 Penalty: 2802.882080
	Iteration 28Q: 3 clusters Score -510283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -510283.375000 Penalty: 2802.882080
	Iteration 29Q: 3 clusters Score -510283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -510284.875000 Penalty: 2802.882080
	Iteration 30Q: 3 clusters Score -510284.9 nChanged 1
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: -510285.593750 Penalty: 2802.882080
	Iteration 31Q: 3 clusters Score -510285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -510285.000000 Penalty: 2802.882080
	Iteration 32Q: 3 clusters Score -510285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -510285.218750 Penalty: 2802.882080
	Iteration 33Q: 3 clusters Score -510285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -510285.218750 Penalty: 2802.882080
	Iteration 34F: 3 clusters Score -510285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -214371.687500 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -214371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -212042.078125 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -212042.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -212659.468750 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -212659.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -212811.671875 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -212811.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -212926.437500 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -212926.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -213015.125000 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -213015.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -213101.828125 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -213101.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -213196.093750 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -213196.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -213276.500000 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -213276.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -213336.750000 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -213336.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -213380.953125 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -213381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -213440.515625 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -213440.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -213478.765625 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -213478.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -213509.390625 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -213509.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -213534.562500 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -213534.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -213549.265625 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -213549.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -213562.984375 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -213563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -213576.562500 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -213576.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -213594.781250 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -213594.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -213608.328125 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -213608.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -213619.250000 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -213619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -213626.359375 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -213626.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -213631.875000 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -213631.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -213639.078125 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -213639.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -213642.968750 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -213643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -213644.953125 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -213645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -213646.531250 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -213646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -213646.734375 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -213646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -213647.031250 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -213647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -213647.031250 Penalty: 2524.223145
	Iteration 28F: 3 clusters Score -213647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -505828.968750 Penalty: 1401.119385
	Iteration 0F: 2 clusters Score -505829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -501524.406250 Penalty: 2802.238770
	Iteration 0F: 3 clusters Score -501524.4 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -502897.218750 Penalty: 2802.238770
	Iteration 1F: 3 clusters Score -502897.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -503198.531250 Penalty: 2802.238770
	Iteration 2F: 3 clusters Score -503198.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -503434.062500 Penalty: 2802.238770
	Iteration 3F: 3 clusters Score -503434.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -503648.375000 Penalty: 2802.238770
	Iteration 4F: 3 clusters Score -503648.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -503821.312500 Penalty: 2802.238770
	Iteration 5F: 3 clusters Score -503821.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -503943.125000 Penalty: 2802.238770
	Iteration 6Q: 3 clusters Score -503943.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -504043.250000 Penalty: 2802.238770
	Iteration 7Q: 3 clusters Score -504043.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -504120.000000 Penalty: 2802.238770
	Iteration 8Q: 3 clusters Score -504120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -504191.593750 Penalty: 2802.238770
	Iteration 9Q: 3 clusters Score -504191.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -504252.656250 Penalty: 2802.238770
	Iteration 10Q: 3 clusters Score -504252.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -504313.843750 Penalty: 2802.238770
	Iteration 11Q: 3 clusters Score -504313.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -504390.625000 Penalty: 2802.238770
	Iteration 12Q: 3 clusters Score -504390.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -504466.312500 Penalty: 2802.238770
	Iteration 13Q: 3 clusters Score -504466.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -504548.625000 Penalty: 2802.238770
	Iteration 14Q: 3 clusters Score -504548.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -504619.875000 Penalty: 2802.238770
	Iteration 15Q: 3 clusters Score -504619.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -504685.812500 Penalty: 2802.238770
	Iteration 16Q: 3 clusters Score -504685.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -504743.968750 Penalty: 2802.238770
	Iteration 17Q: 3 clusters Score -504744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -504801.687500 Penalty: 2802.238770
	Iteration 18Q: 3 clusters Score -504801.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -504859.968750 Penalty: 2802.238770
	Iteration 19Q: 3 clusters Score -504860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -504935.437500 Penalty: 2802.238770
	Iteration 20F: 3 clusters Score -504935.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -504998.312500 Penalty: 2802.238770
	Iteration 21Q: 3 clusters Score -504998.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -505052.968750 Penalty: 2802.238770
	Iteration 22Q: 3 clusters Score -505053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -505082.093750 Penalty: 2802.238770
	Iteration 23Q: 3 clusters Score -505082.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -505100.781250 Penalty: 2802.238770
	Iteration 24Q: 3 clusters Score -505100.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -505115.031250 Penalty: 2802.238770
	Iteration 25Q: 3 clusters Score -505115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -505127.968750 Penalty: 2802.238770
	Iteration 26Q: 3 clusters Score -505128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -505133.812500 Penalty: 2802.238770
	Iteration 27Q: 3 clusters Score -505133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -505139.781250 Penalty: 2802.238770
	Iteration 28Q: 3 clusters Score -505139.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -505143.968750 Penalty: 2802.238770
	Iteration 29Q: 3 clusters Score -505144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -505148.125000 Penalty: 2802.238770
	Iteration 30Q: 3 clusters Score -505148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -505150.343750 Penalty: 2802.238770
	Iteration 31Q: 3 clusters Score -505150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -505152.156250 Penalty: 2802.238770
	Iteration 32Q: 3 clusters Score -505152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -505153.062500 Penalty: 2802.238770
	Iteration 33Q: 3 clusters Score -505153.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -505155.968750 Penalty: 2802.238770
	Iteration 34Q: 3 clusters Score -505156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -505156.031250 Penalty: 2802.238770
	Iteration 35Q: 3 clusters Score -505156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -505155.312500 Penalty: 2802.238770
	Iteration 36Q: 3 clusters Score -505155.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -505155.312500 Penalty: 2802.238770
	Iteration 37F: 3 clusters Score -505155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -262240.125000 Penalty: 1292.927490
	Iteration 0F: 2 clusters Score -262240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -259633.078125 Penalty: 2585.854980
	Iteration 0F: 3 clusters Score -259633.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -260261.906250 Penalty: 2585.854980
	Iteration 1F: 3 clusters Score -260261.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -260413.671875 Penalty: 2585.854980
	Iteration 2F: 3 clusters Score -260413.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -260533.968750 Penalty: 2585.854980
	Iteration 3F: 3 clusters Score -260534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -260633.093750 Penalty: 2585.854980
	Iteration 4Q: 3 clusters Score -260633.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -260713.593750 Penalty: 2585.854980
	Iteration 5Q: 3 clusters Score -260713.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -260769.578125 Penalty: 2585.854980
	Iteration 6Q: 3 clusters Score -260769.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -260829.468750 Penalty: 2585.854980
	Iteration 7Q: 3 clusters Score -260829.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -260907.921875 Penalty: 2585.854980
	Iteration 8Q: 3 clusters Score -260907.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -260987.734375 Penalty: 2585.854980
	Iteration 9Q: 3 clusters Score -260987.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -261076.984375 Penalty: 2585.854980
	Iteration 10Q: 3 clusters Score -261077 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -261165.500000 Penalty: 2585.854980
	Iteration 11Q: 3 clusters Score -261165.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -261239.093750 Penalty: 2585.854980
	Iteration 12Q: 3 clusters Score -261239.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -261278.500000 Penalty: 2585.854980
	Iteration 13Q: 3 clusters Score -261278.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -261314.093750 Penalty: 2585.854980
	Iteration 14Q: 3 clusters Score -261314.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -261348.921875 Penalty: 2585.854980
	Iteration 15Q: 3 clusters Score -261348.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -261381.125000 Penalty: 2585.854980
	Iteration 16Q: 3 clusters Score -261381.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -261395.593750 Penalty: 2585.854980
	Iteration 17Q: 3 clusters Score -261395.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -261407.578125 Penalty: 2585.854980
	Iteration 18Q: 3 clusters Score -261407.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -261420.390625 Penalty: 2585.854980
	Iteration 19Q: 3 clusters Score -261420.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -261429.390625 Penalty: 2585.854980
	Iteration 20F: 3 clusters Score -261429.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -261442.281250 Penalty: 2585.854980
	Iteration 21Q: 3 clusters Score -261442.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261447.906250 Penalty: 2585.854980
	Iteration 22Q: 3 clusters Score -261447.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261453.359375 Penalty: 2585.854980
	Iteration 23Q: 3 clusters Score -261453.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -261456.078125 Penalty: 2585.854980
	Iteration 24Q: 3 clusters Score -261456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -261459.515625 Penalty: 2585.854980
	Iteration 25Q: 3 clusters Score -261459.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -261462.000000 Penalty: 2585.854980
	Iteration 26Q: 3 clusters Score -261462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -261464.875000 Penalty: 2585.854980
	Iteration 27Q: 3 clusters Score -261464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -261467.765625 Penalty: 2585.854980
	Iteration 28Q: 3 clusters Score -261467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -261470.093750 Penalty: 2585.854980
	Iteration 29Q: 3 clusters Score -261470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -261472.734375 Penalty: 2585.854980
	Iteration 30Q: 3 clusters Score -261472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261473.734375 Penalty: 2585.854980
	Iteration 31Q: 3 clusters Score -261473.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261473.734375 Penalty: 2585.854980
	Iteration 32F: 3 clusters Score -261473.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -95400.851562 Penalty: 1155.488159
	Iteration 0F: 2 clusters Score -95400.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -93945.406250 Penalty: 2310.976318
	Iteration 0F: 3 clusters Score -93945.41 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -94446.156250 Penalty: 2310.976318
	Iteration 1F: 3 clusters Score -94446.16 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -94696.609375 Penalty: 2310.976318
	Iteration 2F: 3 clusters Score -94696.61 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -94897.429688 Penalty: 2310.976318
	Iteration 3F: 3 clusters Score -94897.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -95036.906250 Penalty: 2310.976318
	Iteration 4Q: 3 clusters Score -95036.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -95091.093750 Penalty: 2310.976318
	Iteration 5Q: 3 clusters Score -95091.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -95128.562500 Penalty: 2310.976318
	Iteration 6Q: 3 clusters Score -95128.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -95150.710938 Penalty: 2310.976318
	Iteration 7Q: 3 clusters Score -95150.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -95165.406250 Penalty: 2310.976318
	Iteration 8Q: 3 clusters Score -95165.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -95180.312500 Penalty: 2310.976318
	Iteration 9Q: 3 clusters Score -95180.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -95190.312500 Penalty: 2310.976318
	Iteration 10Q: 3 clusters Score -95190.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -95197.109375 Penalty: 2310.976318
	Iteration 11Q: 3 clusters Score -95197.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -95198.851562 Penalty: 2310.976318
	Iteration 12Q: 3 clusters Score -95198.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -95198.851562 Penalty: 2310.976318
	Iteration 13F: 3 clusters Score -95198.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -423571.781250 Penalty: 1374.816772
	Iteration 0F: 2 clusters Score -423571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -419729.343750 Penalty: 2749.633545
	Iteration 0F: 3 clusters Score -419729.3 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -420949.468750 Penalty: 2749.633545
	Iteration 1F: 3 clusters Score -420949.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -421237.968750 Penalty: 2749.633545
	Iteration 2F: 3 clusters Score -421238 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -421590.656250 Penalty: 2749.633545
	Iteration 3F: 3 clusters Score -421590.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -421931.531250 Penalty: 2749.633545
	Iteration 4F: 3 clusters Score -421931.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -422339.812500 Penalty: 2749.633545
	Iteration 5F: 3 clusters Score -422339.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -422714.437500 Penalty: 2749.633545
	Iteration 6F: 3 clusters Score -422714.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -423005.875000 Penalty: 2749.633545
	Iteration 7F: 3 clusters Score -423005.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -423158.875000 Penalty: 2749.633545
	Iteration 8Q: 3 clusters Score -423158.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -423225.468750 Penalty: 2749.633545
	Iteration 9Q: 3 clusters Score -423225.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -423256.343750 Penalty: 2749.633545
	Iteration 10Q: 3 clusters Score -423256.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -423271.906250 Penalty: 2749.633545
	Iteration 11Q: 3 clusters Score -423271.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -423282.500000 Penalty: 2749.633545
	Iteration 12Q: 3 clusters Score -423282.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -423290.468750 Penalty: 2749.633545
	Iteration 13Q: 3 clusters Score -423290.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -423298.437500 Penalty: 2749.633545
	Iteration 14Q: 3 clusters Score -423298.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -423307.843750 Penalty: 2749.633545
	Iteration 15Q: 3 clusters Score -423307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -423314.281250 Penalty: 2749.633545
	Iteration 16Q: 3 clusters Score -423314.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -423316.156250 Penalty: 2749.633545
	Iteration 17Q: 3 clusters Score -423316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -423316.375000 Penalty: 2749.633545
	Iteration 18Q: 3 clusters Score -423316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -423319.156250 Penalty: 2749.633545
	Iteration 19Q: 3 clusters Score -423319.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -423320.531250 Penalty: 2749.633545
	Iteration 20F: 3 clusters Score -423320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -423321.781250 Penalty: 2749.633545
	Iteration 21Q: 3 clusters Score -423321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -423324.156250 Penalty: 2749.633545
	Iteration 22Q: 3 clusters Score -423324.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -423327.343750 Penalty: 2749.633545
	Iteration 23Q: 3 clusters Score -423327.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -423329.562500 Penalty: 2749.633545
	Iteration 24Q: 3 clusters Score -423329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -423330.687500 Penalty: 2749.633545
	Iteration 25Q: 3 clusters Score -423330.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -423333.062500 Penalty: 2749.633545
	Iteration 26Q: 3 clusters Score -423333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -423334.500000 Penalty: 2749.633545
	Iteration 27Q: 3 clusters Score -423334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -423336.000000 Penalty: 2749.633545
	Iteration 28Q: 3 clusters Score -423336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -423337.500000 Penalty: 2749.633545
	Iteration 29Q: 3 clusters Score -423337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -423338.718750 Penalty: 2749.633545
	Iteration 30Q: 3 clusters Score -423338.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -423339.500000 Penalty: 2749.633545
	Iteration 31Q: 3 clusters Score -423339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -423341.375000 Penalty: 2749.633545
	Iteration 32Q: 3 clusters Score -423341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -423341.187500 Penalty: 2749.633545
	Iteration 33Q: 3 clusters Score -423341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -423341.187500 Penalty: 2749.633545
	Iteration 34F: 3 clusters Score -423341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Entering Unmasked Estep 
Score: -1971567.250000 Penalty: 1613.954346
	Iteration 0F: 2 clusters Score -1971567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1957462.625000 Penalty: 3227.908691
	Iteration 0F: 3 clusters Score -1957463 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1962681.375000 Penalty: 3227.908691
	Iteration 1F: 3 clusters Score -1962681 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1963136.875000 Penalty: 3227.908691
	Iteration 2F: 3 clusters Score -1963137 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1963685.125000 Penalty: 3227.908691
	Iteration 3F: 3 clusters Score -1963685 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1964370.875000 Penalty: 3227.908691
	Iteration 4F: 3 clusters Score -1964371 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1965160.000000 Penalty: 3227.908691
	Iteration 5F: 3 clusters Score -1965160 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1965939.000000 Penalty: 3227.908691
	Iteration 6F: 3 clusters Score -1965939 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1966690.375000 Penalty: 3227.908691
	Iteration 7F: 3 clusters Score -1966690 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1967386.750000 Penalty: 3227.908691
	Iteration 8F: 3 clusters Score -1967387 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1968029.500000 Penalty: 3227.908691
	Iteration 9Q: 3 clusters Score -1968030 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1968597.875000 Penalty: 3227.908691
	Iteration 10Q: 3 clusters Score -1968598 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1969071.375000 Penalty: 3227.908691
	Iteration 11Q: 3 clusters Score -1969071 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1969440.125000 Penalty: 3227.908691
	Iteration 12Q: 3 clusters Score -1969440 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1969680.875000 Penalty: 3227.908691
	Iteration 13Q: 3 clusters Score -1969681 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1969850.000000 Penalty: 3227.908691
	Iteration 14Q: 3 clusters Score -1969850 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1969966.375000 Penalty: 3227.908691
	Iteration 15Q: 3 clusters Score -1969966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1970029.625000 Penalty: 3227.908691
	Iteration 16Q: 3 clusters Score -1970030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1970064.500000 Penalty: 3227.908691
	Iteration 17Q: 3 clusters Score -1970064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1970094.375000 Penalty: 3227.908691
	Iteration 18Q: 3 clusters Score -1970094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1970109.750000 Penalty: 3227.908691
	Iteration 19Q: 3 clusters Score -1970110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1970124.750000 Penalty: 3227.908691
	Iteration 20F: 3 clusters Score -1970125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1970135.125000 Penalty: 3227.908691
	Iteration 21Q: 3 clusters Score -1970135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1970149.375000 Penalty: 3227.908691
	Iteration 22Q: 3 clusters Score -1970149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1970163.625000 Penalty: 3227.908691
	Iteration 23Q: 3 clusters Score -1970164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1970170.000000 Penalty: 3227.908691
	Iteration 24Q: 3 clusters Score -1970170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1970175.250000 Penalty: 3227.908691
	Iteration 25Q: 3 clusters Score -1970175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1970177.625000 Penalty: 3227.908691
	Iteration 26Q: 3 clusters Score -1970178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1970185.625000 Penalty: 3227.908691
	Iteration 27Q: 3 clusters Score -1970186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1970191.125000 Penalty: 3227.908691
	Iteration 28Q: 3 clusters Score -1970191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1970188.875000 Penalty: 3227.908691
	Iteration 29Q: 3 clusters Score -1970189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1970192.250000 Penalty: 3227.908691
	Iteration 30Q: 3 clusters Score -1970192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1970194.000000 Penalty: 3227.908691
	Iteration 31Q: 3 clusters Score -1970194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1970201.375000 Penalty: 3227.908691
	Iteration 32Q: 3 clusters Score -1970201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1970200.375000 Penalty: 3227.908691
	Iteration 33Q: 3 clusters Score -1970200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1970202.375000 Penalty: 3227.908691
	Iteration 34Q: 3 clusters Score -1970202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1970206.250000 Penalty: 3227.908691
	Iteration 35Q: 3 clusters Score -1970206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1970210.750000 Penalty: 3227.908691
	Iteration 36Q: 3 clusters Score -1970211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1970209.500000 Penalty: 3227.908691
	Iteration 37Q: 3 clusters Score -1970210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1970213.250000 Penalty: 3227.908691
	Iteration 38Q: 3 clusters Score -1970213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1970215.500000 Penalty: 3227.908691
	Iteration 39Q: 3 clusters Score -1970216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1970217.375000 Penalty: 3227.908691
	Iteration 40F: 3 clusters Score -1970217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1970217.500000 Penalty: 3227.908691
	Iteration 41Q: 3 clusters Score -1970218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1970222.625000 Penalty: 3227.908691
	Iteration 42Q: 3 clusters Score -1970223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1970224.375000 Penalty: 3227.908691
	Iteration 43Q: 3 clusters Score -1970224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1970223.125000 Penalty: 3227.908691
	Iteration 44Q: 3 clusters Score -1970223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1970224.875000 Penalty: 3227.908691
	Iteration 45Q: 3 clusters Score -1970225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1970222.875000 Penalty: 3227.908691
	Iteration 46Q: 3 clusters Score -1970223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1970224.125000 Penalty: 3227.908691
	Iteration 47Q: 3 clusters Score -1970224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1970224.250000 Penalty: 3227.908691
	Iteration 48Q: 3 clusters Score -1970224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1970223.125000 Penalty: 3227.908691
	Iteration 49Q: 3 clusters Score -1970223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1970225.250000 Penalty: 3227.908691
	Iteration 50Q: 3 clusters Score -1970225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1970228.750000 Penalty: 3227.908691
	Iteration 51Q: 3 clusters Score -1970229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1970230.625000 Penalty: 3227.908691
	Iteration 52Q: 3 clusters Score -1970231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1970229.125000 Penalty: 3227.908691
	Iteration 53Q: 3 clusters Score -1970229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1970229.125000 Penalty: 3227.908691
	Iteration 54F: 3 clusters Score -1970229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Entering Unmasked Estep 
Score: -2057399.500000 Penalty: 1630.030518
	Iteration 0F: 2 clusters Score -2057400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2041962.750000 Penalty: 3260.061035
	Iteration 0F: 3 clusters Score -2041963 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2047688.750000 Penalty: 3260.061035
	Iteration 1F: 3 clusters Score -2047689 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2048027.875000 Penalty: 3260.061035
	Iteration 2Q: 3 clusters Score -2048028 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2048367.000000 Penalty: 3260.061035
	Iteration 3Q: 3 clusters Score -2048367 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2048762.625000 Penalty: 3260.061035
	Iteration 4Q: 3 clusters Score -2048763 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2049259.750000 Penalty: 3260.061035
	Iteration 5Q: 3 clusters Score -2049260 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2049846.125000 Penalty: 3260.061035
	Iteration 6Q: 3 clusters Score -2049846 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2050543.125000 Penalty: 3260.061035
	Iteration 7F: 3 clusters Score -2050543 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2051345.375000 Penalty: 3260.061035
	Iteration 8F: 3 clusters Score -2051345 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2052276.375000 Penalty: 3260.061035
	Iteration 9F: 3 clusters Score -2052276 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2053195.500000 Penalty: 3260.061035
	Iteration 10Q: 3 clusters Score -2053196 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2054104.625000 Penalty: 3260.061035
	Iteration 11Q: 3 clusters Score -2054105 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2054844.750000 Penalty: 3260.061035
	Iteration 12Q: 3 clusters Score -2054845 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2055394.000000 Penalty: 3260.061035
	Iteration 13Q: 3 clusters Score -2055394 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2055796.500000 Penalty: 3260.061035
	Iteration 14Q: 3 clusters Score -2055796 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2056044.125000 Penalty: 3260.061035
	Iteration 15Q: 3 clusters Score -2056044 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2056248.750000 Penalty: 3260.061035
	Iteration 16Q: 3 clusters Score -2056249 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2056420.375000 Penalty: 3260.061035
	Iteration 17Q: 3 clusters Score -2056420 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2056540.250000 Penalty: 3260.061035
	Iteration 18Q: 3 clusters Score -2056540 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2056630.000000 Penalty: 3260.061035
	Iteration 19Q: 3 clusters Score -2056630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2056678.625000 Penalty: 3260.061035
	Iteration 20F: 3 clusters Score -2056679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2056724.125000 Penalty: 3260.061035
	Iteration 21Q: 3 clusters Score -2056724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2056759.000000 Penalty: 3260.061035
	Iteration 22Q: 3 clusters Score -2056759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2056788.500000 Penalty: 3260.061035
	Iteration 23Q: 3 clusters Score -2056788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2056811.125000 Penalty: 3260.061035
	Iteration 24Q: 3 clusters Score -2056811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2056826.000000 Penalty: 3260.061035
	Iteration 25Q: 3 clusters Score -2056826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2056841.750000 Penalty: 3260.061035
	Iteration 26Q: 3 clusters Score -2056842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2056858.250000 Penalty: 3260.061035
	Iteration 27Q: 3 clusters Score -2056858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2056874.625000 Penalty: 3260.061035
	Iteration 28Q: 3 clusters Score -2056875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2056887.000000 Penalty: 3260.061035
	Iteration 29Q: 3 clusters Score -2056887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2056898.500000 Penalty: 3260.061035
	Iteration 30Q: 3 clusters Score -2056898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2056913.125000 Penalty: 3260.061035
	Iteration 31Q: 3 clusters Score -2056913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2056926.250000 Penalty: 3260.061035
	Iteration 32Q: 3 clusters Score -2056926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2056932.000000 Penalty: 3260.061035
	Iteration 33Q: 3 clusters Score -2056932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2056940.000000 Penalty: 3260.061035
	Iteration 34Q: 3 clusters Score -2056940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2056939.250000 Penalty: 3260.061035
	Iteration 35Q: 3 clusters Score -2056939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2056937.750000 Penalty: 3260.061035
	Iteration 36Q: 3 clusters Score -2056938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2056937.250000 Penalty: 3260.061035
	Iteration 37Q: 3 clusters Score -2056937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2056943.500000 Penalty: 3260.061035
	Iteration 38Q: 3 clusters Score -2056944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2056945.750000 Penalty: 3260.061035
	Iteration 39Q: 3 clusters Score -2056946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2056944.625000 Penalty: 3260.061035
	Iteration 40F: 3 clusters Score -2056945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2056948.750000 Penalty: 3260.061035
	Iteration 41Q: 3 clusters Score -2056949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2056951.875000 Penalty: 3260.061035
	Iteration 42Q: 3 clusters Score -2056952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2056950.125000 Penalty: 3260.061035
	Iteration 43Q: 3 clusters Score -2056950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2056949.125000 Penalty: 3260.061035
	Iteration 44Q: 3 clusters Score -2056949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2056950.625000 Penalty: 3260.061035
	Iteration 45Q: 3 clusters Score -2056951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2056954.500000 Penalty: 3260.061035
	Iteration 46Q: 3 clusters Score -2056954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2056953.750000 Penalty: 3260.061035
	Iteration 47Q: 3 clusters Score -2056954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2056953.750000 Penalty: 3260.061035
	Iteration 48F: 3 clusters Score -2056954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -437508.437500 Penalty: 1377.003662
	Iteration 0F: 2 clusters Score -437508.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -433618.750000 Penalty: 2754.007324
	Iteration 0F: 3 clusters Score -433618.8 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -434742.468750 Penalty: 2754.007324
	Iteration 1F: 3 clusters Score -434742.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -434957.781250 Penalty: 2754.007324
	Iteration 2F: 3 clusters Score -434957.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -435140.406250 Penalty: 2754.007324
	Iteration 3F: 3 clusters Score -435140.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -435306.687500 Penalty: 2754.007324
	Iteration 4F: 3 clusters Score -435306.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -435448.000000 Penalty: 2754.007324
	Iteration 5Q: 3 clusters Score -435448 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -435543.750000 Penalty: 2754.007324
	Iteration 6Q: 3 clusters Score -435543.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -435616.906250 Penalty: 2754.007324
	Iteration 7Q: 3 clusters Score -435616.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -435679.000000 Penalty: 2754.007324
	Iteration 8Q: 3 clusters Score -435679 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -435729.062500 Penalty: 2754.007324
	Iteration 9Q: 3 clusters Score -435729.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -435774.968750 Penalty: 2754.007324
	Iteration 10Q: 3 clusters Score -435775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -435826.281250 Penalty: 2754.007324
	Iteration 11Q: 3 clusters Score -435826.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -435871.343750 Penalty: 2754.007324
	Iteration 12Q: 3 clusters Score -435871.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -435905.281250 Penalty: 2754.007324
	Iteration 13Q: 3 clusters Score -435905.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -435940.250000 Penalty: 2754.007324
	Iteration 14Q: 3 clusters Score -435940.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -435971.750000 Penalty: 2754.007324
	Iteration 15Q: 3 clusters Score -435971.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -436004.781250 Penalty: 2754.007324
	Iteration 16Q: 3 clusters Score -436004.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -436030.125000 Penalty: 2754.007324
	Iteration 17Q: 3 clusters Score -436030.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -436063.750000 Penalty: 2754.007324
	Iteration 18Q: 3 clusters Score -436063.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -436092.218750 Penalty: 2754.007324
	Iteration 19Q: 3 clusters Score -436092.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -436125.156250 Penalty: 2754.007324
	Iteration 20F: 3 clusters Score -436125.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -436157.375000 Penalty: 2754.007324
	Iteration 21Q: 3 clusters Score -436157.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -436193.562500 Penalty: 2754.007324
	Iteration 22Q: 3 clusters Score -436193.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -436221.062500 Penalty: 2754.007324
	Iteration 23Q: 3 clusters Score -436221.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -436242.718750 Penalty: 2754.007324
	Iteration 24Q: 3 clusters Score -436242.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -436266.406250 Penalty: 2754.007324
	Iteration 25Q: 3 clusters Score -436266.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -436283.750000 Penalty: 2754.007324
	Iteration 26Q: 3 clusters Score -436283.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -436302.281250 Penalty: 2754.007324
	Iteration 27Q: 3 clusters Score -436302.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -436330.937500 Penalty: 2754.007324
	Iteration 28Q: 3 clusters Score -436330.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -436355.281250 Penalty: 2754.007324
	Iteration 29Q: 3 clusters Score -436355.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -436373.843750 Penalty: 2754.007324
	Iteration 30Q: 3 clusters Score -436373.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -436397.687500 Penalty: 2754.007324
	Iteration 31Q: 3 clusters Score -436397.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -436412.656250 Penalty: 2754.007324
	Iteration 32Q: 3 clusters Score -436412.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -436426.875000 Penalty: 2754.007324
	Iteration 33Q: 3 clusters Score -436426.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -436438.937500 Penalty: 2754.007324
	Iteration 34Q: 3 clusters Score -436438.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -436449.875000 Penalty: 2754.007324
	Iteration 35Q: 3 clusters Score -436449.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -436460.656250 Penalty: 2754.007324
	Iteration 36Q: 3 clusters Score -436460.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -436472.218750 Penalty: 2754.007324
	Iteration 37Q: 3 clusters Score -436472.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -436481.218750 Penalty: 2754.007324
	Iteration 38Q: 3 clusters Score -436481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -436484.843750 Penalty: 2754.007324
	Iteration 39Q: 3 clusters Score -436484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -436490.656250 Penalty: 2754.007324
	Iteration 40F: 3 clusters Score -436490.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -436494.937500 Penalty: 2754.007324
	Iteration 41Q: 3 clusters Score -436494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -436496.875000 Penalty: 2754.007324
	Iteration 42Q: 3 clusters Score -436496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -436500.031250 Penalty: 2754.007324
	Iteration 43Q: 3 clusters Score -436500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -436504.281250 Penalty: 2754.007324
	Iteration 44Q: 3 clusters Score -436504.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -436505.593750 Penalty: 2754.007324
	Iteration 45Q: 3 clusters Score -436505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -436506.718750 Penalty: 2754.007324
	Iteration 46Q: 3 clusters Score -436506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -436510.187500 Penalty: 2754.007324
	Iteration 47Q: 3 clusters Score -436510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -436511.718750 Penalty: 2754.007324
	Iteration 48Q: 3 clusters Score -436511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -436511.718750 Penalty: 2754.007324
	Iteration 49F: 3 clusters Score -436511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -132287.968750 Penalty: 1205.844116
	Iteration 0F: 2 clusters Score -132288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130434.070312 Penalty: 2411.688232
	Iteration 0F: 3 clusters Score -130434.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -130968.062500 Penalty: 2411.688232
	Iteration 1F: 3 clusters Score -130968.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -131139.437500 Penalty: 2411.688232
	Iteration 2F: 3 clusters Score -131139.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -131258.062500 Penalty: 2411.688232
	Iteration 3F: 3 clusters Score -131258.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131356.140625 Penalty: 2411.688232
	Iteration 4F: 3 clusters Score -131356.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -131422.765625 Penalty: 2411.688232
	Iteration 5Q: 3 clusters Score -131422.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -131496.093750 Penalty: 2411.688232
	Iteration 6Q: 3 clusters Score -131496.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131548.625000 Penalty: 2411.688232
	Iteration 7Q: 3 clusters Score -131548.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -131580.421875 Penalty: 2411.688232
	Iteration 8Q: 3 clusters Score -131580.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131615.609375 Penalty: 2411.688232
	Iteration 9Q: 3 clusters Score -131615.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -131651.515625 Penalty: 2411.688232
	Iteration 10Q: 3 clusters Score -131651.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -131701.421875 Penalty: 2411.688232
	Iteration 11Q: 3 clusters Score -131701.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -131736.156250 Penalty: 2411.688232
	Iteration 12Q: 3 clusters Score -131736.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -131774.062500 Penalty: 2411.688232
	Iteration 13Q: 3 clusters Score -131774.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -131795.656250 Penalty: 2411.688232
	Iteration 14Q: 3 clusters Score -131795.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -131807.468750 Penalty: 2411.688232
	Iteration 15Q: 3 clusters Score -131807.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -131812.750000 Penalty: 2411.688232
	Iteration 16Q: 3 clusters Score -131812.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -131815.703125 Penalty: 2411.688232
	Iteration 17Q: 3 clusters Score -131815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -131819.093750 Penalty: 2411.688232
	Iteration 18Q: 3 clusters Score -131819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -131820.203125 Penalty: 2411.688232
	Iteration 19Q: 3 clusters Score -131820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -131821.359375 Penalty: 2411.688232
	Iteration 20F: 3 clusters Score -131821.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135156.156250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135156.2 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 746 members 
Entering Unmasked Estep 
Score: -133404.531250 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133404.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -133757.078125 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133757.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133841.968750 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133887.203125 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133887.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133907.984375 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -133919.812500 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -133925.171875 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133925.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133932.421875 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -133932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133942.359375 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -133942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133949.828125 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -133949.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133954.453125 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -133954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133956.062500 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -133956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133957.890625 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -133957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -133960.578125 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -133960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133963.734375 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -133963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133966.031250 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -133966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133966.484375 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -133966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133967.656250 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -133967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133968.546875 Penalty: 2374.404541
	Iteration 18Q: 3 clusters Score -133968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133969.796875 Penalty: 2374.404541
	Iteration 19Q: 3 clusters Score -133969.8 nChanged 2
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: -133970.812500 Penalty: 2374.404541
	Iteration 20F: 3 clusters Score -133970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133971.921875 Penalty: 2374.404541
	Iteration 21Q: 3 clusters Score -133971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133971.921875 Penalty: 2374.404541
	Iteration 22F: 3 clusters Score -133971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -222668.484375 Penalty: 1266.926270
	Iteration 0F: 2 clusters Score -222668.5 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 1243 members 
Entering Unmasked Estep 
Score: -220313.687500 Penalty: 2533.852539
	Iteration 0F: 3 clusters Score -220313.7 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -220875.968750 Penalty: 2533.852539
	Iteration 1F: 3 clusters Score -220876 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -221005.453125 Penalty: 2533.852539
	Iteration 2F: 3 clusters Score -221005.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -221097.796875 Penalty: 2533.852539
	Iteration 3F: 3 clusters Score -221097.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -221163.968750 Penalty: 2533.852539
	Iteration 4Q: 3 clusters Score -221164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -221228.234375 Penalty: 2533.852539
	Iteration 5Q: 3 clusters Score -221228.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -221292.859375 Penalty: 2533.852539
	Iteration 6Q: 3 clusters Score -221292.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -221366.250000 Penalty: 2533.852539
	Iteration 7Q: 3 clusters Score -221366.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221425.062500 Penalty: 2533.852539
	Iteration 8Q: 3 clusters Score -221425.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -221459.437500 Penalty: 2533.852539
	Iteration 9Q: 3 clusters Score -221459.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -221482.484375 Penalty: 2533.852539
	Iteration 10Q: 3 clusters Score -221482.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -221511.625000 Penalty: 2533.852539
	Iteration 11Q: 3 clusters Score -221511.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -221529.578125 Penalty: 2533.852539
	Iteration 12Q: 3 clusters Score -221529.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -221545.875000 Penalty: 2533.852539
	Iteration 13Q: 3 clusters Score -221545.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -221555.140625 Penalty: 2533.852539
	Iteration 14Q: 3 clusters Score -221555.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -221564.656250 Penalty: 2533.852539
	Iteration 15Q: 3 clusters Score -221564.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -221572.140625 Penalty: 2533.852539
	Iteration 16Q: 3 clusters Score -221572.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -221580.375000 Penalty: 2533.852539
	Iteration 17Q: 3 clusters Score -221580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -221589.187500 Penalty: 2533.852539
	Iteration 18Q: 3 clusters Score -221589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -221596.687500 Penalty: 2533.852539
	Iteration 19Q: 3 clusters Score -221596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -221601.437500 Penalty: 2533.852539
	Iteration 20F: 3 clusters Score -221601.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -221606.718750 Penalty: 2533.852539
	Iteration 21Q: 3 clusters Score -221606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -221609.156250 Penalty: 2533.852539
	Iteration 22Q: 3 clusters Score -221609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221611.234375 Penalty: 2533.852539
	Iteration 23Q: 3 clusters Score -221611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221613.937500 Penalty: 2533.852539
	Iteration 24Q: 3 clusters Score -221613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221616.015625 Penalty: 2533.852539
	Iteration 25Q: 3 clusters Score -221616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -221618.671875 Penalty: 2533.852539
	Iteration 26Q: 3 clusters Score -221618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -221620.250000 Penalty: 2533.852539
	Iteration 27Q: 3 clusters Score -221620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221621.093750 Penalty: 2533.852539
	Iteration 28Q: 3 clusters Score -221621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -221622.578125 Penalty: 2533.852539
	Iteration 29Q: 3 clusters Score -221622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -221623.953125 Penalty: 2533.852539
	Iteration 30Q: 3 clusters Score -221624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -221625.656250 Penalty: 2533.852539
	Iteration 31Q: 3 clusters Score -221625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -221627.328125 Penalty: 2533.852539
	Iteration 32Q: 3 clusters Score -221627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -221630.093750 Penalty: 2533.852539
	Iteration 33Q: 3 clusters Score -221630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -221633.750000 Penalty: 2533.852539
	Iteration 34Q: 3 clusters Score -221633.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -221638.375000 Penalty: 2533.852539
	Iteration 35Q: 3 clusters Score -221638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -221644.687500 Penalty: 2533.852539
	Iteration 36Q: 3 clusters Score -221644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -221648.796875 Penalty: 2533.852539
	Iteration 37Q: 3 clusters Score -221648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221653.031250 Penalty: 2533.852539
	Iteration 38Q: 3 clusters Score -221653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -221655.500000 Penalty: 2533.852539
	Iteration 39Q: 3 clusters Score -221655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221657.000000 Penalty: 2533.852539
	Iteration 40F: 3 clusters Score -221657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221656.625000 Penalty: 2533.852539
	Iteration 41Q: 3 clusters Score -221656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221656.625000 Penalty: 2533.852539
	Iteration 42F: 3 clusters Score -221656.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -81067.570312 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -81067.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79620.187500 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -79620.19 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79937.023438 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -79937.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80034.851562 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -80034.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80104.421875 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -80104.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80153.289062 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -80153.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80192.390625 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -80192.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80216.812500 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -80216.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80233.976562 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -80233.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80246.921875 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -80246.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80251.625000 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -80251.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80255.656250 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -80255.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80261.414062 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -80261.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -80268.171875 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -80268.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80273.546875 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -80273.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80275.203125 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -80275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80275.757812 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -80275.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80275.757812 Penalty: 2237.125244
	Iteration 16F: 3 clusters Score -80275.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -350431.218750 Penalty: 1339.019653
	Iteration 0F: 2 clusters Score -350431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -347209.406250 Penalty: 2678.039307
	Iteration 0F: 3 clusters Score -347209.4 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -348020.281250 Penalty: 2678.039307
	Iteration 1F: 3 clusters Score -348020.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -348177.687500 Penalty: 2678.039307
	Iteration 2F: 3 clusters Score -348177.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -348280.562500 Penalty: 2678.039307
	Iteration 3F: 3 clusters Score -348280.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -348350.218750 Penalty: 2678.039307
	Iteration 4Q: 3 clusters Score -348350.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -348404.968750 Penalty: 2678.039307
	Iteration 5Q: 3 clusters Score -348405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -348454.375000 Penalty: 2678.039307
	Iteration 6Q: 3 clusters Score -348454.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -348489.968750 Penalty: 2678.039307
	Iteration 7Q: 3 clusters Score -348490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -348516.843750 Penalty: 2678.039307
	Iteration 8Q: 3 clusters Score -348516.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -348549.000000 Penalty: 2678.039307
	Iteration 9Q: 3 clusters Score -348549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -348579.406250 Penalty: 2678.039307
	Iteration 10Q: 3 clusters Score -348579.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -348614.906250 Penalty: 2678.039307
	Iteration 11Q: 3 clusters Score -348614.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -348656.156250 Penalty: 2678.039307
	Iteration 12Q: 3 clusters Score -348656.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -348718.593750 Penalty: 2678.039307
	Iteration 13Q: 3 clusters Score -348718.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -348786.218750 Penalty: 2678.039307
	Iteration 14Q: 3 clusters Score -348786.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -348851.468750 Penalty: 2678.039307
	Iteration 15Q: 3 clusters Score -348851.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -348924.156250 Penalty: 2678.039307
	Iteration 16Q: 3 clusters Score -348924.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -348996.781250 Penalty: 2678.039307
	Iteration 17Q: 3 clusters Score -348996.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -349081.218750 Penalty: 2678.039307
	Iteration 18Q: 3 clusters Score -349081.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -349145.312500 Penalty: 2678.039307
	Iteration 19Q: 3 clusters Score -349145.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -349199.375000 Penalty: 2678.039307
	Iteration 20F: 3 clusters Score -349199.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -349254.968750 Penalty: 2678.039307
	Iteration 21Q: 3 clusters Score -349255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -349301.031250 Penalty: 2678.039307
	Iteration 22Q: 3 clusters Score -349301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -349342.531250 Penalty: 2678.039307
	Iteration 23Q: 3 clusters Score -349342.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -349384.750000 Penalty: 2678.039307
	Iteration 24Q: 3 clusters Score -349384.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -349414.000000 Penalty: 2678.039307
	Iteration 25Q: 3 clusters Score -349414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -349452.406250 Penalty: 2678.039307
	Iteration 26Q: 3 clusters Score -349452.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -349500.125000 Penalty: 2678.039307
	Iteration 27Q: 3 clusters Score -349500.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -349561.218750 Penalty: 2678.039307
	Iteration 28Q: 3 clusters Score -349561.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -349617.812500 Penalty: 2678.039307
	Iteration 29Q: 3 clusters Score -349617.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -349651.625000 Penalty: 2678.039307
	Iteration 30Q: 3 clusters Score -349651.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -349673.125000 Penalty: 2678.039307
	Iteration 31Q: 3 clusters Score -349673.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -349685.593750 Penalty: 2678.039307
	Iteration 32Q: 3 clusters Score -349685.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -349691.812500 Penalty: 2678.039307
	Iteration 33Q: 3 clusters Score -349691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -349696.375000 Penalty: 2678.039307
	Iteration 34Q: 3 clusters Score -349696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -349699.843750 Penalty: 2678.039307
	Iteration 35Q: 3 clusters Score -349699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -349703.375000 Penalty: 2678.039307
	Iteration 36Q: 3 clusters Score -349703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -349705.218750 Penalty: 2678.039307
	Iteration 37Q: 3 clusters Score -349705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -349706.843750 Penalty: 2678.039307
	Iteration 38Q: 3 clusters Score -349706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -349707.281250 Penalty: 2678.039307
	Iteration 39Q: 3 clusters Score -349707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -349708.750000 Penalty: 2678.039307
	Iteration 40F: 3 clusters Score -349708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -349709.000000 Penalty: 2678.039307
	Iteration 41Q: 3 clusters Score -349709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -349710.468750 Penalty: 2678.039307
	Iteration 42Q: 3 clusters Score -349710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -349711.500000 Penalty: 2678.039307
	Iteration 43Q: 3 clusters Score -349711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -349712.656250 Penalty: 2678.039307
	Iteration 44Q: 3 clusters Score -349712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -349712.906250 Penalty: 2678.039307
	Iteration 45Q: 3 clusters Score -349712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -349712.906250 Penalty: 2678.039307
	Iteration 46F: 3 clusters Score -349712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -339113.093750 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -339113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -335997.625000 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -335997.6 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -336785.031250 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -336785 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -336953.718750 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -336953.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -337067.312500 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -337067.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -337158.500000 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -337158.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337235.406250 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -337235.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -337306.031250 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -337306 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -337384.156250 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -337384.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -337446.937500 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -337446.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -337508.781250 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -337508.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -337576.843750 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -337576.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -337655.125000 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -337655.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -337750.562500 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -337750.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -337843.593750 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -337843.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -337921.531250 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -337921.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -337995.656250 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -337995.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -338049.906250 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -338049.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -338082.187500 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -338082.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -338104.875000 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -338104.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -338116.750000 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -338116.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -338124.812500 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -338124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -338128.500000 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -338128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -338129.906250 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -338129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -338132.406250 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -338132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -338136.062500 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -338136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -338138.656250 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -338138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -338140.812500 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -338140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -338143.843750 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -338143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -338144.093750 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -338144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -338145.343750 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -338145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -338145.656250 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -338145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -338145.656250 Penalty: 2668.996582
	Iteration 31F: 3 clusters Score -338145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -143249.093750 Penalty: 1193.306763
	Iteration 0F: 2 clusters Score -143249.1 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 804 members 
Entering Unmasked Estep 
Score: -141469.796875 Penalty: 2386.613525
	Iteration 0F: 3 clusters Score -141469.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -141800.109375 Penalty: 2386.613525
	Iteration 1F: 3 clusters Score -141800.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -141885.000000 Penalty: 2386.613525
	Iteration 2F: 3 clusters Score -141885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141921.828125 Penalty: 2386.613525
	Iteration 3Q: 3 clusters Score -141921.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141947.859375 Penalty: 2386.613525
	Iteration 4Q: 3 clusters Score -141947.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -141967.734375 Penalty: 2386.613525
	Iteration 5Q: 3 clusters Score -141967.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -141977.796875 Penalty: 2386.613525
	Iteration 6Q: 3 clusters Score -141977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -141985.343750 Penalty: 2386.613525
	Iteration 7Q: 3 clusters Score -141985.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -141992.703125 Penalty: 2386.613525
	Iteration 8Q: 3 clusters Score -141992.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141996.890625 Penalty: 2386.613525
	Iteration 9Q: 3 clusters Score -141996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142001.078125 Penalty: 2386.613525
	Iteration 10Q: 3 clusters Score -142001.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142006.171875 Penalty: 2386.613525
	Iteration 11Q: 3 clusters Score -142006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -142011.656250 Penalty: 2386.613525
	Iteration 12Q: 3 clusters Score -142011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142013.359375 Penalty: 2386.613525
	Iteration 13Q: 3 clusters Score -142013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -142015.125000 Penalty: 2386.613525
	Iteration 14Q: 3 clusters Score -142015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -142018.046875 Penalty: 2386.613525
	Iteration 15Q: 3 clusters Score -142018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142018.843750 Penalty: 2386.613525
	Iteration 16Q: 3 clusters Score -142018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -142020.921875 Penalty: 2386.613525
	Iteration 17Q: 3 clusters Score -142020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -142021.468750 Penalty: 2386.613525
	Iteration 18Q: 3 clusters Score -142021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -142022.125000 Penalty: 2386.613525
	Iteration 19Q: 3 clusters Score -142022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -142022.125000 Penalty: 2386.613525
	Iteration 20F: 3 clusters Score -142022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -100205.703125 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -100205.7 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 539 members 
Entering Unmasked Estep 
Score: -98677.648438 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -98677.65 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98972.085938 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -98972.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -99046.757812 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -99046.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99094.218750 Penalty: 2278.351318
	Iteration 3Q: 3 clusters Score -99094.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99132.085938 Penalty: 2278.351318
	Iteration 4Q: 3 clusters Score -99132.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99160.171875 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -99160.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -99174.992188 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -99174.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99180.726562 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -99180.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99182.796875 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -99182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99187.453125 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -99187.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99192.117188 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -99192.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99195.828125 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -99195.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99198.656250 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -99198.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -99203.148438 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -99203.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99205.617188 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -99205.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -99206.640625 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -99206.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99207.523438 Penalty: 2278.351318
	Iteration 16Q: 3 clusters Score -99207.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99207.523438 Penalty: 2278.351318
	Iteration 17F: 3 clusters Score -99207.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -417875.812500 Penalty: 1366.090210
	Iteration 0F: 2 clusters Score -417875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -414215.750000 Penalty: 2732.180420
	Iteration 0F: 3 clusters Score -414215.8 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -415275.906250 Penalty: 2732.180420
	Iteration 1F: 3 clusters Score -415275.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -415452.406250 Penalty: 2732.180420
	Iteration 2F: 3 clusters Score -415452.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -415579.843750 Penalty: 2732.180420
	Iteration 3F: 3 clusters Score -415579.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -415675.093750 Penalty: 2732.180420
	Iteration 4Q: 3 clusters Score -415675.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -415756.843750 Penalty: 2732.180420
	Iteration 5Q: 3 clusters Score -415756.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -415828.968750 Penalty: 2732.180420
	Iteration 6Q: 3 clusters Score -415829 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -415907.187500 Penalty: 2732.180420
	Iteration 7Q: 3 clusters Score -415907.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -415966.281250 Penalty: 2732.180420
	Iteration 8Q: 3 clusters Score -415966.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -416019.843750 Penalty: 2732.180420
	Iteration 9Q: 3 clusters Score -416019.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -416073.312500 Penalty: 2732.180420
	Iteration 10Q: 3 clusters Score -416073.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -416136.718750 Penalty: 2732.180420
	Iteration 11Q: 3 clusters Score -416136.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -416196.000000 Penalty: 2732.180420
	Iteration 12Q: 3 clusters Score -416196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -416248.281250 Penalty: 2732.180420
	Iteration 13Q: 3 clusters Score -416248.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -416304.093750 Penalty: 2732.180420
	Iteration 14Q: 3 clusters Score -416304.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -416348.406250 Penalty: 2732.180420
	Iteration 15Q: 3 clusters Score -416348.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -416378.843750 Penalty: 2732.180420
	Iteration 16Q: 3 clusters Score -416378.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -416400.625000 Penalty: 2732.180420
	Iteration 17Q: 3 clusters Score -416400.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -416425.250000 Penalty: 2732.180420
	Iteration 18Q: 3 clusters Score -416425.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -416454.687500 Penalty: 2732.180420
	Iteration 19Q: 3 clusters Score -416454.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -416475.718750 Penalty: 2732.180420
	Iteration 20F: 3 clusters Score -416475.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -416511.750000 Penalty: 2732.180420
	Iteration 21Q: 3 clusters Score -416511.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -416559.968750 Penalty: 2732.180420
	Iteration 22Q: 3 clusters Score -416560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -416609.500000 Penalty: 2732.180420
	Iteration 23Q: 3 clusters Score -416609.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -416660.843750 Penalty: 2732.180420
	Iteration 24Q: 3 clusters Score -416660.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -416720.750000 Penalty: 2732.180420
	Iteration 25Q: 3 clusters Score -416720.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -416757.875000 Penalty: 2732.180420
	Iteration 26Q: 3 clusters Score -416757.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -416786.437500 Penalty: 2732.180420
	Iteration 27Q: 3 clusters Score -416786.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -416803.093750 Penalty: 2732.180420
	Iteration 28Q: 3 clusters Score -416803.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -416814.125000 Penalty: 2732.180420
	Iteration 29Q: 3 clusters Score -416814.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -416823.281250 Penalty: 2732.180420
	Iteration 30Q: 3 clusters Score -416823.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -416830.500000 Penalty: 2732.180420
	Iteration 31Q: 3 clusters Score -416830.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -416835.062500 Penalty: 2732.180420
	Iteration 32Q: 3 clusters Score -416835.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -416840.406250 Penalty: 2732.180420
	Iteration 33Q: 3 clusters Score -416840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -416843.281250 Penalty: 2732.180420
	Iteration 34Q: 3 clusters Score -416843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -416844.781250 Penalty: 2732.180420
	Iteration 35Q: 3 clusters Score -416844.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -416847.625000 Penalty: 2732.180420
	Iteration 36Q: 3 clusters Score -416847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -416849.312500 Penalty: 2732.180420
	Iteration 37Q: 3 clusters Score -416849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -416849.312500 Penalty: 2732.180420
	Iteration 38F: 3 clusters Score -416849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Entering Unmasked Estep 
Score: -1819091.750000 Penalty: 1601.936646
	Iteration 0F: 2 clusters Score -1819092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1806056.500000 Penalty: 3203.873291
	Iteration 0F: 3 clusters Score -1806056 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1810589.250000 Penalty: 3203.873291
	Iteration 1F: 3 clusters Score -1810589 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1810876.750000 Penalty: 3203.873291
	Iteration 2Q: 3 clusters Score -1810877 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1811100.500000 Penalty: 3203.873291
	Iteration 3Q: 3 clusters Score -1811100 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1811302.000000 Penalty: 3203.873291
	Iteration 4Q: 3 clusters Score -1811302 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1811487.625000 Penalty: 3203.873291
	Iteration 5Q: 3 clusters Score -1811488 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1811720.250000 Penalty: 3203.873291
	Iteration 6Q: 3 clusters Score -1811720 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1812013.375000 Penalty: 3203.873291
	Iteration 7Q: 3 clusters Score -1812013 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1812405.375000 Penalty: 3203.873291
	Iteration 8Q: 3 clusters Score -1812405 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1812913.000000 Penalty: 3203.873291
	Iteration 9Q: 3 clusters Score -1812913 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1813523.500000 Penalty: 3203.873291
	Iteration 10F: 3 clusters Score -1813524 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1814241.250000 Penalty: 3203.873291
	Iteration 11F: 3 clusters Score -1814241 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1815003.000000 Penalty: 3203.873291
	Iteration 12F: 3 clusters Score -1815003 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1815766.250000 Penalty: 3203.873291
	Iteration 13Q: 3 clusters Score -1815766 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1816368.375000 Penalty: 3203.873291
	Iteration 14Q: 3 clusters Score -1816368 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1816763.375000 Penalty: 3203.873291
	Iteration 15Q: 3 clusters Score -1816763 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1816968.875000 Penalty: 3203.873291
	Iteration 16Q: 3 clusters Score -1816969 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1817085.500000 Penalty: 3203.873291
	Iteration 17Q: 3 clusters Score -1817086 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1817164.000000 Penalty: 3203.873291
	Iteration 18Q: 3 clusters Score -1817164 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1817220.750000 Penalty: 3203.873291
	Iteration 19Q: 3 clusters Score -1817221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1817268.375000 Penalty: 3203.873291
	Iteration 20F: 3 clusters Score -1817268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1817298.375000 Penalty: 3203.873291
	Iteration 21Q: 3 clusters Score -1817298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1817338.875000 Penalty: 3203.873291
	Iteration 22Q: 3 clusters Score -1817339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1817359.750000 Penalty: 3203.873291
	Iteration 23Q: 3 clusters Score -1817360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1817377.250000 Penalty: 3203.873291
	Iteration 24Q: 3 clusters Score -1817377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1817389.125000 Penalty: 3203.873291
	Iteration 25Q: 3 clusters Score -1817389 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1817407.625000 Penalty: 3203.873291
	Iteration 26Q: 3 clusters Score -1817408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1817425.125000 Penalty: 3203.873291
	Iteration 27Q: 3 clusters Score -1817425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1817440.375000 Penalty: 3203.873291
	Iteration 28Q: 3 clusters Score -1817440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1817461.000000 Penalty: 3203.873291
	Iteration 29Q: 3 clusters Score -1817461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1817482.375000 Penalty: 3203.873291
	Iteration 30Q: 3 clusters Score -1817482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1817491.250000 Penalty: 3203.873291
	Iteration 31Q: 3 clusters Score -1817491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1817510.125000 Penalty: 3203.873291
	Iteration 32Q: 3 clusters Score -1817510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1817524.250000 Penalty: 3203.873291
	Iteration 33Q: 3 clusters Score -1817524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1817540.250000 Penalty: 3203.873291
	Iteration 34Q: 3 clusters Score -1817540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1817562.500000 Penalty: 3203.873291
	Iteration 35Q: 3 clusters Score -1817562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1817585.000000 Penalty: 3203.873291
	Iteration 36Q: 3 clusters Score -1817585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1817597.750000 Penalty: 3203.873291
	Iteration 37Q: 3 clusters Score -1817598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1817616.125000 Penalty: 3203.873291
	Iteration 38Q: 3 clusters Score -1817616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1817625.000000 Penalty: 3203.873291
	Iteration 39Q: 3 clusters Score -1817625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1817633.375000 Penalty: 3203.873291
	Iteration 40F: 3 clusters Score -1817633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1817641.875000 Penalty: 3203.873291
	Iteration 41Q: 3 clusters Score -1817642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1817650.750000 Penalty: 3203.873291
	Iteration 42Q: 3 clusters Score -1817651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1817658.125000 Penalty: 3203.873291
	Iteration 43Q: 3 clusters Score -1817658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1817667.875000 Penalty: 3203.873291
	Iteration 44Q: 3 clusters Score -1817668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1817672.750000 Penalty: 3203.873291
	Iteration 45Q: 3 clusters Score -1817673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1817674.500000 Penalty: 3203.873291
	Iteration 46Q: 3 clusters Score -1817674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1817681.250000 Penalty: 3203.873291
	Iteration 47Q: 3 clusters Score -1817681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1817685.500000 Penalty: 3203.873291
	Iteration 48Q: 3 clusters Score -1817686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1817687.875000 Penalty: 3203.873291
	Iteration 49Q: 3 clusters Score -1817688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1817689.250000 Penalty: 3203.873291
	Iteration 50Q: 3 clusters Score -1817689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1817699.250000 Penalty: 3203.873291
	Iteration 51Q: 3 clusters Score -1817699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1817703.125000 Penalty: 3203.873291
	Iteration 52Q: 3 clusters Score -1817703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1817712.125000 Penalty: 3203.873291
	Iteration 53Q: 3 clusters Score -1817712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1817715.375000 Penalty: 3203.873291
	Iteration 54Q: 3 clusters Score -1817715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1817723.375000 Penalty: 3203.873291
	Iteration 55Q: 3 clusters Score -1817723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1817728.000000 Penalty: 3203.873291
	Iteration 56Q: 3 clusters Score -1817728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1817725.625000 Penalty: 3203.873291
	Iteration 57Q: 3 clusters Score -1817726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1817734.875000 Penalty: 3203.873291
	Iteration 58Q: 3 clusters Score -1817735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1817739.125000 Penalty: 3203.873291
	Iteration 59Q: 3 clusters Score -1817739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1817744.375000 Penalty: 3203.873291
	Iteration 60F: 3 clusters Score -1817744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1817749.500000 Penalty: 3203.873291
	Iteration 61Q: 3 clusters Score -1817750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1817751.375000 Penalty: 3203.873291
	Iteration 62Q: 3 clusters Score -1817751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1817753.875000 Penalty: 3203.873291
	Iteration 63Q: 3 clusters Score -1817754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1817755.500000 Penalty: 3203.873291
	Iteration 64Q: 3 clusters Score -1817756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1817757.250000 Penalty: 3203.873291
	Iteration 65Q: 3 clusters Score -1817757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1817759.750000 Penalty: 3203.873291
	Iteration 66Q: 3 clusters Score -1817760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1817763.875000 Penalty: 3203.873291
	Iteration 67Q: 3 clusters Score -1817764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1817765.750000 Penalty: 3203.873291
	Iteration 68Q: 3 clusters Score -1817766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1817768.500000 Penalty: 3203.873291
	Iteration 69Q: 3 clusters Score -1817768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1817769.125000 Penalty: 3203.873291
	Iteration 70Q: 3 clusters Score -1817769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1817770.375000 Penalty: 3203.873291
	Iteration 71Q: 3 clusters Score -1817770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1817773.500000 Penalty: 3203.873291
	Iteration 72Q: 3 clusters Score -1817774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1817774.250000 Penalty: 3203.873291
	Iteration 73Q: 3 clusters Score -1817774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1817774.500000 Penalty: 3203.873291
	Iteration 74Q: 3 clusters Score -1817774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1817777.625000 Penalty: 3203.873291
	Iteration 75Q: 3 clusters Score -1817778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1817777.500000 Penalty: 3203.873291
	Iteration 76Q: 3 clusters Score -1817778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1817779.875000 Penalty: 3203.873291
	Iteration 77Q: 3 clusters Score -1817780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1817782.000000 Penalty: 3203.873291
	Iteration 78Q: 3 clusters Score -1817782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1817786.250000 Penalty: 3203.873291
	Iteration 79Q: 3 clusters Score -1817786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1817789.625000 Penalty: 3203.873291
	Iteration 80F: 3 clusters Score -1817790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1817787.250000 Penalty: 3203.873291
	Iteration 81Q: 3 clusters Score -1817787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1817785.375000 Penalty: 3203.873291
	Iteration 82Q: 3 clusters Score -1817785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1817786.250000 Penalty: 3203.873291
	Iteration 83Q: 3 clusters Score -1817786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1817787.875000 Penalty: 3203.873291
	Iteration 84Q: 3 clusters Score -1817788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1817789.500000 Penalty: 3203.873291
	Iteration 85Q: 3 clusters Score -1817790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1817789.500000 Penalty: 3203.873291
	Iteration 86F: 3 clusters Score -1817790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Entering Unmasked Estep 
Score: -733306.937500 Penalty: 1457.819092
	Iteration 0F: 2 clusters Score -733306.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -727532.687500 Penalty: 2915.638184
	Iteration 0F: 3 clusters Score -727532.7 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -729361.937500 Penalty: 2915.638184
	Iteration 1F: 3 clusters Score -729361.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -729709.500000 Penalty: 2915.638184
	Iteration 2F: 3 clusters Score -729709.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -730073.375000 Penalty: 2915.638184
	Iteration 3F: 3 clusters Score -730073.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -730405.937500 Penalty: 2915.638184
	Iteration 4F: 3 clusters Score -730405.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -730662.625000 Penalty: 2915.638184
	Iteration 5F: 3 clusters Score -730662.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -730910.062500 Penalty: 2915.638184
	Iteration 6Q: 3 clusters Score -730910.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -731185.812500 Penalty: 2915.638184
	Iteration 7Q: 3 clusters Score -731185.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -731414.937500 Penalty: 2915.638184
	Iteration 8Q: 3 clusters Score -731414.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -731575.875000 Penalty: 2915.638184
	Iteration 9Q: 3 clusters Score -731575.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -731682.875000 Penalty: 2915.638184
	Iteration 10Q: 3 clusters Score -731682.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -731749.625000 Penalty: 2915.638184
	Iteration 11Q: 3 clusters Score -731749.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -731801.875000 Penalty: 2915.638184
	Iteration 12Q: 3 clusters Score -731801.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -731848.000000 Penalty: 2915.638184
	Iteration 13Q: 3 clusters Score -731848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -731880.437500 Penalty: 2915.638184
	Iteration 14Q: 3 clusters Score -731880.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -731900.062500 Penalty: 2915.638184
	Iteration 15Q: 3 clusters Score -731900.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -731923.625000 Penalty: 2915.638184
	Iteration 16Q: 3 clusters Score -731923.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -731942.062500 Penalty: 2915.638184
	Iteration 17Q: 3 clusters Score -731942.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -731957.812500 Penalty: 2915.638184
	Iteration 18Q: 3 clusters Score -731957.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -731968.750000 Penalty: 2915.638184
	Iteration 19Q: 3 clusters Score -731968.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -731979.187500 Penalty: 2915.638184
	Iteration 20F: 3 clusters Score -731979.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -731990.500000 Penalty: 2915.638184
	Iteration 21Q: 3 clusters Score -731990.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -732002.500000 Penalty: 2915.638184
	Iteration 22Q: 3 clusters Score -732002.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -732011.375000 Penalty: 2915.638184
	Iteration 23Q: 3 clusters Score -732011.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -732028.500000 Penalty: 2915.638184
	Iteration 24Q: 3 clusters Score -732028.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -732039.375000 Penalty: 2915.638184
	Iteration 25Q: 3 clusters Score -732039.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -732047.500000 Penalty: 2915.638184
	Iteration 26Q: 3 clusters Score -732047.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -732061.625000 Penalty: 2915.638184
	Iteration 27Q: 3 clusters Score -732061.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -732074.562500 Penalty: 2915.638184
	Iteration 28Q: 3 clusters Score -732074.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -732091.062500 Penalty: 2915.638184
	Iteration 29Q: 3 clusters Score -732091.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -732103.187500 Penalty: 2915.638184
	Iteration 30Q: 3 clusters Score -732103.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -732117.500000 Penalty: 2915.638184
	Iteration 31Q: 3 clusters Score -732117.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -732127.875000 Penalty: 2915.638184
	Iteration 32Q: 3 clusters Score -732127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -732136.312500 Penalty: 2915.638184
	Iteration 33Q: 3 clusters Score -732136.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -732140.125000 Penalty: 2915.638184
	Iteration 34Q: 3 clusters Score -732140.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -732143.062500 Penalty: 2915.638184
	Iteration 35Q: 3 clusters Score -732143.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -732149.062500 Penalty: 2915.638184
	Iteration 36Q: 3 clusters Score -732149.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -732158.937500 Penalty: 2915.638184
	Iteration 37Q: 3 clusters Score -732158.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -732166.875000 Penalty: 2915.638184
	Iteration 38Q: 3 clusters Score -732166.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -732171.312500 Penalty: 2915.638184
	Iteration 39Q: 3 clusters Score -732171.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -732174.437500 Penalty: 2915.638184
	Iteration 40F: 3 clusters Score -732174.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -732180.812500 Penalty: 2915.638184
	Iteration 41Q: 3 clusters Score -732180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -732182.562500 Penalty: 2915.638184
	Iteration 42Q: 3 clusters Score -732182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -732184.125000 Penalty: 2915.638184
	Iteration 43Q: 3 clusters Score -732184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -732186.562500 Penalty: 2915.638184
	Iteration 44Q: 3 clusters Score -732186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -732187.375000 Penalty: 2915.638184
	Iteration 45Q: 3 clusters Score -732187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -732191.125000 Penalty: 2915.638184
	Iteration 46Q: 3 clusters Score -732191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -732193.375000 Penalty: 2915.638184
	Iteration 47Q: 3 clusters Score -732193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -732197.000000 Penalty: 2915.638184
	Iteration 48Q: 3 clusters Score -732197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -732198.125000 Penalty: 2915.638184
	Iteration 49Q: 3 clusters Score -732198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -732198.500000 Penalty: 2915.638184
	Iteration 50Q: 3 clusters Score -732198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -732200.062500 Penalty: 2915.638184
	Iteration 51Q: 3 clusters Score -732200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -732199.687500 Penalty: 2915.638184
	Iteration 52Q: 3 clusters Score -732199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -732200.625000 Penalty: 2915.638184
	Iteration 53Q: 3 clusters Score -732200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -732200.312500 Penalty: 2915.638184
	Iteration 54Q: 3 clusters Score -732200.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -732200.312500 Penalty: 2915.638184
	Iteration 55F: 3 clusters Score -732200.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (45805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Entering Unmasked Estep 
Score: -4481174.500000 Penalty: 1743.974121
	Iteration 0F: 2 clusters Score -4481174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -4462763.000000 Penalty: 3487.948242
	Iteration 0F: 3 clusters Score -4462763 nChanged 21464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4474964.500000 Penalty: 3487.948242
	Iteration 1F: 3 clusters Score -4474964 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4475309.000000 Penalty: 3487.948242
	Iteration 2Q: 3 clusters Score -4475309 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4475605.000000 Penalty: 3487.948242
	Iteration 3Q: 3 clusters Score -4475605 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -4475910.000000 Penalty: 3487.948242
	Iteration 4Q: 3 clusters Score -4475910 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -4476405.000000 Penalty: 3487.948242
	Iteration 5Q: 3 clusters Score -4476405 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -4477182.500000 Penalty: 3487.948242
	Iteration 6Q: 3 clusters Score -4477182 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4478476.500000 Penalty: 3487.948242
	Iteration 7F: 3 clusters Score -4478476 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4480653.000000 Penalty: 3487.948242
	Iteration 8F: 3 clusters Score -4480653 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4481203.000000 Penalty: 3487.948242
	Iteration 9F: 3 clusters Score -4481203 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -4480307.000000 Penalty: 3487.948242
	Iteration 10F: 3 clusters Score -4480307 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -4479930.500000 Penalty: 3487.948242
	Iteration 11Q: 3 clusters Score -4479930 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -4479850.500000 Penalty: 3487.948242
	Iteration 12Q: 3 clusters Score -4479850 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -4479699.000000 Penalty: 3487.948242
	Iteration 13Q: 3 clusters Score -4479699 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -4479748.000000 Penalty: 3487.948242
	Iteration 14Q: 3 clusters Score -4479748 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -4479784.500000 Penalty: 3487.948242
	Iteration 15Q: 3 clusters Score -4479784 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -4479777.000000 Penalty: 3487.948242
	Iteration 16Q: 3 clusters Score -4479777 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -4479808.000000 Penalty: 3487.948242
	Iteration 17Q: 3 clusters Score -4479808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -4479813.500000 Penalty: 3487.948242
	Iteration 18Q: 3 clusters Score -4479814 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -4479827.500000 Penalty: 3487.948242
	Iteration 19Q: 3 clusters Score -4479828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -4479860.500000 Penalty: 3487.948242
	Iteration 20F: 3 clusters Score -4479860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -4479863.500000 Penalty: 3487.948242
	Iteration 21Q: 3 clusters Score -4479864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -4479856.000000 Penalty: 3487.948242
	Iteration 22Q: 3 clusters Score -4479856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -4479868.500000 Penalty: 3487.948242
	Iteration 23Q: 3 clusters Score -4479868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -4479860.000000 Penalty: 3487.948242
	Iteration 24Q: 3 clusters Score -4479860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -4479874.500000 Penalty: 3487.948242
	Iteration 25Q: 3 clusters Score -4479874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -4479875.500000 Penalty: 3487.948242
	Iteration 26Q: 3 clusters Score -4479876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -4479874.000000 Penalty: 3487.948242
	Iteration 27Q: 3 clusters Score -4479874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -4479877.500000 Penalty: 3487.948242
	Iteration 28Q: 3 clusters Score -4479878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -4479878.000000 Penalty: 3487.948242
	Iteration 29Q: 3 clusters Score -4479878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -4479879.500000 Penalty: 3487.948242
	Iteration 30Q: 3 clusters Score -4479880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -4479883.000000 Penalty: 3487.948242
	Iteration 31Q: 3 clusters Score -4479883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -4479883.000000 Penalty: 3487.948242
	Iteration 32Q: 3 clusters Score -4479883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -4479886.000000 Penalty: 3487.948242
	Iteration 33Q: 3 clusters Score -4479886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -4479894.500000 Penalty: 3487.948242
	Iteration 34Q: 3 clusters Score -4479894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -4479901.500000 Penalty: 3487.948242
	Iteration 35Q: 3 clusters Score -4479902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -4479912.000000 Penalty: 3487.948242
	Iteration 36Q: 3 clusters Score -4479912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -4479899.500000 Penalty: 3487.948242
	Iteration 37Q: 3 clusters Score -4479900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -4479900.000000 Penalty: 3487.948242
	Iteration 38Q: 3 clusters Score -4479900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -4479900.000000 Penalty: 3487.948242
	Iteration 39F: 3 clusters Score -4479900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Entering Unmasked Estep 
Score: -2213930.750000 Penalty: 1637.084839
	Iteration 0F: 2 clusters Score -2213931 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 11835 members 
Entering Unmasked Estep 
Score: -2197871.750000 Penalty: 3274.169678
	Iteration 0F: 3 clusters Score -2197872 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2203822.250000 Penalty: 3274.169678
	Iteration 1F: 3 clusters Score -2203822 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2204235.250000 Penalty: 3274.169678
	Iteration 2Q: 3 clusters Score -2204235 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2204609.750000 Penalty: 3274.169678
	Iteration 3Q: 3 clusters Score -2204610 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2205032.000000 Penalty: 3274.169678
	Iteration 4Q: 3 clusters Score -2205032 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2205533.500000 Penalty: 3274.169678
	Iteration 5Q: 3 clusters Score -2205534 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2206164.500000 Penalty: 3274.169678
	Iteration 6Q: 3 clusters Score -2206164 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2206966.750000 Penalty: 3274.169678
	Iteration 7F: 3 clusters Score -2206967 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2207964.250000 Penalty: 3274.169678
	Iteration 8F: 3 clusters Score -2207964 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2209053.750000 Penalty: 3274.169678
	Iteration 9F: 3 clusters Score -2209054 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2210080.500000 Penalty: 3274.169678
	Iteration 10F: 3 clusters Score -2210080 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2210717.000000 Penalty: 3274.169678
	Iteration 11Q: 3 clusters Score -2210717 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2211079.000000 Penalty: 3274.169678
	Iteration 12Q: 3 clusters Score -2211079 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2211286.250000 Penalty: 3274.169678
	Iteration 13Q: 3 clusters Score -2211286 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2211450.500000 Penalty: 3274.169678
	Iteration 14Q: 3 clusters Score -2211450 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2211582.000000 Penalty: 3274.169678
	Iteration 15Q: 3 clusters Score -2211582 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2211687.750000 Penalty: 3274.169678
	Iteration 16Q: 3 clusters Score -2211688 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2211777.000000 Penalty: 3274.169678
	Iteration 17Q: 3 clusters Score -2211777 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2211849.750000 Penalty: 3274.169678
	Iteration 18Q: 3 clusters Score -2211850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2211917.750000 Penalty: 3274.169678
	Iteration 19Q: 3 clusters Score -2211918 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2211963.750000 Penalty: 3274.169678
	Iteration 20F: 3 clusters Score -2211964 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2212008.250000 Penalty: 3274.169678
	Iteration 21Q: 3 clusters Score -2212008 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2212056.750000 Penalty: 3274.169678
	Iteration 22Q: 3 clusters Score -2212057 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2212107.500000 Penalty: 3274.169678
	Iteration 23Q: 3 clusters Score -2212108 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2212170.500000 Penalty: 3274.169678
	Iteration 24Q: 3 clusters Score -2212170 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2212223.500000 Penalty: 3274.169678
	Iteration 25Q: 3 clusters Score -2212224 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2212247.500000 Penalty: 3274.169678
	Iteration 26Q: 3 clusters Score -2212248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2212273.250000 Penalty: 3274.169678
	Iteration 27Q: 3 clusters Score -2212273 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2212299.000000 Penalty: 3274.169678
	Iteration 28Q: 3 clusters Score -2212299 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2212325.500000 Penalty: 3274.169678
	Iteration 29Q: 3 clusters Score -2212326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2212349.750000 Penalty: 3274.169678
	Iteration 30Q: 3 clusters Score -2212350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2212366.500000 Penalty: 3274.169678
	Iteration 31Q: 3 clusters Score -2212366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2212379.250000 Penalty: 3274.169678
	Iteration 32Q: 3 clusters Score -2212379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2212387.500000 Penalty: 3274.169678
	Iteration 33Q: 3 clusters Score -2212388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2212399.500000 Penalty: 3274.169678
	Iteration 34Q: 3 clusters Score -2212400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2212426.750000 Penalty: 3274.169678
	Iteration 35Q: 3 clusters Score -2212427 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2212444.250000 Penalty: 3274.169678
	Iteration 36Q: 3 clusters Score -2212444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2212450.500000 Penalty: 3274.169678
	Iteration 37Q: 3 clusters Score -2212450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2212463.000000 Penalty: 3274.169678
	Iteration 38Q: 3 clusters Score -2212463 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2212479.250000 Penalty: 3274.169678
	Iteration 39Q: 3 clusters Score -2212479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2212503.000000 Penalty: 3274.169678
	Iteration 40F: 3 clusters Score -2212503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2212519.750000 Penalty: 3274.169678
	Iteration 41Q: 3 clusters Score -2212520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2212534.500000 Penalty: 3274.169678
	Iteration 42Q: 3 clusters Score -2212534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2212547.250000 Penalty: 3274.169678
	Iteration 43Q: 3 clusters Score -2212547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2212562.250000 Penalty: 3274.169678
	Iteration 44Q: 3 clusters Score -2212562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2212582.500000 Penalty: 3274.169678
	Iteration 45Q: 3 clusters Score -2212582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2212600.750000 Penalty: 3274.169678
	Iteration 46Q: 3 clusters Score -2212601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2212625.500000 Penalty: 3274.169678
	Iteration 47Q: 3 clusters Score -2212626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2212655.000000 Penalty: 3274.169678
	Iteration 48Q: 3 clusters Score -2212655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2212683.750000 Penalty: 3274.169678
	Iteration 49Q: 3 clusters Score -2212684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2212709.750000 Penalty: 3274.169678
	Iteration 50Q: 3 clusters Score -2212710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2212733.500000 Penalty: 3274.169678
	Iteration 51Q: 3 clusters Score -2212734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2212749.500000 Penalty: 3274.169678
	Iteration 52Q: 3 clusters Score -2212750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2212772.750000 Penalty: 3274.169678
	Iteration 53Q: 3 clusters Score -2212773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2212782.250000 Penalty: 3274.169678
	Iteration 54Q: 3 clusters Score -2212782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2212795.750000 Penalty: 3274.169678
	Iteration 55Q: 3 clusters Score -2212796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2212810.000000 Penalty: 3274.169678
	Iteration 56Q: 3 clusters Score -2212810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2212824.500000 Penalty: 3274.169678
	Iteration 57Q: 3 clusters Score -2212824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2212829.250000 Penalty: 3274.169678
	Iteration 58Q: 3 clusters Score -2212829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2212842.750000 Penalty: 3274.169678
	Iteration 59Q: 3 clusters Score -2212843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2212849.750000 Penalty: 3274.169678
	Iteration 60F: 3 clusters Score -2212850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2212858.250000 Penalty: 3274.169678
	Iteration 61Q: 3 clusters Score -2212858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2212866.000000 Penalty: 3274.169678
	Iteration 62Q: 3 clusters Score -2212866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2212870.000000 Penalty: 3274.169678
	Iteration 63Q: 3 clusters Score -2212870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2212885.500000 Penalty: 3274.169678
	Iteration 64Q: 3 clusters Score -2212886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2212898.250000 Penalty: 3274.169678
	Iteration 65Q: 3 clusters Score -2212898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2212899.750000 Penalty: 3274.169678
	Iteration 66Q: 3 clusters Score -2212900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2212913.000000 Penalty: 3274.169678
	Iteration 67Q: 3 clusters Score -2212913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2212920.250000 Penalty: 3274.169678
	Iteration 68Q: 3 clusters Score -2212920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2212926.250000 Penalty: 3274.169678
	Iteration 69Q: 3 clusters Score -2212926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2212929.000000 Penalty: 3274.169678
	Iteration 70Q: 3 clusters Score -2212929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2212940.000000 Penalty: 3274.169678
	Iteration 71Q: 3 clusters Score -2212940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2212939.500000 Penalty: 3274.169678
	Iteration 72Q: 3 clusters Score -2212940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2212946.500000 Penalty: 3274.169678
	Iteration 73Q: 3 clusters Score -2212946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2212943.000000 Penalty: 3274.169678
	Iteration 74Q: 3 clusters Score -2212943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2212950.500000 Penalty: 3274.169678
	Iteration 75Q: 3 clusters Score -2212950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2212948.500000 Penalty: 3274.169678
	Iteration 76Q: 3 clusters Score -2212948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2212947.250000 Penalty: 3274.169678
	Iteration 77Q: 3 clusters Score -2212947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2212952.500000 Penalty: 3274.169678
	Iteration 78Q: 3 clusters Score -2212952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2212950.750000 Penalty: 3274.169678
	Iteration 79Q: 3 clusters Score -2212951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2212949.250000 Penalty: 3274.169678
	Iteration 80F: 3 clusters Score -2212949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -69634.234375 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -69634.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68355.937500 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -68355.94 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68548.664062 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -68548.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68616.875000 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -68616.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68646.671875 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -68646.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68659.867188 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -68659.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68664.296875 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -68664.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68669.289062 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -68669.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68671.875000 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -68671.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68672.414062 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -68672.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68673.367188 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -68673.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68673.367188 Penalty: 2165.102783
	Iteration 10F: 3 clusters Score -68673.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -57783.296875 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -57783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56592.027344 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -56592.03 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56771.203125 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -56771.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56818.613281 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -56818.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56842.953125 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -56842.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -56851.441406 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -56851.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -56862.503906 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -56862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56869.042969 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -56869.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -56873.394531 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -56873.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56877.039062 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -56877.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -56881.984375 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -56881.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -56882.593750 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -56882.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -56882.593750 Penalty: 2098.450195
	Iteration 11F: 3 clusters Score -56882.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Entering Unmasked Estep 
Score: -483084.937500 Penalty: 1387.293701
	Iteration 0F: 2 clusters Score -483084.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -479062.500000 Penalty: 2774.587402
	Iteration 0F: 3 clusters Score -479062.5 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -480191.593750 Penalty: 2774.587402
	Iteration 1F: 3 clusters Score -480191.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -480344.531250 Penalty: 2774.587402
	Iteration 2F: 3 clusters Score -480344.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -480443.593750 Penalty: 2774.587402
	Iteration 3Q: 3 clusters Score -480443.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -480512.562500 Penalty: 2774.587402
	Iteration 4Q: 3 clusters Score -480512.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -480564.187500 Penalty: 2774.587402
	Iteration 5Q: 3 clusters Score -480564.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -480602.156250 Penalty: 2774.587402
	Iteration 6Q: 3 clusters Score -480602.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -480635.562500 Penalty: 2774.587402
	Iteration 7Q: 3 clusters Score -480635.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -480663.468750 Penalty: 2774.587402
	Iteration 8Q: 3 clusters Score -480663.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -480685.968750 Penalty: 2774.587402
	Iteration 9Q: 3 clusters Score -480686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -480708.718750 Penalty: 2774.587402
	Iteration 10Q: 3 clusters Score -480708.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -480726.437500 Penalty: 2774.587402
	Iteration 11Q: 3 clusters Score -480726.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -480736.750000 Penalty: 2774.587402
	Iteration 12Q: 3 clusters Score -480736.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -480748.187500 Penalty: 2774.587402
	Iteration 13Q: 3 clusters Score -480748.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -480760.125000 Penalty: 2774.587402
	Iteration 14Q: 3 clusters Score -480760.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -480772.937500 Penalty: 2774.587402
	Iteration 15Q: 3 clusters Score -480772.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -480790.468750 Penalty: 2774.587402
	Iteration 16Q: 3 clusters Score -480790.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -480808.781250 Penalty: 2774.587402
	Iteration 17Q: 3 clusters Score -480808.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -480825.781250 Penalty: 2774.587402
	Iteration 18Q: 3 clusters Score -480825.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -480842.656250 Penalty: 2774.587402
	Iteration 19Q: 3 clusters Score -480842.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -480851.500000 Penalty: 2774.587402
	Iteration 20F: 3 clusters Score -480851.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -480858.625000 Penalty: 2774.587402
	Iteration 21Q: 3 clusters Score -480858.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -480866.062500 Penalty: 2774.587402
	Iteration 22Q: 3 clusters Score -480866.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -480875.281250 Penalty: 2774.587402
	Iteration 23Q: 3 clusters Score -480875.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -480885.750000 Penalty: 2774.587402
	Iteration 24Q: 3 clusters Score -480885.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -480895.000000 Penalty: 2774.587402
	Iteration 25Q: 3 clusters Score -480895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -480903.343750 Penalty: 2774.587402
	Iteration 26Q: 3 clusters Score -480903.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -480913.156250 Penalty: 2774.587402
	Iteration 27Q: 3 clusters Score -480913.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -480925.687500 Penalty: 2774.587402
	Iteration 28Q: 3 clusters Score -480925.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -480934.750000 Penalty: 2774.587402
	Iteration 29Q: 3 clusters Score -480934.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -480947.062500 Penalty: 2774.587402
	Iteration 30Q: 3 clusters Score -480947.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -480959.812500 Penalty: 2774.587402
	Iteration 31Q: 3 clusters Score -480959.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -480970.906250 Penalty: 2774.587402
	Iteration 32Q: 3 clusters Score -480970.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -480987.281250 Penalty: 2774.587402
	Iteration 33Q: 3 clusters Score -480987.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -481017.250000 Penalty: 2774.587402
	Iteration 34Q: 3 clusters Score -481017.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -481059.156250 Penalty: 2774.587402
	Iteration 35Q: 3 clusters Score -481059.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -481096.281250 Penalty: 2774.587402
	Iteration 36Q: 3 clusters Score -481096.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -481145.062500 Penalty: 2774.587402
	Iteration 37Q: 3 clusters Score -481145.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -481211.031250 Penalty: 2774.587402
	Iteration 38Q: 3 clusters Score -481211 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -481289.812500 Penalty: 2774.587402
	Iteration 39Q: 3 clusters Score -481289.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -481407.812500 Penalty: 2774.587402
	Iteration 40F: 3 clusters Score -481407.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -481504.281250 Penalty: 2774.587402
	Iteration 41Q: 3 clusters Score -481504.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -481589.343750 Penalty: 2774.587402
	Iteration 42Q: 3 clusters Score -481589.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -481658.062500 Penalty: 2774.587402
	Iteration 43Q: 3 clusters Score -481658.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -481704.562500 Penalty: 2774.587402
	Iteration 44Q: 3 clusters Score -481704.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -481748.125000 Penalty: 2774.587402
	Iteration 45Q: 3 clusters Score -481748.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -481773.906250 Penalty: 2774.587402
	Iteration 46Q: 3 clusters Score -481773.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -481789.281250 Penalty: 2774.587402
	Iteration 47Q: 3 clusters Score -481789.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -481805.531250 Penalty: 2774.587402
	Iteration 48Q: 3 clusters Score -481805.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -481823.343750 Penalty: 2774.587402
	Iteration 49Q: 3 clusters Score -481823.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -481832.781250 Penalty: 2774.587402
	Iteration 50Q: 3 clusters Score -481832.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -481839.593750 Penalty: 2774.587402
	Iteration 51Q: 3 clusters Score -481839.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -481846.031250 Penalty: 2774.587402
	Iteration 52Q: 3 clusters Score -481846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -481850.937500 Penalty: 2774.587402
	Iteration 53Q: 3 clusters Score -481850.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -481856.375000 Penalty: 2774.587402
	Iteration 54Q: 3 clusters Score -481856.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -481861.781250 Penalty: 2774.587402
	Iteration 55Q: 3 clusters Score -481861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -481865.000000 Penalty: 2774.587402
	Iteration 56Q: 3 clusters Score -481865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -481867.906250 Penalty: 2774.587402
	Iteration 57Q: 3 clusters Score -481867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -481871.750000 Penalty: 2774.587402
	Iteration 58Q: 3 clusters Score -481871.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -481876.437500 Penalty: 2774.587402
	Iteration 59Q: 3 clusters Score -481876.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -481881.718750 Penalty: 2774.587402
	Iteration 60F: 3 clusters Score -481881.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -481886.250000 Penalty: 2774.587402
	Iteration 61Q: 3 clusters Score -481886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -481892.343750 Penalty: 2774.587402
	Iteration 62Q: 3 clusters Score -481892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -481898.562500 Penalty: 2774.587402
	Iteration 63Q: 3 clusters Score -481898.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -481904.656250 Penalty: 2774.587402
	Iteration 64Q: 3 clusters Score -481904.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -481908.781250 Penalty: 2774.587402
	Iteration 65Q: 3 clusters Score -481908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -481914.031250 Penalty: 2774.587402
	Iteration 66Q: 3 clusters Score -481914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -481917.125000 Penalty: 2774.587402
	Iteration 67Q: 3 clusters Score -481917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -481919.281250 Penalty: 2774.587402
	Iteration 68Q: 3 clusters Score -481919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -481923.156250 Penalty: 2774.587402
	Iteration 69Q: 3 clusters Score -481923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -481924.781250 Penalty: 2774.587402
	Iteration 70Q: 3 clusters Score -481924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -481925.218750 Penalty: 2774.587402
	Iteration 71Q: 3 clusters Score -481925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -481926.375000 Penalty: 2774.587402
	Iteration 72Q: 3 clusters Score -481926.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -481926.375000 Penalty: 2774.587402
	Iteration 73F: 3 clusters Score -481926.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 3591 members 
Mstep: Class 3 contains 38178 members 
Mstep: Class 4 contains 40772 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45085 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37616 members 
Mstep: Class 11 contains 17408 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 9205 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 15940 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20579 members 
Mstep: Class 30 contains 22719 members 
Mstep: Class 31 contains 4788 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19112 members 
Mstep: Class 42 contains 7873 members 
Mstep: Class 43 contains 45805 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776380.000000 Penalty: 100859.070312
Iteration 319Q: 48 clusters Score -4.977638e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 38663 members 
Mstep: Class 4 contains 40766 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45095 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37618 members 
Mstep: Class 11 contains 17399 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19755 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13288 members 
Mstep: Class 16 contains 9203 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40915 members 
Mstep: Class 21 contains 15359 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20581 members 
Mstep: Class 30 contains 22963 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 19316 members 
Mstep: Class 42 contains 7869 members 
Mstep: Class 43 contains 45404 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777632.000000 Penalty: 100859.070312
Iteration 320F: 48 clusters Score -4.977763e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 38611 members 
Mstep: Class 4 contains 40780 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37616 members 
Mstep: Class 11 contains 17387 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13288 members 
Mstep: Class 16 contains 9193 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 14540 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20582 members 
Mstep: Class 30 contains 23174 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4476 members 
Mstep: Class 41 contains 19473 members 
Mstep: Class 42 contains 7869 members 
Mstep: Class 43 contains 45900 members 
Mstep: Class 44 contains 23725 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776736.000000 Penalty: 100859.070312
Iteration 321Q: 48 clusters Score -4.977674e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 38693 members 
Mstep: Class 4 contains 40786 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45056 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37618 members 
Mstep: Class 11 contains 17378 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19753 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40915 members 
Mstep: Class 21 contains 14249 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20585 members 
Mstep: Class 30 contains 23375 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 19620 members 
Mstep: Class 42 contains 7867 members 
Mstep: Class 43 contains 45773 members 
Mstep: Class 44 contains 23724 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776844.000000 Penalty: 100859.070312
Iteration 322Q: 48 clusters Score -4.977684e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 38684 members 
Mstep: Class 4 contains 40791 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45045 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37619 members 
Mstep: Class 11 contains 17370 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19753 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40915 members 
Mstep: Class 21 contains 14221 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20586 members 
Mstep: Class 30 contains 23547 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 19736 members 
Mstep: Class 42 contains 7866 members 
Mstep: Class 43 contains 45510 members 
Mstep: Class 44 contains 23726 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777180.000000 Penalty: 100859.070312
Iteration 323Q: 48 clusters Score -4.977718e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 38637 members 
Mstep: Class 4 contains 40801 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45025 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37622 members 
Mstep: Class 11 contains 17362 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19753 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 14335 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20588 members 
Mstep: Class 30 contains 23685 members 
Mstep: Class 31 contains 4803 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 19833 members 
Mstep: Class 42 contains 7865 members 
Mstep: Class 43 contains 45215 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777196.000000 Penalty: 100859.070312
Iteration 324Q: 48 clusters Score -4.97772e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 38586 members 
Mstep: Class 4 contains 40798 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45044 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37622 members 
Mstep: Class 11 contains 17357 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19753 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 14553 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20589 members 
Mstep: Class 30 contains 23807 members 
Mstep: Class 31 contains 4804 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 19932 members 
Mstep: Class 42 contains 7864 members 
Mstep: Class 43 contains 44811 members 
Mstep: Class 44 contains 23727 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777348.000000 Penalty: 100859.070312
Iteration 325Q: 48 clusters Score -4.977735e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 38496 members 
Mstep: Class 4 contains 40802 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45067 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37621 members 
Mstep: Class 11 contains 17347 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 19752 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9172 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 14829 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20591 members 
Mstep: Class 30 contains 23917 members 
Mstep: Class 31 contains 4806 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20028 members 
Mstep: Class 42 contains 7864 members 
Mstep: Class 43 contains 44395 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777564.000000 Penalty: 100859.070312
Iteration 326Q: 48 clusters Score -4.977756e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 38423 members 
Mstep: Class 4 contains 40804 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45092 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37622 members 
Mstep: Class 11 contains 17344 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 19752 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9173 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20592 members 
Mstep: Class 30 contains 23992 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20078 members 
Mstep: Class 42 contains 7864 members 
Mstep: Class 43 contains 43999 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778048.000000 Penalty: 100859.070312
Iteration 327Q: 48 clusters Score -4.977805e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3677 members 
Mstep: Class 3 contains 38362 members 
Mstep: Class 4 contains 40804 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45117 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37622 members 
Mstep: Class 11 contains 17339 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19751 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 15539 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20591 members 
Mstep: Class 30 contains 24036 members 
Mstep: Class 31 contains 4808 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20112 members 
Mstep: Class 42 contains 7864 members 
Mstep: Class 43 contains 43577 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778452.000000 Penalty: 100859.070312
Iteration 328Q: 48 clusters Score -4.977845e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 3 contains 38321 members 
Mstep: Class 4 contains 40804 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45147 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37623 members 
Mstep: Class 11 contains 17338 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19751 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 15955 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20594 members 
Mstep: Class 30 contains 24052 members 
Mstep: Class 31 contains 4810 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20147 members 
Mstep: Class 42 contains 7863 members 
Mstep: Class 43 contains 43125 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778832.000000 Penalty: 100859.070312
Iteration 329Q: 48 clusters Score -4.977883e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 3671 members 
Mstep: Class 3 contains 38251 members 
Mstep: Class 4 contains 40802 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45181 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37624 members 
Mstep: Class 11 contains 17335 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19751 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 16397 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20596 members 
Mstep: Class 30 contains 24052 members 
Mstep: Class 31 contains 4812 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20169 members 
Mstep: Class 42 contains 7862 members 
Mstep: Class 43 contains 42702 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779180.000000 Penalty: 100859.070312
Iteration 330Q: 48 clusters Score -4.977918e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 38182 members 
Mstep: Class 4 contains 40798 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45215 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37624 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19750 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9171 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 16890 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20597 members 
Mstep: Class 30 contains 24046 members 
Mstep: Class 31 contains 4814 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20184 members 
Mstep: Class 42 contains 7862 members 
Mstep: Class 43 contains 42241 members 
Mstep: Class 44 contains 23729 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779508.000000 Penalty: 100859.070312
Iteration 331Q: 48 clusters Score -4.977951e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3659 members 
Mstep: Class 3 contains 38124 members 
Mstep: Class 4 contains 40801 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45246 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37624 members 
Mstep: Class 11 contains 17329 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19750 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9173 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20597 members 
Mstep: Class 30 contains 24010 members 
Mstep: Class 31 contains 4814 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20203 members 
Mstep: Class 42 contains 7862 members 
Mstep: Class 43 contains 41795 members 
Mstep: Class 44 contains 23729 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779908.000000 Penalty: 100859.070312
Iteration 332Q: 48 clusters Score -4.977991e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 3655 members 
Mstep: Class 3 contains 38067 members 
Mstep: Class 4 contains 40802 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 45271 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37624 members 
Mstep: Class 11 contains 17327 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19750 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 17913 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20597 members 
Mstep: Class 30 contains 23971 members 
Mstep: Class 31 contains 4816 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20210 members 
Mstep: Class 42 contains 7862 members 
Mstep: Class 43 contains 41319 members 
Mstep: Class 44 contains 23729 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780284.000000 Penalty: 100859.070312
Iteration 333Q: 48 clusters Score -4.978028e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 38014 members 
Mstep: Class 4 contains 40808 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 45299 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37625 members 
Mstep: Class 11 contains 17325 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19748 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 18454 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20598 members 
Mstep: Class 30 contains 23905 members 
Mstep: Class 31 contains 4817 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 20197 members 
Mstep: Class 42 contains 7862 members 
Mstep: Class 43 contains 40874 members 
Mstep: Class 44 contains 23729 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780604.000000 Penalty: 100859.070312
Iteration 334Q: 48 clusters Score -4.97806e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 37969 members 
Mstep: Class 4 contains 40813 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 45313 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37625 members 
Mstep: Class 11 contains 17325 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19747 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40905 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20599 members 
Mstep: Class 30 contains 23842 members 
Mstep: Class 31 contains 4817 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4474 members 
Mstep: Class 41 contains 20176 members 
Mstep: Class 42 contains 7862 members 
Mstep: Class 43 contains 40444 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781088.000000 Penalty: 100859.070312
Iteration 335Q: 48 clusters Score -4.978109e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 37912 members 
Mstep: Class 4 contains 40818 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45334 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37625 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19746 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 19577 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20599 members 
Mstep: Class 30 contains 23764 members 
Mstep: Class 31 contains 4821 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 20138 members 
Mstep: Class 42 contains 7860 members 
Mstep: Class 43 contains 40022 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781396.000000 Penalty: 100859.070312
Iteration 336Q: 48 clusters Score -4.97814e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 37831 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 45347 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37624 members 
Mstep: Class 11 contains 17318 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19746 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 9172 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 20127 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20599 members 
Mstep: Class 30 contains 23663 members 
Mstep: Class 31 contains 4824 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 20111 members 
Mstep: Class 42 contains 7860 members 
Mstep: Class 43 contains 39668 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781844.000000 Penalty: 100859.070312
Iteration 337Q: 48 clusters Score -4.978184e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3645 members 
Mstep: Class 3 contains 37766 members 
Mstep: Class 4 contains 40834 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37625 members 
Mstep: Class 11 contains 17316 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19745 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9165 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 20625 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20599 members 
Mstep: Class 30 contains 23576 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 20084 members 
Mstep: Class 42 contains 7857 members 
Mstep: Class 43 contains 39340 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782020.000000 Penalty: 100859.070312
Iteration 338Q: 48 clusters Score -4.978202e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 37712 members 
Mstep: Class 4 contains 40835 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45367 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37627 members 
Mstep: Class 11 contains 17310 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19744 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 9161 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 21039 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20600 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20044 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 39092 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782100.000000 Penalty: 100859.070312
Iteration 339Q: 48 clusters Score -4.97821e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 37672 members 
Mstep: Class 4 contains 40833 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45378 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37627 members 
Mstep: Class 11 contains 17309 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19744 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 9159 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 21418 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20603 members 
Mstep: Class 30 contains 23425 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20015 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 38856 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782376.000000 Penalty: 100859.070312
Iteration 340F: 48 clusters Score -4.978238e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 37625 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45391 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37626 members 
Mstep: Class 11 contains 17307 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19742 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 9155 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 21992 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20606 members 
Mstep: Class 30 contains 23345 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19982 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 38431 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782732.000000 Penalty: 100859.070312
Iteration 341Q: 48 clusters Score -4.978273e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 37583 members 
Mstep: Class 4 contains 40833 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45396 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37627 members 
Mstep: Class 11 contains 17308 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 9158 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 22652 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20606 members 
Mstep: Class 30 contains 23234 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19924 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 37972 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783124.000000 Penalty: 100859.070312
Iteration 342Q: 48 clusters Score -4.978312e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 37543 members 
Mstep: Class 4 contains 40834 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45409 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37627 members 
Mstep: Class 11 contains 17308 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 9155 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 23305 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20606 members 
Mstep: Class 30 contains 23132 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19858 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 37521 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783324.000000 Penalty: 100859.070312
Iteration 343Q: 48 clusters Score -4.978332e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 37515 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 45408 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37629 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 9157 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40913 members 
Mstep: Class 21 contains 24001 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20605 members 
Mstep: Class 30 contains 23023 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19763 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 37059 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783632.000000 Penalty: 100859.070312
Iteration 344Q: 48 clusters Score -4.978363e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 3621 members 
Mstep: Class 3 contains 37460 members 
Mstep: Class 4 contains 40835 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45412 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37630 members 
Mstep: Class 11 contains 17303 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 9161 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40916 members 
Mstep: Class 21 contains 24684 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20607 members 
Mstep: Class 30 contains 22894 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19671 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 36647 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783880.000000 Penalty: 100859.070312
Iteration 345Q: 48 clusters Score -4.978388e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 3611 members 
Mstep: Class 3 contains 37396 members 
Mstep: Class 4 contains 40841 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45396 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 17299 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 9165 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40916 members 
Mstep: Class 21 contains 25354 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 22774 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19585 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 36261 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783980.000000 Penalty: 100859.070312
Iteration 346Q: 48 clusters Score -4.978398e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3608 members 
Mstep: Class 3 contains 37352 members 
Mstep: Class 4 contains 40842 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45388 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 17297 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40918 members 
Mstep: Class 21 contains 25989 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 22634 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19486 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 35921 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784116.000000 Penalty: 100859.070312
Iteration 347Q: 48 clusters Score -4.978412e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3608 members 
Mstep: Class 3 contains 37309 members 
Mstep: Class 4 contains 40851 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45387 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 17297 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40918 members 
Mstep: Class 21 contains 26605 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20611 members 
Mstep: Class 30 contains 22517 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19392 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 35546 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784184.000000 Penalty: 100859.070312
Iteration 348Q: 48 clusters Score -4.978418e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 3596 members 
Mstep: Class 3 contains 37264 members 
Mstep: Class 4 contains 40852 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45381 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 9175 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40920 members 
Mstep: Class 21 contains 27214 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20611 members 
Mstep: Class 30 contains 22416 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19298 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 35194 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784216.000000 Penalty: 100859.070312
Iteration 349Q: 48 clusters Score -4.978422e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3586 members 
Mstep: Class 3 contains 37253 members 
Mstep: Class 4 contains 40856 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 9173 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40924 members 
Mstep: Class 21 contains 27794 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 22326 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19203 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 34840 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784148.000000 Penalty: 100859.070312
Iteration 350Q: 48 clusters Score -4.978415e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3586 members 
Mstep: Class 3 contains 37255 members 
Mstep: Class 4 contains 40864 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45323 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17296 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13304 members 
Mstep: Class 16 contains 9180 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40928 members 
Mstep: Class 21 contains 28295 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20609 members 
Mstep: Class 30 contains 22233 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19116 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 34525 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784096.000000 Penalty: 100859.070312
Iteration 351Q: 48 clusters Score -4.97841e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3584 members 
Mstep: Class 3 contains 37249 members 
Mstep: Class 4 contains 40862 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45306 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17300 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13306 members 
Mstep: Class 16 contains 9182 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40931 members 
Mstep: Class 21 contains 28777 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20609 members 
Mstep: Class 30 contains 22119 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19041 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 34245 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784016.000000 Penalty: 100859.070312
Iteration 352Q: 48 clusters Score -4.978402e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 3583 members 
Mstep: Class 3 contains 37256 members 
Mstep: Class 4 contains 40857 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 45290 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17301 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40933 members 
Mstep: Class 21 contains 29211 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 20609 members 
Mstep: Class 30 contains 22013 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18976 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 33985 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784040.000000 Penalty: 100859.070312
Iteration 353Q: 48 clusters Score -4.978404e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3586 members 
Mstep: Class 3 contains 37259 members 
Mstep: Class 4 contains 40859 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45264 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17302 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9205 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40935 members 
Mstep: Class 21 contains 29567 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 21917 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18910 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 33796 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783888.000000 Penalty: 100859.070312
Iteration 354Q: 48 clusters Score -4.978389e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 3 contains 37276 members 
Mstep: Class 4 contains 40863 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 45238 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17302 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9215 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40935 members 
Mstep: Class 21 contains 29864 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 21829 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18873 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 33613 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783544.000000 Penalty: 100859.070312
Iteration 355Q: 48 clusters Score -4.978354e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 3 contains 37290 members 
Mstep: Class 4 contains 40859 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17298 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13310 members 
Mstep: Class 16 contains 9223 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40936 members 
Mstep: Class 21 contains 30146 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 21771 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18826 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 33441 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783284.000000 Penalty: 100859.070312
Iteration 356Q: 48 clusters Score -4.978328e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 37283 members 
Mstep: Class 4 contains 40862 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45161 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13309 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40937 members 
Mstep: Class 21 contains 30411 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 21731 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18801 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 33278 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783032.000000 Penalty: 100859.070312
Iteration 357Q: 48 clusters Score -4.978303e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3608 members 
Mstep: Class 3 contains 37284 members 
Mstep: Class 4 contains 40861 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45127 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17296 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13310 members 
Mstep: Class 16 contains 9239 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40938 members 
Mstep: Class 21 contains 30652 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 21680 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18764 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 33142 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782844.000000 Penalty: 100859.070312
Iteration 358Q: 48 clusters Score -4.978284e+07 nChanged 574
Entering ConstructFrom: 
Score: -49782844.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (37069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Entering Unmasked Estep 
Score: -3646785.750000 Penalty: 1709.587158
	Iteration 0F: 2 clusters Score -3646786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3624262.250000 Penalty: 3419.174316
	Iteration 0F: 3 clusters Score -3624262 nChanged 17143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3634110.750000 Penalty: 3419.174316
	Iteration 1F: 3 clusters Score -3634111 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3634747.250000 Penalty: 3419.174316
	Iteration 2Q: 3 clusters Score -3634747 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3635448.250000 Penalty: 3419.174316
	Iteration 3Q: 3 clusters Score -3635448 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3636253.250000 Penalty: 3419.174316
	Iteration 4F: 3 clusters Score -3636253 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3637120.250000 Penalty: 3419.174316
	Iteration 5F: 3 clusters Score -3637120 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3638093.750000 Penalty: 3419.174316
	Iteration 6F: 3 clusters Score -3638094 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3639189.500000 Penalty: 3419.174316
	Iteration 7F: 3 clusters Score -3639190 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3640526.250000 Penalty: 3419.174316
	Iteration 8F: 3 clusters Score -3640526 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3642074.500000 Penalty: 3419.174316
	Iteration 9Q: 3 clusters Score -3642074 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3643654.750000 Penalty: 3419.174316
	Iteration 10Q: 3 clusters Score -3643655 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3644803.500000 Penalty: 3419.174316
	Iteration 11Q: 3 clusters Score -3644804 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3645495.500000 Penalty: 3419.174316
	Iteration 12Q: 3 clusters Score -3645496 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -3645855.750000 Penalty: 3419.174316
	Iteration 13Q: 3 clusters Score -3645856 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -3646090.750000 Penalty: 3419.174316
	Iteration 14Q: 3 clusters Score -3646091 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -3646259.000000 Penalty: 3419.174316
	Iteration 15Q: 3 clusters Score -3646259 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -3646422.750000 Penalty: 3419.174316
	Iteration 16Q: 3 clusters Score -3646423 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -3646545.000000 Penalty: 3419.174316
	Iteration 17Q: 3 clusters Score -3646545 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -3646572.000000 Penalty: 3419.174316
	Iteration 18Q: 3 clusters Score -3646572 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3646548.000000 Penalty: 3419.174316
	Iteration 19Q: 3 clusters Score -3646548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -3646501.750000 Penalty: 3419.174316
	Iteration 20F: 3 clusters Score -3646502 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -3646452.250000 Penalty: 3419.174316
	Iteration 21Q: 3 clusters Score -3646452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3646404.250000 Penalty: 3419.174316
	Iteration 22Q: 3 clusters Score -3646404 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3646367.750000 Penalty: 3419.174316
	Iteration 23Q: 3 clusters Score -3646368 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -3646343.500000 Penalty: 3419.174316
	Iteration 24Q: 3 clusters Score -3646344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3646292.500000 Penalty: 3419.174316
	Iteration 25Q: 3 clusters Score -3646292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -3646263.500000 Penalty: 3419.174316
	Iteration 26Q: 3 clusters Score -3646264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -3646227.500000 Penalty: 3419.174316
	Iteration 27Q: 3 clusters Score -3646228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -3646194.750000 Penalty: 3419.174316
	Iteration 28Q: 3 clusters Score -3646195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3646170.000000 Penalty: 3419.174316
	Iteration 29Q: 3 clusters Score -3646170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -3646147.250000 Penalty: 3419.174316
	Iteration 30Q: 3 clusters Score -3646147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -3646130.000000 Penalty: 3419.174316
	Iteration 31Q: 3 clusters Score -3646130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3646099.000000 Penalty: 3419.174316
	Iteration 32Q: 3 clusters Score -3646099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -3646091.250000 Penalty: 3419.174316
	Iteration 33Q: 3 clusters Score -3646091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -3646072.000000 Penalty: 3419.174316
	Iteration 34Q: 3 clusters Score -3646072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -3646049.500000 Penalty: 3419.174316
	Iteration 35Q: 3 clusters Score -3646050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3646049.250000 Penalty: 3419.174316
	Iteration 36Q: 3 clusters Score -3646049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3646041.000000 Penalty: 3419.174316
	Iteration 37Q: 3 clusters Score -3646041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -3646041.500000 Penalty: 3419.174316
	Iteration 38Q: 3 clusters Score -3646042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -3646042.500000 Penalty: 3419.174316
	Iteration 39Q: 3 clusters Score -3646042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -3646032.750000 Penalty: 3419.174316
	Iteration 40F: 3 clusters Score -3646033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3646017.250000 Penalty: 3419.174316
	Iteration 41Q: 3 clusters Score -3646017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -3646018.000000 Penalty: 3419.174316
	Iteration 42Q: 3 clusters Score -3646018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -3646020.000000 Penalty: 3419.174316
	Iteration 43Q: 3 clusters Score -3646020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -3646013.000000 Penalty: 3419.174316
	Iteration 44Q: 3 clusters Score -3646013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3646008.500000 Penalty: 3419.174316
	Iteration 45Q: 3 clusters Score -3646008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -3645995.000000 Penalty: 3419.174316
	Iteration 46Q: 3 clusters Score -3645995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -3645994.250000 Penalty: 3419.174316
	Iteration 47Q: 3 clusters Score -3645994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -3645991.500000 Penalty: 3419.174316
	Iteration 48Q: 3 clusters Score -3645992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -3645994.000000 Penalty: 3419.174316
	Iteration 49Q: 3 clusters Score -3645994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3645980.500000 Penalty: 3419.174316
	Iteration 50Q: 3 clusters Score -3645980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -3645972.000000 Penalty: 3419.174316
	Iteration 51Q: 3 clusters Score -3645972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3645966.250000 Penalty: 3419.174316
	Iteration 52Q: 3 clusters Score -3645966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -3645968.750000 Penalty: 3419.174316
	Iteration 53Q: 3 clusters Score -3645969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -3645970.500000 Penalty: 3419.174316
	Iteration 54Q: 3 clusters Score -3645970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -3645961.500000 Penalty: 3419.174316
	Iteration 55Q: 3 clusters Score -3645962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3645950.250000 Penalty: 3419.174316
	Iteration 56Q: 3 clusters Score -3645950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -3645950.250000 Penalty: 3419.174316
	Iteration 57Q: 3 clusters Score -3645950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3645948.250000 Penalty: 3419.174316
	Iteration 58Q: 3 clusters Score -3645948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -3645943.000000 Penalty: 3419.174316
	Iteration 59Q: 3 clusters Score -3645943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -3645937.250000 Penalty: 3419.174316
	Iteration 60F: 3 clusters Score -3645937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3645935.000000 Penalty: 3419.174316
	Iteration 61Q: 3 clusters Score -3645935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -3645930.000000 Penalty: 3419.174316
	Iteration 62Q: 3 clusters Score -3645930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3645917.500000 Penalty: 3419.174316
	Iteration 63Q: 3 clusters Score -3645918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -3645912.500000 Penalty: 3419.174316
	Iteration 64Q: 3 clusters Score -3645912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -3645903.250000 Penalty: 3419.174316
	Iteration 65Q: 3 clusters Score -3645903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3645904.500000 Penalty: 3419.174316
	Iteration 66Q: 3 clusters Score -3645904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -3645906.750000 Penalty: 3419.174316
	Iteration 67Q: 3 clusters Score -3645907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -3645905.000000 Penalty: 3419.174316
	Iteration 68Q: 3 clusters Score -3645905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -3645894.750000 Penalty: 3419.174316
	Iteration 69Q: 3 clusters Score -3645895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -3645899.500000 Penalty: 3419.174316
	Iteration 70Q: 3 clusters Score -3645900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -3645894.750000 Penalty: 3419.174316
	Iteration 71Q: 3 clusters Score -3645895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -3645893.750000 Penalty: 3419.174316
	Iteration 72Q: 3 clusters Score -3645894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -3645892.750000 Penalty: 3419.174316
	Iteration 73Q: 3 clusters Score -3645893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -3645894.000000 Penalty: 3419.174316
	Iteration 74Q: 3 clusters Score -3645894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -3645894.000000 Penalty: 3419.174316
	Iteration 75F: 3 clusters Score -3645894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -338263.687500 Penalty: 1331.337646
	Iteration 0F: 2 clusters Score -338263.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -335165.093750 Penalty: 2662.675293
	Iteration 0F: 3 clusters Score -335165.1 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -335930.187500 Penalty: 2662.675293
	Iteration 1F: 3 clusters Score -335930.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -336101.000000 Penalty: 2662.675293
	Iteration 2F: 3 clusters Score -336101 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -336219.843750 Penalty: 2662.675293
	Iteration 3F: 3 clusters Score -336219.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -336294.468750 Penalty: 2662.675293
	Iteration 4Q: 3 clusters Score -336294.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -336368.812500 Penalty: 2662.675293
	Iteration 5Q: 3 clusters Score -336368.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -336425.125000 Penalty: 2662.675293
	Iteration 6Q: 3 clusters Score -336425.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -336477.968750 Penalty: 2662.675293
	Iteration 7Q: 3 clusters Score -336478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -336534.906250 Penalty: 2662.675293
	Iteration 8Q: 3 clusters Score -336534.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -336575.437500 Penalty: 2662.675293
	Iteration 9Q: 3 clusters Score -336575.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -336621.906250 Penalty: 2662.675293
	Iteration 10Q: 3 clusters Score -336621.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -336677.687500 Penalty: 2662.675293
	Iteration 11Q: 3 clusters Score -336677.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -336739.906250 Penalty: 2662.675293
	Iteration 12Q: 3 clusters Score -336739.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -336789.000000 Penalty: 2662.675293
	Iteration 13Q: 3 clusters Score -336789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -336830.312500 Penalty: 2662.675293
	Iteration 14Q: 3 clusters Score -336830.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -336865.250000 Penalty: 2662.675293
	Iteration 15Q: 3 clusters Score -336865.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -336888.593750 Penalty: 2662.675293
	Iteration 16Q: 3 clusters Score -336888.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -336914.250000 Penalty: 2662.675293
	Iteration 17Q: 3 clusters Score -336914.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -336939.375000 Penalty: 2662.675293
	Iteration 18Q: 3 clusters Score -336939.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -336953.843750 Penalty: 2662.675293
	Iteration 19Q: 3 clusters Score -336953.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -336967.687500 Penalty: 2662.675293
	Iteration 20F: 3 clusters Score -336967.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -336981.875000 Penalty: 2662.675293
	Iteration 21Q: 3 clusters Score -336981.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -336997.093750 Penalty: 2662.675293
	Iteration 22Q: 3 clusters Score -336997.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -337014.687500 Penalty: 2662.675293
	Iteration 23Q: 3 clusters Score -337014.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -337039.687500 Penalty: 2662.675293
	Iteration 24Q: 3 clusters Score -337039.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -337057.500000 Penalty: 2662.675293
	Iteration 25Q: 3 clusters Score -337057.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -337069.656250 Penalty: 2662.675293
	Iteration 26Q: 3 clusters Score -337069.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -337079.843750 Penalty: 2662.675293
	Iteration 27Q: 3 clusters Score -337079.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -337092.000000 Penalty: 2662.675293
	Iteration 28Q: 3 clusters Score -337092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -337097.718750 Penalty: 2662.675293
	Iteration 29Q: 3 clusters Score -337097.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -337103.125000 Penalty: 2662.675293
	Iteration 30Q: 3 clusters Score -337103.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -337106.437500 Penalty: 2662.675293
	Iteration 31Q: 3 clusters Score -337106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -337109.375000 Penalty: 2662.675293
	Iteration 32Q: 3 clusters Score -337109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -337109.562500 Penalty: 2662.675293
	Iteration 33Q: 3 clusters Score -337109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -337110.531250 Penalty: 2662.675293
	Iteration 34Q: 3 clusters Score -337110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -337111.968750 Penalty: 2662.675293
	Iteration 35Q: 3 clusters Score -337112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -337112.468750 Penalty: 2662.675293
	Iteration 36Q: 3 clusters Score -337112.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -337112.468750 Penalty: 2662.675293
	Iteration 37F: 3 clusters Score -337112.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Entering Unmasked Estep 
Score: -3488681.500000 Penalty: 1710.496338
	Iteration 0F: 2 clusters Score -3488682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3464444.250000 Penalty: 3420.992676
	Iteration 0F: 3 clusters Score -3464444 nChanged 17363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3474109.250000 Penalty: 3420.992676
	Iteration 1F: 3 clusters Score -3474109 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3474535.500000 Penalty: 3420.992676
	Iteration 2Q: 3 clusters Score -3474536 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3474976.000000 Penalty: 3420.992676
	Iteration 3Q: 3 clusters Score -3474976 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3475520.250000 Penalty: 3420.992676
	Iteration 4Q: 3 clusters Score -3475520 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3476337.500000 Penalty: 3420.992676
	Iteration 5Q: 3 clusters Score -3476338 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3477632.250000 Penalty: 3420.992676
	Iteration 6F: 3 clusters Score -3477632 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3479423.250000 Penalty: 3420.992676
	Iteration 7F: 3 clusters Score -3479423 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3481568.250000 Penalty: 3420.992676
	Iteration 8F: 3 clusters Score -3481568 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3483726.250000 Penalty: 3420.992676
	Iteration 9F: 3 clusters Score -3483726 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3485414.250000 Penalty: 3420.992676
	Iteration 10F: 3 clusters Score -3485414 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3486200.500000 Penalty: 3420.992676
	Iteration 11Q: 3 clusters Score -3486200 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -3486573.000000 Penalty: 3420.992676
	Iteration 12Q: 3 clusters Score -3486573 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -3486821.750000 Penalty: 3420.992676
	Iteration 13Q: 3 clusters Score -3486822 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -3486960.750000 Penalty: 3420.992676
	Iteration 14Q: 3 clusters Score -3486961 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -3487050.500000 Penalty: 3420.992676
	Iteration 15Q: 3 clusters Score -3487050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -3487106.000000 Penalty: 3420.992676
	Iteration 16Q: 3 clusters Score -3487106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -3487128.250000 Penalty: 3420.992676
	Iteration 17Q: 3 clusters Score -3487128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -3487153.000000 Penalty: 3420.992676
	Iteration 18Q: 3 clusters Score -3487153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -3487178.750000 Penalty: 3420.992676
	Iteration 19Q: 3 clusters Score -3487179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -3487189.000000 Penalty: 3420.992676
	Iteration 20F: 3 clusters Score -3487189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -3487205.250000 Penalty: 3420.992676
	Iteration 21Q: 3 clusters Score -3487205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3487206.500000 Penalty: 3420.992676
	Iteration 22Q: 3 clusters Score -3487206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -3487210.000000 Penalty: 3420.992676
	Iteration 23Q: 3 clusters Score -3487210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3487206.000000 Penalty: 3420.992676
	Iteration 24Q: 3 clusters Score -3487206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -3487212.750000 Penalty: 3420.992676
	Iteration 25Q: 3 clusters Score -3487213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3487209.250000 Penalty: 3420.992676
	Iteration 26Q: 3 clusters Score -3487209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3487211.500000 Penalty: 3420.992676
	Iteration 27Q: 3 clusters Score -3487212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -3487211.250000 Penalty: 3420.992676
	Iteration 28Q: 3 clusters Score -3487211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3487214.250000 Penalty: 3420.992676
	Iteration 29Q: 3 clusters Score -3487214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -3487213.250000 Penalty: 3420.992676
	Iteration 30Q: 3 clusters Score -3487213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -3487216.000000 Penalty: 3420.992676
	Iteration 31Q: 3 clusters Score -3487216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -3487216.000000 Penalty: 3420.992676
	Iteration 32F: 3 clusters Score -3487216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Entering Unmasked Estep 
Score: -3875675.500000 Penalty: 1725.394043
	Iteration 0F: 2 clusters Score -3875676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3850940.500000 Penalty: 3450.788086
	Iteration 0F: 3 clusters Score -3850940 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3861733.250000 Penalty: 3450.788086
	Iteration 1F: 3 clusters Score -3861733 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3862124.250000 Penalty: 3450.788086
	Iteration 2Q: 3 clusters Score -3862124 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3862592.750000 Penalty: 3450.788086
	Iteration 3Q: 3 clusters Score -3862593 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3863179.000000 Penalty: 3450.788086
	Iteration 4Q: 3 clusters Score -3863179 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3864094.750000 Penalty: 3450.788086
	Iteration 5Q: 3 clusters Score -3864095 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3865466.000000 Penalty: 3450.788086
	Iteration 6F: 3 clusters Score -3865466 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3867466.750000 Penalty: 3450.788086
	Iteration 7F: 3 clusters Score -3867467 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3869760.000000 Penalty: 3450.788086
	Iteration 8F: 3 clusters Score -3869760 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3871888.500000 Penalty: 3450.788086
	Iteration 9F: 3 clusters Score -3871888 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3872864.750000 Penalty: 3450.788086
	Iteration 10F: 3 clusters Score -3872865 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3873268.250000 Penalty: 3450.788086
	Iteration 11Q: 3 clusters Score -3873268 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3873590.250000 Penalty: 3450.788086
	Iteration 12Q: 3 clusters Score -3873590 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3873810.500000 Penalty: 3450.788086
	Iteration 13Q: 3 clusters Score -3873810 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3873944.750000 Penalty: 3450.788086
	Iteration 14Q: 3 clusters Score -3873945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3874058.500000 Penalty: 3450.788086
	Iteration 15Q: 3 clusters Score -3874058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3874114.000000 Penalty: 3450.788086
	Iteration 16Q: 3 clusters Score -3874114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3874134.500000 Penalty: 3450.788086
	Iteration 17Q: 3 clusters Score -3874134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3874148.000000 Penalty: 3450.788086
	Iteration 18Q: 3 clusters Score -3874148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3874168.250000 Penalty: 3450.788086
	Iteration 19Q: 3 clusters Score -3874168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3874184.000000 Penalty: 3450.788086
	Iteration 20F: 3 clusters Score -3874184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3874204.500000 Penalty: 3450.788086
	Iteration 21Q: 3 clusters Score -3874204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3874210.000000 Penalty: 3450.788086
	Iteration 22Q: 3 clusters Score -3874210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3874216.750000 Penalty: 3450.788086
	Iteration 23Q: 3 clusters Score -3874217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3874231.000000 Penalty: 3450.788086
	Iteration 24Q: 3 clusters Score -3874231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3874232.000000 Penalty: 3450.788086
	Iteration 25Q: 3 clusters Score -3874232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3874232.750000 Penalty: 3450.788086
	Iteration 26Q: 3 clusters Score -3874233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3874235.750000 Penalty: 3450.788086
	Iteration 27Q: 3 clusters Score -3874236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3874238.750000 Penalty: 3450.788086
	Iteration 28Q: 3 clusters Score -3874239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3874236.500000 Penalty: 3450.788086
	Iteration 29Q: 3 clusters Score -3874236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3874236.000000 Penalty: 3450.788086
	Iteration 30Q: 3 clusters Score -3874236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3874238.750000 Penalty: 3450.788086
	Iteration 31Q: 3 clusters Score -3874239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3874238.750000 Penalty: 3450.788086
	Iteration 32F: 3 clusters Score -3874239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -172412.765625 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -172412.8 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 974 members 
Entering Unmasked Estep 
Score: -170385.703125 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -170385.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -170892.843750 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -170892.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -171095.734375 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -171095.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -171308.687500 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -171308.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -171476.687500 Penalty: 2456.856689
	Iteration 4F: 3 clusters Score -171476.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -171586.109375 Penalty: 2456.856689
	Iteration 5F: 3 clusters Score -171586.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -171684.078125 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -171684.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -171746.187500 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -171746.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -171791.656250 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -171791.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -171827.265625 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -171827.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -171843.718750 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -171843.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -171851.703125 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -171851.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -171856.359375 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -171856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -171859.703125 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -171859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -171864.453125 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -171864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -171867.921875 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -171867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -171872.859375 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -171872.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -171878.296875 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -171878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -171879.937500 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -171879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -171883.953125 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -171884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -171886.812500 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -171886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -171891.843750 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -171891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -171894.109375 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -171894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -171897.468750 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -171897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -171901.437500 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -171901.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -171903.875000 Penalty: 2456.856689
	Iteration 25Q: 3 clusters Score -171903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -171906.218750 Penalty: 2456.856689
	Iteration 26Q: 3 clusters Score -171906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -171906.828125 Penalty: 2456.856689
	Iteration 27Q: 3 clusters Score -171906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -171907.156250 Penalty: 2456.856689
	Iteration 28Q: 3 clusters Score -171907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -171907.562500 Penalty: 2456.856689
	Iteration 29Q: 3 clusters Score -171907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -171907.562500 Penalty: 2456.856689
	Iteration 30F: 3 clusters Score -171907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -206696.187500 Penalty: 1272.185669
	Iteration 0F: 2 clusters Score -206696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -204299.000000 Penalty: 2544.371338
	Iteration 0F: 3 clusters Score -204299 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -204910.921875 Penalty: 2544.371338
	Iteration 1F: 3 clusters Score -204910.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -205094.046875 Penalty: 2544.371338
	Iteration 2F: 3 clusters Score -205094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -205203.265625 Penalty: 2544.371338
	Iteration 3F: 3 clusters Score -205203.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -205319.125000 Penalty: 2544.371338
	Iteration 4Q: 3 clusters Score -205319.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -205466.390625 Penalty: 2544.371338
	Iteration 5Q: 3 clusters Score -205466.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -205608.671875 Penalty: 2544.371338
	Iteration 6Q: 3 clusters Score -205608.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -205742.171875 Penalty: 2544.371338
	Iteration 7F: 3 clusters Score -205742.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -205821.437500 Penalty: 2544.371338
	Iteration 8Q: 3 clusters Score -205821.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -205891.937500 Penalty: 2544.371338
	Iteration 9Q: 3 clusters Score -205891.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -205950.687500 Penalty: 2544.371338
	Iteration 10Q: 3 clusters Score -205950.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -206010.234375 Penalty: 2544.371338
	Iteration 11Q: 3 clusters Score -206010.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -206072.359375 Penalty: 2544.371338
	Iteration 12Q: 3 clusters Score -206072.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -206136.953125 Penalty: 2544.371338
	Iteration 13Q: 3 clusters Score -206137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -206219.328125 Penalty: 2544.371338
	Iteration 14Q: 3 clusters Score -206219.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -206310.062500 Penalty: 2544.371338
	Iteration 15Q: 3 clusters Score -206310.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -206378.718750 Penalty: 2544.371338
	Iteration 16Q: 3 clusters Score -206378.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -206417.343750 Penalty: 2544.371338
	Iteration 17Q: 3 clusters Score -206417.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -206446.296875 Penalty: 2544.371338
	Iteration 18Q: 3 clusters Score -206446.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -206464.937500 Penalty: 2544.371338
	Iteration 19Q: 3 clusters Score -206464.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -206476.750000 Penalty: 2544.371338
	Iteration 20F: 3 clusters Score -206476.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -206485.328125 Penalty: 2544.371338
	Iteration 21Q: 3 clusters Score -206485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -206487.656250 Penalty: 2544.371338
	Iteration 22Q: 3 clusters Score -206487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -206489.437500 Penalty: 2544.371338
	Iteration 23Q: 3 clusters Score -206489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -206491.000000 Penalty: 2544.371338
	Iteration 24Q: 3 clusters Score -206491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -206491.359375 Penalty: 2544.371338
	Iteration 25Q: 3 clusters Score -206491.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -206491.375000 Penalty: 2544.371338
	Iteration 26Q: 3 clusters Score -206491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -206491.375000 Penalty: 2544.371338
	Iteration 27F: 3 clusters Score -206491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Entering Unmasked Estep 
Score: -4431493.000000 Penalty: 1741.493286
	Iteration 0F: 2 clusters Score -4431493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4411167.500000 Penalty: 3482.986572
	Iteration 0F: 3 clusters Score -4411168 nChanged 21057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -4422887.500000 Penalty: 3482.986572
	Iteration 1F: 3 clusters Score -4422888 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4423237.000000 Penalty: 3482.986572
	Iteration 2Q: 3 clusters Score -4423237 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4423608.000000 Penalty: 3482.986572
	Iteration 3Q: 3 clusters Score -4423608 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4423929.000000 Penalty: 3482.986572
	Iteration 4Q: 3 clusters Score -4423929 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -4424397.500000 Penalty: 3482.986572
	Iteration 5Q: 3 clusters Score -4424398 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4425087.000000 Penalty: 3482.986572
	Iteration 6Q: 3 clusters Score -4425087 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4426254.000000 Penalty: 3482.986572
	Iteration 7F: 3 clusters Score -4426254 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4428127.000000 Penalty: 3482.986572
	Iteration 8F: 3 clusters Score -4428127 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4429459.000000 Penalty: 3482.986572
	Iteration 9F: 3 clusters Score -4429459 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -4429217.000000 Penalty: 3482.986572
	Iteration 10F: 3 clusters Score -4429217 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4429076.500000 Penalty: 3482.986572
	Iteration 11F: 3 clusters Score -4429076 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -4429324.000000 Penalty: 3482.986572
	Iteration 12Q: 3 clusters Score -4429324 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -4429511.500000 Penalty: 3482.986572
	Iteration 13Q: 3 clusters Score -4429512 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -4429597.000000 Penalty: 3482.986572
	Iteration 14Q: 3 clusters Score -4429597 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -4429674.000000 Penalty: 3482.986572
	Iteration 15Q: 3 clusters Score -4429674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -4429771.000000 Penalty: 3482.986572
	Iteration 16Q: 3 clusters Score -4429771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -4429818.000000 Penalty: 3482.986572
	Iteration 17Q: 3 clusters Score -4429818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -4429863.500000 Penalty: 3482.986572
	Iteration 18Q: 3 clusters Score -4429864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -4429882.000000 Penalty: 3482.986572
	Iteration 19Q: 3 clusters Score -4429882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -4429910.000000 Penalty: 3482.986572
	Iteration 20F: 3 clusters Score -4429910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -4429936.500000 Penalty: 3482.986572
	Iteration 21Q: 3 clusters Score -4429936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -4429952.000000 Penalty: 3482.986572
	Iteration 22Q: 3 clusters Score -4429952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -4429957.500000 Penalty: 3482.986572
	Iteration 23Q: 3 clusters Score -4429958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -4429961.000000 Penalty: 3482.986572
	Iteration 24Q: 3 clusters Score -4429961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -4429960.000000 Penalty: 3482.986572
	Iteration 25Q: 3 clusters Score -4429960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -4429966.000000 Penalty: 3482.986572
	Iteration 26Q: 3 clusters Score -4429966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -4429983.000000 Penalty: 3482.986572
	Iteration 27Q: 3 clusters Score -4429983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -4429989.000000 Penalty: 3482.986572
	Iteration 28Q: 3 clusters Score -4429989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -4429988.000000 Penalty: 3482.986572
	Iteration 29Q: 3 clusters Score -4429988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -4429986.500000 Penalty: 3482.986572
	Iteration 30Q: 3 clusters Score -4429986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -4429993.500000 Penalty: 3482.986572
	Iteration 31Q: 3 clusters Score -4429994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -4429990.000000 Penalty: 3482.986572
	Iteration 32Q: 3 clusters Score -4429990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -4429990.000000 Penalty: 3482.986572
	Iteration 33F: 3 clusters Score -4429990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -450293.125000 Penalty: 1384.983765
	Iteration 0F: 2 clusters Score -450293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -446270.656250 Penalty: 2769.967529
	Iteration 0F: 3 clusters Score -446270.7 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -447491.000000 Penalty: 2769.967529
	Iteration 1F: 3 clusters Score -447491 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -447806.781250 Penalty: 2769.967529
	Iteration 2F: 3 clusters Score -447806.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -448033.937500 Penalty: 2769.967529
	Iteration 3F: 3 clusters Score -448033.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -448226.781250 Penalty: 2769.967529
	Iteration 4F: 3 clusters Score -448226.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -448427.375000 Penalty: 2769.967529
	Iteration 5F: 3 clusters Score -448427.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -448612.281250 Penalty: 2769.967529
	Iteration 6Q: 3 clusters Score -448612.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -448790.437500 Penalty: 2769.967529
	Iteration 7Q: 3 clusters Score -448790.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -448928.843750 Penalty: 2769.967529
	Iteration 8Q: 3 clusters Score -448928.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -449008.843750 Penalty: 2769.967529
	Iteration 9Q: 3 clusters Score -449008.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -449059.093750 Penalty: 2769.967529
	Iteration 10Q: 3 clusters Score -449059.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -449083.031250 Penalty: 2769.967529
	Iteration 11Q: 3 clusters Score -449083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -449099.687500 Penalty: 2769.967529
	Iteration 12Q: 3 clusters Score -449099.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -449112.093750 Penalty: 2769.967529
	Iteration 13Q: 3 clusters Score -449112.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -449121.031250 Penalty: 2769.967529
	Iteration 14Q: 3 clusters Score -449121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -449126.906250 Penalty: 2769.967529
	Iteration 15Q: 3 clusters Score -449126.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -449132.562500 Penalty: 2769.967529
	Iteration 16Q: 3 clusters Score -449132.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -449138.312500 Penalty: 2769.967529
	Iteration 17Q: 3 clusters Score -449138.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -449144.625000 Penalty: 2769.967529
	Iteration 18Q: 3 clusters Score -449144.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -449153.781250 Penalty: 2769.967529
	Iteration 19Q: 3 clusters Score -449153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -449161.343750 Penalty: 2769.967529
	Iteration 20F: 3 clusters Score -449161.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -449169.500000 Penalty: 2769.967529
	Iteration 21Q: 3 clusters Score -449169.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -449178.312500 Penalty: 2769.967529
	Iteration 22Q: 3 clusters Score -449178.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -449184.875000 Penalty: 2769.967529
	Iteration 23Q: 3 clusters Score -449184.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -449193.000000 Penalty: 2769.967529
	Iteration 24Q: 3 clusters Score -449193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -449199.750000 Penalty: 2769.967529
	Iteration 25Q: 3 clusters Score -449199.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -449201.875000 Penalty: 2769.967529
	Iteration 26Q: 3 clusters Score -449201.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -449205.000000 Penalty: 2769.967529
	Iteration 27Q: 3 clusters Score -449205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -449208.125000 Penalty: 2769.967529
	Iteration 28Q: 3 clusters Score -449208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -449212.062500 Penalty: 2769.967529
	Iteration 29Q: 3 clusters Score -449212.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -449216.812500 Penalty: 2769.967529
	Iteration 30Q: 3 clusters Score -449216.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -449218.406250 Penalty: 2769.967529
	Iteration 31Q: 3 clusters Score -449218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -449220.718750 Penalty: 2769.967529
	Iteration 32Q: 3 clusters Score -449220.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -449224.218750 Penalty: 2769.967529
	Iteration 33Q: 3 clusters Score -449224.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -449227.718750 Penalty: 2769.967529
	Iteration 34Q: 3 clusters Score -449227.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -449230.718750 Penalty: 2769.967529
	Iteration 35Q: 3 clusters Score -449230.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -449233.250000 Penalty: 2769.967529
	Iteration 36Q: 3 clusters Score -449233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -449234.687500 Penalty: 2769.967529
	Iteration 37Q: 3 clusters Score -449234.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -449237.656250 Penalty: 2769.967529
	Iteration 38Q: 3 clusters Score -449237.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -449238.593750 Penalty: 2769.967529
	Iteration 39Q: 3 clusters Score -449238.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -449242.000000 Penalty: 2769.967529
	Iteration 40F: 3 clusters Score -449242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -449245.750000 Penalty: 2769.967529
	Iteration 41Q: 3 clusters Score -449245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -449246.437500 Penalty: 2769.967529
	Iteration 42Q: 3 clusters Score -449246.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -449247.656250 Penalty: 2769.967529
	Iteration 43Q: 3 clusters Score -449247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -449248.812500 Penalty: 2769.967529
	Iteration 44Q: 3 clusters Score -449248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -449249.468750 Penalty: 2769.967529
	Iteration 45Q: 3 clusters Score -449249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -449250.437500 Penalty: 2769.967529
	Iteration 46Q: 3 clusters Score -449250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -449251.000000 Penalty: 2769.967529
	Iteration 47Q: 3 clusters Score -449251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -449250.656250 Penalty: 2769.967529
	Iteration 48Q: 3 clusters Score -449250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -449251.531250 Penalty: 2769.967529
	Iteration 49Q: 3 clusters Score -449251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -449251.125000 Penalty: 2769.967529
	Iteration 50Q: 3 clusters Score -449251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -449251.937500 Penalty: 2769.967529
	Iteration 51Q: 3 clusters Score -449251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -449251.937500 Penalty: 2769.967529
	Iteration 52F: 3 clusters Score -449251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -122079.171875 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -122079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120402.398438 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -120402.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120741.500000 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -120741.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120861.648438 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -120861.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -120948.054688 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -120948.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -121080.546875 Penalty: 2338.192139
	Iteration 4F: 3 clusters Score -121080.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -121168.796875 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -121168.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121240.023438 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -121240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121300.648438 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -121300.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121363.515625 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -121363.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -121401.812500 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -121401.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -121427.312500 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -121427.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -121441.851562 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -121441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -121451.789062 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -121451.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -121461.039062 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -121461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -121467.085938 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -121467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -121472.328125 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -121472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -121476.757812 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -121476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -121478.484375 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -121478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -121481.265625 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -121481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -121482.304688 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -121482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -121484.109375 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -121484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -121484.429688 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -121484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121484.867188 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -121484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121484.867188 Penalty: 2338.192139
	Iteration 23F: 3 clusters Score -121484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Entering Unmasked Estep 
Score: -3603393.000000 Penalty: 1712.058228
	Iteration 0F: 2 clusters Score -3603393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3578457.750000 Penalty: 3424.116455
	Iteration 0F: 3 clusters Score -3578458 nChanged 17479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3588031.250000 Penalty: 3424.116455
	Iteration 1F: 3 clusters Score -3588031 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3588454.750000 Penalty: 3424.116455
	Iteration 2Q: 3 clusters Score -3588455 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3588946.000000 Penalty: 3424.116455
	Iteration 3Q: 3 clusters Score -3588946 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3589552.250000 Penalty: 3424.116455
	Iteration 4Q: 3 clusters Score -3589552 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3590423.750000 Penalty: 3424.116455
	Iteration 5F: 3 clusters Score -3590424 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3591517.500000 Penalty: 3424.116455
	Iteration 6F: 3 clusters Score -3591518 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3592891.000000 Penalty: 3424.116455
	Iteration 7F: 3 clusters Score -3592891 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3594316.000000 Penalty: 3424.116455
	Iteration 8F: 3 clusters Score -3594316 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3595440.250000 Penalty: 3424.116455
	Iteration 9Q: 3 clusters Score -3595440 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3596324.750000 Penalty: 3424.116455
	Iteration 10Q: 3 clusters Score -3596325 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3596877.500000 Penalty: 3424.116455
	Iteration 11Q: 3 clusters Score -3596878 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3597176.250000 Penalty: 3424.116455
	Iteration 12Q: 3 clusters Score -3597176 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3597378.000000 Penalty: 3424.116455
	Iteration 13Q: 3 clusters Score -3597378 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3597519.250000 Penalty: 3424.116455
	Iteration 14Q: 3 clusters Score -3597519 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3597669.750000 Penalty: 3424.116455
	Iteration 15Q: 3 clusters Score -3597670 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3597796.750000 Penalty: 3424.116455
	Iteration 16Q: 3 clusters Score -3597797 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3597914.500000 Penalty: 3424.116455
	Iteration 17Q: 3 clusters Score -3597914 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3598001.250000 Penalty: 3424.116455
	Iteration 18Q: 3 clusters Score -3598001 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3598083.250000 Penalty: 3424.116455
	Iteration 19Q: 3 clusters Score -3598083 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3598183.750000 Penalty: 3424.116455
	Iteration 20F: 3 clusters Score -3598184 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3598273.250000 Penalty: 3424.116455
	Iteration 21Q: 3 clusters Score -3598273 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3598406.500000 Penalty: 3424.116455
	Iteration 22Q: 3 clusters Score -3598406 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3598527.000000 Penalty: 3424.116455
	Iteration 23Q: 3 clusters Score -3598527 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3598685.250000 Penalty: 3424.116455
	Iteration 24Q: 3 clusters Score -3598685 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3598816.500000 Penalty: 3424.116455
	Iteration 25Q: 3 clusters Score -3598816 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3598948.750000 Penalty: 3424.116455
	Iteration 26Q: 3 clusters Score -3598949 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3599116.500000 Penalty: 3424.116455
	Iteration 27Q: 3 clusters Score -3599116 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3599348.750000 Penalty: 3424.116455
	Iteration 28Q: 3 clusters Score -3599349 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3599656.000000 Penalty: 3424.116455
	Iteration 29Q: 3 clusters Score -3599656 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3599990.750000 Penalty: 3424.116455
	Iteration 30Q: 3 clusters Score -3599991 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3600326.750000 Penalty: 3424.116455
	Iteration 31Q: 3 clusters Score -3600327 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3600647.250000 Penalty: 3424.116455
	Iteration 32Q: 3 clusters Score -3600647 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3600965.250000 Penalty: 3424.116455
	Iteration 33Q: 3 clusters Score -3600965 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3601241.000000 Penalty: 3424.116455
	Iteration 34Q: 3 clusters Score -3601241 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3601466.500000 Penalty: 3424.116455
	Iteration 35Q: 3 clusters Score -3601466 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3601641.500000 Penalty: 3424.116455
	Iteration 36Q: 3 clusters Score -3601642 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3601777.250000 Penalty: 3424.116455
	Iteration 37Q: 3 clusters Score -3601777 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3601881.750000 Penalty: 3424.116455
	Iteration 38Q: 3 clusters Score -3601882 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3601968.000000 Penalty: 3424.116455
	Iteration 39Q: 3 clusters Score -3601968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3601995.500000 Penalty: 3424.116455
	Iteration 40F: 3 clusters Score -3601996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3602024.250000 Penalty: 3424.116455
	Iteration 41Q: 3 clusters Score -3602024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3602031.250000 Penalty: 3424.116455
	Iteration 42Q: 3 clusters Score -3602031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3602042.250000 Penalty: 3424.116455
	Iteration 43Q: 3 clusters Score -3602042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3602058.750000 Penalty: 3424.116455
	Iteration 44Q: 3 clusters Score -3602059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3602064.750000 Penalty: 3424.116455
	Iteration 45Q: 3 clusters Score -3602065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3602067.000000 Penalty: 3424.116455
	Iteration 46Q: 3 clusters Score -3602067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3602082.750000 Penalty: 3424.116455
	Iteration 47Q: 3 clusters Score -3602083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3602089.750000 Penalty: 3424.116455
	Iteration 48Q: 3 clusters Score -3602090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3602090.750000 Penalty: 3424.116455
	Iteration 49Q: 3 clusters Score -3602091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3602094.000000 Penalty: 3424.116455
	Iteration 50Q: 3 clusters Score -3602094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3602098.500000 Penalty: 3424.116455
	Iteration 51Q: 3 clusters Score -3602098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3602102.500000 Penalty: 3424.116455
	Iteration 52Q: 3 clusters Score -3602102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3602104.500000 Penalty: 3424.116455
	Iteration 53Q: 3 clusters Score -3602104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3602106.250000 Penalty: 3424.116455
	Iteration 54Q: 3 clusters Score -3602106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3602111.250000 Penalty: 3424.116455
	Iteration 55Q: 3 clusters Score -3602111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3602111.250000 Penalty: 3424.116455
	Iteration 56Q: 3 clusters Score -3602111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3602110.250000 Penalty: 3424.116455
	Iteration 57Q: 3 clusters Score -3602110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3602115.750000 Penalty: 3424.116455
	Iteration 58Q: 3 clusters Score -3602116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3602114.500000 Penalty: 3424.116455
	Iteration 59Q: 3 clusters Score -3602114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3602114.500000 Penalty: 3424.116455
	Iteration 60F: 3 clusters Score -3602114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Entering Unmasked Estep 
Score: -1709061.500000 Penalty: 1585.703125
	Iteration 0F: 2 clusters Score -1709062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1697153.250000 Penalty: 3171.406250
	Iteration 0F: 3 clusters Score -1697153 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1701332.375000 Penalty: 3171.406250
	Iteration 1F: 3 clusters Score -1701332 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1701670.250000 Penalty: 3171.406250
	Iteration 2Q: 3 clusters Score -1701670 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1702074.500000 Penalty: 3171.406250
	Iteration 3F: 3 clusters Score -1702074 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1702692.250000 Penalty: 3171.406250
	Iteration 4F: 3 clusters Score -1702692 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1703550.125000 Penalty: 3171.406250
	Iteration 5F: 3 clusters Score -1703550 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1704677.375000 Penalty: 3171.406250
	Iteration 6F: 3 clusters Score -1704677 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1705872.125000 Penalty: 3171.406250
	Iteration 7F: 3 clusters Score -1705872 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1706789.375000 Penalty: 3171.406250
	Iteration 8F: 3 clusters Score -1706789 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1707299.500000 Penalty: 3171.406250
	Iteration 9Q: 3 clusters Score -1707300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1707504.500000 Penalty: 3171.406250
	Iteration 10Q: 3 clusters Score -1707504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1707585.375000 Penalty: 3171.406250
	Iteration 11Q: 3 clusters Score -1707585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1707642.500000 Penalty: 3171.406250
	Iteration 12Q: 3 clusters Score -1707642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1707664.250000 Penalty: 3171.406250
	Iteration 13Q: 3 clusters Score -1707664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1707689.375000 Penalty: 3171.406250
	Iteration 14Q: 3 clusters Score -1707689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1707692.625000 Penalty: 3171.406250
	Iteration 15Q: 3 clusters Score -1707693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1707693.500000 Penalty: 3171.406250
	Iteration 16Q: 3 clusters Score -1707694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1707696.375000 Penalty: 3171.406250
	Iteration 17Q: 3 clusters Score -1707696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1707704.750000 Penalty: 3171.406250
	Iteration 18Q: 3 clusters Score -1707705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1707704.750000 Penalty: 3171.406250
	Iteration 19F: 3 clusters Score -1707705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Entering Unmasked Estep 
Score: -804751.500000 Penalty: 1468.231812
	Iteration 0F: 2 clusters Score -804751.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -798535.500000 Penalty: 2936.463623
	Iteration 0F: 3 clusters Score -798535.5 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -800533.125000 Penalty: 2936.463623
	Iteration 1F: 3 clusters Score -800533.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -800858.750000 Penalty: 2936.463623
	Iteration 2F: 3 clusters Score -800858.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -801132.812500 Penalty: 2936.463623
	Iteration 3F: 3 clusters Score -801132.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -801353.687500 Penalty: 2936.463623
	Iteration 4F: 3 clusters Score -801353.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -801547.500000 Penalty: 2936.463623
	Iteration 5Q: 3 clusters Score -801547.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -801733.875000 Penalty: 2936.463623
	Iteration 6Q: 3 clusters Score -801733.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -801929.000000 Penalty: 2936.463623
	Iteration 7Q: 3 clusters Score -801929 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -802145.250000 Penalty: 2936.463623
	Iteration 8Q: 3 clusters Score -802145.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -802359.562500 Penalty: 2936.463623
	Iteration 9Q: 3 clusters Score -802359.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -802567.187500 Penalty: 2936.463623
	Iteration 10Q: 3 clusters Score -802567.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -802790.000000 Penalty: 2936.463623
	Iteration 11Q: 3 clusters Score -802790 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -803015.187500 Penalty: 2936.463623
	Iteration 12Q: 3 clusters Score -803015.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -803196.375000 Penalty: 2936.463623
	Iteration 13Q: 3 clusters Score -803196.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -803359.500000 Penalty: 2936.463623
	Iteration 14Q: 3 clusters Score -803359.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -803474.500000 Penalty: 2936.463623
	Iteration 15Q: 3 clusters Score -803474.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -803557.000000 Penalty: 2936.463623
	Iteration 16Q: 3 clusters Score -803557 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -803633.625000 Penalty: 2936.463623
	Iteration 17Q: 3 clusters Score -803633.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -803692.187500 Penalty: 2936.463623
	Iteration 18Q: 3 clusters Score -803692.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -803728.125000 Penalty: 2936.463623
	Iteration 19Q: 3 clusters Score -803728.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -803758.812500 Penalty: 2936.463623
	Iteration 20F: 3 clusters Score -803758.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -803780.125000 Penalty: 2936.463623
	Iteration 21Q: 3 clusters Score -803780.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -803803.312500 Penalty: 2936.463623
	Iteration 22Q: 3 clusters Score -803803.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -803834.375000 Penalty: 2936.463623
	Iteration 23Q: 3 clusters Score -803834.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -803860.937500 Penalty: 2936.463623
	Iteration 24Q: 3 clusters Score -803860.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -803885.437500 Penalty: 2936.463623
	Iteration 25Q: 3 clusters Score -803885.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -803903.437500 Penalty: 2936.463623
	Iteration 26Q: 3 clusters Score -803903.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -803917.125000 Penalty: 2936.463623
	Iteration 27Q: 3 clusters Score -803917.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -803925.125000 Penalty: 2936.463623
	Iteration 28Q: 3 clusters Score -803925.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -803935.812500 Penalty: 2936.463623
	Iteration 29Q: 3 clusters Score -803935.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -803944.562500 Penalty: 2936.463623
	Iteration 30Q: 3 clusters Score -803944.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -803948.687500 Penalty: 2936.463623
	Iteration 31Q: 3 clusters Score -803948.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -803954.625000 Penalty: 2936.463623
	Iteration 32Q: 3 clusters Score -803954.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -803963.125000 Penalty: 2936.463623
	Iteration 33Q: 3 clusters Score -803963.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -803969.187500 Penalty: 2936.463623
	Iteration 34Q: 3 clusters Score -803969.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -803975.562500 Penalty: 2936.463623
	Iteration 35Q: 3 clusters Score -803975.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -803975.125000 Penalty: 2936.463623
	Iteration 36Q: 3 clusters Score -803975.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -803978.562500 Penalty: 2936.463623
	Iteration 37Q: 3 clusters Score -803978.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -803985.062500 Penalty: 2936.463623
	Iteration 38Q: 3 clusters Score -803985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -803985.375000 Penalty: 2936.463623
	Iteration 39Q: 3 clusters Score -803985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -803985.312500 Penalty: 2936.463623
	Iteration 40F: 3 clusters Score -803985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -803986.312500 Penalty: 2936.463623
	Iteration 41Q: 3 clusters Score -803986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -803987.562500 Penalty: 2936.463623
	Iteration 42Q: 3 clusters Score -803987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -803990.500000 Penalty: 2936.463623
	Iteration 43Q: 3 clusters Score -803990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -803989.250000 Penalty: 2936.463623
	Iteration 44Q: 3 clusters Score -803989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -803989.687500 Penalty: 2936.463623
	Iteration 45Q: 3 clusters Score -803989.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -803991.687500 Penalty: 2936.463623
	Iteration 46Q: 3 clusters Score -803991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -803991.187500 Penalty: 2936.463623
	Iteration 47Q: 3 clusters Score -803991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -803989.875000 Penalty: 2936.463623
	Iteration 48Q: 3 clusters Score -803989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -803992.562500 Penalty: 2936.463623
	Iteration 49Q: 3 clusters Score -803992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -803995.500000 Penalty: 2936.463623
	Iteration 50Q: 3 clusters Score -803995.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -803998.875000 Penalty: 2936.463623
	Iteration 51Q: 3 clusters Score -803998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -803997.937500 Penalty: 2936.463623
	Iteration 52Q: 3 clusters Score -803997.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -804001.125000 Penalty: 2936.463623
	Iteration 53Q: 3 clusters Score -804001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -804001.562500 Penalty: 2936.463623
	Iteration 54Q: 3 clusters Score -804001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -804002.625000 Penalty: 2936.463623
	Iteration 55Q: 3 clusters Score -804002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -804002.062500 Penalty: 2936.463623
	Iteration 56Q: 3 clusters Score -804002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -804002.062500 Penalty: 2936.463623
	Iteration 57F: 3 clusters Score -804002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Entering Unmasked Estep 
Score: -1830232.750000 Penalty: 1607.215088
	Iteration 0F: 2 clusters Score -1830233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1816746.625000 Penalty: 3214.430176
	Iteration 0F: 3 clusters Score -1816747 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1821943.375000 Penalty: 3214.430176
	Iteration 1F: 3 clusters Score -1821943 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1822488.625000 Penalty: 3214.430176
	Iteration 2F: 3 clusters Score -1822489 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1822995.000000 Penalty: 3214.430176
	Iteration 3F: 3 clusters Score -1822995 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1823496.125000 Penalty: 3214.430176
	Iteration 4F: 3 clusters Score -1823496 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1824123.000000 Penalty: 3214.430176
	Iteration 5F: 3 clusters Score -1824123 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1824827.375000 Penalty: 3214.430176
	Iteration 6F: 3 clusters Score -1824827 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1825507.125000 Penalty: 3214.430176
	Iteration 7Q: 3 clusters Score -1825507 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1826202.500000 Penalty: 3214.430176
	Iteration 8Q: 3 clusters Score -1826202 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1826816.125000 Penalty: 3214.430176
	Iteration 9Q: 3 clusters Score -1826816 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1827238.250000 Penalty: 3214.430176
	Iteration 10Q: 3 clusters Score -1827238 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1827576.750000 Penalty: 3214.430176
	Iteration 11Q: 3 clusters Score -1827577 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1827814.125000 Penalty: 3214.430176
	Iteration 12Q: 3 clusters Score -1827814 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1828034.000000 Penalty: 3214.430176
	Iteration 13Q: 3 clusters Score -1828034 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1828199.750000 Penalty: 3214.430176
	Iteration 14Q: 3 clusters Score -1828200 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1828332.000000 Penalty: 3214.430176
	Iteration 15Q: 3 clusters Score -1828332 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1828422.250000 Penalty: 3214.430176
	Iteration 16Q: 3 clusters Score -1828422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1828514.750000 Penalty: 3214.430176
	Iteration 17Q: 3 clusters Score -1828515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1828583.250000 Penalty: 3214.430176
	Iteration 18Q: 3 clusters Score -1828583 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1828649.500000 Penalty: 3214.430176
	Iteration 19Q: 3 clusters Score -1828650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1828698.125000 Penalty: 3214.430176
	Iteration 20F: 3 clusters Score -1828698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1828735.750000 Penalty: 3214.430176
	Iteration 21Q: 3 clusters Score -1828736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1828765.375000 Penalty: 3214.430176
	Iteration 22Q: 3 clusters Score -1828765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1828785.250000 Penalty: 3214.430176
	Iteration 23Q: 3 clusters Score -1828785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1828807.500000 Penalty: 3214.430176
	Iteration 24Q: 3 clusters Score -1828808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1828818.750000 Penalty: 3214.430176
	Iteration 25Q: 3 clusters Score -1828819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1828836.375000 Penalty: 3214.430176
	Iteration 26Q: 3 clusters Score -1828836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1828845.750000 Penalty: 3214.430176
	Iteration 27Q: 3 clusters Score -1828846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1828850.000000 Penalty: 3214.430176
	Iteration 28Q: 3 clusters Score -1828850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1828859.375000 Penalty: 3214.430176
	Iteration 29Q: 3 clusters Score -1828859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1828871.875000 Penalty: 3214.430176
	Iteration 30Q: 3 clusters Score -1828872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1828877.250000 Penalty: 3214.430176
	Iteration 31Q: 3 clusters Score -1828877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1828876.500000 Penalty: 3214.430176
	Iteration 32Q: 3 clusters Score -1828876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1828880.625000 Penalty: 3214.430176
	Iteration 33Q: 3 clusters Score -1828881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1828884.250000 Penalty: 3214.430176
	Iteration 34Q: 3 clusters Score -1828884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1828882.875000 Penalty: 3214.430176
	Iteration 35Q: 3 clusters Score -1828883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1828883.250000 Penalty: 3214.430176
	Iteration 36Q: 3 clusters Score -1828883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1828883.250000 Penalty: 3214.430176
	Iteration 37F: 3 clusters Score -1828883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76112.468750 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76112.47 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76320.648438 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76320.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76366.039062 Penalty: 2196.002930
	Iteration 2Q: 3 clusters Score -76366.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76389.773438 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76389.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76406.273438 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76406.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76428.726562 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76428.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76441.898438 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76441.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76453.039062 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76453.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76465.023438 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76465.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76472.164062 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -76472.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76481.460938 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -76481.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76487.304688 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -76487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76489.671875 Penalty: 2196.002930
	Iteration 12Q: 3 clusters Score -76489.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76490.171875 Penalty: 2196.002930
	Iteration 13Q: 3 clusters Score -76490.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76491.445312 Penalty: 2196.002930
	Iteration 14Q: 3 clusters Score -76491.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76492.054688 Penalty: 2196.002930
	Iteration 15Q: 3 clusters Score -76492.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76493.781250 Penalty: 2196.002930
	Iteration 16Q: 3 clusters Score -76493.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76495.648438 Penalty: 2196.002930
	Iteration 17Q: 3 clusters Score -76495.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76496.429688 Penalty: 2196.002930
	Iteration 18Q: 3 clusters Score -76496.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76500.687500 Penalty: 2196.002930
	Iteration 19Q: 3 clusters Score -76500.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76503.437500 Penalty: 2196.002930
	Iteration 20F: 3 clusters Score -76503.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76509.265625 Penalty: 2196.002930
	Iteration 21Q: 3 clusters Score -76509.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76516.640625 Penalty: 2196.002930
	Iteration 22Q: 3 clusters Score -76516.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76520.531250 Penalty: 2196.002930
	Iteration 23Q: 3 clusters Score -76520.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76521.929688 Penalty: 2196.002930
	Iteration 24Q: 3 clusters Score -76521.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76523.296875 Penalty: 2196.002930
	Iteration 25Q: 3 clusters Score -76523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76525.390625 Penalty: 2196.002930
	Iteration 26Q: 3 clusters Score -76525.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76525.390625 Penalty: 2196.002930
	Iteration 27F: 3 clusters Score -76525.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Entering Unmasked Estep 
Score: -1288076.250000 Penalty: 1543.119629
	Iteration 0F: 2 clusters Score -1288076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1278839.125000 Penalty: 3086.239258
	Iteration 0F: 3 clusters Score -1278839 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1281942.375000 Penalty: 3086.239258
	Iteration 1F: 3 clusters Score -1281942 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1282198.750000 Penalty: 3086.239258
	Iteration 2F: 3 clusters Score -1282199 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1282396.875000 Penalty: 3086.239258
	Iteration 3Q: 3 clusters Score -1282397 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1282573.750000 Penalty: 3086.239258
	Iteration 4Q: 3 clusters Score -1282574 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1282754.000000 Penalty: 3086.239258
	Iteration 5Q: 3 clusters Score -1282754 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1282985.875000 Penalty: 3086.239258
	Iteration 6Q: 3 clusters Score -1282986 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1283311.500000 Penalty: 3086.239258
	Iteration 7Q: 3 clusters Score -1283312 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1283765.750000 Penalty: 3086.239258
	Iteration 8F: 3 clusters Score -1283766 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1284357.500000 Penalty: 3086.239258
	Iteration 9F: 3 clusters Score -1284358 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1285032.500000 Penalty: 3086.239258
	Iteration 10F: 3 clusters Score -1285032 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1285622.000000 Penalty: 3086.239258
	Iteration 11F: 3 clusters Score -1285622 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1286056.000000 Penalty: 3086.239258
	Iteration 12Q: 3 clusters Score -1286056 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1286314.000000 Penalty: 3086.239258
	Iteration 13Q: 3 clusters Score -1286314 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1286465.625000 Penalty: 3086.239258
	Iteration 14Q: 3 clusters Score -1286466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1286559.375000 Penalty: 3086.239258
	Iteration 15Q: 3 clusters Score -1286559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1286631.750000 Penalty: 3086.239258
	Iteration 16Q: 3 clusters Score -1286632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1286661.500000 Penalty: 3086.239258
	Iteration 17Q: 3 clusters Score -1286662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1286684.500000 Penalty: 3086.239258
	Iteration 18Q: 3 clusters Score -1286684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1286703.000000 Penalty: 3086.239258
	Iteration 19Q: 3 clusters Score -1286703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1286713.625000 Penalty: 3086.239258
	Iteration 20F: 3 clusters Score -1286714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1286730.375000 Penalty: 3086.239258
	Iteration 21Q: 3 clusters Score -1286730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1286743.375000 Penalty: 3086.239258
	Iteration 22Q: 3 clusters Score -1286743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1286763.750000 Penalty: 3086.239258
	Iteration 23Q: 3 clusters Score -1286764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1286778.000000 Penalty: 3086.239258
	Iteration 24Q: 3 clusters Score -1286778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1286789.500000 Penalty: 3086.239258
	Iteration 25Q: 3 clusters Score -1286790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1286797.125000 Penalty: 3086.239258
	Iteration 26Q: 3 clusters Score -1286797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1286807.000000 Penalty: 3086.239258
	Iteration 27Q: 3 clusters Score -1286807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1286810.375000 Penalty: 3086.239258
	Iteration 28Q: 3 clusters Score -1286810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1286816.125000 Penalty: 3086.239258
	Iteration 29Q: 3 clusters Score -1286816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1286816.125000 Penalty: 3086.239258
	Iteration 30F: 3 clusters Score -1286816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Entering Unmasked Estep 
Score: -800387.437500 Penalty: 1483.958862
	Iteration 0F: 2 clusters Score -800387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -793701.375000 Penalty: 2967.917725
	Iteration 0F: 3 clusters Score -793701.4 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -795829.562500 Penalty: 2967.917725
	Iteration 1F: 3 clusters Score -795829.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -796073.812500 Penalty: 2967.917725
	Iteration 2F: 3 clusters Score -796073.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -796301.625000 Penalty: 2967.917725
	Iteration 3F: 3 clusters Score -796301.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -796498.000000 Penalty: 2967.917725
	Iteration 4Q: 3 clusters Score -796498 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -796684.750000 Penalty: 2967.917725
	Iteration 5Q: 3 clusters Score -796684.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -796902.437500 Penalty: 2967.917725
	Iteration 6Q: 3 clusters Score -796902.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -797146.000000 Penalty: 2967.917725
	Iteration 7Q: 3 clusters Score -797146 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -797448.375000 Penalty: 2967.917725
	Iteration 8Q: 3 clusters Score -797448.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -797781.750000 Penalty: 2967.917725
	Iteration 9Q: 3 clusters Score -797781.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -798093.687500 Penalty: 2967.917725
	Iteration 10Q: 3 clusters Score -798093.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -798350.375000 Penalty: 2967.917725
	Iteration 11Q: 3 clusters Score -798350.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -798564.250000 Penalty: 2967.917725
	Iteration 12Q: 3 clusters Score -798564.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -798723.437500 Penalty: 2967.917725
	Iteration 13Q: 3 clusters Score -798723.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -798838.187500 Penalty: 2967.917725
	Iteration 14Q: 3 clusters Score -798838.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -798908.250000 Penalty: 2967.917725
	Iteration 15Q: 3 clusters Score -798908.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -798962.687500 Penalty: 2967.917725
	Iteration 16Q: 3 clusters Score -798962.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -799001.062500 Penalty: 2967.917725
	Iteration 17Q: 3 clusters Score -799001.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -799021.125000 Penalty: 2967.917725
	Iteration 18Q: 3 clusters Score -799021.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -799036.937500 Penalty: 2967.917725
	Iteration 19Q: 3 clusters Score -799036.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -799061.062500 Penalty: 2967.917725
	Iteration 20F: 3 clusters Score -799061.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -799081.125000 Penalty: 2967.917725
	Iteration 21Q: 3 clusters Score -799081.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -799094.250000 Penalty: 2967.917725
	Iteration 22Q: 3 clusters Score -799094.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -799103.312500 Penalty: 2967.917725
	Iteration 23Q: 3 clusters Score -799103.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -799113.000000 Penalty: 2967.917725
	Iteration 24Q: 3 clusters Score -799113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -799125.937500 Penalty: 2967.917725
	Iteration 25Q: 3 clusters Score -799125.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -799130.750000 Penalty: 2967.917725
	Iteration 26Q: 3 clusters Score -799130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -799137.687500 Penalty: 2967.917725
	Iteration 27Q: 3 clusters Score -799137.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -799145.312500 Penalty: 2967.917725
	Iteration 28Q: 3 clusters Score -799145.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -799151.375000 Penalty: 2967.917725
	Iteration 29Q: 3 clusters Score -799151.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -799155.062500 Penalty: 2967.917725
	Iteration 30Q: 3 clusters Score -799155.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -799166.375000 Penalty: 2967.917725
	Iteration 31Q: 3 clusters Score -799166.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -799172.125000 Penalty: 2967.917725
	Iteration 32Q: 3 clusters Score -799172.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -799175.687500 Penalty: 2967.917725
	Iteration 33Q: 3 clusters Score -799175.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -799178.375000 Penalty: 2967.917725
	Iteration 34Q: 3 clusters Score -799178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -799181.750000 Penalty: 2967.917725
	Iteration 35Q: 3 clusters Score -799181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -799186.500000 Penalty: 2967.917725
	Iteration 36Q: 3 clusters Score -799186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -799190.125000 Penalty: 2967.917725
	Iteration 37Q: 3 clusters Score -799190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -799191.562500 Penalty: 2967.917725
	Iteration 38Q: 3 clusters Score -799191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -799195.312500 Penalty: 2967.917725
	Iteration 39Q: 3 clusters Score -799195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -799198.750000 Penalty: 2967.917725
	Iteration 40F: 3 clusters Score -799198.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -799199.812500 Penalty: 2967.917725
	Iteration 41Q: 3 clusters Score -799199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -799200.062500 Penalty: 2967.917725
	Iteration 42Q: 3 clusters Score -799200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -799202.437500 Penalty: 2967.917725
	Iteration 43Q: 3 clusters Score -799202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -799204.625000 Penalty: 2967.917725
	Iteration 44Q: 3 clusters Score -799204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -799204.812500 Penalty: 2967.917725
	Iteration 45Q: 3 clusters Score -799204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -799204.812500 Penalty: 2967.917725
	Iteration 46F: 3 clusters Score -799204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -159784.281250 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -159784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -157823.593750 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -157823.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -158243.609375 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -158243.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -158391.609375 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -158391.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -158489.734375 Penalty: 2430.588867
	Iteration 3F: 3 clusters Score -158489.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -158556.562500 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -158556.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -158599.953125 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -158600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -158623.234375 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -158623.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -158642.750000 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -158642.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -158658.031250 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -158658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -158676.281250 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -158676.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -158702.812500 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -158702.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -158733.484375 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -158733.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -158757.546875 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -158757.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -158791.234375 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -158791.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -158817.671875 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -158817.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158845.109375 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -158845.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -158866.328125 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -158866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158888.656250 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -158888.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158922.625000 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -158922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -158945.078125 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -158945.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -158967.609375 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -158967.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159003.640625 Penalty: 2430.588867
	Iteration 21Q: 3 clusters Score -159003.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159036.078125 Penalty: 2430.588867
	Iteration 22Q: 3 clusters Score -159036.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159073.843750 Penalty: 2430.588867
	Iteration 23Q: 3 clusters Score -159073.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -159107.328125 Penalty: 2430.588867
	Iteration 24Q: 3 clusters Score -159107.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159152.718750 Penalty: 2430.588867
	Iteration 25Q: 3 clusters Score -159152.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159198.625000 Penalty: 2430.588867
	Iteration 26Q: 3 clusters Score -159198.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159260.828125 Penalty: 2430.588867
	Iteration 27Q: 3 clusters Score -159260.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159360.203125 Penalty: 2430.588867
	Iteration 28Q: 3 clusters Score -159360.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159459.125000 Penalty: 2430.588867
	Iteration 29Q: 3 clusters Score -159459.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -159503.000000 Penalty: 2430.588867
	Iteration 30Q: 3 clusters Score -159503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159528.812500 Penalty: 2430.588867
	Iteration 31Q: 3 clusters Score -159528.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159539.781250 Penalty: 2430.588867
	Iteration 32Q: 3 clusters Score -159539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -159546.515625 Penalty: 2430.588867
	Iteration 33Q: 3 clusters Score -159546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159555.515625 Penalty: 2430.588867
	Iteration 34Q: 3 clusters Score -159555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159561.171875 Penalty: 2430.588867
	Iteration 35Q: 3 clusters Score -159561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159563.656250 Penalty: 2430.588867
	Iteration 36Q: 3 clusters Score -159563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -159565.171875 Penalty: 2430.588867
	Iteration 37Q: 3 clusters Score -159565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -159565.171875 Penalty: 2430.588867
	Iteration 38F: 3 clusters Score -159565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -222119.125000 Penalty: 1277.593262
	Iteration 0F: 2 clusters Score -222119.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -219743.234375 Penalty: 2555.186523
	Iteration 0F: 3 clusters Score -219743.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -220408.484375 Penalty: 2555.186523
	Iteration 1F: 3 clusters Score -220408.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -220630.062500 Penalty: 2555.186523
	Iteration 2F: 3 clusters Score -220630.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -220799.906250 Penalty: 2555.186523
	Iteration 3F: 3 clusters Score -220799.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -220980.234375 Penalty: 2555.186523
	Iteration 4F: 3 clusters Score -220980.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -221148.046875 Penalty: 2555.186523
	Iteration 5F: 3 clusters Score -221148 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221333.328125 Penalty: 2555.186523
	Iteration 6F: 3 clusters Score -221333.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221522.234375 Penalty: 2555.186523
	Iteration 7F: 3 clusters Score -221522.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -221666.546875 Penalty: 2555.186523
	Iteration 8Q: 3 clusters Score -221666.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -221787.125000 Penalty: 2555.186523
	Iteration 9Q: 3 clusters Score -221787.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -221919.015625 Penalty: 2555.186523
	Iteration 10Q: 3 clusters Score -221919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -222052.218750 Penalty: 2555.186523
	Iteration 11Q: 3 clusters Score -222052.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222104.406250 Penalty: 2555.186523
	Iteration 12Q: 3 clusters Score -222104.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -222121.828125 Penalty: 2555.186523
	Iteration 13Q: 3 clusters Score -222121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -222133.343750 Penalty: 2555.186523
	Iteration 14Q: 3 clusters Score -222133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -222136.359375 Penalty: 2555.186523
	Iteration 15Q: 3 clusters Score -222136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -222136.296875 Penalty: 2555.186523
	Iteration 16Q: 3 clusters Score -222136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -222136.296875 Penalty: 2555.186523
	Iteration 17F: 3 clusters Score -222136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 37277 members 
Mstep: Class 4 contains 40856 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9247 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 1940 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 21 contains 30859 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 21619 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18746 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 33023 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5119 members 
Mstep: Class 48 contains 657 members 
Entering Unmasked Estep 
Score: -49781828.000000 Penalty: 103005.007812
Splitting cluster 18 changes total score from -49782844.000000 to -49781828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -418676.312500 Penalty: 1365.216553
	Iteration 0F: 2 clusters Score -418676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -414999.781250 Penalty: 2730.433105
	Iteration 0F: 3 clusters Score -414999.8 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -416044.062500 Penalty: 2730.433105
	Iteration 1F: 3 clusters Score -416044.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -416302.656250 Penalty: 2730.433105
	Iteration 2F: 3 clusters Score -416302.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -416537.937500 Penalty: 2730.433105
	Iteration 3F: 3 clusters Score -416537.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -416775.375000 Penalty: 2730.433105
	Iteration 4F: 3 clusters Score -416775.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -416981.375000 Penalty: 2730.433105
	Iteration 5F: 3 clusters Score -416981.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -417188.468750 Penalty: 2730.433105
	Iteration 6F: 3 clusters Score -417188.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -417363.312500 Penalty: 2730.433105
	Iteration 7Q: 3 clusters Score -417363.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -417529.625000 Penalty: 2730.433105
	Iteration 8Q: 3 clusters Score -417529.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -417645.406250 Penalty: 2730.433105
	Iteration 9Q: 3 clusters Score -417645.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417723.750000 Penalty: 2730.433105
	Iteration 10Q: 3 clusters Score -417723.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -417774.218750 Penalty: 2730.433105
	Iteration 11Q: 3 clusters Score -417774.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -417814.906250 Penalty: 2730.433105
	Iteration 12Q: 3 clusters Score -417814.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -417844.593750 Penalty: 2730.433105
	Iteration 13Q: 3 clusters Score -417844.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -417877.000000 Penalty: 2730.433105
	Iteration 14Q: 3 clusters Score -417877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -417904.906250 Penalty: 2730.433105
	Iteration 15Q: 3 clusters Score -417904.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -417923.062500 Penalty: 2730.433105
	Iteration 16Q: 3 clusters Score -417923.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -417934.718750 Penalty: 2730.433105
	Iteration 17Q: 3 clusters Score -417934.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -417940.281250 Penalty: 2730.433105
	Iteration 18Q: 3 clusters Score -417940.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -417946.218750 Penalty: 2730.433105
	Iteration 19Q: 3 clusters Score -417946.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -417948.156250 Penalty: 2730.433105
	Iteration 20F: 3 clusters Score -417948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -417951.468750 Penalty: 2730.433105
	Iteration 21Q: 3 clusters Score -417951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -417952.156250 Penalty: 2730.433105
	Iteration 22Q: 3 clusters Score -417952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -417953.250000 Penalty: 2730.433105
	Iteration 23Q: 3 clusters Score -417953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -417953.750000 Penalty: 2730.433105
	Iteration 24Q: 3 clusters Score -417953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -417954.843750 Penalty: 2730.433105
	Iteration 25Q: 3 clusters Score -417954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -417954.843750 Penalty: 2730.433105
	Iteration 26F: 3 clusters Score -417954.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Entering Unmasked Estep 
Score: -3928309.250000 Penalty: 1725.727661
	Iteration 0F: 2 clusters Score -3928309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3903846.500000 Penalty: 3451.455322
	Iteration 0F: 3 clusters Score -3903846 nChanged 19239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3914691.000000 Penalty: 3451.455322
	Iteration 1F: 3 clusters Score -3914691 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3915315.250000 Penalty: 3451.455322
	Iteration 2Q: 3 clusters Score -3915315 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3916256.500000 Penalty: 3451.455322
	Iteration 3Q: 3 clusters Score -3916256 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3917916.750000 Penalty: 3451.455322
	Iteration 4F: 3 clusters Score -3917917 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3920667.750000 Penalty: 3451.455322
	Iteration 5F: 3 clusters Score -3920668 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3923909.750000 Penalty: 3451.455322
	Iteration 6F: 3 clusters Score -3923910 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3925798.000000 Penalty: 3451.455322
	Iteration 7F: 3 clusters Score -3925798 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3926489.750000 Penalty: 3451.455322
	Iteration 8Q: 3 clusters Score -3926490 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3926663.000000 Penalty: 3451.455322
	Iteration 9Q: 3 clusters Score -3926663 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3926743.000000 Penalty: 3451.455322
	Iteration 10Q: 3 clusters Score -3926743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3926778.500000 Penalty: 3451.455322
	Iteration 11Q: 3 clusters Score -3926778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3926790.000000 Penalty: 3451.455322
	Iteration 12Q: 3 clusters Score -3926790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3926817.500000 Penalty: 3451.455322
	Iteration 13Q: 3 clusters Score -3926818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3926831.750000 Penalty: 3451.455322
	Iteration 14Q: 3 clusters Score -3926832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3926841.250000 Penalty: 3451.455322
	Iteration 15Q: 3 clusters Score -3926841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3926844.750000 Penalty: 3451.455322
	Iteration 16Q: 3 clusters Score -3926845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3926855.250000 Penalty: 3451.455322
	Iteration 17Q: 3 clusters Score -3926855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3926860.250000 Penalty: 3451.455322
	Iteration 18Q: 3 clusters Score -3926860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3926865.250000 Penalty: 3451.455322
	Iteration 19Q: 3 clusters Score -3926865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3926865.750000 Penalty: 3451.455322
	Iteration 20F: 3 clusters Score -3926866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Entering Unmasked Estep 
Score: -3025095.000000 Penalty: 1679.792358
	Iteration 0F: 2 clusters Score -3025095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3005181.750000 Penalty: 3359.584717
	Iteration 0F: 3 clusters Score -3005182 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3013085.750000 Penalty: 3359.584717
	Iteration 1F: 3 clusters Score -3013086 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3013373.250000 Penalty: 3359.584717
	Iteration 2Q: 3 clusters Score -3013373 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3013662.500000 Penalty: 3359.584717
	Iteration 3Q: 3 clusters Score -3013662 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3013950.250000 Penalty: 3359.584717
	Iteration 4Q: 3 clusters Score -3013950 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3014295.000000 Penalty: 3359.584717
	Iteration 5Q: 3 clusters Score -3014295 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3014825.500000 Penalty: 3359.584717
	Iteration 6Q: 3 clusters Score -3014826 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3015581.750000 Penalty: 3359.584717
	Iteration 7Q: 3 clusters Score -3015582 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3016703.000000 Penalty: 3359.584717
	Iteration 8F: 3 clusters Score -3016703 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3018326.250000 Penalty: 3359.584717
	Iteration 9F: 3 clusters Score -3018326 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3020291.250000 Penalty: 3359.584717
	Iteration 10F: 3 clusters Score -3020291 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3021804.500000 Penalty: 3359.584717
	Iteration 11F: 3 clusters Score -3021804 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3022477.000000 Penalty: 3359.584717
	Iteration 12Q: 3 clusters Score -3022477 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3022766.250000 Penalty: 3359.584717
	Iteration 13Q: 3 clusters Score -3022766 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3022935.000000 Penalty: 3359.584717
	Iteration 14Q: 3 clusters Score -3022935 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3023039.500000 Penalty: 3359.584717
	Iteration 15Q: 3 clusters Score -3023040 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3023167.250000 Penalty: 3359.584717
	Iteration 16Q: 3 clusters Score -3023167 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3023235.250000 Penalty: 3359.584717
	Iteration 17Q: 3 clusters Score -3023235 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3023279.000000 Penalty: 3359.584717
	Iteration 18Q: 3 clusters Score -3023279 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3023354.750000 Penalty: 3359.584717
	Iteration 19Q: 3 clusters Score -3023355 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3023403.250000 Penalty: 3359.584717
	Iteration 20F: 3 clusters Score -3023403 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3023424.250000 Penalty: 3359.584717
	Iteration 21Q: 3 clusters Score -3023424 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3023446.250000 Penalty: 3359.584717
	Iteration 22Q: 3 clusters Score -3023446 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3023455.750000 Penalty: 3359.584717
	Iteration 23Q: 3 clusters Score -3023456 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3023463.750000 Penalty: 3359.584717
	Iteration 24Q: 3 clusters Score -3023464 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3023472.750000 Penalty: 3359.584717
	Iteration 25Q: 3 clusters Score -3023473 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3023457.000000 Penalty: 3359.584717
	Iteration 26Q: 3 clusters Score -3023457 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3023447.500000 Penalty: 3359.584717
	Iteration 27Q: 3 clusters Score -3023448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3023448.500000 Penalty: 3359.584717
	Iteration 28Q: 3 clusters Score -3023448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3023442.750000 Penalty: 3359.584717
	Iteration 29Q: 3 clusters Score -3023443 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3023435.250000 Penalty: 3359.584717
	Iteration 30Q: 3 clusters Score -3023435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3023427.000000 Penalty: 3359.584717
	Iteration 31Q: 3 clusters Score -3023427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3023417.750000 Penalty: 3359.584717
	Iteration 32Q: 3 clusters Score -3023418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3023412.750000 Penalty: 3359.584717
	Iteration 33Q: 3 clusters Score -3023413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3023399.250000 Penalty: 3359.584717
	Iteration 34Q: 3 clusters Score -3023399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3023400.000000 Penalty: 3359.584717
	Iteration 35Q: 3 clusters Score -3023400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3023392.750000 Penalty: 3359.584717
	Iteration 36Q: 3 clusters Score -3023393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3023396.500000 Penalty: 3359.584717
	Iteration 37Q: 3 clusters Score -3023396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3023398.000000 Penalty: 3359.584717
	Iteration 38Q: 3 clusters Score -3023398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -3023393.000000 Penalty: 3359.584717
	Iteration 39Q: 3 clusters Score -3023393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3023387.750000 Penalty: 3359.584717
	Iteration 40F: 3 clusters Score -3023388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3023390.000000 Penalty: 3359.584717
	Iteration 41Q: 3 clusters Score -3023390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3023386.250000 Penalty: 3359.584717
	Iteration 42Q: 3 clusters Score -3023386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3023381.500000 Penalty: 3359.584717
	Iteration 43Q: 3 clusters Score -3023382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3023385.000000 Penalty: 3359.584717
	Iteration 44Q: 3 clusters Score -3023385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3023381.000000 Penalty: 3359.584717
	Iteration 45Q: 3 clusters Score -3023381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3023376.750000 Penalty: 3359.584717
	Iteration 46Q: 3 clusters Score -3023377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3023374.250000 Penalty: 3359.584717
	Iteration 47Q: 3 clusters Score -3023374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3023376.500000 Penalty: 3359.584717
	Iteration 48Q: 3 clusters Score -3023376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3023377.250000 Penalty: 3359.584717
	Iteration 49Q: 3 clusters Score -3023377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3023377.500000 Penalty: 3359.584717
	Iteration 50Q: 3 clusters Score -3023378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -3023384.500000 Penalty: 3359.584717
	Iteration 51Q: 3 clusters Score -3023384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3023387.500000 Penalty: 3359.584717
	Iteration 52Q: 3 clusters Score -3023388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3023381.500000 Penalty: 3359.584717
	Iteration 53Q: 3 clusters Score -3023382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3023375.750000 Penalty: 3359.584717
	Iteration 54Q: 3 clusters Score -3023376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3023376.500000 Penalty: 3359.584717
	Iteration 55Q: 3 clusters Score -3023376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3023375.500000 Penalty: 3359.584717
	Iteration 56Q: 3 clusters Score -3023376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3023377.250000 Penalty: 3359.584717
	Iteration 57Q: 3 clusters Score -3023377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3023377.250000 Penalty: 3359.584717
	Iteration 58F: 3 clusters Score -3023377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -100149.906250 Penalty: 1159.936890
	Iteration 0F: 2 clusters Score -100149.9 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 634 members 
Entering Unmasked Estep 
Score: -98563.460938 Penalty: 2319.873779
	Iteration 0F: 3 clusters Score -98563.46 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -98925.406250 Penalty: 2319.873779
	Iteration 1F: 3 clusters Score -98925.41 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99077.179688 Penalty: 2319.873779
	Iteration 2F: 3 clusters Score -99077.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -99186.117188 Penalty: 2319.873779
	Iteration 3F: 3 clusters Score -99186.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -99257.421875 Penalty: 2319.873779
	Iteration 4Q: 3 clusters Score -99257.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -99315.851562 Penalty: 2319.873779
	Iteration 5Q: 3 clusters Score -99315.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -99352.640625 Penalty: 2319.873779
	Iteration 6Q: 3 clusters Score -99352.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -99381.742188 Penalty: 2319.873779
	Iteration 7Q: 3 clusters Score -99381.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -99406.171875 Penalty: 2319.873779
	Iteration 8Q: 3 clusters Score -99406.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -99432.531250 Penalty: 2319.873779
	Iteration 9Q: 3 clusters Score -99432.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -99449.429688 Penalty: 2319.873779
	Iteration 10Q: 3 clusters Score -99449.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -99458.406250 Penalty: 2319.873779
	Iteration 11Q: 3 clusters Score -99458.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -99472.234375 Penalty: 2319.873779
	Iteration 12Q: 3 clusters Score -99472.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -99479.171875 Penalty: 2319.873779
	Iteration 13Q: 3 clusters Score -99479.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -99481.484375 Penalty: 2319.873779
	Iteration 14Q: 3 clusters Score -99481.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -99481.484375 Penalty: 2319.873779
	Iteration 15F: 3 clusters Score -99481.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -511316.812500 Penalty: 1401.499390
	Iteration 0F: 2 clusters Score -511316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -506984.781250 Penalty: 2802.998779
	Iteration 0F: 3 clusters Score -506984.8 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -508238.437500 Penalty: 2802.998779
	Iteration 1F: 3 clusters Score -508238.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -508456.500000 Penalty: 2802.998779
	Iteration 2F: 3 clusters Score -508456.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -508617.562500 Penalty: 2802.998779
	Iteration 3F: 3 clusters Score -508617.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -508760.812500 Penalty: 2802.998779
	Iteration 4Q: 3 clusters Score -508760.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -508882.562500 Penalty: 2802.998779
	Iteration 5Q: 3 clusters Score -508882.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -508999.500000 Penalty: 2802.998779
	Iteration 6Q: 3 clusters Score -508999.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -509108.031250 Penalty: 2802.998779
	Iteration 7Q: 3 clusters Score -509108 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -509225.406250 Penalty: 2802.998779
	Iteration 8Q: 3 clusters Score -509225.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -509367.375000 Penalty: 2802.998779
	Iteration 9Q: 3 clusters Score -509367.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -509488.750000 Penalty: 2802.998779
	Iteration 10Q: 3 clusters Score -509488.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -509595.781250 Penalty: 2802.998779
	Iteration 11Q: 3 clusters Score -509595.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -509685.656250 Penalty: 2802.998779
	Iteration 12Q: 3 clusters Score -509685.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -509768.031250 Penalty: 2802.998779
	Iteration 13Q: 3 clusters Score -509768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -509852.375000 Penalty: 2802.998779
	Iteration 14Q: 3 clusters Score -509852.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -509927.843750 Penalty: 2802.998779
	Iteration 15Q: 3 clusters Score -509927.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -509990.125000 Penalty: 2802.998779
	Iteration 16Q: 3 clusters Score -509990.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -510055.343750 Penalty: 2802.998779
	Iteration 17Q: 3 clusters Score -510055.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -510131.468750 Penalty: 2802.998779
	Iteration 18Q: 3 clusters Score -510131.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -510212.468750 Penalty: 2802.998779
	Iteration 19Q: 3 clusters Score -510212.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -510282.781250 Penalty: 2802.998779
	Iteration 20F: 3 clusters Score -510282.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -510343.750000 Penalty: 2802.998779
	Iteration 21Q: 3 clusters Score -510343.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -510407.468750 Penalty: 2802.998779
	Iteration 22Q: 3 clusters Score -510407.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -510455.062500 Penalty: 2802.998779
	Iteration 23Q: 3 clusters Score -510455.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -510488.812500 Penalty: 2802.998779
	Iteration 24Q: 3 clusters Score -510488.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -510508.750000 Penalty: 2802.998779
	Iteration 25Q: 3 clusters Score -510508.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -510523.093750 Penalty: 2802.998779
	Iteration 26Q: 3 clusters Score -510523.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -510535.500000 Penalty: 2802.998779
	Iteration 27Q: 3 clusters Score -510535.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -510548.000000 Penalty: 2802.998779
	Iteration 28Q: 3 clusters Score -510548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -510559.687500 Penalty: 2802.998779
	Iteration 29Q: 3 clusters Score -510559.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -510565.968750 Penalty: 2802.998779
	Iteration 30Q: 3 clusters Score -510566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -510571.312500 Penalty: 2802.998779
	Iteration 31Q: 3 clusters Score -510571.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -510577.031250 Penalty: 2802.998779
	Iteration 32Q: 3 clusters Score -510577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -510582.718750 Penalty: 2802.998779
	Iteration 33Q: 3 clusters Score -510582.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -510586.687500 Penalty: 2802.998779
	Iteration 34Q: 3 clusters Score -510586.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -510591.218750 Penalty: 2802.998779
	Iteration 35Q: 3 clusters Score -510591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -510593.375000 Penalty: 2802.998779
	Iteration 36Q: 3 clusters Score -510593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -510596.500000 Penalty: 2802.998779
	Iteration 37Q: 3 clusters Score -510596.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -510597.250000 Penalty: 2802.998779
	Iteration 38Q: 3 clusters Score -510597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -510599.937500 Penalty: 2802.998779
	Iteration 39Q: 3 clusters Score -510599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -510601.406250 Penalty: 2802.998779
	Iteration 40F: 3 clusters Score -510601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -510603.031250 Penalty: 2802.998779
	Iteration 41Q: 3 clusters Score -510603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -510605.125000 Penalty: 2802.998779
	Iteration 42Q: 3 clusters Score -510605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -510608.281250 Penalty: 2802.998779
	Iteration 43Q: 3 clusters Score -510608.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -510609.562500 Penalty: 2802.998779
	Iteration 44Q: 3 clusters Score -510609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -510610.500000 Penalty: 2802.998779
	Iteration 45Q: 3 clusters Score -510610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -510611.343750 Penalty: 2802.998779
	Iteration 46Q: 3 clusters Score -510611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -510612.750000 Penalty: 2802.998779
	Iteration 47Q: 3 clusters Score -510612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -510612.781250 Penalty: 2802.998779
	Iteration 48Q: 3 clusters Score -510612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -510612.968750 Penalty: 2802.998779
	Iteration 49Q: 3 clusters Score -510613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -510612.968750 Penalty: 2802.998779
	Iteration 50F: 3 clusters Score -510613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -214371.687500 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -214371.7 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 1217 members 
Entering Unmasked Estep 
Score: -212030.375000 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -212030.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -212602.062500 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -212602.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -212741.203125 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -212741.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -212810.171875 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -212810.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -212856.671875 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -212856.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -212888.765625 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -212888.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -212916.421875 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -212916.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -212930.125000 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -212930.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -212941.109375 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -212941.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -212958.281250 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -212958.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -212978.609375 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -212978.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -213001.062500 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -213001.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -213030.796875 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -213030.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -213065.890625 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -213065.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -213089.906250 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -213089.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -213109.984375 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -213110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213128.546875 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -213128.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -213145.562500 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -213145.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -213155.328125 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -213155.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -213165.625000 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -213165.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -213174.859375 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -213174.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -213184.656250 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -213184.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -213195.828125 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -213195.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -213205.828125 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -213205.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -213216.828125 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -213216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -213223.578125 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -213223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -213231.125000 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -213231.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -213238.984375 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -213239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -213243.671875 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -213243.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -213249.234375 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -213249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -213252.125000 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -213252.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -213255.515625 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -213255.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -213259.718750 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -213259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -213262.390625 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -213262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -213265.015625 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -213265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -213269.312500 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -213269.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -213274.218750 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -213274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -213276.625000 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -213276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -213278.359375 Penalty: 2524.223145
	Iteration 38Q: 3 clusters Score -213278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -213278.578125 Penalty: 2524.223145
	Iteration 39Q: 3 clusters Score -213278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -213279.093750 Penalty: 2524.223145
	Iteration 40F: 3 clusters Score -213279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -213279.000000 Penalty: 2524.223145
	Iteration 41Q: 3 clusters Score -213279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -213279.484375 Penalty: 2524.223145
	Iteration 42Q: 3 clusters Score -213279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -213279.593750 Penalty: 2524.223145
	Iteration 43Q: 3 clusters Score -213279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -213279.593750 Penalty: 2524.223145
	Iteration 44F: 3 clusters Score -213279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -505548.156250 Penalty: 1401.031738
	Iteration 0F: 2 clusters Score -505548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -501252.843750 Penalty: 2802.063477
	Iteration 0F: 3 clusters Score -501252.8 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -502527.656250 Penalty: 2802.063477
	Iteration 1F: 3 clusters Score -502527.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -502793.437500 Penalty: 2802.063477
	Iteration 2F: 3 clusters Score -502793.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -502986.062500 Penalty: 2802.063477
	Iteration 3F: 3 clusters Score -502986.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -503119.062500 Penalty: 2802.063477
	Iteration 4Q: 3 clusters Score -503119.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -503207.000000 Penalty: 2802.063477
	Iteration 5Q: 3 clusters Score -503207 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -503291.843750 Penalty: 2802.063477
	Iteration 6Q: 3 clusters Score -503291.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -503395.218750 Penalty: 2802.063477
	Iteration 7Q: 3 clusters Score -503395.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -503490.187500 Penalty: 2802.063477
	Iteration 8Q: 3 clusters Score -503490.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -503578.593750 Penalty: 2802.063477
	Iteration 9Q: 3 clusters Score -503578.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -503667.250000 Penalty: 2802.063477
	Iteration 10Q: 3 clusters Score -503667.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -503738.187500 Penalty: 2802.063477
	Iteration 11Q: 3 clusters Score -503738.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -503821.437500 Penalty: 2802.063477
	Iteration 12Q: 3 clusters Score -503821.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -503897.125000 Penalty: 2802.063477
	Iteration 13Q: 3 clusters Score -503897.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -503973.281250 Penalty: 2802.063477
	Iteration 14Q: 3 clusters Score -503973.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -504045.000000 Penalty: 2802.063477
	Iteration 15Q: 3 clusters Score -504045 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -504138.562500 Penalty: 2802.063477
	Iteration 16Q: 3 clusters Score -504138.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -504220.843750 Penalty: 2802.063477
	Iteration 17Q: 3 clusters Score -504220.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -504276.375000 Penalty: 2802.063477
	Iteration 18Q: 3 clusters Score -504276.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -504328.750000 Penalty: 2802.063477
	Iteration 19Q: 3 clusters Score -504328.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -504377.218750 Penalty: 2802.063477
	Iteration 20F: 3 clusters Score -504377.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -504413.906250 Penalty: 2802.063477
	Iteration 21Q: 3 clusters Score -504413.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -504454.875000 Penalty: 2802.063477
	Iteration 22Q: 3 clusters Score -504454.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -504483.093750 Penalty: 2802.063477
	Iteration 23Q: 3 clusters Score -504483.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -504503.312500 Penalty: 2802.063477
	Iteration 24Q: 3 clusters Score -504503.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -504522.781250 Penalty: 2802.063477
	Iteration 25Q: 3 clusters Score -504522.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -504535.250000 Penalty: 2802.063477
	Iteration 26Q: 3 clusters Score -504535.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -504546.625000 Penalty: 2802.063477
	Iteration 27Q: 3 clusters Score -504546.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -504560.031250 Penalty: 2802.063477
	Iteration 28Q: 3 clusters Score -504560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -504568.031250 Penalty: 2802.063477
	Iteration 29Q: 3 clusters Score -504568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -504571.406250 Penalty: 2802.063477
	Iteration 30Q: 3 clusters Score -504571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -504574.625000 Penalty: 2802.063477
	Iteration 31Q: 3 clusters Score -504574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -504575.968750 Penalty: 2802.063477
	Iteration 32Q: 3 clusters Score -504576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -504576.375000 Penalty: 2802.063477
	Iteration 33Q: 3 clusters Score -504576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -504577.218750 Penalty: 2802.063477
	Iteration 34Q: 3 clusters Score -504577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -504577.218750 Penalty: 2802.063477
	Iteration 35F: 3 clusters Score -504577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -262157.812500 Penalty: 1292.870483
	Iteration 0F: 2 clusters Score -262157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -259549.187500 Penalty: 2585.740967
	Iteration 0F: 3 clusters Score -259549.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -260208.234375 Penalty: 2585.740967
	Iteration 1F: 3 clusters Score -260208.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -260385.390625 Penalty: 2585.740967
	Iteration 2F: 3 clusters Score -260385.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -260510.031250 Penalty: 2585.740967
	Iteration 3F: 3 clusters Score -260510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260579.671875 Penalty: 2585.740967
	Iteration 4Q: 3 clusters Score -260579.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260629.390625 Penalty: 2585.740967
	Iteration 5Q: 3 clusters Score -260629.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -260667.843750 Penalty: 2585.740967
	Iteration 6Q: 3 clusters Score -260667.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -260701.937500 Penalty: 2585.740967
	Iteration 7Q: 3 clusters Score -260701.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -260727.562500 Penalty: 2585.740967
	Iteration 8Q: 3 clusters Score -260727.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -260755.937500 Penalty: 2585.740967
	Iteration 9Q: 3 clusters Score -260755.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -260779.718750 Penalty: 2585.740967
	Iteration 10Q: 3 clusters Score -260779.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -260799.046875 Penalty: 2585.740967
	Iteration 11Q: 3 clusters Score -260799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -260816.156250 Penalty: 2585.740967
	Iteration 12Q: 3 clusters Score -260816.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -260826.343750 Penalty: 2585.740967
	Iteration 13Q: 3 clusters Score -260826.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260835.156250 Penalty: 2585.740967
	Iteration 14Q: 3 clusters Score -260835.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -260843.546875 Penalty: 2585.740967
	Iteration 15Q: 3 clusters Score -260843.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -260850.109375 Penalty: 2585.740967
	Iteration 16Q: 3 clusters Score -260850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -260857.125000 Penalty: 2585.740967
	Iteration 17Q: 3 clusters Score -260857.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -260868.171875 Penalty: 2585.740967
	Iteration 18Q: 3 clusters Score -260868.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -260884.500000 Penalty: 2585.740967
	Iteration 19Q: 3 clusters Score -260884.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -260900.640625 Penalty: 2585.740967
	Iteration 20F: 3 clusters Score -260900.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -260923.031250 Penalty: 2585.740967
	Iteration 21Q: 3 clusters Score -260923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -260939.359375 Penalty: 2585.740967
	Iteration 22Q: 3 clusters Score -260939.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -260951.140625 Penalty: 2585.740967
	Iteration 23Q: 3 clusters Score -260951.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -260968.718750 Penalty: 2585.740967
	Iteration 24Q: 3 clusters Score -260968.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -260993.859375 Penalty: 2585.740967
	Iteration 25Q: 3 clusters Score -260993.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -261026.265625 Penalty: 2585.740967
	Iteration 26Q: 3 clusters Score -261026.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -261070.093750 Penalty: 2585.740967
	Iteration 27Q: 3 clusters Score -261070.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -261129.546875 Penalty: 2585.740967
	Iteration 28Q: 3 clusters Score -261129.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -261205.687500 Penalty: 2585.740967
	Iteration 29Q: 3 clusters Score -261205.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -261265.765625 Penalty: 2585.740967
	Iteration 30Q: 3 clusters Score -261265.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -261307.953125 Penalty: 2585.740967
	Iteration 31Q: 3 clusters Score -261308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -261331.890625 Penalty: 2585.740967
	Iteration 32Q: 3 clusters Score -261331.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -261347.859375 Penalty: 2585.740967
	Iteration 33Q: 3 clusters Score -261347.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -261355.359375 Penalty: 2585.740967
	Iteration 34Q: 3 clusters Score -261355.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -261359.906250 Penalty: 2585.740967
	Iteration 35Q: 3 clusters Score -261359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -261362.687500 Penalty: 2585.740967
	Iteration 36Q: 3 clusters Score -261362.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -261364.468750 Penalty: 2585.740967
	Iteration 37Q: 3 clusters Score -261364.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -261365.750000 Penalty: 2585.740967
	Iteration 38Q: 3 clusters Score -261365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -261367.609375 Penalty: 2585.740967
	Iteration 39Q: 3 clusters Score -261367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -261368.906250 Penalty: 2585.740967
	Iteration 40F: 3 clusters Score -261368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261369.859375 Penalty: 2585.740967
	Iteration 41Q: 3 clusters Score -261369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -261369.750000 Penalty: 2585.740967
	Iteration 42Q: 3 clusters Score -261369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261370.812500 Penalty: 2585.740967
	Iteration 43Q: 3 clusters Score -261370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -261371.078125 Penalty: 2585.740967
	Iteration 44Q: 3 clusters Score -261371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -261373.171875 Penalty: 2585.740967
	Iteration 45Q: 3 clusters Score -261373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -261377.156250 Penalty: 2585.740967
	Iteration 46Q: 3 clusters Score -261377.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -261378.828125 Penalty: 2585.740967
	Iteration 47Q: 3 clusters Score -261378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -261379.890625 Penalty: 2585.740967
	Iteration 48Q: 3 clusters Score -261379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261380.359375 Penalty: 2585.740967
	Iteration 49Q: 3 clusters Score -261380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -261380.921875 Penalty: 2585.740967
	Iteration 50Q: 3 clusters Score -261380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -261380.921875 Penalty: 2585.740967
	Iteration 51F: 3 clusters Score -261380.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -95400.851562 Penalty: 1155.488159
	Iteration 0F: 2 clusters Score -95400.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -93950.273438 Penalty: 2310.976318
	Iteration 0F: 3 clusters Score -93950.27 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -94487.968750 Penalty: 2310.976318
	Iteration 1F: 3 clusters Score -94487.97 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -94730.359375 Penalty: 2310.976318
	Iteration 2F: 3 clusters Score -94730.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -94880.140625 Penalty: 2310.976318
	Iteration 3F: 3 clusters Score -94880.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -95022.382812 Penalty: 2310.976318
	Iteration 4Q: 3 clusters Score -95022.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -95141.429688 Penalty: 2310.976318
	Iteration 5Q: 3 clusters Score -95141.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -95283.812500 Penalty: 2310.976318
	Iteration 6Q: 3 clusters Score -95283.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -95325.898438 Penalty: 2310.976318
	Iteration 7Q: 3 clusters Score -95325.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -95360.070312 Penalty: 2310.976318
	Iteration 8Q: 3 clusters Score -95360.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -95369.804688 Penalty: 2310.976318
	Iteration 9Q: 3 clusters Score -95369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95377.312500 Penalty: 2310.976318
	Iteration 10Q: 3 clusters Score -95377.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -95382.734375 Penalty: 2310.976318
	Iteration 11Q: 3 clusters Score -95382.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -95394.718750 Penalty: 2310.976318
	Iteration 12Q: 3 clusters Score -95394.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -95399.945312 Penalty: 2310.976318
	Iteration 13Q: 3 clusters Score -95399.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -95402.734375 Penalty: 2310.976318
	Iteration 14Q: 3 clusters Score -95402.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -95406.554688 Penalty: 2310.976318
	Iteration 15Q: 3 clusters Score -95406.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -95408.132812 Penalty: 2310.976318
	Iteration 16Q: 3 clusters Score -95408.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -95408.476562 Penalty: 2310.976318
	Iteration 17Q: 3 clusters Score -95408.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -95408.476562 Penalty: 2310.976318
	Iteration 18F: 3 clusters Score -95408.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 37277 members 
Mstep: Class 4 contains 40856 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9247 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 21 contains 30859 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 21619 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18746 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 33023 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5119 members 
Mstep: Class 48 contains 772 members 
Entering Unmasked Estep 
Score: -49781692.000000 Penalty: 103005.007812
Splitting cluster 27 changes total score from -49782844.000000 to -49781692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -423329.937500 Penalty: 1374.713623
	Iteration 0F: 2 clusters Score -423329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -419517.937500 Penalty: 2749.427246
	Iteration 0F: 3 clusters Score -419517.9 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -420668.593750 Penalty: 2749.427246
	Iteration 1F: 3 clusters Score -420668.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -421071.000000 Penalty: 2749.427246
	Iteration 2F: 3 clusters Score -421071 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -421416.093750 Penalty: 2749.427246
	Iteration 3F: 3 clusters Score -421416.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -421663.187500 Penalty: 2749.427246
	Iteration 4F: 3 clusters Score -421663.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -421874.375000 Penalty: 2749.427246
	Iteration 5F: 3 clusters Score -421874.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -422054.156250 Penalty: 2749.427246
	Iteration 6Q: 3 clusters Score -422054.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -422215.875000 Penalty: 2749.427246
	Iteration 7Q: 3 clusters Score -422215.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -422316.781250 Penalty: 2749.427246
	Iteration 8Q: 3 clusters Score -422316.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -422395.500000 Penalty: 2749.427246
	Iteration 9Q: 3 clusters Score -422395.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -422451.687500 Penalty: 2749.427246
	Iteration 10Q: 3 clusters Score -422451.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -422486.906250 Penalty: 2749.427246
	Iteration 11Q: 3 clusters Score -422486.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -422532.031250 Penalty: 2749.427246
	Iteration 12Q: 3 clusters Score -422532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -422589.343750 Penalty: 2749.427246
	Iteration 13Q: 3 clusters Score -422589.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -422666.062500 Penalty: 2749.427246
	Iteration 14Q: 3 clusters Score -422666.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -422774.312500 Penalty: 2749.427246
	Iteration 15Q: 3 clusters Score -422774.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -422876.062500 Penalty: 2749.427246
	Iteration 16Q: 3 clusters Score -422876.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -422967.843750 Penalty: 2749.427246
	Iteration 17Q: 3 clusters Score -422967.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -423017.625000 Penalty: 2749.427246
	Iteration 18Q: 3 clusters Score -423017.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -423046.750000 Penalty: 2749.427246
	Iteration 19Q: 3 clusters Score -423046.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -423070.812500 Penalty: 2749.427246
	Iteration 20F: 3 clusters Score -423070.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -423094.343750 Penalty: 2749.427246
	Iteration 21Q: 3 clusters Score -423094.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -423105.468750 Penalty: 2749.427246
	Iteration 22Q: 3 clusters Score -423105.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -423113.531250 Penalty: 2749.427246
	Iteration 23Q: 3 clusters Score -423113.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -423121.437500 Penalty: 2749.427246
	Iteration 24Q: 3 clusters Score -423121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -423124.875000 Penalty: 2749.427246
	Iteration 25Q: 3 clusters Score -423124.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -423125.968750 Penalty: 2749.427246
	Iteration 26Q: 3 clusters Score -423126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -423127.375000 Penalty: 2749.427246
	Iteration 27Q: 3 clusters Score -423127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -423127.875000 Penalty: 2749.427246
	Iteration 28Q: 3 clusters Score -423127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -423128.312500 Penalty: 2749.427246
	Iteration 29Q: 3 clusters Score -423128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -423128.625000 Penalty: 2749.427246
	Iteration 30Q: 3 clusters Score -423128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -423129.687500 Penalty: 2749.427246
	Iteration 31Q: 3 clusters Score -423129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -423129.781250 Penalty: 2749.427246
	Iteration 32Q: 3 clusters Score -423129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -423129.875000 Penalty: 2749.427246
	Iteration 33Q: 3 clusters Score -423129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -423129.968750 Penalty: 2749.427246
	Iteration 34Q: 3 clusters Score -423130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -423130.218750 Penalty: 2749.427246
	Iteration 35Q: 3 clusters Score -423130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -423130.406250 Penalty: 2749.427246
	Iteration 36Q: 3 clusters Score -423130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423130.687500 Penalty: 2749.427246
	Iteration 37Q: 3 clusters Score -423130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -423131.125000 Penalty: 2749.427246
	Iteration 38Q: 3 clusters Score -423131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -423134.593750 Penalty: 2749.427246
	Iteration 39Q: 3 clusters Score -423134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -423136.437500 Penalty: 2749.427246
	Iteration 40F: 3 clusters Score -423136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -423138.468750 Penalty: 2749.427246
	Iteration 41Q: 3 clusters Score -423138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -423139.093750 Penalty: 2749.427246
	Iteration 42Q: 3 clusters Score -423139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -423140.781250 Penalty: 2749.427246
	Iteration 43Q: 3 clusters Score -423140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -423143.875000 Penalty: 2749.427246
	Iteration 44Q: 3 clusters Score -423143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -423145.437500 Penalty: 2749.427246
	Iteration 45Q: 3 clusters Score -423145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -423145.718750 Penalty: 2749.427246
	Iteration 46Q: 3 clusters Score -423145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -423146.250000 Penalty: 2749.427246
	Iteration 47Q: 3 clusters Score -423146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -423146.250000 Penalty: 2749.427246
	Iteration 48F: 3 clusters Score -423146.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Entering Unmasked Estep 
Score: -1974472.750000 Penalty: 1614.198853
	Iteration 0F: 2 clusters Score -1974473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1960424.750000 Penalty: 3228.397705
	Iteration 0F: 3 clusters Score -1960425 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1965583.000000 Penalty: 3228.397705
	Iteration 1F: 3 clusters Score -1965583 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1965955.500000 Penalty: 3228.397705
	Iteration 2Q: 3 clusters Score -1965956 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1966335.375000 Penalty: 3228.397705
	Iteration 3Q: 3 clusters Score -1966335 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1966812.625000 Penalty: 3228.397705
	Iteration 4Q: 3 clusters Score -1966813 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1967436.250000 Penalty: 3228.397705
	Iteration 5F: 3 clusters Score -1967436 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1968216.500000 Penalty: 3228.397705
	Iteration 6F: 3 clusters Score -1968216 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1969223.625000 Penalty: 3228.397705
	Iteration 7F: 3 clusters Score -1969224 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1970337.000000 Penalty: 3228.397705
	Iteration 8F: 3 clusters Score -1970337 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1971247.000000 Penalty: 3228.397705
	Iteration 9F: 3 clusters Score -1971247 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1971887.875000 Penalty: 3228.397705
	Iteration 10Q: 3 clusters Score -1971888 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1972307.500000 Penalty: 3228.397705
	Iteration 11Q: 3 clusters Score -1972308 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1972580.250000 Penalty: 3228.397705
	Iteration 12Q: 3 clusters Score -1972580 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1972787.875000 Penalty: 3228.397705
	Iteration 13Q: 3 clusters Score -1972788 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1972896.000000 Penalty: 3228.397705
	Iteration 14Q: 3 clusters Score -1972896 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1972976.875000 Penalty: 3228.397705
	Iteration 15Q: 3 clusters Score -1972977 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1973023.625000 Penalty: 3228.397705
	Iteration 16Q: 3 clusters Score -1973024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1973050.750000 Penalty: 3228.397705
	Iteration 17Q: 3 clusters Score -1973051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1973074.500000 Penalty: 3228.397705
	Iteration 18Q: 3 clusters Score -1973074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1973090.125000 Penalty: 3228.397705
	Iteration 19Q: 3 clusters Score -1973090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1973098.875000 Penalty: 3228.397705
	Iteration 20F: 3 clusters Score -1973099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1973101.500000 Penalty: 3228.397705
	Iteration 21Q: 3 clusters Score -1973102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -1973108.625000 Penalty: 3228.397705
	Iteration 22Q: 3 clusters Score -1973109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1973113.750000 Penalty: 3228.397705
	Iteration 23Q: 3 clusters Score -1973114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -1973118.375000 Penalty: 3228.397705
	Iteration 24Q: 3 clusters Score -1973118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1973123.875000 Penalty: 3228.397705
	Iteration 25Q: 3 clusters Score -1973124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -1973122.625000 Penalty: 3228.397705
	Iteration 26Q: 3 clusters Score -1973123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1973125.625000 Penalty: 3228.397705
	Iteration 27Q: 3 clusters Score -1973126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1973124.500000 Penalty: 3228.397705
	Iteration 28Q: 3 clusters Score -1973124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1973127.250000 Penalty: 3228.397705
	Iteration 29Q: 3 clusters Score -1973127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1973130.750000 Penalty: 3228.397705
	Iteration 30Q: 3 clusters Score -1973131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1973130.500000 Penalty: 3228.397705
	Iteration 31Q: 3 clusters Score -1973130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1973131.000000 Penalty: 3228.397705
	Iteration 32Q: 3 clusters Score -1973131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1973132.875000 Penalty: 3228.397705
	Iteration 33Q: 3 clusters Score -1973133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1973132.750000 Penalty: 3228.397705
	Iteration 34Q: 3 clusters Score -1973133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -1973132.125000 Penalty: 3228.397705
	Iteration 35Q: 3 clusters Score -1973132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1973133.375000 Penalty: 3228.397705
	Iteration 36Q: 3 clusters Score -1973133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -1973132.750000 Penalty: 3228.397705
	Iteration 37Q: 3 clusters Score -1973133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1973134.375000 Penalty: 3228.397705
	Iteration 38Q: 3 clusters Score -1973134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1973135.625000 Penalty: 3228.397705
	Iteration 39Q: 3 clusters Score -1973136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1973136.125000 Penalty: 3228.397705
	Iteration 40F: 3 clusters Score -1973136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1973138.000000 Penalty: 3228.397705
	Iteration 41Q: 3 clusters Score -1973138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1973138.000000 Penalty: 3228.397705
	Iteration 42F: 3 clusters Score -1973138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Entering Unmasked Estep 
Score: -1955174.500000 Penalty: 1621.965820
	Iteration 0F: 2 clusters Score -1955174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1940535.500000 Penalty: 3243.931641
	Iteration 0F: 3 clusters Score -1940536 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1945784.625000 Penalty: 3243.931641
	Iteration 1F: 3 clusters Score -1945785 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1946199.750000 Penalty: 3243.931641
	Iteration 2F: 3 clusters Score -1946200 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1946628.500000 Penalty: 3243.931641
	Iteration 3Q: 3 clusters Score -1946628 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1947104.375000 Penalty: 3243.931641
	Iteration 4Q: 3 clusters Score -1947104 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1947565.750000 Penalty: 3243.931641
	Iteration 5Q: 3 clusters Score -1947566 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1948014.250000 Penalty: 3243.931641
	Iteration 6Q: 3 clusters Score -1948014 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1948463.750000 Penalty: 3243.931641
	Iteration 7Q: 3 clusters Score -1948464 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1948925.375000 Penalty: 3243.931641
	Iteration 8Q: 3 clusters Score -1948925 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1949403.500000 Penalty: 3243.931641
	Iteration 9Q: 3 clusters Score -1949404 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1949908.625000 Penalty: 3243.931641
	Iteration 10Q: 3 clusters Score -1949909 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1950481.625000 Penalty: 3243.931641
	Iteration 11Q: 3 clusters Score -1950482 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1951059.500000 Penalty: 3243.931641
	Iteration 12Q: 3 clusters Score -1951060 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1951531.250000 Penalty: 3243.931641
	Iteration 13Q: 3 clusters Score -1951531 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1951898.125000 Penalty: 3243.931641
	Iteration 14Q: 3 clusters Score -1951898 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1952221.375000 Penalty: 3243.931641
	Iteration 15Q: 3 clusters Score -1952221 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1952459.250000 Penalty: 3243.931641
	Iteration 16Q: 3 clusters Score -1952459 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1952660.875000 Penalty: 3243.931641
	Iteration 17Q: 3 clusters Score -1952661 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1952823.250000 Penalty: 3243.931641
	Iteration 18Q: 3 clusters Score -1952823 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1952984.000000 Penalty: 3243.931641
	Iteration 19Q: 3 clusters Score -1952984 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1953118.750000 Penalty: 3243.931641
	Iteration 20F: 3 clusters Score -1953119 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1953260.750000 Penalty: 3243.931641
	Iteration 21Q: 3 clusters Score -1953261 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1953403.875000 Penalty: 3243.931641
	Iteration 22Q: 3 clusters Score -1953404 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1953568.250000 Penalty: 3243.931641
	Iteration 23Q: 3 clusters Score -1953568 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1953750.125000 Penalty: 3243.931641
	Iteration 24Q: 3 clusters Score -1953750 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1953936.125000 Penalty: 3243.931641
	Iteration 25Q: 3 clusters Score -1953936 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1954122.625000 Penalty: 3243.931641
	Iteration 26Q: 3 clusters Score -1954123 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1954244.625000 Penalty: 3243.931641
	Iteration 27Q: 3 clusters Score -1954245 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1954305.500000 Penalty: 3243.931641
	Iteration 28Q: 3 clusters Score -1954306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1954326.250000 Penalty: 3243.931641
	Iteration 29Q: 3 clusters Score -1954326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1954344.000000 Penalty: 3243.931641
	Iteration 30Q: 3 clusters Score -1954344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1954364.000000 Penalty: 3243.931641
	Iteration 31Q: 3 clusters Score -1954364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1954381.375000 Penalty: 3243.931641
	Iteration 32Q: 3 clusters Score -1954381 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1954396.250000 Penalty: 3243.931641
	Iteration 33Q: 3 clusters Score -1954396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1954415.750000 Penalty: 3243.931641
	Iteration 34Q: 3 clusters Score -1954416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1954426.500000 Penalty: 3243.931641
	Iteration 35Q: 3 clusters Score -1954426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1954443.250000 Penalty: 3243.931641
	Iteration 36Q: 3 clusters Score -1954443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1954447.500000 Penalty: 3243.931641
	Iteration 37Q: 3 clusters Score -1954448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1954453.625000 Penalty: 3243.931641
	Iteration 38Q: 3 clusters Score -1954454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1954468.000000 Penalty: 3243.931641
	Iteration 39Q: 3 clusters Score -1954468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1954481.750000 Penalty: 3243.931641
	Iteration 40F: 3 clusters Score -1954482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1954498.875000 Penalty: 3243.931641
	Iteration 41Q: 3 clusters Score -1954499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1954520.500000 Penalty: 3243.931641
	Iteration 42Q: 3 clusters Score -1954520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1954543.125000 Penalty: 3243.931641
	Iteration 43Q: 3 clusters Score -1954543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1954579.125000 Penalty: 3243.931641
	Iteration 44Q: 3 clusters Score -1954579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1954617.250000 Penalty: 3243.931641
	Iteration 45Q: 3 clusters Score -1954617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1954649.375000 Penalty: 3243.931641
	Iteration 46Q: 3 clusters Score -1954649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1954669.375000 Penalty: 3243.931641
	Iteration 47Q: 3 clusters Score -1954669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1954685.375000 Penalty: 3243.931641
	Iteration 48Q: 3 clusters Score -1954685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1954701.250000 Penalty: 3243.931641
	Iteration 49Q: 3 clusters Score -1954701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1954721.625000 Penalty: 3243.931641
	Iteration 50Q: 3 clusters Score -1954722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1954729.375000 Penalty: 3243.931641
	Iteration 51Q: 3 clusters Score -1954729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1954740.500000 Penalty: 3243.931641
	Iteration 52Q: 3 clusters Score -1954740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1954745.250000 Penalty: 3243.931641
	Iteration 53Q: 3 clusters Score -1954745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1954750.125000 Penalty: 3243.931641
	Iteration 54Q: 3 clusters Score -1954750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1954752.750000 Penalty: 3243.931641
	Iteration 55Q: 3 clusters Score -1954753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1954752.500000 Penalty: 3243.931641
	Iteration 56Q: 3 clusters Score -1954752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1954753.500000 Penalty: 3243.931641
	Iteration 57Q: 3 clusters Score -1954754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1954755.500000 Penalty: 3243.931641
	Iteration 58Q: 3 clusters Score -1954756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1954755.375000 Penalty: 3243.931641
	Iteration 59Q: 3 clusters Score -1954755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1954756.625000 Penalty: 3243.931641
	Iteration 60F: 3 clusters Score -1954757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1954755.500000 Penalty: 3243.931641
	Iteration 61Q: 3 clusters Score -1954756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1954755.000000 Penalty: 3243.931641
	Iteration 62Q: 3 clusters Score -1954755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1954755.000000 Penalty: 3243.931641
	Iteration 63F: 3 clusters Score -1954755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -441222.937500 Penalty: 1378.389038
	Iteration 0F: 2 clusters Score -441222.9 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 2346 members 
Entering Unmasked Estep 
Score: -437354.437500 Penalty: 2756.778076
	Iteration 0F: 3 clusters Score -437354.4 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -438501.656250 Penalty: 2756.778076
	Iteration 1F: 3 clusters Score -438501.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -438787.656250 Penalty: 2756.778076
	Iteration 2F: 3 clusters Score -438787.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -439027.437500 Penalty: 2756.778076
	Iteration 3F: 3 clusters Score -439027.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -439251.343750 Penalty: 2756.778076
	Iteration 4F: 3 clusters Score -439251.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -439431.281250 Penalty: 2756.778076
	Iteration 5F: 3 clusters Score -439431.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -439540.843750 Penalty: 2756.778076
	Iteration 6Q: 3 clusters Score -439540.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -439644.250000 Penalty: 2756.778076
	Iteration 7Q: 3 clusters Score -439644.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -439728.000000 Penalty: 2756.778076
	Iteration 8Q: 3 clusters Score -439728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -439781.718750 Penalty: 2756.778076
	Iteration 9Q: 3 clusters Score -439781.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -439822.062500 Penalty: 2756.778076
	Iteration 10Q: 3 clusters Score -439822.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -439856.000000 Penalty: 2756.778076
	Iteration 11Q: 3 clusters Score -439856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -439885.375000 Penalty: 2756.778076
	Iteration 12Q: 3 clusters Score -439885.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -439915.125000 Penalty: 2756.778076
	Iteration 13Q: 3 clusters Score -439915.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -439940.437500 Penalty: 2756.778076
	Iteration 14Q: 3 clusters Score -439940.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -439973.000000 Penalty: 2756.778076
	Iteration 15Q: 3 clusters Score -439973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -440019.500000 Penalty: 2756.778076
	Iteration 16Q: 3 clusters Score -440019.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -440063.468750 Penalty: 2756.778076
	Iteration 17Q: 3 clusters Score -440063.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -440112.156250 Penalty: 2756.778076
	Iteration 18Q: 3 clusters Score -440112.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -440155.156250 Penalty: 2756.778076
	Iteration 19Q: 3 clusters Score -440155.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -440201.156250 Penalty: 2756.778076
	Iteration 20F: 3 clusters Score -440201.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -440228.968750 Penalty: 2756.778076
	Iteration 21Q: 3 clusters Score -440229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -440241.187500 Penalty: 2756.778076
	Iteration 22Q: 3 clusters Score -440241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -440253.906250 Penalty: 2756.778076
	Iteration 23Q: 3 clusters Score -440253.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -440263.593750 Penalty: 2756.778076
	Iteration 24Q: 3 clusters Score -440263.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -440267.093750 Penalty: 2756.778076
	Iteration 25Q: 3 clusters Score -440267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -440269.250000 Penalty: 2756.778076
	Iteration 26Q: 3 clusters Score -440269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -440270.937500 Penalty: 2756.778076
	Iteration 27Q: 3 clusters Score -440270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -440272.718750 Penalty: 2756.778076
	Iteration 28Q: 3 clusters Score -440272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -440274.562500 Penalty: 2756.778076
	Iteration 29Q: 3 clusters Score -440274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -440275.093750 Penalty: 2756.778076
	Iteration 30Q: 3 clusters Score -440275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -440275.375000 Penalty: 2756.778076
	Iteration 31Q: 3 clusters Score -440275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -440275.906250 Penalty: 2756.778076
	Iteration 32Q: 3 clusters Score -440275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -440275.781250 Penalty: 2756.778076
	Iteration 33Q: 3 clusters Score -440275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -440276.406250 Penalty: 2756.778076
	Iteration 34Q: 3 clusters Score -440276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -440278.843750 Penalty: 2756.778076
	Iteration 35Q: 3 clusters Score -440278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -440280.406250 Penalty: 2756.778076
	Iteration 36Q: 3 clusters Score -440280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -440284.031250 Penalty: 2756.778076
	Iteration 37Q: 3 clusters Score -440284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -440287.250000 Penalty: 2756.778076
	Iteration 38Q: 3 clusters Score -440287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -440288.375000 Penalty: 2756.778076
	Iteration 39Q: 3 clusters Score -440288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -440290.500000 Penalty: 2756.778076
	Iteration 40F: 3 clusters Score -440290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -440291.687500 Penalty: 2756.778076
	Iteration 41Q: 3 clusters Score -440291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -440291.531250 Penalty: 2756.778076
	Iteration 42Q: 3 clusters Score -440291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -440292.312500 Penalty: 2756.778076
	Iteration 43Q: 3 clusters Score -440292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -440293.781250 Penalty: 2756.778076
	Iteration 44Q: 3 clusters Score -440293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -440293.875000 Penalty: 2756.778076
	Iteration 45Q: 3 clusters Score -440293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -440293.875000 Penalty: 2756.778076
	Iteration 46F: 3 clusters Score -440293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -132036.093750 Penalty: 1205.551880
	Iteration 0F: 2 clusters Score -132036.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -130219.187500 Penalty: 2411.103760
	Iteration 0F: 3 clusters Score -130219.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -130774.476562 Penalty: 2411.103760
	Iteration 1F: 3 clusters Score -130774.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -131058.375000 Penalty: 2411.103760
	Iteration 2F: 3 clusters Score -131058.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -131275.375000 Penalty: 2411.103760
	Iteration 3F: 3 clusters Score -131275.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -131471.250000 Penalty: 2411.103760
	Iteration 4F: 3 clusters Score -131471.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -131607.687500 Penalty: 2411.103760
	Iteration 5F: 3 clusters Score -131607.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -131692.187500 Penalty: 2411.103760
	Iteration 6Q: 3 clusters Score -131692.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -131752.578125 Penalty: 2411.103760
	Iteration 7Q: 3 clusters Score -131752.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -131792.968750 Penalty: 2411.103760
	Iteration 8Q: 3 clusters Score -131793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -131813.968750 Penalty: 2411.103760
	Iteration 9Q: 3 clusters Score -131814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -131834.921875 Penalty: 2411.103760
	Iteration 10Q: 3 clusters Score -131834.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -131859.671875 Penalty: 2411.103760
	Iteration 11Q: 3 clusters Score -131859.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -131869.984375 Penalty: 2411.103760
	Iteration 12Q: 3 clusters Score -131870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -131880.078125 Penalty: 2411.103760
	Iteration 13Q: 3 clusters Score -131880.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -131889.500000 Penalty: 2411.103760
	Iteration 14Q: 3 clusters Score -131889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -131898.890625 Penalty: 2411.103760
	Iteration 15Q: 3 clusters Score -131898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -131905.609375 Penalty: 2411.103760
	Iteration 16Q: 3 clusters Score -131905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -131911.000000 Penalty: 2411.103760
	Iteration 17Q: 3 clusters Score -131911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -131911.687500 Penalty: 2411.103760
	Iteration 18Q: 3 clusters Score -131911.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -131915.703125 Penalty: 2411.103760
	Iteration 19F: 3 clusters Score -131915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -131918.671875 Penalty: 2411.103760
	Iteration 20F: 3 clusters Score -131918.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131924.421875 Penalty: 2411.103760
	Iteration 21Q: 3 clusters Score -131924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -131932.171875 Penalty: 2411.103760
	Iteration 22Q: 3 clusters Score -131932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -131937.125000 Penalty: 2411.103760
	Iteration 23Q: 3 clusters Score -131937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -131940.859375 Penalty: 2411.103760
	Iteration 24Q: 3 clusters Score -131940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -131942.968750 Penalty: 2411.103760
	Iteration 25Q: 3 clusters Score -131943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131944.328125 Penalty: 2411.103760
	Iteration 26Q: 3 clusters Score -131944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -131944.359375 Penalty: 2411.103760
	Iteration 27Q: 3 clusters Score -131944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -131944.359375 Penalty: 2411.103760
	Iteration 28F: 3 clusters Score -131944.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135156.156250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133372.906250 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133372.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133751.796875 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133751.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133846.250000 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133846.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133887.968750 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133919.328125 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133919.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133937.125000 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133937.1 nChanged 14
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: -133946.578125 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133946.6 nChanged 11
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: -133952.125000 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -133952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133956.140625 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -133956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133957.171875 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -133957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133957.750000 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -133957.8 nChanged 4
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: -133959.625000 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -133959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133961.843750 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -133961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133963.234375 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -133963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133963.234375 Penalty: 2374.404541
	Iteration 14F: 3 clusters Score -133963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -222578.281250 Penalty: 1266.859497
	Iteration 0F: 2 clusters Score -222578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -220223.234375 Penalty: 2533.718994
	Iteration 0F: 3 clusters Score -220223.2 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -220761.125000 Penalty: 2533.718994
	Iteration 1F: 3 clusters Score -220761.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -220885.125000 Penalty: 2533.718994
	Iteration 2F: 3 clusters Score -220885.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -220945.625000 Penalty: 2533.718994
	Iteration 3Q: 3 clusters Score -220945.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -220997.734375 Penalty: 2533.718994
	Iteration 4Q: 3 clusters Score -220997.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -221034.015625 Penalty: 2533.718994
	Iteration 5Q: 3 clusters Score -221034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -221068.890625 Penalty: 2533.718994
	Iteration 6Q: 3 clusters Score -221068.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -221098.578125 Penalty: 2533.718994
	Iteration 7Q: 3 clusters Score -221098.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -221119.343750 Penalty: 2533.718994
	Iteration 8Q: 3 clusters Score -221119.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -221135.640625 Penalty: 2533.718994
	Iteration 9Q: 3 clusters Score -221135.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -221153.953125 Penalty: 2533.718994
	Iteration 10Q: 3 clusters Score -221154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -221170.390625 Penalty: 2533.718994
	Iteration 11Q: 3 clusters Score -221170.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -221184.281250 Penalty: 2533.718994
	Iteration 12Q: 3 clusters Score -221184.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -221197.718750 Penalty: 2533.718994
	Iteration 13Q: 3 clusters Score -221197.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -221209.203125 Penalty: 2533.718994
	Iteration 14Q: 3 clusters Score -221209.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -221225.281250 Penalty: 2533.718994
	Iteration 15Q: 3 clusters Score -221225.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -221243.062500 Penalty: 2533.718994
	Iteration 16Q: 3 clusters Score -221243.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -221251.609375 Penalty: 2533.718994
	Iteration 17Q: 3 clusters Score -221251.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -221260.296875 Penalty: 2533.718994
	Iteration 18Q: 3 clusters Score -221260.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -221268.765625 Penalty: 2533.718994
	Iteration 19Q: 3 clusters Score -221268.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -221282.734375 Penalty: 2533.718994
	Iteration 20F: 3 clusters Score -221282.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -221299.625000 Penalty: 2533.718994
	Iteration 21Q: 3 clusters Score -221299.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -221317.578125 Penalty: 2533.718994
	Iteration 22Q: 3 clusters Score -221317.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -221334.406250 Penalty: 2533.718994
	Iteration 23Q: 3 clusters Score -221334.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -221351.046875 Penalty: 2533.718994
	Iteration 24Q: 3 clusters Score -221351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -221365.609375 Penalty: 2533.718994
	Iteration 25Q: 3 clusters Score -221365.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -221379.500000 Penalty: 2533.718994
	Iteration 26Q: 3 clusters Score -221379.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -221393.296875 Penalty: 2533.718994
	Iteration 27Q: 3 clusters Score -221393.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -221410.125000 Penalty: 2533.718994
	Iteration 28Q: 3 clusters Score -221410.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -221424.171875 Penalty: 2533.718994
	Iteration 29Q: 3 clusters Score -221424.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -221445.828125 Penalty: 2533.718994
	Iteration 30Q: 3 clusters Score -221445.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -221460.281250 Penalty: 2533.718994
	Iteration 31Q: 3 clusters Score -221460.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -221473.953125 Penalty: 2533.718994
	Iteration 32Q: 3 clusters Score -221474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -221490.578125 Penalty: 2533.718994
	Iteration 33Q: 3 clusters Score -221490.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -221503.593750 Penalty: 2533.718994
	Iteration 34Q: 3 clusters Score -221503.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -221509.265625 Penalty: 2533.718994
	Iteration 35Q: 3 clusters Score -221509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -221510.812500 Penalty: 2533.718994
	Iteration 36Q: 3 clusters Score -221510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -221511.609375 Penalty: 2533.718994
	Iteration 37Q: 3 clusters Score -221511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -221512.218750 Penalty: 2533.718994
	Iteration 38Q: 3 clusters Score -221512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -221513.937500 Penalty: 2533.718994
	Iteration 39Q: 3 clusters Score -221513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -221516.390625 Penalty: 2533.718994
	Iteration 40F: 3 clusters Score -221516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -221519.562500 Penalty: 2533.718994
	Iteration 41Q: 3 clusters Score -221519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -221520.531250 Penalty: 2533.718994
	Iteration 42Q: 3 clusters Score -221520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -221521.828125 Penalty: 2533.718994
	Iteration 43Q: 3 clusters Score -221521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -221527.984375 Penalty: 2533.718994
	Iteration 44Q: 3 clusters Score -221528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -221535.062500 Penalty: 2533.718994
	Iteration 45Q: 3 clusters Score -221535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -221541.312500 Penalty: 2533.718994
	Iteration 46Q: 3 clusters Score -221541.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -221550.437500 Penalty: 2533.718994
	Iteration 47Q: 3 clusters Score -221550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -221561.765625 Penalty: 2533.718994
	Iteration 48Q: 3 clusters Score -221561.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -221572.109375 Penalty: 2533.718994
	Iteration 49Q: 3 clusters Score -221572.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -221576.406250 Penalty: 2533.718994
	Iteration 50Q: 3 clusters Score -221576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -221577.640625 Penalty: 2533.718994
	Iteration 51Q: 3 clusters Score -221577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -221579.093750 Penalty: 2533.718994
	Iteration 52Q: 3 clusters Score -221579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -221581.312500 Penalty: 2533.718994
	Iteration 53Q: 3 clusters Score -221581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -221582.546875 Penalty: 2533.718994
	Iteration 54Q: 3 clusters Score -221582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -221582.687500 Penalty: 2533.718994
	Iteration 55Q: 3 clusters Score -221582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -221583.078125 Penalty: 2533.718994
	Iteration 56Q: 3 clusters Score -221583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -221583.078125 Penalty: 2533.718994
	Iteration 57F: 3 clusters Score -221583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -80715.460938 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -80715.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79331.718750 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -79331.72 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -79637.203125 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -79637.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -79719.367188 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -79719.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -79791.406250 Penalty: 2235.790771
	Iteration 3F: 3 clusters Score -79791.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -79835.531250 Penalty: 2235.790771
	Iteration 4Q: 3 clusters Score -79835.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -79863.531250 Penalty: 2235.790771
	Iteration 5Q: 3 clusters Score -79863.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -79877.117188 Penalty: 2235.790771
	Iteration 6Q: 3 clusters Score -79877.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -79886.484375 Penalty: 2235.790771
	Iteration 7Q: 3 clusters Score -79886.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -79903.343750 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -79903.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -79917.484375 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -79917.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -79935.109375 Penalty: 2235.790771
	Iteration 10Q: 3 clusters Score -79935.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -79947.695312 Penalty: 2235.790771
	Iteration 11Q: 3 clusters Score -79947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -79954.523438 Penalty: 2235.790771
	Iteration 12Q: 3 clusters Score -79954.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -79959.859375 Penalty: 2235.790771
	Iteration 13Q: 3 clusters Score -79959.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -79966.125000 Penalty: 2235.790771
	Iteration 14Q: 3 clusters Score -79966.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -79979.414062 Penalty: 2235.790771
	Iteration 15Q: 3 clusters Score -79979.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -79986.468750 Penalty: 2235.790771
	Iteration 16Q: 3 clusters Score -79986.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -79989.671875 Penalty: 2235.790771
	Iteration 17Q: 3 clusters Score -79989.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -79994.015625 Penalty: 2235.790771
	Iteration 18Q: 3 clusters Score -79994.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -80000.664062 Penalty: 2235.790771
	Iteration 19Q: 3 clusters Score -80000.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -80009.250000 Penalty: 2235.790771
	Iteration 20F: 3 clusters Score -80009.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -80012.765625 Penalty: 2235.790771
	Iteration 21Q: 3 clusters Score -80012.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -80016.023438 Penalty: 2235.790771
	Iteration 22Q: 3 clusters Score -80016.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -80017.617188 Penalty: 2235.790771
	Iteration 23Q: 3 clusters Score -80017.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -80019.085938 Penalty: 2235.790771
	Iteration 24Q: 3 clusters Score -80019.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -80020.789062 Penalty: 2235.790771
	Iteration 25Q: 3 clusters Score -80020.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -80022.507812 Penalty: 2235.790771
	Iteration 26Q: 3 clusters Score -80022.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -80022.781250 Penalty: 2235.790771
	Iteration 27Q: 3 clusters Score -80022.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -80022.781250 Penalty: 2235.790771
	Iteration 28F: 3 clusters Score -80022.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -350539.125000 Penalty: 1339.062622
	Iteration 0F: 2 clusters Score -350539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -347311.750000 Penalty: 2678.125244
	Iteration 0F: 3 clusters Score -347311.8 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -348109.406250 Penalty: 2678.125244
	Iteration 1F: 3 clusters Score -348109.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -348279.406250 Penalty: 2678.125244
	Iteration 2F: 3 clusters Score -348279.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -348418.750000 Penalty: 2678.125244
	Iteration 3F: 3 clusters Score -348418.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -348554.562500 Penalty: 2678.125244
	Iteration 4F: 3 clusters Score -348554.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -348700.000000 Penalty: 2678.125244
	Iteration 5F: 3 clusters Score -348700 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -348817.437500 Penalty: 2678.125244
	Iteration 6Q: 3 clusters Score -348817.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -348910.250000 Penalty: 2678.125244
	Iteration 7Q: 3 clusters Score -348910.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -348994.000000 Penalty: 2678.125244
	Iteration 8Q: 3 clusters Score -348994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -349073.562500 Penalty: 2678.125244
	Iteration 9Q: 3 clusters Score -349073.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -349154.125000 Penalty: 2678.125244
	Iteration 10Q: 3 clusters Score -349154.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -349237.218750 Penalty: 2678.125244
	Iteration 11Q: 3 clusters Score -349237.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -349337.218750 Penalty: 2678.125244
	Iteration 12Q: 3 clusters Score -349337.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -349440.343750 Penalty: 2678.125244
	Iteration 13Q: 3 clusters Score -349440.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -349512.562500 Penalty: 2678.125244
	Iteration 14Q: 3 clusters Score -349512.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -349570.000000 Penalty: 2678.125244
	Iteration 15Q: 3 clusters Score -349570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -349625.750000 Penalty: 2678.125244
	Iteration 16Q: 3 clusters Score -349625.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -349677.218750 Penalty: 2678.125244
	Iteration 17Q: 3 clusters Score -349677.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -349726.250000 Penalty: 2678.125244
	Iteration 18Q: 3 clusters Score -349726.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -349798.562500 Penalty: 2678.125244
	Iteration 19Q: 3 clusters Score -349798.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -349870.531250 Penalty: 2678.125244
	Iteration 20F: 3 clusters Score -349870.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -349963.750000 Penalty: 2678.125244
	Iteration 21Q: 3 clusters Score -349963.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -350070.562500 Penalty: 2678.125244
	Iteration 22Q: 3 clusters Score -350070.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -350139.531250 Penalty: 2678.125244
	Iteration 23Q: 3 clusters Score -350139.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -350188.218750 Penalty: 2678.125244
	Iteration 24Q: 3 clusters Score -350188.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -350222.812500 Penalty: 2678.125244
	Iteration 25Q: 3 clusters Score -350222.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -350248.406250 Penalty: 2678.125244
	Iteration 26Q: 3 clusters Score -350248.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -350270.250000 Penalty: 2678.125244
	Iteration 27Q: 3 clusters Score -350270.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -350281.000000 Penalty: 2678.125244
	Iteration 28Q: 3 clusters Score -350281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -350289.062500 Penalty: 2678.125244
	Iteration 29Q: 3 clusters Score -350289.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -350294.125000 Penalty: 2678.125244
	Iteration 30Q: 3 clusters Score -350294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -350295.781250 Penalty: 2678.125244
	Iteration 31Q: 3 clusters Score -350295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -350298.875000 Penalty: 2678.125244
	Iteration 32Q: 3 clusters Score -350298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -350300.781250 Penalty: 2678.125244
	Iteration 33Q: 3 clusters Score -350300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -350301.093750 Penalty: 2678.125244
	Iteration 34Q: 3 clusters Score -350301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -350302.812500 Penalty: 2678.125244
	Iteration 35Q: 3 clusters Score -350302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -350302.781250 Penalty: 2678.125244
	Iteration 36Q: 3 clusters Score -350302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -350303.593750 Penalty: 2678.125244
	Iteration 37Q: 3 clusters Score -350303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -350304.687500 Penalty: 2678.125244
	Iteration 38Q: 3 clusters Score -350304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -350305.562500 Penalty: 2678.125244
	Iteration 39Q: 3 clusters Score -350305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -350305.562500 Penalty: 2678.125244
	Iteration 40F: 3 clusters Score -350305.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -339116.750000 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -339116.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -335949.843750 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -335949.8 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -336791.593750 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -336791.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -336961.375000 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -336961.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -337069.187500 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -337069.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -337154.843750 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -337154.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -337221.062500 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -337221.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -337276.281250 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -337276.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -337317.218750 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -337317.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -337364.156250 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -337364.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -337413.468750 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -337413.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -337487.625000 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -337487.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -337565.468750 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -337565.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -337637.875000 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -337637.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -337707.312500 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -337707.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -337773.937500 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -337773.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -337836.812500 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -337836.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -337888.781250 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -337888.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -337928.531250 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -337928.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -337967.968750 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -337968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -338018.000000 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -338018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -338074.125000 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -338074.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -338126.656250 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -338126.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -338169.125000 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -338169.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -338195.250000 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -338195.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -338215.125000 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -338215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -338225.625000 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -338225.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -338233.125000 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -338233.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -338238.406250 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -338238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -338242.093750 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -338242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -338242.625000 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -338242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -338242.625000 Penalty: 2668.996582
	Iteration 30F: 3 clusters Score -338242.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -143249.093750 Penalty: 1193.306763
	Iteration 0F: 2 clusters Score -143249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -141453.203125 Penalty: 2386.613525
	Iteration 0F: 3 clusters Score -141453.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -141833.875000 Penalty: 2386.613525
	Iteration 1F: 3 clusters Score -141833.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -141927.953125 Penalty: 2386.613525
	Iteration 2F: 3 clusters Score -141928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -141966.734375 Penalty: 2386.613525
	Iteration 3Q: 3 clusters Score -141966.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -141987.734375 Penalty: 2386.613525
	Iteration 4Q: 3 clusters Score -141987.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142002.765625 Penalty: 2386.613525
	Iteration 5Q: 3 clusters Score -142002.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -142019.031250 Penalty: 2386.613525
	Iteration 6Q: 3 clusters Score -142019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142036.218750 Penalty: 2386.613525
	Iteration 7Q: 3 clusters Score -142036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142045.640625 Penalty: 2386.613525
	Iteration 8Q: 3 clusters Score -142045.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142054.250000 Penalty: 2386.613525
	Iteration 9Q: 3 clusters Score -142054.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142059.734375 Penalty: 2386.613525
	Iteration 10Q: 3 clusters Score -142059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -142060.781250 Penalty: 2386.613525
	Iteration 11Q: 3 clusters Score -142060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142061.343750 Penalty: 2386.613525
	Iteration 12Q: 3 clusters Score -142061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142061.531250 Penalty: 2386.613525
	Iteration 13Q: 3 clusters Score -142061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142061.531250 Penalty: 2386.613525
	Iteration 14F: 3 clusters Score -142061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -100291.320312 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -100291.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -98768.031250 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -98768.03 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99052.328125 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -99052.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -99133.414062 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -99133.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -99177.710938 Penalty: 2278.644531
	Iteration 3Q: 3 clusters Score -99177.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -99210.460938 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -99210.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99238.164062 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -99238.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99255.054688 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -99255.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99283.789062 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -99283.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99303.289062 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -99303.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99317.601562 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -99317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -99327.617188 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -99327.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -99337.039062 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -99337.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99343.898438 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -99343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99347.632812 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -99347.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99349.382812 Penalty: 2278.644531
	Iteration 14Q: 3 clusters Score -99349.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99350.578125 Penalty: 2278.644531
	Iteration 15Q: 3 clusters Score -99350.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99350.882812 Penalty: 2278.644531
	Iteration 16Q: 3 clusters Score -99350.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99350.835938 Penalty: 2278.644531
	Iteration 17Q: 3 clusters Score -99350.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99350.835938 Penalty: 2278.644531
	Iteration 18F: 3 clusters Score -99350.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -417502.375000 Penalty: 1365.944824
	Iteration 0F: 2 clusters Score -417502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -413859.812500 Penalty: 2731.889648
	Iteration 0F: 3 clusters Score -413859.8 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -414795.750000 Penalty: 2731.889648
	Iteration 1F: 3 clusters Score -414795.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -414941.125000 Penalty: 2731.889648
	Iteration 2F: 3 clusters Score -414941.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -415038.281250 Penalty: 2731.889648
	Iteration 3Q: 3 clusters Score -415038.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -415123.312500 Penalty: 2731.889648
	Iteration 4Q: 3 clusters Score -415123.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -415222.250000 Penalty: 2731.889648
	Iteration 5Q: 3 clusters Score -415222.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -415311.625000 Penalty: 2731.889648
	Iteration 6Q: 3 clusters Score -415311.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -415402.125000 Penalty: 2731.889648
	Iteration 7Q: 3 clusters Score -415402.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -415482.125000 Penalty: 2731.889648
	Iteration 8Q: 3 clusters Score -415482.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -415546.843750 Penalty: 2731.889648
	Iteration 9Q: 3 clusters Score -415546.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -415606.250000 Penalty: 2731.889648
	Iteration 10Q: 3 clusters Score -415606.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -415657.750000 Penalty: 2731.889648
	Iteration 11Q: 3 clusters Score -415657.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -415707.656250 Penalty: 2731.889648
	Iteration 12Q: 3 clusters Score -415707.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -415757.656250 Penalty: 2731.889648
	Iteration 13Q: 3 clusters Score -415757.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -415820.656250 Penalty: 2731.889648
	Iteration 14Q: 3 clusters Score -415820.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -415877.125000 Penalty: 2731.889648
	Iteration 15Q: 3 clusters Score -415877.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -415931.656250 Penalty: 2731.889648
	Iteration 16Q: 3 clusters Score -415931.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -415970.156250 Penalty: 2731.889648
	Iteration 17Q: 3 clusters Score -415970.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -416001.375000 Penalty: 2731.889648
	Iteration 18Q: 3 clusters Score -416001.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -416029.562500 Penalty: 2731.889648
	Iteration 19Q: 3 clusters Score -416029.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -416057.750000 Penalty: 2731.889648
	Iteration 20F: 3 clusters Score -416057.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -416075.437500 Penalty: 2731.889648
	Iteration 21Q: 3 clusters Score -416075.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -416097.156250 Penalty: 2731.889648
	Iteration 22Q: 3 clusters Score -416097.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -416112.093750 Penalty: 2731.889648
	Iteration 23Q: 3 clusters Score -416112.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -416122.812500 Penalty: 2731.889648
	Iteration 24Q: 3 clusters Score -416122.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -416133.312500 Penalty: 2731.889648
	Iteration 25Q: 3 clusters Score -416133.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -416142.281250 Penalty: 2731.889648
	Iteration 26Q: 3 clusters Score -416142.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -416157.125000 Penalty: 2731.889648
	Iteration 27Q: 3 clusters Score -416157.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -416168.968750 Penalty: 2731.889648
	Iteration 28Q: 3 clusters Score -416169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -416180.750000 Penalty: 2731.889648
	Iteration 29Q: 3 clusters Score -416180.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -416191.468750 Penalty: 2731.889648
	Iteration 30Q: 3 clusters Score -416191.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -416204.406250 Penalty: 2731.889648
	Iteration 31Q: 3 clusters Score -416204.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -416215.500000 Penalty: 2731.889648
	Iteration 32Q: 3 clusters Score -416215.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -416221.906250 Penalty: 2731.889648
	Iteration 33Q: 3 clusters Score -416221.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -416226.500000 Penalty: 2731.889648
	Iteration 34Q: 3 clusters Score -416226.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -416232.187500 Penalty: 2731.889648
	Iteration 35Q: 3 clusters Score -416232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -416234.031250 Penalty: 2731.889648
	Iteration 36Q: 3 clusters Score -416234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -416238.062500 Penalty: 2731.889648
	Iteration 37Q: 3 clusters Score -416238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -416241.906250 Penalty: 2731.889648
	Iteration 38Q: 3 clusters Score -416241.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -416249.187500 Penalty: 2731.889648
	Iteration 39Q: 3 clusters Score -416249.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -416256.906250 Penalty: 2731.889648
	Iteration 40F: 3 clusters Score -416256.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -416262.406250 Penalty: 2731.889648
	Iteration 41Q: 3 clusters Score -416262.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -416266.750000 Penalty: 2731.889648
	Iteration 42Q: 3 clusters Score -416266.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -416271.125000 Penalty: 2731.889648
	Iteration 43Q: 3 clusters Score -416271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -416274.062500 Penalty: 2731.889648
	Iteration 44Q: 3 clusters Score -416274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -416279.062500 Penalty: 2731.889648
	Iteration 45Q: 3 clusters Score -416279.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -416286.218750 Penalty: 2731.889648
	Iteration 46Q: 3 clusters Score -416286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -416291.156250 Penalty: 2731.889648
	Iteration 47Q: 3 clusters Score -416291.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -416295.312500 Penalty: 2731.889648
	Iteration 48Q: 3 clusters Score -416295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -416300.312500 Penalty: 2731.889648
	Iteration 49Q: 3 clusters Score -416300.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -416304.250000 Penalty: 2731.889648
	Iteration 50Q: 3 clusters Score -416304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -416306.562500 Penalty: 2731.889648
	Iteration 51Q: 3 clusters Score -416306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -416312.312500 Penalty: 2731.889648
	Iteration 52Q: 3 clusters Score -416312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -416313.968750 Penalty: 2731.889648
	Iteration 53Q: 3 clusters Score -416314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -416318.062500 Penalty: 2731.889648
	Iteration 54Q: 3 clusters Score -416318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -416321.562500 Penalty: 2731.889648
	Iteration 55Q: 3 clusters Score -416321.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -416323.812500 Penalty: 2731.889648
	Iteration 56Q: 3 clusters Score -416323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -416325.906250 Penalty: 2731.889648
	Iteration 57Q: 3 clusters Score -416325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -416327.218750 Penalty: 2731.889648
	Iteration 58Q: 3 clusters Score -416327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -416328.000000 Penalty: 2731.889648
	Iteration 59Q: 3 clusters Score -416328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -416329.843750 Penalty: 2731.889648
	Iteration 60F: 3 clusters Score -416329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -416330.750000 Penalty: 2731.889648
	Iteration 61Q: 3 clusters Score -416330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -416332.562500 Penalty: 2731.889648
	Iteration 62Q: 3 clusters Score -416332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -416334.000000 Penalty: 2731.889648
	Iteration 63Q: 3 clusters Score -416334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -416335.062500 Penalty: 2731.889648
	Iteration 64Q: 3 clusters Score -416335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -416337.125000 Penalty: 2731.889648
	Iteration 65Q: 3 clusters Score -416337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -416336.687500 Penalty: 2731.889648
	Iteration 66Q: 3 clusters Score -416336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -416336.687500 Penalty: 2731.889648
	Iteration 67F: 3 clusters Score -416336.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Entering Unmasked Estep 
Score: -1784298.375000 Penalty: 1598.794556
	Iteration 0F: 2 clusters Score -1784298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1771390.375000 Penalty: 3197.589111
	Iteration 0F: 3 clusters Score -1771390 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1775877.000000 Penalty: 3197.589111
	Iteration 1F: 3 clusters Score -1775877 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1776176.625000 Penalty: 3197.589111
	Iteration 2Q: 3 clusters Score -1776177 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1776417.000000 Penalty: 3197.589111
	Iteration 3Q: 3 clusters Score -1776417 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1776627.125000 Penalty: 3197.589111
	Iteration 4Q: 3 clusters Score -1776627 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1776814.250000 Penalty: 3197.589111
	Iteration 5Q: 3 clusters Score -1776814 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1777002.000000 Penalty: 3197.589111
	Iteration 6Q: 3 clusters Score -1777002 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1777220.250000 Penalty: 3197.589111
	Iteration 7Q: 3 clusters Score -1777220 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1777449.250000 Penalty: 3197.589111
	Iteration 8Q: 3 clusters Score -1777449 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1777773.250000 Penalty: 3197.589111
	Iteration 9Q: 3 clusters Score -1777773 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1778251.875000 Penalty: 3197.589111
	Iteration 10Q: 3 clusters Score -1778252 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1778904.750000 Penalty: 3197.589111
	Iteration 11F: 3 clusters Score -1778905 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1779781.250000 Penalty: 3197.589111
	Iteration 12F: 3 clusters Score -1779781 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1780774.750000 Penalty: 3197.589111
	Iteration 13F: 3 clusters Score -1780775 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1781638.500000 Penalty: 3197.589111
	Iteration 14F: 3 clusters Score -1781638 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1782214.500000 Penalty: 3197.589111
	Iteration 15Q: 3 clusters Score -1782214 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1782546.000000 Penalty: 3197.589111
	Iteration 16Q: 3 clusters Score -1782546 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1782698.625000 Penalty: 3197.589111
	Iteration 17Q: 3 clusters Score -1782699 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1782789.125000 Penalty: 3197.589111
	Iteration 18Q: 3 clusters Score -1782789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1782838.375000 Penalty: 3197.589111
	Iteration 19Q: 3 clusters Score -1782838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1782871.875000 Penalty: 3197.589111
	Iteration 20F: 3 clusters Score -1782872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1782895.375000 Penalty: 3197.589111
	Iteration 21Q: 3 clusters Score -1782895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1782914.000000 Penalty: 3197.589111
	Iteration 22Q: 3 clusters Score -1782914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1782929.750000 Penalty: 3197.589111
	Iteration 23Q: 3 clusters Score -1782930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1782936.375000 Penalty: 3197.589111
	Iteration 24Q: 3 clusters Score -1782936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1782946.125000 Penalty: 3197.589111
	Iteration 25Q: 3 clusters Score -1782946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1782954.375000 Penalty: 3197.589111
	Iteration 26Q: 3 clusters Score -1782954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1782960.000000 Penalty: 3197.589111
	Iteration 27Q: 3 clusters Score -1782960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1782964.750000 Penalty: 3197.589111
	Iteration 28Q: 3 clusters Score -1782965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1782964.750000 Penalty: 3197.589111
	Iteration 29F: 3 clusters Score -1782965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -731527.875000 Penalty: 1457.426514
	Iteration 0F: 2 clusters Score -731527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -725692.375000 Penalty: 2914.853027
	Iteration 0F: 3 clusters Score -725692.4 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -727476.500000 Penalty: 2914.853027
	Iteration 1F: 3 clusters Score -727476.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -727681.875000 Penalty: 2914.853027
	Iteration 2F: 3 clusters Score -727681.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -727820.125000 Penalty: 2914.853027
	Iteration 3Q: 3 clusters Score -727820.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -727930.875000 Penalty: 2914.853027
	Iteration 4Q: 3 clusters Score -727930.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -728030.375000 Penalty: 2914.853027
	Iteration 5Q: 3 clusters Score -728030.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -728129.437500 Penalty: 2914.853027
	Iteration 6Q: 3 clusters Score -728129.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -728214.125000 Penalty: 2914.853027
	Iteration 7Q: 3 clusters Score -728214.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -728297.687500 Penalty: 2914.853027
	Iteration 8Q: 3 clusters Score -728297.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -728378.250000 Penalty: 2914.853027
	Iteration 9Q: 3 clusters Score -728378.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -728461.250000 Penalty: 2914.853027
	Iteration 10Q: 3 clusters Score -728461.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -728565.312500 Penalty: 2914.853027
	Iteration 11Q: 3 clusters Score -728565.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -728682.562500 Penalty: 2914.853027
	Iteration 12Q: 3 clusters Score -728682.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -728826.437500 Penalty: 2914.853027
	Iteration 13Q: 3 clusters Score -728826.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -729000.562500 Penalty: 2914.853027
	Iteration 14Q: 3 clusters Score -729000.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -729194.500000 Penalty: 2914.853027
	Iteration 15Q: 3 clusters Score -729194.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -729376.062500 Penalty: 2914.853027
	Iteration 16Q: 3 clusters Score -729376.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -729570.625000 Penalty: 2914.853027
	Iteration 17Q: 3 clusters Score -729570.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -729708.562500 Penalty: 2914.853027
	Iteration 18Q: 3 clusters Score -729708.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -729802.937500 Penalty: 2914.853027
	Iteration 19Q: 3 clusters Score -729802.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -729872.500000 Penalty: 2914.853027
	Iteration 20F: 3 clusters Score -729872.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -729921.312500 Penalty: 2914.853027
	Iteration 21Q: 3 clusters Score -729921.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -729957.937500 Penalty: 2914.853027
	Iteration 22Q: 3 clusters Score -729957.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -729986.000000 Penalty: 2914.853027
	Iteration 23Q: 3 clusters Score -729986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -730010.812500 Penalty: 2914.853027
	Iteration 24Q: 3 clusters Score -730010.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -730023.437500 Penalty: 2914.853027
	Iteration 25Q: 3 clusters Score -730023.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -730039.500000 Penalty: 2914.853027
	Iteration 26Q: 3 clusters Score -730039.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -730050.000000 Penalty: 2914.853027
	Iteration 27Q: 3 clusters Score -730050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -730059.875000 Penalty: 2914.853027
	Iteration 28Q: 3 clusters Score -730059.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -730069.125000 Penalty: 2914.853027
	Iteration 29Q: 3 clusters Score -730069.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -730080.250000 Penalty: 2914.853027
	Iteration 30Q: 3 clusters Score -730080.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -730084.312500 Penalty: 2914.853027
	Iteration 31Q: 3 clusters Score -730084.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -730088.500000 Penalty: 2914.853027
	Iteration 32Q: 3 clusters Score -730088.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -730089.750000 Penalty: 2914.853027
	Iteration 33Q: 3 clusters Score -730089.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -730092.750000 Penalty: 2914.853027
	Iteration 34Q: 3 clusters Score -730092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -730095.687500 Penalty: 2914.853027
	Iteration 35Q: 3 clusters Score -730095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -730100.125000 Penalty: 2914.853027
	Iteration 36Q: 3 clusters Score -730100.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -730099.562500 Penalty: 2914.853027
	Iteration 37Q: 3 clusters Score -730099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -730100.750000 Penalty: 2914.853027
	Iteration 38Q: 3 clusters Score -730100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -730100.625000 Penalty: 2914.853027
	Iteration 39Q: 3 clusters Score -730100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -730100.625000 Penalty: 2914.853027
	Iteration 40F: 3 clusters Score -730100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (33023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Entering Unmasked Estep 
Score: -3240364.500000 Penalty: 1690.805908
	Iteration 0F: 2 clusters Score -3240364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3220650.250000 Penalty: 3381.611816
	Iteration 0F: 3 clusters Score -3220650 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3229348.500000 Penalty: 3381.611816
	Iteration 1F: 3 clusters Score -3229348 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3229933.750000 Penalty: 3381.611816
	Iteration 2Q: 3 clusters Score -3229934 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3230669.000000 Penalty: 3381.611816
	Iteration 3Q: 3 clusters Score -3230669 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3231705.750000 Penalty: 3381.611816
	Iteration 4F: 3 clusters Score -3231706 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3233056.250000 Penalty: 3381.611816
	Iteration 5F: 3 clusters Score -3233056 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3234597.750000 Penalty: 3381.611816
	Iteration 6F: 3 clusters Score -3234598 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3236439.000000 Penalty: 3381.611816
	Iteration 7F: 3 clusters Score -3236439 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3238312.500000 Penalty: 3381.611816
	Iteration 8F: 3 clusters Score -3238312 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3239418.000000 Penalty: 3381.611816
	Iteration 9Q: 3 clusters Score -3239418 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3239710.500000 Penalty: 3381.611816
	Iteration 10Q: 3 clusters Score -3239710 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3239768.750000 Penalty: 3381.611816
	Iteration 11Q: 3 clusters Score -3239769 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3239792.750000 Penalty: 3381.611816
	Iteration 12Q: 3 clusters Score -3239793 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3239752.500000 Penalty: 3381.611816
	Iteration 13Q: 3 clusters Score -3239752 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3239667.500000 Penalty: 3381.611816
	Iteration 14Q: 3 clusters Score -3239668 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3239616.500000 Penalty: 3381.611816
	Iteration 15Q: 3 clusters Score -3239616 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3239485.500000 Penalty: 3381.611816
	Iteration 16Q: 3 clusters Score -3239486 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3239370.750000 Penalty: 3381.611816
	Iteration 17Q: 3 clusters Score -3239371 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3239263.500000 Penalty: 3381.611816
	Iteration 18Q: 3 clusters Score -3239264 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3239207.500000 Penalty: 3381.611816
	Iteration 19Q: 3 clusters Score -3239208 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3239306.500000 Penalty: 3381.611816
	Iteration 20F: 3 clusters Score -3239306 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3239224.500000 Penalty: 3381.611816
	Iteration 21Q: 3 clusters Score -3239224 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3239165.750000 Penalty: 3381.611816
	Iteration 22Q: 3 clusters Score -3239166 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3239153.000000 Penalty: 3381.611816
	Iteration 23Q: 3 clusters Score -3239153 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3239113.000000 Penalty: 3381.611816
	Iteration 24Q: 3 clusters Score -3239113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3239102.250000 Penalty: 3381.611816
	Iteration 25Q: 3 clusters Score -3239102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3239100.000000 Penalty: 3381.611816
	Iteration 26Q: 3 clusters Score -3239100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3239103.750000 Penalty: 3381.611816
	Iteration 27Q: 3 clusters Score -3239104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3239103.000000 Penalty: 3381.611816
	Iteration 28Q: 3 clusters Score -3239103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3239096.750000 Penalty: 3381.611816
	Iteration 29Q: 3 clusters Score -3239097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3239100.250000 Penalty: 3381.611816
	Iteration 30Q: 3 clusters Score -3239100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3239097.250000 Penalty: 3381.611816
	Iteration 31Q: 3 clusters Score -3239097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3239094.000000 Penalty: 3381.611816
	Iteration 32Q: 3 clusters Score -3239094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3239097.750000 Penalty: 3381.611816
	Iteration 33Q: 3 clusters Score -3239098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3239097.500000 Penalty: 3381.611816
	Iteration 34Q: 3 clusters Score -3239098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3239104.000000 Penalty: 3381.611816
	Iteration 35Q: 3 clusters Score -3239104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3239104.500000 Penalty: 3381.611816
	Iteration 36Q: 3 clusters Score -3239104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3239104.000000 Penalty: 3381.611816
	Iteration 37Q: 3 clusters Score -3239104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3239103.500000 Penalty: 3381.611816
	Iteration 38Q: 3 clusters Score -3239104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3239103.500000 Penalty: 3381.611816
	Iteration 39Q: 3 clusters Score -3239104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3239103.500000 Penalty: 3381.611816
	Iteration 40F: 3 clusters Score -3239104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Entering Unmasked Estep 
Score: -2214967.750000 Penalty: 1637.160156
	Iteration 0F: 2 clusters Score -2214968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2198924.750000 Penalty: 3274.320312
	Iteration 0F: 3 clusters Score -2198925 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2204769.250000 Penalty: 3274.320312
	Iteration 1F: 3 clusters Score -2204769 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2205142.000000 Penalty: 3274.320312
	Iteration 2Q: 3 clusters Score -2205142 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2205479.000000 Penalty: 3274.320312
	Iteration 3Q: 3 clusters Score -2205479 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2205802.500000 Penalty: 3274.320312
	Iteration 4Q: 3 clusters Score -2205802 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2206186.500000 Penalty: 3274.320312
	Iteration 5Q: 3 clusters Score -2206186 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2206628.000000 Penalty: 3274.320312
	Iteration 6Q: 3 clusters Score -2206628 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2207163.500000 Penalty: 3274.320312
	Iteration 7Q: 3 clusters Score -2207164 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2207880.000000 Penalty: 3274.320312
	Iteration 8F: 3 clusters Score -2207880 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2208767.500000 Penalty: 3274.320312
	Iteration 9F: 3 clusters Score -2208768 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2209764.250000 Penalty: 3274.320312
	Iteration 10F: 3 clusters Score -2209764 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2210708.750000 Penalty: 3274.320312
	Iteration 11Q: 3 clusters Score -2210709 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2211488.000000 Penalty: 3274.320312
	Iteration 12Q: 3 clusters Score -2211488 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2212063.000000 Penalty: 3274.320312
	Iteration 13Q: 3 clusters Score -2212063 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2212470.250000 Penalty: 3274.320312
	Iteration 14Q: 3 clusters Score -2212470 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2212724.750000 Penalty: 3274.320312
	Iteration 15Q: 3 clusters Score -2212725 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2212890.750000 Penalty: 3274.320312
	Iteration 16Q: 3 clusters Score -2212891 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2213013.750000 Penalty: 3274.320312
	Iteration 17Q: 3 clusters Score -2213014 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2213131.000000 Penalty: 3274.320312
	Iteration 18Q: 3 clusters Score -2213131 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2213203.500000 Penalty: 3274.320312
	Iteration 19Q: 3 clusters Score -2213204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2213261.000000 Penalty: 3274.320312
	Iteration 20F: 3 clusters Score -2213261 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2213308.500000 Penalty: 3274.320312
	Iteration 21Q: 3 clusters Score -2213308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2213334.000000 Penalty: 3274.320312
	Iteration 22Q: 3 clusters Score -2213334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2213374.250000 Penalty: 3274.320312
	Iteration 23Q: 3 clusters Score -2213374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2213413.000000 Penalty: 3274.320312
	Iteration 24Q: 3 clusters Score -2213413 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2213456.250000 Penalty: 3274.320312
	Iteration 25Q: 3 clusters Score -2213456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2213485.750000 Penalty: 3274.320312
	Iteration 26Q: 3 clusters Score -2213486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2213497.250000 Penalty: 3274.320312
	Iteration 27Q: 3 clusters Score -2213497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2213515.500000 Penalty: 3274.320312
	Iteration 28Q: 3 clusters Score -2213516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2213535.500000 Penalty: 3274.320312
	Iteration 29Q: 3 clusters Score -2213536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2213536.750000 Penalty: 3274.320312
	Iteration 30Q: 3 clusters Score -2213537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2213550.500000 Penalty: 3274.320312
	Iteration 31Q: 3 clusters Score -2213550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2213567.500000 Penalty: 3274.320312
	Iteration 32Q: 3 clusters Score -2213568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2213567.250000 Penalty: 3274.320312
	Iteration 33Q: 3 clusters Score -2213567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2213573.500000 Penalty: 3274.320312
	Iteration 34Q: 3 clusters Score -2213574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2213586.250000 Penalty: 3274.320312
	Iteration 35Q: 3 clusters Score -2213586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2213595.500000 Penalty: 3274.320312
	Iteration 36Q: 3 clusters Score -2213596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2213597.250000 Penalty: 3274.320312
	Iteration 37Q: 3 clusters Score -2213597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2213604.250000 Penalty: 3274.320312
	Iteration 38Q: 3 clusters Score -2213604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2213612.500000 Penalty: 3274.320312
	Iteration 39Q: 3 clusters Score -2213612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2213621.750000 Penalty: 3274.320312
	Iteration 40F: 3 clusters Score -2213622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2213631.750000 Penalty: 3274.320312
	Iteration 41Q: 3 clusters Score -2213632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2213648.500000 Penalty: 3274.320312
	Iteration 42Q: 3 clusters Score -2213648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2213656.000000 Penalty: 3274.320312
	Iteration 43Q: 3 clusters Score -2213656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2213669.250000 Penalty: 3274.320312
	Iteration 44Q: 3 clusters Score -2213669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2213679.000000 Penalty: 3274.320312
	Iteration 45Q: 3 clusters Score -2213679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2213687.750000 Penalty: 3274.320312
	Iteration 46Q: 3 clusters Score -2213688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2213694.750000 Penalty: 3274.320312
	Iteration 47Q: 3 clusters Score -2213695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2213705.500000 Penalty: 3274.320312
	Iteration 48Q: 3 clusters Score -2213706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2213719.750000 Penalty: 3274.320312
	Iteration 49Q: 3 clusters Score -2213720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2213730.750000 Penalty: 3274.320312
	Iteration 50Q: 3 clusters Score -2213731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2213744.250000 Penalty: 3274.320312
	Iteration 51Q: 3 clusters Score -2213744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2213757.000000 Penalty: 3274.320312
	Iteration 52Q: 3 clusters Score -2213757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2213774.000000 Penalty: 3274.320312
	Iteration 53Q: 3 clusters Score -2213774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2213795.250000 Penalty: 3274.320312
	Iteration 54Q: 3 clusters Score -2213795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2213817.750000 Penalty: 3274.320312
	Iteration 55Q: 3 clusters Score -2213818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2213827.250000 Penalty: 3274.320312
	Iteration 56Q: 3 clusters Score -2213827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2213844.000000 Penalty: 3274.320312
	Iteration 57Q: 3 clusters Score -2213844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2213854.750000 Penalty: 3274.320312
	Iteration 58Q: 3 clusters Score -2213855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2213866.250000 Penalty: 3274.320312
	Iteration 59Q: 3 clusters Score -2213866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2213877.250000 Penalty: 3274.320312
	Iteration 60F: 3 clusters Score -2213877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2213884.000000 Penalty: 3274.320312
	Iteration 61Q: 3 clusters Score -2213884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2213898.500000 Penalty: 3274.320312
	Iteration 62Q: 3 clusters Score -2213898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2213906.250000 Penalty: 3274.320312
	Iteration 63Q: 3 clusters Score -2213906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2213912.500000 Penalty: 3274.320312
	Iteration 64Q: 3 clusters Score -2213912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2213924.000000 Penalty: 3274.320312
	Iteration 65Q: 3 clusters Score -2213924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2213927.500000 Penalty: 3274.320312
	Iteration 66Q: 3 clusters Score -2213928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2213941.500000 Penalty: 3274.320312
	Iteration 67Q: 3 clusters Score -2213942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2213950.000000 Penalty: 3274.320312
	Iteration 68Q: 3 clusters Score -2213950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2213955.000000 Penalty: 3274.320312
	Iteration 69Q: 3 clusters Score -2213955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2213964.750000 Penalty: 3274.320312
	Iteration 70Q: 3 clusters Score -2213965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2213970.000000 Penalty: 3274.320312
	Iteration 71Q: 3 clusters Score -2213970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2213967.000000 Penalty: 3274.320312
	Iteration 72Q: 3 clusters Score -2213967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2213974.000000 Penalty: 3274.320312
	Iteration 73Q: 3 clusters Score -2213974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2213973.000000 Penalty: 3274.320312
	Iteration 74Q: 3 clusters Score -2213973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2213977.000000 Penalty: 3274.320312
	Iteration 75Q: 3 clusters Score -2213977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2213979.000000 Penalty: 3274.320312
	Iteration 76Q: 3 clusters Score -2213979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2213978.000000 Penalty: 3274.320312
	Iteration 77Q: 3 clusters Score -2213978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2213981.250000 Penalty: 3274.320312
	Iteration 78Q: 3 clusters Score -2213981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2213979.000000 Penalty: 3274.320312
	Iteration 79Q: 3 clusters Score -2213979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2213984.750000 Penalty: 3274.320312
	Iteration 80F: 3 clusters Score -2213985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2213991.750000 Penalty: 3274.320312
	Iteration 81Q: 3 clusters Score -2213992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2213987.250000 Penalty: 3274.320312
	Iteration 82Q: 3 clusters Score -2213987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2213990.250000 Penalty: 3274.320312
	Iteration 83Q: 3 clusters Score -2213990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2213992.000000 Penalty: 3274.320312
	Iteration 84Q: 3 clusters Score -2213992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2213990.750000 Penalty: 3274.320312
	Iteration 85Q: 3 clusters Score -2213991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2213992.750000 Penalty: 3274.320312
	Iteration 86Q: 3 clusters Score -2213993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2213994.750000 Penalty: 3274.320312
	Iteration 87Q: 3 clusters Score -2213995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2213996.250000 Penalty: 3274.320312
	Iteration 88Q: 3 clusters Score -2213996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2213995.000000 Penalty: 3274.320312
	Iteration 89Q: 3 clusters Score -2213995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2213998.000000 Penalty: 3274.320312
	Iteration 90Q: 3 clusters Score -2213998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2213998.000000 Penalty: 3274.320312
	Iteration 91Q: 3 clusters Score -2213998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2213996.750000 Penalty: 3274.320312
	Iteration 92Q: 3 clusters Score -2213997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2213996.250000 Penalty: 3274.320312
	Iteration 93Q: 3 clusters Score -2213996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2213996.250000 Penalty: 3274.320312
	Iteration 94F: 3 clusters Score -2213996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -69634.234375 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -69634.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68346.429688 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -68346.43 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68569.039062 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -68569.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68643.429688 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -68643.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68677.437500 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -68677.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68687.796875 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -68687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68690.359375 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -68690.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68692.476562 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -68692.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68692.476562 Penalty: 2165.102783
	Iteration 7F: 3 clusters Score -68692.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -57783.296875 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -57783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56618.382812 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -56618.38 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56827.488281 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -56827.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56902.066406 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -56902.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56967.496094 Penalty: 2098.450195
	Iteration 3F: 3 clusters Score -56967.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56997.675781 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -56997.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57011.605469 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -57011.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57018.925781 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -57018.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57027.167969 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -57027.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57039.511719 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -57039.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57054.890625 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -57054.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57078.714844 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -57078.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57093.281250 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -57093.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57109.660156 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -57109.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57124.886719 Penalty: 2098.450195
	Iteration 13Q: 3 clusters Score -57124.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57136.617188 Penalty: 2098.450195
	Iteration 14Q: 3 clusters Score -57136.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57150.105469 Penalty: 2098.450195
	Iteration 15Q: 3 clusters Score -57150.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57159.800781 Penalty: 2098.450195
	Iteration 16Q: 3 clusters Score -57159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57171.816406 Penalty: 2098.450195
	Iteration 17Q: 3 clusters Score -57171.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57181.242188 Penalty: 2098.450195
	Iteration 18Q: 3 clusters Score -57181.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57192.617188 Penalty: 2098.450195
	Iteration 19Q: 3 clusters Score -57192.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57199.660156 Penalty: 2098.450195
	Iteration 20F: 3 clusters Score -57199.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57208.281250 Penalty: 2098.450195
	Iteration 21Q: 3 clusters Score -57208.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57222.449219 Penalty: 2098.450195
	Iteration 22Q: 3 clusters Score -57222.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57237.441406 Penalty: 2098.450195
	Iteration 23Q: 3 clusters Score -57237.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57247.125000 Penalty: 2098.450195
	Iteration 24Q: 3 clusters Score -57247.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57250.402344 Penalty: 2098.450195
	Iteration 25Q: 3 clusters Score -57250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57256.261719 Penalty: 2098.450195
	Iteration 26Q: 3 clusters Score -57256.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57259.859375 Penalty: 2098.450195
	Iteration 27Q: 3 clusters Score -57259.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57260.738281 Penalty: 2098.450195
	Iteration 28Q: 3 clusters Score -57260.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57260.738281 Penalty: 2098.450195
	Iteration 29F: 3 clusters Score -57260.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -484731.968750 Penalty: 1387.866089
	Iteration 0F: 2 clusters Score -484732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -480676.343750 Penalty: 2775.732178
	Iteration 0F: 3 clusters Score -480676.3 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -481782.437500 Penalty: 2775.732178
	Iteration 1F: 3 clusters Score -481782.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -481920.250000 Penalty: 2775.732178
	Iteration 2F: 3 clusters Score -481920.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -482030.343750 Penalty: 2775.732178
	Iteration 3Q: 3 clusters Score -482030.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -482117.312500 Penalty: 2775.732178
	Iteration 4Q: 3 clusters Score -482117.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -482177.593750 Penalty: 2775.732178
	Iteration 5Q: 3 clusters Score -482177.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -482237.125000 Penalty: 2775.732178
	Iteration 6Q: 3 clusters Score -482237.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -482286.437500 Penalty: 2775.732178
	Iteration 7Q: 3 clusters Score -482286.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -482322.031250 Penalty: 2775.732178
	Iteration 8Q: 3 clusters Score -482322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -482369.156250 Penalty: 2775.732178
	Iteration 9Q: 3 clusters Score -482369.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -482435.312500 Penalty: 2775.732178
	Iteration 10Q: 3 clusters Score -482435.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -482503.281250 Penalty: 2775.732178
	Iteration 11Q: 3 clusters Score -482503.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -482573.593750 Penalty: 2775.732178
	Iteration 12Q: 3 clusters Score -482573.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -482637.343750 Penalty: 2775.732178
	Iteration 13Q: 3 clusters Score -482637.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -482710.062500 Penalty: 2775.732178
	Iteration 14Q: 3 clusters Score -482710.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -482790.312500 Penalty: 2775.732178
	Iteration 15Q: 3 clusters Score -482790.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -482888.343750 Penalty: 2775.732178
	Iteration 16Q: 3 clusters Score -482888.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -482989.062500 Penalty: 2775.732178
	Iteration 17Q: 3 clusters Score -482989.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -483084.781250 Penalty: 2775.732178
	Iteration 18Q: 3 clusters Score -483084.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -483150.625000 Penalty: 2775.732178
	Iteration 19Q: 3 clusters Score -483150.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -483213.593750 Penalty: 2775.732178
	Iteration 20F: 3 clusters Score -483213.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -483284.437500 Penalty: 2775.732178
	Iteration 21Q: 3 clusters Score -483284.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -483338.156250 Penalty: 2775.732178
	Iteration 22Q: 3 clusters Score -483338.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -483375.250000 Penalty: 2775.732178
	Iteration 23Q: 3 clusters Score -483375.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -483418.625000 Penalty: 2775.732178
	Iteration 24Q: 3 clusters Score -483418.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -483450.531250 Penalty: 2775.732178
	Iteration 25Q: 3 clusters Score -483450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -483469.406250 Penalty: 2775.732178
	Iteration 26Q: 3 clusters Score -483469.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -483484.781250 Penalty: 2775.732178
	Iteration 27Q: 3 clusters Score -483484.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -483492.187500 Penalty: 2775.732178
	Iteration 28Q: 3 clusters Score -483492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -483502.437500 Penalty: 2775.732178
	Iteration 29Q: 3 clusters Score -483502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -483511.375000 Penalty: 2775.732178
	Iteration 30Q: 3 clusters Score -483511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -483517.093750 Penalty: 2775.732178
	Iteration 31Q: 3 clusters Score -483517.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -483525.625000 Penalty: 2775.732178
	Iteration 32Q: 3 clusters Score -483525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -483534.156250 Penalty: 2775.732178
	Iteration 33Q: 3 clusters Score -483534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -483537.281250 Penalty: 2775.732178
	Iteration 34Q: 3 clusters Score -483537.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -483543.312500 Penalty: 2775.732178
	Iteration 35Q: 3 clusters Score -483543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -483549.156250 Penalty: 2775.732178
	Iteration 36Q: 3 clusters Score -483549.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -483555.093750 Penalty: 2775.732178
	Iteration 37Q: 3 clusters Score -483555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -483559.187500 Penalty: 2775.732178
	Iteration 38Q: 3 clusters Score -483559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -483566.468750 Penalty: 2775.732178
	Iteration 39Q: 3 clusters Score -483566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -483569.343750 Penalty: 2775.732178
	Iteration 40F: 3 clusters Score -483569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -483573.656250 Penalty: 2775.732178
	Iteration 41Q: 3 clusters Score -483573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -483576.812500 Penalty: 2775.732178
	Iteration 42Q: 3 clusters Score -483576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -483576.812500 Penalty: 2775.732178
	Iteration 43F: 3 clusters Score -483576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 37277 members 
Mstep: Class 4 contains 40856 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9247 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 21 contains 30859 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20610 members 
Mstep: Class 30 contains 21619 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18746 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 33023 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782732.000000 Penalty: 100859.070312
Iteration 359Q: 48 clusters Score -4.978273e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 37294 members 
Mstep: Class 4 contains 40853 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45108 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17293 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 31029 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20611 members 
Mstep: Class 30 contains 21580 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18733 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 32888 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782612.000000 Penalty: 100859.070312
Iteration 360F: 48 clusters Score -4.978261e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 37281 members 
Mstep: Class 4 contains 40855 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45105 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17291 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9257 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 31295 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20611 members 
Mstep: Class 30 contains 21563 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 32682 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782408.000000 Penalty: 100859.070312
Iteration 361Q: 48 clusters Score -4.978241e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 37294 members 
Mstep: Class 4 contains 40866 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45068 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17291 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9264 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 31575 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20611 members 
Mstep: Class 30 contains 21538 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18680 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 32447 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782360.000000 Penalty: 100859.070312
Iteration 362Q: 48 clusters Score -4.978236e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3620 members 
Mstep: Class 3 contains 37290 members 
Mstep: Class 4 contains 40878 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45041 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 31875 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20612 members 
Mstep: Class 30 contains 21512 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18680 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 32181 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782144.000000 Penalty: 100859.070312
Iteration 363Q: 48 clusters Score -4.978214e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3626 members 
Mstep: Class 3 contains 37274 members 
Mstep: Class 4 contains 40881 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45019 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37638 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9278 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40938 members 
Mstep: Class 21 contains 32151 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 21496 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18673 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 31941 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782048.000000 Penalty: 100859.070312
Iteration 364Q: 48 clusters Score -4.978205e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 37260 members 
Mstep: Class 4 contains 40880 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 44992 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37639 members 
Mstep: Class 11 contains 17290 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40936 members 
Mstep: Class 21 contains 32416 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 21492 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 18676 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 31710 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781912.000000 Penalty: 100859.070312
Iteration 365Q: 48 clusters Score -4.978191e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 3626 members 
Mstep: Class 3 contains 37233 members 
Mstep: Class 4 contains 40874 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 44973 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37640 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13306 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40934 members 
Mstep: Class 21 contains 32704 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 21491 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18671 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 31466 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781816.000000 Penalty: 100859.070312
Iteration 366Q: 48 clusters Score -4.978182e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 37215 members 
Mstep: Class 4 contains 40876 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 44949 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37642 members 
Mstep: Class 11 contains 17288 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19741 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40937 members 
Mstep: Class 21 contains 32998 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 21484 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18684 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 31195 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781728.000000 Penalty: 100859.070312
Iteration 367Q: 48 clusters Score -4.978173e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 3623 members 
Mstep: Class 3 contains 37202 members 
Mstep: Class 4 contains 40879 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44930 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37642 members 
Mstep: Class 11 contains 17290 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19741 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9309 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 33287 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20612 members 
Mstep: Class 30 contains 21476 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 30924 members 
Mstep: Class 44 contains 23742 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781648.000000 Penalty: 100859.070312
Iteration 368Q: 48 clusters Score -4.978165e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3620 members 
Mstep: Class 3 contains 37183 members 
Mstep: Class 4 contains 40878 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44916 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37645 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19741 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13310 members 
Mstep: Class 16 contains 9317 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40938 members 
Mstep: Class 21 contains 33594 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 21468 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18697 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 30645 members 
Mstep: Class 44 contains 23742 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781556.000000 Penalty: 100859.070312
Iteration 369Q: 48 clusters Score -4.978156e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3621 members 
Mstep: Class 3 contains 37194 members 
Mstep: Class 4 contains 40879 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44904 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37647 members 
Mstep: Class 11 contains 17287 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19740 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13309 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 21 contains 33908 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1225 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20615 members 
Mstep: Class 30 contains 21464 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 30319 members 
Mstep: Class 44 contains 23743 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781516.000000 Penalty: 100859.070312
Iteration 370Q: 48 clusters Score -4.978152e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3620 members 
Mstep: Class 3 contains 37192 members 
Mstep: Class 4 contains 40879 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44903 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17285 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19739 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13310 members 
Mstep: Class 16 contains 9336 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40937 members 
Mstep: Class 21 contains 34217 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 21459 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18705 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 30002 members 
Mstep: Class 44 contains 23745 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781716.000000 Penalty: 100859.070312
Iteration 371Q: 48 clusters Score -4.978172e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 3617 members 
Mstep: Class 3 contains 37176 members 
Mstep: Class 4 contains 40881 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44893 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17285 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19738 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 21 contains 34684 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 21420 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18716 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 29568 members 
Mstep: Class 44 contains 23745 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782340.000000 Penalty: 100859.070312
Iteration 372Q: 48 clusters Score -4.978234e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 37129 members 
Mstep: Class 4 contains 40882 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44876 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17286 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19737 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 35536 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 21361 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18717 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 28824 members 
Mstep: Class 44 contains 23745 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783488.000000 Penalty: 100859.070312
Iteration 373Q: 48 clusters Score -4.978349e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 37056 members 
Mstep: Class 4 contains 40895 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44877 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19737 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 9377 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40937 members 
Mstep: Class 21 contains 37040 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20612 members 
Mstep: Class 30 contains 21237 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18704 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 27493 members 
Mstep: Class 44 contains 23745 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785352.000000 Penalty: 100859.070312
Iteration 374Q: 48 clusters Score -4.978535e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 37003 members 
Mstep: Class 4 contains 40902 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44914 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 9377 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40937 members 
Mstep: Class 21 contains 39715 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20612 members 
Mstep: Class 30 contains 21056 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18662 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 25049 members 
Mstep: Class 44 contains 23748 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785328.000000 Penalty: 100859.070312
Iteration 375Q: 48 clusters Score -4.978533e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 37053 members 
Mstep: Class 4 contains 40906 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45072 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17303 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13313 members 
Mstep: Class 16 contains 9363 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40930 members 
Mstep: Class 21 contains 43666 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 21010 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18672 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 20938 members 
Mstep: Class 44 contains 23751 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779804.000000 Penalty: 100859.070312
Iteration 376Q: 48 clusters Score -4.97798e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 37496 members 
Mstep: Class 4 contains 40897 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45487 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17322 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 9339 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40924 members 
Mstep: Class 21 contains 46500 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 21377 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1546 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18816 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 16752 members 
Mstep: Class 44 contains 23750 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774472.000000 Penalty: 100859.070312
Iteration 377Q: 48 clusters Score -4.977447e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 38235 members 
Mstep: Class 4 contains 40909 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45893 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37646 members 
Mstep: Class 11 contains 17341 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40916 members 
Mstep: Class 21 contains 46100 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 22070 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 15096 members 
Mstep: Class 44 contains 23749 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774400.000000 Penalty: 100859.070312
Iteration 378Q: 48 clusters Score -4.97744e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 38622 members 
Mstep: Class 4 contains 40918 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 46102 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37647 members 
Mstep: Class 11 contains 17343 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9303 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40915 members 
Mstep: Class 21 contains 45571 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20615 members 
Mstep: Class 30 contains 22691 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19190 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 14207 members 
Mstep: Class 44 contains 23748 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774636.000000 Penalty: 100859.070312
Iteration 379Q: 48 clusters Score -4.977464e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 3 contains 38839 members 
Mstep: Class 4 contains 40939 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 46176 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37645 members 
Mstep: Class 11 contains 17338 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13304 members 
Mstep: Class 16 contains 9293 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40915 members 
Mstep: Class 21 contains 45065 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20618 members 
Mstep: Class 30 contains 23204 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19330 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 13733 members 
Mstep: Class 44 contains 23749 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776208.000000 Penalty: 100859.070312
Iteration 380F: 48 clusters Score -4.977621e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 3714 members 
Mstep: Class 3 contains 38636 members 
Mstep: Class 4 contains 40947 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 46148 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37640 members 
Mstep: Class 11 contains 17338 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9276 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40913 members 
Mstep: Class 21 contains 45558 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20615 members 
Mstep: Class 30 contains 23637 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19427 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 12959 members 
Mstep: Class 44 contains 23745 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775180.000000 Penalty: 100859.070312
Iteration 381Q: 48 clusters Score -4.977518e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 3728 members 
Mstep: Class 3 contains 38662 members 
Mstep: Class 4 contains 40928 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 46097 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17340 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9255 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40908 members 
Mstep: Class 21 contains 45410 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 23998 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19520 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 12703 members 
Mstep: Class 44 contains 23741 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775180.000000 Penalty: 100859.070312
Iteration 382Q: 48 clusters Score -4.977518e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 38656 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 46006 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17337 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 9245 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40906 members 
Mstep: Class 21 contains 45071 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 24303 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19640 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 12699 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775448.000000 Penalty: 100859.070312
Iteration 383Q: 48 clusters Score -4.977545e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 40909 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 45909 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 9240 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40908 members 
Mstep: Class 21 contains 44715 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 24543 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1676 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19745 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 12840 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775728.000000 Penalty: 100859.070312
Iteration 384Q: 48 clusters Score -4.977573e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 38585 members 
Mstep: Class 4 contains 40901 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 45811 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37638 members 
Mstep: Class 11 contains 17329 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 9237 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 24725 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19865 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 13094 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776352.000000 Penalty: 100859.070312
Iteration 385Q: 48 clusters Score -4.977635e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 38530 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 45726 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 17327 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 9232 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 43861 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 24860 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19968 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 13464 members 
Mstep: Class 44 contains 23741 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776720.000000 Penalty: 100859.070312
Iteration 386Q: 48 clusters Score -4.977672e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 38488 members 
Mstep: Class 4 contains 40876 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45663 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17325 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 9228 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 43353 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 24944 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20077 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 13899 members 
Mstep: Class 44 contains 23740 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777068.000000 Penalty: 100859.070312
Iteration 387Q: 48 clusters Score -4.977707e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 3735 members 
Mstep: Class 3 contains 38417 members 
Mstep: Class 4 contains 40867 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45594 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17320 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 42859 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20615 members 
Mstep: Class 30 contains 25020 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20176 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777484.000000 Penalty: 100859.070312
Iteration 388Q: 48 clusters Score -4.977748e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 3730 members 
Mstep: Class 3 contains 38322 members 
Mstep: Class 4 contains 40864 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45541 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17318 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 9233 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 42343 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20616 members 
Mstep: Class 30 contains 25051 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20246 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 14949 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777808.000000 Penalty: 100859.070312
Iteration 389Q: 48 clusters Score -4.977781e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 3729 members 
Mstep: Class 3 contains 38251 members 
Mstep: Class 4 contains 40863 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45478 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37635 members 
Mstep: Class 11 contains 17317 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13282 members 
Mstep: Class 16 contains 9232 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 41773 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20616 members 
Mstep: Class 30 contains 25064 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1680 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20297 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 15587 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778500.000000 Penalty: 100859.070312
Iteration 390Q: 48 clusters Score -4.97785e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 38193 members 
Mstep: Class 4 contains 40859 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45419 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17314 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13283 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 41185 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20616 members 
Mstep: Class 30 contains 25063 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20316 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 16292 members 
Mstep: Class 44 contains 23740 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779252.000000 Penalty: 100859.070312
Iteration 391Q: 48 clusters Score -4.977925e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 3717 members 
Mstep: Class 3 contains 38139 members 
Mstep: Class 4 contains 40859 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45371 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17312 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19734 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13283 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 40581 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20616 members 
Mstep: Class 30 contains 25021 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20300 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 17066 members 
Mstep: Class 44 contains 23740 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779816.000000 Penalty: 100859.070312
Iteration 392Q: 48 clusters Score -4.977982e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 3716 members 
Mstep: Class 3 contains 38074 members 
Mstep: Class 4 contains 40850 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45320 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17310 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19733 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 9222 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40913 members 
Mstep: Class 21 contains 39918 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20616 members 
Mstep: Class 30 contains 25004 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20279 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 17901 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780540.000000 Penalty: 100859.070312
Iteration 393Q: 48 clusters Score -4.978054e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 3707 members 
Mstep: Class 3 contains 37994 members 
Mstep: Class 4 contains 40840 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2529 members 
Mstep: Class 7 contains 45271 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17309 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19733 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13288 members 
Mstep: Class 16 contains 9223 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40913 members 
Mstep: Class 21 contains 39338 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20617 members 
Mstep: Class 30 contains 24942 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20239 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 18731 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781076.000000 Penalty: 100859.070312
Iteration 394Q: 48 clusters Score -4.978108e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 37938 members 
Mstep: Class 4 contains 40836 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2529 members 
Mstep: Class 7 contains 45217 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17307 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19733 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9222 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 38807 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20618 members 
Mstep: Class 30 contains 24844 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20193 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 19525 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781688.000000 Penalty: 100859.070312
Iteration 395Q: 48 clusters Score -4.978169e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 3703 members 
Mstep: Class 3 contains 37920 members 
Mstep: Class 4 contains 40834 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2529 members 
Mstep: Class 7 contains 45194 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17303 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19733 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40913 members 
Mstep: Class 21 contains 38294 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20618 members 
Mstep: Class 30 contains 24741 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20131 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 20263 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781964.000000 Penalty: 100859.070312
Iteration 396Q: 48 clusters Score -4.978196e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 3 contains 37906 members 
Mstep: Class 4 contains 40835 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2529 members 
Mstep: Class 7 contains 45166 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17301 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19732 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13288 members 
Mstep: Class 16 contains 9216 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 37842 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20619 members 
Mstep: Class 30 contains 24608 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20084 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 20952 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782432.000000 Penalty: 100859.070312
Iteration 397Q: 48 clusters Score -4.978243e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 37899 members 
Mstep: Class 4 contains 40839 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2529 members 
Mstep: Class 7 contains 45131 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17297 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19732 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 9206 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 37476 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20620 members 
Mstep: Class 30 contains 24481 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 20034 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 21548 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782792.000000 Penalty: 100859.070312
Iteration 398Q: 48 clusters Score -4.978279e+07 nChanged 953
Entering ConstructFrom: 
Score: -49782792.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (37082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Entering Unmasked Estep 
Score: -3648038.250000 Penalty: 1709.644165
	Iteration 0F: 2 clusters Score -3648038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3625438.250000 Penalty: 3419.288330
	Iteration 0F: 3 clusters Score -3625438 nChanged 17325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3635126.250000 Penalty: 3419.288330
	Iteration 1F: 3 clusters Score -3635126 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3635615.250000 Penalty: 3419.288330
	Iteration 2Q: 3 clusters Score -3635615 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3636277.250000 Penalty: 3419.288330
	Iteration 3Q: 3 clusters Score -3636277 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3637343.500000 Penalty: 3419.288330
	Iteration 4F: 3 clusters Score -3637344 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3638912.000000 Penalty: 3419.288330
	Iteration 5F: 3 clusters Score -3638912 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3641239.750000 Penalty: 3419.288330
	Iteration 6F: 3 clusters Score -3641240 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3643974.750000 Penalty: 3419.288330
	Iteration 7F: 3 clusters Score -3643975 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3645970.000000 Penalty: 3419.288330
	Iteration 8F: 3 clusters Score -3645970 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3646474.500000 Penalty: 3419.288330
	Iteration 9Q: 3 clusters Score -3646474 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3646518.750000 Penalty: 3419.288330
	Iteration 10Q: 3 clusters Score -3646519 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3646600.750000 Penalty: 3419.288330
	Iteration 11Q: 3 clusters Score -3646601 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3646638.000000 Penalty: 3419.288330
	Iteration 12Q: 3 clusters Score -3646638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3646664.250000 Penalty: 3419.288330
	Iteration 13Q: 3 clusters Score -3646664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3646677.250000 Penalty: 3419.288330
	Iteration 14Q: 3 clusters Score -3646677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3646686.000000 Penalty: 3419.288330
	Iteration 15Q: 3 clusters Score -3646686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3646694.250000 Penalty: 3419.288330
	Iteration 16Q: 3 clusters Score -3646694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3646702.250000 Penalty: 3419.288330
	Iteration 17Q: 3 clusters Score -3646702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3646700.750000 Penalty: 3419.288330
	Iteration 18Q: 3 clusters Score -3646701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3646704.000000 Penalty: 3419.288330
	Iteration 19Q: 3 clusters Score -3646704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3646705.000000 Penalty: 3419.288330
	Iteration 20F: 3 clusters Score -3646705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3646709.000000 Penalty: 3419.288330
	Iteration 21Q: 3 clusters Score -3646709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3646713.250000 Penalty: 3419.288330
	Iteration 22Q: 3 clusters Score -3646713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3646715.500000 Penalty: 3419.288330
	Iteration 23Q: 3 clusters Score -3646716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3646715.750000 Penalty: 3419.288330
	Iteration 24Q: 3 clusters Score -3646716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3646721.000000 Penalty: 3419.288330
	Iteration 25Q: 3 clusters Score -3646721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3646718.750000 Penalty: 3419.288330
	Iteration 26Q: 3 clusters Score -3646719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3646718.750000 Penalty: 3419.288330
	Iteration 27F: 3 clusters Score -3646719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -346369.937500 Penalty: 1335.070312
	Iteration 0F: 2 clusters Score -346369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -343195.906250 Penalty: 2670.140625
	Iteration 0F: 3 clusters Score -343195.9 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -344071.375000 Penalty: 2670.140625
	Iteration 1F: 3 clusters Score -344071.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -344256.062500 Penalty: 2670.140625
	Iteration 2F: 3 clusters Score -344256.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -344368.875000 Penalty: 2670.140625
	Iteration 3F: 3 clusters Score -344368.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -344466.781250 Penalty: 2670.140625
	Iteration 4Q: 3 clusters Score -344466.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -344546.906250 Penalty: 2670.140625
	Iteration 5Q: 3 clusters Score -344546.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -344613.875000 Penalty: 2670.140625
	Iteration 6Q: 3 clusters Score -344613.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -344667.531250 Penalty: 2670.140625
	Iteration 7Q: 3 clusters Score -344667.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -344713.312500 Penalty: 2670.140625
	Iteration 8Q: 3 clusters Score -344713.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -344769.468750 Penalty: 2670.140625
	Iteration 9Q: 3 clusters Score -344769.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -344834.156250 Penalty: 2670.140625
	Iteration 10Q: 3 clusters Score -344834.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -344883.468750 Penalty: 2670.140625
	Iteration 11Q: 3 clusters Score -344883.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -344922.250000 Penalty: 2670.140625
	Iteration 12Q: 3 clusters Score -344922.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -344956.343750 Penalty: 2670.140625
	Iteration 13Q: 3 clusters Score -344956.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -344983.062500 Penalty: 2670.140625
	Iteration 14Q: 3 clusters Score -344983.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -345015.500000 Penalty: 2670.140625
	Iteration 15Q: 3 clusters Score -345015.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -345048.468750 Penalty: 2670.140625
	Iteration 16Q: 3 clusters Score -345048.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -345081.906250 Penalty: 2670.140625
	Iteration 17Q: 3 clusters Score -345081.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -345107.250000 Penalty: 2670.140625
	Iteration 18Q: 3 clusters Score -345107.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -345128.937500 Penalty: 2670.140625
	Iteration 19Q: 3 clusters Score -345128.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -345149.156250 Penalty: 2670.140625
	Iteration 20F: 3 clusters Score -345149.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -345160.562500 Penalty: 2670.140625
	Iteration 21Q: 3 clusters Score -345160.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -345171.937500 Penalty: 2670.140625
	Iteration 22Q: 3 clusters Score -345171.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -345183.031250 Penalty: 2670.140625
	Iteration 23Q: 3 clusters Score -345183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -345195.093750 Penalty: 2670.140625
	Iteration 24Q: 3 clusters Score -345195.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -345205.343750 Penalty: 2670.140625
	Iteration 25Q: 3 clusters Score -345205.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -345210.187500 Penalty: 2670.140625
	Iteration 26Q: 3 clusters Score -345210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -345216.562500 Penalty: 2670.140625
	Iteration 27Q: 3 clusters Score -345216.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -345220.781250 Penalty: 2670.140625
	Iteration 28Q: 3 clusters Score -345220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -345222.218750 Penalty: 2670.140625
	Iteration 29Q: 3 clusters Score -345222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -345223.687500 Penalty: 2670.140625
	Iteration 30Q: 3 clusters Score -345223.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -345225.843750 Penalty: 2670.140625
	Iteration 31Q: 3 clusters Score -345225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -345227.218750 Penalty: 2670.140625
	Iteration 32Q: 3 clusters Score -345227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -345228.125000 Penalty: 2670.140625
	Iteration 33Q: 3 clusters Score -345228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -345230.375000 Penalty: 2670.140625
	Iteration 34Q: 3 clusters Score -345230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -345230.812500 Penalty: 2670.140625
	Iteration 35Q: 3 clusters Score -345230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -345231.093750 Penalty: 2670.140625
	Iteration 36Q: 3 clusters Score -345231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -345232.062500 Penalty: 2670.140625
	Iteration 37Q: 3 clusters Score -345232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -345232.156250 Penalty: 2670.140625
	Iteration 38Q: 3 clusters Score -345232.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -345234.031250 Penalty: 2670.140625
	Iteration 39Q: 3 clusters Score -345234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -345236.125000 Penalty: 2670.140625
	Iteration 40F: 3 clusters Score -345236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -345237.093750 Penalty: 2670.140625
	Iteration 41Q: 3 clusters Score -345237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -345239.187500 Penalty: 2670.140625
	Iteration 42Q: 3 clusters Score -345239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -345240.312500 Penalty: 2670.140625
	Iteration 43Q: 3 clusters Score -345240.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -345243.437500 Penalty: 2670.140625
	Iteration 44Q: 3 clusters Score -345243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -345245.156250 Penalty: 2670.140625
	Iteration 45Q: 3 clusters Score -345245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -345246.593750 Penalty: 2670.140625
	Iteration 46Q: 3 clusters Score -345246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -345246.500000 Penalty: 2670.140625
	Iteration 47Q: 3 clusters Score -345246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -345246.812500 Penalty: 2670.140625
	Iteration 48Q: 3 clusters Score -345246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -345246.906250 Penalty: 2670.140625
	Iteration 49Q: 3 clusters Score -345246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -345247.000000 Penalty: 2670.140625
	Iteration 50Q: 3 clusters Score -345247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -345247.000000 Penalty: 2670.140625
	Iteration 51F: 3 clusters Score -345247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Entering Unmasked Estep 
Score: -3544355.750000 Penalty: 1712.979492
	Iteration 0F: 2 clusters Score -3544356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3520074.000000 Penalty: 3425.958984
	Iteration 0F: 3 clusters Score -3520074 nChanged 17429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3529911.750000 Penalty: 3425.958984
	Iteration 1F: 3 clusters Score -3529912 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3530545.500000 Penalty: 3425.958984
	Iteration 2Q: 3 clusters Score -3530546 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3531245.250000 Penalty: 3425.958984
	Iteration 3Q: 3 clusters Score -3531245 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3532342.000000 Penalty: 3425.958984
	Iteration 4F: 3 clusters Score -3532342 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3533888.000000 Penalty: 3425.958984
	Iteration 5F: 3 clusters Score -3533888 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3535864.250000 Penalty: 3425.958984
	Iteration 6F: 3 clusters Score -3535864 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3538127.000000 Penalty: 3425.958984
	Iteration 7F: 3 clusters Score -3538127 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3540297.250000 Penalty: 3425.958984
	Iteration 8F: 3 clusters Score -3540297 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3541396.750000 Penalty: 3425.958984
	Iteration 9Q: 3 clusters Score -3541397 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3541979.000000 Penalty: 3425.958984
	Iteration 10Q: 3 clusters Score -3541979 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3542278.750000 Penalty: 3425.958984
	Iteration 11Q: 3 clusters Score -3542279 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3542459.750000 Penalty: 3425.958984
	Iteration 12Q: 3 clusters Score -3542460 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3542600.250000 Penalty: 3425.958984
	Iteration 13Q: 3 clusters Score -3542600 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3542705.000000 Penalty: 3425.958984
	Iteration 14Q: 3 clusters Score -3542705 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3542761.250000 Penalty: 3425.958984
	Iteration 15Q: 3 clusters Score -3542761 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3542837.250000 Penalty: 3425.958984
	Iteration 16Q: 3 clusters Score -3542837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3542879.250000 Penalty: 3425.958984
	Iteration 17Q: 3 clusters Score -3542879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3542902.000000 Penalty: 3425.958984
	Iteration 18Q: 3 clusters Score -3542902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3542913.250000 Penalty: 3425.958984
	Iteration 19Q: 3 clusters Score -3542913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3542927.000000 Penalty: 3425.958984
	Iteration 20F: 3 clusters Score -3542927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3542943.500000 Penalty: 3425.958984
	Iteration 21Q: 3 clusters Score -3542944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3542947.750000 Penalty: 3425.958984
	Iteration 22Q: 3 clusters Score -3542948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3542954.000000 Penalty: 3425.958984
	Iteration 23Q: 3 clusters Score -3542954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3542956.500000 Penalty: 3425.958984
	Iteration 24Q: 3 clusters Score -3542956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3542955.000000 Penalty: 3425.958984
	Iteration 25Q: 3 clusters Score -3542955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3542956.750000 Penalty: 3425.958984
	Iteration 26Q: 3 clusters Score -3542957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3542955.500000 Penalty: 3425.958984
	Iteration 27Q: 3 clusters Score -3542956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3542961.750000 Penalty: 3425.958984
	Iteration 28Q: 3 clusters Score -3542962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3542961.750000 Penalty: 3425.958984
	Iteration 29F: 3 clusters Score -3542962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Entering Unmasked Estep 
Score: -3874418.000000 Penalty: 1725.326294
	Iteration 0F: 2 clusters Score -3874418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3849850.500000 Penalty: 3450.652588
	Iteration 0F: 3 clusters Score -3849850 nChanged 19092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3860625.500000 Penalty: 3450.652588
	Iteration 1F: 3 clusters Score -3860626 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3861128.000000 Penalty: 3450.652588
	Iteration 2Q: 3 clusters Score -3861128 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3861662.250000 Penalty: 3450.652588
	Iteration 3Q: 3 clusters Score -3861662 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3862236.500000 Penalty: 3450.652588
	Iteration 4Q: 3 clusters Score -3862236 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3862873.250000 Penalty: 3450.652588
	Iteration 5Q: 3 clusters Score -3862873 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3863537.500000 Penalty: 3450.652588
	Iteration 6Q: 3 clusters Score -3863538 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3864205.000000 Penalty: 3450.652588
	Iteration 7Q: 3 clusters Score -3864205 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3864847.750000 Penalty: 3450.652588
	Iteration 8Q: 3 clusters Score -3864848 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3865477.250000 Penalty: 3450.652588
	Iteration 9Q: 3 clusters Score -3865477 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3866058.750000 Penalty: 3450.652588
	Iteration 10Q: 3 clusters Score -3866059 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3866585.750000 Penalty: 3450.652588
	Iteration 11Q: 3 clusters Score -3866586 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3867139.750000 Penalty: 3450.652588
	Iteration 12Q: 3 clusters Score -3867140 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3867773.250000 Penalty: 3450.652588
	Iteration 13Q: 3 clusters Score -3867773 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3868517.000000 Penalty: 3450.652588
	Iteration 14Q: 3 clusters Score -3868517 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3869442.000000 Penalty: 3450.652588
	Iteration 15Q: 3 clusters Score -3869442 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3870443.250000 Penalty: 3450.652588
	Iteration 16Q: 3 clusters Score -3870443 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3871506.000000 Penalty: 3450.652588
	Iteration 17Q: 3 clusters Score -3871506 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3872227.000000 Penalty: 3450.652588
	Iteration 18Q: 3 clusters Score -3872227 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3872609.750000 Penalty: 3450.652588
	Iteration 19Q: 3 clusters Score -3872610 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3872785.500000 Penalty: 3450.652588
	Iteration 20F: 3 clusters Score -3872786 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3872900.000000 Penalty: 3450.652588
	Iteration 21Q: 3 clusters Score -3872900 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3872962.500000 Penalty: 3450.652588
	Iteration 22Q: 3 clusters Score -3872962 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3872972.000000 Penalty: 3450.652588
	Iteration 23Q: 3 clusters Score -3872972 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3872975.500000 Penalty: 3450.652588
	Iteration 24Q: 3 clusters Score -3872976 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3873026.750000 Penalty: 3450.652588
	Iteration 25Q: 3 clusters Score -3873027 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3873046.000000 Penalty: 3450.652588
	Iteration 26Q: 3 clusters Score -3873046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3873085.000000 Penalty: 3450.652588
	Iteration 27Q: 3 clusters Score -3873085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3873090.000000 Penalty: 3450.652588
	Iteration 28Q: 3 clusters Score -3873090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3873101.750000 Penalty: 3450.652588
	Iteration 29Q: 3 clusters Score -3873102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3873114.750000 Penalty: 3450.652588
	Iteration 30Q: 3 clusters Score -3873115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3873129.500000 Penalty: 3450.652588
	Iteration 31Q: 3 clusters Score -3873130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3873140.250000 Penalty: 3450.652588
	Iteration 32Q: 3 clusters Score -3873140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3873140.500000 Penalty: 3450.652588
	Iteration 33Q: 3 clusters Score -3873140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3873143.750000 Penalty: 3450.652588
	Iteration 34Q: 3 clusters Score -3873144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3873139.750000 Penalty: 3450.652588
	Iteration 35Q: 3 clusters Score -3873140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3873141.750000 Penalty: 3450.652588
	Iteration 36Q: 3 clusters Score -3873142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3873144.250000 Penalty: 3450.652588
	Iteration 37Q: 3 clusters Score -3873144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3873153.250000 Penalty: 3450.652588
	Iteration 38Q: 3 clusters Score -3873153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3873157.250000 Penalty: 3450.652588
	Iteration 39Q: 3 clusters Score -3873157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3873164.500000 Penalty: 3450.652588
	Iteration 40F: 3 clusters Score -3873164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3873167.500000 Penalty: 3450.652588
	Iteration 41Q: 3 clusters Score -3873168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3873164.250000 Penalty: 3450.652588
	Iteration 42Q: 3 clusters Score -3873164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3873164.250000 Penalty: 3450.652588
	Iteration 43Q: 3 clusters Score -3873164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3873165.000000 Penalty: 3450.652588
	Iteration 44Q: 3 clusters Score -3873165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3873165.000000 Penalty: 3450.652588
	Iteration 45F: 3 clusters Score -3873165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -172412.765625 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -172412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -170414.468750 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -170414.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -170998.281250 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -170998.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -171211.921875 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -171211.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -171330.593750 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -171330.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -171419.140625 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -171419.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -171487.968750 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -171488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -171540.984375 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -171541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171591.453125 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -171591.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -171647.593750 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -171647.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -171719.968750 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -171720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -171778.468750 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -171778.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -171833.250000 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -171833.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -171876.359375 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -171876.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -171929.062500 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -171929.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -171976.234375 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -171976.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -172016.687500 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -172016.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -172062.656250 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -172062.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -172107.156250 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -172107.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -172133.140625 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -172133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -172161.656250 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -172161.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -172196.921875 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -172196.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -172259.812500 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -172259.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -172347.531250 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -172347.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -172387.265625 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -172387.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -172402.984375 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -172403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -172406.906250 Penalty: 2456.856689
	Iteration 25Q: 3 clusters Score -172406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -172406.906250 Penalty: 2456.856689
	Iteration 26F: 3 clusters Score -172406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -208029.171875 Penalty: 1273.217285
	Iteration 0F: 2 clusters Score -208029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -205613.328125 Penalty: 2546.434570
	Iteration 0F: 3 clusters Score -205613.3 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -206319.187500 Penalty: 2546.434570
	Iteration 1F: 3 clusters Score -206319.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -206495.500000 Penalty: 2546.434570
	Iteration 2F: 3 clusters Score -206495.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -206641.140625 Penalty: 2546.434570
	Iteration 3F: 3 clusters Score -206641.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -206740.468750 Penalty: 2546.434570
	Iteration 4F: 3 clusters Score -206740.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -206814.265625 Penalty: 2546.434570
	Iteration 5Q: 3 clusters Score -206814.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -206891.406250 Penalty: 2546.434570
	Iteration 6Q: 3 clusters Score -206891.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -206966.046875 Penalty: 2546.434570
	Iteration 7Q: 3 clusters Score -206966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -207047.640625 Penalty: 2546.434570
	Iteration 8Q: 3 clusters Score -207047.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -207126.828125 Penalty: 2546.434570
	Iteration 9Q: 3 clusters Score -207126.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -207213.109375 Penalty: 2546.434570
	Iteration 10Q: 3 clusters Score -207213.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -207266.625000 Penalty: 2546.434570
	Iteration 11Q: 3 clusters Score -207266.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -207300.609375 Penalty: 2546.434570
	Iteration 12Q: 3 clusters Score -207300.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -207320.671875 Penalty: 2546.434570
	Iteration 13Q: 3 clusters Score -207320.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -207343.093750 Penalty: 2546.434570
	Iteration 14Q: 3 clusters Score -207343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -207362.578125 Penalty: 2546.434570
	Iteration 15Q: 3 clusters Score -207362.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -207387.078125 Penalty: 2546.434570
	Iteration 16Q: 3 clusters Score -207387.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -207408.187500 Penalty: 2546.434570
	Iteration 17Q: 3 clusters Score -207408.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -207430.031250 Penalty: 2546.434570
	Iteration 18Q: 3 clusters Score -207430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -207451.375000 Penalty: 2546.434570
	Iteration 19Q: 3 clusters Score -207451.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -207478.687500 Penalty: 2546.434570
	Iteration 20F: 3 clusters Score -207478.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -207495.437500 Penalty: 2546.434570
	Iteration 21Q: 3 clusters Score -207495.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -207509.546875 Penalty: 2546.434570
	Iteration 22Q: 3 clusters Score -207509.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -207520.140625 Penalty: 2546.434570
	Iteration 23Q: 3 clusters Score -207520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -207525.296875 Penalty: 2546.434570
	Iteration 24Q: 3 clusters Score -207525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -207528.046875 Penalty: 2546.434570
	Iteration 25Q: 3 clusters Score -207528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -207531.703125 Penalty: 2546.434570
	Iteration 26Q: 3 clusters Score -207531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -207532.703125 Penalty: 2546.434570
	Iteration 27Q: 3 clusters Score -207532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207532.812500 Penalty: 2546.434570
	Iteration 28Q: 3 clusters Score -207532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207534.218750 Penalty: 2546.434570
	Iteration 29Q: 3 clusters Score -207534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -207534.781250 Penalty: 2546.434570
	Iteration 30Q: 3 clusters Score -207534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -207535.390625 Penalty: 2546.434570
	Iteration 31Q: 3 clusters Score -207535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -207535.953125 Penalty: 2546.434570
	Iteration 32Q: 3 clusters Score -207536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -207535.953125 Penalty: 2546.434570
	Iteration 33F: 3 clusters Score -207536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Entering Unmasked Estep 
Score: -4434159.000000 Penalty: 1741.493286
	Iteration 0F: 2 clusters Score -4434159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4414024.500000 Penalty: 3482.986572
	Iteration 0F: 3 clusters Score -4414024 nChanged 21225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4426469.000000 Penalty: 3482.986572
	Iteration 1F: 3 clusters Score -4426469 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4427074.500000 Penalty: 3482.986572
	Iteration 2Q: 3 clusters Score -4427074 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4427624.000000 Penalty: 3482.986572
	Iteration 3Q: 3 clusters Score -4427624 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -4428307.000000 Penalty: 3482.986572
	Iteration 4Q: 3 clusters Score -4428307 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4429041.500000 Penalty: 3482.986572
	Iteration 5Q: 3 clusters Score -4429042 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4430133.000000 Penalty: 3482.986572
	Iteration 6Q: 3 clusters Score -4430133 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4431648.500000 Penalty: 3482.986572
	Iteration 7Q: 3 clusters Score -4431648 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4433283.000000 Penalty: 3482.986572
	Iteration 8F: 3 clusters Score -4433283 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4434390.500000 Penalty: 3482.986572
	Iteration 9Q: 3 clusters Score -4434390 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4434796.500000 Penalty: 3482.986572
	Iteration 10Q: 3 clusters Score -4434796 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -4434965.000000 Penalty: 3482.986572
	Iteration 11Q: 3 clusters Score -4434965 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -4435084.500000 Penalty: 3482.986572
	Iteration 12Q: 3 clusters Score -4435084 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -4435171.000000 Penalty: 3482.986572
	Iteration 13Q: 3 clusters Score -4435171 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4435279.500000 Penalty: 3482.986572
	Iteration 14Q: 3 clusters Score -4435280 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4435379.500000 Penalty: 3482.986572
	Iteration 15Q: 3 clusters Score -4435380 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4435487.000000 Penalty: 3482.986572
	Iteration 16Q: 3 clusters Score -4435487 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4435610.000000 Penalty: 3482.986572
	Iteration 17Q: 3 clusters Score -4435610 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4435756.000000 Penalty: 3482.986572
	Iteration 18Q: 3 clusters Score -4435756 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -4435931.500000 Penalty: 3482.986572
	Iteration 19Q: 3 clusters Score -4435932 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4436140.000000 Penalty: 3482.986572
	Iteration 20F: 3 clusters Score -4436140 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4436334.000000 Penalty: 3482.986572
	Iteration 21Q: 3 clusters Score -4436334 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -4436561.500000 Penalty: 3482.986572
	Iteration 22Q: 3 clusters Score -4436562 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4436772.000000 Penalty: 3482.986572
	Iteration 23Q: 3 clusters Score -4436772 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -4437005.500000 Penalty: 3482.986572
	Iteration 24Q: 3 clusters Score -4437006 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4437055.000000 Penalty: 3482.986572
	Iteration 25Q: 3 clusters Score -4437055 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4436683.500000 Penalty: 3482.986572
	Iteration 26Q: 3 clusters Score -4436684 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -4435928.000000 Penalty: 3482.986572
	Iteration 27Q: 3 clusters Score -4435928 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4435024.000000 Penalty: 3482.986572
	Iteration 28Q: 3 clusters Score -4435024 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4434250.000000 Penalty: 3482.986572
	Iteration 29Q: 3 clusters Score -4434250 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4433763.500000 Penalty: 3482.986572
	Iteration 30Q: 3 clusters Score -4433764 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4433394.000000 Penalty: 3482.986572
	Iteration 31Q: 3 clusters Score -4433394 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4433222.000000 Penalty: 3482.986572
	Iteration 32Q: 3 clusters Score -4433222 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4433043.000000 Penalty: 3482.986572
	Iteration 33Q: 3 clusters Score -4433043 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4432998.500000 Penalty: 3482.986572
	Iteration 34Q: 3 clusters Score -4432998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4432987.500000 Penalty: 3482.986572
	Iteration 35Q: 3 clusters Score -4432988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4432944.000000 Penalty: 3482.986572
	Iteration 36Q: 3 clusters Score -4432944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4432926.000000 Penalty: 3482.986572
	Iteration 37Q: 3 clusters Score -4432926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4432929.500000 Penalty: 3482.986572
	Iteration 38Q: 3 clusters Score -4432930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4432916.500000 Penalty: 3482.986572
	Iteration 39Q: 3 clusters Score -4432916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4432880.000000 Penalty: 3482.986572
	Iteration 40F: 3 clusters Score -4432880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4432876.000000 Penalty: 3482.986572
	Iteration 41Q: 3 clusters Score -4432876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4432879.000000 Penalty: 3482.986572
	Iteration 42Q: 3 clusters Score -4432879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4432884.500000 Penalty: 3482.986572
	Iteration 43Q: 3 clusters Score -4432884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4432870.000000 Penalty: 3482.986572
	Iteration 44Q: 3 clusters Score -4432870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4432871.000000 Penalty: 3482.986572
	Iteration 45Q: 3 clusters Score -4432871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4432873.500000 Penalty: 3482.986572
	Iteration 46Q: 3 clusters Score -4432874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4432885.500000 Penalty: 3482.986572
	Iteration 47Q: 3 clusters Score -4432886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4432874.000000 Penalty: 3482.986572
	Iteration 48Q: 3 clusters Score -4432874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4432870.500000 Penalty: 3482.986572
	Iteration 49Q: 3 clusters Score -4432870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4432886.000000 Penalty: 3482.986572
	Iteration 50Q: 3 clusters Score -4432886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4432881.000000 Penalty: 3482.986572
	Iteration 51Q: 3 clusters Score -4432881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4432886.500000 Penalty: 3482.986572
	Iteration 52Q: 3 clusters Score -4432886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4432891.000000 Penalty: 3482.986572
	Iteration 53Q: 3 clusters Score -4432891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4432893.500000 Penalty: 3482.986572
	Iteration 54Q: 3 clusters Score -4432894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4432897.500000 Penalty: 3482.986572
	Iteration 55Q: 3 clusters Score -4432898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4432888.500000 Penalty: 3482.986572
	Iteration 56Q: 3 clusters Score -4432888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4432888.000000 Penalty: 3482.986572
	Iteration 57Q: 3 clusters Score -4432888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4432888.000000 Penalty: 3482.986572
	Iteration 58Q: 3 clusters Score -4432888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4432883.000000 Penalty: 3482.986572
	Iteration 59Q: 3 clusters Score -4432883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4432880.000000 Penalty: 3482.986572
	Iteration 60F: 3 clusters Score -4432880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4432881.000000 Penalty: 3482.986572
	Iteration 61Q: 3 clusters Score -4432881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4432885.000000 Penalty: 3482.986572
	Iteration 62Q: 3 clusters Score -4432885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4432885.000000 Penalty: 3482.986572
	Iteration 63F: 3 clusters Score -4432885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -450129.562500 Penalty: 1384.918945
	Iteration 0F: 2 clusters Score -450129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -446108.375000 Penalty: 2769.837891
	Iteration 0F: 3 clusters Score -446108.4 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -447268.937500 Penalty: 2769.837891
	Iteration 1F: 3 clusters Score -447268.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -447464.781250 Penalty: 2769.837891
	Iteration 2F: 3 clusters Score -447464.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -447609.437500 Penalty: 2769.837891
	Iteration 3F: 3 clusters Score -447609.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -447793.656250 Penalty: 2769.837891
	Iteration 4F: 3 clusters Score -447793.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -447992.625000 Penalty: 2769.837891
	Iteration 5F: 3 clusters Score -447992.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -448177.375000 Penalty: 2769.837891
	Iteration 6F: 3 clusters Score -448177.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -448349.500000 Penalty: 2769.837891
	Iteration 7Q: 3 clusters Score -448349.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -448507.375000 Penalty: 2769.837891
	Iteration 8Q: 3 clusters Score -448507.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -448622.500000 Penalty: 2769.837891
	Iteration 9Q: 3 clusters Score -448622.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -448707.000000 Penalty: 2769.837891
	Iteration 10Q: 3 clusters Score -448707 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -448786.187500 Penalty: 2769.837891
	Iteration 11Q: 3 clusters Score -448786.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -448847.000000 Penalty: 2769.837891
	Iteration 12Q: 3 clusters Score -448847 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -448891.062500 Penalty: 2769.837891
	Iteration 13Q: 3 clusters Score -448891.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -448923.375000 Penalty: 2769.837891
	Iteration 14Q: 3 clusters Score -448923.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -448943.062500 Penalty: 2769.837891
	Iteration 15Q: 3 clusters Score -448943.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -448963.468750 Penalty: 2769.837891
	Iteration 16Q: 3 clusters Score -448963.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -448982.562500 Penalty: 2769.837891
	Iteration 17Q: 3 clusters Score -448982.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -449001.406250 Penalty: 2769.837891
	Iteration 18Q: 3 clusters Score -449001.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -449011.687500 Penalty: 2769.837891
	Iteration 19Q: 3 clusters Score -449011.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -449021.156250 Penalty: 2769.837891
	Iteration 20F: 3 clusters Score -449021.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -449025.968750 Penalty: 2769.837891
	Iteration 21Q: 3 clusters Score -449026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -449030.187500 Penalty: 2769.837891
	Iteration 22Q: 3 clusters Score -449030.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -449031.875000 Penalty: 2769.837891
	Iteration 23Q: 3 clusters Score -449031.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -449035.062500 Penalty: 2769.837891
	Iteration 24Q: 3 clusters Score -449035.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -449037.843750 Penalty: 2769.837891
	Iteration 25Q: 3 clusters Score -449037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -449040.937500 Penalty: 2769.837891
	Iteration 26Q: 3 clusters Score -449040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -449043.187500 Penalty: 2769.837891
	Iteration 27Q: 3 clusters Score -449043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -449045.187500 Penalty: 2769.837891
	Iteration 28Q: 3 clusters Score -449045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -449047.031250 Penalty: 2769.837891
	Iteration 29Q: 3 clusters Score -449047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -449047.125000 Penalty: 2769.837891
	Iteration 30Q: 3 clusters Score -449047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -449047.437500 Penalty: 2769.837891
	Iteration 31Q: 3 clusters Score -449047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -449047.437500 Penalty: 2769.837891
	Iteration 32F: 3 clusters Score -449047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -122079.171875 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -122079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -120414.335938 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -120414.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -120732.406250 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -120732.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -120849.773438 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -120849.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -120896.742188 Penalty: 2338.192139
	Iteration 3Q: 3 clusters Score -120896.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -120918.492188 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -120918.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -120935.335938 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -120935.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -120945.304688 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -120945.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -120950.648438 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -120950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -120954.515625 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -120954.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -120959.773438 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -120959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -120965.320312 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -120965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120970.742188 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -120970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120978.156250 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -120978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -120983.656250 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -120983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -120989.609375 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -120989.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -120997.882812 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -120997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121000.531250 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -121000.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121001.578125 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -121001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121001.578125 Penalty: 2338.192139
	Iteration 18F: 3 clusters Score -121001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Entering Unmasked Estep 
Score: -3602937.250000 Penalty: 1712.041016
	Iteration 0F: 2 clusters Score -3602937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3577998.750000 Penalty: 3424.082031
	Iteration 0F: 3 clusters Score -3577999 nChanged 17437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3587930.750000 Penalty: 3424.082031
	Iteration 1F: 3 clusters Score -3587931 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3588605.000000 Penalty: 3424.082031
	Iteration 2Q: 3 clusters Score -3588605 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3589342.000000 Penalty: 3424.082031
	Iteration 3Q: 3 clusters Score -3589342 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3590132.000000 Penalty: 3424.082031
	Iteration 4Q: 3 clusters Score -3590132 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3590997.750000 Penalty: 3424.082031
	Iteration 5F: 3 clusters Score -3590998 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3592030.500000 Penalty: 3424.082031
	Iteration 6F: 3 clusters Score -3592030 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3593208.500000 Penalty: 3424.082031
	Iteration 7F: 3 clusters Score -3593208 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3594297.500000 Penalty: 3424.082031
	Iteration 8F: 3 clusters Score -3594298 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3595222.500000 Penalty: 3424.082031
	Iteration 9Q: 3 clusters Score -3595222 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3595775.500000 Penalty: 3424.082031
	Iteration 10Q: 3 clusters Score -3595776 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3596001.000000 Penalty: 3424.082031
	Iteration 11Q: 3 clusters Score -3596001 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3596120.500000 Penalty: 3424.082031
	Iteration 12Q: 3 clusters Score -3596120 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3596186.000000 Penalty: 3424.082031
	Iteration 13Q: 3 clusters Score -3596186 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3596215.000000 Penalty: 3424.082031
	Iteration 14Q: 3 clusters Score -3596215 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3596261.250000 Penalty: 3424.082031
	Iteration 15Q: 3 clusters Score -3596261 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3596308.750000 Penalty: 3424.082031
	Iteration 16Q: 3 clusters Score -3596309 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3596357.500000 Penalty: 3424.082031
	Iteration 17Q: 3 clusters Score -3596358 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3596393.000000 Penalty: 3424.082031
	Iteration 18Q: 3 clusters Score -3596393 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3596436.250000 Penalty: 3424.082031
	Iteration 19Q: 3 clusters Score -3596436 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3596478.500000 Penalty: 3424.082031
	Iteration 20F: 3 clusters Score -3596478 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3596538.000000 Penalty: 3424.082031
	Iteration 21Q: 3 clusters Score -3596538 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3596581.500000 Penalty: 3424.082031
	Iteration 22Q: 3 clusters Score -3596582 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -3596593.000000 Penalty: 3424.082031
	Iteration 23Q: 3 clusters Score -3596593 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3596637.250000 Penalty: 3424.082031
	Iteration 24Q: 3 clusters Score -3596637 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3596693.250000 Penalty: 3424.082031
	Iteration 25Q: 3 clusters Score -3596693 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3596728.000000 Penalty: 3424.082031
	Iteration 26Q: 3 clusters Score -3596728 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3596776.250000 Penalty: 3424.082031
	Iteration 27Q: 3 clusters Score -3596776 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3596819.250000 Penalty: 3424.082031
	Iteration 28Q: 3 clusters Score -3596819 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3596837.000000 Penalty: 3424.082031
	Iteration 29Q: 3 clusters Score -3596837 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3596874.750000 Penalty: 3424.082031
	Iteration 30Q: 3 clusters Score -3596875 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3596902.500000 Penalty: 3424.082031
	Iteration 31Q: 3 clusters Score -3596902 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3596938.250000 Penalty: 3424.082031
	Iteration 32Q: 3 clusters Score -3596938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3596953.250000 Penalty: 3424.082031
	Iteration 33Q: 3 clusters Score -3596953 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3596976.750000 Penalty: 3424.082031
	Iteration 34Q: 3 clusters Score -3596977 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3596994.750000 Penalty: 3424.082031
	Iteration 35Q: 3 clusters Score -3596995 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3597018.750000 Penalty: 3424.082031
	Iteration 36Q: 3 clusters Score -3597019 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3597044.250000 Penalty: 3424.082031
	Iteration 37Q: 3 clusters Score -3597044 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3597068.500000 Penalty: 3424.082031
	Iteration 38Q: 3 clusters Score -3597068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3597079.500000 Penalty: 3424.082031
	Iteration 39Q: 3 clusters Score -3597080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3597078.250000 Penalty: 3424.082031
	Iteration 40F: 3 clusters Score -3597078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3597100.750000 Penalty: 3424.082031
	Iteration 41Q: 3 clusters Score -3597101 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3597111.250000 Penalty: 3424.082031
	Iteration 42Q: 3 clusters Score -3597111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3597127.500000 Penalty: 3424.082031
	Iteration 43Q: 3 clusters Score -3597128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3597130.500000 Penalty: 3424.082031
	Iteration 44Q: 3 clusters Score -3597130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3597149.500000 Penalty: 3424.082031
	Iteration 45Q: 3 clusters Score -3597150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -3597178.250000 Penalty: 3424.082031
	Iteration 46Q: 3 clusters Score -3597178 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3597209.500000 Penalty: 3424.082031
	Iteration 47Q: 3 clusters Score -3597210 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3597244.750000 Penalty: 3424.082031
	Iteration 48Q: 3 clusters Score -3597245 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3597283.750000 Penalty: 3424.082031
	Iteration 49Q: 3 clusters Score -3597284 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3597326.750000 Penalty: 3424.082031
	Iteration 50Q: 3 clusters Score -3597327 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -3597385.750000 Penalty: 3424.082031
	Iteration 51Q: 3 clusters Score -3597386 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3597436.000000 Penalty: 3424.082031
	Iteration 52Q: 3 clusters Score -3597436 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3597501.000000 Penalty: 3424.082031
	Iteration 53Q: 3 clusters Score -3597501 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3597575.000000 Penalty: 3424.082031
	Iteration 54Q: 3 clusters Score -3597575 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -3597616.000000 Penalty: 3424.082031
	Iteration 55Q: 3 clusters Score -3597616 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3597685.250000 Penalty: 3424.082031
	Iteration 56Q: 3 clusters Score -3597685 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3597782.000000 Penalty: 3424.082031
	Iteration 57Q: 3 clusters Score -3597782 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -3597873.500000 Penalty: 3424.082031
	Iteration 58Q: 3 clusters Score -3597874 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3597959.750000 Penalty: 3424.082031
	Iteration 59Q: 3 clusters Score -3597960 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3598046.500000 Penalty: 3424.082031
	Iteration 60F: 3 clusters Score -3598046 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3598135.500000 Penalty: 3424.082031
	Iteration 61Q: 3 clusters Score -3598136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3598212.000000 Penalty: 3424.082031
	Iteration 62Q: 3 clusters Score -3598212 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3598330.750000 Penalty: 3424.082031
	Iteration 63Q: 3 clusters Score -3598331 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3598449.000000 Penalty: 3424.082031
	Iteration 64Q: 3 clusters Score -3598449 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3598555.000000 Penalty: 3424.082031
	Iteration 65Q: 3 clusters Score -3598555 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3598661.000000 Penalty: 3424.082031
	Iteration 66Q: 3 clusters Score -3598661 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -3598816.500000 Penalty: 3424.082031
	Iteration 67Q: 3 clusters Score -3598816 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3598983.500000 Penalty: 3424.082031
	Iteration 68Q: 3 clusters Score -3598984 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3599238.500000 Penalty: 3424.082031
	Iteration 69Q: 3 clusters Score -3599238 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -3599573.000000 Penalty: 3424.082031
	Iteration 70Q: 3 clusters Score -3599573 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3599950.250000 Penalty: 3424.082031
	Iteration 71Q: 3 clusters Score -3599950 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3600281.500000 Penalty: 3424.082031
	Iteration 72Q: 3 clusters Score -3600282 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -3600602.500000 Penalty: 3424.082031
	Iteration 73Q: 3 clusters Score -3600602 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -3600918.000000 Penalty: 3424.082031
	Iteration 74Q: 3 clusters Score -3600918 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -3601133.250000 Penalty: 3424.082031
	Iteration 75Q: 3 clusters Score -3601133 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3601309.250000 Penalty: 3424.082031
	Iteration 76Q: 3 clusters Score -3601309 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -3601418.000000 Penalty: 3424.082031
	Iteration 77Q: 3 clusters Score -3601418 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -3601482.250000 Penalty: 3424.082031
	Iteration 78Q: 3 clusters Score -3601482 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -3601522.000000 Penalty: 3424.082031
	Iteration 79Q: 3 clusters Score -3601522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -3601549.750000 Penalty: 3424.082031
	Iteration 80F: 3 clusters Score -3601550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -3601556.000000 Penalty: 3424.082031
	Iteration 81Q: 3 clusters Score -3601556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -3601565.000000 Penalty: 3424.082031
	Iteration 82Q: 3 clusters Score -3601565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -3601588.750000 Penalty: 3424.082031
	Iteration 83Q: 3 clusters Score -3601589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -3601595.250000 Penalty: 3424.082031
	Iteration 84Q: 3 clusters Score -3601595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -3601602.000000 Penalty: 3424.082031
	Iteration 85Q: 3 clusters Score -3601602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -3601614.500000 Penalty: 3424.082031
	Iteration 86Q: 3 clusters Score -3601614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -3601619.250000 Penalty: 3424.082031
	Iteration 87Q: 3 clusters Score -3601619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -3601626.500000 Penalty: 3424.082031
	Iteration 88Q: 3 clusters Score -3601626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -3601630.000000 Penalty: 3424.082031
	Iteration 89Q: 3 clusters Score -3601630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -3601630.250000 Penalty: 3424.082031
	Iteration 90Q: 3 clusters Score -3601630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -3601630.250000 Penalty: 3424.082031
	Iteration 91Q: 3 clusters Score -3601630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3601630.500000 Penalty: 3424.082031
	Iteration 92Q: 3 clusters Score -3601630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3601629.750000 Penalty: 3424.082031
	Iteration 93Q: 3 clusters Score -3601630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -3601631.750000 Penalty: 3424.082031
	Iteration 94Q: 3 clusters Score -3601632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3601636.000000 Penalty: 3424.082031
	Iteration 95Q: 3 clusters Score -3601636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3601636.750000 Penalty: 3424.082031
	Iteration 96Q: 3 clusters Score -3601637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3601636.750000 Penalty: 3424.082031
	Iteration 97F: 3 clusters Score -3601637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Entering Unmasked Estep 
Score: -1709159.000000 Penalty: 1585.703125
	Iteration 0F: 2 clusters Score -1709159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1697282.125000 Penalty: 3171.406250
	Iteration 0F: 3 clusters Score -1697282 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1701411.000000 Penalty: 3171.406250
	Iteration 1F: 3 clusters Score -1701411 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1701630.500000 Penalty: 3171.406250
	Iteration 2Q: 3 clusters Score -1701630 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1701827.000000 Penalty: 3171.406250
	Iteration 3Q: 3 clusters Score -1701827 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1701986.375000 Penalty: 3171.406250
	Iteration 4Q: 3 clusters Score -1701986 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1702135.000000 Penalty: 3171.406250
	Iteration 5Q: 3 clusters Score -1702135 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1702260.750000 Penalty: 3171.406250
	Iteration 6Q: 3 clusters Score -1702261 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1702359.125000 Penalty: 3171.406250
	Iteration 7Q: 3 clusters Score -1702359 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1702452.750000 Penalty: 3171.406250
	Iteration 8Q: 3 clusters Score -1702453 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1702552.250000 Penalty: 3171.406250
	Iteration 9Q: 3 clusters Score -1702552 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1702665.875000 Penalty: 3171.406250
	Iteration 10Q: 3 clusters Score -1702666 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1702794.250000 Penalty: 3171.406250
	Iteration 11Q: 3 clusters Score -1702794 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1702943.000000 Penalty: 3171.406250
	Iteration 12Q: 3 clusters Score -1702943 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1703108.250000 Penalty: 3171.406250
	Iteration 13Q: 3 clusters Score -1703108 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1703309.000000 Penalty: 3171.406250
	Iteration 14Q: 3 clusters Score -1703309 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1703577.125000 Penalty: 3171.406250
	Iteration 15Q: 3 clusters Score -1703577 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1703892.875000 Penalty: 3171.406250
	Iteration 16Q: 3 clusters Score -1703893 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1704234.750000 Penalty: 3171.406250
	Iteration 17Q: 3 clusters Score -1704235 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1704609.500000 Penalty: 3171.406250
	Iteration 18Q: 3 clusters Score -1704610 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1705047.750000 Penalty: 3171.406250
	Iteration 19Q: 3 clusters Score -1705048 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1705472.125000 Penalty: 3171.406250
	Iteration 20F: 3 clusters Score -1705472 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1705884.875000 Penalty: 3171.406250
	Iteration 21Q: 3 clusters Score -1705885 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1706288.875000 Penalty: 3171.406250
	Iteration 22Q: 3 clusters Score -1706289 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1706648.000000 Penalty: 3171.406250
	Iteration 23Q: 3 clusters Score -1706648 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1706937.375000 Penalty: 3171.406250
	Iteration 24Q: 3 clusters Score -1706937 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1707156.625000 Penalty: 3171.406250
	Iteration 25Q: 3 clusters Score -1707157 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1707340.250000 Penalty: 3171.406250
	Iteration 26Q: 3 clusters Score -1707340 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1707456.000000 Penalty: 3171.406250
	Iteration 27Q: 3 clusters Score -1707456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1707555.625000 Penalty: 3171.406250
	Iteration 28Q: 3 clusters Score -1707556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1707625.500000 Penalty: 3171.406250
	Iteration 29Q: 3 clusters Score -1707626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1707676.250000 Penalty: 3171.406250
	Iteration 30Q: 3 clusters Score -1707676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1707700.125000 Penalty: 3171.406250
	Iteration 31Q: 3 clusters Score -1707700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1707722.875000 Penalty: 3171.406250
	Iteration 32Q: 3 clusters Score -1707723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1707743.000000 Penalty: 3171.406250
	Iteration 33Q: 3 clusters Score -1707743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1707750.375000 Penalty: 3171.406250
	Iteration 34Q: 3 clusters Score -1707750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1707754.125000 Penalty: 3171.406250
	Iteration 35Q: 3 clusters Score -1707754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1707752.875000 Penalty: 3171.406250
	Iteration 36Q: 3 clusters Score -1707753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1707752.875000 Penalty: 3171.406250
	Iteration 37F: 3 clusters Score -1707753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -805104.937500 Penalty: 1468.309082
	Iteration 0F: 2 clusters Score -805104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -798930.375000 Penalty: 2936.618164
	Iteration 0F: 3 clusters Score -798930.4 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -800808.187500 Penalty: 2936.618164
	Iteration 1F: 3 clusters Score -800808.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -801077.875000 Penalty: 2936.618164
	Iteration 2F: 3 clusters Score -801077.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -801296.750000 Penalty: 2936.618164
	Iteration 3F: 3 clusters Score -801296.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -801492.437500 Penalty: 2936.618164
	Iteration 4Q: 3 clusters Score -801492.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -801647.625000 Penalty: 2936.618164
	Iteration 5Q: 3 clusters Score -801647.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -801793.875000 Penalty: 2936.618164
	Iteration 6Q: 3 clusters Score -801793.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -801921.062500 Penalty: 2936.618164
	Iteration 7Q: 3 clusters Score -801921.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -802041.375000 Penalty: 2936.618164
	Iteration 8Q: 3 clusters Score -802041.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -802164.500000 Penalty: 2936.618164
	Iteration 9Q: 3 clusters Score -802164.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -802293.562500 Penalty: 2936.618164
	Iteration 10Q: 3 clusters Score -802293.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -802410.000000 Penalty: 2936.618164
	Iteration 11Q: 3 clusters Score -802410 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -802524.937500 Penalty: 2936.618164
	Iteration 12Q: 3 clusters Score -802524.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -802655.312500 Penalty: 2936.618164
	Iteration 13Q: 3 clusters Score -802655.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -802795.937500 Penalty: 2936.618164
	Iteration 14Q: 3 clusters Score -802795.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -802933.000000 Penalty: 2936.618164
	Iteration 15Q: 3 clusters Score -802933 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -803099.625000 Penalty: 2936.618164
	Iteration 16Q: 3 clusters Score -803099.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -803266.750000 Penalty: 2936.618164
	Iteration 17Q: 3 clusters Score -803266.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -803395.875000 Penalty: 2936.618164
	Iteration 18Q: 3 clusters Score -803395.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -803498.437500 Penalty: 2936.618164
	Iteration 19Q: 3 clusters Score -803498.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -803604.062500 Penalty: 2936.618164
	Iteration 20F: 3 clusters Score -803604.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -803672.437500 Penalty: 2936.618164
	Iteration 21Q: 3 clusters Score -803672.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -803731.187500 Penalty: 2936.618164
	Iteration 22Q: 3 clusters Score -803731.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -803777.187500 Penalty: 2936.618164
	Iteration 23Q: 3 clusters Score -803777.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -803807.500000 Penalty: 2936.618164
	Iteration 24Q: 3 clusters Score -803807.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -803826.062500 Penalty: 2936.618164
	Iteration 25Q: 3 clusters Score -803826.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -803843.562500 Penalty: 2936.618164
	Iteration 26Q: 3 clusters Score -803843.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -803859.125000 Penalty: 2936.618164
	Iteration 27Q: 3 clusters Score -803859.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -803872.437500 Penalty: 2936.618164
	Iteration 28Q: 3 clusters Score -803872.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -803887.000000 Penalty: 2936.618164
	Iteration 29Q: 3 clusters Score -803887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -803892.812500 Penalty: 2936.618164
	Iteration 30Q: 3 clusters Score -803892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -803898.312500 Penalty: 2936.618164
	Iteration 31Q: 3 clusters Score -803898.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -803903.437500 Penalty: 2936.618164
	Iteration 32Q: 3 clusters Score -803903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -803908.000000 Penalty: 2936.618164
	Iteration 33Q: 3 clusters Score -803908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -803911.125000 Penalty: 2936.618164
	Iteration 34Q: 3 clusters Score -803911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -803912.375000 Penalty: 2936.618164
	Iteration 35Q: 3 clusters Score -803912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -803912.375000 Penalty: 2936.618164
	Iteration 36F: 3 clusters Score -803912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Entering Unmasked Estep 
Score: -1829240.125000 Penalty: 1607.124390
	Iteration 0F: 2 clusters Score -1829240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1815694.875000 Penalty: 3214.248779
	Iteration 0F: 3 clusters Score -1815695 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1820679.500000 Penalty: 3214.248779
	Iteration 1F: 3 clusters Score -1820680 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1821007.875000 Penalty: 3214.248779
	Iteration 2Q: 3 clusters Score -1821008 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1821314.875000 Penalty: 3214.248779
	Iteration 3Q: 3 clusters Score -1821315 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1821584.375000 Penalty: 3214.248779
	Iteration 4Q: 3 clusters Score -1821584 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1821808.625000 Penalty: 3214.248779
	Iteration 5Q: 3 clusters Score -1821809 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1822003.875000 Penalty: 3214.248779
	Iteration 6Q: 3 clusters Score -1822004 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1822214.375000 Penalty: 3214.248779
	Iteration 7Q: 3 clusters Score -1822214 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1822421.750000 Penalty: 3214.248779
	Iteration 8Q: 3 clusters Score -1822422 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1822657.375000 Penalty: 3214.248779
	Iteration 9Q: 3 clusters Score -1822657 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1822911.000000 Penalty: 3214.248779
	Iteration 10Q: 3 clusters Score -1822911 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1823201.875000 Penalty: 3214.248779
	Iteration 11Q: 3 clusters Score -1823202 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1823617.625000 Penalty: 3214.248779
	Iteration 12Q: 3 clusters Score -1823618 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1824175.375000 Penalty: 3214.248779
	Iteration 13Q: 3 clusters Score -1824175 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1824748.250000 Penalty: 3214.248779
	Iteration 14Q: 3 clusters Score -1824748 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1825280.125000 Penalty: 3214.248779
	Iteration 15Q: 3 clusters Score -1825280 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1825707.875000 Penalty: 3214.248779
	Iteration 16Q: 3 clusters Score -1825708 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1826055.750000 Penalty: 3214.248779
	Iteration 17Q: 3 clusters Score -1826056 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1826314.625000 Penalty: 3214.248779
	Iteration 18Q: 3 clusters Score -1826315 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1826532.375000 Penalty: 3214.248779
	Iteration 19Q: 3 clusters Score -1826532 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1826724.250000 Penalty: 3214.248779
	Iteration 20F: 3 clusters Score -1826724 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1826885.250000 Penalty: 3214.248779
	Iteration 21Q: 3 clusters Score -1826885 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1827027.500000 Penalty: 3214.248779
	Iteration 22Q: 3 clusters Score -1827028 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1827150.250000 Penalty: 3214.248779
	Iteration 23Q: 3 clusters Score -1827150 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1827252.875000 Penalty: 3214.248779
	Iteration 24Q: 3 clusters Score -1827253 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1827348.625000 Penalty: 3214.248779
	Iteration 25Q: 3 clusters Score -1827349 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1827454.375000 Penalty: 3214.248779
	Iteration 26Q: 3 clusters Score -1827454 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1827543.875000 Penalty: 3214.248779
	Iteration 27Q: 3 clusters Score -1827544 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1827633.875000 Penalty: 3214.248779
	Iteration 28Q: 3 clusters Score -1827634 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1827693.875000 Penalty: 3214.248779
	Iteration 29Q: 3 clusters Score -1827694 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1827755.375000 Penalty: 3214.248779
	Iteration 30Q: 3 clusters Score -1827755 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -1827801.750000 Penalty: 3214.248779
	Iteration 31Q: 3 clusters Score -1827802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1827834.000000 Penalty: 3214.248779
	Iteration 32Q: 3 clusters Score -1827834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1827854.625000 Penalty: 3214.248779
	Iteration 33Q: 3 clusters Score -1827855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1827880.250000 Penalty: 3214.248779
	Iteration 34Q: 3 clusters Score -1827880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1827901.500000 Penalty: 3214.248779
	Iteration 35Q: 3 clusters Score -1827902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1827917.125000 Penalty: 3214.248779
	Iteration 36Q: 3 clusters Score -1827917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -1827926.875000 Penalty: 3214.248779
	Iteration 37Q: 3 clusters Score -1827927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -1827934.750000 Penalty: 3214.248779
	Iteration 38Q: 3 clusters Score -1827935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1827939.375000 Penalty: 3214.248779
	Iteration 39Q: 3 clusters Score -1827939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1827943.625000 Penalty: 3214.248779
	Iteration 40F: 3 clusters Score -1827944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1827947.750000 Penalty: 3214.248779
	Iteration 41Q: 3 clusters Score -1827948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -1827953.500000 Penalty: 3214.248779
	Iteration 42Q: 3 clusters Score -1827954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1827954.875000 Penalty: 3214.248779
	Iteration 43Q: 3 clusters Score -1827955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1827959.250000 Penalty: 3214.248779
	Iteration 44Q: 3 clusters Score -1827959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1827970.875000 Penalty: 3214.248779
	Iteration 45Q: 3 clusters Score -1827971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1827973.750000 Penalty: 3214.248779
	Iteration 46Q: 3 clusters Score -1827974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1827975.125000 Penalty: 3214.248779
	Iteration 47Q: 3 clusters Score -1827975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1827978.125000 Penalty: 3214.248779
	Iteration 48Q: 3 clusters Score -1827978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1827978.375000 Penalty: 3214.248779
	Iteration 49Q: 3 clusters Score -1827978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1827979.625000 Penalty: 3214.248779
	Iteration 50Q: 3 clusters Score -1827980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1827983.875000 Penalty: 3214.248779
	Iteration 51Q: 3 clusters Score -1827984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1827985.250000 Penalty: 3214.248779
	Iteration 52Q: 3 clusters Score -1827985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1827984.750000 Penalty: 3214.248779
	Iteration 53Q: 3 clusters Score -1827985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1827987.625000 Penalty: 3214.248779
	Iteration 54Q: 3 clusters Score -1827988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -1827992.375000 Penalty: 3214.248779
	Iteration 55Q: 3 clusters Score -1827992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1827993.000000 Penalty: 3214.248779
	Iteration 56Q: 3 clusters Score -1827993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1827996.375000 Penalty: 3214.248779
	Iteration 57Q: 3 clusters Score -1827996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1827995.875000 Penalty: 3214.248779
	Iteration 58Q: 3 clusters Score -1827996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -1827997.875000 Penalty: 3214.248779
	Iteration 59Q: 3 clusters Score -1827998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -1827997.875000 Penalty: 3214.248779
	Iteration 60F: 3 clusters Score -1827998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76117.945312 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76117.95 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76335.796875 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76335.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76404.468750 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -76404.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76442.593750 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76442.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76461.281250 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76461.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76474.539062 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76474.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76482.507812 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76482.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76486.476562 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76486.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76487.718750 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76487.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76488.281250 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -76488.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76490.679688 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -76490.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76491.601562 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -76491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76491.601562 Penalty: 2196.002930
	Iteration 12F: 3 clusters Score -76491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Entering Unmasked Estep 
Score: -1286544.125000 Penalty: 1542.924194
	Iteration 0F: 2 clusters Score -1286544 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 6675 members 
Entering Unmasked Estep 
Score: -1277185.250000 Penalty: 3085.848389
	Iteration 0F: 3 clusters Score -1277185 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1280376.750000 Penalty: 3085.848389
	Iteration 1F: 3 clusters Score -1280377 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1280598.125000 Penalty: 3085.848389
	Iteration 2F: 3 clusters Score -1280598 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1280759.875000 Penalty: 3085.848389
	Iteration 3Q: 3 clusters Score -1280760 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1280904.750000 Penalty: 3085.848389
	Iteration 4Q: 3 clusters Score -1280905 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1281040.625000 Penalty: 3085.848389
	Iteration 5Q: 3 clusters Score -1281041 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1281181.500000 Penalty: 3085.848389
	Iteration 6Q: 3 clusters Score -1281182 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1281344.000000 Penalty: 3085.848389
	Iteration 7Q: 3 clusters Score -1281344 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1281528.500000 Penalty: 3085.848389
	Iteration 8Q: 3 clusters Score -1281528 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1281791.500000 Penalty: 3085.848389
	Iteration 9Q: 3 clusters Score -1281792 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1282153.375000 Penalty: 3085.848389
	Iteration 10Q: 3 clusters Score -1282153 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1282622.250000 Penalty: 3085.848389
	Iteration 11F: 3 clusters Score -1282622 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1283153.125000 Penalty: 3085.848389
	Iteration 12F: 3 clusters Score -1283153 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1283690.250000 Penalty: 3085.848389
	Iteration 13F: 3 clusters Score -1283690 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1284152.125000 Penalty: 3085.848389
	Iteration 14Q: 3 clusters Score -1284152 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1284509.500000 Penalty: 3085.848389
	Iteration 15Q: 3 clusters Score -1284510 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1284750.750000 Penalty: 3085.848389
	Iteration 16Q: 3 clusters Score -1284751 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1284904.625000 Penalty: 3085.848389
	Iteration 17Q: 3 clusters Score -1284905 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1285019.125000 Penalty: 3085.848389
	Iteration 18Q: 3 clusters Score -1285019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1285076.250000 Penalty: 3085.848389
	Iteration 19Q: 3 clusters Score -1285076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1285128.125000 Penalty: 3085.848389
	Iteration 20F: 3 clusters Score -1285128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1285153.000000 Penalty: 3085.848389
	Iteration 21Q: 3 clusters Score -1285153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1285168.125000 Penalty: 3085.848389
	Iteration 22Q: 3 clusters Score -1285168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1285171.000000 Penalty: 3085.848389
	Iteration 23Q: 3 clusters Score -1285171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1285178.625000 Penalty: 3085.848389
	Iteration 24Q: 3 clusters Score -1285179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1285183.875000 Penalty: 3085.848389
	Iteration 25Q: 3 clusters Score -1285184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1285187.375000 Penalty: 3085.848389
	Iteration 26Q: 3 clusters Score -1285187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1285190.625000 Penalty: 3085.848389
	Iteration 27Q: 3 clusters Score -1285191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1285194.750000 Penalty: 3085.848389
	Iteration 28Q: 3 clusters Score -1285195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1285203.875000 Penalty: 3085.848389
	Iteration 29Q: 3 clusters Score -1285204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1285210.125000 Penalty: 3085.848389
	Iteration 30Q: 3 clusters Score -1285210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1285214.375000 Penalty: 3085.848389
	Iteration 31Q: 3 clusters Score -1285214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1285218.875000 Penalty: 3085.848389
	Iteration 32Q: 3 clusters Score -1285219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1285218.875000 Penalty: 3085.848389
	Iteration 33F: 3 clusters Score -1285219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Entering Unmasked Estep 
Score: -796045.437500 Penalty: 1483.166138
	Iteration 0F: 2 clusters Score -796045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -789329.625000 Penalty: 2966.332275
	Iteration 0F: 3 clusters Score -789329.6 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -791526.812500 Penalty: 2966.332275
	Iteration 1F: 3 clusters Score -791526.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -791836.250000 Penalty: 2966.332275
	Iteration 2F: 3 clusters Score -791836.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -792062.312500 Penalty: 2966.332275
	Iteration 3F: 3 clusters Score -792062.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -792242.187500 Penalty: 2966.332275
	Iteration 4Q: 3 clusters Score -792242.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -792389.875000 Penalty: 2966.332275
	Iteration 5Q: 3 clusters Score -792389.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -792510.750000 Penalty: 2966.332275
	Iteration 6Q: 3 clusters Score -792510.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -792629.875000 Penalty: 2966.332275
	Iteration 7Q: 3 clusters Score -792629.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -792734.812500 Penalty: 2966.332275
	Iteration 8Q: 3 clusters Score -792734.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -792833.000000 Penalty: 2966.332275
	Iteration 9Q: 3 clusters Score -792833 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -792934.562500 Penalty: 2966.332275
	Iteration 10Q: 3 clusters Score -792934.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -793032.437500 Penalty: 2966.332275
	Iteration 11Q: 3 clusters Score -793032.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -793135.687500 Penalty: 2966.332275
	Iteration 12Q: 3 clusters Score -793135.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -793233.562500 Penalty: 2966.332275
	Iteration 13Q: 3 clusters Score -793233.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -793344.812500 Penalty: 2966.332275
	Iteration 14Q: 3 clusters Score -793344.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -793479.625000 Penalty: 2966.332275
	Iteration 15Q: 3 clusters Score -793479.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -793629.500000 Penalty: 2966.332275
	Iteration 16Q: 3 clusters Score -793629.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -793771.875000 Penalty: 2966.332275
	Iteration 17Q: 3 clusters Score -793771.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -793893.750000 Penalty: 2966.332275
	Iteration 18Q: 3 clusters Score -793893.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -793990.625000 Penalty: 2966.332275
	Iteration 19Q: 3 clusters Score -793990.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -794058.937500 Penalty: 2966.332275
	Iteration 20F: 3 clusters Score -794058.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -794096.562500 Penalty: 2966.332275
	Iteration 21Q: 3 clusters Score -794096.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -794118.187500 Penalty: 2966.332275
	Iteration 22Q: 3 clusters Score -794118.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -794139.125000 Penalty: 2966.332275
	Iteration 23Q: 3 clusters Score -794139.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -794157.875000 Penalty: 2966.332275
	Iteration 24Q: 3 clusters Score -794157.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -794170.312500 Penalty: 2966.332275
	Iteration 25Q: 3 clusters Score -794170.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -794184.062500 Penalty: 2966.332275
	Iteration 26Q: 3 clusters Score -794184.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -794197.562500 Penalty: 2966.332275
	Iteration 27Q: 3 clusters Score -794197.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -794204.187500 Penalty: 2966.332275
	Iteration 28Q: 3 clusters Score -794204.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -794211.687500 Penalty: 2966.332275
	Iteration 29Q: 3 clusters Score -794211.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -794213.375000 Penalty: 2966.332275
	Iteration 30Q: 3 clusters Score -794213.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -794218.562500 Penalty: 2966.332275
	Iteration 31Q: 3 clusters Score -794218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -794220.750000 Penalty: 2966.332275
	Iteration 32Q: 3 clusters Score -794220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -794224.062500 Penalty: 2966.332275
	Iteration 33Q: 3 clusters Score -794224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -794223.625000 Penalty: 2966.332275
	Iteration 34Q: 3 clusters Score -794223.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -794223.750000 Penalty: 2966.332275
	Iteration 35Q: 3 clusters Score -794223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -794225.875000 Penalty: 2966.332275
	Iteration 36Q: 3 clusters Score -794225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -794226.562500 Penalty: 2966.332275
	Iteration 37Q: 3 clusters Score -794226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -794228.812500 Penalty: 2966.332275
	Iteration 38Q: 3 clusters Score -794228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -794228.562500 Penalty: 2966.332275
	Iteration 39Q: 3 clusters Score -794228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -794227.250000 Penalty: 2966.332275
	Iteration 40F: 3 clusters Score -794227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -794227.250000 Penalty: 2966.332275
	Iteration 41Q: 3 clusters Score -794227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -794226.625000 Penalty: 2966.332275
	Iteration 42Q: 3 clusters Score -794226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -794228.562500 Penalty: 2966.332275
	Iteration 43Q: 3 clusters Score -794228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -794229.812500 Penalty: 2966.332275
	Iteration 44Q: 3 clusters Score -794229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -794231.625000 Penalty: 2966.332275
	Iteration 45Q: 3 clusters Score -794231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -794232.375000 Penalty: 2966.332275
	Iteration 46Q: 3 clusters Score -794232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -794234.375000 Penalty: 2966.332275
	Iteration 47Q: 3 clusters Score -794234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -794235.937500 Penalty: 2966.332275
	Iteration 48Q: 3 clusters Score -794235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -794237.437500 Penalty: 2966.332275
	Iteration 49Q: 3 clusters Score -794237.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -794236.562500 Penalty: 2966.332275
	Iteration 50Q: 3 clusters Score -794236.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -794241.937500 Penalty: 2966.332275
	Iteration 51Q: 3 clusters Score -794241.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -794246.062500 Penalty: 2966.332275
	Iteration 52Q: 3 clusters Score -794246.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -794249.562500 Penalty: 2966.332275
	Iteration 53Q: 3 clusters Score -794249.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -794249.375000 Penalty: 2966.332275
	Iteration 54Q: 3 clusters Score -794249.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -794254.312500 Penalty: 2966.332275
	Iteration 55Q: 3 clusters Score -794254.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -794257.500000 Penalty: 2966.332275
	Iteration 56Q: 3 clusters Score -794257.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -794261.625000 Penalty: 2966.332275
	Iteration 57Q: 3 clusters Score -794261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -794263.875000 Penalty: 2966.332275
	Iteration 58Q: 3 clusters Score -794263.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -794266.500000 Penalty: 2966.332275
	Iteration 59Q: 3 clusters Score -794266.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -794271.375000 Penalty: 2966.332275
	Iteration 60F: 3 clusters Score -794271.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -794275.687500 Penalty: 2966.332275
	Iteration 61Q: 3 clusters Score -794275.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -794281.000000 Penalty: 2966.332275
	Iteration 62Q: 3 clusters Score -794281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -794284.812500 Penalty: 2966.332275
	Iteration 63Q: 3 clusters Score -794284.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -794292.500000 Penalty: 2966.332275
	Iteration 64Q: 3 clusters Score -794292.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -794306.187500 Penalty: 2966.332275
	Iteration 65Q: 3 clusters Score -794306.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -794312.687500 Penalty: 2966.332275
	Iteration 66Q: 3 clusters Score -794312.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -794319.875000 Penalty: 2966.332275
	Iteration 67Q: 3 clusters Score -794319.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -794324.250000 Penalty: 2966.332275
	Iteration 68Q: 3 clusters Score -794324.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -794327.875000 Penalty: 2966.332275
	Iteration 69Q: 3 clusters Score -794327.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -794333.000000 Penalty: 2966.332275
	Iteration 70Q: 3 clusters Score -794333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -794345.750000 Penalty: 2966.332275
	Iteration 71Q: 3 clusters Score -794345.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -794355.312500 Penalty: 2966.332275
	Iteration 72Q: 3 clusters Score -794355.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -794369.687500 Penalty: 2966.332275
	Iteration 73Q: 3 clusters Score -794369.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -794383.687500 Penalty: 2966.332275
	Iteration 74Q: 3 clusters Score -794383.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -794399.250000 Penalty: 2966.332275
	Iteration 75Q: 3 clusters Score -794399.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -794406.812500 Penalty: 2966.332275
	Iteration 76Q: 3 clusters Score -794406.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -794419.125000 Penalty: 2966.332275
	Iteration 77Q: 3 clusters Score -794419.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -794429.500000 Penalty: 2966.332275
	Iteration 78Q: 3 clusters Score -794429.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -794437.750000 Penalty: 2966.332275
	Iteration 79Q: 3 clusters Score -794437.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -794445.750000 Penalty: 2966.332275
	Iteration 80F: 3 clusters Score -794445.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -794455.250000 Penalty: 2966.332275
	Iteration 81Q: 3 clusters Score -794455.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -794468.062500 Penalty: 2966.332275
	Iteration 82Q: 3 clusters Score -794468.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -794489.750000 Penalty: 2966.332275
	Iteration 83Q: 3 clusters Score -794489.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -794506.937500 Penalty: 2966.332275
	Iteration 84Q: 3 clusters Score -794506.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -794529.937500 Penalty: 2966.332275
	Iteration 85Q: 3 clusters Score -794529.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -794561.937500 Penalty: 2966.332275
	Iteration 86Q: 3 clusters Score -794561.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -794594.875000 Penalty: 2966.332275
	Iteration 87Q: 3 clusters Score -794594.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -794623.125000 Penalty: 2966.332275
	Iteration 88Q: 3 clusters Score -794623.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -794646.312500 Penalty: 2966.332275
	Iteration 89Q: 3 clusters Score -794646.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -794663.062500 Penalty: 2966.332275
	Iteration 90Q: 3 clusters Score -794663.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -794684.937500 Penalty: 2966.332275
	Iteration 91Q: 3 clusters Score -794684.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -794714.375000 Penalty: 2966.332275
	Iteration 92Q: 3 clusters Score -794714.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -794743.625000 Penalty: 2966.332275
	Iteration 93Q: 3 clusters Score -794743.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -794765.625000 Penalty: 2966.332275
	Iteration 94Q: 3 clusters Score -794765.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -794793.187500 Penalty: 2966.332275
	Iteration 95Q: 3 clusters Score -794793.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -794813.000000 Penalty: 2966.332275
	Iteration 96Q: 3 clusters Score -794813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -794829.437500 Penalty: 2966.332275
	Iteration 97Q: 3 clusters Score -794829.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -794841.875000 Penalty: 2966.332275
	Iteration 98Q: 3 clusters Score -794841.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -794859.062500 Penalty: 2966.332275
	Iteration 99Q: 3 clusters Score -794859.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -794881.875000 Penalty: 2966.332275
	Iteration 100F: 3 clusters Score -794881.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -794908.562500 Penalty: 2966.332275
	Iteration 101Q: 3 clusters Score -794908.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -794924.187500 Penalty: 2966.332275
	Iteration 102Q: 3 clusters Score -794924.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -794943.812500 Penalty: 2966.332275
	Iteration 103Q: 3 clusters Score -794943.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -794957.187500 Penalty: 2966.332275
	Iteration 104Q: 3 clusters Score -794957.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -794966.437500 Penalty: 2966.332275
	Iteration 105Q: 3 clusters Score -794966.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -794977.875000 Penalty: 2966.332275
	Iteration 106Q: 3 clusters Score -794977.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -794985.000000 Penalty: 2966.332275
	Iteration 107Q: 3 clusters Score -794985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -794990.812500 Penalty: 2966.332275
	Iteration 108Q: 3 clusters Score -794990.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -794993.937500 Penalty: 2966.332275
	Iteration 109Q: 3 clusters Score -794993.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -795000.812500 Penalty: 2966.332275
	Iteration 110Q: 3 clusters Score -795000.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -795006.750000 Penalty: 2966.332275
	Iteration 111Q: 3 clusters Score -795006.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -795010.312500 Penalty: 2966.332275
	Iteration 112Q: 3 clusters Score -795010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -795009.062500 Penalty: 2966.332275
	Iteration 113Q: 3 clusters Score -795009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -795013.437500 Penalty: 2966.332275
	Iteration 114Q: 3 clusters Score -795013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -795016.187500 Penalty: 2966.332275
	Iteration 115Q: 3 clusters Score -795016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -795017.812500 Penalty: 2966.332275
	Iteration 116Q: 3 clusters Score -795017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -795022.812500 Penalty: 2966.332275
	Iteration 117Q: 3 clusters Score -795022.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -795026.250000 Penalty: 2966.332275
	Iteration 118Q: 3 clusters Score -795026.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -795028.687500 Penalty: 2966.332275
	Iteration 119Q: 3 clusters Score -795028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -795031.625000 Penalty: 2966.332275
	Iteration 120F: 3 clusters Score -795031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -795035.437500 Penalty: 2966.332275
	Iteration 121Q: 3 clusters Score -795035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -795037.000000 Penalty: 2966.332275
	Iteration 122Q: 3 clusters Score -795037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -795038.375000 Penalty: 2966.332275
	Iteration 123Q: 3 clusters Score -795038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -795040.062500 Penalty: 2966.332275
	Iteration 124Q: 3 clusters Score -795040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -795039.625000 Penalty: 2966.332275
	Iteration 125Q: 3 clusters Score -795039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -795040.687500 Penalty: 2966.332275
	Iteration 126Q: 3 clusters Score -795040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -795040.687500 Penalty: 2966.332275
	Iteration 127F: 3 clusters Score -795040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -159784.281250 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -159784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -157860.234375 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -157860.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -158284.296875 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -158284.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -158388.687500 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -158388.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -158455.687500 Penalty: 2430.588867
	Iteration 3Q: 3 clusters Score -158455.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -158510.921875 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -158510.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -158549.656250 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -158549.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -158584.687500 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -158584.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -158625.015625 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -158625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -158659.406250 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -158659.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158699.625000 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -158699.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158744.531250 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -158744.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -158775.125000 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -158775.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158797.000000 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -158797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158819.765625 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -158819.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158844.656250 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -158844.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -158857.296875 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -158857.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158865.500000 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -158865.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158874.437500 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -158874.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158885.515625 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -158885.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158897.500000 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -158897.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158909.031250 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -158909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158917.343750 Penalty: 2430.588867
	Iteration 21Q: 3 clusters Score -158917.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158924.421875 Penalty: 2430.588867
	Iteration 22Q: 3 clusters Score -158924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -158930.125000 Penalty: 2430.588867
	Iteration 23Q: 3 clusters Score -158930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158934.187500 Penalty: 2430.588867
	Iteration 24Q: 3 clusters Score -158934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -158936.875000 Penalty: 2430.588867
	Iteration 25Q: 3 clusters Score -158936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -158939.640625 Penalty: 2430.588867
	Iteration 26Q: 3 clusters Score -158939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -158942.578125 Penalty: 2430.588867
	Iteration 27Q: 3 clusters Score -158942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -158945.578125 Penalty: 2430.588867
	Iteration 28Q: 3 clusters Score -158945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158946.968750 Penalty: 2430.588867
	Iteration 29Q: 3 clusters Score -158947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -158948.203125 Penalty: 2430.588867
	Iteration 30Q: 3 clusters Score -158948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -158950.109375 Penalty: 2430.588867
	Iteration 31Q: 3 clusters Score -158950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -158951.296875 Penalty: 2430.588867
	Iteration 32Q: 3 clusters Score -158951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -158951.812500 Penalty: 2430.588867
	Iteration 33Q: 3 clusters Score -158951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -158953.468750 Penalty: 2430.588867
	Iteration 34Q: 3 clusters Score -158953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -158954.015625 Penalty: 2430.588867
	Iteration 35Q: 3 clusters Score -158954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -158955.468750 Penalty: 2430.588867
	Iteration 36Q: 3 clusters Score -158955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -158957.031250 Penalty: 2430.588867
	Iteration 37Q: 3 clusters Score -158957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -158957.546875 Penalty: 2430.588867
	Iteration 38Q: 3 clusters Score -158957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -158958.437500 Penalty: 2430.588867
	Iteration 39Q: 3 clusters Score -158958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158958.859375 Penalty: 2430.588867
	Iteration 40F: 3 clusters Score -158958.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -222792.875000 Penalty: 1278.093018
	Iteration 0F: 2 clusters Score -222792.9 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 1305 members 
Entering Unmasked Estep 
Score: -220372.593750 Penalty: 2556.186035
	Iteration 0F: 3 clusters Score -220372.6 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -220927.156250 Penalty: 2556.186035
	Iteration 1F: 3 clusters Score -220927.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -221115.250000 Penalty: 2556.186035
	Iteration 2F: 3 clusters Score -221115.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -221278.906250 Penalty: 2556.186035
	Iteration 3F: 3 clusters Score -221278.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -221480.140625 Penalty: 2556.186035
	Iteration 4F: 3 clusters Score -221480.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -221680.703125 Penalty: 2556.186035
	Iteration 5F: 3 clusters Score -221680.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221879.875000 Penalty: 2556.186035
	Iteration 6F: 3 clusters Score -221879.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -222072.968750 Penalty: 2556.186035
	Iteration 7F: 3 clusters Score -222073 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -222244.046875 Penalty: 2556.186035
	Iteration 8F: 3 clusters Score -222244 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -222375.937500 Penalty: 2556.186035
	Iteration 9Q: 3 clusters Score -222375.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -222519.937500 Penalty: 2556.186035
	Iteration 10Q: 3 clusters Score -222519.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222656.765625 Penalty: 2556.186035
	Iteration 11Q: 3 clusters Score -222656.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -222759.750000 Penalty: 2556.186035
	Iteration 12Q: 3 clusters Score -222759.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222811.046875 Penalty: 2556.186035
	Iteration 13Q: 3 clusters Score -222811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -222835.359375 Penalty: 2556.186035
	Iteration 14Q: 3 clusters Score -222835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222837.609375 Penalty: 2556.186035
	Iteration 15Q: 3 clusters Score -222837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222839.328125 Penalty: 2556.186035
	Iteration 16Q: 3 clusters Score -222839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222839.328125 Penalty: 2556.186035
	Iteration 17F: 3 clusters Score -222839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 37851 members 
Mstep: Class 4 contains 40839 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 19732 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20621 members 
Mstep: Class 30 contains 24349 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19976 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 22088 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Mstep: Class 48 contains 663 members 
Entering Unmasked Estep 
Score: -49782024.000000 Penalty: 103005.007812
Splitting cluster 18 changes total score from -49782792.000000 to -49782024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -418676.312500 Penalty: 1365.216553
	Iteration 0F: 2 clusters Score -418676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -415030.593750 Penalty: 2730.433105
	Iteration 0F: 3 clusters Score -415030.6 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -416035.625000 Penalty: 2730.433105
	Iteration 1F: 3 clusters Score -416035.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -416332.750000 Penalty: 2730.433105
	Iteration 2F: 3 clusters Score -416332.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -416653.750000 Penalty: 2730.433105
	Iteration 3F: 3 clusters Score -416653.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -416936.656250 Penalty: 2730.433105
	Iteration 4F: 3 clusters Score -416936.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -417154.093750 Penalty: 2730.433105
	Iteration 5F: 3 clusters Score -417154.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -417331.250000 Penalty: 2730.433105
	Iteration 6F: 3 clusters Score -417331.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -417446.406250 Penalty: 2730.433105
	Iteration 7Q: 3 clusters Score -417446.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -417551.750000 Penalty: 2730.433105
	Iteration 8Q: 3 clusters Score -417551.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -417636.125000 Penalty: 2730.433105
	Iteration 9Q: 3 clusters Score -417636.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -417712.125000 Penalty: 2730.433105
	Iteration 10Q: 3 clusters Score -417712.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -417772.406250 Penalty: 2730.433105
	Iteration 11Q: 3 clusters Score -417772.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -417820.125000 Penalty: 2730.433105
	Iteration 12Q: 3 clusters Score -417820.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -417856.125000 Penalty: 2730.433105
	Iteration 13Q: 3 clusters Score -417856.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -417884.906250 Penalty: 2730.433105
	Iteration 14Q: 3 clusters Score -417884.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -417907.031250 Penalty: 2730.433105
	Iteration 15Q: 3 clusters Score -417907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -417929.187500 Penalty: 2730.433105
	Iteration 16Q: 3 clusters Score -417929.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -417951.250000 Penalty: 2730.433105
	Iteration 17Q: 3 clusters Score -417951.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -417967.812500 Penalty: 2730.433105
	Iteration 18Q: 3 clusters Score -417967.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -417977.875000 Penalty: 2730.433105
	Iteration 19Q: 3 clusters Score -417977.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -417983.406250 Penalty: 2730.433105
	Iteration 20F: 3 clusters Score -417983.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -417989.750000 Penalty: 2730.433105
	Iteration 21Q: 3 clusters Score -417989.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -417994.281250 Penalty: 2730.433105
	Iteration 22Q: 3 clusters Score -417994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -418000.000000 Penalty: 2730.433105
	Iteration 23Q: 3 clusters Score -418000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -418002.343750 Penalty: 2730.433105
	Iteration 24Q: 3 clusters Score -418002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -418004.750000 Penalty: 2730.433105
	Iteration 25Q: 3 clusters Score -418004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -418005.906250 Penalty: 2730.433105
	Iteration 26Q: 3 clusters Score -418005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -418006.625000 Penalty: 2730.433105
	Iteration 27Q: 3 clusters Score -418006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -418007.875000 Penalty: 2730.433105
	Iteration 28Q: 3 clusters Score -418007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -418007.718750 Penalty: 2730.433105
	Iteration 29Q: 3 clusters Score -418007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -418008.187500 Penalty: 2730.433105
	Iteration 30Q: 3 clusters Score -418008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -418007.875000 Penalty: 2730.433105
	Iteration 31Q: 3 clusters Score -418007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -418009.125000 Penalty: 2730.433105
	Iteration 32Q: 3 clusters Score -418009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -418009.125000 Penalty: 2730.433105
	Iteration 33F: 3 clusters Score -418009.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Entering Unmasked Estep 
Score: -3925596.750000 Penalty: 1725.612549
	Iteration 0F: 2 clusters Score -3925597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3901066.750000 Penalty: 3451.225098
	Iteration 0F: 3 clusters Score -3901067 nChanged 19127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3911744.750000 Penalty: 3451.225098
	Iteration 1F: 3 clusters Score -3911745 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3912305.750000 Penalty: 3451.225098
	Iteration 2Q: 3 clusters Score -3912306 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3913052.000000 Penalty: 3451.225098
	Iteration 3Q: 3 clusters Score -3913052 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3914092.000000 Penalty: 3451.225098
	Iteration 4F: 3 clusters Score -3914092 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3915667.500000 Penalty: 3451.225098
	Iteration 5F: 3 clusters Score -3915668 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3917776.000000 Penalty: 3451.225098
	Iteration 6F: 3 clusters Score -3917776 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3920077.250000 Penalty: 3451.225098
	Iteration 7F: 3 clusters Score -3920077 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3922057.000000 Penalty: 3451.225098
	Iteration 8F: 3 clusters Score -3922057 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3922773.000000 Penalty: 3451.225098
	Iteration 9F: 3 clusters Score -3922773 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3923199.250000 Penalty: 3451.225098
	Iteration 10Q: 3 clusters Score -3923199 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3923546.000000 Penalty: 3451.225098
	Iteration 11Q: 3 clusters Score -3923546 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3923803.500000 Penalty: 3451.225098
	Iteration 12Q: 3 clusters Score -3923804 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3923950.750000 Penalty: 3451.225098
	Iteration 13Q: 3 clusters Score -3923951 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3924034.500000 Penalty: 3451.225098
	Iteration 14Q: 3 clusters Score -3924034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3924083.250000 Penalty: 3451.225098
	Iteration 15Q: 3 clusters Score -3924083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3924133.500000 Penalty: 3451.225098
	Iteration 16Q: 3 clusters Score -3924134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3924143.500000 Penalty: 3451.225098
	Iteration 17Q: 3 clusters Score -3924144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3924143.250000 Penalty: 3451.225098
	Iteration 18Q: 3 clusters Score -3924143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3924148.750000 Penalty: 3451.225098
	Iteration 19Q: 3 clusters Score -3924149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3924144.000000 Penalty: 3451.225098
	Iteration 20F: 3 clusters Score -3924144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3924152.000000 Penalty: 3451.225098
	Iteration 21Q: 3 clusters Score -3924152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3924155.750000 Penalty: 3451.225098
	Iteration 22Q: 3 clusters Score -3924156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3924157.750000 Penalty: 3451.225098
	Iteration 23Q: 3 clusters Score -3924158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3924157.500000 Penalty: 3451.225098
	Iteration 24Q: 3 clusters Score -3924158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3924162.000000 Penalty: 3451.225098
	Iteration 25Q: 3 clusters Score -3924162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3924161.000000 Penalty: 3451.225098
	Iteration 26Q: 3 clusters Score -3924161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3924160.750000 Penalty: 3451.225098
	Iteration 27Q: 3 clusters Score -3924161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3924163.750000 Penalty: 3451.225098
	Iteration 28Q: 3 clusters Score -3924164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3924163.500000 Penalty: 3451.225098
	Iteration 29Q: 3 clusters Score -3924164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3924168.250000 Penalty: 3451.225098
	Iteration 30Q: 3 clusters Score -3924168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3924170.750000 Penalty: 3451.225098
	Iteration 31Q: 3 clusters Score -3924171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3924167.750000 Penalty: 3451.225098
	Iteration 32Q: 3 clusters Score -3924168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3924169.500000 Penalty: 3451.225098
	Iteration 33Q: 3 clusters Score -3924170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3924171.500000 Penalty: 3451.225098
	Iteration 34Q: 3 clusters Score -3924172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3924171.500000 Penalty: 3451.225098
	Iteration 35F: 3 clusters Score -3924172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Entering Unmasked Estep 
Score: -3650453.250000 Penalty: 1710.177979
	Iteration 0F: 2 clusters Score -3650453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3629007.250000 Penalty: 3420.355957
	Iteration 0F: 3 clusters Score -3629007 nChanged 17150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3638506.000000 Penalty: 3420.355957
	Iteration 1F: 3 clusters Score -3638506 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3638868.750000 Penalty: 3420.355957
	Iteration 2Q: 3 clusters Score -3638869 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3639298.000000 Penalty: 3420.355957
	Iteration 3Q: 3 clusters Score -3639298 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3639800.250000 Penalty: 3420.355957
	Iteration 4Q: 3 clusters Score -3639800 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3640614.750000 Penalty: 3420.355957
	Iteration 5Q: 3 clusters Score -3640615 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3641778.750000 Penalty: 3420.355957
	Iteration 6F: 3 clusters Score -3641779 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3643393.750000 Penalty: 3420.355957
	Iteration 7F: 3 clusters Score -3643394 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3645348.500000 Penalty: 3420.355957
	Iteration 8F: 3 clusters Score -3645348 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3647268.000000 Penalty: 3420.355957
	Iteration 9F: 3 clusters Score -3647268 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -3648569.500000 Penalty: 3420.355957
	Iteration 10Q: 3 clusters Score -3648570 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -3648808.750000 Penalty: 3420.355957
	Iteration 11Q: 3 clusters Score -3648809 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -3648922.750000 Penalty: 3420.355957
	Iteration 12Q: 3 clusters Score -3648923 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -3648941.750000 Penalty: 3420.355957
	Iteration 13Q: 3 clusters Score -3648942 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -3648992.000000 Penalty: 3420.355957
	Iteration 14Q: 3 clusters Score -3648992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -3649026.250000 Penalty: 3420.355957
	Iteration 15Q: 3 clusters Score -3649026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -3649043.000000 Penalty: 3420.355957
	Iteration 16Q: 3 clusters Score -3649043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -3649048.000000 Penalty: 3420.355957
	Iteration 17Q: 3 clusters Score -3649048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -3649048.250000 Penalty: 3420.355957
	Iteration 18Q: 3 clusters Score -3649048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3649061.000000 Penalty: 3420.355957
	Iteration 19Q: 3 clusters Score -3649061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -3649072.500000 Penalty: 3420.355957
	Iteration 20F: 3 clusters Score -3649072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -3649081.250000 Penalty: 3420.355957
	Iteration 21Q: 3 clusters Score -3649081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -3649089.000000 Penalty: 3420.355957
	Iteration 22Q: 3 clusters Score -3649089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -3649088.250000 Penalty: 3420.355957
	Iteration 23Q: 3 clusters Score -3649088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -3649087.250000 Penalty: 3420.355957
	Iteration 24Q: 3 clusters Score -3649087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -3649089.250000 Penalty: 3420.355957
	Iteration 25Q: 3 clusters Score -3649089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3649091.000000 Penalty: 3420.355957
	Iteration 26Q: 3 clusters Score -3649091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3649091.000000 Penalty: 3420.355957
	Iteration 27F: 3 clusters Score -3649091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -100991.492188 Penalty: 1161.222534
	Iteration 0F: 2 clusters Score -100991.5 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 620 members 
Entering Unmasked Estep 
Score: -99432.281250 Penalty: 2322.445068
	Iteration 0F: 3 clusters Score -99432.28 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99874.023438 Penalty: 2322.445068
	Iteration 1F: 3 clusters Score -99874.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -100040.093750 Penalty: 2322.445068
	Iteration 2F: 3 clusters Score -100040.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100126.882812 Penalty: 2322.445068
	Iteration 3F: 3 clusters Score -100126.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100190.929688 Penalty: 2322.445068
	Iteration 4Q: 3 clusters Score -100190.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -100221.914062 Penalty: 2322.445068
	Iteration 5Q: 3 clusters Score -100221.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -100244.078125 Penalty: 2322.445068
	Iteration 6Q: 3 clusters Score -100244.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -100256.390625 Penalty: 2322.445068
	Iteration 7Q: 3 clusters Score -100256.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -100262.039062 Penalty: 2322.445068
	Iteration 8Q: 3 clusters Score -100262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -100265.546875 Penalty: 2322.445068
	Iteration 9Q: 3 clusters Score -100265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -100270.390625 Penalty: 2322.445068
	Iteration 10Q: 3 clusters Score -100270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100275.539062 Penalty: 2322.445068
	Iteration 11Q: 3 clusters Score -100275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -100279.156250 Penalty: 2322.445068
	Iteration 12Q: 3 clusters Score -100279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -100280.976562 Penalty: 2322.445068
	Iteration 13Q: 3 clusters Score -100281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100281.562500 Penalty: 2322.445068
	Iteration 14Q: 3 clusters Score -100281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100281.562500 Penalty: 2322.445068
	Iteration 15F: 3 clusters Score -100281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -511316.812500 Penalty: 1401.499390
	Iteration 0F: 2 clusters Score -511316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -506985.187500 Penalty: 2802.998779
	Iteration 0F: 3 clusters Score -506985.2 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -508203.843750 Penalty: 2802.998779
	Iteration 1F: 3 clusters Score -508203.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -508397.375000 Penalty: 2802.998779
	Iteration 2F: 3 clusters Score -508397.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -508543.875000 Penalty: 2802.998779
	Iteration 3F: 3 clusters Score -508543.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -508649.312500 Penalty: 2802.998779
	Iteration 4Q: 3 clusters Score -508649.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -508742.093750 Penalty: 2802.998779
	Iteration 5Q: 3 clusters Score -508742.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -508829.343750 Penalty: 2802.998779
	Iteration 6Q: 3 clusters Score -508829.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -508912.000000 Penalty: 2802.998779
	Iteration 7Q: 3 clusters Score -508912 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -509008.562500 Penalty: 2802.998779
	Iteration 8Q: 3 clusters Score -509008.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -509100.593750 Penalty: 2802.998779
	Iteration 9Q: 3 clusters Score -509100.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -509180.875000 Penalty: 2802.998779
	Iteration 10Q: 3 clusters Score -509180.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -509263.750000 Penalty: 2802.998779
	Iteration 11Q: 3 clusters Score -509263.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -509333.000000 Penalty: 2802.998779
	Iteration 12Q: 3 clusters Score -509333 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -509411.906250 Penalty: 2802.998779
	Iteration 13Q: 3 clusters Score -509411.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -509492.062500 Penalty: 2802.998779
	Iteration 14Q: 3 clusters Score -509492.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -509556.906250 Penalty: 2802.998779
	Iteration 15Q: 3 clusters Score -509556.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -509631.281250 Penalty: 2802.998779
	Iteration 16Q: 3 clusters Score -509631.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -509711.406250 Penalty: 2802.998779
	Iteration 17Q: 3 clusters Score -509711.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -509792.781250 Penalty: 2802.998779
	Iteration 18Q: 3 clusters Score -509792.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -509867.187500 Penalty: 2802.998779
	Iteration 19Q: 3 clusters Score -509867.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -509927.906250 Penalty: 2802.998779
	Iteration 20F: 3 clusters Score -509927.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -509990.937500 Penalty: 2802.998779
	Iteration 21Q: 3 clusters Score -509990.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -510033.843750 Penalty: 2802.998779
	Iteration 22Q: 3 clusters Score -510033.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -510076.906250 Penalty: 2802.998779
	Iteration 23Q: 3 clusters Score -510076.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -510118.593750 Penalty: 2802.998779
	Iteration 24Q: 3 clusters Score -510118.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -510155.937500 Penalty: 2802.998779
	Iteration 25Q: 3 clusters Score -510155.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -510204.281250 Penalty: 2802.998779
	Iteration 26Q: 3 clusters Score -510204.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -510241.218750 Penalty: 2802.998779
	Iteration 27Q: 3 clusters Score -510241.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -510273.000000 Penalty: 2802.998779
	Iteration 28Q: 3 clusters Score -510273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -510302.281250 Penalty: 2802.998779
	Iteration 29Q: 3 clusters Score -510302.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -510322.875000 Penalty: 2802.998779
	Iteration 30Q: 3 clusters Score -510322.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -510336.468750 Penalty: 2802.998779
	Iteration 31Q: 3 clusters Score -510336.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -510344.968750 Penalty: 2802.998779
	Iteration 32Q: 3 clusters Score -510345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -510348.093750 Penalty: 2802.998779
	Iteration 33Q: 3 clusters Score -510348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -510354.843750 Penalty: 2802.998779
	Iteration 34Q: 3 clusters Score -510354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -510363.031250 Penalty: 2802.998779
	Iteration 35Q: 3 clusters Score -510363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -510372.656250 Penalty: 2802.998779
	Iteration 36Q: 3 clusters Score -510372.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -510381.687500 Penalty: 2802.998779
	Iteration 37Q: 3 clusters Score -510381.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -510390.468750 Penalty: 2802.998779
	Iteration 38Q: 3 clusters Score -510390.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -510403.093750 Penalty: 2802.998779
	Iteration 39Q: 3 clusters Score -510403.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -510413.218750 Penalty: 2802.998779
	Iteration 40F: 3 clusters Score -510413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -510416.968750 Penalty: 2802.998779
	Iteration 41Q: 3 clusters Score -510417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -510421.875000 Penalty: 2802.998779
	Iteration 42Q: 3 clusters Score -510421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -510427.531250 Penalty: 2802.998779
	Iteration 43Q: 3 clusters Score -510427.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -510432.281250 Penalty: 2802.998779
	Iteration 44Q: 3 clusters Score -510432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -510439.656250 Penalty: 2802.998779
	Iteration 45Q: 3 clusters Score -510439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -510444.531250 Penalty: 2802.998779
	Iteration 46Q: 3 clusters Score -510444.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -510451.062500 Penalty: 2802.998779
	Iteration 47Q: 3 clusters Score -510451.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -510458.625000 Penalty: 2802.998779
	Iteration 48Q: 3 clusters Score -510458.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -510464.281250 Penalty: 2802.998779
	Iteration 49Q: 3 clusters Score -510464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -510466.875000 Penalty: 2802.998779
	Iteration 50Q: 3 clusters Score -510466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -510467.937500 Penalty: 2802.998779
	Iteration 51Q: 3 clusters Score -510467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -510468.812500 Penalty: 2802.998779
	Iteration 52Q: 3 clusters Score -510468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -510468.812500 Penalty: 2802.998779
	Iteration 53F: 3 clusters Score -510468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -214371.687500 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -214371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -212038.890625 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -212038.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -212575.343750 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -212575.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -212733.484375 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -212733.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -212833.828125 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -212833.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -212903.468750 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -212903.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -212959.593750 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -212959.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -213010.968750 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -213011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -213056.671875 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -213056.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -213110.843750 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -213110.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -213180.046875 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -213180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -213265.328125 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -213265.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -213340.531250 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -213340.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -213407.156250 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -213407.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -213469.250000 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -213469.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -213535.578125 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -213535.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -213595.687500 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -213595.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -213647.078125 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -213647.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -213683.906250 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -213683.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -213715.968750 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -213716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -213735.906250 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -213735.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -213746.656250 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -213746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -213754.062500 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -213754.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -213761.562500 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -213761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -213766.484375 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -213766.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -213770.921875 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -213770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -213772.859375 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -213772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213774.859375 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -213774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213783.281250 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -213783.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -213789.781250 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -213789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -213794.468750 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -213794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -213800.531250 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -213800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -213803.984375 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -213804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -213807.203125 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -213807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -213811.953125 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -213812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -213815.515625 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -213815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -213816.671875 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -213816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -213820.250000 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -213820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213822.921875 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -213822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213825.812500 Penalty: 2524.223145
	Iteration 38Q: 3 clusters Score -213825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -213828.031250 Penalty: 2524.223145
	Iteration 39Q: 3 clusters Score -213828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -213828.281250 Penalty: 2524.223145
	Iteration 40F: 3 clusters Score -213828.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -505701.000000 Penalty: 1401.090088
	Iteration 0F: 2 clusters Score -505701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -501376.500000 Penalty: 2802.180176
	Iteration 0F: 3 clusters Score -501376.5 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -502827.375000 Penalty: 2802.180176
	Iteration 1F: 3 clusters Score -502827.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -503179.875000 Penalty: 2802.180176
	Iteration 2F: 3 clusters Score -503179.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -503403.468750 Penalty: 2802.180176
	Iteration 3F: 3 clusters Score -503403.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -503603.656250 Penalty: 2802.180176
	Iteration 4F: 3 clusters Score -503603.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -503761.593750 Penalty: 2802.180176
	Iteration 5Q: 3 clusters Score -503761.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -503890.687500 Penalty: 2802.180176
	Iteration 6Q: 3 clusters Score -503890.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -503984.656250 Penalty: 2802.180176
	Iteration 7Q: 3 clusters Score -503984.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -504074.843750 Penalty: 2802.180176
	Iteration 8Q: 3 clusters Score -504074.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -504166.281250 Penalty: 2802.180176
	Iteration 9Q: 3 clusters Score -504166.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -504259.937500 Penalty: 2802.180176
	Iteration 10Q: 3 clusters Score -504259.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -504352.531250 Penalty: 2802.180176
	Iteration 11Q: 3 clusters Score -504352.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -504433.687500 Penalty: 2802.180176
	Iteration 12Q: 3 clusters Score -504433.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -504504.656250 Penalty: 2802.180176
	Iteration 13Q: 3 clusters Score -504504.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -504558.093750 Penalty: 2802.180176
	Iteration 14Q: 3 clusters Score -504558.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -504599.468750 Penalty: 2802.180176
	Iteration 15Q: 3 clusters Score -504599.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -504632.062500 Penalty: 2802.180176
	Iteration 16Q: 3 clusters Score -504632.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -504649.875000 Penalty: 2802.180176
	Iteration 17Q: 3 clusters Score -504649.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -504657.187500 Penalty: 2802.180176
	Iteration 18Q: 3 clusters Score -504657.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -504665.531250 Penalty: 2802.180176
	Iteration 19Q: 3 clusters Score -504665.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -504670.000000 Penalty: 2802.180176
	Iteration 20F: 3 clusters Score -504670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -504673.093750 Penalty: 2802.180176
	Iteration 21Q: 3 clusters Score -504673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -504675.875000 Penalty: 2802.180176
	Iteration 22Q: 3 clusters Score -504675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -504677.312500 Penalty: 2802.180176
	Iteration 23Q: 3 clusters Score -504677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -504679.625000 Penalty: 2802.180176
	Iteration 24Q: 3 clusters Score -504679.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -504681.000000 Penalty: 2802.180176
	Iteration 25Q: 3 clusters Score -504681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -504682.031250 Penalty: 2802.180176
	Iteration 26Q: 3 clusters Score -504682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -504683.562500 Penalty: 2802.180176
	Iteration 27Q: 3 clusters Score -504683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -504683.906250 Penalty: 2802.180176
	Iteration 28Q: 3 clusters Score -504683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -504683.500000 Penalty: 2802.180176
	Iteration 29Q: 3 clusters Score -504683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -504684.750000 Penalty: 2802.180176
	Iteration 30Q: 3 clusters Score -504684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -504685.218750 Penalty: 2802.180176
	Iteration 31Q: 3 clusters Score -504685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -504685.218750 Penalty: 2802.180176
	Iteration 32F: 3 clusters Score -504685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -262157.812500 Penalty: 1292.870483
	Iteration 0F: 2 clusters Score -262157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -259517.812500 Penalty: 2585.740967
	Iteration 0F: 3 clusters Score -259517.8 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -260225.093750 Penalty: 2585.740967
	Iteration 1F: 3 clusters Score -260225.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -260387.390625 Penalty: 2585.740967
	Iteration 2F: 3 clusters Score -260387.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -260491.875000 Penalty: 2585.740967
	Iteration 3F: 3 clusters Score -260491.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -260585.281250 Penalty: 2585.740967
	Iteration 4Q: 3 clusters Score -260585.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -260668.640625 Penalty: 2585.740967
	Iteration 5Q: 3 clusters Score -260668.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -260744.906250 Penalty: 2585.740967
	Iteration 6Q: 3 clusters Score -260744.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -260806.906250 Penalty: 2585.740967
	Iteration 7Q: 3 clusters Score -260806.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -260862.515625 Penalty: 2585.740967
	Iteration 8Q: 3 clusters Score -260862.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -260910.234375 Penalty: 2585.740967
	Iteration 9Q: 3 clusters Score -260910.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -260967.125000 Penalty: 2585.740967
	Iteration 10Q: 3 clusters Score -260967.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -261027.656250 Penalty: 2585.740967
	Iteration 11Q: 3 clusters Score -261027.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -261083.734375 Penalty: 2585.740967
	Iteration 12Q: 3 clusters Score -261083.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -261139.484375 Penalty: 2585.740967
	Iteration 13Q: 3 clusters Score -261139.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -261192.500000 Penalty: 2585.740967
	Iteration 14Q: 3 clusters Score -261192.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -261235.453125 Penalty: 2585.740967
	Iteration 15Q: 3 clusters Score -261235.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -261282.812500 Penalty: 2585.740967
	Iteration 16Q: 3 clusters Score -261282.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -261326.609375 Penalty: 2585.740967
	Iteration 17Q: 3 clusters Score -261326.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -261356.578125 Penalty: 2585.740967
	Iteration 18Q: 3 clusters Score -261356.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -261378.484375 Penalty: 2585.740967
	Iteration 19Q: 3 clusters Score -261378.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -261395.359375 Penalty: 2585.740967
	Iteration 20F: 3 clusters Score -261395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -261405.984375 Penalty: 2585.740967
	Iteration 21Q: 3 clusters Score -261406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -261422.609375 Penalty: 2585.740967
	Iteration 22Q: 3 clusters Score -261422.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -261437.406250 Penalty: 2585.740967
	Iteration 23Q: 3 clusters Score -261437.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -261450.406250 Penalty: 2585.740967
	Iteration 24Q: 3 clusters Score -261450.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -261468.328125 Penalty: 2585.740967
	Iteration 25Q: 3 clusters Score -261468.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -261479.921875 Penalty: 2585.740967
	Iteration 26Q: 3 clusters Score -261479.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261487.859375 Penalty: 2585.740967
	Iteration 27Q: 3 clusters Score -261487.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -261495.421875 Penalty: 2585.740967
	Iteration 28Q: 3 clusters Score -261495.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -261506.031250 Penalty: 2585.740967
	Iteration 29Q: 3 clusters Score -261506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -261516.171875 Penalty: 2585.740967
	Iteration 30Q: 3 clusters Score -261516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -261524.984375 Penalty: 2585.740967
	Iteration 31Q: 3 clusters Score -261525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -261532.234375 Penalty: 2585.740967
	Iteration 32Q: 3 clusters Score -261532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -261535.453125 Penalty: 2585.740967
	Iteration 33Q: 3 clusters Score -261535.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -261542.625000 Penalty: 2585.740967
	Iteration 34Q: 3 clusters Score -261542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -261546.375000 Penalty: 2585.740967
	Iteration 35Q: 3 clusters Score -261546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -261549.062500 Penalty: 2585.740967
	Iteration 36Q: 3 clusters Score -261549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261552.187500 Penalty: 2585.740967
	Iteration 37Q: 3 clusters Score -261552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -261555.140625 Penalty: 2585.740967
	Iteration 38Q: 3 clusters Score -261555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261557.421875 Penalty: 2585.740967
	Iteration 39Q: 3 clusters Score -261557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -261558.140625 Penalty: 2585.740967
	Iteration 40F: 3 clusters Score -261558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -261558.046875 Penalty: 2585.740967
	Iteration 41Q: 3 clusters Score -261558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -261558.250000 Penalty: 2585.740967
	Iteration 42Q: 3 clusters Score -261558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -261558.250000 Penalty: 2585.740967
	Iteration 43F: 3 clusters Score -261558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -95730.296875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -95730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -94228.273438 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -94228.27 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -94688.554688 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -94688.55 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -94886.468750 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -94886.47 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -95019.054688 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -95019.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -95172.203125 Penalty: 2312.035645
	Iteration 4F: 3 clusters Score -95172.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -95232.679688 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -95232.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -95273.375000 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -95273.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -95311.085938 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -95311.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -95341.000000 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -95341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -95363.046875 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -95363.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -95376.328125 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -95376.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -95399.453125 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -95399.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -95420.726562 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -95420.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -95424.632812 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -95424.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -95430.500000 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -95430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -95434.562500 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -95434.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -95439.914062 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -95439.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -95440.921875 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -95440.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -95441.976562 Penalty: 2312.035645
	Iteration 18F: 3 clusters Score -95441.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -95467.710938 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -95467.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -95481.195312 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -95481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -95485.812500 Penalty: 2312.035645
	Iteration 21Q: 3 clusters Score -95485.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -95488.445312 Penalty: 2312.035645
	Iteration 22Q: 3 clusters Score -95488.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -95489.015625 Penalty: 2312.035645
	Iteration 23Q: 3 clusters Score -95489.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -95489.695312 Penalty: 2312.035645
	Iteration 24Q: 3 clusters Score -95489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -95489.695312 Penalty: 2312.035645
	Iteration 25F: 3 clusters Score -95489.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -423329.937500 Penalty: 1374.713623
	Iteration 0F: 2 clusters Score -423329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -419529.906250 Penalty: 2749.427246
	Iteration 0F: 3 clusters Score -419529.9 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -420599.937500 Penalty: 2749.427246
	Iteration 1F: 3 clusters Score -420599.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -420863.500000 Penalty: 2749.427246
	Iteration 2F: 3 clusters Score -420863.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -421125.593750 Penalty: 2749.427246
	Iteration 3F: 3 clusters Score -421125.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -421400.406250 Penalty: 2749.427246
	Iteration 4F: 3 clusters Score -421400.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -421715.718750 Penalty: 2749.427246
	Iteration 5F: 3 clusters Score -421715.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -421993.218750 Penalty: 2749.427246
	Iteration 6F: 3 clusters Score -421993.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -422200.843750 Penalty: 2749.427246
	Iteration 7F: 3 clusters Score -422200.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -422403.375000 Penalty: 2749.427246
	Iteration 8Q: 3 clusters Score -422403.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -422562.562500 Penalty: 2749.427246
	Iteration 9Q: 3 clusters Score -422562.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -422656.500000 Penalty: 2749.427246
	Iteration 10Q: 3 clusters Score -422656.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -422720.562500 Penalty: 2749.427246
	Iteration 11Q: 3 clusters Score -422720.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -422757.625000 Penalty: 2749.427246
	Iteration 12Q: 3 clusters Score -422757.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -422791.468750 Penalty: 2749.427246
	Iteration 13Q: 3 clusters Score -422791.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -422844.343750 Penalty: 2749.427246
	Iteration 14Q: 3 clusters Score -422844.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -422904.406250 Penalty: 2749.427246
	Iteration 15Q: 3 clusters Score -422904.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -422948.937500 Penalty: 2749.427246
	Iteration 16Q: 3 clusters Score -422948.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -422988.500000 Penalty: 2749.427246
	Iteration 17Q: 3 clusters Score -422988.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -423021.250000 Penalty: 2749.427246
	Iteration 18Q: 3 clusters Score -423021.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -423047.750000 Penalty: 2749.427246
	Iteration 19Q: 3 clusters Score -423047.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423073.406250 Penalty: 2749.427246
	Iteration 20F: 3 clusters Score -423073.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -423086.625000 Penalty: 2749.427246
	Iteration 21Q: 3 clusters Score -423086.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -423094.500000 Penalty: 2749.427246
	Iteration 22Q: 3 clusters Score -423094.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -423099.437500 Penalty: 2749.427246
	Iteration 23Q: 3 clusters Score -423099.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -423103.312500 Penalty: 2749.427246
	Iteration 24Q: 3 clusters Score -423103.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -423105.968750 Penalty: 2749.427246
	Iteration 25Q: 3 clusters Score -423106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -423106.750000 Penalty: 2749.427246
	Iteration 26Q: 3 clusters Score -423106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -423108.875000 Penalty: 2749.427246
	Iteration 27Q: 3 clusters Score -423108.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -423109.000000 Penalty: 2749.427246
	Iteration 28Q: 3 clusters Score -423109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -423111.468750 Penalty: 2749.427246
	Iteration 29Q: 3 clusters Score -423111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -423111.031250 Penalty: 2749.427246
	Iteration 30Q: 3 clusters Score -423111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -423110.906250 Penalty: 2749.427246
	Iteration 31Q: 3 clusters Score -423110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -423110.968750 Penalty: 2749.427246
	Iteration 32Q: 3 clusters Score -423111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -423112.062500 Penalty: 2749.427246
	Iteration 33Q: 3 clusters Score -423112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -423111.875000 Penalty: 2749.427246
	Iteration 34Q: 3 clusters Score -423111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -423111.312500 Penalty: 2749.427246
	Iteration 35Q: 3 clusters Score -423111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -423111.750000 Penalty: 2749.427246
	Iteration 36Q: 3 clusters Score -423111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -423112.406250 Penalty: 2749.427246
	Iteration 37Q: 3 clusters Score -423112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423112.906250 Penalty: 2749.427246
	Iteration 38Q: 3 clusters Score -423112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -423112.750000 Penalty: 2749.427246
	Iteration 39Q: 3 clusters Score -423112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -423112.468750 Penalty: 2749.427246
	Iteration 40F: 3 clusters Score -423112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -423113.000000 Penalty: 2749.427246
	Iteration 41Q: 3 clusters Score -423113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -423113.156250 Penalty: 2749.427246
	Iteration 42Q: 3 clusters Score -423113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -423113.625000 Penalty: 2749.427246
	Iteration 43Q: 3 clusters Score -423113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -423113.625000 Penalty: 2749.427246
	Iteration 44F: 3 clusters Score -423113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Entering Unmasked Estep 
Score: -1975498.375000 Penalty: 1614.285522
	Iteration 0F: 2 clusters Score -1975498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1961507.875000 Penalty: 3228.571045
	Iteration 0F: 3 clusters Score -1961508 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1966610.375000 Penalty: 3228.571045
	Iteration 1F: 3 clusters Score -1966610 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1967002.500000 Penalty: 3228.571045
	Iteration 2Q: 3 clusters Score -1967002 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1967381.375000 Penalty: 3228.571045
	Iteration 3Q: 3 clusters Score -1967381 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1967794.750000 Penalty: 3228.571045
	Iteration 4Q: 3 clusters Score -1967795 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1968323.500000 Penalty: 3228.571045
	Iteration 5Q: 3 clusters Score -1968324 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1968995.625000 Penalty: 3228.571045
	Iteration 6F: 3 clusters Score -1968996 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1969894.500000 Penalty: 3228.571045
	Iteration 7F: 3 clusters Score -1969894 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1970995.750000 Penalty: 3228.571045
	Iteration 8F: 3 clusters Score -1970996 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1972152.000000 Penalty: 3228.571045
	Iteration 9F: 3 clusters Score -1972152 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1973109.250000 Penalty: 3228.571045
	Iteration 10Q: 3 clusters Score -1973109 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -1973629.375000 Penalty: 3228.571045
	Iteration 11Q: 3 clusters Score -1973629 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -1973860.375000 Penalty: 3228.571045
	Iteration 12Q: 3 clusters Score -1973860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -1973988.500000 Penalty: 3228.571045
	Iteration 13Q: 3 clusters Score -1973988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1974056.250000 Penalty: 3228.571045
	Iteration 14Q: 3 clusters Score -1974056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1974094.375000 Penalty: 3228.571045
	Iteration 15Q: 3 clusters Score -1974094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1974113.625000 Penalty: 3228.571045
	Iteration 16Q: 3 clusters Score -1974114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1974127.750000 Penalty: 3228.571045
	Iteration 17Q: 3 clusters Score -1974128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -1974136.125000 Penalty: 3228.571045
	Iteration 18Q: 3 clusters Score -1974136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1974145.125000 Penalty: 3228.571045
	Iteration 19Q: 3 clusters Score -1974145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1974158.000000 Penalty: 3228.571045
	Iteration 20F: 3 clusters Score -1974158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1974158.250000 Penalty: 3228.571045
	Iteration 21Q: 3 clusters Score -1974158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1974158.250000 Penalty: 3228.571045
	Iteration 22F: 3 clusters Score -1974158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Entering Unmasked Estep 
Score: -2210234.250000 Penalty: 1641.290039
	Iteration 0F: 2 clusters Score -2210234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2193909.250000 Penalty: 3282.580078
	Iteration 0F: 3 clusters Score -2193909 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2200366.500000 Penalty: 3282.580078
	Iteration 1F: 3 clusters Score -2200366 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2201098.250000 Penalty: 3282.580078
	Iteration 2F: 3 clusters Score -2201098 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2201906.750000 Penalty: 3282.580078
	Iteration 3F: 3 clusters Score -2201907 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2202624.250000 Penalty: 3282.580078
	Iteration 4F: 3 clusters Score -2202624 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2203298.500000 Penalty: 3282.580078
	Iteration 5F: 3 clusters Score -2203298 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2203884.250000 Penalty: 3282.580078
	Iteration 6Q: 3 clusters Score -2203884 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2204452.000000 Penalty: 3282.580078
	Iteration 7Q: 3 clusters Score -2204452 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2205036.500000 Penalty: 3282.580078
	Iteration 8Q: 3 clusters Score -2205036 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2205675.500000 Penalty: 3282.580078
	Iteration 9Q: 3 clusters Score -2205676 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2206256.250000 Penalty: 3282.580078
	Iteration 10Q: 3 clusters Score -2206256 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2206713.250000 Penalty: 3282.580078
	Iteration 11Q: 3 clusters Score -2206713 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2206989.750000 Penalty: 3282.580078
	Iteration 12Q: 3 clusters Score -2206990 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2207145.000000 Penalty: 3282.580078
	Iteration 13Q: 3 clusters Score -2207145 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2207244.250000 Penalty: 3282.580078
	Iteration 14Q: 3 clusters Score -2207244 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2207309.250000 Penalty: 3282.580078
	Iteration 15Q: 3 clusters Score -2207309 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2207365.250000 Penalty: 3282.580078
	Iteration 16Q: 3 clusters Score -2207365 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2207409.250000 Penalty: 3282.580078
	Iteration 17Q: 3 clusters Score -2207409 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2207435.750000 Penalty: 3282.580078
	Iteration 18Q: 3 clusters Score -2207436 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2207471.500000 Penalty: 3282.580078
	Iteration 19Q: 3 clusters Score -2207472 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2207509.250000 Penalty: 3282.580078
	Iteration 20F: 3 clusters Score -2207509 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2207554.750000 Penalty: 3282.580078
	Iteration 21Q: 3 clusters Score -2207555 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2207593.750000 Penalty: 3282.580078
	Iteration 22Q: 3 clusters Score -2207594 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2207619.750000 Penalty: 3282.580078
	Iteration 23Q: 3 clusters Score -2207620 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2207658.750000 Penalty: 3282.580078
	Iteration 24Q: 3 clusters Score -2207659 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2207704.250000 Penalty: 3282.580078
	Iteration 25Q: 3 clusters Score -2207704 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2207735.250000 Penalty: 3282.580078
	Iteration 26Q: 3 clusters Score -2207735 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2207788.000000 Penalty: 3282.580078
	Iteration 27Q: 3 clusters Score -2207788 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2207843.750000 Penalty: 3282.580078
	Iteration 28Q: 3 clusters Score -2207844 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2207894.250000 Penalty: 3282.580078
	Iteration 29Q: 3 clusters Score -2207894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2207951.500000 Penalty: 3282.580078
	Iteration 30Q: 3 clusters Score -2207952 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2208004.750000 Penalty: 3282.580078
	Iteration 31Q: 3 clusters Score -2208005 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2208052.500000 Penalty: 3282.580078
	Iteration 32Q: 3 clusters Score -2208052 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2208124.500000 Penalty: 3282.580078
	Iteration 33Q: 3 clusters Score -2208124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2208195.750000 Penalty: 3282.580078
	Iteration 34Q: 3 clusters Score -2208196 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2208268.250000 Penalty: 3282.580078
	Iteration 35Q: 3 clusters Score -2208268 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2208361.750000 Penalty: 3282.580078
	Iteration 36Q: 3 clusters Score -2208362 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2208443.250000 Penalty: 3282.580078
	Iteration 37Q: 3 clusters Score -2208443 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2208532.000000 Penalty: 3282.580078
	Iteration 38Q: 3 clusters Score -2208532 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2208617.000000 Penalty: 3282.580078
	Iteration 39Q: 3 clusters Score -2208617 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2208678.000000 Penalty: 3282.580078
	Iteration 40F: 3 clusters Score -2208678 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2208753.250000 Penalty: 3282.580078
	Iteration 41Q: 3 clusters Score -2208753 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2208814.750000 Penalty: 3282.580078
	Iteration 42Q: 3 clusters Score -2208815 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2208864.000000 Penalty: 3282.580078
	Iteration 43Q: 3 clusters Score -2208864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2208896.750000 Penalty: 3282.580078
	Iteration 44Q: 3 clusters Score -2208897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2208922.000000 Penalty: 3282.580078
	Iteration 45Q: 3 clusters Score -2208922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2208942.250000 Penalty: 3282.580078
	Iteration 46Q: 3 clusters Score -2208942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2208973.000000 Penalty: 3282.580078
	Iteration 47Q: 3 clusters Score -2208973 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2209000.750000 Penalty: 3282.580078
	Iteration 48Q: 3 clusters Score -2209001 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2209031.250000 Penalty: 3282.580078
	Iteration 49Q: 3 clusters Score -2209031 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2209056.500000 Penalty: 3282.580078
	Iteration 50Q: 3 clusters Score -2209056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2209078.500000 Penalty: 3282.580078
	Iteration 51Q: 3 clusters Score -2209078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2209098.500000 Penalty: 3282.580078
	Iteration 52Q: 3 clusters Score -2209098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2209115.750000 Penalty: 3282.580078
	Iteration 53Q: 3 clusters Score -2209116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2209127.750000 Penalty: 3282.580078
	Iteration 54Q: 3 clusters Score -2209128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2209144.500000 Penalty: 3282.580078
	Iteration 55Q: 3 clusters Score -2209144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2209158.750000 Penalty: 3282.580078
	Iteration 56Q: 3 clusters Score -2209159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2209178.750000 Penalty: 3282.580078
	Iteration 57Q: 3 clusters Score -2209179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2209195.000000 Penalty: 3282.580078
	Iteration 58Q: 3 clusters Score -2209195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2209204.000000 Penalty: 3282.580078
	Iteration 59Q: 3 clusters Score -2209204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2209214.250000 Penalty: 3282.580078
	Iteration 60F: 3 clusters Score -2209214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2209217.750000 Penalty: 3282.580078
	Iteration 61Q: 3 clusters Score -2209218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2209220.500000 Penalty: 3282.580078
	Iteration 62Q: 3 clusters Score -2209220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2209222.250000 Penalty: 3282.580078
	Iteration 63Q: 3 clusters Score -2209222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2209221.500000 Penalty: 3282.580078
	Iteration 64Q: 3 clusters Score -2209222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2209222.000000 Penalty: 3282.580078
	Iteration 65Q: 3 clusters Score -2209222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2209224.000000 Penalty: 3282.580078
	Iteration 66Q: 3 clusters Score -2209224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2209222.750000 Penalty: 3282.580078
	Iteration 67Q: 3 clusters Score -2209223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2209222.250000 Penalty: 3282.580078
	Iteration 68Q: 3 clusters Score -2209222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2209224.000000 Penalty: 3282.580078
	Iteration 69Q: 3 clusters Score -2209224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2209223.250000 Penalty: 3282.580078
	Iteration 70Q: 3 clusters Score -2209223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2209223.250000 Penalty: 3282.580078
	Iteration 71F: 3 clusters Score -2209223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -441404.375000 Penalty: 1378.456421
	Iteration 0F: 2 clusters Score -441404.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -437568.468750 Penalty: 2756.912842
	Iteration 0F: 3 clusters Score -437568.5 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -438787.187500 Penalty: 2756.912842
	Iteration 1F: 3 clusters Score -438787.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -439054.406250 Penalty: 2756.912842
	Iteration 2F: 3 clusters Score -439054.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -439277.343750 Penalty: 2756.912842
	Iteration 3F: 3 clusters Score -439277.3 nChanged 243
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: -439417.750000 Penalty: 2756.912842
	Iteration 4F: 3 clusters Score -439417.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -439530.156250 Penalty: 2756.912842
	Iteration 5Q: 3 clusters Score -439530.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -439632.250000 Penalty: 2756.912842
	Iteration 6Q: 3 clusters Score -439632.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -439757.125000 Penalty: 2756.912842
	Iteration 7Q: 3 clusters Score -439757.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -439889.687500 Penalty: 2756.912842
	Iteration 8Q: 3 clusters Score -439889.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -440069.843750 Penalty: 2756.912842
	Iteration 9Q: 3 clusters Score -440069.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -440222.906250 Penalty: 2756.912842
	Iteration 10Q: 3 clusters Score -440222.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -440358.312500 Penalty: 2756.912842
	Iteration 11Q: 3 clusters Score -440358.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -440477.687500 Penalty: 2756.912842
	Iteration 12Q: 3 clusters Score -440477.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -440536.406250 Penalty: 2756.912842
	Iteration 13Q: 3 clusters Score -440536.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -440573.156250 Penalty: 2756.912842
	Iteration 14Q: 3 clusters Score -440573.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -440591.937500 Penalty: 2756.912842
	Iteration 15Q: 3 clusters Score -440591.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -440608.343750 Penalty: 2756.912842
	Iteration 16Q: 3 clusters Score -440608.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -440621.468750 Penalty: 2756.912842
	Iteration 17Q: 3 clusters Score -440621.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -440632.062500 Penalty: 2756.912842
	Iteration 18Q: 3 clusters Score -440632.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -440640.375000 Penalty: 2756.912842
	Iteration 19Q: 3 clusters Score -440640.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -440647.625000 Penalty: 2756.912842
	Iteration 20F: 3 clusters Score -440647.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -440656.781250 Penalty: 2756.912842
	Iteration 21Q: 3 clusters Score -440656.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -440664.000000 Penalty: 2756.912842
	Iteration 22Q: 3 clusters Score -440664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -440670.093750 Penalty: 2756.912842
	Iteration 23Q: 3 clusters Score -440670.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -440673.875000 Penalty: 2756.912842
	Iteration 24Q: 3 clusters Score -440673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -440675.843750 Penalty: 2756.912842
	Iteration 25Q: 3 clusters Score -440675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -440679.187500 Penalty: 2756.912842
	Iteration 26Q: 3 clusters Score -440679.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -440681.968750 Penalty: 2756.912842
	Iteration 27Q: 3 clusters Score -440682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -440686.062500 Penalty: 2756.912842
	Iteration 28Q: 3 clusters Score -440686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -440689.343750 Penalty: 2756.912842
	Iteration 29Q: 3 clusters Score -440689.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -440691.906250 Penalty: 2756.912842
	Iteration 30Q: 3 clusters Score -440691.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -440693.562500 Penalty: 2756.912842
	Iteration 31Q: 3 clusters Score -440693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -440693.343750 Penalty: 2756.912842
	Iteration 32Q: 3 clusters Score -440693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -440694.343750 Penalty: 2756.912842
	Iteration 33Q: 3 clusters Score -440694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -440694.812500 Penalty: 2756.912842
	Iteration 34Q: 3 clusters Score -440694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -440696.187500 Penalty: 2756.912842
	Iteration 35Q: 3 clusters Score -440696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -440695.937500 Penalty: 2756.912842
	Iteration 36Q: 3 clusters Score -440695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -440696.000000 Penalty: 2756.912842
	Iteration 37Q: 3 clusters Score -440696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -440696.625000 Penalty: 2756.912842
	Iteration 38Q: 3 clusters Score -440696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -440697.875000 Penalty: 2756.912842
	Iteration 39Q: 3 clusters Score -440697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -440697.906250 Penalty: 2756.912842
	Iteration 40F: 3 clusters Score -440697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -440699.781250 Penalty: 2756.912842
	Iteration 41Q: 3 clusters Score -440699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -440702.468750 Penalty: 2756.912842
	Iteration 42Q: 3 clusters Score -440702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -440702.312500 Penalty: 2756.912842
	Iteration 43Q: 3 clusters Score -440702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -440704.468750 Penalty: 2756.912842
	Iteration 44Q: 3 clusters Score -440704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -440704.687500 Penalty: 2756.912842
	Iteration 45Q: 3 clusters Score -440704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -440704.343750 Penalty: 2756.912842
	Iteration 46Q: 3 clusters Score -440704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -440704.343750 Penalty: 2756.912842
	Iteration 47F: 3 clusters Score -440704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -133266.687500 Penalty: 1207.007568
	Iteration 0F: 2 clusters Score -133266.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -131418.812500 Penalty: 2414.015137
	Iteration 0F: 3 clusters Score -131418.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -131887.921875 Penalty: 2414.015137
	Iteration 1F: 3 clusters Score -131887.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -132087.437500 Penalty: 2414.015137
	Iteration 2F: 3 clusters Score -132087.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -132261.796875 Penalty: 2414.015137
	Iteration 3F: 3 clusters Score -132261.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -132444.000000 Penalty: 2414.015137
	Iteration 4F: 3 clusters Score -132444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132627.703125 Penalty: 2414.015137
	Iteration 5F: 3 clusters Score -132627.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132860.140625 Penalty: 2414.015137
	Iteration 6F: 3 clusters Score -132860.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -132984.328125 Penalty: 2414.015137
	Iteration 7Q: 3 clusters Score -132984.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -133045.937500 Penalty: 2414.015137
	Iteration 8Q: 3 clusters Score -133045.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -133077.953125 Penalty: 2414.015137
	Iteration 9Q: 3 clusters Score -133078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -133103.281250 Penalty: 2414.015137
	Iteration 10Q: 3 clusters Score -133103.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133111.500000 Penalty: 2414.015137
	Iteration 11Q: 3 clusters Score -133111.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -133119.500000 Penalty: 2414.015137
	Iteration 12Q: 3 clusters Score -133119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -133129.484375 Penalty: 2414.015137
	Iteration 13Q: 3 clusters Score -133129.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133146.093750 Penalty: 2414.015137
	Iteration 14Q: 3 clusters Score -133146.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -133154.343750 Penalty: 2414.015137
	Iteration 15Q: 3 clusters Score -133154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133160.093750 Penalty: 2414.015137
	Iteration 16Q: 3 clusters Score -133160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -133163.640625 Penalty: 2414.015137
	Iteration 17Q: 3 clusters Score -133163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -133165.046875 Penalty: 2414.015137
	Iteration 18Q: 3 clusters Score -133165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -133165.578125 Penalty: 2414.015137
	Iteration 19Q: 3 clusters Score -133165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -133166.812500 Penalty: 2414.015137
	Iteration 20F: 3 clusters Score -133166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135156.156250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -133378.984375 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133379 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133739.109375 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133739.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133847.406250 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133847.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133894.390625 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133894.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -133924.000000 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -133945.906250 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133945.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -133966.250000 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133966.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -133985.875000 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -133985.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -133997.343750 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -133997.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -134012.796875 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -134012.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134029.296875 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -134029.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134042.640625 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -134042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -134052.828125 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -134052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134061.187500 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -134061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -134066.125000 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -134066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134069.171875 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -134069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134071.390625 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -134071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -134071.656250 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -134071.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -134071.656250 Penalty: 2374.404541
	Iteration 18F: 3 clusters Score -134071.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -222854.015625 Penalty: 1267.059814
	Iteration 0F: 2 clusters Score -222854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -220462.562500 Penalty: 2534.119629
	Iteration 0F: 3 clusters Score -220462.6 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -220981.359375 Penalty: 2534.119629
	Iteration 1F: 3 clusters Score -220981.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -221113.609375 Penalty: 2534.119629
	Iteration 2F: 3 clusters Score -221113.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -221219.046875 Penalty: 2534.119629
	Iteration 3F: 3 clusters Score -221219 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -221296.640625 Penalty: 2534.119629
	Iteration 4Q: 3 clusters Score -221296.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -221369.656250 Penalty: 2534.119629
	Iteration 5Q: 3 clusters Score -221369.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -221425.093750 Penalty: 2534.119629
	Iteration 6Q: 3 clusters Score -221425.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -221465.093750 Penalty: 2534.119629
	Iteration 7Q: 3 clusters Score -221465.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -221500.578125 Penalty: 2534.119629
	Iteration 8Q: 3 clusters Score -221500.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -221532.453125 Penalty: 2534.119629
	Iteration 9Q: 3 clusters Score -221532.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -221573.828125 Penalty: 2534.119629
	Iteration 10Q: 3 clusters Score -221573.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -221621.375000 Penalty: 2534.119629
	Iteration 11Q: 3 clusters Score -221621.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -221654.406250 Penalty: 2534.119629
	Iteration 12Q: 3 clusters Score -221654.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -221686.843750 Penalty: 2534.119629
	Iteration 13Q: 3 clusters Score -221686.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -221712.703125 Penalty: 2534.119629
	Iteration 14Q: 3 clusters Score -221712.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -221732.609375 Penalty: 2534.119629
	Iteration 15Q: 3 clusters Score -221732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -221741.750000 Penalty: 2534.119629
	Iteration 16Q: 3 clusters Score -221741.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -221751.671875 Penalty: 2534.119629
	Iteration 17Q: 3 clusters Score -221751.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -221760.937500 Penalty: 2534.119629
	Iteration 18Q: 3 clusters Score -221760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -221773.437500 Penalty: 2534.119629
	Iteration 19Q: 3 clusters Score -221773.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -221786.421875 Penalty: 2534.119629
	Iteration 20F: 3 clusters Score -221786.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -221793.968750 Penalty: 2534.119629
	Iteration 21Q: 3 clusters Score -221794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -221801.781250 Penalty: 2534.119629
	Iteration 22Q: 3 clusters Score -221801.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -221810.296875 Penalty: 2534.119629
	Iteration 23Q: 3 clusters Score -221810.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -221819.375000 Penalty: 2534.119629
	Iteration 24Q: 3 clusters Score -221819.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -221828.828125 Penalty: 2534.119629
	Iteration 25Q: 3 clusters Score -221828.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -221841.828125 Penalty: 2534.119629
	Iteration 26Q: 3 clusters Score -221841.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -221849.234375 Penalty: 2534.119629
	Iteration 27Q: 3 clusters Score -221849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -221856.328125 Penalty: 2534.119629
	Iteration 28Q: 3 clusters Score -221856.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -221862.250000 Penalty: 2534.119629
	Iteration 29Q: 3 clusters Score -221862.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -221866.562500 Penalty: 2534.119629
	Iteration 30Q: 3 clusters Score -221866.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -221868.375000 Penalty: 2534.119629
	Iteration 31Q: 3 clusters Score -221868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -221870.859375 Penalty: 2534.119629
	Iteration 32Q: 3 clusters Score -221870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -221871.781250 Penalty: 2534.119629
	Iteration 33Q: 3 clusters Score -221871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -221873.203125 Penalty: 2534.119629
	Iteration 34Q: 3 clusters Score -221873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -221874.609375 Penalty: 2534.119629
	Iteration 35Q: 3 clusters Score -221874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -221874.828125 Penalty: 2534.119629
	Iteration 36Q: 3 clusters Score -221874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -221876.687500 Penalty: 2534.119629
	Iteration 37Q: 3 clusters Score -221876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -221878.687500 Penalty: 2534.119629
	Iteration 38Q: 3 clusters Score -221878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -221881.500000 Penalty: 2534.119629
	Iteration 39Q: 3 clusters Score -221881.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -221881.734375 Penalty: 2534.119629
	Iteration 40F: 3 clusters Score -221881.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -80886.164062 Penalty: 1118.229248
	Iteration 0F: 2 clusters Score -80886.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79485.789062 Penalty: 2236.458496
	Iteration 0F: 3 clusters Score -79485.79 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -79768.039062 Penalty: 2236.458496
	Iteration 1F: 3 clusters Score -79768.04 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -79866.796875 Penalty: 2236.458496
	Iteration 2F: 3 clusters Score -79866.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -79912.117188 Penalty: 2236.458496
	Iteration 3Q: 3 clusters Score -79912.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -79939.710938 Penalty: 2236.458496
	Iteration 4Q: 3 clusters Score -79939.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -79967.304688 Penalty: 2236.458496
	Iteration 5Q: 3 clusters Score -79967.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -79994.945312 Penalty: 2236.458496
	Iteration 6Q: 3 clusters Score -79994.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -80006.312500 Penalty: 2236.458496
	Iteration 7Q: 3 clusters Score -80006.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -80029.695312 Penalty: 2236.458496
	Iteration 8Q: 3 clusters Score -80029.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -80054.929688 Penalty: 2236.458496
	Iteration 9Q: 3 clusters Score -80054.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -80071.812500 Penalty: 2236.458496
	Iteration 10Q: 3 clusters Score -80071.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -80079.156250 Penalty: 2236.458496
	Iteration 11Q: 3 clusters Score -80079.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -80084.210938 Penalty: 2236.458496
	Iteration 12Q: 3 clusters Score -80084.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -80086.085938 Penalty: 2236.458496
	Iteration 13Q: 3 clusters Score -80086.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -80086.085938 Penalty: 2236.458496
	Iteration 14F: 3 clusters Score -80086.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -350699.062500 Penalty: 1339.148315
	Iteration 0F: 2 clusters Score -350699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -347498.718750 Penalty: 2678.296631
	Iteration 0F: 3 clusters Score -347498.7 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -348297.812500 Penalty: 2678.296631
	Iteration 1F: 3 clusters Score -348297.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -348440.125000 Penalty: 2678.296631
	Iteration 2F: 3 clusters Score -348440.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -348541.375000 Penalty: 2678.296631
	Iteration 3Q: 3 clusters Score -348541.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -348617.468750 Penalty: 2678.296631
	Iteration 4Q: 3 clusters Score -348617.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -348678.593750 Penalty: 2678.296631
	Iteration 5Q: 3 clusters Score -348678.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -348732.812500 Penalty: 2678.296631
	Iteration 6Q: 3 clusters Score -348732.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -348785.093750 Penalty: 2678.296631
	Iteration 7Q: 3 clusters Score -348785.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -348829.218750 Penalty: 2678.296631
	Iteration 8Q: 3 clusters Score -348829.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -348870.656250 Penalty: 2678.296631
	Iteration 9Q: 3 clusters Score -348870.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -348905.312500 Penalty: 2678.296631
	Iteration 10Q: 3 clusters Score -348905.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -348937.375000 Penalty: 2678.296631
	Iteration 11Q: 3 clusters Score -348937.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -348962.812500 Penalty: 2678.296631
	Iteration 12Q: 3 clusters Score -348962.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -348991.937500 Penalty: 2678.296631
	Iteration 13Q: 3 clusters Score -348991.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -349021.312500 Penalty: 2678.296631
	Iteration 14Q: 3 clusters Score -349021.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -349048.406250 Penalty: 2678.296631
	Iteration 15Q: 3 clusters Score -349048.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -349071.500000 Penalty: 2678.296631
	Iteration 16Q: 3 clusters Score -349071.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -349097.187500 Penalty: 2678.296631
	Iteration 17Q: 3 clusters Score -349097.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -349130.468750 Penalty: 2678.296631
	Iteration 18Q: 3 clusters Score -349130.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -349162.687500 Penalty: 2678.296631
	Iteration 19Q: 3 clusters Score -349162.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -349201.531250 Penalty: 2678.296631
	Iteration 20F: 3 clusters Score -349201.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -349264.687500 Penalty: 2678.296631
	Iteration 21Q: 3 clusters Score -349264.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -349349.500000 Penalty: 2678.296631
	Iteration 22Q: 3 clusters Score -349349.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -349448.000000 Penalty: 2678.296631
	Iteration 23Q: 3 clusters Score -349448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -349538.812500 Penalty: 2678.296631
	Iteration 24Q: 3 clusters Score -349538.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -349591.281250 Penalty: 2678.296631
	Iteration 25Q: 3 clusters Score -349591.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -349623.156250 Penalty: 2678.296631
	Iteration 26Q: 3 clusters Score -349623.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -349636.281250 Penalty: 2678.296631
	Iteration 27Q: 3 clusters Score -349636.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -349650.812500 Penalty: 2678.296631
	Iteration 28Q: 3 clusters Score -349650.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -349659.281250 Penalty: 2678.296631
	Iteration 29Q: 3 clusters Score -349659.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -349670.125000 Penalty: 2678.296631
	Iteration 30Q: 3 clusters Score -349670.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -349682.312500 Penalty: 2678.296631
	Iteration 31Q: 3 clusters Score -349682.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -349691.375000 Penalty: 2678.296631
	Iteration 32Q: 3 clusters Score -349691.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -349700.375000 Penalty: 2678.296631
	Iteration 33Q: 3 clusters Score -349700.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -349711.687500 Penalty: 2678.296631
	Iteration 34Q: 3 clusters Score -349711.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -349725.031250 Penalty: 2678.296631
	Iteration 35Q: 3 clusters Score -349725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -349741.593750 Penalty: 2678.296631
	Iteration 36Q: 3 clusters Score -349741.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -349760.937500 Penalty: 2678.296631
	Iteration 37Q: 3 clusters Score -349760.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -349778.125000 Penalty: 2678.296631
	Iteration 38Q: 3 clusters Score -349778.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -349795.781250 Penalty: 2678.296631
	Iteration 39Q: 3 clusters Score -349795.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -349820.937500 Penalty: 2678.296631
	Iteration 40F: 3 clusters Score -349820.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -349859.906250 Penalty: 2678.296631
	Iteration 41Q: 3 clusters Score -349859.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -349902.656250 Penalty: 2678.296631
	Iteration 42Q: 3 clusters Score -349902.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -349969.093750 Penalty: 2678.296631
	Iteration 43Q: 3 clusters Score -349969.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -350061.906250 Penalty: 2678.296631
	Iteration 44Q: 3 clusters Score -350061.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -350164.843750 Penalty: 2678.296631
	Iteration 45Q: 3 clusters Score -350164.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -350241.250000 Penalty: 2678.296631
	Iteration 46Q: 3 clusters Score -350241.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -350294.187500 Penalty: 2678.296631
	Iteration 47Q: 3 clusters Score -350294.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -350336.875000 Penalty: 2678.296631
	Iteration 48Q: 3 clusters Score -350336.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -350364.875000 Penalty: 2678.296631
	Iteration 49Q: 3 clusters Score -350364.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -350390.343750 Penalty: 2678.296631
	Iteration 50Q: 3 clusters Score -350390.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -350411.593750 Penalty: 2678.296631
	Iteration 51Q: 3 clusters Score -350411.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -350426.062500 Penalty: 2678.296631
	Iteration 52Q: 3 clusters Score -350426.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -350441.093750 Penalty: 2678.296631
	Iteration 53Q: 3 clusters Score -350441.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -350447.843750 Penalty: 2678.296631
	Iteration 54Q: 3 clusters Score -350447.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -350453.656250 Penalty: 2678.296631
	Iteration 55Q: 3 clusters Score -350453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -350457.437500 Penalty: 2678.296631
	Iteration 56Q: 3 clusters Score -350457.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -350459.968750 Penalty: 2678.296631
	Iteration 57Q: 3 clusters Score -350460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -350462.593750 Penalty: 2678.296631
	Iteration 58Q: 3 clusters Score -350462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -350463.625000 Penalty: 2678.296631
	Iteration 59Q: 3 clusters Score -350463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -350465.187500 Penalty: 2678.296631
	Iteration 60F: 3 clusters Score -350465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -350464.906250 Penalty: 2678.296631
	Iteration 61Q: 3 clusters Score -350464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -350464.812500 Penalty: 2678.296631
	Iteration 62Q: 3 clusters Score -350464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -350465.656250 Penalty: 2678.296631
	Iteration 63Q: 3 clusters Score -350465.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -350466.343750 Penalty: 2678.296631
	Iteration 64Q: 3 clusters Score -350466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -350466.937500 Penalty: 2678.296631
	Iteration 65Q: 3 clusters Score -350466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -350467.593750 Penalty: 2678.296631
	Iteration 66Q: 3 clusters Score -350467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -350467.593750 Penalty: 2678.296631
	Iteration 67F: 3 clusters Score -350467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -339116.750000 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -339116.8 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 1818 members 
Entering Unmasked Estep 
Score: -335916.937500 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -335916.9 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -336799.281250 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -336799.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -336993.500000 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -336993.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -337110.218750 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -337110.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -337194.250000 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -337194.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -337265.218750 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -337265.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -337323.218750 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -337323.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -337374.906250 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -337374.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -337428.156250 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -337428.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -337478.843750 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -337478.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -337521.218750 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -337521.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -337547.093750 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -337547.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -337579.531250 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -337579.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -337611.968750 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -337612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -337639.531250 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -337639.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -337659.500000 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -337659.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -337697.343750 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -337697.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -337727.312500 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -337727.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -337748.406250 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -337748.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -337770.562500 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -337770.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -337791.250000 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -337791.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -337807.187500 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -337807.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -337820.562500 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -337820.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -337837.406250 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -337837.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -337856.187500 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -337856.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -337882.375000 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -337882.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -337897.468750 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -337897.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -337904.687500 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -337904.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -337914.843750 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -337914.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -337925.062500 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -337925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -337931.437500 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -337931.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -337939.375000 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -337939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -337946.406250 Penalty: 2668.996582
	Iteration 32Q: 3 clusters Score -337946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -337953.562500 Penalty: 2668.996582
	Iteration 33Q: 3 clusters Score -337953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -337959.656250 Penalty: 2668.996582
	Iteration 34Q: 3 clusters Score -337959.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -337965.718750 Penalty: 2668.996582
	Iteration 35Q: 3 clusters Score -337965.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -337972.000000 Penalty: 2668.996582
	Iteration 36Q: 3 clusters Score -337972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -337973.468750 Penalty: 2668.996582
	Iteration 37Q: 3 clusters Score -337973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -337976.843750 Penalty: 2668.996582
	Iteration 38Q: 3 clusters Score -337976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -337976.718750 Penalty: 2668.996582
	Iteration 39Q: 3 clusters Score -337976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -337977.125000 Penalty: 2668.996582
	Iteration 40F: 3 clusters Score -337977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -143338.906250 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -143338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -141546.296875 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -141546.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -141878.359375 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -141878.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -141957.937500 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -141957.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -142004.718750 Penalty: 2386.823730
	Iteration 3Q: 3 clusters Score -142004.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -142039.859375 Penalty: 2386.823730
	Iteration 4Q: 3 clusters Score -142039.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -142053.984375 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -142054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -142061.500000 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -142061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142068.468750 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -142068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142074.953125 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -142075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142079.343750 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -142079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -142080.406250 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -142080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -142081.953125 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -142082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -142083.875000 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -142083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142086.093750 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -142086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142090.875000 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -142090.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -142098.109375 Penalty: 2386.823730
	Iteration 15Q: 3 clusters Score -142098.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -142103.546875 Penalty: 2386.823730
	Iteration 16Q: 3 clusters Score -142103.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -142107.406250 Penalty: 2386.823730
	Iteration 17Q: 3 clusters Score -142107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -142110.906250 Penalty: 2386.823730
	Iteration 18Q: 3 clusters Score -142110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142113.843750 Penalty: 2386.823730
	Iteration 19Q: 3 clusters Score -142113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142116.437500 Penalty: 2386.823730
	Iteration 20F: 3 clusters Score -142116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142120.234375 Penalty: 2386.823730
	Iteration 21Q: 3 clusters Score -142120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142123.796875 Penalty: 2386.823730
	Iteration 22Q: 3 clusters Score -142123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142126.921875 Penalty: 2386.823730
	Iteration 23Q: 3 clusters Score -142126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -142128.937500 Penalty: 2386.823730
	Iteration 24Q: 3 clusters Score -142128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -142129.812500 Penalty: 2386.823730
	Iteration 25Q: 3 clusters Score -142129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -142130.562500 Penalty: 2386.823730
	Iteration 26Q: 3 clusters Score -142130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -142130.562500 Penalty: 2386.823730
	Iteration 27F: 3 clusters Score -142130.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -100291.320312 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -100291.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98756.164062 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -98756.16 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99012.031250 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -99012.03 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99098.101562 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -99098.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99137.500000 Penalty: 2278.644531
	Iteration 3Q: 3 clusters Score -99137.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99160.203125 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -99160.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -99177.289062 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -99177.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99195.539062 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -99195.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99215.789062 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -99215.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -99230.070312 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -99230.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -99236.640625 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -99236.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99244.000000 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -99244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -99249.734375 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -99249.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99255.031250 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -99255.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99260.828125 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -99260.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -99263.585938 Penalty: 2278.644531
	Iteration 14Q: 3 clusters Score -99263.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99265.515625 Penalty: 2278.644531
	Iteration 15Q: 3 clusters Score -99265.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -99267.476562 Penalty: 2278.644531
	Iteration 16Q: 3 clusters Score -99267.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99269.953125 Penalty: 2278.644531
	Iteration 17Q: 3 clusters Score -99269.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99272.921875 Penalty: 2278.644531
	Iteration 18Q: 3 clusters Score -99272.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99282.828125 Penalty: 2278.644531
	Iteration 19Q: 3 clusters Score -99282.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -99289.539062 Penalty: 2278.644531
	Iteration 20F: 3 clusters Score -99289.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -99291.773438 Penalty: 2278.644531
	Iteration 21Q: 3 clusters Score -99291.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -99292.742188 Penalty: 2278.644531
	Iteration 22Q: 3 clusters Score -99292.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -99293.468750 Penalty: 2278.644531
	Iteration 23Q: 3 clusters Score -99293.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99294.992188 Penalty: 2278.644531
	Iteration 24Q: 3 clusters Score -99294.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99294.992188 Penalty: 2278.644531
	Iteration 25F: 3 clusters Score -99294.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -417405.343750 Penalty: 1365.908569
	Iteration 0F: 2 clusters Score -417405.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -413748.468750 Penalty: 2731.817139
	Iteration 0F: 3 clusters Score -413748.5 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -414710.343750 Penalty: 2731.817139
	Iteration 1F: 3 clusters Score -414710.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -414873.406250 Penalty: 2731.817139
	Iteration 2F: 3 clusters Score -414873.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -415023.625000 Penalty: 2731.817139
	Iteration 3F: 3 clusters Score -415023.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -415151.968750 Penalty: 2731.817139
	Iteration 4Q: 3 clusters Score -415152 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -415260.968750 Penalty: 2731.817139
	Iteration 5Q: 3 clusters Score -415261 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -415360.718750 Penalty: 2731.817139
	Iteration 6Q: 3 clusters Score -415360.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -415450.687500 Penalty: 2731.817139
	Iteration 7Q: 3 clusters Score -415450.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -415530.218750 Penalty: 2731.817139
	Iteration 8Q: 3 clusters Score -415530.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -415617.343750 Penalty: 2731.817139
	Iteration 9Q: 3 clusters Score -415617.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -415699.750000 Penalty: 2731.817139
	Iteration 10Q: 3 clusters Score -415699.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -415787.156250 Penalty: 2731.817139
	Iteration 11Q: 3 clusters Score -415787.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -415869.406250 Penalty: 2731.817139
	Iteration 12Q: 3 clusters Score -415869.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -415933.281250 Penalty: 2731.817139
	Iteration 13Q: 3 clusters Score -415933.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -415979.718750 Penalty: 2731.817139
	Iteration 14Q: 3 clusters Score -415979.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -416030.718750 Penalty: 2731.817139
	Iteration 15Q: 3 clusters Score -416030.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -416082.625000 Penalty: 2731.817139
	Iteration 16Q: 3 clusters Score -416082.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -416125.187500 Penalty: 2731.817139
	Iteration 17Q: 3 clusters Score -416125.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -416156.000000 Penalty: 2731.817139
	Iteration 18Q: 3 clusters Score -416156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -416169.250000 Penalty: 2731.817139
	Iteration 19Q: 3 clusters Score -416169.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -416182.531250 Penalty: 2731.817139
	Iteration 20F: 3 clusters Score -416182.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -416192.406250 Penalty: 2731.817139
	Iteration 21Q: 3 clusters Score -416192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -416199.187500 Penalty: 2731.817139
	Iteration 22Q: 3 clusters Score -416199.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -416206.437500 Penalty: 2731.817139
	Iteration 23Q: 3 clusters Score -416206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -416212.656250 Penalty: 2731.817139
	Iteration 24Q: 3 clusters Score -416212.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -416216.562500 Penalty: 2731.817139
	Iteration 25Q: 3 clusters Score -416216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -416220.062500 Penalty: 2731.817139
	Iteration 26Q: 3 clusters Score -416220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -416226.593750 Penalty: 2731.817139
	Iteration 27Q: 3 clusters Score -416226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -416231.906250 Penalty: 2731.817139
	Iteration 28Q: 3 clusters Score -416231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -416239.437500 Penalty: 2731.817139
	Iteration 29Q: 3 clusters Score -416239.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -416249.000000 Penalty: 2731.817139
	Iteration 30Q: 3 clusters Score -416249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -416258.937500 Penalty: 2731.817139
	Iteration 31Q: 3 clusters Score -416258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -416262.468750 Penalty: 2731.817139
	Iteration 32Q: 3 clusters Score -416262.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -416266.406250 Penalty: 2731.817139
	Iteration 33Q: 3 clusters Score -416266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -416266.937500 Penalty: 2731.817139
	Iteration 34Q: 3 clusters Score -416266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -416267.937500 Penalty: 2731.817139
	Iteration 35Q: 3 clusters Score -416267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -416269.312500 Penalty: 2731.817139
	Iteration 36Q: 3 clusters Score -416269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -416269.437500 Penalty: 2731.817139
	Iteration 37Q: 3 clusters Score -416269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -416269.437500 Penalty: 2731.817139
	Iteration 38F: 3 clusters Score -416269.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Entering Unmasked Estep 
Score: -1900423.125000 Penalty: 1609.121582
	Iteration 0F: 2 clusters Score -1900423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1886664.875000 Penalty: 3218.243164
	Iteration 0F: 3 clusters Score -1886665 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1891836.375000 Penalty: 3218.243164
	Iteration 1F: 3 clusters Score -1891836 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1892224.875000 Penalty: 3218.243164
	Iteration 2Q: 3 clusters Score -1892225 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1892731.750000 Penalty: 3218.243164
	Iteration 3F: 3 clusters Score -1892732 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1893547.625000 Penalty: 3218.243164
	Iteration 4F: 3 clusters Score -1893548 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1894789.750000 Penalty: 3218.243164
	Iteration 5F: 3 clusters Score -1894790 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1896172.625000 Penalty: 3218.243164
	Iteration 6F: 3 clusters Score -1896173 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1897308.250000 Penalty: 3218.243164
	Iteration 7F: 3 clusters Score -1897308 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1898029.125000 Penalty: 3218.243164
	Iteration 8Q: 3 clusters Score -1898029 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1898441.375000 Penalty: 3218.243164
	Iteration 9Q: 3 clusters Score -1898441 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1898668.875000 Penalty: 3218.243164
	Iteration 10Q: 3 clusters Score -1898669 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1898803.750000 Penalty: 3218.243164
	Iteration 11Q: 3 clusters Score -1898804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1898893.375000 Penalty: 3218.243164
	Iteration 12Q: 3 clusters Score -1898893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1898940.375000 Penalty: 3218.243164
	Iteration 13Q: 3 clusters Score -1898940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1898977.750000 Penalty: 3218.243164
	Iteration 14Q: 3 clusters Score -1898978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1898998.750000 Penalty: 3218.243164
	Iteration 15Q: 3 clusters Score -1898999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1899017.625000 Penalty: 3218.243164
	Iteration 16Q: 3 clusters Score -1899018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1899033.375000 Penalty: 3218.243164
	Iteration 17Q: 3 clusters Score -1899033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1899042.375000 Penalty: 3218.243164
	Iteration 18Q: 3 clusters Score -1899042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1899053.125000 Penalty: 3218.243164
	Iteration 19Q: 3 clusters Score -1899053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1899068.375000 Penalty: 3218.243164
	Iteration 20F: 3 clusters Score -1899068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1899080.500000 Penalty: 3218.243164
	Iteration 21Q: 3 clusters Score -1899080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1899088.250000 Penalty: 3218.243164
	Iteration 22Q: 3 clusters Score -1899088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1899099.625000 Penalty: 3218.243164
	Iteration 23Q: 3 clusters Score -1899100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1899101.125000 Penalty: 3218.243164
	Iteration 24Q: 3 clusters Score -1899101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1899106.000000 Penalty: 3218.243164
	Iteration 25Q: 3 clusters Score -1899106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1899105.875000 Penalty: 3218.243164
	Iteration 26Q: 3 clusters Score -1899106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1899109.250000 Penalty: 3218.243164
	Iteration 27Q: 3 clusters Score -1899109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1899111.125000 Penalty: 3218.243164
	Iteration 28Q: 3 clusters Score -1899111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1899113.500000 Penalty: 3218.243164
	Iteration 29Q: 3 clusters Score -1899114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1899115.125000 Penalty: 3218.243164
	Iteration 30Q: 3 clusters Score -1899115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1899115.000000 Penalty: 3218.243164
	Iteration 31Q: 3 clusters Score -1899115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1899115.750000 Penalty: 3218.243164
	Iteration 32Q: 3 clusters Score -1899116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1899115.750000 Penalty: 3218.243164
	Iteration 33F: 3 clusters Score -1899116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Entering Unmasked Estep 
Score: -731624.937500 Penalty: 1457.447144
	Iteration 0F: 2 clusters Score -731624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -725926.125000 Penalty: 2914.894287
	Iteration 0F: 3 clusters Score -725926.1 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -727750.937500 Penalty: 2914.894287
	Iteration 1F: 3 clusters Score -727750.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -728002.687500 Penalty: 2914.894287
	Iteration 2F: 3 clusters Score -728002.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -728191.937500 Penalty: 2914.894287
	Iteration 3F: 3 clusters Score -728191.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -728373.437500 Penalty: 2914.894287
	Iteration 4Q: 3 clusters Score -728373.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -728544.500000 Penalty: 2914.894287
	Iteration 5Q: 3 clusters Score -728544.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -728720.937500 Penalty: 2914.894287
	Iteration 6Q: 3 clusters Score -728720.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -728899.812500 Penalty: 2914.894287
	Iteration 7Q: 3 clusters Score -728899.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -729079.875000 Penalty: 2914.894287
	Iteration 8Q: 3 clusters Score -729079.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -729290.000000 Penalty: 2914.894287
	Iteration 9Q: 3 clusters Score -729290 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -729505.500000 Penalty: 2914.894287
	Iteration 10Q: 3 clusters Score -729505.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -729701.062500 Penalty: 2914.894287
	Iteration 11Q: 3 clusters Score -729701.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -729834.187500 Penalty: 2914.894287
	Iteration 12Q: 3 clusters Score -729834.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -729943.000000 Penalty: 2914.894287
	Iteration 13Q: 3 clusters Score -729943 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -730036.375000 Penalty: 2914.894287
	Iteration 14Q: 3 clusters Score -730036.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -730108.125000 Penalty: 2914.894287
	Iteration 15Q: 3 clusters Score -730108.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -730167.437500 Penalty: 2914.894287
	Iteration 16Q: 3 clusters Score -730167.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -730216.875000 Penalty: 2914.894287
	Iteration 17Q: 3 clusters Score -730216.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -730260.687500 Penalty: 2914.894287
	Iteration 18Q: 3 clusters Score -730260.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -730297.000000 Penalty: 2914.894287
	Iteration 19Q: 3 clusters Score -730297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -730331.687500 Penalty: 2914.894287
	Iteration 20F: 3 clusters Score -730331.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -730365.750000 Penalty: 2914.894287
	Iteration 21Q: 3 clusters Score -730365.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -730402.750000 Penalty: 2914.894287
	Iteration 22Q: 3 clusters Score -730402.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -730428.312500 Penalty: 2914.894287
	Iteration 23Q: 3 clusters Score -730428.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -730452.437500 Penalty: 2914.894287
	Iteration 24Q: 3 clusters Score -730452.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -730473.437500 Penalty: 2914.894287
	Iteration 25Q: 3 clusters Score -730473.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -730496.812500 Penalty: 2914.894287
	Iteration 26Q: 3 clusters Score -730496.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -730517.125000 Penalty: 2914.894287
	Iteration 27Q: 3 clusters Score -730517.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -730535.062500 Penalty: 2914.894287
	Iteration 28Q: 3 clusters Score -730535.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -730542.125000 Penalty: 2914.894287
	Iteration 29Q: 3 clusters Score -730542.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -730546.875000 Penalty: 2914.894287
	Iteration 30Q: 3 clusters Score -730546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -730549.125000 Penalty: 2914.894287
	Iteration 31Q: 3 clusters Score -730549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -730553.562500 Penalty: 2914.894287
	Iteration 32Q: 3 clusters Score -730553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -730556.875000 Penalty: 2914.894287
	Iteration 33Q: 3 clusters Score -730556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -730559.375000 Penalty: 2914.894287
	Iteration 34Q: 3 clusters Score -730559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -730563.187500 Penalty: 2914.894287
	Iteration 35Q: 3 clusters Score -730563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -730566.125000 Penalty: 2914.894287
	Iteration 36Q: 3 clusters Score -730566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -730567.937500 Penalty: 2914.894287
	Iteration 37Q: 3 clusters Score -730567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -730570.687500 Penalty: 2914.894287
	Iteration 38Q: 3 clusters Score -730570.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -730575.000000 Penalty: 2914.894287
	Iteration 39Q: 3 clusters Score -730575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -730577.750000 Penalty: 2914.894287
	Iteration 40F: 3 clusters Score -730577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -730579.500000 Penalty: 2914.894287
	Iteration 41Q: 3 clusters Score -730579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -730580.625000 Penalty: 2914.894287
	Iteration 42Q: 3 clusters Score -730580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -730581.437500 Penalty: 2914.894287
	Iteration 43Q: 3 clusters Score -730581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -730581.062500 Penalty: 2914.894287
	Iteration 44Q: 3 clusters Score -730581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -730581.062500 Penalty: 2914.894287
	Iteration 45F: 3 clusters Score -730581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Entering Unmasked Estep 
Score: -2180458.750000 Penalty: 1625.453247
	Iteration 0F: 2 clusters Score -2180459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2165395.500000 Penalty: 3250.906494
	Iteration 0F: 3 clusters Score -2165396 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2170966.000000 Penalty: 3250.906494
	Iteration 1F: 3 clusters Score -2170966 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2171270.750000 Penalty: 3250.906494
	Iteration 2Q: 3 clusters Score -2171271 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2171587.750000 Penalty: 3250.906494
	Iteration 3Q: 3 clusters Score -2171588 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2171949.000000 Penalty: 3250.906494
	Iteration 4Q: 3 clusters Score -2171949 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2172435.500000 Penalty: 3250.906494
	Iteration 5Q: 3 clusters Score -2172436 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2173130.500000 Penalty: 3250.906494
	Iteration 6F: 3 clusters Score -2173130 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2174051.750000 Penalty: 3250.906494
	Iteration 7F: 3 clusters Score -2174052 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2175243.750000 Penalty: 3250.906494
	Iteration 8F: 3 clusters Score -2175244 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2176579.250000 Penalty: 3250.906494
	Iteration 9F: 3 clusters Score -2176579 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2177593.750000 Penalty: 3250.906494
	Iteration 10Q: 3 clusters Score -2177594 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2178207.500000 Penalty: 3250.906494
	Iteration 11Q: 3 clusters Score -2178208 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2178471.750000 Penalty: 3250.906494
	Iteration 12Q: 3 clusters Score -2178472 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2178579.750000 Penalty: 3250.906494
	Iteration 13Q: 3 clusters Score -2178580 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2178639.750000 Penalty: 3250.906494
	Iteration 14Q: 3 clusters Score -2178640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2178671.500000 Penalty: 3250.906494
	Iteration 15Q: 3 clusters Score -2178672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2178684.000000 Penalty: 3250.906494
	Iteration 16Q: 3 clusters Score -2178684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2178700.000000 Penalty: 3250.906494
	Iteration 17Q: 3 clusters Score -2178700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2178714.750000 Penalty: 3250.906494
	Iteration 18Q: 3 clusters Score -2178715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2178723.250000 Penalty: 3250.906494
	Iteration 19Q: 3 clusters Score -2178723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2178733.750000 Penalty: 3250.906494
	Iteration 20F: 3 clusters Score -2178734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2178740.250000 Penalty: 3250.906494
	Iteration 21Q: 3 clusters Score -2178740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2178746.000000 Penalty: 3250.906494
	Iteration 22Q: 3 clusters Score -2178746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2178747.500000 Penalty: 3250.906494
	Iteration 23Q: 3 clusters Score -2178748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2178754.000000 Penalty: 3250.906494
	Iteration 24Q: 3 clusters Score -2178754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2178753.500000 Penalty: 3250.906494
	Iteration 25Q: 3 clusters Score -2178754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2178751.250000 Penalty: 3250.906494
	Iteration 26Q: 3 clusters Score -2178751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2178757.000000 Penalty: 3250.906494
	Iteration 27Q: 3 clusters Score -2178757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2178764.000000 Penalty: 3250.906494
	Iteration 28Q: 3 clusters Score -2178764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2178767.000000 Penalty: 3250.906494
	Iteration 29Q: 3 clusters Score -2178767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2178767.000000 Penalty: 3250.906494
	Iteration 30Q: 3 clusters Score -2178767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2178775.000000 Penalty: 3250.906494
	Iteration 31Q: 3 clusters Score -2178775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2178781.750000 Penalty: 3250.906494
	Iteration 32Q: 3 clusters Score -2178782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2178792.750000 Penalty: 3250.906494
	Iteration 33Q: 3 clusters Score -2178793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2178803.000000 Penalty: 3250.906494
	Iteration 34Q: 3 clusters Score -2178803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2178811.000000 Penalty: 3250.906494
	Iteration 35Q: 3 clusters Score -2178811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2178820.500000 Penalty: 3250.906494
	Iteration 36Q: 3 clusters Score -2178820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2178822.750000 Penalty: 3250.906494
	Iteration 37Q: 3 clusters Score -2178823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2178830.500000 Penalty: 3250.906494
	Iteration 38Q: 3 clusters Score -2178830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2178838.000000 Penalty: 3250.906494
	Iteration 39Q: 3 clusters Score -2178838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2178843.500000 Penalty: 3250.906494
	Iteration 40F: 3 clusters Score -2178844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2178851.250000 Penalty: 3250.906494
	Iteration 41Q: 3 clusters Score -2178851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2178851.000000 Penalty: 3250.906494
	Iteration 42Q: 3 clusters Score -2178851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2178858.250000 Penalty: 3250.906494
	Iteration 43Q: 3 clusters Score -2178858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2178871.750000 Penalty: 3250.906494
	Iteration 44Q: 3 clusters Score -2178872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2178872.000000 Penalty: 3250.906494
	Iteration 45Q: 3 clusters Score -2178872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2178877.500000 Penalty: 3250.906494
	Iteration 46Q: 3 clusters Score -2178878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2178890.750000 Penalty: 3250.906494
	Iteration 47Q: 3 clusters Score -2178891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2178899.500000 Penalty: 3250.906494
	Iteration 48Q: 3 clusters Score -2178900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2178904.500000 Penalty: 3250.906494
	Iteration 49Q: 3 clusters Score -2178904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2178910.250000 Penalty: 3250.906494
	Iteration 50Q: 3 clusters Score -2178910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2178913.500000 Penalty: 3250.906494
	Iteration 51Q: 3 clusters Score -2178914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2178914.500000 Penalty: 3250.906494
	Iteration 52Q: 3 clusters Score -2178914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2178925.250000 Penalty: 3250.906494
	Iteration 53Q: 3 clusters Score -2178925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2178933.750000 Penalty: 3250.906494
	Iteration 54Q: 3 clusters Score -2178934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2178944.000000 Penalty: 3250.906494
	Iteration 55Q: 3 clusters Score -2178944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2178946.750000 Penalty: 3250.906494
	Iteration 56Q: 3 clusters Score -2178947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2178951.250000 Penalty: 3250.906494
	Iteration 57Q: 3 clusters Score -2178951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2178952.250000 Penalty: 3250.906494
	Iteration 58Q: 3 clusters Score -2178952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2178955.000000 Penalty: 3250.906494
	Iteration 59Q: 3 clusters Score -2178955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2178962.750000 Penalty: 3250.906494
	Iteration 60F: 3 clusters Score -2178963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2178967.250000 Penalty: 3250.906494
	Iteration 61Q: 3 clusters Score -2178967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2178970.000000 Penalty: 3250.906494
	Iteration 62Q: 3 clusters Score -2178970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2178973.000000 Penalty: 3250.906494
	Iteration 63Q: 3 clusters Score -2178973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2178982.500000 Penalty: 3250.906494
	Iteration 64Q: 3 clusters Score -2178982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2178982.500000 Penalty: 3250.906494
	Iteration 65Q: 3 clusters Score -2178982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2178985.000000 Penalty: 3250.906494
	Iteration 66Q: 3 clusters Score -2178985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2178987.500000 Penalty: 3250.906494
	Iteration 67Q: 3 clusters Score -2178988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2178986.750000 Penalty: 3250.906494
	Iteration 68Q: 3 clusters Score -2178987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2178991.000000 Penalty: 3250.906494
	Iteration 69Q: 3 clusters Score -2178991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2178992.250000 Penalty: 3250.906494
	Iteration 70Q: 3 clusters Score -2178992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2178992.250000 Penalty: 3250.906494
	Iteration 71F: 3 clusters Score -2178992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Entering Unmasked Estep 
Score: -2214577.250000 Penalty: 1637.139771
	Iteration 0F: 2 clusters Score -2214577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2198446.500000 Penalty: 3274.279541
	Iteration 0F: 3 clusters Score -2198446 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2204301.250000 Penalty: 3274.279541
	Iteration 1F: 3 clusters Score -2204301 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2204764.000000 Penalty: 3274.279541
	Iteration 2F: 3 clusters Score -2204764 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2205222.250000 Penalty: 3274.279541
	Iteration 3Q: 3 clusters Score -2205222 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2205824.000000 Penalty: 3274.279541
	Iteration 4F: 3 clusters Score -2205824 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2206641.750000 Penalty: 3274.279541
	Iteration 5F: 3 clusters Score -2206642 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2207796.750000 Penalty: 3274.279541
	Iteration 6F: 3 clusters Score -2207797 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2209301.750000 Penalty: 3274.279541
	Iteration 7F: 3 clusters Score -2209302 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2210754.000000 Penalty: 3274.279541
	Iteration 8F: 3 clusters Score -2210754 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2211824.000000 Penalty: 3274.279541
	Iteration 9Q: 3 clusters Score -2211824 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2212476.250000 Penalty: 3274.279541
	Iteration 10Q: 3 clusters Score -2212476 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2212827.000000 Penalty: 3274.279541
	Iteration 11Q: 3 clusters Score -2212827 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2213054.250000 Penalty: 3274.279541
	Iteration 12Q: 3 clusters Score -2213054 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2213201.250000 Penalty: 3274.279541
	Iteration 13Q: 3 clusters Score -2213201 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2213316.000000 Penalty: 3274.279541
	Iteration 14Q: 3 clusters Score -2213316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2213382.000000 Penalty: 3274.279541
	Iteration 15Q: 3 clusters Score -2213382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2213423.750000 Penalty: 3274.279541
	Iteration 16Q: 3 clusters Score -2213424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2213454.500000 Penalty: 3274.279541
	Iteration 17Q: 3 clusters Score -2213454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2213475.750000 Penalty: 3274.279541
	Iteration 18Q: 3 clusters Score -2213476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2213496.250000 Penalty: 3274.279541
	Iteration 19Q: 3 clusters Score -2213496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2213510.000000 Penalty: 3274.279541
	Iteration 20F: 3 clusters Score -2213510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2213519.750000 Penalty: 3274.279541
	Iteration 21Q: 3 clusters Score -2213520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2213526.000000 Penalty: 3274.279541
	Iteration 22Q: 3 clusters Score -2213526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2213529.500000 Penalty: 3274.279541
	Iteration 23Q: 3 clusters Score -2213530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2213534.250000 Penalty: 3274.279541
	Iteration 24Q: 3 clusters Score -2213534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2213537.750000 Penalty: 3274.279541
	Iteration 25Q: 3 clusters Score -2213538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2213536.750000 Penalty: 3274.279541
	Iteration 26Q: 3 clusters Score -2213537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2213537.250000 Penalty: 3274.279541
	Iteration 27Q: 3 clusters Score -2213537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2213539.500000 Penalty: 3274.279541
	Iteration 28Q: 3 clusters Score -2213540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2213538.000000 Penalty: 3274.279541
	Iteration 29Q: 3 clusters Score -2213538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2213541.250000 Penalty: 3274.279541
	Iteration 30Q: 3 clusters Score -2213541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2213540.000000 Penalty: 3274.279541
	Iteration 31Q: 3 clusters Score -2213540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2213542.250000 Penalty: 3274.279541
	Iteration 32Q: 3 clusters Score -2213542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2213545.250000 Penalty: 3274.279541
	Iteration 33Q: 3 clusters Score -2213545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2213544.750000 Penalty: 3274.279541
	Iteration 34Q: 3 clusters Score -2213545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2213548.250000 Penalty: 3274.279541
	Iteration 35Q: 3 clusters Score -2213548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2213551.000000 Penalty: 3274.279541
	Iteration 36Q: 3 clusters Score -2213551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2213553.250000 Penalty: 3274.279541
	Iteration 37Q: 3 clusters Score -2213553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2213556.750000 Penalty: 3274.279541
	Iteration 38Q: 3 clusters Score -2213557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2213558.500000 Penalty: 3274.279541
	Iteration 39Q: 3 clusters Score -2213558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2213559.750000 Penalty: 3274.279541
	Iteration 40F: 3 clusters Score -2213560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2213562.750000 Penalty: 3274.279541
	Iteration 41Q: 3 clusters Score -2213563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2213561.250000 Penalty: 3274.279541
	Iteration 42Q: 3 clusters Score -2213561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2213563.250000 Penalty: 3274.279541
	Iteration 43Q: 3 clusters Score -2213563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2213563.250000 Penalty: 3274.279541
	Iteration 44F: 3 clusters Score -2213563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -69634.234375 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -69634.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68332.132812 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -68332.13 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68568.953125 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -68568.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68632.796875 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -68632.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68658.687500 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -68658.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68666.257812 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -68666.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -68673.867188 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -68673.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68676.867188 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -68676.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68678.007812 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -68678.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68678.835938 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -68678.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68678.835938 Penalty: 2165.102783
	Iteration 9F: 3 clusters Score -68678.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -57783.296875 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -57783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56631.750000 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -56631.75 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56800.734375 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -56800.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56843.562500 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -56843.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56868.183594 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -56868.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56878.765625 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -56878.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56887.242188 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -56887.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56895.605469 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -56895.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56907.132812 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -56907.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56912.792969 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -56912.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56921.136719 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -56921.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56922.457031 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -56922.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56923.500000 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -56923.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56923.500000 Penalty: 2098.450195
	Iteration 12F: 3 clusters Score -56923.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -485317.406250 Penalty: 1388.056396
	Iteration 0F: 2 clusters Score -485317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -481244.281250 Penalty: 2776.112793
	Iteration 0F: 3 clusters Score -481244.3 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -482298.093750 Penalty: 2776.112793
	Iteration 1F: 3 clusters Score -482298.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -482486.281250 Penalty: 2776.112793
	Iteration 2F: 3 clusters Score -482486.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -482607.468750 Penalty: 2776.112793
	Iteration 3F: 3 clusters Score -482607.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -482687.312500 Penalty: 2776.112793
	Iteration 4Q: 3 clusters Score -482687.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -482753.093750 Penalty: 2776.112793
	Iteration 5Q: 3 clusters Score -482753.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -482827.625000 Penalty: 2776.112793
	Iteration 6Q: 3 clusters Score -482827.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -482907.406250 Penalty: 2776.112793
	Iteration 7Q: 3 clusters Score -482907.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -482988.187500 Penalty: 2776.112793
	Iteration 8Q: 3 clusters Score -482988.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -483071.812500 Penalty: 2776.112793
	Iteration 9Q: 3 clusters Score -483071.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -483165.437500 Penalty: 2776.112793
	Iteration 10Q: 3 clusters Score -483165.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -483275.468750 Penalty: 2776.112793
	Iteration 11Q: 3 clusters Score -483275.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -483382.500000 Penalty: 2776.112793
	Iteration 12Q: 3 clusters Score -483382.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -483479.000000 Penalty: 2776.112793
	Iteration 13Q: 3 clusters Score -483479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -483578.937500 Penalty: 2776.112793
	Iteration 14Q: 3 clusters Score -483578.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -483681.562500 Penalty: 2776.112793
	Iteration 15Q: 3 clusters Score -483681.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -483764.718750 Penalty: 2776.112793
	Iteration 16Q: 3 clusters Score -483764.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -483857.593750 Penalty: 2776.112793
	Iteration 17Q: 3 clusters Score -483857.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -483923.281250 Penalty: 2776.112793
	Iteration 18Q: 3 clusters Score -483923.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -483970.875000 Penalty: 2776.112793
	Iteration 19Q: 3 clusters Score -483970.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -484001.593750 Penalty: 2776.112793
	Iteration 20F: 3 clusters Score -484001.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -484022.000000 Penalty: 2776.112793
	Iteration 21Q: 3 clusters Score -484022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -484031.531250 Penalty: 2776.112793
	Iteration 22Q: 3 clusters Score -484031.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -484039.937500 Penalty: 2776.112793
	Iteration 23Q: 3 clusters Score -484039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -484043.625000 Penalty: 2776.112793
	Iteration 24Q: 3 clusters Score -484043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -484046.937500 Penalty: 2776.112793
	Iteration 25Q: 3 clusters Score -484046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -484051.781250 Penalty: 2776.112793
	Iteration 26Q: 3 clusters Score -484051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -484054.937500 Penalty: 2776.112793
	Iteration 27Q: 3 clusters Score -484054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -484054.937500 Penalty: 2776.112793
	Iteration 28F: 3 clusters Score -484054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 37851 members 
Mstep: Class 4 contains 40839 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 19732 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20621 members 
Mstep: Class 30 contains 24349 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19976 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 22088 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782936.000000 Penalty: 100859.070312
Iteration 399Q: 48 clusters Score -4.978294e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 3 contains 37838 members 
Mstep: Class 4 contains 40842 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45095 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17293 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9193 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 36999 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 24196 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19923 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 22533 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783260.000000 Penalty: 100859.070312
Iteration 400F: 48 clusters Score -4.978326e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 37787 members 
Mstep: Class 4 contains 40840 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45084 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17288 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40915 members 
Mstep: Class 21 contains 36462 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 24080 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19851 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 23331 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783284.000000 Penalty: 100859.070312
Iteration 401Q: 48 clusters Score -4.978328e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 37707 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 35966 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1681 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 19774 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 24165 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783712.000000 Penalty: 100859.070312
Iteration 402Q: 48 clusters Score -4.978371e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 3 contains 37631 members 
Mstep: Class 4 contains 40836 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45043 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40915 members 
Mstep: Class 21 contains 35490 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 23757 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1681 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19693 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 24997 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783840.000000 Penalty: 100859.070312
Iteration 403Q: 48 clusters Score -4.978384e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 37600 members 
Mstep: Class 4 contains 40834 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 45026 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17288 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9184 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40916 members 
Mstep: Class 21 contains 35066 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 23584 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1681 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19599 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 25752 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783972.000000 Penalty: 100859.070312
Iteration 404Q: 48 clusters Score -4.978397e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 37576 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 45026 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9172 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 34669 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20624 members 
Mstep: Class 30 contains 23406 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19494 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 26482 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784052.000000 Penalty: 100859.070312
Iteration 405Q: 48 clusters Score -4.978405e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 37506 members 
Mstep: Class 4 contains 40818 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 45035 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17291 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9172 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 34309 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 23230 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1680 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19394 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 27197 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784052.000000 Penalty: 100859.070312
Iteration 406Q: 48 clusters Score -4.978405e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 3686 members 
Mstep: Class 3 contains 37452 members 
Mstep: Class 4 contains 40822 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 45027 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17293 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 33974 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20622 members 
Mstep: Class 30 contains 23080 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1678 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19287 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 27858 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784104.000000 Penalty: 100859.070312
Iteration 407Q: 48 clusters Score -4.97841e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 37414 members 
Mstep: Class 4 contains 40820 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 45027 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17296 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9171 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 33664 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20622 members 
Mstep: Class 30 contains 22926 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1676 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19212 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 28443 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783852.000000 Penalty: 100859.070312
Iteration 408Q: 48 clusters Score -4.978385e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3671 members 
Mstep: Class 3 contains 37401 members 
Mstep: Class 4 contains 40817 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17301 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 33309 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20622 members 
Mstep: Class 30 contains 22783 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1676 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19125 members 
Mstep: Class 42 contains 7856 members 
Mstep: Class 43 contains 29034 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783708.000000 Penalty: 100859.070312
Iteration 409Q: 48 clusters Score -4.978371e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 37398 members 
Mstep: Class 4 contains 40814 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17303 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 32895 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 22680 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19064 members 
Mstep: Class 42 contains 7857 members 
Mstep: Class 43 contains 29615 members 
Mstep: Class 44 contains 23729 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783516.000000 Penalty: 100859.070312
Iteration 410Q: 48 clusters Score -4.978352e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 37377 members 
Mstep: Class 4 contains 40816 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 45025 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 17304 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40913 members 
Mstep: Class 21 contains 32460 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20624 members 
Mstep: Class 30 contains 22577 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19042 members 
Mstep: Class 42 contains 7857 members 
Mstep: Class 43 contains 30205 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783204.000000 Penalty: 100859.070312
Iteration 411Q: 48 clusters Score -4.97832e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 37361 members 
Mstep: Class 4 contains 40812 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 45021 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17305 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9197 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40911 members 
Mstep: Class 21 contains 31990 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20625 members 
Mstep: Class 30 contains 22488 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18990 members 
Mstep: Class 42 contains 7856 members 
Mstep: Class 43 contains 30831 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782948.000000 Penalty: 100859.070312
Iteration 412Q: 48 clusters Score -4.978295e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3662 members 
Mstep: Class 3 contains 37356 members 
Mstep: Class 4 contains 40812 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 45009 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17305 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9205 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 31487 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20628 members 
Mstep: Class 30 contains 22428 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18947 members 
Mstep: Class 42 contains 7853 members 
Mstep: Class 43 contains 31444 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782728.000000 Penalty: 100859.070312
Iteration 413Q: 48 clusters Score -4.978273e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 37360 members 
Mstep: Class 4 contains 40810 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 45007 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17311 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 9210 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40908 members 
Mstep: Class 21 contains 30950 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18913 members 
Mstep: Class 42 contains 7849 members 
Mstep: Class 43 contains 32040 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782700.000000 Penalty: 100859.070312
Iteration 414Q: 48 clusters Score -4.97827e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 3668 members 
Mstep: Class 3 contains 37373 members 
Mstep: Class 4 contains 40808 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 44997 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17312 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9216 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 30416 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 22362 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18889 members 
Mstep: Class 42 contains 7848 members 
Mstep: Class 43 contains 32617 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782600.000000 Penalty: 100859.070312
Iteration 415Q: 48 clusters Score -4.97826e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 37415 members 
Mstep: Class 4 contains 40806 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 44982 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17312 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19729 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40909 members 
Mstep: Class 21 contains 29860 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 22335 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 18851 members 
Mstep: Class 42 contains 7848 members 
Mstep: Class 43 contains 33204 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782596.000000 Penalty: 100859.070312
Iteration 416Q: 48 clusters Score -4.97826e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 37437 members 
Mstep: Class 4 contains 40802 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44963 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37633 members 
Mstep: Class 11 contains 17312 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19727 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 9234 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40912 members 
Mstep: Class 21 contains 29280 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20636 members 
Mstep: Class 30 contains 22296 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18808 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 33853 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782592.000000 Penalty: 100859.070312
Iteration 417Q: 48 clusters Score -4.978259e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 37448 members 
Mstep: Class 4 contains 40800 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44941 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17311 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9242 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40910 members 
Mstep: Class 21 contains 28647 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20638 members 
Mstep: Class 30 contains 22242 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18775 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 34575 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783308.000000 Penalty: 100859.070312
Iteration 418Q: 48 clusters Score -4.978331e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 3671 members 
Mstep: Class 3 contains 37374 members 
Mstep: Class 4 contains 40797 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 44923 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17308 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40916 members 
Mstep: Class 21 contains 27725 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 22151 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18739 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 35704 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784768.000000 Penalty: 100859.070312
Iteration 419Q: 48 clusters Score -4.978477e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 3671 members 
Mstep: Class 3 contains 37216 members 
Mstep: Class 4 contains 40793 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44922 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17304 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40918 members 
Mstep: Class 21 contains 26122 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20632 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18700 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 37649 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786484.000000 Penalty: 100859.070312
Iteration 420F: 48 clusters Score -4.978648e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 37132 members 
Mstep: Class 4 contains 40791 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44924 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 17303 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9255 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40918 members 
Mstep: Class 21 contains 23449 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 21890 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18669 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 40578 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784896.000000 Penalty: 100859.070312
Iteration 421Q: 48 clusters Score -4.97849e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 3676 members 
Mstep: Class 3 contains 37286 members 
Mstep: Class 4 contains 40784 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44963 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 17310 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9237 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40922 members 
Mstep: Class 21 contains 19878 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 21850 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18702 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 43983 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780296.000000 Penalty: 100859.070312
Iteration 422Q: 48 clusters Score -4.97803e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 37740 members 
Mstep: Class 4 contains 40777 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 45003 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37640 members 
Mstep: Class 11 contains 17308 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9204 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40924 members 
Mstep: Class 21 contains 17101 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 18952 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 45826 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777552.000000 Penalty: 100859.070312
Iteration 423Q: 48 clusters Score -4.977755e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3815 members 
Mstep: Class 3 contains 38234 members 
Mstep: Class 4 contains 40772 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 45057 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37644 members 
Mstep: Class 11 contains 17305 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 19725 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40927 members 
Mstep: Class 21 contains 15756 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 22245 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19203 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 46118 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776716.000000 Penalty: 100859.070312
Iteration 424Q: 48 clusters Score -4.977672e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 38587 members 
Mstep: Class 4 contains 40783 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 45086 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37645 members 
Mstep: Class 11 contains 17302 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19725 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9173 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40926 members 
Mstep: Class 21 contains 15221 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 22415 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19382 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 45877 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776812.000000 Penalty: 100859.070312
Iteration 425Q: 48 clusters Score -4.977681e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 38794 members 
Mstep: Class 4 contains 40794 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 45092 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37646 members 
Mstep: Class 11 contains 17296 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19724 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9159 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40924 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 22545 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19559 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 45421 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777168.000000 Penalty: 100859.070312
Iteration 426Q: 48 clusters Score -4.977717e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 38859 members 
Mstep: Class 4 contains 40809 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 45064 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17283 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19724 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9164 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40925 members 
Mstep: Class 21 contains 15207 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 22662 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 19702 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 45017 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777440.000000 Penalty: 100859.070312
Iteration 427Q: 48 clusters Score -4.977744e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 3 contains 38860 members 
Mstep: Class 4 contains 40816 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17274 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19724 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9165 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40927 members 
Mstep: Class 21 contains 15438 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 22735 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 19836 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 44573 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777788.000000 Penalty: 100859.070312
Iteration 428Q: 48 clusters Score -4.977779e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 38837 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45067 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17271 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19724 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40931 members 
Mstep: Class 21 contains 15779 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 22787 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19916 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 44093 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778076.000000 Penalty: 100859.070312
Iteration 429Q: 48 clusters Score -4.977808e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 38825 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45116 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17268 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19723 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40935 members 
Mstep: Class 21 contains 16167 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 22784 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19963 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 43628 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778472.000000 Penalty: 100859.070312
Iteration 430Q: 48 clusters Score -4.977847e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 38771 members 
Mstep: Class 4 contains 40833 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45178 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17265 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40938 members 
Mstep: Class 21 contains 16576 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 22776 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19998 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 43181 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778784.000000 Penalty: 100859.070312
Iteration 431Q: 48 clusters Score -4.977878e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 38761 members 
Mstep: Class 4 contains 40841 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45228 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 21 contains 17021 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22765 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 20016 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 42684 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779076.000000 Penalty: 100859.070312
Iteration 432Q: 48 clusters Score -4.977908e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3910 members 
Mstep: Class 3 contains 38700 members 
Mstep: Class 4 contains 40853 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17264 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40941 members 
Mstep: Class 21 contains 17500 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20630 members 
Mstep: Class 30 contains 22775 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 20019 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 42204 members 
Mstep: Class 44 contains 23742 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779420.000000 Penalty: 100859.070312
Iteration 433Q: 48 clusters Score -4.977942e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 38648 members 
Mstep: Class 4 contains 40850 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45307 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40942 members 
Mstep: Class 21 contains 18023 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20630 members 
Mstep: Class 30 contains 22768 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 20015 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 41705 members 
Mstep: Class 44 contains 23742 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779952.000000 Penalty: 100859.070312
Iteration 434Q: 48 clusters Score -4.977995e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 3905 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 40855 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45348 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9172 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40944 members 
Mstep: Class 21 contains 18548 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20630 members 
Mstep: Class 30 contains 22741 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 20002 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 41239 members 
Mstep: Class 44 contains 23743 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780292.000000 Penalty: 100859.070312
Iteration 435Q: 48 clusters Score -4.978029e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 38516 members 
Mstep: Class 4 contains 40861 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45383 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17261 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9175 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40944 members 
Mstep: Class 21 contains 19072 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20630 members 
Mstep: Class 30 contains 22696 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19963 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 40825 members 
Mstep: Class 44 contains 23744 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780672.000000 Penalty: 100859.070312
Iteration 436Q: 48 clusters Score -4.978067e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 38456 members 
Mstep: Class 4 contains 40862 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45413 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9175 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40944 members 
Mstep: Class 21 contains 19650 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22627 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19945 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 40367 members 
Mstep: Class 44 contains 23742 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781000.000000 Penalty: 100859.070312
Iteration 437Q: 48 clusters Score -4.9781e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 38404 members 
Mstep: Class 4 contains 40864 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45447 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40946 members 
Mstep: Class 21 contains 20205 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22562 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19915 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 39923 members 
Mstep: Class 44 contains 23741 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781336.000000 Penalty: 100859.070312
Iteration 438Q: 48 clusters Score -4.978134e+07 nChanged 984
Entering ConstructFrom: 
Score: -49781336.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (37070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Entering Unmasked Estep 
Score: -3646937.750000 Penalty: 1709.591553
	Iteration 0F: 2 clusters Score -3646938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3624528.000000 Penalty: 3419.183105
	Iteration 0F: 3 clusters Score -3624528 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3634094.500000 Penalty: 3419.183105
	Iteration 1F: 3 clusters Score -3634094 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3634590.250000 Penalty: 3419.183105
	Iteration 2Q: 3 clusters Score -3634590 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3635186.000000 Penalty: 3419.183105
	Iteration 3Q: 3 clusters Score -3635186 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3635946.500000 Penalty: 3419.183105
	Iteration 4Q: 3 clusters Score -3635946 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3637036.500000 Penalty: 3419.183105
	Iteration 5F: 3 clusters Score -3637036 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3638607.000000 Penalty: 3419.183105
	Iteration 6F: 3 clusters Score -3638607 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3640591.250000 Penalty: 3419.183105
	Iteration 7F: 3 clusters Score -3640591 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -3642764.750000 Penalty: 3419.183105
	Iteration 8F: 3 clusters Score -3642765 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3644670.000000 Penalty: 3419.183105
	Iteration 9F: 3 clusters Score -3644670 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -3645386.250000 Penalty: 3419.183105
	Iteration 10Q: 3 clusters Score -3645386 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -3645508.750000 Penalty: 3419.183105
	Iteration 11Q: 3 clusters Score -3645509 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -3645520.750000 Penalty: 3419.183105
	Iteration 12Q: 3 clusters Score -3645521 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -3645533.000000 Penalty: 3419.183105
	Iteration 13Q: 3 clusters Score -3645533 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3645573.000000 Penalty: 3419.183105
	Iteration 14Q: 3 clusters Score -3645573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3645596.000000 Penalty: 3419.183105
	Iteration 15Q: 3 clusters Score -3645596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3645607.500000 Penalty: 3419.183105
	Iteration 16Q: 3 clusters Score -3645608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3645622.250000 Penalty: 3419.183105
	Iteration 17Q: 3 clusters Score -3645622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -3645634.000000 Penalty: 3419.183105
	Iteration 18Q: 3 clusters Score -3645634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -3645643.750000 Penalty: 3419.183105
	Iteration 19Q: 3 clusters Score -3645644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -3645644.500000 Penalty: 3419.183105
	Iteration 20F: 3 clusters Score -3645644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -3645649.250000 Penalty: 3419.183105
	Iteration 21Q: 3 clusters Score -3645649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -3645652.500000 Penalty: 3419.183105
	Iteration 22Q: 3 clusters Score -3645652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -3645655.750000 Penalty: 3419.183105
	Iteration 23Q: 3 clusters Score -3645656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -3645657.250000 Penalty: 3419.183105
	Iteration 24Q: 3 clusters Score -3645657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -3645657.250000 Penalty: 3419.183105
	Iteration 25F: 3 clusters Score -3645657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -363704.468750 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -363704.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -360425.500000 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -360425.5 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -361218.843750 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -361218.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -361380.281250 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -361380.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -361483.187500 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -361483.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -361552.218750 Penalty: 2685.750732
	Iteration 4Q: 3 clusters Score -361552.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -361593.343750 Penalty: 2685.750732
	Iteration 5Q: 3 clusters Score -361593.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -361620.687500 Penalty: 2685.750732
	Iteration 6Q: 3 clusters Score -361620.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -361639.812500 Penalty: 2685.750732
	Iteration 7Q: 3 clusters Score -361639.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -361654.250000 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -361654.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -361668.562500 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -361668.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -361682.500000 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -361682.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -361696.937500 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -361696.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -361707.656250 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -361707.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -361717.906250 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -361717.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -361725.781250 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -361725.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -361733.156250 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -361733.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -361738.750000 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -361738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -361741.843750 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -361741.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -361747.218750 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -361747.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -361752.875000 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -361752.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -361757.062500 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -361757.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -361763.281250 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -361763.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -361771.281250 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -361771.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -361778.343750 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -361778.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -361784.281250 Penalty: 2685.750732
	Iteration 24Q: 3 clusters Score -361784.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -361788.625000 Penalty: 2685.750732
	Iteration 25Q: 3 clusters Score -361788.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -361794.937500 Penalty: 2685.750732
	Iteration 26Q: 3 clusters Score -361794.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -361803.468750 Penalty: 2685.750732
	Iteration 27Q: 3 clusters Score -361803.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -361815.937500 Penalty: 2685.750732
	Iteration 28Q: 3 clusters Score -361815.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -361826.625000 Penalty: 2685.750732
	Iteration 29Q: 3 clusters Score -361826.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -361836.687500 Penalty: 2685.750732
	Iteration 30Q: 3 clusters Score -361836.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -361849.187500 Penalty: 2685.750732
	Iteration 31Q: 3 clusters Score -361849.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -361869.250000 Penalty: 2685.750732
	Iteration 32Q: 3 clusters Score -361869.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -361897.218750 Penalty: 2685.750732
	Iteration 33Q: 3 clusters Score -361897.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -361924.125000 Penalty: 2685.750732
	Iteration 34Q: 3 clusters Score -361924.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -361946.468750 Penalty: 2685.750732
	Iteration 35Q: 3 clusters Score -361946.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -361964.187500 Penalty: 2685.750732
	Iteration 36Q: 3 clusters Score -361964.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -361985.531250 Penalty: 2685.750732
	Iteration 37Q: 3 clusters Score -361985.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -362008.156250 Penalty: 2685.750732
	Iteration 38Q: 3 clusters Score -362008.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -362034.593750 Penalty: 2685.750732
	Iteration 39Q: 3 clusters Score -362034.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -362062.875000 Penalty: 2685.750732
	Iteration 40F: 3 clusters Score -362062.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -362083.750000 Penalty: 2685.750732
	Iteration 41Q: 3 clusters Score -362083.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -362101.062500 Penalty: 2685.750732
	Iteration 42Q: 3 clusters Score -362101.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -362115.968750 Penalty: 2685.750732
	Iteration 43Q: 3 clusters Score -362116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -362134.562500 Penalty: 2685.750732
	Iteration 44Q: 3 clusters Score -362134.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -362152.750000 Penalty: 2685.750732
	Iteration 45Q: 3 clusters Score -362152.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -362168.625000 Penalty: 2685.750732
	Iteration 46Q: 3 clusters Score -362168.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -362181.437500 Penalty: 2685.750732
	Iteration 47Q: 3 clusters Score -362181.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -362198.593750 Penalty: 2685.750732
	Iteration 48Q: 3 clusters Score -362198.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -362212.906250 Penalty: 2685.750732
	Iteration 49Q: 3 clusters Score -362212.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -362232.062500 Penalty: 2685.750732
	Iteration 50Q: 3 clusters Score -362232.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -362249.062500 Penalty: 2685.750732
	Iteration 51Q: 3 clusters Score -362249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -362264.781250 Penalty: 2685.750732
	Iteration 52Q: 3 clusters Score -362264.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -362275.812500 Penalty: 2685.750732
	Iteration 53Q: 3 clusters Score -362275.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -362292.093750 Penalty: 2685.750732
	Iteration 54Q: 3 clusters Score -362292.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -362307.500000 Penalty: 2685.750732
	Iteration 55Q: 3 clusters Score -362307.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -362315.437500 Penalty: 2685.750732
	Iteration 56Q: 3 clusters Score -362315.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -362323.781250 Penalty: 2685.750732
	Iteration 57Q: 3 clusters Score -362323.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -362331.000000 Penalty: 2685.750732
	Iteration 58Q: 3 clusters Score -362331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -362340.968750 Penalty: 2685.750732
	Iteration 59Q: 3 clusters Score -362341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -362352.625000 Penalty: 2685.750732
	Iteration 60F: 3 clusters Score -362352.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -362363.500000 Penalty: 2685.750732
	Iteration 61Q: 3 clusters Score -362363.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -362374.906250 Penalty: 2685.750732
	Iteration 62Q: 3 clusters Score -362374.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -362386.187500 Penalty: 2685.750732
	Iteration 63Q: 3 clusters Score -362386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -362393.531250 Penalty: 2685.750732
	Iteration 64Q: 3 clusters Score -362393.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -362402.218750 Penalty: 2685.750732
	Iteration 65Q: 3 clusters Score -362402.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -362409.625000 Penalty: 2685.750732
	Iteration 66Q: 3 clusters Score -362409.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -362416.093750 Penalty: 2685.750732
	Iteration 67Q: 3 clusters Score -362416.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -362425.031250 Penalty: 2685.750732
	Iteration 68Q: 3 clusters Score -362425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -362434.562500 Penalty: 2685.750732
	Iteration 69Q: 3 clusters Score -362434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -362442.093750 Penalty: 2685.750732
	Iteration 70Q: 3 clusters Score -362442.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -362448.906250 Penalty: 2685.750732
	Iteration 71Q: 3 clusters Score -362448.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -362456.406250 Penalty: 2685.750732
	Iteration 72Q: 3 clusters Score -362456.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -362462.031250 Penalty: 2685.750732
	Iteration 73Q: 3 clusters Score -362462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -362470.156250 Penalty: 2685.750732
	Iteration 74Q: 3 clusters Score -362470.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -362475.531250 Penalty: 2685.750732
	Iteration 75Q: 3 clusters Score -362475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -362480.625000 Penalty: 2685.750732
	Iteration 76Q: 3 clusters Score -362480.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -362487.375000 Penalty: 2685.750732
	Iteration 77Q: 3 clusters Score -362487.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -362494.125000 Penalty: 2685.750732
	Iteration 78Q: 3 clusters Score -362494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -362497.531250 Penalty: 2685.750732
	Iteration 79Q: 3 clusters Score -362497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -362498.093750 Penalty: 2685.750732
	Iteration 80F: 3 clusters Score -362498.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Entering Unmasked Estep 
Score: -3586905.250000 Penalty: 1714.972168
	Iteration 0F: 2 clusters Score -3586905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3562368.000000 Penalty: 3429.944336
	Iteration 0F: 3 clusters Score -3562368 nChanged 17832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3572239.750000 Penalty: 3429.944336
	Iteration 1F: 3 clusters Score -3572240 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3572618.000000 Penalty: 3429.944336
	Iteration 2Q: 3 clusters Score -3572618 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3573000.750000 Penalty: 3429.944336
	Iteration 3Q: 3 clusters Score -3573001 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3573374.250000 Penalty: 3429.944336
	Iteration 4Q: 3 clusters Score -3573374 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3573798.500000 Penalty: 3429.944336
	Iteration 5Q: 3 clusters Score -3573798 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3574346.250000 Penalty: 3429.944336
	Iteration 6Q: 3 clusters Score -3574346 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3575230.500000 Penalty: 3429.944336
	Iteration 7Q: 3 clusters Score -3575230 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3576465.250000 Penalty: 3429.944336
	Iteration 8F: 3 clusters Score -3576465 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3578201.500000 Penalty: 3429.944336
	Iteration 9F: 3 clusters Score -3578202 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3580335.250000 Penalty: 3429.944336
	Iteration 10F: 3 clusters Score -3580335 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3582658.000000 Penalty: 3429.944336
	Iteration 11F: 3 clusters Score -3582658 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3583962.250000 Penalty: 3429.944336
	Iteration 12F: 3 clusters Score -3583962 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3584599.500000 Penalty: 3429.944336
	Iteration 13Q: 3 clusters Score -3584600 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3584904.750000 Penalty: 3429.944336
	Iteration 14Q: 3 clusters Score -3584905 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3585078.750000 Penalty: 3429.944336
	Iteration 15Q: 3 clusters Score -3585079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3585238.000000 Penalty: 3429.944336
	Iteration 16Q: 3 clusters Score -3585238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3585332.500000 Penalty: 3429.944336
	Iteration 17Q: 3 clusters Score -3585332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3585375.500000 Penalty: 3429.944336
	Iteration 18Q: 3 clusters Score -3585376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3585405.500000 Penalty: 3429.944336
	Iteration 19Q: 3 clusters Score -3585406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3585425.000000 Penalty: 3429.944336
	Iteration 20F: 3 clusters Score -3585425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3585439.500000 Penalty: 3429.944336
	Iteration 21Q: 3 clusters Score -3585440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3585454.750000 Penalty: 3429.944336
	Iteration 22Q: 3 clusters Score -3585455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3585456.500000 Penalty: 3429.944336
	Iteration 23Q: 3 clusters Score -3585456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3585460.000000 Penalty: 3429.944336
	Iteration 24Q: 3 clusters Score -3585460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3585461.750000 Penalty: 3429.944336
	Iteration 25Q: 3 clusters Score -3585462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3585469.500000 Penalty: 3429.944336
	Iteration 26Q: 3 clusters Score -3585470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3585472.500000 Penalty: 3429.944336
	Iteration 27Q: 3 clusters Score -3585472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3585482.750000 Penalty: 3429.944336
	Iteration 28Q: 3 clusters Score -3585483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3585484.750000 Penalty: 3429.944336
	Iteration 29Q: 3 clusters Score -3585485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3585488.500000 Penalty: 3429.944336
	Iteration 30Q: 3 clusters Score -3585488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3585493.000000 Penalty: 3429.944336
	Iteration 31Q: 3 clusters Score -3585493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3585493.000000 Penalty: 3429.944336
	Iteration 32Q: 3 clusters Score -3585493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3585490.000000 Penalty: 3429.944336
	Iteration 33Q: 3 clusters Score -3585490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3585490.000000 Penalty: 3429.944336
	Iteration 34Q: 3 clusters Score -3585490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3585492.250000 Penalty: 3429.944336
	Iteration 35Q: 3 clusters Score -3585492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3585492.250000 Penalty: 3429.944336
	Iteration 36F: 3 clusters Score -3585492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Entering Unmasked Estep 
Score: -3876955.750000 Penalty: 1725.433716
	Iteration 0F: 2 clusters Score -3876956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3852457.500000 Penalty: 3450.867432
	Iteration 0F: 3 clusters Score -3852458 nChanged 19020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3863465.750000 Penalty: 3450.867432
	Iteration 1F: 3 clusters Score -3863466 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3864383.250000 Penalty: 3450.867432
	Iteration 2F: 3 clusters Score -3864383 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3865747.000000 Penalty: 3450.867432
	Iteration 3F: 3 clusters Score -3865747 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3867788.750000 Penalty: 3450.867432
	Iteration 4F: 3 clusters Score -3867789 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3870503.000000 Penalty: 3450.867432
	Iteration 5F: 3 clusters Score -3870503 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -3873088.250000 Penalty: 3450.867432
	Iteration 6F: 3 clusters Score -3873088 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -3874466.500000 Penalty: 3450.867432
	Iteration 7F: 3 clusters Score -3874466 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -3875040.000000 Penalty: 3450.867432
	Iteration 8Q: 3 clusters Score -3875040 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -3875282.750000 Penalty: 3450.867432
	Iteration 9Q: 3 clusters Score -3875283 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -3875441.500000 Penalty: 3450.867432
	Iteration 10Q: 3 clusters Score -3875442 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -3875571.000000 Penalty: 3450.867432
	Iteration 11Q: 3 clusters Score -3875571 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -3875608.750000 Penalty: 3450.867432
	Iteration 12Q: 3 clusters Score -3875609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -3875636.000000 Penalty: 3450.867432
	Iteration 13Q: 3 clusters Score -3875636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -3875646.000000 Penalty: 3450.867432
	Iteration 14Q: 3 clusters Score -3875646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -3875659.250000 Penalty: 3450.867432
	Iteration 15Q: 3 clusters Score -3875659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3875667.500000 Penalty: 3450.867432
	Iteration 16Q: 3 clusters Score -3875668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -3875682.500000 Penalty: 3450.867432
	Iteration 17Q: 3 clusters Score -3875682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -3875679.500000 Penalty: 3450.867432
	Iteration 18Q: 3 clusters Score -3875680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -3875686.250000 Penalty: 3450.867432
	Iteration 19Q: 3 clusters Score -3875686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3875686.000000 Penalty: 3450.867432
	Iteration 20F: 3 clusters Score -3875686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -172412.765625 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -172412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170377.359375 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -170377.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -170837.156250 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -170837.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170934.906250 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -170934.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -171013.687500 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -171013.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -171096.062500 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -171096.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -171178.984375 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -171179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -171283.671875 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -171283.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -171377.343750 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -171377.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -171440.531250 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -171440.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -171515.750000 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -171515.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -171604.625000 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -171604.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -171673.140625 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -171673.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -171754.984375 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -171755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -171828.640625 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -171828.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -171905.281250 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -171905.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -171970.500000 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -171970.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -172023.265625 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -172023.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -172070.125000 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -172070.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -172098.171875 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -172098.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -172138.687500 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -172138.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -172158.281250 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -172158.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -172166.781250 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -172166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -172172.734375 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -172172.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -172175.546875 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -172175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -172176.984375 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -172177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -172177.765625 Penalty: 2456.856689
	Iteration 25Q: 3 clusters Score -172177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -172179.593750 Penalty: 2456.856689
	Iteration 26Q: 3 clusters Score -172179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -172180.562500 Penalty: 2456.856689
	Iteration 27Q: 3 clusters Score -172180.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -172181.375000 Penalty: 2456.856689
	Iteration 28Q: 3 clusters Score -172181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -172182.406250 Penalty: 2456.856689
	Iteration 29Q: 3 clusters Score -172182.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -172182.406250 Penalty: 2456.856689
	Iteration 30F: 3 clusters Score -172182.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -206738.937500 Penalty: 1272.250366
	Iteration 0F: 2 clusters Score -206738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -204298.484375 Penalty: 2544.500732
	Iteration 0F: 3 clusters Score -204298.5 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -204875.421875 Penalty: 2544.500732
	Iteration 1F: 3 clusters Score -204875.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -205052.203125 Penalty: 2544.500732
	Iteration 2F: 3 clusters Score -205052.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -205176.812500 Penalty: 2544.500732
	Iteration 3F: 3 clusters Score -205176.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -205304.843750 Penalty: 2544.500732
	Iteration 4F: 3 clusters Score -205304.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -205415.171875 Penalty: 2544.500732
	Iteration 5Q: 3 clusters Score -205415.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -205550.546875 Penalty: 2544.500732
	Iteration 6Q: 3 clusters Score -205550.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -205699.125000 Penalty: 2544.500732
	Iteration 7Q: 3 clusters Score -205699.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -205829.421875 Penalty: 2544.500732
	Iteration 8Q: 3 clusters Score -205829.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205930.828125 Penalty: 2544.500732
	Iteration 9Q: 3 clusters Score -205930.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -206020.093750 Penalty: 2544.500732
	Iteration 10Q: 3 clusters Score -206020.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -206068.828125 Penalty: 2544.500732
	Iteration 11Q: 3 clusters Score -206068.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -206104.062500 Penalty: 2544.500732
	Iteration 12Q: 3 clusters Score -206104.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -206131.718750 Penalty: 2544.500732
	Iteration 13Q: 3 clusters Score -206131.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -206154.046875 Penalty: 2544.500732
	Iteration 14Q: 3 clusters Score -206154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -206177.437500 Penalty: 2544.500732
	Iteration 15Q: 3 clusters Score -206177.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206192.000000 Penalty: 2544.500732
	Iteration 16Q: 3 clusters Score -206192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206199.500000 Penalty: 2544.500732
	Iteration 17Q: 3 clusters Score -206199.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -206203.671875 Penalty: 2544.500732
	Iteration 18Q: 3 clusters Score -206203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206206.796875 Penalty: 2544.500732
	Iteration 19Q: 3 clusters Score -206206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -206210.953125 Penalty: 2544.500732
	Iteration 20F: 3 clusters Score -206211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -206212.937500 Penalty: 2544.500732
	Iteration 21Q: 3 clusters Score -206212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -206214.406250 Penalty: 2544.500732
	Iteration 22Q: 3 clusters Score -206214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206215.937500 Penalty: 2544.500732
	Iteration 23Q: 3 clusters Score -206215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -206218.437500 Penalty: 2544.500732
	Iteration 24Q: 3 clusters Score -206218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -206220.078125 Penalty: 2544.500732
	Iteration 25Q: 3 clusters Score -206220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206222.109375 Penalty: 2544.500732
	Iteration 26Q: 3 clusters Score -206222.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -206224.937500 Penalty: 2544.500732
	Iteration 27Q: 3 clusters Score -206224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -206227.546875 Penalty: 2544.500732
	Iteration 28Q: 3 clusters Score -206227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -206230.343750 Penalty: 2544.500732
	Iteration 29Q: 3 clusters Score -206230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -206231.656250 Penalty: 2544.500732
	Iteration 30Q: 3 clusters Score -206231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -206232.984375 Penalty: 2544.500732
	Iteration 31Q: 3 clusters Score -206233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -206236.234375 Penalty: 2544.500732
	Iteration 32Q: 3 clusters Score -206236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -206239.968750 Penalty: 2544.500732
	Iteration 33Q: 3 clusters Score -206240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206243.500000 Penalty: 2544.500732
	Iteration 34Q: 3 clusters Score -206243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -206244.375000 Penalty: 2544.500732
	Iteration 35Q: 3 clusters Score -206244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -206245.296875 Penalty: 2544.500732
	Iteration 36Q: 3 clusters Score -206245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -206246.359375 Penalty: 2544.500732
	Iteration 37Q: 3 clusters Score -206246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -206246.218750 Penalty: 2544.500732
	Iteration 38Q: 3 clusters Score -206246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206246.843750 Penalty: 2544.500732
	Iteration 39Q: 3 clusters Score -206246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206248.796875 Penalty: 2544.500732
	Iteration 40F: 3 clusters Score -206248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -206249.375000 Penalty: 2544.500732
	Iteration 41Q: 3 clusters Score -206249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -206250.171875 Penalty: 2544.500732
	Iteration 42Q: 3 clusters Score -206250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -206251.031250 Penalty: 2544.500732
	Iteration 43Q: 3 clusters Score -206251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -206251.031250 Penalty: 2544.500732
	Iteration 44F: 3 clusters Score -206251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Entering Unmasked Estep 
Score: -4465743.000000 Penalty: 1742.770508
	Iteration 0F: 2 clusters Score -4465743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -4445580.000000 Penalty: 3485.541016
	Iteration 0F: 3 clusters Score -4445580 nChanged 21389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4457783.500000 Penalty: 3485.541016
	Iteration 1F: 3 clusters Score -4457784 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4458252.000000 Penalty: 3485.541016
	Iteration 2Q: 3 clusters Score -4458252 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4458716.000000 Penalty: 3485.541016
	Iteration 3Q: 3 clusters Score -4458716 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4459237.500000 Penalty: 3485.541016
	Iteration 4Q: 3 clusters Score -4459238 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -4459932.000000 Penalty: 3485.541016
	Iteration 5Q: 3 clusters Score -4459932 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4460897.500000 Penalty: 3485.541016
	Iteration 6F: 3 clusters Score -4460898 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4462320.000000 Penalty: 3485.541016
	Iteration 7F: 3 clusters Score -4462320 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4462941.500000 Penalty: 3485.541016
	Iteration 8F: 3 clusters Score -4462942 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -4463163.500000 Penalty: 3485.541016
	Iteration 9Q: 3 clusters Score -4463164 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -4463327.500000 Penalty: 3485.541016
	Iteration 10Q: 3 clusters Score -4463328 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4463497.500000 Penalty: 3485.541016
	Iteration 11Q: 3 clusters Score -4463498 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -4463611.500000 Penalty: 3485.541016
	Iteration 12Q: 3 clusters Score -4463612 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -4463772.000000 Penalty: 3485.541016
	Iteration 13Q: 3 clusters Score -4463772 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4463915.000000 Penalty: 3485.541016
	Iteration 14Q: 3 clusters Score -4463915 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -4463955.500000 Penalty: 3485.541016
	Iteration 15Q: 3 clusters Score -4463956 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -4464042.500000 Penalty: 3485.541016
	Iteration 16Q: 3 clusters Score -4464042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4464128.500000 Penalty: 3485.541016
	Iteration 17Q: 3 clusters Score -4464128 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -4464197.500000 Penalty: 3485.541016
	Iteration 18Q: 3 clusters Score -4464198 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -4464265.500000 Penalty: 3485.541016
	Iteration 19Q: 3 clusters Score -4464266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -4464318.000000 Penalty: 3485.541016
	Iteration 20F: 3 clusters Score -4464318 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -4464335.000000 Penalty: 3485.541016
	Iteration 21Q: 3 clusters Score -4464335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -4464361.000000 Penalty: 3485.541016
	Iteration 22Q: 3 clusters Score -4464361 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4464385.500000 Penalty: 3485.541016
	Iteration 23Q: 3 clusters Score -4464386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -4464395.000000 Penalty: 3485.541016
	Iteration 24Q: 3 clusters Score -4464395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -4464419.000000 Penalty: 3485.541016
	Iteration 25Q: 3 clusters Score -4464419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -4464444.500000 Penalty: 3485.541016
	Iteration 26Q: 3 clusters Score -4464444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -4464464.000000 Penalty: 3485.541016
	Iteration 27Q: 3 clusters Score -4464464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -4464489.000000 Penalty: 3485.541016
	Iteration 28Q: 3 clusters Score -4464489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -4464537.500000 Penalty: 3485.541016
	Iteration 29Q: 3 clusters Score -4464538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -4464565.000000 Penalty: 3485.541016
	Iteration 30Q: 3 clusters Score -4464565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -4464584.000000 Penalty: 3485.541016
	Iteration 31Q: 3 clusters Score -4464584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -4464601.000000 Penalty: 3485.541016
	Iteration 32Q: 3 clusters Score -4464601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4464608.000000 Penalty: 3485.541016
	Iteration 33Q: 3 clusters Score -4464608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4464615.000000 Penalty: 3485.541016
	Iteration 34Q: 3 clusters Score -4464615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -4464632.500000 Penalty: 3485.541016
	Iteration 35Q: 3 clusters Score -4464632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -4464632.500000 Penalty: 3485.541016
	Iteration 36Q: 3 clusters Score -4464632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4464647.000000 Penalty: 3485.541016
	Iteration 37Q: 3 clusters Score -4464647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -4464659.000000 Penalty: 3485.541016
	Iteration 38Q: 3 clusters Score -4464659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -4464663.000000 Penalty: 3485.541016
	Iteration 39Q: 3 clusters Score -4464663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -4464670.000000 Penalty: 3485.541016
	Iteration 40F: 3 clusters Score -4464670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4464696.000000 Penalty: 3485.541016
	Iteration 41Q: 3 clusters Score -4464696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -4464705.500000 Penalty: 3485.541016
	Iteration 42Q: 3 clusters Score -4464706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -4464719.000000 Penalty: 3485.541016
	Iteration 43Q: 3 clusters Score -4464719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4464737.000000 Penalty: 3485.541016
	Iteration 44Q: 3 clusters Score -4464737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -4464747.000000 Penalty: 3485.541016
	Iteration 45Q: 3 clusters Score -4464747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4464737.000000 Penalty: 3485.541016
	Iteration 46Q: 3 clusters Score -4464737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -4464742.500000 Penalty: 3485.541016
	Iteration 47Q: 3 clusters Score -4464742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -4464759.000000 Penalty: 3485.541016
	Iteration 48Q: 3 clusters Score -4464759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4464762.000000 Penalty: 3485.541016
	Iteration 49Q: 3 clusters Score -4464762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4464778.500000 Penalty: 3485.541016
	Iteration 50Q: 3 clusters Score -4464778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4464791.500000 Penalty: 3485.541016
	Iteration 51Q: 3 clusters Score -4464792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -4464805.000000 Penalty: 3485.541016
	Iteration 52Q: 3 clusters Score -4464805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -4464819.500000 Penalty: 3485.541016
	Iteration 53Q: 3 clusters Score -4464820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4464838.000000 Penalty: 3485.541016
	Iteration 54Q: 3 clusters Score -4464838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -4464853.500000 Penalty: 3485.541016
	Iteration 55Q: 3 clusters Score -4464854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -4464870.000000 Penalty: 3485.541016
	Iteration 56Q: 3 clusters Score -4464870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -4464885.500000 Penalty: 3485.541016
	Iteration 57Q: 3 clusters Score -4464886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4464886.000000 Penalty: 3485.541016
	Iteration 58Q: 3 clusters Score -4464886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -4464908.000000 Penalty: 3485.541016
	Iteration 59Q: 3 clusters Score -4464908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4464941.500000 Penalty: 3485.541016
	Iteration 60F: 3 clusters Score -4464942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -4464942.000000 Penalty: 3485.541016
	Iteration 61Q: 3 clusters Score -4464942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4464949.000000 Penalty: 3485.541016
	Iteration 62Q: 3 clusters Score -4464949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -4464990.000000 Penalty: 3485.541016
	Iteration 63Q: 3 clusters Score -4464990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -4465004.500000 Penalty: 3485.541016
	Iteration 64Q: 3 clusters Score -4465004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -4465021.500000 Penalty: 3485.541016
	Iteration 65Q: 3 clusters Score -4465022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4465046.500000 Penalty: 3485.541016
	Iteration 66Q: 3 clusters Score -4465046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -4465055.500000 Penalty: 3485.541016
	Iteration 67Q: 3 clusters Score -4465056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4465080.000000 Penalty: 3485.541016
	Iteration 68Q: 3 clusters Score -4465080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4465075.000000 Penalty: 3485.541016
	Iteration 69Q: 3 clusters Score -4465075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -4465078.500000 Penalty: 3485.541016
	Iteration 70Q: 3 clusters Score -4465078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -4465089.000000 Penalty: 3485.541016
	Iteration 71Q: 3 clusters Score -4465089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4465090.500000 Penalty: 3485.541016
	Iteration 72Q: 3 clusters Score -4465090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -4465084.000000 Penalty: 3485.541016
	Iteration 73Q: 3 clusters Score -4465084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4465083.500000 Penalty: 3485.541016
	Iteration 74Q: 3 clusters Score -4465084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4465095.000000 Penalty: 3485.541016
	Iteration 75Q: 3 clusters Score -4465095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -4465109.000000 Penalty: 3485.541016
	Iteration 76Q: 3 clusters Score -4465109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4465127.500000 Penalty: 3485.541016
	Iteration 77Q: 3 clusters Score -4465128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -4465126.500000 Penalty: 3485.541016
	Iteration 78Q: 3 clusters Score -4465126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4465131.000000 Penalty: 3485.541016
	Iteration 79Q: 3 clusters Score -4465131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -4465123.500000 Penalty: 3485.541016
	Iteration 80F: 3 clusters Score -4465124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4465128.500000 Penalty: 3485.541016
	Iteration 81Q: 3 clusters Score -4465128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -4465136.000000 Penalty: 3485.541016
	Iteration 82Q: 3 clusters Score -4465136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -4465133.000000 Penalty: 3485.541016
	Iteration 83Q: 3 clusters Score -4465133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -4465134.000000 Penalty: 3485.541016
	Iteration 84Q: 3 clusters Score -4465134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4465140.500000 Penalty: 3485.541016
	Iteration 85Q: 3 clusters Score -4465140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4465141.500000 Penalty: 3485.541016
	Iteration 86Q: 3 clusters Score -4465142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -4465147.500000 Penalty: 3485.541016
	Iteration 87Q: 3 clusters Score -4465148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -4465154.000000 Penalty: 3485.541016
	Iteration 88Q: 3 clusters Score -4465154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -4465152.000000 Penalty: 3485.541016
	Iteration 89Q: 3 clusters Score -4465152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4465157.500000 Penalty: 3485.541016
	Iteration 90Q: 3 clusters Score -4465158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4465160.000000 Penalty: 3485.541016
	Iteration 91Q: 3 clusters Score -4465160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4465160.000000 Penalty: 3485.541016
	Iteration 92Q: 3 clusters Score -4465160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4465166.500000 Penalty: 3485.541016
	Iteration 93Q: 3 clusters Score -4465166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -4465175.000000 Penalty: 3485.541016
	Iteration 94Q: 3 clusters Score -4465175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -4465166.500000 Penalty: 3485.541016
	Iteration 95Q: 3 clusters Score -4465166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4465161.000000 Penalty: 3485.541016
	Iteration 96Q: 3 clusters Score -4465161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4465168.500000 Penalty: 3485.541016
	Iteration 97Q: 3 clusters Score -4465168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4465171.000000 Penalty: 3485.541016
	Iteration 98Q: 3 clusters Score -4465171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4465169.000000 Penalty: 3485.541016
	Iteration 99Q: 3 clusters Score -4465169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4465187.000000 Penalty: 3485.541016
	Iteration 100F: 3 clusters Score -4465187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -4465193.000000 Penalty: 3485.541016
	Iteration 101Q: 3 clusters Score -4465193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -4465200.000000 Penalty: 3485.541016
	Iteration 102Q: 3 clusters Score -4465200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4465211.000000 Penalty: 3485.541016
	Iteration 103Q: 3 clusters Score -4465211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -4465221.500000 Penalty: 3485.541016
	Iteration 104Q: 3 clusters Score -4465222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -4465228.000000 Penalty: 3485.541016
	Iteration 105Q: 3 clusters Score -4465228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -4465230.500000 Penalty: 3485.541016
	Iteration 106Q: 3 clusters Score -4465230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -4465240.000000 Penalty: 3485.541016
	Iteration 107Q: 3 clusters Score -4465240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -4465240.500000 Penalty: 3485.541016
	Iteration 108Q: 3 clusters Score -4465240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -4465237.500000 Penalty: 3485.541016
	Iteration 109Q: 3 clusters Score -4465238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -4465240.000000 Penalty: 3485.541016
	Iteration 110Q: 3 clusters Score -4465240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -4465236.000000 Penalty: 3485.541016
	Iteration 111Q: 3 clusters Score -4465236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -4465229.000000 Penalty: 3485.541016
	Iteration 112Q: 3 clusters Score -4465229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -4465231.000000 Penalty: 3485.541016
	Iteration 113Q: 3 clusters Score -4465231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -4465228.000000 Penalty: 3485.541016
	Iteration 114Q: 3 clusters Score -4465228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -4465231.000000 Penalty: 3485.541016
	Iteration 115Q: 3 clusters Score -4465231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4465234.000000 Penalty: 3485.541016
	Iteration 116Q: 3 clusters Score -4465234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -4465237.000000 Penalty: 3485.541016
	Iteration 117Q: 3 clusters Score -4465237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4465234.500000 Penalty: 3485.541016
	Iteration 118Q: 3 clusters Score -4465234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4465231.000000 Penalty: 3485.541016
	Iteration 119Q: 3 clusters Score -4465231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4465227.500000 Penalty: 3485.541016
	Iteration 120F: 3 clusters Score -4465228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -4465226.500000 Penalty: 3485.541016
	Iteration 121Q: 3 clusters Score -4465226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4465232.500000 Penalty: 3485.541016
	Iteration 122Q: 3 clusters Score -4465232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4465238.500000 Penalty: 3485.541016
	Iteration 123Q: 3 clusters Score -4465238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4465232.500000 Penalty: 3485.541016
	Iteration 124Q: 3 clusters Score -4465232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4465232.500000 Penalty: 3485.541016
	Iteration 125Q: 3 clusters Score -4465232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -4465234.000000 Penalty: 3485.541016
	Iteration 126Q: 3 clusters Score -4465234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4465230.000000 Penalty: 3485.541016
	Iteration 127Q: 3 clusters Score -4465230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -4465226.500000 Penalty: 3485.541016
	Iteration 128Q: 3 clusters Score -4465226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4465229.000000 Penalty: 3485.541016
	Iteration 129Q: 3 clusters Score -4465229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4465235.500000 Penalty: 3485.541016
	Iteration 130Q: 3 clusters Score -4465236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -4465229.000000 Penalty: 3485.541016
	Iteration 131Q: 3 clusters Score -4465229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -4465234.000000 Penalty: 3485.541016
	Iteration 132Q: 3 clusters Score -4465234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -4465237.000000 Penalty: 3485.541016
	Iteration 133Q: 3 clusters Score -4465237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -4465241.500000 Penalty: 3485.541016
	Iteration 134Q: 3 clusters Score -4465242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -4465242.000000 Penalty: 3485.541016
	Iteration 135Q: 3 clusters Score -4465242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -4465239.000000 Penalty: 3485.541016
	Iteration 136Q: 3 clusters Score -4465239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -4465236.500000 Penalty: 3485.541016
	Iteration 137Q: 3 clusters Score -4465236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4465232.000000 Penalty: 3485.541016
	Iteration 138Q: 3 clusters Score -4465232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -4465235.500000 Penalty: 3485.541016
	Iteration 139Q: 3 clusters Score -4465236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -4465235.500000 Penalty: 3485.541016
	Iteration 140F: 3 clusters Score -4465236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -450129.562500 Penalty: 1384.918945
	Iteration 0F: 2 clusters Score -450129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -446230.531250 Penalty: 2769.837891
	Iteration 0F: 3 clusters Score -446230.5 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -447396.468750 Penalty: 2769.837891
	Iteration 1F: 3 clusters Score -447396.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -447640.812500 Penalty: 2769.837891
	Iteration 2F: 3 clusters Score -447640.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -447833.562500 Penalty: 2769.837891
	Iteration 3F: 3 clusters Score -447833.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -448015.937500 Penalty: 2769.837891
	Iteration 4F: 3 clusters Score -448015.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -448189.406250 Penalty: 2769.837891
	Iteration 5F: 3 clusters Score -448189.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -448344.937500 Penalty: 2769.837891
	Iteration 6Q: 3 clusters Score -448344.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -448464.531250 Penalty: 2769.837891
	Iteration 7Q: 3 clusters Score -448464.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -448566.125000 Penalty: 2769.837891
	Iteration 8Q: 3 clusters Score -448566.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -448649.718750 Penalty: 2769.837891
	Iteration 9Q: 3 clusters Score -448649.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -448712.500000 Penalty: 2769.837891
	Iteration 10Q: 3 clusters Score -448712.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -448759.062500 Penalty: 2769.837891
	Iteration 11Q: 3 clusters Score -448759.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -448786.343750 Penalty: 2769.837891
	Iteration 12Q: 3 clusters Score -448786.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -448802.687500 Penalty: 2769.837891
	Iteration 13Q: 3 clusters Score -448802.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -448817.562500 Penalty: 2769.837891
	Iteration 14Q: 3 clusters Score -448817.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -448839.687500 Penalty: 2769.837891
	Iteration 15Q: 3 clusters Score -448839.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -448853.843750 Penalty: 2769.837891
	Iteration 16Q: 3 clusters Score -448853.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -448864.281250 Penalty: 2769.837891
	Iteration 17Q: 3 clusters Score -448864.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -448872.593750 Penalty: 2769.837891
	Iteration 18Q: 3 clusters Score -448872.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -448886.750000 Penalty: 2769.837891
	Iteration 19Q: 3 clusters Score -448886.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -448895.031250 Penalty: 2769.837891
	Iteration 20F: 3 clusters Score -448895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -448903.312500 Penalty: 2769.837891
	Iteration 21Q: 3 clusters Score -448903.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -448909.812500 Penalty: 2769.837891
	Iteration 22Q: 3 clusters Score -448909.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -448914.375000 Penalty: 2769.837891
	Iteration 23Q: 3 clusters Score -448914.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -448925.718750 Penalty: 2769.837891
	Iteration 24Q: 3 clusters Score -448925.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -448938.218750 Penalty: 2769.837891
	Iteration 25Q: 3 clusters Score -448938.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -448952.187500 Penalty: 2769.837891
	Iteration 26Q: 3 clusters Score -448952.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -448962.593750 Penalty: 2769.837891
	Iteration 27Q: 3 clusters Score -448962.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -448970.937500 Penalty: 2769.837891
	Iteration 28Q: 3 clusters Score -448970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -448975.968750 Penalty: 2769.837891
	Iteration 29Q: 3 clusters Score -448976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -448981.843750 Penalty: 2769.837891
	Iteration 30Q: 3 clusters Score -448981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -448986.500000 Penalty: 2769.837891
	Iteration 31Q: 3 clusters Score -448986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -448987.562500 Penalty: 2769.837891
	Iteration 32Q: 3 clusters Score -448987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -448989.250000 Penalty: 2769.837891
	Iteration 33Q: 3 clusters Score -448989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -448988.906250 Penalty: 2769.837891
	Iteration 34Q: 3 clusters Score -448988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -448989.000000 Penalty: 2769.837891
	Iteration 35Q: 3 clusters Score -448989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -448989.000000 Penalty: 2769.837891
	Iteration 36F: 3 clusters Score -448989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -122079.171875 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -122079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -120424.867188 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -120424.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -120764.117188 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -120764.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -120912.039062 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -120912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -121008.539062 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -121008.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -121121.140625 Penalty: 2338.192139
	Iteration 4F: 3 clusters Score -121121.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -121262.695312 Penalty: 2338.192139
	Iteration 5F: 3 clusters Score -121262.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -121359.218750 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -121359.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -121422.679688 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -121422.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -121462.460938 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -121462.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -121477.531250 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -121477.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -121491.789062 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -121491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -121498.343750 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -121498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -121503.421875 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -121503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -121507.273438 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -121507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -121509.843750 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -121509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -121510.867188 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -121510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -121512.601562 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -121512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -121513.890625 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -121513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -121515.828125 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -121515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -121518.195312 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -121518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -121521.445312 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -121521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -121525.656250 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -121525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -121527.531250 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -121527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -121527.531250 Penalty: 2338.192139
	Iteration 23F: 3 clusters Score -121527.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Entering Unmasked Estep 
Score: -3604326.750000 Penalty: 1712.105835
	Iteration 0F: 2 clusters Score -3604327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3579260.750000 Penalty: 3424.211670
	Iteration 0F: 3 clusters Score -3579261 nChanged 17546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3589148.250000 Penalty: 3424.211670
	Iteration 1F: 3 clusters Score -3589148 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3589525.250000 Penalty: 3424.211670
	Iteration 2Q: 3 clusters Score -3589525 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3589921.750000 Penalty: 3424.211670
	Iteration 3Q: 3 clusters Score -3589922 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3590429.750000 Penalty: 3424.211670
	Iteration 4Q: 3 clusters Score -3590430 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3591033.500000 Penalty: 3424.211670
	Iteration 5Q: 3 clusters Score -3591034 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3591821.500000 Penalty: 3424.211670
	Iteration 6Q: 3 clusters Score -3591822 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3592844.000000 Penalty: 3424.211670
	Iteration 7F: 3 clusters Score -3592844 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3593998.500000 Penalty: 3424.211670
	Iteration 8F: 3 clusters Score -3593998 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3595069.250000 Penalty: 3424.211670
	Iteration 9F: 3 clusters Score -3595069 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3595973.750000 Penalty: 3424.211670
	Iteration 10Q: 3 clusters Score -3595974 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3596613.500000 Penalty: 3424.211670
	Iteration 11Q: 3 clusters Score -3596614 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3596983.500000 Penalty: 3424.211670
	Iteration 12Q: 3 clusters Score -3596984 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3597170.750000 Penalty: 3424.211670
	Iteration 13Q: 3 clusters Score -3597171 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3597234.000000 Penalty: 3424.211670
	Iteration 14Q: 3 clusters Score -3597234 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3597317.000000 Penalty: 3424.211670
	Iteration 15Q: 3 clusters Score -3597317 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3597324.500000 Penalty: 3424.211670
	Iteration 16Q: 3 clusters Score -3597324 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3597367.000000 Penalty: 3424.211670
	Iteration 17Q: 3 clusters Score -3597367 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3597403.000000 Penalty: 3424.211670
	Iteration 18Q: 3 clusters Score -3597403 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3597446.000000 Penalty: 3424.211670
	Iteration 19Q: 3 clusters Score -3597446 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3597488.500000 Penalty: 3424.211670
	Iteration 20F: 3 clusters Score -3597488 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3597505.750000 Penalty: 3424.211670
	Iteration 21Q: 3 clusters Score -3597506 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3597570.250000 Penalty: 3424.211670
	Iteration 22Q: 3 clusters Score -3597570 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3597620.750000 Penalty: 3424.211670
	Iteration 23Q: 3 clusters Score -3597621 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3597678.000000 Penalty: 3424.211670
	Iteration 24Q: 3 clusters Score -3597678 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3597745.500000 Penalty: 3424.211670
	Iteration 25Q: 3 clusters Score -3597746 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3597802.500000 Penalty: 3424.211670
	Iteration 26Q: 3 clusters Score -3597802 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3597834.750000 Penalty: 3424.211670
	Iteration 27Q: 3 clusters Score -3597835 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3597865.750000 Penalty: 3424.211670
	Iteration 28Q: 3 clusters Score -3597866 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3597913.500000 Penalty: 3424.211670
	Iteration 29Q: 3 clusters Score -3597914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3597951.750000 Penalty: 3424.211670
	Iteration 30Q: 3 clusters Score -3597952 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3598010.500000 Penalty: 3424.211670
	Iteration 31Q: 3 clusters Score -3598010 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3598080.500000 Penalty: 3424.211670
	Iteration 32Q: 3 clusters Score -3598080 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3598133.250000 Penalty: 3424.211670
	Iteration 33Q: 3 clusters Score -3598133 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3598203.000000 Penalty: 3424.211670
	Iteration 34Q: 3 clusters Score -3598203 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3598250.500000 Penalty: 3424.211670
	Iteration 35Q: 3 clusters Score -3598250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3598289.000000 Penalty: 3424.211670
	Iteration 36Q: 3 clusters Score -3598289 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3598355.500000 Penalty: 3424.211670
	Iteration 37Q: 3 clusters Score -3598356 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3598411.000000 Penalty: 3424.211670
	Iteration 38Q: 3 clusters Score -3598411 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3598455.000000 Penalty: 3424.211670
	Iteration 39Q: 3 clusters Score -3598455 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3598520.500000 Penalty: 3424.211670
	Iteration 40F: 3 clusters Score -3598520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3598579.000000 Penalty: 3424.211670
	Iteration 41Q: 3 clusters Score -3598579 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3598666.750000 Penalty: 3424.211670
	Iteration 42Q: 3 clusters Score -3598667 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3598717.000000 Penalty: 3424.211670
	Iteration 43Q: 3 clusters Score -3598717 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3598796.000000 Penalty: 3424.211670
	Iteration 44Q: 3 clusters Score -3598796 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3598863.000000 Penalty: 3424.211670
	Iteration 45Q: 3 clusters Score -3598863 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3598967.000000 Penalty: 3424.211670
	Iteration 46Q: 3 clusters Score -3598967 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3599068.500000 Penalty: 3424.211670
	Iteration 47Q: 3 clusters Score -3599068 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3599129.250000 Penalty: 3424.211670
	Iteration 48Q: 3 clusters Score -3599129 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3599213.750000 Penalty: 3424.211670
	Iteration 49Q: 3 clusters Score -3599214 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3599317.500000 Penalty: 3424.211670
	Iteration 50Q: 3 clusters Score -3599318 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3599413.250000 Penalty: 3424.211670
	Iteration 51Q: 3 clusters Score -3599413 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3599511.500000 Penalty: 3424.211670
	Iteration 52Q: 3 clusters Score -3599512 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3599605.750000 Penalty: 3424.211670
	Iteration 53Q: 3 clusters Score -3599606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3599685.000000 Penalty: 3424.211670
	Iteration 54Q: 3 clusters Score -3599685 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3599795.000000 Penalty: 3424.211670
	Iteration 55Q: 3 clusters Score -3599795 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3599894.000000 Penalty: 3424.211670
	Iteration 56Q: 3 clusters Score -3599894 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3599998.250000 Penalty: 3424.211670
	Iteration 57Q: 3 clusters Score -3599998 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3600100.750000 Penalty: 3424.211670
	Iteration 58Q: 3 clusters Score -3600101 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3600176.500000 Penalty: 3424.211670
	Iteration 59Q: 3 clusters Score -3600176 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3600281.000000 Penalty: 3424.211670
	Iteration 60F: 3 clusters Score -3600281 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3600364.250000 Penalty: 3424.211670
	Iteration 61Q: 3 clusters Score -3600364 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3600515.000000 Penalty: 3424.211670
	Iteration 62Q: 3 clusters Score -3600515 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3600717.000000 Penalty: 3424.211670
	Iteration 63Q: 3 clusters Score -3600717 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3600968.000000 Penalty: 3424.211670
	Iteration 64Q: 3 clusters Score -3600968 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3601228.250000 Penalty: 3424.211670
	Iteration 65Q: 3 clusters Score -3601228 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3601575.000000 Penalty: 3424.211670
	Iteration 66Q: 3 clusters Score -3601575 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3601879.000000 Penalty: 3424.211670
	Iteration 67Q: 3 clusters Score -3601879 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3602100.750000 Penalty: 3424.211670
	Iteration 68Q: 3 clusters Score -3602101 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3602355.250000 Penalty: 3424.211670
	Iteration 69Q: 3 clusters Score -3602355 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3602537.000000 Penalty: 3424.211670
	Iteration 70Q: 3 clusters Score -3602537 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3602675.250000 Penalty: 3424.211670
	Iteration 71Q: 3 clusters Score -3602675 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3602784.000000 Penalty: 3424.211670
	Iteration 72Q: 3 clusters Score -3602784 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3602886.750000 Penalty: 3424.211670
	Iteration 73Q: 3 clusters Score -3602887 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3602954.500000 Penalty: 3424.211670
	Iteration 74Q: 3 clusters Score -3602954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3603008.250000 Penalty: 3424.211670
	Iteration 75Q: 3 clusters Score -3603008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3603044.000000 Penalty: 3424.211670
	Iteration 76Q: 3 clusters Score -3603044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3603067.500000 Penalty: 3424.211670
	Iteration 77Q: 3 clusters Score -3603068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3603082.000000 Penalty: 3424.211670
	Iteration 78Q: 3 clusters Score -3603082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3603093.000000 Penalty: 3424.211670
	Iteration 79Q: 3 clusters Score -3603093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3603100.750000 Penalty: 3424.211670
	Iteration 80F: 3 clusters Score -3603101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3603101.500000 Penalty: 3424.211670
	Iteration 81Q: 3 clusters Score -3603102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3603108.750000 Penalty: 3424.211670
	Iteration 82Q: 3 clusters Score -3603109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3603107.500000 Penalty: 3424.211670
	Iteration 83Q: 3 clusters Score -3603108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3603104.500000 Penalty: 3424.211670
	Iteration 84Q: 3 clusters Score -3603104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3603110.250000 Penalty: 3424.211670
	Iteration 85Q: 3 clusters Score -3603110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3603122.250000 Penalty: 3424.211670
	Iteration 86Q: 3 clusters Score -3603122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3603121.250000 Penalty: 3424.211670
	Iteration 87Q: 3 clusters Score -3603121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3603124.000000 Penalty: 3424.211670
	Iteration 88Q: 3 clusters Score -3603124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3603121.000000 Penalty: 3424.211670
	Iteration 89Q: 3 clusters Score -3603121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3603120.250000 Penalty: 3424.211670
	Iteration 90Q: 3 clusters Score -3603120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3603120.000000 Penalty: 3424.211670
	Iteration 91Q: 3 clusters Score -3603120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3603121.250000 Penalty: 3424.211670
	Iteration 92Q: 3 clusters Score -3603121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3603121.250000 Penalty: 3424.211670
	Iteration 93Q: 3 clusters Score -3603121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3603121.250000 Penalty: 3424.211670
	Iteration 94F: 3 clusters Score -3603121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Entering Unmasked Estep 
Score: -1705476.125000 Penalty: 1585.345581
	Iteration 0F: 2 clusters Score -1705476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1693584.500000 Penalty: 3170.691162
	Iteration 0F: 3 clusters Score -1693584 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1697716.500000 Penalty: 3170.691162
	Iteration 1F: 3 clusters Score -1697716 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1698122.625000 Penalty: 3170.691162
	Iteration 2F: 3 clusters Score -1698123 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1698642.000000 Penalty: 3170.691162
	Iteration 3F: 3 clusters Score -1698642 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1699312.500000 Penalty: 3170.691162
	Iteration 4F: 3 clusters Score -1699312 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1700262.750000 Penalty: 3170.691162
	Iteration 5F: 3 clusters Score -1700263 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1701359.125000 Penalty: 3170.691162
	Iteration 6F: 3 clusters Score -1701359 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1702424.625000 Penalty: 3170.691162
	Iteration 7F: 3 clusters Score -1702425 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1703232.125000 Penalty: 3170.691162
	Iteration 8Q: 3 clusters Score -1703232 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1703646.250000 Penalty: 3170.691162
	Iteration 9Q: 3 clusters Score -1703646 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1703842.875000 Penalty: 3170.691162
	Iteration 10Q: 3 clusters Score -1703843 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1703932.000000 Penalty: 3170.691162
	Iteration 11Q: 3 clusters Score -1703932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1703980.375000 Penalty: 3170.691162
	Iteration 12Q: 3 clusters Score -1703980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1704006.875000 Penalty: 3170.691162
	Iteration 13Q: 3 clusters Score -1704007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1704023.125000 Penalty: 3170.691162
	Iteration 14Q: 3 clusters Score -1704023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1704036.375000 Penalty: 3170.691162
	Iteration 15Q: 3 clusters Score -1704036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1704044.625000 Penalty: 3170.691162
	Iteration 16Q: 3 clusters Score -1704045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1704051.125000 Penalty: 3170.691162
	Iteration 17Q: 3 clusters Score -1704051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1704059.875000 Penalty: 3170.691162
	Iteration 18Q: 3 clusters Score -1704060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1704062.750000 Penalty: 3170.691162
	Iteration 19Q: 3 clusters Score -1704063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1704065.625000 Penalty: 3170.691162
	Iteration 20F: 3 clusters Score -1704066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Entering Unmasked Estep 
Score: -805223.187500 Penalty: 1468.328491
	Iteration 0F: 2 clusters Score -805223.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -799166.125000 Penalty: 2936.656982
	Iteration 0F: 3 clusters Score -799166.1 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -801116.250000 Penalty: 2936.656982
	Iteration 1F: 3 clusters Score -801116.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -801466.750000 Penalty: 2936.656982
	Iteration 2F: 3 clusters Score -801466.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -801792.812500 Penalty: 2936.656982
	Iteration 3F: 3 clusters Score -801792.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -802134.187500 Penalty: 2936.656982
	Iteration 4F: 3 clusters Score -802134.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -802487.562500 Penalty: 2936.656982
	Iteration 5F: 3 clusters Score -802487.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -802798.062500 Penalty: 2936.656982
	Iteration 6F: 3 clusters Score -802798.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -803072.062500 Penalty: 2936.656982
	Iteration 7Q: 3 clusters Score -803072.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -803351.750000 Penalty: 2936.656982
	Iteration 8Q: 3 clusters Score -803351.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -803609.812500 Penalty: 2936.656982
	Iteration 9Q: 3 clusters Score -803609.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -803814.187500 Penalty: 2936.656982
	Iteration 10Q: 3 clusters Score -803814.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -803961.687500 Penalty: 2936.656982
	Iteration 11Q: 3 clusters Score -803961.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -804075.875000 Penalty: 2936.656982
	Iteration 12Q: 3 clusters Score -804075.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -804173.125000 Penalty: 2936.656982
	Iteration 13Q: 3 clusters Score -804173.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -804252.500000 Penalty: 2936.656982
	Iteration 14Q: 3 clusters Score -804252.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -804321.187500 Penalty: 2936.656982
	Iteration 15Q: 3 clusters Score -804321.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -804371.187500 Penalty: 2936.656982
	Iteration 16Q: 3 clusters Score -804371.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -804402.937500 Penalty: 2936.656982
	Iteration 17Q: 3 clusters Score -804402.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -804430.562500 Penalty: 2936.656982
	Iteration 18Q: 3 clusters Score -804430.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -804445.750000 Penalty: 2936.656982
	Iteration 19Q: 3 clusters Score -804445.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -804454.875000 Penalty: 2936.656982
	Iteration 20F: 3 clusters Score -804454.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -804460.375000 Penalty: 2936.656982
	Iteration 21Q: 3 clusters Score -804460.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -804466.625000 Penalty: 2936.656982
	Iteration 22Q: 3 clusters Score -804466.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -804471.250000 Penalty: 2936.656982
	Iteration 23Q: 3 clusters Score -804471.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -804472.625000 Penalty: 2936.656982
	Iteration 24Q: 3 clusters Score -804472.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -804476.437500 Penalty: 2936.656982
	Iteration 25Q: 3 clusters Score -804476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -804477.875000 Penalty: 2936.656982
	Iteration 26Q: 3 clusters Score -804477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -804477.937500 Penalty: 2936.656982
	Iteration 27Q: 3 clusters Score -804477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -804477.812500 Penalty: 2936.656982
	Iteration 28Q: 3 clusters Score -804477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -804477.562500 Penalty: 2936.656982
	Iteration 29Q: 3 clusters Score -804477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -804477.312500 Penalty: 2936.656982
	Iteration 30Q: 3 clusters Score -804477.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -804477.312500 Penalty: 2936.656982
	Iteration 31F: 3 clusters Score -804477.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Entering Unmasked Estep 
Score: -1828325.250000 Penalty: 1607.042114
	Iteration 0F: 2 clusters Score -1828325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1814802.750000 Penalty: 3214.084229
	Iteration 0F: 3 clusters Score -1814803 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1819802.500000 Penalty: 3214.084229
	Iteration 1F: 3 clusters Score -1819802 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1820259.125000 Penalty: 3214.084229
	Iteration 2F: 3 clusters Score -1820259 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1820690.250000 Penalty: 3214.084229
	Iteration 3F: 3 clusters Score -1820690 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1821077.250000 Penalty: 3214.084229
	Iteration 4Q: 3 clusters Score -1821077 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1821422.250000 Penalty: 3214.084229
	Iteration 5Q: 3 clusters Score -1821422 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1821758.250000 Penalty: 3214.084229
	Iteration 6Q: 3 clusters Score -1821758 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1822142.500000 Penalty: 3214.084229
	Iteration 7Q: 3 clusters Score -1822142 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1822533.250000 Penalty: 3214.084229
	Iteration 8Q: 3 clusters Score -1822533 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1822964.500000 Penalty: 3214.084229
	Iteration 9Q: 3 clusters Score -1822964 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1823434.625000 Penalty: 3214.084229
	Iteration 10Q: 3 clusters Score -1823435 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1823927.875000 Penalty: 3214.084229
	Iteration 11Q: 3 clusters Score -1823928 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1824392.125000 Penalty: 3214.084229
	Iteration 12Q: 3 clusters Score -1824392 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1824738.250000 Penalty: 3214.084229
	Iteration 13Q: 3 clusters Score -1824738 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1824983.250000 Penalty: 3214.084229
	Iteration 14Q: 3 clusters Score -1824983 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1825160.875000 Penalty: 3214.084229
	Iteration 15Q: 3 clusters Score -1825161 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1825296.750000 Penalty: 3214.084229
	Iteration 16Q: 3 clusters Score -1825297 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1825437.500000 Penalty: 3214.084229
	Iteration 17Q: 3 clusters Score -1825438 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1825579.625000 Penalty: 3214.084229
	Iteration 18Q: 3 clusters Score -1825580 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1825722.750000 Penalty: 3214.084229
	Iteration 19Q: 3 clusters Score -1825723 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1825880.250000 Penalty: 3214.084229
	Iteration 20F: 3 clusters Score -1825880 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1826048.625000 Penalty: 3214.084229
	Iteration 21Q: 3 clusters Score -1826049 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1826211.375000 Penalty: 3214.084229
	Iteration 22Q: 3 clusters Score -1826211 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1826392.000000 Penalty: 3214.084229
	Iteration 23Q: 3 clusters Score -1826392 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1826549.625000 Penalty: 3214.084229
	Iteration 24Q: 3 clusters Score -1826550 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1826666.875000 Penalty: 3214.084229
	Iteration 25Q: 3 clusters Score -1826667 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1826758.500000 Penalty: 3214.084229
	Iteration 26Q: 3 clusters Score -1826758 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1826827.125000 Penalty: 3214.084229
	Iteration 27Q: 3 clusters Score -1826827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1826882.500000 Penalty: 3214.084229
	Iteration 28Q: 3 clusters Score -1826882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1826915.625000 Penalty: 3214.084229
	Iteration 29Q: 3 clusters Score -1826916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1826939.000000 Penalty: 3214.084229
	Iteration 30Q: 3 clusters Score -1826939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -1826960.375000 Penalty: 3214.084229
	Iteration 31Q: 3 clusters Score -1826960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1826993.625000 Penalty: 3214.084229
	Iteration 32Q: 3 clusters Score -1826994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1827023.750000 Penalty: 3214.084229
	Iteration 33Q: 3 clusters Score -1827024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1827038.250000 Penalty: 3214.084229
	Iteration 34Q: 3 clusters Score -1827038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1827050.875000 Penalty: 3214.084229
	Iteration 35Q: 3 clusters Score -1827051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1827056.875000 Penalty: 3214.084229
	Iteration 36Q: 3 clusters Score -1827057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1827060.875000 Penalty: 3214.084229
	Iteration 37Q: 3 clusters Score -1827061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1827066.375000 Penalty: 3214.084229
	Iteration 38Q: 3 clusters Score -1827066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1827064.000000 Penalty: 3214.084229
	Iteration 39Q: 3 clusters Score -1827064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -1827063.875000 Penalty: 3214.084229
	Iteration 40F: 3 clusters Score -1827064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -1827067.000000 Penalty: 3214.084229
	Iteration 41Q: 3 clusters Score -1827067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1827070.750000 Penalty: 3214.084229
	Iteration 42Q: 3 clusters Score -1827071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1827072.750000 Penalty: 3214.084229
	Iteration 43Q: 3 clusters Score -1827073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1827072.125000 Penalty: 3214.084229
	Iteration 44Q: 3 clusters Score -1827072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1827073.750000 Penalty: 3214.084229
	Iteration 45Q: 3 clusters Score -1827074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1827073.750000 Penalty: 3214.084229
	Iteration 46Q: 3 clusters Score -1827074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1827072.875000 Penalty: 3214.084229
	Iteration 47Q: 3 clusters Score -1827073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1827072.625000 Penalty: 3214.084229
	Iteration 48Q: 3 clusters Score -1827073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -1827074.250000 Penalty: 3214.084229
	Iteration 49Q: 3 clusters Score -1827074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1827073.750000 Penalty: 3214.084229
	Iteration 50Q: 3 clusters Score -1827074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1827074.750000 Penalty: 3214.084229
	Iteration 51Q: 3 clusters Score -1827075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1827075.625000 Penalty: 3214.084229
	Iteration 52Q: 3 clusters Score -1827076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1827075.625000 Penalty: 3214.084229
	Iteration 53F: 3 clusters Score -1827076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76088.140625 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76088.14 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76333.375000 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76333.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76398.851562 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -76398.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76444.187500 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76444.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76465.187500 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76465.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76471.109375 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76471.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76476.296875 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76485.226562 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76485.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -76495.828125 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76495.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76507.500000 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -76507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -76514.476562 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -76514.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76519.140625 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -76519.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -76519.687500 Penalty: 2196.002930
	Iteration 12Q: 3 clusters Score -76519.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -76519.687500 Penalty: 2196.002930
	Iteration 13F: 3 clusters Score -76519.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Entering Unmasked Estep 
Score: -1287405.000000 Penalty: 1543.021973
	Iteration 0F: 2 clusters Score -1287405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1278114.000000 Penalty: 3086.043945
	Iteration 0F: 3 clusters Score -1278114 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1281371.250000 Penalty: 3086.043945
	Iteration 1F: 3 clusters Score -1281371 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1281636.000000 Penalty: 3086.043945
	Iteration 2F: 3 clusters Score -1281636 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1281831.375000 Penalty: 3086.043945
	Iteration 3Q: 3 clusters Score -1281831 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1282016.625000 Penalty: 3086.043945
	Iteration 4Q: 3 clusters Score -1282017 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1282162.000000 Penalty: 3086.043945
	Iteration 5Q: 3 clusters Score -1282162 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1282312.750000 Penalty: 3086.043945
	Iteration 6Q: 3 clusters Score -1282313 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1282447.500000 Penalty: 3086.043945
	Iteration 7Q: 3 clusters Score -1282448 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1282606.250000 Penalty: 3086.043945
	Iteration 8Q: 3 clusters Score -1282606 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1282789.875000 Penalty: 3086.043945
	Iteration 9Q: 3 clusters Score -1282790 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1283026.625000 Penalty: 3086.043945
	Iteration 10Q: 3 clusters Score -1283027 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1283347.375000 Penalty: 3086.043945
	Iteration 11Q: 3 clusters Score -1283347 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1283753.125000 Penalty: 3086.043945
	Iteration 12Q: 3 clusters Score -1283753 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1284143.500000 Penalty: 3086.043945
	Iteration 13Q: 3 clusters Score -1284144 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1284486.875000 Penalty: 3086.043945
	Iteration 14Q: 3 clusters Score -1284487 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1284760.250000 Penalty: 3086.043945
	Iteration 15Q: 3 clusters Score -1284760 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1284974.375000 Penalty: 3086.043945
	Iteration 16Q: 3 clusters Score -1284974 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1285158.625000 Penalty: 3086.043945
	Iteration 17Q: 3 clusters Score -1285159 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1285338.375000 Penalty: 3086.043945
	Iteration 18Q: 3 clusters Score -1285338 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1285513.000000 Penalty: 3086.043945
	Iteration 19Q: 3 clusters Score -1285513 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1285683.750000 Penalty: 3086.043945
	Iteration 20F: 3 clusters Score -1285684 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1285852.000000 Penalty: 3086.043945
	Iteration 21Q: 3 clusters Score -1285852 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1286014.750000 Penalty: 3086.043945
	Iteration 22Q: 3 clusters Score -1286015 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1286170.625000 Penalty: 3086.043945
	Iteration 23Q: 3 clusters Score -1286171 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1286294.375000 Penalty: 3086.043945
	Iteration 24Q: 3 clusters Score -1286294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1286362.375000 Penalty: 3086.043945
	Iteration 25Q: 3 clusters Score -1286362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1286400.625000 Penalty: 3086.043945
	Iteration 26Q: 3 clusters Score -1286401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1286417.625000 Penalty: 3086.043945
	Iteration 27Q: 3 clusters Score -1286418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1286429.375000 Penalty: 3086.043945
	Iteration 28Q: 3 clusters Score -1286429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1286440.250000 Penalty: 3086.043945
	Iteration 29Q: 3 clusters Score -1286440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1286452.000000 Penalty: 3086.043945
	Iteration 30Q: 3 clusters Score -1286452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1286461.875000 Penalty: 3086.043945
	Iteration 31Q: 3 clusters Score -1286462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1286463.750000 Penalty: 3086.043945
	Iteration 32Q: 3 clusters Score -1286464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1286470.000000 Penalty: 3086.043945
	Iteration 33Q: 3 clusters Score -1286470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1286474.125000 Penalty: 3086.043945
	Iteration 34Q: 3 clusters Score -1286474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1286475.125000 Penalty: 3086.043945
	Iteration 35Q: 3 clusters Score -1286475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1286473.625000 Penalty: 3086.043945
	Iteration 36Q: 3 clusters Score -1286474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1286477.125000 Penalty: 3086.043945
	Iteration 37Q: 3 clusters Score -1286477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1286478.250000 Penalty: 3086.043945
	Iteration 38Q: 3 clusters Score -1286478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1286479.125000 Penalty: 3086.043945
	Iteration 39Q: 3 clusters Score -1286479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1286482.625000 Penalty: 3086.043945
	Iteration 40F: 3 clusters Score -1286483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1286484.250000 Penalty: 3086.043945
	Iteration 41Q: 3 clusters Score -1286484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1286485.250000 Penalty: 3086.043945
	Iteration 42Q: 3 clusters Score -1286485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1286485.375000 Penalty: 3086.043945
	Iteration 43Q: 3 clusters Score -1286485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1286486.125000 Penalty: 3086.043945
	Iteration 44Q: 3 clusters Score -1286486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1286486.250000 Penalty: 3086.043945
	Iteration 45Q: 3 clusters Score -1286486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1286487.625000 Penalty: 3086.043945
	Iteration 46Q: 3 clusters Score -1286488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1286490.000000 Penalty: 3086.043945
	Iteration 47Q: 3 clusters Score -1286490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1286490.250000 Penalty: 3086.043945
	Iteration 48Q: 3 clusters Score -1286490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1286491.000000 Penalty: 3086.043945
	Iteration 49Q: 3 clusters Score -1286491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1286490.750000 Penalty: 3086.043945
	Iteration 50Q: 3 clusters Score -1286491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1286490.750000 Penalty: 3086.043945
	Iteration 51F: 3 clusters Score -1286491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Entering Unmasked Estep 
Score: -794052.750000 Penalty: 1482.706299
	Iteration 0F: 2 clusters Score -794052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -787462.937500 Penalty: 2965.412598
	Iteration 0F: 3 clusters Score -787462.9 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -789636.187500 Penalty: 2965.412598
	Iteration 1F: 3 clusters Score -789636.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -789913.937500 Penalty: 2965.412598
	Iteration 2F: 3 clusters Score -789913.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -790127.625000 Penalty: 2965.412598
	Iteration 3F: 3 clusters Score -790127.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -790306.687500 Penalty: 2965.412598
	Iteration 4Q: 3 clusters Score -790306.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -790468.250000 Penalty: 2965.412598
	Iteration 5Q: 3 clusters Score -790468.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -790607.437500 Penalty: 2965.412598
	Iteration 6Q: 3 clusters Score -790607.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -790745.375000 Penalty: 2965.412598
	Iteration 7Q: 3 clusters Score -790745.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -790878.187500 Penalty: 2965.412598
	Iteration 8Q: 3 clusters Score -790878.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -791014.937500 Penalty: 2965.412598
	Iteration 9Q: 3 clusters Score -791014.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -791142.437500 Penalty: 2965.412598
	Iteration 10Q: 3 clusters Score -791142.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -791260.500000 Penalty: 2965.412598
	Iteration 11Q: 3 clusters Score -791260.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -791353.062500 Penalty: 2965.412598
	Iteration 12Q: 3 clusters Score -791353.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -791460.687500 Penalty: 2965.412598
	Iteration 13Q: 3 clusters Score -791460.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -791564.875000 Penalty: 2965.412598
	Iteration 14Q: 3 clusters Score -791564.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -791677.875000 Penalty: 2965.412598
	Iteration 15Q: 3 clusters Score -791677.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -791771.875000 Penalty: 2965.412598
	Iteration 16Q: 3 clusters Score -791771.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -791862.062500 Penalty: 2965.412598
	Iteration 17Q: 3 clusters Score -791862.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -791938.312500 Penalty: 2965.412598
	Iteration 18Q: 3 clusters Score -791938.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -791993.875000 Penalty: 2965.412598
	Iteration 19Q: 3 clusters Score -791993.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -792048.875000 Penalty: 2965.412598
	Iteration 20F: 3 clusters Score -792048.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -792099.125000 Penalty: 2965.412598
	Iteration 21Q: 3 clusters Score -792099.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -792149.937500 Penalty: 2965.412598
	Iteration 22Q: 3 clusters Score -792149.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -792197.625000 Penalty: 2965.412598
	Iteration 23Q: 3 clusters Score -792197.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -792238.062500 Penalty: 2965.412598
	Iteration 24Q: 3 clusters Score -792238.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -792267.062500 Penalty: 2965.412598
	Iteration 25Q: 3 clusters Score -792267.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -792293.375000 Penalty: 2965.412598
	Iteration 26Q: 3 clusters Score -792293.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -792318.812500 Penalty: 2965.412598
	Iteration 27Q: 3 clusters Score -792318.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -792338.875000 Penalty: 2965.412598
	Iteration 28Q: 3 clusters Score -792338.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -792367.812500 Penalty: 2965.412598
	Iteration 29Q: 3 clusters Score -792367.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -792399.500000 Penalty: 2965.412598
	Iteration 30Q: 3 clusters Score -792399.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -792432.500000 Penalty: 2965.412598
	Iteration 31Q: 3 clusters Score -792432.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -792459.562500 Penalty: 2965.412598
	Iteration 32Q: 3 clusters Score -792459.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -792495.937500 Penalty: 2965.412598
	Iteration 33Q: 3 clusters Score -792495.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -792531.500000 Penalty: 2965.412598
	Iteration 34Q: 3 clusters Score -792531.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -792577.125000 Penalty: 2965.412598
	Iteration 35Q: 3 clusters Score -792577.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -792629.500000 Penalty: 2965.412598
	Iteration 36Q: 3 clusters Score -792629.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -792688.812500 Penalty: 2965.412598
	Iteration 37Q: 3 clusters Score -792688.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -792744.250000 Penalty: 2965.412598
	Iteration 38Q: 3 clusters Score -792744.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -792802.375000 Penalty: 2965.412598
	Iteration 39Q: 3 clusters Score -792802.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -792853.687500 Penalty: 2965.412598
	Iteration 40F: 3 clusters Score -792853.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -792891.750000 Penalty: 2965.412598
	Iteration 41Q: 3 clusters Score -792891.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -792921.625000 Penalty: 2965.412598
	Iteration 42Q: 3 clusters Score -792921.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -792938.125000 Penalty: 2965.412598
	Iteration 43Q: 3 clusters Score -792938.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -792953.500000 Penalty: 2965.412598
	Iteration 44Q: 3 clusters Score -792953.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -792969.062500 Penalty: 2965.412598
	Iteration 45Q: 3 clusters Score -792969.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -792982.875000 Penalty: 2965.412598
	Iteration 46Q: 3 clusters Score -792982.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -793003.375000 Penalty: 2965.412598
	Iteration 47Q: 3 clusters Score -793003.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -793017.000000 Penalty: 2965.412598
	Iteration 48Q: 3 clusters Score -793017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -793028.812500 Penalty: 2965.412598
	Iteration 49Q: 3 clusters Score -793028.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -793039.625000 Penalty: 2965.412598
	Iteration 50Q: 3 clusters Score -793039.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -793055.500000 Penalty: 2965.412598
	Iteration 51Q: 3 clusters Score -793055.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -793063.562500 Penalty: 2965.412598
	Iteration 52Q: 3 clusters Score -793063.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -793070.125000 Penalty: 2965.412598
	Iteration 53Q: 3 clusters Score -793070.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -793074.875000 Penalty: 2965.412598
	Iteration 54Q: 3 clusters Score -793074.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -793078.812500 Penalty: 2965.412598
	Iteration 55Q: 3 clusters Score -793078.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -793086.562500 Penalty: 2965.412598
	Iteration 56Q: 3 clusters Score -793086.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -793092.062500 Penalty: 2965.412598
	Iteration 57Q: 3 clusters Score -793092.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -793095.062500 Penalty: 2965.412598
	Iteration 58Q: 3 clusters Score -793095.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -793098.437500 Penalty: 2965.412598
	Iteration 59Q: 3 clusters Score -793098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -793099.312500 Penalty: 2965.412598
	Iteration 60F: 3 clusters Score -793099.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -793104.937500 Penalty: 2965.412598
	Iteration 61Q: 3 clusters Score -793104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -793106.375000 Penalty: 2965.412598
	Iteration 62Q: 3 clusters Score -793106.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -793113.500000 Penalty: 2965.412598
	Iteration 63Q: 3 clusters Score -793113.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -793119.250000 Penalty: 2965.412598
	Iteration 64Q: 3 clusters Score -793119.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -793127.937500 Penalty: 2965.412598
	Iteration 65Q: 3 clusters Score -793127.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -793136.000000 Penalty: 2965.412598
	Iteration 66Q: 3 clusters Score -793136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -793145.187500 Penalty: 2965.412598
	Iteration 67Q: 3 clusters Score -793145.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -793149.687500 Penalty: 2965.412598
	Iteration 68Q: 3 clusters Score -793149.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -793154.062500 Penalty: 2965.412598
	Iteration 69Q: 3 clusters Score -793154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -793161.312500 Penalty: 2965.412598
	Iteration 70Q: 3 clusters Score -793161.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -793166.500000 Penalty: 2965.412598
	Iteration 71Q: 3 clusters Score -793166.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -793173.875000 Penalty: 2965.412598
	Iteration 72Q: 3 clusters Score -793173.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -793177.562500 Penalty: 2965.412598
	Iteration 73Q: 3 clusters Score -793177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -793180.312500 Penalty: 2965.412598
	Iteration 74Q: 3 clusters Score -793180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -793181.000000 Penalty: 2965.412598
	Iteration 75Q: 3 clusters Score -793181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -793183.312500 Penalty: 2965.412598
	Iteration 76Q: 3 clusters Score -793183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -793186.312500 Penalty: 2965.412598
	Iteration 77Q: 3 clusters Score -793186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -793189.562500 Penalty: 2965.412598
	Iteration 78Q: 3 clusters Score -793189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -793193.250000 Penalty: 2965.412598
	Iteration 79Q: 3 clusters Score -793193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -793197.000000 Penalty: 2965.412598
	Iteration 80F: 3 clusters Score -793197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -793198.125000 Penalty: 2965.412598
	Iteration 81Q: 3 clusters Score -793198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -793202.500000 Penalty: 2965.412598
	Iteration 82Q: 3 clusters Score -793202.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -793207.125000 Penalty: 2965.412598
	Iteration 83Q: 3 clusters Score -793207.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -793211.062500 Penalty: 2965.412598
	Iteration 84Q: 3 clusters Score -793211.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -793213.937500 Penalty: 2965.412598
	Iteration 85Q: 3 clusters Score -793213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -793213.125000 Penalty: 2965.412598
	Iteration 86Q: 3 clusters Score -793213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -793217.250000 Penalty: 2965.412598
	Iteration 87Q: 3 clusters Score -793217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -793216.375000 Penalty: 2965.412598
	Iteration 88Q: 3 clusters Score -793216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -793218.562500 Penalty: 2965.412598
	Iteration 89Q: 3 clusters Score -793218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -793218.812500 Penalty: 2965.412598
	Iteration 90Q: 3 clusters Score -793218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -793219.375000 Penalty: 2965.412598
	Iteration 91Q: 3 clusters Score -793219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -793220.750000 Penalty: 2965.412598
	Iteration 92Q: 3 clusters Score -793220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -793220.312500 Penalty: 2965.412598
	Iteration 93Q: 3 clusters Score -793220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -793219.875000 Penalty: 2965.412598
	Iteration 94Q: 3 clusters Score -793219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -793219.875000 Penalty: 2965.412598
	Iteration 95F: 3 clusters Score -793219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -159784.281250 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -159784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -157869.062500 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -157869.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -158340.093750 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -158340.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -158482.281250 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -158482.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -158598.984375 Penalty: 2430.588867
	Iteration 3F: 3 clusters Score -158599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158696.625000 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -158696.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -158797.843750 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -158797.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -158906.562500 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -158906.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -158963.750000 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -158963.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -158987.203125 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -158987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -158997.296875 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -158997.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -159007.421875 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -159007.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -159013.734375 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -159013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -159016.421875 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -159016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -159018.000000 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -159018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -159018.984375 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -159019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -159019.296875 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -159019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -159020.296875 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -159020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -159022.640625 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -159022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -159024.781250 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -159024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -159027.125000 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -159027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -159028.281250 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -159028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -159029.171875 Penalty: 2430.588867
	Iteration 21Q: 3 clusters Score -159029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -159031.937500 Penalty: 2430.588867
	Iteration 22Q: 3 clusters Score -159031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -159039.171875 Penalty: 2430.588867
	Iteration 23Q: 3 clusters Score -159039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -159045.703125 Penalty: 2430.588867
	Iteration 24Q: 3 clusters Score -159045.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -159052.500000 Penalty: 2430.588867
	Iteration 25Q: 3 clusters Score -159052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -159060.015625 Penalty: 2430.588867
	Iteration 26Q: 3 clusters Score -159060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -159064.015625 Penalty: 2430.588867
	Iteration 27Q: 3 clusters Score -159064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -159065.546875 Penalty: 2430.588867
	Iteration 28Q: 3 clusters Score -159065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -159066.265625 Penalty: 2430.588867
	Iteration 29Q: 3 clusters Score -159066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -159067.937500 Penalty: 2430.588867
	Iteration 30Q: 3 clusters Score -159067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -159071.625000 Penalty: 2430.588867
	Iteration 31Q: 3 clusters Score -159071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -159075.312500 Penalty: 2430.588867
	Iteration 32Q: 3 clusters Score -159075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -159077.484375 Penalty: 2430.588867
	Iteration 33Q: 3 clusters Score -159077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -159078.468750 Penalty: 2430.588867
	Iteration 34Q: 3 clusters Score -159078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -159079.625000 Penalty: 2430.588867
	Iteration 35Q: 3 clusters Score -159079.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -159079.625000 Penalty: 2430.588867
	Iteration 36F: 3 clusters Score -159079.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -219903.234375 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -219903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -217497.203125 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -217497.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -218050.578125 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -218050.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -218180.296875 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -218180.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -218278.562500 Penalty: 2552.042725
	Iteration 3F: 3 clusters Score -218278.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -218352.453125 Penalty: 2552.042725
	Iteration 4Q: 3 clusters Score -218352.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -218436.875000 Penalty: 2552.042725
	Iteration 5Q: 3 clusters Score -218436.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -218501.234375 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -218501.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -218560.171875 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -218560.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -218651.921875 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -218651.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -218773.609375 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -218773.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -218990.562500 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -218990.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -219185.796875 Penalty: 2552.042725
	Iteration 11F: 3 clusters Score -219185.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -219280.656250 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -219280.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -219384.125000 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -219384.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -219473.750000 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -219473.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -219560.953125 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -219561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -219632.921875 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -219632.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -219710.546875 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -219710.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -219784.203125 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -219784.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -219857.906250 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -219857.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -219887.062500 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -219887.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -219900.390625 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -219900.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -219906.000000 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -219906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -219908.203125 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -219908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -219909.296875 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -219909.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -219909.984375 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -219910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -219910.093750 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -219910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -219910.406250 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -219910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -219910.406250 Penalty: 2552.042725
	Iteration 28F: 3 clusters Score -219910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 38318 members 
Mstep: Class 4 contains 40866 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45467 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 1934 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40947 members 
Mstep: Class 21 contains 20799 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22506 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19888 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 39482 members 
Mstep: Class 44 contains 23740 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Mstep: Class 48 contains 638 members 
Entering Unmasked Estep 
Score: -49780912.000000 Penalty: 103005.007812
Splitting cluster 18 changes total score from -49781336.000000 to -49780912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -418676.312500 Penalty: 1365.216553
	Iteration 0F: 2 clusters Score -418676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -415043.031250 Penalty: 2730.433105
	Iteration 0F: 3 clusters Score -415043 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -416091.562500 Penalty: 2730.433105
	Iteration 1F: 3 clusters Score -416091.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -416265.937500 Penalty: 2730.433105
	Iteration 2F: 3 clusters Score -416265.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -416391.906250 Penalty: 2730.433105
	Iteration 3F: 3 clusters Score -416391.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -416508.718750 Penalty: 2730.433105
	Iteration 4Q: 3 clusters Score -416508.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -416621.968750 Penalty: 2730.433105
	Iteration 5Q: 3 clusters Score -416622 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -416728.781250 Penalty: 2730.433105
	Iteration 6Q: 3 clusters Score -416728.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -416854.843750 Penalty: 2730.433105
	Iteration 7Q: 3 clusters Score -416854.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -417003.562500 Penalty: 2730.433105
	Iteration 8Q: 3 clusters Score -417003.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -417152.312500 Penalty: 2730.433105
	Iteration 9Q: 3 clusters Score -417152.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -417307.937500 Penalty: 2730.433105
	Iteration 10Q: 3 clusters Score -417307.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -417470.843750 Penalty: 2730.433105
	Iteration 11Q: 3 clusters Score -417470.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -417585.906250 Penalty: 2730.433105
	Iteration 12Q: 3 clusters Score -417585.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -417666.968750 Penalty: 2730.433105
	Iteration 13Q: 3 clusters Score -417667 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -417727.718750 Penalty: 2730.433105
	Iteration 14Q: 3 clusters Score -417727.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -417778.250000 Penalty: 2730.433105
	Iteration 15Q: 3 clusters Score -417778.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -417810.000000 Penalty: 2730.433105
	Iteration 16Q: 3 clusters Score -417810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -417832.312500 Penalty: 2730.433105
	Iteration 17Q: 3 clusters Score -417832.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -417854.906250 Penalty: 2730.433105
	Iteration 18Q: 3 clusters Score -417854.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -417868.937500 Penalty: 2730.433105
	Iteration 19Q: 3 clusters Score -417868.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -417874.687500 Penalty: 2730.433105
	Iteration 20F: 3 clusters Score -417874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -417877.937500 Penalty: 2730.433105
	Iteration 21Q: 3 clusters Score -417877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -417880.562500 Penalty: 2730.433105
	Iteration 22Q: 3 clusters Score -417880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -417882.406250 Penalty: 2730.433105
	Iteration 23Q: 3 clusters Score -417882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -417885.218750 Penalty: 2730.433105
	Iteration 24Q: 3 clusters Score -417885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -417889.218750 Penalty: 2730.433105
	Iteration 25Q: 3 clusters Score -417889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -417890.937500 Penalty: 2730.433105
	Iteration 26Q: 3 clusters Score -417890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -417890.937500 Penalty: 2730.433105
	Iteration 27Q: 3 clusters Score -417890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -417890.937500 Penalty: 2730.433105
	Iteration 28F: 3 clusters Score -417890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Entering Unmasked Estep 
Score: -3928893.500000 Penalty: 1725.755615
	Iteration 0F: 2 clusters Score -3928894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3904572.000000 Penalty: 3451.511230
	Iteration 0F: 3 clusters Score -3904572 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3915127.750000 Penalty: 3451.511230
	Iteration 1F: 3 clusters Score -3915128 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3915502.750000 Penalty: 3451.511230
	Iteration 2Q: 3 clusters Score -3915503 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3915869.000000 Penalty: 3451.511230
	Iteration 3Q: 3 clusters Score -3915869 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3916269.500000 Penalty: 3451.511230
	Iteration 4Q: 3 clusters Score -3916270 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3916773.000000 Penalty: 3451.511230
	Iteration 5Q: 3 clusters Score -3916773 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3917314.500000 Penalty: 3451.511230
	Iteration 6Q: 3 clusters Score -3917314 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3918211.250000 Penalty: 3451.511230
	Iteration 7Q: 3 clusters Score -3918211 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3919621.750000 Penalty: 3451.511230
	Iteration 8F: 3 clusters Score -3919622 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3921615.000000 Penalty: 3451.511230
	Iteration 9F: 3 clusters Score -3921615 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -3923965.000000 Penalty: 3451.511230
	Iteration 10F: 3 clusters Score -3923965 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3925647.250000 Penalty: 3451.511230
	Iteration 11F: 3 clusters Score -3925647 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -3926488.250000 Penalty: 3451.511230
	Iteration 12Q: 3 clusters Score -3926488 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -3926959.000000 Penalty: 3451.511230
	Iteration 13Q: 3 clusters Score -3926959 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -3927194.250000 Penalty: 3451.511230
	Iteration 14Q: 3 clusters Score -3927194 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -3927331.000000 Penalty: 3451.511230
	Iteration 15Q: 3 clusters Score -3927331 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -3927433.500000 Penalty: 3451.511230
	Iteration 16Q: 3 clusters Score -3927434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -3927504.250000 Penalty: 3451.511230
	Iteration 17Q: 3 clusters Score -3927504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -3927551.000000 Penalty: 3451.511230
	Iteration 18Q: 3 clusters Score -3927551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -3927569.500000 Penalty: 3451.511230
	Iteration 19Q: 3 clusters Score -3927570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -3927570.250000 Penalty: 3451.511230
	Iteration 20F: 3 clusters Score -3927570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -3927592.500000 Penalty: 3451.511230
	Iteration 21Q: 3 clusters Score -3927592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -3927610.250000 Penalty: 3451.511230
	Iteration 22Q: 3 clusters Score -3927610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -3927637.250000 Penalty: 3451.511230
	Iteration 23Q: 3 clusters Score -3927637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -3927653.000000 Penalty: 3451.511230
	Iteration 24Q: 3 clusters Score -3927653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -3927668.250000 Penalty: 3451.511230
	Iteration 25Q: 3 clusters Score -3927668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -3927662.750000 Penalty: 3451.511230
	Iteration 26Q: 3 clusters Score -3927663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3927672.500000 Penalty: 3451.511230
	Iteration 27Q: 3 clusters Score -3927672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -3927668.250000 Penalty: 3451.511230
	Iteration 28Q: 3 clusters Score -3927668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3927669.750000 Penalty: 3451.511230
	Iteration 29Q: 3 clusters Score -3927670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3927667.500000 Penalty: 3451.511230
	Iteration 30Q: 3 clusters Score -3927668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -3927673.000000 Penalty: 3451.511230
	Iteration 31Q: 3 clusters Score -3927673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -3927674.750000 Penalty: 3451.511230
	Iteration 32Q: 3 clusters Score -3927675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -3927680.500000 Penalty: 3451.511230
	Iteration 33Q: 3 clusters Score -3927680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -3927677.500000 Penalty: 3451.511230
	Iteration 34Q: 3 clusters Score -3927678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -3927690.000000 Penalty: 3451.511230
	Iteration 35Q: 3 clusters Score -3927690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -3927692.750000 Penalty: 3451.511230
	Iteration 36Q: 3 clusters Score -3927693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -3927690.250000 Penalty: 3451.511230
	Iteration 37Q: 3 clusters Score -3927690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -3927690.250000 Penalty: 3451.511230
	Iteration 38F: 3 clusters Score -3927690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Entering Unmasked Estep 
Score: -2047525.500000 Penalty: 1615.682251
	Iteration 0F: 2 clusters Score -2047526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2033433.000000 Penalty: 3231.364502
	Iteration 0F: 3 clusters Score -2033433 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2038391.125000 Penalty: 3231.364502
	Iteration 1F: 3 clusters Score -2038391 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2038672.125000 Penalty: 3231.364502
	Iteration 2Q: 3 clusters Score -2038672 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2038906.625000 Penalty: 3231.364502
	Iteration 3Q: 3 clusters Score -2038907 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2039151.250000 Penalty: 3231.364502
	Iteration 4Q: 3 clusters Score -2039151 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2039428.500000 Penalty: 3231.364502
	Iteration 5Q: 3 clusters Score -2039428 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2039784.250000 Penalty: 3231.364502
	Iteration 6Q: 3 clusters Score -2039784 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2040333.000000 Penalty: 3231.364502
	Iteration 7Q: 3 clusters Score -2040333 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2041131.875000 Penalty: 3231.364502
	Iteration 8F: 3 clusters Score -2041132 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2042057.250000 Penalty: 3231.364502
	Iteration 9F: 3 clusters Score -2042057 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2043017.250000 Penalty: 3231.364502
	Iteration 10F: 3 clusters Score -2043017 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2043887.875000 Penalty: 3231.364502
	Iteration 11Q: 3 clusters Score -2043888 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2044565.250000 Penalty: 3231.364502
	Iteration 12Q: 3 clusters Score -2044565 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2045014.375000 Penalty: 3231.364502
	Iteration 13Q: 3 clusters Score -2045014 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2045311.875000 Penalty: 3231.364502
	Iteration 14Q: 3 clusters Score -2045312 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2045490.250000 Penalty: 3231.364502
	Iteration 15Q: 3 clusters Score -2045490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2045597.875000 Penalty: 3231.364502
	Iteration 16Q: 3 clusters Score -2045598 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2045671.875000 Penalty: 3231.364502
	Iteration 17Q: 3 clusters Score -2045672 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2045738.500000 Penalty: 3231.364502
	Iteration 18Q: 3 clusters Score -2045738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2045774.000000 Penalty: 3231.364502
	Iteration 19Q: 3 clusters Score -2045774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2045803.125000 Penalty: 3231.364502
	Iteration 20F: 3 clusters Score -2045803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2045836.500000 Penalty: 3231.364502
	Iteration 21Q: 3 clusters Score -2045836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2045872.500000 Penalty: 3231.364502
	Iteration 22Q: 3 clusters Score -2045872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2045901.000000 Penalty: 3231.364502
	Iteration 23Q: 3 clusters Score -2045901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2045920.750000 Penalty: 3231.364502
	Iteration 24Q: 3 clusters Score -2045921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2045938.125000 Penalty: 3231.364502
	Iteration 25Q: 3 clusters Score -2045938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2045951.125000 Penalty: 3231.364502
	Iteration 26Q: 3 clusters Score -2045951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2045967.625000 Penalty: 3231.364502
	Iteration 27Q: 3 clusters Score -2045968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2045979.875000 Penalty: 3231.364502
	Iteration 28Q: 3 clusters Score -2045980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2045990.625000 Penalty: 3231.364502
	Iteration 29Q: 3 clusters Score -2045991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2046004.125000 Penalty: 3231.364502
	Iteration 30Q: 3 clusters Score -2046004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2046018.375000 Penalty: 3231.364502
	Iteration 31Q: 3 clusters Score -2046018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2046031.250000 Penalty: 3231.364502
	Iteration 32Q: 3 clusters Score -2046031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2046041.000000 Penalty: 3231.364502
	Iteration 33Q: 3 clusters Score -2046041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2046049.000000 Penalty: 3231.364502
	Iteration 34Q: 3 clusters Score -2046049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2046050.750000 Penalty: 3231.364502
	Iteration 35Q: 3 clusters Score -2046051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2046050.500000 Penalty: 3231.364502
	Iteration 36Q: 3 clusters Score -2046050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2046050.750000 Penalty: 3231.364502
	Iteration 37Q: 3 clusters Score -2046051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2046052.000000 Penalty: 3231.364502
	Iteration 38Q: 3 clusters Score -2046052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2046055.125000 Penalty: 3231.364502
	Iteration 39Q: 3 clusters Score -2046055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2046057.375000 Penalty: 3231.364502
	Iteration 40F: 3 clusters Score -2046057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2046061.750000 Penalty: 3231.364502
	Iteration 41Q: 3 clusters Score -2046062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2046067.250000 Penalty: 3231.364502
	Iteration 42Q: 3 clusters Score -2046067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2046066.375000 Penalty: 3231.364502
	Iteration 43Q: 3 clusters Score -2046066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2046066.250000 Penalty: 3231.364502
	Iteration 44Q: 3 clusters Score -2046066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2046067.375000 Penalty: 3231.364502
	Iteration 45Q: 3 clusters Score -2046067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2046066.000000 Penalty: 3231.364502
	Iteration 46Q: 3 clusters Score -2046066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2046069.125000 Penalty: 3231.364502
	Iteration 47Q: 3 clusters Score -2046069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2046069.250000 Penalty: 3231.364502
	Iteration 48Q: 3 clusters Score -2046069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2046068.875000 Penalty: 3231.364502
	Iteration 49Q: 3 clusters Score -2046069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2046072.125000 Penalty: 3231.364502
	Iteration 50Q: 3 clusters Score -2046072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2046071.875000 Penalty: 3231.364502
	Iteration 51Q: 3 clusters Score -2046072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2046071.125000 Penalty: 3231.364502
	Iteration 52Q: 3 clusters Score -2046071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2046067.000000 Penalty: 3231.364502
	Iteration 53Q: 3 clusters Score -2046067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2046067.625000 Penalty: 3231.364502
	Iteration 54Q: 3 clusters Score -2046068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2046069.250000 Penalty: 3231.364502
	Iteration 55Q: 3 clusters Score -2046069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2046069.250000 Penalty: 3231.364502
	Iteration 56Q: 3 clusters Score -2046069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2046077.375000 Penalty: 3231.364502
	Iteration 57Q: 3 clusters Score -2046077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2046077.125000 Penalty: 3231.364502
	Iteration 58Q: 3 clusters Score -2046077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2046079.750000 Penalty: 3231.364502
	Iteration 59Q: 3 clusters Score -2046080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2046080.125000 Penalty: 3231.364502
	Iteration 60F: 3 clusters Score -2046080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2046079.250000 Penalty: 3231.364502
	Iteration 61Q: 3 clusters Score -2046079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2046083.250000 Penalty: 3231.364502
	Iteration 62Q: 3 clusters Score -2046083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2046084.125000 Penalty: 3231.364502
	Iteration 63Q: 3 clusters Score -2046084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2046084.500000 Penalty: 3231.364502
	Iteration 64Q: 3 clusters Score -2046084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2046087.000000 Penalty: 3231.364502
	Iteration 65Q: 3 clusters Score -2046087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2046088.375000 Penalty: 3231.364502
	Iteration 66Q: 3 clusters Score -2046088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2046092.625000 Penalty: 3231.364502
	Iteration 67Q: 3 clusters Score -2046093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2046091.750000 Penalty: 3231.364502
	Iteration 68Q: 3 clusters Score -2046092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2046093.000000 Penalty: 3231.364502
	Iteration 69Q: 3 clusters Score -2046093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2046095.875000 Penalty: 3231.364502
	Iteration 70Q: 3 clusters Score -2046096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2046097.875000 Penalty: 3231.364502
	Iteration 71Q: 3 clusters Score -2046098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2046097.250000 Penalty: 3231.364502
	Iteration 72Q: 3 clusters Score -2046097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2046098.375000 Penalty: 3231.364502
	Iteration 73Q: 3 clusters Score -2046098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2046098.375000 Penalty: 3231.364502
	Iteration 74F: 3 clusters Score -2046098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -100154.140625 Penalty: 1159.936890
	Iteration 0F: 2 clusters Score -100154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -98537.234375 Penalty: 2319.873779
	Iteration 0F: 3 clusters Score -98537.23 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98903.171875 Penalty: 2319.873779
	Iteration 1F: 3 clusters Score -98903.17 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99020.414062 Penalty: 2319.873779
	Iteration 2F: 3 clusters Score -99020.41 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99086.679688 Penalty: 2319.873779
	Iteration 3F: 3 clusters Score -99086.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99132.226562 Penalty: 2319.873779
	Iteration 4Q: 3 clusters Score -99132.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99170.953125 Penalty: 2319.873779
	Iteration 5Q: 3 clusters Score -99170.95 nChanged 26
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: -99194.148438 Penalty: 2319.873779
	Iteration 6Q: 3 clusters Score -99194.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99216.804688 Penalty: 2319.873779
	Iteration 7Q: 3 clusters Score -99216.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99244.140625 Penalty: 2319.873779
	Iteration 8Q: 3 clusters Score -99244.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99267.453125 Penalty: 2319.873779
	Iteration 9Q: 3 clusters Score -99267.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99278.765625 Penalty: 2319.873779
	Iteration 10Q: 3 clusters Score -99278.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99284.335938 Penalty: 2319.873779
	Iteration 11Q: 3 clusters Score -99284.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99291.976562 Penalty: 2319.873779
	Iteration 12Q: 3 clusters Score -99291.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99298.406250 Penalty: 2319.873779
	Iteration 13Q: 3 clusters Score -99298.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99303.343750 Penalty: 2319.873779
	Iteration 14Q: 3 clusters Score -99303.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99310.179688 Penalty: 2319.873779
	Iteration 15Q: 3 clusters Score -99310.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99318.875000 Penalty: 2319.873779
	Iteration 16Q: 3 clusters Score -99318.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99323.195312 Penalty: 2319.873779
	Iteration 17Q: 3 clusters Score -99323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99327.500000 Penalty: 2319.873779
	Iteration 18Q: 3 clusters Score -99327.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99333.617188 Penalty: 2319.873779
	Iteration 19Q: 3 clusters Score -99333.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99335.429688 Penalty: 2319.873779
	Iteration 20F: 3 clusters Score -99335.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99338.265625 Penalty: 2319.873779
	Iteration 21Q: 3 clusters Score -99338.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99339.796875 Penalty: 2319.873779
	Iteration 22Q: 3 clusters Score -99339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99340.242188 Penalty: 2319.873779
	Iteration 23Q: 3 clusters Score -99340.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99340.804688 Penalty: 2319.873779
	Iteration 24Q: 3 clusters Score -99340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99340.804688 Penalty: 2319.873779
	Iteration 25F: 3 clusters Score -99340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Entering Unmasked Estep 
Score: -511044.906250 Penalty: 1401.411865
	Iteration 0F: 2 clusters Score -511044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -506719.687500 Penalty: 2802.823730
	Iteration 0F: 3 clusters Score -506719.7 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -507936.031250 Penalty: 2802.823730
	Iteration 1F: 3 clusters Score -507936 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -508203.468750 Penalty: 2802.823730
	Iteration 2F: 3 clusters Score -508203.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -508455.906250 Penalty: 2802.823730
	Iteration 3F: 3 clusters Score -508455.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -508682.750000 Penalty: 2802.823730
	Iteration 4F: 3 clusters Score -508682.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -508894.062500 Penalty: 2802.823730
	Iteration 5F: 3 clusters Score -508894.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -509136.656250 Penalty: 2802.823730
	Iteration 6F: 3 clusters Score -509136.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -509402.750000 Penalty: 2802.823730
	Iteration 7F: 3 clusters Score -509402.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -509622.000000 Penalty: 2802.823730
	Iteration 8F: 3 clusters Score -509622 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -509781.218750 Penalty: 2802.823730
	Iteration 9Q: 3 clusters Score -509781.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -509895.093750 Penalty: 2802.823730
	Iteration 10Q: 3 clusters Score -509895.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -509965.812500 Penalty: 2802.823730
	Iteration 11Q: 3 clusters Score -509965.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -510009.187500 Penalty: 2802.823730
	Iteration 12Q: 3 clusters Score -510009.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -510038.125000 Penalty: 2802.823730
	Iteration 13Q: 3 clusters Score -510038.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -510054.343750 Penalty: 2802.823730
	Iteration 14Q: 3 clusters Score -510054.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -510065.250000 Penalty: 2802.823730
	Iteration 15Q: 3 clusters Score -510065.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -510077.500000 Penalty: 2802.823730
	Iteration 16Q: 3 clusters Score -510077.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -510092.468750 Penalty: 2802.823730
	Iteration 17Q: 3 clusters Score -510092.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -510098.562500 Penalty: 2802.823730
	Iteration 18Q: 3 clusters Score -510098.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -510104.750000 Penalty: 2802.823730
	Iteration 19Q: 3 clusters Score -510104.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -510108.812500 Penalty: 2802.823730
	Iteration 20F: 3 clusters Score -510108.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -510110.687500 Penalty: 2802.823730
	Iteration 21Q: 3 clusters Score -510110.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -510112.875000 Penalty: 2802.823730
	Iteration 22Q: 3 clusters Score -510112.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -510116.031250 Penalty: 2802.823730
	Iteration 23Q: 3 clusters Score -510116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -510118.718750 Penalty: 2802.823730
	Iteration 24Q: 3 clusters Score -510118.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -510119.281250 Penalty: 2802.823730
	Iteration 25Q: 3 clusters Score -510119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -510121.875000 Penalty: 2802.823730
	Iteration 26Q: 3 clusters Score -510121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -510121.750000 Penalty: 2802.823730
	Iteration 27Q: 3 clusters Score -510121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -510123.312500 Penalty: 2802.823730
	Iteration 28Q: 3 clusters Score -510123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -510123.156250 Penalty: 2802.823730
	Iteration 29Q: 3 clusters Score -510123.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -510125.937500 Penalty: 2802.823730
	Iteration 30Q: 3 clusters Score -510125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -510125.843750 Penalty: 2802.823730
	Iteration 31Q: 3 clusters Score -510125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -510128.718750 Penalty: 2802.823730
	Iteration 32Q: 3 clusters Score -510128.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -510130.718750 Penalty: 2802.823730
	Iteration 33Q: 3 clusters Score -510130.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -510132.406250 Penalty: 2802.823730
	Iteration 34Q: 3 clusters Score -510132.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -510136.375000 Penalty: 2802.823730
	Iteration 35Q: 3 clusters Score -510136.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -510140.062500 Penalty: 2802.823730
	Iteration 36Q: 3 clusters Score -510140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -510145.312500 Penalty: 2802.823730
	Iteration 37Q: 3 clusters Score -510145.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -510148.468750 Penalty: 2802.823730
	Iteration 38Q: 3 clusters Score -510148.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -510152.312500 Penalty: 2802.823730
	Iteration 39Q: 3 clusters Score -510152.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -510157.531250 Penalty: 2802.823730
	Iteration 40F: 3 clusters Score -510157.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -510158.156250 Penalty: 2802.823730
	Iteration 41Q: 3 clusters Score -510158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -510159.437500 Penalty: 2802.823730
	Iteration 42Q: 3 clusters Score -510159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -510161.125000 Penalty: 2802.823730
	Iteration 43Q: 3 clusters Score -510161.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -510162.406250 Penalty: 2802.823730
	Iteration 44Q: 3 clusters Score -510162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -510164.468750 Penalty: 2802.823730
	Iteration 45Q: 3 clusters Score -510164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -510164.875000 Penalty: 2802.823730
	Iteration 46Q: 3 clusters Score -510164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -510164.750000 Penalty: 2802.823730
	Iteration 47Q: 3 clusters Score -510164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -510166.843750 Penalty: 2802.823730
	Iteration 48Q: 3 clusters Score -510166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -510166.718750 Penalty: 2802.823730
	Iteration 49Q: 3 clusters Score -510166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -510166.500000 Penalty: 2802.823730
	Iteration 50Q: 3 clusters Score -510166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -510167.093750 Penalty: 2802.823730
	Iteration 51Q: 3 clusters Score -510167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -510168.125000 Penalty: 2802.823730
	Iteration 52Q: 3 clusters Score -510168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -510169.125000 Penalty: 2802.823730
	Iteration 53Q: 3 clusters Score -510169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -510169.718750 Penalty: 2802.823730
	Iteration 54Q: 3 clusters Score -510169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -510169.593750 Penalty: 2802.823730
	Iteration 55Q: 3 clusters Score -510169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -510170.843750 Penalty: 2802.823730
	Iteration 56Q: 3 clusters Score -510170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -510171.906250 Penalty: 2802.823730
	Iteration 57Q: 3 clusters Score -510171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -510172.656250 Penalty: 2802.823730
	Iteration 58Q: 3 clusters Score -510172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -510171.906250 Penalty: 2802.823730
	Iteration 59Q: 3 clusters Score -510171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -510172.968750 Penalty: 2802.823730
	Iteration 60F: 3 clusters Score -510173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -510172.656250 Penalty: 2802.823730
	Iteration 61Q: 3 clusters Score -510172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -510174.218750 Penalty: 2802.823730
	Iteration 62Q: 3 clusters Score -510174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -510175.375000 Penalty: 2802.823730
	Iteration 63Q: 3 clusters Score -510175.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -510178.531250 Penalty: 2802.823730
	Iteration 64Q: 3 clusters Score -510178.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -510179.906250 Penalty: 2802.823730
	Iteration 65Q: 3 clusters Score -510179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -510180.812500 Penalty: 2802.823730
	Iteration 66Q: 3 clusters Score -510180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -510182.468750 Penalty: 2802.823730
	Iteration 67Q: 3 clusters Score -510182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -510183.875000 Penalty: 2802.823730
	Iteration 68Q: 3 clusters Score -510183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -510183.125000 Penalty: 2802.823730
	Iteration 69Q: 3 clusters Score -510183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -510183.125000 Penalty: 2802.823730
	Iteration 70Q: 3 clusters Score -510183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -510183.562500 Penalty: 2802.823730
	Iteration 71Q: 3 clusters Score -510183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -510183.875000 Penalty: 2802.823730
	Iteration 72Q: 3 clusters Score -510183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -510184.843750 Penalty: 2802.823730
	Iteration 73Q: 3 clusters Score -510184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -510184.406250 Penalty: 2802.823730
	Iteration 74Q: 3 clusters Score -510184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -510185.187500 Penalty: 2802.823730
	Iteration 75Q: 3 clusters Score -510185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -510185.218750 Penalty: 2802.823730
	Iteration 76Q: 3 clusters Score -510185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -510187.656250 Penalty: 2802.823730
	Iteration 77Q: 3 clusters Score -510187.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -510188.187500 Penalty: 2802.823730
	Iteration 78Q: 3 clusters Score -510188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -510190.375000 Penalty: 2802.823730
	Iteration 79Q: 3 clusters Score -510190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -510189.250000 Penalty: 2802.823730
	Iteration 80F: 3 clusters Score -510189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -510190.437500 Penalty: 2802.823730
	Iteration 81Q: 3 clusters Score -510190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -510191.750000 Penalty: 2802.823730
	Iteration 82Q: 3 clusters Score -510191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -510192.750000 Penalty: 2802.823730
	Iteration 83Q: 3 clusters Score -510192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -510192.093750 Penalty: 2802.823730
	Iteration 84Q: 3 clusters Score -510192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -510192.218750 Penalty: 2802.823730
	Iteration 85Q: 3 clusters Score -510192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -510192.406250 Penalty: 2802.823730
	Iteration 86Q: 3 clusters Score -510192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -510192.343750 Penalty: 2802.823730
	Iteration 87Q: 3 clusters Score -510192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -510192.187500 Penalty: 2802.823730
	Iteration 88Q: 3 clusters Score -510192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -510192.187500 Penalty: 2802.823730
	Iteration 89F: 3 clusters Score -510192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -214371.687500 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -214371.7 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 1186 members 
Entering Unmasked Estep 
Score: -212017.359375 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -212017.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -212639.234375 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -212639.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -212838.250000 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -212838.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -212983.343750 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -212983.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -213140.718750 Penalty: 2524.223145
	Iteration 4F: 3 clusters Score -213140.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -213299.671875 Penalty: 2524.223145
	Iteration 5F: 3 clusters Score -213299.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -213420.828125 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -213420.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -213506.875000 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -213506.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -213590.765625 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -213590.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -213650.500000 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -213650.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -213694.828125 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -213694.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -213719.593750 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -213719.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213742.968750 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -213743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -213757.828125 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -213757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -213769.265625 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -213769.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -213778.906250 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -213778.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213783.796875 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -213783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -213786.500000 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -213786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -213787.937500 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -213787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213789.687500 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -213789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -213790.390625 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -213790.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213790.578125 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -213790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213791.468750 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -213791.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213791.468750 Penalty: 2524.223145
	Iteration 23F: 3 clusters Score -213791.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -505801.218750 Penalty: 1401.119385
	Iteration 0F: 2 clusters Score -505801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -501487.781250 Penalty: 2802.238770
	Iteration 0F: 3 clusters Score -501487.8 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -502770.937500 Penalty: 2802.238770
	Iteration 1F: 3 clusters Score -502770.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -503084.562500 Penalty: 2802.238770
	Iteration 2F: 3 clusters Score -503084.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -503334.812500 Penalty: 2802.238770
	Iteration 3F: 3 clusters Score -503334.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -503599.312500 Penalty: 2802.238770
	Iteration 4F: 3 clusters Score -503599.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -503818.156250 Penalty: 2802.238770
	Iteration 5F: 3 clusters Score -503818.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -503977.468750 Penalty: 2802.238770
	Iteration 6Q: 3 clusters Score -503977.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -504127.125000 Penalty: 2802.238770
	Iteration 7Q: 3 clusters Score -504127.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -504228.156250 Penalty: 2802.238770
	Iteration 8Q: 3 clusters Score -504228.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -504306.250000 Penalty: 2802.238770
	Iteration 9Q: 3 clusters Score -504306.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -504364.875000 Penalty: 2802.238770
	Iteration 10Q: 3 clusters Score -504364.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -504397.718750 Penalty: 2802.238770
	Iteration 11Q: 3 clusters Score -504397.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -504417.218750 Penalty: 2802.238770
	Iteration 12Q: 3 clusters Score -504417.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -504435.781250 Penalty: 2802.238770
	Iteration 13Q: 3 clusters Score -504435.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -504459.000000 Penalty: 2802.238770
	Iteration 14Q: 3 clusters Score -504459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -504483.156250 Penalty: 2802.238770
	Iteration 15Q: 3 clusters Score -504483.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -504506.968750 Penalty: 2802.238770
	Iteration 16Q: 3 clusters Score -504507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -504531.562500 Penalty: 2802.238770
	Iteration 17Q: 3 clusters Score -504531.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -504551.968750 Penalty: 2802.238770
	Iteration 18Q: 3 clusters Score -504552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -504573.000000 Penalty: 2802.238770
	Iteration 19Q: 3 clusters Score -504573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -504584.562500 Penalty: 2802.238770
	Iteration 20F: 3 clusters Score -504584.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -504595.375000 Penalty: 2802.238770
	Iteration 21Q: 3 clusters Score -504595.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -504608.375000 Penalty: 2802.238770
	Iteration 22Q: 3 clusters Score -504608.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -504627.156250 Penalty: 2802.238770
	Iteration 23Q: 3 clusters Score -504627.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -504639.656250 Penalty: 2802.238770
	Iteration 24Q: 3 clusters Score -504639.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -504645.250000 Penalty: 2802.238770
	Iteration 25Q: 3 clusters Score -504645.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -504657.000000 Penalty: 2802.238770
	Iteration 26Q: 3 clusters Score -504657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -504662.781250 Penalty: 2802.238770
	Iteration 27Q: 3 clusters Score -504662.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -504670.156250 Penalty: 2802.238770
	Iteration 28Q: 3 clusters Score -504670.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -504677.406250 Penalty: 2802.238770
	Iteration 29Q: 3 clusters Score -504677.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -504689.656250 Penalty: 2802.238770
	Iteration 30Q: 3 clusters Score -504689.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -504699.406250 Penalty: 2802.238770
	Iteration 31Q: 3 clusters Score -504699.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -504706.906250 Penalty: 2802.238770
	Iteration 32Q: 3 clusters Score -504706.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -504717.406250 Penalty: 2802.238770
	Iteration 33Q: 3 clusters Score -504717.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -504725.156250 Penalty: 2802.238770
	Iteration 34Q: 3 clusters Score -504725.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -504732.375000 Penalty: 2802.238770
	Iteration 35Q: 3 clusters Score -504732.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -504740.218750 Penalty: 2802.238770
	Iteration 36Q: 3 clusters Score -504740.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -504746.812500 Penalty: 2802.238770
	Iteration 37Q: 3 clusters Score -504746.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -504750.875000 Penalty: 2802.238770
	Iteration 38Q: 3 clusters Score -504750.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -504755.843750 Penalty: 2802.238770
	Iteration 39Q: 3 clusters Score -504755.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -504760.156250 Penalty: 2802.238770
	Iteration 40F: 3 clusters Score -504760.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -504761.906250 Penalty: 2802.238770
	Iteration 41Q: 3 clusters Score -504761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -504764.781250 Penalty: 2802.238770
	Iteration 42Q: 3 clusters Score -504764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -504766.750000 Penalty: 2802.238770
	Iteration 43Q: 3 clusters Score -504766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -504767.843750 Penalty: 2802.238770
	Iteration 44Q: 3 clusters Score -504767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -504767.500000 Penalty: 2802.238770
	Iteration 45Q: 3 clusters Score -504767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -504769.781250 Penalty: 2802.238770
	Iteration 46Q: 3 clusters Score -504769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -504770.093750 Penalty: 2802.238770
	Iteration 47Q: 3 clusters Score -504770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -504771.687500 Penalty: 2802.238770
	Iteration 48Q: 3 clusters Score -504771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -504772.281250 Penalty: 2802.238770
	Iteration 49Q: 3 clusters Score -504772.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -504772.437500 Penalty: 2802.238770
	Iteration 50Q: 3 clusters Score -504772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -504773.281250 Penalty: 2802.238770
	Iteration 51Q: 3 clusters Score -504773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -504773.218750 Penalty: 2802.238770
	Iteration 52Q: 3 clusters Score -504773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -504777.281250 Penalty: 2802.238770
	Iteration 53Q: 3 clusters Score -504777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -504777.875000 Penalty: 2802.238770
	Iteration 54Q: 3 clusters Score -504777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -504779.781250 Penalty: 2802.238770
	Iteration 55Q: 3 clusters Score -504779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -504780.281250 Penalty: 2802.238770
	Iteration 56Q: 3 clusters Score -504780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -504781.812500 Penalty: 2802.238770
	Iteration 57Q: 3 clusters Score -504781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -504784.812500 Penalty: 2802.238770
	Iteration 58Q: 3 clusters Score -504784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -504785.968750 Penalty: 2802.238770
	Iteration 59Q: 3 clusters Score -504786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -504787.125000 Penalty: 2802.238770
	Iteration 60F: 3 clusters Score -504787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -504786.843750 Penalty: 2802.238770
	Iteration 61Q: 3 clusters Score -504786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -504786.875000 Penalty: 2802.238770
	Iteration 62Q: 3 clusters Score -504786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -504787.750000 Penalty: 2802.238770
	Iteration 63Q: 3 clusters Score -504787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -504787.781250 Penalty: 2802.238770
	Iteration 64Q: 3 clusters Score -504787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -504787.781250 Penalty: 2802.238770
	Iteration 65F: 3 clusters Score -504787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -262157.812500 Penalty: 1292.870483
	Iteration 0F: 2 clusters Score -262157.8 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 1468 members 
Entering Unmasked Estep 
Score: -259516.968750 Penalty: 2585.740967
	Iteration 0F: 3 clusters Score -259517 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -260181.968750 Penalty: 2585.740967
	Iteration 1F: 3 clusters Score -260182 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -260396.109375 Penalty: 2585.740967
	Iteration 2F: 3 clusters Score -260396.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -260519.796875 Penalty: 2585.740967
	Iteration 3F: 3 clusters Score -260519.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -260616.062500 Penalty: 2585.740967
	Iteration 4F: 3 clusters Score -260616.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -260691.343750 Penalty: 2585.740967
	Iteration 5Q: 3 clusters Score -260691.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -260762.906250 Penalty: 2585.740967
	Iteration 6Q: 3 clusters Score -260762.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260818.718750 Penalty: 2585.740967
	Iteration 7Q: 3 clusters Score -260818.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -260860.062500 Penalty: 2585.740967
	Iteration 8Q: 3 clusters Score -260860.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -260907.906250 Penalty: 2585.740967
	Iteration 9Q: 3 clusters Score -260907.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -260944.515625 Penalty: 2585.740967
	Iteration 10Q: 3 clusters Score -260944.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -260972.281250 Penalty: 2585.740967
	Iteration 11Q: 3 clusters Score -260972.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -260990.109375 Penalty: 2585.740967
	Iteration 12Q: 3 clusters Score -260990.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -261003.125000 Penalty: 2585.740967
	Iteration 13Q: 3 clusters Score -261003.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -261013.546875 Penalty: 2585.740967
	Iteration 14Q: 3 clusters Score -261013.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -261017.562500 Penalty: 2585.740967
	Iteration 15Q: 3 clusters Score -261017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -261021.375000 Penalty: 2585.740967
	Iteration 16Q: 3 clusters Score -261021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -261026.921875 Penalty: 2585.740967
	Iteration 17Q: 3 clusters Score -261026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -261031.187500 Penalty: 2585.740967
	Iteration 18Q: 3 clusters Score -261031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261033.484375 Penalty: 2585.740967
	Iteration 19Q: 3 clusters Score -261033.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -261035.859375 Penalty: 2585.740967
	Iteration 20F: 3 clusters Score -261035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -261038.781250 Penalty: 2585.740967
	Iteration 21Q: 3 clusters Score -261038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261043.171875 Penalty: 2585.740967
	Iteration 22Q: 3 clusters Score -261043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -261046.312500 Penalty: 2585.740967
	Iteration 23Q: 3 clusters Score -261046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -261048.125000 Penalty: 2585.740967
	Iteration 24Q: 3 clusters Score -261048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -261049.546875 Penalty: 2585.740967
	Iteration 25Q: 3 clusters Score -261049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -261051.171875 Penalty: 2585.740967
	Iteration 26Q: 3 clusters Score -261051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -261052.421875 Penalty: 2585.740967
	Iteration 27Q: 3 clusters Score -261052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -261053.828125 Penalty: 2585.740967
	Iteration 28Q: 3 clusters Score -261053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -261053.718750 Penalty: 2585.740967
	Iteration 29Q: 3 clusters Score -261053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -261053.718750 Penalty: 2585.740967
	Iteration 30F: 3 clusters Score -261053.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -95647.875000 Penalty: 1155.885620
	Iteration 0F: 2 clusters Score -95647.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -94213.843750 Penalty: 2311.771240
	Iteration 0F: 3 clusters Score -94213.84 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94839.070312 Penalty: 2311.771240
	Iteration 1F: 3 clusters Score -94839.07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95159.234375 Penalty: 2311.771240
	Iteration 2F: 3 clusters Score -95159.23 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -95373.882812 Penalty: 2311.771240
	Iteration 3F: 3 clusters Score -95373.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95483.500000 Penalty: 2311.771240
	Iteration 4Q: 3 clusters Score -95483.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95539.953125 Penalty: 2311.771240
	Iteration 5Q: 3 clusters Score -95539.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95597.562500 Penalty: 2311.771240
	Iteration 6Q: 3 clusters Score -95597.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95638.125000 Penalty: 2311.771240
	Iteration 7Q: 3 clusters Score -95638.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95675.648438 Penalty: 2311.771240
	Iteration 8Q: 3 clusters Score -95675.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95697.804688 Penalty: 2311.771240
	Iteration 9Q: 3 clusters Score -95697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95706.937500 Penalty: 2311.771240
	Iteration 10Q: 3 clusters Score -95706.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95709.234375 Penalty: 2311.771240
	Iteration 11Q: 3 clusters Score -95709.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95709.234375 Penalty: 2311.771240
	Iteration 12F: 3 clusters Score -95709.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 38318 members 
Mstep: Class 4 contains 40866 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45467 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40947 members 
Mstep: Class 21 contains 20799 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22506 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19888 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 39482 members 
Mstep: Class 44 contains 23740 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Mstep: Class 48 contains 526 members 
Entering Unmasked Estep 
Score: -49780796.000000 Penalty: 103005.007812
Splitting cluster 27 changes total score from -49781336.000000 to -49780796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -423329.937500 Penalty: 1374.713623
	Iteration 0F: 2 clusters Score -423329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -419498.406250 Penalty: 2749.427246
	Iteration 0F: 3 clusters Score -419498.4 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -420652.343750 Penalty: 2749.427246
	Iteration 1F: 3 clusters Score -420652.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -420907.718750 Penalty: 2749.427246
	Iteration 2F: 3 clusters Score -420907.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -421143.250000 Penalty: 2749.427246
	Iteration 3F: 3 clusters Score -421143.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -421434.000000 Penalty: 2749.427246
	Iteration 4F: 3 clusters Score -421434 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -421738.593750 Penalty: 2749.427246
	Iteration 5F: 3 clusters Score -421738.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -422047.062500 Penalty: 2749.427246
	Iteration 6F: 3 clusters Score -422047.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -422341.031250 Penalty: 2749.427246
	Iteration 7F: 3 clusters Score -422341 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -422562.562500 Penalty: 2749.427246
	Iteration 8F: 3 clusters Score -422562.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -422718.000000 Penalty: 2749.427246
	Iteration 9Q: 3 clusters Score -422718 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -422824.406250 Penalty: 2749.427246
	Iteration 10Q: 3 clusters Score -422824.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -422907.250000 Penalty: 2749.427246
	Iteration 11Q: 3 clusters Score -422907.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -422979.093750 Penalty: 2749.427246
	Iteration 12Q: 3 clusters Score -422979.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -423009.343750 Penalty: 2749.427246
	Iteration 13Q: 3 clusters Score -423009.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -423023.500000 Penalty: 2749.427246
	Iteration 14Q: 3 clusters Score -423023.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -423031.250000 Penalty: 2749.427246
	Iteration 15Q: 3 clusters Score -423031.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -423034.625000 Penalty: 2749.427246
	Iteration 16Q: 3 clusters Score -423034.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -423039.906250 Penalty: 2749.427246
	Iteration 17Q: 3 clusters Score -423039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -423042.781250 Penalty: 2749.427246
	Iteration 18Q: 3 clusters Score -423042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -423045.218750 Penalty: 2749.427246
	Iteration 19Q: 3 clusters Score -423045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -423046.687500 Penalty: 2749.427246
	Iteration 20F: 3 clusters Score -423046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -423046.750000 Penalty: 2749.427246
	Iteration 21Q: 3 clusters Score -423046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -423048.437500 Penalty: 2749.427246
	Iteration 22Q: 3 clusters Score -423048.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -423049.406250 Penalty: 2749.427246
	Iteration 23Q: 3 clusters Score -423049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -423049.156250 Penalty: 2749.427246
	Iteration 24Q: 3 clusters Score -423049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -423049.875000 Penalty: 2749.427246
	Iteration 25Q: 3 clusters Score -423049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -423050.937500 Penalty: 2749.427246
	Iteration 26Q: 3 clusters Score -423050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -423052.375000 Penalty: 2749.427246
	Iteration 27Q: 3 clusters Score -423052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -423054.250000 Penalty: 2749.427246
	Iteration 28Q: 3 clusters Score -423054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -423056.750000 Penalty: 2749.427246
	Iteration 29Q: 3 clusters Score -423056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -423059.750000 Penalty: 2749.427246
	Iteration 30Q: 3 clusters Score -423059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -423061.437500 Penalty: 2749.427246
	Iteration 31Q: 3 clusters Score -423061.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -423066.281250 Penalty: 2749.427246
	Iteration 32Q: 3 clusters Score -423066.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -423070.468750 Penalty: 2749.427246
	Iteration 33Q: 3 clusters Score -423070.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -423076.343750 Penalty: 2749.427246
	Iteration 34Q: 3 clusters Score -423076.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -423080.531250 Penalty: 2749.427246
	Iteration 35Q: 3 clusters Score -423080.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -423086.593750 Penalty: 2749.427246
	Iteration 36Q: 3 clusters Score -423086.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -423092.062500 Penalty: 2749.427246
	Iteration 37Q: 3 clusters Score -423092.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -423100.156250 Penalty: 2749.427246
	Iteration 38Q: 3 clusters Score -423100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -423104.187500 Penalty: 2749.427246
	Iteration 39Q: 3 clusters Score -423104.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -423107.187500 Penalty: 2749.427246
	Iteration 40F: 3 clusters Score -423107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -423109.656250 Penalty: 2749.427246
	Iteration 41Q: 3 clusters Score -423109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -423111.468750 Penalty: 2749.427246
	Iteration 42Q: 3 clusters Score -423111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -423110.968750 Penalty: 2749.427246
	Iteration 43Q: 3 clusters Score -423111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -423111.937500 Penalty: 2749.427246
	Iteration 44Q: 3 clusters Score -423111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -423112.187500 Penalty: 2749.427246
	Iteration 45Q: 3 clusters Score -423112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -423113.531250 Penalty: 2749.427246
	Iteration 46Q: 3 clusters Score -423113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -423114.312500 Penalty: 2749.427246
	Iteration 47Q: 3 clusters Score -423114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -423113.406250 Penalty: 2749.427246
	Iteration 48Q: 3 clusters Score -423113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -423113.406250 Penalty: 2749.427246
	Iteration 49F: 3 clusters Score -423113.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Entering Unmasked Estep 
Score: -1976393.125000 Penalty: 1614.364380
	Iteration 0F: 2 clusters Score -1976393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1962350.750000 Penalty: 3228.728760
	Iteration 0F: 3 clusters Score -1962351 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1967446.000000 Penalty: 3228.728760
	Iteration 1F: 3 clusters Score -1967446 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1967829.875000 Penalty: 3228.728760
	Iteration 2F: 3 clusters Score -1967830 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1968199.875000 Penalty: 3228.728760
	Iteration 3Q: 3 clusters Score -1968200 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1968634.500000 Penalty: 3228.728760
	Iteration 4Q: 3 clusters Score -1968634 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1969234.250000 Penalty: 3228.728760
	Iteration 5F: 3 clusters Score -1969234 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1969971.000000 Penalty: 3228.728760
	Iteration 6F: 3 clusters Score -1969971 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1970825.500000 Penalty: 3228.728760
	Iteration 7F: 3 clusters Score -1970826 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1971719.875000 Penalty: 3228.728760
	Iteration 8F: 3 clusters Score -1971720 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1972575.250000 Penalty: 3228.728760
	Iteration 9F: 3 clusters Score -1972575 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1973254.750000 Penalty: 3228.728760
	Iteration 10Q: 3 clusters Score -1973255 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1973756.875000 Penalty: 3228.728760
	Iteration 11Q: 3 clusters Score -1973757 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1974118.000000 Penalty: 3228.728760
	Iteration 12Q: 3 clusters Score -1974118 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1974373.875000 Penalty: 3228.728760
	Iteration 13Q: 3 clusters Score -1974374 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1974543.000000 Penalty: 3228.728760
	Iteration 14Q: 3 clusters Score -1974543 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1974660.375000 Penalty: 3228.728760
	Iteration 15Q: 3 clusters Score -1974660 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1974741.125000 Penalty: 3228.728760
	Iteration 16Q: 3 clusters Score -1974741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1974797.875000 Penalty: 3228.728760
	Iteration 17Q: 3 clusters Score -1974798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1974830.375000 Penalty: 3228.728760
	Iteration 18Q: 3 clusters Score -1974830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1974872.000000 Penalty: 3228.728760
	Iteration 19Q: 3 clusters Score -1974872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1974912.500000 Penalty: 3228.728760
	Iteration 20F: 3 clusters Score -1974912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1974941.500000 Penalty: 3228.728760
	Iteration 21Q: 3 clusters Score -1974942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1974967.125000 Penalty: 3228.728760
	Iteration 22Q: 3 clusters Score -1974967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1974993.875000 Penalty: 3228.728760
	Iteration 23Q: 3 clusters Score -1974994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1975016.500000 Penalty: 3228.728760
	Iteration 24Q: 3 clusters Score -1975016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1975037.875000 Penalty: 3228.728760
	Iteration 25Q: 3 clusters Score -1975038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1975053.875000 Penalty: 3228.728760
	Iteration 26Q: 3 clusters Score -1975054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1975060.750000 Penalty: 3228.728760
	Iteration 27Q: 3 clusters Score -1975061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1975059.625000 Penalty: 3228.728760
	Iteration 28Q: 3 clusters Score -1975060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1975066.250000 Penalty: 3228.728760
	Iteration 29Q: 3 clusters Score -1975066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1975070.000000 Penalty: 3228.728760
	Iteration 30Q: 3 clusters Score -1975070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1975068.125000 Penalty: 3228.728760
	Iteration 31Q: 3 clusters Score -1975068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1975070.250000 Penalty: 3228.728760
	Iteration 32Q: 3 clusters Score -1975070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1975070.000000 Penalty: 3228.728760
	Iteration 33Q: 3 clusters Score -1975070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1975071.500000 Penalty: 3228.728760
	Iteration 34Q: 3 clusters Score -1975072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1975072.625000 Penalty: 3228.728760
	Iteration 35Q: 3 clusters Score -1975073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1975073.375000 Penalty: 3228.728760
	Iteration 36Q: 3 clusters Score -1975073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1975073.375000 Penalty: 3228.728760
	Iteration 37F: 3 clusters Score -1975073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Entering Unmasked Estep 
Score: -2037266.875000 Penalty: 1628.499756
	Iteration 0F: 2 clusters Score -2037267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2022085.125000 Penalty: 3256.999512
	Iteration 0F: 3 clusters Score -2022085 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2027978.000000 Penalty: 3256.999512
	Iteration 1F: 3 clusters Score -2027978 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2028564.875000 Penalty: 3256.999512
	Iteration 2F: 3 clusters Score -2028565 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2029301.250000 Penalty: 3256.999512
	Iteration 3F: 3 clusters Score -2029301 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2030276.500000 Penalty: 3256.999512
	Iteration 4F: 3 clusters Score -2030276 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2031471.000000 Penalty: 3256.999512
	Iteration 5F: 3 clusters Score -2031471 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2032755.250000 Penalty: 3256.999512
	Iteration 6F: 3 clusters Score -2032755 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2033972.625000 Penalty: 3256.999512
	Iteration 7F: 3 clusters Score -2033973 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2034848.500000 Penalty: 3256.999512
	Iteration 8Q: 3 clusters Score -2034848 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2035356.875000 Penalty: 3256.999512
	Iteration 9Q: 3 clusters Score -2035357 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2035608.500000 Penalty: 3256.999512
	Iteration 10Q: 3 clusters Score -2035608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2035743.500000 Penalty: 3256.999512
	Iteration 11Q: 3 clusters Score -2035744 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2035840.125000 Penalty: 3256.999512
	Iteration 12Q: 3 clusters Score -2035840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2035896.500000 Penalty: 3256.999512
	Iteration 13Q: 3 clusters Score -2035896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2035939.250000 Penalty: 3256.999512
	Iteration 14Q: 3 clusters Score -2035939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2035973.000000 Penalty: 3256.999512
	Iteration 15Q: 3 clusters Score -2035973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2035996.000000 Penalty: 3256.999512
	Iteration 16Q: 3 clusters Score -2035996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2036013.750000 Penalty: 3256.999512
	Iteration 17Q: 3 clusters Score -2036014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2036019.250000 Penalty: 3256.999512
	Iteration 18Q: 3 clusters Score -2036019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2036022.125000 Penalty: 3256.999512
	Iteration 19Q: 3 clusters Score -2036022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2036033.500000 Penalty: 3256.999512
	Iteration 20F: 3 clusters Score -2036034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2036034.500000 Penalty: 3256.999512
	Iteration 21Q: 3 clusters Score -2036034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2036039.000000 Penalty: 3256.999512
	Iteration 22Q: 3 clusters Score -2036039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2036039.875000 Penalty: 3256.999512
	Iteration 23Q: 3 clusters Score -2036040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2036040.250000 Penalty: 3256.999512
	Iteration 24Q: 3 clusters Score -2036040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2036044.625000 Penalty: 3256.999512
	Iteration 25Q: 3 clusters Score -2036045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2036050.250000 Penalty: 3256.999512
	Iteration 26Q: 3 clusters Score -2036050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2036050.750000 Penalty: 3256.999512
	Iteration 27Q: 3 clusters Score -2036051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2036054.000000 Penalty: 3256.999512
	Iteration 28Q: 3 clusters Score -2036054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2036053.500000 Penalty: 3256.999512
	Iteration 29Q: 3 clusters Score -2036054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2036055.875000 Penalty: 3256.999512
	Iteration 30Q: 3 clusters Score -2036056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2036060.250000 Penalty: 3256.999512
	Iteration 31Q: 3 clusters Score -2036060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2036066.000000 Penalty: 3256.999512
	Iteration 32Q: 3 clusters Score -2036066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2036067.375000 Penalty: 3256.999512
	Iteration 33Q: 3 clusters Score -2036067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2036068.125000 Penalty: 3256.999512
	Iteration 34Q: 3 clusters Score -2036068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2036071.375000 Penalty: 3256.999512
	Iteration 35Q: 3 clusters Score -2036071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2036074.500000 Penalty: 3256.999512
	Iteration 36Q: 3 clusters Score -2036074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2036075.625000 Penalty: 3256.999512
	Iteration 37Q: 3 clusters Score -2036076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2036076.250000 Penalty: 3256.999512
	Iteration 38Q: 3 clusters Score -2036076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2036077.750000 Penalty: 3256.999512
	Iteration 39Q: 3 clusters Score -2036078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2036077.750000 Penalty: 3256.999512
	Iteration 40F: 3 clusters Score -2036078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2036081.250000 Penalty: 3256.999512
	Iteration 41Q: 3 clusters Score -2036081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2036083.125000 Penalty: 3256.999512
	Iteration 42Q: 3 clusters Score -2036083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2036084.000000 Penalty: 3256.999512
	Iteration 43Q: 3 clusters Score -2036084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2036083.875000 Penalty: 3256.999512
	Iteration 44Q: 3 clusters Score -2036084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2036084.125000 Penalty: 3256.999512
	Iteration 45Q: 3 clusters Score -2036084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2036084.375000 Penalty: 3256.999512
	Iteration 46Q: 3 clusters Score -2036084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2036084.375000 Penalty: 3256.999512
	Iteration 47F: 3 clusters Score -2036084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -441488.500000 Penalty: 1378.490112
	Iteration 0F: 2 clusters Score -441488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -437600.187500 Penalty: 2756.980225
	Iteration 0F: 3 clusters Score -437600.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -438676.625000 Penalty: 2756.980225
	Iteration 1F: 3 clusters Score -438676.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -438917.468750 Penalty: 2756.980225
	Iteration 2F: 3 clusters Score -438917.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -439148.687500 Penalty: 2756.980225
	Iteration 3F: 3 clusters Score -439148.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -439389.281250 Penalty: 2756.980225
	Iteration 4F: 3 clusters Score -439389.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -439600.125000 Penalty: 2756.980225
	Iteration 5F: 3 clusters Score -439600.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -439819.375000 Penalty: 2756.980225
	Iteration 6Q: 3 clusters Score -439819.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -440033.125000 Penalty: 2756.980225
	Iteration 7Q: 3 clusters Score -440033.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -440238.031250 Penalty: 2756.980225
	Iteration 8Q: 3 clusters Score -440238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -440391.718750 Penalty: 2756.980225
	Iteration 9Q: 3 clusters Score -440391.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -440511.031250 Penalty: 2756.980225
	Iteration 10Q: 3 clusters Score -440511 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -440594.062500 Penalty: 2756.980225
	Iteration 11Q: 3 clusters Score -440594.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -440645.312500 Penalty: 2756.980225
	Iteration 12Q: 3 clusters Score -440645.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -440673.656250 Penalty: 2756.980225
	Iteration 13Q: 3 clusters Score -440673.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -440690.062500 Penalty: 2756.980225
	Iteration 14Q: 3 clusters Score -440690.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -440695.781250 Penalty: 2756.980225
	Iteration 15Q: 3 clusters Score -440695.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -440702.656250 Penalty: 2756.980225
	Iteration 16Q: 3 clusters Score -440702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -440706.937500 Penalty: 2756.980225
	Iteration 17Q: 3 clusters Score -440706.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -440708.531250 Penalty: 2756.980225
	Iteration 18Q: 3 clusters Score -440708.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -440711.343750 Penalty: 2756.980225
	Iteration 19Q: 3 clusters Score -440711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -440713.375000 Penalty: 2756.980225
	Iteration 20F: 3 clusters Score -440713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -440714.968750 Penalty: 2756.980225
	Iteration 21Q: 3 clusters Score -440715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -440716.968750 Penalty: 2756.980225
	Iteration 22Q: 3 clusters Score -440717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -440717.406250 Penalty: 2756.980225
	Iteration 23Q: 3 clusters Score -440717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -440719.031250 Penalty: 2756.980225
	Iteration 24Q: 3 clusters Score -440719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -440719.562500 Penalty: 2756.980225
	Iteration 25Q: 3 clusters Score -440719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -440719.000000 Penalty: 2756.980225
	Iteration 26Q: 3 clusters Score -440719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -440719.000000 Penalty: 2756.980225
	Iteration 27F: 3 clusters Score -440719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -131865.109375 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -131865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130055.828125 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -130055.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -130665.609375 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -130665.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -130873.687500 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -130873.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -131004.351562 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -131004.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -131112.093750 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -131112.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -131191.531250 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -131191.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -131226.703125 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -131226.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -131242.234375 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -131242.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -131253.312500 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -131253.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -131261.171875 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -131261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -131267.734375 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -131267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -131273.531250 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -131273.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -131278.890625 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -131278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -131279.843750 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -131279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -131280.906250 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -131280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -131284.968750 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -131285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -131293.281250 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -131293.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -131303.359375 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -131303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -131314.140625 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -131314.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -131322.546875 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -131322.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -131331.796875 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -131331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131341.656250 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -131341.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -131345.625000 Penalty: 2410.713623
	Iteration 22Q: 3 clusters Score -131345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -131346.343750 Penalty: 2410.713623
	Iteration 23Q: 3 clusters Score -131346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -131347.015625 Penalty: 2410.713623
	Iteration 24Q: 3 clusters Score -131347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -131348.125000 Penalty: 2410.713623
	Iteration 25Q: 3 clusters Score -131348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131348.703125 Penalty: 2410.713623
	Iteration 26Q: 3 clusters Score -131348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131350.531250 Penalty: 2410.713623
	Iteration 27Q: 3 clusters Score -131350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131353.328125 Penalty: 2410.713623
	Iteration 28Q: 3 clusters Score -131353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131356.046875 Penalty: 2410.713623
	Iteration 29Q: 3 clusters Score -131356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131359.000000 Penalty: 2410.713623
	Iteration 30Q: 3 clusters Score -131359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131362.421875 Penalty: 2410.713623
	Iteration 31Q: 3 clusters Score -131362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -131363.265625 Penalty: 2410.713623
	Iteration 32Q: 3 clusters Score -131363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131363.484375 Penalty: 2410.713623
	Iteration 33Q: 3 clusters Score -131363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131363.484375 Penalty: 2410.713623
	Iteration 34F: 3 clusters Score -131363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135156.156250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135156.2 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 768 members 
Entering Unmasked Estep 
Score: -133414.578125 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133414.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -133744.625000 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133744.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -133821.859375 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133821.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -133885.375000 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133885.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -133933.671875 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133933.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -133963.875000 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133963.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -133989.687500 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133989.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -134006.718750 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -134006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134014.609375 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -134014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -134018.843750 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -134018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -134022.765625 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -134022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -134027.031250 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -134027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -134031.500000 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -134031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -134034.125000 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -134034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -134037.296875 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -134037.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -134041.328125 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -134041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -134042.531250 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -134042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -134044.000000 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -134044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -134046.625000 Penalty: 2374.404541
	Iteration 18Q: 3 clusters Score -134046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -134047.250000 Penalty: 2374.404541
	Iteration 19Q: 3 clusters Score -134047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -134047.359375 Penalty: 2374.404541
	Iteration 20F: 3 clusters Score -134047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -223115.625000 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -223115.6 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 1219 members 
Entering Unmasked Estep 
Score: -220791.484375 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -220791.5 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -221319.156250 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -221319.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -221424.765625 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -221424.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -221480.265625 Penalty: 2534.520020
	Iteration 3Q: 3 clusters Score -221480.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -221520.562500 Penalty: 2534.520020
	Iteration 4Q: 3 clusters Score -221520.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -221555.500000 Penalty: 2534.520020
	Iteration 5Q: 3 clusters Score -221555.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -221591.265625 Penalty: 2534.520020
	Iteration 6Q: 3 clusters Score -221591.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -221613.578125 Penalty: 2534.520020
	Iteration 7Q: 3 clusters Score -221613.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -221629.890625 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -221629.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -221651.781250 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -221651.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -221662.968750 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -221663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -221673.390625 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -221673.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -221681.750000 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -221681.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -221688.734375 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -221688.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -221704.625000 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -221704.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -221717.703125 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -221717.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221733.546875 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -221733.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221751.375000 Penalty: 2534.520020
	Iteration 17Q: 3 clusters Score -221751.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -221763.296875 Penalty: 2534.520020
	Iteration 18Q: 3 clusters Score -221763.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221781.515625 Penalty: 2534.520020
	Iteration 19Q: 3 clusters Score -221781.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221801.375000 Penalty: 2534.520020
	Iteration 20F: 3 clusters Score -221801.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -221824.218750 Penalty: 2534.520020
	Iteration 21Q: 3 clusters Score -221824.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -221854.031250 Penalty: 2534.520020
	Iteration 22Q: 3 clusters Score -221854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221886.968750 Penalty: 2534.520020
	Iteration 23Q: 3 clusters Score -221887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -221924.593750 Penalty: 2534.520020
	Iteration 24Q: 3 clusters Score -221924.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -221957.515625 Penalty: 2534.520020
	Iteration 25Q: 3 clusters Score -221957.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -221980.359375 Penalty: 2534.520020
	Iteration 26Q: 3 clusters Score -221980.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -222013.031250 Penalty: 2534.520020
	Iteration 27Q: 3 clusters Score -222013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -222044.500000 Penalty: 2534.520020
	Iteration 28Q: 3 clusters Score -222044.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222080.515625 Penalty: 2534.520020
	Iteration 29Q: 3 clusters Score -222080.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -222105.718750 Penalty: 2534.520020
	Iteration 30Q: 3 clusters Score -222105.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -222125.625000 Penalty: 2534.520020
	Iteration 31Q: 3 clusters Score -222125.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -222136.890625 Penalty: 2534.520020
	Iteration 32Q: 3 clusters Score -222136.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -222146.703125 Penalty: 2534.520020
	Iteration 33Q: 3 clusters Score -222146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -222152.765625 Penalty: 2534.520020
	Iteration 34Q: 3 clusters Score -222152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -222155.796875 Penalty: 2534.520020
	Iteration 35Q: 3 clusters Score -222155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -222161.140625 Penalty: 2534.520020
	Iteration 36Q: 3 clusters Score -222161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -222163.703125 Penalty: 2534.520020
	Iteration 37Q: 3 clusters Score -222163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -222167.078125 Penalty: 2534.520020
	Iteration 38Q: 3 clusters Score -222167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -222170.984375 Penalty: 2534.520020
	Iteration 39Q: 3 clusters Score -222171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -222175.234375 Penalty: 2534.520020
	Iteration 40F: 3 clusters Score -222175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -222180.140625 Penalty: 2534.520020
	Iteration 41Q: 3 clusters Score -222180.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -222187.406250 Penalty: 2534.520020
	Iteration 42Q: 3 clusters Score -222187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -222190.671875 Penalty: 2534.520020
	Iteration 43Q: 3 clusters Score -222190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -222193.046875 Penalty: 2534.520020
	Iteration 44Q: 3 clusters Score -222193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -222193.656250 Penalty: 2534.520020
	Iteration 45Q: 3 clusters Score -222193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -222193.656250 Penalty: 2534.520020
	Iteration 46F: 3 clusters Score -222193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -80974.421875 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -80974.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79582.945312 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -79582.95 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79820.343750 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -79820.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -79901.953125 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -79901.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79937.828125 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -79937.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -79968.382812 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -79968.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -79995.203125 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -79995.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -80020.656250 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -80020.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -80036.804688 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -80036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -80053.093750 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -80053.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -80077.523438 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -80077.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -80101.960938 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -80101.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -80128.390625 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -80128.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -80159.210938 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -80159.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -80168.789062 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -80168.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -80180.859375 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -80180.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -80189.468750 Penalty: 2236.792236
	Iteration 15Q: 3 clusters Score -80189.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -80195.367188 Penalty: 2236.792236
	Iteration 16Q: 3 clusters Score -80195.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -80198.296875 Penalty: 2236.792236
	Iteration 17Q: 3 clusters Score -80198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -80199.140625 Penalty: 2236.792236
	Iteration 18Q: 3 clusters Score -80199.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -80199.140625 Penalty: 2236.792236
	Iteration 19F: 3 clusters Score -80199.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -350452.937500 Penalty: 1339.019653
	Iteration 0F: 2 clusters Score -350452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -347204.406250 Penalty: 2678.039307
	Iteration 0F: 3 clusters Score -347204.4 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -348029.687500 Penalty: 2678.039307
	Iteration 1F: 3 clusters Score -348029.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -348176.937500 Penalty: 2678.039307
	Iteration 2F: 3 clusters Score -348176.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -348284.062500 Penalty: 2678.039307
	Iteration 3Q: 3 clusters Score -348284.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -348366.750000 Penalty: 2678.039307
	Iteration 4Q: 3 clusters Score -348366.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -348443.750000 Penalty: 2678.039307
	Iteration 5Q: 3 clusters Score -348443.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -348514.281250 Penalty: 2678.039307
	Iteration 6Q: 3 clusters Score -348514.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -348579.500000 Penalty: 2678.039307
	Iteration 7Q: 3 clusters Score -348579.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -348665.312500 Penalty: 2678.039307
	Iteration 8Q: 3 clusters Score -348665.3 nChanged 129
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: -348766.437500 Penalty: 2678.039307
	Iteration 9Q: 3 clusters Score -348766.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -348859.468750 Penalty: 2678.039307
	Iteration 10Q: 3 clusters Score -348859.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -348933.656250 Penalty: 2678.039307
	Iteration 11Q: 3 clusters Score -348933.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -348992.531250 Penalty: 2678.039307
	Iteration 12Q: 3 clusters Score -348992.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -349034.375000 Penalty: 2678.039307
	Iteration 13Q: 3 clusters Score -349034.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -349061.625000 Penalty: 2678.039307
	Iteration 14Q: 3 clusters Score -349061.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -349086.000000 Penalty: 2678.039307
	Iteration 15Q: 3 clusters Score -349086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -349100.531250 Penalty: 2678.039307
	Iteration 16Q: 3 clusters Score -349100.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -349116.656250 Penalty: 2678.039307
	Iteration 17Q: 3 clusters Score -349116.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -349131.781250 Penalty: 2678.039307
	Iteration 18Q: 3 clusters Score -349131.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -349145.218750 Penalty: 2678.039307
	Iteration 19Q: 3 clusters Score -349145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -349154.906250 Penalty: 2678.039307
	Iteration 20F: 3 clusters Score -349154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -349165.406250 Penalty: 2678.039307
	Iteration 21Q: 3 clusters Score -349165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -349170.562500 Penalty: 2678.039307
	Iteration 22Q: 3 clusters Score -349170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -349175.062500 Penalty: 2678.039307
	Iteration 23Q: 3 clusters Score -349175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -349178.250000 Penalty: 2678.039307
	Iteration 24Q: 3 clusters Score -349178.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -349187.375000 Penalty: 2678.039307
	Iteration 25Q: 3 clusters Score -349187.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -349202.531250 Penalty: 2678.039307
	Iteration 26Q: 3 clusters Score -349202.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -349218.500000 Penalty: 2678.039307
	Iteration 27Q: 3 clusters Score -349218.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -349236.281250 Penalty: 2678.039307
	Iteration 28Q: 3 clusters Score -349236.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -349255.906250 Penalty: 2678.039307
	Iteration 29Q: 3 clusters Score -349255.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -349268.562500 Penalty: 2678.039307
	Iteration 30Q: 3 clusters Score -349268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -349271.906250 Penalty: 2678.039307
	Iteration 31Q: 3 clusters Score -349271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -349273.437500 Penalty: 2678.039307
	Iteration 32Q: 3 clusters Score -349273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -349278.312500 Penalty: 2678.039307
	Iteration 33Q: 3 clusters Score -349278.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -349285.093750 Penalty: 2678.039307
	Iteration 34Q: 3 clusters Score -349285.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -349288.468750 Penalty: 2678.039307
	Iteration 35Q: 3 clusters Score -349288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -349291.968750 Penalty: 2678.039307
	Iteration 36Q: 3 clusters Score -349292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -349295.687500 Penalty: 2678.039307
	Iteration 37Q: 3 clusters Score -349295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -349301.000000 Penalty: 2678.039307
	Iteration 38Q: 3 clusters Score -349301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -349303.343750 Penalty: 2678.039307
	Iteration 39Q: 3 clusters Score -349303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -349304.718750 Penalty: 2678.039307
	Iteration 40F: 3 clusters Score -349304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -349305.656250 Penalty: 2678.039307
	Iteration 41Q: 3 clusters Score -349305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -349305.593750 Penalty: 2678.039307
	Iteration 42Q: 3 clusters Score -349305.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -349305.593750 Penalty: 2678.039307
	Iteration 43F: 3 clusters Score -349305.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -339116.750000 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -339116.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -335965.843750 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -335965.8 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -336719.281250 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -336719.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -336875.187500 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -336875.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -336962.062500 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -336962.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -337021.937500 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -337021.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -337064.843750 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -337064.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -337108.500000 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -337108.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -337153.812500 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -337153.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -337199.437500 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -337199.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -337258.031250 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -337258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -337297.062500 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -337297.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -337335.468750 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -337335.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -337377.656250 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -337377.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -337422.218750 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -337422.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -337468.218750 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -337468.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -337517.500000 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -337517.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -337580.812500 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -337580.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -337634.375000 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -337634.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -337695.906250 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -337695.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -337758.156250 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -337758.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -337821.718750 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -337821.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -337872.375000 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -337872.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -337910.375000 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -337910.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -337951.281250 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -337951.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -337982.093750 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -337982.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -338023.156250 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -338023.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -338053.375000 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -338053.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -338076.562500 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -338076.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -338101.000000 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -338101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -338113.593750 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -338113.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -338127.562500 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -338127.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -338139.625000 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -338139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -338152.968750 Penalty: 2668.996582
	Iteration 32Q: 3 clusters Score -338153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -338160.812500 Penalty: 2668.996582
	Iteration 33Q: 3 clusters Score -338160.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -338167.500000 Penalty: 2668.996582
	Iteration 34Q: 3 clusters Score -338167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -338170.531250 Penalty: 2668.996582
	Iteration 35Q: 3 clusters Score -338170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -338173.312500 Penalty: 2668.996582
	Iteration 36Q: 3 clusters Score -338173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -338175.250000 Penalty: 2668.996582
	Iteration 37Q: 3 clusters Score -338175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -338177.937500 Penalty: 2668.996582
	Iteration 38Q: 3 clusters Score -338177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -338181.343750 Penalty: 2668.996582
	Iteration 39Q: 3 clusters Score -338181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -338181.875000 Penalty: 2668.996582
	Iteration 40F: 3 clusters Score -338181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -338181.531250 Penalty: 2668.996582
	Iteration 41Q: 3 clusters Score -338181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -338181.531250 Penalty: 2668.996582
	Iteration 42F: 3 clusters Score -338181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -143338.906250 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -143338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -141514.453125 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -141514.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -141892.906250 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -141892.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -141986.203125 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -141986.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -142041.078125 Penalty: 2386.823730
	Iteration 3Q: 3 clusters Score -142041.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -142068.390625 Penalty: 2386.823730
	Iteration 4Q: 3 clusters Score -142068.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -142092.046875 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -142092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -142112.296875 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -142112.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -142120.968750 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -142121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -142124.125000 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -142124.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -142126.375000 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -142126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -142129.875000 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -142129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -142131.750000 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -142131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -142132.078125 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -142132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -142132.281250 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -142132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -142132.906250 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -142132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -142132.906250 Penalty: 2386.823730
	Iteration 15F: 3 clusters Score -142132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -100291.320312 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -100291.3 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 546 members 
Entering Unmasked Estep 
Score: -98787.507812 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -98787.51 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99067.187500 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -99067.19 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -99148.921875 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -99148.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99189.140625 Penalty: 2278.644531
	Iteration 3Q: 3 clusters Score -99189.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99212.757812 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -99212.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99225.492188 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -99225.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99241.578125 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -99241.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99254.187500 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -99254.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99263.382812 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -99263.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99267.851562 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -99267.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99272.921875 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -99272.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99277.703125 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -99277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99283.000000 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -99283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99288.632812 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -99288.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99299.328125 Penalty: 2278.644531
	Iteration 14Q: 3 clusters Score -99299.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99305.757812 Penalty: 2278.644531
	Iteration 15Q: 3 clusters Score -99305.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99308.671875 Penalty: 2278.644531
	Iteration 16Q: 3 clusters Score -99308.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99311.898438 Penalty: 2278.644531
	Iteration 17Q: 3 clusters Score -99311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99312.750000 Penalty: 2278.644531
	Iteration 18Q: 3 clusters Score -99312.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99313.531250 Penalty: 2278.644531
	Iteration 19Q: 3 clusters Score -99313.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99313.531250 Penalty: 2278.644531
	Iteration 20F: 3 clusters Score -99313.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -417219.500000 Penalty: 1365.835815
	Iteration 0F: 2 clusters Score -417219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -413628.468750 Penalty: 2731.671631
	Iteration 0F: 3 clusters Score -413628.5 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -414641.312500 Penalty: 2731.671631
	Iteration 1F: 3 clusters Score -414641.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -414800.093750 Penalty: 2731.671631
	Iteration 2F: 3 clusters Score -414800.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -414894.812500 Penalty: 2731.671631
	Iteration 3Q: 3 clusters Score -414894.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -414962.656250 Penalty: 2731.671631
	Iteration 4Q: 3 clusters Score -414962.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -415042.750000 Penalty: 2731.671631
	Iteration 5Q: 3 clusters Score -415042.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -415121.250000 Penalty: 2731.671631
	Iteration 6Q: 3 clusters Score -415121.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -415183.781250 Penalty: 2731.671631
	Iteration 7Q: 3 clusters Score -415183.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -415258.281250 Penalty: 2731.671631
	Iteration 8Q: 3 clusters Score -415258.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -415334.250000 Penalty: 2731.671631
	Iteration 9Q: 3 clusters Score -415334.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -415415.625000 Penalty: 2731.671631
	Iteration 10Q: 3 clusters Score -415415.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -415502.843750 Penalty: 2731.671631
	Iteration 11Q: 3 clusters Score -415502.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -415573.281250 Penalty: 2731.671631
	Iteration 12Q: 3 clusters Score -415573.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -415640.593750 Penalty: 2731.671631
	Iteration 13Q: 3 clusters Score -415640.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -415729.093750 Penalty: 2731.671631
	Iteration 14Q: 3 clusters Score -415729.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -415836.875000 Penalty: 2731.671631
	Iteration 15Q: 3 clusters Score -415836.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -415928.187500 Penalty: 2731.671631
	Iteration 16Q: 3 clusters Score -415928.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -416046.468750 Penalty: 2731.671631
	Iteration 17Q: 3 clusters Score -416046.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -416211.125000 Penalty: 2731.671631
	Iteration 18Q: 3 clusters Score -416211.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -416315.437500 Penalty: 2731.671631
	Iteration 19Q: 3 clusters Score -416315.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -416381.250000 Penalty: 2731.671631
	Iteration 20F: 3 clusters Score -416381.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -416408.750000 Penalty: 2731.671631
	Iteration 21Q: 3 clusters Score -416408.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -416432.062500 Penalty: 2731.671631
	Iteration 22Q: 3 clusters Score -416432.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -416455.062500 Penalty: 2731.671631
	Iteration 23Q: 3 clusters Score -416455.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -416478.343750 Penalty: 2731.671631
	Iteration 24Q: 3 clusters Score -416478.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -416498.625000 Penalty: 2731.671631
	Iteration 25Q: 3 clusters Score -416498.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -416515.343750 Penalty: 2731.671631
	Iteration 26Q: 3 clusters Score -416515.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -416540.687500 Penalty: 2731.671631
	Iteration 27Q: 3 clusters Score -416540.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -416568.093750 Penalty: 2731.671631
	Iteration 28Q: 3 clusters Score -416568.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -416601.593750 Penalty: 2731.671631
	Iteration 29Q: 3 clusters Score -416601.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -416626.718750 Penalty: 2731.671631
	Iteration 30Q: 3 clusters Score -416626.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -416649.281250 Penalty: 2731.671631
	Iteration 31Q: 3 clusters Score -416649.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -416669.218750 Penalty: 2731.671631
	Iteration 32Q: 3 clusters Score -416669.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -416696.781250 Penalty: 2731.671631
	Iteration 33Q: 3 clusters Score -416696.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -416735.968750 Penalty: 2731.671631
	Iteration 34Q: 3 clusters Score -416736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -416779.656250 Penalty: 2731.671631
	Iteration 35Q: 3 clusters Score -416779.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -416813.281250 Penalty: 2731.671631
	Iteration 36Q: 3 clusters Score -416813.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -416830.718750 Penalty: 2731.671631
	Iteration 37Q: 3 clusters Score -416830.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -416840.812500 Penalty: 2731.671631
	Iteration 38Q: 3 clusters Score -416840.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -416850.687500 Penalty: 2731.671631
	Iteration 39Q: 3 clusters Score -416850.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -416861.187500 Penalty: 2731.671631
	Iteration 40F: 3 clusters Score -416861.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -416868.562500 Penalty: 2731.671631
	Iteration 41Q: 3 clusters Score -416868.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -416872.625000 Penalty: 2731.671631
	Iteration 42Q: 3 clusters Score -416872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -416875.687500 Penalty: 2731.671631
	Iteration 43Q: 3 clusters Score -416875.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -416878.562500 Penalty: 2731.671631
	Iteration 44Q: 3 clusters Score -416878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -416879.812500 Penalty: 2731.671631
	Iteration 45Q: 3 clusters Score -416879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -416879.281250 Penalty: 2731.671631
	Iteration 46Q: 3 clusters Score -416879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -416879.750000 Penalty: 2731.671631
	Iteration 47Q: 3 clusters Score -416879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -416880.062500 Penalty: 2731.671631
	Iteration 48Q: 3 clusters Score -416880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -416880.062500 Penalty: 2731.671631
	Iteration 49F: 3 clusters Score -416880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Entering Unmasked Estep 
Score: -1893749.250000 Penalty: 1608.404175
	Iteration 0F: 2 clusters Score -1893749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1880169.375000 Penalty: 3216.808350
	Iteration 0F: 3 clusters Score -1880169 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1884963.625000 Penalty: 3216.808350
	Iteration 1F: 3 clusters Score -1884964 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1885279.875000 Penalty: 3216.808350
	Iteration 2Q: 3 clusters Score -1885280 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1885594.125000 Penalty: 3216.808350
	Iteration 3Q: 3 clusters Score -1885594 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1885919.750000 Penalty: 3216.808350
	Iteration 4Q: 3 clusters Score -1885920 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1886260.000000 Penalty: 3216.808350
	Iteration 5Q: 3 clusters Score -1886260 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1886578.000000 Penalty: 3216.808350
	Iteration 6Q: 3 clusters Score -1886578 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1886987.125000 Penalty: 3216.808350
	Iteration 7Q: 3 clusters Score -1886987 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1887573.500000 Penalty: 3216.808350
	Iteration 8Q: 3 clusters Score -1887574 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1888226.375000 Penalty: 3216.808350
	Iteration 9Q: 3 clusters Score -1888226 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1888877.500000 Penalty: 3216.808350
	Iteration 10Q: 3 clusters Score -1888878 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1889433.625000 Penalty: 3216.808350
	Iteration 11Q: 3 clusters Score -1889434 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1889891.750000 Penalty: 3216.808350
	Iteration 12Q: 3 clusters Score -1889892 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1890209.625000 Penalty: 3216.808350
	Iteration 13Q: 3 clusters Score -1890210 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1890460.875000 Penalty: 3216.808350
	Iteration 14Q: 3 clusters Score -1890461 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1890651.875000 Penalty: 3216.808350
	Iteration 15Q: 3 clusters Score -1890652 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1890797.000000 Penalty: 3216.808350
	Iteration 16Q: 3 clusters Score -1890797 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1890915.750000 Penalty: 3216.808350
	Iteration 17Q: 3 clusters Score -1890916 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1891011.750000 Penalty: 3216.808350
	Iteration 18Q: 3 clusters Score -1891012 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1891086.375000 Penalty: 3216.808350
	Iteration 19Q: 3 clusters Score -1891086 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1891166.750000 Penalty: 3216.808350
	Iteration 20F: 3 clusters Score -1891167 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1891260.000000 Penalty: 3216.808350
	Iteration 21Q: 3 clusters Score -1891260 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1891347.375000 Penalty: 3216.808350
	Iteration 22Q: 3 clusters Score -1891347 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1891425.375000 Penalty: 3216.808350
	Iteration 23Q: 3 clusters Score -1891425 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1891503.750000 Penalty: 3216.808350
	Iteration 24Q: 3 clusters Score -1891504 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1891578.750000 Penalty: 3216.808350
	Iteration 25Q: 3 clusters Score -1891579 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1891639.125000 Penalty: 3216.808350
	Iteration 26Q: 3 clusters Score -1891639 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1891704.250000 Penalty: 3216.808350
	Iteration 27Q: 3 clusters Score -1891704 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1891773.875000 Penalty: 3216.808350
	Iteration 28Q: 3 clusters Score -1891774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1891830.000000 Penalty: 3216.808350
	Iteration 29Q: 3 clusters Score -1891830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1891876.500000 Penalty: 3216.808350
	Iteration 30Q: 3 clusters Score -1891876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1891924.375000 Penalty: 3216.808350
	Iteration 31Q: 3 clusters Score -1891924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1891971.125000 Penalty: 3216.808350
	Iteration 32Q: 3 clusters Score -1891971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1892033.375000 Penalty: 3216.808350
	Iteration 33Q: 3 clusters Score -1892033 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1892096.500000 Penalty: 3216.808350
	Iteration 34Q: 3 clusters Score -1892096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1892141.375000 Penalty: 3216.808350
	Iteration 35Q: 3 clusters Score -1892141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -1892178.250000 Penalty: 3216.808350
	Iteration 36Q: 3 clusters Score -1892178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1892207.375000 Penalty: 3216.808350
	Iteration 37Q: 3 clusters Score -1892207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1892237.125000 Penalty: 3216.808350
	Iteration 38Q: 3 clusters Score -1892237 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1892266.125000 Penalty: 3216.808350
	Iteration 39Q: 3 clusters Score -1892266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1892284.125000 Penalty: 3216.808350
	Iteration 40F: 3 clusters Score -1892284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -1892310.500000 Penalty: 3216.808350
	Iteration 41Q: 3 clusters Score -1892310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1892325.625000 Penalty: 3216.808350
	Iteration 42Q: 3 clusters Score -1892326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1892339.000000 Penalty: 3216.808350
	Iteration 43Q: 3 clusters Score -1892339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1892342.375000 Penalty: 3216.808350
	Iteration 44Q: 3 clusters Score -1892342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1892354.750000 Penalty: 3216.808350
	Iteration 45Q: 3 clusters Score -1892355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1892356.625000 Penalty: 3216.808350
	Iteration 46Q: 3 clusters Score -1892357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -1892361.625000 Penalty: 3216.808350
	Iteration 47Q: 3 clusters Score -1892362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1892362.125000 Penalty: 3216.808350
	Iteration 48Q: 3 clusters Score -1892362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1892370.625000 Penalty: 3216.808350
	Iteration 49Q: 3 clusters Score -1892371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1892373.125000 Penalty: 3216.808350
	Iteration 50Q: 3 clusters Score -1892373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -1892373.500000 Penalty: 3216.808350
	Iteration 51Q: 3 clusters Score -1892374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1892377.750000 Penalty: 3216.808350
	Iteration 52Q: 3 clusters Score -1892378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1892381.750000 Penalty: 3216.808350
	Iteration 53Q: 3 clusters Score -1892382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1892382.625000 Penalty: 3216.808350
	Iteration 54Q: 3 clusters Score -1892383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -1892383.250000 Penalty: 3216.808350
	Iteration 55Q: 3 clusters Score -1892383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1892383.500000 Penalty: 3216.808350
	Iteration 56Q: 3 clusters Score -1892384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -1892384.000000 Penalty: 3216.808350
	Iteration 57Q: 3 clusters Score -1892384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1892384.375000 Penalty: 3216.808350
	Iteration 58Q: 3 clusters Score -1892384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1892388.375000 Penalty: 3216.808350
	Iteration 59Q: 3 clusters Score -1892388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1892390.625000 Penalty: 3216.808350
	Iteration 60F: 3 clusters Score -1892391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1892397.750000 Penalty: 3216.808350
	Iteration 61Q: 3 clusters Score -1892398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1892398.375000 Penalty: 3216.808350
	Iteration 62Q: 3 clusters Score -1892398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1892400.000000 Penalty: 3216.808350
	Iteration 63Q: 3 clusters Score -1892400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1892406.875000 Penalty: 3216.808350
	Iteration 64Q: 3 clusters Score -1892407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1892406.750000 Penalty: 3216.808350
	Iteration 65Q: 3 clusters Score -1892407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1892406.750000 Penalty: 3216.808350
	Iteration 66F: 3 clusters Score -1892407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Entering Unmasked Estep 
Score: -730813.125000 Penalty: 1457.260864
	Iteration 0F: 2 clusters Score -730813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -725078.000000 Penalty: 2914.521729
	Iteration 0F: 3 clusters Score -725078 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -726854.250000 Penalty: 2914.521729
	Iteration 1F: 3 clusters Score -726854.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -727084.062500 Penalty: 2914.521729
	Iteration 2F: 3 clusters Score -727084.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -727236.437500 Penalty: 2914.521729
	Iteration 3Q: 3 clusters Score -727236.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -727357.875000 Penalty: 2914.521729
	Iteration 4Q: 3 clusters Score -727357.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -727454.750000 Penalty: 2914.521729
	Iteration 5Q: 3 clusters Score -727454.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -727537.187500 Penalty: 2914.521729
	Iteration 6Q: 3 clusters Score -727537.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -727620.375000 Penalty: 2914.521729
	Iteration 7Q: 3 clusters Score -727620.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -727715.000000 Penalty: 2914.521729
	Iteration 8Q: 3 clusters Score -727715 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -727840.000000 Penalty: 2914.521729
	Iteration 9Q: 3 clusters Score -727840 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -727988.062500 Penalty: 2914.521729
	Iteration 10Q: 3 clusters Score -727988.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -728166.750000 Penalty: 2914.521729
	Iteration 11Q: 3 clusters Score -728166.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -728351.250000 Penalty: 2914.521729
	Iteration 12Q: 3 clusters Score -728351.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -728541.500000 Penalty: 2914.521729
	Iteration 13Q: 3 clusters Score -728541.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -728725.000000 Penalty: 2914.521729
	Iteration 14Q: 3 clusters Score -728725 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -728919.437500 Penalty: 2914.521729
	Iteration 15Q: 3 clusters Score -728919.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -729054.437500 Penalty: 2914.521729
	Iteration 16Q: 3 clusters Score -729054.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -729198.187500 Penalty: 2914.521729
	Iteration 17Q: 3 clusters Score -729198.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -729340.375000 Penalty: 2914.521729
	Iteration 18Q: 3 clusters Score -729340.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -729450.750000 Penalty: 2914.521729
	Iteration 19Q: 3 clusters Score -729450.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -729572.375000 Penalty: 2914.521729
	Iteration 20F: 3 clusters Score -729572.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -729678.875000 Penalty: 2914.521729
	Iteration 21Q: 3 clusters Score -729678.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -729714.062500 Penalty: 2914.521729
	Iteration 22Q: 3 clusters Score -729714.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -729739.500000 Penalty: 2914.521729
	Iteration 23Q: 3 clusters Score -729739.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -729758.562500 Penalty: 2914.521729
	Iteration 24Q: 3 clusters Score -729758.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -729766.625000 Penalty: 2914.521729
	Iteration 25Q: 3 clusters Score -729766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -729776.375000 Penalty: 2914.521729
	Iteration 26Q: 3 clusters Score -729776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -729782.687500 Penalty: 2914.521729
	Iteration 27Q: 3 clusters Score -729782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -729785.562500 Penalty: 2914.521729
	Iteration 28Q: 3 clusters Score -729785.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -729787.625000 Penalty: 2914.521729
	Iteration 29Q: 3 clusters Score -729787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -729794.062500 Penalty: 2914.521729
	Iteration 30Q: 3 clusters Score -729794.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -729794.312500 Penalty: 2914.521729
	Iteration 31Q: 3 clusters Score -729794.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -729794.125000 Penalty: 2914.521729
	Iteration 32Q: 3 clusters Score -729794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -729794.687500 Penalty: 2914.521729
	Iteration 33Q: 3 clusters Score -729794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -729796.000000 Penalty: 2914.521729
	Iteration 34Q: 3 clusters Score -729796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -729796.062500 Penalty: 2914.521729
	Iteration 35Q: 3 clusters Score -729796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -729797.562500 Penalty: 2914.521729
	Iteration 36Q: 3 clusters Score -729797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -729799.062500 Penalty: 2914.521729
	Iteration 37Q: 3 clusters Score -729799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -729800.062500 Penalty: 2914.521729
	Iteration 38Q: 3 clusters Score -729800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -729799.437500 Penalty: 2914.521729
	Iteration 39Q: 3 clusters Score -729799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -729798.437500 Penalty: 2914.521729
	Iteration 40F: 3 clusters Score -729798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -729801.375000 Penalty: 2914.521729
	Iteration 41Q: 3 clusters Score -729801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -729800.875000 Penalty: 2914.521729
	Iteration 42Q: 3 clusters Score -729800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -729800.187500 Penalty: 2914.521729
	Iteration 43Q: 3 clusters Score -729800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -729801.187500 Penalty: 2914.521729
	Iteration 44Q: 3 clusters Score -729801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -729801.562500 Penalty: 2914.521729
	Iteration 45Q: 3 clusters Score -729801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -729802.625000 Penalty: 2914.521729
	Iteration 46Q: 3 clusters Score -729802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -729803.875000 Penalty: 2914.521729
	Iteration 47Q: 3 clusters Score -729803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -729803.562500 Penalty: 2914.521729
	Iteration 48Q: 3 clusters Score -729803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -729803.562500 Penalty: 2914.521729
	Iteration 49F: 3 clusters Score -729803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (39482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Entering Unmasked Estep 
Score: -3873367.250000 Penalty: 1719.834961
	Iteration 0F: 2 clusters Score -3873367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3852192.500000 Penalty: 3439.669922
	Iteration 0F: 3 clusters Score -3852192 nChanged 18518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3862604.500000 Penalty: 3439.669922
	Iteration 1F: 3 clusters Score -3862604 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3863027.750000 Penalty: 3439.669922
	Iteration 2Q: 3 clusters Score -3863028 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3863541.500000 Penalty: 3439.669922
	Iteration 3Q: 3 clusters Score -3863542 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3864206.250000 Penalty: 3439.669922
	Iteration 4Q: 3 clusters Score -3864206 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3865131.500000 Penalty: 3439.669922
	Iteration 5Q: 3 clusters Score -3865132 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3866368.250000 Penalty: 3439.669922
	Iteration 6F: 3 clusters Score -3866368 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3867848.250000 Penalty: 3439.669922
	Iteration 7F: 3 clusters Score -3867848 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3869324.500000 Penalty: 3439.669922
	Iteration 8F: 3 clusters Score -3869324 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -3870527.500000 Penalty: 3439.669922
	Iteration 9F: 3 clusters Score -3870528 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3871421.250000 Penalty: 3439.669922
	Iteration 10Q: 3 clusters Score -3871421 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3871959.750000 Penalty: 3439.669922
	Iteration 11Q: 3 clusters Score -3871960 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3872168.000000 Penalty: 3439.669922
	Iteration 12Q: 3 clusters Score -3872168 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3872211.750000 Penalty: 3439.669922
	Iteration 13Q: 3 clusters Score -3872212 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -3872212.000000 Penalty: 3439.669922
	Iteration 14Q: 3 clusters Score -3872212 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3872206.250000 Penalty: 3439.669922
	Iteration 15Q: 3 clusters Score -3872206 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3872197.500000 Penalty: 3439.669922
	Iteration 16Q: 3 clusters Score -3872198 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3872210.750000 Penalty: 3439.669922
	Iteration 17Q: 3 clusters Score -3872211 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3872218.500000 Penalty: 3439.669922
	Iteration 18Q: 3 clusters Score -3872218 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3872229.750000 Penalty: 3439.669922
	Iteration 19Q: 3 clusters Score -3872230 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3872221.000000 Penalty: 3439.669922
	Iteration 20F: 3 clusters Score -3872221 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3872214.750000 Penalty: 3439.669922
	Iteration 21Q: 3 clusters Score -3872215 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3872240.250000 Penalty: 3439.669922
	Iteration 22Q: 3 clusters Score -3872240 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3872280.250000 Penalty: 3439.669922
	Iteration 23Q: 3 clusters Score -3872280 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3872300.000000 Penalty: 3439.669922
	Iteration 24Q: 3 clusters Score -3872300 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3872341.250000 Penalty: 3439.669922
	Iteration 25Q: 3 clusters Score -3872341 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3872383.750000 Penalty: 3439.669922
	Iteration 26Q: 3 clusters Score -3872384 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3872473.500000 Penalty: 3439.669922
	Iteration 27Q: 3 clusters Score -3872474 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3872533.750000 Penalty: 3439.669922
	Iteration 28Q: 3 clusters Score -3872534 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3872640.250000 Penalty: 3439.669922
	Iteration 29Q: 3 clusters Score -3872640 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3872774.500000 Penalty: 3439.669922
	Iteration 30Q: 3 clusters Score -3872774 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3872897.750000 Penalty: 3439.669922
	Iteration 31Q: 3 clusters Score -3872898 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3873042.750000 Penalty: 3439.669922
	Iteration 32Q: 3 clusters Score -3873043 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3873170.750000 Penalty: 3439.669922
	Iteration 33Q: 3 clusters Score -3873171 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3873289.250000 Penalty: 3439.669922
	Iteration 34Q: 3 clusters Score -3873289 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3873392.750000 Penalty: 3439.669922
	Iteration 35Q: 3 clusters Score -3873393 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3873479.750000 Penalty: 3439.669922
	Iteration 36Q: 3 clusters Score -3873480 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3873558.750000 Penalty: 3439.669922
	Iteration 37Q: 3 clusters Score -3873559 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3873624.750000 Penalty: 3439.669922
	Iteration 38Q: 3 clusters Score -3873625 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3873664.750000 Penalty: 3439.669922
	Iteration 39Q: 3 clusters Score -3873665 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3873762.250000 Penalty: 3439.669922
	Iteration 40F: 3 clusters Score -3873762 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3873886.250000 Penalty: 3439.669922
	Iteration 41Q: 3 clusters Score -3873886 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3873988.750000 Penalty: 3439.669922
	Iteration 42Q: 3 clusters Score -3873989 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3874061.750000 Penalty: 3439.669922
	Iteration 43Q: 3 clusters Score -3874062 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3874109.250000 Penalty: 3439.669922
	Iteration 44Q: 3 clusters Score -3874109 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3874176.000000 Penalty: 3439.669922
	Iteration 45Q: 3 clusters Score -3874176 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3874212.250000 Penalty: 3439.669922
	Iteration 46Q: 3 clusters Score -3874212 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3874245.000000 Penalty: 3439.669922
	Iteration 47Q: 3 clusters Score -3874245 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3874281.250000 Penalty: 3439.669922
	Iteration 48Q: 3 clusters Score -3874281 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3874286.000000 Penalty: 3439.669922
	Iteration 49Q: 3 clusters Score -3874286 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3874306.500000 Penalty: 3439.669922
	Iteration 50Q: 3 clusters Score -3874306 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3874334.750000 Penalty: 3439.669922
	Iteration 51Q: 3 clusters Score -3874335 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3874344.750000 Penalty: 3439.669922
	Iteration 52Q: 3 clusters Score -3874345 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3874357.250000 Penalty: 3439.669922
	Iteration 53Q: 3 clusters Score -3874357 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3874397.500000 Penalty: 3439.669922
	Iteration 54Q: 3 clusters Score -3874398 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3874391.500000 Penalty: 3439.669922
	Iteration 55Q: 3 clusters Score -3874392 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3874407.500000 Penalty: 3439.669922
	Iteration 56Q: 3 clusters Score -3874408 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3874435.750000 Penalty: 3439.669922
	Iteration 57Q: 3 clusters Score -3874436 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3874445.000000 Penalty: 3439.669922
	Iteration 58Q: 3 clusters Score -3874445 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3874481.000000 Penalty: 3439.669922
	Iteration 59Q: 3 clusters Score -3874481 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3874520.250000 Penalty: 3439.669922
	Iteration 60F: 3 clusters Score -3874520 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3874548.250000 Penalty: 3439.669922
	Iteration 61Q: 3 clusters Score -3874548 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3874576.250000 Penalty: 3439.669922
	Iteration 62Q: 3 clusters Score -3874576 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3874632.750000 Penalty: 3439.669922
	Iteration 63Q: 3 clusters Score -3874633 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3874656.750000 Penalty: 3439.669922
	Iteration 64Q: 3 clusters Score -3874657 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3874718.250000 Penalty: 3439.669922
	Iteration 65Q: 3 clusters Score -3874718 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3874750.250000 Penalty: 3439.669922
	Iteration 66Q: 3 clusters Score -3874750 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3874800.000000 Penalty: 3439.669922
	Iteration 67Q: 3 clusters Score -3874800 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3874844.750000 Penalty: 3439.669922
	Iteration 68Q: 3 clusters Score -3874845 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3874896.500000 Penalty: 3439.669922
	Iteration 69Q: 3 clusters Score -3874896 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3874931.000000 Penalty: 3439.669922
	Iteration 70Q: 3 clusters Score -3874931 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3874989.500000 Penalty: 3439.669922
	Iteration 71Q: 3 clusters Score -3874990 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3875051.500000 Penalty: 3439.669922
	Iteration 72Q: 3 clusters Score -3875052 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3875106.750000 Penalty: 3439.669922
	Iteration 73Q: 3 clusters Score -3875107 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3875181.000000 Penalty: 3439.669922
	Iteration 74Q: 3 clusters Score -3875181 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3875265.500000 Penalty: 3439.669922
	Iteration 75Q: 3 clusters Score -3875266 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3875347.750000 Penalty: 3439.669922
	Iteration 76Q: 3 clusters Score -3875348 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3875408.500000 Penalty: 3439.669922
	Iteration 77Q: 3 clusters Score -3875408 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3875487.750000 Penalty: 3439.669922
	Iteration 78Q: 3 clusters Score -3875488 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3875507.500000 Penalty: 3439.669922
	Iteration 79Q: 3 clusters Score -3875508 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3875299.000000 Penalty: 3439.669922
	Iteration 80F: 3 clusters Score -3875299 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3875133.500000 Penalty: 3439.669922
	Iteration 81Q: 3 clusters Score -3875134 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3874934.000000 Penalty: 3439.669922
	Iteration 82Q: 3 clusters Score -3874934 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3874668.750000 Penalty: 3439.669922
	Iteration 83Q: 3 clusters Score -3874669 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3874364.500000 Penalty: 3439.669922
	Iteration 84Q: 3 clusters Score -3874364 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3874121.250000 Penalty: 3439.669922
	Iteration 85Q: 3 clusters Score -3874121 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3873887.750000 Penalty: 3439.669922
	Iteration 86Q: 3 clusters Score -3873888 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3873682.500000 Penalty: 3439.669922
	Iteration 87Q: 3 clusters Score -3873682 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3873503.500000 Penalty: 3439.669922
	Iteration 88Q: 3 clusters Score -3873504 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3873317.250000 Penalty: 3439.669922
	Iteration 89Q: 3 clusters Score -3873317 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3873180.250000 Penalty: 3439.669922
	Iteration 90Q: 3 clusters Score -3873180 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3873099.750000 Penalty: 3439.669922
	Iteration 91Q: 3 clusters Score -3873100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3872972.750000 Penalty: 3439.669922
	Iteration 92Q: 3 clusters Score -3872973 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3872878.750000 Penalty: 3439.669922
	Iteration 93Q: 3 clusters Score -3872879 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3872818.250000 Penalty: 3439.669922
	Iteration 94Q: 3 clusters Score -3872818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3872754.500000 Penalty: 3439.669922
	Iteration 95Q: 3 clusters Score -3872754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3872711.250000 Penalty: 3439.669922
	Iteration 96Q: 3 clusters Score -3872711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3872677.500000 Penalty: 3439.669922
	Iteration 97Q: 3 clusters Score -3872678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3872631.000000 Penalty: 3439.669922
	Iteration 98Q: 3 clusters Score -3872631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3872600.000000 Penalty: 3439.669922
	Iteration 99Q: 3 clusters Score -3872600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3872570.000000 Penalty: 3439.669922
	Iteration 100F: 3 clusters Score -3872570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3872546.000000 Penalty: 3439.669922
	Iteration 101Q: 3 clusters Score -3872546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3872538.250000 Penalty: 3439.669922
	Iteration 102Q: 3 clusters Score -3872538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3872534.000000 Penalty: 3439.669922
	Iteration 103Q: 3 clusters Score -3872534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3872517.750000 Penalty: 3439.669922
	Iteration 104Q: 3 clusters Score -3872518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3872504.250000 Penalty: 3439.669922
	Iteration 105Q: 3 clusters Score -3872504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3872497.750000 Penalty: 3439.669922
	Iteration 106Q: 3 clusters Score -3872498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3872489.500000 Penalty: 3439.669922
	Iteration 107Q: 3 clusters Score -3872490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3872476.000000 Penalty: 3439.669922
	Iteration 108Q: 3 clusters Score -3872476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3872476.250000 Penalty: 3439.669922
	Iteration 109Q: 3 clusters Score -3872476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3872477.250000 Penalty: 3439.669922
	Iteration 110Q: 3 clusters Score -3872477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3872469.750000 Penalty: 3439.669922
	Iteration 111Q: 3 clusters Score -3872470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3872469.000000 Penalty: 3439.669922
	Iteration 112Q: 3 clusters Score -3872469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3872463.000000 Penalty: 3439.669922
	Iteration 113Q: 3 clusters Score -3872463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3872461.500000 Penalty: 3439.669922
	Iteration 114Q: 3 clusters Score -3872462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3872458.500000 Penalty: 3439.669922
	Iteration 115Q: 3 clusters Score -3872458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3872461.750000 Penalty: 3439.669922
	Iteration 116Q: 3 clusters Score -3872462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3872465.500000 Penalty: 3439.669922
	Iteration 117Q: 3 clusters Score -3872466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3872459.000000 Penalty: 3439.669922
	Iteration 118Q: 3 clusters Score -3872459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3872446.750000 Penalty: 3439.669922
	Iteration 119Q: 3 clusters Score -3872447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3872445.500000 Penalty: 3439.669922
	Iteration 120F: 3 clusters Score -3872446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3872448.750000 Penalty: 3439.669922
	Iteration 121Q: 3 clusters Score -3872449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3872440.500000 Penalty: 3439.669922
	Iteration 122Q: 3 clusters Score -3872440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3872438.250000 Penalty: 3439.669922
	Iteration 123Q: 3 clusters Score -3872438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3872435.750000 Penalty: 3439.669922
	Iteration 124Q: 3 clusters Score -3872436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3872430.750000 Penalty: 3439.669922
	Iteration 125Q: 3 clusters Score -3872431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3872431.500000 Penalty: 3439.669922
	Iteration 126Q: 3 clusters Score -3872432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3872430.000000 Penalty: 3439.669922
	Iteration 127Q: 3 clusters Score -3872430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3872421.250000 Penalty: 3439.669922
	Iteration 128Q: 3 clusters Score -3872421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3872419.250000 Penalty: 3439.669922
	Iteration 129Q: 3 clusters Score -3872419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3872414.000000 Penalty: 3439.669922
	Iteration 130Q: 3 clusters Score -3872414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3872412.500000 Penalty: 3439.669922
	Iteration 131Q: 3 clusters Score -3872412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3872410.250000 Penalty: 3439.669922
	Iteration 132Q: 3 clusters Score -3872410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3872391.000000 Penalty: 3439.669922
	Iteration 133Q: 3 clusters Score -3872391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3872385.750000 Penalty: 3439.669922
	Iteration 134Q: 3 clusters Score -3872386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3872377.500000 Penalty: 3439.669922
	Iteration 135Q: 3 clusters Score -3872378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3872376.250000 Penalty: 3439.669922
	Iteration 136Q: 3 clusters Score -3872376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3872369.750000 Penalty: 3439.669922
	Iteration 137Q: 3 clusters Score -3872370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3872369.250000 Penalty: 3439.669922
	Iteration 138Q: 3 clusters Score -3872369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3872372.000000 Penalty: 3439.669922
	Iteration 139Q: 3 clusters Score -3872372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3872376.750000 Penalty: 3439.669922
	Iteration 140F: 3 clusters Score -3872377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Entering Unmasked Estep 
Score: -2215074.750000 Penalty: 1637.173950
	Iteration 0F: 2 clusters Score -2215075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2198839.250000 Penalty: 3274.347900
	Iteration 0F: 3 clusters Score -2198839 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2204957.500000 Penalty: 3274.347900
	Iteration 1F: 3 clusters Score -2204958 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2205386.500000 Penalty: 3274.347900
	Iteration 2Q: 3 clusters Score -2205386 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2205994.250000 Penalty: 3274.347900
	Iteration 3F: 3 clusters Score -2205994 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2206940.000000 Penalty: 3274.347900
	Iteration 4F: 3 clusters Score -2206940 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2208328.750000 Penalty: 3274.347900
	Iteration 5F: 3 clusters Score -2208329 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2210131.500000 Penalty: 3274.347900
	Iteration 6F: 3 clusters Score -2210132 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2211743.250000 Penalty: 3274.347900
	Iteration 7F: 3 clusters Score -2211743 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2212752.000000 Penalty: 3274.347900
	Iteration 8Q: 3 clusters Score -2212752 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2213258.500000 Penalty: 3274.347900
	Iteration 9Q: 3 clusters Score -2213258 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2213436.750000 Penalty: 3274.347900
	Iteration 10Q: 3 clusters Score -2213437 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2213511.500000 Penalty: 3274.347900
	Iteration 11Q: 3 clusters Score -2213512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2213568.250000 Penalty: 3274.347900
	Iteration 12Q: 3 clusters Score -2213568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2213595.750000 Penalty: 3274.347900
	Iteration 13Q: 3 clusters Score -2213596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2213616.750000 Penalty: 3274.347900
	Iteration 14Q: 3 clusters Score -2213617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2213634.000000 Penalty: 3274.347900
	Iteration 15Q: 3 clusters Score -2213634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2213646.750000 Penalty: 3274.347900
	Iteration 16Q: 3 clusters Score -2213647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2213656.000000 Penalty: 3274.347900
	Iteration 17Q: 3 clusters Score -2213656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2213669.250000 Penalty: 3274.347900
	Iteration 18Q: 3 clusters Score -2213669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2213671.250000 Penalty: 3274.347900
	Iteration 19Q: 3 clusters Score -2213671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2213671.250000 Penalty: 3274.347900
	Iteration 20F: 3 clusters Score -2213671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -69634.234375 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -69634.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68341.265625 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -68341.27 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68545.031250 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -68545.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68615.000000 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -68615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68641.765625 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -68641.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68664.359375 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -68664.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68678.132812 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -68678.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68686.789062 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -68686.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68693.101562 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -68693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68702.671875 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -68702.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68707.421875 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -68707.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68711.226562 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -68711.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68712.718750 Penalty: 2165.102783
	Iteration 11Q: 3 clusters Score -68712.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68714.359375 Penalty: 2165.102783
	Iteration 12Q: 3 clusters Score -68714.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68714.359375 Penalty: 2165.102783
	Iteration 13F: 3 clusters Score -68714.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -57783.296875 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -57783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56570.539062 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -56570.54 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56770.316406 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -56770.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56842.140625 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -56842.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56889.300781 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -56889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56927.960938 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -56927.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56939.632812 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -56939.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56949.785156 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -56949.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56961.812500 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -56961.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56973.777344 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -56973.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57003.105469 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -57003.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57037.746094 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -57037.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -57092.324219 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -57092.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57144.585938 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -57144.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57194.859375 Penalty: 2098.450195
	Iteration 13Q: 3 clusters Score -57194.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -57223.656250 Penalty: 2098.450195
	Iteration 14Q: 3 clusters Score -57223.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57231.414062 Penalty: 2098.450195
	Iteration 15Q: 3 clusters Score -57231.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57239.394531 Penalty: 2098.450195
	Iteration 16Q: 3 clusters Score -57239.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57246.304688 Penalty: 2098.450195
	Iteration 17Q: 3 clusters Score -57246.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -57254.421875 Penalty: 2098.450195
	Iteration 18Q: 3 clusters Score -57254.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57256.101562 Penalty: 2098.450195
	Iteration 19Q: 3 clusters Score -57256.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57256.101562 Penalty: 2098.450195
	Iteration 20F: 3 clusters Score -57256.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Entering Unmasked Estep 
Score: -486045.250000 Penalty: 1388.309937
	Iteration 0F: 2 clusters Score -486045.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -481990.656250 Penalty: 2776.619873
	Iteration 0F: 3 clusters Score -481990.7 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -483117.718750 Penalty: 2776.619873
	Iteration 1F: 3 clusters Score -483117.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -483286.750000 Penalty: 2776.619873
	Iteration 2F: 3 clusters Score -483286.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -483406.031250 Penalty: 2776.619873
	Iteration 3F: 3 clusters Score -483406 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -483504.343750 Penalty: 2776.619873
	Iteration 4Q: 3 clusters Score -483504.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -483579.062500 Penalty: 2776.619873
	Iteration 5Q: 3 clusters Score -483579.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -483641.937500 Penalty: 2776.619873
	Iteration 6Q: 3 clusters Score -483641.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -483688.500000 Penalty: 2776.619873
	Iteration 7Q: 3 clusters Score -483688.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -483736.343750 Penalty: 2776.619873
	Iteration 8Q: 3 clusters Score -483736.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -483784.312500 Penalty: 2776.619873
	Iteration 9Q: 3 clusters Score -483784.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -483826.718750 Penalty: 2776.619873
	Iteration 10Q: 3 clusters Score -483826.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -483874.125000 Penalty: 2776.619873
	Iteration 11Q: 3 clusters Score -483874.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -483934.843750 Penalty: 2776.619873
	Iteration 12Q: 3 clusters Score -483934.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -484000.343750 Penalty: 2776.619873
	Iteration 13Q: 3 clusters Score -484000.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -484070.062500 Penalty: 2776.619873
	Iteration 14Q: 3 clusters Score -484070.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -484135.062500 Penalty: 2776.619873
	Iteration 15Q: 3 clusters Score -484135.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -484190.718750 Penalty: 2776.619873
	Iteration 16Q: 3 clusters Score -484190.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -484244.468750 Penalty: 2776.619873
	Iteration 17Q: 3 clusters Score -484244.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -484300.406250 Penalty: 2776.619873
	Iteration 18Q: 3 clusters Score -484300.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -484356.500000 Penalty: 2776.619873
	Iteration 19Q: 3 clusters Score -484356.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -484415.125000 Penalty: 2776.619873
	Iteration 20F: 3 clusters Score -484415.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -484499.625000 Penalty: 2776.619873
	Iteration 21Q: 3 clusters Score -484499.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -484559.343750 Penalty: 2776.619873
	Iteration 22Q: 3 clusters Score -484559.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -484599.000000 Penalty: 2776.619873
	Iteration 23Q: 3 clusters Score -484599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -484635.343750 Penalty: 2776.619873
	Iteration 24Q: 3 clusters Score -484635.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -484666.781250 Penalty: 2776.619873
	Iteration 25Q: 3 clusters Score -484666.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -484694.343750 Penalty: 2776.619873
	Iteration 26Q: 3 clusters Score -484694.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -484718.968750 Penalty: 2776.619873
	Iteration 27Q: 3 clusters Score -484719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -484737.125000 Penalty: 2776.619873
	Iteration 28Q: 3 clusters Score -484737.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -484750.843750 Penalty: 2776.619873
	Iteration 29Q: 3 clusters Score -484750.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -484764.406250 Penalty: 2776.619873
	Iteration 30Q: 3 clusters Score -484764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -484771.906250 Penalty: 2776.619873
	Iteration 31Q: 3 clusters Score -484771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -484778.531250 Penalty: 2776.619873
	Iteration 32Q: 3 clusters Score -484778.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -484784.343750 Penalty: 2776.619873
	Iteration 33Q: 3 clusters Score -484784.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -484792.562500 Penalty: 2776.619873
	Iteration 34Q: 3 clusters Score -484792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -484800.687500 Penalty: 2776.619873
	Iteration 35Q: 3 clusters Score -484800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -484805.125000 Penalty: 2776.619873
	Iteration 36Q: 3 clusters Score -484805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -484812.875000 Penalty: 2776.619873
	Iteration 37Q: 3 clusters Score -484812.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -484818.062500 Penalty: 2776.619873
	Iteration 38Q: 3 clusters Score -484818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -484822.656250 Penalty: 2776.619873
	Iteration 39Q: 3 clusters Score -484822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -484827.218750 Penalty: 2776.619873
	Iteration 40F: 3 clusters Score -484827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -484831.000000 Penalty: 2776.619873
	Iteration 41Q: 3 clusters Score -484831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -484836.031250 Penalty: 2776.619873
	Iteration 42Q: 3 clusters Score -484836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -484839.625000 Penalty: 2776.619873
	Iteration 43Q: 3 clusters Score -484839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -484842.031250 Penalty: 2776.619873
	Iteration 44Q: 3 clusters Score -484842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -484842.500000 Penalty: 2776.619873
	Iteration 45Q: 3 clusters Score -484842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -484842.500000 Penalty: 2776.619873
	Iteration 46F: 3 clusters Score -484842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 38318 members 
Mstep: Class 4 contains 40866 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45467 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40947 members 
Mstep: Class 21 contains 20799 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22506 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19888 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 39482 members 
Mstep: Class 44 contains 23740 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781856.000000 Penalty: 100859.070312
Iteration 439Q: 48 clusters Score -4.978186e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 38249 members 
Mstep: Class 4 contains 40871 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45482 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13302 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40946 members 
Mstep: Class 21 contains 21357 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22446 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19843 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 39080 members 
Mstep: Class 44 contains 23741 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782236.000000 Penalty: 100859.070312
Iteration 440F: 48 clusters Score -4.978224e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 38074 members 
Mstep: Class 4 contains 40877 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45499 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40946 members 
Mstep: Class 21 contains 22003 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22355 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19800 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 38725 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782528.000000 Penalty: 100859.070312
Iteration 441Q: 48 clusters Score -4.978253e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 37961 members 
Mstep: Class 4 contains 40881 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45517 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13304 members 
Mstep: Class 16 contains 9171 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40947 members 
Mstep: Class 21 contains 22710 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22274 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19744 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 38248 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782808.000000 Penalty: 100859.070312
Iteration 442Q: 48 clusters Score -4.978281e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 37875 members 
Mstep: Class 4 contains 40886 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45525 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17246 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13306 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40950 members 
Mstep: Class 21 contains 23417 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22175 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19673 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 37782 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782944.000000 Penalty: 100859.070312
Iteration 443Q: 48 clusters Score -4.978294e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 37765 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45535 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13310 members 
Mstep: Class 16 contains 9189 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40952 members 
Mstep: Class 21 contains 24124 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 22067 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19593 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 37353 members 
Mstep: Class 44 contains 23739 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783324.000000 Penalty: 100859.070312
Iteration 444Q: 48 clusters Score -4.978332e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 37665 members 
Mstep: Class 4 contains 40896 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45534 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 9194 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40954 members 
Mstep: Class 21 contains 24828 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20632 members 
Mstep: Class 30 contains 21968 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19524 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 36919 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783496.000000 Penalty: 100859.070312
Iteration 445Q: 48 clusters Score -4.97835e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 37577 members 
Mstep: Class 4 contains 40897 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45517 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13317 members 
Mstep: Class 16 contains 9190 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40956 members 
Mstep: Class 21 contains 25490 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 21874 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19438 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 36544 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783756.000000 Penalty: 100859.070312
Iteration 446Q: 48 clusters Score -4.978376e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3844 members 
Mstep: Class 3 contains 37514 members 
Mstep: Class 4 contains 40901 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45499 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17236 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13323 members 
Mstep: Class 16 contains 9194 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40956 members 
Mstep: Class 21 contains 26170 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 21783 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19366 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 36097 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783992.000000 Penalty: 100859.070312
Iteration 447Q: 48 clusters Score -4.978399e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 37454 members 
Mstep: Class 4 contains 40910 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45469 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17239 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13330 members 
Mstep: Class 16 contains 9196 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40956 members 
Mstep: Class 21 contains 26842 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 21701 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19285 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 35665 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784180.000000 Penalty: 100859.070312
Iteration 448Q: 48 clusters Score -4.978418e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 37403 members 
Mstep: Class 4 contains 40922 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45436 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13332 members 
Mstep: Class 16 contains 9208 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40959 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 21615 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19215 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 35263 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784212.000000 Penalty: 100859.070312
Iteration 449Q: 48 clusters Score -4.978421e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 37365 members 
Mstep: Class 4 contains 40922 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45411 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37652 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13333 members 
Mstep: Class 16 contains 9223 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40961 members 
Mstep: Class 21 contains 28015 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 21518 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19122 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 34931 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784208.000000 Penalty: 100859.070312
Iteration 450Q: 48 clusters Score -4.978421e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 3815 members 
Mstep: Class 3 contains 37335 members 
Mstep: Class 4 contains 40920 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45378 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37652 members 
Mstep: Class 11 contains 17244 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13332 members 
Mstep: Class 16 contains 9237 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40960 members 
Mstep: Class 21 contains 28559 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 21443 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19010 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 34628 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784280.000000 Penalty: 100859.070312
Iteration 451Q: 48 clusters Score -4.978428e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3815 members 
Mstep: Class 3 contains 37288 members 
Mstep: Class 4 contains 40913 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45345 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 17242 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13335 members 
Mstep: Class 16 contains 9247 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40959 members 
Mstep: Class 21 contains 29061 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 21382 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18923 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 34351 members 
Mstep: Class 44 contains 23738 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784208.000000 Penalty: 100859.070312
Iteration 452Q: 48 clusters Score -4.978421e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3807 members 
Mstep: Class 3 contains 37289 members 
Mstep: Class 4 contains 40906 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 45305 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13339 members 
Mstep: Class 16 contains 9254 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40960 members 
Mstep: Class 21 contains 29470 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 21315 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18840 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 34138 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784200.000000 Penalty: 100859.070312
Iteration 453Q: 48 clusters Score -4.97842e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 3 contains 37263 members 
Mstep: Class 4 contains 40898 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45272 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 17246 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13341 members 
Mstep: Class 16 contains 9262 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40959 members 
Mstep: Class 21 contains 29828 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 21250 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18782 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 33961 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784096.000000 Penalty: 100859.070312
Iteration 454Q: 48 clusters Score -4.97841e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 37251 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45239 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 17247 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13344 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40958 members 
Mstep: Class 21 contains 30128 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 21198 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18741 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 33806 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784000.000000 Penalty: 100859.070312
Iteration 455Q: 48 clusters Score -4.9784e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3794 members 
Mstep: Class 3 contains 37214 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17246 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13349 members 
Mstep: Class 16 contains 9273 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40959 members 
Mstep: Class 21 contains 30427 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 21154 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18719 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 33635 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783892.000000 Penalty: 100859.070312
Iteration 456Q: 48 clusters Score -4.978389e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 37208 members 
Mstep: Class 4 contains 40894 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45181 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17244 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13350 members 
Mstep: Class 16 contains 9280 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40959 members 
Mstep: Class 21 contains 30704 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 21109 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18687 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 33456 members 
Mstep: Class 44 contains 23728 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783632.000000 Penalty: 100859.070312
Iteration 457Q: 48 clusters Score -4.978363e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 37212 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45158 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 9291 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40960 members 
Mstep: Class 21 contains 30957 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 21066 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18667 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 33271 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783476.000000 Penalty: 100859.070312
Iteration 458Q: 48 clusters Score -4.978348e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 37213 members 
Mstep: Class 4 contains 40898 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 45123 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13355 members 
Mstep: Class 16 contains 9294 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40961 members 
Mstep: Class 21 contains 31203 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20636 members 
Mstep: Class 30 contains 21031 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18649 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 33096 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783244.000000 Penalty: 100859.070312
Iteration 459Q: 48 clusters Score -4.978324e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 37199 members 
Mstep: Class 4 contains 40901 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 45103 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37647 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13357 members 
Mstep: Class 16 contains 9296 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40962 members 
Mstep: Class 21 contains 31458 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20638 members 
Mstep: Class 30 contains 20995 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18636 members 
Mstep: Class 42 contains 7845 members 
Mstep: Class 43 contains 32914 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783156.000000 Penalty: 100859.070312
Iteration 460F: 48 clusters Score -4.978316e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 37178 members 
Mstep: Class 4 contains 40893 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 45096 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37646 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19722 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13359 members 
Mstep: Class 16 contains 9303 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40961 members 
Mstep: Class 21 contains 31749 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20638 members 
Mstep: Class 30 contains 20947 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18612 members 
Mstep: Class 42 contains 7844 members 
Mstep: Class 43 contains 32720 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782920.000000 Penalty: 100859.070312
Iteration 461Q: 48 clusters Score -4.978292e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 37156 members 
Mstep: Class 4 contains 40886 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45064 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37647 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 19721 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 9313 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40960 members 
Mstep: Class 21 contains 32066 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20638 members 
Mstep: Class 30 contains 20922 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18594 members 
Mstep: Class 42 contains 7843 members 
Mstep: Class 43 contains 32496 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782620.000000 Penalty: 100859.070312
Iteration 462Q: 48 clusters Score -4.978262e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3786 members 
Mstep: Class 3 contains 37129 members 
Mstep: Class 4 contains 40879 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45046 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37648 members 
Mstep: Class 11 contains 17236 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19720 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 9325 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40962 members 
Mstep: Class 21 contains 32343 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20639 members 
Mstep: Class 30 contains 20891 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18587 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 32295 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782564.000000 Penalty: 100859.070312
Iteration 463Q: 48 clusters Score -4.978256e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 37114 members 
Mstep: Class 4 contains 40883 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 45022 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17236 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19719 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13361 members 
Mstep: Class 16 contains 9334 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40964 members 
Mstep: Class 21 contains 32581 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20638 members 
Mstep: Class 30 contains 20877 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18586 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 32090 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782508.000000 Penalty: 100859.070312
Iteration 464Q: 48 clusters Score -4.978251e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 37120 members 
Mstep: Class 4 contains 40875 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 45021 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 17238 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19719 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 9339 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40963 members 
Mstep: Class 21 contains 32818 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5560 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20638 members 
Mstep: Class 30 contains 20861 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18576 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 31874 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782312.000000 Penalty: 100859.070312
Iteration 465Q: 48 clusters Score -4.978231e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 37119 members 
Mstep: Class 4 contains 40882 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45006 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19719 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13362 members 
Mstep: Class 16 contains 9347 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40961 members 
Mstep: Class 21 contains 33055 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5560 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20638 members 
Mstep: Class 30 contains 20853 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 18568 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 31657 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782044.000000 Penalty: 100859.070312
Iteration 466Q: 48 clusters Score -4.978204e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 37126 members 
Mstep: Class 4 contains 40890 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44980 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 17239 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19719 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13362 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40961 members 
Mstep: Class 21 contains 33312 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20639 members 
Mstep: Class 30 contains 20833 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18569 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 31412 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781996.000000 Penalty: 100859.070312
Iteration 467Q: 48 clusters Score -4.9782e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3794 members 
Mstep: Class 3 contains 37130 members 
Mstep: Class 4 contains 40903 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 44949 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37652 members 
Mstep: Class 11 contains 17238 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19719 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40961 members 
Mstep: Class 21 contains 33589 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20639 members 
Mstep: Class 30 contains 20821 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18568 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 31141 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781956.000000 Penalty: 100859.070312
Iteration 468Q: 48 clusters Score -4.978196e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 37132 members 
Mstep: Class 4 contains 40904 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44927 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37652 members 
Mstep: Class 11 contains 17236 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19718 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13364 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40960 members 
Mstep: Class 21 contains 33877 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20638 members 
Mstep: Class 30 contains 20806 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18562 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 30882 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781864.000000 Penalty: 100859.070312
Iteration 469Q: 48 clusters Score -4.978186e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 37116 members 
Mstep: Class 4 contains 40906 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44916 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 17235 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19715 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40965 members 
Mstep: Class 21 contains 34131 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20636 members 
Mstep: Class 30 contains 20787 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18571 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 30648 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781912.000000 Penalty: 100859.070312
Iteration 470Q: 48 clusters Score -4.978191e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 37084 members 
Mstep: Class 4 contains 40912 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44897 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13365 members 
Mstep: Class 16 contains 9406 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40962 members 
Mstep: Class 21 contains 34493 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 20754 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18556 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 30360 members 
Mstep: Class 44 contains 23736 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782480.000000 Penalty: 100859.070312
Iteration 471Q: 48 clusters Score -4.978248e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 37031 members 
Mstep: Class 4 contains 40919 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44877 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 17235 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13365 members 
Mstep: Class 16 contains 9417 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40964 members 
Mstep: Class 21 contains 35111 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20633 members 
Mstep: Class 30 contains 20708 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18533 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 29868 members 
Mstep: Class 44 contains 23735 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783400.000000 Penalty: 100859.070312
Iteration 472Q: 48 clusters Score -4.97834e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 3781 members 
Mstep: Class 3 contains 36965 members 
Mstep: Class 4 contains 40920 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44889 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19712 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13364 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40963 members 
Mstep: Class 21 contains 36206 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 20617 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18502 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 28941 members 
Mstep: Class 44 contains 23734 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784792.000000 Penalty: 100859.070312
Iteration 473Q: 48 clusters Score -4.978479e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 36859 members 
Mstep: Class 4 contains 40929 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19712 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13364 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40959 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 20489 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18460 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 27221 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785868.000000 Penalty: 100859.070312
Iteration 474Q: 48 clusters Score -4.978587e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 36898 members 
Mstep: Class 4 contains 40921 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 45008 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37655 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 19714 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13366 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40964 members 
Mstep: Class 21 contains 41448 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20637 members 
Mstep: Class 30 contains 20320 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18421 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 24030 members 
Mstep: Class 44 contains 23730 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783528.000000 Penalty: 100859.070312
Iteration 475Q: 48 clusters Score -4.978353e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 37155 members 
Mstep: Class 4 contains 40912 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 45260 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37657 members 
Mstep: Class 11 contains 17250 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13364 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40967 members 
Mstep: Class 21 contains 45390 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20637 members 
Mstep: Class 30 contains 20462 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18473 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 19404 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776952.000000 Penalty: 100859.070312
Iteration 476Q: 48 clusters Score -4.977695e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3784 members 
Mstep: Class 3 contains 37828 members 
Mstep: Class 4 contains 40907 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 45745 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37657 members 
Mstep: Class 11 contains 17272 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13366 members 
Mstep: Class 16 contains 9412 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40965 members 
Mstep: Class 21 contains 46464 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20636 members 
Mstep: Class 30 contains 21066 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18653 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 16386 members 
Mstep: Class 44 contains 23733 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774356.000000 Penalty: 100859.070312
Iteration 477Q: 48 clusters Score -4.977436e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 3804 members 
Mstep: Class 3 contains 38532 members 
Mstep: Class 4 contains 40922 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 46073 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37656 members 
Mstep: Class 11 contains 17278 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13369 members 
Mstep: Class 16 contains 9397 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40965 members 
Mstep: Class 21 contains 45693 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20639 members 
Mstep: Class 30 contains 21781 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 1659 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18825 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 15208 members 
Mstep: Class 44 contains 23731 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775000.000000 Penalty: 100859.070312
Iteration 478Q: 48 clusters Score -4.9775e+07 nChanged 3557
Entering ConstructFrom: 
Score: -49775000.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (37098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Entering Unmasked Estep 
Score: -3649680.500000 Penalty: 1709.714233
	Iteration 0F: 2 clusters Score -3649680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3627203.500000 Penalty: 3419.428467
	Iteration 0F: 3 clusters Score -3627204 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3636615.750000 Penalty: 3419.428467
	Iteration 1F: 3 clusters Score -3636616 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3636963.000000 Penalty: 3419.428467
	Iteration 2Q: 3 clusters Score -3636963 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3637286.750000 Penalty: 3419.428467
	Iteration 3Q: 3 clusters Score -3637287 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3637657.000000 Penalty: 3419.428467
	Iteration 4Q: 3 clusters Score -3637657 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3638177.250000 Penalty: 3419.428467
	Iteration 5Q: 3 clusters Score -3638177 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3639056.750000 Penalty: 3419.428467
	Iteration 6Q: 3 clusters Score -3639057 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3640575.000000 Penalty: 3419.428467
	Iteration 7F: 3 clusters Score -3640575 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3642761.500000 Penalty: 3419.428467
	Iteration 8F: 3 clusters Score -3642762 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3645367.750000 Penalty: 3419.428467
	Iteration 9F: 3 clusters Score -3645368 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3647583.500000 Penalty: 3419.428467
	Iteration 10F: 3 clusters Score -3647584 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3648160.250000 Penalty: 3419.428467
	Iteration 11Q: 3 clusters Score -3648160 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3648318.000000 Penalty: 3419.428467
	Iteration 12Q: 3 clusters Score -3648318 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3648373.000000 Penalty: 3419.428467
	Iteration 13Q: 3 clusters Score -3648373 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3648404.250000 Penalty: 3419.428467
	Iteration 14Q: 3 clusters Score -3648404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3648439.000000 Penalty: 3419.428467
	Iteration 15Q: 3 clusters Score -3648439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3648468.500000 Penalty: 3419.428467
	Iteration 16Q: 3 clusters Score -3648468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3648476.250000 Penalty: 3419.428467
	Iteration 17Q: 3 clusters Score -3648476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3648467.000000 Penalty: 3419.428467
	Iteration 18Q: 3 clusters Score -3648467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3648473.750000 Penalty: 3419.428467
	Iteration 19Q: 3 clusters Score -3648474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3648476.250000 Penalty: 3419.428467
	Iteration 20F: 3 clusters Score -3648476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3648481.250000 Penalty: 3419.428467
	Iteration 21Q: 3 clusters Score -3648481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3648485.000000 Penalty: 3419.428467
	Iteration 22Q: 3 clusters Score -3648485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3648493.250000 Penalty: 3419.428467
	Iteration 23Q: 3 clusters Score -3648493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3648493.750000 Penalty: 3419.428467
	Iteration 24Q: 3 clusters Score -3648494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3648503.750000 Penalty: 3419.428467
	Iteration 25Q: 3 clusters Score -3648504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3648504.750000 Penalty: 3419.428467
	Iteration 26Q: 3 clusters Score -3648505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3648502.750000 Penalty: 3419.428467
	Iteration 27Q: 3 clusters Score -3648503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3648510.250000 Penalty: 3419.428467
	Iteration 28Q: 3 clusters Score -3648510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3648508.000000 Penalty: 3419.428467
	Iteration 29Q: 3 clusters Score -3648508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3648508.250000 Penalty: 3419.428467
	Iteration 30Q: 3 clusters Score -3648508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3648510.250000 Penalty: 3419.428467
	Iteration 31Q: 3 clusters Score -3648510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3648508.500000 Penalty: 3419.428467
	Iteration 32Q: 3 clusters Score -3648508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3648507.000000 Penalty: 3419.428467
	Iteration 33Q: 3 clusters Score -3648507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3648513.000000 Penalty: 3419.428467
	Iteration 34Q: 3 clusters Score -3648513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3648515.500000 Penalty: 3419.428467
	Iteration 35Q: 3 clusters Score -3648516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3648515.500000 Penalty: 3419.428467
	Iteration 36F: 3 clusters Score -3648516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -358644.843750 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -358644.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -355417.312500 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -355417.3 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -356278.218750 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -356278.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -356455.687500 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -356455.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -356585.218750 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -356585.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -356684.093750 Penalty: 2681.621338
	Iteration 4Q: 3 clusters Score -356684.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -356752.156250 Penalty: 2681.621338
	Iteration 5Q: 3 clusters Score -356752.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -356797.031250 Penalty: 2681.621338
	Iteration 6Q: 3 clusters Score -356797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -356825.937500 Penalty: 2681.621338
	Iteration 7Q: 3 clusters Score -356825.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -356844.187500 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -356844.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -356864.750000 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -356864.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -356889.687500 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -356889.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -356910.687500 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -356910.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -356929.218750 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -356929.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -356956.000000 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -356956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -356978.062500 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -356978.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -356993.468750 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -356993.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -357015.312500 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -357015.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -357040.312500 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -357040.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -357062.875000 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -357062.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -357092.375000 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -357092.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -357126.312500 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -357126.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -357163.500000 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -357163.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -357189.125000 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -357189.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -357208.531250 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -357208.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -357225.375000 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -357225.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -357235.906250 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -357235.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -357244.781250 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -357244.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -357255.531250 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -357255.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -357263.093750 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -357263.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -357268.562500 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -357268.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -357276.000000 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -357276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -357286.375000 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -357286.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -357295.406250 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -357295.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -357302.468750 Penalty: 2681.621338
	Iteration 33Q: 3 clusters Score -357302.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -357307.156250 Penalty: 2681.621338
	Iteration 34Q: 3 clusters Score -357307.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -357309.625000 Penalty: 2681.621338
	Iteration 35Q: 3 clusters Score -357309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -357311.718750 Penalty: 2681.621338
	Iteration 36Q: 3 clusters Score -357311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -357312.500000 Penalty: 2681.621338
	Iteration 37Q: 3 clusters Score -357312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -357313.218750 Penalty: 2681.621338
	Iteration 38Q: 3 clusters Score -357313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -357313.781250 Penalty: 2681.621338
	Iteration 39Q: 3 clusters Score -357313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -357315.812500 Penalty: 2681.621338
	Iteration 40F: 3 clusters Score -357315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -357316.531250 Penalty: 2681.621338
	Iteration 41Q: 3 clusters Score -357316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -357317.250000 Penalty: 2681.621338
	Iteration 42Q: 3 clusters Score -357317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -357318.531250 Penalty: 2681.621338
	Iteration 43Q: 3 clusters Score -357318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -357319.187500 Penalty: 2681.621338
	Iteration 44Q: 3 clusters Score -357319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -357319.687500 Penalty: 2681.621338
	Iteration 45Q: 3 clusters Score -357319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -357320.062500 Penalty: 2681.621338
	Iteration 46Q: 3 clusters Score -357320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -357320.531250 Penalty: 2681.621338
	Iteration 47Q: 3 clusters Score -357320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -357320.531250 Penalty: 2681.621338
	Iteration 48F: 3 clusters Score -357320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Entering Unmasked Estep 
Score: -3639309.000000 Penalty: 1717.338257
	Iteration 0F: 2 clusters Score -3639309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3614378.500000 Penalty: 3434.676514
	Iteration 0F: 3 clusters Score -3614378 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3624710.500000 Penalty: 3434.676514
	Iteration 1F: 3 clusters Score -3624710 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3625173.500000 Penalty: 3434.676514
	Iteration 2Q: 3 clusters Score -3625174 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3625691.000000 Penalty: 3434.676514
	Iteration 3Q: 3 clusters Score -3625691 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3626285.500000 Penalty: 3434.676514
	Iteration 4Q: 3 clusters Score -3626286 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3626974.750000 Penalty: 3434.676514
	Iteration 5Q: 3 clusters Score -3626975 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3627683.750000 Penalty: 3434.676514
	Iteration 6Q: 3 clusters Score -3627684 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3628385.000000 Penalty: 3434.676514
	Iteration 7Q: 3 clusters Score -3628385 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3629050.000000 Penalty: 3434.676514
	Iteration 8Q: 3 clusters Score -3629050 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3629717.000000 Penalty: 3434.676514
	Iteration 9Q: 3 clusters Score -3629717 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3630365.250000 Penalty: 3434.676514
	Iteration 10Q: 3 clusters Score -3630365 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3631044.000000 Penalty: 3434.676514
	Iteration 11Q: 3 clusters Score -3631044 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3631658.000000 Penalty: 3434.676514
	Iteration 12Q: 3 clusters Score -3631658 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3632200.750000 Penalty: 3434.676514
	Iteration 13Q: 3 clusters Score -3632201 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3632676.500000 Penalty: 3434.676514
	Iteration 14Q: 3 clusters Score -3632676 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3633018.000000 Penalty: 3434.676514
	Iteration 15Q: 3 clusters Score -3633018 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3633339.500000 Penalty: 3434.676514
	Iteration 16Q: 3 clusters Score -3633340 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3633577.000000 Penalty: 3434.676514
	Iteration 17Q: 3 clusters Score -3633577 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3633791.250000 Penalty: 3434.676514
	Iteration 18Q: 3 clusters Score -3633791 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3633961.000000 Penalty: 3434.676514
	Iteration 19Q: 3 clusters Score -3633961 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3634110.250000 Penalty: 3434.676514
	Iteration 20F: 3 clusters Score -3634110 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3634264.750000 Penalty: 3434.676514
	Iteration 21Q: 3 clusters Score -3634265 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3634433.250000 Penalty: 3434.676514
	Iteration 22Q: 3 clusters Score -3634433 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3634622.750000 Penalty: 3434.676514
	Iteration 23Q: 3 clusters Score -3634623 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3634822.750000 Penalty: 3434.676514
	Iteration 24Q: 3 clusters Score -3634823 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3635052.750000 Penalty: 3434.676514
	Iteration 25Q: 3 clusters Score -3635053 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3635301.500000 Penalty: 3434.676514
	Iteration 26Q: 3 clusters Score -3635302 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -3635593.250000 Penalty: 3434.676514
	Iteration 27Q: 3 clusters Score -3635593 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -3635936.250000 Penalty: 3434.676514
	Iteration 28Q: 3 clusters Score -3635936 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -3636275.250000 Penalty: 3434.676514
	Iteration 29Q: 3 clusters Score -3636275 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -3636616.750000 Penalty: 3434.676514
	Iteration 30Q: 3 clusters Score -3636617 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -3636898.500000 Penalty: 3434.676514
	Iteration 31Q: 3 clusters Score -3636898 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -3637100.250000 Penalty: 3434.676514
	Iteration 32Q: 3 clusters Score -3637100 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -3637326.500000 Penalty: 3434.676514
	Iteration 33Q: 3 clusters Score -3637326 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -3637440.000000 Penalty: 3434.676514
	Iteration 34Q: 3 clusters Score -3637440 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -3637576.000000 Penalty: 3434.676514
	Iteration 35Q: 3 clusters Score -3637576 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -3637711.500000 Penalty: 3434.676514
	Iteration 36Q: 3 clusters Score -3637712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -3637777.250000 Penalty: 3434.676514
	Iteration 37Q: 3 clusters Score -3637777 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -3637831.750000 Penalty: 3434.676514
	Iteration 38Q: 3 clusters Score -3637832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -3637865.750000 Penalty: 3434.676514
	Iteration 39Q: 3 clusters Score -3637866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -3637900.000000 Penalty: 3434.676514
	Iteration 40F: 3 clusters Score -3637900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -3637906.250000 Penalty: 3434.676514
	Iteration 41Q: 3 clusters Score -3637906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -3637926.500000 Penalty: 3434.676514
	Iteration 42Q: 3 clusters Score -3637926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -3637947.250000 Penalty: 3434.676514
	Iteration 43Q: 3 clusters Score -3637947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -3637967.000000 Penalty: 3434.676514
	Iteration 44Q: 3 clusters Score -3637967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -3637981.250000 Penalty: 3434.676514
	Iteration 45Q: 3 clusters Score -3637981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -3637996.000000 Penalty: 3434.676514
	Iteration 46Q: 3 clusters Score -3637996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -3638001.000000 Penalty: 3434.676514
	Iteration 47Q: 3 clusters Score -3638001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -3638003.000000 Penalty: 3434.676514
	Iteration 48Q: 3 clusters Score -3638003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -3638003.500000 Penalty: 3434.676514
	Iteration 49Q: 3 clusters Score -3638004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -3638004.250000 Penalty: 3434.676514
	Iteration 50Q: 3 clusters Score -3638004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -3638001.250000 Penalty: 3434.676514
	Iteration 51Q: 3 clusters Score -3638001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -3638006.000000 Penalty: 3434.676514
	Iteration 52Q: 3 clusters Score -3638006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -3638006.500000 Penalty: 3434.676514
	Iteration 53Q: 3 clusters Score -3638006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -3638005.750000 Penalty: 3434.676514
	Iteration 54Q: 3 clusters Score -3638006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -3638004.500000 Penalty: 3434.676514
	Iteration 55Q: 3 clusters Score -3638004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -3638004.500000 Penalty: 3434.676514
	Iteration 56F: 3 clusters Score -3638004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Entering Unmasked Estep 
Score: -3881033.250000 Penalty: 1725.624512
	Iteration 0F: 2 clusters Score -3881033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3856359.750000 Penalty: 3451.249023
	Iteration 0F: 3 clusters Score -3856360 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3867156.750000 Penalty: 3451.249023
	Iteration 1F: 3 clusters Score -3867157 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3867622.000000 Penalty: 3451.249023
	Iteration 2Q: 3 clusters Score -3867622 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3868009.250000 Penalty: 3451.249023
	Iteration 3Q: 3 clusters Score -3868009 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3868402.000000 Penalty: 3451.249023
	Iteration 4Q: 3 clusters Score -3868402 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3868846.000000 Penalty: 3451.249023
	Iteration 5Q: 3 clusters Score -3868846 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3869385.500000 Penalty: 3451.249023
	Iteration 6Q: 3 clusters Score -3869386 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3870090.000000 Penalty: 3451.249023
	Iteration 7Q: 3 clusters Score -3870090 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3871065.750000 Penalty: 3451.249023
	Iteration 8F: 3 clusters Score -3871066 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3872294.000000 Penalty: 3451.249023
	Iteration 9F: 3 clusters Score -3872294 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3874021.750000 Penalty: 3451.249023
	Iteration 10F: 3 clusters Score -3874022 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3876061.750000 Penalty: 3451.249023
	Iteration 11F: 3 clusters Score -3876062 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3877608.000000 Penalty: 3451.249023
	Iteration 12F: 3 clusters Score -3877608 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3878288.750000 Penalty: 3451.249023
	Iteration 13Q: 3 clusters Score -3878289 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3878705.500000 Penalty: 3451.249023
	Iteration 14Q: 3 clusters Score -3878706 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3879051.500000 Penalty: 3451.249023
	Iteration 15Q: 3 clusters Score -3879052 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3879221.250000 Penalty: 3451.249023
	Iteration 16Q: 3 clusters Score -3879221 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3879368.000000 Penalty: 3451.249023
	Iteration 17Q: 3 clusters Score -3879368 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3879438.750000 Penalty: 3451.249023
	Iteration 18Q: 3 clusters Score -3879439 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3879499.750000 Penalty: 3451.249023
	Iteration 19Q: 3 clusters Score -3879500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3879534.000000 Penalty: 3451.249023
	Iteration 20F: 3 clusters Score -3879534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3879556.000000 Penalty: 3451.249023
	Iteration 21Q: 3 clusters Score -3879556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3879571.000000 Penalty: 3451.249023
	Iteration 22Q: 3 clusters Score -3879571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3879578.750000 Penalty: 3451.249023
	Iteration 23Q: 3 clusters Score -3879579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3879593.000000 Penalty: 3451.249023
	Iteration 24Q: 3 clusters Score -3879593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3879605.750000 Penalty: 3451.249023
	Iteration 25Q: 3 clusters Score -3879606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3879611.000000 Penalty: 3451.249023
	Iteration 26Q: 3 clusters Score -3879611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3879620.000000 Penalty: 3451.249023
	Iteration 27Q: 3 clusters Score -3879620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3879621.250000 Penalty: 3451.249023
	Iteration 28Q: 3 clusters Score -3879621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3879627.000000 Penalty: 3451.249023
	Iteration 29Q: 3 clusters Score -3879627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3879630.750000 Penalty: 3451.249023
	Iteration 30Q: 3 clusters Score -3879631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3879624.500000 Penalty: 3451.249023
	Iteration 31Q: 3 clusters Score -3879624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3879630.000000 Penalty: 3451.249023
	Iteration 32Q: 3 clusters Score -3879630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3879628.750000 Penalty: 3451.249023
	Iteration 33Q: 3 clusters Score -3879629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3879628.250000 Penalty: 3451.249023
	Iteration 34Q: 3 clusters Score -3879628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3879627.250000 Penalty: 3451.249023
	Iteration 35Q: 3 clusters Score -3879627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3879636.750000 Penalty: 3451.249023
	Iteration 36Q: 3 clusters Score -3879637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3879631.750000 Penalty: 3451.249023
	Iteration 37Q: 3 clusters Score -3879632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3879636.750000 Penalty: 3451.249023
	Iteration 38Q: 3 clusters Score -3879637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3879636.750000 Penalty: 3451.249023
	Iteration 39F: 3 clusters Score -3879637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -172412.765625 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -172412.8 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 978 members 
Entering Unmasked Estep 
Score: -170379.812500 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -170379.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -170901.031250 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -170901 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -171107.453125 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -171107.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -171286.671875 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -171286.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -171434.953125 Penalty: 2456.856689
	Iteration 4F: 3 clusters Score -171435 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -171559.156250 Penalty: 2456.856689
	Iteration 5F: 3 clusters Score -171559.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -171634.015625 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -171634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171696.593750 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -171696.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -171726.218750 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -171726.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -171757.593750 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -171757.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171792.937500 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -171792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -171812.796875 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -171812.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -171826.078125 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -171826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171838.765625 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -171838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -171850.687500 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -171850.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -171860.656250 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -171860.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -171867.921875 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -171867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -171873.484375 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -171873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171875.468750 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -171875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -171876.281250 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -171876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -171876.281250 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -171876.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -207029.187500 Penalty: 1272.444214
	Iteration 0F: 2 clusters Score -207029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -204584.546875 Penalty: 2544.888428
	Iteration 0F: 3 clusters Score -204584.5 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -205209.875000 Penalty: 2544.888428
	Iteration 1F: 3 clusters Score -205209.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -205375.609375 Penalty: 2544.888428
	Iteration 2F: 3 clusters Score -205375.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -205469.984375 Penalty: 2544.888428
	Iteration 3F: 3 clusters Score -205470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -205543.421875 Penalty: 2544.888428
	Iteration 4Q: 3 clusters Score -205543.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -205609.000000 Penalty: 2544.888428
	Iteration 5Q: 3 clusters Score -205609 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -205651.562500 Penalty: 2544.888428
	Iteration 6Q: 3 clusters Score -205651.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -205685.890625 Penalty: 2544.888428
	Iteration 7Q: 3 clusters Score -205685.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -205723.250000 Penalty: 2544.888428
	Iteration 8Q: 3 clusters Score -205723.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -205763.234375 Penalty: 2544.888428
	Iteration 9Q: 3 clusters Score -205763.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -205797.140625 Penalty: 2544.888428
	Iteration 10Q: 3 clusters Score -205797.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -205839.015625 Penalty: 2544.888428
	Iteration 11Q: 3 clusters Score -205839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -205885.703125 Penalty: 2544.888428
	Iteration 12Q: 3 clusters Score -205885.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -205954.843750 Penalty: 2544.888428
	Iteration 13Q: 3 clusters Score -205954.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -206043.406250 Penalty: 2544.888428
	Iteration 14Q: 3 clusters Score -206043.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -206132.453125 Penalty: 2544.888428
	Iteration 15Q: 3 clusters Score -206132.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206235.078125 Penalty: 2544.888428
	Iteration 16Q: 3 clusters Score -206235.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -206375.250000 Penalty: 2544.888428
	Iteration 17Q: 3 clusters Score -206375.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -206515.421875 Penalty: 2544.888428
	Iteration 18Q: 3 clusters Score -206515.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -206602.234375 Penalty: 2544.888428
	Iteration 19Q: 3 clusters Score -206602.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -206661.000000 Penalty: 2544.888428
	Iteration 20F: 3 clusters Score -206661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -206693.687500 Penalty: 2544.888428
	Iteration 21Q: 3 clusters Score -206693.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -206708.187500 Penalty: 2544.888428
	Iteration 22Q: 3 clusters Score -206708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -206716.062500 Penalty: 2544.888428
	Iteration 23Q: 3 clusters Score -206716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -206719.937500 Penalty: 2544.888428
	Iteration 24Q: 3 clusters Score -206719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -206722.796875 Penalty: 2544.888428
	Iteration 25Q: 3 clusters Score -206722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -206723.671875 Penalty: 2544.888428
	Iteration 26Q: 3 clusters Score -206723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -206725.234375 Penalty: 2544.888428
	Iteration 27Q: 3 clusters Score -206725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -206726.609375 Penalty: 2544.888428
	Iteration 28Q: 3 clusters Score -206726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -206727.687500 Penalty: 2544.888428
	Iteration 29Q: 3 clusters Score -206727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -206729.531250 Penalty: 2544.888428
	Iteration 30Q: 3 clusters Score -206729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -206730.031250 Penalty: 2544.888428
	Iteration 31Q: 3 clusters Score -206730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -206730.406250 Penalty: 2544.888428
	Iteration 32Q: 3 clusters Score -206730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -206730.406250 Penalty: 2544.888428
	Iteration 33F: 3 clusters Score -206730.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Entering Unmasked Estep 
Score: -4536785.000000 Penalty: 1745.394043
	Iteration 0F: 2 clusters Score -4536785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4517276.000000 Penalty: 3490.788086
	Iteration 0F: 3 clusters Score -4517276 nChanged 21478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4529378.000000 Penalty: 3490.788086
	Iteration 1F: 3 clusters Score -4529378 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4529744.500000 Penalty: 3490.788086
	Iteration 2Q: 3 clusters Score -4529744 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4530099.500000 Penalty: 3490.788086
	Iteration 3Q: 3 clusters Score -4530100 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4530409.500000 Penalty: 3490.788086
	Iteration 4Q: 3 clusters Score -4530410 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4530780.500000 Penalty: 3490.788086
	Iteration 5Q: 3 clusters Score -4530780 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -4531188.000000 Penalty: 3490.788086
	Iteration 6Q: 3 clusters Score -4531188 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4531585.500000 Penalty: 3490.788086
	Iteration 7Q: 3 clusters Score -4531586 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -4532048.500000 Penalty: 3490.788086
	Iteration 8Q: 3 clusters Score -4532048 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4532616.500000 Penalty: 3490.788086
	Iteration 9Q: 3 clusters Score -4532616 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -4533292.500000 Penalty: 3490.788086
	Iteration 10Q: 3 clusters Score -4533292 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4534218.000000 Penalty: 3490.788086
	Iteration 11Q: 3 clusters Score -4534218 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4535434.000000 Penalty: 3490.788086
	Iteration 12Q: 3 clusters Score -4535434 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4537075.000000 Penalty: 3490.788086
	Iteration 13Q: 3 clusters Score -4537075 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4538519.000000 Penalty: 3490.788086
	Iteration 14Q: 3 clusters Score -4538519 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4539281.000000 Penalty: 3490.788086
	Iteration 15Q: 3 clusters Score -4539281 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4539698.000000 Penalty: 3490.788086
	Iteration 16Q: 3 clusters Score -4539698 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4539869.000000 Penalty: 3490.788086
	Iteration 17Q: 3 clusters Score -4539869 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4539774.000000 Penalty: 3490.788086
	Iteration 18Q: 3 clusters Score -4539774 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4539646.000000 Penalty: 3490.788086
	Iteration 19Q: 3 clusters Score -4539646 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4539513.000000 Penalty: 3490.788086
	Iteration 20F: 3 clusters Score -4539513 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4539401.000000 Penalty: 3490.788086
	Iteration 21Q: 3 clusters Score -4539401 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4539246.000000 Penalty: 3490.788086
	Iteration 22Q: 3 clusters Score -4539246 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4539139.500000 Penalty: 3490.788086
	Iteration 23Q: 3 clusters Score -4539140 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4539083.500000 Penalty: 3490.788086
	Iteration 24Q: 3 clusters Score -4539084 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -4538963.500000 Penalty: 3490.788086
	Iteration 25Q: 3 clusters Score -4538964 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4538885.000000 Penalty: 3490.788086
	Iteration 26Q: 3 clusters Score -4538885 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4538831.500000 Penalty: 3490.788086
	Iteration 27Q: 3 clusters Score -4538832 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -4538797.000000 Penalty: 3490.788086
	Iteration 28Q: 3 clusters Score -4538797 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4538733.500000 Penalty: 3490.788086
	Iteration 29Q: 3 clusters Score -4538734 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4538702.000000 Penalty: 3490.788086
	Iteration 30Q: 3 clusters Score -4538702 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4538635.500000 Penalty: 3490.788086
	Iteration 31Q: 3 clusters Score -4538636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4538633.500000 Penalty: 3490.788086
	Iteration 32Q: 3 clusters Score -4538634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -4538595.000000 Penalty: 3490.788086
	Iteration 33Q: 3 clusters Score -4538595 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -4538599.000000 Penalty: 3490.788086
	Iteration 34Q: 3 clusters Score -4538599 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4538588.500000 Penalty: 3490.788086
	Iteration 35Q: 3 clusters Score -4538588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4538559.000000 Penalty: 3490.788086
	Iteration 36Q: 3 clusters Score -4538559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4538531.000000 Penalty: 3490.788086
	Iteration 37Q: 3 clusters Score -4538531 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4538519.500000 Penalty: 3490.788086
	Iteration 38Q: 3 clusters Score -4538520 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4538504.500000 Penalty: 3490.788086
	Iteration 39Q: 3 clusters Score -4538504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4538503.000000 Penalty: 3490.788086
	Iteration 40F: 3 clusters Score -4538503 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -4538490.500000 Penalty: 3490.788086
	Iteration 41Q: 3 clusters Score -4538490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4538482.000000 Penalty: 3490.788086
	Iteration 42Q: 3 clusters Score -4538482 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4538486.000000 Penalty: 3490.788086
	Iteration 43Q: 3 clusters Score -4538486 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4538466.500000 Penalty: 3490.788086
	Iteration 44Q: 3 clusters Score -4538466 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4538444.500000 Penalty: 3490.788086
	Iteration 45Q: 3 clusters Score -4538444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4538428.000000 Penalty: 3490.788086
	Iteration 46Q: 3 clusters Score -4538428 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4538418.000000 Penalty: 3490.788086
	Iteration 47Q: 3 clusters Score -4538418 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4538411.000000 Penalty: 3490.788086
	Iteration 48Q: 3 clusters Score -4538411 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4538437.000000 Penalty: 3490.788086
	Iteration 49Q: 3 clusters Score -4538437 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -4538430.000000 Penalty: 3490.788086
	Iteration 50Q: 3 clusters Score -4538430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -4538435.500000 Penalty: 3490.788086
	Iteration 51Q: 3 clusters Score -4538436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4538455.500000 Penalty: 3490.788086
	Iteration 52Q: 3 clusters Score -4538456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4538461.500000 Penalty: 3490.788086
	Iteration 53Q: 3 clusters Score -4538462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4538461.000000 Penalty: 3490.788086
	Iteration 54Q: 3 clusters Score -4538461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4538452.000000 Penalty: 3490.788086
	Iteration 55Q: 3 clusters Score -4538452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -4538450.500000 Penalty: 3490.788086
	Iteration 56Q: 3 clusters Score -4538450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -4538478.000000 Penalty: 3490.788086
	Iteration 57Q: 3 clusters Score -4538478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4538468.000000 Penalty: 3490.788086
	Iteration 58Q: 3 clusters Score -4538468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -4538475.500000 Penalty: 3490.788086
	Iteration 59Q: 3 clusters Score -4538476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4538481.500000 Penalty: 3490.788086
	Iteration 60F: 3 clusters Score -4538482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4538478.000000 Penalty: 3490.788086
	Iteration 61Q: 3 clusters Score -4538478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4538482.500000 Penalty: 3490.788086
	Iteration 62Q: 3 clusters Score -4538482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -4538483.000000 Penalty: 3490.788086
	Iteration 63Q: 3 clusters Score -4538483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -4538492.000000 Penalty: 3490.788086
	Iteration 64Q: 3 clusters Score -4538492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -4538499.500000 Penalty: 3490.788086
	Iteration 65Q: 3 clusters Score -4538500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -4538510.500000 Penalty: 3490.788086
	Iteration 66Q: 3 clusters Score -4538510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4538515.500000 Penalty: 3490.788086
	Iteration 67Q: 3 clusters Score -4538516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -4538507.000000 Penalty: 3490.788086
	Iteration 68Q: 3 clusters Score -4538507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -4538507.500000 Penalty: 3490.788086
	Iteration 69Q: 3 clusters Score -4538508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4538507.500000 Penalty: 3490.788086
	Iteration 70Q: 3 clusters Score -4538508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -4538504.000000 Penalty: 3490.788086
	Iteration 71Q: 3 clusters Score -4538504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -4538504.000000 Penalty: 3490.788086
	Iteration 72Q: 3 clusters Score -4538504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4538498.000000 Penalty: 3490.788086
	Iteration 73Q: 3 clusters Score -4538498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4538504.500000 Penalty: 3490.788086
	Iteration 74Q: 3 clusters Score -4538504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4538507.000000 Penalty: 3490.788086
	Iteration 75Q: 3 clusters Score -4538507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4538504.000000 Penalty: 3490.788086
	Iteration 76Q: 3 clusters Score -4538504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4538501.500000 Penalty: 3490.788086
	Iteration 77Q: 3 clusters Score -4538502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4538503.500000 Penalty: 3490.788086
	Iteration 78Q: 3 clusters Score -4538504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4538495.500000 Penalty: 3490.788086
	Iteration 79Q: 3 clusters Score -4538496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4538494.000000 Penalty: 3490.788086
	Iteration 80F: 3 clusters Score -4538494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4538489.000000 Penalty: 3490.788086
	Iteration 81Q: 3 clusters Score -4538489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4538489.000000 Penalty: 3490.788086
	Iteration 82Q: 3 clusters Score -4538489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4538480.000000 Penalty: 3490.788086
	Iteration 83Q: 3 clusters Score -4538480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4538486.000000 Penalty: 3490.788086
	Iteration 84Q: 3 clusters Score -4538486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4538486.500000 Penalty: 3490.788086
	Iteration 85Q: 3 clusters Score -4538486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4538489.500000 Penalty: 3490.788086
	Iteration 86Q: 3 clusters Score -4538490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4538478.500000 Penalty: 3490.788086
	Iteration 87Q: 3 clusters Score -4538478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4538479.500000 Penalty: 3490.788086
	Iteration 88Q: 3 clusters Score -4538480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4538480.000000 Penalty: 3490.788086
	Iteration 89Q: 3 clusters Score -4538480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4538480.000000 Penalty: 3490.788086
	Iteration 90Q: 3 clusters Score -4538480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4538481.000000 Penalty: 3490.788086
	Iteration 91Q: 3 clusters Score -4538481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4538479.500000 Penalty: 3490.788086
	Iteration 92Q: 3 clusters Score -4538480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -4538481.500000 Penalty: 3490.788086
	Iteration 93Q: 3 clusters Score -4538482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4538478.500000 Penalty: 3490.788086
	Iteration 94Q: 3 clusters Score -4538478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4538480.000000 Penalty: 3490.788086
	Iteration 95Q: 3 clusters Score -4538480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -4538475.500000 Penalty: 3490.788086
	Iteration 96Q: 3 clusters Score -4538476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4538474.500000 Penalty: 3490.788086
	Iteration 97Q: 3 clusters Score -4538474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4538481.500000 Penalty: 3490.788086
	Iteration 98Q: 3 clusters Score -4538482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4538474.500000 Penalty: 3490.788086
	Iteration 99Q: 3 clusters Score -4538474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -4538476.500000 Penalty: 3490.788086
	Iteration 100F: 3 clusters Score -4538476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4538476.000000 Penalty: 3490.788086
	Iteration 101Q: 3 clusters Score -4538476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4538480.500000 Penalty: 3490.788086
	Iteration 102Q: 3 clusters Score -4538480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4538484.000000 Penalty: 3490.788086
	Iteration 103Q: 3 clusters Score -4538484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4538487.000000 Penalty: 3490.788086
	Iteration 104Q: 3 clusters Score -4538487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4538491.500000 Penalty: 3490.788086
	Iteration 105Q: 3 clusters Score -4538492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4538491.000000 Penalty: 3490.788086
	Iteration 106Q: 3 clusters Score -4538491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4538491.000000 Penalty: 3490.788086
	Iteration 107Q: 3 clusters Score -4538491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4538487.500000 Penalty: 3490.788086
	Iteration 108Q: 3 clusters Score -4538488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -4538485.000000 Penalty: 3490.788086
	Iteration 109Q: 3 clusters Score -4538485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4538480.500000 Penalty: 3490.788086
	Iteration 110Q: 3 clusters Score -4538480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4538475.000000 Penalty: 3490.788086
	Iteration 111Q: 3 clusters Score -4538475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -4538483.000000 Penalty: 3490.788086
	Iteration 112Q: 3 clusters Score -4538483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4538493.000000 Penalty: 3490.788086
	Iteration 113Q: 3 clusters Score -4538493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4538478.500000 Penalty: 3490.788086
	Iteration 114Q: 3 clusters Score -4538478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4538487.000000 Penalty: 3490.788086
	Iteration 115Q: 3 clusters Score -4538487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4538486.500000 Penalty: 3490.788086
	Iteration 116Q: 3 clusters Score -4538486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4538483.000000 Penalty: 3490.788086
	Iteration 117Q: 3 clusters Score -4538483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4538477.000000 Penalty: 3490.788086
	Iteration 118Q: 3 clusters Score -4538477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4538477.500000 Penalty: 3490.788086
	Iteration 119Q: 3 clusters Score -4538478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4538479.000000 Penalty: 3490.788086
	Iteration 120F: 3 clusters Score -4538479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4538472.000000 Penalty: 3490.788086
	Iteration 121Q: 3 clusters Score -4538472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4538465.500000 Penalty: 3490.788086
	Iteration 122Q: 3 clusters Score -4538466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4538464.000000 Penalty: 3490.788086
	Iteration 123Q: 3 clusters Score -4538464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -4538459.500000 Penalty: 3490.788086
	Iteration 124Q: 3 clusters Score -4538460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4538458.000000 Penalty: 3490.788086
	Iteration 125Q: 3 clusters Score -4538458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -4538456.000000 Penalty: 3490.788086
	Iteration 126Q: 3 clusters Score -4538456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -4538469.000000 Penalty: 3490.788086
	Iteration 127Q: 3 clusters Score -4538469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4538452.500000 Penalty: 3490.788086
	Iteration 128Q: 3 clusters Score -4538452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4538451.500000 Penalty: 3490.788086
	Iteration 129Q: 3 clusters Score -4538452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4538462.500000 Penalty: 3490.788086
	Iteration 130Q: 3 clusters Score -4538462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4538460.500000 Penalty: 3490.788086
	Iteration 131Q: 3 clusters Score -4538460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4538454.500000 Penalty: 3490.788086
	Iteration 132Q: 3 clusters Score -4538454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -4538455.000000 Penalty: 3490.788086
	Iteration 133Q: 3 clusters Score -4538455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -4538462.000000 Penalty: 3490.788086
	Iteration 134Q: 3 clusters Score -4538462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4538457.500000 Penalty: 3490.788086
	Iteration 135Q: 3 clusters Score -4538458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4538465.500000 Penalty: 3490.788086
	Iteration 136Q: 3 clusters Score -4538466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4538465.000000 Penalty: 3490.788086
	Iteration 137Q: 3 clusters Score -4538465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4538466.000000 Penalty: 3490.788086
	Iteration 138Q: 3 clusters Score -4538466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4538450.000000 Penalty: 3490.788086
	Iteration 139Q: 3 clusters Score -4538450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4538448.000000 Penalty: 3490.788086
	Iteration 140F: 3 clusters Score -4538448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -4538457.500000 Penalty: 3490.788086
	Iteration 141Q: 3 clusters Score -4538458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4538448.500000 Penalty: 3490.788086
	Iteration 142Q: 3 clusters Score -4538448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4538446.000000 Penalty: 3490.788086
	Iteration 143Q: 3 clusters Score -4538446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4538440.000000 Penalty: 3490.788086
	Iteration 144Q: 3 clusters Score -4538440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4538446.500000 Penalty: 3490.788086
	Iteration 145Q: 3 clusters Score -4538446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4538452.000000 Penalty: 3490.788086
	Iteration 146Q: 3 clusters Score -4538452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -4538454.000000 Penalty: 3490.788086
	Iteration 147Q: 3 clusters Score -4538454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4538452.000000 Penalty: 3490.788086
	Iteration 148Q: 3 clusters Score -4538452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4538455.000000 Penalty: 3490.788086
	Iteration 149Q: 3 clusters Score -4538455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4538461.500000 Penalty: 3490.788086
	Iteration 150Q: 3 clusters Score -4538462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4538460.000000 Penalty: 3490.788086
	Iteration 151Q: 3 clusters Score -4538460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4538465.000000 Penalty: 3490.788086
	Iteration 152Q: 3 clusters Score -4538465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4538470.500000 Penalty: 3490.788086
	Iteration 153Q: 3 clusters Score -4538470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4538470.000000 Penalty: 3490.788086
	Iteration 154Q: 3 clusters Score -4538470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4538474.000000 Penalty: 3490.788086
	Iteration 155Q: 3 clusters Score -4538474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4538478.000000 Penalty: 3490.788086
	Iteration 156Q: 3 clusters Score -4538478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -4538457.500000 Penalty: 3490.788086
	Iteration 157Q: 3 clusters Score -4538458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4538456.000000 Penalty: 3490.788086
	Iteration 158Q: 3 clusters Score -4538456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4538460.000000 Penalty: 3490.788086
	Iteration 159Q: 3 clusters Score -4538460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4538471.000000 Penalty: 3490.788086
	Iteration 160F: 3 clusters Score -4538471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -4538465.000000 Penalty: 3490.788086
	Iteration 161Q: 3 clusters Score -4538465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4538448.500000 Penalty: 3490.788086
	Iteration 162Q: 3 clusters Score -4538448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4538448.500000 Penalty: 3490.788086
	Iteration 163Q: 3 clusters Score -4538448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4538456.500000 Penalty: 3490.788086
	Iteration 164Q: 3 clusters Score -4538456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -4538455.000000 Penalty: 3490.788086
	Iteration 165Q: 3 clusters Score -4538455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -4538459.000000 Penalty: 3490.788086
	Iteration 166Q: 3 clusters Score -4538459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -4538453.000000 Penalty: 3490.788086
	Iteration 167Q: 3 clusters Score -4538453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -4538456.500000 Penalty: 3490.788086
	Iteration 168Q: 3 clusters Score -4538456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4538462.500000 Penalty: 3490.788086
	Iteration 169Q: 3 clusters Score -4538462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -4538454.500000 Penalty: 3490.788086
	Iteration 170Q: 3 clusters Score -4538454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4538458.000000 Penalty: 3490.788086
	Iteration 171Q: 3 clusters Score -4538458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -4538453.000000 Penalty: 3490.788086
	Iteration 172Q: 3 clusters Score -4538453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4538462.500000 Penalty: 3490.788086
	Iteration 173Q: 3 clusters Score -4538462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4538473.000000 Penalty: 3490.788086
	Iteration 174Q: 3 clusters Score -4538473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -4538498.500000 Penalty: 3490.788086
	Iteration 175Q: 3 clusters Score -4538498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4538495.000000 Penalty: 3490.788086
	Iteration 176Q: 3 clusters Score -4538495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -4538487.500000 Penalty: 3490.788086
	Iteration 177Q: 3 clusters Score -4538488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4538493.000000 Penalty: 3490.788086
	Iteration 178Q: 3 clusters Score -4538493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4538505.500000 Penalty: 3490.788086
	Iteration 179Q: 3 clusters Score -4538506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4538510.000000 Penalty: 3490.788086
	Iteration 180F: 3 clusters Score -4538510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4538498.500000 Penalty: 3490.788086
	Iteration 181Q: 3 clusters Score -4538498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4538528.000000 Penalty: 3490.788086
	Iteration 182Q: 3 clusters Score -4538528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4538549.500000 Penalty: 3490.788086
	Iteration 183Q: 3 clusters Score -4538550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -4538575.000000 Penalty: 3490.788086
	Iteration 184Q: 3 clusters Score -4538575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4538595.000000 Penalty: 3490.788086
	Iteration 185Q: 3 clusters Score -4538595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4538601.500000 Penalty: 3490.788086
	Iteration 186Q: 3 clusters Score -4538602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4538629.000000 Penalty: 3490.788086
	Iteration 187Q: 3 clusters Score -4538629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4538671.500000 Penalty: 3490.788086
	Iteration 188Q: 3 clusters Score -4538672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4538713.500000 Penalty: 3490.788086
	Iteration 189Q: 3 clusters Score -4538714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -4538770.500000 Penalty: 3490.788086
	Iteration 190Q: 3 clusters Score -4538770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -4538821.000000 Penalty: 3490.788086
	Iteration 191Q: 3 clusters Score -4538821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4538875.500000 Penalty: 3490.788086
	Iteration 192Q: 3 clusters Score -4538876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4538894.000000 Penalty: 3490.788086
	Iteration 193Q: 3 clusters Score -4538894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4538918.500000 Penalty: 3490.788086
	Iteration 194Q: 3 clusters Score -4538918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -4538944.000000 Penalty: 3490.788086
	Iteration 195Q: 3 clusters Score -4538944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4538980.500000 Penalty: 3490.788086
	Iteration 196Q: 3 clusters Score -4538980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4539013.000000 Penalty: 3490.788086
	Iteration 197Q: 3 clusters Score -4539013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4539038.500000 Penalty: 3490.788086
	Iteration 198Q: 3 clusters Score -4539038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -4539047.000000 Penalty: 3490.788086
	Iteration 199Q: 3 clusters Score -4539047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4539065.500000 Penalty: 3490.788086
	Iteration 200F: 3 clusters Score -4539066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4539094.000000 Penalty: 3490.788086
	Iteration 201Q: 3 clusters Score -4539094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4539115.500000 Penalty: 3490.788086
	Iteration 202Q: 3 clusters Score -4539116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4539108.500000 Penalty: 3490.788086
	Iteration 203Q: 3 clusters Score -4539108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4539136.000000 Penalty: 3490.788086
	Iteration 204Q: 3 clusters Score -4539136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -4539149.000000 Penalty: 3490.788086
	Iteration 205Q: 3 clusters Score -4539149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4539152.500000 Penalty: 3490.788086
	Iteration 206Q: 3 clusters Score -4539152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4539173.000000 Penalty: 3490.788086
	Iteration 207Q: 3 clusters Score -4539173 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4539206.500000 Penalty: 3490.788086
	Iteration 208Q: 3 clusters Score -4539206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4539220.500000 Penalty: 3490.788086
	Iteration 209Q: 3 clusters Score -4539220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4539231.000000 Penalty: 3490.788086
	Iteration 210Q: 3 clusters Score -4539231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4539226.000000 Penalty: 3490.788086
	Iteration 211Q: 3 clusters Score -4539226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4539238.500000 Penalty: 3490.788086
	Iteration 212Q: 3 clusters Score -4539238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -4539240.000000 Penalty: 3490.788086
	Iteration 213Q: 3 clusters Score -4539240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4539245.500000 Penalty: 3490.788086
	Iteration 214Q: 3 clusters Score -4539246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4539261.000000 Penalty: 3490.788086
	Iteration 215Q: 3 clusters Score -4539261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -4539260.500000 Penalty: 3490.788086
	Iteration 216Q: 3 clusters Score -4539260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4539278.500000 Penalty: 3490.788086
	Iteration 217Q: 3 clusters Score -4539278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4539280.500000 Penalty: 3490.788086
	Iteration 218Q: 3 clusters Score -4539280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4539282.000000 Penalty: 3490.788086
	Iteration 219Q: 3 clusters Score -4539282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4539281.000000 Penalty: 3490.788086
	Iteration 220F: 3 clusters Score -4539281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4539286.000000 Penalty: 3490.788086
	Iteration 221Q: 3 clusters Score -4539286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4539300.500000 Penalty: 3490.788086
	Iteration 222Q: 3 clusters Score -4539300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4539313.500000 Penalty: 3490.788086
	Iteration 223Q: 3 clusters Score -4539314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4539309.500000 Penalty: 3490.788086
	Iteration 224Q: 3 clusters Score -4539310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -4539314.000000 Penalty: 3490.788086
	Iteration 225Q: 3 clusters Score -4539314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4539316.500000 Penalty: 3490.788086
	Iteration 226Q: 3 clusters Score -4539316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4539326.000000 Penalty: 3490.788086
	Iteration 227Q: 3 clusters Score -4539326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4539335.000000 Penalty: 3490.788086
	Iteration 228Q: 3 clusters Score -4539335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4539352.000000 Penalty: 3490.788086
	Iteration 229Q: 3 clusters Score -4539352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4539364.000000 Penalty: 3490.788086
	Iteration 230Q: 3 clusters Score -4539364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4539366.000000 Penalty: 3490.788086
	Iteration 231Q: 3 clusters Score -4539366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4539380.500000 Penalty: 3490.788086
	Iteration 232Q: 3 clusters Score -4539380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -4539388.500000 Penalty: 3490.788086
	Iteration 233Q: 3 clusters Score -4539388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -4539389.500000 Penalty: 3490.788086
	Iteration 234Q: 3 clusters Score -4539390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -4539400.000000 Penalty: 3490.788086
	Iteration 235Q: 3 clusters Score -4539400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4539392.000000 Penalty: 3490.788086
	Iteration 236Q: 3 clusters Score -4539392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4539387.500000 Penalty: 3490.788086
	Iteration 237Q: 3 clusters Score -4539388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -4539378.500000 Penalty: 3490.788086
	Iteration 238Q: 3 clusters Score -4539378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4539391.000000 Penalty: 3490.788086
	Iteration 239Q: 3 clusters Score -4539391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4539394.500000 Penalty: 3490.788086
	Iteration 240F: 3 clusters Score -4539394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -4539389.500000 Penalty: 3490.788086
	Iteration 241Q: 3 clusters Score -4539390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4539396.000000 Penalty: 3490.788086
	Iteration 242Q: 3 clusters Score -4539396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4539397.500000 Penalty: 3490.788086
	Iteration 243Q: 3 clusters Score -4539398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4539399.500000 Penalty: 3490.788086
	Iteration 244Q: 3 clusters Score -4539400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -4539398.500000 Penalty: 3490.788086
	Iteration 245Q: 3 clusters Score -4539398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4539404.500000 Penalty: 3490.788086
	Iteration 246Q: 3 clusters Score -4539404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4539405.500000 Penalty: 3490.788086
	Iteration 247Q: 3 clusters Score -4539406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4539413.500000 Penalty: 3490.788086
	Iteration 248Q: 3 clusters Score -4539414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4539411.000000 Penalty: 3490.788086
	Iteration 249Q: 3 clusters Score -4539411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4539411.000000 Penalty: 3490.788086
	Iteration 250Q: 3 clusters Score -4539411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4539418.000000 Penalty: 3490.788086
	Iteration 251Q: 3 clusters Score -4539418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -4539421.000000 Penalty: 3490.788086
	Iteration 252Q: 3 clusters Score -4539421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -4539422.500000 Penalty: 3490.788086
	Iteration 253Q: 3 clusters Score -4539422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4539423.500000 Penalty: 3490.788086
	Iteration 254Q: 3 clusters Score -4539424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4539438.500000 Penalty: 3490.788086
	Iteration 255Q: 3 clusters Score -4539438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4539440.000000 Penalty: 3490.788086
	Iteration 256Q: 3 clusters Score -4539440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4539439.500000 Penalty: 3490.788086
	Iteration 257Q: 3 clusters Score -4539440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4539451.000000 Penalty: 3490.788086
	Iteration 258Q: 3 clusters Score -4539451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -4539456.000000 Penalty: 3490.788086
	Iteration 259Q: 3 clusters Score -4539456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4539474.500000 Penalty: 3490.788086
	Iteration 260F: 3 clusters Score -4539474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4539487.000000 Penalty: 3490.788086
	Iteration 261Q: 3 clusters Score -4539487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4539481.000000 Penalty: 3490.788086
	Iteration 262Q: 3 clusters Score -4539481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4539508.500000 Penalty: 3490.788086
	Iteration 263Q: 3 clusters Score -4539508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4539515.500000 Penalty: 3490.788086
	Iteration 264Q: 3 clusters Score -4539516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4539533.500000 Penalty: 3490.788086
	Iteration 265Q: 3 clusters Score -4539534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4539541.500000 Penalty: 3490.788086
	Iteration 266Q: 3 clusters Score -4539542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4539551.000000 Penalty: 3490.788086
	Iteration 267Q: 3 clusters Score -4539551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4539548.000000 Penalty: 3490.788086
	Iteration 268Q: 3 clusters Score -4539548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4539547.500000 Penalty: 3490.788086
	Iteration 269Q: 3 clusters Score -4539548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4539548.000000 Penalty: 3490.788086
	Iteration 270Q: 3 clusters Score -4539548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4539554.000000 Penalty: 3490.788086
	Iteration 271Q: 3 clusters Score -4539554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4539568.000000 Penalty: 3490.788086
	Iteration 272Q: 3 clusters Score -4539568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4539566.500000 Penalty: 3490.788086
	Iteration 273Q: 3 clusters Score -4539566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4539559.500000 Penalty: 3490.788086
	Iteration 274Q: 3 clusters Score -4539560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -4539556.500000 Penalty: 3490.788086
	Iteration 275Q: 3 clusters Score -4539556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4539571.000000 Penalty: 3490.788086
	Iteration 276Q: 3 clusters Score -4539571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4539567.000000 Penalty: 3490.788086
	Iteration 277Q: 3 clusters Score -4539567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4539563.500000 Penalty: 3490.788086
	Iteration 278Q: 3 clusters Score -4539564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4539564.500000 Penalty: 3490.788086
	Iteration 279Q: 3 clusters Score -4539564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -4539563.000000 Penalty: 3490.788086
	Iteration 280F: 3 clusters Score -4539563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 38880 members 
Mstep: Class 4 contains 40914 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 10390 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 17282 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40963 members 
Mstep: Class 21 contains 45112 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20639 members 
Mstep: Class 30 contains 22373 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18976 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5154 members 
Mstep: Class 48 contains 35817 members 
Entering Unmasked Estep 
Score: -49776828.000000 Penalty: 103005.007812
Splitting cluster 7 changes total score from -49775000.000000 to -49776828.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 8 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -450045.437500 Penalty: 1384.886719
	Iteration 0F: 2 clusters Score -450045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -446082.250000 Penalty: 2769.773438
	Iteration 0F: 3 clusters Score -446082.2 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -447358.593750 Penalty: 2769.773438
	Iteration 1F: 3 clusters Score -447358.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -447672.500000 Penalty: 2769.773438
	Iteration 2F: 3 clusters Score -447672.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -447961.687500 Penalty: 2769.773438
	Iteration 3F: 3 clusters Score -447961.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -448205.812500 Penalty: 2769.773438
	Iteration 4F: 3 clusters Score -448205.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -448394.875000 Penalty: 2769.773438
	Iteration 5F: 3 clusters Score -448394.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -448517.312500 Penalty: 2769.773438
	Iteration 6Q: 3 clusters Score -448517.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -448615.656250 Penalty: 2769.773438
	Iteration 7Q: 3 clusters Score -448615.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -448684.718750 Penalty: 2769.773438
	Iteration 8Q: 3 clusters Score -448684.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -448734.875000 Penalty: 2769.773438
	Iteration 9Q: 3 clusters Score -448734.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -448772.843750 Penalty: 2769.773438
	Iteration 10Q: 3 clusters Score -448772.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -448798.718750 Penalty: 2769.773438
	Iteration 11Q: 3 clusters Score -448798.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -448813.937500 Penalty: 2769.773438
	Iteration 12Q: 3 clusters Score -448813.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -448822.906250 Penalty: 2769.773438
	Iteration 13Q: 3 clusters Score -448822.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -448830.406250 Penalty: 2769.773438
	Iteration 14Q: 3 clusters Score -448830.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -448839.875000 Penalty: 2769.773438
	Iteration 15Q: 3 clusters Score -448839.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -448845.156250 Penalty: 2769.773438
	Iteration 16Q: 3 clusters Score -448845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -448855.125000 Penalty: 2769.773438
	Iteration 17Q: 3 clusters Score -448855.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -448863.875000 Penalty: 2769.773438
	Iteration 18Q: 3 clusters Score -448863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -448866.812500 Penalty: 2769.773438
	Iteration 19Q: 3 clusters Score -448866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -448868.968750 Penalty: 2769.773438
	Iteration 20F: 3 clusters Score -448869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -448871.750000 Penalty: 2769.773438
	Iteration 21Q: 3 clusters Score -448871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -448875.750000 Penalty: 2769.773438
	Iteration 22Q: 3 clusters Score -448875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -448878.531250 Penalty: 2769.773438
	Iteration 23Q: 3 clusters Score -448878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -448882.125000 Penalty: 2769.773438
	Iteration 24Q: 3 clusters Score -448882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -448887.031250 Penalty: 2769.773438
	Iteration 25Q: 3 clusters Score -448887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -448891.843750 Penalty: 2769.773438
	Iteration 26Q: 3 clusters Score -448891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -448893.875000 Penalty: 2769.773438
	Iteration 27Q: 3 clusters Score -448893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -448894.375000 Penalty: 2769.773438
	Iteration 28Q: 3 clusters Score -448894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -448894.375000 Penalty: 2769.773438
	Iteration 29Q: 3 clusters Score -448894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -448896.093750 Penalty: 2769.773438
	Iteration 30Q: 3 clusters Score -448896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -448898.281250 Penalty: 2769.773438
	Iteration 31Q: 3 clusters Score -448898.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -448899.968750 Penalty: 2769.773438
	Iteration 32Q: 3 clusters Score -448900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -448902.375000 Penalty: 2769.773438
	Iteration 33Q: 3 clusters Score -448902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -448902.625000 Penalty: 2769.773438
	Iteration 34Q: 3 clusters Score -448902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -448903.687500 Penalty: 2769.773438
	Iteration 35Q: 3 clusters Score -448903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -448905.593750 Penalty: 2769.773438
	Iteration 36Q: 3 clusters Score -448905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -448906.156250 Penalty: 2769.773438
	Iteration 37Q: 3 clusters Score -448906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -448905.687500 Penalty: 2769.773438
	Iteration 38Q: 3 clusters Score -448905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -448905.687500 Penalty: 2769.773438
	Iteration 39F: 3 clusters Score -448905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -122079.171875 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -122079.2 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 647 members 
Entering Unmasked Estep 
Score: -120457.320312 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -120457.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120792.539062 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -120792.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120869.679688 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -120869.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120911.281250 Penalty: 2338.192139
	Iteration 3Q: 3 clusters Score -120911.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -120944.875000 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -120944.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120970.140625 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -120970.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120989.382812 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -120989.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -121018.953125 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -121019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -121055.507812 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -121055.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121084.890625 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -121084.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -121125.484375 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -121125.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121207.687500 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -121207.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -121272.390625 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -121272.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121336.937500 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -121336.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121380.796875 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -121380.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -121419.562500 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -121419.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121446.007812 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -121446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -121467.375000 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -121467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -121480.960938 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -121481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121487.781250 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -121487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -121495.609375 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -121495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121500.320312 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -121500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -121504.109375 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -121504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -121506.585938 Penalty: 2338.192139
	Iteration 23Q: 3 clusters Score -121506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -121509.156250 Penalty: 2338.192139
	Iteration 24Q: 3 clusters Score -121509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121509.796875 Penalty: 2338.192139
	Iteration 25Q: 3 clusters Score -121509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -121512.960938 Penalty: 2338.192139
	Iteration 26Q: 3 clusters Score -121513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -121515.851562 Penalty: 2338.192139
	Iteration 27Q: 3 clusters Score -121515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -121517.914062 Penalty: 2338.192139
	Iteration 28Q: 3 clusters Score -121517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -121520.187500 Penalty: 2338.192139
	Iteration 29Q: 3 clusters Score -121520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -121522.242188 Penalty: 2338.192139
	Iteration 30Q: 3 clusters Score -121522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121522.539062 Penalty: 2338.192139
	Iteration 31Q: 3 clusters Score -121522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121522.539062 Penalty: 2338.192139
	Iteration 32F: 3 clusters Score -121522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Entering Unmasked Estep 
Score: -3604788.500000 Penalty: 1712.127319
	Iteration 0F: 2 clusters Score -3604788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3579791.500000 Penalty: 3424.254639
	Iteration 0F: 3 clusters Score -3579792 nChanged 17610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3589884.500000 Penalty: 3424.254639
	Iteration 1F: 3 clusters Score -3589884 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3590661.500000 Penalty: 3424.254639
	Iteration 2F: 3 clusters Score -3590662 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3591565.000000 Penalty: 3424.254639
	Iteration 3F: 3 clusters Score -3591565 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3592729.250000 Penalty: 3424.254639
	Iteration 4F: 3 clusters Score -3592729 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3594204.750000 Penalty: 3424.254639
	Iteration 5F: 3 clusters Score -3594205 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3595829.250000 Penalty: 3424.254639
	Iteration 6F: 3 clusters Score -3595829 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3597242.500000 Penalty: 3424.254639
	Iteration 7F: 3 clusters Score -3597242 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -3598418.000000 Penalty: 3424.254639
	Iteration 8Q: 3 clusters Score -3598418 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -3599258.250000 Penalty: 3424.254639
	Iteration 9Q: 3 clusters Score -3599258 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -3599880.000000 Penalty: 3424.254639
	Iteration 10Q: 3 clusters Score -3599880 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -3600481.500000 Penalty: 3424.254639
	Iteration 11Q: 3 clusters Score -3600482 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -3601157.250000 Penalty: 3424.254639
	Iteration 12Q: 3 clusters Score -3601157 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -3601758.000000 Penalty: 3424.254639
	Iteration 13Q: 3 clusters Score -3601758 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -3602322.750000 Penalty: 3424.254639
	Iteration 14Q: 3 clusters Score -3602323 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -3602825.500000 Penalty: 3424.254639
	Iteration 15Q: 3 clusters Score -3602826 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -3603131.250000 Penalty: 3424.254639
	Iteration 16Q: 3 clusters Score -3603131 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3603342.750000 Penalty: 3424.254639
	Iteration 17Q: 3 clusters Score -3603343 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -3603497.500000 Penalty: 3424.254639
	Iteration 18Q: 3 clusters Score -3603498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -3603565.250000 Penalty: 3424.254639
	Iteration 19Q: 3 clusters Score -3603565 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -3603588.750000 Penalty: 3424.254639
	Iteration 20F: 3 clusters Score -3603589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3603601.500000 Penalty: 3424.254639
	Iteration 21Q: 3 clusters Score -3603602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -3603625.500000 Penalty: 3424.254639
	Iteration 22Q: 3 clusters Score -3603626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3603632.000000 Penalty: 3424.254639
	Iteration 23Q: 3 clusters Score -3603632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -3603644.750000 Penalty: 3424.254639
	Iteration 24Q: 3 clusters Score -3603645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -3603643.500000 Penalty: 3424.254639
	Iteration 25Q: 3 clusters Score -3603644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -3603646.750000 Penalty: 3424.254639
	Iteration 26Q: 3 clusters Score -3603647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -3603651.500000 Penalty: 3424.254639
	Iteration 27Q: 3 clusters Score -3603652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3603650.250000 Penalty: 3424.254639
	Iteration 28Q: 3 clusters Score -3603650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -3603648.000000 Penalty: 3424.254639
	Iteration 29Q: 3 clusters Score -3603648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -3603652.750000 Penalty: 3424.254639
	Iteration 30Q: 3 clusters Score -3603653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3603654.500000 Penalty: 3424.254639
	Iteration 31Q: 3 clusters Score -3603654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -3603655.750000 Penalty: 3424.254639
	Iteration 32Q: 3 clusters Score -3603656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -3603661.250000 Penalty: 3424.254639
	Iteration 33Q: 3 clusters Score -3603661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3603659.750000 Penalty: 3424.254639
	Iteration 34Q: 3 clusters Score -3603660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3603656.750000 Penalty: 3424.254639
	Iteration 35Q: 3 clusters Score -3603657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -3603660.500000 Penalty: 3424.254639
	Iteration 36Q: 3 clusters Score -3603660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3603658.750000 Penalty: 3424.254639
	Iteration 37Q: 3 clusters Score -3603659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3603658.750000 Penalty: 3424.254639
	Iteration 38F: 3 clusters Score -3603659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Entering Unmasked Estep 
Score: -1707844.750000 Penalty: 1585.580811
	Iteration 0F: 2 clusters Score -1707845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1696029.875000 Penalty: 3171.161621
	Iteration 0F: 3 clusters Score -1696030 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1700153.625000 Penalty: 3171.161621
	Iteration 1F: 3 clusters Score -1700154 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1700410.125000 Penalty: 3171.161621
	Iteration 2Q: 3 clusters Score -1700410 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1700630.250000 Penalty: 3171.161621
	Iteration 3Q: 3 clusters Score -1700630 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1700864.750000 Penalty: 3171.161621
	Iteration 4Q: 3 clusters Score -1700865 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1701158.500000 Penalty: 3171.161621
	Iteration 5Q: 3 clusters Score -1701158 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1701619.875000 Penalty: 3171.161621
	Iteration 6F: 3 clusters Score -1701620 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1702324.375000 Penalty: 3171.161621
	Iteration 7F: 3 clusters Score -1702324 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1703340.625000 Penalty: 3171.161621
	Iteration 8F: 3 clusters Score -1703341 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1704445.500000 Penalty: 3171.161621
	Iteration 9F: 3 clusters Score -1704446 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1705418.125000 Penalty: 3171.161621
	Iteration 10F: 3 clusters Score -1705418 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1706007.250000 Penalty: 3171.161621
	Iteration 11Q: 3 clusters Score -1706007 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1706253.000000 Penalty: 3171.161621
	Iteration 12Q: 3 clusters Score -1706253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1706361.875000 Penalty: 3171.161621
	Iteration 13Q: 3 clusters Score -1706362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1706393.625000 Penalty: 3171.161621
	Iteration 14Q: 3 clusters Score -1706394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1706416.125000 Penalty: 3171.161621
	Iteration 15Q: 3 clusters Score -1706416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1706427.500000 Penalty: 3171.161621
	Iteration 16Q: 3 clusters Score -1706428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -1706434.125000 Penalty: 3171.161621
	Iteration 17Q: 3 clusters Score -1706434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1706438.375000 Penalty: 3171.161621
	Iteration 18Q: 3 clusters Score -1706438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1706443.875000 Penalty: 3171.161621
	Iteration 19Q: 3 clusters Score -1706444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1706447.375000 Penalty: 3171.161621
	Iteration 20F: 3 clusters Score -1706447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1706451.375000 Penalty: 3171.161621
	Iteration 21Q: 3 clusters Score -1706451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1706451.125000 Penalty: 3171.161621
	Iteration 22Q: 3 clusters Score -1706451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1706451.125000 Penalty: 3171.161621
	Iteration 23F: 3 clusters Score -1706451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Entering Unmasked Estep 
Score: -805499.812500 Penalty: 1468.386597
	Iteration 0F: 2 clusters Score -805499.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -799288.312500 Penalty: 2936.773193
	Iteration 0F: 3 clusters Score -799288.3 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -801218.375000 Penalty: 2936.773193
	Iteration 1F: 3 clusters Score -801218.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -801462.500000 Penalty: 2936.773193
	Iteration 2F: 3 clusters Score -801462.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -801677.750000 Penalty: 2936.773193
	Iteration 3F: 3 clusters Score -801677.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -801900.750000 Penalty: 2936.773193
	Iteration 4Q: 3 clusters Score -801900.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -802114.750000 Penalty: 2936.773193
	Iteration 5Q: 3 clusters Score -802114.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -802371.500000 Penalty: 2936.773193
	Iteration 6Q: 3 clusters Score -802371.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -802663.125000 Penalty: 2936.773193
	Iteration 7F: 3 clusters Score -802663.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -802926.187500 Penalty: 2936.773193
	Iteration 8Q: 3 clusters Score -802926.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -803161.812500 Penalty: 2936.773193
	Iteration 9Q: 3 clusters Score -803161.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -803395.562500 Penalty: 2936.773193
	Iteration 10Q: 3 clusters Score -803395.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -803598.375000 Penalty: 2936.773193
	Iteration 11Q: 3 clusters Score -803598.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -803740.562500 Penalty: 2936.773193
	Iteration 12Q: 3 clusters Score -803740.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -803852.187500 Penalty: 2936.773193
	Iteration 13Q: 3 clusters Score -803852.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -803941.187500 Penalty: 2936.773193
	Iteration 14Q: 3 clusters Score -803941.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -804009.437500 Penalty: 2936.773193
	Iteration 15Q: 3 clusters Score -804009.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -804063.437500 Penalty: 2936.773193
	Iteration 16Q: 3 clusters Score -804063.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -804110.937500 Penalty: 2936.773193
	Iteration 17Q: 3 clusters Score -804110.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -804143.375000 Penalty: 2936.773193
	Iteration 18Q: 3 clusters Score -804143.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -804174.312500 Penalty: 2936.773193
	Iteration 19Q: 3 clusters Score -804174.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -804200.750000 Penalty: 2936.773193
	Iteration 20F: 3 clusters Score -804200.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -804221.062500 Penalty: 2936.773193
	Iteration 21Q: 3 clusters Score -804221.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -804232.875000 Penalty: 2936.773193
	Iteration 22Q: 3 clusters Score -804232.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -804242.500000 Penalty: 2936.773193
	Iteration 23Q: 3 clusters Score -804242.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -804256.750000 Penalty: 2936.773193
	Iteration 24Q: 3 clusters Score -804256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -804264.937500 Penalty: 2936.773193
	Iteration 25Q: 3 clusters Score -804264.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -804276.125000 Penalty: 2936.773193
	Iteration 26Q: 3 clusters Score -804276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -804281.687500 Penalty: 2936.773193
	Iteration 27Q: 3 clusters Score -804281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -804293.812500 Penalty: 2936.773193
	Iteration 28Q: 3 clusters Score -804293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -804297.625000 Penalty: 2936.773193
	Iteration 29Q: 3 clusters Score -804297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -804300.312500 Penalty: 2936.773193
	Iteration 30Q: 3 clusters Score -804300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -804302.437500 Penalty: 2936.773193
	Iteration 31Q: 3 clusters Score -804302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -804303.812500 Penalty: 2936.773193
	Iteration 32Q: 3 clusters Score -804303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -804305.125000 Penalty: 2936.773193
	Iteration 33Q: 3 clusters Score -804305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -804306.312500 Penalty: 2936.773193
	Iteration 34Q: 3 clusters Score -804306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -804307.000000 Penalty: 2936.773193
	Iteration 35Q: 3 clusters Score -804307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -804307.000000 Penalty: 2936.773193
	Iteration 36Q: 3 clusters Score -804307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -804307.812500 Penalty: 2936.773193
	Iteration 37Q: 3 clusters Score -804307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -804308.375000 Penalty: 2936.773193
	Iteration 38Q: 3 clusters Score -804308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -804308.375000 Penalty: 2936.773193
	Iteration 39F: 3 clusters Score -804308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Entering Unmasked Estep 
Score: -1827467.250000 Penalty: 1606.967896
	Iteration 0F: 2 clusters Score -1827467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1814135.125000 Penalty: 3213.935791
	Iteration 0F: 3 clusters Score -1814135 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1819136.875000 Penalty: 3213.935791
	Iteration 1F: 3 clusters Score -1819137 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1819584.500000 Penalty: 3213.935791
	Iteration 2F: 3 clusters Score -1819584 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1819948.750000 Penalty: 3213.935791
	Iteration 3Q: 3 clusters Score -1819949 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1820240.000000 Penalty: 3213.935791
	Iteration 4Q: 3 clusters Score -1820240 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1820492.125000 Penalty: 3213.935791
	Iteration 5Q: 3 clusters Score -1820492 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1820674.125000 Penalty: 3213.935791
	Iteration 6Q: 3 clusters Score -1820674 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1820845.375000 Penalty: 3213.935791
	Iteration 7Q: 3 clusters Score -1820845 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1821005.875000 Penalty: 3213.935791
	Iteration 8Q: 3 clusters Score -1821006 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1821192.375000 Penalty: 3213.935791
	Iteration 9Q: 3 clusters Score -1821192 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1821412.000000 Penalty: 3213.935791
	Iteration 10Q: 3 clusters Score -1821412 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1821689.250000 Penalty: 3213.935791
	Iteration 11Q: 3 clusters Score -1821689 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1822030.625000 Penalty: 3213.935791
	Iteration 12Q: 3 clusters Score -1822031 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1822465.500000 Penalty: 3213.935791
	Iteration 13Q: 3 clusters Score -1822466 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1822908.375000 Penalty: 3213.935791
	Iteration 14Q: 3 clusters Score -1822908 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1823258.750000 Penalty: 3213.935791
	Iteration 15Q: 3 clusters Score -1823259 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1823504.750000 Penalty: 3213.935791
	Iteration 16Q: 3 clusters Score -1823505 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1823709.125000 Penalty: 3213.935791
	Iteration 17Q: 3 clusters Score -1823709 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1823865.250000 Penalty: 3213.935791
	Iteration 18Q: 3 clusters Score -1823865 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1824028.250000 Penalty: 3213.935791
	Iteration 19Q: 3 clusters Score -1824028 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1824163.750000 Penalty: 3213.935791
	Iteration 20F: 3 clusters Score -1824164 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1824295.375000 Penalty: 3213.935791
	Iteration 21Q: 3 clusters Score -1824295 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1824420.000000 Penalty: 3213.935791
	Iteration 22Q: 3 clusters Score -1824420 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1824543.375000 Penalty: 3213.935791
	Iteration 23Q: 3 clusters Score -1824543 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1824663.250000 Penalty: 3213.935791
	Iteration 24Q: 3 clusters Score -1824663 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1824776.375000 Penalty: 3213.935791
	Iteration 25Q: 3 clusters Score -1824776 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1824903.500000 Penalty: 3213.935791
	Iteration 26Q: 3 clusters Score -1824904 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1825020.250000 Penalty: 3213.935791
	Iteration 27Q: 3 clusters Score -1825020 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1825169.625000 Penalty: 3213.935791
	Iteration 28Q: 3 clusters Score -1825170 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1825289.875000 Penalty: 3213.935791
	Iteration 29Q: 3 clusters Score -1825290 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1825396.625000 Penalty: 3213.935791
	Iteration 30Q: 3 clusters Score -1825397 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1825507.250000 Penalty: 3213.935791
	Iteration 31Q: 3 clusters Score -1825507 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1825620.750000 Penalty: 3213.935791
	Iteration 32Q: 3 clusters Score -1825621 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1825713.500000 Penalty: 3213.935791
	Iteration 33Q: 3 clusters Score -1825714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1825801.125000 Penalty: 3213.935791
	Iteration 34Q: 3 clusters Score -1825801 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1825873.500000 Penalty: 3213.935791
	Iteration 35Q: 3 clusters Score -1825874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1825914.500000 Penalty: 3213.935791
	Iteration 36Q: 3 clusters Score -1825914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1825957.125000 Penalty: 3213.935791
	Iteration 37Q: 3 clusters Score -1825957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1825981.875000 Penalty: 3213.935791
	Iteration 38Q: 3 clusters Score -1825982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1826003.250000 Penalty: 3213.935791
	Iteration 39Q: 3 clusters Score -1826003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1826026.000000 Penalty: 3213.935791
	Iteration 40F: 3 clusters Score -1826026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1826036.750000 Penalty: 3213.935791
	Iteration 41Q: 3 clusters Score -1826037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1826049.125000 Penalty: 3213.935791
	Iteration 42Q: 3 clusters Score -1826049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1826060.875000 Penalty: 3213.935791
	Iteration 43Q: 3 clusters Score -1826061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1826073.750000 Penalty: 3213.935791
	Iteration 44Q: 3 clusters Score -1826074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1826086.875000 Penalty: 3213.935791
	Iteration 45Q: 3 clusters Score -1826087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1826099.750000 Penalty: 3213.935791
	Iteration 46Q: 3 clusters Score -1826100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1826118.125000 Penalty: 3213.935791
	Iteration 47Q: 3 clusters Score -1826118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1826130.375000 Penalty: 3213.935791
	Iteration 48Q: 3 clusters Score -1826130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1826142.625000 Penalty: 3213.935791
	Iteration 49Q: 3 clusters Score -1826143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1826147.250000 Penalty: 3213.935791
	Iteration 50Q: 3 clusters Score -1826147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1826151.625000 Penalty: 3213.935791
	Iteration 51Q: 3 clusters Score -1826152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1826157.625000 Penalty: 3213.935791
	Iteration 52Q: 3 clusters Score -1826158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1826163.875000 Penalty: 3213.935791
	Iteration 53Q: 3 clusters Score -1826164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1826170.625000 Penalty: 3213.935791
	Iteration 54Q: 3 clusters Score -1826171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1826170.875000 Penalty: 3213.935791
	Iteration 55Q: 3 clusters Score -1826171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1826171.875000 Penalty: 3213.935791
	Iteration 56Q: 3 clusters Score -1826172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1826176.625000 Penalty: 3213.935791
	Iteration 57Q: 3 clusters Score -1826177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1826176.625000 Penalty: 3213.935791
	Iteration 58F: 3 clusters Score -1826177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -77446.828125 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -77446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76120.140625 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -76120.14 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76357.320312 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -76357.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76419.210938 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -76419.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76453.343750 Penalty: 2196.002930
	Iteration 3Q: 3 clusters Score -76453.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -76474.382812 Penalty: 2196.002930
	Iteration 4Q: 3 clusters Score -76474.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -76482.960938 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -76482.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76492.328125 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -76492.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76502.781250 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -76502.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76511.437500 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -76511.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76520.804688 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -76520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76528.218750 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -76528.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -76531.742188 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -76531.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -76535.007812 Penalty: 2196.002930
	Iteration 12Q: 3 clusters Score -76535.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -76537.507812 Penalty: 2196.002930
	Iteration 13Q: 3 clusters Score -76537.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -76541.593750 Penalty: 2196.002930
	Iteration 14Q: 3 clusters Score -76541.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -76542.007812 Penalty: 2196.002930
	Iteration 15Q: 3 clusters Score -76542.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -76542.007812 Penalty: 2196.002930
	Iteration 16F: 3 clusters Score -76542.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Entering Unmasked Estep 
Score: -1293260.750000 Penalty: 1543.789795
	Iteration 0F: 2 clusters Score -1293261 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 6661 members 
Entering Unmasked Estep 
Score: -1283955.625000 Penalty: 3087.579590
	Iteration 0F: 3 clusters Score -1283956 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1287046.875000 Penalty: 3087.579590
	Iteration 1F: 3 clusters Score -1287047 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1287274.750000 Penalty: 3087.579590
	Iteration 2F: 3 clusters Score -1287275 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1287435.875000 Penalty: 3087.579590
	Iteration 3Q: 3 clusters Score -1287436 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1287562.625000 Penalty: 3087.579590
	Iteration 4Q: 3 clusters Score -1287563 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1287667.875000 Penalty: 3087.579590
	Iteration 5Q: 3 clusters Score -1287668 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1287771.375000 Penalty: 3087.579590
	Iteration 6Q: 3 clusters Score -1287771 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1287855.250000 Penalty: 3087.579590
	Iteration 7Q: 3 clusters Score -1287855 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1287936.375000 Penalty: 3087.579590
	Iteration 8Q: 3 clusters Score -1287936 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1288044.625000 Penalty: 3087.579590
	Iteration 9Q: 3 clusters Score -1288045 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1288178.250000 Penalty: 3087.579590
	Iteration 10Q: 3 clusters Score -1288178 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1288361.125000 Penalty: 3087.579590
	Iteration 11Q: 3 clusters Score -1288361 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1288671.000000 Penalty: 3087.579590
	Iteration 12Q: 3 clusters Score -1288671 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1289135.125000 Penalty: 3087.579590
	Iteration 13F: 3 clusters Score -1289135 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1289711.000000 Penalty: 3087.579590
	Iteration 14F: 3 clusters Score -1289711 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1290272.750000 Penalty: 3087.579590
	Iteration 15F: 3 clusters Score -1290273 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1290800.000000 Penalty: 3087.579590
	Iteration 16Q: 3 clusters Score -1290800 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1291187.250000 Penalty: 3087.579590
	Iteration 17Q: 3 clusters Score -1291187 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1291412.750000 Penalty: 3087.579590
	Iteration 18Q: 3 clusters Score -1291413 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1291560.250000 Penalty: 3087.579590
	Iteration 19Q: 3 clusters Score -1291560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1291665.875000 Penalty: 3087.579590
	Iteration 20F: 3 clusters Score -1291666 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1291752.750000 Penalty: 3087.579590
	Iteration 21Q: 3 clusters Score -1291753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1291789.750000 Penalty: 3087.579590
	Iteration 22Q: 3 clusters Score -1291790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1291808.125000 Penalty: 3087.579590
	Iteration 23Q: 3 clusters Score -1291808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1291830.125000 Penalty: 3087.579590
	Iteration 24Q: 3 clusters Score -1291830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1291847.250000 Penalty: 3087.579590
	Iteration 25Q: 3 clusters Score -1291847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1291858.250000 Penalty: 3087.579590
	Iteration 26Q: 3 clusters Score -1291858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1291869.000000 Penalty: 3087.579590
	Iteration 27Q: 3 clusters Score -1291869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1291883.750000 Penalty: 3087.579590
	Iteration 28Q: 3 clusters Score -1291884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1291893.875000 Penalty: 3087.579590
	Iteration 29Q: 3 clusters Score -1291894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1291902.375000 Penalty: 3087.579590
	Iteration 30Q: 3 clusters Score -1291902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1291907.250000 Penalty: 3087.579590
	Iteration 31Q: 3 clusters Score -1291907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1291908.875000 Penalty: 3087.579590
	Iteration 32Q: 3 clusters Score -1291909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1291911.750000 Penalty: 3087.579590
	Iteration 33Q: 3 clusters Score -1291912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1291910.750000 Penalty: 3087.579590
	Iteration 34Q: 3 clusters Score -1291911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1291910.750000 Penalty: 3087.579590
	Iteration 35F: 3 clusters Score -1291911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -810741.625000 Penalty: 1486.019287
	Iteration 0F: 2 clusters Score -810741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -803995.000000 Penalty: 2972.038574
	Iteration 0F: 3 clusters Score -803995 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -806068.750000 Penalty: 2972.038574
	Iteration 1F: 3 clusters Score -806068.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -806343.437500 Penalty: 2972.038574
	Iteration 2F: 3 clusters Score -806343.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -806598.437500 Penalty: 2972.038574
	Iteration 3F: 3 clusters Score -806598.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -806862.125000 Penalty: 2972.038574
	Iteration 4F: 3 clusters Score -806862.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -807169.250000 Penalty: 2972.038574
	Iteration 5F: 3 clusters Score -807169.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -807504.500000 Penalty: 2972.038574
	Iteration 6F: 3 clusters Score -807504.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -807831.000000 Penalty: 2972.038574
	Iteration 7F: 3 clusters Score -807831 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -808136.937500 Penalty: 2972.038574
	Iteration 8Q: 3 clusters Score -808136.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -808423.812500 Penalty: 2972.038574
	Iteration 9Q: 3 clusters Score -808423.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -808660.812500 Penalty: 2972.038574
	Iteration 10Q: 3 clusters Score -808660.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -808807.500000 Penalty: 2972.038574
	Iteration 11Q: 3 clusters Score -808807.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -808938.812500 Penalty: 2972.038574
	Iteration 12Q: 3 clusters Score -808938.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -809043.937500 Penalty: 2972.038574
	Iteration 13Q: 3 clusters Score -809043.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -809121.250000 Penalty: 2972.038574
	Iteration 14Q: 3 clusters Score -809121.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -809197.687500 Penalty: 2972.038574
	Iteration 15Q: 3 clusters Score -809197.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -809267.250000 Penalty: 2972.038574
	Iteration 16Q: 3 clusters Score -809267.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -809321.500000 Penalty: 2972.038574
	Iteration 17Q: 3 clusters Score -809321.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -809378.875000 Penalty: 2972.038574
	Iteration 18Q: 3 clusters Score -809378.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -809430.375000 Penalty: 2972.038574
	Iteration 19Q: 3 clusters Score -809430.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -809468.125000 Penalty: 2972.038574
	Iteration 20F: 3 clusters Score -809468.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -809495.812500 Penalty: 2972.038574
	Iteration 21Q: 3 clusters Score -809495.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -809517.812500 Penalty: 2972.038574
	Iteration 22Q: 3 clusters Score -809517.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -809533.187500 Penalty: 2972.038574
	Iteration 23Q: 3 clusters Score -809533.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -809553.250000 Penalty: 2972.038574
	Iteration 24Q: 3 clusters Score -809553.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -809573.000000 Penalty: 2972.038574
	Iteration 25Q: 3 clusters Score -809573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -809593.062500 Penalty: 2972.038574
	Iteration 26Q: 3 clusters Score -809593.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -809608.687500 Penalty: 2972.038574
	Iteration 27Q: 3 clusters Score -809608.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -809627.625000 Penalty: 2972.038574
	Iteration 28Q: 3 clusters Score -809627.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -809645.312500 Penalty: 2972.038574
	Iteration 29Q: 3 clusters Score -809645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -809655.500000 Penalty: 2972.038574
	Iteration 30Q: 3 clusters Score -809655.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -809660.562500 Penalty: 2972.038574
	Iteration 31Q: 3 clusters Score -809660.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -809671.625000 Penalty: 2972.038574
	Iteration 32Q: 3 clusters Score -809671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -809677.625000 Penalty: 2972.038574
	Iteration 33Q: 3 clusters Score -809677.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -809685.312500 Penalty: 2972.038574
	Iteration 34Q: 3 clusters Score -809685.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -809693.562500 Penalty: 2972.038574
	Iteration 35Q: 3 clusters Score -809693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -809698.687500 Penalty: 2972.038574
	Iteration 36Q: 3 clusters Score -809698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -809702.375000 Penalty: 2972.038574
	Iteration 37Q: 3 clusters Score -809702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -809708.312500 Penalty: 2972.038574
	Iteration 38Q: 3 clusters Score -809708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -809712.437500 Penalty: 2972.038574
	Iteration 39Q: 3 clusters Score -809712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -809715.750000 Penalty: 2972.038574
	Iteration 40F: 3 clusters Score -809715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -809717.250000 Penalty: 2972.038574
	Iteration 41Q: 3 clusters Score -809717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -809719.250000 Penalty: 2972.038574
	Iteration 42Q: 3 clusters Score -809719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -809722.562500 Penalty: 2972.038574
	Iteration 43Q: 3 clusters Score -809722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -809721.625000 Penalty: 2972.038574
	Iteration 44Q: 3 clusters Score -809721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -809721.375000 Penalty: 2972.038574
	Iteration 45Q: 3 clusters Score -809721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -809724.312500 Penalty: 2972.038574
	Iteration 46Q: 3 clusters Score -809724.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -809727.687500 Penalty: 2972.038574
	Iteration 47Q: 3 clusters Score -809727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -809728.125000 Penalty: 2972.038574
	Iteration 48Q: 3 clusters Score -809728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -809727.500000 Penalty: 2972.038574
	Iteration 49Q: 3 clusters Score -809727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -809728.125000 Penalty: 2972.038574
	Iteration 50Q: 3 clusters Score -809728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -809728.125000 Penalty: 2972.038574
	Iteration 51F: 3 clusters Score -809728.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -159784.281250 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -159784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -157868.578125 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -157868.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -158345.328125 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -158345.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -158516.453125 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -158516.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -158639.640625 Penalty: 2430.588867
	Iteration 3F: 3 clusters Score -158639.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -158730.515625 Penalty: 2430.588867
	Iteration 4F: 3 clusters Score -158730.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158804.625000 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -158804.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -158861.671875 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -158861.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158907.343750 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -158907.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -158943.281250 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -158943.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -158975.296875 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -158975.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159005.421875 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -159005.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159031.718750 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -159031.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159049.203125 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -159049.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -159068.109375 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -159068.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159085.093750 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -159085.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159107.765625 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -159107.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -159126.468750 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -159126.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159163.515625 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -159163.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -159211.421875 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -159211.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159265.937500 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -159265.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159323.406250 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -159323.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159389.468750 Penalty: 2430.588867
	Iteration 21Q: 3 clusters Score -159389.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159432.156250 Penalty: 2430.588867
	Iteration 22Q: 3 clusters Score -159432.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159462.375000 Penalty: 2430.588867
	Iteration 23Q: 3 clusters Score -159462.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -159482.359375 Penalty: 2430.588867
	Iteration 24Q: 3 clusters Score -159482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159490.546875 Penalty: 2430.588867
	Iteration 25Q: 3 clusters Score -159490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159492.640625 Penalty: 2430.588867
	Iteration 26Q: 3 clusters Score -159492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159493.515625 Penalty: 2430.588867
	Iteration 27Q: 3 clusters Score -159493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159495.343750 Penalty: 2430.588867
	Iteration 28Q: 3 clusters Score -159495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159495.968750 Penalty: 2430.588867
	Iteration 29Q: 3 clusters Score -159496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159495.968750 Penalty: 2430.588867
	Iteration 30F: 3 clusters Score -159496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -220966.171875 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -220966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -218540.500000 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -218540.5 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -219151.015625 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -219151 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -219352.187500 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -219352.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219503.109375 Penalty: 2553.555420
	Iteration 3F: 3 clusters Score -219503.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -219621.812500 Penalty: 2553.555420
	Iteration 4Q: 3 clusters Score -219621.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -219727.406250 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -219727.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -219805.078125 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -219805.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -219882.515625 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -219882.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -219955.953125 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -219956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -220051.984375 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -220052 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -220131.671875 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -220131.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -220234.593750 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -220234.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -220327.750000 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -220327.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -220399.812500 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -220399.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -220490.625000 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -220490.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -220580.531250 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -220580.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -220667.437500 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -220667.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -220737.859375 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -220737.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -220795.390625 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -220795.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -220871.562500 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -220871.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -220940.031250 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -220940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -220963.828125 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -220963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -220970.046875 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -220970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -220973.468750 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -220973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -220975.218750 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -220975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -220975.656250 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -220975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -220976.218750 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -220976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -220976.218750 Penalty: 2553.555420
	Iteration 27F: 3 clusters Score -220976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 38880 members 
Mstep: Class 4 contains 40914 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 10390 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 17282 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 665 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40963 members 
Mstep: Class 21 contains 45112 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20639 members 
Mstep: Class 30 contains 22373 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18976 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5154 members 
Mstep: Class 48 contains 35817 members 
Mstep: Class 49 contains 1919 members 
Entering Unmasked Estep 
Score: -49775940.000000 Penalty: 105150.945312
Splitting cluster 18 changes total score from -49775000.000000 to -49775940.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 19 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -418676.312500 Penalty: 1365.216553
	Iteration 0F: 2 clusters Score -418676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -415037.437500 Penalty: 2730.433105
	Iteration 0F: 3 clusters Score -415037.4 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -416092.500000 Penalty: 2730.433105
	Iteration 1F: 3 clusters Score -416092.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -416407.218750 Penalty: 2730.433105
	Iteration 2F: 3 clusters Score -416407.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -416601.312500 Penalty: 2730.433105
	Iteration 3F: 3 clusters Score -416601.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -416765.531250 Penalty: 2730.433105
	Iteration 4F: 3 clusters Score -416765.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -416899.468750 Penalty: 2730.433105
	Iteration 5Q: 3 clusters Score -416899.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -416997.656250 Penalty: 2730.433105
	Iteration 6Q: 3 clusters Score -416997.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -417078.437500 Penalty: 2730.433105
	Iteration 7Q: 3 clusters Score -417078.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -417155.562500 Penalty: 2730.433105
	Iteration 8Q: 3 clusters Score -417155.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -417224.531250 Penalty: 2730.433105
	Iteration 9Q: 3 clusters Score -417224.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -417287.406250 Penalty: 2730.433105
	Iteration 10Q: 3 clusters Score -417287.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -417343.156250 Penalty: 2730.433105
	Iteration 11Q: 3 clusters Score -417343.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -417400.125000 Penalty: 2730.433105
	Iteration 12Q: 3 clusters Score -417400.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -417449.437500 Penalty: 2730.433105
	Iteration 13Q: 3 clusters Score -417449.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -417508.937500 Penalty: 2730.433105
	Iteration 14Q: 3 clusters Score -417508.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -417556.656250 Penalty: 2730.433105
	Iteration 15Q: 3 clusters Score -417556.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -417592.406250 Penalty: 2730.433105
	Iteration 16Q: 3 clusters Score -417592.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -417631.875000 Penalty: 2730.433105
	Iteration 17Q: 3 clusters Score -417631.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -417671.218750 Penalty: 2730.433105
	Iteration 18Q: 3 clusters Score -417671.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -417704.562500 Penalty: 2730.433105
	Iteration 19Q: 3 clusters Score -417704.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -417736.937500 Penalty: 2730.433105
	Iteration 20F: 3 clusters Score -417736.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -417767.343750 Penalty: 2730.433105
	Iteration 21Q: 3 clusters Score -417767.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -417791.906250 Penalty: 2730.433105
	Iteration 22Q: 3 clusters Score -417791.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -417814.562500 Penalty: 2730.433105
	Iteration 23Q: 3 clusters Score -417814.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -417834.468750 Penalty: 2730.433105
	Iteration 24Q: 3 clusters Score -417834.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -417854.156250 Penalty: 2730.433105
	Iteration 25Q: 3 clusters Score -417854.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -417865.875000 Penalty: 2730.433105
	Iteration 26Q: 3 clusters Score -417865.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -417870.812500 Penalty: 2730.433105
	Iteration 27Q: 3 clusters Score -417870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -417874.343750 Penalty: 2730.433105
	Iteration 28Q: 3 clusters Score -417874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -417876.250000 Penalty: 2730.433105
	Iteration 29Q: 3 clusters Score -417876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -417878.718750 Penalty: 2730.433105
	Iteration 30Q: 3 clusters Score -417878.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -417882.437500 Penalty: 2730.433105
	Iteration 31Q: 3 clusters Score -417882.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -417885.156250 Penalty: 2730.433105
	Iteration 32Q: 3 clusters Score -417885.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -417889.906250 Penalty: 2730.433105
	Iteration 33Q: 3 clusters Score -417889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -417893.375000 Penalty: 2730.433105
	Iteration 34Q: 3 clusters Score -417893.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -417897.750000 Penalty: 2730.433105
	Iteration 35Q: 3 clusters Score -417897.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -417899.218750 Penalty: 2730.433105
	Iteration 36Q: 3 clusters Score -417899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -417901.562500 Penalty: 2730.433105
	Iteration 37Q: 3 clusters Score -417901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -417902.906250 Penalty: 2730.433105
	Iteration 38Q: 3 clusters Score -417902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -417903.062500 Penalty: 2730.433105
	Iteration 39Q: 3 clusters Score -417903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -417904.906250 Penalty: 2730.433105
	Iteration 40F: 3 clusters Score -417904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -417907.562500 Penalty: 2730.433105
	Iteration 41Q: 3 clusters Score -417907.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -417908.468750 Penalty: 2730.433105
	Iteration 42Q: 3 clusters Score -417908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -417909.343750 Penalty: 2730.433105
	Iteration 43Q: 3 clusters Score -417909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -417909.843750 Penalty: 2730.433105
	Iteration 44Q: 3 clusters Score -417909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -417910.812500 Penalty: 2730.433105
	Iteration 45Q: 3 clusters Score -417910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -417911.343750 Penalty: 2730.433105
	Iteration 46Q: 3 clusters Score -417911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -417913.062500 Penalty: 2730.433105
	Iteration 47Q: 3 clusters Score -417913.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -417913.062500 Penalty: 2730.433105
	Iteration 48F: 3 clusters Score -417913.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Entering Unmasked Estep 
Score: -3930302.500000 Penalty: 1725.818970
	Iteration 0F: 2 clusters Score -3930302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3905980.000000 Penalty: 3451.637939
	Iteration 0F: 3 clusters Score -3905980 nChanged 19128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3916551.750000 Penalty: 3451.637939
	Iteration 1F: 3 clusters Score -3916552 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3916986.750000 Penalty: 3451.637939
	Iteration 2Q: 3 clusters Score -3916987 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3917554.750000 Penalty: 3451.637939
	Iteration 3Q: 3 clusters Score -3917555 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3918273.250000 Penalty: 3451.637939
	Iteration 4Q: 3 clusters Score -3918273 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3919268.750000 Penalty: 3451.637939
	Iteration 5Q: 3 clusters Score -3919269 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3920648.750000 Penalty: 3451.637939
	Iteration 6F: 3 clusters Score -3920649 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3922587.000000 Penalty: 3451.637939
	Iteration 7F: 3 clusters Score -3922587 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3924890.500000 Penalty: 3451.637939
	Iteration 8F: 3 clusters Score -3924890 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -3926822.000000 Penalty: 3451.637939
	Iteration 9F: 3 clusters Score -3926822 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -3927803.250000 Penalty: 3451.637939
	Iteration 10Q: 3 clusters Score -3927803 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -3928396.500000 Penalty: 3451.637939
	Iteration 11Q: 3 clusters Score -3928396 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -3928715.250000 Penalty: 3451.637939
	Iteration 12Q: 3 clusters Score -3928715 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -3928865.000000 Penalty: 3451.637939
	Iteration 13Q: 3 clusters Score -3928865 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -3928955.500000 Penalty: 3451.637939
	Iteration 14Q: 3 clusters Score -3928956 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -3928997.000000 Penalty: 3451.637939
	Iteration 15Q: 3 clusters Score -3928997 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -3929050.500000 Penalty: 3451.637939
	Iteration 16Q: 3 clusters Score -3929050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -3929054.000000 Penalty: 3451.637939
	Iteration 17Q: 3 clusters Score -3929054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -3929059.000000 Penalty: 3451.637939
	Iteration 18Q: 3 clusters Score -3929059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -3929063.750000 Penalty: 3451.637939
	Iteration 19Q: 3 clusters Score -3929064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -3929065.500000 Penalty: 3451.637939
	Iteration 20F: 3 clusters Score -3929066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -3929077.250000 Penalty: 3451.637939
	Iteration 21Q: 3 clusters Score -3929077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -3929087.250000 Penalty: 3451.637939
	Iteration 22Q: 3 clusters Score -3929087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -3929092.750000 Penalty: 3451.637939
	Iteration 23Q: 3 clusters Score -3929093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -3929090.750000 Penalty: 3451.637939
	Iteration 24Q: 3 clusters Score -3929091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -3929086.500000 Penalty: 3451.637939
	Iteration 25Q: 3 clusters Score -3929086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -3929083.250000 Penalty: 3451.637939
	Iteration 26Q: 3 clusters Score -3929083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -3929083.500000 Penalty: 3451.637939
	Iteration 27Q: 3 clusters Score -3929084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -3929086.750000 Penalty: 3451.637939
	Iteration 28Q: 3 clusters Score -3929087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -3929087.250000 Penalty: 3451.637939
	Iteration 29Q: 3 clusters Score -3929087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -3929084.750000 Penalty: 3451.637939
	Iteration 30Q: 3 clusters Score -3929085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -3929083.750000 Penalty: 3451.637939
	Iteration 31Q: 3 clusters Score -3929084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -3929087.500000 Penalty: 3451.637939
	Iteration 32Q: 3 clusters Score -3929088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -3929089.750000 Penalty: 3451.637939
	Iteration 33Q: 3 clusters Score -3929090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -3929090.000000 Penalty: 3451.637939
	Iteration 34Q: 3 clusters Score -3929090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -3929094.750000 Penalty: 3451.637939
	Iteration 35Q: 3 clusters Score -3929095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -3929092.250000 Penalty: 3451.637939
	Iteration 36Q: 3 clusters Score -3929092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -3929095.250000 Penalty: 3451.637939
	Iteration 37Q: 3 clusters Score -3929095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -3929093.000000 Penalty: 3451.637939
	Iteration 38Q: 3 clusters Score -3929093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -3929088.500000 Penalty: 3451.637939
	Iteration 39Q: 3 clusters Score -3929088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -3929088.500000 Penalty: 3451.637939
	Iteration 40F: 3 clusters Score -3929088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Entering Unmasked Estep 
Score: -4413888.000000 Penalty: 1741.496826
	Iteration 0F: 2 clusters Score -4413888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4395130.500000 Penalty: 3482.993652
	Iteration 0F: 3 clusters Score -4395130 nChanged 21327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4407066.500000 Penalty: 3482.993652
	Iteration 1F: 3 clusters Score -4407066 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4407575.500000 Penalty: 3482.993652
	Iteration 2Q: 3 clusters Score -4407576 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -4408251.500000 Penalty: 3482.993652
	Iteration 3Q: 3 clusters Score -4408252 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4409457.500000 Penalty: 3482.993652
	Iteration 4F: 3 clusters Score -4409458 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4411467.500000 Penalty: 3482.993652
	Iteration 5F: 3 clusters Score -4411468 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4413819.500000 Penalty: 3482.993652
	Iteration 6F: 3 clusters Score -4413820 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -4413472.000000 Penalty: 3482.993652
	Iteration 7F: 3 clusters Score -4413472 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -4412653.500000 Penalty: 3482.993652
	Iteration 8F: 3 clusters Score -4412654 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -4412355.500000 Penalty: 3482.993652
	Iteration 9Q: 3 clusters Score -4412356 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -4412351.000000 Penalty: 3482.993652
	Iteration 10Q: 3 clusters Score -4412351 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -4412399.000000 Penalty: 3482.993652
	Iteration 11Q: 3 clusters Score -4412399 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -4412443.000000 Penalty: 3482.993652
	Iteration 12Q: 3 clusters Score -4412443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -4412472.500000 Penalty: 3482.993652
	Iteration 13Q: 3 clusters Score -4412472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -4412497.500000 Penalty: 3482.993652
	Iteration 14Q: 3 clusters Score -4412498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -4412511.000000 Penalty: 3482.993652
	Iteration 15Q: 3 clusters Score -4412511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -4412497.000000 Penalty: 3482.993652
	Iteration 16Q: 3 clusters Score -4412497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -4412512.000000 Penalty: 3482.993652
	Iteration 17Q: 3 clusters Score -4412512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -4412516.500000 Penalty: 3482.993652
	Iteration 18Q: 3 clusters Score -4412516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -4412516.000000 Penalty: 3482.993652
	Iteration 19Q: 3 clusters Score -4412516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -4412512.000000 Penalty: 3482.993652
	Iteration 20F: 3 clusters Score -4412512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -4412509.500000 Penalty: 3482.993652
	Iteration 21Q: 3 clusters Score -4412510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -4412509.500000 Penalty: 3482.993652
	Iteration 22F: 3 clusters Score -4412510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -99820.781250 Penalty: 1159.419800
	Iteration 0F: 2 clusters Score -99820.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -98219.703125 Penalty: 2318.839600
	Iteration 0F: 3 clusters Score -98219.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -98632.695312 Penalty: 2318.839600
	Iteration 1F: 3 clusters Score -98632.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98775.929688 Penalty: 2318.839600
	Iteration 2F: 3 clusters Score -98775.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98889.765625 Penalty: 2318.839600
	Iteration 3F: 3 clusters Score -98889.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -98943.054688 Penalty: 2318.839600
	Iteration 4Q: 3 clusters Score -98943.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98981.406250 Penalty: 2318.839600
	Iteration 5Q: 3 clusters Score -98981.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99003.359375 Penalty: 2318.839600
	Iteration 6Q: 3 clusters Score -99003.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99032.742188 Penalty: 2318.839600
	Iteration 7Q: 3 clusters Score -99032.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99054.023438 Penalty: 2318.839600
	Iteration 8Q: 3 clusters Score -99054.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99067.750000 Penalty: 2318.839600
	Iteration 9Q: 3 clusters Score -99067.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99074.406250 Penalty: 2318.839600
	Iteration 10Q: 3 clusters Score -99074.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99079.945312 Penalty: 2318.839600
	Iteration 11Q: 3 clusters Score -99079.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99085.492188 Penalty: 2318.839600
	Iteration 12Q: 3 clusters Score -99085.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99089.015625 Penalty: 2318.839600
	Iteration 13Q: 3 clusters Score -99089.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99089.320312 Penalty: 2318.839600
	Iteration 14Q: 3 clusters Score -99089.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99090.031250 Penalty: 2318.839600
	Iteration 15Q: 3 clusters Score -99090.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99090.648438 Penalty: 2318.839600
	Iteration 16Q: 3 clusters Score -99090.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99091.093750 Penalty: 2318.839600
	Iteration 17Q: 3 clusters Score -99091.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99091.718750 Penalty: 2318.839600
	Iteration 18Q: 3 clusters Score -99091.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99091.718750 Penalty: 2318.839600
	Iteration 19F: 3 clusters Score -99091.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Entering Unmasked Estep 
Score: -510672.781250 Penalty: 1401.294922
	Iteration 0F: 2 clusters Score -510672.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -506335.187500 Penalty: 2802.589844
	Iteration 0F: 3 clusters Score -506335.2 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -507589.500000 Penalty: 2802.589844
	Iteration 1F: 3 clusters Score -507589.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -507790.062500 Penalty: 2802.589844
	Iteration 2F: 3 clusters Score -507790.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -507948.718750 Penalty: 2802.589844
	Iteration 3F: 3 clusters Score -507948.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -508084.656250 Penalty: 2802.589844
	Iteration 4Q: 3 clusters Score -508084.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -508187.343750 Penalty: 2802.589844
	Iteration 5Q: 3 clusters Score -508187.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -508300.906250 Penalty: 2802.589844
	Iteration 6Q: 3 clusters Score -508300.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -508458.375000 Penalty: 2802.589844
	Iteration 7Q: 3 clusters Score -508458.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -508672.093750 Penalty: 2802.589844
	Iteration 8Q: 3 clusters Score -508672.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -508917.062500 Penalty: 2802.589844
	Iteration 9Q: 3 clusters Score -508917.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -509170.093750 Penalty: 2802.589844
	Iteration 10F: 3 clusters Score -509170.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -509422.812500 Penalty: 2802.589844
	Iteration 11F: 3 clusters Score -509422.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -509562.937500 Penalty: 2802.589844
	Iteration 12Q: 3 clusters Score -509562.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -509639.937500 Penalty: 2802.589844
	Iteration 13Q: 3 clusters Score -509639.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -509687.531250 Penalty: 2802.589844
	Iteration 14Q: 3 clusters Score -509687.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -509720.687500 Penalty: 2802.589844
	Iteration 15Q: 3 clusters Score -509720.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -509740.750000 Penalty: 2802.589844
	Iteration 16Q: 3 clusters Score -509740.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -509755.125000 Penalty: 2802.589844
	Iteration 17Q: 3 clusters Score -509755.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -509766.656250 Penalty: 2802.589844
	Iteration 18Q: 3 clusters Score -509766.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -509774.562500 Penalty: 2802.589844
	Iteration 19Q: 3 clusters Score -509774.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -509780.187500 Penalty: 2802.589844
	Iteration 20F: 3 clusters Score -509780.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -509786.937500 Penalty: 2802.589844
	Iteration 21Q: 3 clusters Score -509786.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -509790.156250 Penalty: 2802.589844
	Iteration 22Q: 3 clusters Score -509790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -509795.687500 Penalty: 2802.589844
	Iteration 23Q: 3 clusters Score -509795.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -509801.750000 Penalty: 2802.589844
	Iteration 24Q: 3 clusters Score -509801.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -509803.812500 Penalty: 2802.589844
	Iteration 25Q: 3 clusters Score -509803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -509805.218750 Penalty: 2802.589844
	Iteration 26Q: 3 clusters Score -509805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -509805.718750 Penalty: 2802.589844
	Iteration 27Q: 3 clusters Score -509805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -509808.093750 Penalty: 2802.589844
	Iteration 28Q: 3 clusters Score -509808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -509808.625000 Penalty: 2802.589844
	Iteration 29Q: 3 clusters Score -509808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -509809.125000 Penalty: 2802.589844
	Iteration 30Q: 3 clusters Score -509809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -509809.125000 Penalty: 2802.589844
	Iteration 31F: 3 clusters Score -509809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -214371.687500 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -214371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -212057.031250 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -212057 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -212598.906250 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -212598.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -212717.390625 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -212717.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -212811.984375 Penalty: 2524.223145
	Iteration 3Q: 3 clusters Score -212812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -212907.343750 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -212907.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -212978.703125 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -212978.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -213021.546875 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -213021.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -213047.515625 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -213047.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -213073.171875 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -213073.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -213089.187500 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -213089.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -213100.390625 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -213100.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213121.875000 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -213121.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -213136.906250 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -213136.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -213155.406250 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -213155.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -213176.375000 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -213176.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -213196.578125 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -213196.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -213216.578125 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -213216.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -213233.843750 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -213233.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -213245.843750 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -213245.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -213266.281250 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -213266.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -213294.156250 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -213294.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -213329.109375 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -213329.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -213378.187500 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -213378.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213444.531250 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -213444.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -213523.718750 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -213523.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -213600.828125 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -213600.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -213659.921875 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -213659.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -213700.906250 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -213700.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -213728.234375 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -213728.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -213752.453125 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -213752.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -213762.921875 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -213762.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -213773.968750 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -213774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -213782.015625 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -213782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -213787.546875 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -213787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -213791.312500 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -213791.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -213793.906250 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -213793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -213795.484375 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -213795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -213796.562500 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -213796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -213798.343750 Penalty: 2524.223145
	Iteration 38Q: 3 clusters Score -213798.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -213800.875000 Penalty: 2524.223145
	Iteration 39Q: 3 clusters Score -213800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -213801.843750 Penalty: 2524.223145
	Iteration 40F: 3 clusters Score -213801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213801.921875 Penalty: 2524.223145
	Iteration 41Q: 3 clusters Score -213801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213801.921875 Penalty: 2524.223145
	Iteration 42F: 3 clusters Score -213801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -506061.656250 Penalty: 1401.207153
	Iteration 0F: 2 clusters Score -506061.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -501663.812500 Penalty: 2802.414307
	Iteration 0F: 3 clusters Score -501663.8 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -502937.468750 Penalty: 2802.414307
	Iteration 1F: 3 clusters Score -502937.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -503226.812500 Penalty: 2802.414307
	Iteration 2F: 3 clusters Score -503226.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -503472.656250 Penalty: 2802.414307
	Iteration 3F: 3 clusters Score -503472.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -503663.093750 Penalty: 2802.414307
	Iteration 4F: 3 clusters Score -503663.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -503819.000000 Penalty: 2802.414307
	Iteration 5Q: 3 clusters Score -503819 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -503974.875000 Penalty: 2802.414307
	Iteration 6Q: 3 clusters Score -503974.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -504135.281250 Penalty: 2802.414307
	Iteration 7Q: 3 clusters Score -504135.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -504286.375000 Penalty: 2802.414307
	Iteration 8Q: 3 clusters Score -504286.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -504428.625000 Penalty: 2802.414307
	Iteration 9Q: 3 clusters Score -504428.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -504542.343750 Penalty: 2802.414307
	Iteration 10Q: 3 clusters Score -504542.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -504622.093750 Penalty: 2802.414307
	Iteration 11Q: 3 clusters Score -504622.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -504693.531250 Penalty: 2802.414307
	Iteration 12Q: 3 clusters Score -504693.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -504758.375000 Penalty: 2802.414307
	Iteration 13Q: 3 clusters Score -504758.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -504806.687500 Penalty: 2802.414307
	Iteration 14Q: 3 clusters Score -504806.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -504843.312500 Penalty: 2802.414307
	Iteration 15Q: 3 clusters Score -504843.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -504870.812500 Penalty: 2802.414307
	Iteration 16Q: 3 clusters Score -504870.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -504891.093750 Penalty: 2802.414307
	Iteration 17Q: 3 clusters Score -504891.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -504920.218750 Penalty: 2802.414307
	Iteration 18Q: 3 clusters Score -504920.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -504953.250000 Penalty: 2802.414307
	Iteration 19Q: 3 clusters Score -504953.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -504986.875000 Penalty: 2802.414307
	Iteration 20F: 3 clusters Score -504986.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -505017.437500 Penalty: 2802.414307
	Iteration 21Q: 3 clusters Score -505017.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -505046.968750 Penalty: 2802.414307
	Iteration 22Q: 3 clusters Score -505047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -505073.781250 Penalty: 2802.414307
	Iteration 23Q: 3 clusters Score -505073.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -505097.562500 Penalty: 2802.414307
	Iteration 24Q: 3 clusters Score -505097.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -505112.406250 Penalty: 2802.414307
	Iteration 25Q: 3 clusters Score -505112.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -505125.687500 Penalty: 2802.414307
	Iteration 26Q: 3 clusters Score -505125.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -505136.187500 Penalty: 2802.414307
	Iteration 27Q: 3 clusters Score -505136.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -505141.593750 Penalty: 2802.414307
	Iteration 28Q: 3 clusters Score -505141.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -505146.937500 Penalty: 2802.414307
	Iteration 29Q: 3 clusters Score -505146.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -505150.718750 Penalty: 2802.414307
	Iteration 30Q: 3 clusters Score -505150.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -505152.968750 Penalty: 2802.414307
	Iteration 31Q: 3 clusters Score -505153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -505156.375000 Penalty: 2802.414307
	Iteration 32Q: 3 clusters Score -505156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -505158.093750 Penalty: 2802.414307
	Iteration 33Q: 3 clusters Score -505158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -505159.750000 Penalty: 2802.414307
	Iteration 34Q: 3 clusters Score -505159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -505161.593750 Penalty: 2802.414307
	Iteration 35Q: 3 clusters Score -505161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -505163.437500 Penalty: 2802.414307
	Iteration 36Q: 3 clusters Score -505163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -505164.593750 Penalty: 2802.414307
	Iteration 37Q: 3 clusters Score -505164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -505164.937500 Penalty: 2802.414307
	Iteration 38Q: 3 clusters Score -505164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -505166.687500 Penalty: 2802.414307
	Iteration 39Q: 3 clusters Score -505166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -505165.468750 Penalty: 2802.414307
	Iteration 40F: 3 clusters Score -505165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -505166.781250 Penalty: 2802.414307
	Iteration 41Q: 3 clusters Score -505166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -505166.781250 Penalty: 2802.414307
	Iteration 42F: 3 clusters Score -505166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -262157.812500 Penalty: 1292.870483
	Iteration 0F: 2 clusters Score -262157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -259533.281250 Penalty: 2585.740967
	Iteration 0F: 3 clusters Score -259533.3 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -260128.421875 Penalty: 2585.740967
	Iteration 1F: 3 clusters Score -260128.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -260266.171875 Penalty: 2585.740967
	Iteration 2F: 3 clusters Score -260266.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -260380.218750 Penalty: 2585.740967
	Iteration 3F: 3 clusters Score -260380.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -260484.828125 Penalty: 2585.740967
	Iteration 4Q: 3 clusters Score -260484.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -260565.656250 Penalty: 2585.740967
	Iteration 5Q: 3 clusters Score -260565.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -260643.218750 Penalty: 2585.740967
	Iteration 6Q: 3 clusters Score -260643.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -260709.406250 Penalty: 2585.740967
	Iteration 7Q: 3 clusters Score -260709.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -260760.265625 Penalty: 2585.740967
	Iteration 8Q: 3 clusters Score -260760.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -260804.656250 Penalty: 2585.740967
	Iteration 9Q: 3 clusters Score -260804.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -260837.437500 Penalty: 2585.740967
	Iteration 10Q: 3 clusters Score -260837.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -260859.859375 Penalty: 2585.740967
	Iteration 11Q: 3 clusters Score -260859.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260879.046875 Penalty: 2585.740967
	Iteration 12Q: 3 clusters Score -260879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -260891.531250 Penalty: 2585.740967
	Iteration 13Q: 3 clusters Score -260891.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -260902.500000 Penalty: 2585.740967
	Iteration 14Q: 3 clusters Score -260902.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -260919.437500 Penalty: 2585.740967
	Iteration 15Q: 3 clusters Score -260919.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -260937.000000 Penalty: 2585.740967
	Iteration 16Q: 3 clusters Score -260937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -260956.390625 Penalty: 2585.740967
	Iteration 17Q: 3 clusters Score -260956.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -260976.234375 Penalty: 2585.740967
	Iteration 18Q: 3 clusters Score -260976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260991.156250 Penalty: 2585.740967
	Iteration 19Q: 3 clusters Score -260991.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -261003.703125 Penalty: 2585.740967
	Iteration 20F: 3 clusters Score -261003.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -261018.140625 Penalty: 2585.740967
	Iteration 21Q: 3 clusters Score -261018.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -261030.359375 Penalty: 2585.740967
	Iteration 22Q: 3 clusters Score -261030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -261038.703125 Penalty: 2585.740967
	Iteration 23Q: 3 clusters Score -261038.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -261042.546875 Penalty: 2585.740967
	Iteration 24Q: 3 clusters Score -261042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -261044.828125 Penalty: 2585.740967
	Iteration 25Q: 3 clusters Score -261044.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -261047.093750 Penalty: 2585.740967
	Iteration 26Q: 3 clusters Score -261047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -261048.515625 Penalty: 2585.740967
	Iteration 27Q: 3 clusters Score -261048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -261049.296875 Penalty: 2585.740967
	Iteration 28Q: 3 clusters Score -261049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -261049.140625 Penalty: 2585.740967
	Iteration 29Q: 3 clusters Score -261049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -261050.546875 Penalty: 2585.740967
	Iteration 30Q: 3 clusters Score -261050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261051.906250 Penalty: 2585.740967
	Iteration 31Q: 3 clusters Score -261051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261053.031250 Penalty: 2585.740967
	Iteration 32Q: 3 clusters Score -261053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -261053.921875 Penalty: 2585.740967
	Iteration 33Q: 3 clusters Score -261053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -261053.921875 Penalty: 2585.740967
	Iteration 34F: 3 clusters Score -261053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -95571.671875 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -95571.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -94041.945312 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -94041.95 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94471.632812 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -94471.63 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94770.273438 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -94770.27 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95144.734375 Penalty: 2311.506348
	Iteration 3F: 3 clusters Score -95144.73 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95285.640625 Penalty: 2311.506348
	Iteration 4F: 3 clusters Score -95285.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95351.382812 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -95351.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95383.343750 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -95383.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95399.109375 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -95399.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95404.695312 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -95404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95407.203125 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -95407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95407.679688 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -95407.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95407.679688 Penalty: 2311.506348
	Iteration 11F: 3 clusters Score -95407.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -423238.156250 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -423238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -419413.437500 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -419413.4 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -420532.562500 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -420532.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -420849.093750 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -420849.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -421107.656250 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -421107.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -421370.250000 Penalty: 2749.358398
	Iteration 4F: 3 clusters Score -421370.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -421691.343750 Penalty: 2749.358398
	Iteration 5F: 3 clusters Score -421691.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -422002.500000 Penalty: 2749.358398
	Iteration 6F: 3 clusters Score -422002.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -422197.593750 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -422197.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -422307.343750 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -422307.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -422369.968750 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -422370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -422418.968750 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -422419 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -422464.156250 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -422464.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -422499.125000 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -422499.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -422528.375000 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -422528.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -422558.750000 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -422558.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -422588.062500 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -422588.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -422618.593750 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -422618.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -422639.187500 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -422639.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -422656.187500 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -422656.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -422666.812500 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -422666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -422672.125000 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -422672.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -422673.656250 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -422673.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -422675.687500 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -422675.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -422676.718750 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -422676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -422677.531250 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -422677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -422680.875000 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -422680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -422683.656250 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -422683.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -422688.218750 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -422688.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -422690.250000 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -422690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -422693.343750 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -422693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -422694.750000 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -422694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -422696.093750 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -422696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -422698.281250 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -422698.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -422700.656250 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -422700.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -422704.687500 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -422704.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -422707.937500 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -422707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -422710.468750 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -422710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -422712.937500 Penalty: 2749.358398
	Iteration 37Q: 3 clusters Score -422712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -422719.625000 Penalty: 2749.358398
	Iteration 38Q: 3 clusters Score -422719.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -422724.625000 Penalty: 2749.358398
	Iteration 39Q: 3 clusters Score -422724.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -422730.781250 Penalty: 2749.358398
	Iteration 40F: 3 clusters Score -422730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -422733.781250 Penalty: 2749.358398
	Iteration 41Q: 3 clusters Score -422733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -422738.906250 Penalty: 2749.358398
	Iteration 42Q: 3 clusters Score -422738.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -422743.656250 Penalty: 2749.358398
	Iteration 43Q: 3 clusters Score -422743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -422748.875000 Penalty: 2749.358398
	Iteration 44Q: 3 clusters Score -422748.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -422751.625000 Penalty: 2749.358398
	Iteration 45Q: 3 clusters Score -422751.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -422756.156250 Penalty: 2749.358398
	Iteration 46Q: 3 clusters Score -422756.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -422762.031250 Penalty: 2749.358398
	Iteration 47Q: 3 clusters Score -422762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -422766.562500 Penalty: 2749.358398
	Iteration 48Q: 3 clusters Score -422766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -422774.218750 Penalty: 2749.358398
	Iteration 49Q: 3 clusters Score -422774.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -422783.812500 Penalty: 2749.358398
	Iteration 50Q: 3 clusters Score -422783.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -422801.250000 Penalty: 2749.358398
	Iteration 51Q: 3 clusters Score -422801.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -422821.406250 Penalty: 2749.358398
	Iteration 52Q: 3 clusters Score -422821.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -422846.281250 Penalty: 2749.358398
	Iteration 53Q: 3 clusters Score -422846.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -422884.437500 Penalty: 2749.358398
	Iteration 54Q: 3 clusters Score -422884.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -422911.187500 Penalty: 2749.358398
	Iteration 55Q: 3 clusters Score -422911.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -422933.281250 Penalty: 2749.358398
	Iteration 56Q: 3 clusters Score -422933.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -422956.031250 Penalty: 2749.358398
	Iteration 57Q: 3 clusters Score -422956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -422969.531250 Penalty: 2749.358398
	Iteration 58Q: 3 clusters Score -422969.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -422974.687500 Penalty: 2749.358398
	Iteration 59Q: 3 clusters Score -422974.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -422978.125000 Penalty: 2749.358398
	Iteration 60F: 3 clusters Score -422978.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -422980.656250 Penalty: 2749.358398
	Iteration 61Q: 3 clusters Score -422980.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -422981.750000 Penalty: 2749.358398
	Iteration 62Q: 3 clusters Score -422981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -422981.906250 Penalty: 2749.358398
	Iteration 63Q: 3 clusters Score -422981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -422981.875000 Penalty: 2749.358398
	Iteration 64Q: 3 clusters Score -422981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -422982.500000 Penalty: 2749.358398
	Iteration 65Q: 3 clusters Score -422982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -422983.781250 Penalty: 2749.358398
	Iteration 66Q: 3 clusters Score -422983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -422985.968750 Penalty: 2749.358398
	Iteration 67Q: 3 clusters Score -422986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -422987.750000 Penalty: 2749.358398
	Iteration 68Q: 3 clusters Score -422987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -422988.562500 Penalty: 2749.358398
	Iteration 69Q: 3 clusters Score -422988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -422989.968750 Penalty: 2749.358398
	Iteration 70Q: 3 clusters Score -422990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -422991.562500 Penalty: 2749.358398
	Iteration 71Q: 3 clusters Score -422991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -422992.125000 Penalty: 2749.358398
	Iteration 72Q: 3 clusters Score -422992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -422992.156250 Penalty: 2749.358398
	Iteration 73Q: 3 clusters Score -422992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -422992.156250 Penalty: 2749.358398
	Iteration 74F: 3 clusters Score -422992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Entering Unmasked Estep 
Score: -1977120.125000 Penalty: 1614.427368
	Iteration 0F: 2 clusters Score -1977120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1963005.125000 Penalty: 3228.854736
	Iteration 0F: 3 clusters Score -1963005 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1968513.750000 Penalty: 3228.854736
	Iteration 1F: 3 clusters Score -1968514 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1969079.750000 Penalty: 3228.854736
	Iteration 2F: 3 clusters Score -1969080 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1969591.000000 Penalty: 3228.854736
	Iteration 3F: 3 clusters Score -1969591 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1970070.000000 Penalty: 3228.854736
	Iteration 4F: 3 clusters Score -1970070 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1970517.875000 Penalty: 3228.854736
	Iteration 5Q: 3 clusters Score -1970518 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1970941.750000 Penalty: 3228.854736
	Iteration 6Q: 3 clusters Score -1970942 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1971389.000000 Penalty: 3228.854736
	Iteration 7Q: 3 clusters Score -1971389 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1971873.125000 Penalty: 3228.854736
	Iteration 8Q: 3 clusters Score -1971873 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1972441.250000 Penalty: 3228.854736
	Iteration 9Q: 3 clusters Score -1972441 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1973003.750000 Penalty: 3228.854736
	Iteration 10Q: 3 clusters Score -1973004 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1973473.500000 Penalty: 3228.854736
	Iteration 11Q: 3 clusters Score -1973474 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1973838.000000 Penalty: 3228.854736
	Iteration 12Q: 3 clusters Score -1973838 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1974124.000000 Penalty: 3228.854736
	Iteration 13Q: 3 clusters Score -1974124 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1974371.375000 Penalty: 3228.854736
	Iteration 14Q: 3 clusters Score -1974371 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1974573.500000 Penalty: 3228.854736
	Iteration 15Q: 3 clusters Score -1974574 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1974731.375000 Penalty: 3228.854736
	Iteration 16Q: 3 clusters Score -1974731 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1974872.750000 Penalty: 3228.854736
	Iteration 17Q: 3 clusters Score -1974873 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1974985.875000 Penalty: 3228.854736
	Iteration 18Q: 3 clusters Score -1974986 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1975095.250000 Penalty: 3228.854736
	Iteration 19Q: 3 clusters Score -1975095 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1975193.250000 Penalty: 3228.854736
	Iteration 20F: 3 clusters Score -1975193 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1975310.875000 Penalty: 3228.854736
	Iteration 21Q: 3 clusters Score -1975311 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1975402.125000 Penalty: 3228.854736
	Iteration 22Q: 3 clusters Score -1975402 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1975489.250000 Penalty: 3228.854736
	Iteration 23Q: 3 clusters Score -1975489 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1975557.125000 Penalty: 3228.854736
	Iteration 24Q: 3 clusters Score -1975557 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1975618.000000 Penalty: 3228.854736
	Iteration 25Q: 3 clusters Score -1975618 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1975651.250000 Penalty: 3228.854736
	Iteration 26Q: 3 clusters Score -1975651 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1975693.500000 Penalty: 3228.854736
	Iteration 27Q: 3 clusters Score -1975694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1975727.000000 Penalty: 3228.854736
	Iteration 28Q: 3 clusters Score -1975727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1975747.500000 Penalty: 3228.854736
	Iteration 29Q: 3 clusters Score -1975748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -1975771.875000 Penalty: 3228.854736
	Iteration 30Q: 3 clusters Score -1975772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1975783.625000 Penalty: 3228.854736
	Iteration 31Q: 3 clusters Score -1975784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1975785.500000 Penalty: 3228.854736
	Iteration 32Q: 3 clusters Score -1975786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1975791.250000 Penalty: 3228.854736
	Iteration 33Q: 3 clusters Score -1975791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1975802.250000 Penalty: 3228.854736
	Iteration 34Q: 3 clusters Score -1975802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -1975806.375000 Penalty: 3228.854736
	Iteration 35Q: 3 clusters Score -1975806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1975809.625000 Penalty: 3228.854736
	Iteration 36Q: 3 clusters Score -1975810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -1975818.625000 Penalty: 3228.854736
	Iteration 37Q: 3 clusters Score -1975819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1975822.000000 Penalty: 3228.854736
	Iteration 38Q: 3 clusters Score -1975822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -1975827.000000 Penalty: 3228.854736
	Iteration 39Q: 3 clusters Score -1975827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1975831.500000 Penalty: 3228.854736
	Iteration 40F: 3 clusters Score -1975832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1975829.625000 Penalty: 3228.854736
	Iteration 41Q: 3 clusters Score -1975830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -1975829.500000 Penalty: 3228.854736
	Iteration 42Q: 3 clusters Score -1975830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -1975831.000000 Penalty: 3228.854736
	Iteration 43Q: 3 clusters Score -1975831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1975832.875000 Penalty: 3228.854736
	Iteration 44Q: 3 clusters Score -1975833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1975835.625000 Penalty: 3228.854736
	Iteration 45Q: 3 clusters Score -1975836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1975838.250000 Penalty: 3228.854736
	Iteration 46Q: 3 clusters Score -1975838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1975839.000000 Penalty: 3228.854736
	Iteration 47Q: 3 clusters Score -1975839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -1975842.125000 Penalty: 3228.854736
	Iteration 48Q: 3 clusters Score -1975842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1975838.500000 Penalty: 3228.854736
	Iteration 49Q: 3 clusters Score -1975838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1975838.125000 Penalty: 3228.854736
	Iteration 50Q: 3 clusters Score -1975838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1975838.125000 Penalty: 3228.854736
	Iteration 51F: 3 clusters Score -1975838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Entering Unmasked Estep 
Score: -2027299.500000 Penalty: 1627.536621
	Iteration 0F: 2 clusters Score -2027300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2012355.250000 Penalty: 3255.073242
	Iteration 0F: 3 clusters Score -2012355 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2018041.125000 Penalty: 3255.073242
	Iteration 1F: 3 clusters Score -2018041 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2018676.625000 Penalty: 3255.073242
	Iteration 2F: 3 clusters Score -2018677 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2019427.125000 Penalty: 3255.073242
	Iteration 3F: 3 clusters Score -2019427 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2020166.750000 Penalty: 3255.073242
	Iteration 4F: 3 clusters Score -2020167 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2020863.750000 Penalty: 3255.073242
	Iteration 5F: 3 clusters Score -2020864 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2021594.500000 Penalty: 3255.073242
	Iteration 6F: 3 clusters Score -2021594 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2022315.875000 Penalty: 3255.073242
	Iteration 7F: 3 clusters Score -2022316 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2022915.625000 Penalty: 3255.073242
	Iteration 8Q: 3 clusters Score -2022916 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2023423.500000 Penalty: 3255.073242
	Iteration 9Q: 3 clusters Score -2023424 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2023902.000000 Penalty: 3255.073242
	Iteration 10Q: 3 clusters Score -2023902 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2024273.375000 Penalty: 3255.073242
	Iteration 11Q: 3 clusters Score -2024273 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2024581.375000 Penalty: 3255.073242
	Iteration 12Q: 3 clusters Score -2024581 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2024830.375000 Penalty: 3255.073242
	Iteration 13Q: 3 clusters Score -2024830 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2025005.750000 Penalty: 3255.073242
	Iteration 14Q: 3 clusters Score -2025006 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2025142.625000 Penalty: 3255.073242
	Iteration 15Q: 3 clusters Score -2025143 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2025258.250000 Penalty: 3255.073242
	Iteration 16Q: 3 clusters Score -2025258 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2025362.125000 Penalty: 3255.073242
	Iteration 17Q: 3 clusters Score -2025362 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2025460.750000 Penalty: 3255.073242
	Iteration 18Q: 3 clusters Score -2025461 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2025545.000000 Penalty: 3255.073242
	Iteration 19Q: 3 clusters Score -2025545 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2025668.500000 Penalty: 3255.073242
	Iteration 20F: 3 clusters Score -2025668 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2025775.000000 Penalty: 3255.073242
	Iteration 21Q: 3 clusters Score -2025775 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2025843.875000 Penalty: 3255.073242
	Iteration 22Q: 3 clusters Score -2025844 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2025911.250000 Penalty: 3255.073242
	Iteration 23Q: 3 clusters Score -2025911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2025977.375000 Penalty: 3255.073242
	Iteration 24Q: 3 clusters Score -2025977 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2026029.250000 Penalty: 3255.073242
	Iteration 25Q: 3 clusters Score -2026029 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2026072.250000 Penalty: 3255.073242
	Iteration 26Q: 3 clusters Score -2026072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2026103.625000 Penalty: 3255.073242
	Iteration 27Q: 3 clusters Score -2026104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2026131.875000 Penalty: 3255.073242
	Iteration 28Q: 3 clusters Score -2026132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2026156.750000 Penalty: 3255.073242
	Iteration 29Q: 3 clusters Score -2026157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2026169.125000 Penalty: 3255.073242
	Iteration 30Q: 3 clusters Score -2026169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2026181.500000 Penalty: 3255.073242
	Iteration 31Q: 3 clusters Score -2026182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2026198.500000 Penalty: 3255.073242
	Iteration 32Q: 3 clusters Score -2026198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2026209.250000 Penalty: 3255.073242
	Iteration 33Q: 3 clusters Score -2026209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2026217.625000 Penalty: 3255.073242
	Iteration 34Q: 3 clusters Score -2026218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2026224.500000 Penalty: 3255.073242
	Iteration 35Q: 3 clusters Score -2026224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2026229.375000 Penalty: 3255.073242
	Iteration 36Q: 3 clusters Score -2026229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2026239.625000 Penalty: 3255.073242
	Iteration 37Q: 3 clusters Score -2026240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2026253.875000 Penalty: 3255.073242
	Iteration 38Q: 3 clusters Score -2026254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2026259.250000 Penalty: 3255.073242
	Iteration 39Q: 3 clusters Score -2026259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2026266.000000 Penalty: 3255.073242
	Iteration 40F: 3 clusters Score -2026266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2026273.000000 Penalty: 3255.073242
	Iteration 41Q: 3 clusters Score -2026273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2026276.625000 Penalty: 3255.073242
	Iteration 42Q: 3 clusters Score -2026277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2026279.625000 Penalty: 3255.073242
	Iteration 43Q: 3 clusters Score -2026280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2026282.000000 Penalty: 3255.073242
	Iteration 44Q: 3 clusters Score -2026282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2026283.375000 Penalty: 3255.073242
	Iteration 45Q: 3 clusters Score -2026283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2026286.375000 Penalty: 3255.073242
	Iteration 46Q: 3 clusters Score -2026286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2026288.625000 Penalty: 3255.073242
	Iteration 47Q: 3 clusters Score -2026289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2026289.125000 Penalty: 3255.073242
	Iteration 48Q: 3 clusters Score -2026289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2026289.500000 Penalty: 3255.073242
	Iteration 49Q: 3 clusters Score -2026290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2026291.500000 Penalty: 3255.073242
	Iteration 50Q: 3 clusters Score -2026292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2026291.500000 Penalty: 3255.073242
	Iteration 51F: 3 clusters Score -2026292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -441394.500000 Penalty: 1378.456421
	Iteration 0F: 2 clusters Score -441394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -437556.843750 Penalty: 2756.912842
	Iteration 0F: 3 clusters Score -437556.8 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -438595.437500 Penalty: 2756.912842
	Iteration 1F: 3 clusters Score -438595.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -438782.812500 Penalty: 2756.912842
	Iteration 2F: 3 clusters Score -438782.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -438950.562500 Penalty: 2756.912842
	Iteration 3F: 3 clusters Score -438950.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -439105.156250 Penalty: 2756.912842
	Iteration 4Q: 3 clusters Score -439105.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -439266.812500 Penalty: 2756.912842
	Iteration 5Q: 3 clusters Score -439266.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -439411.593750 Penalty: 2756.912842
	Iteration 6Q: 3 clusters Score -439411.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -439529.062500 Penalty: 2756.912842
	Iteration 7Q: 3 clusters Score -439529.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -439639.500000 Penalty: 2756.912842
	Iteration 8Q: 3 clusters Score -439639.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -439741.218750 Penalty: 2756.912842
	Iteration 9Q: 3 clusters Score -439741.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -439825.312500 Penalty: 2756.912842
	Iteration 10Q: 3 clusters Score -439825.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -439893.218750 Penalty: 2756.912842
	Iteration 11Q: 3 clusters Score -439893.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -439965.750000 Penalty: 2756.912842
	Iteration 12Q: 3 clusters Score -439965.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -440036.375000 Penalty: 2756.912842
	Iteration 13Q: 3 clusters Score -440036.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -440098.250000 Penalty: 2756.912842
	Iteration 14Q: 3 clusters Score -440098.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -440155.468750 Penalty: 2756.912842
	Iteration 15Q: 3 clusters Score -440155.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -440199.843750 Penalty: 2756.912842
	Iteration 16Q: 3 clusters Score -440199.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -440225.375000 Penalty: 2756.912842
	Iteration 17Q: 3 clusters Score -440225.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -440245.406250 Penalty: 2756.912842
	Iteration 18Q: 3 clusters Score -440245.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -440267.937500 Penalty: 2756.912842
	Iteration 19Q: 3 clusters Score -440267.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -440286.343750 Penalty: 2756.912842
	Iteration 20F: 3 clusters Score -440286.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -440299.812500 Penalty: 2756.912842
	Iteration 21Q: 3 clusters Score -440299.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -440309.687500 Penalty: 2756.912842
	Iteration 22Q: 3 clusters Score -440309.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -440314.875000 Penalty: 2756.912842
	Iteration 23Q: 3 clusters Score -440314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -440319.937500 Penalty: 2756.912842
	Iteration 24Q: 3 clusters Score -440319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -440324.406250 Penalty: 2756.912842
	Iteration 25Q: 3 clusters Score -440324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -440330.593750 Penalty: 2756.912842
	Iteration 26Q: 3 clusters Score -440330.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -440338.343750 Penalty: 2756.912842
	Iteration 27Q: 3 clusters Score -440338.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -440341.375000 Penalty: 2756.912842
	Iteration 28Q: 3 clusters Score -440341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -440344.031250 Penalty: 2756.912842
	Iteration 29Q: 3 clusters Score -440344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -440346.781250 Penalty: 2756.912842
	Iteration 30Q: 3 clusters Score -440346.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -440348.125000 Penalty: 2756.912842
	Iteration 31Q: 3 clusters Score -440348.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -440351.062500 Penalty: 2756.912842
	Iteration 32Q: 3 clusters Score -440351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -440352.843750 Penalty: 2756.912842
	Iteration 33Q: 3 clusters Score -440352.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -440355.593750 Penalty: 2756.912842
	Iteration 34Q: 3 clusters Score -440355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -440356.312500 Penalty: 2756.912842
	Iteration 35Q: 3 clusters Score -440356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -440358.937500 Penalty: 2756.912842
	Iteration 36Q: 3 clusters Score -440358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -440361.437500 Penalty: 2756.912842
	Iteration 37Q: 3 clusters Score -440361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -440362.156250 Penalty: 2756.912842
	Iteration 38Q: 3 clusters Score -440362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -440362.156250 Penalty: 2756.912842
	Iteration 39F: 3 clusters Score -440362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -131455.625000 Penalty: 1204.868042
	Iteration 0F: 2 clusters Score -131455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -129652.960938 Penalty: 2409.736084
	Iteration 0F: 3 clusters Score -129653 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -130250.007812 Penalty: 2409.736084
	Iteration 1F: 3 clusters Score -130250 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130465.882812 Penalty: 2409.736084
	Iteration 2F: 3 clusters Score -130465.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -130596.289062 Penalty: 2409.736084
	Iteration 3F: 3 clusters Score -130596.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -130667.570312 Penalty: 2409.736084
	Iteration 4Q: 3 clusters Score -130667.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -130735.039062 Penalty: 2409.736084
	Iteration 5Q: 3 clusters Score -130735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130766.906250 Penalty: 2409.736084
	Iteration 6Q: 3 clusters Score -130766.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130787.406250 Penalty: 2409.736084
	Iteration 7Q: 3 clusters Score -130787.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -130803.234375 Penalty: 2409.736084
	Iteration 8Q: 3 clusters Score -130803.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -130811.820312 Penalty: 2409.736084
	Iteration 9Q: 3 clusters Score -130811.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -130818.820312 Penalty: 2409.736084
	Iteration 10Q: 3 clusters Score -130818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -130821.578125 Penalty: 2409.736084
	Iteration 11Q: 3 clusters Score -130821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -130822.304688 Penalty: 2409.736084
	Iteration 12Q: 3 clusters Score -130822.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -130822.304688 Penalty: 2409.736084
	Iteration 13F: 3 clusters Score -130822.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -135156.156250 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -135156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -133383.671875 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -133383.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -133747.046875 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -133747 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133838.218750 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -133838.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133879.000000 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -133879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133907.718750 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -133907.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -133925.453125 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -133925.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -133943.375000 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -133943.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133960.203125 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -133960.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133987.093750 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -133987.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -134009.171875 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -134009.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -134022.281250 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -134022.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -134032.890625 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -134032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134039.375000 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -134039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -134042.406250 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -134042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134043.531250 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -134043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134047.125000 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -134047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -134049.046875 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -134049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -134051.046875 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -134051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -134055.671875 Penalty: 2374.404541
	Iteration 18Q: 3 clusters Score -134055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -134056.703125 Penalty: 2374.404541
	Iteration 19Q: 3 clusters Score -134056.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -134058.812500 Penalty: 2374.404541
	Iteration 20F: 3 clusters Score -134058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -134059.078125 Penalty: 2374.404541
	Iteration 21Q: 3 clusters Score -134059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -134059.078125 Penalty: 2374.404541
	Iteration 22F: 3 clusters Score -134059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -223202.890625 Penalty: 1267.326660
	Iteration 0F: 2 clusters Score -223202.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -220870.796875 Penalty: 2534.653320
	Iteration 0F: 3 clusters Score -220870.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -221453.671875 Penalty: 2534.653320
	Iteration 1F: 3 clusters Score -221453.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -221589.546875 Penalty: 2534.653320
	Iteration 2F: 3 clusters Score -221589.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -221679.453125 Penalty: 2534.653320
	Iteration 3F: 3 clusters Score -221679.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -221745.312500 Penalty: 2534.653320
	Iteration 4Q: 3 clusters Score -221745.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -221781.968750 Penalty: 2534.653320
	Iteration 5Q: 3 clusters Score -221782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -221799.359375 Penalty: 2534.653320
	Iteration 6Q: 3 clusters Score -221799.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -221813.703125 Penalty: 2534.653320
	Iteration 7Q: 3 clusters Score -221813.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -221820.171875 Penalty: 2534.653320
	Iteration 8Q: 3 clusters Score -221820.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -221828.296875 Penalty: 2534.653320
	Iteration 9Q: 3 clusters Score -221828.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -221841.093750 Penalty: 2534.653320
	Iteration 10Q: 3 clusters Score -221841.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -221856.125000 Penalty: 2534.653320
	Iteration 11Q: 3 clusters Score -221856.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -221874.437500 Penalty: 2534.653320
	Iteration 12Q: 3 clusters Score -221874.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -221884.140625 Penalty: 2534.653320
	Iteration 13Q: 3 clusters Score -221884.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -221894.359375 Penalty: 2534.653320
	Iteration 14Q: 3 clusters Score -221894.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -221906.140625 Penalty: 2534.653320
	Iteration 15Q: 3 clusters Score -221906.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -221914.671875 Penalty: 2534.653320
	Iteration 16Q: 3 clusters Score -221914.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -221925.125000 Penalty: 2534.653320
	Iteration 17Q: 3 clusters Score -221925.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -221939.437500 Penalty: 2534.653320
	Iteration 18Q: 3 clusters Score -221939.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -221952.156250 Penalty: 2534.653320
	Iteration 19Q: 3 clusters Score -221952.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -221966.156250 Penalty: 2534.653320
	Iteration 20F: 3 clusters Score -221966.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -221973.484375 Penalty: 2534.653320
	Iteration 21Q: 3 clusters Score -221973.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -221981.656250 Penalty: 2534.653320
	Iteration 22Q: 3 clusters Score -221981.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -221989.687500 Penalty: 2534.653320
	Iteration 23Q: 3 clusters Score -221989.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -221999.609375 Penalty: 2534.653320
	Iteration 24Q: 3 clusters Score -221999.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -222007.015625 Penalty: 2534.653320
	Iteration 25Q: 3 clusters Score -222007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -222015.484375 Penalty: 2534.653320
	Iteration 26Q: 3 clusters Score -222015.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -222022.031250 Penalty: 2534.653320
	Iteration 27Q: 3 clusters Score -222022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -222029.765625 Penalty: 2534.653320
	Iteration 28Q: 3 clusters Score -222029.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -222042.328125 Penalty: 2534.653320
	Iteration 29Q: 3 clusters Score -222042.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -222054.140625 Penalty: 2534.653320
	Iteration 30Q: 3 clusters Score -222054.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -222064.843750 Penalty: 2534.653320
	Iteration 31Q: 3 clusters Score -222064.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -222073.781250 Penalty: 2534.653320
	Iteration 32Q: 3 clusters Score -222073.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -222082.015625 Penalty: 2534.653320
	Iteration 33Q: 3 clusters Score -222082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -222089.421875 Penalty: 2534.653320
	Iteration 34Q: 3 clusters Score -222089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -222095.093750 Penalty: 2534.653320
	Iteration 35Q: 3 clusters Score -222095.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -222100.421875 Penalty: 2534.653320
	Iteration 36Q: 3 clusters Score -222100.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -222108.500000 Penalty: 2534.653320
	Iteration 37Q: 3 clusters Score -222108.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -222117.171875 Penalty: 2534.653320
	Iteration 38Q: 3 clusters Score -222117.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -222130.312500 Penalty: 2534.653320
	Iteration 39Q: 3 clusters Score -222130.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -222146.984375 Penalty: 2534.653320
	Iteration 40F: 3 clusters Score -222147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -222163.140625 Penalty: 2534.653320
	Iteration 41Q: 3 clusters Score -222163.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -222178.015625 Penalty: 2534.653320
	Iteration 42Q: 3 clusters Score -222178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -222187.140625 Penalty: 2534.653320
	Iteration 43Q: 3 clusters Score -222187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -222195.437500 Penalty: 2534.653320
	Iteration 44Q: 3 clusters Score -222195.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -222201.250000 Penalty: 2534.653320
	Iteration 45Q: 3 clusters Score -222201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -222205.812500 Penalty: 2534.653320
	Iteration 46Q: 3 clusters Score -222205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -222209.218750 Penalty: 2534.653320
	Iteration 47Q: 3 clusters Score -222209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -222211.546875 Penalty: 2534.653320
	Iteration 48Q: 3 clusters Score -222211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -222213.203125 Penalty: 2534.653320
	Iteration 49Q: 3 clusters Score -222213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -222215.093750 Penalty: 2534.653320
	Iteration 50Q: 3 clusters Score -222215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -222217.093750 Penalty: 2534.653320
	Iteration 51Q: 3 clusters Score -222217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -222217.609375 Penalty: 2534.653320
	Iteration 52Q: 3 clusters Score -222217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -222217.609375 Penalty: 2534.653320
	Iteration 53F: 3 clusters Score -222217.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -81064.609375 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -81064.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79633.671875 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -79633.67 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79872.570312 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -79872.57 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79943.953125 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -79943.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79976.539062 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -79976.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79998.976562 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -79998.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80029.656250 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -80029.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80052.210938 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -80052.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80066.593750 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -80066.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80077.804688 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -80077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80085.117188 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -80085.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80088.398438 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -80088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80089.343750 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -80089.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80090.984375 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -80090.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80090.984375 Penalty: 2237.125244
	Iteration 13F: 3 clusters Score -80090.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Entering Unmasked Estep 
Score: -350806.656250 Penalty: 1339.191162
	Iteration 0F: 2 clusters Score -350806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -347596.062500 Penalty: 2678.382324
	Iteration 0F: 3 clusters Score -347596.1 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -348433.187500 Penalty: 2678.382324
	Iteration 1F: 3 clusters Score -348433.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -348574.031250 Penalty: 2678.382324
	Iteration 2F: 3 clusters Score -348574 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -348655.281250 Penalty: 2678.382324
	Iteration 3Q: 3 clusters Score -348655.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -348705.281250 Penalty: 2678.382324
	Iteration 4Q: 3 clusters Score -348705.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -348739.750000 Penalty: 2678.382324
	Iteration 5Q: 3 clusters Score -348739.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -348763.718750 Penalty: 2678.382324
	Iteration 6Q: 3 clusters Score -348763.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -348785.843750 Penalty: 2678.382324
	Iteration 7Q: 3 clusters Score -348785.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -348804.406250 Penalty: 2678.382324
	Iteration 8Q: 3 clusters Score -348804.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -348819.937500 Penalty: 2678.382324
	Iteration 9Q: 3 clusters Score -348819.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -348835.000000 Penalty: 2678.382324
	Iteration 10Q: 3 clusters Score -348835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -348855.906250 Penalty: 2678.382324
	Iteration 11Q: 3 clusters Score -348855.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -348876.625000 Penalty: 2678.382324
	Iteration 12Q: 3 clusters Score -348876.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -348887.656250 Penalty: 2678.382324
	Iteration 13Q: 3 clusters Score -348887.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -348899.750000 Penalty: 2678.382324
	Iteration 14Q: 3 clusters Score -348899.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -348904.656250 Penalty: 2678.382324
	Iteration 15Q: 3 clusters Score -348904.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -348909.531250 Penalty: 2678.382324
	Iteration 16Q: 3 clusters Score -348909.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -348911.406250 Penalty: 2678.382324
	Iteration 17Q: 3 clusters Score -348911.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -348913.968750 Penalty: 2678.382324
	Iteration 18Q: 3 clusters Score -348914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -348918.312500 Penalty: 2678.382324
	Iteration 19Q: 3 clusters Score -348918.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -348925.000000 Penalty: 2678.382324
	Iteration 20F: 3 clusters Score -348925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -348934.000000 Penalty: 2678.382324
	Iteration 21Q: 3 clusters Score -348934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -348943.937500 Penalty: 2678.382324
	Iteration 22Q: 3 clusters Score -348943.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -348956.687500 Penalty: 2678.382324
	Iteration 23Q: 3 clusters Score -348956.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -348970.906250 Penalty: 2678.382324
	Iteration 24Q: 3 clusters Score -348970.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -348996.437500 Penalty: 2678.382324
	Iteration 25Q: 3 clusters Score -348996.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -349018.156250 Penalty: 2678.382324
	Iteration 26Q: 3 clusters Score -349018.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -349034.375000 Penalty: 2678.382324
	Iteration 27Q: 3 clusters Score -349034.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -349047.812500 Penalty: 2678.382324
	Iteration 28Q: 3 clusters Score -349047.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -349065.125000 Penalty: 2678.382324
	Iteration 29Q: 3 clusters Score -349065.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -349082.281250 Penalty: 2678.382324
	Iteration 30Q: 3 clusters Score -349082.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -349099.281250 Penalty: 2678.382324
	Iteration 31Q: 3 clusters Score -349099.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -349113.281250 Penalty: 2678.382324
	Iteration 32Q: 3 clusters Score -349113.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -349124.500000 Penalty: 2678.382324
	Iteration 33Q: 3 clusters Score -349124.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -349134.875000 Penalty: 2678.382324
	Iteration 34Q: 3 clusters Score -349134.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -349143.718750 Penalty: 2678.382324
	Iteration 35Q: 3 clusters Score -349143.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -349155.875000 Penalty: 2678.382324
	Iteration 36Q: 3 clusters Score -349155.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -349170.656250 Penalty: 2678.382324
	Iteration 37Q: 3 clusters Score -349170.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349188.718750 Penalty: 2678.382324
	Iteration 38Q: 3 clusters Score -349188.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -349205.437500 Penalty: 2678.382324
	Iteration 39Q: 3 clusters Score -349205.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -349217.468750 Penalty: 2678.382324
	Iteration 40F: 3 clusters Score -349217.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -349226.343750 Penalty: 2678.382324
	Iteration 41Q: 3 clusters Score -349226.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -349234.406250 Penalty: 2678.382324
	Iteration 42Q: 3 clusters Score -349234.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -349244.750000 Penalty: 2678.382324
	Iteration 43Q: 3 clusters Score -349244.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -349253.093750 Penalty: 2678.382324
	Iteration 44Q: 3 clusters Score -349253.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -349260.625000 Penalty: 2678.382324
	Iteration 45Q: 3 clusters Score -349260.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -349268.625000 Penalty: 2678.382324
	Iteration 46Q: 3 clusters Score -349268.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -349275.250000 Penalty: 2678.382324
	Iteration 47Q: 3 clusters Score -349275.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -349280.468750 Penalty: 2678.382324
	Iteration 48Q: 3 clusters Score -349280.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -349288.718750 Penalty: 2678.382324
	Iteration 49Q: 3 clusters Score -349288.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -349297.187500 Penalty: 2678.382324
	Iteration 50Q: 3 clusters Score -349297.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -349307.781250 Penalty: 2678.382324
	Iteration 51Q: 3 clusters Score -349307.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -349319.187500 Penalty: 2678.382324
	Iteration 52Q: 3 clusters Score -349319.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -349332.656250 Penalty: 2678.382324
	Iteration 53Q: 3 clusters Score -349332.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -349341.000000 Penalty: 2678.382324
	Iteration 54Q: 3 clusters Score -349341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -349346.500000 Penalty: 2678.382324
	Iteration 55Q: 3 clusters Score -349346.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -349354.437500 Penalty: 2678.382324
	Iteration 56Q: 3 clusters Score -349354.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -349362.437500 Penalty: 2678.382324
	Iteration 57Q: 3 clusters Score -349362.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -349378.812500 Penalty: 2678.382324
	Iteration 58Q: 3 clusters Score -349378.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -349392.312500 Penalty: 2678.382324
	Iteration 59Q: 3 clusters Score -349392.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -349409.156250 Penalty: 2678.382324
	Iteration 60F: 3 clusters Score -349409.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -349420.468750 Penalty: 2678.382324
	Iteration 61Q: 3 clusters Score -349420.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -349431.843750 Penalty: 2678.382324
	Iteration 62Q: 3 clusters Score -349431.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -349440.562500 Penalty: 2678.382324
	Iteration 63Q: 3 clusters Score -349440.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -349450.437500 Penalty: 2678.382324
	Iteration 64Q: 3 clusters Score -349450.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -349460.343750 Penalty: 2678.382324
	Iteration 65Q: 3 clusters Score -349460.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -349469.437500 Penalty: 2678.382324
	Iteration 66Q: 3 clusters Score -349469.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -349485.718750 Penalty: 2678.382324
	Iteration 67Q: 3 clusters Score -349485.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -349498.125000 Penalty: 2678.382324
	Iteration 68Q: 3 clusters Score -349498.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -349507.031250 Penalty: 2678.382324
	Iteration 69Q: 3 clusters Score -349507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -349520.718750 Penalty: 2678.382324
	Iteration 70Q: 3 clusters Score -349520.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -349533.687500 Penalty: 2678.382324
	Iteration 71Q: 3 clusters Score -349533.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -349542.593750 Penalty: 2678.382324
	Iteration 72Q: 3 clusters Score -349542.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -349550.375000 Penalty: 2678.382324
	Iteration 73Q: 3 clusters Score -349550.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -349562.843750 Penalty: 2678.382324
	Iteration 74Q: 3 clusters Score -349562.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -349571.968750 Penalty: 2678.382324
	Iteration 75Q: 3 clusters Score -349572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -349578.875000 Penalty: 2678.382324
	Iteration 76Q: 3 clusters Score -349578.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -349584.593750 Penalty: 2678.382324
	Iteration 77Q: 3 clusters Score -349584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -349591.281250 Penalty: 2678.382324
	Iteration 78Q: 3 clusters Score -349591.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -349602.812500 Penalty: 2678.382324
	Iteration 79Q: 3 clusters Score -349602.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -349617.500000 Penalty: 2678.382324
	Iteration 80F: 3 clusters Score -349617.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -349629.156250 Penalty: 2678.382324
	Iteration 81Q: 3 clusters Score -349629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -349632.500000 Penalty: 2678.382324
	Iteration 82Q: 3 clusters Score -349632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -349633.031250 Penalty: 2678.382324
	Iteration 83Q: 3 clusters Score -349633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -349634.500000 Penalty: 2678.382324
	Iteration 84Q: 3 clusters Score -349634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -349640.843750 Penalty: 2678.382324
	Iteration 85Q: 3 clusters Score -349640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -349643.968750 Penalty: 2678.382324
	Iteration 86Q: 3 clusters Score -349644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -349647.625000 Penalty: 2678.382324
	Iteration 87Q: 3 clusters Score -349647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -349649.656250 Penalty: 2678.382324
	Iteration 88Q: 3 clusters Score -349649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -349651.875000 Penalty: 2678.382324
	Iteration 89Q: 3 clusters Score -349651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -349652.906250 Penalty: 2678.382324
	Iteration 90Q: 3 clusters Score -349652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -349654.062500 Penalty: 2678.382324
	Iteration 91Q: 3 clusters Score -349654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -349655.937500 Penalty: 2678.382324
	Iteration 92Q: 3 clusters Score -349655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -349657.250000 Penalty: 2678.382324
	Iteration 93Q: 3 clusters Score -349657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -349658.625000 Penalty: 2678.382324
	Iteration 94Q: 3 clusters Score -349658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -349658.625000 Penalty: 2678.382324
	Iteration 95F: 3 clusters Score -349658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -339116.750000 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -339116.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -335968.312500 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -335968.3 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -336735.937500 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -336735.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -336880.937500 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -336880.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -336966.500000 Penalty: 2668.996582
	Iteration 3Q: 3 clusters Score -336966.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -337045.500000 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -337045.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -337115.937500 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -337115.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -337180.906250 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -337180.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -337253.437500 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -337253.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -337347.843750 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -337347.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -337449.937500 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -337449.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -337569.937500 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -337569.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -337690.593750 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -337690.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -337787.593750 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -337787.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -337871.843750 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -337871.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -337946.593750 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -337946.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -338010.531250 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -338010.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -338060.468750 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -338060.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -338089.875000 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -338089.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -338111.781250 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -338111.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -338129.281250 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -338129.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -338141.187500 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -338141.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -338151.906250 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -338151.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -338159.875000 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -338159.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -338167.937500 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -338167.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -338174.281250 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -338174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -338180.531250 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -338180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -338183.250000 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -338183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -338184.718750 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -338184.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -338185.687500 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -338185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -338186.812500 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -338186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -338187.937500 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -338187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -338188.125000 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -338188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -338188.093750 Penalty: 2668.996582
	Iteration 32Q: 3 clusters Score -338188.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -338188.093750 Penalty: 2668.996582
	Iteration 33F: 3 clusters Score -338188.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -143338.906250 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -143338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -141534.859375 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -141534.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141928.234375 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -141928.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142038.312500 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -142038.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142098.687500 Penalty: 2386.823730
	Iteration 3Q: 3 clusters Score -142098.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142146.906250 Penalty: 2386.823730
	Iteration 4Q: 3 clusters Score -142146.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142185.281250 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -142185.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142205.812500 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -142205.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -142221.625000 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -142221.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -142233.015625 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -142233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -142243.937500 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -142243.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -142255.625000 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -142255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -142259.906250 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -142259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -142265.765625 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -142265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -142270.578125 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -142270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -142274.671875 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -142274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -142277.765625 Penalty: 2386.823730
	Iteration 15Q: 3 clusters Score -142277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142282.687500 Penalty: 2386.823730
	Iteration 16Q: 3 clusters Score -142282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -142289.093750 Penalty: 2386.823730
	Iteration 17Q: 3 clusters Score -142289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142292.546875 Penalty: 2386.823730
	Iteration 18Q: 3 clusters Score -142292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -142296.000000 Penalty: 2386.823730
	Iteration 19Q: 3 clusters Score -142296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -142297.156250 Penalty: 2386.823730
	Iteration 20F: 3 clusters Score -142297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -142298.906250 Penalty: 2386.823730
	Iteration 21Q: 3 clusters Score -142298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -142300.125000 Penalty: 2386.823730
	Iteration 22Q: 3 clusters Score -142300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142302.468750 Penalty: 2386.823730
	Iteration 23Q: 3 clusters Score -142302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142303.359375 Penalty: 2386.823730
	Iteration 24Q: 3 clusters Score -142303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142303.890625 Penalty: 2386.823730
	Iteration 25Q: 3 clusters Score -142303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142304.156250 Penalty: 2386.823730
	Iteration 26Q: 3 clusters Score -142304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142304.765625 Penalty: 2386.823730
	Iteration 27Q: 3 clusters Score -142304.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142304.765625 Penalty: 2386.823730
	Iteration 28F: 3 clusters Score -142304.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -100291.320312 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -100291.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98798.429688 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -98798.43 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99056.265625 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -99056.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99120.875000 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -99120.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99158.273438 Penalty: 2278.644531
	Iteration 3Q: 3 clusters Score -99158.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99186.406250 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -99186.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99211.335938 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -99211.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99223.468750 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -99223.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99230.593750 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -99230.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99240.750000 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -99240.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99245.953125 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -99245.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99246.875000 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -99246.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99247.453125 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -99247.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99248.140625 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -99248.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99251.804688 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -99251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99256.343750 Penalty: 2278.644531
	Iteration 14Q: 3 clusters Score -99256.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99258.789062 Penalty: 2278.644531
	Iteration 15Q: 3 clusters Score -99258.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99260.429688 Penalty: 2278.644531
	Iteration 16Q: 3 clusters Score -99260.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99261.500000 Penalty: 2278.644531
	Iteration 17Q: 3 clusters Score -99261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99261.914062 Penalty: 2278.644531
	Iteration 18Q: 3 clusters Score -99261.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99262.945312 Penalty: 2278.644531
	Iteration 19Q: 3 clusters Score -99262.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99262.945312 Penalty: 2278.644531
	Iteration 20F: 3 clusters Score -99262.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -417212.937500 Penalty: 1365.835815
	Iteration 0F: 2 clusters Score -417212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -413565.406250 Penalty: 2731.671631
	Iteration 0F: 3 clusters Score -413565.4 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -414568.937500 Penalty: 2731.671631
	Iteration 1F: 3 clusters Score -414568.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -414729.500000 Penalty: 2731.671631
	Iteration 2F: 3 clusters Score -414729.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -414857.218750 Penalty: 2731.671631
	Iteration 3F: 3 clusters Score -414857.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -414960.750000 Penalty: 2731.671631
	Iteration 4Q: 3 clusters Score -414960.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -415066.531250 Penalty: 2731.671631
	Iteration 5Q: 3 clusters Score -415066.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -415164.968750 Penalty: 2731.671631
	Iteration 6Q: 3 clusters Score -415165 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -415256.093750 Penalty: 2731.671631
	Iteration 7Q: 3 clusters Score -415256.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -415337.312500 Penalty: 2731.671631
	Iteration 8Q: 3 clusters Score -415337.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -415427.656250 Penalty: 2731.671631
	Iteration 9Q: 3 clusters Score -415427.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -415510.343750 Penalty: 2731.671631
	Iteration 10Q: 3 clusters Score -415510.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -415586.562500 Penalty: 2731.671631
	Iteration 11Q: 3 clusters Score -415586.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -415670.468750 Penalty: 2731.671631
	Iteration 12Q: 3 clusters Score -415670.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -415746.437500 Penalty: 2731.671631
	Iteration 13Q: 3 clusters Score -415746.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -415816.343750 Penalty: 2731.671631
	Iteration 14Q: 3 clusters Score -415816.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -415879.031250 Penalty: 2731.671631
	Iteration 15Q: 3 clusters Score -415879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -415927.062500 Penalty: 2731.671631
	Iteration 16Q: 3 clusters Score -415927.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -415962.281250 Penalty: 2731.671631
	Iteration 17Q: 3 clusters Score -415962.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -415993.531250 Penalty: 2731.671631
	Iteration 18Q: 3 clusters Score -415993.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -416024.375000 Penalty: 2731.671631
	Iteration 19Q: 3 clusters Score -416024.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -416047.437500 Penalty: 2731.671631
	Iteration 20F: 3 clusters Score -416047.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -416067.375000 Penalty: 2731.671631
	Iteration 21Q: 3 clusters Score -416067.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -416078.593750 Penalty: 2731.671631
	Iteration 22Q: 3 clusters Score -416078.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -416084.531250 Penalty: 2731.671631
	Iteration 23Q: 3 clusters Score -416084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -416090.562500 Penalty: 2731.671631
	Iteration 24Q: 3 clusters Score -416090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -416094.562500 Penalty: 2731.671631
	Iteration 25Q: 3 clusters Score -416094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -416102.812500 Penalty: 2731.671631
	Iteration 26Q: 3 clusters Score -416102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -416106.562500 Penalty: 2731.671631
	Iteration 27Q: 3 clusters Score -416106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -416108.093750 Penalty: 2731.671631
	Iteration 28Q: 3 clusters Score -416108.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -416113.875000 Penalty: 2731.671631
	Iteration 29Q: 3 clusters Score -416113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -416117.281250 Penalty: 2731.671631
	Iteration 30Q: 3 clusters Score -416117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -416119.031250 Penalty: 2731.671631
	Iteration 31Q: 3 clusters Score -416119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -416120.468750 Penalty: 2731.671631
	Iteration 32Q: 3 clusters Score -416120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -416120.468750 Penalty: 2731.671631
	Iteration 33F: 3 clusters Score -416120.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Entering Unmasked Estep 
Score: -1807989.250000 Penalty: 1600.776123
	Iteration 0F: 2 clusters Score -1807989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1795039.000000 Penalty: 3201.552246
	Iteration 0F: 3 clusters Score -1795039 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1799746.750000 Penalty: 3201.552246
	Iteration 1F: 3 clusters Score -1799747 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1800164.750000 Penalty: 3201.552246
	Iteration 2F: 3 clusters Score -1800165 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1800604.000000 Penalty: 3201.552246
	Iteration 3F: 3 clusters Score -1800604 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1801128.000000 Penalty: 3201.552246
	Iteration 4F: 3 clusters Score -1801128 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1801758.750000 Penalty: 3201.552246
	Iteration 5F: 3 clusters Score -1801759 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1802475.250000 Penalty: 3201.552246
	Iteration 6F: 3 clusters Score -1802475 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1803308.500000 Penalty: 3201.552246
	Iteration 7F: 3 clusters Score -1803308 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1804203.250000 Penalty: 3201.552246
	Iteration 8F: 3 clusters Score -1804203 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1804829.750000 Penalty: 3201.552246
	Iteration 9Q: 3 clusters Score -1804830 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1805219.750000 Penalty: 3201.552246
	Iteration 10Q: 3 clusters Score -1805220 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1805450.000000 Penalty: 3201.552246
	Iteration 11Q: 3 clusters Score -1805450 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1805591.250000 Penalty: 3201.552246
	Iteration 12Q: 3 clusters Score -1805591 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1805670.125000 Penalty: 3201.552246
	Iteration 13Q: 3 clusters Score -1805670 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1805721.250000 Penalty: 3201.552246
	Iteration 14Q: 3 clusters Score -1805721 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1805773.000000 Penalty: 3201.552246
	Iteration 15Q: 3 clusters Score -1805773 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1805816.625000 Penalty: 3201.552246
	Iteration 16Q: 3 clusters Score -1805817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1805849.500000 Penalty: 3201.552246
	Iteration 17Q: 3 clusters Score -1805850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1805880.500000 Penalty: 3201.552246
	Iteration 18Q: 3 clusters Score -1805880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1805901.375000 Penalty: 3201.552246
	Iteration 19Q: 3 clusters Score -1805901 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1805922.125000 Penalty: 3201.552246
	Iteration 20F: 3 clusters Score -1805922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1805932.125000 Penalty: 3201.552246
	Iteration 21Q: 3 clusters Score -1805932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1805947.875000 Penalty: 3201.552246
	Iteration 22Q: 3 clusters Score -1805948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1805959.750000 Penalty: 3201.552246
	Iteration 23Q: 3 clusters Score -1805960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1805969.875000 Penalty: 3201.552246
	Iteration 24Q: 3 clusters Score -1805970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1805977.000000 Penalty: 3201.552246
	Iteration 25Q: 3 clusters Score -1805977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1805989.125000 Penalty: 3201.552246
	Iteration 26Q: 3 clusters Score -1805989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1805993.375000 Penalty: 3201.552246
	Iteration 27Q: 3 clusters Score -1805993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1806007.125000 Penalty: 3201.552246
	Iteration 28Q: 3 clusters Score -1806007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1806018.250000 Penalty: 3201.552246
	Iteration 29Q: 3 clusters Score -1806018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1806025.250000 Penalty: 3201.552246
	Iteration 30Q: 3 clusters Score -1806025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1806030.375000 Penalty: 3201.552246
	Iteration 31Q: 3 clusters Score -1806030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1806042.875000 Penalty: 3201.552246
	Iteration 32Q: 3 clusters Score -1806043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1806050.250000 Penalty: 3201.552246
	Iteration 33Q: 3 clusters Score -1806050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1806061.875000 Penalty: 3201.552246
	Iteration 34Q: 3 clusters Score -1806062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1806072.875000 Penalty: 3201.552246
	Iteration 35Q: 3 clusters Score -1806073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1806081.750000 Penalty: 3201.552246
	Iteration 36Q: 3 clusters Score -1806082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1806099.000000 Penalty: 3201.552246
	Iteration 37Q: 3 clusters Score -1806099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1806110.125000 Penalty: 3201.552246
	Iteration 38Q: 3 clusters Score -1806110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1806121.250000 Penalty: 3201.552246
	Iteration 39Q: 3 clusters Score -1806121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1806132.500000 Penalty: 3201.552246
	Iteration 40F: 3 clusters Score -1806132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1806144.125000 Penalty: 3201.552246
	Iteration 41Q: 3 clusters Score -1806144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1806156.000000 Penalty: 3201.552246
	Iteration 42Q: 3 clusters Score -1806156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1806162.500000 Penalty: 3201.552246
	Iteration 43Q: 3 clusters Score -1806162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1806179.750000 Penalty: 3201.552246
	Iteration 44Q: 3 clusters Score -1806180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1806194.000000 Penalty: 3201.552246
	Iteration 45Q: 3 clusters Score -1806194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1806208.625000 Penalty: 3201.552246
	Iteration 46Q: 3 clusters Score -1806209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1806213.625000 Penalty: 3201.552246
	Iteration 47Q: 3 clusters Score -1806214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1806222.125000 Penalty: 3201.552246
	Iteration 48Q: 3 clusters Score -1806222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1806226.500000 Penalty: 3201.552246
	Iteration 49Q: 3 clusters Score -1806226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1806244.875000 Penalty: 3201.552246
	Iteration 50Q: 3 clusters Score -1806245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1806257.000000 Penalty: 3201.552246
	Iteration 51Q: 3 clusters Score -1806257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1806278.000000 Penalty: 3201.552246
	Iteration 52Q: 3 clusters Score -1806278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1806294.375000 Penalty: 3201.552246
	Iteration 53Q: 3 clusters Score -1806294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1806320.875000 Penalty: 3201.552246
	Iteration 54Q: 3 clusters Score -1806321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1806341.750000 Penalty: 3201.552246
	Iteration 55Q: 3 clusters Score -1806342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1806360.000000 Penalty: 3201.552246
	Iteration 56Q: 3 clusters Score -1806360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1806377.875000 Penalty: 3201.552246
	Iteration 57Q: 3 clusters Score -1806378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1806393.750000 Penalty: 3201.552246
	Iteration 58Q: 3 clusters Score -1806394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1806408.750000 Penalty: 3201.552246
	Iteration 59Q: 3 clusters Score -1806409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1806424.000000 Penalty: 3201.552246
	Iteration 60F: 3 clusters Score -1806424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1806447.625000 Penalty: 3201.552246
	Iteration 61Q: 3 clusters Score -1806448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1806461.375000 Penalty: 3201.552246
	Iteration 62Q: 3 clusters Score -1806461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1806475.000000 Penalty: 3201.552246
	Iteration 63Q: 3 clusters Score -1806475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1806482.250000 Penalty: 3201.552246
	Iteration 64Q: 3 clusters Score -1806482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1806492.750000 Penalty: 3201.552246
	Iteration 65Q: 3 clusters Score -1806493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1806497.375000 Penalty: 3201.552246
	Iteration 66Q: 3 clusters Score -1806497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1806503.375000 Penalty: 3201.552246
	Iteration 67Q: 3 clusters Score -1806503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1806511.000000 Penalty: 3201.552246
	Iteration 68Q: 3 clusters Score -1806511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1806517.000000 Penalty: 3201.552246
	Iteration 69Q: 3 clusters Score -1806517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1806527.500000 Penalty: 3201.552246
	Iteration 70Q: 3 clusters Score -1806528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1806533.500000 Penalty: 3201.552246
	Iteration 71Q: 3 clusters Score -1806534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1806541.625000 Penalty: 3201.552246
	Iteration 72Q: 3 clusters Score -1806542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1806547.250000 Penalty: 3201.552246
	Iteration 73Q: 3 clusters Score -1806547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1806555.875000 Penalty: 3201.552246
	Iteration 74Q: 3 clusters Score -1806556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1806563.625000 Penalty: 3201.552246
	Iteration 75Q: 3 clusters Score -1806564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1806564.625000 Penalty: 3201.552246
	Iteration 76Q: 3 clusters Score -1806565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1806565.000000 Penalty: 3201.552246
	Iteration 77Q: 3 clusters Score -1806565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1806566.000000 Penalty: 3201.552246
	Iteration 78Q: 3 clusters Score -1806566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1806561.375000 Penalty: 3201.552246
	Iteration 79Q: 3 clusters Score -1806561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1806565.625000 Penalty: 3201.552246
	Iteration 80F: 3 clusters Score -1806566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1806569.500000 Penalty: 3201.552246
	Iteration 81Q: 3 clusters Score -1806570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1806574.375000 Penalty: 3201.552246
	Iteration 82Q: 3 clusters Score -1806574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1806576.250000 Penalty: 3201.552246
	Iteration 83Q: 3 clusters Score -1806576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1806576.250000 Penalty: 3201.552246
	Iteration 84Q: 3 clusters Score -1806576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1806581.000000 Penalty: 3201.552246
	Iteration 85Q: 3 clusters Score -1806581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1806582.000000 Penalty: 3201.552246
	Iteration 86Q: 3 clusters Score -1806582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1806581.375000 Penalty: 3201.552246
	Iteration 87Q: 3 clusters Score -1806581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1806582.500000 Penalty: 3201.552246
	Iteration 88Q: 3 clusters Score -1806582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1806586.500000 Penalty: 3201.552246
	Iteration 89Q: 3 clusters Score -1806586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1806585.500000 Penalty: 3201.552246
	Iteration 90Q: 3 clusters Score -1806586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1806588.625000 Penalty: 3201.552246
	Iteration 91Q: 3 clusters Score -1806589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1806587.375000 Penalty: 3201.552246
	Iteration 92Q: 3 clusters Score -1806587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1806587.500000 Penalty: 3201.552246
	Iteration 93Q: 3 clusters Score -1806588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1806589.375000 Penalty: 3201.552246
	Iteration 94Q: 3 clusters Score -1806589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1806589.625000 Penalty: 3201.552246
	Iteration 95Q: 3 clusters Score -1806590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1806592.125000 Penalty: 3201.552246
	Iteration 96Q: 3 clusters Score -1806592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1806597.375000 Penalty: 3201.552246
	Iteration 97Q: 3 clusters Score -1806597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1806608.875000 Penalty: 3201.552246
	Iteration 98Q: 3 clusters Score -1806609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1806614.500000 Penalty: 3201.552246
	Iteration 99Q: 3 clusters Score -1806614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1806623.875000 Penalty: 3201.552246
	Iteration 100F: 3 clusters Score -1806624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1806627.750000 Penalty: 3201.552246
	Iteration 101Q: 3 clusters Score -1806628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1806634.625000 Penalty: 3201.552246
	Iteration 102Q: 3 clusters Score -1806635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1806636.000000 Penalty: 3201.552246
	Iteration 103Q: 3 clusters Score -1806636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1806638.875000 Penalty: 3201.552246
	Iteration 104Q: 3 clusters Score -1806639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1806643.500000 Penalty: 3201.552246
	Iteration 105Q: 3 clusters Score -1806644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1806643.125000 Penalty: 3201.552246
	Iteration 106Q: 3 clusters Score -1806643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1806642.625000 Penalty: 3201.552246
	Iteration 107Q: 3 clusters Score -1806643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1806642.625000 Penalty: 3201.552246
	Iteration 108F: 3 clusters Score -1806643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Entering Unmasked Estep 
Score: -730350.500000 Penalty: 1457.157349
	Iteration 0F: 2 clusters Score -730350.5 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 3993 members 
Entering Unmasked Estep 
Score: -724627.187500 Penalty: 2914.314697
	Iteration 0F: 3 clusters Score -724627.2 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -726475.250000 Penalty: 2914.314697
	Iteration 1F: 3 clusters Score -726475.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -726772.125000 Penalty: 2914.314697
	Iteration 2F: 3 clusters Score -726772.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -727037.312500 Penalty: 2914.314697
	Iteration 3F: 3 clusters Score -727037.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -727307.562500 Penalty: 2914.314697
	Iteration 4F: 3 clusters Score -727307.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -727570.312500 Penalty: 2914.314697
	Iteration 5F: 3 clusters Score -727570.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -727840.500000 Penalty: 2914.314697
	Iteration 6F: 3 clusters Score -727840.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -728090.250000 Penalty: 2914.314697
	Iteration 7Q: 3 clusters Score -728090.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -728321.812500 Penalty: 2914.314697
	Iteration 8Q: 3 clusters Score -728321.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -728578.312500 Penalty: 2914.314697
	Iteration 9Q: 3 clusters Score -728578.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -728800.375000 Penalty: 2914.314697
	Iteration 10Q: 3 clusters Score -728800.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -728966.812500 Penalty: 2914.314697
	Iteration 11Q: 3 clusters Score -728966.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -729127.687500 Penalty: 2914.314697
	Iteration 12Q: 3 clusters Score -729127.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -729237.625000 Penalty: 2914.314697
	Iteration 13Q: 3 clusters Score -729237.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -729308.000000 Penalty: 2914.314697
	Iteration 14Q: 3 clusters Score -729308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -729346.937500 Penalty: 2914.314697
	Iteration 15Q: 3 clusters Score -729346.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -729360.687500 Penalty: 2914.314697
	Iteration 16Q: 3 clusters Score -729360.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -729367.437500 Penalty: 2914.314697
	Iteration 17Q: 3 clusters Score -729367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -729374.125000 Penalty: 2914.314697
	Iteration 18Q: 3 clusters Score -729374.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -729376.687500 Penalty: 2914.314697
	Iteration 19Q: 3 clusters Score -729376.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -729375.625000 Penalty: 2914.314697
	Iteration 20F: 3 clusters Score -729375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -729381.187500 Penalty: 2914.314697
	Iteration 21Q: 3 clusters Score -729381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -729384.000000 Penalty: 2914.314697
	Iteration 22Q: 3 clusters Score -729384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -729384.312500 Penalty: 2914.314697
	Iteration 23Q: 3 clusters Score -729384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -729386.937500 Penalty: 2914.314697
	Iteration 24Q: 3 clusters Score -729386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -729385.187500 Penalty: 2914.314697
	Iteration 25Q: 3 clusters Score -729385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -729388.125000 Penalty: 2914.314697
	Iteration 26Q: 3 clusters Score -729388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -729387.000000 Penalty: 2914.314697
	Iteration 27Q: 3 clusters Score -729387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -729388.187500 Penalty: 2914.314697
	Iteration 28Q: 3 clusters Score -729388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -729390.250000 Penalty: 2914.314697
	Iteration 29Q: 3 clusters Score -729390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -729390.750000 Penalty: 2914.314697
	Iteration 30Q: 3 clusters Score -729390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -729392.062500 Penalty: 2914.314697
	Iteration 31Q: 3 clusters Score -729392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -729392.125000 Penalty: 2914.314697
	Iteration 32Q: 3 clusters Score -729392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -729392.125000 Penalty: 2914.314697
	Iteration 33F: 3 clusters Score -729392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Entering Unmasked Estep 
Score: -1436501.250000 Penalty: 1557.841919
	Iteration 0F: 2 clusters Score -1436501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1426396.750000 Penalty: 3115.683838
	Iteration 0F: 3 clusters Score -1426397 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1429784.625000 Penalty: 3115.683838
	Iteration 1F: 3 clusters Score -1429785 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1430034.250000 Penalty: 3115.683838
	Iteration 2Q: 3 clusters Score -1430034 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1430280.000000 Penalty: 3115.683838
	Iteration 3Q: 3 clusters Score -1430280 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1430508.750000 Penalty: 3115.683838
	Iteration 4Q: 3 clusters Score -1430509 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1430752.875000 Penalty: 3115.683838
	Iteration 5Q: 3 clusters Score -1430753 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1431032.125000 Penalty: 3115.683838
	Iteration 6Q: 3 clusters Score -1431032 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1431442.750000 Penalty: 3115.683838
	Iteration 7Q: 3 clusters Score -1431443 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1431981.125000 Penalty: 3115.683838
	Iteration 8F: 3 clusters Score -1431981 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1432690.875000 Penalty: 3115.683838
	Iteration 9F: 3 clusters Score -1432691 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1433573.375000 Penalty: 3115.683838
	Iteration 10F: 3 clusters Score -1433573 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1434293.875000 Penalty: 3115.683838
	Iteration 11Q: 3 clusters Score -1434294 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1434708.625000 Penalty: 3115.683838
	Iteration 12Q: 3 clusters Score -1434709 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1434875.250000 Penalty: 3115.683838
	Iteration 13Q: 3 clusters Score -1434875 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1434986.500000 Penalty: 3115.683838
	Iteration 14Q: 3 clusters Score -1434986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1435040.750000 Penalty: 3115.683838
	Iteration 15Q: 3 clusters Score -1435041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1435065.750000 Penalty: 3115.683838
	Iteration 16Q: 3 clusters Score -1435066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1435088.625000 Penalty: 3115.683838
	Iteration 17Q: 3 clusters Score -1435089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1435100.125000 Penalty: 3115.683838
	Iteration 18Q: 3 clusters Score -1435100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1435113.000000 Penalty: 3115.683838
	Iteration 19Q: 3 clusters Score -1435113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1435120.125000 Penalty: 3115.683838
	Iteration 20F: 3 clusters Score -1435120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1435127.750000 Penalty: 3115.683838
	Iteration 21Q: 3 clusters Score -1435128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1435129.875000 Penalty: 3115.683838
	Iteration 22Q: 3 clusters Score -1435130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1435130.875000 Penalty: 3115.683838
	Iteration 23Q: 3 clusters Score -1435131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1435138.000000 Penalty: 3115.683838
	Iteration 24Q: 3 clusters Score -1435138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1435139.875000 Penalty: 3115.683838
	Iteration 25Q: 3 clusters Score -1435140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1435142.250000 Penalty: 3115.683838
	Iteration 26Q: 3 clusters Score -1435142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1435142.750000 Penalty: 3115.683838
	Iteration 27Q: 3 clusters Score -1435143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1435145.375000 Penalty: 3115.683838
	Iteration 28Q: 3 clusters Score -1435145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1435147.250000 Penalty: 3115.683838
	Iteration 29Q: 3 clusters Score -1435147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1435146.875000 Penalty: 3115.683838
	Iteration 30Q: 3 clusters Score -1435147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1435148.875000 Penalty: 3115.683838
	Iteration 31Q: 3 clusters Score -1435149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1435148.000000 Penalty: 3115.683838
	Iteration 32Q: 3 clusters Score -1435148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1435152.375000 Penalty: 3115.683838
	Iteration 33Q: 3 clusters Score -1435152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1435154.875000 Penalty: 3115.683838
	Iteration 34Q: 3 clusters Score -1435155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1435156.125000 Penalty: 3115.683838
	Iteration 35Q: 3 clusters Score -1435156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1435156.750000 Penalty: 3115.683838
	Iteration 36Q: 3 clusters Score -1435157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1435158.125000 Penalty: 3115.683838
	Iteration 37Q: 3 clusters Score -1435158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1435158.250000 Penalty: 3115.683838
	Iteration 38Q: 3 clusters Score -1435158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1435163.000000 Penalty: 3115.683838
	Iteration 39Q: 3 clusters Score -1435163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1435167.625000 Penalty: 3115.683838
	Iteration 40F: 3 clusters Score -1435168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1435166.750000 Penalty: 3115.683838
	Iteration 41Q: 3 clusters Score -1435167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1435166.375000 Penalty: 3115.683838
	Iteration 42Q: 3 clusters Score -1435166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1435169.375000 Penalty: 3115.683838
	Iteration 43Q: 3 clusters Score -1435169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1435169.000000 Penalty: 3115.683838
	Iteration 44Q: 3 clusters Score -1435169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1435169.625000 Penalty: 3115.683838
	Iteration 45Q: 3 clusters Score -1435170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1435172.625000 Penalty: 3115.683838
	Iteration 46Q: 3 clusters Score -1435173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1435171.250000 Penalty: 3115.683838
	Iteration 47Q: 3 clusters Score -1435171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1435172.125000 Penalty: 3115.683838
	Iteration 48Q: 3 clusters Score -1435172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1435175.125000 Penalty: 3115.683838
	Iteration 49Q: 3 clusters Score -1435175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1435173.250000 Penalty: 3115.683838
	Iteration 50Q: 3 clusters Score -1435173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1435174.375000 Penalty: 3115.683838
	Iteration 51Q: 3 clusters Score -1435174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1435175.500000 Penalty: 3115.683838
	Iteration 52Q: 3 clusters Score -1435176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1435177.625000 Penalty: 3115.683838
	Iteration 53Q: 3 clusters Score -1435178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1435179.000000 Penalty: 3115.683838
	Iteration 54Q: 3 clusters Score -1435179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1435179.125000 Penalty: 3115.683838
	Iteration 55Q: 3 clusters Score -1435179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1435179.125000 Penalty: 3115.683838
	Iteration 56F: 3 clusters Score -1435179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Entering Unmasked Estep 
Score: -2214314.750000 Penalty: 1637.119141
	Iteration 0F: 2 clusters Score -2214315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2198273.000000 Penalty: 3274.238281
	Iteration 0F: 3 clusters Score -2198273 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2204362.000000 Penalty: 3274.238281
	Iteration 1F: 3 clusters Score -2204362 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2204744.750000 Penalty: 3274.238281
	Iteration 2Q: 3 clusters Score -2204745 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2205072.750000 Penalty: 3274.238281
	Iteration 3Q: 3 clusters Score -2205073 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2205350.500000 Penalty: 3274.238281
	Iteration 4Q: 3 clusters Score -2205350 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2205595.750000 Penalty: 3274.238281
	Iteration 5Q: 3 clusters Score -2205596 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2205877.000000 Penalty: 3274.238281
	Iteration 6Q: 3 clusters Score -2205877 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2206204.250000 Penalty: 3274.238281
	Iteration 7Q: 3 clusters Score -2206204 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2206625.750000 Penalty: 3274.238281
	Iteration 8Q: 3 clusters Score -2206626 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2207146.500000 Penalty: 3274.238281
	Iteration 9Q: 3 clusters Score -2207146 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2207798.250000 Penalty: 3274.238281
	Iteration 10Q: 3 clusters Score -2207798 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2208569.500000 Penalty: 3274.238281
	Iteration 11Q: 3 clusters Score -2208570 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2209448.250000 Penalty: 3274.238281
	Iteration 12F: 3 clusters Score -2209448 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2210324.750000 Penalty: 3274.238281
	Iteration 13Q: 3 clusters Score -2210325 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2211108.250000 Penalty: 3274.238281
	Iteration 14Q: 3 clusters Score -2211108 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2211755.000000 Penalty: 3274.238281
	Iteration 15Q: 3 clusters Score -2211755 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2212248.250000 Penalty: 3274.238281
	Iteration 16Q: 3 clusters Score -2212248 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2212612.750000 Penalty: 3274.238281
	Iteration 17Q: 3 clusters Score -2212613 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2212821.750000 Penalty: 3274.238281
	Iteration 18Q: 3 clusters Score -2212822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2212929.500000 Penalty: 3274.238281
	Iteration 19Q: 3 clusters Score -2212930 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2212991.750000 Penalty: 3274.238281
	Iteration 20F: 3 clusters Score -2212992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2213045.250000 Penalty: 3274.238281
	Iteration 21Q: 3 clusters Score -2213045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2213067.500000 Penalty: 3274.238281
	Iteration 22Q: 3 clusters Score -2213068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2213083.000000 Penalty: 3274.238281
	Iteration 23Q: 3 clusters Score -2213083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2213100.750000 Penalty: 3274.238281
	Iteration 24Q: 3 clusters Score -2213101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2213108.750000 Penalty: 3274.238281
	Iteration 25Q: 3 clusters Score -2213109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2213116.250000 Penalty: 3274.238281
	Iteration 26Q: 3 clusters Score -2213116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2213124.250000 Penalty: 3274.238281
	Iteration 27Q: 3 clusters Score -2213124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2213132.500000 Penalty: 3274.238281
	Iteration 28Q: 3 clusters Score -2213132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2213142.500000 Penalty: 3274.238281
	Iteration 29Q: 3 clusters Score -2213142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2213150.750000 Penalty: 3274.238281
	Iteration 30Q: 3 clusters Score -2213151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2213155.000000 Penalty: 3274.238281
	Iteration 31Q: 3 clusters Score -2213155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2213164.000000 Penalty: 3274.238281
	Iteration 32Q: 3 clusters Score -2213164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2213177.500000 Penalty: 3274.238281
	Iteration 33Q: 3 clusters Score -2213178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2213185.000000 Penalty: 3274.238281
	Iteration 34Q: 3 clusters Score -2213185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2213194.500000 Penalty: 3274.238281
	Iteration 35Q: 3 clusters Score -2213194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2213209.250000 Penalty: 3274.238281
	Iteration 36Q: 3 clusters Score -2213209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2213220.250000 Penalty: 3274.238281
	Iteration 37Q: 3 clusters Score -2213220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2213233.500000 Penalty: 3274.238281
	Iteration 38Q: 3 clusters Score -2213234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2213247.250000 Penalty: 3274.238281
	Iteration 39Q: 3 clusters Score -2213247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2213249.500000 Penalty: 3274.238281
	Iteration 40F: 3 clusters Score -2213250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2213258.000000 Penalty: 3274.238281
	Iteration 41Q: 3 clusters Score -2213258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2213265.000000 Penalty: 3274.238281
	Iteration 42Q: 3 clusters Score -2213265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2213274.250000 Penalty: 3274.238281
	Iteration 43Q: 3 clusters Score -2213274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2213281.250000 Penalty: 3274.238281
	Iteration 44Q: 3 clusters Score -2213281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2213288.500000 Penalty: 3274.238281
	Iteration 45Q: 3 clusters Score -2213288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2213297.250000 Penalty: 3274.238281
	Iteration 46Q: 3 clusters Score -2213297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2213301.000000 Penalty: 3274.238281
	Iteration 47Q: 3 clusters Score -2213301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2213307.750000 Penalty: 3274.238281
	Iteration 48Q: 3 clusters Score -2213308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2213308.000000 Penalty: 3274.238281
	Iteration 49Q: 3 clusters Score -2213308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2213310.750000 Penalty: 3274.238281
	Iteration 50Q: 3 clusters Score -2213311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2213313.500000 Penalty: 3274.238281
	Iteration 51Q: 3 clusters Score -2213314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2213314.000000 Penalty: 3274.238281
	Iteration 52Q: 3 clusters Score -2213314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2213315.500000 Penalty: 3274.238281
	Iteration 53Q: 3 clusters Score -2213316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2213312.000000 Penalty: 3274.238281
	Iteration 54Q: 3 clusters Score -2213312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2213314.750000 Penalty: 3274.238281
	Iteration 55Q: 3 clusters Score -2213315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2213314.750000 Penalty: 3274.238281
	Iteration 56Q: 3 clusters Score -2213315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2213315.500000 Penalty: 3274.238281
	Iteration 57Q: 3 clusters Score -2213316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2213317.250000 Penalty: 3274.238281
	Iteration 58Q: 3 clusters Score -2213317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2213317.250000 Penalty: 3274.238281
	Iteration 59F: 3 clusters Score -2213317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -69634.234375 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -69634.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68315.226562 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -68315.23 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68539.015625 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -68539.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68585.828125 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -68585.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68616.101562 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -68616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68632.359375 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -68632.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68639.390625 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -68639.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68646.320312 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -68646.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68653.726562 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -68653.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68654.250000 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -68654.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68654.250000 Penalty: 2165.102783
	Iteration 9F: 3 clusters Score -68654.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -57783.296875 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -57783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56575.257812 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -56575.26 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56720.523438 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -56720.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56787.441406 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -56787.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56823.230469 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -56823.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56841.234375 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -56841.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56856.984375 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -56856.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56868.382812 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -56868.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56872.964844 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -56872.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56873.796875 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -56873.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56873.796875 Penalty: 2098.450195
	Iteration 9F: 3 clusters Score -56873.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Entering Unmasked Estep 
Score: -487992.000000 Penalty: 1388.973389
	Iteration 0F: 2 clusters Score -487992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -483934.625000 Penalty: 2777.946777
	Iteration 0F: 3 clusters Score -483934.6 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -485044.375000 Penalty: 2777.946777
	Iteration 1F: 3 clusters Score -485044.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -485204.468750 Penalty: 2777.946777
	Iteration 2F: 3 clusters Score -485204.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -485300.250000 Penalty: 2777.946777
	Iteration 3Q: 3 clusters Score -485300.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -485363.343750 Penalty: 2777.946777
	Iteration 4Q: 3 clusters Score -485363.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -485416.250000 Penalty: 2777.946777
	Iteration 5Q: 3 clusters Score -485416.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -485463.187500 Penalty: 2777.946777
	Iteration 6Q: 3 clusters Score -485463.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -485502.093750 Penalty: 2777.946777
	Iteration 7Q: 3 clusters Score -485502.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -485529.906250 Penalty: 2777.946777
	Iteration 8Q: 3 clusters Score -485529.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -485548.875000 Penalty: 2777.946777
	Iteration 9Q: 3 clusters Score -485548.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -485564.093750 Penalty: 2777.946777
	Iteration 10Q: 3 clusters Score -485564.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -485576.906250 Penalty: 2777.946777
	Iteration 11Q: 3 clusters Score -485576.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -485593.906250 Penalty: 2777.946777
	Iteration 12Q: 3 clusters Score -485593.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -485611.312500 Penalty: 2777.946777
	Iteration 13Q: 3 clusters Score -485611.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -485628.531250 Penalty: 2777.946777
	Iteration 14Q: 3 clusters Score -485628.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -485649.125000 Penalty: 2777.946777
	Iteration 15Q: 3 clusters Score -485649.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -485669.875000 Penalty: 2777.946777
	Iteration 16Q: 3 clusters Score -485669.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -485688.531250 Penalty: 2777.946777
	Iteration 17Q: 3 clusters Score -485688.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -485708.656250 Penalty: 2777.946777
	Iteration 18Q: 3 clusters Score -485708.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -485724.718750 Penalty: 2777.946777
	Iteration 19Q: 3 clusters Score -485724.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -485739.343750 Penalty: 2777.946777
	Iteration 20F: 3 clusters Score -485739.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -485757.968750 Penalty: 2777.946777
	Iteration 21Q: 3 clusters Score -485758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -485775.812500 Penalty: 2777.946777
	Iteration 22Q: 3 clusters Score -485775.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -485799.156250 Penalty: 2777.946777
	Iteration 23Q: 3 clusters Score -485799.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -485816.093750 Penalty: 2777.946777
	Iteration 24Q: 3 clusters Score -485816.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -485833.375000 Penalty: 2777.946777
	Iteration 25Q: 3 clusters Score -485833.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -485851.375000 Penalty: 2777.946777
	Iteration 26Q: 3 clusters Score -485851.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -485872.187500 Penalty: 2777.946777
	Iteration 27Q: 3 clusters Score -485872.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -485896.593750 Penalty: 2777.946777
	Iteration 28Q: 3 clusters Score -485896.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -485929.843750 Penalty: 2777.946777
	Iteration 29Q: 3 clusters Score -485929.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -485964.687500 Penalty: 2777.946777
	Iteration 30Q: 3 clusters Score -485964.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -485990.187500 Penalty: 2777.946777
	Iteration 31Q: 3 clusters Score -485990.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -486014.187500 Penalty: 2777.946777
	Iteration 32Q: 3 clusters Score -486014.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -486028.750000 Penalty: 2777.946777
	Iteration 33Q: 3 clusters Score -486028.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -486041.750000 Penalty: 2777.946777
	Iteration 34Q: 3 clusters Score -486041.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -486055.656250 Penalty: 2777.946777
	Iteration 35Q: 3 clusters Score -486055.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -486071.843750 Penalty: 2777.946777
	Iteration 36Q: 3 clusters Score -486071.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -486088.531250 Penalty: 2777.946777
	Iteration 37Q: 3 clusters Score -486088.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -486101.656250 Penalty: 2777.946777
	Iteration 38Q: 3 clusters Score -486101.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -486117.125000 Penalty: 2777.946777
	Iteration 39Q: 3 clusters Score -486117.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -486126.875000 Penalty: 2777.946777
	Iteration 40F: 3 clusters Score -486126.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -486135.312500 Penalty: 2777.946777
	Iteration 41Q: 3 clusters Score -486135.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -486141.312500 Penalty: 2777.946777
	Iteration 42Q: 3 clusters Score -486141.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -486148.312500 Penalty: 2777.946777
	Iteration 43Q: 3 clusters Score -486148.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -486155.750000 Penalty: 2777.946777
	Iteration 44Q: 3 clusters Score -486155.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -486165.468750 Penalty: 2777.946777
	Iteration 45Q: 3 clusters Score -486165.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -486170.937500 Penalty: 2777.946777
	Iteration 46Q: 3 clusters Score -486170.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -486174.531250 Penalty: 2777.946777
	Iteration 47Q: 3 clusters Score -486174.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -486179.562500 Penalty: 2777.946777
	Iteration 48Q: 3 clusters Score -486179.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -486183.718750 Penalty: 2777.946777
	Iteration 49Q: 3 clusters Score -486183.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -486187.656250 Penalty: 2777.946777
	Iteration 50Q: 3 clusters Score -486187.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -486190.281250 Penalty: 2777.946777
	Iteration 51Q: 3 clusters Score -486190.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -486193.687500 Penalty: 2777.946777
	Iteration 52Q: 3 clusters Score -486193.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -486195.125000 Penalty: 2777.946777
	Iteration 53Q: 3 clusters Score -486195.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -486195.593750 Penalty: 2777.946777
	Iteration 54Q: 3 clusters Score -486195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -486196.062500 Penalty: 2777.946777
	Iteration 55Q: 3 clusters Score -486196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -486195.937500 Penalty: 2777.946777
	Iteration 56Q: 3 clusters Score -486195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -486197.562500 Penalty: 2777.946777
	Iteration 57Q: 3 clusters Score -486197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -486198.687500 Penalty: 2777.946777
	Iteration 58Q: 3 clusters Score -486198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -486198.625000 Penalty: 2777.946777
	Iteration 59Q: 3 clusters Score -486198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -486199.312500 Penalty: 2777.946777
	Iteration 60F: 3 clusters Score -486199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -486199.875000 Penalty: 2777.946777
	Iteration 61Q: 3 clusters Score -486199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -486200.062500 Penalty: 2777.946777
	Iteration 62Q: 3 clusters Score -486200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -486200.375000 Penalty: 2777.946777
	Iteration 63Q: 3 clusters Score -486200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -486200.500000 Penalty: 2777.946777
	Iteration 64Q: 3 clusters Score -486200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -486201.625000 Penalty: 2777.946777
	Iteration 65Q: 3 clusters Score -486201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -486201.625000 Penalty: 2777.946777
	Iteration 66F: 3 clusters Score -486201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 38880 members 
Mstep: Class 4 contains 40914 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 10390 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 17282 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 665 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40963 members 
Mstep: Class 21 contains 45112 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20639 members 
Mstep: Class 30 contains 22373 members 
Mstep: Class 31 contains 4831 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 18976 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778112.000000 Penalty: 105150.945312
Iteration 479Q: 50 clusters Score -4.977811e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 39085 members 
Mstep: Class 4 contains 41693 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 17277 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 19719 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13356 members 
Mstep: Class 16 contains 9352 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 667 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40972 members 
Mstep: Class 21 contains 44744 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 20642 members 
Mstep: Class 30 contains 22796 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19108 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 14327 members 
Mstep: Class 44 contains 23732 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5170 members 
Mstep: Class 48 contains 34480 members 
Mstep: Class 49 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781152.000000 Penalty: 105150.945312
Iteration 480F: 50 clusters Score -4.978115e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 38713 members 
Mstep: Class 4 contains 41526 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19694 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 667 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40930 members 
Mstep: Class 21 contains 44752 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 5585 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20627 members 
Mstep: Class 30 contains 22705 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 1658 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19218 members 
Mstep: Class 42 contains 7834 members 
Mstep: Class 43 contains 13857 members 
Mstep: Class 44 contains 23718 members 
Mstep: Class 45 contains 783 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5162 members 
Mstep: Class 48 contains 35316 members 
Mstep: Class 49 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781120.000000 Penalty: 105150.945312
Iteration 481Q: 50 clusters Score -4.978112e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 41269 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 11025 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37625 members 
Mstep: Class 11 contains 17236 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19667 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13326 members 
Mstep: Class 16 contains 9223 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40897 members 
Mstep: Class 21 contains 44337 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 22670 members 
Mstep: Class 31 contains 4833 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3794 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19357 members 
Mstep: Class 42 contains 7830 members 
Mstep: Class 43 contains 13760 members 
Mstep: Class 44 contains 23710 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5158 members 
Mstep: Class 48 contains 35793 members 
Mstep: Class 49 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781056.000000 Penalty: 105150.945312
Iteration 482Q: 50 clusters Score -4.978106e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 38590 members 
Mstep: Class 4 contains 41074 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 11267 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 17228 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19645 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13321 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40884 members 
Mstep: Class 21 contains 43905 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20618 members 
Mstep: Class 30 contains 22667 members 
Mstep: Class 31 contains 4835 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19478 members 
Mstep: Class 42 contains 7826 members 
Mstep: Class 43 contains 13868 members 
Mstep: Class 44 contains 23707 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5160 members 
Mstep: Class 48 contains 35976 members 
Mstep: Class 49 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781396.000000 Penalty: 105150.945312
Iteration 483Q: 50 clusters Score -4.97814e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 38514 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37644 members 
Mstep: Class 11 contains 17215 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 19612 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13314 members 
Mstep: Class 16 contains 9141 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 681 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40885 members 
Mstep: Class 21 contains 43494 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20609 members 
Mstep: Class 30 contains 22656 members 
Mstep: Class 31 contains 4838 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 19590 members 
Mstep: Class 42 contains 7826 members 
Mstep: Class 43 contains 14157 members 
Mstep: Class 44 contains 23705 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5170 members 
Mstep: Class 48 contains 35933 members 
Mstep: Class 49 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781932.000000 Penalty: 105150.945312
Iteration 484Q: 50 clusters Score -4.978193e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 40920 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 11800 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 17210 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 19597 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13309 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40879 members 
Mstep: Class 21 contains 43076 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20606 members 
Mstep: Class 30 contains 22629 members 
Mstep: Class 31 contains 4841 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19685 members 
Mstep: Class 42 contains 7825 members 
Mstep: Class 43 contains 14557 members 
Mstep: Class 44 contains 23697 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5173 members 
Mstep: Class 48 contains 35784 members 
Mstep: Class 49 contains 2761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782236.000000 Penalty: 105150.945312
Iteration 485Q: 50 clusters Score -4.978224e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 40871 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 12081 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17210 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 19580 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13313 members 
Mstep: Class 16 contains 9094 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40877 members 
Mstep: Class 21 contains 42642 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1227 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20603 members 
Mstep: Class 30 contains 22581 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 1656 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19774 members 
Mstep: Class 42 contains 7825 members 
Mstep: Class 43 contains 15014 members 
Mstep: Class 44 contains 23697 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5175 members 
Mstep: Class 48 contains 35591 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782676.000000 Penalty: 105150.945312
Iteration 486Q: 50 clusters Score -4.978268e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 3 contains 38192 members 
Mstep: Class 4 contains 40877 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 12364 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 17204 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19565 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 9079 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 699 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40870 members 
Mstep: Class 21 contains 42197 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20602 members 
Mstep: Class 30 contains 22493 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19868 members 
Mstep: Class 42 contains 7825 members 
Mstep: Class 43 contains 15514 members 
Mstep: Class 44 contains 23690 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5178 members 
Mstep: Class 48 contains 35349 members 
Mstep: Class 49 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783268.000000 Penalty: 105150.945312
Iteration 487Q: 50 clusters Score -4.978327e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 38102 members 
Mstep: Class 4 contains 40874 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37650 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19559 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 9065 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40864 members 
Mstep: Class 21 contains 41676 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20601 members 
Mstep: Class 30 contains 22388 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19944 members 
Mstep: Class 42 contains 7826 members 
Mstep: Class 43 contains 16110 members 
Mstep: Class 44 contains 23691 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5182 members 
Mstep: Class 48 contains 35126 members 
Mstep: Class 49 contains 2916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783908.000000 Penalty: 105150.945312
Iteration 488Q: 50 clusters Score -4.978391e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 38031 members 
Mstep: Class 4 contains 40881 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 12914 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37652 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19550 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40861 members 
Mstep: Class 21 contains 41175 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20600 members 
Mstep: Class 30 contains 22264 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19992 members 
Mstep: Class 42 contains 7826 members 
Mstep: Class 43 contains 16722 members 
Mstep: Class 44 contains 23697 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5183 members 
Mstep: Class 48 contains 34893 members 
Mstep: Class 49 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784492.000000 Penalty: 105150.945312
Iteration 489Q: 50 clusters Score -4.978449e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 37955 members 
Mstep: Class 4 contains 40901 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 13153 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19541 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 9046 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40857 members 
Mstep: Class 21 contains 40685 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1233 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20599 members 
Mstep: Class 30 contains 22109 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 20013 members 
Mstep: Class 42 contains 7826 members 
Mstep: Class 43 contains 17366 members 
Mstep: Class 44 contains 23705 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5186 members 
Mstep: Class 48 contains 34658 members 
Mstep: Class 49 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785180.000000 Penalty: 105150.945312
Iteration 490Q: 50 clusters Score -4.978518e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 37896 members 
Mstep: Class 4 contains 40920 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 13376 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37655 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19534 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 9036 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40855 members 
Mstep: Class 21 contains 40169 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1235 members 
Mstep: Class 28 contains 4718 members 
Mstep: Class 29 contains 20597 members 
Mstep: Class 30 contains 21949 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 20038 members 
Mstep: Class 42 contains 7825 members 
Mstep: Class 43 contains 18049 members 
Mstep: Class 44 contains 23712 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5192 members 
Mstep: Class 48 contains 34433 members 
Mstep: Class 49 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785684.000000 Penalty: 105150.945312
Iteration 491Q: 50 clusters Score -4.978568e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 37822 members 
Mstep: Class 4 contains 40934 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37655 members 
Mstep: Class 11 contains 17177 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 19529 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13304 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40857 members 
Mstep: Class 21 contains 39657 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1238 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 20602 members 
Mstep: Class 30 contains 21785 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 20014 members 
Mstep: Class 42 contains 7825 members 
Mstep: Class 43 contains 18775 members 
Mstep: Class 44 contains 23718 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5189 members 
Mstep: Class 48 contains 34258 members 
Mstep: Class 49 contains 2989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786220.000000 Penalty: 105150.945312
Iteration 492Q: 50 clusters Score -4.978622e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 37775 members 
Mstep: Class 4 contains 40940 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 13773 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 17164 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19526 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 9013 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40855 members 
Mstep: Class 21 contains 39196 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1238 members 
Mstep: Class 28 contains 4718 members 
Mstep: Class 29 contains 20608 members 
Mstep: Class 30 contains 21633 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19989 members 
Mstep: Class 42 contains 7824 members 
Mstep: Class 43 contains 19459 members 
Mstep: Class 44 contains 23723 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5189 members 
Mstep: Class 48 contains 34035 members 
Mstep: Class 49 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786668.000000 Penalty: 105150.945312
Iteration 493Q: 50 clusters Score -4.978667e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 37724 members 
Mstep: Class 4 contains 40946 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 13950 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 17158 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 19524 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 9008 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40851 members 
Mstep: Class 21 contains 38719 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1238 members 
Mstep: Class 28 contains 4718 members 
Mstep: Class 29 contains 20609 members 
Mstep: Class 30 contains 21484 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 19952 members 
Mstep: Class 42 contains 7824 members 
Mstep: Class 43 contains 20189 members 
Mstep: Class 44 contains 23722 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5189 members 
Mstep: Class 48 contains 33826 members 
Mstep: Class 49 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787144.000000 Penalty: 105150.945312
Iteration 494Q: 50 clusters Score -4.978714e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 37714 members 
Mstep: Class 4 contains 40944 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 14129 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37655 members 
Mstep: Class 11 contains 17154 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 19523 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13304 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40858 members 
Mstep: Class 21 contains 38287 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 4717 members 
Mstep: Class 29 contains 20612 members 
Mstep: Class 30 contains 21349 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3792 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4468 members 
Mstep: Class 41 contains 19914 members 
Mstep: Class 42 contains 7824 members 
Mstep: Class 43 contains 20834 members 
Mstep: Class 44 contains 23718 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5193 members 
Mstep: Class 48 contains 33642 members 
Mstep: Class 49 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787252.000000 Penalty: 105150.945312
Iteration 495Q: 50 clusters Score -4.978725e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 37663 members 
Mstep: Class 4 contains 40946 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 14312 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37655 members 
Mstep: Class 11 contains 17150 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 19519 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 16 contains 8998 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40859 members 
Mstep: Class 21 contains 37925 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 4717 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 21208 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4468 members 
Mstep: Class 41 contains 19900 members 
Mstep: Class 42 contains 7824 members 
Mstep: Class 43 contains 21430 members 
Mstep: Class 44 contains 23712 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5197 members 
Mstep: Class 48 contains 33456 members 
Mstep: Class 49 contains 3018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787480.000000 Penalty: 105150.945312
Iteration 496Q: 50 clusters Score -4.978748e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 37628 members 
Mstep: Class 4 contains 40942 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 14518 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37655 members 
Mstep: Class 11 contains 17146 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 19518 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 8989 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40862 members 
Mstep: Class 21 contains 37614 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 4717 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 21063 members 
Mstep: Class 31 contains 4842 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4467 members 
Mstep: Class 41 contains 19854 members 
Mstep: Class 42 contains 7824 members 
Mstep: Class 43 contains 21968 members 
Mstep: Class 44 contains 23704 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5201 members 
Mstep: Class 48 contains 33274 members 
Mstep: Class 49 contains 3024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787624.000000 Penalty: 105150.945312
Iteration 497Q: 50 clusters Score -4.978762e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 37584 members 
Mstep: Class 4 contains 40937 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37657 members 
Mstep: Class 11 contains 17142 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 19514 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13302 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 40861 members 
Mstep: Class 21 contains 37338 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 4715 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 20934 members 
Mstep: Class 31 contains 4842 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 3789 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4467 members 
Mstep: Class 41 contains 19795 members 
Mstep: Class 42 contains 7823 members 
Mstep: Class 43 contains 22501 members 
Mstep: Class 44 contains 23704 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5207 members 
Mstep: Class 48 contains 33082 members 
Mstep: Class 49 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787768.000000 Penalty: 105150.945312
Iteration 498Q: 50 clusters Score -4.978777e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 37546 members 
Mstep: Class 4 contains 40941 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37657 members 
Mstep: Class 11 contains 17137 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 19510 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 8980 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40860 members 
Mstep: Class 21 contains 37121 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 4715 members 
Mstep: Class 29 contains 20617 members 
Mstep: Class 30 contains 20794 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4465 members 
Mstep: Class 41 contains 19747 members 
Mstep: Class 42 contains 7823 members 
Mstep: Class 43 contains 22948 members 
Mstep: Class 44 contains 23704 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5213 members 
Mstep: Class 48 contains 32879 members 
Mstep: Class 49 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787956.000000 Penalty: 105150.945312
Iteration 499Q: 50 clusters Score -4.978796e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 37513 members 
Mstep: Class 4 contains 40934 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 37658 members 
Mstep: Class 11 contains 17135 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 19505 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 8979 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 40859 members 
Mstep: Class 21 contains 36933 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 4714 members 
Mstep: Class 29 contains 20617 members 
Mstep: Class 30 contains 20656 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 3791 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 1547 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 4465 members 
Mstep: Class 41 contains 19701 members 
Mstep: Class 42 contains 7824 members 
Mstep: Class 43 contains 23351 members 
Mstep: Class 44 contains 23706 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 5217 members 
Mstep: Class 48 contains 32677 members 
Mstep: Class 49 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788156.000000 Penalty: 105150.945312
Iteration 500F: 50 clusters Score -4.978816e+07 nChanged 1318
Maximum iterations exceeded
--- Evaluating fit on full set of 1630476 points ---
Entering Unmasked Estep 
Score: -149564224.000000 Penalty: 113898.640625
21->50 Clusters: Score -149564224.000000, best is -149546448.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 543492 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 25788 members 
Mstep: Class 3 contains 25788 members 
Mstep: Class 4 contains 25737 members 
Mstep: Class 5 contains 25971 members 
Mstep: Class 6 contains 25788 members 
Mstep: Class 7 contains 26053 members 
Mstep: Class 8 contains 25934 members 
Mstep: Class 9 contains 25900 members 
Mstep: Class 10 contains 25958 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 25792 members 
Mstep: Class 13 contains 25507 members 
Mstep: Class 14 contains 25738 members 
Mstep: Class 15 contains 26135 members 
Mstep: Class 16 contains 26011 members 
Mstep: Class 17 contains 25909 members 
Mstep: Class 18 contains 25796 members 
Mstep: Class 19 contains 26048 members 
Mstep: Class 20 contains 26259 members 
Mstep: Class 21 contains 25811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 398.393555 but Gain 2145.937500
Score: -46322196.000000 Penalty: 42918.753906
Iteration 0F: 21 clusters Score -4.63222e+07 nChanged 515154
Entering Unmasked Mstep 
Mstep: Class 0 contains 986 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 20975 members 
Mstep: Class 4 contains 19002 members 
Mstep: Class 5 contains 18955 members 
Mstep: Class 6 contains 16111 members 
Mstep: Class 7 contains 26104 members 
Mstep: Class 8 contains 60949 members 
Mstep: Class 9 contains 9177 members 
Mstep: Class 10 contains 7071 members 
Mstep: Class 12 contains 6371 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 130779 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 7609 members 
Mstep: Class 17 contains 16836 members 
Mstep: Class 18 contains 33366 members 
Mstep: Class 19 contains 87844 members 
Mstep: Class 20 contains 26966 members 
Mstep: Class 21 contains 9203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48494664.000000 Penalty: 42918.753906
Iteration 1F: 21 clusters Score -4.849466e+07 nChanged 239695
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 16777 members 
Mstep: Class 4 contains 21011 members 
Mstep: Class 5 contains 20703 members 
Mstep: Class 6 contains 19082 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 44154 members 
Mstep: Class 9 contains 11814 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 12 contains 7631 members 
Mstep: Class 13 contains 5133 members 
Mstep: Class 14 contains 87393 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 4011 members 
Mstep: Class 17 contains 34141 members 
Mstep: Class 18 contains 18318 members 
Mstep: Class 19 contains 132552 members 
Mstep: Class 20 contains 34015 members 
Mstep: Class 21 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48892976.000000 Penalty: 42918.753906
Iteration 2F: 21 clusters Score -4.889298e+07 nChanged 164242
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 4596 members 
Mstep: Class 3 contains 17665 members 
Mstep: Class 4 contains 22163 members 
Mstep: Class 5 contains 26902 members 
Mstep: Class 6 contains 22355 members 
Mstep: Class 7 contains 21777 members 
Mstep: Class 8 contains 25227 members 
Mstep: Class 9 contains 12470 members 
Mstep: Class 10 contains 3610 members 
Mstep: Class 12 contains 7857 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 103462 members 
Mstep: Class 15 contains 18257 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 58775 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 83261 members 
Mstep: Class 20 contains 41635 members 
Mstep: Class 21 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49101716.000000 Penalty: 42918.753906
Iteration 3F: 21 clusters Score -4.910172e+07 nChanged 117089
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 21376 members 
Mstep: Class 4 contains 23084 members 
Mstep: Class 5 contains 33148 members 
Mstep: Class 6 contains 23568 members 
Mstep: Class 7 contains 22897 members 
Mstep: Class 8 contains 14169 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 12 contains 7319 members 
Mstep: Class 13 contains 7066 members 
Mstep: Class 14 contains 84829 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 70987 members 
Mstep: Class 18 contains 13527 members 
Mstep: Class 19 contains 92283 members 
Mstep: Class 20 contains 39091 members 
Mstep: Class 21 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49245536.000000 Penalty: 42918.753906
Iteration 4F: 21 clusters Score -4.924554e+07 nChanged 83751
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 24261 members 
Mstep: Class 4 contains 22159 members 
Mstep: Class 5 contains 37738 members 
Mstep: Class 6 contains 24052 members 
Mstep: Class 7 contains 24645 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 10301 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 8109 members 
Mstep: Class 14 contains 92038 members 
Mstep: Class 15 contains 20194 members 
Mstep: Class 16 contains 4023 members 
Mstep: Class 17 contains 79297 members 
Mstep: Class 18 contains 14439 members 
Mstep: Class 19 contains 80007 members 
Mstep: Class 20 contains 34205 members 
Mstep: Class 21 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49350096.000000 Penalty: 42918.753906
Iteration 5F: 21 clusters Score -4.93501e+07 nChanged 75127
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 27850 members 
Mstep: Class 4 contains 16168 members 
Mstep: Class 5 contains 38202 members 
Mstep: Class 6 contains 23282 members 
Mstep: Class 7 contains 25823 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 9405 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 12 contains 5635 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 82908 members 
Mstep: Class 15 contains 19937 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 95869 members 
Mstep: Class 18 contains 15703 members 
Mstep: Class 19 contains 83549 members 
Mstep: Class 20 contains 29369 members 
Mstep: Class 21 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49401316.000000 Penalty: 42918.753906
Iteration 6F: 21 clusters Score -4.940132e+07 nChanged 65191
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 30225 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 37025 members 
Mstep: Class 6 contains 25802 members 
Mstep: Class 7 contains 25919 members 
Mstep: Class 8 contains 8587 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 12 contains 5088 members 
Mstep: Class 13 contains 9097 members 
Mstep: Class 14 contains 86137 members 
Mstep: Class 15 contains 19264 members 
Mstep: Class 16 contains 4450 members 
Mstep: Class 17 contains 100196 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 81658 members 
Mstep: Class 20 contains 27670 members 
Mstep: Class 21 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49429944.000000 Penalty: 42918.753906
Iteration 7F: 21 clusters Score -4.942994e+07 nChanged 46966
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 32155 members 
Mstep: Class 4 contains 9149 members 
Mstep: Class 5 contains 34597 members 
Mstep: Class 6 contains 31016 members 
Mstep: Class 7 contains 26730 members 
Mstep: Class 8 contains 9475 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 13 contains 9189 members 
Mstep: Class 14 contains 86228 members 
Mstep: Class 15 contains 18095 members 
Mstep: Class 16 contains 4522 members 
Mstep: Class 17 contains 97082 members 
Mstep: Class 18 contains 18232 members 
Mstep: Class 19 contains 83084 members 
Mstep: Class 20 contains 26793 members 
Mstep: Class 21 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49466112.000000 Penalty: 42918.753906
Iteration 8F: 21 clusters Score -4.946611e+07 nChanged 39198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 33507 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 31921 members 
Mstep: Class 6 contains 36966 members 
Mstep: Class 7 contains 27135 members 
Mstep: Class 8 contains 10584 members 
Mstep: Class 9 contains 8185 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 9296 members 
Mstep: Class 14 contains 84753 members 
Mstep: Class 15 contains 16781 members 
Mstep: Class 16 contains 4583 members 
Mstep: Class 17 contains 94326 members 
Mstep: Class 18 contains 19102 members 
Mstep: Class 19 contains 83992 members 
Mstep: Class 20 contains 27348 members 
Mstep: Class 21 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49497744.000000 Penalty: 42918.753906
Iteration 9F: 21 clusters Score -4.949774e+07 nChanged 35323
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 34358 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 29323 members 
Mstep: Class 6 contains 41545 members 
Mstep: Class 7 contains 27504 members 
Mstep: Class 8 contains 11574 members 
Mstep: Class 9 contains 8072 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 84376 members 
Mstep: Class 15 contains 15548 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 92431 members 
Mstep: Class 18 contains 19538 members 
Mstep: Class 19 contains 85220 members 
Mstep: Class 20 contains 28320 members 
Mstep: Class 21 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49514288.000000 Penalty: 42918.753906
Iteration 10F: 21 clusters Score -4.951429e+07 nChanged 30173
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 3709 members 
Mstep: Class 3 contains 35094 members 
Mstep: Class 4 contains 8268 members 
Mstep: Class 5 contains 27278 members 
Mstep: Class 6 contains 44080 members 
Mstep: Class 7 contains 27963 members 
Mstep: Class 8 contains 12110 members 
Mstep: Class 9 contains 8044 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 12 contains 4809 members 
Mstep: Class 13 contains 9323 members 
Mstep: Class 14 contains 84455 members 
Mstep: Class 15 contains 14778 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 91070 members 
Mstep: Class 18 contains 19562 members 
Mstep: Class 19 contains 86261 members 
Mstep: Class 20 contains 29822 members 
Mstep: Class 21 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49529464.000000 Penalty: 42918.753906
Iteration 11F: 21 clusters Score -4.952946e+07 nChanged 26672
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 35652 members 
Mstep: Class 4 contains 8893 members 
Mstep: Class 5 contains 25993 members 
Mstep: Class 6 contains 46375 members 
Mstep: Class 7 contains 28280 members 
Mstep: Class 8 contains 12423 members 
Mstep: Class 9 contains 8060 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 12 contains 4744 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 84424 members 
Mstep: Class 15 contains 14245 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 89673 members 
Mstep: Class 18 contains 19298 members 
Mstep: Class 19 contains 86491 members 
Mstep: Class 20 contains 31575 members 
Mstep: Class 21 contains 3472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49550992.000000 Penalty: 42918.753906
Iteration 12Q: 21 clusters Score -4.955099e+07 nChanged 24886
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 36042 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 25375 members 
Mstep: Class 6 contains 48416 members 
Mstep: Class 7 contains 28337 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 8085 members 
Mstep: Class 10 contains 3720 members 
Mstep: Class 12 contains 4608 members 
Mstep: Class 13 contains 8945 members 
Mstep: Class 14 contains 83597 members 
Mstep: Class 15 contains 13798 members 
Mstep: Class 16 contains 4780 members 
Mstep: Class 17 contains 88514 members 
Mstep: Class 18 contains 18836 members 
Mstep: Class 19 contains 86322 members 
Mstep: Class 20 contains 33508 members 
Mstep: Class 21 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49579428.000000 Penalty: 42918.753906
Iteration 13Q: 21 clusters Score -4.957943e+07 nChanged 24560
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 36199 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 25551 members 
Mstep: Class 6 contains 49616 members 
Mstep: Class 7 contains 28173 members 
Mstep: Class 8 contains 12931 members 
Mstep: Class 9 contains 8132 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 8599 members 
Mstep: Class 14 contains 82208 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 4852 members 
Mstep: Class 17 contains 87830 members 
Mstep: Class 18 contains 18290 members 
Mstep: Class 19 contains 86138 members 
Mstep: Class 20 contains 35547 members 
Mstep: Class 21 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49606192.000000 Penalty: 42918.753906
Iteration 14Q: 21 clusters Score -4.960619e+07 nChanged 22788
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 36296 members 
Mstep: Class 4 contains 14414 members 
Mstep: Class 5 contains 25900 members 
Mstep: Class 6 contains 50859 members 
Mstep: Class 7 contains 27952 members 
Mstep: Class 8 contains 13263 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 3803 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 80423 members 
Mstep: Class 15 contains 12618 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 87847 members 
Mstep: Class 18 contains 17733 members 
Mstep: Class 19 contains 85885 members 
Mstep: Class 20 contains 37166 members 
Mstep: Class 21 contains 4154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49627812.000000 Penalty: 42918.753906
Iteration 15Q: 21 clusters Score -4.962781e+07 nChanged 21498
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 36383 members 
Mstep: Class 4 contains 16800 members 
Mstep: Class 5 contains 26197 members 
Mstep: Class 6 contains 51648 members 
Mstep: Class 7 contains 27836 members 
Mstep: Class 8 contains 13788 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 12 contains 4023 members 
Mstep: Class 13 contains 7782 members 
Mstep: Class 14 contains 79212 members 
Mstep: Class 15 contains 11826 members 
Mstep: Class 16 contains 4963 members 
Mstep: Class 17 contains 88237 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 85935 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49642064.000000 Penalty: 42918.753906
Iteration 16Q: 21 clusters Score -4.964206e+07 nChanged 18882
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 36388 members 
Mstep: Class 4 contains 19507 members 
Mstep: Class 5 contains 26247 members 
Mstep: Class 6 contains 51329 members 
Mstep: Class 7 contains 27700 members 
Mstep: Class 8 contains 14577 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 3963 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 79481 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 5072 members 
Mstep: Class 17 contains 88783 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 86265 members 
Mstep: Class 20 contains 38479 members 
Mstep: Class 21 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49650936.000000 Penalty: 42918.753906
Iteration 17Q: 21 clusters Score -4.965094e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 36359 members 
Mstep: Class 4 contains 22543 members 
Mstep: Class 5 contains 26068 members 
Mstep: Class 6 contains 50488 members 
Mstep: Class 7 contains 27542 members 
Mstep: Class 8 contains 15327 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 3902 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 80279 members 
Mstep: Class 15 contains 10033 members 
Mstep: Class 16 contains 5270 members 
Mstep: Class 17 contains 88676 members 
Mstep: Class 18 contains 17064 members 
Mstep: Class 19 contains 86310 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49659476.000000 Penalty: 42918.753906
Iteration 18Q: 21 clusters Score -4.965948e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 36295 members 
Mstep: Class 4 contains 25486 members 
Mstep: Class 5 contains 25754 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 27352 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 81018 members 
Mstep: Class 15 contains 9558 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 88112 members 
Mstep: Class 18 contains 16965 members 
Mstep: Class 19 contains 86211 members 
Mstep: Class 20 contains 38481 members 
Mstep: Class 21 contains 4708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49666800.000000 Penalty: 42918.753906
Iteration 19Q: 21 clusters Score -4.96668e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 36143 members 
Mstep: Class 4 contains 28136 members 
Mstep: Class 5 contains 25325 members 
Mstep: Class 6 contains 49024 members 
Mstep: Class 7 contains 27100 members 
Mstep: Class 8 contains 16043 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 12 contains 3847 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 81438 members 
Mstep: Class 15 contains 9248 members 
Mstep: Class 16 contains 5719 members 
Mstep: Class 17 contains 87515 members 
Mstep: Class 18 contains 16858 members 
Mstep: Class 19 contains 86190 members 
Mstep: Class 20 contains 38404 members 
Mstep: Class 21 contains 4810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49674380.000000 Penalty: 42918.753906
Iteration 20F: 21 clusters Score -4.967438e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1977 members 
Mstep: Class 3 contains 35953 members 
Mstep: Class 4 contains 30861 members 
Mstep: Class 5 contains 24843 members 
Mstep: Class 6 contains 48379 members 
Mstep: Class 7 contains 26812 members 
Mstep: Class 8 contains 16768 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 3982 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 81550 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5923 members 
Mstep: Class 17 contains 87212 members 
Mstep: Class 18 contains 16659 members 
Mstep: Class 19 contains 86094 members 
Mstep: Class 20 contains 38385 members 
Mstep: Class 21 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49680676.000000 Penalty: 42918.753906
Iteration 21Q: 21 clusters Score -4.968068e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1888 members 
Mstep: Class 3 contains 35774 members 
Mstep: Class 4 contains 33311 members 
Mstep: Class 5 contains 24230 members 
Mstep: Class 6 contains 48069 members 
Mstep: Class 7 contains 26560 members 
Mstep: Class 8 contains 17117 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 12 contains 3717 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 81522 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 6125 members 
Mstep: Class 17 contains 87056 members 
Mstep: Class 18 contains 16488 members 
Mstep: Class 19 contains 85854 members 
Mstep: Class 20 contains 38367 members 
Mstep: Class 21 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49685352.000000 Penalty: 42918.753906
Iteration 22Q: 21 clusters Score -4.968535e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1783 members 
Mstep: Class 3 contains 35610 members 
Mstep: Class 4 contains 35490 members 
Mstep: Class 5 contains 23529 members 
Mstep: Class 6 contains 47776 members 
Mstep: Class 7 contains 26253 members 
Mstep: Class 8 contains 17320 members 
Mstep: Class 9 contains 8218 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 81406 members 
Mstep: Class 15 contains 8087 members 
Mstep: Class 16 contains 6310 members 
Mstep: Class 17 contains 87050 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 85748 members 
Mstep: Class 20 contains 38371 members 
Mstep: Class 21 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49688460.000000 Penalty: 42918.753906
Iteration 23Q: 21 clusters Score -4.968846e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1693 members 
Mstep: Class 3 contains 35415 members 
Mstep: Class 4 contains 37400 members 
Mstep: Class 5 contains 22915 members 
Mstep: Class 6 contains 47431 members 
Mstep: Class 7 contains 25947 members 
Mstep: Class 8 contains 17450 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 4032 members 
Mstep: Class 12 contains 3653 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 81245 members 
Mstep: Class 15 contains 7992 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 87104 members 
Mstep: Class 18 contains 16200 members 
Mstep: Class 19 contains 85772 members 
Mstep: Class 20 contains 38446 members 
Mstep: Class 21 contains 5173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689764.000000 Penalty: 42918.753906
Iteration 24Q: 21 clusters Score -4.968976e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 35224 members 
Mstep: Class 4 contains 38852 members 
Mstep: Class 5 contains 22397 members 
Mstep: Class 6 contains 47252 members 
Mstep: Class 7 contains 25655 members 
Mstep: Class 8 contains 17544 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 81137 members 
Mstep: Class 15 contains 7905 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 87177 members 
Mstep: Class 18 contains 16052 members 
Mstep: Class 19 contains 85852 members 
Mstep: Class 20 contains 38528 members 
Mstep: Class 21 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689676.000000 Penalty: 42918.753906
Iteration 25Q: 21 clusters Score -4.968968e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 35058 members 
Mstep: Class 4 contains 39764 members 
Mstep: Class 5 contains 21999 members 
Mstep: Class 6 contains 47348 members 
Mstep: Class 7 contains 25410 members 
Mstep: Class 8 contains 17609 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 12 contains 3627 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 81069 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 87246 members 
Mstep: Class 18 contains 15911 members 
Mstep: Class 19 contains 85916 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689676.000000 Penalty: 42918.753906
Iteration 26Q: 21 clusters Score -4.968968e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 34904 members 
Mstep: Class 4 contains 40298 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 47607 members 
Mstep: Class 7 contains 25139 members 
Mstep: Class 8 contains 17654 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 81046 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6943 members 
Mstep: Class 17 contains 87250 members 
Mstep: Class 18 contains 15791 members 
Mstep: Class 19 contains 86002 members 
Mstep: Class 20 contains 38646 members 
Mstep: Class 21 contains 5315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689608.000000 Penalty: 42918.753906
Iteration 27Q: 21 clusters Score -4.968961e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 34802 members 
Mstep: Class 4 contains 40564 members 
Mstep: Class 5 contains 21437 members 
Mstep: Class 6 contains 47962 members 
Mstep: Class 7 contains 24898 members 
Mstep: Class 8 contains 17693 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 6181 members 
Mstep: Class 14 contains 81036 members 
Mstep: Class 15 contains 7821 members 
Mstep: Class 16 contains 7082 members 
Mstep: Class 17 contains 87288 members 
Mstep: Class 18 contains 15683 members 
Mstep: Class 19 contains 86065 members 
Mstep: Class 20 contains 38701 members 
Mstep: Class 21 contains 5328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689400.000000 Penalty: 42918.753906
Iteration 28Q: 21 clusters Score -4.96894e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 34720 members 
Mstep: Class 4 contains 40607 members 
Mstep: Class 5 contains 21278 members 
Mstep: Class 6 contains 48377 members 
Mstep: Class 7 contains 24690 members 
Mstep: Class 8 contains 17715 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 12 contains 3609 members 
Mstep: Class 13 contains 6139 members 
Mstep: Class 14 contains 81026 members 
Mstep: Class 15 contains 7814 members 
Mstep: Class 16 contains 7209 members 
Mstep: Class 17 contains 87359 members 
Mstep: Class 18 contains 15598 members 
Mstep: Class 19 contains 86113 members 
Mstep: Class 20 contains 38736 members 
Mstep: Class 21 contains 5334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689284.000000 Penalty: 42918.753906
Iteration 29Q: 21 clusters Score -4.968928e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 34661 members 
Mstep: Class 4 contains 40493 members 
Mstep: Class 5 contains 21156 members 
Mstep: Class 6 contains 48831 members 
Mstep: Class 7 contains 24523 members 
Mstep: Class 8 contains 17735 members 
Mstep: Class 9 contains 8198 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 81024 members 
Mstep: Class 15 contains 7800 members 
Mstep: Class 16 contains 7346 members 
Mstep: Class 17 contains 87416 members 
Mstep: Class 18 contains 15541 members 
Mstep: Class 19 contains 86132 members 
Mstep: Class 20 contains 38757 members 
Mstep: Class 21 contains 5334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689408.000000 Penalty: 42918.753906
Iteration 30Q: 21 clusters Score -4.968941e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 34594 members 
Mstep: Class 4 contains 40338 members 
Mstep: Class 5 contains 21057 members 
Mstep: Class 6 contains 49270 members 
Mstep: Class 7 contains 24398 members 
Mstep: Class 8 contains 17753 members 
Mstep: Class 9 contains 8198 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 12 contains 3626 members 
Mstep: Class 13 contains 6098 members 
Mstep: Class 14 contains 81032 members 
Mstep: Class 15 contains 7783 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 87458 members 
Mstep: Class 18 contains 15458 members 
Mstep: Class 19 contains 86152 members 
Mstep: Class 20 contains 38768 members 
Mstep: Class 21 contains 5325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689572.000000 Penalty: 42918.753906
Iteration 31Q: 21 clusters Score -4.968957e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 34550 members 
Mstep: Class 4 contains 40176 members 
Mstep: Class 5 contains 20972 members 
Mstep: Class 6 contains 49668 members 
Mstep: Class 7 contains 24279 members 
Mstep: Class 8 contains 17774 members 
Mstep: Class 9 contains 8195 members 
Mstep: Class 10 contains 4154 members 
Mstep: Class 12 contains 3629 members 
Mstep: Class 13 contains 6081 members 
Mstep: Class 14 contains 81037 members 
Mstep: Class 15 contains 7771 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 87528 members 
Mstep: Class 18 contains 15347 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 38774 members 
Mstep: Class 21 contains 5323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689464.000000 Penalty: 42918.753906
Iteration 32Q: 21 clusters Score -4.968946e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 34504 members 
Mstep: Class 4 contains 39954 members 
Mstep: Class 5 contains 20893 members 
Mstep: Class 6 contains 50054 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 17792 members 
Mstep: Class 9 contains 8191 members 
Mstep: Class 10 contains 4171 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 6069 members 
Mstep: Class 14 contains 81049 members 
Mstep: Class 15 contains 7768 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 87588 members 
Mstep: Class 18 contains 15233 members 
Mstep: Class 19 contains 86240 members 
Mstep: Class 20 contains 38792 members 
Mstep: Class 21 contains 5318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689296.000000 Penalty: 42918.753906
Iteration 33Q: 21 clusters Score -4.96893e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 34470 members 
Mstep: Class 4 contains 39695 members 
Mstep: Class 5 contains 20823 members 
Mstep: Class 6 contains 50435 members 
Mstep: Class 7 contains 24063 members 
Mstep: Class 8 contains 17818 members 
Mstep: Class 9 contains 8178 members 
Mstep: Class 10 contains 4198 members 
Mstep: Class 12 contains 3636 members 
Mstep: Class 13 contains 6057 members 
Mstep: Class 14 contains 81054 members 
Mstep: Class 15 contains 7770 members 
Mstep: Class 16 contains 7925 members 
Mstep: Class 17 contains 87607 members 
Mstep: Class 18 contains 15136 members 
Mstep: Class 19 contains 86295 members 
Mstep: Class 20 contains 38800 members 
Mstep: Class 21 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689356.000000 Penalty: 42918.753906
Iteration 34Q: 21 clusters Score -4.968936e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 34445 members 
Mstep: Class 4 contains 39460 members 
Mstep: Class 5 contains 20765 members 
Mstep: Class 6 contains 50793 members 
Mstep: Class 7 contains 24003 members 
Mstep: Class 8 contains 17833 members 
Mstep: Class 9 contains 8174 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 12 contains 3637 members 
Mstep: Class 13 contains 6049 members 
Mstep: Class 14 contains 81046 members 
Mstep: Class 15 contains 7770 members 
Mstep: Class 16 contains 8064 members 
Mstep: Class 17 contains 87641 members 
Mstep: Class 18 contains 15023 members 
Mstep: Class 19 contains 86338 members 
Mstep: Class 20 contains 38785 members 
Mstep: Class 21 contains 5328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689640.000000 Penalty: 42918.753906
Iteration 35Q: 21 clusters Score -4.968964e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 34436 members 
Mstep: Class 4 contains 39221 members 
Mstep: Class 5 contains 20714 members 
Mstep: Class 6 contains 51121 members 
Mstep: Class 7 contains 23916 members 
Mstep: Class 8 contains 17855 members 
Mstep: Class 9 contains 8173 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 12 contains 3642 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 81046 members 
Mstep: Class 15 contains 7767 members 
Mstep: Class 16 contains 8211 members 
Mstep: Class 17 contains 87684 members 
Mstep: Class 18 contains 14898 members 
Mstep: Class 19 contains 86376 members 
Mstep: Class 20 contains 38793 members 
Mstep: Class 21 contains 5341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49689720.000000 Penalty: 42918.753906
Iteration 36Q: 21 clusters Score -4.968972e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1354 members 
Mstep: Class 3 contains 34435 members 
Mstep: Class 4 contains 39031 members 
Mstep: Class 5 contains 20674 members 
Mstep: Class 6 contains 51364 members 
Mstep: Class 7 contains 23848 members 
Mstep: Class 8 contains 17869 members 
Mstep: Class 9 contains 8166 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 12 contains 3645 members 
Mstep: Class 13 contains 6033 members 
Mstep: Class 14 contains 81058 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 8399 members 
Mstep: Class 17 contains 87677 members 
Mstep: Class 18 contains 14770 members 
Mstep: Class 19 contains 86417 members 
Mstep: Class 20 contains 38791 members 
Mstep: Class 21 contains 5350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49690192.000000 Penalty: 42918.753906
Iteration 37Q: 21 clusters Score -4.969019e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 34437 members 
Mstep: Class 4 contains 38837 members 
Mstep: Class 5 contains 20635 members 
Mstep: Class 6 contains 51593 members 
Mstep: Class 7 contains 23784 members 
Mstep: Class 8 contains 17884 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 10 contains 4278 members 
Mstep: Class 12 contains 3643 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 81067 members 
Mstep: Class 15 contains 7751 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 87689 members 
Mstep: Class 18 contains 14619 members 
Mstep: Class 19 contains 86471 members 
Mstep: Class 20 contains 38793 members 
Mstep: Class 21 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49690240.000000 Penalty: 42918.753906
Iteration 38Q: 21 clusters Score -4.969024e+07 nChanged 1443
Entering ConstructFrom: 
Score: -49690240.000000 Penalty: 42918.753906
Entering ConstructFrom: 
Trying to split cluster 1 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -231140.078125 Penalty: 1269.182373
	Iteration 0F: 2 clusters Score -231140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -228770.328125 Penalty: 2538.364746
	Iteration 0F: 3 clusters Score -228770.3 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -229325.203125 Penalty: 2538.364746
	Iteration 1F: 3 clusters Score -229325.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -229458.328125 Penalty: 2538.364746
	Iteration 2F: 3 clusters Score -229458.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -229532.937500 Penalty: 2538.364746
	Iteration 3Q: 3 clusters Score -229532.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -229578.187500 Penalty: 2538.364746
	Iteration 4Q: 3 clusters Score -229578.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -229623.578125 Penalty: 2538.364746
	Iteration 5Q: 3 clusters Score -229623.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -229650.109375 Penalty: 2538.364746
	Iteration 6Q: 3 clusters Score -229650.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -229668.250000 Penalty: 2538.364746
	Iteration 7Q: 3 clusters Score -229668.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -229685.968750 Penalty: 2538.364746
	Iteration 8Q: 3 clusters Score -229686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -229706.562500 Penalty: 2538.364746
	Iteration 9Q: 3 clusters Score -229706.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -229722.937500 Penalty: 2538.364746
	Iteration 10Q: 3 clusters Score -229722.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -229735.046875 Penalty: 2538.364746
	Iteration 11Q: 3 clusters Score -229735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -229744.250000 Penalty: 2538.364746
	Iteration 12Q: 3 clusters Score -229744.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -229754.203125 Penalty: 2538.364746
	Iteration 13Q: 3 clusters Score -229754.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -229764.281250 Penalty: 2538.364746
	Iteration 14Q: 3 clusters Score -229764.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -229771.859375 Penalty: 2538.364746
	Iteration 15Q: 3 clusters Score -229771.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -229776.578125 Penalty: 2538.364746
	Iteration 16Q: 3 clusters Score -229776.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -229781.890625 Penalty: 2538.364746
	Iteration 17Q: 3 clusters Score -229781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -229787.000000 Penalty: 2538.364746
	Iteration 18Q: 3 clusters Score -229787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -229790.281250 Penalty: 2538.364746
	Iteration 19Q: 3 clusters Score -229790.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -229794.812500 Penalty: 2538.364746
	Iteration 20F: 3 clusters Score -229794.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -229797.906250 Penalty: 2538.364746
	Iteration 21Q: 3 clusters Score -229797.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -229801.625000 Penalty: 2538.364746
	Iteration 22Q: 3 clusters Score -229801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -229803.671875 Penalty: 2538.364746
	Iteration 23Q: 3 clusters Score -229803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -229807.625000 Penalty: 2538.364746
	Iteration 24Q: 3 clusters Score -229807.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -229813.171875 Penalty: 2538.364746
	Iteration 25Q: 3 clusters Score -229813.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -229819.343750 Penalty: 2538.364746
	Iteration 26Q: 3 clusters Score -229819.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -229824.843750 Penalty: 2538.364746
	Iteration 27Q: 3 clusters Score -229824.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -229831.421875 Penalty: 2538.364746
	Iteration 28Q: 3 clusters Score -229831.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -229836.859375 Penalty: 2538.364746
	Iteration 29Q: 3 clusters Score -229836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -229845.000000 Penalty: 2538.364746
	Iteration 30Q: 3 clusters Score -229845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -229853.515625 Penalty: 2538.364746
	Iteration 31Q: 3 clusters Score -229853.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -229858.062500 Penalty: 2538.364746
	Iteration 32Q: 3 clusters Score -229858.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -229864.812500 Penalty: 2538.364746
	Iteration 33Q: 3 clusters Score -229864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -229869.000000 Penalty: 2538.364746
	Iteration 34Q: 3 clusters Score -229869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -229872.265625 Penalty: 2538.364746
	Iteration 35Q: 3 clusters Score -229872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -229874.812500 Penalty: 2538.364746
	Iteration 36Q: 3 clusters Score -229874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -229876.187500 Penalty: 2538.364746
	Iteration 37Q: 3 clusters Score -229876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -229877.156250 Penalty: 2538.364746
	Iteration 38Q: 3 clusters Score -229877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -229877.937500 Penalty: 2538.364746
	Iteration 39Q: 3 clusters Score -229877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -229880.078125 Penalty: 2538.364746
	Iteration 40F: 3 clusters Score -229880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -229883.156250 Penalty: 2538.364746
	Iteration 41Q: 3 clusters Score -229883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -229888.437500 Penalty: 2538.364746
	Iteration 42Q: 3 clusters Score -229888.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -229894.750000 Penalty: 2538.364746
	Iteration 43Q: 3 clusters Score -229894.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -229899.859375 Penalty: 2538.364746
	Iteration 44Q: 3 clusters Score -229899.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -229906.328125 Penalty: 2538.364746
	Iteration 45Q: 3 clusters Score -229906.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -229914.406250 Penalty: 2538.364746
	Iteration 46Q: 3 clusters Score -229914.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -229920.703125 Penalty: 2538.364746
	Iteration 47Q: 3 clusters Score -229920.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -229927.468750 Penalty: 2538.364746
	Iteration 48Q: 3 clusters Score -229927.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -229932.406250 Penalty: 2538.364746
	Iteration 49Q: 3 clusters Score -229932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -229937.625000 Penalty: 2538.364746
	Iteration 50Q: 3 clusters Score -229937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -229941.468750 Penalty: 2538.364746
	Iteration 51Q: 3 clusters Score -229941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -229944.875000 Penalty: 2538.364746
	Iteration 52Q: 3 clusters Score -229944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -229947.890625 Penalty: 2538.364746
	Iteration 53Q: 3 clusters Score -229947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -229949.953125 Penalty: 2538.364746
	Iteration 54Q: 3 clusters Score -229950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -229950.609375 Penalty: 2538.364746
	Iteration 55Q: 3 clusters Score -229950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -229952.515625 Penalty: 2538.364746
	Iteration 56Q: 3 clusters Score -229952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -229953.796875 Penalty: 2538.364746
	Iteration 57Q: 3 clusters Score -229953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -229954.656250 Penalty: 2538.364746
	Iteration 58Q: 3 clusters Score -229954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -229955.734375 Penalty: 2538.364746
	Iteration 59Q: 3 clusters Score -229955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -229956.046875 Penalty: 2538.364746
	Iteration 60F: 3 clusters Score -229956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -229956.046875 Penalty: 2538.364746
	Iteration 61Q: 3 clusters Score -229956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -229956.046875 Penalty: 2538.364746
	Iteration 62F: 3 clusters Score -229956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -104793.054688 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -104793.1 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 691 members 
Entering Unmasked Estep 
Score: -103253.757812 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -103253.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -103657.914062 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -103657.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -103792.398438 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -103792.4 nChanged 83
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: -103875.875000 Penalty: 2341.348389
	Iteration 3F: 3 clusters Score -103875.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -103964.953125 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -103965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -104029.289062 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -104029.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -104120.507812 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -104120.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -104245.679688 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -104245.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -104376.695312 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -104376.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -104457.382812 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -104457.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -104541.585938 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -104541.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -104588.632812 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -104588.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104612.468750 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -104612.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104619.367188 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -104619.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104623.523438 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -104623.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104626.812500 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -104626.8 nChanged 3
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: -104630.695312 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -104630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104631.039062 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -104631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -104632.460938 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -104632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -104656.867188 Penalty: 2341.348389
	Iteration 19F: 3 clusters Score -104656.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104700.242188 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -104700.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -104761.695312 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -104761.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -104839.156250 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -104839.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -104878.570312 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -104878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -104897.398438 Penalty: 2341.348389
	Iteration 24Q: 3 clusters Score -104897.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -104904.445312 Penalty: 2341.348389
	Iteration 25Q: 3 clusters Score -104904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -104907.742188 Penalty: 2341.348389
	Iteration 26Q: 3 clusters Score -104907.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -104909.210938 Penalty: 2341.348389
	Iteration 27Q: 3 clusters Score -104909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -104911.335938 Penalty: 2341.348389
	Iteration 28Q: 3 clusters Score -104911.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -104911.335938 Penalty: 2341.348389
	Iteration 29F: 3 clusters Score -104911.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 34422 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 20594 members 
Mstep: Class 6 contains 51809 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 17910 members 
Mstep: Class 9 contains 8155 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Entering Unmasked Estep 
Score: -49689484.000000 Penalty: 45064.691406
Splitting cluster 2 changes total score from -49690240.000000 to -49689484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (34422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Entering Unmasked Estep 
Score: -3197678.750000 Penalty: 1697.548340
	Iteration 0F: 2 clusters Score -3197679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3174985.500000 Penalty: 3395.096680
	Iteration 0F: 3 clusters Score -3174986 nChanged 16018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3185083.000000 Penalty: 3395.096680
	Iteration 1F: 3 clusters Score -3185083 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3187263.750000 Penalty: 3395.096680
	Iteration 2F: 3 clusters Score -3187264 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3190285.500000 Penalty: 3395.096680
	Iteration 3F: 3 clusters Score -3190286 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3193067.750000 Penalty: 3395.096680
	Iteration 4F: 3 clusters Score -3193068 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3195378.000000 Penalty: 3395.096680
	Iteration 5F: 3 clusters Score -3195378 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3197266.000000 Penalty: 3395.096680
	Iteration 6F: 3 clusters Score -3197266 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3198532.000000 Penalty: 3395.096680
	Iteration 7Q: 3 clusters Score -3198532 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3199400.750000 Penalty: 3395.096680
	Iteration 8Q: 3 clusters Score -3199401 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3199927.250000 Penalty: 3395.096680
	Iteration 9Q: 3 clusters Score -3199927 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3200293.000000 Penalty: 3395.096680
	Iteration 10Q: 3 clusters Score -3200293 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3200576.250000 Penalty: 3395.096680
	Iteration 11Q: 3 clusters Score -3200576 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3200765.000000 Penalty: 3395.096680
	Iteration 12Q: 3 clusters Score -3200765 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3200923.500000 Penalty: 3395.096680
	Iteration 13Q: 3 clusters Score -3200924 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3201068.250000 Penalty: 3395.096680
	Iteration 14Q: 3 clusters Score -3201068 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3201208.000000 Penalty: 3395.096680
	Iteration 15Q: 3 clusters Score -3201208 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3201318.750000 Penalty: 3395.096680
	Iteration 16Q: 3 clusters Score -3201319 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3201412.750000 Penalty: 3395.096680
	Iteration 17Q: 3 clusters Score -3201413 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3201501.250000 Penalty: 3395.096680
	Iteration 18Q: 3 clusters Score -3201501 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3201559.000000 Penalty: 3395.096680
	Iteration 19Q: 3 clusters Score -3201559 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3201599.500000 Penalty: 3395.096680
	Iteration 20F: 3 clusters Score -3201600 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3201622.000000 Penalty: 3395.096680
	Iteration 21Q: 3 clusters Score -3201622 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3201646.250000 Penalty: 3395.096680
	Iteration 22Q: 3 clusters Score -3201646 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3201646.500000 Penalty: 3395.096680
	Iteration 23Q: 3 clusters Score -3201646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3201655.250000 Penalty: 3395.096680
	Iteration 24Q: 3 clusters Score -3201655 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3201664.000000 Penalty: 3395.096680
	Iteration 25Q: 3 clusters Score -3201664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3201660.250000 Penalty: 3395.096680
	Iteration 26Q: 3 clusters Score -3201660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3201672.500000 Penalty: 3395.096680
	Iteration 27Q: 3 clusters Score -3201672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3201675.250000 Penalty: 3395.096680
	Iteration 28Q: 3 clusters Score -3201675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3201684.500000 Penalty: 3395.096680
	Iteration 29Q: 3 clusters Score -3201684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3201691.000000 Penalty: 3395.096680
	Iteration 30Q: 3 clusters Score -3201691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3201694.750000 Penalty: 3395.096680
	Iteration 31Q: 3 clusters Score -3201695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3201696.750000 Penalty: 3395.096680
	Iteration 32Q: 3 clusters Score -3201697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3201700.000000 Penalty: 3395.096680
	Iteration 33Q: 3 clusters Score -3201700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3201696.500000 Penalty: 3395.096680
	Iteration 34Q: 3 clusters Score -3201696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3201696.500000 Penalty: 3395.096680
	Iteration 35Q: 3 clusters Score -3201696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3201694.250000 Penalty: 3395.096680
	Iteration 36Q: 3 clusters Score -3201694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3201695.250000 Penalty: 3395.096680
	Iteration 37Q: 3 clusters Score -3201695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3201701.500000 Penalty: 3395.096680
	Iteration 38Q: 3 clusters Score -3201702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3201705.750000 Penalty: 3395.096680
	Iteration 39Q: 3 clusters Score -3201706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3201707.500000 Penalty: 3395.096680
	Iteration 40F: 3 clusters Score -3201708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3201712.000000 Penalty: 3395.096680
	Iteration 41Q: 3 clusters Score -3201712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3201704.000000 Penalty: 3395.096680
	Iteration 42Q: 3 clusters Score -3201704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3201705.750000 Penalty: 3395.096680
	Iteration 43Q: 3 clusters Score -3201706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3201710.500000 Penalty: 3395.096680
	Iteration 44Q: 3 clusters Score -3201710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3201711.750000 Penalty: 3395.096680
	Iteration 45Q: 3 clusters Score -3201712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3201703.500000 Penalty: 3395.096680
	Iteration 46Q: 3 clusters Score -3201704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3201708.500000 Penalty: 3395.096680
	Iteration 47Q: 3 clusters Score -3201708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3201708.000000 Penalty: 3395.096680
	Iteration 48Q: 3 clusters Score -3201708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3201705.750000 Penalty: 3395.096680
	Iteration 49Q: 3 clusters Score -3201706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3201710.000000 Penalty: 3395.096680
	Iteration 50Q: 3 clusters Score -3201710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3201707.250000 Penalty: 3395.096680
	Iteration 51Q: 3 clusters Score -3201707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3201707.750000 Penalty: 3395.096680
	Iteration 52Q: 3 clusters Score -3201708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3201708.750000 Penalty: 3395.096680
	Iteration 53Q: 3 clusters Score -3201709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3201703.250000 Penalty: 3395.096680
	Iteration 54Q: 3 clusters Score -3201703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3201702.000000 Penalty: 3395.096680
	Iteration 55Q: 3 clusters Score -3201702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3201702.500000 Penalty: 3395.096680
	Iteration 56Q: 3 clusters Score -3201702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3201705.000000 Penalty: 3395.096680
	Iteration 57Q: 3 clusters Score -3201705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3201707.500000 Penalty: 3395.096680
	Iteration 58Q: 3 clusters Score -3201708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3201709.750000 Penalty: 3395.096680
	Iteration 59Q: 3 clusters Score -3201710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3201708.750000 Penalty: 3395.096680
	Iteration 60F: 3 clusters Score -3201709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3201716.000000 Penalty: 3395.096680
	Iteration 61Q: 3 clusters Score -3201716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3201711.750000 Penalty: 3395.096680
	Iteration 62Q: 3 clusters Score -3201712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3201705.000000 Penalty: 3395.096680
	Iteration 63Q: 3 clusters Score -3201705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3201710.000000 Penalty: 3395.096680
	Iteration 64Q: 3 clusters Score -3201710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3201712.250000 Penalty: 3395.096680
	Iteration 65Q: 3 clusters Score -3201712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3201714.000000 Penalty: 3395.096680
	Iteration 66Q: 3 clusters Score -3201714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3201714.250000 Penalty: 3395.096680
	Iteration 67Q: 3 clusters Score -3201714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3201712.000000 Penalty: 3395.096680
	Iteration 68Q: 3 clusters Score -3201712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3201706.000000 Penalty: 3395.096680
	Iteration 69Q: 3 clusters Score -3201706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3201716.750000 Penalty: 3395.096680
	Iteration 70Q: 3 clusters Score -3201717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3201718.750000 Penalty: 3395.096680
	Iteration 71Q: 3 clusters Score -3201719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3201717.250000 Penalty: 3395.096680
	Iteration 72Q: 3 clusters Score -3201717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3201719.750000 Penalty: 3395.096680
	Iteration 73Q: 3 clusters Score -3201720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3201719.250000 Penalty: 3395.096680
	Iteration 74Q: 3 clusters Score -3201719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3201717.750000 Penalty: 3395.096680
	Iteration 75Q: 3 clusters Score -3201718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3201726.500000 Penalty: 3395.096680
	Iteration 76Q: 3 clusters Score -3201726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3201726.000000 Penalty: 3395.096680
	Iteration 77Q: 3 clusters Score -3201726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3201724.500000 Penalty: 3395.096680
	Iteration 78Q: 3 clusters Score -3201724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3201724.500000 Penalty: 3395.096680
	Iteration 79Q: 3 clusters Score -3201724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3201725.250000 Penalty: 3395.096680
	Iteration 80F: 3 clusters Score -3201725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3201725.500000 Penalty: 3395.096680
	Iteration 81Q: 3 clusters Score -3201726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3201727.250000 Penalty: 3395.096680
	Iteration 82Q: 3 clusters Score -3201727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3201728.250000 Penalty: 3395.096680
	Iteration 83Q: 3 clusters Score -3201728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3201728.000000 Penalty: 3395.096680
	Iteration 84Q: 3 clusters Score -3201728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3201728.000000 Penalty: 3395.096680
	Iteration 85F: 3 clusters Score -3201728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 20594 members 
Mstep: Class 6 contains 51809 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 17910 members 
Mstep: Class 9 contains 8155 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Entering Unmasked Estep 
Score: -49693976.000000 Penalty: 45064.691406
Splitting cluster 3 changes total score from -49690240.000000 to -49693976.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (38667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Entering Unmasked Estep 
Score: -3714524.500000 Penalty: 1716.445557
	Iteration 0F: 2 clusters Score -3714524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3691113.500000 Penalty: 3432.891113
	Iteration 0F: 3 clusters Score -3691114 nChanged 17925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3701401.250000 Penalty: 3432.891113
	Iteration 1F: 3 clusters Score -3701401 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3702521.750000 Penalty: 3432.891113
	Iteration 2F: 3 clusters Score -3702522 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3704156.500000 Penalty: 3432.891113
	Iteration 3F: 3 clusters Score -3704156 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3706294.500000 Penalty: 3432.891113
	Iteration 4F: 3 clusters Score -3706294 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3708767.250000 Penalty: 3432.891113
	Iteration 5F: 3 clusters Score -3708767 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -3710910.000000 Penalty: 3432.891113
	Iteration 6F: 3 clusters Score -3710910 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -3712366.750000 Penalty: 3432.891113
	Iteration 7Q: 3 clusters Score -3712367 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -3712989.250000 Penalty: 3432.891113
	Iteration 8Q: 3 clusters Score -3712989 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -3713278.500000 Penalty: 3432.891113
	Iteration 9Q: 3 clusters Score -3713278 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -3713434.000000 Penalty: 3432.891113
	Iteration 10Q: 3 clusters Score -3713434 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -3713525.250000 Penalty: 3432.891113
	Iteration 11Q: 3 clusters Score -3713525 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -3713574.500000 Penalty: 3432.891113
	Iteration 12Q: 3 clusters Score -3713574 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -3713604.250000 Penalty: 3432.891113
	Iteration 13Q: 3 clusters Score -3713604 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -3713656.250000 Penalty: 3432.891113
	Iteration 14Q: 3 clusters Score -3713656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -3713673.250000 Penalty: 3432.891113
	Iteration 15Q: 3 clusters Score -3713673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -3713675.750000 Penalty: 3432.891113
	Iteration 16Q: 3 clusters Score -3713676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -3713717.750000 Penalty: 3432.891113
	Iteration 17Q: 3 clusters Score -3713718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -3713743.250000 Penalty: 3432.891113
	Iteration 18Q: 3 clusters Score -3713743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3713785.000000 Penalty: 3432.891113
	Iteration 19Q: 3 clusters Score -3713785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -3713809.000000 Penalty: 3432.891113
	Iteration 20F: 3 clusters Score -3713809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -3713829.000000 Penalty: 3432.891113
	Iteration 21Q: 3 clusters Score -3713829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -3713861.000000 Penalty: 3432.891113
	Iteration 22Q: 3 clusters Score -3713861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -3713872.250000 Penalty: 3432.891113
	Iteration 23Q: 3 clusters Score -3713872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -3713886.750000 Penalty: 3432.891113
	Iteration 24Q: 3 clusters Score -3713887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -3713901.750000 Penalty: 3432.891113
	Iteration 25Q: 3 clusters Score -3713902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -3713910.750000 Penalty: 3432.891113
	Iteration 26Q: 3 clusters Score -3713911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -3713913.500000 Penalty: 3432.891113
	Iteration 27Q: 3 clusters Score -3713914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -3713916.500000 Penalty: 3432.891113
	Iteration 28Q: 3 clusters Score -3713916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -3713919.250000 Penalty: 3432.891113
	Iteration 29Q: 3 clusters Score -3713919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -3713945.000000 Penalty: 3432.891113
	Iteration 30Q: 3 clusters Score -3713945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -3713940.750000 Penalty: 3432.891113
	Iteration 31Q: 3 clusters Score -3713941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -3713942.000000 Penalty: 3432.891113
	Iteration 32Q: 3 clusters Score -3713942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -3713959.000000 Penalty: 3432.891113
	Iteration 33Q: 3 clusters Score -3713959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -3713964.000000 Penalty: 3432.891113
	Iteration 34Q: 3 clusters Score -3713964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -3713970.250000 Penalty: 3432.891113
	Iteration 35Q: 3 clusters Score -3713970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -3713982.500000 Penalty: 3432.891113
	Iteration 36Q: 3 clusters Score -3713982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -3713980.500000 Penalty: 3432.891113
	Iteration 37Q: 3 clusters Score -3713980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -3713986.000000 Penalty: 3432.891113
	Iteration 38Q: 3 clusters Score -3713986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -3713988.750000 Penalty: 3432.891113
	Iteration 39Q: 3 clusters Score -3713989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -3713994.750000 Penalty: 3432.891113
	Iteration 40F: 3 clusters Score -3713995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -3713993.750000 Penalty: 3432.891113
	Iteration 41Q: 3 clusters Score -3713994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -3713997.750000 Penalty: 3432.891113
	Iteration 42Q: 3 clusters Score -3713998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -3714006.750000 Penalty: 3432.891113
	Iteration 43Q: 3 clusters Score -3714007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -3714008.500000 Penalty: 3432.891113
	Iteration 44Q: 3 clusters Score -3714008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -3714005.000000 Penalty: 3432.891113
	Iteration 45Q: 3 clusters Score -3714005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -3714008.750000 Penalty: 3432.891113
	Iteration 46Q: 3 clusters Score -3714009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -3714006.000000 Penalty: 3432.891113
	Iteration 47Q: 3 clusters Score -3714006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -3714006.000000 Penalty: 3432.891113
	Iteration 48Q: 3 clusters Score -3714006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -3714004.750000 Penalty: 3432.891113
	Iteration 49Q: 3 clusters Score -3714005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -3714007.500000 Penalty: 3432.891113
	Iteration 50Q: 3 clusters Score -3714008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -3714003.500000 Penalty: 3432.891113
	Iteration 51Q: 3 clusters Score -3714004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -3714006.500000 Penalty: 3432.891113
	Iteration 52Q: 3 clusters Score -3714006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -3714010.000000 Penalty: 3432.891113
	Iteration 53Q: 3 clusters Score -3714010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -3714011.250000 Penalty: 3432.891113
	Iteration 54Q: 3 clusters Score -3714011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3714012.250000 Penalty: 3432.891113
	Iteration 55Q: 3 clusters Score -3714012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3714012.750000 Penalty: 3432.891113
	Iteration 56Q: 3 clusters Score -3714013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -3714011.000000 Penalty: 3432.891113
	Iteration 57Q: 3 clusters Score -3714011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -3714011.000000 Penalty: 3432.891113
	Iteration 58F: 3 clusters Score -3714011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Entering Unmasked Estep 
Score: -1910830.625000 Penalty: 1614.072754
	Iteration 0F: 2 clusters Score -1910831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1896864.000000 Penalty: 3228.145508
	Iteration 0F: 3 clusters Score -1896864 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1902351.250000 Penalty: 3228.145508
	Iteration 1F: 3 clusters Score -1902351 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1903358.750000 Penalty: 3228.145508
	Iteration 2F: 3 clusters Score -1903359 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1904830.750000 Penalty: 3228.145508
	Iteration 3F: 3 clusters Score -1904831 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1906351.125000 Penalty: 3228.145508
	Iteration 4F: 3 clusters Score -1906351 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1907368.750000 Penalty: 3228.145508
	Iteration 5F: 3 clusters Score -1907369 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1907841.000000 Penalty: 3228.145508
	Iteration 6Q: 3 clusters Score -1907841 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1908083.250000 Penalty: 3228.145508
	Iteration 7Q: 3 clusters Score -1908083 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1908277.625000 Penalty: 3228.145508
	Iteration 8Q: 3 clusters Score -1908278 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1908509.750000 Penalty: 3228.145508
	Iteration 9Q: 3 clusters Score -1908510 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1908770.000000 Penalty: 3228.145508
	Iteration 10Q: 3 clusters Score -1908770 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1909036.625000 Penalty: 3228.145508
	Iteration 11Q: 3 clusters Score -1909037 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1909239.125000 Penalty: 3228.145508
	Iteration 12Q: 3 clusters Score -1909239 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1909384.500000 Penalty: 3228.145508
	Iteration 13Q: 3 clusters Score -1909384 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1909474.625000 Penalty: 3228.145508
	Iteration 14Q: 3 clusters Score -1909475 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1909525.875000 Penalty: 3228.145508
	Iteration 15Q: 3 clusters Score -1909526 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1909569.375000 Penalty: 3228.145508
	Iteration 16Q: 3 clusters Score -1909569 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1909602.250000 Penalty: 3228.145508
	Iteration 17Q: 3 clusters Score -1909602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1909609.250000 Penalty: 3228.145508
	Iteration 18Q: 3 clusters Score -1909609 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1909622.250000 Penalty: 3228.145508
	Iteration 19Q: 3 clusters Score -1909622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1909636.625000 Penalty: 3228.145508
	Iteration 20F: 3 clusters Score -1909637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1909641.125000 Penalty: 3228.145508
	Iteration 21Q: 3 clusters Score -1909641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1909658.250000 Penalty: 3228.145508
	Iteration 22Q: 3 clusters Score -1909658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1909664.250000 Penalty: 3228.145508
	Iteration 23Q: 3 clusters Score -1909664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1909661.875000 Penalty: 3228.145508
	Iteration 24Q: 3 clusters Score -1909662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1909676.500000 Penalty: 3228.145508
	Iteration 25Q: 3 clusters Score -1909676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1909680.250000 Penalty: 3228.145508
	Iteration 26Q: 3 clusters Score -1909680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1909696.125000 Penalty: 3228.145508
	Iteration 27Q: 3 clusters Score -1909696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1909702.750000 Penalty: 3228.145508
	Iteration 28Q: 3 clusters Score -1909703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1909707.625000 Penalty: 3228.145508
	Iteration 29Q: 3 clusters Score -1909708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1909722.375000 Penalty: 3228.145508
	Iteration 30Q: 3 clusters Score -1909722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1909727.875000 Penalty: 3228.145508
	Iteration 31Q: 3 clusters Score -1909728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1909736.875000 Penalty: 3228.145508
	Iteration 32Q: 3 clusters Score -1909737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1909750.000000 Penalty: 3228.145508
	Iteration 33Q: 3 clusters Score -1909750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1909753.750000 Penalty: 3228.145508
	Iteration 34Q: 3 clusters Score -1909754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1909755.125000 Penalty: 3228.145508
	Iteration 35Q: 3 clusters Score -1909755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1909759.125000 Penalty: 3228.145508
	Iteration 36Q: 3 clusters Score -1909759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1909772.625000 Penalty: 3228.145508
	Iteration 37Q: 3 clusters Score -1909773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1909790.250000 Penalty: 3228.145508
	Iteration 38Q: 3 clusters Score -1909790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1909807.375000 Penalty: 3228.145508
	Iteration 39Q: 3 clusters Score -1909807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1909814.125000 Penalty: 3228.145508
	Iteration 40F: 3 clusters Score -1909814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1909828.375000 Penalty: 3228.145508
	Iteration 41Q: 3 clusters Score -1909828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1909834.625000 Penalty: 3228.145508
	Iteration 42Q: 3 clusters Score -1909835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1909851.250000 Penalty: 3228.145508
	Iteration 43Q: 3 clusters Score -1909851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1909868.500000 Penalty: 3228.145508
	Iteration 44Q: 3 clusters Score -1909868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1909873.250000 Penalty: 3228.145508
	Iteration 45Q: 3 clusters Score -1909873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1909900.500000 Penalty: 3228.145508
	Iteration 46Q: 3 clusters Score -1909900 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1909929.625000 Penalty: 3228.145508
	Iteration 47Q: 3 clusters Score -1909930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1909954.500000 Penalty: 3228.145508
	Iteration 48Q: 3 clusters Score -1909954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1909990.500000 Penalty: 3228.145508
	Iteration 49Q: 3 clusters Score -1909990 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1910044.500000 Penalty: 3228.145508
	Iteration 50Q: 3 clusters Score -1910044 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1910111.125000 Penalty: 3228.145508
	Iteration 51Q: 3 clusters Score -1910111 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1910199.875000 Penalty: 3228.145508
	Iteration 52Q: 3 clusters Score -1910200 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1910339.125000 Penalty: 3228.145508
	Iteration 53Q: 3 clusters Score -1910339 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1910492.375000 Penalty: 3228.145508
	Iteration 54Q: 3 clusters Score -1910492 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1910632.750000 Penalty: 3228.145508
	Iteration 55Q: 3 clusters Score -1910633 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1910728.000000 Penalty: 3228.145508
	Iteration 56Q: 3 clusters Score -1910728 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1910796.000000 Penalty: 3228.145508
	Iteration 57Q: 3 clusters Score -1910796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1910858.875000 Penalty: 3228.145508
	Iteration 58Q: 3 clusters Score -1910859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1910895.625000 Penalty: 3228.145508
	Iteration 59Q: 3 clusters Score -1910896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1910925.625000 Penalty: 3228.145508
	Iteration 60F: 3 clusters Score -1910926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1910954.000000 Penalty: 3228.145508
	Iteration 61Q: 3 clusters Score -1910954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1910969.375000 Penalty: 3228.145508
	Iteration 62Q: 3 clusters Score -1910969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1910979.750000 Penalty: 3228.145508
	Iteration 63Q: 3 clusters Score -1910980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1910988.750000 Penalty: 3228.145508
	Iteration 64Q: 3 clusters Score -1910989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1910996.500000 Penalty: 3228.145508
	Iteration 65Q: 3 clusters Score -1910996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1910998.625000 Penalty: 3228.145508
	Iteration 66Q: 3 clusters Score -1910999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1911000.125000 Penalty: 3228.145508
	Iteration 67Q: 3 clusters Score -1911000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1911005.375000 Penalty: 3228.145508
	Iteration 68Q: 3 clusters Score -1911005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1911008.250000 Penalty: 3228.145508
	Iteration 69Q: 3 clusters Score -1911008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1911008.250000 Penalty: 3228.145508
	Iteration 70Q: 3 clusters Score -1911008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1911009.000000 Penalty: 3228.145508
	Iteration 71Q: 3 clusters Score -1911009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1911005.000000 Penalty: 3228.145508
	Iteration 72Q: 3 clusters Score -1911005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1911009.875000 Penalty: 3228.145508
	Iteration 73Q: 3 clusters Score -1911010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1911007.250000 Penalty: 3228.145508
	Iteration 74Q: 3 clusters Score -1911007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1911005.125000 Penalty: 3228.145508
	Iteration 75Q: 3 clusters Score -1911005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1911007.125000 Penalty: 3228.145508
	Iteration 76Q: 3 clusters Score -1911007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1911007.125000 Penalty: 3228.145508
	Iteration 77F: 3 clusters Score -1911007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 51809 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 17910 members 
Mstep: Class 9 contains 8155 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Entering Unmasked Estep 
Score: -49693644.000000 Penalty: 47210.628906
Splitting cluster 5 changes total score from -49690240.000000 to -49693644.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (51809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Entering Unmasked Estep 
Score: -4959044.000000 Penalty: 1763.989380
	Iteration 0F: 2 clusters Score -4959044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4934521.000000 Penalty: 3527.978760
	Iteration 0F: 3 clusters Score -4934521 nChanged 24386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -4948578.500000 Penalty: 3527.978760
	Iteration 1F: 3 clusters Score -4948578 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4949327.000000 Penalty: 3527.978760
	Iteration 2Q: 3 clusters Score -4949327 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4950267.000000 Penalty: 3527.978760
	Iteration 3Q: 3 clusters Score -4950267 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4951457.500000 Penalty: 3527.978760
	Iteration 4Q: 3 clusters Score -4951458 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4953137.000000 Penalty: 3527.978760
	Iteration 5F: 3 clusters Score -4953137 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4955274.500000 Penalty: 3527.978760
	Iteration 6F: 3 clusters Score -4955274 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4957463.000000 Penalty: 3527.978760
	Iteration 7F: 3 clusters Score -4957463 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4958890.000000 Penalty: 3527.978760
	Iteration 8F: 3 clusters Score -4958890 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4959566.000000 Penalty: 3527.978760
	Iteration 9Q: 3 clusters Score -4959566 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4959866.500000 Penalty: 3527.978760
	Iteration 10Q: 3 clusters Score -4959866 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4960029.000000 Penalty: 3527.978760
	Iteration 11Q: 3 clusters Score -4960029 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4960127.500000 Penalty: 3527.978760
	Iteration 12Q: 3 clusters Score -4960128 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4960241.500000 Penalty: 3527.978760
	Iteration 13Q: 3 clusters Score -4960242 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4960294.500000 Penalty: 3527.978760
	Iteration 14Q: 3 clusters Score -4960294 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4960373.500000 Penalty: 3527.978760
	Iteration 15Q: 3 clusters Score -4960374 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -4960392.000000 Penalty: 3527.978760
	Iteration 16Q: 3 clusters Score -4960392 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4960463.500000 Penalty: 3527.978760
	Iteration 17Q: 3 clusters Score -4960464 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -4960504.500000 Penalty: 3527.978760
	Iteration 18Q: 3 clusters Score -4960504 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4960543.500000 Penalty: 3527.978760
	Iteration 19Q: 3 clusters Score -4960544 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4960543.500000 Penalty: 3527.978760
	Iteration 20F: 3 clusters Score -4960544 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4960570.000000 Penalty: 3527.978760
	Iteration 21Q: 3 clusters Score -4960570 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -4960606.000000 Penalty: 3527.978760
	Iteration 22Q: 3 clusters Score -4960606 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4960642.500000 Penalty: 3527.978760
	Iteration 23Q: 3 clusters Score -4960642 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4960684.000000 Penalty: 3527.978760
	Iteration 24Q: 3 clusters Score -4960684 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4960706.000000 Penalty: 3527.978760
	Iteration 25Q: 3 clusters Score -4960706 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -4960726.500000 Penalty: 3527.978760
	Iteration 26Q: 3 clusters Score -4960726 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -4960730.000000 Penalty: 3527.978760
	Iteration 27Q: 3 clusters Score -4960730 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4960746.000000 Penalty: 3527.978760
	Iteration 28Q: 3 clusters Score -4960746 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4960765.500000 Penalty: 3527.978760
	Iteration 29Q: 3 clusters Score -4960766 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4960812.500000 Penalty: 3527.978760
	Iteration 30Q: 3 clusters Score -4960812 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -4960827.000000 Penalty: 3527.978760
	Iteration 31Q: 3 clusters Score -4960827 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -4960819.000000 Penalty: 3527.978760
	Iteration 32Q: 3 clusters Score -4960819 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4960866.000000 Penalty: 3527.978760
	Iteration 33Q: 3 clusters Score -4960866 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -4960873.500000 Penalty: 3527.978760
	Iteration 34Q: 3 clusters Score -4960874 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -4960895.000000 Penalty: 3527.978760
	Iteration 35Q: 3 clusters Score -4960895 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -4960905.000000 Penalty: 3527.978760
	Iteration 36Q: 3 clusters Score -4960905 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4960930.500000 Penalty: 3527.978760
	Iteration 37Q: 3 clusters Score -4960930 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4960953.500000 Penalty: 3527.978760
	Iteration 38Q: 3 clusters Score -4960954 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -4961006.000000 Penalty: 3527.978760
	Iteration 39Q: 3 clusters Score -4961006 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -4961014.500000 Penalty: 3527.978760
	Iteration 40F: 3 clusters Score -4961014 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -4961026.000000 Penalty: 3527.978760
	Iteration 41Q: 3 clusters Score -4961026 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -4961059.500000 Penalty: 3527.978760
	Iteration 42Q: 3 clusters Score -4961060 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -4961077.000000 Penalty: 3527.978760
	Iteration 43Q: 3 clusters Score -4961077 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4961085.000000 Penalty: 3527.978760
	Iteration 44Q: 3 clusters Score -4961085 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4961133.000000 Penalty: 3527.978760
	Iteration 45Q: 3 clusters Score -4961133 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -4961153.500000 Penalty: 3527.978760
	Iteration 46Q: 3 clusters Score -4961154 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4961183.000000 Penalty: 3527.978760
	Iteration 47Q: 3 clusters Score -4961183 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4961177.500000 Penalty: 3527.978760
	Iteration 48Q: 3 clusters Score -4961178 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4961175.000000 Penalty: 3527.978760
	Iteration 49Q: 3 clusters Score -4961175 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4961185.500000 Penalty: 3527.978760
	Iteration 50Q: 3 clusters Score -4961186 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4961175.000000 Penalty: 3527.978760
	Iteration 51Q: 3 clusters Score -4961175 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4961168.500000 Penalty: 3527.978760
	Iteration 52Q: 3 clusters Score -4961168 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4961185.000000 Penalty: 3527.978760
	Iteration 53Q: 3 clusters Score -4961185 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4961195.000000 Penalty: 3527.978760
	Iteration 54Q: 3 clusters Score -4961195 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4961198.500000 Penalty: 3527.978760
	Iteration 55Q: 3 clusters Score -4961198 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4961207.000000 Penalty: 3527.978760
	Iteration 56Q: 3 clusters Score -4961207 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4961200.500000 Penalty: 3527.978760
	Iteration 57Q: 3 clusters Score -4961200 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4961170.500000 Penalty: 3527.978760
	Iteration 58Q: 3 clusters Score -4961170 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4961166.000000 Penalty: 3527.978760
	Iteration 59Q: 3 clusters Score -4961166 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4961136.500000 Penalty: 3527.978760
	Iteration 60F: 3 clusters Score -4961136 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4961140.500000 Penalty: 3527.978760
	Iteration 61Q: 3 clusters Score -4961140 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4961122.500000 Penalty: 3527.978760
	Iteration 62Q: 3 clusters Score -4961122 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4961116.000000 Penalty: 3527.978760
	Iteration 63Q: 3 clusters Score -4961116 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4961100.500000 Penalty: 3527.978760
	Iteration 64Q: 3 clusters Score -4961100 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4961086.500000 Penalty: 3527.978760
	Iteration 65Q: 3 clusters Score -4961086 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4961047.500000 Penalty: 3527.978760
	Iteration 66Q: 3 clusters Score -4961048 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4961029.500000 Penalty: 3527.978760
	Iteration 67Q: 3 clusters Score -4961030 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4960997.500000 Penalty: 3527.978760
	Iteration 68Q: 3 clusters Score -4960998 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4960954.500000 Penalty: 3527.978760
	Iteration 69Q: 3 clusters Score -4960954 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -4960939.000000 Penalty: 3527.978760
	Iteration 70Q: 3 clusters Score -4960939 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4960933.500000 Penalty: 3527.978760
	Iteration 71Q: 3 clusters Score -4960934 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4960920.500000 Penalty: 3527.978760
	Iteration 72Q: 3 clusters Score -4960920 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4960897.500000 Penalty: 3527.978760
	Iteration 73Q: 3 clusters Score -4960898 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4960897.500000 Penalty: 3527.978760
	Iteration 74Q: 3 clusters Score -4960898 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4960899.500000 Penalty: 3527.978760
	Iteration 75Q: 3 clusters Score -4960900 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4960875.500000 Penalty: 3527.978760
	Iteration 76Q: 3 clusters Score -4960876 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4960858.000000 Penalty: 3527.978760
	Iteration 77Q: 3 clusters Score -4960858 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4960900.000000 Penalty: 3527.978760
	Iteration 78Q: 3 clusters Score -4960900 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4960926.500000 Penalty: 3527.978760
	Iteration 79Q: 3 clusters Score -4960926 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4960984.000000 Penalty: 3527.978760
	Iteration 80F: 3 clusters Score -4960984 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -4961108.500000 Penalty: 3527.978760
	Iteration 81Q: 3 clusters Score -4961108 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4961216.000000 Penalty: 3527.978760
	Iteration 82Q: 3 clusters Score -4961216 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4961377.000000 Penalty: 3527.978760
	Iteration 83Q: 3 clusters Score -4961377 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -4961527.500000 Penalty: 3527.978760
	Iteration 84Q: 3 clusters Score -4961528 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -4961756.000000 Penalty: 3527.978760
	Iteration 85Q: 3 clusters Score -4961756 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4961978.000000 Penalty: 3527.978760
	Iteration 86Q: 3 clusters Score -4961978 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -4962215.000000 Penalty: 3527.978760
	Iteration 87Q: 3 clusters Score -4962215 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4962511.500000 Penalty: 3527.978760
	Iteration 88Q: 3 clusters Score -4962512 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -4962762.500000 Penalty: 3527.978760
	Iteration 89Q: 3 clusters Score -4962762 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4963037.000000 Penalty: 3527.978760
	Iteration 90Q: 3 clusters Score -4963037 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4963215.500000 Penalty: 3527.978760
	Iteration 91Q: 3 clusters Score -4963216 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4963373.000000 Penalty: 3527.978760
	Iteration 92Q: 3 clusters Score -4963373 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -4963457.000000 Penalty: 3527.978760
	Iteration 93Q: 3 clusters Score -4963457 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4963500.500000 Penalty: 3527.978760
	Iteration 94Q: 3 clusters Score -4963500 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4963457.500000 Penalty: 3527.978760
	Iteration 95Q: 3 clusters Score -4963458 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4963334.000000 Penalty: 3527.978760
	Iteration 96Q: 3 clusters Score -4963334 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4963229.500000 Penalty: 3527.978760
	Iteration 97Q: 3 clusters Score -4963230 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4963128.500000 Penalty: 3527.978760
	Iteration 98Q: 3 clusters Score -4963128 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4963076.000000 Penalty: 3527.978760
	Iteration 99Q: 3 clusters Score -4963076 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4963053.500000 Penalty: 3527.978760
	Iteration 100F: 3 clusters Score -4963054 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4963011.000000 Penalty: 3527.978760
	Iteration 101Q: 3 clusters Score -4963011 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4962960.500000 Penalty: 3527.978760
	Iteration 102Q: 3 clusters Score -4962960 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4962907.500000 Penalty: 3527.978760
	Iteration 103Q: 3 clusters Score -4962908 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4962898.000000 Penalty: 3527.978760
	Iteration 104Q: 3 clusters Score -4962898 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4962887.000000 Penalty: 3527.978760
	Iteration 105Q: 3 clusters Score -4962887 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4962851.000000 Penalty: 3527.978760
	Iteration 106Q: 3 clusters Score -4962851 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4962839.500000 Penalty: 3527.978760
	Iteration 107Q: 3 clusters Score -4962840 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4962844.500000 Penalty: 3527.978760
	Iteration 108Q: 3 clusters Score -4962844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -4962838.500000 Penalty: 3527.978760
	Iteration 109Q: 3 clusters Score -4962838 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4962847.000000 Penalty: 3527.978760
	Iteration 110Q: 3 clusters Score -4962847 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4962839.000000 Penalty: 3527.978760
	Iteration 111Q: 3 clusters Score -4962839 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4962836.000000 Penalty: 3527.978760
	Iteration 112Q: 3 clusters Score -4962836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4962849.000000 Penalty: 3527.978760
	Iteration 113Q: 3 clusters Score -4962849 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4962845.000000 Penalty: 3527.978760
	Iteration 114Q: 3 clusters Score -4962845 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4962828.000000 Penalty: 3527.978760
	Iteration 115Q: 3 clusters Score -4962828 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4962824.000000 Penalty: 3527.978760
	Iteration 116Q: 3 clusters Score -4962824 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4962834.000000 Penalty: 3527.978760
	Iteration 117Q: 3 clusters Score -4962834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -4962848.000000 Penalty: 3527.978760
	Iteration 118Q: 3 clusters Score -4962848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4962830.500000 Penalty: 3527.978760
	Iteration 119Q: 3 clusters Score -4962830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4962823.000000 Penalty: 3527.978760
	Iteration 120F: 3 clusters Score -4962823 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4962818.500000 Penalty: 3527.978760
	Iteration 121Q: 3 clusters Score -4962818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4962803.000000 Penalty: 3527.978760
	Iteration 122Q: 3 clusters Score -4962803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4962786.000000 Penalty: 3527.978760
	Iteration 123Q: 3 clusters Score -4962786 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4962787.000000 Penalty: 3527.978760
	Iteration 124Q: 3 clusters Score -4962787 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4962781.000000 Penalty: 3527.978760
	Iteration 125Q: 3 clusters Score -4962781 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -4962756.000000 Penalty: 3527.978760
	Iteration 126Q: 3 clusters Score -4962756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4962744.000000 Penalty: 3527.978760
	Iteration 127Q: 3 clusters Score -4962744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -4962728.000000 Penalty: 3527.978760
	Iteration 128Q: 3 clusters Score -4962728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4962713.000000 Penalty: 3527.978760
	Iteration 129Q: 3 clusters Score -4962713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -4962684.000000 Penalty: 3527.978760
	Iteration 130Q: 3 clusters Score -4962684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -4962700.000000 Penalty: 3527.978760
	Iteration 131Q: 3 clusters Score -4962700 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -4962689.000000 Penalty: 3527.978760
	Iteration 132Q: 3 clusters Score -4962689 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -4962688.500000 Penalty: 3527.978760
	Iteration 133Q: 3 clusters Score -4962688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4962660.000000 Penalty: 3527.978760
	Iteration 134Q: 3 clusters Score -4962660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4962673.500000 Penalty: 3527.978760
	Iteration 135Q: 3 clusters Score -4962674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -4962672.500000 Penalty: 3527.978760
	Iteration 136Q: 3 clusters Score -4962672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -4962662.000000 Penalty: 3527.978760
	Iteration 137Q: 3 clusters Score -4962662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4962659.500000 Penalty: 3527.978760
	Iteration 138Q: 3 clusters Score -4962660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4962668.500000 Penalty: 3527.978760
	Iteration 139Q: 3 clusters Score -4962668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4962659.500000 Penalty: 3527.978760
	Iteration 140F: 3 clusters Score -4962660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4962643.500000 Penalty: 3527.978760
	Iteration 141Q: 3 clusters Score -4962644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4962631.000000 Penalty: 3527.978760
	Iteration 142Q: 3 clusters Score -4962631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -4962634.000000 Penalty: 3527.978760
	Iteration 143Q: 3 clusters Score -4962634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4962615.000000 Penalty: 3527.978760
	Iteration 144Q: 3 clusters Score -4962615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4962598.500000 Penalty: 3527.978760
	Iteration 145Q: 3 clusters Score -4962598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4962586.000000 Penalty: 3527.978760
	Iteration 146Q: 3 clusters Score -4962586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4962575.000000 Penalty: 3527.978760
	Iteration 147Q: 3 clusters Score -4962575 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -4962570.000000 Penalty: 3527.978760
	Iteration 148Q: 3 clusters Score -4962570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -4962567.000000 Penalty: 3527.978760
	Iteration 149Q: 3 clusters Score -4962567 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4962558.000000 Penalty: 3527.978760
	Iteration 150Q: 3 clusters Score -4962558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -4962542.500000 Penalty: 3527.978760
	Iteration 151Q: 3 clusters Score -4962542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -4962535.500000 Penalty: 3527.978760
	Iteration 152Q: 3 clusters Score -4962536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4962535.500000 Penalty: 3527.978760
	Iteration 153Q: 3 clusters Score -4962536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4962527.000000 Penalty: 3527.978760
	Iteration 154Q: 3 clusters Score -4962527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4962533.000000 Penalty: 3527.978760
	Iteration 155Q: 3 clusters Score -4962533 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -4962519.000000 Penalty: 3527.978760
	Iteration 156Q: 3 clusters Score -4962519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -4962497.000000 Penalty: 3527.978760
	Iteration 157Q: 3 clusters Score -4962497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4962493.500000 Penalty: 3527.978760
	Iteration 158Q: 3 clusters Score -4962494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4962490.000000 Penalty: 3527.978760
	Iteration 159Q: 3 clusters Score -4962490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4962489.000000 Penalty: 3527.978760
	Iteration 160F: 3 clusters Score -4962489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4962497.000000 Penalty: 3527.978760
	Iteration 161Q: 3 clusters Score -4962497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -4962483.500000 Penalty: 3527.978760
	Iteration 162Q: 3 clusters Score -4962484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -4962473.500000 Penalty: 3527.978760
	Iteration 163Q: 3 clusters Score -4962474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -4962468.500000 Penalty: 3527.978760
	Iteration 164Q: 3 clusters Score -4962468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -4962461.500000 Penalty: 3527.978760
	Iteration 165Q: 3 clusters Score -4962462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -4962463.000000 Penalty: 3527.978760
	Iteration 166Q: 3 clusters Score -4962463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -4962458.000000 Penalty: 3527.978760
	Iteration 167Q: 3 clusters Score -4962458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -4962458.000000 Penalty: 3527.978760
	Iteration 168Q: 3 clusters Score -4962458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4962452.500000 Penalty: 3527.978760
	Iteration 169Q: 3 clusters Score -4962452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4962444.000000 Penalty: 3527.978760
	Iteration 170Q: 3 clusters Score -4962444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -4962444.000000 Penalty: 3527.978760
	Iteration 171Q: 3 clusters Score -4962444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -4962442.500000 Penalty: 3527.978760
	Iteration 172Q: 3 clusters Score -4962442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -4962419.500000 Penalty: 3527.978760
	Iteration 173Q: 3 clusters Score -4962420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4962417.500000 Penalty: 3527.978760
	Iteration 174Q: 3 clusters Score -4962418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -4962410.000000 Penalty: 3527.978760
	Iteration 175Q: 3 clusters Score -4962410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -4962407.000000 Penalty: 3527.978760
	Iteration 176Q: 3 clusters Score -4962407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4962402.000000 Penalty: 3527.978760
	Iteration 177Q: 3 clusters Score -4962402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4962399.000000 Penalty: 3527.978760
	Iteration 178Q: 3 clusters Score -4962399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -4962407.000000 Penalty: 3527.978760
	Iteration 179Q: 3 clusters Score -4962407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4962404.500000 Penalty: 3527.978760
	Iteration 180F: 3 clusters Score -4962404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -4962390.000000 Penalty: 3527.978760
	Iteration 181Q: 3 clusters Score -4962390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -4962382.000000 Penalty: 3527.978760
	Iteration 182Q: 3 clusters Score -4962382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4962386.000000 Penalty: 3527.978760
	Iteration 183Q: 3 clusters Score -4962386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -4962394.500000 Penalty: 3527.978760
	Iteration 184Q: 3 clusters Score -4962394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4962382.000000 Penalty: 3527.978760
	Iteration 185Q: 3 clusters Score -4962382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -4962372.000000 Penalty: 3527.978760
	Iteration 186Q: 3 clusters Score -4962372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4962363.500000 Penalty: 3527.978760
	Iteration 187Q: 3 clusters Score -4962364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -4962356.500000 Penalty: 3527.978760
	Iteration 188Q: 3 clusters Score -4962356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -4962339.000000 Penalty: 3527.978760
	Iteration 189Q: 3 clusters Score -4962339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -4962328.500000 Penalty: 3527.978760
	Iteration 190Q: 3 clusters Score -4962328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -4962318.000000 Penalty: 3527.978760
	Iteration 191Q: 3 clusters Score -4962318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -4962310.500000 Penalty: 3527.978760
	Iteration 192Q: 3 clusters Score -4962310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -4962304.000000 Penalty: 3527.978760
	Iteration 193Q: 3 clusters Score -4962304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -4962286.000000 Penalty: 3527.978760
	Iteration 194Q: 3 clusters Score -4962286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4962283.000000 Penalty: 3527.978760
	Iteration 195Q: 3 clusters Score -4962283 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -4962279.500000 Penalty: 3527.978760
	Iteration 196Q: 3 clusters Score -4962280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4962259.000000 Penalty: 3527.978760
	Iteration 197Q: 3 clusters Score -4962259 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4962264.000000 Penalty: 3527.978760
	Iteration 198Q: 3 clusters Score -4962264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4962236.000000 Penalty: 3527.978760
	Iteration 199Q: 3 clusters Score -4962236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4962217.500000 Penalty: 3527.978760
	Iteration 200F: 3 clusters Score -4962218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -4962224.000000 Penalty: 3527.978760
	Iteration 201Q: 3 clusters Score -4962224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4962198.000000 Penalty: 3527.978760
	Iteration 202Q: 3 clusters Score -4962198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -4962188.500000 Penalty: 3527.978760
	Iteration 203Q: 3 clusters Score -4962188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -4962165.500000 Penalty: 3527.978760
	Iteration 204Q: 3 clusters Score -4962166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -4962164.000000 Penalty: 3527.978760
	Iteration 205Q: 3 clusters Score -4962164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4962155.000000 Penalty: 3527.978760
	Iteration 206Q: 3 clusters Score -4962155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4962165.000000 Penalty: 3527.978760
	Iteration 207Q: 3 clusters Score -4962165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4962154.500000 Penalty: 3527.978760
	Iteration 208Q: 3 clusters Score -4962154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -4962149.000000 Penalty: 3527.978760
	Iteration 209Q: 3 clusters Score -4962149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -4962134.000000 Penalty: 3527.978760
	Iteration 210Q: 3 clusters Score -4962134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -4962126.000000 Penalty: 3527.978760
	Iteration 211Q: 3 clusters Score -4962126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -4962118.500000 Penalty: 3527.978760
	Iteration 212Q: 3 clusters Score -4962118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4962110.500000 Penalty: 3527.978760
	Iteration 213Q: 3 clusters Score -4962110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -4962098.500000 Penalty: 3527.978760
	Iteration 214Q: 3 clusters Score -4962098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -4962097.500000 Penalty: 3527.978760
	Iteration 215Q: 3 clusters Score -4962098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -4962086.500000 Penalty: 3527.978760
	Iteration 216Q: 3 clusters Score -4962086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -4962071.500000 Penalty: 3527.978760
	Iteration 217Q: 3 clusters Score -4962072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -4962072.000000 Penalty: 3527.978760
	Iteration 218Q: 3 clusters Score -4962072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -4962075.500000 Penalty: 3527.978760
	Iteration 219Q: 3 clusters Score -4962076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -4962071.000000 Penalty: 3527.978760
	Iteration 220F: 3 clusters Score -4962071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -4962082.000000 Penalty: 3527.978760
	Iteration 221Q: 3 clusters Score -4962082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -4962064.000000 Penalty: 3527.978760
	Iteration 222Q: 3 clusters Score -4962064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -4962063.000000 Penalty: 3527.978760
	Iteration 223Q: 3 clusters Score -4962063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -4962063.500000 Penalty: 3527.978760
	Iteration 224Q: 3 clusters Score -4962064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -4962049.000000 Penalty: 3527.978760
	Iteration 225Q: 3 clusters Score -4962049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4962047.500000 Penalty: 3527.978760
	Iteration 226Q: 3 clusters Score -4962048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -4962050.500000 Penalty: 3527.978760
	Iteration 227Q: 3 clusters Score -4962050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -4962050.000000 Penalty: 3527.978760
	Iteration 228Q: 3 clusters Score -4962050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4962053.000000 Penalty: 3527.978760
	Iteration 229Q: 3 clusters Score -4962053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -4962045.000000 Penalty: 3527.978760
	Iteration 230Q: 3 clusters Score -4962045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -4962045.000000 Penalty: 3527.978760
	Iteration 231Q: 3 clusters Score -4962045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -4962039.500000 Penalty: 3527.978760
	Iteration 232Q: 3 clusters Score -4962040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -4962029.000000 Penalty: 3527.978760
	Iteration 233Q: 3 clusters Score -4962029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4962018.000000 Penalty: 3527.978760
	Iteration 234Q: 3 clusters Score -4962018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -4962029.000000 Penalty: 3527.978760
	Iteration 235Q: 3 clusters Score -4962029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -4962036.500000 Penalty: 3527.978760
	Iteration 236Q: 3 clusters Score -4962036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -4962031.500000 Penalty: 3527.978760
	Iteration 237Q: 3 clusters Score -4962032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -4962025.000000 Penalty: 3527.978760
	Iteration 238Q: 3 clusters Score -4962025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4962016.000000 Penalty: 3527.978760
	Iteration 239Q: 3 clusters Score -4962016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4962016.500000 Penalty: 3527.978760
	Iteration 240F: 3 clusters Score -4962016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -4962000.500000 Penalty: 3527.978760
	Iteration 241Q: 3 clusters Score -4962000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -4961981.500000 Penalty: 3527.978760
	Iteration 242Q: 3 clusters Score -4961982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -4961970.500000 Penalty: 3527.978760
	Iteration 243Q: 3 clusters Score -4961970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4961956.000000 Penalty: 3527.978760
	Iteration 244Q: 3 clusters Score -4961956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -4961943.000000 Penalty: 3527.978760
	Iteration 245Q: 3 clusters Score -4961943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -4961920.500000 Penalty: 3527.978760
	Iteration 246Q: 3 clusters Score -4961920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4961904.000000 Penalty: 3527.978760
	Iteration 247Q: 3 clusters Score -4961904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -4961895.000000 Penalty: 3527.978760
	Iteration 248Q: 3 clusters Score -4961895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -4961904.500000 Penalty: 3527.978760
	Iteration 249Q: 3 clusters Score -4961904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -4961887.500000 Penalty: 3527.978760
	Iteration 250Q: 3 clusters Score -4961888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4961868.000000 Penalty: 3527.978760
	Iteration 251Q: 3 clusters Score -4961868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -4961858.500000 Penalty: 3527.978760
	Iteration 252Q: 3 clusters Score -4961858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4961872.000000 Penalty: 3527.978760
	Iteration 253Q: 3 clusters Score -4961872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4961852.000000 Penalty: 3527.978760
	Iteration 254Q: 3 clusters Score -4961852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4961859.000000 Penalty: 3527.978760
	Iteration 255Q: 3 clusters Score -4961859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -4961860.000000 Penalty: 3527.978760
	Iteration 256Q: 3 clusters Score -4961860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -4961858.000000 Penalty: 3527.978760
	Iteration 257Q: 3 clusters Score -4961858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -4961849.500000 Penalty: 3527.978760
	Iteration 258Q: 3 clusters Score -4961850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -4961854.000000 Penalty: 3527.978760
	Iteration 259Q: 3 clusters Score -4961854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -4961851.000000 Penalty: 3527.978760
	Iteration 260F: 3 clusters Score -4961851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4961852.500000 Penalty: 3527.978760
	Iteration 261Q: 3 clusters Score -4961852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -4961852.000000 Penalty: 3527.978760
	Iteration 262Q: 3 clusters Score -4961852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -4961849.000000 Penalty: 3527.978760
	Iteration 263Q: 3 clusters Score -4961849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4961843.000000 Penalty: 3527.978760
	Iteration 264Q: 3 clusters Score -4961843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -4961841.500000 Penalty: 3527.978760
	Iteration 265Q: 3 clusters Score -4961842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -4961834.500000 Penalty: 3527.978760
	Iteration 266Q: 3 clusters Score -4961834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -4961829.500000 Penalty: 3527.978760
	Iteration 267Q: 3 clusters Score -4961830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4961835.000000 Penalty: 3527.978760
	Iteration 268Q: 3 clusters Score -4961835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4961833.500000 Penalty: 3527.978760
	Iteration 269Q: 3 clusters Score -4961834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -4961833.000000 Penalty: 3527.978760
	Iteration 270Q: 3 clusters Score -4961833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -4961828.500000 Penalty: 3527.978760
	Iteration 271Q: 3 clusters Score -4961828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4961819.000000 Penalty: 3527.978760
	Iteration 272Q: 3 clusters Score -4961819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -4961821.000000 Penalty: 3527.978760
	Iteration 273Q: 3 clusters Score -4961821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4961822.500000 Penalty: 3527.978760
	Iteration 274Q: 3 clusters Score -4961822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4961822.000000 Penalty: 3527.978760
	Iteration 275Q: 3 clusters Score -4961822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4961824.000000 Penalty: 3527.978760
	Iteration 276Q: 3 clusters Score -4961824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4961819.500000 Penalty: 3527.978760
	Iteration 277Q: 3 clusters Score -4961820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -4961820.000000 Penalty: 3527.978760
	Iteration 278Q: 3 clusters Score -4961820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -4961820.000000 Penalty: 3527.978760
	Iteration 279F: 3 clusters Score -4961820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 17910 members 
Mstep: Class 9 contains 8155 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Entering Unmasked Estep 
Score: -49696200.000000 Penalty: 49356.566406
Splitting cluster 6 changes total score from -49690240.000000 to -49696200.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (23709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Entering Unmasked Estep 
Score: -2199774.500000 Penalty: 1636.961670
	Iteration 0F: 2 clusters Score -2199774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2183645.750000 Penalty: 3273.923340
	Iteration 0F: 3 clusters Score -2183646 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2189804.500000 Penalty: 3273.923340
	Iteration 1F: 3 clusters Score -2189804 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2190180.750000 Penalty: 3273.923340
	Iteration 2Q: 3 clusters Score -2190181 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2190552.750000 Penalty: 3273.923340
	Iteration 3Q: 3 clusters Score -2190553 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2190948.750000 Penalty: 3273.923340
	Iteration 4Q: 3 clusters Score -2190949 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2191352.000000 Penalty: 3273.923340
	Iteration 5Q: 3 clusters Score -2191352 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2191799.000000 Penalty: 3273.923340
	Iteration 6Q: 3 clusters Score -2191799 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2192264.250000 Penalty: 3273.923340
	Iteration 7Q: 3 clusters Score -2192264 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2192821.000000 Penalty: 3273.923340
	Iteration 8Q: 3 clusters Score -2192821 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2193463.500000 Penalty: 3273.923340
	Iteration 9Q: 3 clusters Score -2193464 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2194116.000000 Penalty: 3273.923340
	Iteration 10Q: 3 clusters Score -2194116 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2194697.000000 Penalty: 3273.923340
	Iteration 11Q: 3 clusters Score -2194697 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2195135.000000 Penalty: 3273.923340
	Iteration 12Q: 3 clusters Score -2195135 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2195456.250000 Penalty: 3273.923340
	Iteration 13Q: 3 clusters Score -2195456 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2195735.750000 Penalty: 3273.923340
	Iteration 14Q: 3 clusters Score -2195736 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2195991.500000 Penalty: 3273.923340
	Iteration 15Q: 3 clusters Score -2195992 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2196199.750000 Penalty: 3273.923340
	Iteration 16Q: 3 clusters Score -2196200 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2196427.750000 Penalty: 3273.923340
	Iteration 17Q: 3 clusters Score -2196428 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2196620.250000 Penalty: 3273.923340
	Iteration 18Q: 3 clusters Score -2196620 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2196822.250000 Penalty: 3273.923340
	Iteration 19Q: 3 clusters Score -2196822 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2197043.250000 Penalty: 3273.923340
	Iteration 20F: 3 clusters Score -2197043 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2197293.000000 Penalty: 3273.923340
	Iteration 21Q: 3 clusters Score -2197293 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2197512.500000 Penalty: 3273.923340
	Iteration 22Q: 3 clusters Score -2197512 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2197697.000000 Penalty: 3273.923340
	Iteration 23Q: 3 clusters Score -2197697 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2197874.750000 Penalty: 3273.923340
	Iteration 24Q: 3 clusters Score -2197875 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2198025.000000 Penalty: 3273.923340
	Iteration 25Q: 3 clusters Score -2198025 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2198170.250000 Penalty: 3273.923340
	Iteration 26Q: 3 clusters Score -2198170 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2198275.750000 Penalty: 3273.923340
	Iteration 27Q: 3 clusters Score -2198276 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2198358.750000 Penalty: 3273.923340
	Iteration 28Q: 3 clusters Score -2198359 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2198419.000000 Penalty: 3273.923340
	Iteration 29Q: 3 clusters Score -2198419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2198457.750000 Penalty: 3273.923340
	Iteration 30Q: 3 clusters Score -2198458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2198478.000000 Penalty: 3273.923340
	Iteration 31Q: 3 clusters Score -2198478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2198496.500000 Penalty: 3273.923340
	Iteration 32Q: 3 clusters Score -2198496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2198513.750000 Penalty: 3273.923340
	Iteration 33Q: 3 clusters Score -2198514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2198524.000000 Penalty: 3273.923340
	Iteration 34Q: 3 clusters Score -2198524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2198538.250000 Penalty: 3273.923340
	Iteration 35Q: 3 clusters Score -2198538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2198541.500000 Penalty: 3273.923340
	Iteration 36Q: 3 clusters Score -2198542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2198546.750000 Penalty: 3273.923340
	Iteration 37Q: 3 clusters Score -2198547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2198557.250000 Penalty: 3273.923340
	Iteration 38Q: 3 clusters Score -2198557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2198563.000000 Penalty: 3273.923340
	Iteration 39Q: 3 clusters Score -2198563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2198567.500000 Penalty: 3273.923340
	Iteration 40F: 3 clusters Score -2198568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2198569.750000 Penalty: 3273.923340
	Iteration 41Q: 3 clusters Score -2198570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2198567.750000 Penalty: 3273.923340
	Iteration 42Q: 3 clusters Score -2198568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2198567.750000 Penalty: 3273.923340
	Iteration 43F: 3 clusters Score -2198568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Entering Unmasked Estep 
Score: -1604687.750000 Penalty: 1591.381104
	Iteration 0F: 2 clusters Score -1604688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1592513.500000 Penalty: 3182.762207
	Iteration 0F: 3 clusters Score -1592514 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1597433.875000 Penalty: 3182.762207
	Iteration 1F: 3 clusters Score -1597434 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1598725.375000 Penalty: 3182.762207
	Iteration 2F: 3 clusters Score -1598725 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1600519.875000 Penalty: 3182.762207
	Iteration 3F: 3 clusters Score -1600520 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1602280.750000 Penalty: 3182.762207
	Iteration 4F: 3 clusters Score -1602281 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1603506.250000 Penalty: 3182.762207
	Iteration 5F: 3 clusters Score -1603506 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1604285.125000 Penalty: 3182.762207
	Iteration 6F: 3 clusters Score -1604285 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1604762.125000 Penalty: 3182.762207
	Iteration 7Q: 3 clusters Score -1604762 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1605112.000000 Penalty: 3182.762207
	Iteration 8Q: 3 clusters Score -1605112 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1605399.625000 Penalty: 3182.762207
	Iteration 9Q: 3 clusters Score -1605400 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1605659.625000 Penalty: 3182.762207
	Iteration 10Q: 3 clusters Score -1605660 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1605900.625000 Penalty: 3182.762207
	Iteration 11Q: 3 clusters Score -1605901 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1606137.750000 Penalty: 3182.762207
	Iteration 12Q: 3 clusters Score -1606138 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1606365.375000 Penalty: 3182.762207
	Iteration 13Q: 3 clusters Score -1606365 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1606534.500000 Penalty: 3182.762207
	Iteration 14Q: 3 clusters Score -1606534 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1606639.625000 Penalty: 3182.762207
	Iteration 15Q: 3 clusters Score -1606640 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1606723.375000 Penalty: 3182.762207
	Iteration 16Q: 3 clusters Score -1606723 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1606788.500000 Penalty: 3182.762207
	Iteration 17Q: 3 clusters Score -1606788 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1606874.750000 Penalty: 3182.762207
	Iteration 18Q: 3 clusters Score -1606875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1606990.250000 Penalty: 3182.762207
	Iteration 19Q: 3 clusters Score -1606990 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1607151.500000 Penalty: 3182.762207
	Iteration 20F: 3 clusters Score -1607152 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1607412.625000 Penalty: 3182.762207
	Iteration 21Q: 3 clusters Score -1607413 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1607851.125000 Penalty: 3182.762207
	Iteration 22Q: 3 clusters Score -1607851 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1608441.750000 Penalty: 3182.762207
	Iteration 23Q: 3 clusters Score -1608442 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1609525.125000 Penalty: 3182.762207
	Iteration 24Q: 3 clusters Score -1609525 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1610269.625000 Penalty: 3182.762207
	Iteration 25Q: 3 clusters Score -1610270 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1610626.750000 Penalty: 3182.762207
	Iteration 26Q: 3 clusters Score -1610627 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1610875.750000 Penalty: 3182.762207
	Iteration 27Q: 3 clusters Score -1610876 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1611083.250000 Penalty: 3182.762207
	Iteration 28Q: 3 clusters Score -1611083 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1611297.375000 Penalty: 3182.762207
	Iteration 29Q: 3 clusters Score -1611297 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1611481.875000 Penalty: 3182.762207
	Iteration 30Q: 3 clusters Score -1611482 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1611603.000000 Penalty: 3182.762207
	Iteration 31Q: 3 clusters Score -1611603 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1611687.750000 Penalty: 3182.762207
	Iteration 32Q: 3 clusters Score -1611688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1611748.750000 Penalty: 3182.762207
	Iteration 33Q: 3 clusters Score -1611749 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1611783.250000 Penalty: 3182.762207
	Iteration 34Q: 3 clusters Score -1611783 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1611806.875000 Penalty: 3182.762207
	Iteration 35Q: 3 clusters Score -1611807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1611832.125000 Penalty: 3182.762207
	Iteration 36Q: 3 clusters Score -1611832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1611862.000000 Penalty: 3182.762207
	Iteration 37Q: 3 clusters Score -1611862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1611861.750000 Penalty: 3182.762207
	Iteration 38Q: 3 clusters Score -1611862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1611864.000000 Penalty: 3182.762207
	Iteration 39Q: 3 clusters Score -1611864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1612099.000000 Penalty: 3182.762207
	Iteration 40F: 3 clusters Score -1612099 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1612306.500000 Penalty: 3182.762207
	Iteration 41Q: 3 clusters Score -1612306 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1612460.750000 Penalty: 3182.762207
	Iteration 42Q: 3 clusters Score -1612461 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1612612.250000 Penalty: 3182.762207
	Iteration 43Q: 3 clusters Score -1612612 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1612735.500000 Penalty: 3182.762207
	Iteration 44Q: 3 clusters Score -1612736 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1612811.500000 Penalty: 3182.762207
	Iteration 45Q: 3 clusters Score -1612812 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1612885.000000 Penalty: 3182.762207
	Iteration 46Q: 3 clusters Score -1612885 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1612921.250000 Penalty: 3182.762207
	Iteration 47Q: 3 clusters Score -1612921 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1612965.500000 Penalty: 3182.762207
	Iteration 48Q: 3 clusters Score -1612966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1613006.125000 Penalty: 3182.762207
	Iteration 49Q: 3 clusters Score -1613006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1613035.250000 Penalty: 3182.762207
	Iteration 50Q: 3 clusters Score -1613035 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1613072.000000 Penalty: 3182.762207
	Iteration 51Q: 3 clusters Score -1613072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1613092.250000 Penalty: 3182.762207
	Iteration 52Q: 3 clusters Score -1613092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1613119.125000 Penalty: 3182.762207
	Iteration 53Q: 3 clusters Score -1613119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1613137.750000 Penalty: 3182.762207
	Iteration 54Q: 3 clusters Score -1613138 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1613146.125000 Penalty: 3182.762207
	Iteration 55Q: 3 clusters Score -1613146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1613151.250000 Penalty: 3182.762207
	Iteration 56Q: 3 clusters Score -1613151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1613158.750000 Penalty: 3182.762207
	Iteration 57Q: 3 clusters Score -1613159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1613165.625000 Penalty: 3182.762207
	Iteration 58Q: 3 clusters Score -1613166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1613166.000000 Penalty: 3182.762207
	Iteration 59Q: 3 clusters Score -1613166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1613174.875000 Penalty: 3182.762207
	Iteration 60F: 3 clusters Score -1613175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1613176.625000 Penalty: 3182.762207
	Iteration 61Q: 3 clusters Score -1613177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1613180.375000 Penalty: 3182.762207
	Iteration 62Q: 3 clusters Score -1613180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1613181.875000 Penalty: 3182.762207
	Iteration 63Q: 3 clusters Score -1613182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1613181.500000 Penalty: 3182.762207
	Iteration 64Q: 3 clusters Score -1613182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1613182.625000 Penalty: 3182.762207
	Iteration 65Q: 3 clusters Score -1613183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1613179.000000 Penalty: 3182.762207
	Iteration 66Q: 3 clusters Score -1613179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1613180.625000 Penalty: 3182.762207
	Iteration 67Q: 3 clusters Score -1613181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1613182.000000 Penalty: 3182.762207
	Iteration 68Q: 3 clusters Score -1613182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1613184.000000 Penalty: 3182.762207
	Iteration 69Q: 3 clusters Score -1613184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1613182.375000 Penalty: 3182.762207
	Iteration 70Q: 3 clusters Score -1613182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1613183.000000 Penalty: 3182.762207
	Iteration 71Q: 3 clusters Score -1613183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1613186.375000 Penalty: 3182.762207
	Iteration 72Q: 3 clusters Score -1613186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1613183.750000 Penalty: 3182.762207
	Iteration 73Q: 3 clusters Score -1613184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1613181.750000 Penalty: 3182.762207
	Iteration 74Q: 3 clusters Score -1613182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1613182.000000 Penalty: 3182.762207
	Iteration 75Q: 3 clusters Score -1613182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1613182.000000 Penalty: 3182.762207
	Iteration 76Q: 3 clusters Score -1613182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1613181.750000 Penalty: 3182.762207
	Iteration 77Q: 3 clusters Score -1613182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1613182.500000 Penalty: 3182.762207
	Iteration 78Q: 3 clusters Score -1613182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1613182.500000 Penalty: 3182.762207
	Iteration 79F: 3 clusters Score -1613182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 8155 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Entering Unmasked Estep 
Score: -49704104.000000 Penalty: 51502.503906
Splitting cluster 8 changes total score from -49690240.000000 to -49704104.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (8155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Entering Unmasked Estep 
Score: -708384.375000 Penalty: 1463.537842
	Iteration 0F: 2 clusters Score -708384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -702472.375000 Penalty: 2927.075684
	Iteration 0F: 3 clusters Score -702472.4 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -704721.687500 Penalty: 2927.075684
	Iteration 1F: 3 clusters Score -704721.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -705545.312500 Penalty: 2927.075684
	Iteration 2F: 3 clusters Score -705545.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -706637.437500 Penalty: 2927.075684
	Iteration 3F: 3 clusters Score -706637.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -708664.000000 Penalty: 2927.075684
	Iteration 4F: 3 clusters Score -708664 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -710688.187500 Penalty: 2927.075684
	Iteration 5F: 3 clusters Score -710688.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -711614.312500 Penalty: 2927.075684
	Iteration 6F: 3 clusters Score -711614.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -712126.750000 Penalty: 2927.075684
	Iteration 7F: 3 clusters Score -712126.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -712473.125000 Penalty: 2927.075684
	Iteration 8Q: 3 clusters Score -712473.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -712677.750000 Penalty: 2927.075684
	Iteration 9Q: 3 clusters Score -712677.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -712781.125000 Penalty: 2927.075684
	Iteration 10Q: 3 clusters Score -712781.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -712871.312500 Penalty: 2927.075684
	Iteration 11Q: 3 clusters Score -712871.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -712989.500000 Penalty: 2927.075684
	Iteration 12Q: 3 clusters Score -712989.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -713138.875000 Penalty: 2927.075684
	Iteration 13Q: 3 clusters Score -713138.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -713276.125000 Penalty: 2927.075684
	Iteration 14Q: 3 clusters Score -713276.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -713405.312500 Penalty: 2927.075684
	Iteration 15Q: 3 clusters Score -713405.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -713469.625000 Penalty: 2927.075684
	Iteration 16Q: 3 clusters Score -713469.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -713502.312500 Penalty: 2927.075684
	Iteration 17Q: 3 clusters Score -713502.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -713520.187500 Penalty: 2927.075684
	Iteration 18Q: 3 clusters Score -713520.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -713548.437500 Penalty: 2927.075684
	Iteration 19Q: 3 clusters Score -713548.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -713603.062500 Penalty: 2927.075684
	Iteration 20F: 3 clusters Score -713603.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -713698.875000 Penalty: 2927.075684
	Iteration 21Q: 3 clusters Score -713698.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -713808.375000 Penalty: 2927.075684
	Iteration 22Q: 3 clusters Score -713808.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -713869.937500 Penalty: 2927.075684
	Iteration 23Q: 3 clusters Score -713869.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -713896.187500 Penalty: 2927.075684
	Iteration 24Q: 3 clusters Score -713896.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -713923.875000 Penalty: 2927.075684
	Iteration 25Q: 3 clusters Score -713923.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -713941.250000 Penalty: 2927.075684
	Iteration 26Q: 3 clusters Score -713941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -713946.250000 Penalty: 2927.075684
	Iteration 27Q: 3 clusters Score -713946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -713947.687500 Penalty: 2927.075684
	Iteration 28Q: 3 clusters Score -713947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -713947.312500 Penalty: 2927.075684
	Iteration 29Q: 3 clusters Score -713947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -713946.750000 Penalty: 2927.075684
	Iteration 30Q: 3 clusters Score -713946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -713946.750000 Penalty: 2927.075684
	Iteration 31F: 3 clusters Score -713946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Entering Unmasked Estep 
Score: -49709092.000000 Penalty: 53648.441406
Splitting cluster 9 changes total score from -49690240.000000 to -49709092.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -384873.250000 Penalty: 1360.101074
	Iteration 0F: 2 clusters Score -384873.2 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 2150 members 
Entering Unmasked Estep 
Score: -381385.687500 Penalty: 2720.202148
	Iteration 0F: 3 clusters Score -381385.7 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -382565.812500 Penalty: 2720.202148
	Iteration 1F: 3 clusters Score -382565.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -382970.593750 Penalty: 2720.202148
	Iteration 2F: 3 clusters Score -382970.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -383377.468750 Penalty: 2720.202148
	Iteration 3F: 3 clusters Score -383377.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -383835.531250 Penalty: 2720.202148
	Iteration 4F: 3 clusters Score -383835.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -384258.312500 Penalty: 2720.202148
	Iteration 5F: 3 clusters Score -384258.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -384616.156250 Penalty: 2720.202148
	Iteration 6F: 3 clusters Score -384616.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -384915.000000 Penalty: 2720.202148
	Iteration 7Q: 3 clusters Score -384915 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -385249.750000 Penalty: 2720.202148
	Iteration 8Q: 3 clusters Score -385249.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -385593.187500 Penalty: 2720.202148
	Iteration 9Q: 3 clusters Score -385593.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -385846.187500 Penalty: 2720.202148
	Iteration 10Q: 3 clusters Score -385846.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -385950.875000 Penalty: 2720.202148
	Iteration 11Q: 3 clusters Score -385950.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -385967.531250 Penalty: 2720.202148
	Iteration 12Q: 3 clusters Score -385967.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -385969.437500 Penalty: 2720.202148
	Iteration 13Q: 3 clusters Score -385969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -385969.437500 Penalty: 2720.202148
	Iteration 14F: 3 clusters Score -385969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2642 members 
Entering Unmasked Estep 
Score: -49709460.000000 Penalty: 55794.378906
Splitting cluster 10 changes total score from -49690240.000000 to -49709460.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (3638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Entering Unmasked Estep 
Score: -305178.312500 Penalty: 1332.368286
	Iteration 0F: 2 clusters Score -305178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -302174.968750 Penalty: 2664.736572
	Iteration 0F: 3 clusters Score -302175 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -303158.625000 Penalty: 2664.736572
	Iteration 1F: 3 clusters Score -303158.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -303790.062500 Penalty: 2664.736572
	Iteration 2F: 3 clusters Score -303790.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -305167.812500 Penalty: 2664.736572
	Iteration 3F: 3 clusters Score -305167.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -306110.000000 Penalty: 2664.736572
	Iteration 4F: 3 clusters Score -306110 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -306488.250000 Penalty: 2664.736572
	Iteration 5F: 3 clusters Score -306488.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -306650.812500 Penalty: 2664.736572
	Iteration 6Q: 3 clusters Score -306650.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -306733.062500 Penalty: 2664.736572
	Iteration 7Q: 3 clusters Score -306733.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -306779.000000 Penalty: 2664.736572
	Iteration 8Q: 3 clusters Score -306779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -306805.031250 Penalty: 2664.736572
	Iteration 9Q: 3 clusters Score -306805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -306829.500000 Penalty: 2664.736572
	Iteration 10Q: 3 clusters Score -306829.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -306857.218750 Penalty: 2664.736572
	Iteration 11Q: 3 clusters Score -306857.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -306877.937500 Penalty: 2664.736572
	Iteration 12Q: 3 clusters Score -306877.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -306893.156250 Penalty: 2664.736572
	Iteration 13Q: 3 clusters Score -306893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -306903.343750 Penalty: 2664.736572
	Iteration 14Q: 3 clusters Score -306903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -306913.187500 Penalty: 2664.736572
	Iteration 15Q: 3 clusters Score -306913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -306920.625000 Penalty: 2664.736572
	Iteration 16Q: 3 clusters Score -306920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -306925.875000 Penalty: 2664.736572
	Iteration 17Q: 3 clusters Score -306925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -306927.812500 Penalty: 2664.736572
	Iteration 18Q: 3 clusters Score -306927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -306929.562500 Penalty: 2664.736572
	Iteration 19Q: 3 clusters Score -306929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -306931.312500 Penalty: 2664.736572
	Iteration 20F: 3 clusters Score -306931.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -306933.156250 Penalty: 2664.736572
	Iteration 21Q: 3 clusters Score -306933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -306932.312500 Penalty: 2664.736572
	Iteration 22Q: 3 clusters Score -306932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -306932.937500 Penalty: 2664.736572
	Iteration 23Q: 3 clusters Score -306932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -306936.437500 Penalty: 2664.736572
	Iteration 24Q: 3 clusters Score -306936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -306938.437500 Penalty: 2664.736572
	Iteration 25Q: 3 clusters Score -306938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -306938.437500 Penalty: 2664.736572
	Iteration 26F: 3 clusters Score -306938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 894 members 
Entering Unmasked Estep 
Score: -49710356.000000 Penalty: 57940.316406
Splitting cluster 12 changes total score from -49690240.000000 to -49710356.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -542459.500000 Penalty: 1414.211914
	Iteration 0F: 2 clusters Score -542459.5 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 3021 members 
Entering Unmasked Estep 
Score: -537859.687500 Penalty: 2828.423828
	Iteration 0F: 3 clusters Score -537859.7 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -539342.812500 Penalty: 2828.423828
	Iteration 1F: 3 clusters Score -539342.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -539771.812500 Penalty: 2828.423828
	Iteration 2F: 3 clusters Score -539771.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -540255.250000 Penalty: 2828.423828
	Iteration 3F: 3 clusters Score -540255.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -540838.500000 Penalty: 2828.423828
	Iteration 4F: 3 clusters Score -540838.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -541323.750000 Penalty: 2828.423828
	Iteration 5F: 3 clusters Score -541323.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -541642.437500 Penalty: 2828.423828
	Iteration 6F: 3 clusters Score -541642.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -541842.625000 Penalty: 2828.423828
	Iteration 7Q: 3 clusters Score -541842.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -541977.125000 Penalty: 2828.423828
	Iteration 8Q: 3 clusters Score -541977.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -542090.500000 Penalty: 2828.423828
	Iteration 9Q: 3 clusters Score -542090.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -542182.375000 Penalty: 2828.423828
	Iteration 10Q: 3 clusters Score -542182.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -542259.312500 Penalty: 2828.423828
	Iteration 11Q: 3 clusters Score -542259.3 nChanged 95
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: -542309.437500 Penalty: 2828.423828
	Iteration 12Q: 3 clusters Score -542309.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -542345.250000 Penalty: 2828.423828
	Iteration 13Q: 3 clusters Score -542345.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -542371.687500 Penalty: 2828.423828
	Iteration 14Q: 3 clusters Score -542371.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -542389.687500 Penalty: 2828.423828
	Iteration 15Q: 3 clusters Score -542389.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -542404.875000 Penalty: 2828.423828
	Iteration 16Q: 3 clusters Score -542404.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -542420.250000 Penalty: 2828.423828
	Iteration 17Q: 3 clusters Score -542420.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -542430.937500 Penalty: 2828.423828
	Iteration 18Q: 3 clusters Score -542430.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -542442.875000 Penalty: 2828.423828
	Iteration 19Q: 3 clusters Score -542442.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -542450.250000 Penalty: 2828.423828
	Iteration 20F: 3 clusters Score -542450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -542455.250000 Penalty: 2828.423828
	Iteration 21Q: 3 clusters Score -542455.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -542462.687500 Penalty: 2828.423828
	Iteration 22Q: 3 clusters Score -542462.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -542470.062500 Penalty: 2828.423828
	Iteration 23Q: 3 clusters Score -542470.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -542478.750000 Penalty: 2828.423828
	Iteration 24Q: 3 clusters Score -542478.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -542484.750000 Penalty: 2828.423828
	Iteration 25Q: 3 clusters Score -542484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -542488.750000 Penalty: 2828.423828
	Iteration 26Q: 3 clusters Score -542488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -542492.437500 Penalty: 2828.423828
	Iteration 27Q: 3 clusters Score -542492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -542492.812500 Penalty: 2828.423828
	Iteration 28Q: 3 clusters Score -542492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -542493.375000 Penalty: 2828.423828
	Iteration 29Q: 3 clusters Score -542493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -542494.000000 Penalty: 2828.423828
	Iteration 30Q: 3 clusters Score -542494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -542496.500000 Penalty: 2828.423828
	Iteration 31Q: 3 clusters Score -542496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -542498.625000 Penalty: 2828.423828
	Iteration 32Q: 3 clusters Score -542498.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -542499.750000 Penalty: 2828.423828
	Iteration 33Q: 3 clusters Score -542499.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -542499.750000 Penalty: 2828.423828
	Iteration 34F: 3 clusters Score -542499.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 5419 members 
Entering Unmasked Estep 
Score: -49709716.000000 Penalty: 60086.253906
Splitting cluster 13 changes total score from -49690240.000000 to -49709716.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (81076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Entering Unmasked Estep 
Score: -7823917.000000 Penalty: 1836.760620
	Iteration 0F: 2 clusters Score -7823917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -7758540.500000 Penalty: 3673.521240
	Iteration 0F: 3 clusters Score -7758540 nChanged 38785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -7780440.500000 Penalty: 3673.521240
	Iteration 1F: 3 clusters Score -7780440 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -7781254.500000 Penalty: 3673.521240
	Iteration 2F: 3 clusters Score -7781254 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -7781805.000000 Penalty: 3673.521240
	Iteration 3Q: 3 clusters Score -7781805 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -7782767.000000 Penalty: 3673.521240
	Iteration 4Q: 3 clusters Score -7782767 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -7783890.500000 Penalty: 3673.521240
	Iteration 5Q: 3 clusters Score -7783890 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -7785303.000000 Penalty: 3673.521240
	Iteration 6Q: 3 clusters Score -7785303 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -7786954.000000 Penalty: 3673.521240
	Iteration 7Q: 3 clusters Score -7786954 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -7788436.000000 Penalty: 3673.521240
	Iteration 8Q: 3 clusters Score -7788436 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -7789932.000000 Penalty: 3673.521240
	Iteration 9Q: 3 clusters Score -7789932 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -7791455.000000 Penalty: 3673.521240
	Iteration 10Q: 3 clusters Score -7791455 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -7793127.000000 Penalty: 3673.521240
	Iteration 11Q: 3 clusters Score -7793127 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -7794672.000000 Penalty: 3673.521240
	Iteration 12Q: 3 clusters Score -7794672 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -7795577.000000 Penalty: 3673.521240
	Iteration 13Q: 3 clusters Score -7795577 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -7796063.500000 Penalty: 3673.521240
	Iteration 14Q: 3 clusters Score -7796064 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7796334.500000 Penalty: 3673.521240
	Iteration 15Q: 3 clusters Score -7796334 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -7796343.000000 Penalty: 3673.521240
	Iteration 16Q: 3 clusters Score -7796343 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -7796409.500000 Penalty: 3673.521240
	Iteration 17Q: 3 clusters Score -7796410 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -7796397.000000 Penalty: 3673.521240
	Iteration 18Q: 3 clusters Score -7796397 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7796453.000000 Penalty: 3673.521240
	Iteration 19Q: 3 clusters Score -7796453 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -7796441.500000 Penalty: 3673.521240
	Iteration 20F: 3 clusters Score -7796442 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -7796459.000000 Penalty: 3673.521240
	Iteration 21Q: 3 clusters Score -7796459 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -7796471.000000 Penalty: 3673.521240
	Iteration 22Q: 3 clusters Score -7796471 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -7796437.000000 Penalty: 3673.521240
	Iteration 23Q: 3 clusters Score -7796437 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -7796412.000000 Penalty: 3673.521240
	Iteration 24Q: 3 clusters Score -7796412 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -7796465.000000 Penalty: 3673.521240
	Iteration 25Q: 3 clusters Score -7796465 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -7796461.000000 Penalty: 3673.521240
	Iteration 26Q: 3 clusters Score -7796461 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7796485.500000 Penalty: 3673.521240
	Iteration 27Q: 3 clusters Score -7796486 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -7796521.500000 Penalty: 3673.521240
	Iteration 28Q: 3 clusters Score -7796522 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -7796546.500000 Penalty: 3673.521240
	Iteration 29Q: 3 clusters Score -7796546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -7796552.000000 Penalty: 3673.521240
	Iteration 30Q: 3 clusters Score -7796552 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -7796535.500000 Penalty: 3673.521240
	Iteration 31Q: 3 clusters Score -7796536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -7796556.000000 Penalty: 3673.521240
	Iteration 32Q: 3 clusters Score -7796556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -7796546.500000 Penalty: 3673.521240
	Iteration 33Q: 3 clusters Score -7796546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7796547.000000 Penalty: 3673.521240
	Iteration 34Q: 3 clusters Score -7796547 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7796570.000000 Penalty: 3673.521240
	Iteration 35Q: 3 clusters Score -7796570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -7796598.000000 Penalty: 3673.521240
	Iteration 36Q: 3 clusters Score -7796598 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -7796597.500000 Penalty: 3673.521240
	Iteration 37Q: 3 clusters Score -7796598 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7796582.000000 Penalty: 3673.521240
	Iteration 38Q: 3 clusters Score -7796582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -7796596.000000 Penalty: 3673.521240
	Iteration 39Q: 3 clusters Score -7796596 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -7796619.000000 Penalty: 3673.521240
	Iteration 40F: 3 clusters Score -7796619 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -7796608.000000 Penalty: 3673.521240
	Iteration 41Q: 3 clusters Score -7796608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -7796610.500000 Penalty: 3673.521240
	Iteration 42Q: 3 clusters Score -7796610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -7796631.000000 Penalty: 3673.521240
	Iteration 43Q: 3 clusters Score -7796631 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -7796624.500000 Penalty: 3673.521240
	Iteration 44Q: 3 clusters Score -7796624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -7796648.500000 Penalty: 3673.521240
	Iteration 45Q: 3 clusters Score -7796648 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -7796678.500000 Penalty: 3673.521240
	Iteration 46Q: 3 clusters Score -7796678 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -7796681.500000 Penalty: 3673.521240
	Iteration 47Q: 3 clusters Score -7796682 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7796686.000000 Penalty: 3673.521240
	Iteration 48Q: 3 clusters Score -7796686 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -7796690.500000 Penalty: 3673.521240
	Iteration 49Q: 3 clusters Score -7796690 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -7796694.500000 Penalty: 3673.521240
	Iteration 50Q: 3 clusters Score -7796694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -7796666.000000 Penalty: 3673.521240
	Iteration 51Q: 3 clusters Score -7796666 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7796695.500000 Penalty: 3673.521240
	Iteration 52Q: 3 clusters Score -7796696 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7796687.000000 Penalty: 3673.521240
	Iteration 53Q: 3 clusters Score -7796687 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -7796693.000000 Penalty: 3673.521240
	Iteration 54Q: 3 clusters Score -7796693 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -7796696.500000 Penalty: 3673.521240
	Iteration 55Q: 3 clusters Score -7796696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -7796689.500000 Penalty: 3673.521240
	Iteration 56Q: 3 clusters Score -7796690 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7796709.500000 Penalty: 3673.521240
	Iteration 57Q: 3 clusters Score -7796710 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7796715.500000 Penalty: 3673.521240
	Iteration 58Q: 3 clusters Score -7796716 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7796724.500000 Penalty: 3673.521240
	Iteration 59Q: 3 clusters Score -7796724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7796730.500000 Penalty: 3673.521240
	Iteration 60F: 3 clusters Score -7796730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -7796723.500000 Penalty: 3673.521240
	Iteration 61Q: 3 clusters Score -7796724 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -7796731.500000 Penalty: 3673.521240
	Iteration 62Q: 3 clusters Score -7796732 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -7796735.000000 Penalty: 3673.521240
	Iteration 63Q: 3 clusters Score -7796735 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7796734.000000 Penalty: 3673.521240
	Iteration 64Q: 3 clusters Score -7796734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7796755.000000 Penalty: 3673.521240
	Iteration 65Q: 3 clusters Score -7796755 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7796752.000000 Penalty: 3673.521240
	Iteration 66Q: 3 clusters Score -7796752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -7796744.000000 Penalty: 3673.521240
	Iteration 67Q: 3 clusters Score -7796744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7796751.500000 Penalty: 3673.521240
	Iteration 68Q: 3 clusters Score -7796752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7796702.000000 Penalty: 3673.521240
	Iteration 69Q: 3 clusters Score -7796702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -7796703.000000 Penalty: 3673.521240
	Iteration 70Q: 3 clusters Score -7796703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7796727.500000 Penalty: 3673.521240
	Iteration 71Q: 3 clusters Score -7796728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7796744.500000 Penalty: 3673.521240
	Iteration 72Q: 3 clusters Score -7796744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7796736.000000 Penalty: 3673.521240
	Iteration 73Q: 3 clusters Score -7796736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -7796727.000000 Penalty: 3673.521240
	Iteration 74Q: 3 clusters Score -7796727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -7796718.500000 Penalty: 3673.521240
	Iteration 75Q: 3 clusters Score -7796718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -7796711.500000 Penalty: 3673.521240
	Iteration 76Q: 3 clusters Score -7796712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -7796706.000000 Penalty: 3673.521240
	Iteration 77Q: 3 clusters Score -7796706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -7796716.000000 Penalty: 3673.521240
	Iteration 78Q: 3 clusters Score -7796716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -7796717.500000 Penalty: 3673.521240
	Iteration 79Q: 3 clusters Score -7796718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7796715.500000 Penalty: 3673.521240
	Iteration 80F: 3 clusters Score -7796716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -7796732.500000 Penalty: 3673.521240
	Iteration 81Q: 3 clusters Score -7796732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -7796733.500000 Penalty: 3673.521240
	Iteration 82Q: 3 clusters Score -7796734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7796747.000000 Penalty: 3673.521240
	Iteration 83Q: 3 clusters Score -7796747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -7796762.000000 Penalty: 3673.521240
	Iteration 84Q: 3 clusters Score -7796762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -7796735.500000 Penalty: 3673.521240
	Iteration 85Q: 3 clusters Score -7796736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -7796737.500000 Penalty: 3673.521240
	Iteration 86Q: 3 clusters Score -7796738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -7796727.000000 Penalty: 3673.521240
	Iteration 87Q: 3 clusters Score -7796727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7796723.500000 Penalty: 3673.521240
	Iteration 88Q: 3 clusters Score -7796724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7796744.500000 Penalty: 3673.521240
	Iteration 89Q: 3 clusters Score -7796744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -7796736.500000 Penalty: 3673.521240
	Iteration 90Q: 3 clusters Score -7796736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -7796738.000000 Penalty: 3673.521240
	Iteration 91Q: 3 clusters Score -7796738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -7796745.500000 Penalty: 3673.521240
	Iteration 92Q: 3 clusters Score -7796746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -7796741.500000 Penalty: 3673.521240
	Iteration 93Q: 3 clusters Score -7796742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7796725.000000 Penalty: 3673.521240
	Iteration 94Q: 3 clusters Score -7796725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -7796749.000000 Penalty: 3673.521240
	Iteration 95Q: 3 clusters Score -7796749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -7796754.000000 Penalty: 3673.521240
	Iteration 96Q: 3 clusters Score -7796754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -7796760.000000 Penalty: 3673.521240
	Iteration 97Q: 3 clusters Score -7796760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7796766.500000 Penalty: 3673.521240
	Iteration 98Q: 3 clusters Score -7796766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -7796768.000000 Penalty: 3673.521240
	Iteration 99Q: 3 clusters Score -7796768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -7796776.000000 Penalty: 3673.521240
	Iteration 100F: 3 clusters Score -7796776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7796787.500000 Penalty: 3673.521240
	Iteration 101Q: 3 clusters Score -7796788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -7796789.000000 Penalty: 3673.521240
	Iteration 102Q: 3 clusters Score -7796789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7796792.000000 Penalty: 3673.521240
	Iteration 103Q: 3 clusters Score -7796792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -7796787.000000 Penalty: 3673.521240
	Iteration 104Q: 3 clusters Score -7796787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7796805.000000 Penalty: 3673.521240
	Iteration 105Q: 3 clusters Score -7796805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -7796805.500000 Penalty: 3673.521240
	Iteration 106Q: 3 clusters Score -7796806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -7796807.000000 Penalty: 3673.521240
	Iteration 107Q: 3 clusters Score -7796807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -7796802.500000 Penalty: 3673.521240
	Iteration 108Q: 3 clusters Score -7796802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -7796805.000000 Penalty: 3673.521240
	Iteration 109Q: 3 clusters Score -7796805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7796801.500000 Penalty: 3673.521240
	Iteration 110Q: 3 clusters Score -7796802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -7796791.500000 Penalty: 3673.521240
	Iteration 111Q: 3 clusters Score -7796792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -7796820.000000 Penalty: 3673.521240
	Iteration 112Q: 3 clusters Score -7796820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -7796799.000000 Penalty: 3673.521240
	Iteration 113Q: 3 clusters Score -7796799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7796796.500000 Penalty: 3673.521240
	Iteration 114Q: 3 clusters Score -7796796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -7796818.000000 Penalty: 3673.521240
	Iteration 115Q: 3 clusters Score -7796818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -7796821.500000 Penalty: 3673.521240
	Iteration 116Q: 3 clusters Score -7796822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -7796832.000000 Penalty: 3673.521240
	Iteration 117Q: 3 clusters Score -7796832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7796848.000000 Penalty: 3673.521240
	Iteration 118Q: 3 clusters Score -7796848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7796850.500000 Penalty: 3673.521240
	Iteration 119Q: 3 clusters Score -7796850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -7796845.000000 Penalty: 3673.521240
	Iteration 120F: 3 clusters Score -7796845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -7796841.500000 Penalty: 3673.521240
	Iteration 121Q: 3 clusters Score -7796842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7796847.000000 Penalty: 3673.521240
	Iteration 122Q: 3 clusters Score -7796847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -7796858.000000 Penalty: 3673.521240
	Iteration 123Q: 3 clusters Score -7796858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7796850.000000 Penalty: 3673.521240
	Iteration 124Q: 3 clusters Score -7796850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7796845.500000 Penalty: 3673.521240
	Iteration 125Q: 3 clusters Score -7796846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7796850.000000 Penalty: 3673.521240
	Iteration 126Q: 3 clusters Score -7796850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7796865.000000 Penalty: 3673.521240
	Iteration 127Q: 3 clusters Score -7796865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7796858.000000 Penalty: 3673.521240
	Iteration 128Q: 3 clusters Score -7796858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -7796864.000000 Penalty: 3673.521240
	Iteration 129Q: 3 clusters Score -7796864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7796868.000000 Penalty: 3673.521240
	Iteration 130Q: 3 clusters Score -7796868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -7796870.500000 Penalty: 3673.521240
	Iteration 131Q: 3 clusters Score -7796870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7796862.000000 Penalty: 3673.521240
	Iteration 132Q: 3 clusters Score -7796862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7796855.500000 Penalty: 3673.521240
	Iteration 133Q: 3 clusters Score -7796856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7796866.500000 Penalty: 3673.521240
	Iteration 134Q: 3 clusters Score -7796866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7796864.500000 Penalty: 3673.521240
	Iteration 135Q: 3 clusters Score -7796864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7796863.500000 Penalty: 3673.521240
	Iteration 136Q: 3 clusters Score -7796864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -7796871.500000 Penalty: 3673.521240
	Iteration 137Q: 3 clusters Score -7796872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -7796873.000000 Penalty: 3673.521240
	Iteration 138Q: 3 clusters Score -7796873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7796870.500000 Penalty: 3673.521240
	Iteration 139Q: 3 clusters Score -7796870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -7796869.500000 Penalty: 3673.521240
	Iteration 140F: 3 clusters Score -7796870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -7796862.500000 Penalty: 3673.521240
	Iteration 141Q: 3 clusters Score -7796862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -7796871.000000 Penalty: 3673.521240
	Iteration 142Q: 3 clusters Score -7796871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7796865.500000 Penalty: 3673.521240
	Iteration 143Q: 3 clusters Score -7796866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7796873.500000 Penalty: 3673.521240
	Iteration 144Q: 3 clusters Score -7796874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7796881.500000 Penalty: 3673.521240
	Iteration 145Q: 3 clusters Score -7796882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -7796876.500000 Penalty: 3673.521240
	Iteration 146Q: 3 clusters Score -7796876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7796883.000000 Penalty: 3673.521240
	Iteration 147Q: 3 clusters Score -7796883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7796890.500000 Penalty: 3673.521240
	Iteration 148Q: 3 clusters Score -7796890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7796889.000000 Penalty: 3673.521240
	Iteration 149Q: 3 clusters Score -7796889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7796872.500000 Penalty: 3673.521240
	Iteration 150Q: 3 clusters Score -7796872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7796883.500000 Penalty: 3673.521240
	Iteration 151Q: 3 clusters Score -7796884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -7796877.500000 Penalty: 3673.521240
	Iteration 152Q: 3 clusters Score -7796878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7796870.000000 Penalty: 3673.521240
	Iteration 153Q: 3 clusters Score -7796870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7796873.500000 Penalty: 3673.521240
	Iteration 154Q: 3 clusters Score -7796874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7796866.500000 Penalty: 3673.521240
	Iteration 155Q: 3 clusters Score -7796866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -7796861.500000 Penalty: 3673.521240
	Iteration 156Q: 3 clusters Score -7796862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7796863.000000 Penalty: 3673.521240
	Iteration 157Q: 3 clusters Score -7796863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7796864.500000 Penalty: 3673.521240
	Iteration 158Q: 3 clusters Score -7796864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -7796858.000000 Penalty: 3673.521240
	Iteration 159Q: 3 clusters Score -7796858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -7796852.500000 Penalty: 3673.521240
	Iteration 160F: 3 clusters Score -7796852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7796862.000000 Penalty: 3673.521240
	Iteration 161Q: 3 clusters Score -7796862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -7796868.000000 Penalty: 3673.521240
	Iteration 162Q: 3 clusters Score -7796868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7796868.500000 Penalty: 3673.521240
	Iteration 163Q: 3 clusters Score -7796868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7796862.500000 Penalty: 3673.521240
	Iteration 164Q: 3 clusters Score -7796862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796861.500000 Penalty: 3673.521240
	Iteration 165Q: 3 clusters Score -7796862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7796866.500000 Penalty: 3673.521240
	Iteration 166Q: 3 clusters Score -7796866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7796860.500000 Penalty: 3673.521240
	Iteration 167Q: 3 clusters Score -7796860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -7796863.000000 Penalty: 3673.521240
	Iteration 168Q: 3 clusters Score -7796863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7796858.000000 Penalty: 3673.521240
	Iteration 169Q: 3 clusters Score -7796858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7796867.500000 Penalty: 3673.521240
	Iteration 170Q: 3 clusters Score -7796868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7796858.500000 Penalty: 3673.521240
	Iteration 171Q: 3 clusters Score -7796858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7796862.000000 Penalty: 3673.521240
	Iteration 172Q: 3 clusters Score -7796862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7796855.500000 Penalty: 3673.521240
	Iteration 173Q: 3 clusters Score -7796856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -7796856.500000 Penalty: 3673.521240
	Iteration 174Q: 3 clusters Score -7796856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7796856.500000 Penalty: 3673.521240
	Iteration 175Q: 3 clusters Score -7796856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796864.000000 Penalty: 3673.521240
	Iteration 176Q: 3 clusters Score -7796864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7796861.500000 Penalty: 3673.521240
	Iteration 177Q: 3 clusters Score -7796862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7796863.000000 Penalty: 3673.521240
	Iteration 178Q: 3 clusters Score -7796863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7796865.000000 Penalty: 3673.521240
	Iteration 179Q: 3 clusters Score -7796865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7796871.500000 Penalty: 3673.521240
	Iteration 180F: 3 clusters Score -7796872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796881.000000 Penalty: 3673.521240
	Iteration 181Q: 3 clusters Score -7796881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -7796876.000000 Penalty: 3673.521240
	Iteration 182Q: 3 clusters Score -7796876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796873.000000 Penalty: 3673.521240
	Iteration 183Q: 3 clusters Score -7796873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7796882.000000 Penalty: 3673.521240
	Iteration 184Q: 3 clusters Score -7796882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7796876.500000 Penalty: 3673.521240
	Iteration 185Q: 3 clusters Score -7796876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7796872.500000 Penalty: 3673.521240
	Iteration 186Q: 3 clusters Score -7796872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7796871.000000 Penalty: 3673.521240
	Iteration 187Q: 3 clusters Score -7796871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7796878.500000 Penalty: 3673.521240
	Iteration 188Q: 3 clusters Score -7796878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7796876.500000 Penalty: 3673.521240
	Iteration 189Q: 3 clusters Score -7796876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7796874.000000 Penalty: 3673.521240
	Iteration 190Q: 3 clusters Score -7796874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -7796878.000000 Penalty: 3673.521240
	Iteration 191Q: 3 clusters Score -7796878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7796886.000000 Penalty: 3673.521240
	Iteration 192Q: 3 clusters Score -7796886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7796886.500000 Penalty: 3673.521240
	Iteration 193Q: 3 clusters Score -7796886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7796891.500000 Penalty: 3673.521240
	Iteration 194Q: 3 clusters Score -7796892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7796888.500000 Penalty: 3673.521240
	Iteration 195Q: 3 clusters Score -7796888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7796886.000000 Penalty: 3673.521240
	Iteration 196Q: 3 clusters Score -7796886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -7796885.000000 Penalty: 3673.521240
	Iteration 197Q: 3 clusters Score -7796885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796891.000000 Penalty: 3673.521240
	Iteration 198Q: 3 clusters Score -7796891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796881.500000 Penalty: 3673.521240
	Iteration 199Q: 3 clusters Score -7796882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7796875.000000 Penalty: 3673.521240
	Iteration 200F: 3 clusters Score -7796875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7796881.500000 Penalty: 3673.521240
	Iteration 201Q: 3 clusters Score -7796882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7796874.000000 Penalty: 3673.521240
	Iteration 202Q: 3 clusters Score -7796874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796884.000000 Penalty: 3673.521240
	Iteration 203Q: 3 clusters Score -7796884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7796883.500000 Penalty: 3673.521240
	Iteration 204Q: 3 clusters Score -7796884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -7796888.000000 Penalty: 3673.521240
	Iteration 205Q: 3 clusters Score -7796888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7796889.000000 Penalty: 3673.521240
	Iteration 206Q: 3 clusters Score -7796889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796884.500000 Penalty: 3673.521240
	Iteration 207Q: 3 clusters Score -7796884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7796873.000000 Penalty: 3673.521240
	Iteration 208Q: 3 clusters Score -7796873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7796874.000000 Penalty: 3673.521240
	Iteration 209Q: 3 clusters Score -7796874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7796869.000000 Penalty: 3673.521240
	Iteration 210Q: 3 clusters Score -7796869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7796869.000000 Penalty: 3673.521240
	Iteration 211Q: 3 clusters Score -7796869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7796875.500000 Penalty: 3673.521240
	Iteration 212Q: 3 clusters Score -7796876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7796878.500000 Penalty: 3673.521240
	Iteration 213Q: 3 clusters Score -7796878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7796886.000000 Penalty: 3673.521240
	Iteration 214Q: 3 clusters Score -7796886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7796886.000000 Penalty: 3673.521240
	Iteration 215Q: 3 clusters Score -7796886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7796871.000000 Penalty: 3673.521240
	Iteration 216Q: 3 clusters Score -7796871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7796873.500000 Penalty: 3673.521240
	Iteration 217Q: 3 clusters Score -7796874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7796879.000000 Penalty: 3673.521240
	Iteration 218Q: 3 clusters Score -7796879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -7796860.000000 Penalty: 3673.521240
	Iteration 219Q: 3 clusters Score -7796860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -7796867.500000 Penalty: 3673.521240
	Iteration 220F: 3 clusters Score -7796868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -7796862.500000 Penalty: 3673.521240
	Iteration 221Q: 3 clusters Score -7796862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7796872.500000 Penalty: 3673.521240
	Iteration 222Q: 3 clusters Score -7796872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -7796858.000000 Penalty: 3673.521240
	Iteration 223Q: 3 clusters Score -7796858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -7796859.500000 Penalty: 3673.521240
	Iteration 224Q: 3 clusters Score -7796860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -7796856.000000 Penalty: 3673.521240
	Iteration 225Q: 3 clusters Score -7796856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -7796868.500000 Penalty: 3673.521240
	Iteration 226Q: 3 clusters Score -7796868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7796874.500000 Penalty: 3673.521240
	Iteration 227Q: 3 clusters Score -7796874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -7796875.500000 Penalty: 3673.521240
	Iteration 228Q: 3 clusters Score -7796876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -7796888.500000 Penalty: 3673.521240
	Iteration 229Q: 3 clusters Score -7796888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -7796894.500000 Penalty: 3673.521240
	Iteration 230Q: 3 clusters Score -7796894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7796887.000000 Penalty: 3673.521240
	Iteration 231Q: 3 clusters Score -7796887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -7796875.500000 Penalty: 3673.521240
	Iteration 232Q: 3 clusters Score -7796876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -7796884.500000 Penalty: 3673.521240
	Iteration 233Q: 3 clusters Score -7796884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7796894.000000 Penalty: 3673.521240
	Iteration 234Q: 3 clusters Score -7796894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7796907.000000 Penalty: 3673.521240
	Iteration 235Q: 3 clusters Score -7796907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7796898.500000 Penalty: 3673.521240
	Iteration 236Q: 3 clusters Score -7796898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7796896.000000 Penalty: 3673.521240
	Iteration 237Q: 3 clusters Score -7796896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -7796895.500000 Penalty: 3673.521240
	Iteration 238Q: 3 clusters Score -7796896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7796888.000000 Penalty: 3673.521240
	Iteration 239Q: 3 clusters Score -7796888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7796887.500000 Penalty: 3673.521240
	Iteration 240F: 3 clusters Score -7796888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7796878.000000 Penalty: 3673.521240
	Iteration 241Q: 3 clusters Score -7796878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -7796889.000000 Penalty: 3673.521240
	Iteration 242Q: 3 clusters Score -7796889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7796891.500000 Penalty: 3673.521240
	Iteration 243Q: 3 clusters Score -7796892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -7796902.000000 Penalty: 3673.521240
	Iteration 244Q: 3 clusters Score -7796902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7796901.500000 Penalty: 3673.521240
	Iteration 245Q: 3 clusters Score -7796902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7796903.500000 Penalty: 3673.521240
	Iteration 246Q: 3 clusters Score -7796904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7796901.500000 Penalty: 3673.521240
	Iteration 247Q: 3 clusters Score -7796902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -7796900.500000 Penalty: 3673.521240
	Iteration 248Q: 3 clusters Score -7796900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7796893.000000 Penalty: 3673.521240
	Iteration 249Q: 3 clusters Score -7796893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -7796900.000000 Penalty: 3673.521240
	Iteration 250Q: 3 clusters Score -7796900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -7796915.500000 Penalty: 3673.521240
	Iteration 251Q: 3 clusters Score -7796916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7796914.500000 Penalty: 3673.521240
	Iteration 252Q: 3 clusters Score -7796914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -7796903.000000 Penalty: 3673.521240
	Iteration 253Q: 3 clusters Score -7796903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7796905.500000 Penalty: 3673.521240
	Iteration 254Q: 3 clusters Score -7796906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -7796904.500000 Penalty: 3673.521240
	Iteration 255Q: 3 clusters Score -7796904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -7796897.000000 Penalty: 3673.521240
	Iteration 256Q: 3 clusters Score -7796897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -7796896.000000 Penalty: 3673.521240
	Iteration 257Q: 3 clusters Score -7796896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -7796902.000000 Penalty: 3673.521240
	Iteration 258Q: 3 clusters Score -7796902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -7796910.500000 Penalty: 3673.521240
	Iteration 259Q: 3 clusters Score -7796910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7796909.000000 Penalty: 3673.521240
	Iteration 260F: 3 clusters Score -7796909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -7796905.500000 Penalty: 3673.521240
	Iteration 261Q: 3 clusters Score -7796906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7796912.000000 Penalty: 3673.521240
	Iteration 262Q: 3 clusters Score -7796912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -7796908.500000 Penalty: 3673.521240
	Iteration 263Q: 3 clusters Score -7796908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -7796911.000000 Penalty: 3673.521240
	Iteration 264Q: 3 clusters Score -7796911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -7796909.500000 Penalty: 3673.521240
	Iteration 265Q: 3 clusters Score -7796910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -7796906.000000 Penalty: 3673.521240
	Iteration 266Q: 3 clusters Score -7796906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -7796906.000000 Penalty: 3673.521240
	Iteration 267Q: 3 clusters Score -7796906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -7796896.000000 Penalty: 3673.521240
	Iteration 268Q: 3 clusters Score -7796896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7796902.500000 Penalty: 3673.521240
	Iteration 269Q: 3 clusters Score -7796902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -7796899.000000 Penalty: 3673.521240
	Iteration 270Q: 3 clusters Score -7796899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7796906.500000 Penalty: 3673.521240
	Iteration 271Q: 3 clusters Score -7796906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -7796905.500000 Penalty: 3673.521240
	Iteration 272Q: 3 clusters Score -7796906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -7796907.500000 Penalty: 3673.521240
	Iteration 273Q: 3 clusters Score -7796908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -7796910.000000 Penalty: 3673.521240
	Iteration 274Q: 3 clusters Score -7796910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7796908.000000 Penalty: 3673.521240
	Iteration 275Q: 3 clusters Score -7796908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7796908.000000 Penalty: 3673.521240
	Iteration 276F: 3 clusters Score -7796908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Entering Unmasked Estep 
Score: -679539.062500 Penalty: 1454.945435
	Iteration 0F: 2 clusters Score -679539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -673967.562500 Penalty: 2909.890869
	Iteration 0F: 3 clusters Score -673967.6 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -676639.812500 Penalty: 2909.890869
	Iteration 1F: 3 clusters Score -676639.8 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -677716.250000 Penalty: 2909.890869
	Iteration 2F: 3 clusters Score -677716.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -678742.562500 Penalty: 2909.890869
	Iteration 3F: 3 clusters Score -678742.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -679478.937500 Penalty: 2909.890869
	Iteration 4F: 3 clusters Score -679478.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -679803.187500 Penalty: 2909.890869
	Iteration 5F: 3 clusters Score -679803.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -679962.312500 Penalty: 2909.890869
	Iteration 6Q: 3 clusters Score -679962.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -680059.687500 Penalty: 2909.890869
	Iteration 7Q: 3 clusters Score -680059.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -680161.312500 Penalty: 2909.890869
	Iteration 8Q: 3 clusters Score -680161.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -680277.562500 Penalty: 2909.890869
	Iteration 9Q: 3 clusters Score -680277.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -680377.375000 Penalty: 2909.890869
	Iteration 10Q: 3 clusters Score -680377.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -680421.750000 Penalty: 2909.890869
	Iteration 11Q: 3 clusters Score -680421.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -680442.187500 Penalty: 2909.890869
	Iteration 12Q: 3 clusters Score -680442.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -680452.937500 Penalty: 2909.890869
	Iteration 13Q: 3 clusters Score -680452.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -680462.562500 Penalty: 2909.890869
	Iteration 14Q: 3 clusters Score -680462.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -680467.437500 Penalty: 2909.890869
	Iteration 15Q: 3 clusters Score -680467.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -680474.125000 Penalty: 2909.890869
	Iteration 16Q: 3 clusters Score -680474.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -680480.312500 Penalty: 2909.890869
	Iteration 17Q: 3 clusters Score -680480.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -680485.375000 Penalty: 2909.890869
	Iteration 18Q: 3 clusters Score -680485.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -680490.875000 Penalty: 2909.890869
	Iteration 19Q: 3 clusters Score -680490.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -680499.812500 Penalty: 2909.890869
	Iteration 20F: 3 clusters Score -680499.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -680503.437500 Penalty: 2909.890869
	Iteration 21Q: 3 clusters Score -680503.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -680507.937500 Penalty: 2909.890869
	Iteration 22Q: 3 clusters Score -680507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -680508.687500 Penalty: 2909.890869
	Iteration 23Q: 3 clusters Score -680508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -680509.812500 Penalty: 2909.890869
	Iteration 24Q: 3 clusters Score -680509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -680513.562500 Penalty: 2909.890869
	Iteration 25Q: 3 clusters Score -680513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -680515.375000 Penalty: 2909.890869
	Iteration 26Q: 3 clusters Score -680515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -680516.125000 Penalty: 2909.890869
	Iteration 27Q: 3 clusters Score -680516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -680515.125000 Penalty: 2909.890869
	Iteration 28Q: 3 clusters Score -680515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -680515.125000 Penalty: 2909.890869
	Iteration 29F: 3 clusters Score -680515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 5451 members 
Entering Unmasked Estep 
Score: -49709932.000000 Penalty: 62232.195312
Splitting cluster 15 changes total score from -49690240.000000 to -49709932.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -792644.375000 Penalty: 1476.386719
	Iteration 0F: 2 clusters Score -792644.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -786340.250000 Penalty: 2952.773438
	Iteration 0F: 3 clusters Score -786340.2 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -788403.187500 Penalty: 2952.773438
	Iteration 1F: 3 clusters Score -788403.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -788844.937500 Penalty: 2952.773438
	Iteration 2F: 3 clusters Score -788844.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -789281.875000 Penalty: 2952.773438
	Iteration 3F: 3 clusters Score -789281.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -789776.437500 Penalty: 2952.773438
	Iteration 4F: 3 clusters Score -789776.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -790287.687500 Penalty: 2952.773438
	Iteration 5F: 3 clusters Score -790287.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -790735.125000 Penalty: 2952.773438
	Iteration 6F: 3 clusters Score -790735.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -791115.937500 Penalty: 2952.773438
	Iteration 7F: 3 clusters Score -791115.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -791408.937500 Penalty: 2952.773438
	Iteration 8Q: 3 clusters Score -791408.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -791615.875000 Penalty: 2952.773438
	Iteration 9Q: 3 clusters Score -791615.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -791785.687500 Penalty: 2952.773438
	Iteration 10Q: 3 clusters Score -791785.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -791946.125000 Penalty: 2952.773438
	Iteration 11Q: 3 clusters Score -791946.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -792085.750000 Penalty: 2952.773438
	Iteration 12Q: 3 clusters Score -792085.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -792195.062500 Penalty: 2952.773438
	Iteration 13Q: 3 clusters Score -792195.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -792280.750000 Penalty: 2952.773438
	Iteration 14Q: 3 clusters Score -792280.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -792333.750000 Penalty: 2952.773438
	Iteration 15Q: 3 clusters Score -792333.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -792368.562500 Penalty: 2952.773438
	Iteration 16Q: 3 clusters Score -792368.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -792397.250000 Penalty: 2952.773438
	Iteration 17Q: 3 clusters Score -792397.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -792414.750000 Penalty: 2952.773438
	Iteration 18Q: 3 clusters Score -792414.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -792431.625000 Penalty: 2952.773438
	Iteration 19Q: 3 clusters Score -792431.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -792440.750000 Penalty: 2952.773438
	Iteration 20F: 3 clusters Score -792440.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -792444.562500 Penalty: 2952.773438
	Iteration 21Q: 3 clusters Score -792444.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -792447.000000 Penalty: 2952.773438
	Iteration 22Q: 3 clusters Score -792447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -792449.250000 Penalty: 2952.773438
	Iteration 23Q: 3 clusters Score -792449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -792449.562500 Penalty: 2952.773438
	Iteration 24Q: 3 clusters Score -792449.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -792448.937500 Penalty: 2952.773438
	Iteration 25Q: 3 clusters Score -792448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -792450.000000 Penalty: 2952.773438
	Iteration 26Q: 3 clusters Score -792450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -792449.437500 Penalty: 2952.773438
	Iteration 27Q: 3 clusters Score -792449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -792451.000000 Penalty: 2952.773438
	Iteration 28Q: 3 clusters Score -792451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -792449.625000 Penalty: 2952.773438
	Iteration 29Q: 3 clusters Score -792449.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -792452.062500 Penalty: 2952.773438
	Iteration 30Q: 3 clusters Score -792452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -792453.187500 Penalty: 2952.773438
	Iteration 31Q: 3 clusters Score -792453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -792453.187500 Penalty: 2952.773438
	Iteration 32F: 3 clusters Score -792453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Entering Unmasked Estep 
Score: -8144182.000000 Penalty: 1849.474365
	Iteration 0F: 2 clusters Score -8144182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8088275.500000 Penalty: 3698.948730
	Iteration 0F: 3 clusters Score -8088276 nChanged 41881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -8112892.500000 Penalty: 3698.948730
	Iteration 1F: 3 clusters Score -8112892 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -8114172.500000 Penalty: 3698.948730
	Iteration 2F: 3 clusters Score -8114172 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -8116033.000000 Penalty: 3698.948730
	Iteration 3F: 3 clusters Score -8116033 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -8117986.000000 Penalty: 3698.948730
	Iteration 4F: 3 clusters Score -8117986 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -8119401.000000 Penalty: 3698.948730
	Iteration 5F: 3 clusters Score -8119401 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -8119887.000000 Penalty: 3698.948730
	Iteration 6F: 3 clusters Score -8119887 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -8120255.000000 Penalty: 3698.948730
	Iteration 7F: 3 clusters Score -8120255 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -8120345.500000 Penalty: 3698.948730
	Iteration 8Q: 3 clusters Score -8120346 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -8120428.500000 Penalty: 3698.948730
	Iteration 9Q: 3 clusters Score -8120428 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -8120439.500000 Penalty: 3698.948730
	Iteration 10Q: 3 clusters Score -8120440 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -8124517.000000 Penalty: 3698.948730
	Iteration 11Q: 3 clusters Score -8124517 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -8129997.000000 Penalty: 3698.948730
	Iteration 12Q: 3 clusters Score -8129997 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -8137696.000000 Penalty: 3698.948730
	Iteration 13Q: 3 clusters Score -8137696 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -8145851.000000 Penalty: 3698.948730
	Iteration 14Q: 3 clusters Score -8145851 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -8151001.000000 Penalty: 3698.948730
	Iteration 15Q: 3 clusters Score -8151001 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -8152594.000000 Penalty: 3698.948730
	Iteration 16Q: 3 clusters Score -8152594 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8152831.500000 Penalty: 3698.948730
	Iteration 17Q: 3 clusters Score -8152832 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -8152883.000000 Penalty: 3698.948730
	Iteration 18Q: 3 clusters Score -8152883 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -8152825.500000 Penalty: 3698.948730
	Iteration 19Q: 3 clusters Score -8152826 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -8152855.500000 Penalty: 3698.948730
	Iteration 20F: 3 clusters Score -8152856 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8152912.500000 Penalty: 3698.948730
	Iteration 21Q: 3 clusters Score -8152912 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -8152970.500000 Penalty: 3698.948730
	Iteration 22Q: 3 clusters Score -8152970 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8153035.000000 Penalty: 3698.948730
	Iteration 23Q: 3 clusters Score -8153035 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -8153116.000000 Penalty: 3698.948730
	Iteration 24Q: 3 clusters Score -8153116 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -8153175.000000 Penalty: 3698.948730
	Iteration 25Q: 3 clusters Score -8153175 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8153259.000000 Penalty: 3698.948730
	Iteration 26Q: 3 clusters Score -8153259 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -8153385.000000 Penalty: 3698.948730
	Iteration 27Q: 3 clusters Score -8153385 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -8153483.500000 Penalty: 3698.948730
	Iteration 28Q: 3 clusters Score -8153484 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -8153599.000000 Penalty: 3698.948730
	Iteration 29Q: 3 clusters Score -8153599 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8153707.500000 Penalty: 3698.948730
	Iteration 30Q: 3 clusters Score -8153708 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -8153794.000000 Penalty: 3698.948730
	Iteration 31Q: 3 clusters Score -8153794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -8153878.500000 Penalty: 3698.948730
	Iteration 32Q: 3 clusters Score -8153878 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -8153955.000000 Penalty: 3698.948730
	Iteration 33Q: 3 clusters Score -8153955 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -8153994.000000 Penalty: 3698.948730
	Iteration 34Q: 3 clusters Score -8153994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -8154036.500000 Penalty: 3698.948730
	Iteration 35Q: 3 clusters Score -8154036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -8154094.000000 Penalty: 3698.948730
	Iteration 36Q: 3 clusters Score -8154094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -8154124.000000 Penalty: 3698.948730
	Iteration 37Q: 3 clusters Score -8154124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -8154172.000000 Penalty: 3698.948730
	Iteration 38Q: 3 clusters Score -8154172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -8154214.000000 Penalty: 3698.948730
	Iteration 39Q: 3 clusters Score -8154214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -8154224.000000 Penalty: 3698.948730
	Iteration 40F: 3 clusters Score -8154224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -8154221.500000 Penalty: 3698.948730
	Iteration 41Q: 3 clusters Score -8154222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -8154245.500000 Penalty: 3698.948730
	Iteration 42Q: 3 clusters Score -8154246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -8154269.000000 Penalty: 3698.948730
	Iteration 43Q: 3 clusters Score -8154269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -8154289.000000 Penalty: 3698.948730
	Iteration 44Q: 3 clusters Score -8154289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -8154302.000000 Penalty: 3698.948730
	Iteration 45Q: 3 clusters Score -8154302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -8154307.000000 Penalty: 3698.948730
	Iteration 46Q: 3 clusters Score -8154307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -8154313.000000 Penalty: 3698.948730
	Iteration 47Q: 3 clusters Score -8154313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -8154314.500000 Penalty: 3698.948730
	Iteration 48Q: 3 clusters Score -8154314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8154302.000000 Penalty: 3698.948730
	Iteration 49Q: 3 clusters Score -8154302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -8154323.000000 Penalty: 3698.948730
	Iteration 50Q: 3 clusters Score -8154323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -8154340.500000 Penalty: 3698.948730
	Iteration 51Q: 3 clusters Score -8154340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -8154354.000000 Penalty: 3698.948730
	Iteration 52Q: 3 clusters Score -8154354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -8154369.000000 Penalty: 3698.948730
	Iteration 53Q: 3 clusters Score -8154369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -8154363.000000 Penalty: 3698.948730
	Iteration 54Q: 3 clusters Score -8154363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -8154364.500000 Penalty: 3698.948730
	Iteration 55Q: 3 clusters Score -8154364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -8154362.000000 Penalty: 3698.948730
	Iteration 56Q: 3 clusters Score -8154362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -8154369.000000 Penalty: 3698.948730
	Iteration 57Q: 3 clusters Score -8154369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -8154359.500000 Penalty: 3698.948730
	Iteration 58Q: 3 clusters Score -8154360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -8154360.500000 Penalty: 3698.948730
	Iteration 59Q: 3 clusters Score -8154360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -8154365.000000 Penalty: 3698.948730
	Iteration 60F: 3 clusters Score -8154365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -8154370.500000 Penalty: 3698.948730
	Iteration 61Q: 3 clusters Score -8154370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -8154362.000000 Penalty: 3698.948730
	Iteration 62Q: 3 clusters Score -8154362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -8154368.000000 Penalty: 3698.948730
	Iteration 63Q: 3 clusters Score -8154368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -8154369.000000 Penalty: 3698.948730
	Iteration 64Q: 3 clusters Score -8154369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -8154360.500000 Penalty: 3698.948730
	Iteration 65Q: 3 clusters Score -8154360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -8154362.000000 Penalty: 3698.948730
	Iteration 66Q: 3 clusters Score -8154362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -8154354.500000 Penalty: 3698.948730
	Iteration 67Q: 3 clusters Score -8154354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -8154356.500000 Penalty: 3698.948730
	Iteration 68Q: 3 clusters Score -8154356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -8154365.500000 Penalty: 3698.948730
	Iteration 69Q: 3 clusters Score -8154366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -8154360.500000 Penalty: 3698.948730
	Iteration 70Q: 3 clusters Score -8154360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -8154362.500000 Penalty: 3698.948730
	Iteration 71Q: 3 clusters Score -8154362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -8154360.000000 Penalty: 3698.948730
	Iteration 72Q: 3 clusters Score -8154360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -8154360.500000 Penalty: 3698.948730
	Iteration 73Q: 3 clusters Score -8154360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -8154360.500000 Penalty: 3698.948730
	Iteration 74F: 3 clusters Score -8154360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 79658 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 5451 members 
Mstep: Class 30 contains 8016 members 
Entering Unmasked Estep 
Score: -49719656.000000 Penalty: 64378.132812
Splitting cluster 17 changes total score from -49690240.000000 to -49719656.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (14447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Entering Unmasked Estep 
Score: -1208252.000000 Penalty: 1556.464355
	Iteration 0F: 2 clusters Score -1208252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1198252.500000 Penalty: 3112.928711
	Iteration 0F: 3 clusters Score -1198252 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1202675.125000 Penalty: 3112.928711
	Iteration 1F: 3 clusters Score -1202675 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1203945.250000 Penalty: 3112.928711
	Iteration 2F: 3 clusters Score -1203945 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1205798.750000 Penalty: 3112.928711
	Iteration 3F: 3 clusters Score -1205799 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1207825.875000 Penalty: 3112.928711
	Iteration 4F: 3 clusters Score -1207826 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1209267.875000 Penalty: 3112.928711
	Iteration 5F: 3 clusters Score -1209268 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1209990.625000 Penalty: 3112.928711
	Iteration 6F: 3 clusters Score -1209991 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1210333.375000 Penalty: 3112.928711
	Iteration 7Q: 3 clusters Score -1210333 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1210497.500000 Penalty: 3112.928711
	Iteration 8Q: 3 clusters Score -1210498 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1210610.250000 Penalty: 3112.928711
	Iteration 9Q: 3 clusters Score -1210610 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1210679.500000 Penalty: 3112.928711
	Iteration 10Q: 3 clusters Score -1210680 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1210724.875000 Penalty: 3112.928711
	Iteration 11Q: 3 clusters Score -1210725 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1210751.750000 Penalty: 3112.928711
	Iteration 12Q: 3 clusters Score -1210752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1210764.750000 Penalty: 3112.928711
	Iteration 13Q: 3 clusters Score -1210765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1210775.375000 Penalty: 3112.928711
	Iteration 14Q: 3 clusters Score -1210775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1210787.250000 Penalty: 3112.928711
	Iteration 15Q: 3 clusters Score -1210787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1210792.875000 Penalty: 3112.928711
	Iteration 16Q: 3 clusters Score -1210793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1210803.500000 Penalty: 3112.928711
	Iteration 17Q: 3 clusters Score -1210804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1210809.875000 Penalty: 3112.928711
	Iteration 18Q: 3 clusters Score -1210810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1210810.875000 Penalty: 3112.928711
	Iteration 19Q: 3 clusters Score -1210811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1210812.625000 Penalty: 3112.928711
	Iteration 20F: 3 clusters Score -1210813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1210812.000000 Penalty: 3112.928711
	Iteration 21Q: 3 clusters Score -1210812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1210811.875000 Penalty: 3112.928711
	Iteration 22Q: 3 clusters Score -1210812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1210812.000000 Penalty: 3112.928711
	Iteration 23Q: 3 clusters Score -1210812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1210812.000000 Penalty: 3112.928711
	Iteration 24F: 3 clusters Score -1210812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 79658 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 19 contains 86497 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 5451 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 1804 members 
Entering Unmasked Estep 
Score: -49721756.000000 Penalty: 66524.070312
Splitting cluster 18 changes total score from -49690240.000000 to -49721756.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (86497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Entering Unmasked Estep 
Score: -8367221.500000 Penalty: 1847.277954
	Iteration 0F: 2 clusters Score -8367222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -8307994.000000 Penalty: 3694.555908
	Iteration 0F: 3 clusters Score -8307994 nChanged 41162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -8331495.500000 Penalty: 3694.555908
	Iteration 1F: 3 clusters Score -8331496 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -8332460.000000 Penalty: 3694.555908
	Iteration 2F: 3 clusters Score -8332460 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8333132.500000 Penalty: 3694.555908
	Iteration 3F: 3 clusters Score -8333132 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8334273.500000 Penalty: 3694.555908
	Iteration 4Q: 3 clusters Score -8334274 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8336244.500000 Penalty: 3694.555908
	Iteration 5F: 3 clusters Score -8336244 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8339244.000000 Penalty: 3694.555908
	Iteration 6F: 3 clusters Score -8339244 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -8343653.000000 Penalty: 3694.555908
	Iteration 7F: 3 clusters Score -8343653 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -8349728.000000 Penalty: 3694.555908
	Iteration 8F: 3 clusters Score -8349728 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -8356183.000000 Penalty: 3694.555908
	Iteration 9F: 3 clusters Score -8356183 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -8360698.500000 Penalty: 3694.555908
	Iteration 10F: 3 clusters Score -8360698 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -8363064.000000 Penalty: 3694.555908
	Iteration 11Q: 3 clusters Score -8363064 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8364264.000000 Penalty: 3694.555908
	Iteration 12Q: 3 clusters Score -8364264 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8365418.500000 Penalty: 3694.555908
	Iteration 13Q: 3 clusters Score -8365418 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -8366264.500000 Penalty: 3694.555908
	Iteration 14Q: 3 clusters Score -8366264 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8366931.000000 Penalty: 3694.555908
	Iteration 15Q: 3 clusters Score -8366931 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8367378.000000 Penalty: 3694.555908
	Iteration 16Q: 3 clusters Score -8367378 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -8367697.500000 Penalty: 3694.555908
	Iteration 17Q: 3 clusters Score -8367698 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -8367882.000000 Penalty: 3694.555908
	Iteration 18Q: 3 clusters Score -8367882 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -8368030.000000 Penalty: 3694.555908
	Iteration 19Q: 3 clusters Score -8368030 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -8368092.000000 Penalty: 3694.555908
	Iteration 20F: 3 clusters Score -8368092 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -8368149.000000 Penalty: 3694.555908
	Iteration 21Q: 3 clusters Score -8368149 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -8368130.500000 Penalty: 3694.555908
	Iteration 22Q: 3 clusters Score -8368130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8368083.000000 Penalty: 3694.555908
	Iteration 23Q: 3 clusters Score -8368083 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -8368086.000000 Penalty: 3694.555908
	Iteration 24Q: 3 clusters Score -8368086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -8368095.500000 Penalty: 3694.555908
	Iteration 25Q: 3 clusters Score -8368096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -8368098.000000 Penalty: 3694.555908
	Iteration 26Q: 3 clusters Score -8368098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -8368095.500000 Penalty: 3694.555908
	Iteration 27Q: 3 clusters Score -8368096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -8368111.500000 Penalty: 3694.555908
	Iteration 28Q: 3 clusters Score -8368112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -8368108.000000 Penalty: 3694.555908
	Iteration 29Q: 3 clusters Score -8368108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -8368091.000000 Penalty: 3694.555908
	Iteration 30Q: 3 clusters Score -8368091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -8368100.500000 Penalty: 3694.555908
	Iteration 31Q: 3 clusters Score -8368100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -8368087.000000 Penalty: 3694.555908
	Iteration 32Q: 3 clusters Score -8368087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -8368091.000000 Penalty: 3694.555908
	Iteration 33Q: 3 clusters Score -8368091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -8368084.000000 Penalty: 3694.555908
	Iteration 34Q: 3 clusters Score -8368084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -8368086.500000 Penalty: 3694.555908
	Iteration 35Q: 3 clusters Score -8368086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -8368089.500000 Penalty: 3694.555908
	Iteration 36Q: 3 clusters Score -8368090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -8368090.500000 Penalty: 3694.555908
	Iteration 37Q: 3 clusters Score -8368090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -8368093.000000 Penalty: 3694.555908
	Iteration 38Q: 3 clusters Score -8368093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -8368094.500000 Penalty: 3694.555908
	Iteration 39Q: 3 clusters Score -8368094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -8368097.500000 Penalty: 3694.555908
	Iteration 40F: 3 clusters Score -8368098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -8368094.000000 Penalty: 3694.555908
	Iteration 41Q: 3 clusters Score -8368094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -8368093.000000 Penalty: 3694.555908
	Iteration 42Q: 3 clusters Score -8368093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -8368094.000000 Penalty: 3694.555908
	Iteration 43Q: 3 clusters Score -8368094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -8368094.000000 Penalty: 3694.555908
	Iteration 44F: 3 clusters Score -8368094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 79658 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 19 contains 48220 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 5451 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 1804 members 
Mstep: Class 32 contains 38277 members 
Entering Unmasked Estep 
Score: -49722012.000000 Penalty: 68670.007812
Splitting cluster 19 changes total score from -49690240.000000 to -49722012.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (38822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Entering Unmasked Estep 
Score: -3712521.750000 Penalty: 1717.095581
	Iteration 0F: 2 clusters Score -3712522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3687618.250000 Penalty: 3434.191162
	Iteration 0F: 3 clusters Score -3687618 nChanged 18256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3698013.000000 Penalty: 3434.191162
	Iteration 1F: 3 clusters Score -3698013 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3698672.750000 Penalty: 3434.191162
	Iteration 2Q: 3 clusters Score -3698673 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3699501.250000 Penalty: 3434.191162
	Iteration 3Q: 3 clusters Score -3699501 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3700435.750000 Penalty: 3434.191162
	Iteration 4F: 3 clusters Score -3700436 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3701607.250000 Penalty: 3434.191162
	Iteration 5F: 3 clusters Score -3701607 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3702944.000000 Penalty: 3434.191162
	Iteration 6F: 3 clusters Score -3702944 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3704481.750000 Penalty: 3434.191162
	Iteration 7F: 3 clusters Score -3704482 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3705890.250000 Penalty: 3434.191162
	Iteration 8F: 3 clusters Score -3705890 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3706994.500000 Penalty: 3434.191162
	Iteration 9F: 3 clusters Score -3706994 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3707707.250000 Penalty: 3434.191162
	Iteration 10Q: 3 clusters Score -3707707 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3708121.750000 Penalty: 3434.191162
	Iteration 11Q: 3 clusters Score -3708122 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3708339.250000 Penalty: 3434.191162
	Iteration 12Q: 3 clusters Score -3708339 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3708500.750000 Penalty: 3434.191162
	Iteration 13Q: 3 clusters Score -3708501 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3708586.500000 Penalty: 3434.191162
	Iteration 14Q: 3 clusters Score -3708586 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3708639.500000 Penalty: 3434.191162
	Iteration 15Q: 3 clusters Score -3708640 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3708693.750000 Penalty: 3434.191162
	Iteration 16Q: 3 clusters Score -3708694 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3708750.000000 Penalty: 3434.191162
	Iteration 17Q: 3 clusters Score -3708750 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3708771.250000 Penalty: 3434.191162
	Iteration 18Q: 3 clusters Score -3708771 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3708807.250000 Penalty: 3434.191162
	Iteration 19Q: 3 clusters Score -3708807 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3708828.500000 Penalty: 3434.191162
	Iteration 20F: 3 clusters Score -3708828 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3708838.750000 Penalty: 3434.191162
	Iteration 21Q: 3 clusters Score -3708839 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3708835.000000 Penalty: 3434.191162
	Iteration 22Q: 3 clusters Score -3708835 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3708863.500000 Penalty: 3434.191162
	Iteration 23Q: 3 clusters Score -3708864 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3708884.250000 Penalty: 3434.191162
	Iteration 24Q: 3 clusters Score -3708884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3708888.250000 Penalty: 3434.191162
	Iteration 25Q: 3 clusters Score -3708888 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3708902.250000 Penalty: 3434.191162
	Iteration 26Q: 3 clusters Score -3708902 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3708923.000000 Penalty: 3434.191162
	Iteration 27Q: 3 clusters Score -3708923 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3708943.500000 Penalty: 3434.191162
	Iteration 28Q: 3 clusters Score -3708944 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3708952.250000 Penalty: 3434.191162
	Iteration 29Q: 3 clusters Score -3708952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3708956.250000 Penalty: 3434.191162
	Iteration 30Q: 3 clusters Score -3708956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3708954.500000 Penalty: 3434.191162
	Iteration 31Q: 3 clusters Score -3708954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3708943.250000 Penalty: 3434.191162
	Iteration 32Q: 3 clusters Score -3708943 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3708950.750000 Penalty: 3434.191162
	Iteration 33Q: 3 clusters Score -3708951 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3708950.500000 Penalty: 3434.191162
	Iteration 34Q: 3 clusters Score -3708950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3708952.000000 Penalty: 3434.191162
	Iteration 35Q: 3 clusters Score -3708952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3708940.500000 Penalty: 3434.191162
	Iteration 36Q: 3 clusters Score -3708940 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3708977.250000 Penalty: 3434.191162
	Iteration 37Q: 3 clusters Score -3708977 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3709009.750000 Penalty: 3434.191162
	Iteration 38Q: 3 clusters Score -3709010 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3709024.500000 Penalty: 3434.191162
	Iteration 39Q: 3 clusters Score -3709024 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3709023.000000 Penalty: 3434.191162
	Iteration 40F: 3 clusters Score -3709023 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3709050.250000 Penalty: 3434.191162
	Iteration 41Q: 3 clusters Score -3709050 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3709087.750000 Penalty: 3434.191162
	Iteration 42Q: 3 clusters Score -3709088 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3709098.000000 Penalty: 3434.191162
	Iteration 43Q: 3 clusters Score -3709098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3709121.000000 Penalty: 3434.191162
	Iteration 44Q: 3 clusters Score -3709121 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3709134.500000 Penalty: 3434.191162
	Iteration 45Q: 3 clusters Score -3709134 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3709138.000000 Penalty: 3434.191162
	Iteration 46Q: 3 clusters Score -3709138 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3709161.250000 Penalty: 3434.191162
	Iteration 47Q: 3 clusters Score -3709161 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3709176.250000 Penalty: 3434.191162
	Iteration 48Q: 3 clusters Score -3709176 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3709212.250000 Penalty: 3434.191162
	Iteration 49Q: 3 clusters Score -3709212 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3709224.000000 Penalty: 3434.191162
	Iteration 50Q: 3 clusters Score -3709224 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3709250.250000 Penalty: 3434.191162
	Iteration 51Q: 3 clusters Score -3709250 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3709257.000000 Penalty: 3434.191162
	Iteration 52Q: 3 clusters Score -3709257 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3709284.000000 Penalty: 3434.191162
	Iteration 53Q: 3 clusters Score -3709284 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3709296.750000 Penalty: 3434.191162
	Iteration 54Q: 3 clusters Score -3709297 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3709301.750000 Penalty: 3434.191162
	Iteration 55Q: 3 clusters Score -3709302 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3709304.250000 Penalty: 3434.191162
	Iteration 56Q: 3 clusters Score -3709304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3709302.000000 Penalty: 3434.191162
	Iteration 57Q: 3 clusters Score -3709302 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3709307.000000 Penalty: 3434.191162
	Iteration 58Q: 3 clusters Score -3709307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3709308.500000 Penalty: 3434.191162
	Iteration 59Q: 3 clusters Score -3709308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3709309.500000 Penalty: 3434.191162
	Iteration 60F: 3 clusters Score -3709310 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3709310.500000 Penalty: 3434.191162
	Iteration 61Q: 3 clusters Score -3709310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3709316.000000 Penalty: 3434.191162
	Iteration 62Q: 3 clusters Score -3709316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3709310.500000 Penalty: 3434.191162
	Iteration 63Q: 3 clusters Score -3709310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3709312.500000 Penalty: 3434.191162
	Iteration 64Q: 3 clusters Score -3709312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3709317.750000 Penalty: 3434.191162
	Iteration 65Q: 3 clusters Score -3709318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3709315.500000 Penalty: 3434.191162
	Iteration 66Q: 3 clusters Score -3709316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3709321.250000 Penalty: 3434.191162
	Iteration 67Q: 3 clusters Score -3709321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3709322.750000 Penalty: 3434.191162
	Iteration 68Q: 3 clusters Score -3709323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3709326.000000 Penalty: 3434.191162
	Iteration 69Q: 3 clusters Score -3709326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3709331.750000 Penalty: 3434.191162
	Iteration 70Q: 3 clusters Score -3709332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3709331.750000 Penalty: 3434.191162
	Iteration 71Q: 3 clusters Score -3709332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3709326.500000 Penalty: 3434.191162
	Iteration 72Q: 3 clusters Score -3709326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3709326.250000 Penalty: 3434.191162
	Iteration 73Q: 3 clusters Score -3709326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3709321.250000 Penalty: 3434.191162
	Iteration 74Q: 3 clusters Score -3709321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3709313.500000 Penalty: 3434.191162
	Iteration 75Q: 3 clusters Score -3709314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3709321.500000 Penalty: 3434.191162
	Iteration 76Q: 3 clusters Score -3709322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3709315.500000 Penalty: 3434.191162
	Iteration 77Q: 3 clusters Score -3709316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3709326.500000 Penalty: 3434.191162
	Iteration 78Q: 3 clusters Score -3709326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3709339.750000 Penalty: 3434.191162
	Iteration 79Q: 3 clusters Score -3709340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3709336.750000 Penalty: 3434.191162
	Iteration 80F: 3 clusters Score -3709337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3709331.000000 Penalty: 3434.191162
	Iteration 81Q: 3 clusters Score -3709331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3709337.250000 Penalty: 3434.191162
	Iteration 82Q: 3 clusters Score -3709337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3709333.750000 Penalty: 3434.191162
	Iteration 83Q: 3 clusters Score -3709334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3709333.750000 Penalty: 3434.191162
	Iteration 84Q: 3 clusters Score -3709334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3709339.250000 Penalty: 3434.191162
	Iteration 85Q: 3 clusters Score -3709339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3709334.250000 Penalty: 3434.191162
	Iteration 86Q: 3 clusters Score -3709334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3709331.000000 Penalty: 3434.191162
	Iteration 87Q: 3 clusters Score -3709331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3709326.250000 Penalty: 3434.191162
	Iteration 88Q: 3 clusters Score -3709326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3709326.250000 Penalty: 3434.191162
	Iteration 89Q: 3 clusters Score -3709326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3709325.750000 Penalty: 3434.191162
	Iteration 90Q: 3 clusters Score -3709326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3709329.750000 Penalty: 3434.191162
	Iteration 91Q: 3 clusters Score -3709330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3709317.500000 Penalty: 3434.191162
	Iteration 92Q: 3 clusters Score -3709318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3709307.500000 Penalty: 3434.191162
	Iteration 93Q: 3 clusters Score -3709308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3709305.750000 Penalty: 3434.191162
	Iteration 94Q: 3 clusters Score -3709306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3709300.500000 Penalty: 3434.191162
	Iteration 95Q: 3 clusters Score -3709300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3709300.500000 Penalty: 3434.191162
	Iteration 96Q: 3 clusters Score -3709300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3709298.500000 Penalty: 3434.191162
	Iteration 97Q: 3 clusters Score -3709298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3709290.250000 Penalty: 3434.191162
	Iteration 98Q: 3 clusters Score -3709290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3709292.250000 Penalty: 3434.191162
	Iteration 99Q: 3 clusters Score -3709292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3709290.250000 Penalty: 3434.191162
	Iteration 100F: 3 clusters Score -3709290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3709291.750000 Penalty: 3434.191162
	Iteration 101Q: 3 clusters Score -3709292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3709292.250000 Penalty: 3434.191162
	Iteration 102Q: 3 clusters Score -3709292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3709288.500000 Penalty: 3434.191162
	Iteration 103Q: 3 clusters Score -3709288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3709288.500000 Penalty: 3434.191162
	Iteration 104Q: 3 clusters Score -3709288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3709285.750000 Penalty: 3434.191162
	Iteration 105Q: 3 clusters Score -3709286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3709288.750000 Penalty: 3434.191162
	Iteration 106Q: 3 clusters Score -3709289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3709289.500000 Penalty: 3434.191162
	Iteration 107Q: 3 clusters Score -3709290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3709286.250000 Penalty: 3434.191162
	Iteration 108Q: 3 clusters Score -3709286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3709286.250000 Penalty: 3434.191162
	Iteration 109F: 3 clusters Score -3709286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -475939.125000 Penalty: 1395.159790
	Iteration 0F: 2 clusters Score -475939.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -471776.187500 Penalty: 2790.319580
	Iteration 0F: 3 clusters Score -471776.2 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -473452.125000 Penalty: 2790.319580
	Iteration 1F: 3 clusters Score -473452.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -474739.500000 Penalty: 2790.319580
	Iteration 2F: 3 clusters Score -474739.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -475754.125000 Penalty: 2790.319580
	Iteration 3F: 3 clusters Score -475754.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -476525.812500 Penalty: 2790.319580
	Iteration 4F: 3 clusters Score -476525.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -476913.625000 Penalty: 2790.319580
	Iteration 5F: 3 clusters Score -476913.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -477117.187500 Penalty: 2790.319580
	Iteration 6Q: 3 clusters Score -477117.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -477220.125000 Penalty: 2790.319580
	Iteration 7Q: 3 clusters Score -477220.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -477306.000000 Penalty: 2790.319580
	Iteration 8Q: 3 clusters Score -477306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -477343.812500 Penalty: 2790.319580
	Iteration 9Q: 3 clusters Score -477343.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -477379.750000 Penalty: 2790.319580
	Iteration 10Q: 3 clusters Score -477379.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -477401.000000 Penalty: 2790.319580
	Iteration 11Q: 3 clusters Score -477401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -477409.812500 Penalty: 2790.319580
	Iteration 12Q: 3 clusters Score -477409.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -477416.062500 Penalty: 2790.319580
	Iteration 13Q: 3 clusters Score -477416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -477418.531250 Penalty: 2790.319580
	Iteration 14Q: 3 clusters Score -477418.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -477419.031250 Penalty: 2790.319580
	Iteration 15Q: 3 clusters Score -477419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -477419.031250 Penalty: 2790.319580
	Iteration 16F: 3 clusters Score -477419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 79658 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 19 contains 48220 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 5451 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 1804 members 
Mstep: Class 32 contains 38277 members 
Mstep: Class 33 contains 4688 members 
Entering Unmasked Estep 
Score: -49722736.000000 Penalty: 70815.945312
Splitting cluster 21 changes total score from -49690240.000000 to -49722736.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 79658 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 19 contains 48220 members 
Mstep: Class 20 contains 38822 members 
Mstep: Class 21 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739896.000000 Penalty: 70815.945312
Iteration 39Q: 34 clusters Score -4.97399e+07 nChanged 23880
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 20765 members 
Mstep: Class 4 contains 39131 members 
Mstep: Class 5 contains 18273 members 
Mstep: Class 6 contains 12950 members 
Mstep: Class 7 contains 23771 members 
Mstep: Class 8 contains 9598 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 13372 members 
Mstep: Class 12 contains 2991 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 80263 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 81129 members 
Mstep: Class 18 contains 13278 members 
Mstep: Class 19 contains 48613 members 
Mstep: Class 20 contains 38924 members 
Mstep: Class 21 contains 927 members 
Mstep: Class 22 contains 2340 members 
Mstep: Class 23 contains 35836 members 
Mstep: Class 24 contains 8082 members 
Mstep: Class 25 contains 2534 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 873 members 
Mstep: Class 28 contains 5324 members 
Mstep: Class 29 contains 5309 members 
Mstep: Class 30 contains 8025 members 
Mstep: Class 31 contains 1846 members 
Mstep: Class 32 contains 40023 members 
Mstep: Class 33 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49751764.000000 Penalty: 70815.945312
Iteration 40F: 34 clusters Score -4.975176e+07 nChanged 21161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 19710 members 
Mstep: Class 4 contains 36919 members 
Mstep: Class 5 contains 18125 members 
Mstep: Class 6 contains 12469 members 
Mstep: Class 7 contains 23443 members 
Mstep: Class 8 contains 9595 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 628 members 
Mstep: Class 14 contains 79647 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 82172 members 
Mstep: Class 18 contains 13421 members 
Mstep: Class 19 contains 47563 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 1047 members 
Mstep: Class 22 contains 2427 members 
Mstep: Class 23 contains 34154 members 
Mstep: Class 24 contains 8253 members 
Mstep: Class 25 contains 2515 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 5531 members 
Mstep: Class 29 contains 5385 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 2123 members 
Mstep: Class 32 contains 45980 members 
Mstep: Class 33 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49753236.000000 Penalty: 70815.945312
Iteration 41Q: 34 clusters Score -4.975324e+07 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1231 members 
Mstep: Class 3 contains 18960 members 
Mstep: Class 4 contains 35625 members 
Mstep: Class 5 contains 18007 members 
Mstep: Class 6 contains 12533 members 
Mstep: Class 7 contains 22908 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 13658 members 
Mstep: Class 12 contains 3001 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 79136 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 82703 members 
Mstep: Class 18 contains 13627 members 
Mstep: Class 19 contains 47369 members 
Mstep: Class 20 contains 37804 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 34478 members 
Mstep: Class 24 contains 8352 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 2994 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 5440 members 
Mstep: Class 30 contains 9576 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 47040 members 
Mstep: Class 33 contains 4746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49753356.000000 Penalty: 70815.945312
Iteration 42Q: 34 clusters Score -4.975336e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 18318 members 
Mstep: Class 4 contains 34817 members 
Mstep: Class 5 contains 17920 members 
Mstep: Class 6 contains 12819 members 
Mstep: Class 7 contains 22489 members 
Mstep: Class 8 contains 9634 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13981 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 684 members 
Mstep: Class 14 contains 78660 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 82739 members 
Mstep: Class 18 contains 13829 members 
Mstep: Class 19 contains 47602 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 36006 members 
Mstep: Class 24 contains 8421 members 
Mstep: Class 25 contains 2423 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 1061 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 5487 members 
Mstep: Class 30 contains 10211 members 
Mstep: Class 31 contains 2414 members 
Mstep: Class 32 contains 45744 members 
Mstep: Class 33 contains 4764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2070.538818 but Gain 2145.937500
Score: -49754188.000000 Penalty: 68670.007812
Iteration 43Q: 33 clusters Score -4.975419e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 17663 members 
Mstep: Class 4 contains 34097 members 
Mstep: Class 5 contains 17850 members 
Mstep: Class 6 contains 13151 members 
Mstep: Class 7 contains 22196 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 5014 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 11 contains 14308 members 
Mstep: Class 12 contains 3048 members 
Mstep: Class 13 contains 702 members 
Mstep: Class 14 contains 78474 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 83336 members 
Mstep: Class 18 contains 14109 members 
Mstep: Class 19 contains 47845 members 
Mstep: Class 20 contains 38043 members 
Mstep: Class 21 contains 1225 members 
Mstep: Class 22 contains 2471 members 
Mstep: Class 23 contains 37188 members 
Mstep: Class 24 contains 8502 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 3309 members 
Mstep: Class 27 contains 1096 members 
Mstep: Class 28 contains 5700 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 10811 members 
Mstep: Class 31 contains 2488 members 
Mstep: Class 32 contains 44888 members 
Mstep: Class 33 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756476.000000 Penalty: 68670.007812
Iteration 44Q: 33 clusters Score -4.975648e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 17119 members 
Mstep: Class 4 contains 33505 members 
Mstep: Class 5 contains 17803 members 
Mstep: Class 6 contains 13433 members 
Mstep: Class 7 contains 22000 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 4979 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 11 contains 14623 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 78127 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 82890 members 
Mstep: Class 18 contains 14232 members 
Mstep: Class 19 contains 47962 members 
Mstep: Class 20 contains 38123 members 
Mstep: Class 21 contains 1230 members 
Mstep: Class 22 contains 2473 members 
Mstep: Class 23 contains 37921 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 2336 members 
Mstep: Class 26 contains 3429 members 
Mstep: Class 27 contains 1122 members 
Mstep: Class 28 contains 5703 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 11556 members 
Mstep: Class 31 contains 2538 members 
Mstep: Class 32 contains 44410 members 
Mstep: Class 33 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49757652.000000 Penalty: 68670.007812
Iteration 45Q: 33 clusters Score -4.975765e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 16632 members 
Mstep: Class 4 contains 33002 members 
Mstep: Class 5 contains 17753 members 
Mstep: Class 6 contains 13737 members 
Mstep: Class 7 contains 21841 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 1579 members 
Mstep: Class 11 contains 14927 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 77726 members 
Mstep: Class 15 contains 2096 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 82496 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 48038 members 
Mstep: Class 20 contains 38208 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 2475 members 
Mstep: Class 23 contains 38441 members 
Mstep: Class 24 contains 8642 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3528 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 5705 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 12266 members 
Mstep: Class 31 contains 2569 members 
Mstep: Class 32 contains 44141 members 
Mstep: Class 33 contains 4782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49757996.000000 Penalty: 68670.007812
Iteration 46Q: 33 clusters Score -4.9758e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 16148 members 
Mstep: Class 4 contains 32574 members 
Mstep: Class 5 contains 17721 members 
Mstep: Class 6 contains 14080 members 
Mstep: Class 7 contains 21711 members 
Mstep: Class 8 contains 9746 members 
Mstep: Class 9 contains 4910 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 15199 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 741 members 
Mstep: Class 14 contains 77273 members 
Mstep: Class 15 contains 2062 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 82127 members 
Mstep: Class 18 contains 14363 members 
Mstep: Class 19 contains 48112 members 
Mstep: Class 20 contains 38279 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 2484 members 
Mstep: Class 23 contains 38809 members 
Mstep: Class 24 contains 8717 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 3608 members 
Mstep: Class 27 contains 1160 members 
Mstep: Class 28 contains 5710 members 
Mstep: Class 29 contains 5592 members 
Mstep: Class 30 contains 12996 members 
Mstep: Class 31 contains 2608 members 
Mstep: Class 32 contains 43946 members 
Mstep: Class 33 contains 4787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49757876.000000 Penalty: 68670.007812
Iteration 47Q: 33 clusters Score -4.975788e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 32236 members 
Mstep: Class 5 contains 17684 members 
Mstep: Class 6 contains 14448 members 
Mstep: Class 7 contains 21595 members 
Mstep: Class 8 contains 9767 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 11 contains 15455 members 
Mstep: Class 12 contains 3046 members 
Mstep: Class 13 contains 743 members 
Mstep: Class 14 contains 76777 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 81760 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 48187 members 
Mstep: Class 20 contains 38350 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 39062 members 
Mstep: Class 24 contains 8785 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 3679 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 13699 members 
Mstep: Class 31 contains 2622 members 
Mstep: Class 32 contains 43812 members 
Mstep: Class 33 contains 4794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756664.000000 Penalty: 68670.007812
Iteration 48Q: 33 clusters Score -4.975666e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 15304 members 
Mstep: Class 4 contains 31976 members 
Mstep: Class 5 contains 17657 members 
Mstep: Class 6 contains 14788 members 
Mstep: Class 7 contains 21519 members 
Mstep: Class 8 contains 9787 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 1558 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 76216 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 81379 members 
Mstep: Class 18 contains 14506 members 
Mstep: Class 19 contains 48294 members 
Mstep: Class 20 contains 38410 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 8830 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 5618 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 2638 members 
Mstep: Class 32 contains 43656 members 
Mstep: Class 33 contains 4800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755440.000000 Penalty: 68670.007812
Iteration 49Q: 33 clusters Score -4.975544e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 31761 members 
Mstep: Class 5 contains 17639 members 
Mstep: Class 6 contains 15179 members 
Mstep: Class 7 contains 21453 members 
Mstep: Class 8 contains 9800 members 
Mstep: Class 9 contains 4876 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 15963 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 75546 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 81123 members 
Mstep: Class 18 contains 14565 members 
Mstep: Class 19 contains 48374 members 
Mstep: Class 20 contains 38445 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 39363 members 
Mstep: Class 24 contains 8877 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 5634 members 
Mstep: Class 30 contains 15199 members 
Mstep: Class 31 contains 2652 members 
Mstep: Class 32 contains 43496 members 
Mstep: Class 33 contains 4802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49753300.000000 Penalty: 68670.007812
Iteration 50Q: 33 clusters Score -4.97533e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 14517 members 
Mstep: Class 4 contains 31569 members 
Mstep: Class 5 contains 17631 members 
Mstep: Class 6 contains 15527 members 
Mstep: Class 7 contains 21397 members 
Mstep: Class 8 contains 9811 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16193 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 74776 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 80953 members 
Mstep: Class 18 contains 14611 members 
Mstep: Class 19 contains 48456 members 
Mstep: Class 20 contains 38494 members 
Mstep: Class 21 contains 1277 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 39482 members 
Mstep: Class 24 contains 8924 members 
Mstep: Class 25 contains 2242 members 
Mstep: Class 26 contains 3797 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 15946 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 43340 members 
Mstep: Class 33 contains 4808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49750976.000000 Penalty: 68670.007812
Iteration 51Q: 33 clusters Score -4.975098e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 14172 members 
Mstep: Class 4 contains 31418 members 
Mstep: Class 5 contains 17614 members 
Mstep: Class 6 contains 15868 members 
Mstep: Class 7 contains 21357 members 
Mstep: Class 8 contains 9819 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16425 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 746 members 
Mstep: Class 14 contains 73879 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 80789 members 
Mstep: Class 18 contains 14691 members 
Mstep: Class 19 contains 48560 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 39615 members 
Mstep: Class 24 contains 8958 members 
Mstep: Class 25 contains 2238 members 
Mstep: Class 26 contains 3817 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 5732 members 
Mstep: Class 29 contains 5653 members 
Mstep: Class 30 contains 16717 members 
Mstep: Class 31 contains 2676 members 
Mstep: Class 32 contains 43148 members 
Mstep: Class 33 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49747852.000000 Penalty: 68670.007812
Iteration 52Q: 33 clusters Score -4.974785e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 13856 members 
Mstep: Class 4 contains 31275 members 
Mstep: Class 5 contains 17586 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 21313 members 
Mstep: Class 8 contains 9816 members 
Mstep: Class 9 contains 4871 members 
Mstep: Class 10 contains 1551 members 
Mstep: Class 11 contains 16630 members 
Mstep: Class 12 contains 2926 members 
Mstep: Class 13 contains 748 members 
Mstep: Class 14 contains 72757 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 80712 members 
Mstep: Class 18 contains 14802 members 
Mstep: Class 19 contains 48694 members 
Mstep: Class 20 contains 38588 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 39700 members 
Mstep: Class 24 contains 8992 members 
Mstep: Class 25 contains 2237 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 5737 members 
Mstep: Class 29 contains 5696 members 
Mstep: Class 30 contains 17546 members 
Mstep: Class 31 contains 2680 members 
Mstep: Class 32 contains 43003 members 
Mstep: Class 33 contains 4817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49743644.000000 Penalty: 68670.007812
Iteration 53Q: 33 clusters Score -4.974364e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 13572 members 
Mstep: Class 4 contains 31152 members 
Mstep: Class 5 contains 17568 members 
Mstep: Class 6 contains 16563 members 
Mstep: Class 7 contains 21268 members 
Mstep: Class 8 contains 9812 members 
Mstep: Class 9 contains 4876 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 11 contains 16839 members 
Mstep: Class 12 contains 2905 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 71278 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 80777 members 
Mstep: Class 18 contains 14962 members 
Mstep: Class 19 contains 48868 members 
Mstep: Class 20 contains 38638 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 39745 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 2235 members 
Mstep: Class 26 contains 3820 members 
Mstep: Class 27 contains 1245 members 
Mstep: Class 28 contains 5743 members 
Mstep: Class 29 contains 5723 members 
Mstep: Class 30 contains 18478 members 
Mstep: Class 31 contains 2692 members 
Mstep: Class 32 contains 42886 members 
Mstep: Class 33 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737708.000000 Penalty: 68670.007812
Iteration 54Q: 33 clusters Score -4.973771e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 13305 members 
Mstep: Class 4 contains 31061 members 
Mstep: Class 5 contains 17560 members 
Mstep: Class 6 contains 16903 members 
Mstep: Class 7 contains 21219 members 
Mstep: Class 8 contains 9805 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 11 contains 17012 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 748 members 
Mstep: Class 14 contains 69292 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 81165 members 
Mstep: Class 18 contains 15166 members 
Mstep: Class 19 contains 49062 members 
Mstep: Class 20 contains 38680 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 39790 members 
Mstep: Class 24 contains 9053 members 
Mstep: Class 25 contains 2229 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 1250 members 
Mstep: Class 28 contains 5748 members 
Mstep: Class 29 contains 5720 members 
Mstep: Class 30 contains 19507 members 
Mstep: Class 31 contains 2712 members 
Mstep: Class 32 contains 42763 members 
Mstep: Class 33 contains 4819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49729956.000000 Penalty: 68670.007812
Iteration 55Q: 33 clusters Score -4.972996e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 13023 members 
Mstep: Class 4 contains 30980 members 
Mstep: Class 5 contains 17544 members 
Mstep: Class 6 contains 17287 members 
Mstep: Class 7 contains 21173 members 
Mstep: Class 8 contains 9790 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 1547 members 
Mstep: Class 11 contains 17182 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 66555 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 82014 members 
Mstep: Class 18 contains 15493 members 
Mstep: Class 19 contains 49283 members 
Mstep: Class 20 contains 38708 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 39818 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 2226 members 
Mstep: Class 26 contains 3830 members 
Mstep: Class 27 contains 1257 members 
Mstep: Class 28 contains 5750 members 
Mstep: Class 29 contains 5700 members 
Mstep: Class 30 contains 20637 members 
Mstep: Class 31 contains 2728 members 
Mstep: Class 32 contains 42637 members 
Mstep: Class 33 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49725360.000000 Penalty: 68670.007812
Iteration 56Q: 33 clusters Score -4.972536e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 12778 members 
Mstep: Class 4 contains 30914 members 
Mstep: Class 5 contains 17530 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 21122 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 4894 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 17335 members 
Mstep: Class 12 contains 2842 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 63787 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 8916 members 
Mstep: Class 17 contains 82668 members 
Mstep: Class 18 contains 15818 members 
Mstep: Class 19 contains 49470 members 
Mstep: Class 20 contains 38722 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 39839 members 
Mstep: Class 24 contains 9102 members 
Mstep: Class 25 contains 2224 members 
Mstep: Class 26 contains 3831 members 
Mstep: Class 27 contains 1259 members 
Mstep: Class 28 contains 5753 members 
Mstep: Class 29 contains 5676 members 
Mstep: Class 30 contains 21993 members 
Mstep: Class 31 contains 2747 members 
Mstep: Class 32 contains 42470 members 
Mstep: Class 33 contains 4823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49727012.000000 Penalty: 68670.007812
Iteration 57Q: 33 clusters Score -4.972701e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 12580 members 
Mstep: Class 4 contains 30826 members 
Mstep: Class 5 contains 17521 members 
Mstep: Class 6 contains 18176 members 
Mstep: Class 7 contains 21080 members 
Mstep: Class 8 contains 9756 members 
Mstep: Class 9 contains 4898 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 17442 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 61765 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 82549 members 
Mstep: Class 18 contains 16096 members 
Mstep: Class 19 contains 49523 members 
Mstep: Class 20 contains 38726 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 39865 members 
Mstep: Class 24 contains 9146 members 
Mstep: Class 25 contains 2224 members 
Mstep: Class 26 contains 3837 members 
Mstep: Class 27 contains 1262 members 
Mstep: Class 28 contains 5754 members 
Mstep: Class 29 contains 5650 members 
Mstep: Class 30 contains 23577 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 42327 members 
Mstep: Class 33 contains 4823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49729024.000000 Penalty: 68670.007812
Iteration 58Q: 33 clusters Score -4.972902e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 4 contains 30757 members 
Mstep: Class 5 contains 17514 members 
Mstep: Class 6 contains 18594 members 
Mstep: Class 7 contains 21039 members 
Mstep: Class 8 contains 9746 members 
Mstep: Class 9 contains 4896 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 17542 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 60133 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 8979 members 
Mstep: Class 17 contains 82081 members 
Mstep: Class 18 contains 16349 members 
Mstep: Class 19 contains 49530 members 
Mstep: Class 20 contains 38717 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 39866 members 
Mstep: Class 24 contains 9195 members 
Mstep: Class 25 contains 2221 members 
Mstep: Class 26 contains 3841 members 
Mstep: Class 27 contains 1268 members 
Mstep: Class 28 contains 5760 members 
Mstep: Class 29 contains 5617 members 
Mstep: Class 30 contains 25286 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 42164 members 
Mstep: Class 33 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731520.000000 Penalty: 68670.007812
Iteration 59Q: 33 clusters Score -4.973152e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 12215 members 
Mstep: Class 4 contains 30715 members 
Mstep: Class 5 contains 17511 members 
Mstep: Class 6 contains 18990 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 4899 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 17611 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 58648 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 8970 members 
Mstep: Class 17 contains 81393 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 49587 members 
Mstep: Class 20 contains 38688 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 39852 members 
Mstep: Class 24 contains 9252 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 3842 members 
Mstep: Class 27 contains 1273 members 
Mstep: Class 28 contains 5763 members 
Mstep: Class 29 contains 5576 members 
Mstep: Class 30 contains 27076 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 42036 members 
Mstep: Class 33 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734780.000000 Penalty: 68670.007812
Iteration 60F: 33 clusters Score -4.973478e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 17506 members 
Mstep: Class 6 contains 19345 members 
Mstep: Class 7 contains 20970 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 17652 members 
Mstep: Class 12 contains 2757 members 
Mstep: Class 13 contains 782 members 
Mstep: Class 14 contains 57307 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 17 contains 80415 members 
Mstep: Class 18 contains 16774 members 
Mstep: Class 19 contains 49639 members 
Mstep: Class 20 contains 38679 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 39833 members 
Mstep: Class 24 contains 9307 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 1298 members 
Mstep: Class 28 contains 5767 members 
Mstep: Class 29 contains 5537 members 
Mstep: Class 30 contains 29061 members 
Mstep: Class 31 contains 2863 members 
Mstep: Class 32 contains 41938 members 
Mstep: Class 33 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738748.000000 Penalty: 68670.007812
Iteration 61Q: 33 clusters Score -4.973875e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 30638 members 
Mstep: Class 5 contains 17507 members 
Mstep: Class 6 contains 19665 members 
Mstep: Class 7 contains 20944 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 4875 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 17665 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 808 members 
Mstep: Class 14 contains 55968 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 79321 members 
Mstep: Class 18 contains 16982 members 
Mstep: Class 19 contains 49729 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 39801 members 
Mstep: Class 24 contains 9339 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 1320 members 
Mstep: Class 28 contains 5771 members 
Mstep: Class 29 contains 5475 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 2896 members 
Mstep: Class 32 contains 41827 members 
Mstep: Class 33 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742816.000000 Penalty: 68670.007812
Iteration 62Q: 33 clusters Score -4.974282e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 11659 members 
Mstep: Class 4 contains 30603 members 
Mstep: Class 5 contains 17508 members 
Mstep: Class 6 contains 19944 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 4863 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 17683 members 
Mstep: Class 12 contains 2723 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 14 contains 54789 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 8941 members 
Mstep: Class 17 contains 78040 members 
Mstep: Class 18 contains 17183 members 
Mstep: Class 19 contains 49825 members 
Mstep: Class 20 contains 38668 members 
Mstep: Class 21 contains 1574 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 39776 members 
Mstep: Class 24 contains 9381 members 
Mstep: Class 25 contains 2203 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 5773 members 
Mstep: Class 29 contains 5422 members 
Mstep: Class 30 contains 33297 members 
Mstep: Class 31 contains 2921 members 
Mstep: Class 32 contains 41703 members 
Mstep: Class 33 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49746344.000000 Penalty: 68670.007812
Iteration 63Q: 33 clusters Score -4.974634e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 4 contains 30562 members 
Mstep: Class 5 contains 17510 members 
Mstep: Class 6 contains 20157 members 
Mstep: Class 7 contains 20851 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17700 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 841 members 
Mstep: Class 14 contains 53988 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 8991 members 
Mstep: Class 17 contains 76452 members 
Mstep: Class 18 contains 17386 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 38671 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 39736 members 
Mstep: Class 24 contains 9423 members 
Mstep: Class 25 contains 2197 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 5780 members 
Mstep: Class 29 contains 5392 members 
Mstep: Class 30 contains 35396 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 41572 members 
Mstep: Class 33 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49747360.000000 Penalty: 68670.007812
Iteration 64Q: 33 clusters Score -4.974736e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 30523 members 
Mstep: Class 5 contains 17515 members 
Mstep: Class 6 contains 20331 members 
Mstep: Class 7 contains 20832 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17713 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 53771 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 17 contains 74438 members 
Mstep: Class 18 contains 17685 members 
Mstep: Class 19 contains 50144 members 
Mstep: Class 20 contains 38673 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 39676 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 2193 members 
Mstep: Class 26 contains 3888 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 5378 members 
Mstep: Class 30 contains 37204 members 
Mstep: Class 31 contains 2975 members 
Mstep: Class 32 contains 41470 members 
Mstep: Class 33 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49744980.000000 Penalty: 68670.007812
Iteration 65Q: 33 clusters Score -4.974498e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 11127 members 
Mstep: Class 4 contains 30487 members 
Mstep: Class 5 contains 17505 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 20808 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 11 contains 17720 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 54585 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 9257 members 
Mstep: Class 17 contains 71645 members 
Mstep: Class 18 contains 18130 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 38667 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39639 members 
Mstep: Class 24 contains 9489 members 
Mstep: Class 25 contains 2192 members 
Mstep: Class 26 contains 3901 members 
Mstep: Class 27 contains 1388 members 
Mstep: Class 28 contains 5783 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 38516 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 41367 members 
Mstep: Class 33 contains 4825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737808.000000 Penalty: 68670.007812
Iteration 66Q: 33 clusters Score -4.973781e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 10984 members 
Mstep: Class 4 contains 30442 members 
Mstep: Class 5 contains 17503 members 
Mstep: Class 6 contains 20644 members 
Mstep: Class 7 contains 20784 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 4821 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 11 contains 17727 members 
Mstep: Class 12 contains 2667 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 56563 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 9612 members 
Mstep: Class 17 contains 67621 members 
Mstep: Class 18 contains 18887 members 
Mstep: Class 19 contains 50538 members 
Mstep: Class 20 contains 38658 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39625 members 
Mstep: Class 24 contains 9524 members 
Mstep: Class 25 contains 2191 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 1399 members 
Mstep: Class 28 contains 5783 members 
Mstep: Class 29 contains 5353 members 
Mstep: Class 30 contains 39439 members 
Mstep: Class 31 contains 3018 members 
Mstep: Class 32 contains 41291 members 
Mstep: Class 33 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49726288.000000 Penalty: 68670.007812
Iteration 67Q: 33 clusters Score -4.972629e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 10842 members 
Mstep: Class 4 contains 30407 members 
Mstep: Class 5 contains 17499 members 
Mstep: Class 6 contains 20773 members 
Mstep: Class 7 contains 20759 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 11 contains 17741 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 860 members 
Mstep: Class 14 contains 59745 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 10166 members 
Mstep: Class 17 contains 62069 members 
Mstep: Class 18 contains 19996 members 
Mstep: Class 19 contains 50697 members 
Mstep: Class 20 contains 38657 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 39641 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 2189 members 
Mstep: Class 26 contains 3928 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 5332 members 
Mstep: Class 30 contains 40136 members 
Mstep: Class 31 contains 3053 members 
Mstep: Class 32 contains 41207 members 
Mstep: Class 33 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49728664.000000 Penalty: 68670.007812
Iteration 68Q: 33 clusters Score -4.972866e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 10726 members 
Mstep: Class 4 contains 30375 members 
Mstep: Class 5 contains 17512 members 
Mstep: Class 6 contains 20876 members 
Mstep: Class 7 contains 20729 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 11 contains 17755 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 866 members 
Mstep: Class 14 contains 61587 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 58725 members 
Mstep: Class 18 contains 20864 members 
Mstep: Class 19 contains 50699 members 
Mstep: Class 20 contains 38644 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 39620 members 
Mstep: Class 24 contains 9602 members 
Mstep: Class 25 contains 2188 members 
Mstep: Class 26 contains 3934 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 5782 members 
Mstep: Class 29 contains 5315 members 
Mstep: Class 30 contains 40533 members 
Mstep: Class 31 contains 3086 members 
Mstep: Class 32 contains 41161 members 
Mstep: Class 33 contains 4834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49729556.000000 Penalty: 68670.007812
Iteration 69Q: 33 clusters Score -4.972956e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 10617 members 
Mstep: Class 4 contains 30336 members 
Mstep: Class 5 contains 17509 members 
Mstep: Class 6 contains 20991 members 
Mstep: Class 7 contains 20711 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 4781 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 11 contains 17759 members 
Mstep: Class 12 contains 2606 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 62800 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 10707 members 
Mstep: Class 17 contains 56452 members 
Mstep: Class 18 contains 21629 members 
Mstep: Class 19 contains 50650 members 
Mstep: Class 20 contains 38633 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 39599 members 
Mstep: Class 24 contains 9625 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 3943 members 
Mstep: Class 27 contains 1433 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 40726 members 
Mstep: Class 31 contains 3145 members 
Mstep: Class 32 contains 41101 members 
Mstep: Class 33 contains 4835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49730536.000000 Penalty: 68670.007812
Iteration 70Q: 33 clusters Score -4.973054e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 17517 members 
Mstep: Class 6 contains 21076 members 
Mstep: Class 7 contains 20699 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17773 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 63589 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 10869 members 
Mstep: Class 17 contains 54906 members 
Mstep: Class 18 contains 22284 members 
Mstep: Class 19 contains 50573 members 
Mstep: Class 20 contains 38621 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 39572 members 
Mstep: Class 24 contains 9643 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 3951 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 5790 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 40823 members 
Mstep: Class 31 contains 3190 members 
Mstep: Class 32 contains 41062 members 
Mstep: Class 33 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731168.000000 Penalty: 68670.007812
Iteration 71Q: 33 clusters Score -4.973117e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 10376 members 
Mstep: Class 4 contains 30242 members 
Mstep: Class 5 contains 17538 members 
Mstep: Class 6 contains 21141 members 
Mstep: Class 7 contains 20697 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17804 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 64091 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 10985 members 
Mstep: Class 17 contains 53844 members 
Mstep: Class 18 contains 22837 members 
Mstep: Class 19 contains 50496 members 
Mstep: Class 20 contains 38617 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 2567 members 
Mstep: Class 23 contains 39550 members 
Mstep: Class 24 contains 9662 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 1460 members 
Mstep: Class 28 contains 5789 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 40839 members 
Mstep: Class 31 contains 3236 members 
Mstep: Class 32 contains 41036 members 
Mstep: Class 33 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731652.000000 Penalty: 68670.007812
Iteration 72Q: 33 clusters Score -4.973165e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 10283 members 
Mstep: Class 4 contains 30202 members 
Mstep: Class 5 contains 17544 members 
Mstep: Class 6 contains 21193 members 
Mstep: Class 7 contains 20689 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17831 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 64434 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 53062 members 
Mstep: Class 18 contains 23294 members 
Mstep: Class 19 contains 50435 members 
Mstep: Class 20 contains 38615 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 39522 members 
Mstep: Class 24 contains 9672 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 3962 members 
Mstep: Class 27 contains 1471 members 
Mstep: Class 28 contains 5791 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 40824 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 41047 members 
Mstep: Class 33 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732068.000000 Penalty: 68670.007812
Iteration 73Q: 33 clusters Score -4.973207e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 10204 members 
Mstep: Class 4 contains 30156 members 
Mstep: Class 5 contains 17550 members 
Mstep: Class 6 contains 21251 members 
Mstep: Class 7 contains 20688 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 4781 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17837 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 64682 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 52426 members 
Mstep: Class 18 contains 23740 members 
Mstep: Class 19 contains 50384 members 
Mstep: Class 20 contains 38614 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 39503 members 
Mstep: Class 24 contains 9679 members 
Mstep: Class 25 contains 2171 members 
Mstep: Class 26 contains 3969 members 
Mstep: Class 27 contains 1481 members 
Mstep: Class 28 contains 5787 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 40793 members 
Mstep: Class 31 contains 3306 members 
Mstep: Class 32 contains 41040 members 
Mstep: Class 33 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732016.000000 Penalty: 68670.007812
Iteration 74Q: 33 clusters Score -4.973202e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 10141 members 
Mstep: Class 4 contains 30128 members 
Mstep: Class 5 contains 17557 members 
Mstep: Class 6 contains 21310 members 
Mstep: Class 7 contains 20684 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17838 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 64839 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 51933 members 
Mstep: Class 18 contains 24148 members 
Mstep: Class 19 contains 50340 members 
Mstep: Class 20 contains 38620 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 39486 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 2168 members 
Mstep: Class 26 contains 3979 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 5787 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 40761 members 
Mstep: Class 31 contains 3328 members 
Mstep: Class 32 contains 41026 members 
Mstep: Class 33 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732508.000000 Penalty: 68670.007812
Iteration 75Q: 33 clusters Score -4.973251e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 10067 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 17562 members 
Mstep: Class 6 contains 21382 members 
Mstep: Class 7 contains 20680 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 4793 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 17846 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 64928 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 51556 members 
Mstep: Class 18 contains 24511 members 
Mstep: Class 19 contains 50294 members 
Mstep: Class 20 contains 38627 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 39463 members 
Mstep: Class 24 contains 9685 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 3983 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5787 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 40740 members 
Mstep: Class 31 contains 3349 members 
Mstep: Class 32 contains 41011 members 
Mstep: Class 33 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732628.000000 Penalty: 68670.007812
Iteration 76Q: 33 clusters Score -4.973263e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 9996 members 
Mstep: Class 4 contains 30090 members 
Mstep: Class 5 contains 17567 members 
Mstep: Class 6 contains 21440 members 
Mstep: Class 7 contains 20679 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17857 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 64985 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 51264 members 
Mstep: Class 18 contains 24815 members 
Mstep: Class 19 contains 50243 members 
Mstep: Class 20 contains 38626 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 39444 members 
Mstep: Class 24 contains 9689 members 
Mstep: Class 25 contains 2159 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5789 members 
Mstep: Class 29 contains 5181 members 
Mstep: Class 30 contains 40726 members 
Mstep: Class 31 contains 3373 members 
Mstep: Class 32 contains 40996 members 
Mstep: Class 33 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732824.000000 Penalty: 68670.007812
Iteration 77Q: 33 clusters Score -4.973282e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 9931 members 
Mstep: Class 4 contains 30077 members 
Mstep: Class 5 contains 17573 members 
Mstep: Class 6 contains 21486 members 
Mstep: Class 7 contains 20671 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 4819 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17872 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 65028 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 11090 members 
Mstep: Class 17 contains 51028 members 
Mstep: Class 18 contains 25114 members 
Mstep: Class 19 contains 50191 members 
Mstep: Class 20 contains 38632 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 39417 members 
Mstep: Class 24 contains 9691 members 
Mstep: Class 25 contains 2158 members 
Mstep: Class 26 contains 3990 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 5789 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 40696 members 
Mstep: Class 31 contains 3393 members 
Mstep: Class 32 contains 40994 members 
Mstep: Class 33 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49733024.000000 Penalty: 68670.007812
Iteration 78Q: 33 clusters Score -4.973302e+07 nChanged 826
Entering ConstructFrom: 
Score: -49733024.000000 Penalty: 68670.007812
Entering ConstructFrom: 
Trying to split cluster 2 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -93151.242188 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -93151.24 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 586 members 
Entering Unmasked Estep 
Score: -91649.804688 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -91649.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92102.984375 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -92102.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -92385.156250 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -92385.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92559.945312 Penalty: 2305.086426
	Iteration 3F: 3 clusters Score -92559.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92701.648438 Penalty: 2305.086426
	Iteration 4F: 3 clusters Score -92701.65 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92857.296875 Penalty: 2305.086426
	Iteration 5F: 3 clusters Score -92857.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92978.468750 Penalty: 2305.086426
	Iteration 6F: 3 clusters Score -92978.47 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93090.156250 Penalty: 2305.086426
	Iteration 7F: 3 clusters Score -93090.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93177.390625 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -93177.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93210.867188 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -93210.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93227.117188 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -93227.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93230.562500 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -93230.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93235.117188 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -93235.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93238.851562 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -93238.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93241.039062 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -93241.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93241.937500 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -93241.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93241.937500 Penalty: 2305.086426
	Iteration 16F: 3 clusters Score -93241.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 65033 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Entering Unmasked Estep 
Score: -49732320.000000 Penalty: 70815.945312
Splitting cluster 2 changes total score from -49733024.000000 to -49732320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Entering Unmasked Estep 
Score: -910620.625000 Penalty: 1494.652710
	Iteration 0F: 2 clusters Score -910620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -903490.000000 Penalty: 2989.305420
	Iteration 0F: 3 clusters Score -903490 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -905933.187500 Penalty: 2989.305420
	Iteration 1F: 3 clusters Score -905933.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -906311.562500 Penalty: 2989.305420
	Iteration 2F: 3 clusters Score -906311.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -906616.937500 Penalty: 2989.305420
	Iteration 3F: 3 clusters Score -906616.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -906877.375000 Penalty: 2989.305420
	Iteration 4Q: 3 clusters Score -906877.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -907102.250000 Penalty: 2989.305420
	Iteration 5Q: 3 clusters Score -907102.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -907304.750000 Penalty: 2989.305420
	Iteration 6Q: 3 clusters Score -907304.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -907459.812500 Penalty: 2989.305420
	Iteration 7Q: 3 clusters Score -907459.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -907632.625000 Penalty: 2989.305420
	Iteration 8Q: 3 clusters Score -907632.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -907848.750000 Penalty: 2989.305420
	Iteration 9Q: 3 clusters Score -907848.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -908059.000000 Penalty: 2989.305420
	Iteration 10Q: 3 clusters Score -908059 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -908277.875000 Penalty: 2989.305420
	Iteration 11Q: 3 clusters Score -908277.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -908548.000000 Penalty: 2989.305420
	Iteration 12Q: 3 clusters Score -908548 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -908839.250000 Penalty: 2989.305420
	Iteration 13Q: 3 clusters Score -908839.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -909080.125000 Penalty: 2989.305420
	Iteration 14Q: 3 clusters Score -909080.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -909310.437500 Penalty: 2989.305420
	Iteration 15Q: 3 clusters Score -909310.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -909510.000000 Penalty: 2989.305420
	Iteration 16Q: 3 clusters Score -909510 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -909702.812500 Penalty: 2989.305420
	Iteration 17Q: 3 clusters Score -909702.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -909903.250000 Penalty: 2989.305420
	Iteration 18Q: 3 clusters Score -909903.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -910075.625000 Penalty: 2989.305420
	Iteration 19Q: 3 clusters Score -910075.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -910220.937500 Penalty: 2989.305420
	Iteration 20F: 3 clusters Score -910220.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -910350.500000 Penalty: 2989.305420
	Iteration 21Q: 3 clusters Score -910350.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -910466.250000 Penalty: 2989.305420
	Iteration 22Q: 3 clusters Score -910466.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -910560.312500 Penalty: 2989.305420
	Iteration 23Q: 3 clusters Score -910560.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -910639.625000 Penalty: 2989.305420
	Iteration 24Q: 3 clusters Score -910639.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -910678.125000 Penalty: 2989.305420
	Iteration 25Q: 3 clusters Score -910678.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -910711.375000 Penalty: 2989.305420
	Iteration 26Q: 3 clusters Score -910711.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -910741.125000 Penalty: 2989.305420
	Iteration 27Q: 3 clusters Score -910741.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -910778.875000 Penalty: 2989.305420
	Iteration 28Q: 3 clusters Score -910778.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -910814.562500 Penalty: 2989.305420
	Iteration 29Q: 3 clusters Score -910814.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -910830.125000 Penalty: 2989.305420
	Iteration 30Q: 3 clusters Score -910830.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -910839.750000 Penalty: 2989.305420
	Iteration 31Q: 3 clusters Score -910839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -910843.937500 Penalty: 2989.305420
	Iteration 32Q: 3 clusters Score -910843.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -910847.875000 Penalty: 2989.305420
	Iteration 33Q: 3 clusters Score -910847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -910848.562500 Penalty: 2989.305420
	Iteration 34Q: 3 clusters Score -910848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -910850.625000 Penalty: 2989.305420
	Iteration 35Q: 3 clusters Score -910850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -910852.500000 Penalty: 2989.305420
	Iteration 36Q: 3 clusters Score -910852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -910851.375000 Penalty: 2989.305420
	Iteration 37Q: 3 clusters Score -910851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -910851.812500 Penalty: 2989.305420
	Iteration 38Q: 3 clusters Score -910851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -910851.812500 Penalty: 2989.305420
	Iteration 39F: 3 clusters Score -910851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 8700 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 65033 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Entering Unmasked Estep 
Score: -49732884.000000 Penalty: 70815.945312
Splitting cluster 3 changes total score from -49733024.000000 to -49732884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Entering Unmasked Estep 
Score: -2892470.500000 Penalty: 1675.518677
	Iteration 0F: 2 clusters Score -2892470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2872167.750000 Penalty: 3351.037354
	Iteration 0F: 3 clusters Score -2872168 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2880454.750000 Penalty: 3351.037354
	Iteration 1F: 3 clusters Score -2880455 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2881373.750000 Penalty: 3351.037354
	Iteration 2F: 3 clusters Score -2881374 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2882499.250000 Penalty: 3351.037354
	Iteration 3F: 3 clusters Score -2882499 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2884009.000000 Penalty: 3351.037354
	Iteration 4F: 3 clusters Score -2884009 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2885616.250000 Penalty: 3351.037354
	Iteration 5F: 3 clusters Score -2885616 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2887067.250000 Penalty: 3351.037354
	Iteration 6F: 3 clusters Score -2887067 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2888179.000000 Penalty: 3351.037354
	Iteration 7Q: 3 clusters Score -2888179 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2888856.500000 Penalty: 3351.037354
	Iteration 8Q: 3 clusters Score -2888856 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2889203.500000 Penalty: 3351.037354
	Iteration 9Q: 3 clusters Score -2889204 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2889421.250000 Penalty: 3351.037354
	Iteration 10Q: 3 clusters Score -2889421 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2889655.750000 Penalty: 3351.037354
	Iteration 11Q: 3 clusters Score -2889656 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2889831.000000 Penalty: 3351.037354
	Iteration 12Q: 3 clusters Score -2889831 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2889985.750000 Penalty: 3351.037354
	Iteration 13Q: 3 clusters Score -2889986 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -2890125.500000 Penalty: 3351.037354
	Iteration 14Q: 3 clusters Score -2890126 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2890231.000000 Penalty: 3351.037354
	Iteration 15Q: 3 clusters Score -2890231 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2890317.750000 Penalty: 3351.037354
	Iteration 16Q: 3 clusters Score -2890318 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2890422.250000 Penalty: 3351.037354
	Iteration 17Q: 3 clusters Score -2890422 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2890505.250000 Penalty: 3351.037354
	Iteration 18Q: 3 clusters Score -2890505 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -2890558.250000 Penalty: 3351.037354
	Iteration 19Q: 3 clusters Score -2890558 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -2890613.500000 Penalty: 3351.037354
	Iteration 20F: 3 clusters Score -2890614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -2890663.500000 Penalty: 3351.037354
	Iteration 21Q: 3 clusters Score -2890664 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2890707.250000 Penalty: 3351.037354
	Iteration 22Q: 3 clusters Score -2890707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -2890753.500000 Penalty: 3351.037354
	Iteration 23Q: 3 clusters Score -2890754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -2890788.750000 Penalty: 3351.037354
	Iteration 24Q: 3 clusters Score -2890789 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -2890828.500000 Penalty: 3351.037354
	Iteration 25Q: 3 clusters Score -2890828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -2890856.750000 Penalty: 3351.037354
	Iteration 26Q: 3 clusters Score -2890857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -2890877.500000 Penalty: 3351.037354
	Iteration 27Q: 3 clusters Score -2890878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -2890903.500000 Penalty: 3351.037354
	Iteration 28Q: 3 clusters Score -2890904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -2890925.500000 Penalty: 3351.037354
	Iteration 29Q: 3 clusters Score -2890926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -2890942.250000 Penalty: 3351.037354
	Iteration 30Q: 3 clusters Score -2890942 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -2890959.000000 Penalty: 3351.037354
	Iteration 31Q: 3 clusters Score -2890959 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -2890964.500000 Penalty: 3351.037354
	Iteration 32Q: 3 clusters Score -2890964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -2890974.750000 Penalty: 3351.037354
	Iteration 33Q: 3 clusters Score -2890975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -2890983.500000 Penalty: 3351.037354
	Iteration 34Q: 3 clusters Score -2890984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2891001.750000 Penalty: 3351.037354
	Iteration 35Q: 3 clusters Score -2891002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2891021.500000 Penalty: 3351.037354
	Iteration 36Q: 3 clusters Score -2891022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -2891030.750000 Penalty: 3351.037354
	Iteration 37Q: 3 clusters Score -2891031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -2891033.500000 Penalty: 3351.037354
	Iteration 38Q: 3 clusters Score -2891034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -2891050.250000 Penalty: 3351.037354
	Iteration 39Q: 3 clusters Score -2891050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -2891054.750000 Penalty: 3351.037354
	Iteration 40F: 3 clusters Score -2891055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -2891062.000000 Penalty: 3351.037354
	Iteration 41Q: 3 clusters Score -2891062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -2891072.250000 Penalty: 3351.037354
	Iteration 42Q: 3 clusters Score -2891072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -2891084.500000 Penalty: 3351.037354
	Iteration 43Q: 3 clusters Score -2891084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -2891099.000000 Penalty: 3351.037354
	Iteration 44Q: 3 clusters Score -2891099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2891101.000000 Penalty: 3351.037354
	Iteration 45Q: 3 clusters Score -2891101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -2891119.000000 Penalty: 3351.037354
	Iteration 46Q: 3 clusters Score -2891119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -2891117.000000 Penalty: 3351.037354
	Iteration 47Q: 3 clusters Score -2891117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -2891117.500000 Penalty: 3351.037354
	Iteration 48Q: 3 clusters Score -2891118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -2891118.250000 Penalty: 3351.037354
	Iteration 49Q: 3 clusters Score -2891118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -2891120.500000 Penalty: 3351.037354
	Iteration 50Q: 3 clusters Score -2891120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -2891118.000000 Penalty: 3351.037354
	Iteration 51Q: 3 clusters Score -2891118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -2891122.750000 Penalty: 3351.037354
	Iteration 52Q: 3 clusters Score -2891123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -2891121.250000 Penalty: 3351.037354
	Iteration 53Q: 3 clusters Score -2891121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -2891122.250000 Penalty: 3351.037354
	Iteration 54Q: 3 clusters Score -2891122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -2891125.000000 Penalty: 3351.037354
	Iteration 55Q: 3 clusters Score -2891125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -2891128.250000 Penalty: 3351.037354
	Iteration 56Q: 3 clusters Score -2891128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -2891125.750000 Penalty: 3351.037354
	Iteration 57Q: 3 clusters Score -2891126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2891123.750000 Penalty: 3351.037354
	Iteration 58Q: 3 clusters Score -2891124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -2891122.750000 Penalty: 3351.037354
	Iteration 59Q: 3 clusters Score -2891123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -2891119.500000 Penalty: 3351.037354
	Iteration 60F: 3 clusters Score -2891120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Entering Unmasked Estep 
Score: -1642851.500000 Penalty: 1588.331299
	Iteration 0F: 2 clusters Score -1642852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1630815.375000 Penalty: 3176.662598
	Iteration 0F: 3 clusters Score -1630815 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1635318.000000 Penalty: 3176.662598
	Iteration 1F: 3 clusters Score -1635318 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1635883.750000 Penalty: 3176.662598
	Iteration 2F: 3 clusters Score -1635884 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1636592.000000 Penalty: 3176.662598
	Iteration 3F: 3 clusters Score -1636592 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1637360.000000 Penalty: 3176.662598
	Iteration 4F: 3 clusters Score -1637360 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1638169.000000 Penalty: 3176.662598
	Iteration 5F: 3 clusters Score -1638169 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1638939.625000 Penalty: 3176.662598
	Iteration 6F: 3 clusters Score -1638940 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1639659.875000 Penalty: 3176.662598
	Iteration 7F: 3 clusters Score -1639660 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1640287.625000 Penalty: 3176.662598
	Iteration 8F: 3 clusters Score -1640288 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1640781.750000 Penalty: 3176.662598
	Iteration 9Q: 3 clusters Score -1640782 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1641186.750000 Penalty: 3176.662598
	Iteration 10Q: 3 clusters Score -1641187 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1641499.125000 Penalty: 3176.662598
	Iteration 11Q: 3 clusters Score -1641499 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1641710.875000 Penalty: 3176.662598
	Iteration 12Q: 3 clusters Score -1641711 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1641840.250000 Penalty: 3176.662598
	Iteration 13Q: 3 clusters Score -1641840 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1641952.875000 Penalty: 3176.662598
	Iteration 14Q: 3 clusters Score -1641953 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1642030.375000 Penalty: 3176.662598
	Iteration 15Q: 3 clusters Score -1642030 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1642107.000000 Penalty: 3176.662598
	Iteration 16Q: 3 clusters Score -1642107 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1642159.000000 Penalty: 3176.662598
	Iteration 17Q: 3 clusters Score -1642159 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1642198.750000 Penalty: 3176.662598
	Iteration 18Q: 3 clusters Score -1642199 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1642234.750000 Penalty: 3176.662598
	Iteration 19Q: 3 clusters Score -1642235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1642268.125000 Penalty: 3176.662598
	Iteration 20F: 3 clusters Score -1642268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1642291.125000 Penalty: 3176.662598
	Iteration 21Q: 3 clusters Score -1642291 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1642315.250000 Penalty: 3176.662598
	Iteration 22Q: 3 clusters Score -1642315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1642337.000000 Penalty: 3176.662598
	Iteration 23Q: 3 clusters Score -1642337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1642347.500000 Penalty: 3176.662598
	Iteration 24Q: 3 clusters Score -1642348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1642361.250000 Penalty: 3176.662598
	Iteration 25Q: 3 clusters Score -1642361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1642379.000000 Penalty: 3176.662598
	Iteration 26Q: 3 clusters Score -1642379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1642386.125000 Penalty: 3176.662598
	Iteration 27Q: 3 clusters Score -1642386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1642396.750000 Penalty: 3176.662598
	Iteration 28Q: 3 clusters Score -1642397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1642398.000000 Penalty: 3176.662598
	Iteration 29Q: 3 clusters Score -1642398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1642409.375000 Penalty: 3176.662598
	Iteration 30Q: 3 clusters Score -1642409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1642410.875000 Penalty: 3176.662598
	Iteration 31Q: 3 clusters Score -1642411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1642418.500000 Penalty: 3176.662598
	Iteration 32Q: 3 clusters Score -1642418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1642421.625000 Penalty: 3176.662598
	Iteration 33Q: 3 clusters Score -1642422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1642418.625000 Penalty: 3176.662598
	Iteration 34Q: 3 clusters Score -1642419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1642421.375000 Penalty: 3176.662598
	Iteration 35Q: 3 clusters Score -1642421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1642429.500000 Penalty: 3176.662598
	Iteration 36Q: 3 clusters Score -1642430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1642427.875000 Penalty: 3176.662598
	Iteration 37Q: 3 clusters Score -1642428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1642428.500000 Penalty: 3176.662598
	Iteration 38Q: 3 clusters Score -1642428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1642426.375000 Penalty: 3176.662598
	Iteration 39Q: 3 clusters Score -1642426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1642427.500000 Penalty: 3176.662598
	Iteration 40F: 3 clusters Score -1642428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1642430.875000 Penalty: 3176.662598
	Iteration 41Q: 3 clusters Score -1642431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1642430.750000 Penalty: 3176.662598
	Iteration 42Q: 3 clusters Score -1642431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1642432.625000 Penalty: 3176.662598
	Iteration 43Q: 3 clusters Score -1642433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1642434.250000 Penalty: 3176.662598
	Iteration 44Q: 3 clusters Score -1642434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1642433.375000 Penalty: 3176.662598
	Iteration 45Q: 3 clusters Score -1642433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1642434.375000 Penalty: 3176.662598
	Iteration 46Q: 3 clusters Score -1642434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1642434.625000 Penalty: 3176.662598
	Iteration 47Q: 3 clusters Score -1642435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1642435.875000 Penalty: 3176.662598
	Iteration 48Q: 3 clusters Score -1642436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1642435.875000 Penalty: 3176.662598
	Iteration 49F: 3 clusters Score -1642436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Entering Unmasked Estep 
Score: -2032290.375000 Penalty: 1621.144409
	Iteration 0F: 2 clusters Score -2032290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2017582.000000 Penalty: 3242.288818
	Iteration 0F: 3 clusters Score -2017582 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2023213.000000 Penalty: 3242.288818
	Iteration 1F: 3 clusters Score -2023213 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2023658.500000 Penalty: 3242.288818
	Iteration 2F: 3 clusters Score -2023658 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2024187.625000 Penalty: 3242.288818
	Iteration 3F: 3 clusters Score -2024188 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2024797.000000 Penalty: 3242.288818
	Iteration 4F: 3 clusters Score -2024797 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2025604.500000 Penalty: 3242.288818
	Iteration 5F: 3 clusters Score -2025604 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2026577.625000 Penalty: 3242.288818
	Iteration 6F: 3 clusters Score -2026578 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2027662.000000 Penalty: 3242.288818
	Iteration 7F: 3 clusters Score -2027662 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2028677.250000 Penalty: 3242.288818
	Iteration 8F: 3 clusters Score -2028677 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2029480.000000 Penalty: 3242.288818
	Iteration 9Q: 3 clusters Score -2029480 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2030075.250000 Penalty: 3242.288818
	Iteration 10Q: 3 clusters Score -2030075 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2030420.250000 Penalty: 3242.288818
	Iteration 11Q: 3 clusters Score -2030420 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2030616.875000 Penalty: 3242.288818
	Iteration 12Q: 3 clusters Score -2030617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2030710.125000 Penalty: 3242.288818
	Iteration 13Q: 3 clusters Score -2030710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2030773.750000 Penalty: 3242.288818
	Iteration 14Q: 3 clusters Score -2030774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2030817.250000 Penalty: 3242.288818
	Iteration 15Q: 3 clusters Score -2030817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2030847.625000 Penalty: 3242.288818
	Iteration 16Q: 3 clusters Score -2030848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2030865.000000 Penalty: 3242.288818
	Iteration 17Q: 3 clusters Score -2030865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2030880.125000 Penalty: 3242.288818
	Iteration 18Q: 3 clusters Score -2030880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2030889.500000 Penalty: 3242.288818
	Iteration 19Q: 3 clusters Score -2030890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2030904.500000 Penalty: 3242.288818
	Iteration 20F: 3 clusters Score -2030904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2030919.250000 Penalty: 3242.288818
	Iteration 21Q: 3 clusters Score -2030919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2030921.125000 Penalty: 3242.288818
	Iteration 22Q: 3 clusters Score -2030921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2030927.875000 Penalty: 3242.288818
	Iteration 23Q: 3 clusters Score -2030928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2030930.125000 Penalty: 3242.288818
	Iteration 24Q: 3 clusters Score -2030930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2030930.125000 Penalty: 3242.288818
	Iteration 25Q: 3 clusters Score -2030930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2030930.125000 Penalty: 3242.288818
	Iteration 26F: 3 clusters Score -2030930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Entering Unmasked Estep 
Score: -1917596.875000 Penalty: 1614.624146
	Iteration 0F: 2 clusters Score -1917597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1903482.750000 Penalty: 3229.248291
	Iteration 0F: 3 clusters Score -1903483 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1908791.000000 Penalty: 3229.248291
	Iteration 1F: 3 clusters Score -1908791 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1909174.125000 Penalty: 3229.248291
	Iteration 2F: 3 clusters Score -1909174 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1909490.625000 Penalty: 3229.248291
	Iteration 3Q: 3 clusters Score -1909491 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1909783.750000 Penalty: 3229.248291
	Iteration 4Q: 3 clusters Score -1909784 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1910074.375000 Penalty: 3229.248291
	Iteration 5Q: 3 clusters Score -1910074 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1910426.000000 Penalty: 3229.248291
	Iteration 6Q: 3 clusters Score -1910426 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1910935.375000 Penalty: 3229.248291
	Iteration 7Q: 3 clusters Score -1910935 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1911574.750000 Penalty: 3229.248291
	Iteration 8F: 3 clusters Score -1911575 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1912283.000000 Penalty: 3229.248291
	Iteration 9F: 3 clusters Score -1912283 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1913088.625000 Penalty: 3229.248291
	Iteration 10F: 3 clusters Score -1913089 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1913893.250000 Penalty: 3229.248291
	Iteration 11Q: 3 clusters Score -1913893 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1914548.125000 Penalty: 3229.248291
	Iteration 12Q: 3 clusters Score -1914548 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1915022.250000 Penalty: 3229.248291
	Iteration 13Q: 3 clusters Score -1915022 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1915397.500000 Penalty: 3229.248291
	Iteration 14Q: 3 clusters Score -1915398 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1915646.250000 Penalty: 3229.248291
	Iteration 15Q: 3 clusters Score -1915646 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1915835.750000 Penalty: 3229.248291
	Iteration 16Q: 3 clusters Score -1915836 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1915962.750000 Penalty: 3229.248291
	Iteration 17Q: 3 clusters Score -1915963 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -1916059.875000 Penalty: 3229.248291
	Iteration 18Q: 3 clusters Score -1916060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1916143.375000 Penalty: 3229.248291
	Iteration 19Q: 3 clusters Score -1916143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -1916193.750000 Penalty: 3229.248291
	Iteration 20F: 3 clusters Score -1916194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1916225.625000 Penalty: 3229.248291
	Iteration 21Q: 3 clusters Score -1916226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1916251.000000 Penalty: 3229.248291
	Iteration 22Q: 3 clusters Score -1916251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1916280.250000 Penalty: 3229.248291
	Iteration 23Q: 3 clusters Score -1916280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1916301.000000 Penalty: 3229.248291
	Iteration 24Q: 3 clusters Score -1916301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -1916321.250000 Penalty: 3229.248291
	Iteration 25Q: 3 clusters Score -1916321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -1916331.125000 Penalty: 3229.248291
	Iteration 26Q: 3 clusters Score -1916331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1916335.500000 Penalty: 3229.248291
	Iteration 27Q: 3 clusters Score -1916336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1916348.375000 Penalty: 3229.248291
	Iteration 28Q: 3 clusters Score -1916348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1916349.875000 Penalty: 3229.248291
	Iteration 29Q: 3 clusters Score -1916350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1916354.625000 Penalty: 3229.248291
	Iteration 30Q: 3 clusters Score -1916355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -1916357.000000 Penalty: 3229.248291
	Iteration 31Q: 3 clusters Score -1916357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1916360.875000 Penalty: 3229.248291
	Iteration 32Q: 3 clusters Score -1916361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1916364.250000 Penalty: 3229.248291
	Iteration 33Q: 3 clusters Score -1916364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1916368.250000 Penalty: 3229.248291
	Iteration 34Q: 3 clusters Score -1916368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1916368.375000 Penalty: 3229.248291
	Iteration 35Q: 3 clusters Score -1916368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1916368.375000 Penalty: 3229.248291
	Iteration 36F: 3 clusters Score -1916368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Entering Unmasked Estep 
Score: -890499.687500 Penalty: 1492.098877
	Iteration 0F: 2 clusters Score -890499.7 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 4928 members 
Entering Unmasked Estep 
Score: -883565.750000 Penalty: 2984.197754
	Iteration 0F: 3 clusters Score -883565.8 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -885948.625000 Penalty: 2984.197754
	Iteration 1F: 3 clusters Score -885948.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -886379.000000 Penalty: 2984.197754
	Iteration 2F: 3 clusters Score -886379 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -886798.937500 Penalty: 2984.197754
	Iteration 3F: 3 clusters Score -886798.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -887181.750000 Penalty: 2984.197754
	Iteration 4F: 3 clusters Score -887181.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -887552.000000 Penalty: 2984.197754
	Iteration 5F: 3 clusters Score -887552 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -887834.562500 Penalty: 2984.197754
	Iteration 6Q: 3 clusters Score -887834.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -888088.437500 Penalty: 2984.197754
	Iteration 7Q: 3 clusters Score -888088.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -888326.187500 Penalty: 2984.197754
	Iteration 8Q: 3 clusters Score -888326.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -888557.187500 Penalty: 2984.197754
	Iteration 9Q: 3 clusters Score -888557.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -888782.125000 Penalty: 2984.197754
	Iteration 10Q: 3 clusters Score -888782.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -888987.187500 Penalty: 2984.197754
	Iteration 11Q: 3 clusters Score -888987.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -889144.687500 Penalty: 2984.197754
	Iteration 12Q: 3 clusters Score -889144.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -889254.687500 Penalty: 2984.197754
	Iteration 13Q: 3 clusters Score -889254.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -889340.000000 Penalty: 2984.197754
	Iteration 14Q: 3 clusters Score -889340 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -889407.250000 Penalty: 2984.197754
	Iteration 15Q: 3 clusters Score -889407.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -889456.625000 Penalty: 2984.197754
	Iteration 16Q: 3 clusters Score -889456.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -889494.187500 Penalty: 2984.197754
	Iteration 17Q: 3 clusters Score -889494.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -889524.437500 Penalty: 2984.197754
	Iteration 18Q: 3 clusters Score -889524.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -889558.625000 Penalty: 2984.197754
	Iteration 19Q: 3 clusters Score -889558.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -889603.437500 Penalty: 2984.197754
	Iteration 20F: 3 clusters Score -889603.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -889632.000000 Penalty: 2984.197754
	Iteration 21Q: 3 clusters Score -889632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -889661.375000 Penalty: 2984.197754
	Iteration 22Q: 3 clusters Score -889661.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -889677.000000 Penalty: 2984.197754
	Iteration 23Q: 3 clusters Score -889677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -889703.312500 Penalty: 2984.197754
	Iteration 24Q: 3 clusters Score -889703.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -889722.750000 Penalty: 2984.197754
	Iteration 25Q: 3 clusters Score -889722.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -889737.687500 Penalty: 2984.197754
	Iteration 26Q: 3 clusters Score -889737.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -889749.250000 Penalty: 2984.197754
	Iteration 27Q: 3 clusters Score -889749.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -889757.937500 Penalty: 2984.197754
	Iteration 28Q: 3 clusters Score -889757.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -889768.562500 Penalty: 2984.197754
	Iteration 29Q: 3 clusters Score -889768.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -889778.375000 Penalty: 2984.197754
	Iteration 30Q: 3 clusters Score -889778.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -889788.562500 Penalty: 2984.197754
	Iteration 31Q: 3 clusters Score -889788.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -889798.750000 Penalty: 2984.197754
	Iteration 32Q: 3 clusters Score -889798.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -889804.187500 Penalty: 2984.197754
	Iteration 33Q: 3 clusters Score -889804.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -889805.750000 Penalty: 2984.197754
	Iteration 34Q: 3 clusters Score -889805.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -889810.750000 Penalty: 2984.197754
	Iteration 35Q: 3 clusters Score -889810.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -889814.500000 Penalty: 2984.197754
	Iteration 36Q: 3 clusters Score -889814.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -889816.875000 Penalty: 2984.197754
	Iteration 37Q: 3 clusters Score -889816.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -889821.562500 Penalty: 2984.197754
	Iteration 38Q: 3 clusters Score -889821.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -889822.625000 Penalty: 2984.197754
	Iteration 39Q: 3 clusters Score -889822.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -889824.250000 Penalty: 2984.197754
	Iteration 40F: 3 clusters Score -889824.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -889823.875000 Penalty: 2984.197754
	Iteration 41Q: 3 clusters Score -889823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -889826.125000 Penalty: 2984.197754
	Iteration 42Q: 3 clusters Score -889826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -889827.625000 Penalty: 2984.197754
	Iteration 43Q: 3 clusters Score -889827.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -889829.250000 Penalty: 2984.197754
	Iteration 44Q: 3 clusters Score -889829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -889829.500000 Penalty: 2984.197754
	Iteration 45Q: 3 clusters Score -889829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -889829.375000 Penalty: 2984.197754
	Iteration 46Q: 3 clusters Score -889829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -889831.250000 Penalty: 2984.197754
	Iteration 47Q: 3 clusters Score -889831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -889831.750000 Penalty: 2984.197754
	Iteration 48Q: 3 clusters Score -889831.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -889833.187500 Penalty: 2984.197754
	Iteration 49Q: 3 clusters Score -889833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -889833.375000 Penalty: 2984.197754
	Iteration 50Q: 3 clusters Score -889833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -889834.437500 Penalty: 2984.197754
	Iteration 51Q: 3 clusters Score -889834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -889834.687500 Penalty: 2984.197754
	Iteration 52Q: 3 clusters Score -889834.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -889835.375000 Penalty: 2984.197754
	Iteration 53Q: 3 clusters Score -889835.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -889835.312500 Penalty: 2984.197754
	Iteration 54Q: 3 clusters Score -889835.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -889838.812500 Penalty: 2984.197754
	Iteration 55Q: 3 clusters Score -889838.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -889838.937500 Penalty: 2984.197754
	Iteration 56Q: 3 clusters Score -889838.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -889842.750000 Penalty: 2984.197754
	Iteration 57Q: 3 clusters Score -889842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -889841.687500 Penalty: 2984.197754
	Iteration 58Q: 3 clusters Score -889841.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -889844.187500 Penalty: 2984.197754
	Iteration 59Q: 3 clusters Score -889844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -889844.625000 Penalty: 2984.197754
	Iteration 60F: 3 clusters Score -889844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -889844.875000 Penalty: 2984.197754
	Iteration 61Q: 3 clusters Score -889844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -889845.875000 Penalty: 2984.197754
	Iteration 62Q: 3 clusters Score -889845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -889845.437500 Penalty: 2984.197754
	Iteration 63Q: 3 clusters Score -889845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -889845.062500 Penalty: 2984.197754
	Iteration 64Q: 3 clusters Score -889845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -889845.437500 Penalty: 2984.197754
	Iteration 65Q: 3 clusters Score -889845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -889846.000000 Penalty: 2984.197754
	Iteration 66Q: 3 clusters Score -889846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -889844.500000 Penalty: 2984.197754
	Iteration 67Q: 3 clusters Score -889844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -889844.437500 Penalty: 2984.197754
	Iteration 68Q: 3 clusters Score -889844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -889848.125000 Penalty: 2984.197754
	Iteration 69Q: 3 clusters Score -889848.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -889848.562500 Penalty: 2984.197754
	Iteration 70Q: 3 clusters Score -889848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -889850.437500 Penalty: 2984.197754
	Iteration 71Q: 3 clusters Score -889850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -889852.250000 Penalty: 2984.197754
	Iteration 72Q: 3 clusters Score -889852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -889852.625000 Penalty: 2984.197754
	Iteration 73Q: 3 clusters Score -889852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -889853.375000 Penalty: 2984.197754
	Iteration 74Q: 3 clusters Score -889853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -889854.312500 Penalty: 2984.197754
	Iteration 75Q: 3 clusters Score -889854.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -889857.125000 Penalty: 2984.197754
	Iteration 76Q: 3 clusters Score -889857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -889861.937500 Penalty: 2984.197754
	Iteration 77Q: 3 clusters Score -889861.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -889864.750000 Penalty: 2984.197754
	Iteration 78Q: 3 clusters Score -889864.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -889869.437500 Penalty: 2984.197754
	Iteration 79Q: 3 clusters Score -889869.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -889877.750000 Penalty: 2984.197754
	Iteration 80F: 3 clusters Score -889877.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -889881.000000 Penalty: 2984.197754
	Iteration 81Q: 3 clusters Score -889881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -889888.250000 Penalty: 2984.197754
	Iteration 82Q: 3 clusters Score -889888.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -889888.875000 Penalty: 2984.197754
	Iteration 83Q: 3 clusters Score -889888.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -889894.875000 Penalty: 2984.197754
	Iteration 84Q: 3 clusters Score -889894.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -889903.687500 Penalty: 2984.197754
	Iteration 85Q: 3 clusters Score -889903.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -889919.562500 Penalty: 2984.197754
	Iteration 86Q: 3 clusters Score -889919.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -889953.687500 Penalty: 2984.197754
	Iteration 87Q: 3 clusters Score -889953.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -889986.937500 Penalty: 2984.197754
	Iteration 88Q: 3 clusters Score -889986.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -890043.000000 Penalty: 2984.197754
	Iteration 89Q: 3 clusters Score -890043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -890139.500000 Penalty: 2984.197754
	Iteration 90Q: 3 clusters Score -890139.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -890261.562500 Penalty: 2984.197754
	Iteration 91Q: 3 clusters Score -890261.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -890387.250000 Penalty: 2984.197754
	Iteration 92Q: 3 clusters Score -890387.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -890581.437500 Penalty: 2984.197754
	Iteration 93Q: 3 clusters Score -890581.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -890768.125000 Penalty: 2984.197754
	Iteration 94Q: 3 clusters Score -890768.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -890901.625000 Penalty: 2984.197754
	Iteration 95Q: 3 clusters Score -890901.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -890999.000000 Penalty: 2984.197754
	Iteration 96Q: 3 clusters Score -890999 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -891100.687500 Penalty: 2984.197754
	Iteration 97Q: 3 clusters Score -891100.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -891173.187500 Penalty: 2984.197754
	Iteration 98Q: 3 clusters Score -891173.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -891216.250000 Penalty: 2984.197754
	Iteration 99Q: 3 clusters Score -891216.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -891287.750000 Penalty: 2984.197754
	Iteration 100F: 3 clusters Score -891287.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -891326.312500 Penalty: 2984.197754
	Iteration 101Q: 3 clusters Score -891326.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -891356.562500 Penalty: 2984.197754
	Iteration 102Q: 3 clusters Score -891356.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -891373.937500 Penalty: 2984.197754
	Iteration 103Q: 3 clusters Score -891373.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -891385.375000 Penalty: 2984.197754
	Iteration 104Q: 3 clusters Score -891385.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -891393.000000 Penalty: 2984.197754
	Iteration 105Q: 3 clusters Score -891393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -891398.937500 Penalty: 2984.197754
	Iteration 106Q: 3 clusters Score -891398.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -891405.312500 Penalty: 2984.197754
	Iteration 107Q: 3 clusters Score -891405.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -891409.312500 Penalty: 2984.197754
	Iteration 108Q: 3 clusters Score -891409.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -891414.312500 Penalty: 2984.197754
	Iteration 109Q: 3 clusters Score -891414.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -891414.250000 Penalty: 2984.197754
	Iteration 110Q: 3 clusters Score -891414.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -891417.312500 Penalty: 2984.197754
	Iteration 111Q: 3 clusters Score -891417.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -891419.812500 Penalty: 2984.197754
	Iteration 112Q: 3 clusters Score -891419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -891424.875000 Penalty: 2984.197754
	Iteration 113Q: 3 clusters Score -891424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -891426.187500 Penalty: 2984.197754
	Iteration 114Q: 3 clusters Score -891426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -891426.250000 Penalty: 2984.197754
	Iteration 115Q: 3 clusters Score -891426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -891427.875000 Penalty: 2984.197754
	Iteration 116Q: 3 clusters Score -891427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -891427.250000 Penalty: 2984.197754
	Iteration 117Q: 3 clusters Score -891427.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -891427.250000 Penalty: 2984.197754
	Iteration 118F: 3 clusters Score -891427.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 65033 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Entering Unmasked Estep 
Score: -49733328.000000 Penalty: 70815.945312
Splitting cluster 8 changes total score from -49733024.000000 to -49733328.000000
So it's getting split into cluster 1.
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: -431906.843750 Penalty: 1378.389038
	Iteration 0F: 2 clusters Score -431906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -428029.687500 Penalty: 2756.778076
	Iteration 0F: 3 clusters Score -428029.7 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -429174.875000 Penalty: 2756.778076
	Iteration 1F: 3 clusters Score -429174.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -429460.531250 Penalty: 2756.778076
	Iteration 2F: 3 clusters Score -429460.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -429702.406250 Penalty: 2756.778076
	Iteration 3F: 3 clusters Score -429702.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -429959.312500 Penalty: 2756.778076
	Iteration 4F: 3 clusters Score -429959.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -430200.187500 Penalty: 2756.778076
	Iteration 5F: 3 clusters Score -430200.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -430386.156250 Penalty: 2756.778076
	Iteration 6Q: 3 clusters Score -430386.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -430572.281250 Penalty: 2756.778076
	Iteration 7Q: 3 clusters Score -430572.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -430819.906250 Penalty: 2756.778076
	Iteration 8Q: 3 clusters Score -430819.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -431233.031250 Penalty: 2756.778076
	Iteration 9Q: 3 clusters Score -431233 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -432104.656250 Penalty: 2756.778076
	Iteration 10F: 3 clusters Score -432104.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -432861.000000 Penalty: 2756.778076
	Iteration 11F: 3 clusters Score -432861 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -433078.218750 Penalty: 2756.778076
	Iteration 12Q: 3 clusters Score -433078.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -433126.843750 Penalty: 2756.778076
	Iteration 13Q: 3 clusters Score -433126.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -433142.187500 Penalty: 2756.778076
	Iteration 14Q: 3 clusters Score -433142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -433145.375000 Penalty: 2756.778076
	Iteration 15Q: 3 clusters Score -433145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -433146.437500 Penalty: 2756.778076
	Iteration 16Q: 3 clusters Score -433146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -433146.500000 Penalty: 2756.778076
	Iteration 17Q: 3 clusters Score -433146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -433146.500000 Penalty: 2756.778076
	Iteration 18F: 3 clusters Score -433146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 65033 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Entering Unmasked Estep 
Score: -49733756.000000 Penalty: 72961.882812
Splitting cluster 9 changes total score from -49733024.000000 to -49733756.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 10 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -140371.187500 Penalty: 1192.991211
	Iteration 0F: 2 clusters Score -140371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138582.781250 Penalty: 2385.982422
	Iteration 0F: 3 clusters Score -138582.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -138947.453125 Penalty: 2385.982422
	Iteration 1F: 3 clusters Score -138947.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139071.453125 Penalty: 2385.982422
	Iteration 2F: 3 clusters Score -139071.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139165.031250 Penalty: 2385.982422
	Iteration 3F: 3 clusters Score -139165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -139220.718750 Penalty: 2385.982422
	Iteration 4Q: 3 clusters Score -139220.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139256.484375 Penalty: 2385.982422
	Iteration 5Q: 3 clusters Score -139256.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139288.796875 Penalty: 2385.982422
	Iteration 6Q: 3 clusters Score -139288.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -139309.578125 Penalty: 2385.982422
	Iteration 7Q: 3 clusters Score -139309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -139326.406250 Penalty: 2385.982422
	Iteration 8Q: 3 clusters Score -139326.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -139342.343750 Penalty: 2385.982422
	Iteration 9Q: 3 clusters Score -139342.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139358.796875 Penalty: 2385.982422
	Iteration 10Q: 3 clusters Score -139358.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -139373.203125 Penalty: 2385.982422
	Iteration 11Q: 3 clusters Score -139373.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -139380.796875 Penalty: 2385.982422
	Iteration 12Q: 3 clusters Score -139380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -139389.765625 Penalty: 2385.982422
	Iteration 13Q: 3 clusters Score -139389.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -139400.328125 Penalty: 2385.982422
	Iteration 14Q: 3 clusters Score -139400.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -139407.531250 Penalty: 2385.982422
	Iteration 15Q: 3 clusters Score -139407.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -139409.984375 Penalty: 2385.982422
	Iteration 16Q: 3 clusters Score -139410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -139413.515625 Penalty: 2385.982422
	Iteration 17Q: 3 clusters Score -139413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -139415.515625 Penalty: 2385.982422
	Iteration 18Q: 3 clusters Score -139415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139419.265625 Penalty: 2385.982422
	Iteration 19Q: 3 clusters Score -139419.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -139427.453125 Penalty: 2385.982422
	Iteration 20F: 3 clusters Score -139427.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -139432.250000 Penalty: 2385.982422
	Iteration 21Q: 3 clusters Score -139432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -139436.187500 Penalty: 2385.982422
	Iteration 22Q: 3 clusters Score -139436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -139442.531250 Penalty: 2385.982422
	Iteration 23Q: 3 clusters Score -139442.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -139447.109375 Penalty: 2385.982422
	Iteration 24Q: 3 clusters Score -139447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -139449.468750 Penalty: 2385.982422
	Iteration 25Q: 3 clusters Score -139449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -139451.687500 Penalty: 2385.982422
	Iteration 26Q: 3 clusters Score -139451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -139454.203125 Penalty: 2385.982422
	Iteration 27Q: 3 clusters Score -139454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -139454.500000 Penalty: 2385.982422
	Iteration 28Q: 3 clusters Score -139454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -139454.500000 Penalty: 2385.982422
	Iteration 29F: 3 clusters Score -139454.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Entering Unmasked Estep 
Score: -1715469.750000 Penalty: 1591.235962
	Iteration 0F: 2 clusters Score -1715470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1703148.375000 Penalty: 3182.471924
	Iteration 0F: 3 clusters Score -1703148 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1707749.125000 Penalty: 3182.471924
	Iteration 1F: 3 clusters Score -1707749 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1708284.875000 Penalty: 3182.471924
	Iteration 2F: 3 clusters Score -1708285 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1708888.375000 Penalty: 3182.471924
	Iteration 3F: 3 clusters Score -1708888 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1709513.875000 Penalty: 3182.471924
	Iteration 4F: 3 clusters Score -1709514 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1710155.500000 Penalty: 3182.471924
	Iteration 5F: 3 clusters Score -1710156 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1710763.500000 Penalty: 3182.471924
	Iteration 6F: 3 clusters Score -1710764 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1711300.625000 Penalty: 3182.471924
	Iteration 7Q: 3 clusters Score -1711301 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1711740.375000 Penalty: 3182.471924
	Iteration 8Q: 3 clusters Score -1711740 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1712096.500000 Penalty: 3182.471924
	Iteration 9Q: 3 clusters Score -1712096 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1712365.000000 Penalty: 3182.471924
	Iteration 10Q: 3 clusters Score -1712365 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1712562.000000 Penalty: 3182.471924
	Iteration 11Q: 3 clusters Score -1712562 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1712725.250000 Penalty: 3182.471924
	Iteration 12Q: 3 clusters Score -1712725 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1712844.125000 Penalty: 3182.471924
	Iteration 13Q: 3 clusters Score -1712844 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1712950.500000 Penalty: 3182.471924
	Iteration 14Q: 3 clusters Score -1712950 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1713054.375000 Penalty: 3182.471924
	Iteration 15Q: 3 clusters Score -1713054 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1713174.375000 Penalty: 3182.471924
	Iteration 16Q: 3 clusters Score -1713174 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1713285.750000 Penalty: 3182.471924
	Iteration 17Q: 3 clusters Score -1713286 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1713410.625000 Penalty: 3182.471924
	Iteration 18Q: 3 clusters Score -1713411 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1713535.500000 Penalty: 3182.471924
	Iteration 19Q: 3 clusters Score -1713536 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1713669.500000 Penalty: 3182.471924
	Iteration 20F: 3 clusters Score -1713670 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1713796.500000 Penalty: 3182.471924
	Iteration 21Q: 3 clusters Score -1713796 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1713904.000000 Penalty: 3182.471924
	Iteration 22Q: 3 clusters Score -1713904 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1713982.500000 Penalty: 3182.471924
	Iteration 23Q: 3 clusters Score -1713982 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1714045.375000 Penalty: 3182.471924
	Iteration 24Q: 3 clusters Score -1714045 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1714087.875000 Penalty: 3182.471924
	Iteration 25Q: 3 clusters Score -1714088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1714131.750000 Penalty: 3182.471924
	Iteration 26Q: 3 clusters Score -1714132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1714170.625000 Penalty: 3182.471924
	Iteration 27Q: 3 clusters Score -1714171 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1714193.750000 Penalty: 3182.471924
	Iteration 28Q: 3 clusters Score -1714194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1714217.125000 Penalty: 3182.471924
	Iteration 29Q: 3 clusters Score -1714217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1714231.625000 Penalty: 3182.471924
	Iteration 30Q: 3 clusters Score -1714232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1714251.750000 Penalty: 3182.471924
	Iteration 31Q: 3 clusters Score -1714252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1714264.000000 Penalty: 3182.471924
	Iteration 32Q: 3 clusters Score -1714264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1714269.250000 Penalty: 3182.471924
	Iteration 33Q: 3 clusters Score -1714269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1714274.500000 Penalty: 3182.471924
	Iteration 34Q: 3 clusters Score -1714274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1714275.500000 Penalty: 3182.471924
	Iteration 35Q: 3 clusters Score -1714276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1714279.750000 Penalty: 3182.471924
	Iteration 36Q: 3 clusters Score -1714280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1714282.125000 Penalty: 3182.471924
	Iteration 37Q: 3 clusters Score -1714282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1714287.500000 Penalty: 3182.471924
	Iteration 38Q: 3 clusters Score -1714288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1714291.000000 Penalty: 3182.471924
	Iteration 39Q: 3 clusters Score -1714291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1714291.250000 Penalty: 3182.471924
	Iteration 40F: 3 clusters Score -1714291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1714293.250000 Penalty: 3182.471924
	Iteration 41Q: 3 clusters Score -1714293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1714293.375000 Penalty: 3182.471924
	Iteration 42Q: 3 clusters Score -1714293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1714289.000000 Penalty: 3182.471924
	Iteration 43Q: 3 clusters Score -1714289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1714291.625000 Penalty: 3182.471924
	Iteration 44Q: 3 clusters Score -1714292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1714291.125000 Penalty: 3182.471924
	Iteration 45Q: 3 clusters Score -1714291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1714291.375000 Penalty: 3182.471924
	Iteration 46Q: 3 clusters Score -1714291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1714292.125000 Penalty: 3182.471924
	Iteration 47Q: 3 clusters Score -1714292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1714288.875000 Penalty: 3182.471924
	Iteration 48Q: 3 clusters Score -1714289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1714290.000000 Penalty: 3182.471924
	Iteration 49Q: 3 clusters Score -1714290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1714289.750000 Penalty: 3182.471924
	Iteration 50Q: 3 clusters Score -1714290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1714289.750000 Penalty: 3182.471924
	Iteration 51F: 3 clusters Score -1714290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -220825.093750 Penalty: 1274.434082
	Iteration 0F: 2 clusters Score -220825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -218391.265625 Penalty: 2548.868164
	Iteration 0F: 3 clusters Score -218391.3 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -218998.734375 Penalty: 2548.868164
	Iteration 1F: 3 clusters Score -218998.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -219211.000000 Penalty: 2548.868164
	Iteration 2F: 3 clusters Score -219211 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -219420.125000 Penalty: 2548.868164
	Iteration 3F: 3 clusters Score -219420.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -219604.500000 Penalty: 2548.868164
	Iteration 4F: 3 clusters Score -219604.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -219770.125000 Penalty: 2548.868164
	Iteration 5F: 3 clusters Score -219770.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -219903.593750 Penalty: 2548.868164
	Iteration 6F: 3 clusters Score -219903.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -220067.218750 Penalty: 2548.868164
	Iteration 7Q: 3 clusters Score -220067.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -220282.171875 Penalty: 2548.868164
	Iteration 8F: 3 clusters Score -220282.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -220494.906250 Penalty: 2548.868164
	Iteration 9Q: 3 clusters Score -220494.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -220654.046875 Penalty: 2548.868164
	Iteration 10Q: 3 clusters Score -220654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -220755.171875 Penalty: 2548.868164
	Iteration 11Q: 3 clusters Score -220755.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -220841.515625 Penalty: 2548.868164
	Iteration 12Q: 3 clusters Score -220841.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -220923.093750 Penalty: 2548.868164
	Iteration 13Q: 3 clusters Score -220923.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -220997.531250 Penalty: 2548.868164
	Iteration 14Q: 3 clusters Score -220997.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -221055.531250 Penalty: 2548.868164
	Iteration 15Q: 3 clusters Score -221055.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -221085.421875 Penalty: 2548.868164
	Iteration 16Q: 3 clusters Score -221085.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -221098.328125 Penalty: 2548.868164
	Iteration 17Q: 3 clusters Score -221098.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -221109.921875 Penalty: 2548.868164
	Iteration 18Q: 3 clusters Score -221109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -221118.375000 Penalty: 2548.868164
	Iteration 19Q: 3 clusters Score -221118.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -221126.406250 Penalty: 2548.868164
	Iteration 20F: 3 clusters Score -221126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -221135.515625 Penalty: 2548.868164
	Iteration 21Q: 3 clusters Score -221135.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -221142.531250 Penalty: 2548.868164
	Iteration 22Q: 3 clusters Score -221142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -221150.031250 Penalty: 2548.868164
	Iteration 23Q: 3 clusters Score -221150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -221153.390625 Penalty: 2548.868164
	Iteration 24Q: 3 clusters Score -221153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -221155.421875 Penalty: 2548.868164
	Iteration 25Q: 3 clusters Score -221155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -221156.484375 Penalty: 2548.868164
	Iteration 26Q: 3 clusters Score -221156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -221157.031250 Penalty: 2548.868164
	Iteration 27Q: 3 clusters Score -221157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -221156.953125 Penalty: 2548.868164
	Iteration 28Q: 3 clusters Score -221157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -221157.218750 Penalty: 2548.868164
	Iteration 29Q: 3 clusters Score -221157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -221157.796875 Penalty: 2548.868164
	Iteration 30Q: 3 clusters Score -221157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -221157.796875 Penalty: 2548.868164
	Iteration 31F: 3 clusters Score -221157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 65033 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 1233 members 
Entering Unmasked Estep 
Score: -49733168.000000 Penalty: 75107.820312
Splitting cluster 12 changes total score from -49733024.000000 to -49733168.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -75349.125000 Penalty: 1104.302246
	Iteration 0F: 2 clusters Score -75349.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73981.304688 Penalty: 2208.604492
	Iteration 0F: 3 clusters Score -73981.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74186.898438 Penalty: 2208.604492
	Iteration 1F: 3 clusters Score -74186.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74275.476562 Penalty: 2208.604492
	Iteration 2F: 3 clusters Score -74275.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74329.375000 Penalty: 2208.604492
	Iteration 3Q: 3 clusters Score -74329.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74363.718750 Penalty: 2208.604492
	Iteration 4Q: 3 clusters Score -74363.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74390.328125 Penalty: 2208.604492
	Iteration 5Q: 3 clusters Score -74390.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74419.078125 Penalty: 2208.604492
	Iteration 6Q: 3 clusters Score -74419.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74456.578125 Penalty: 2208.604492
	Iteration 7Q: 3 clusters Score -74456.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74481.289062 Penalty: 2208.604492
	Iteration 8Q: 3 clusters Score -74481.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74524.851562 Penalty: 2208.604492
	Iteration 9Q: 3 clusters Score -74524.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74557.843750 Penalty: 2208.604492
	Iteration 10Q: 3 clusters Score -74557.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74585.492188 Penalty: 2208.604492
	Iteration 11Q: 3 clusters Score -74585.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74626.242188 Penalty: 2208.604492
	Iteration 12Q: 3 clusters Score -74626.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74656.429688 Penalty: 2208.604492
	Iteration 13Q: 3 clusters Score -74656.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74678.187500 Penalty: 2208.604492
	Iteration 14Q: 3 clusters Score -74678.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74699.609375 Penalty: 2208.604492
	Iteration 15Q: 3 clusters Score -74699.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74712.945312 Penalty: 2208.604492
	Iteration 16Q: 3 clusters Score -74712.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74729.742188 Penalty: 2208.604492
	Iteration 17Q: 3 clusters Score -74729.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74748.859375 Penalty: 2208.604492
	Iteration 18Q: 3 clusters Score -74748.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74755.953125 Penalty: 2208.604492
	Iteration 19Q: 3 clusters Score -74755.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74770.968750 Penalty: 2208.604492
	Iteration 20F: 3 clusters Score -74770.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74783.570312 Penalty: 2208.604492
	Iteration 21Q: 3 clusters Score -74783.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74790.726562 Penalty: 2208.604492
	Iteration 22Q: 3 clusters Score -74790.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74794.132812 Penalty: 2208.604492
	Iteration 23Q: 3 clusters Score -74794.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74794.343750 Penalty: 2208.604492
	Iteration 24Q: 3 clusters Score -74794.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74795.132812 Penalty: 2208.604492
	Iteration 25Q: 3 clusters Score -74795.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74795.132812 Penalty: 2208.604492
	Iteration 26F: 3 clusters Score -74795.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Entering Unmasked Estep 
Score: -6290603.500000 Penalty: 1800.930664
	Iteration 0F: 2 clusters Score -6290604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -6278893.500000 Penalty: 3601.861328
	Iteration 0F: 3 clusters Score -6278894 nChanged 30674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -6296155.000000 Penalty: 3601.861328
	Iteration 1F: 3 clusters Score -6296155 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -6296869.500000 Penalty: 3601.861328
	Iteration 2Q: 3 clusters Score -6296870 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -6297583.500000 Penalty: 3601.861328
	Iteration 3Q: 3 clusters Score -6297584 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -6297917.500000 Penalty: 3601.861328
	Iteration 4Q: 3 clusters Score -6297918 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -6296784.500000 Penalty: 3601.861328
	Iteration 5F: 3 clusters Score -6296784 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6294495.500000 Penalty: 3601.861328
	Iteration 6F: 3 clusters Score -6294496 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6294369.500000 Penalty: 3601.861328
	Iteration 7F: 3 clusters Score -6294370 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6295911.500000 Penalty: 3601.861328
	Iteration 8F: 3 clusters Score -6295912 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6297414.000000 Penalty: 3601.861328
	Iteration 9F: 3 clusters Score -6297414 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -6298798.500000 Penalty: 3601.861328
	Iteration 10F: 3 clusters Score -6298798 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -6300080.000000 Penalty: 3601.861328
	Iteration 11Q: 3 clusters Score -6300080 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6301069.000000 Penalty: 3601.861328
	Iteration 12Q: 3 clusters Score -6301069 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6301926.000000 Penalty: 3601.861328
	Iteration 13Q: 3 clusters Score -6301926 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6303235.000000 Penalty: 3601.861328
	Iteration 14Q: 3 clusters Score -6303235 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -6305307.500000 Penalty: 3601.861328
	Iteration 15Q: 3 clusters Score -6305308 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -6306869.000000 Penalty: 3601.861328
	Iteration 16Q: 3 clusters Score -6306869 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -6304850.000000 Penalty: 3601.861328
	Iteration 17F: 3 clusters Score -6304850 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -6301157.500000 Penalty: 3601.861328
	Iteration 18F: 3 clusters Score -6301158 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6298988.000000 Penalty: 3601.861328
	Iteration 19F: 3 clusters Score -6298988 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -6297790.500000 Penalty: 3601.861328
	Iteration 20F: 3 clusters Score -6297790 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -6297272.500000 Penalty: 3601.861328
	Iteration 21Q: 3 clusters Score -6297272 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -6297153.500000 Penalty: 3601.861328
	Iteration 22Q: 3 clusters Score -6297154 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -6297273.500000 Penalty: 3601.861328
	Iteration 23Q: 3 clusters Score -6297274 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6297513.500000 Penalty: 3601.861328
	Iteration 24Q: 3 clusters Score -6297514 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -6297836.000000 Penalty: 3601.861328
	Iteration 25Q: 3 clusters Score -6297836 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -6298268.500000 Penalty: 3601.861328
	Iteration 26Q: 3 clusters Score -6298268 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -6298808.500000 Penalty: 3601.861328
	Iteration 27Q: 3 clusters Score -6298808 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -6299376.500000 Penalty: 3601.861328
	Iteration 28Q: 3 clusters Score -6299376 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -6300023.500000 Penalty: 3601.861328
	Iteration 29Q: 3 clusters Score -6300024 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -6300754.500000 Penalty: 3601.861328
	Iteration 30Q: 3 clusters Score -6300754 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -6301596.500000 Penalty: 3601.861328
	Iteration 31Q: 3 clusters Score -6301596 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -6302435.000000 Penalty: 3601.861328
	Iteration 32Q: 3 clusters Score -6302435 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -6303197.500000 Penalty: 3601.861328
	Iteration 33Q: 3 clusters Score -6303198 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -6303799.500000 Penalty: 3601.861328
	Iteration 34Q: 3 clusters Score -6303800 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -6304331.000000 Penalty: 3601.861328
	Iteration 35Q: 3 clusters Score -6304331 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -6304937.000000 Penalty: 3601.861328
	Iteration 36Q: 3 clusters Score -6304937 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6305350.000000 Penalty: 3601.861328
	Iteration 37Q: 3 clusters Score -6305350 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -6305735.500000 Penalty: 3601.861328
	Iteration 38Q: 3 clusters Score -6305736 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -6306063.000000 Penalty: 3601.861328
	Iteration 39Q: 3 clusters Score -6306063 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -6306721.000000 Penalty: 3601.861328
	Iteration 40F: 3 clusters Score -6306721 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -6307082.000000 Penalty: 3601.861328
	Iteration 41Q: 3 clusters Score -6307082 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -6307413.500000 Penalty: 3601.861328
	Iteration 42Q: 3 clusters Score -6307414 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -6307721.000000 Penalty: 3601.861328
	Iteration 43Q: 3 clusters Score -6307721 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -6307922.000000 Penalty: 3601.861328
	Iteration 44Q: 3 clusters Score -6307922 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -6307923.000000 Penalty: 3601.861328
	Iteration 45Q: 3 clusters Score -6307923 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -6307855.500000 Penalty: 3601.861328
	Iteration 46Q: 3 clusters Score -6307856 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -6307780.500000 Penalty: 3601.861328
	Iteration 47Q: 3 clusters Score -6307780 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -6307663.000000 Penalty: 3601.861328
	Iteration 48Q: 3 clusters Score -6307663 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -6307621.000000 Penalty: 3601.861328
	Iteration 49Q: 3 clusters Score -6307621 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -6307753.000000 Penalty: 3601.861328
	Iteration 50Q: 3 clusters Score -6307753 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -6308185.000000 Penalty: 3601.861328
	Iteration 51Q: 3 clusters Score -6308185 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -6308542.000000 Penalty: 3601.861328
	Iteration 52Q: 3 clusters Score -6308542 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -6308035.500000 Penalty: 3601.861328
	Iteration 53Q: 3 clusters Score -6308036 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -6305895.500000 Penalty: 3601.861328
	Iteration 54Q: 3 clusters Score -6305896 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6303190.000000 Penalty: 3601.861328
	Iteration 55F: 3 clusters Score -6303190 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -6301331.000000 Penalty: 3601.861328
	Iteration 56Q: 3 clusters Score -6301331 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -6300443.500000 Penalty: 3601.861328
	Iteration 57Q: 3 clusters Score -6300444 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -6300032.500000 Penalty: 3601.861328
	Iteration 58Q: 3 clusters Score -6300032 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -6299953.000000 Penalty: 3601.861328
	Iteration 59Q: 3 clusters Score -6299953 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -6300165.000000 Penalty: 3601.861328
	Iteration 60F: 3 clusters Score -6300165 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -6300508.500000 Penalty: 3601.861328
	Iteration 61Q: 3 clusters Score -6300508 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -6300938.000000 Penalty: 3601.861328
	Iteration 62Q: 3 clusters Score -6300938 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -6301549.500000 Penalty: 3601.861328
	Iteration 63Q: 3 clusters Score -6301550 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -6302340.500000 Penalty: 3601.861328
	Iteration 64Q: 3 clusters Score -6302340 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -6303049.000000 Penalty: 3601.861328
	Iteration 65Q: 3 clusters Score -6303049 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -6303673.000000 Penalty: 3601.861328
	Iteration 66Q: 3 clusters Score -6303673 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6304419.500000 Penalty: 3601.861328
	Iteration 67Q: 3 clusters Score -6304420 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -6305239.500000 Penalty: 3601.861328
	Iteration 68Q: 3 clusters Score -6305240 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -6305965.500000 Penalty: 3601.861328
	Iteration 69Q: 3 clusters Score -6305966 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -6306593.000000 Penalty: 3601.861328
	Iteration 70Q: 3 clusters Score -6306593 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -6307124.000000 Penalty: 3601.861328
	Iteration 71Q: 3 clusters Score -6307124 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -6307536.500000 Penalty: 3601.861328
	Iteration 72Q: 3 clusters Score -6307536 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -6307799.500000 Penalty: 3601.861328
	Iteration 73Q: 3 clusters Score -6307800 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6307920.500000 Penalty: 3601.861328
	Iteration 74Q: 3 clusters Score -6307920 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -6307907.500000 Penalty: 3601.861328
	Iteration 75Q: 3 clusters Score -6307908 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -6307881.000000 Penalty: 3601.861328
	Iteration 76Q: 3 clusters Score -6307881 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -6307882.500000 Penalty: 3601.861328
	Iteration 77Q: 3 clusters Score -6307882 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -6307924.500000 Penalty: 3601.861328
	Iteration 78Q: 3 clusters Score -6307924 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -6307927.500000 Penalty: 3601.861328
	Iteration 79Q: 3 clusters Score -6307928 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6308080.000000 Penalty: 3601.861328
	Iteration 80F: 3 clusters Score -6308080 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -6308111.000000 Penalty: 3601.861328
	Iteration 81Q: 3 clusters Score -6308111 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -6308280.500000 Penalty: 3601.861328
	Iteration 82Q: 3 clusters Score -6308280 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -6308552.000000 Penalty: 3601.861328
	Iteration 83Q: 3 clusters Score -6308552 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -6308747.000000 Penalty: 3601.861328
	Iteration 84Q: 3 clusters Score -6308747 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -6308055.500000 Penalty: 3601.861328
	Iteration 85Q: 3 clusters Score -6308056 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -6306500.000000 Penalty: 3601.861328
	Iteration 86Q: 3 clusters Score -6306500 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -6304713.500000 Penalty: 3601.861328
	Iteration 87Q: 3 clusters Score -6304714 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -6303402.500000 Penalty: 3601.861328
	Iteration 88Q: 3 clusters Score -6303402 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -6302564.000000 Penalty: 3601.861328
	Iteration 89Q: 3 clusters Score -6302564 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -6302355.500000 Penalty: 3601.861328
	Iteration 90Q: 3 clusters Score -6302356 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -6302459.000000 Penalty: 3601.861328
	Iteration 91Q: 3 clusters Score -6302459 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -6302794.000000 Penalty: 3601.861328
	Iteration 92Q: 3 clusters Score -6302794 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -6303285.500000 Penalty: 3601.861328
	Iteration 93Q: 3 clusters Score -6303286 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -6303874.000000 Penalty: 3601.861328
	Iteration 94Q: 3 clusters Score -6303874 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -6304522.000000 Penalty: 3601.861328
	Iteration 95Q: 3 clusters Score -6304522 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -6305162.000000 Penalty: 3601.861328
	Iteration 96Q: 3 clusters Score -6305162 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -6305755.000000 Penalty: 3601.861328
	Iteration 97Q: 3 clusters Score -6305755 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -6306396.000000 Penalty: 3601.861328
	Iteration 98Q: 3 clusters Score -6306396 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -6306932.000000 Penalty: 3601.861328
	Iteration 99Q: 3 clusters Score -6306932 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -6307851.500000 Penalty: 3601.861328
	Iteration 100F: 3 clusters Score -6307852 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -6308024.500000 Penalty: 3601.861328
	Iteration 101Q: 3 clusters Score -6308024 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -6308285.000000 Penalty: 3601.861328
	Iteration 102Q: 3 clusters Score -6308285 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -6308525.000000 Penalty: 3601.861328
	Iteration 103Q: 3 clusters Score -6308525 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -6308695.500000 Penalty: 3601.861328
	Iteration 104Q: 3 clusters Score -6308696 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -6308838.500000 Penalty: 3601.861328
	Iteration 105Q: 3 clusters Score -6308838 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -6308919.000000 Penalty: 3601.861328
	Iteration 106Q: 3 clusters Score -6308919 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -6308898.000000 Penalty: 3601.861328
	Iteration 107Q: 3 clusters Score -6308898 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -6308874.500000 Penalty: 3601.861328
	Iteration 108Q: 3 clusters Score -6308874 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -6308836.000000 Penalty: 3601.861328
	Iteration 109Q: 3 clusters Score -6308836 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -6308800.500000 Penalty: 3601.861328
	Iteration 110Q: 3 clusters Score -6308800 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -6308771.000000 Penalty: 3601.861328
	Iteration 111Q: 3 clusters Score -6308771 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -6308781.000000 Penalty: 3601.861328
	Iteration 112Q: 3 clusters Score -6308781 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -6308822.000000 Penalty: 3601.861328
	Iteration 113Q: 3 clusters Score -6308822 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -6308953.500000 Penalty: 3601.861328
	Iteration 114Q: 3 clusters Score -6308954 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -6309145.500000 Penalty: 3601.861328
	Iteration 115Q: 3 clusters Score -6309146 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -6309279.500000 Penalty: 3601.861328
	Iteration 116Q: 3 clusters Score -6309280 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -6308739.000000 Penalty: 3601.861328
	Iteration 117Q: 3 clusters Score -6308739 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -6307400.000000 Penalty: 3601.861328
	Iteration 118Q: 3 clusters Score -6307400 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -6305527.500000 Penalty: 3601.861328
	Iteration 119Q: 3 clusters Score -6305528 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -6304270.500000 Penalty: 3601.861328
	Iteration 120F: 3 clusters Score -6304270 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -6303442.000000 Penalty: 3601.861328
	Iteration 121Q: 3 clusters Score -6303442 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -6303086.000000 Penalty: 3601.861328
	Iteration 122Q: 3 clusters Score -6303086 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -6303146.500000 Penalty: 3601.861328
	Iteration 123Q: 3 clusters Score -6303146 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -6303652.500000 Penalty: 3601.861328
	Iteration 124Q: 3 clusters Score -6303652 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -6304099.500000 Penalty: 3601.861328
	Iteration 125Q: 3 clusters Score -6304100 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -6304551.500000 Penalty: 3601.861328
	Iteration 126Q: 3 clusters Score -6304552 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6305041.500000 Penalty: 3601.861328
	Iteration 127Q: 3 clusters Score -6305042 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -6305648.000000 Penalty: 3601.861328
	Iteration 128Q: 3 clusters Score -6305648 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -6306261.500000 Penalty: 3601.861328
	Iteration 129Q: 3 clusters Score -6306262 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -6306871.500000 Penalty: 3601.861328
	Iteration 130Q: 3 clusters Score -6306872 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -6307425.500000 Penalty: 3601.861328
	Iteration 131Q: 3 clusters Score -6307426 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -6307859.500000 Penalty: 3601.861328
	Iteration 132Q: 3 clusters Score -6307860 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -6308164.500000 Penalty: 3601.861328
	Iteration 133Q: 3 clusters Score -6308164 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -6308454.500000 Penalty: 3601.861328
	Iteration 134Q: 3 clusters Score -6308454 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -6308666.000000 Penalty: 3601.861328
	Iteration 135Q: 3 clusters Score -6308666 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -6308877.500000 Penalty: 3601.861328
	Iteration 136Q: 3 clusters Score -6308878 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -6308935.000000 Penalty: 3601.861328
	Iteration 137Q: 3 clusters Score -6308935 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -6308986.500000 Penalty: 3601.861328
	Iteration 138Q: 3 clusters Score -6308986 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -6309001.000000 Penalty: 3601.861328
	Iteration 139Q: 3 clusters Score -6309001 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -6309125.000000 Penalty: 3601.861328
	Iteration 140F: 3 clusters Score -6309125 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -6309137.000000 Penalty: 3601.861328
	Iteration 141Q: 3 clusters Score -6309137 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -6309106.000000 Penalty: 3601.861328
	Iteration 142Q: 3 clusters Score -6309106 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -6309070.000000 Penalty: 3601.861328
	Iteration 143Q: 3 clusters Score -6309070 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -6309056.000000 Penalty: 3601.861328
	Iteration 144Q: 3 clusters Score -6309056 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -6309224.500000 Penalty: 3601.861328
	Iteration 145Q: 3 clusters Score -6309224 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -6309420.000000 Penalty: 3601.861328
	Iteration 146Q: 3 clusters Score -6309420 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -6309329.000000 Penalty: 3601.861328
	Iteration 147Q: 3 clusters Score -6309329 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -6308643.000000 Penalty: 3601.861328
	Iteration 148Q: 3 clusters Score -6308643 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -6307463.000000 Penalty: 3601.861328
	Iteration 149Q: 3 clusters Score -6307463 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -6306225.500000 Penalty: 3601.861328
	Iteration 150Q: 3 clusters Score -6306226 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -6305193.000000 Penalty: 3601.861328
	Iteration 151Q: 3 clusters Score -6305193 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -6304472.000000 Penalty: 3601.861328
	Iteration 152Q: 3 clusters Score -6304472 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6304172.500000 Penalty: 3601.861328
	Iteration 153Q: 3 clusters Score -6304172 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -6304118.500000 Penalty: 3601.861328
	Iteration 154Q: 3 clusters Score -6304118 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6304273.000000 Penalty: 3601.861328
	Iteration 155Q: 3 clusters Score -6304273 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6304528.000000 Penalty: 3601.861328
	Iteration 156Q: 3 clusters Score -6304528 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -6304856.500000 Penalty: 3601.861328
	Iteration 157Q: 3 clusters Score -6304856 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -6305205.500000 Penalty: 3601.861328
	Iteration 158Q: 3 clusters Score -6305206 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -6305675.500000 Penalty: 3601.861328
	Iteration 159Q: 3 clusters Score -6305676 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -6306410.000000 Penalty: 3601.861328
	Iteration 160F: 3 clusters Score -6306410 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -6306515.500000 Penalty: 3601.861328
	Iteration 161Q: 3 clusters Score -6306516 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -6306767.000000 Penalty: 3601.861328
	Iteration 162Q: 3 clusters Score -6306767 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -6307101.000000 Penalty: 3601.861328
	Iteration 163Q: 3 clusters Score -6307101 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -6307436.500000 Penalty: 3601.861328
	Iteration 164Q: 3 clusters Score -6307436 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -6307661.500000 Penalty: 3601.861328
	Iteration 165Q: 3 clusters Score -6307662 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -6307889.500000 Penalty: 3601.861328
	Iteration 166Q: 3 clusters Score -6307890 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -6308072.500000 Penalty: 3601.861328
	Iteration 167Q: 3 clusters Score -6308072 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6308289.500000 Penalty: 3601.861328
	Iteration 168Q: 3 clusters Score -6308290 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -6308391.000000 Penalty: 3601.861328
	Iteration 169Q: 3 clusters Score -6308391 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -6308522.500000 Penalty: 3601.861328
	Iteration 170Q: 3 clusters Score -6308522 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -6308587.500000 Penalty: 3601.861328
	Iteration 171Q: 3 clusters Score -6308588 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -6308643.000000 Penalty: 3601.861328
	Iteration 172Q: 3 clusters Score -6308643 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6308703.500000 Penalty: 3601.861328
	Iteration 173Q: 3 clusters Score -6308704 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -6308695.000000 Penalty: 3601.861328
	Iteration 174Q: 3 clusters Score -6308695 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -6308657.500000 Penalty: 3601.861328
	Iteration 175Q: 3 clusters Score -6308658 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -6308669.500000 Penalty: 3601.861328
	Iteration 176Q: 3 clusters Score -6308670 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -6308603.000000 Penalty: 3601.861328
	Iteration 177Q: 3 clusters Score -6308603 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -6308571.500000 Penalty: 3601.861328
	Iteration 178Q: 3 clusters Score -6308572 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -6308504.000000 Penalty: 3601.861328
	Iteration 179Q: 3 clusters Score -6308504 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -6308446.000000 Penalty: 3601.861328
	Iteration 180F: 3 clusters Score -6308446 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -6308426.500000 Penalty: 3601.861328
	Iteration 181Q: 3 clusters Score -6308426 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -6308425.500000 Penalty: 3601.861328
	Iteration 182Q: 3 clusters Score -6308426 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -6308411.000000 Penalty: 3601.861328
	Iteration 183Q: 3 clusters Score -6308411 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -6308532.000000 Penalty: 3601.861328
	Iteration 184Q: 3 clusters Score -6308532 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -6308846.500000 Penalty: 3601.861328
	Iteration 185Q: 3 clusters Score -6308846 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -6309070.000000 Penalty: 3601.861328
	Iteration 186Q: 3 clusters Score -6309070 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -6308806.500000 Penalty: 3601.861328
	Iteration 187Q: 3 clusters Score -6308806 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6307452.000000 Penalty: 3601.861328
	Iteration 188Q: 3 clusters Score -6307452 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6305321.000000 Penalty: 3601.861328
	Iteration 189Q: 3 clusters Score -6305321 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -6303201.500000 Penalty: 3601.861328
	Iteration 190Q: 3 clusters Score -6303202 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -6302270.000000 Penalty: 3601.861328
	Iteration 191Q: 3 clusters Score -6302270 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -6302039.500000 Penalty: 3601.861328
	Iteration 192Q: 3 clusters Score -6302040 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -6302116.500000 Penalty: 3601.861328
	Iteration 193Q: 3 clusters Score -6302116 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -6302553.500000 Penalty: 3601.861328
	Iteration 194Q: 3 clusters Score -6302554 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -6303131.000000 Penalty: 3601.861328
	Iteration 195Q: 3 clusters Score -6303131 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -6303815.500000 Penalty: 3601.861328
	Iteration 196Q: 3 clusters Score -6303816 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -6304526.500000 Penalty: 3601.861328
	Iteration 197Q: 3 clusters Score -6304526 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -6305135.000000 Penalty: 3601.861328
	Iteration 198Q: 3 clusters Score -6305135 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -6305694.000000 Penalty: 3601.861328
	Iteration 199Q: 3 clusters Score -6305694 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -6307038.000000 Penalty: 3601.861328
	Iteration 200F: 3 clusters Score -6307038 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -6307374.000000 Penalty: 3601.861328
	Iteration 201Q: 3 clusters Score -6307374 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6307747.500000 Penalty: 3601.861328
	Iteration 202Q: 3 clusters Score -6307748 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -6308162.500000 Penalty: 3601.861328
	Iteration 203Q: 3 clusters Score -6308162 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -6308418.000000 Penalty: 3601.861328
	Iteration 204Q: 3 clusters Score -6308418 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -6308637.000000 Penalty: 3601.861328
	Iteration 205Q: 3 clusters Score -6308637 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -6308784.500000 Penalty: 3601.861328
	Iteration 206Q: 3 clusters Score -6308784 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -6308909.000000 Penalty: 3601.861328
	Iteration 207Q: 3 clusters Score -6308909 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -6308870.000000 Penalty: 3601.861328
	Iteration 208Q: 3 clusters Score -6308870 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -6308861.000000 Penalty: 3601.861328
	Iteration 209Q: 3 clusters Score -6308861 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -6308804.000000 Penalty: 3601.861328
	Iteration 210Q: 3 clusters Score -6308804 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -6308778.000000 Penalty: 3601.861328
	Iteration 211Q: 3 clusters Score -6308778 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -6308783.000000 Penalty: 3601.861328
	Iteration 212Q: 3 clusters Score -6308783 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -6308810.500000 Penalty: 3601.861328
	Iteration 213Q: 3 clusters Score -6308810 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -6308866.500000 Penalty: 3601.861328
	Iteration 214Q: 3 clusters Score -6308866 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -6309128.500000 Penalty: 3601.861328
	Iteration 215Q: 3 clusters Score -6309128 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -6309335.000000 Penalty: 3601.861328
	Iteration 216Q: 3 clusters Score -6309335 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -6309144.000000 Penalty: 3601.861328
	Iteration 217Q: 3 clusters Score -6309144 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -6308179.000000 Penalty: 3601.861328
	Iteration 218Q: 3 clusters Score -6308179 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -6306926.000000 Penalty: 3601.861328
	Iteration 219Q: 3 clusters Score -6306926 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -6305911.000000 Penalty: 3601.861328
	Iteration 220F: 3 clusters Score -6305911 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -6304980.000000 Penalty: 3601.861328
	Iteration 221Q: 3 clusters Score -6304980 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -6304325.500000 Penalty: 3601.861328
	Iteration 222Q: 3 clusters Score -6304326 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -6303999.500000 Penalty: 3601.861328
	Iteration 223Q: 3 clusters Score -6304000 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -6303897.000000 Penalty: 3601.861328
	Iteration 224Q: 3 clusters Score -6303897 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -6303985.500000 Penalty: 3601.861328
	Iteration 225Q: 3 clusters Score -6303986 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -6304247.500000 Penalty: 3601.861328
	Iteration 226Q: 3 clusters Score -6304248 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -6304556.500000 Penalty: 3601.861328
	Iteration 227Q: 3 clusters Score -6304556 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -6304923.500000 Penalty: 3601.861328
	Iteration 228Q: 3 clusters Score -6304924 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -6305289.500000 Penalty: 3601.861328
	Iteration 229Q: 3 clusters Score -6305290 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -6305774.000000 Penalty: 3601.861328
	Iteration 230Q: 3 clusters Score -6305774 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -6306199.000000 Penalty: 3601.861328
	Iteration 231Q: 3 clusters Score -6306199 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -6306619.500000 Penalty: 3601.861328
	Iteration 232Q: 3 clusters Score -6306620 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -6306981.500000 Penalty: 3601.861328
	Iteration 233Q: 3 clusters Score -6306982 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -6307278.000000 Penalty: 3601.861328
	Iteration 234Q: 3 clusters Score -6307278 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -6307558.000000 Penalty: 3601.861328
	Iteration 235Q: 3 clusters Score -6307558 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -6307835.500000 Penalty: 3601.861328
	Iteration 236Q: 3 clusters Score -6307836 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6308050.500000 Penalty: 3601.861328
	Iteration 237Q: 3 clusters Score -6308050 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -6308243.000000 Penalty: 3601.861328
	Iteration 238Q: 3 clusters Score -6308243 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -6308381.500000 Penalty: 3601.861328
	Iteration 239Q: 3 clusters Score -6308382 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -6308671.500000 Penalty: 3601.861328
	Iteration 240F: 3 clusters Score -6308672 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -6308810.500000 Penalty: 3601.861328
	Iteration 241Q: 3 clusters Score -6308810 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -6308875.500000 Penalty: 3601.861328
	Iteration 242Q: 3 clusters Score -6308876 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -6308916.000000 Penalty: 3601.861328
	Iteration 243Q: 3 clusters Score -6308916 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -6308906.500000 Penalty: 3601.861328
	Iteration 244Q: 3 clusters Score -6308906 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -6308932.000000 Penalty: 3601.861328
	Iteration 245Q: 3 clusters Score -6308932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -6308922.500000 Penalty: 3601.861328
	Iteration 246Q: 3 clusters Score -6308922 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -6308936.500000 Penalty: 3601.861328
	Iteration 247Q: 3 clusters Score -6308936 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -6308892.500000 Penalty: 3601.861328
	Iteration 248Q: 3 clusters Score -6308892 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -6308828.000000 Penalty: 3601.861328
	Iteration 249Q: 3 clusters Score -6308828 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -6308792.500000 Penalty: 3601.861328
	Iteration 250Q: 3 clusters Score -6308792 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6308756.500000 Penalty: 3601.861328
	Iteration 251Q: 3 clusters Score -6308756 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -6308673.500000 Penalty: 3601.861328
	Iteration 252Q: 3 clusters Score -6308674 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -6308617.000000 Penalty: 3601.861328
	Iteration 253Q: 3 clusters Score -6308617 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -6308578.000000 Penalty: 3601.861328
	Iteration 254Q: 3 clusters Score -6308578 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -6308525.500000 Penalty: 3601.861328
	Iteration 255Q: 3 clusters Score -6308526 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -6308530.500000 Penalty: 3601.861328
	Iteration 256Q: 3 clusters Score -6308530 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -6308502.000000 Penalty: 3601.861328
	Iteration 257Q: 3 clusters Score -6308502 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -6308475.500000 Penalty: 3601.861328
	Iteration 258Q: 3 clusters Score -6308476 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -6308550.500000 Penalty: 3601.861328
	Iteration 259Q: 3 clusters Score -6308550 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -6308761.000000 Penalty: 3601.861328
	Iteration 260F: 3 clusters Score -6308761 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -6309069.500000 Penalty: 3601.861328
	Iteration 261Q: 3 clusters Score -6309070 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -6308966.000000 Penalty: 3601.861328
	Iteration 262Q: 3 clusters Score -6308966 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6307878.500000 Penalty: 3601.861328
	Iteration 263Q: 3 clusters Score -6307878 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -6305938.500000 Penalty: 3601.861328
	Iteration 264Q: 3 clusters Score -6305938 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -6303681.500000 Penalty: 3601.861328
	Iteration 265Q: 3 clusters Score -6303682 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -6302397.000000 Penalty: 3601.861328
	Iteration 266Q: 3 clusters Score -6302397 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -6302051.500000 Penalty: 3601.861328
	Iteration 267Q: 3 clusters Score -6302052 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -6302080.500000 Penalty: 3601.861328
	Iteration 268Q: 3 clusters Score -6302080 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -6302367.500000 Penalty: 3601.861328
	Iteration 269Q: 3 clusters Score -6302368 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -6302951.000000 Penalty: 3601.861328
	Iteration 270Q: 3 clusters Score -6302951 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -6303597.500000 Penalty: 3601.861328
	Iteration 271Q: 3 clusters Score -6303598 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -6304262.500000 Penalty: 3601.861328
	Iteration 272Q: 3 clusters Score -6304262 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -6304827.500000 Penalty: 3601.861328
	Iteration 273Q: 3 clusters Score -6304828 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6305483.500000 Penalty: 3601.861328
	Iteration 274Q: 3 clusters Score -6305484 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -6306202.500000 Penalty: 3601.861328
	Iteration 275Q: 3 clusters Score -6306202 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -6306898.000000 Penalty: 3601.861328
	Iteration 276Q: 3 clusters Score -6306898 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -6307453.500000 Penalty: 3601.861328
	Iteration 277Q: 3 clusters Score -6307454 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -6308095.500000 Penalty: 3601.861328
	Iteration 278Q: 3 clusters Score -6308096 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -6308479.500000 Penalty: 3601.861328
	Iteration 279Q: 3 clusters Score -6308480 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -6309206.500000 Penalty: 3601.861328
	Iteration 280F: 3 clusters Score -6309206 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -6309309.500000 Penalty: 3601.861328
	Iteration 281Q: 3 clusters Score -6309310 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -6309400.000000 Penalty: 3601.861328
	Iteration 282Q: 3 clusters Score -6309400 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -6309442.500000 Penalty: 3601.861328
	Iteration 283Q: 3 clusters Score -6309442 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -6309456.000000 Penalty: 3601.861328
	Iteration 284Q: 3 clusters Score -6309456 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -6309398.500000 Penalty: 3601.861328
	Iteration 285Q: 3 clusters Score -6309398 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -6309333.000000 Penalty: 3601.861328
	Iteration 286Q: 3 clusters Score -6309333 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -6309229.500000 Penalty: 3601.861328
	Iteration 287Q: 3 clusters Score -6309230 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -6309201.500000 Penalty: 3601.861328
	Iteration 288Q: 3 clusters Score -6309202 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -6309148.500000 Penalty: 3601.861328
	Iteration 289Q: 3 clusters Score -6309148 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -6309119.500000 Penalty: 3601.861328
	Iteration 290Q: 3 clusters Score -6309120 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -6309127.500000 Penalty: 3601.861328
	Iteration 291Q: 3 clusters Score -6309128 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -6309254.000000 Penalty: 3601.861328
	Iteration 292Q: 3 clusters Score -6309254 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -6309463.500000 Penalty: 3601.861328
	Iteration 293Q: 3 clusters Score -6309464 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -6309430.500000 Penalty: 3601.861328
	Iteration 294Q: 3 clusters Score -6309430 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -6309069.500000 Penalty: 3601.861328
	Iteration 295Q: 3 clusters Score -6309070 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -6308011.500000 Penalty: 3601.861328
	Iteration 296Q: 3 clusters Score -6308012 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -6306970.000000 Penalty: 3601.861328
	Iteration 297Q: 3 clusters Score -6306970 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6305978.500000 Penalty: 3601.861328
	Iteration 298Q: 3 clusters Score -6305978 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -6305181.000000 Penalty: 3601.861328
	Iteration 299Q: 3 clusters Score -6305181 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -6304919.500000 Penalty: 3601.861328
	Iteration 300F: 3 clusters Score -6304920 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -6304627.500000 Penalty: 3601.861328
	Iteration 301Q: 3 clusters Score -6304628 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -6304533.500000 Penalty: 3601.861328
	Iteration 302Q: 3 clusters Score -6304534 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -6304620.000000 Penalty: 3601.861328
	Iteration 303Q: 3 clusters Score -6304620 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -6304853.500000 Penalty: 3601.861328
	Iteration 304Q: 3 clusters Score -6304854 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -6305145.500000 Penalty: 3601.861328
	Iteration 305Q: 3 clusters Score -6305146 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -6305494.500000 Penalty: 3601.861328
	Iteration 306Q: 3 clusters Score -6305494 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -6305923.000000 Penalty: 3601.861328
	Iteration 307Q: 3 clusters Score -6305923 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6306321.500000 Penalty: 3601.861328
	Iteration 308Q: 3 clusters Score -6306322 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -6306713.500000 Penalty: 3601.861328
	Iteration 309Q: 3 clusters Score -6306714 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -6307128.500000 Penalty: 3601.861328
	Iteration 310Q: 3 clusters Score -6307128 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -6307460.500000 Penalty: 3601.861328
	Iteration 311Q: 3 clusters Score -6307460 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -6307809.000000 Penalty: 3601.861328
	Iteration 312Q: 3 clusters Score -6307809 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -6308066.500000 Penalty: 3601.861328
	Iteration 313Q: 3 clusters Score -6308066 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -6308263.000000 Penalty: 3601.861328
	Iteration 314Q: 3 clusters Score -6308263 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -6308402.000000 Penalty: 3601.861328
	Iteration 315Q: 3 clusters Score -6308402 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -6308515.500000 Penalty: 3601.861328
	Iteration 316Q: 3 clusters Score -6308516 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -6308613.500000 Penalty: 3601.861328
	Iteration 317Q: 3 clusters Score -6308614 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -6308670.000000 Penalty: 3601.861328
	Iteration 318Q: 3 clusters Score -6308670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -6308758.000000 Penalty: 3601.861328
	Iteration 319Q: 3 clusters Score -6308758 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6308876.500000 Penalty: 3601.861328
	Iteration 320F: 3 clusters Score -6308876 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -6308906.500000 Penalty: 3601.861328
	Iteration 321Q: 3 clusters Score -6308906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -6308920.000000 Penalty: 3601.861328
	Iteration 322Q: 3 clusters Score -6308920 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -6308877.500000 Penalty: 3601.861328
	Iteration 323Q: 3 clusters Score -6308878 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -6308831.500000 Penalty: 3601.861328
	Iteration 324Q: 3 clusters Score -6308832 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -6308790.500000 Penalty: 3601.861328
	Iteration 325Q: 3 clusters Score -6308790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -6308732.500000 Penalty: 3601.861328
	Iteration 326Q: 3 clusters Score -6308732 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -6308652.000000 Penalty: 3601.861328
	Iteration 327Q: 3 clusters Score -6308652 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -6308591.500000 Penalty: 3601.861328
	Iteration 328Q: 3 clusters Score -6308592 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -6308543.500000 Penalty: 3601.861328
	Iteration 329Q: 3 clusters Score -6308544 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -6308519.500000 Penalty: 3601.861328
	Iteration 330Q: 3 clusters Score -6308520 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -6308497.000000 Penalty: 3601.861328
	Iteration 331Q: 3 clusters Score -6308497 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -6308468.000000 Penalty: 3601.861328
	Iteration 332Q: 3 clusters Score -6308468 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -6308469.500000 Penalty: 3601.861328
	Iteration 333Q: 3 clusters Score -6308470 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -6308591.000000 Penalty: 3601.861328
	Iteration 334Q: 3 clusters Score -6308591 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -6308843.500000 Penalty: 3601.861328
	Iteration 335Q: 3 clusters Score -6308844 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -6309094.000000 Penalty: 3601.861328
	Iteration 336Q: 3 clusters Score -6309094 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -6308808.500000 Penalty: 3601.861328
	Iteration 337Q: 3 clusters Score -6308808 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -6307447.000000 Penalty: 3601.861328
	Iteration 338Q: 3 clusters Score -6307447 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -6305318.000000 Penalty: 3601.861328
	Iteration 339Q: 3 clusters Score -6305318 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -6303800.000000 Penalty: 3601.861328
	Iteration 340F: 3 clusters Score -6303800 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -6302760.500000 Penalty: 3601.861328
	Iteration 341Q: 3 clusters Score -6302760 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -6302450.500000 Penalty: 3601.861328
	Iteration 342Q: 3 clusters Score -6302450 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -6302455.500000 Penalty: 3601.861328
	Iteration 343Q: 3 clusters Score -6302456 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -6302688.000000 Penalty: 3601.861328
	Iteration 344Q: 3 clusters Score -6302688 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -6303144.500000 Penalty: 3601.861328
	Iteration 345Q: 3 clusters Score -6303144 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -6303853.000000 Penalty: 3601.861328
	Iteration 346Q: 3 clusters Score -6303853 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -6304499.000000 Penalty: 3601.861328
	Iteration 347Q: 3 clusters Score -6304499 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -6305105.000000 Penalty: 3601.861328
	Iteration 348Q: 3 clusters Score -6305105 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -6305831.500000 Penalty: 3601.861328
	Iteration 349Q: 3 clusters Score -6305832 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6306532.000000 Penalty: 3601.861328
	Iteration 350Q: 3 clusters Score -6306532 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6307048.000000 Penalty: 3601.861328
	Iteration 351Q: 3 clusters Score -6307048 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -6307576.500000 Penalty: 3601.861328
	Iteration 352Q: 3 clusters Score -6307576 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -6307964.500000 Penalty: 3601.861328
	Iteration 353Q: 3 clusters Score -6307964 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -6308252.000000 Penalty: 3601.861328
	Iteration 354Q: 3 clusters Score -6308252 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -6308539.500000 Penalty: 3601.861328
	Iteration 355Q: 3 clusters Score -6308540 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -6308747.500000 Penalty: 3601.861328
	Iteration 356Q: 3 clusters Score -6308748 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -6308993.500000 Penalty: 3601.861328
	Iteration 357Q: 3 clusters Score -6308994 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -6309116.000000 Penalty: 3601.861328
	Iteration 358Q: 3 clusters Score -6309116 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -6309152.500000 Penalty: 3601.861328
	Iteration 359Q: 3 clusters Score -6309152 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -6309312.500000 Penalty: 3601.861328
	Iteration 360F: 3 clusters Score -6309312 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -6309272.000000 Penalty: 3601.861328
	Iteration 361Q: 3 clusters Score -6309272 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -6309186.000000 Penalty: 3601.861328
	Iteration 362Q: 3 clusters Score -6309186 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -6309172.000000 Penalty: 3601.861328
	Iteration 363Q: 3 clusters Score -6309172 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -6309115.000000 Penalty: 3601.861328
	Iteration 364Q: 3 clusters Score -6309115 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -6309125.500000 Penalty: 3601.861328
	Iteration 365Q: 3 clusters Score -6309126 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -6309267.500000 Penalty: 3601.861328
	Iteration 366Q: 3 clusters Score -6309268 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -6309489.000000 Penalty: 3601.861328
	Iteration 367Q: 3 clusters Score -6309489 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -6309441.500000 Penalty: 3601.861328
	Iteration 368Q: 3 clusters Score -6309442 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -6308907.000000 Penalty: 3601.861328
	Iteration 369Q: 3 clusters Score -6308907 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -6307835.000000 Penalty: 3601.861328
	Iteration 370Q: 3 clusters Score -6307835 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -6306706.000000 Penalty: 3601.861328
	Iteration 371Q: 3 clusters Score -6306706 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -6305786.000000 Penalty: 3601.861328
	Iteration 372Q: 3 clusters Score -6305786 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -6305097.000000 Penalty: 3601.861328
	Iteration 373Q: 3 clusters Score -6305097 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -6304668.500000 Penalty: 3601.861328
	Iteration 374Q: 3 clusters Score -6304668 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -6304475.000000 Penalty: 3601.861328
	Iteration 375Q: 3 clusters Score -6304475 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -6304545.500000 Penalty: 3601.861328
	Iteration 376Q: 3 clusters Score -6304546 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -6304740.000000 Penalty: 3601.861328
	Iteration 377Q: 3 clusters Score -6304740 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -6305043.500000 Penalty: 3601.861328
	Iteration 378Q: 3 clusters Score -6305044 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -6305312.000000 Penalty: 3601.861328
	Iteration 379Q: 3 clusters Score -6305312 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -6305962.000000 Penalty: 3601.861328
	Iteration 380F: 3 clusters Score -6305962 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -6306206.500000 Penalty: 3601.861328
	Iteration 381Q: 3 clusters Score -6306206 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -6306450.500000 Penalty: 3601.861328
	Iteration 382Q: 3 clusters Score -6306450 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -6306788.500000 Penalty: 3601.861328
	Iteration 383Q: 3 clusters Score -6306788 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -6307113.500000 Penalty: 3601.861328
	Iteration 384Q: 3 clusters Score -6307114 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -6307382.000000 Penalty: 3601.861328
	Iteration 385Q: 3 clusters Score -6307382 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -6307707.500000 Penalty: 3601.861328
	Iteration 386Q: 3 clusters Score -6307708 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -6307983.500000 Penalty: 3601.861328
	Iteration 387Q: 3 clusters Score -6307984 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -6308209.500000 Penalty: 3601.861328
	Iteration 388Q: 3 clusters Score -6308210 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -6308392.000000 Penalty: 3601.861328
	Iteration 389Q: 3 clusters Score -6308392 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -6308520.500000 Penalty: 3601.861328
	Iteration 390Q: 3 clusters Score -6308520 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6308634.000000 Penalty: 3601.861328
	Iteration 391Q: 3 clusters Score -6308634 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -6308713.500000 Penalty: 3601.861328
	Iteration 392Q: 3 clusters Score -6308714 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -6308741.000000 Penalty: 3601.861328
	Iteration 393Q: 3 clusters Score -6308741 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -6308753.000000 Penalty: 3601.861328
	Iteration 394Q: 3 clusters Score -6308753 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -6308708.000000 Penalty: 3601.861328
	Iteration 395Q: 3 clusters Score -6308708 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -6308659.500000 Penalty: 3601.861328
	Iteration 396Q: 3 clusters Score -6308660 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -6308609.500000 Penalty: 3601.861328
	Iteration 397Q: 3 clusters Score -6308610 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -6308582.500000 Penalty: 3601.861328
	Iteration 398Q: 3 clusters Score -6308582 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -6308498.500000 Penalty: 3601.861328
	Iteration 399Q: 3 clusters Score -6308498 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -6308487.500000 Penalty: 3601.861328
	Iteration 400F: 3 clusters Score -6308488 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -6308506.000000 Penalty: 3601.861328
	Iteration 401Q: 3 clusters Score -6308506 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -6308482.000000 Penalty: 3601.861328
	Iteration 402Q: 3 clusters Score -6308482 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -6308455.500000 Penalty: 3601.861328
	Iteration 403Q: 3 clusters Score -6308456 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -6308473.500000 Penalty: 3601.861328
	Iteration 404Q: 3 clusters Score -6308474 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -6308507.000000 Penalty: 3601.861328
	Iteration 405Q: 3 clusters Score -6308507 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -6308721.000000 Penalty: 3601.861328
	Iteration 406Q: 3 clusters Score -6308721 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -6309001.500000 Penalty: 3601.861328
	Iteration 407Q: 3 clusters Score -6309002 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -6308990.500000 Penalty: 3601.861328
	Iteration 408Q: 3 clusters Score -6308990 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -6308057.000000 Penalty: 3601.861328
	Iteration 409Q: 3 clusters Score -6308057 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6306163.500000 Penalty: 3601.861328
	Iteration 410Q: 3 clusters Score -6306164 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -6303811.500000 Penalty: 3601.861328
	Iteration 411Q: 3 clusters Score -6303812 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6302490.000000 Penalty: 3601.861328
	Iteration 412Q: 3 clusters Score -6302490 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -6302082.500000 Penalty: 3601.861328
	Iteration 413Q: 3 clusters Score -6302082 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -6302116.500000 Penalty: 3601.861328
	Iteration 414Q: 3 clusters Score -6302116 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -6302430.000000 Penalty: 3601.861328
	Iteration 415Q: 3 clusters Score -6302430 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -6302972.000000 Penalty: 3601.861328
	Iteration 416Q: 3 clusters Score -6302972 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -6303623.500000 Penalty: 3601.861328
	Iteration 417Q: 3 clusters Score -6303624 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -6304283.500000 Penalty: 3601.861328
	Iteration 418Q: 3 clusters Score -6304284 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -6304887.500000 Penalty: 3601.861328
	Iteration 419Q: 3 clusters Score -6304888 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -6306104.500000 Penalty: 3601.861328
	Iteration 420F: 3 clusters Score -6306104 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -6306514.000000 Penalty: 3601.861328
	Iteration 421Q: 3 clusters Score -6306514 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -6306940.000000 Penalty: 3601.861328
	Iteration 422Q: 3 clusters Score -6306940 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -6307424.000000 Penalty: 3601.861328
	Iteration 423Q: 3 clusters Score -6307424 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -6307867.500000 Penalty: 3601.861328
	Iteration 424Q: 3 clusters Score -6307868 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -6308227.500000 Penalty: 3601.861328
	Iteration 425Q: 3 clusters Score -6308228 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -6308431.000000 Penalty: 3601.861328
	Iteration 426Q: 3 clusters Score -6308431 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -6308662.500000 Penalty: 3601.861328
	Iteration 427Q: 3 clusters Score -6308662 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -6308835.500000 Penalty: 3601.861328
	Iteration 428Q: 3 clusters Score -6308836 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -6308834.500000 Penalty: 3601.861328
	Iteration 429Q: 3 clusters Score -6308834 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -6308798.000000 Penalty: 3601.861328
	Iteration 430Q: 3 clusters Score -6308798 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6308733.500000 Penalty: 3601.861328
	Iteration 431Q: 3 clusters Score -6308734 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -6308714.000000 Penalty: 3601.861328
	Iteration 432Q: 3 clusters Score -6308714 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -6308707.000000 Penalty: 3601.861328
	Iteration 433Q: 3 clusters Score -6308707 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -6308731.000000 Penalty: 3601.861328
	Iteration 434Q: 3 clusters Score -6308731 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -6308899.500000 Penalty: 3601.861328
	Iteration 435Q: 3 clusters Score -6308900 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -6309197.000000 Penalty: 3601.861328
	Iteration 436Q: 3 clusters Score -6309197 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -6309284.500000 Penalty: 3601.861328
	Iteration 437Q: 3 clusters Score -6309284 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -6308850.500000 Penalty: 3601.861328
	Iteration 438Q: 3 clusters Score -6308850 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -6307612.500000 Penalty: 3601.861328
	Iteration 439Q: 3 clusters Score -6307612 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -6306394.000000 Penalty: 3601.861328
	Iteration 440F: 3 clusters Score -6306394 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -6305327.000000 Penalty: 3601.861328
	Iteration 441Q: 3 clusters Score -6305327 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6304534.000000 Penalty: 3601.861328
	Iteration 442Q: 3 clusters Score -6304534 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -6304040.500000 Penalty: 3601.861328
	Iteration 443Q: 3 clusters Score -6304040 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6303851.000000 Penalty: 3601.861328
	Iteration 444Q: 3 clusters Score -6303851 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -6303846.000000 Penalty: 3601.861328
	Iteration 445Q: 3 clusters Score -6303846 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6303995.000000 Penalty: 3601.861328
	Iteration 446Q: 3 clusters Score -6303995 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -6304306.500000 Penalty: 3601.861328
	Iteration 447Q: 3 clusters Score -6304306 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -6304647.000000 Penalty: 3601.861328
	Iteration 448Q: 3 clusters Score -6304647 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -6304957.500000 Penalty: 3601.861328
	Iteration 449Q: 3 clusters Score -6304958 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -6305404.500000 Penalty: 3601.861328
	Iteration 450Q: 3 clusters Score -6305404 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -6305832.500000 Penalty: 3601.861328
	Iteration 451Q: 3 clusters Score -6305832 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -6306198.500000 Penalty: 3601.861328
	Iteration 452Q: 3 clusters Score -6306198 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -6306623.000000 Penalty: 3601.861328
	Iteration 453Q: 3 clusters Score -6306623 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -6307003.500000 Penalty: 3601.861328
	Iteration 454Q: 3 clusters Score -6307004 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -6307312.500000 Penalty: 3601.861328
	Iteration 455Q: 3 clusters Score -6307312 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -6307548.500000 Penalty: 3601.861328
	Iteration 456Q: 3 clusters Score -6307548 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -6307881.000000 Penalty: 3601.861328
	Iteration 457Q: 3 clusters Score -6307881 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -6308045.000000 Penalty: 3601.861328
	Iteration 458Q: 3 clusters Score -6308045 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -6308237.000000 Penalty: 3601.861328
	Iteration 459Q: 3 clusters Score -6308237 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -6308580.000000 Penalty: 3601.861328
	Iteration 460F: 3 clusters Score -6308580 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -6308727.500000 Penalty: 3601.861328
	Iteration 461Q: 3 clusters Score -6308728 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -6308789.500000 Penalty: 3601.861328
	Iteration 462Q: 3 clusters Score -6308790 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6308846.000000 Penalty: 3601.861328
	Iteration 463Q: 3 clusters Score -6308846 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -6308868.500000 Penalty: 3601.861328
	Iteration 464Q: 3 clusters Score -6308868 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -6308897.500000 Penalty: 3601.861328
	Iteration 465Q: 3 clusters Score -6308898 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -6308904.000000 Penalty: 3601.861328
	Iteration 466Q: 3 clusters Score -6308904 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -6308900.000000 Penalty: 3601.861328
	Iteration 467Q: 3 clusters Score -6308900 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -6308883.500000 Penalty: 3601.861328
	Iteration 468Q: 3 clusters Score -6308884 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -6308825.500000 Penalty: 3601.861328
	Iteration 469Q: 3 clusters Score -6308826 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -6308773.000000 Penalty: 3601.861328
	Iteration 470Q: 3 clusters Score -6308773 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -6308713.000000 Penalty: 3601.861328
	Iteration 471Q: 3 clusters Score -6308713 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -6308672.000000 Penalty: 3601.861328
	Iteration 472Q: 3 clusters Score -6308672 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -6308646.500000 Penalty: 3601.861328
	Iteration 473Q: 3 clusters Score -6308646 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -6308603.500000 Penalty: 3601.861328
	Iteration 474Q: 3 clusters Score -6308604 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -6308549.500000 Penalty: 3601.861328
	Iteration 475Q: 3 clusters Score -6308550 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -6308505.000000 Penalty: 3601.861328
	Iteration 476Q: 3 clusters Score -6308505 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -6308501.500000 Penalty: 3601.861328
	Iteration 477Q: 3 clusters Score -6308502 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6308466.500000 Penalty: 3601.861328
	Iteration 478Q: 3 clusters Score -6308466 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -6308428.500000 Penalty: 3601.861328
	Iteration 479Q: 3 clusters Score -6308428 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -6308628.000000 Penalty: 3601.861328
	Iteration 480F: 3 clusters Score -6308628 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -6308891.000000 Penalty: 3601.861328
	Iteration 481Q: 3 clusters Score -6308891 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -6309097.500000 Penalty: 3601.861328
	Iteration 482Q: 3 clusters Score -6309098 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -6308587.000000 Penalty: 3601.861328
	Iteration 483Q: 3 clusters Score -6308587 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -6306942.000000 Penalty: 3601.861328
	Iteration 484Q: 3 clusters Score -6306942 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -6304725.000000 Penalty: 3601.861328
	Iteration 485Q: 3 clusters Score -6304725 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -6302840.500000 Penalty: 3601.861328
	Iteration 486Q: 3 clusters Score -6302840 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -6302166.000000 Penalty: 3601.861328
	Iteration 487Q: 3 clusters Score -6302166 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -6302028.000000 Penalty: 3601.861328
	Iteration 488Q: 3 clusters Score -6302028 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -6302235.000000 Penalty: 3601.861328
	Iteration 489Q: 3 clusters Score -6302235 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -6302643.500000 Penalty: 3601.861328
	Iteration 490Q: 3 clusters Score -6302644 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -6303300.500000 Penalty: 3601.861328
	Iteration 491Q: 3 clusters Score -6303300 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -6303925.000000 Penalty: 3601.861328
	Iteration 492Q: 3 clusters Score -6303925 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -6304611.000000 Penalty: 3601.861328
	Iteration 493Q: 3 clusters Score -6304611 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -6305258.000000 Penalty: 3601.861328
	Iteration 494Q: 3 clusters Score -6305258 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -6305897.000000 Penalty: 3601.861328
	Iteration 495Q: 3 clusters Score -6305897 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -6306675.000000 Penalty: 3601.861328
	Iteration 496Q: 3 clusters Score -6306675 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -6307231.000000 Penalty: 3601.861328
	Iteration 497Q: 3 clusters Score -6307231 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -6307836.000000 Penalty: 3601.861328
	Iteration 498Q: 3 clusters Score -6307836 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -6308409.500000 Penalty: 3601.861328
	Iteration 499Q: 3 clusters Score -6308410 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -6309162.000000 Penalty: 3601.861328
	Iteration 500F: 3 clusters Score -6309162 nChanged 659
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 29971 members 
Entering Unmasked Estep 
Score: -49752016.000000 Penalty: 77253.757812
Splitting cluster 14 changes total score from -49733024.000000 to -49752016.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -226870.468750 Penalty: 1272.250366
	Iteration 0F: 2 clusters Score -226870.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -224491.437500 Penalty: 2544.500732
	Iteration 0F: 3 clusters Score -224491.4 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -225155.406250 Penalty: 2544.500732
	Iteration 1F: 3 clusters Score -225155.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -225406.828125 Penalty: 2544.500732
	Iteration 2F: 3 clusters Score -225406.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -225637.578125 Penalty: 2544.500732
	Iteration 3F: 3 clusters Score -225637.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -225846.156250 Penalty: 2544.500732
	Iteration 4F: 3 clusters Score -225846.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -226013.796875 Penalty: 2544.500732
	Iteration 5F: 3 clusters Score -226013.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -226180.718750 Penalty: 2544.500732
	Iteration 6F: 3 clusters Score -226180.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -226323.593750 Penalty: 2544.500732
	Iteration 7Q: 3 clusters Score -226323.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -226396.296875 Penalty: 2544.500732
	Iteration 8Q: 3 clusters Score -226396.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -226443.328125 Penalty: 2544.500732
	Iteration 9Q: 3 clusters Score -226443.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -226474.906250 Penalty: 2544.500732
	Iteration 10Q: 3 clusters Score -226474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -226496.531250 Penalty: 2544.500732
	Iteration 11Q: 3 clusters Score -226496.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -226517.875000 Penalty: 2544.500732
	Iteration 12Q: 3 clusters Score -226517.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -226530.359375 Penalty: 2544.500732
	Iteration 13Q: 3 clusters Score -226530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -226540.218750 Penalty: 2544.500732
	Iteration 14Q: 3 clusters Score -226540.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -226554.218750 Penalty: 2544.500732
	Iteration 15Q: 3 clusters Score -226554.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226562.859375 Penalty: 2544.500732
	Iteration 16Q: 3 clusters Score -226562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226576.250000 Penalty: 2544.500732
	Iteration 17Q: 3 clusters Score -226576.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -226587.093750 Penalty: 2544.500732
	Iteration 18Q: 3 clusters Score -226587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -226591.312500 Penalty: 2544.500732
	Iteration 19Q: 3 clusters Score -226591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -226597.484375 Penalty: 2544.500732
	Iteration 20F: 3 clusters Score -226597.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -226604.171875 Penalty: 2544.500732
	Iteration 21Q: 3 clusters Score -226604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -226606.437500 Penalty: 2544.500732
	Iteration 22Q: 3 clusters Score -226606.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -226609.093750 Penalty: 2544.500732
	Iteration 23Q: 3 clusters Score -226609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -226612.437500 Penalty: 2544.500732
	Iteration 24Q: 3 clusters Score -226612.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -226615.156250 Penalty: 2544.500732
	Iteration 25Q: 3 clusters Score -226615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -226620.000000 Penalty: 2544.500732
	Iteration 26Q: 3 clusters Score -226620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -226624.390625 Penalty: 2544.500732
	Iteration 27Q: 3 clusters Score -226624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -226626.593750 Penalty: 2544.500732
	Iteration 28Q: 3 clusters Score -226626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -226626.828125 Penalty: 2544.500732
	Iteration 29Q: 3 clusters Score -226626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -226627.500000 Penalty: 2544.500732
	Iteration 30Q: 3 clusters Score -226627.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -226627.718750 Penalty: 2544.500732
	Iteration 31Q: 3 clusters Score -226627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -226627.718750 Penalty: 2544.500732
	Iteration 32F: 3 clusters Score -226627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Entering Unmasked Estep 
Score: -999459.937500 Penalty: 1513.198975
	Iteration 0F: 2 clusters Score -999459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -991690.375000 Penalty: 3026.397949
	Iteration 0F: 3 clusters Score -991690.4 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -994372.812500 Penalty: 3026.397949
	Iteration 1F: 3 clusters Score -994372.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -994780.125000 Penalty: 3026.397949
	Iteration 2F: 3 clusters Score -994780.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -995252.437500 Penalty: 3026.397949
	Iteration 3F: 3 clusters Score -995252.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -995735.812500 Penalty: 3026.397949
	Iteration 4F: 3 clusters Score -995735.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -996215.312500 Penalty: 3026.397949
	Iteration 5F: 3 clusters Score -996215.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -996639.375000 Penalty: 3026.397949
	Iteration 6F: 3 clusters Score -996639.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -996951.437500 Penalty: 3026.397949
	Iteration 7Q: 3 clusters Score -996951.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -997186.687500 Penalty: 3026.397949
	Iteration 8Q: 3 clusters Score -997186.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -997391.125000 Penalty: 3026.397949
	Iteration 9Q: 3 clusters Score -997391.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -997535.437500 Penalty: 3026.397949
	Iteration 10Q: 3 clusters Score -997535.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -997648.812500 Penalty: 3026.397949
	Iteration 11Q: 3 clusters Score -997648.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -997755.875000 Penalty: 3026.397949
	Iteration 12Q: 3 clusters Score -997755.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -997839.437500 Penalty: 3026.397949
	Iteration 13Q: 3 clusters Score -997839.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -997909.375000 Penalty: 3026.397949
	Iteration 14Q: 3 clusters Score -997909.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -997960.812500 Penalty: 3026.397949
	Iteration 15Q: 3 clusters Score -997960.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -998003.000000 Penalty: 3026.397949
	Iteration 16Q: 3 clusters Score -998003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -998039.250000 Penalty: 3026.397949
	Iteration 17Q: 3 clusters Score -998039.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -998071.937500 Penalty: 3026.397949
	Iteration 18Q: 3 clusters Score -998071.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -998088.625000 Penalty: 3026.397949
	Iteration 19Q: 3 clusters Score -998088.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -998107.062500 Penalty: 3026.397949
	Iteration 20F: 3 clusters Score -998107.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -998124.187500 Penalty: 3026.397949
	Iteration 21Q: 3 clusters Score -998124.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -998138.250000 Penalty: 3026.397949
	Iteration 22Q: 3 clusters Score -998138.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -998150.500000 Penalty: 3026.397949
	Iteration 23Q: 3 clusters Score -998150.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -998157.375000 Penalty: 3026.397949
	Iteration 24Q: 3 clusters Score -998157.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -998163.875000 Penalty: 3026.397949
	Iteration 25Q: 3 clusters Score -998163.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -998168.812500 Penalty: 3026.397949
	Iteration 26Q: 3 clusters Score -998168.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -998176.375000 Penalty: 3026.397949
	Iteration 27Q: 3 clusters Score -998176.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -998179.812500 Penalty: 3026.397949
	Iteration 28Q: 3 clusters Score -998179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -998184.312500 Penalty: 3026.397949
	Iteration 29Q: 3 clusters Score -998184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -998188.312500 Penalty: 3026.397949
	Iteration 30Q: 3 clusters Score -998188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -998190.125000 Penalty: 3026.397949
	Iteration 31Q: 3 clusters Score -998190.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -998193.500000 Penalty: 3026.397949
	Iteration 32Q: 3 clusters Score -998193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -998196.562500 Penalty: 3026.397949
	Iteration 33Q: 3 clusters Score -998196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -998199.812500 Penalty: 3026.397949
	Iteration 34Q: 3 clusters Score -998199.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -998202.375000 Penalty: 3026.397949
	Iteration 35Q: 3 clusters Score -998202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -998203.062500 Penalty: 3026.397949
	Iteration 36Q: 3 clusters Score -998203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -998201.812500 Penalty: 3026.397949
	Iteration 37Q: 3 clusters Score -998201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -998207.250000 Penalty: 3026.397949
	Iteration 38Q: 3 clusters Score -998207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -998208.000000 Penalty: 3026.397949
	Iteration 39Q: 3 clusters Score -998208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -998208.000000 Penalty: 3026.397949
	Iteration 40F: 3 clusters Score -998208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Entering Unmasked Estep 
Score: -4783838.500000 Penalty: 1760.950073
	Iteration 0F: 2 clusters Score -4783838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4760154.000000 Penalty: 3521.900146
	Iteration 0F: 3 clusters Score -4760154 nChanged 23860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4773621.500000 Penalty: 3521.900146
	Iteration 1F: 3 clusters Score -4773622 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -4774068.000000 Penalty: 3521.900146
	Iteration 2Q: 3 clusters Score -4774068 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -4774432.000000 Penalty: 3521.900146
	Iteration 3Q: 3 clusters Score -4774432 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4774887.000000 Penalty: 3521.900146
	Iteration 4Q: 3 clusters Score -4774887 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -4775464.000000 Penalty: 3521.900146
	Iteration 5Q: 3 clusters Score -4775464 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4776353.500000 Penalty: 3521.900146
	Iteration 6F: 3 clusters Score -4776354 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4777750.000000 Penalty: 3521.900146
	Iteration 7F: 3 clusters Score -4777750 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4779524.500000 Penalty: 3521.900146
	Iteration 8F: 3 clusters Score -4779524 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -4781113.500000 Penalty: 3521.900146
	Iteration 9F: 3 clusters Score -4781114 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4782094.000000 Penalty: 3521.900146
	Iteration 10Q: 3 clusters Score -4782094 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4782652.000000 Penalty: 3521.900146
	Iteration 11Q: 3 clusters Score -4782652 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4783026.000000 Penalty: 3521.900146
	Iteration 12Q: 3 clusters Score -4783026 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4783330.000000 Penalty: 3521.900146
	Iteration 13Q: 3 clusters Score -4783330 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4783644.000000 Penalty: 3521.900146
	Iteration 14Q: 3 clusters Score -4783644 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4783884.500000 Penalty: 3521.900146
	Iteration 15Q: 3 clusters Score -4783884 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4784054.000000 Penalty: 3521.900146
	Iteration 16Q: 3 clusters Score -4784054 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4784206.000000 Penalty: 3521.900146
	Iteration 17Q: 3 clusters Score -4784206 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4784411.500000 Penalty: 3521.900146
	Iteration 18Q: 3 clusters Score -4784412 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4784677.500000 Penalty: 3521.900146
	Iteration 19Q: 3 clusters Score -4784678 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -4784852.500000 Penalty: 3521.900146
	Iteration 20F: 3 clusters Score -4784852 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4784910.500000 Penalty: 3521.900146
	Iteration 21Q: 3 clusters Score -4784910 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -4784818.000000 Penalty: 3521.900146
	Iteration 22Q: 3 clusters Score -4784818 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4784565.000000 Penalty: 3521.900146
	Iteration 23Q: 3 clusters Score -4784565 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4784237.500000 Penalty: 3521.900146
	Iteration 24Q: 3 clusters Score -4784238 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -4783811.500000 Penalty: 3521.900146
	Iteration 25Q: 3 clusters Score -4783812 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4783431.000000 Penalty: 3521.900146
	Iteration 26Q: 3 clusters Score -4783431 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4783104.500000 Penalty: 3521.900146
	Iteration 27Q: 3 clusters Score -4783104 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4782840.000000 Penalty: 3521.900146
	Iteration 28Q: 3 clusters Score -4782840 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4782663.500000 Penalty: 3521.900146
	Iteration 29Q: 3 clusters Score -4782664 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4782474.000000 Penalty: 3521.900146
	Iteration 30Q: 3 clusters Score -4782474 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4782342.500000 Penalty: 3521.900146
	Iteration 31Q: 3 clusters Score -4782342 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4782281.000000 Penalty: 3521.900146
	Iteration 32Q: 3 clusters Score -4782281 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4782303.000000 Penalty: 3521.900146
	Iteration 33Q: 3 clusters Score -4782303 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4782336.500000 Penalty: 3521.900146
	Iteration 34Q: 3 clusters Score -4782336 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4782330.000000 Penalty: 3521.900146
	Iteration 35Q: 3 clusters Score -4782330 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4782331.500000 Penalty: 3521.900146
	Iteration 36Q: 3 clusters Score -4782332 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4782346.000000 Penalty: 3521.900146
	Iteration 37Q: 3 clusters Score -4782346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4782362.500000 Penalty: 3521.900146
	Iteration 38Q: 3 clusters Score -4782362 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4782383.500000 Penalty: 3521.900146
	Iteration 39Q: 3 clusters Score -4782384 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4782401.000000 Penalty: 3521.900146
	Iteration 40F: 3 clusters Score -4782401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4782396.000000 Penalty: 3521.900146
	Iteration 41Q: 3 clusters Score -4782396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4782393.500000 Penalty: 3521.900146
	Iteration 42Q: 3 clusters Score -4782394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4782398.000000 Penalty: 3521.900146
	Iteration 43Q: 3 clusters Score -4782398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4782417.500000 Penalty: 3521.900146
	Iteration 44Q: 3 clusters Score -4782418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4782423.500000 Penalty: 3521.900146
	Iteration 45Q: 3 clusters Score -4782424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4782429.000000 Penalty: 3521.900146
	Iteration 46Q: 3 clusters Score -4782429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4782439.000000 Penalty: 3521.900146
	Iteration 47Q: 3 clusters Score -4782439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4782455.500000 Penalty: 3521.900146
	Iteration 48Q: 3 clusters Score -4782456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4782460.500000 Penalty: 3521.900146
	Iteration 49Q: 3 clusters Score -4782460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4782462.500000 Penalty: 3521.900146
	Iteration 50Q: 3 clusters Score -4782462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4782460.000000 Penalty: 3521.900146
	Iteration 51Q: 3 clusters Score -4782460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4782456.500000 Penalty: 3521.900146
	Iteration 52Q: 3 clusters Score -4782456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4782466.000000 Penalty: 3521.900146
	Iteration 53Q: 3 clusters Score -4782466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4782468.500000 Penalty: 3521.900146
	Iteration 54Q: 3 clusters Score -4782468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4782466.500000 Penalty: 3521.900146
	Iteration 55Q: 3 clusters Score -4782466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4782466.500000 Penalty: 3521.900146
	Iteration 56Q: 3 clusters Score -4782466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4782475.500000 Penalty: 3521.900146
	Iteration 57Q: 3 clusters Score -4782476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4782479.500000 Penalty: 3521.900146
	Iteration 58Q: 3 clusters Score -4782480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4782477.500000 Penalty: 3521.900146
	Iteration 59Q: 3 clusters Score -4782478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4782486.000000 Penalty: 3521.900146
	Iteration 60F: 3 clusters Score -4782486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4782492.500000 Penalty: 3521.900146
	Iteration 61Q: 3 clusters Score -4782492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4782489.500000 Penalty: 3521.900146
	Iteration 62Q: 3 clusters Score -4782490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4782489.000000 Penalty: 3521.900146
	Iteration 63Q: 3 clusters Score -4782489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4782491.500000 Penalty: 3521.900146
	Iteration 64Q: 3 clusters Score -4782492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4782488.500000 Penalty: 3521.900146
	Iteration 65Q: 3 clusters Score -4782488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4782491.500000 Penalty: 3521.900146
	Iteration 66Q: 3 clusters Score -4782492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4782490.500000 Penalty: 3521.900146
	Iteration 67Q: 3 clusters Score -4782490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4782496.000000 Penalty: 3521.900146
	Iteration 68Q: 3 clusters Score -4782496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4782502.500000 Penalty: 3521.900146
	Iteration 69Q: 3 clusters Score -4782502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4782506.000000 Penalty: 3521.900146
	Iteration 70Q: 3 clusters Score -4782506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4782519.500000 Penalty: 3521.900146
	Iteration 71Q: 3 clusters Score -4782520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4782522.000000 Penalty: 3521.900146
	Iteration 72Q: 3 clusters Score -4782522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4782521.500000 Penalty: 3521.900146
	Iteration 73Q: 3 clusters Score -4782522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4782519.000000 Penalty: 3521.900146
	Iteration 74Q: 3 clusters Score -4782519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4782520.500000 Penalty: 3521.900146
	Iteration 75Q: 3 clusters Score -4782520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4782511.000000 Penalty: 3521.900146
	Iteration 76Q: 3 clusters Score -4782511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4782516.000000 Penalty: 3521.900146
	Iteration 77Q: 3 clusters Score -4782516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4782508.000000 Penalty: 3521.900146
	Iteration 78Q: 3 clusters Score -4782508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4782510.000000 Penalty: 3521.900146
	Iteration 79Q: 3 clusters Score -4782510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4782510.500000 Penalty: 3521.900146
	Iteration 80F: 3 clusters Score -4782510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Entering Unmasked Estep 
Score: -2229745.250000 Penalty: 1648.041748
	Iteration 0F: 2 clusters Score -2229745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2212582.000000 Penalty: 3296.083496
	Iteration 0F: 3 clusters Score -2212582 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2219028.000000 Penalty: 3296.083496
	Iteration 1F: 3 clusters Score -2219028 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2219633.500000 Penalty: 3296.083496
	Iteration 2F: 3 clusters Score -2219634 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2220404.250000 Penalty: 3296.083496
	Iteration 3F: 3 clusters Score -2220404 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2221228.750000 Penalty: 3296.083496
	Iteration 4F: 3 clusters Score -2221229 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2222081.750000 Penalty: 3296.083496
	Iteration 5F: 3 clusters Score -2222082 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2222754.750000 Penalty: 3296.083496
	Iteration 6F: 3 clusters Score -2222755 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2223290.750000 Penalty: 3296.083496
	Iteration 7Q: 3 clusters Score -2223291 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2223699.000000 Penalty: 3296.083496
	Iteration 8Q: 3 clusters Score -2223699 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2223994.750000 Penalty: 3296.083496
	Iteration 9Q: 3 clusters Score -2223995 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2224240.500000 Penalty: 3296.083496
	Iteration 10Q: 3 clusters Score -2224240 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2224437.500000 Penalty: 3296.083496
	Iteration 11Q: 3 clusters Score -2224438 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2224631.250000 Penalty: 3296.083496
	Iteration 12Q: 3 clusters Score -2224631 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2224822.750000 Penalty: 3296.083496
	Iteration 13Q: 3 clusters Score -2224823 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2225047.500000 Penalty: 3296.083496
	Iteration 14Q: 3 clusters Score -2225048 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2225312.000000 Penalty: 3296.083496
	Iteration 15Q: 3 clusters Score -2225312 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2225582.750000 Penalty: 3296.083496
	Iteration 16Q: 3 clusters Score -2225583 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2225815.250000 Penalty: 3296.083496
	Iteration 17Q: 3 clusters Score -2225815 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2226053.250000 Penalty: 3296.083496
	Iteration 18Q: 3 clusters Score -2226053 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2226247.000000 Penalty: 3296.083496
	Iteration 19Q: 3 clusters Score -2226247 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2226416.000000 Penalty: 3296.083496
	Iteration 20F: 3 clusters Score -2226416 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2226546.250000 Penalty: 3296.083496
	Iteration 21Q: 3 clusters Score -2226546 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2226690.000000 Penalty: 3296.083496
	Iteration 22Q: 3 clusters Score -2226690 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2226838.750000 Penalty: 3296.083496
	Iteration 23Q: 3 clusters Score -2226839 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2226952.500000 Penalty: 3296.083496
	Iteration 24Q: 3 clusters Score -2226952 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2227089.000000 Penalty: 3296.083496
	Iteration 25Q: 3 clusters Score -2227089 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2227229.750000 Penalty: 3296.083496
	Iteration 26Q: 3 clusters Score -2227230 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2227358.750000 Penalty: 3296.083496
	Iteration 27Q: 3 clusters Score -2227359 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2227485.500000 Penalty: 3296.083496
	Iteration 28Q: 3 clusters Score -2227486 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2227608.750000 Penalty: 3296.083496
	Iteration 29Q: 3 clusters Score -2227609 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2227721.000000 Penalty: 3296.083496
	Iteration 30Q: 3 clusters Score -2227721 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2227822.250000 Penalty: 3296.083496
	Iteration 31Q: 3 clusters Score -2227822 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2227922.000000 Penalty: 3296.083496
	Iteration 32Q: 3 clusters Score -2227922 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2227997.500000 Penalty: 3296.083496
	Iteration 33Q: 3 clusters Score -2227998 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2228092.000000 Penalty: 3296.083496
	Iteration 34Q: 3 clusters Score -2228092 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2228169.750000 Penalty: 3296.083496
	Iteration 35Q: 3 clusters Score -2228170 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2228231.500000 Penalty: 3296.083496
	Iteration 36Q: 3 clusters Score -2228232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2228287.500000 Penalty: 3296.083496
	Iteration 37Q: 3 clusters Score -2228288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2228358.750000 Penalty: 3296.083496
	Iteration 38Q: 3 clusters Score -2228359 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2228394.250000 Penalty: 3296.083496
	Iteration 39Q: 3 clusters Score -2228394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2228426.250000 Penalty: 3296.083496
	Iteration 40F: 3 clusters Score -2228426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2228452.250000 Penalty: 3296.083496
	Iteration 41Q: 3 clusters Score -2228452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -2228481.000000 Penalty: 3296.083496
	Iteration 42Q: 3 clusters Score -2228481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2228501.750000 Penalty: 3296.083496
	Iteration 43Q: 3 clusters Score -2228502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -2228518.000000 Penalty: 3296.083496
	Iteration 44Q: 3 clusters Score -2228518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2228530.500000 Penalty: 3296.083496
	Iteration 45Q: 3 clusters Score -2228530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2228542.000000 Penalty: 3296.083496
	Iteration 46Q: 3 clusters Score -2228542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2228546.750000 Penalty: 3296.083496
	Iteration 47Q: 3 clusters Score -2228547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2228554.750000 Penalty: 3296.083496
	Iteration 48Q: 3 clusters Score -2228555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2228570.250000 Penalty: 3296.083496
	Iteration 49Q: 3 clusters Score -2228570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2228575.250000 Penalty: 3296.083496
	Iteration 50Q: 3 clusters Score -2228575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2228581.250000 Penalty: 3296.083496
	Iteration 51Q: 3 clusters Score -2228581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2228583.500000 Penalty: 3296.083496
	Iteration 52Q: 3 clusters Score -2228584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2228584.500000 Penalty: 3296.083496
	Iteration 53Q: 3 clusters Score -2228584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2228582.750000 Penalty: 3296.083496
	Iteration 54Q: 3 clusters Score -2228583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2228584.250000 Penalty: 3296.083496
	Iteration 55Q: 3 clusters Score -2228584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2228583.000000 Penalty: 3296.083496
	Iteration 56Q: 3 clusters Score -2228583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2228583.000000 Penalty: 3296.083496
	Iteration 57F: 3 clusters Score -2228583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Entering Unmasked Estep 
Score: -4893375.500000 Penalty: 1758.710571
	Iteration 0F: 2 clusters Score -4893376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -4875212.500000 Penalty: 3517.421143
	Iteration 0F: 3 clusters Score -4875212 nChanged 23586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4888562.500000 Penalty: 3517.421143
	Iteration 1F: 3 clusters Score -4888562 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -4889239.500000 Penalty: 3517.421143
	Iteration 2Q: 3 clusters Score -4889240 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4890052.500000 Penalty: 3517.421143
	Iteration 3Q: 3 clusters Score -4890052 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4890929.000000 Penalty: 3517.421143
	Iteration 4Q: 3 clusters Score -4890929 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4891750.500000 Penalty: 3517.421143
	Iteration 5Q: 3 clusters Score -4891750 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4892542.500000 Penalty: 3517.421143
	Iteration 6Q: 3 clusters Score -4892542 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4893171.500000 Penalty: 3517.421143
	Iteration 7Q: 3 clusters Score -4893172 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4893720.000000 Penalty: 3517.421143
	Iteration 8Q: 3 clusters Score -4893720 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4894119.500000 Penalty: 3517.421143
	Iteration 9Q: 3 clusters Score -4894120 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -4894455.000000 Penalty: 3517.421143
	Iteration 10Q: 3 clusters Score -4894455 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4894724.500000 Penalty: 3517.421143
	Iteration 11Q: 3 clusters Score -4894724 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -4895036.500000 Penalty: 3517.421143
	Iteration 12Q: 3 clusters Score -4895036 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -4895238.500000 Penalty: 3517.421143
	Iteration 13Q: 3 clusters Score -4895238 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4895392.500000 Penalty: 3517.421143
	Iteration 14Q: 3 clusters Score -4895392 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -4895595.500000 Penalty: 3517.421143
	Iteration 15Q: 3 clusters Score -4895596 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -4895841.500000 Penalty: 3517.421143
	Iteration 16Q: 3 clusters Score -4895842 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4896202.500000 Penalty: 3517.421143
	Iteration 17Q: 3 clusters Score -4896202 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -4896699.000000 Penalty: 3517.421143
	Iteration 18Q: 3 clusters Score -4896699 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4897453.000000 Penalty: 3517.421143
	Iteration 19Q: 3 clusters Score -4897453 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -4898305.000000 Penalty: 3517.421143
	Iteration 20F: 3 clusters Score -4898305 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4898352.000000 Penalty: 3517.421143
	Iteration 21Q: 3 clusters Score -4898352 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -4897701.000000 Penalty: 3517.421143
	Iteration 22Q: 3 clusters Score -4897701 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -4896954.500000 Penalty: 3517.421143
	Iteration 23Q: 3 clusters Score -4896954 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -4896235.000000 Penalty: 3517.421143
	Iteration 24Q: 3 clusters Score -4896235 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -4895588.500000 Penalty: 3517.421143
	Iteration 25Q: 3 clusters Score -4895588 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -4895163.000000 Penalty: 3517.421143
	Iteration 26Q: 3 clusters Score -4895163 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -4894789.500000 Penalty: 3517.421143
	Iteration 27Q: 3 clusters Score -4894790 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -4894546.000000 Penalty: 3517.421143
	Iteration 28Q: 3 clusters Score -4894546 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -4894269.000000 Penalty: 3517.421143
	Iteration 29Q: 3 clusters Score -4894269 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -4894025.500000 Penalty: 3517.421143
	Iteration 30Q: 3 clusters Score -4894026 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -4893833.000000 Penalty: 3517.421143
	Iteration 31Q: 3 clusters Score -4893833 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -4893737.500000 Penalty: 3517.421143
	Iteration 32Q: 3 clusters Score -4893738 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -4893610.500000 Penalty: 3517.421143
	Iteration 33Q: 3 clusters Score -4893610 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -4893507.000000 Penalty: 3517.421143
	Iteration 34Q: 3 clusters Score -4893507 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -4893433.000000 Penalty: 3517.421143
	Iteration 35Q: 3 clusters Score -4893433 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -4893389.500000 Penalty: 3517.421143
	Iteration 36Q: 3 clusters Score -4893390 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -4893346.500000 Penalty: 3517.421143
	Iteration 37Q: 3 clusters Score -4893346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -4893323.000000 Penalty: 3517.421143
	Iteration 38Q: 3 clusters Score -4893323 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -4893277.500000 Penalty: 3517.421143
	Iteration 39Q: 3 clusters Score -4893278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -4893254.500000 Penalty: 3517.421143
	Iteration 40F: 3 clusters Score -4893254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -4893239.000000 Penalty: 3517.421143
	Iteration 41Q: 3 clusters Score -4893239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -4893198.000000 Penalty: 3517.421143
	Iteration 42Q: 3 clusters Score -4893198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -4893194.000000 Penalty: 3517.421143
	Iteration 43Q: 3 clusters Score -4893194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -4893175.500000 Penalty: 3517.421143
	Iteration 44Q: 3 clusters Score -4893176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -4893155.500000 Penalty: 3517.421143
	Iteration 45Q: 3 clusters Score -4893156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -4893154.500000 Penalty: 3517.421143
	Iteration 46Q: 3 clusters Score -4893154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -4893127.500000 Penalty: 3517.421143
	Iteration 47Q: 3 clusters Score -4893128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -4893101.500000 Penalty: 3517.421143
	Iteration 48Q: 3 clusters Score -4893102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -4893077.500000 Penalty: 3517.421143
	Iteration 49Q: 3 clusters Score -4893078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -4893052.000000 Penalty: 3517.421143
	Iteration 50Q: 3 clusters Score -4893052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -4893046.500000 Penalty: 3517.421143
	Iteration 51Q: 3 clusters Score -4893046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -4893036.500000 Penalty: 3517.421143
	Iteration 52Q: 3 clusters Score -4893036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -4893056.000000 Penalty: 3517.421143
	Iteration 53Q: 3 clusters Score -4893056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -4893046.000000 Penalty: 3517.421143
	Iteration 54Q: 3 clusters Score -4893046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -4893033.000000 Penalty: 3517.421143
	Iteration 55Q: 3 clusters Score -4893033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -4893016.500000 Penalty: 3517.421143
	Iteration 56Q: 3 clusters Score -4893016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -4893013.500000 Penalty: 3517.421143
	Iteration 57Q: 3 clusters Score -4893014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -4893019.000000 Penalty: 3517.421143
	Iteration 58Q: 3 clusters Score -4893019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -4893034.000000 Penalty: 3517.421143
	Iteration 59Q: 3 clusters Score -4893034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -4893027.500000 Penalty: 3517.421143
	Iteration 60F: 3 clusters Score -4893028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -4893036.500000 Penalty: 3517.421143
	Iteration 61Q: 3 clusters Score -4893036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -4893038.000000 Penalty: 3517.421143
	Iteration 62Q: 3 clusters Score -4893038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -4893043.000000 Penalty: 3517.421143
	Iteration 63Q: 3 clusters Score -4893043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -4893037.500000 Penalty: 3517.421143
	Iteration 64Q: 3 clusters Score -4893038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -4893024.000000 Penalty: 3517.421143
	Iteration 65Q: 3 clusters Score -4893024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -4893019.500000 Penalty: 3517.421143
	Iteration 66Q: 3 clusters Score -4893020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -4893006.500000 Penalty: 3517.421143
	Iteration 67Q: 3 clusters Score -4893006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -4893015.500000 Penalty: 3517.421143
	Iteration 68Q: 3 clusters Score -4893016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -4893004.000000 Penalty: 3517.421143
	Iteration 69Q: 3 clusters Score -4893004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -4893010.500000 Penalty: 3517.421143
	Iteration 70Q: 3 clusters Score -4893010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -4893018.500000 Penalty: 3517.421143
	Iteration 71Q: 3 clusters Score -4893018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -4893017.000000 Penalty: 3517.421143
	Iteration 72Q: 3 clusters Score -4893017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -4893011.000000 Penalty: 3517.421143
	Iteration 73Q: 3 clusters Score -4893011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -4893010.000000 Penalty: 3517.421143
	Iteration 74Q: 3 clusters Score -4893010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -4893003.000000 Penalty: 3517.421143
	Iteration 75Q: 3 clusters Score -4893003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -4893004.000000 Penalty: 3517.421143
	Iteration 76Q: 3 clusters Score -4893004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -4892999.000000 Penalty: 3517.421143
	Iteration 77Q: 3 clusters Score -4892999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -4893000.000000 Penalty: 3517.421143
	Iteration 78Q: 3 clusters Score -4893000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -4892995.500000 Penalty: 3517.421143
	Iteration 79Q: 3 clusters Score -4892996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -4892993.500000 Penalty: 3517.421143
	Iteration 80F: 3 clusters Score -4892994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -4892983.500000 Penalty: 3517.421143
	Iteration 81Q: 3 clusters Score -4892984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -4892985.000000 Penalty: 3517.421143
	Iteration 82Q: 3 clusters Score -4892985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -4892969.000000 Penalty: 3517.421143
	Iteration 83Q: 3 clusters Score -4892969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -4892970.000000 Penalty: 3517.421143
	Iteration 84Q: 3 clusters Score -4892970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -4892970.000000 Penalty: 3517.421143
	Iteration 85Q: 3 clusters Score -4892970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -4892969.000000 Penalty: 3517.421143
	Iteration 86Q: 3 clusters Score -4892969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -4892970.000000 Penalty: 3517.421143
	Iteration 87Q: 3 clusters Score -4892970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -4892978.500000 Penalty: 3517.421143
	Iteration 88Q: 3 clusters Score -4892978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -4892968.500000 Penalty: 3517.421143
	Iteration 89Q: 3 clusters Score -4892968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -4892974.500000 Penalty: 3517.421143
	Iteration 90Q: 3 clusters Score -4892974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -4892972.500000 Penalty: 3517.421143
	Iteration 91Q: 3 clusters Score -4892972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -4892966.000000 Penalty: 3517.421143
	Iteration 92Q: 3 clusters Score -4892966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -4892960.000000 Penalty: 3517.421143
	Iteration 93Q: 3 clusters Score -4892960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -4892959.500000 Penalty: 3517.421143
	Iteration 94Q: 3 clusters Score -4892960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -4892959.000000 Penalty: 3517.421143
	Iteration 95Q: 3 clusters Score -4892959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -4892961.500000 Penalty: 3517.421143
	Iteration 96Q: 3 clusters Score -4892962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -4892967.000000 Penalty: 3517.421143
	Iteration 97Q: 3 clusters Score -4892967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -4892972.000000 Penalty: 3517.421143
	Iteration 98Q: 3 clusters Score -4892972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -4892973.500000 Penalty: 3517.421143
	Iteration 99Q: 3 clusters Score -4892974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -4892977.500000 Penalty: 3517.421143
	Iteration 100F: 3 clusters Score -4892978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -4892977.000000 Penalty: 3517.421143
	Iteration 101Q: 3 clusters Score -4892977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -4892973.500000 Penalty: 3517.421143
	Iteration 102Q: 3 clusters Score -4892974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -4892973.000000 Penalty: 3517.421143
	Iteration 103Q: 3 clusters Score -4892973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -4892967.500000 Penalty: 3517.421143
	Iteration 104Q: 3 clusters Score -4892968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -4892965.500000 Penalty: 3517.421143
	Iteration 105Q: 3 clusters Score -4892966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -4892962.500000 Penalty: 3517.421143
	Iteration 106Q: 3 clusters Score -4892962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -4892962.000000 Penalty: 3517.421143
	Iteration 107Q: 3 clusters Score -4892962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -4892962.000000 Penalty: 3517.421143
	Iteration 108F: 3 clusters Score -4892962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Entering Unmasked Estep 
Score: -3696102.250000 Penalty: 1716.344727
	Iteration 0F: 2 clusters Score -3696102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3671039.750000 Penalty: 3432.689453
	Iteration 0F: 3 clusters Score -3671040 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3681371.250000 Penalty: 3432.689453
	Iteration 1F: 3 clusters Score -3681371 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3681947.250000 Penalty: 3432.689453
	Iteration 2Q: 3 clusters Score -3681947 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3682574.250000 Penalty: 3432.689453
	Iteration 3Q: 3 clusters Score -3682574 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3683301.250000 Penalty: 3432.689453
	Iteration 4Q: 3 clusters Score -3683301 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3684106.250000 Penalty: 3432.689453
	Iteration 5Q: 3 clusters Score -3684106 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3685116.000000 Penalty: 3432.689453
	Iteration 6F: 3 clusters Score -3685116 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3686171.000000 Penalty: 3432.689453
	Iteration 7F: 3 clusters Score -3686171 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3687321.250000 Penalty: 3432.689453
	Iteration 8F: 3 clusters Score -3687321 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3688359.250000 Penalty: 3432.689453
	Iteration 9F: 3 clusters Score -3688359 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3689126.500000 Penalty: 3432.689453
	Iteration 10Q: 3 clusters Score -3689126 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3689488.500000 Penalty: 3432.689453
	Iteration 11Q: 3 clusters Score -3689488 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3689661.500000 Penalty: 3432.689453
	Iteration 12Q: 3 clusters Score -3689662 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3689739.000000 Penalty: 3432.689453
	Iteration 13Q: 3 clusters Score -3689739 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3689787.250000 Penalty: 3432.689453
	Iteration 14Q: 3 clusters Score -3689787 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3689805.250000 Penalty: 3432.689453
	Iteration 15Q: 3 clusters Score -3689805 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3689835.000000 Penalty: 3432.689453
	Iteration 16Q: 3 clusters Score -3689835 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3689875.000000 Penalty: 3432.689453
	Iteration 17Q: 3 clusters Score -3689875 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3689907.750000 Penalty: 3432.689453
	Iteration 18Q: 3 clusters Score -3689908 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3689948.000000 Penalty: 3432.689453
	Iteration 19Q: 3 clusters Score -3689948 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3689980.000000 Penalty: 3432.689453
	Iteration 20F: 3 clusters Score -3689980 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3690009.500000 Penalty: 3432.689453
	Iteration 21Q: 3 clusters Score -3690010 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3690041.250000 Penalty: 3432.689453
	Iteration 22Q: 3 clusters Score -3690041 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3690067.000000 Penalty: 3432.689453
	Iteration 23Q: 3 clusters Score -3690067 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3690080.750000 Penalty: 3432.689453
	Iteration 24Q: 3 clusters Score -3690081 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3690108.750000 Penalty: 3432.689453
	Iteration 25Q: 3 clusters Score -3690109 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3690127.500000 Penalty: 3432.689453
	Iteration 26Q: 3 clusters Score -3690128 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3690166.250000 Penalty: 3432.689453
	Iteration 27Q: 3 clusters Score -3690166 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3690215.000000 Penalty: 3432.689453
	Iteration 28Q: 3 clusters Score -3690215 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3690264.750000 Penalty: 3432.689453
	Iteration 29Q: 3 clusters Score -3690265 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3690309.000000 Penalty: 3432.689453
	Iteration 30Q: 3 clusters Score -3690309 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3690353.250000 Penalty: 3432.689453
	Iteration 31Q: 3 clusters Score -3690353 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3690414.000000 Penalty: 3432.689453
	Iteration 32Q: 3 clusters Score -3690414 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3690488.000000 Penalty: 3432.689453
	Iteration 33Q: 3 clusters Score -3690488 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3690529.000000 Penalty: 3432.689453
	Iteration 34Q: 3 clusters Score -3690529 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3690561.750000 Penalty: 3432.689453
	Iteration 35Q: 3 clusters Score -3690562 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3690629.250000 Penalty: 3432.689453
	Iteration 36Q: 3 clusters Score -3690629 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3690681.250000 Penalty: 3432.689453
	Iteration 37Q: 3 clusters Score -3690681 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3690751.500000 Penalty: 3432.689453
	Iteration 38Q: 3 clusters Score -3690752 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -3690846.250000 Penalty: 3432.689453
	Iteration 39Q: 3 clusters Score -3690846 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -3690965.500000 Penalty: 3432.689453
	Iteration 40F: 3 clusters Score -3690966 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3691097.250000 Penalty: 3432.689453
	Iteration 41Q: 3 clusters Score -3691097 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3691233.000000 Penalty: 3432.689453
	Iteration 42Q: 3 clusters Score -3691233 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3691324.500000 Penalty: 3432.689453
	Iteration 43Q: 3 clusters Score -3691324 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -3691429.750000 Penalty: 3432.689453
	Iteration 44Q: 3 clusters Score -3691430 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3691584.250000 Penalty: 3432.689453
	Iteration 45Q: 3 clusters Score -3691584 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3691728.000000 Penalty: 3432.689453
	Iteration 46Q: 3 clusters Score -3691728 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -3691895.000000 Penalty: 3432.689453
	Iteration 47Q: 3 clusters Score -3691895 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -3692060.750000 Penalty: 3432.689453
	Iteration 48Q: 3 clusters Score -3692061 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3692219.000000 Penalty: 3432.689453
	Iteration 49Q: 3 clusters Score -3692219 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -3692393.000000 Penalty: 3432.689453
	Iteration 50Q: 3 clusters Score -3692393 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -3692574.000000 Penalty: 3432.689453
	Iteration 51Q: 3 clusters Score -3692574 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3692748.000000 Penalty: 3432.689453
	Iteration 52Q: 3 clusters Score -3692748 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -3692914.000000 Penalty: 3432.689453
	Iteration 53Q: 3 clusters Score -3692914 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -3693184.500000 Penalty: 3432.689453
	Iteration 54Q: 3 clusters Score -3693184 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -3693607.000000 Penalty: 3432.689453
	Iteration 55Q: 3 clusters Score -3693607 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -3694002.000000 Penalty: 3432.689453
	Iteration 56Q: 3 clusters Score -3694002 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -3694360.250000 Penalty: 3432.689453
	Iteration 57Q: 3 clusters Score -3694360 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -3694714.750000 Penalty: 3432.689453
	Iteration 58Q: 3 clusters Score -3694715 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -3695027.500000 Penalty: 3432.689453
	Iteration 59Q: 3 clusters Score -3695028 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -3695377.000000 Penalty: 3432.689453
	Iteration 60F: 3 clusters Score -3695377 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -3695614.500000 Penalty: 3432.689453
	Iteration 61Q: 3 clusters Score -3695614 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -3695750.500000 Penalty: 3432.689453
	Iteration 62Q: 3 clusters Score -3695750 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -3695848.000000 Penalty: 3432.689453
	Iteration 63Q: 3 clusters Score -3695848 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3695879.750000 Penalty: 3432.689453
	Iteration 64Q: 3 clusters Score -3695880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -3695894.250000 Penalty: 3432.689453
	Iteration 65Q: 3 clusters Score -3695894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -3695895.250000 Penalty: 3432.689453
	Iteration 66Q: 3 clusters Score -3695895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -3695892.250000 Penalty: 3432.689453
	Iteration 67Q: 3 clusters Score -3695892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -3695899.250000 Penalty: 3432.689453
	Iteration 68Q: 3 clusters Score -3695899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -3695894.250000 Penalty: 3432.689453
	Iteration 69Q: 3 clusters Score -3695894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -3695887.750000 Penalty: 3432.689453
	Iteration 70Q: 3 clusters Score -3695888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -3695879.500000 Penalty: 3432.689453
	Iteration 71Q: 3 clusters Score -3695880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -3695888.000000 Penalty: 3432.689453
	Iteration 72Q: 3 clusters Score -3695888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -3695878.000000 Penalty: 3432.689453
	Iteration 73Q: 3 clusters Score -3695878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -3695877.250000 Penalty: 3432.689453
	Iteration 74Q: 3 clusters Score -3695877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3695880.750000 Penalty: 3432.689453
	Iteration 75Q: 3 clusters Score -3695881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -3695879.000000 Penalty: 3432.689453
	Iteration 76Q: 3 clusters Score -3695879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -3695877.750000 Penalty: 3432.689453
	Iteration 77Q: 3 clusters Score -3695878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -3695877.500000 Penalty: 3432.689453
	Iteration 78Q: 3 clusters Score -3695878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -3695877.500000 Penalty: 3432.689453
	Iteration 79F: 3 clusters Score -3695878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -124370.039062 Penalty: 1180.404907
	Iteration 0F: 2 clusters Score -124370 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 765 members 
Entering Unmasked Estep 
Score: -122593.250000 Penalty: 2360.809814
	Iteration 0F: 3 clusters Score -122593.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -122933.710938 Penalty: 2360.809814
	Iteration 1F: 3 clusters Score -122933.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -123019.656250 Penalty: 2360.809814
	Iteration 2F: 3 clusters Score -123019.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -123079.781250 Penalty: 2360.809814
	Iteration 3F: 3 clusters Score -123079.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -123126.101562 Penalty: 2360.809814
	Iteration 4Q: 3 clusters Score -123126.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -123160.507812 Penalty: 2360.809814
	Iteration 5Q: 3 clusters Score -123160.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -123195.109375 Penalty: 2360.809814
	Iteration 6Q: 3 clusters Score -123195.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -123223.468750 Penalty: 2360.809814
	Iteration 7Q: 3 clusters Score -123223.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -123237.445312 Penalty: 2360.809814
	Iteration 8Q: 3 clusters Score -123237.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -123254.273438 Penalty: 2360.809814
	Iteration 9Q: 3 clusters Score -123254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -123267.765625 Penalty: 2360.809814
	Iteration 10Q: 3 clusters Score -123267.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -123278.210938 Penalty: 2360.809814
	Iteration 11Q: 3 clusters Score -123278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -123285.281250 Penalty: 2360.809814
	Iteration 12Q: 3 clusters Score -123285.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -123288.695312 Penalty: 2360.809814
	Iteration 13Q: 3 clusters Score -123288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -123293.304688 Penalty: 2360.809814
	Iteration 14Q: 3 clusters Score -123293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -123296.648438 Penalty: 2360.809814
	Iteration 15Q: 3 clusters Score -123296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -123301.960938 Penalty: 2360.809814
	Iteration 16Q: 3 clusters Score -123302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -123304.398438 Penalty: 2360.809814
	Iteration 17Q: 3 clusters Score -123304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -123304.398438 Penalty: 2360.809814
	Iteration 18F: 3 clusters Score -123304.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -237581.312500 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -237581.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -235142.312500 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -235142.3 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -235700.984375 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -235701 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -235851.968750 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -235852 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -235975.921875 Penalty: 2552.800049
	Iteration 3F: 3 clusters Score -235975.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -236065.203125 Penalty: 2552.800049
	Iteration 4F: 3 clusters Score -236065.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -236131.531250 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -236131.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -236192.031250 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -236192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -236242.625000 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -236242.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236283.125000 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -236283.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -236312.359375 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -236312.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -236332.062500 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -236332.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -236341.375000 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -236341.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236348.359375 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -236348.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -236354.656250 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -236354.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -236357.734375 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -236357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -236359.437500 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -236359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -236361.140625 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -236361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -236362.640625 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -236362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -236364.515625 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -236364.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236367.171875 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -236367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -236368.453125 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -236368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236369.765625 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -236369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -236370.703125 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -236370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -236371.703125 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -236371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -236373.062500 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -236373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -236374.843750 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -236374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -236378.531250 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -236378.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -236380.703125 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -236380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -236382.421875 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -236382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -236383.531250 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -236383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -236385.125000 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -236385.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -236387.046875 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -236387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -236387.437500 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -236387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -236387.437500 Penalty: 2552.800049
	Iteration 33F: 3 clusters Score -236387.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Entering Unmasked Estep 
Score: -3779963.750000 Penalty: 1719.472412
	Iteration 0F: 2 clusters Score -3779964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3755963.500000 Penalty: 3438.944824
	Iteration 0F: 3 clusters Score -3755964 nChanged 18394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3766030.500000 Penalty: 3438.944824
	Iteration 1F: 3 clusters Score -3766030 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3766591.500000 Penalty: 3438.944824
	Iteration 2Q: 3 clusters Score -3766592 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3767253.500000 Penalty: 3438.944824
	Iteration 3Q: 3 clusters Score -3767254 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3768163.750000 Penalty: 3438.944824
	Iteration 4Q: 3 clusters Score -3768164 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3769483.750000 Penalty: 3438.944824
	Iteration 5F: 3 clusters Score -3769484 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3771322.500000 Penalty: 3438.944824
	Iteration 6F: 3 clusters Score -3771322 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3773545.500000 Penalty: 3438.944824
	Iteration 7F: 3 clusters Score -3773546 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -3775596.500000 Penalty: 3438.944824
	Iteration 8F: 3 clusters Score -3775596 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -3776783.500000 Penalty: 3438.944824
	Iteration 9Q: 3 clusters Score -3776784 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -3777288.750000 Penalty: 3438.944824
	Iteration 10Q: 3 clusters Score -3777289 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -3777627.250000 Penalty: 3438.944824
	Iteration 11Q: 3 clusters Score -3777627 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -3777825.000000 Penalty: 3438.944824
	Iteration 12Q: 3 clusters Score -3777825 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -3778004.000000 Penalty: 3438.944824
	Iteration 13Q: 3 clusters Score -3778004 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3778124.500000 Penalty: 3438.944824
	Iteration 14Q: 3 clusters Score -3778124 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -3778183.750000 Penalty: 3438.944824
	Iteration 15Q: 3 clusters Score -3778184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -3778255.000000 Penalty: 3438.944824
	Iteration 16Q: 3 clusters Score -3778255 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -3778291.250000 Penalty: 3438.944824
	Iteration 17Q: 3 clusters Score -3778291 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -3778308.000000 Penalty: 3438.944824
	Iteration 18Q: 3 clusters Score -3778308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -3778329.750000 Penalty: 3438.944824
	Iteration 19Q: 3 clusters Score -3778330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -3778342.000000 Penalty: 3438.944824
	Iteration 20F: 3 clusters Score -3778342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -3778361.250000 Penalty: 3438.944824
	Iteration 21Q: 3 clusters Score -3778361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -3778374.250000 Penalty: 3438.944824
	Iteration 22Q: 3 clusters Score -3778374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -3778390.000000 Penalty: 3438.944824
	Iteration 23Q: 3 clusters Score -3778390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -3778394.250000 Penalty: 3438.944824
	Iteration 24Q: 3 clusters Score -3778394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -3778408.500000 Penalty: 3438.944824
	Iteration 25Q: 3 clusters Score -3778408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -3778407.250000 Penalty: 3438.944824
	Iteration 26Q: 3 clusters Score -3778407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -3778419.500000 Penalty: 3438.944824
	Iteration 27Q: 3 clusters Score -3778420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -3778439.500000 Penalty: 3438.944824
	Iteration 28Q: 3 clusters Score -3778440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -3778452.500000 Penalty: 3438.944824
	Iteration 29Q: 3 clusters Score -3778452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -3778462.000000 Penalty: 3438.944824
	Iteration 30Q: 3 clusters Score -3778462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -3778479.750000 Penalty: 3438.944824
	Iteration 31Q: 3 clusters Score -3778480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -3778496.500000 Penalty: 3438.944824
	Iteration 32Q: 3 clusters Score -3778496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -3778508.000000 Penalty: 3438.944824
	Iteration 33Q: 3 clusters Score -3778508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -3778512.000000 Penalty: 3438.944824
	Iteration 34Q: 3 clusters Score -3778512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -3778513.500000 Penalty: 3438.944824
	Iteration 35Q: 3 clusters Score -3778514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -3778519.000000 Penalty: 3438.944824
	Iteration 36Q: 3 clusters Score -3778519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -3778522.250000 Penalty: 3438.944824
	Iteration 37Q: 3 clusters Score -3778522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -3778517.500000 Penalty: 3438.944824
	Iteration 38Q: 3 clusters Score -3778518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -3778528.250000 Penalty: 3438.944824
	Iteration 39Q: 3 clusters Score -3778528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -3778531.250000 Penalty: 3438.944824
	Iteration 40F: 3 clusters Score -3778531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -3778532.000000 Penalty: 3438.944824
	Iteration 41Q: 3 clusters Score -3778532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -3778537.250000 Penalty: 3438.944824
	Iteration 42Q: 3 clusters Score -3778537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -3778538.500000 Penalty: 3438.944824
	Iteration 43Q: 3 clusters Score -3778538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -3778538.250000 Penalty: 3438.944824
	Iteration 44Q: 3 clusters Score -3778538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -3778544.000000 Penalty: 3438.944824
	Iteration 45Q: 3 clusters Score -3778544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -3778547.250000 Penalty: 3438.944824
	Iteration 46Q: 3 clusters Score -3778547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -3778547.250000 Penalty: 3438.944824
	Iteration 47Q: 3 clusters Score -3778547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -3778546.750000 Penalty: 3438.944824
	Iteration 48Q: 3 clusters Score -3778547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -3778546.750000 Penalty: 3438.944824
	Iteration 49F: 3 clusters Score -3778547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -873901.750000 Penalty: 1491.563110
	Iteration 0F: 2 clusters Score -873901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -867033.812500 Penalty: 2983.126221
	Iteration 0F: 3 clusters Score -867033.8 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -869467.000000 Penalty: 2983.126221
	Iteration 1F: 3 clusters Score -869467 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -869974.000000 Penalty: 2983.126221
	Iteration 2F: 3 clusters Score -869974 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -870462.500000 Penalty: 2983.126221
	Iteration 3F: 3 clusters Score -870462.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -870873.687500 Penalty: 2983.126221
	Iteration 4F: 3 clusters Score -870873.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -871266.375000 Penalty: 2983.126221
	Iteration 5F: 3 clusters Score -871266.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -871632.500000 Penalty: 2983.126221
	Iteration 6Q: 3 clusters Score -871632.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -871914.500000 Penalty: 2983.126221
	Iteration 7Q: 3 clusters Score -871914.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -872230.937500 Penalty: 2983.126221
	Iteration 8Q: 3 clusters Score -872230.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -872595.625000 Penalty: 2983.126221
	Iteration 9Q: 3 clusters Score -872595.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -873021.312500 Penalty: 2983.126221
	Iteration 10Q: 3 clusters Score -873021.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -873625.812500 Penalty: 2983.126221
	Iteration 11Q: 3 clusters Score -873625.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -874188.812500 Penalty: 2983.126221
	Iteration 12Q: 3 clusters Score -874188.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -874500.000000 Penalty: 2983.126221
	Iteration 13Q: 3 clusters Score -874500 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -874624.437500 Penalty: 2983.126221
	Iteration 14Q: 3 clusters Score -874624.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -874697.375000 Penalty: 2983.126221
	Iteration 15Q: 3 clusters Score -874697.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -874731.375000 Penalty: 2983.126221
	Iteration 16Q: 3 clusters Score -874731.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -874753.000000 Penalty: 2983.126221
	Iteration 17Q: 3 clusters Score -874753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -874771.000000 Penalty: 2983.126221
	Iteration 18Q: 3 clusters Score -874771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -874789.437500 Penalty: 2983.126221
	Iteration 19Q: 3 clusters Score -874789.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -874801.250000 Penalty: 2983.126221
	Iteration 20F: 3 clusters Score -874801.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -874811.250000 Penalty: 2983.126221
	Iteration 21Q: 3 clusters Score -874811.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -874817.875000 Penalty: 2983.126221
	Iteration 22Q: 3 clusters Score -874817.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -874826.187500 Penalty: 2983.126221
	Iteration 23Q: 3 clusters Score -874826.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -874828.562500 Penalty: 2983.126221
	Iteration 24Q: 3 clusters Score -874828.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -874833.625000 Penalty: 2983.126221
	Iteration 25Q: 3 clusters Score -874833.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -874839.375000 Penalty: 2983.126221
	Iteration 26Q: 3 clusters Score -874839.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -874843.437500 Penalty: 2983.126221
	Iteration 27Q: 3 clusters Score -874843.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -874851.375000 Penalty: 2983.126221
	Iteration 28Q: 3 clusters Score -874851.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -874860.687500 Penalty: 2983.126221
	Iteration 29Q: 3 clusters Score -874860.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -874866.562500 Penalty: 2983.126221
	Iteration 30Q: 3 clusters Score -874866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -874870.500000 Penalty: 2983.126221
	Iteration 31Q: 3 clusters Score -874870.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -874872.375000 Penalty: 2983.126221
	Iteration 32Q: 3 clusters Score -874872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -874873.562500 Penalty: 2983.126221
	Iteration 33Q: 3 clusters Score -874873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -874872.437500 Penalty: 2983.126221
	Iteration 34Q: 3 clusters Score -874872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -874877.312500 Penalty: 2983.126221
	Iteration 35Q: 3 clusters Score -874877.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -874878.312500 Penalty: 2983.126221
	Iteration 36Q: 3 clusters Score -874878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -874878.750000 Penalty: 2983.126221
	Iteration 37Q: 3 clusters Score -874878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -874878.187500 Penalty: 2983.126221
	Iteration 38Q: 3 clusters Score -874878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -874877.500000 Penalty: 2983.126221
	Iteration 39Q: 3 clusters Score -874877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -874879.312500 Penalty: 2983.126221
	Iteration 40F: 3 clusters Score -874879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -874879.125000 Penalty: 2983.126221
	Iteration 41Q: 3 clusters Score -874879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -874879.875000 Penalty: 2983.126221
	Iteration 42Q: 3 clusters Score -874879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -874878.812500 Penalty: 2983.126221
	Iteration 43Q: 3 clusters Score -874878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -874879.312500 Penalty: 2983.126221
	Iteration 44Q: 3 clusters Score -874879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -874878.625000 Penalty: 2983.126221
	Iteration 45Q: 3 clusters Score -874878.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -874878.625000 Penalty: 2983.126221
	Iteration 46F: 3 clusters Score -874878.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 29971 members 
Mstep: Class 37 contains 6068 members 
Entering Unmasked Estep 
Score: -49752200.000000 Penalty: 79399.695312
Splitting cluster 24 changes total score from -49733024.000000 to -49752200.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -193502.718750 Penalty: 1247.276245
	Iteration 0F: 2 clusters Score -193502.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -191369.484375 Penalty: 2494.552490
	Iteration 0F: 3 clusters Score -191369.5 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -191993.437500 Penalty: 2494.552490
	Iteration 1F: 3 clusters Score -191993.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -192203.078125 Penalty: 2494.552490
	Iteration 2F: 3 clusters Score -192203.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -192344.390625 Penalty: 2494.552490
	Iteration 3F: 3 clusters Score -192344.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -192495.578125 Penalty: 2494.552490
	Iteration 4F: 3 clusters Score -192495.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -192614.234375 Penalty: 2494.552490
	Iteration 5F: 3 clusters Score -192614.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -192676.890625 Penalty: 2494.552490
	Iteration 6Q: 3 clusters Score -192676.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -192752.437500 Penalty: 2494.552490
	Iteration 7Q: 3 clusters Score -192752.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -192806.265625 Penalty: 2494.552490
	Iteration 8Q: 3 clusters Score -192806.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -192881.156250 Penalty: 2494.552490
	Iteration 9Q: 3 clusters Score -192881.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -192969.281250 Penalty: 2494.552490
	Iteration 10Q: 3 clusters Score -192969.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -193025.609375 Penalty: 2494.552490
	Iteration 11Q: 3 clusters Score -193025.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -193087.265625 Penalty: 2494.552490
	Iteration 12Q: 3 clusters Score -193087.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -193174.859375 Penalty: 2494.552490
	Iteration 13Q: 3 clusters Score -193174.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -193304.890625 Penalty: 2494.552490
	Iteration 14Q: 3 clusters Score -193304.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -193515.015625 Penalty: 2494.552490
	Iteration 15F: 3 clusters Score -193515 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -193890.062500 Penalty: 2494.552490
	Iteration 16F: 3 clusters Score -193890.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194101.046875 Penalty: 2494.552490
	Iteration 17Q: 3 clusters Score -194101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -194169.406250 Penalty: 2494.552490
	Iteration 18Q: 3 clusters Score -194169.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -194208.671875 Penalty: 2494.552490
	Iteration 19Q: 3 clusters Score -194208.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194239.265625 Penalty: 2494.552490
	Iteration 20F: 3 clusters Score -194239.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -194258.281250 Penalty: 2494.552490
	Iteration 21Q: 3 clusters Score -194258.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194270.765625 Penalty: 2494.552490
	Iteration 22Q: 3 clusters Score -194270.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -194276.921875 Penalty: 2494.552490
	Iteration 23Q: 3 clusters Score -194276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -194281.156250 Penalty: 2494.552490
	Iteration 24Q: 3 clusters Score -194281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194281.781250 Penalty: 2494.552490
	Iteration 25Q: 3 clusters Score -194281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -194281.984375 Penalty: 2494.552490
	Iteration 26Q: 3 clusters Score -194282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -194282.390625 Penalty: 2494.552490
	Iteration 27Q: 3 clusters Score -194282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -194282.390625 Penalty: 2494.552490
	Iteration 28F: 3 clusters Score -194282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 29971 members 
Mstep: Class 37 contains 6068 members 
Mstep: Class 38 contains 885 members 
Entering Unmasked Estep 
Score: -49752068.000000 Penalty: 81545.632812
Splitting cluster 25 changes total score from -49733024.000000 to -49752068.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 26 (3998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Entering Unmasked Estep 
Score: -365868.750000 Penalty: 1347.701782
	Iteration 0F: 2 clusters Score -365868.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -362541.718750 Penalty: 2695.403564
	Iteration 0F: 3 clusters Score -362541.7 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -363470.062500 Penalty: 2695.403564
	Iteration 1F: 3 clusters Score -363470.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -363639.156250 Penalty: 2695.403564
	Iteration 2F: 3 clusters Score -363639.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -363737.687500 Penalty: 2695.403564
	Iteration 3Q: 3 clusters Score -363737.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -363818.125000 Penalty: 2695.403564
	Iteration 4Q: 3 clusters Score -363818.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -363885.187500 Penalty: 2695.403564
	Iteration 5Q: 3 clusters Score -363885.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -363940.125000 Penalty: 2695.403564
	Iteration 6Q: 3 clusters Score -363940.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -363984.500000 Penalty: 2695.403564
	Iteration 7Q: 3 clusters Score -363984.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -364037.343750 Penalty: 2695.403564
	Iteration 8Q: 3 clusters Score -364037.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -364082.593750 Penalty: 2695.403564
	Iteration 9Q: 3 clusters Score -364082.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -364134.531250 Penalty: 2695.403564
	Iteration 10Q: 3 clusters Score -364134.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -364206.375000 Penalty: 2695.403564
	Iteration 11Q: 3 clusters Score -364206.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -364293.625000 Penalty: 2695.403564
	Iteration 12Q: 3 clusters Score -364293.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -364401.406250 Penalty: 2695.403564
	Iteration 13Q: 3 clusters Score -364401.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -364502.281250 Penalty: 2695.403564
	Iteration 14Q: 3 clusters Score -364502.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -364618.312500 Penalty: 2695.403564
	Iteration 15Q: 3 clusters Score -364618.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -364749.218750 Penalty: 2695.403564
	Iteration 16Q: 3 clusters Score -364749.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364874.500000 Penalty: 2695.403564
	Iteration 17Q: 3 clusters Score -364874.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -364982.312500 Penalty: 2695.403564
	Iteration 18Q: 3 clusters Score -364982.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -365067.906250 Penalty: 2695.403564
	Iteration 19Q: 3 clusters Score -365067.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -365117.562500 Penalty: 2695.403564
	Iteration 20F: 3 clusters Score -365117.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -365145.593750 Penalty: 2695.403564
	Iteration 21Q: 3 clusters Score -365145.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -365161.562500 Penalty: 2695.403564
	Iteration 22Q: 3 clusters Score -365161.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -365173.343750 Penalty: 2695.403564
	Iteration 23Q: 3 clusters Score -365173.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -365185.656250 Penalty: 2695.403564
	Iteration 24Q: 3 clusters Score -365185.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -365190.281250 Penalty: 2695.403564
	Iteration 25Q: 3 clusters Score -365190.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -365195.437500 Penalty: 2695.403564
	Iteration 26Q: 3 clusters Score -365195.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -365200.031250 Penalty: 2695.403564
	Iteration 27Q: 3 clusters Score -365200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -365203.906250 Penalty: 2695.403564
	Iteration 28Q: 3 clusters Score -365203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -365205.375000 Penalty: 2695.403564
	Iteration 29Q: 3 clusters Score -365205.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -365206.781250 Penalty: 2695.403564
	Iteration 30Q: 3 clusters Score -365206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -365207.312500 Penalty: 2695.403564
	Iteration 31Q: 3 clusters Score -365207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -365207.500000 Penalty: 2695.403564
	Iteration 32Q: 3 clusters Score -365207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -365207.500000 Penalty: 2695.403564
	Iteration 33F: 3 clusters Score -365207.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -122174.843750 Penalty: 1188.939087
	Iteration 0F: 2 clusters Score -122174.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -120423.296875 Penalty: 2377.878174
	Iteration 0F: 3 clusters Score -120423.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120951.734375 Penalty: 2377.878174
	Iteration 1F: 3 clusters Score -120951.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121296.187500 Penalty: 2377.878174
	Iteration 2F: 3 clusters Score -121296.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121603.515625 Penalty: 2377.878174
	Iteration 3F: 3 clusters Score -121603.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -121847.859375 Penalty: 2377.878174
	Iteration 4F: 3 clusters Score -121847.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -122098.218750 Penalty: 2377.878174
	Iteration 5F: 3 clusters Score -122098.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122278.281250 Penalty: 2377.878174
	Iteration 6F: 3 clusters Score -122278.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122446.015625 Penalty: 2377.878174
	Iteration 7Q: 3 clusters Score -122446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122544.335938 Penalty: 2377.878174
	Iteration 8Q: 3 clusters Score -122544.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -122614.593750 Penalty: 2377.878174
	Iteration 9Q: 3 clusters Score -122614.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -122689.734375 Penalty: 2377.878174
	Iteration 10Q: 3 clusters Score -122689.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -122751.273438 Penalty: 2377.878174
	Iteration 11Q: 3 clusters Score -122751.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -122831.921875 Penalty: 2377.878174
	Iteration 12Q: 3 clusters Score -122831.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -122895.953125 Penalty: 2377.878174
	Iteration 13Q: 3 clusters Score -122896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -123010.789062 Penalty: 2377.878174
	Iteration 14Q: 3 clusters Score -123010.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -123111.968750 Penalty: 2377.878174
	Iteration 15Q: 3 clusters Score -123112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -123128.539062 Penalty: 2377.878174
	Iteration 16Q: 3 clusters Score -123128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -123129.804688 Penalty: 2377.878174
	Iteration 17Q: 3 clusters Score -123129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -123129.804688 Penalty: 2377.878174
	Iteration 18F: 3 clusters Score -123129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 29971 members 
Mstep: Class 37 contains 6068 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1029 members 
Entering Unmasked Estep 
Score: -49752048.000000 Penalty: 83691.570312
Splitting cluster 27 changes total score from -49733024.000000 to -49752048.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 28 (5788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Entering Unmasked Estep 
Score: -529259.687500 Penalty: 1407.825562
	Iteration 0F: 2 clusters Score -529259.7 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 2866 members 
Entering Unmasked Estep 
Score: -524810.312500 Penalty: 2815.651123
	Iteration 0F: 3 clusters Score -524810.3 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -526175.375000 Penalty: 2815.651123
	Iteration 1F: 3 clusters Score -526175.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -526436.500000 Penalty: 2815.651123
	Iteration 2F: 3 clusters Score -526436.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -526641.125000 Penalty: 2815.651123
	Iteration 3F: 3 clusters Score -526641.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -526812.312500 Penalty: 2815.651123
	Iteration 4Q: 3 clusters Score -526812.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -526959.187500 Penalty: 2815.651123
	Iteration 5Q: 3 clusters Score -526959.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -527080.562500 Penalty: 2815.651123
	Iteration 6Q: 3 clusters Score -527080.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -527173.625000 Penalty: 2815.651123
	Iteration 7Q: 3 clusters Score -527173.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -527259.250000 Penalty: 2815.651123
	Iteration 8Q: 3 clusters Score -527259.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -527342.375000 Penalty: 2815.651123
	Iteration 9Q: 3 clusters Score -527342.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -527407.000000 Penalty: 2815.651123
	Iteration 10Q: 3 clusters Score -527407 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -527451.000000 Penalty: 2815.651123
	Iteration 11Q: 3 clusters Score -527451 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -527486.437500 Penalty: 2815.651123
	Iteration 12Q: 3 clusters Score -527486.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -527509.187500 Penalty: 2815.651123
	Iteration 13Q: 3 clusters Score -527509.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -527528.437500 Penalty: 2815.651123
	Iteration 14Q: 3 clusters Score -527528.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -527546.187500 Penalty: 2815.651123
	Iteration 15Q: 3 clusters Score -527546.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -527565.937500 Penalty: 2815.651123
	Iteration 16Q: 3 clusters Score -527565.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -527589.125000 Penalty: 2815.651123
	Iteration 17Q: 3 clusters Score -527589.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -527603.812500 Penalty: 2815.651123
	Iteration 18Q: 3 clusters Score -527603.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -527622.312500 Penalty: 2815.651123
	Iteration 19Q: 3 clusters Score -527622.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -527637.625000 Penalty: 2815.651123
	Iteration 20F: 3 clusters Score -527637.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -527668.500000 Penalty: 2815.651123
	Iteration 21Q: 3 clusters Score -527668.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -527708.062500 Penalty: 2815.651123
	Iteration 22Q: 3 clusters Score -527708.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -527757.250000 Penalty: 2815.651123
	Iteration 23Q: 3 clusters Score -527757.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -527802.812500 Penalty: 2815.651123
	Iteration 24Q: 3 clusters Score -527802.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -527845.437500 Penalty: 2815.651123
	Iteration 25Q: 3 clusters Score -527845.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -527876.312500 Penalty: 2815.651123
	Iteration 26Q: 3 clusters Score -527876.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -527905.625000 Penalty: 2815.651123
	Iteration 27Q: 3 clusters Score -527905.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -527929.000000 Penalty: 2815.651123
	Iteration 28Q: 3 clusters Score -527929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -527944.187500 Penalty: 2815.651123
	Iteration 29Q: 3 clusters Score -527944.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -527953.375000 Penalty: 2815.651123
	Iteration 30Q: 3 clusters Score -527953.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -527965.062500 Penalty: 2815.651123
	Iteration 31Q: 3 clusters Score -527965.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -527972.500000 Penalty: 2815.651123
	Iteration 32Q: 3 clusters Score -527972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -527979.625000 Penalty: 2815.651123
	Iteration 33Q: 3 clusters Score -527979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -527987.437500 Penalty: 2815.651123
	Iteration 34Q: 3 clusters Score -527987.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -527993.875000 Penalty: 2815.651123
	Iteration 35Q: 3 clusters Score -527993.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -527998.500000 Penalty: 2815.651123
	Iteration 36Q: 3 clusters Score -527998.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -528005.562500 Penalty: 2815.651123
	Iteration 37Q: 3 clusters Score -528005.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -528013.375000 Penalty: 2815.651123
	Iteration 38Q: 3 clusters Score -528013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -528020.375000 Penalty: 2815.651123
	Iteration 39Q: 3 clusters Score -528020.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -528023.500000 Penalty: 2815.651123
	Iteration 40F: 3 clusters Score -528023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -528024.500000 Penalty: 2815.651123
	Iteration 41Q: 3 clusters Score -528024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -528027.062500 Penalty: 2815.651123
	Iteration 42Q: 3 clusters Score -528027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -528029.937500 Penalty: 2815.651123
	Iteration 43Q: 3 clusters Score -528029.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -528032.312500 Penalty: 2815.651123
	Iteration 44Q: 3 clusters Score -528032.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -528034.875000 Penalty: 2815.651123
	Iteration 45Q: 3 clusters Score -528034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -528039.562500 Penalty: 2815.651123
	Iteration 46Q: 3 clusters Score -528039.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -528046.125000 Penalty: 2815.651123
	Iteration 47Q: 3 clusters Score -528046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -528055.375000 Penalty: 2815.651123
	Iteration 48Q: 3 clusters Score -528055.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -528060.562500 Penalty: 2815.651123
	Iteration 49Q: 3 clusters Score -528060.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -528066.312500 Penalty: 2815.651123
	Iteration 50Q: 3 clusters Score -528066.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -528069.000000 Penalty: 2815.651123
	Iteration 51Q: 3 clusters Score -528069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -528071.187500 Penalty: 2815.651123
	Iteration 52Q: 3 clusters Score -528071.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -528076.875000 Penalty: 2815.651123
	Iteration 53Q: 3 clusters Score -528076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -528077.250000 Penalty: 2815.651123
	Iteration 54Q: 3 clusters Score -528077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -528080.125000 Penalty: 2815.651123
	Iteration 55Q: 3 clusters Score -528080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -528082.062500 Penalty: 2815.651123
	Iteration 56Q: 3 clusters Score -528082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -528082.812500 Penalty: 2815.651123
	Iteration 57Q: 3 clusters Score -528082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -528083.625000 Penalty: 2815.651123
	Iteration 58Q: 3 clusters Score -528083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -528083.500000 Penalty: 2815.651123
	Iteration 59Q: 3 clusters Score -528083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -528084.125000 Penalty: 2815.651123
	Iteration 60F: 3 clusters Score -528084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -453410.687500 Penalty: 1386.719238
	Iteration 0F: 2 clusters Score -453410.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -449355.093750 Penalty: 2773.438477
	Iteration 0F: 3 clusters Score -449355.1 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -450736.562500 Penalty: 2773.438477
	Iteration 1F: 3 clusters Score -450736.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -451323.406250 Penalty: 2773.438477
	Iteration 2F: 3 clusters Score -451323.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -452158.812500 Penalty: 2773.438477
	Iteration 3F: 3 clusters Score -452158.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -452910.781250 Penalty: 2773.438477
	Iteration 4F: 3 clusters Score -452910.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -453244.281250 Penalty: 2773.438477
	Iteration 5F: 3 clusters Score -453244.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -453442.500000 Penalty: 2773.438477
	Iteration 6Q: 3 clusters Score -453442.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -453579.625000 Penalty: 2773.438477
	Iteration 7Q: 3 clusters Score -453579.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -453716.250000 Penalty: 2773.438477
	Iteration 8Q: 3 clusters Score -453716.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -453900.218750 Penalty: 2773.438477
	Iteration 9Q: 3 clusters Score -453900.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -454013.906250 Penalty: 2773.438477
	Iteration 10Q: 3 clusters Score -454013.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -454064.125000 Penalty: 2773.438477
	Iteration 11Q: 3 clusters Score -454064.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -454092.187500 Penalty: 2773.438477
	Iteration 12Q: 3 clusters Score -454092.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -454104.656250 Penalty: 2773.438477
	Iteration 13Q: 3 clusters Score -454104.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -454110.156250 Penalty: 2773.438477
	Iteration 14Q: 3 clusters Score -454110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -454113.062500 Penalty: 2773.438477
	Iteration 15Q: 3 clusters Score -454113.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -454117.093750 Penalty: 2773.438477
	Iteration 16Q: 3 clusters Score -454117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -454120.031250 Penalty: 2773.438477
	Iteration 17Q: 3 clusters Score -454120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -454121.093750 Penalty: 2773.438477
	Iteration 18Q: 3 clusters Score -454121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -454122.937500 Penalty: 2773.438477
	Iteration 19Q: 3 clusters Score -454122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -454124.093750 Penalty: 2773.438477
	Iteration 20F: 3 clusters Score -454124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -454125.250000 Penalty: 2773.438477
	Iteration 21Q: 3 clusters Score -454125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -454125.812500 Penalty: 2773.438477
	Iteration 22Q: 3 clusters Score -454125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -454125.531250 Penalty: 2773.438477
	Iteration 23Q: 3 clusters Score -454125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -454126.062500 Penalty: 2773.438477
	Iteration 24Q: 3 clusters Score -454126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -454126.312500 Penalty: 2773.438477
	Iteration 25Q: 3 clusters Score -454126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -454126.468750 Penalty: 2773.438477
	Iteration 26Q: 3 clusters Score -454126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -454127.906250 Penalty: 2773.438477
	Iteration 27Q: 3 clusters Score -454127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -454128.218750 Penalty: 2773.438477
	Iteration 28Q: 3 clusters Score -454128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -454129.531250 Penalty: 2773.438477
	Iteration 29Q: 3 clusters Score -454129.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -454130.843750 Penalty: 2773.438477
	Iteration 30Q: 3 clusters Score -454130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -454133.843750 Penalty: 2773.438477
	Iteration 31Q: 3 clusters Score -454133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -454140.406250 Penalty: 2773.438477
	Iteration 32Q: 3 clusters Score -454140.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -454152.468750 Penalty: 2773.438477
	Iteration 33Q: 3 clusters Score -454152.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -454161.468750 Penalty: 2773.438477
	Iteration 34Q: 3 clusters Score -454161.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -454177.125000 Penalty: 2773.438477
	Iteration 35Q: 3 clusters Score -454177.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -454191.125000 Penalty: 2773.438477
	Iteration 36Q: 3 clusters Score -454191.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -454206.031250 Penalty: 2773.438477
	Iteration 37Q: 3 clusters Score -454206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -454222.343750 Penalty: 2773.438477
	Iteration 38Q: 3 clusters Score -454222.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -454234.812500 Penalty: 2773.438477
	Iteration 39Q: 3 clusters Score -454234.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -454242.593750 Penalty: 2773.438477
	Iteration 40F: 3 clusters Score -454242.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -454246.500000 Penalty: 2773.438477
	Iteration 41Q: 3 clusters Score -454246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -454250.312500 Penalty: 2773.438477
	Iteration 42Q: 3 clusters Score -454250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -454252.906250 Penalty: 2773.438477
	Iteration 43Q: 3 clusters Score -454252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -454253.937500 Penalty: 2773.438477
	Iteration 44Q: 3 clusters Score -454253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -454257.531250 Penalty: 2773.438477
	Iteration 45Q: 3 clusters Score -454257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -454258.812500 Penalty: 2773.438477
	Iteration 46Q: 3 clusters Score -454258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -454262.500000 Penalty: 2773.438477
	Iteration 47Q: 3 clusters Score -454262.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -454265.437500 Penalty: 2773.438477
	Iteration 48Q: 3 clusters Score -454265.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -454269.468750 Penalty: 2773.438477
	Iteration 49Q: 3 clusters Score -454269.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -454276.187500 Penalty: 2773.438477
	Iteration 50Q: 3 clusters Score -454276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -454284.406250 Penalty: 2773.438477
	Iteration 51Q: 3 clusters Score -454284.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -454288.687500 Penalty: 2773.438477
	Iteration 52Q: 3 clusters Score -454288.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -454293.156250 Penalty: 2773.438477
	Iteration 53Q: 3 clusters Score -454293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -454295.906250 Penalty: 2773.438477
	Iteration 54Q: 3 clusters Score -454295.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -454298.531250 Penalty: 2773.438477
	Iteration 55Q: 3 clusters Score -454298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -454299.656250 Penalty: 2773.438477
	Iteration 56Q: 3 clusters Score -454299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -454300.468750 Penalty: 2773.438477
	Iteration 57Q: 3 clusters Score -454300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -454301.968750 Penalty: 2773.438477
	Iteration 58Q: 3 clusters Score -454302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -454302.781250 Penalty: 2773.438477
	Iteration 59Q: 3 clusters Score -454302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -454303.531250 Penalty: 2773.438477
	Iteration 60F: 3 clusters Score -454303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -454303.125000 Penalty: 2773.438477
	Iteration 61Q: 3 clusters Score -454303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -454304.781250 Penalty: 2773.438477
	Iteration 62Q: 3 clusters Score -454304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -454304.000000 Penalty: 2773.438477
	Iteration 63Q: 3 clusters Score -454304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -454304.062500 Penalty: 2773.438477
	Iteration 64Q: 3 clusters Score -454304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -454304.062500 Penalty: 2773.438477
	Iteration 65F: 3 clusters Score -454304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 29971 members 
Mstep: Class 37 contains 6068 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1029 members 
Mstep: Class 40 contains 2021 members 
Entering Unmasked Estep 
Score: -49752104.000000 Penalty: 85837.507812
Splitting cluster 29 changes total score from -49733024.000000 to -49752104.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (40659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Entering Unmasked Estep 
Score: -3864536.750000 Penalty: 1724.608398
	Iteration 0F: 2 clusters Score -3864537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3840540.500000 Penalty: 3449.216797
	Iteration 0F: 3 clusters Score -3840540 nChanged 18834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3851109.500000 Penalty: 3449.216797
	Iteration 1F: 3 clusters Score -3851110 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3851541.000000 Penalty: 3449.216797
	Iteration 2Q: 3 clusters Score -3851541 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3851979.750000 Penalty: 3449.216797
	Iteration 3Q: 3 clusters Score -3851980 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3852565.250000 Penalty: 3449.216797
	Iteration 4Q: 3 clusters Score -3852565 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3853431.500000 Penalty: 3449.216797
	Iteration 5Q: 3 clusters Score -3853432 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3854820.750000 Penalty: 3449.216797
	Iteration 6F: 3 clusters Score -3854821 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3857005.250000 Penalty: 3449.216797
	Iteration 7F: 3 clusters Score -3857005 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -3859847.500000 Penalty: 3449.216797
	Iteration 8F: 3 clusters Score -3859848 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -3861813.500000 Penalty: 3449.216797
	Iteration 9F: 3 clusters Score -3861814 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -3862844.250000 Penalty: 3449.216797
	Iteration 10Q: 3 clusters Score -3862844 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -3863463.500000 Penalty: 3449.216797
	Iteration 11Q: 3 clusters Score -3863464 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -3863814.750000 Penalty: 3449.216797
	Iteration 12Q: 3 clusters Score -3863815 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -3864083.750000 Penalty: 3449.216797
	Iteration 13Q: 3 clusters Score -3864084 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -3864266.750000 Penalty: 3449.216797
	Iteration 14Q: 3 clusters Score -3864267 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -3864383.750000 Penalty: 3449.216797
	Iteration 15Q: 3 clusters Score -3864384 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -3864462.000000 Penalty: 3449.216797
	Iteration 16Q: 3 clusters Score -3864462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -3864535.250000 Penalty: 3449.216797
	Iteration 17Q: 3 clusters Score -3864535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -3864617.750000 Penalty: 3449.216797
	Iteration 18Q: 3 clusters Score -3864618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -3864727.750000 Penalty: 3449.216797
	Iteration 19Q: 3 clusters Score -3864728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -3864840.750000 Penalty: 3449.216797
	Iteration 20F: 3 clusters Score -3864841 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -3864885.500000 Penalty: 3449.216797
	Iteration 21Q: 3 clusters Score -3864886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -3864935.500000 Penalty: 3449.216797
	Iteration 22Q: 3 clusters Score -3864936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -3864992.500000 Penalty: 3449.216797
	Iteration 23Q: 3 clusters Score -3864992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -3865019.750000 Penalty: 3449.216797
	Iteration 24Q: 3 clusters Score -3865020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -3865032.500000 Penalty: 3449.216797
	Iteration 25Q: 3 clusters Score -3865032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -3865051.500000 Penalty: 3449.216797
	Iteration 26Q: 3 clusters Score -3865052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -3865056.500000 Penalty: 3449.216797
	Iteration 27Q: 3 clusters Score -3865056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -3865063.500000 Penalty: 3449.216797
	Iteration 28Q: 3 clusters Score -3865064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -3865058.500000 Penalty: 3449.216797
	Iteration 29Q: 3 clusters Score -3865058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -3865063.750000 Penalty: 3449.216797
	Iteration 30Q: 3 clusters Score -3865064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -3865072.750000 Penalty: 3449.216797
	Iteration 31Q: 3 clusters Score -3865073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -3865073.750000 Penalty: 3449.216797
	Iteration 32Q: 3 clusters Score -3865074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -3865075.750000 Penalty: 3449.216797
	Iteration 33Q: 3 clusters Score -3865076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -3865076.750000 Penalty: 3449.216797
	Iteration 34Q: 3 clusters Score -3865077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -3865076.750000 Penalty: 3449.216797
	Iteration 35F: 3 clusters Score -3865077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 29971 members 
Mstep: Class 37 contains 6068 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1029 members 
Mstep: Class 40 contains 2021 members 
Mstep: Class 41 contains 38875 members 
Entering Unmasked Estep 
Score: -49752332.000000 Penalty: 87983.445312
Splitting cluster 30 changes total score from -49733024.000000 to -49752332.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 31 (3417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Entering Unmasked Estep 
Score: -269779.906250 Penalty: 1322.184204
	Iteration 0F: 2 clusters Score -269779.9 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 1671 members 
Entering Unmasked Estep 
Score: -266857.718750 Penalty: 2644.368408
	Iteration 0F: 3 clusters Score -266857.7 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -268251.750000 Penalty: 2644.368408
	Iteration 1F: 3 clusters Score -268251.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -268974.656250 Penalty: 2644.368408
	Iteration 2F: 3 clusters Score -268974.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -269400.781250 Penalty: 2644.368408
	Iteration 3F: 3 clusters Score -269400.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -269697.000000 Penalty: 2644.368408
	Iteration 4F: 3 clusters Score -269697 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -269934.250000 Penalty: 2644.368408
	Iteration 5Q: 3 clusters Score -269934.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -270098.812500 Penalty: 2644.368408
	Iteration 6Q: 3 clusters Score -270098.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -270191.125000 Penalty: 2644.368408
	Iteration 7Q: 3 clusters Score -270191.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -270236.968750 Penalty: 2644.368408
	Iteration 8Q: 3 clusters Score -270237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -270261.781250 Penalty: 2644.368408
	Iteration 9Q: 3 clusters Score -270261.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -270278.968750 Penalty: 2644.368408
	Iteration 10Q: 3 clusters Score -270279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -270290.281250 Penalty: 2644.368408
	Iteration 11Q: 3 clusters Score -270290.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -270296.031250 Penalty: 2644.368408
	Iteration 12Q: 3 clusters Score -270296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -270302.000000 Penalty: 2644.368408
	Iteration 13Q: 3 clusters Score -270302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -270306.000000 Penalty: 2644.368408
	Iteration 14Q: 3 clusters Score -270306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -270306.750000 Penalty: 2644.368408
	Iteration 15Q: 3 clusters Score -270306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -270306.937500 Penalty: 2644.368408
	Iteration 16Q: 3 clusters Score -270306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -270308.781250 Penalty: 2644.368408
	Iteration 17Q: 3 clusters Score -270308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -270309.343750 Penalty: 2644.368408
	Iteration 18Q: 3 clusters Score -270309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -270310.468750 Penalty: 2644.368408
	Iteration 19Q: 3 clusters Score -270310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -270310.406250 Penalty: 2644.368408
	Iteration 20F: 3 clusters Score -270310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 2267 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 29971 members 
Mstep: Class 37 contains 6068 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1029 members 
Mstep: Class 40 contains 2021 members 
Mstep: Class 41 contains 38875 members 
Mstep: Class 42 contains 1150 members 
Entering Unmasked Estep 
Score: -49752028.000000 Penalty: 90129.382812
Splitting cluster 31 changes total score from -49733024.000000 to -49752028.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 32 (40988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Entering Unmasked Estep 
Score: -4026647.750000 Penalty: 1725.918091
	Iteration 0F: 2 clusters Score -4026648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -4005068.500000 Penalty: 3451.836182
	Iteration 0F: 3 clusters Score -4005068 nChanged 19061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4015601.500000 Penalty: 3451.836182
	Iteration 1F: 3 clusters Score -4015602 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4015961.500000 Penalty: 3451.836182
	Iteration 2Q: 3 clusters Score -4015962 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4016330.250000 Penalty: 3451.836182
	Iteration 3Q: 3 clusters Score -4016330 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4016732.250000 Penalty: 3451.836182
	Iteration 4Q: 3 clusters Score -4016732 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4017266.000000 Penalty: 3451.836182
	Iteration 5Q: 3 clusters Score -4017266 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4018085.000000 Penalty: 3451.836182
	Iteration 6Q: 3 clusters Score -4018085 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4019375.750000 Penalty: 3451.836182
	Iteration 7F: 3 clusters Score -4019376 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4021290.750000 Penalty: 3451.836182
	Iteration 8F: 3 clusters Score -4021291 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4023744.500000 Penalty: 3451.836182
	Iteration 9F: 3 clusters Score -4023744 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4025428.500000 Penalty: 3451.836182
	Iteration 10F: 3 clusters Score -4025428 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4025839.750000 Penalty: 3451.836182
	Iteration 11Q: 3 clusters Score -4025840 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4025937.250000 Penalty: 3451.836182
	Iteration 12Q: 3 clusters Score -4025937 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4026000.250000 Penalty: 3451.836182
	Iteration 13Q: 3 clusters Score -4026000 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4025980.750000 Penalty: 3451.836182
	Iteration 14Q: 3 clusters Score -4025981 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4025971.750000 Penalty: 3451.836182
	Iteration 15Q: 3 clusters Score -4025972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4025977.250000 Penalty: 3451.836182
	Iteration 16Q: 3 clusters Score -4025977 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4025945.000000 Penalty: 3451.836182
	Iteration 17Q: 3 clusters Score -4025945 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4025918.500000 Penalty: 3451.836182
	Iteration 18Q: 3 clusters Score -4025918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4025889.000000 Penalty: 3451.836182
	Iteration 19Q: 3 clusters Score -4025889 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4025878.750000 Penalty: 3451.836182
	Iteration 20F: 3 clusters Score -4025879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4025858.000000 Penalty: 3451.836182
	Iteration 21Q: 3 clusters Score -4025858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4025868.750000 Penalty: 3451.836182
	Iteration 22Q: 3 clusters Score -4025869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4025866.750000 Penalty: 3451.836182
	Iteration 23Q: 3 clusters Score -4025867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4025879.750000 Penalty: 3451.836182
	Iteration 24Q: 3 clusters Score -4025880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4025857.000000 Penalty: 3451.836182
	Iteration 25Q: 3 clusters Score -4025857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4025832.750000 Penalty: 3451.836182
	Iteration 26Q: 3 clusters Score -4025833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4025817.500000 Penalty: 3451.836182
	Iteration 27Q: 3 clusters Score -4025818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4025803.500000 Penalty: 3451.836182
	Iteration 28Q: 3 clusters Score -4025804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4025811.500000 Penalty: 3451.836182
	Iteration 29Q: 3 clusters Score -4025812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4025810.750000 Penalty: 3451.836182
	Iteration 30Q: 3 clusters Score -4025811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4025813.250000 Penalty: 3451.836182
	Iteration 31Q: 3 clusters Score -4025813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4025811.000000 Penalty: 3451.836182
	Iteration 32Q: 3 clusters Score -4025811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4025820.250000 Penalty: 3451.836182
	Iteration 33Q: 3 clusters Score -4025820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4025804.000000 Penalty: 3451.836182
	Iteration 34Q: 3 clusters Score -4025804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4025796.750000 Penalty: 3451.836182
	Iteration 35Q: 3 clusters Score -4025797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4025807.500000 Penalty: 3451.836182
	Iteration 36Q: 3 clusters Score -4025808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4025792.750000 Penalty: 3451.836182
	Iteration 37Q: 3 clusters Score -4025793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4025786.000000 Penalty: 3451.836182
	Iteration 38Q: 3 clusters Score -4025786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4025792.250000 Penalty: 3451.836182
	Iteration 39Q: 3 clusters Score -4025792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4025782.250000 Penalty: 3451.836182
	Iteration 40F: 3 clusters Score -4025782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4025778.750000 Penalty: 3451.836182
	Iteration 41Q: 3 clusters Score -4025779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4025786.000000 Penalty: 3451.836182
	Iteration 42Q: 3 clusters Score -4025786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4025785.000000 Penalty: 3451.836182
	Iteration 43Q: 3 clusters Score -4025785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4025781.000000 Penalty: 3451.836182
	Iteration 44Q: 3 clusters Score -4025781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4025779.500000 Penalty: 3451.836182
	Iteration 45Q: 3 clusters Score -4025780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4025786.250000 Penalty: 3451.836182
	Iteration 46Q: 3 clusters Score -4025786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4025778.750000 Penalty: 3451.836182
	Iteration 47Q: 3 clusters Score -4025779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4025778.750000 Penalty: 3451.836182
	Iteration 48F: 3 clusters Score -4025779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -435182.875000 Penalty: 1378.758789
	Iteration 0F: 2 clusters Score -435182.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -431311.250000 Penalty: 2757.517578
	Iteration 0F: 3 clusters Score -431311.2 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -432438.781250 Penalty: 2757.517578
	Iteration 1F: 3 clusters Score -432438.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -432664.750000 Penalty: 2757.517578
	Iteration 2F: 3 clusters Score -432664.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -432821.531250 Penalty: 2757.517578
	Iteration 3F: 3 clusters Score -432821.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -432941.781250 Penalty: 2757.517578
	Iteration 4Q: 3 clusters Score -432941.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -433039.906250 Penalty: 2757.517578
	Iteration 5Q: 3 clusters Score -433039.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -433104.468750 Penalty: 2757.517578
	Iteration 6Q: 3 clusters Score -433104.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -433167.312500 Penalty: 2757.517578
	Iteration 7Q: 3 clusters Score -433167.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -433234.718750 Penalty: 2757.517578
	Iteration 8Q: 3 clusters Score -433234.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -433305.343750 Penalty: 2757.517578
	Iteration 9Q: 3 clusters Score -433305.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -433376.593750 Penalty: 2757.517578
	Iteration 10Q: 3 clusters Score -433376.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -433432.625000 Penalty: 2757.517578
	Iteration 11Q: 3 clusters Score -433432.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -433499.031250 Penalty: 2757.517578
	Iteration 12Q: 3 clusters Score -433499 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -433582.468750 Penalty: 2757.517578
	Iteration 13Q: 3 clusters Score -433582.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -433679.281250 Penalty: 2757.517578
	Iteration 14Q: 3 clusters Score -433679.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -433774.718750 Penalty: 2757.517578
	Iteration 15Q: 3 clusters Score -433774.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -433862.843750 Penalty: 2757.517578
	Iteration 16Q: 3 clusters Score -433862.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -433937.375000 Penalty: 2757.517578
	Iteration 17Q: 3 clusters Score -433937.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -433994.156250 Penalty: 2757.517578
	Iteration 18Q: 3 clusters Score -433994.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -434045.562500 Penalty: 2757.517578
	Iteration 19Q: 3 clusters Score -434045.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -434084.281250 Penalty: 2757.517578
	Iteration 20F: 3 clusters Score -434084.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -434107.562500 Penalty: 2757.517578
	Iteration 21Q: 3 clusters Score -434107.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -434124.375000 Penalty: 2757.517578
	Iteration 22Q: 3 clusters Score -434124.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -434138.968750 Penalty: 2757.517578
	Iteration 23Q: 3 clusters Score -434139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -434153.343750 Penalty: 2757.517578
	Iteration 24Q: 3 clusters Score -434153.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -434168.718750 Penalty: 2757.517578
	Iteration 25Q: 3 clusters Score -434168.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -434183.875000 Penalty: 2757.517578
	Iteration 26Q: 3 clusters Score -434183.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -434199.406250 Penalty: 2757.517578
	Iteration 27Q: 3 clusters Score -434199.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -434211.281250 Penalty: 2757.517578
	Iteration 28Q: 3 clusters Score -434211.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -434222.562500 Penalty: 2757.517578
	Iteration 29Q: 3 clusters Score -434222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -434230.062500 Penalty: 2757.517578
	Iteration 30Q: 3 clusters Score -434230.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -434236.562500 Penalty: 2757.517578
	Iteration 31Q: 3 clusters Score -434236.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -434242.968750 Penalty: 2757.517578
	Iteration 32Q: 3 clusters Score -434243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -434246.062500 Penalty: 2757.517578
	Iteration 33Q: 3 clusters Score -434246.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -434249.125000 Penalty: 2757.517578
	Iteration 34Q: 3 clusters Score -434249.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -434253.531250 Penalty: 2757.517578
	Iteration 35Q: 3 clusters Score -434253.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -434257.781250 Penalty: 2757.517578
	Iteration 36Q: 3 clusters Score -434257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -434262.218750 Penalty: 2757.517578
	Iteration 37Q: 3 clusters Score -434262.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -434265.406250 Penalty: 2757.517578
	Iteration 38Q: 3 clusters Score -434265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -434267.968750 Penalty: 2757.517578
	Iteration 39Q: 3 clusters Score -434268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -434271.187500 Penalty: 2757.517578
	Iteration 40F: 3 clusters Score -434271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -434273.562500 Penalty: 2757.517578
	Iteration 41Q: 3 clusters Score -434273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -434275.875000 Penalty: 2757.517578
	Iteration 42Q: 3 clusters Score -434275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -434282.500000 Penalty: 2757.517578
	Iteration 43Q: 3 clusters Score -434282.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -434286.656250 Penalty: 2757.517578
	Iteration 44Q: 3 clusters Score -434286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -434286.687500 Penalty: 2757.517578
	Iteration 45Q: 3 clusters Score -434286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -434287.406250 Penalty: 2757.517578
	Iteration 46Q: 3 clusters Score -434287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -434287.937500 Penalty: 2757.517578
	Iteration 47Q: 3 clusters Score -434287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -434289.906250 Penalty: 2757.517578
	Iteration 48Q: 3 clusters Score -434289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -434290.437500 Penalty: 2757.517578
	Iteration 49Q: 3 clusters Score -434290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -434292.031250 Penalty: 2757.517578
	Iteration 50Q: 3 clusters Score -434292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -434292.906250 Penalty: 2757.517578
	Iteration 51Q: 3 clusters Score -434292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -434292.843750 Penalty: 2757.517578
	Iteration 52Q: 3 clusters Score -434292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -434293.343750 Penalty: 2757.517578
	Iteration 53Q: 3 clusters Score -434293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -434293.343750 Penalty: 2757.517578
	Iteration 54F: 3 clusters Score -434293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 11070 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 50153 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 2267 members 
Mstep: Class 32 contains 40988 members 
Mstep: Class 33 contains 4840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49757776.000000 Penalty: 90129.382812
Iteration 79Q: 43 clusters Score -4.975778e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 9806 members 
Mstep: Class 4 contains 30035 members 
Mstep: Class 5 contains 17462 members 
Mstep: Class 6 contains 21630 members 
Mstep: Class 7 contains 20682 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 11 contains 17892 members 
Mstep: Class 12 contains 1442 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 36178 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 51459 members 
Mstep: Class 18 contains 25087 members 
Mstep: Class 19 contains 50229 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 39435 members 
Mstep: Class 24 contains 3824 members 
Mstep: Class 25 contains 1272 members 
Mstep: Class 26 contains 4006 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 5789 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 1965 members 
Mstep: Class 31 contains 2447 members 
Mstep: Class 32 contains 40985 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 3108 members 
Mstep: Class 35 contains 1174 members 
Mstep: Class 36 contains 28929 members 
Mstep: Class 37 contains 5688 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 1004 members 
Mstep: Class 40 contains 1937 members 
Mstep: Class 41 contains 38108 members 
Mstep: Class 42 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49761964.000000 Penalty: 90129.382812
Iteration 80F: 43 clusters Score -4.976196e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 9560 members 
Mstep: Class 4 contains 30010 members 
Mstep: Class 5 contains 17362 members 
Mstep: Class 6 contains 21633 members 
Mstep: Class 7 contains 20639 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 17824 members 
Mstep: Class 12 contains 1482 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 36122 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10750 members 
Mstep: Class 17 contains 50183 members 
Mstep: Class 18 contains 24523 members 
Mstep: Class 19 contains 49797 members 
Mstep: Class 20 contains 38655 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 39432 members 
Mstep: Class 24 contains 3865 members 
Mstep: Class 25 contains 1274 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 5790 members 
Mstep: Class 29 contains 3436 members 
Mstep: Class 30 contains 2090 members 
Mstep: Class 31 contains 2466 members 
Mstep: Class 32 contains 40979 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 3373 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 31078 members 
Mstep: Class 37 contains 5600 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 1136 members 
Mstep: Class 40 contains 1915 members 
Mstep: Class 41 contains 38378 members 
Mstep: Class 42 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49763860.000000 Penalty: 90129.382812
Iteration 81Q: 43 clusters Score -4.976386e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 9364 members 
Mstep: Class 4 contains 29980 members 
Mstep: Class 5 contains 17299 members 
Mstep: Class 6 contains 21661 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 17804 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 35971 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 10571 members 
Mstep: Class 17 contains 49475 members 
Mstep: Class 18 contains 24156 members 
Mstep: Class 19 contains 49379 members 
Mstep: Class 20 contains 38646 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 39425 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 5787 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 2216 members 
Mstep: Class 31 contains 2488 members 
Mstep: Class 32 contains 40978 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 3557 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 32658 members 
Mstep: Class 37 contains 5491 members 
Mstep: Class 38 contains 824 members 
Mstep: Class 39 contains 1209 members 
Mstep: Class 40 contains 1901 members 
Mstep: Class 41 contains 38490 members 
Mstep: Class 42 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49764756.000000 Penalty: 90129.382812
Iteration 82Q: 43 clusters Score -4.976476e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 9203 members 
Mstep: Class 4 contains 29953 members 
Mstep: Class 5 contains 17234 members 
Mstep: Class 6 contains 21706 members 
Mstep: Class 7 contains 20543 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 17778 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 35612 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 10445 members 
Mstep: Class 17 contains 48964 members 
Mstep: Class 18 contains 23895 members 
Mstep: Class 19 contains 49027 members 
Mstep: Class 20 contains 38640 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 39410 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 5785 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 2498 members 
Mstep: Class 32 contains 40967 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 3701 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 34144 members 
Mstep: Class 37 contains 5385 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 1884 members 
Mstep: Class 41 contains 38533 members 
Mstep: Class 42 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766040.000000 Penalty: 90129.382812
Iteration 83Q: 43 clusters Score -4.976604e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 9053 members 
Mstep: Class 4 contains 29929 members 
Mstep: Class 5 contains 17186 members 
Mstep: Class 6 contains 21754 members 
Mstep: Class 7 contains 20498 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 1548 members 
Mstep: Class 11 contains 17766 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 34974 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 10360 members 
Mstep: Class 17 contains 48612 members 
Mstep: Class 18 contains 23665 members 
Mstep: Class 19 contains 48758 members 
Mstep: Class 20 contains 38628 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 39401 members 
Mstep: Class 24 contains 3980 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 3969 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 5787 members 
Mstep: Class 29 contains 3632 members 
Mstep: Class 30 contains 2459 members 
Mstep: Class 31 contains 2511 members 
Mstep: Class 32 contains 40962 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 3793 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 35646 members 
Mstep: Class 37 contains 5287 members 
Mstep: Class 38 contains 803 members 
Mstep: Class 39 contains 1293 members 
Mstep: Class 40 contains 1880 members 
Mstep: Class 41 contains 38515 members 
Mstep: Class 42 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767912.000000 Penalty: 90129.382812
Iteration 84Q: 43 clusters Score -4.976791e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 29911 members 
Mstep: Class 5 contains 17141 members 
Mstep: Class 6 contains 21790 members 
Mstep: Class 7 contains 20465 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 1549 members 
Mstep: Class 11 contains 17749 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 33567 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 10276 members 
Mstep: Class 17 contains 48235 members 
Mstep: Class 18 contains 23482 members 
Mstep: Class 19 contains 48496 members 
Mstep: Class 20 contains 38624 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 39391 members 
Mstep: Class 24 contains 4011 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 2571 members 
Mstep: Class 31 contains 2511 members 
Mstep: Class 32 contains 40954 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 3878 members 
Mstep: Class 35 contains 1230 members 
Mstep: Class 36 contains 37896 members 
Mstep: Class 37 contains 5197 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 1873 members 
Mstep: Class 41 contains 38523 members 
Mstep: Class 42 contains 1346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769288.000000 Penalty: 90129.382812
Iteration 85Q: 43 clusters Score -4.976929e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 4 contains 29901 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 21814 members 
Mstep: Class 7 contains 20426 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 1549 members 
Mstep: Class 11 contains 17720 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 31215 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 23390 members 
Mstep: Class 19 contains 48258 members 
Mstep: Class 20 contains 38627 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 39378 members 
Mstep: Class 24 contains 4034 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 3715 members 
Mstep: Class 30 contains 2703 members 
Mstep: Class 31 contains 2503 members 
Mstep: Class 32 contains 40944 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 3957 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 40797 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 789 members 
Mstep: Class 39 contains 1330 members 
Mstep: Class 40 contains 1868 members 
Mstep: Class 41 contains 38481 members 
Mstep: Class 42 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767608.000000 Penalty: 90129.382812
Iteration 86Q: 43 clusters Score -4.976761e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 8679 members 
Mstep: Class 4 contains 29894 members 
Mstep: Class 5 contains 17090 members 
Mstep: Class 6 contains 21836 members 
Mstep: Class 7 contains 20400 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 1549 members 
Mstep: Class 11 contains 17686 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 28347 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 10225 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 23351 members 
Mstep: Class 19 contains 48049 members 
Mstep: Class 20 contains 38622 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 39364 members 
Mstep: Class 24 contains 4054 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 4016 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 3740 members 
Mstep: Class 30 contains 2845 members 
Mstep: Class 31 contains 2496 members 
Mstep: Class 32 contains 40914 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4020 members 
Mstep: Class 35 contains 1251 members 
Mstep: Class 36 contains 43944 members 
Mstep: Class 37 contains 5045 members 
Mstep: Class 38 contains 781 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 1861 members 
Mstep: Class 41 contains 38419 members 
Mstep: Class 42 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49764052.000000 Penalty: 90129.382812
Iteration 87Q: 43 clusters Score -4.976405e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 8572 members 
Mstep: Class 4 contains 29892 members 
Mstep: Class 5 contains 17065 members 
Mstep: Class 6 contains 21876 members 
Mstep: Class 7 contains 20368 members 
Mstep: Class 8 contains 2915 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 1551 members 
Mstep: Class 11 contains 17634 members 
Mstep: Class 12 contains 1664 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 25944 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 10287 members 
Mstep: Class 17 contains 48400 members 
Mstep: Class 18 contains 23310 members 
Mstep: Class 19 contains 47914 members 
Mstep: Class 20 contains 38613 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 39344 members 
Mstep: Class 24 contains 4081 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 3748 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 40873 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4093 members 
Mstep: Class 35 contains 1258 members 
Mstep: Class 36 contains 46123 members 
Mstep: Class 37 contains 4979 members 
Mstep: Class 38 contains 772 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1862 members 
Mstep: Class 41 contains 38383 members 
Mstep: Class 42 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49761384.000000 Penalty: 90129.382812
Iteration 88Q: 43 clusters Score -4.976138e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 8484 members 
Mstep: Class 4 contains 29878 members 
Mstep: Class 5 contains 17034 members 
Mstep: Class 6 contains 21907 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 1551 members 
Mstep: Class 11 contains 17586 members 
Mstep: Class 12 contains 1682 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 24769 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 10354 members 
Mstep: Class 17 contains 48875 members 
Mstep: Class 18 contains 23260 members 
Mstep: Class 19 contains 47835 members 
Mstep: Class 20 contains 38595 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 39324 members 
Mstep: Class 24 contains 4121 members 
Mstep: Class 25 contains 1307 members 
Mstep: Class 26 contains 4065 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5785 members 
Mstep: Class 29 contains 3753 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 2490 members 
Mstep: Class 32 contains 40843 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4145 members 
Mstep: Class 35 contains 1266 members 
Mstep: Class 36 contains 46899 members 
Mstep: Class 37 contains 4906 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1371 members 
Mstep: Class 40 contains 1862 members 
Mstep: Class 41 contains 38334 members 
Mstep: Class 42 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760540.000000 Penalty: 90129.382812
Iteration 89Q: 43 clusters Score -4.976054e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 8398 members 
Mstep: Class 4 contains 29870 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 6 contains 21917 members 
Mstep: Class 7 contains 20322 members 
Mstep: Class 8 contains 2934 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17536 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 24400 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 10371 members 
Mstep: Class 17 contains 49214 members 
Mstep: Class 18 contains 23213 members 
Mstep: Class 19 contains 47798 members 
Mstep: Class 20 contains 38566 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 39302 members 
Mstep: Class 24 contains 4154 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5784 members 
Mstep: Class 29 contains 3750 members 
Mstep: Class 30 contains 3322 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 40814 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4211 members 
Mstep: Class 35 contains 1270 members 
Mstep: Class 36 contains 47006 members 
Mstep: Class 37 contains 4830 members 
Mstep: Class 38 contains 764 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 1870 members 
Mstep: Class 41 contains 38307 members 
Mstep: Class 42 contains 1408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760516.000000 Penalty: 90129.382812
Iteration 90Q: 43 clusters Score -4.976052e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 8303 members 
Mstep: Class 4 contains 29858 members 
Mstep: Class 5 contains 16973 members 
Mstep: Class 6 contains 21949 members 
Mstep: Class 7 contains 20292 members 
Mstep: Class 8 contains 2941 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 1554 members 
Mstep: Class 11 contains 17483 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 24590 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 49361 members 
Mstep: Class 18 contains 23197 members 
Mstep: Class 19 contains 47786 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 39282 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 4122 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 3747 members 
Mstep: Class 30 contains 3503 members 
Mstep: Class 31 contains 2461 members 
Mstep: Class 32 contains 40806 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4279 members 
Mstep: Class 35 contains 1276 members 
Mstep: Class 36 contains 46713 members 
Mstep: Class 37 contains 4748 members 
Mstep: Class 38 contains 755 members 
Mstep: Class 39 contains 1411 members 
Mstep: Class 40 contains 1878 members 
Mstep: Class 41 contains 38278 members 
Mstep: Class 42 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760748.000000 Penalty: 90129.382812
Iteration 91Q: 43 clusters Score -4.976075e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 8209 members 
Mstep: Class 4 contains 29848 members 
Mstep: Class 5 contains 16933 members 
Mstep: Class 6 contains 21989 members 
Mstep: Class 7 contains 20278 members 
Mstep: Class 8 contains 2953 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 1555 members 
Mstep: Class 11 contains 17450 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 25138 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 49425 members 
Mstep: Class 18 contains 23157 members 
Mstep: Class 19 contains 47795 members 
Mstep: Class 20 contains 38530 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 39273 members 
Mstep: Class 24 contains 4191 members 
Mstep: Class 25 contains 1312 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 3734 members 
Mstep: Class 30 contains 3640 members 
Mstep: Class 31 contains 2455 members 
Mstep: Class 32 contains 40794 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 1285 members 
Mstep: Class 36 contains 46150 members 
Mstep: Class 37 contains 4673 members 
Mstep: Class 38 contains 749 members 
Mstep: Class 39 contains 1423 members 
Mstep: Class 40 contains 1891 members 
Mstep: Class 41 contains 38256 members 
Mstep: Class 42 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49761600.000000 Penalty: 90129.382812
Iteration 92Q: 43 clusters Score -4.97616e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 8138 members 
Mstep: Class 4 contains 29832 members 
Mstep: Class 5 contains 16893 members 
Mstep: Class 6 contains 22007 members 
Mstep: Class 7 contains 20262 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 17396 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 25892 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 10267 members 
Mstep: Class 17 contains 49423 members 
Mstep: Class 18 contains 23138 members 
Mstep: Class 19 contains 47802 members 
Mstep: Class 20 contains 38510 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 39266 members 
Mstep: Class 24 contains 4202 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 4172 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5783 members 
Mstep: Class 29 contains 3736 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 2434 members 
Mstep: Class 32 contains 40790 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4387 members 
Mstep: Class 35 contains 1290 members 
Mstep: Class 36 contains 45446 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 1437 members 
Mstep: Class 40 contains 1895 members 
Mstep: Class 41 contains 38256 members 
Mstep: Class 42 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49762320.000000 Penalty: 90129.382812
Iteration 93Q: 43 clusters Score -4.976232e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 8061 members 
Mstep: Class 4 contains 29813 members 
Mstep: Class 5 contains 16849 members 
Mstep: Class 6 contains 22028 members 
Mstep: Class 7 contains 20246 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 17363 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 26807 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 16 contains 10208 members 
Mstep: Class 17 contains 49386 members 
Mstep: Class 18 contains 23091 members 
Mstep: Class 19 contains 47819 members 
Mstep: Class 20 contains 38495 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 39261 members 
Mstep: Class 24 contains 4208 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 4190 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5774 members 
Mstep: Class 29 contains 3761 members 
Mstep: Class 30 contains 3865 members 
Mstep: Class 31 contains 2421 members 
Mstep: Class 32 contains 40800 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4436 members 
Mstep: Class 35 contains 1294 members 
Mstep: Class 36 contains 44651 members 
Mstep: Class 37 contains 4564 members 
Mstep: Class 38 contains 732 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 1890 members 
Mstep: Class 41 contains 38245 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49763152.000000 Penalty: 90129.382812
Iteration 94Q: 43 clusters Score -4.976315e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 7995 members 
Mstep: Class 4 contains 29808 members 
Mstep: Class 5 contains 16810 members 
Mstep: Class 6 contains 22031 members 
Mstep: Class 7 contains 20228 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 17333 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 27818 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 16 contains 10134 members 
Mstep: Class 17 contains 49315 members 
Mstep: Class 18 contains 23066 members 
Mstep: Class 19 contains 47834 members 
Mstep: Class 20 contains 38489 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 1341 members 
Mstep: Class 26 contains 4206 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5772 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 3952 members 
Mstep: Class 31 contains 2409 members 
Mstep: Class 32 contains 40805 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4490 members 
Mstep: Class 35 contains 1295 members 
Mstep: Class 36 contains 43796 members 
Mstep: Class 37 contains 4514 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 1448 members 
Mstep: Class 40 contains 1881 members 
Mstep: Class 41 contains 38239 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49763952.000000 Penalty: 90129.382812
Iteration 95Q: 43 clusters Score -4.976395e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 16771 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 20216 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 1555 members 
Mstep: Class 11 contains 17307 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 28879 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 10058 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 23038 members 
Mstep: Class 19 contains 47838 members 
Mstep: Class 20 contains 38482 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 39253 members 
Mstep: Class 24 contains 4242 members 
Mstep: Class 25 contains 1355 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5768 members 
Mstep: Class 29 contains 3819 members 
Mstep: Class 30 contains 4020 members 
Mstep: Class 31 contains 2403 members 
Mstep: Class 32 contains 40818 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 1298 members 
Mstep: Class 36 contains 42897 members 
Mstep: Class 37 contains 4469 members 
Mstep: Class 38 contains 704 members 
Mstep: Class 39 contains 1463 members 
Mstep: Class 40 contains 1874 members 
Mstep: Class 41 contains 38243 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49764896.000000 Penalty: 90129.382812
Iteration 96Q: 43 clusters Score -4.97649e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 29794 members 
Mstep: Class 5 contains 16729 members 
Mstep: Class 6 contains 22052 members 
Mstep: Class 7 contains 20201 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 1555 members 
Mstep: Class 11 contains 17284 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 29937 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 9979 members 
Mstep: Class 17 contains 49141 members 
Mstep: Class 18 contains 23010 members 
Mstep: Class 19 contains 47850 members 
Mstep: Class 20 contains 38475 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 39253 members 
Mstep: Class 24 contains 4256 members 
Mstep: Class 25 contains 1364 members 
Mstep: Class 26 contains 4244 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5763 members 
Mstep: Class 29 contains 3856 members 
Mstep: Class 30 contains 4082 members 
Mstep: Class 31 contains 2403 members 
Mstep: Class 32 contains 40814 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4570 members 
Mstep: Class 35 contains 1301 members 
Mstep: Class 36 contains 42014 members 
Mstep: Class 37 contains 4430 members 
Mstep: Class 38 contains 690 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 1864 members 
Mstep: Class 41 contains 38240 members 
Mstep: Class 42 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765536.000000 Penalty: 90129.382812
Iteration 97Q: 43 clusters Score -4.976554e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 7809 members 
Mstep: Class 4 contains 29794 members 
Mstep: Class 5 contains 16700 members 
Mstep: Class 6 contains 22053 members 
Mstep: Class 7 contains 20190 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 1781 members 
Mstep: Class 10 contains 1555 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 31074 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 17 contains 49022 members 
Mstep: Class 18 contains 22995 members 
Mstep: Class 19 contains 47863 members 
Mstep: Class 20 contains 38478 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 39256 members 
Mstep: Class 24 contains 4277 members 
Mstep: Class 25 contains 1370 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5759 members 
Mstep: Class 29 contains 3880 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 2400 members 
Mstep: Class 32 contains 40807 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4603 members 
Mstep: Class 35 contains 1302 members 
Mstep: Class 36 contains 41071 members 
Mstep: Class 37 contains 4392 members 
Mstep: Class 38 contains 685 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 1857 members 
Mstep: Class 41 contains 38250 members 
Mstep: Class 42 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766320.000000 Penalty: 90129.382812
Iteration 98Q: 43 clusters Score -4.976632e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 29794 members 
Mstep: Class 5 contains 16672 members 
Mstep: Class 6 contains 22069 members 
Mstep: Class 7 contains 20180 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 1788 members 
Mstep: Class 10 contains 1554 members 
Mstep: Class 11 contains 17231 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 32169 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 9803 members 
Mstep: Class 17 contains 48926 members 
Mstep: Class 18 contains 22979 members 
Mstep: Class 19 contains 47865 members 
Mstep: Class 20 contains 38485 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 4295 members 
Mstep: Class 25 contains 1374 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5753 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 4157 members 
Mstep: Class 31 contains 2400 members 
Mstep: Class 32 contains 40812 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4635 members 
Mstep: Class 35 contains 1306 members 
Mstep: Class 36 contains 40158 members 
Mstep: Class 37 contains 4359 members 
Mstep: Class 38 contains 682 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 1847 members 
Mstep: Class 41 contains 38254 members 
Mstep: Class 42 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767360.000000 Penalty: 90129.382812
Iteration 99Q: 43 clusters Score -4.976736e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 29794 members 
Mstep: Class 5 contains 16640 members 
Mstep: Class 6 contains 22078 members 
Mstep: Class 7 contains 20173 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 1788 members 
Mstep: Class 10 contains 1554 members 
Mstep: Class 11 contains 17206 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 33218 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 48823 members 
Mstep: Class 18 contains 23011 members 
Mstep: Class 19 contains 47854 members 
Mstep: Class 20 contains 38490 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 39267 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 1376 members 
Mstep: Class 26 contains 4270 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5749 members 
Mstep: Class 29 contains 3938 members 
Mstep: Class 30 contains 4180 members 
Mstep: Class 31 contains 2400 members 
Mstep: Class 32 contains 40820 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 1306 members 
Mstep: Class 36 contains 39279 members 
Mstep: Class 37 contains 4322 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1483 members 
Mstep: Class 40 contains 1838 members 
Mstep: Class 41 contains 38258 members 
Mstep: Class 42 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768084.000000 Penalty: 90129.382812
Iteration 100F: 43 clusters Score -4.976808e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 7689 members 
Mstep: Class 4 contains 29795 members 
Mstep: Class 5 contains 16609 members 
Mstep: Class 6 contains 22086 members 
Mstep: Class 7 contains 20146 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 34414 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 48598 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 47839 members 
Mstep: Class 20 contains 38470 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 39268 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 1379 members 
Mstep: Class 26 contains 4272 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5746 members 
Mstep: Class 29 contains 3956 members 
Mstep: Class 30 contains 4315 members 
Mstep: Class 31 contains 2393 members 
Mstep: Class 32 contains 40817 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4674 members 
Mstep: Class 35 contains 1308 members 
Mstep: Class 36 contains 38394 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 1832 members 
Mstep: Class 41 contains 38256 members 
Mstep: Class 42 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768648.000000 Penalty: 90129.382812
Iteration 101Q: 43 clusters Score -4.976865e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 7649 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 16578 members 
Mstep: Class 6 contains 22091 members 
Mstep: Class 7 contains 20130 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 17163 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 35820 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9551 members 
Mstep: Class 17 contains 48414 members 
Mstep: Class 18 contains 23008 members 
Mstep: Class 19 contains 47815 members 
Mstep: Class 20 contains 38435 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 39265 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1381 members 
Mstep: Class 26 contains 4288 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5743 members 
Mstep: Class 29 contains 3983 members 
Mstep: Class 30 contains 4432 members 
Mstep: Class 31 contains 2395 members 
Mstep: Class 32 contains 40812 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 4710 members 
Mstep: Class 35 contains 1313 members 
Mstep: Class 36 contains 37275 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1494 members 
Mstep: Class 40 contains 1828 members 
Mstep: Class 41 contains 38243 members 
Mstep: Class 42 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770372.000000 Penalty: 90129.382812
Iteration 102Q: 43 clusters Score -4.977037e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 29795 members 
Mstep: Class 5 contains 16548 members 
Mstep: Class 6 contains 22098 members 
Mstep: Class 7 contains 20114 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 17145 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 37934 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 9446 members 
Mstep: Class 17 contains 48255 members 
Mstep: Class 18 contains 23022 members 
Mstep: Class 19 contains 47809 members 
Mstep: Class 20 contains 38406 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 4332 members 
Mstep: Class 25 contains 1381 members 
Mstep: Class 26 contains 4304 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5740 members 
Mstep: Class 29 contains 4008 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 2392 members 
Mstep: Class 32 contains 40819 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4738 members 
Mstep: Class 35 contains 1315 members 
Mstep: Class 36 contains 35409 members 
Mstep: Class 37 contains 4163 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1494 members 
Mstep: Class 40 contains 1826 members 
Mstep: Class 41 contains 38243 members 
Mstep: Class 42 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772008.000000 Penalty: 90129.382812
Iteration 103Q: 43 clusters Score -4.977201e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 16519 members 
Mstep: Class 6 contains 22108 members 
Mstep: Class 7 contains 20098 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17135 members 
Mstep: Class 12 contains 1759 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 40501 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 48184 members 
Mstep: Class 18 contains 23094 members 
Mstep: Class 19 contains 47932 members 
Mstep: Class 20 contains 38374 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 1382 members 
Mstep: Class 26 contains 4315 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5739 members 
Mstep: Class 29 contains 4029 members 
Mstep: Class 30 contains 4602 members 
Mstep: Class 31 contains 2388 members 
Mstep: Class 32 contains 40837 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4769 members 
Mstep: Class 35 contains 1318 members 
Mstep: Class 36 contains 32766 members 
Mstep: Class 37 contains 4121 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1498 members 
Mstep: Class 40 contains 1821 members 
Mstep: Class 41 contains 38247 members 
Mstep: Class 42 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770780.000000 Penalty: 90129.382812
Iteration 104Q: 43 clusters Score -4.977078e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 16494 members 
Mstep: Class 6 contains 22122 members 
Mstep: Class 7 contains 20087 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17148 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 42867 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 9303 members 
Mstep: Class 17 contains 48212 members 
Mstep: Class 18 contains 23285 members 
Mstep: Class 19 contains 48291 members 
Mstep: Class 20 contains 38339 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 39276 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 1382 members 
Mstep: Class 26 contains 4317 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5735 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 4663 members 
Mstep: Class 31 contains 2384 members 
Mstep: Class 32 contains 40865 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1320 members 
Mstep: Class 36 contains 29825 members 
Mstep: Class 37 contains 4092 members 
Mstep: Class 38 contains 681 members 
Mstep: Class 39 contains 1501 members 
Mstep: Class 40 contains 1818 members 
Mstep: Class 41 contains 38256 members 
Mstep: Class 42 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767856.000000 Penalty: 90129.382812
Iteration 105Q: 43 clusters Score -4.976786e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 7481 members 
Mstep: Class 4 contains 29792 members 
Mstep: Class 5 contains 16462 members 
Mstep: Class 6 contains 22147 members 
Mstep: Class 7 contains 20077 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17147 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 44183 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 16 contains 9297 members 
Mstep: Class 17 contains 48286 members 
Mstep: Class 18 contains 23614 members 
Mstep: Class 19 contains 48812 members 
Mstep: Class 20 contains 38317 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 39291 members 
Mstep: Class 24 contains 4342 members 
Mstep: Class 25 contains 1382 members 
Mstep: Class 26 contains 4325 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5733 members 
Mstep: Class 29 contains 4073 members 
Mstep: Class 30 contains 4720 members 
Mstep: Class 31 contains 2382 members 
Mstep: Class 32 contains 40892 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4813 members 
Mstep: Class 35 contains 1326 members 
Mstep: Class 36 contains 27573 members 
Mstep: Class 37 contains 4061 members 
Mstep: Class 38 contains 681 members 
Mstep: Class 39 contains 1504 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 38244 members 
Mstep: Class 42 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765692.000000 Penalty: 90129.382812
Iteration 106Q: 43 clusters Score -4.976569e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 7448 members 
Mstep: Class 4 contains 29785 members 
Mstep: Class 5 contains 16437 members 
Mstep: Class 6 contains 22170 members 
Mstep: Class 7 contains 20064 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17141 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 44161 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 9312 members 
Mstep: Class 17 contains 48452 members 
Mstep: Class 18 contains 23986 members 
Mstep: Class 19 contains 49252 members 
Mstep: Class 20 contains 38311 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 39307 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 4333 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 4084 members 
Mstep: Class 30 contains 4780 members 
Mstep: Class 31 contains 2387 members 
Mstep: Class 32 contains 40900 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4826 members 
Mstep: Class 35 contains 1329 members 
Mstep: Class 36 contains 26581 members 
Mstep: Class 37 contains 4034 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1507 members 
Mstep: Class 40 contains 1808 members 
Mstep: Class 41 contains 38228 members 
Mstep: Class 42 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49764764.000000 Penalty: 90129.382812
Iteration 107Q: 43 clusters Score -4.976476e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 29782 members 
Mstep: Class 5 contains 16410 members 
Mstep: Class 6 contains 22197 members 
Mstep: Class 7 contains 20053 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17121 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 43557 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 48598 members 
Mstep: Class 18 contains 24300 members 
Mstep: Class 19 contains 49498 members 
Mstep: Class 20 contains 38300 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 39307 members 
Mstep: Class 24 contains 4349 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 4344 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 4103 members 
Mstep: Class 30 contains 4839 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40905 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4830 members 
Mstep: Class 35 contains 1330 members 
Mstep: Class 36 contains 26452 members 
Mstep: Class 37 contains 4015 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1510 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 38215 members 
Mstep: Class 42 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765068.000000 Penalty: 90129.382812
Iteration 108Q: 43 clusters Score -4.976507e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 29775 members 
Mstep: Class 5 contains 16374 members 
Mstep: Class 6 contains 22212 members 
Mstep: Class 7 contains 20054 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17106 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 42776 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 9318 members 
Mstep: Class 17 contains 48626 members 
Mstep: Class 18 contains 24552 members 
Mstep: Class 19 contains 49609 members 
Mstep: Class 20 contains 38296 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39302 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 4354 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 4885 members 
Mstep: Class 31 contains 2392 members 
Mstep: Class 32 contains 40903 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4835 members 
Mstep: Class 35 contains 1331 members 
Mstep: Class 36 contains 26886 members 
Mstep: Class 37 contains 4005 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1515 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 38180 members 
Mstep: Class 42 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765796.000000 Penalty: 90129.382812
Iteration 109Q: 43 clusters Score -4.97658e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 29768 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 22232 members 
Mstep: Class 7 contains 20047 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17079 members 
Mstep: Class 12 contains 1696 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 41825 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 9307 members 
Mstep: Class 17 contains 48619 members 
Mstep: Class 18 contains 24729 members 
Mstep: Class 19 contains 49604 members 
Mstep: Class 20 contains 38295 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39294 members 
Mstep: Class 24 contains 4354 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4361 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 4154 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 2395 members 
Mstep: Class 32 contains 40908 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4841 members 
Mstep: Class 35 contains 1333 members 
Mstep: Class 36 contains 27709 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1517 members 
Mstep: Class 40 contains 1802 members 
Mstep: Class 41 contains 38164 members 
Mstep: Class 42 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766552.000000 Penalty: 90129.382812
Iteration 110Q: 43 clusters Score -4.976655e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 29763 members 
Mstep: Class 5 contains 16315 members 
Mstep: Class 6 contains 22253 members 
Mstep: Class 7 contains 20039 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 17050 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 40781 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 48577 members 
Mstep: Class 18 contains 24861 members 
Mstep: Class 19 contains 49540 members 
Mstep: Class 20 contains 38300 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 39285 members 
Mstep: Class 24 contains 4354 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4364 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 4167 members 
Mstep: Class 30 contains 4971 members 
Mstep: Class 31 contains 2397 members 
Mstep: Class 32 contains 40915 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4849 members 
Mstep: Class 35 contains 1336 members 
Mstep: Class 36 contains 28793 members 
Mstep: Class 37 contains 3978 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1519 members 
Mstep: Class 40 contains 1800 members 
Mstep: Class 41 contains 38142 members 
Mstep: Class 42 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767500.000000 Penalty: 90129.382812
Iteration 111Q: 43 clusters Score -4.97675e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 29757 members 
Mstep: Class 5 contains 16293 members 
Mstep: Class 6 contains 22264 members 
Mstep: Class 7 contains 20031 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1551 members 
Mstep: Class 11 contains 17038 members 
Mstep: Class 12 contains 1661 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 39783 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 9268 members 
Mstep: Class 17 contains 48545 members 
Mstep: Class 18 contains 24901 members 
Mstep: Class 19 contains 49412 members 
Mstep: Class 20 contains 38294 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39279 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4367 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 4186 members 
Mstep: Class 30 contains 5003 members 
Mstep: Class 31 contains 2396 members 
Mstep: Class 32 contains 40921 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4862 members 
Mstep: Class 35 contains 1342 members 
Mstep: Class 36 contains 29966 members 
Mstep: Class 37 contains 3967 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1520 members 
Mstep: Class 40 contains 1795 members 
Mstep: Class 41 contains 38117 members 
Mstep: Class 42 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768568.000000 Penalty: 90129.382812
Iteration 112Q: 43 clusters Score -4.976857e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 29754 members 
Mstep: Class 5 contains 16272 members 
Mstep: Class 6 contains 22276 members 
Mstep: Class 7 contains 20016 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1551 members 
Mstep: Class 11 contains 17025 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 38715 members 
Mstep: Class 15 contains 2230 members 
Mstep: Class 16 contains 9249 members 
Mstep: Class 17 contains 48436 members 
Mstep: Class 18 contains 24924 members 
Mstep: Class 19 contains 49260 members 
Mstep: Class 20 contains 38289 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39279 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4371 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 4194 members 
Mstep: Class 30 contains 5035 members 
Mstep: Class 31 contains 2396 members 
Mstep: Class 32 contains 40935 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4870 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 31317 members 
Mstep: Class 37 contains 3960 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1523 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 38100 members 
Mstep: Class 42 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769792.000000 Penalty: 90129.382812
Iteration 113Q: 43 clusters Score -4.976979e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 16254 members 
Mstep: Class 6 contains 22290 members 
Mstep: Class 7 contains 20008 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1551 members 
Mstep: Class 11 contains 17001 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 37646 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 48308 members 
Mstep: Class 18 contains 24925 members 
Mstep: Class 19 contains 49071 members 
Mstep: Class 20 contains 38282 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39270 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4377 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 4201 members 
Mstep: Class 30 contains 5069 members 
Mstep: Class 31 contains 2397 members 
Mstep: Class 32 contains 40948 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4880 members 
Mstep: Class 35 contains 1340 members 
Mstep: Class 36 contains 32746 members 
Mstep: Class 37 contains 3948 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1528 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 38080 members 
Mstep: Class 42 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770716.000000 Penalty: 90129.382812
Iteration 114Q: 43 clusters Score -4.977072e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7267 members 
Mstep: Class 4 contains 29763 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 22309 members 
Mstep: Class 7 contains 19999 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1551 members 
Mstep: Class 11 contains 16979 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 36666 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 48213 members 
Mstep: Class 18 contains 24880 members 
Mstep: Class 19 contains 48876 members 
Mstep: Class 20 contains 38281 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 4352 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 4212 members 
Mstep: Class 30 contains 5101 members 
Mstep: Class 31 contains 2393 members 
Mstep: Class 32 contains 40945 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4885 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 34133 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1531 members 
Mstep: Class 40 contains 1776 members 
Mstep: Class 41 contains 38055 members 
Mstep: Class 42 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771920.000000 Penalty: 90129.382812
Iteration 115Q: 43 clusters Score -4.977192e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7244 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 16220 members 
Mstep: Class 6 contains 22323 members 
Mstep: Class 7 contains 19991 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 35729 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 48108 members 
Mstep: Class 18 contains 24818 members 
Mstep: Class 19 contains 48665 members 
Mstep: Class 20 contains 38272 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4379 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 4225 members 
Mstep: Class 30 contains 5129 members 
Mstep: Class 31 contains 2394 members 
Mstep: Class 32 contains 40945 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4888 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 35511 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1532 members 
Mstep: Class 40 contains 1763 members 
Mstep: Class 41 contains 38033 members 
Mstep: Class 42 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773032.000000 Penalty: 90129.382812
Iteration 116Q: 43 clusters Score -4.977303e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 29757 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 22337 members 
Mstep: Class 7 contains 19988 members 
Mstep: Class 8 contains 3082 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16946 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 34344 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 9147 members 
Mstep: Class 17 contains 47907 members 
Mstep: Class 18 contains 24745 members 
Mstep: Class 19 contains 48468 members 
Mstep: Class 20 contains 38263 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 39255 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4381 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4241 members 
Mstep: Class 30 contains 5162 members 
Mstep: Class 31 contains 2392 members 
Mstep: Class 32 contains 40949 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4890 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 37433 members 
Mstep: Class 37 contains 3929 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1741 members 
Mstep: Class 41 contains 38006 members 
Mstep: Class 42 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774188.000000 Penalty: 90129.382812
Iteration 117Q: 43 clusters Score -4.977419e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 29757 members 
Mstep: Class 5 contains 16183 members 
Mstep: Class 6 contains 22342 members 
Mstep: Class 7 contains 19985 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 32723 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 47823 members 
Mstep: Class 18 contains 24680 members 
Mstep: Class 19 contains 48248 members 
Mstep: Class 20 contains 38260 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 39244 members 
Mstep: Class 24 contains 4351 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4382 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4248 members 
Mstep: Class 30 contains 5183 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40945 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4895 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 39487 members 
Mstep: Class 37 contains 3927 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1716 members 
Mstep: Class 41 contains 37983 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773288.000000 Penalty: 90129.382812
Iteration 118Q: 43 clusters Score -4.977329e+07 nChanged 4302
Entering ConstructFrom: 
Score: -49773288.000000 Penalty: 90129.382812
Entering ConstructFrom: 
Trying to split cluster 1 (7617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Entering Unmasked Estep 
Score: -702767.812500 Penalty: 1452.447388
	Iteration 0F: 2 clusters Score -702767.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -697092.250000 Penalty: 2904.894775
	Iteration 0F: 3 clusters Score -697092.2 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -698875.750000 Penalty: 2904.894775
	Iteration 1F: 3 clusters Score -698875.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -699205.937500 Penalty: 2904.894775
	Iteration 2F: 3 clusters Score -699205.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -699453.875000 Penalty: 2904.894775
	Iteration 3F: 3 clusters Score -699453.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -699651.187500 Penalty: 2904.894775
	Iteration 4Q: 3 clusters Score -699651.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -699851.125000 Penalty: 2904.894775
	Iteration 5Q: 3 clusters Score -699851.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -700073.062500 Penalty: 2904.894775
	Iteration 6Q: 3 clusters Score -700073.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -700334.375000 Penalty: 2904.894775
	Iteration 7Q: 3 clusters Score -700334.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -700667.812500 Penalty: 2904.894775
	Iteration 8Q: 3 clusters Score -700667.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -701074.000000 Penalty: 2904.894775
	Iteration 9F: 3 clusters Score -701074 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -701579.937500 Penalty: 2904.894775
	Iteration 10F: 3 clusters Score -701579.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -702064.312500 Penalty: 2904.894775
	Iteration 11F: 3 clusters Score -702064.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -702382.625000 Penalty: 2904.894775
	Iteration 12Q: 3 clusters Score -702382.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -702563.062500 Penalty: 2904.894775
	Iteration 13Q: 3 clusters Score -702563.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -702665.250000 Penalty: 2904.894775
	Iteration 14Q: 3 clusters Score -702665.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -702727.312500 Penalty: 2904.894775
	Iteration 15Q: 3 clusters Score -702727.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -702766.000000 Penalty: 2904.894775
	Iteration 16Q: 3 clusters Score -702766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -702788.187500 Penalty: 2904.894775
	Iteration 17Q: 3 clusters Score -702788.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -702807.687500 Penalty: 2904.894775
	Iteration 18Q: 3 clusters Score -702807.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -702817.750000 Penalty: 2904.894775
	Iteration 19Q: 3 clusters Score -702817.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -702825.812500 Penalty: 2904.894775
	Iteration 20F: 3 clusters Score -702825.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -702832.500000 Penalty: 2904.894775
	Iteration 21Q: 3 clusters Score -702832.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -702838.187500 Penalty: 2904.894775
	Iteration 22Q: 3 clusters Score -702838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -702840.437500 Penalty: 2904.894775
	Iteration 23Q: 3 clusters Score -702840.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -702841.250000 Penalty: 2904.894775
	Iteration 24Q: 3 clusters Score -702841.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -702842.312500 Penalty: 2904.894775
	Iteration 25Q: 3 clusters Score -702842.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -702845.625000 Penalty: 2904.894775
	Iteration 26Q: 3 clusters Score -702845.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -702846.812500 Penalty: 2904.894775
	Iteration 27Q: 3 clusters Score -702846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -702848.687500 Penalty: 2904.894775
	Iteration 28Q: 3 clusters Score -702848.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -702850.750000 Penalty: 2904.894775
	Iteration 29Q: 3 clusters Score -702850.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -702852.937500 Penalty: 2904.894775
	Iteration 30Q: 3 clusters Score -702852.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -702855.125000 Penalty: 2904.894775
	Iteration 31Q: 3 clusters Score -702855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -702853.937500 Penalty: 2904.894775
	Iteration 32Q: 3 clusters Score -702853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -702855.437500 Penalty: 2904.894775
	Iteration 33Q: 3 clusters Score -702855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -702856.937500 Penalty: 2904.894775
	Iteration 34Q: 3 clusters Score -702856.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -702858.625000 Penalty: 2904.894775
	Iteration 35Q: 3 clusters Score -702858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -702861.937500 Penalty: 2904.894775
	Iteration 36Q: 3 clusters Score -702861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -702861.250000 Penalty: 2904.894775
	Iteration 37Q: 3 clusters Score -702861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -702863.625000 Penalty: 2904.894775
	Iteration 38Q: 3 clusters Score -702863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -702864.187500 Penalty: 2904.894775
	Iteration 39Q: 3 clusters Score -702864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -702865.000000 Penalty: 2904.894775
	Iteration 40F: 3 clusters Score -702865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 22353 members 
Mstep: Class 7 contains 19984 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16906 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 30898 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 47862 members 
Mstep: Class 18 contains 24626 members 
Mstep: Class 19 contains 48076 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4383 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4259 members 
Mstep: Class 30 contains 5208 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40929 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4898 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 41522 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1696 members 
Mstep: Class 41 contains 37959 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 2770 members 
Entering Unmasked Estep 
Score: -49769100.000000 Penalty: 92275.320312
Splitting cluster 1 changes total score from -49773288.000000 to -49769100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -92553.898438 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -92553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -91117.078125 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -91117.08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -91641.148438 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -91641.15 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -91930.414062 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -91930.41 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -92135.796875 Penalty: 2302.917969
	Iteration 3F: 3 clusters Score -92135.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -92242.781250 Penalty: 2302.917969
	Iteration 4F: 3 clusters Score -92242.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -92323.125000 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -92323.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92368.679688 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -92368.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -92403.695312 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -92403.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -92432.289062 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -92432.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -92446.648438 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -92446.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -92448.289062 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -92448.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -92448.882812 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -92448.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -92448.882812 Penalty: 2302.917969
	Iteration 12F: 3 clusters Score -92448.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -669699.000000 Penalty: 1443.208130
	Iteration 0F: 2 clusters Score -669699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -664337.875000 Penalty: 2886.416260
	Iteration 0F: 3 clusters Score -664337.9 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -666072.125000 Penalty: 2886.416260
	Iteration 1F: 3 clusters Score -666072.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -666493.375000 Penalty: 2886.416260
	Iteration 2F: 3 clusters Score -666493.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -666911.812500 Penalty: 2886.416260
	Iteration 3F: 3 clusters Score -666911.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -667243.875000 Penalty: 2886.416260
	Iteration 4F: 3 clusters Score -667243.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -667575.250000 Penalty: 2886.416260
	Iteration 5F: 3 clusters Score -667575.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -667917.437500 Penalty: 2886.416260
	Iteration 6F: 3 clusters Score -667917.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -668301.000000 Penalty: 2886.416260
	Iteration 7F: 3 clusters Score -668301 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -668674.250000 Penalty: 2886.416260
	Iteration 8F: 3 clusters Score -668674.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -668991.750000 Penalty: 2886.416260
	Iteration 9Q: 3 clusters Score -668991.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -669208.312500 Penalty: 2886.416260
	Iteration 10Q: 3 clusters Score -669208.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -669386.500000 Penalty: 2886.416260
	Iteration 11Q: 3 clusters Score -669386.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -669535.812500 Penalty: 2886.416260
	Iteration 12Q: 3 clusters Score -669535.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -669630.437500 Penalty: 2886.416260
	Iteration 13Q: 3 clusters Score -669630.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -669696.187500 Penalty: 2886.416260
	Iteration 14Q: 3 clusters Score -669696.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -669736.125000 Penalty: 2886.416260
	Iteration 15Q: 3 clusters Score -669736.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -669756.312500 Penalty: 2886.416260
	Iteration 16Q: 3 clusters Score -669756.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -669760.687500 Penalty: 2886.416260
	Iteration 17Q: 3 clusters Score -669760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -669765.875000 Penalty: 2886.416260
	Iteration 18Q: 3 clusters Score -669765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -669766.250000 Penalty: 2886.416260
	Iteration 19Q: 3 clusters Score -669766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -669766.250000 Penalty: 2886.416260
	Iteration 20F: 3 clusters Score -669766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 22353 members 
Mstep: Class 7 contains 19984 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16906 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 30898 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 47862 members 
Mstep: Class 18 contains 24626 members 
Mstep: Class 19 contains 48076 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4383 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4259 members 
Mstep: Class 30 contains 5208 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40929 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4898 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 41522 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1696 members 
Mstep: Class 41 contains 37959 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 6412 members 
Entering Unmasked Estep 
Score: -49768844.000000 Penalty: 92275.320312
Splitting cluster 3 changes total score from -49773288.000000 to -49768844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Entering Unmasked Estep 
Score: -2863836.750000 Penalty: 1673.894165
	Iteration 0F: 2 clusters Score -2863837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2843716.500000 Penalty: 3347.788330
	Iteration 0F: 3 clusters Score -2843716 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2851174.250000 Penalty: 3347.788330
	Iteration 1F: 3 clusters Score -2851174 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2851637.750000 Penalty: 3347.788330
	Iteration 2Q: 3 clusters Score -2851638 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2852200.500000 Penalty: 3347.788330
	Iteration 3Q: 3 clusters Score -2852200 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2852957.000000 Penalty: 3347.788330
	Iteration 4F: 3 clusters Score -2852957 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2853949.250000 Penalty: 3347.788330
	Iteration 5F: 3 clusters Score -2853949 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2855041.750000 Penalty: 3347.788330
	Iteration 6F: 3 clusters Score -2855042 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2856135.750000 Penalty: 3347.788330
	Iteration 7F: 3 clusters Score -2856136 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2857144.500000 Penalty: 3347.788330
	Iteration 8F: 3 clusters Score -2857144 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2857990.750000 Penalty: 3347.788330
	Iteration 9Q: 3 clusters Score -2857991 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2858669.500000 Penalty: 3347.788330
	Iteration 10Q: 3 clusters Score -2858670 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2859169.000000 Penalty: 3347.788330
	Iteration 11Q: 3 clusters Score -2859169 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2859520.750000 Penalty: 3347.788330
	Iteration 12Q: 3 clusters Score -2859521 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2859741.500000 Penalty: 3347.788330
	Iteration 13Q: 3 clusters Score -2859742 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2859906.750000 Penalty: 3347.788330
	Iteration 14Q: 3 clusters Score -2859907 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2860048.250000 Penalty: 3347.788330
	Iteration 15Q: 3 clusters Score -2860048 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2860159.500000 Penalty: 3347.788330
	Iteration 16Q: 3 clusters Score -2860160 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2860291.750000 Penalty: 3347.788330
	Iteration 17Q: 3 clusters Score -2860292 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2860384.500000 Penalty: 3347.788330
	Iteration 18Q: 3 clusters Score -2860384 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2860472.000000 Penalty: 3347.788330
	Iteration 19Q: 3 clusters Score -2860472 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2860561.000000 Penalty: 3347.788330
	Iteration 20F: 3 clusters Score -2860561 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2860648.500000 Penalty: 3347.788330
	Iteration 21Q: 3 clusters Score -2860648 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2860716.250000 Penalty: 3347.788330
	Iteration 22Q: 3 clusters Score -2860716 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -2860791.250000 Penalty: 3347.788330
	Iteration 23Q: 3 clusters Score -2860791 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2860868.250000 Penalty: 3347.788330
	Iteration 24Q: 3 clusters Score -2860868 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2860960.500000 Penalty: 3347.788330
	Iteration 25Q: 3 clusters Score -2860960 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2861028.750000 Penalty: 3347.788330
	Iteration 26Q: 3 clusters Score -2861029 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2861087.500000 Penalty: 3347.788330
	Iteration 27Q: 3 clusters Score -2861088 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2861162.750000 Penalty: 3347.788330
	Iteration 28Q: 3 clusters Score -2861163 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2861235.250000 Penalty: 3347.788330
	Iteration 29Q: 3 clusters Score -2861235 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2861324.250000 Penalty: 3347.788330
	Iteration 30Q: 3 clusters Score -2861324 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2861407.250000 Penalty: 3347.788330
	Iteration 31Q: 3 clusters Score -2861407 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -2861526.500000 Penalty: 3347.788330
	Iteration 32Q: 3 clusters Score -2861526 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2861636.000000 Penalty: 3347.788330
	Iteration 33Q: 3 clusters Score -2861636 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2861764.250000 Penalty: 3347.788330
	Iteration 34Q: 3 clusters Score -2861764 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2861857.250000 Penalty: 3347.788330
	Iteration 35Q: 3 clusters Score -2861857 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2861951.250000 Penalty: 3347.788330
	Iteration 36Q: 3 clusters Score -2861951 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2862022.250000 Penalty: 3347.788330
	Iteration 37Q: 3 clusters Score -2862022 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2862074.500000 Penalty: 3347.788330
	Iteration 38Q: 3 clusters Score -2862074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -2862114.500000 Penalty: 3347.788330
	Iteration 39Q: 3 clusters Score -2862114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2862164.750000 Penalty: 3347.788330
	Iteration 40F: 3 clusters Score -2862165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2862207.000000 Penalty: 3347.788330
	Iteration 41Q: 3 clusters Score -2862207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -2862240.000000 Penalty: 3347.788330
	Iteration 42Q: 3 clusters Score -2862240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -2862286.500000 Penalty: 3347.788330
	Iteration 43Q: 3 clusters Score -2862286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2862307.000000 Penalty: 3347.788330
	Iteration 44Q: 3 clusters Score -2862307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2862325.000000 Penalty: 3347.788330
	Iteration 45Q: 3 clusters Score -2862325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2862336.500000 Penalty: 3347.788330
	Iteration 46Q: 3 clusters Score -2862336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -2862339.250000 Penalty: 3347.788330
	Iteration 47Q: 3 clusters Score -2862339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2862359.500000 Penalty: 3347.788330
	Iteration 48Q: 3 clusters Score -2862360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -2862362.000000 Penalty: 3347.788330
	Iteration 49Q: 3 clusters Score -2862362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -2862358.500000 Penalty: 3347.788330
	Iteration 50Q: 3 clusters Score -2862358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -2862364.000000 Penalty: 3347.788330
	Iteration 51Q: 3 clusters Score -2862364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -2862373.750000 Penalty: 3347.788330
	Iteration 52Q: 3 clusters Score -2862374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -2862382.000000 Penalty: 3347.788330
	Iteration 53Q: 3 clusters Score -2862382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2862398.000000 Penalty: 3347.788330
	Iteration 54Q: 3 clusters Score -2862398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -2862395.500000 Penalty: 3347.788330
	Iteration 55Q: 3 clusters Score -2862396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -2862401.000000 Penalty: 3347.788330
	Iteration 56Q: 3 clusters Score -2862401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -2862410.750000 Penalty: 3347.788330
	Iteration 57Q: 3 clusters Score -2862411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -2862415.750000 Penalty: 3347.788330
	Iteration 58Q: 3 clusters Score -2862416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -2862418.750000 Penalty: 3347.788330
	Iteration 59Q: 3 clusters Score -2862419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -2862421.750000 Penalty: 3347.788330
	Iteration 60F: 3 clusters Score -2862422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -2862437.250000 Penalty: 3347.788330
	Iteration 61Q: 3 clusters Score -2862437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -2862444.250000 Penalty: 3347.788330
	Iteration 62Q: 3 clusters Score -2862444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -2862453.000000 Penalty: 3347.788330
	Iteration 63Q: 3 clusters Score -2862453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -2862463.250000 Penalty: 3347.788330
	Iteration 64Q: 3 clusters Score -2862463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -2862465.500000 Penalty: 3347.788330
	Iteration 65Q: 3 clusters Score -2862466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2862467.750000 Penalty: 3347.788330
	Iteration 66Q: 3 clusters Score -2862468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -2862464.000000 Penalty: 3347.788330
	Iteration 67Q: 3 clusters Score -2862464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -2862463.500000 Penalty: 3347.788330
	Iteration 68Q: 3 clusters Score -2862464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -2862464.000000 Penalty: 3347.788330
	Iteration 69Q: 3 clusters Score -2862464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -2862465.750000 Penalty: 3347.788330
	Iteration 70Q: 3 clusters Score -2862466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -2862469.750000 Penalty: 3347.788330
	Iteration 71Q: 3 clusters Score -2862470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -2862473.500000 Penalty: 3347.788330
	Iteration 72Q: 3 clusters Score -2862474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -2862471.250000 Penalty: 3347.788330
	Iteration 73Q: 3 clusters Score -2862471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -2862470.750000 Penalty: 3347.788330
	Iteration 74Q: 3 clusters Score -2862471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2862469.750000 Penalty: 3347.788330
	Iteration 75Q: 3 clusters Score -2862470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2862470.750000 Penalty: 3347.788330
	Iteration 76Q: 3 clusters Score -2862471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2862470.750000 Penalty: 3347.788330
	Iteration 77F: 3 clusters Score -2862471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Entering Unmasked Estep 
Score: -1515933.875000 Penalty: 1574.773438
	Iteration 0F: 2 clusters Score -1515934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1504918.250000 Penalty: 3149.546875
	Iteration 0F: 3 clusters Score -1504918 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1509009.000000 Penalty: 3149.546875
	Iteration 1F: 3 clusters Score -1509009 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1509696.125000 Penalty: 3149.546875
	Iteration 2F: 3 clusters Score -1509696 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1510462.375000 Penalty: 3149.546875
	Iteration 3F: 3 clusters Score -1510462 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1511257.500000 Penalty: 3149.546875
	Iteration 4F: 3 clusters Score -1511258 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1512106.875000 Penalty: 3149.546875
	Iteration 5F: 3 clusters Score -1512107 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1513028.250000 Penalty: 3149.546875
	Iteration 6F: 3 clusters Score -1513028 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1514112.750000 Penalty: 3149.546875
	Iteration 7F: 3 clusters Score -1514113 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1515224.500000 Penalty: 3149.546875
	Iteration 8F: 3 clusters Score -1515224 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1516056.375000 Penalty: 3149.546875
	Iteration 9F: 3 clusters Score -1516056 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1516466.250000 Penalty: 3149.546875
	Iteration 10Q: 3 clusters Score -1516466 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1516663.625000 Penalty: 3149.546875
	Iteration 11Q: 3 clusters Score -1516664 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1516774.875000 Penalty: 3149.546875
	Iteration 12Q: 3 clusters Score -1516775 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1516833.625000 Penalty: 3149.546875
	Iteration 13Q: 3 clusters Score -1516834 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1516866.375000 Penalty: 3149.546875
	Iteration 14Q: 3 clusters Score -1516866 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1516889.250000 Penalty: 3149.546875
	Iteration 15Q: 3 clusters Score -1516889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1516903.000000 Penalty: 3149.546875
	Iteration 16Q: 3 clusters Score -1516903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1516911.750000 Penalty: 3149.546875
	Iteration 17Q: 3 clusters Score -1516912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1516916.750000 Penalty: 3149.546875
	Iteration 18Q: 3 clusters Score -1516917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1516920.375000 Penalty: 3149.546875
	Iteration 19Q: 3 clusters Score -1516920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1516921.875000 Penalty: 3149.546875
	Iteration 20F: 3 clusters Score -1516922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1516927.875000 Penalty: 3149.546875
	Iteration 21Q: 3 clusters Score -1516928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1516929.250000 Penalty: 3149.546875
	Iteration 22Q: 3 clusters Score -1516929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1516934.000000 Penalty: 3149.546875
	Iteration 23Q: 3 clusters Score -1516934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1516934.375000 Penalty: 3149.546875
	Iteration 24Q: 3 clusters Score -1516934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1516936.625000 Penalty: 3149.546875
	Iteration 25Q: 3 clusters Score -1516937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1516937.500000 Penalty: 3149.546875
	Iteration 26Q: 3 clusters Score -1516938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1516935.750000 Penalty: 3149.546875
	Iteration 27Q: 3 clusters Score -1516936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1516932.625000 Penalty: 3149.546875
	Iteration 28Q: 3 clusters Score -1516933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1516933.250000 Penalty: 3149.546875
	Iteration 29Q: 3 clusters Score -1516933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1516934.625000 Penalty: 3149.546875
	Iteration 30Q: 3 clusters Score -1516935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1516933.250000 Penalty: 3149.546875
	Iteration 31Q: 3 clusters Score -1516933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1516933.125000 Penalty: 3149.546875
	Iteration 32Q: 3 clusters Score -1516933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1516932.125000 Penalty: 3149.546875
	Iteration 33Q: 3 clusters Score -1516932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1516932.125000 Penalty: 3149.546875
	Iteration 34F: 3 clusters Score -1516932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 8166 members 
Mstep: Class 6 contains 22353 members 
Mstep: Class 7 contains 19984 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16906 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 30898 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 47862 members 
Mstep: Class 18 contains 24626 members 
Mstep: Class 19 contains 48076 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4383 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4259 members 
Mstep: Class 30 contains 5208 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40929 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4898 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 41522 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1696 members 
Mstep: Class 41 contains 37959 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 8004 members 
Entering Unmasked Estep 
Score: -49770008.000000 Penalty: 92275.320312
Splitting cluster 5 changes total score from -49773288.000000 to -49770008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (22353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Entering Unmasked Estep 
Score: -2111153.750000 Penalty: 1627.391357
	Iteration 0F: 2 clusters Score -2111154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2096031.125000 Penalty: 3254.782715
	Iteration 0F: 3 clusters Score -2096031 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2101423.250000 Penalty: 3254.782715
	Iteration 1F: 3 clusters Score -2101423 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2101668.500000 Penalty: 3254.782715
	Iteration 2Q: 3 clusters Score -2101668 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2101862.250000 Penalty: 3254.782715
	Iteration 3Q: 3 clusters Score -2101862 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2102017.750000 Penalty: 3254.782715
	Iteration 4Q: 3 clusters Score -2102018 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2102165.500000 Penalty: 3254.782715
	Iteration 5Q: 3 clusters Score -2102166 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2102271.750000 Penalty: 3254.782715
	Iteration 6Q: 3 clusters Score -2102272 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2102374.500000 Penalty: 3254.782715
	Iteration 7Q: 3 clusters Score -2102374 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2102470.250000 Penalty: 3254.782715
	Iteration 8Q: 3 clusters Score -2102470 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2102565.000000 Penalty: 3254.782715
	Iteration 9Q: 3 clusters Score -2102565 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2102650.500000 Penalty: 3254.782715
	Iteration 10Q: 3 clusters Score -2102650 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2102744.250000 Penalty: 3254.782715
	Iteration 11Q: 3 clusters Score -2102744 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2102858.500000 Penalty: 3254.782715
	Iteration 12Q: 3 clusters Score -2102858 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2102995.750000 Penalty: 3254.782715
	Iteration 13Q: 3 clusters Score -2102996 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2103179.000000 Penalty: 3254.782715
	Iteration 14Q: 3 clusters Score -2103179 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2103407.500000 Penalty: 3254.782715
	Iteration 15Q: 3 clusters Score -2103408 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2103769.000000 Penalty: 3254.782715
	Iteration 16Q: 3 clusters Score -2103769 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2104299.000000 Penalty: 3254.782715
	Iteration 17Q: 3 clusters Score -2104299 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2104993.000000 Penalty: 3254.782715
	Iteration 18Q: 3 clusters Score -2104993 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2105826.500000 Penalty: 3254.782715
	Iteration 19F: 3 clusters Score -2105826 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2106646.750000 Penalty: 3254.782715
	Iteration 20F: 3 clusters Score -2106647 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2107333.750000 Penalty: 3254.782715
	Iteration 21Q: 3 clusters Score -2107334 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2107908.750000 Penalty: 3254.782715
	Iteration 22Q: 3 clusters Score -2107909 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2108368.250000 Penalty: 3254.782715
	Iteration 23Q: 3 clusters Score -2108368 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2108756.750000 Penalty: 3254.782715
	Iteration 24Q: 3 clusters Score -2108757 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2109045.000000 Penalty: 3254.782715
	Iteration 25Q: 3 clusters Score -2109045 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2109274.750000 Penalty: 3254.782715
	Iteration 26Q: 3 clusters Score -2109275 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2109427.000000 Penalty: 3254.782715
	Iteration 27Q: 3 clusters Score -2109427 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2109537.250000 Penalty: 3254.782715
	Iteration 28Q: 3 clusters Score -2109537 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2109599.250000 Penalty: 3254.782715
	Iteration 29Q: 3 clusters Score -2109599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2109630.750000 Penalty: 3254.782715
	Iteration 30Q: 3 clusters Score -2109631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2109656.250000 Penalty: 3254.782715
	Iteration 31Q: 3 clusters Score -2109656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2109680.500000 Penalty: 3254.782715
	Iteration 32Q: 3 clusters Score -2109680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2109699.750000 Penalty: 3254.782715
	Iteration 33Q: 3 clusters Score -2109700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2109708.500000 Penalty: 3254.782715
	Iteration 34Q: 3 clusters Score -2109708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2109712.250000 Penalty: 3254.782715
	Iteration 35Q: 3 clusters Score -2109712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2109720.250000 Penalty: 3254.782715
	Iteration 36Q: 3 clusters Score -2109720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2109728.750000 Penalty: 3254.782715
	Iteration 37Q: 3 clusters Score -2109729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2109741.750000 Penalty: 3254.782715
	Iteration 38Q: 3 clusters Score -2109742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2109752.000000 Penalty: 3254.782715
	Iteration 39Q: 3 clusters Score -2109752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2109754.250000 Penalty: 3254.782715
	Iteration 40F: 3 clusters Score -2109754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2109764.000000 Penalty: 3254.782715
	Iteration 41Q: 3 clusters Score -2109764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2109763.250000 Penalty: 3254.782715
	Iteration 42Q: 3 clusters Score -2109763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2109763.250000 Penalty: 3254.782715
	Iteration 43F: 3 clusters Score -2109763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Entering Unmasked Estep 
Score: -1855813.875000 Penalty: 1609.186646
	Iteration 0F: 2 clusters Score -1855814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1842292.500000 Penalty: 3218.373291
	Iteration 0F: 3 clusters Score -1842292 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1847237.500000 Penalty: 3218.373291
	Iteration 1F: 3 clusters Score -1847238 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1847705.000000 Penalty: 3218.373291
	Iteration 2F: 3 clusters Score -1847705 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1848246.000000 Penalty: 3218.373291
	Iteration 3F: 3 clusters Score -1848246 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1848897.000000 Penalty: 3218.373291
	Iteration 4F: 3 clusters Score -1848897 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1849781.125000 Penalty: 3218.373291
	Iteration 5F: 3 clusters Score -1849781 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1850841.250000 Penalty: 3218.373291
	Iteration 6F: 3 clusters Score -1850841 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1851902.500000 Penalty: 3218.373291
	Iteration 7F: 3 clusters Score -1851902 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1852833.250000 Penalty: 3218.373291
	Iteration 8F: 3 clusters Score -1852833 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1853571.500000 Penalty: 3218.373291
	Iteration 9Q: 3 clusters Score -1853572 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1854024.250000 Penalty: 3218.373291
	Iteration 10Q: 3 clusters Score -1854024 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1854258.000000 Penalty: 3218.373291
	Iteration 11Q: 3 clusters Score -1854258 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1854397.375000 Penalty: 3218.373291
	Iteration 12Q: 3 clusters Score -1854397 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1854451.625000 Penalty: 3218.373291
	Iteration 13Q: 3 clusters Score -1854452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1854506.375000 Penalty: 3218.373291
	Iteration 14Q: 3 clusters Score -1854506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1854541.875000 Penalty: 3218.373291
	Iteration 15Q: 3 clusters Score -1854542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1854564.750000 Penalty: 3218.373291
	Iteration 16Q: 3 clusters Score -1854565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1854578.000000 Penalty: 3218.373291
	Iteration 17Q: 3 clusters Score -1854578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1854586.875000 Penalty: 3218.373291
	Iteration 18Q: 3 clusters Score -1854587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1854588.875000 Penalty: 3218.373291
	Iteration 19Q: 3 clusters Score -1854589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1854589.375000 Penalty: 3218.373291
	Iteration 20F: 3 clusters Score -1854589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1854589.875000 Penalty: 3218.373291
	Iteration 21Q: 3 clusters Score -1854590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1854594.500000 Penalty: 3218.373291
	Iteration 22Q: 3 clusters Score -1854594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1854596.000000 Penalty: 3218.373291
	Iteration 23Q: 3 clusters Score -1854596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1854594.375000 Penalty: 3218.373291
	Iteration 24Q: 3 clusters Score -1854594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1854596.250000 Penalty: 3218.373291
	Iteration 25Q: 3 clusters Score -1854596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1854596.875000 Penalty: 3218.373291
	Iteration 26Q: 3 clusters Score -1854597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1854597.750000 Penalty: 3218.373291
	Iteration 27Q: 3 clusters Score -1854598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1854597.750000 Penalty: 3218.373291
	Iteration 28F: 3 clusters Score -1854598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -286327.468750 Penalty: 1306.729614
	Iteration 0F: 2 clusters Score -286327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -283512.218750 Penalty: 2613.459229
	Iteration 0F: 3 clusters Score -283512.2 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -284290.156250 Penalty: 2613.459229
	Iteration 1F: 3 clusters Score -284290.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -284638.968750 Penalty: 2613.459229
	Iteration 2F: 3 clusters Score -284639 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -284910.125000 Penalty: 2613.459229
	Iteration 3F: 3 clusters Score -284910.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285093.531250 Penalty: 2613.459229
	Iteration 4F: 3 clusters Score -285093.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -285258.625000 Penalty: 2613.459229
	Iteration 5F: 3 clusters Score -285258.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -285402.281250 Penalty: 2613.459229
	Iteration 6Q: 3 clusters Score -285402.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -285499.093750 Penalty: 2613.459229
	Iteration 7Q: 3 clusters Score -285499.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -285575.093750 Penalty: 2613.459229
	Iteration 8Q: 3 clusters Score -285575.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -285612.406250 Penalty: 2613.459229
	Iteration 9Q: 3 clusters Score -285612.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -285636.843750 Penalty: 2613.459229
	Iteration 10Q: 3 clusters Score -285636.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -285649.375000 Penalty: 2613.459229
	Iteration 11Q: 3 clusters Score -285649.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -285656.437500 Penalty: 2613.459229
	Iteration 12Q: 3 clusters Score -285656.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -285663.468750 Penalty: 2613.459229
	Iteration 13Q: 3 clusters Score -285663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -285667.437500 Penalty: 2613.459229
	Iteration 14Q: 3 clusters Score -285667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -285669.343750 Penalty: 2613.459229
	Iteration 15Q: 3 clusters Score -285669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -285670.906250 Penalty: 2613.459229
	Iteration 16Q: 3 clusters Score -285670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -285671.093750 Penalty: 2613.459229
	Iteration 17Q: 3 clusters Score -285671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -285672.187500 Penalty: 2613.459229
	Iteration 18Q: 3 clusters Score -285672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -285672.843750 Penalty: 2613.459229
	Iteration 19Q: 3 clusters Score -285672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -285673.656250 Penalty: 2613.459229
	Iteration 20F: 3 clusters Score -285673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -161645.968750 Penalty: 1217.935181
	Iteration 0F: 2 clusters Score -161646 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 913 members 
Entering Unmasked Estep 
Score: -159693.906250 Penalty: 2435.870361
	Iteration 0F: 3 clusters Score -159693.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -160069.281250 Penalty: 2435.870361
	Iteration 1F: 3 clusters Score -160069.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160162.796875 Penalty: 2435.870361
	Iteration 2F: 3 clusters Score -160162.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160213.468750 Penalty: 2435.870361
	Iteration 3Q: 3 clusters Score -160213.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -160250.781250 Penalty: 2435.870361
	Iteration 4Q: 3 clusters Score -160250.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -160280.984375 Penalty: 2435.870361
	Iteration 5Q: 3 clusters Score -160281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -160302.609375 Penalty: 2435.870361
	Iteration 6Q: 3 clusters Score -160302.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -160327.328125 Penalty: 2435.870361
	Iteration 7Q: 3 clusters Score -160327.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -160339.921875 Penalty: 2435.870361
	Iteration 8Q: 3 clusters Score -160339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -160355.109375 Penalty: 2435.870361
	Iteration 9Q: 3 clusters Score -160355.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -160366.437500 Penalty: 2435.870361
	Iteration 10Q: 3 clusters Score -160366.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160372.671875 Penalty: 2435.870361
	Iteration 11Q: 3 clusters Score -160372.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -160385.203125 Penalty: 2435.870361
	Iteration 12Q: 3 clusters Score -160385.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -160395.703125 Penalty: 2435.870361
	Iteration 13Q: 3 clusters Score -160395.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -160403.578125 Penalty: 2435.870361
	Iteration 14Q: 3 clusters Score -160403.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -160414.453125 Penalty: 2435.870361
	Iteration 15Q: 3 clusters Score -160414.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -160426.453125 Penalty: 2435.870361
	Iteration 16Q: 3 clusters Score -160426.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -160446.406250 Penalty: 2435.870361
	Iteration 17Q: 3 clusters Score -160446.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -160459.359375 Penalty: 2435.870361
	Iteration 18Q: 3 clusters Score -160459.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -160475.203125 Penalty: 2435.870361
	Iteration 19Q: 3 clusters Score -160475.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -160487.500000 Penalty: 2435.870361
	Iteration 20F: 3 clusters Score -160487.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -160500.296875 Penalty: 2435.870361
	Iteration 21Q: 3 clusters Score -160500.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -160513.812500 Penalty: 2435.870361
	Iteration 22Q: 3 clusters Score -160513.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -160525.734375 Penalty: 2435.870361
	Iteration 23Q: 3 clusters Score -160525.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -160533.906250 Penalty: 2435.870361
	Iteration 24Q: 3 clusters Score -160533.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -160543.609375 Penalty: 2435.870361
	Iteration 25Q: 3 clusters Score -160543.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -160549.843750 Penalty: 2435.870361
	Iteration 26Q: 3 clusters Score -160549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160552.671875 Penalty: 2435.870361
	Iteration 27Q: 3 clusters Score -160552.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -160557.546875 Penalty: 2435.870361
	Iteration 28Q: 3 clusters Score -160557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160560.968750 Penalty: 2435.870361
	Iteration 29Q: 3 clusters Score -160561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160564.250000 Penalty: 2435.870361
	Iteration 30Q: 3 clusters Score -160564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -160566.765625 Penalty: 2435.870361
	Iteration 31Q: 3 clusters Score -160566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -160568.593750 Penalty: 2435.870361
	Iteration 32Q: 3 clusters Score -160568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -160569.125000 Penalty: 2435.870361
	Iteration 33Q: 3 clusters Score -160569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -160569.328125 Penalty: 2435.870361
	Iteration 34Q: 3 clusters Score -160569.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -160569.328125 Penalty: 2435.870361
	Iteration 35F: 3 clusters Score -160569.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -141155.718750 Penalty: 1193.936157
	Iteration 0F: 2 clusters Score -141155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139358.640625 Penalty: 2387.872314
	Iteration 0F: 3 clusters Score -139358.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -139700.703125 Penalty: 2387.872314
	Iteration 1F: 3 clusters Score -139700.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -139796.484375 Penalty: 2387.872314
	Iteration 2F: 3 clusters Score -139796.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -139843.937500 Penalty: 2387.872314
	Iteration 3Q: 3 clusters Score -139843.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -139876.812500 Penalty: 2387.872314
	Iteration 4Q: 3 clusters Score -139876.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -139895.656250 Penalty: 2387.872314
	Iteration 5Q: 3 clusters Score -139895.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -139914.437500 Penalty: 2387.872314
	Iteration 6Q: 3 clusters Score -139914.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -139927.640625 Penalty: 2387.872314
	Iteration 7Q: 3 clusters Score -139927.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -139934.781250 Penalty: 2387.872314
	Iteration 8Q: 3 clusters Score -139934.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -139940.031250 Penalty: 2387.872314
	Iteration 9Q: 3 clusters Score -139940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -139947.671875 Penalty: 2387.872314
	Iteration 10Q: 3 clusters Score -139947.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -139953.093750 Penalty: 2387.872314
	Iteration 11Q: 3 clusters Score -139953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -139956.281250 Penalty: 2387.872314
	Iteration 12Q: 3 clusters Score -139956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -139959.859375 Penalty: 2387.872314
	Iteration 13Q: 3 clusters Score -139959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -139960.281250 Penalty: 2387.872314
	Iteration 14Q: 3 clusters Score -139960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -139960.281250 Penalty: 2387.872314
	Iteration 15F: 3 clusters Score -139960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Entering Unmasked Estep 
Score: -1622818.750000 Penalty: 1582.006348
	Iteration 0F: 2 clusters Score -1622819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1611255.375000 Penalty: 3164.012695
	Iteration 0F: 3 clusters Score -1611255 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1615185.750000 Penalty: 3164.012695
	Iteration 1F: 3 clusters Score -1615186 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1615465.500000 Penalty: 3164.012695
	Iteration 2Q: 3 clusters Score -1615466 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1615714.625000 Penalty: 3164.012695
	Iteration 3Q: 3 clusters Score -1615715 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1615980.500000 Penalty: 3164.012695
	Iteration 4Q: 3 clusters Score -1615980 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1616255.000000 Penalty: 3164.012695
	Iteration 5Q: 3 clusters Score -1616255 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1616576.875000 Penalty: 3164.012695
	Iteration 6Q: 3 clusters Score -1616577 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1617034.875000 Penalty: 3164.012695
	Iteration 7Q: 3 clusters Score -1617035 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1617637.000000 Penalty: 3164.012695
	Iteration 8Q: 3 clusters Score -1617637 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1618301.250000 Penalty: 3164.012695
	Iteration 9F: 3 clusters Score -1618301 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1618960.375000 Penalty: 3164.012695
	Iteration 10F: 3 clusters Score -1618960 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1619491.750000 Penalty: 3164.012695
	Iteration 11Q: 3 clusters Score -1619492 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1619904.375000 Penalty: 3164.012695
	Iteration 12Q: 3 clusters Score -1619904 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1620233.000000 Penalty: 3164.012695
	Iteration 13Q: 3 clusters Score -1620233 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1620507.625000 Penalty: 3164.012695
	Iteration 14Q: 3 clusters Score -1620508 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1620720.625000 Penalty: 3164.012695
	Iteration 15Q: 3 clusters Score -1620721 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1620883.500000 Penalty: 3164.012695
	Iteration 16Q: 3 clusters Score -1620884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1620997.125000 Penalty: 3164.012695
	Iteration 17Q: 3 clusters Score -1620997 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1621079.625000 Penalty: 3164.012695
	Iteration 18Q: 3 clusters Score -1621080 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1621162.625000 Penalty: 3164.012695
	Iteration 19Q: 3 clusters Score -1621163 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1621225.625000 Penalty: 3164.012695
	Iteration 20F: 3 clusters Score -1621226 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1621279.250000 Penalty: 3164.012695
	Iteration 21Q: 3 clusters Score -1621279 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1621313.875000 Penalty: 3164.012695
	Iteration 22Q: 3 clusters Score -1621314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1621345.625000 Penalty: 3164.012695
	Iteration 23Q: 3 clusters Score -1621346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1621378.250000 Penalty: 3164.012695
	Iteration 24Q: 3 clusters Score -1621378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1621406.375000 Penalty: 3164.012695
	Iteration 25Q: 3 clusters Score -1621406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1621432.125000 Penalty: 3164.012695
	Iteration 26Q: 3 clusters Score -1621432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1621448.875000 Penalty: 3164.012695
	Iteration 27Q: 3 clusters Score -1621449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1621466.250000 Penalty: 3164.012695
	Iteration 28Q: 3 clusters Score -1621466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1621477.125000 Penalty: 3164.012695
	Iteration 29Q: 3 clusters Score -1621477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1621486.625000 Penalty: 3164.012695
	Iteration 30Q: 3 clusters Score -1621487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1621496.500000 Penalty: 3164.012695
	Iteration 31Q: 3 clusters Score -1621496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1621504.500000 Penalty: 3164.012695
	Iteration 32Q: 3 clusters Score -1621504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1621512.000000 Penalty: 3164.012695
	Iteration 33Q: 3 clusters Score -1621512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1621515.375000 Penalty: 3164.012695
	Iteration 34Q: 3 clusters Score -1621515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1621517.500000 Penalty: 3164.012695
	Iteration 35Q: 3 clusters Score -1621518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1621519.500000 Penalty: 3164.012695
	Iteration 36Q: 3 clusters Score -1621520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1621524.750000 Penalty: 3164.012695
	Iteration 37Q: 3 clusters Score -1621525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1621530.000000 Penalty: 3164.012695
	Iteration 38Q: 3 clusters Score -1621530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1621532.125000 Penalty: 3164.012695
	Iteration 39Q: 3 clusters Score -1621532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1621537.625000 Penalty: 3164.012695
	Iteration 40F: 3 clusters Score -1621538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1621541.500000 Penalty: 3164.012695
	Iteration 41Q: 3 clusters Score -1621542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1621547.250000 Penalty: 3164.012695
	Iteration 42Q: 3 clusters Score -1621547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1621548.500000 Penalty: 3164.012695
	Iteration 43Q: 3 clusters Score -1621548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1621548.500000 Penalty: 3164.012695
	Iteration 44Q: 3 clusters Score -1621548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1621552.125000 Penalty: 3164.012695
	Iteration 45Q: 3 clusters Score -1621552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1621555.500000 Penalty: 3164.012695
	Iteration 46Q: 3 clusters Score -1621556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1621556.250000 Penalty: 3164.012695
	Iteration 47Q: 3 clusters Score -1621556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1621561.625000 Penalty: 3164.012695
	Iteration 48Q: 3 clusters Score -1621562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1621565.375000 Penalty: 3164.012695
	Iteration 49Q: 3 clusters Score -1621565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1621576.625000 Penalty: 3164.012695
	Iteration 50Q: 3 clusters Score -1621577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1621578.875000 Penalty: 3164.012695
	Iteration 51Q: 3 clusters Score -1621579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1621581.750000 Penalty: 3164.012695
	Iteration 52Q: 3 clusters Score -1621582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1621582.875000 Penalty: 3164.012695
	Iteration 53Q: 3 clusters Score -1621583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1621582.875000 Penalty: 3164.012695
	Iteration 54Q: 3 clusters Score -1621583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1621588.250000 Penalty: 3164.012695
	Iteration 55Q: 3 clusters Score -1621588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1621588.250000 Penalty: 3164.012695
	Iteration 56Q: 3 clusters Score -1621588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1621588.250000 Penalty: 3164.012695
	Iteration 57F: 3 clusters Score -1621588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -148225.484375 Penalty: 1202.103760
	Iteration 0F: 2 clusters Score -148225.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -146382.250000 Penalty: 2404.207520
	Iteration 0F: 3 clusters Score -146382.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -146747.281250 Penalty: 2404.207520
	Iteration 1F: 3 clusters Score -146747.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146854.968750 Penalty: 2404.207520
	Iteration 2F: 3 clusters Score -146855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -146910.203125 Penalty: 2404.207520
	Iteration 3Q: 3 clusters Score -146910.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146932.406250 Penalty: 2404.207520
	Iteration 4Q: 3 clusters Score -146932.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146943.046875 Penalty: 2404.207520
	Iteration 5Q: 3 clusters Score -146943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146952.140625 Penalty: 2404.207520
	Iteration 6Q: 3 clusters Score -146952.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146957.921875 Penalty: 2404.207520
	Iteration 7Q: 3 clusters Score -146957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -146962.765625 Penalty: 2404.207520
	Iteration 8Q: 3 clusters Score -146962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146966.812500 Penalty: 2404.207520
	Iteration 9Q: 3 clusters Score -146966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -146971.203125 Penalty: 2404.207520
	Iteration 10Q: 3 clusters Score -146971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146975.453125 Penalty: 2404.207520
	Iteration 11Q: 3 clusters Score -146975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -146983.375000 Penalty: 2404.207520
	Iteration 12Q: 3 clusters Score -146983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -146991.250000 Penalty: 2404.207520
	Iteration 13Q: 3 clusters Score -146991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -147000.046875 Penalty: 2404.207520
	Iteration 14Q: 3 clusters Score -147000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147006.390625 Penalty: 2404.207520
	Iteration 15Q: 3 clusters Score -147006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147009.156250 Penalty: 2404.207520
	Iteration 16Q: 3 clusters Score -147009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -147012.328125 Penalty: 2404.207520
	Iteration 17Q: 3 clusters Score -147012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147013.953125 Penalty: 2404.207520
	Iteration 18Q: 3 clusters Score -147014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147016.234375 Penalty: 2404.207520
	Iteration 19Q: 3 clusters Score -147016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147018.015625 Penalty: 2404.207520
	Iteration 20F: 3 clusters Score -147018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -147022.203125 Penalty: 2404.207520
	Iteration 21Q: 3 clusters Score -147022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -147027.671875 Penalty: 2404.207520
	Iteration 22Q: 3 clusters Score -147027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147036.734375 Penalty: 2404.207520
	Iteration 23Q: 3 clusters Score -147036.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147044.546875 Penalty: 2404.207520
	Iteration 24Q: 3 clusters Score -147044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -147047.812500 Penalty: 2404.207520
	Iteration 25Q: 3 clusters Score -147047.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147050.718750 Penalty: 2404.207520
	Iteration 26Q: 3 clusters Score -147050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -147053.906250 Penalty: 2404.207520
	Iteration 27Q: 3 clusters Score -147053.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147056.062500 Penalty: 2404.207520
	Iteration 28Q: 3 clusters Score -147056.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147058.671875 Penalty: 2404.207520
	Iteration 29Q: 3 clusters Score -147058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -147060.093750 Penalty: 2404.207520
	Iteration 30Q: 3 clusters Score -147060.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -147063.046875 Penalty: 2404.207520
	Iteration 31Q: 3 clusters Score -147063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147065.781250 Penalty: 2404.207520
	Iteration 32Q: 3 clusters Score -147065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -147068.843750 Penalty: 2404.207520
	Iteration 33Q: 3 clusters Score -147068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -147071.640625 Penalty: 2404.207520
	Iteration 34Q: 3 clusters Score -147071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147073.234375 Penalty: 2404.207520
	Iteration 35Q: 3 clusters Score -147073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147073.281250 Penalty: 2404.207520
	Iteration 36Q: 3 clusters Score -147073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -147074.468750 Penalty: 2404.207520
	Iteration 37Q: 3 clusters Score -147074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -147076.843750 Penalty: 2404.207520
	Iteration 38Q: 3 clusters Score -147076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -147080.171875 Penalty: 2404.207520
	Iteration 39Q: 3 clusters Score -147080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147083.718750 Penalty: 2404.207520
	Iteration 40F: 3 clusters Score -147083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147085.968750 Penalty: 2404.207520
	Iteration 41Q: 3 clusters Score -147086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -147087.218750 Penalty: 2404.207520
	Iteration 42Q: 3 clusters Score -147087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -147087.703125 Penalty: 2404.207520
	Iteration 43Q: 3 clusters Score -147087.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -147087.703125 Penalty: 2404.207520
	Iteration 44F: 3 clusters Score -147087.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -76893.710938 Penalty: 1107.184692
	Iteration 0F: 2 clusters Score -76893.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -75530.570312 Penalty: 2214.369385
	Iteration 0F: 3 clusters Score -75530.57 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75767.367188 Penalty: 2214.369385
	Iteration 1F: 3 clusters Score -75767.37 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75843.101562 Penalty: 2214.369385
	Iteration 2F: 3 clusters Score -75843.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75879.203125 Penalty: 2214.369385
	Iteration 3Q: 3 clusters Score -75879.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -75900.218750 Penalty: 2214.369385
	Iteration 4Q: 3 clusters Score -75900.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75912.359375 Penalty: 2214.369385
	Iteration 5Q: 3 clusters Score -75912.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75920.929688 Penalty: 2214.369385
	Iteration 6Q: 3 clusters Score -75920.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75927.773438 Penalty: 2214.369385
	Iteration 7Q: 3 clusters Score -75927.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75931.906250 Penalty: 2214.369385
	Iteration 8Q: 3 clusters Score -75931.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75934.921875 Penalty: 2214.369385
	Iteration 9Q: 3 clusters Score -75934.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75936.843750 Penalty: 2214.369385
	Iteration 10Q: 3 clusters Score -75936.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75938.945312 Penalty: 2214.369385
	Iteration 11Q: 3 clusters Score -75938.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75940.500000 Penalty: 2214.369385
	Iteration 12Q: 3 clusters Score -75940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75941.601562 Penalty: 2214.369385
	Iteration 13Q: 3 clusters Score -75941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75942.695312 Penalty: 2214.369385
	Iteration 14Q: 3 clusters Score -75942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75944.109375 Penalty: 2214.369385
	Iteration 15Q: 3 clusters Score -75944.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75944.375000 Penalty: 2214.369385
	Iteration 16Q: 3 clusters Score -75944.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75944.898438 Penalty: 2214.369385
	Iteration 17Q: 3 clusters Score -75944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75946.140625 Penalty: 2214.369385
	Iteration 18Q: 3 clusters Score -75946.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75946.476562 Penalty: 2214.369385
	Iteration 19Q: 3 clusters Score -75946.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75946.953125 Penalty: 2214.369385
	Iteration 20F: 3 clusters Score -75946.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75947.992188 Penalty: 2214.369385
	Iteration 21Q: 3 clusters Score -75947.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75947.992188 Penalty: 2214.369385
	Iteration 22F: 3 clusters Score -75947.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Entering Unmasked Estep 
Score: -3004955.000000 Penalty: 1679.997559
	Iteration 0F: 2 clusters Score -3004955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2984497.000000 Penalty: 3359.995117
	Iteration 0F: 3 clusters Score -2984497 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2992440.250000 Penalty: 3359.995117
	Iteration 1F: 3 clusters Score -2992440 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2992866.750000 Penalty: 3359.995117
	Iteration 2Q: 3 clusters Score -2992867 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2993331.250000 Penalty: 3359.995117
	Iteration 3Q: 3 clusters Score -2993331 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2993918.750000 Penalty: 3359.995117
	Iteration 4Q: 3 clusters Score -2993919 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2994772.000000 Penalty: 3359.995117
	Iteration 5F: 3 clusters Score -2994772 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2996115.750000 Penalty: 3359.995117
	Iteration 6F: 3 clusters Score -2996116 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2997850.250000 Penalty: 3359.995117
	Iteration 7F: 3 clusters Score -2997850 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2999678.500000 Penalty: 3359.995117
	Iteration 8F: 3 clusters Score -2999678 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3001308.750000 Penalty: 3359.995117
	Iteration 9F: 3 clusters Score -3001309 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3002443.250000 Penalty: 3359.995117
	Iteration 10Q: 3 clusters Score -3002443 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3003058.750000 Penalty: 3359.995117
	Iteration 11Q: 3 clusters Score -3003059 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3003331.500000 Penalty: 3359.995117
	Iteration 12Q: 3 clusters Score -3003332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3003428.500000 Penalty: 3359.995117
	Iteration 13Q: 3 clusters Score -3003428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3003493.500000 Penalty: 3359.995117
	Iteration 14Q: 3 clusters Score -3003494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3003513.500000 Penalty: 3359.995117
	Iteration 15Q: 3 clusters Score -3003514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3003526.500000 Penalty: 3359.995117
	Iteration 16Q: 3 clusters Score -3003526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3003537.500000 Penalty: 3359.995117
	Iteration 17Q: 3 clusters Score -3003538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3003538.500000 Penalty: 3359.995117
	Iteration 18Q: 3 clusters Score -3003538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3003540.250000 Penalty: 3359.995117
	Iteration 19Q: 3 clusters Score -3003540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3003540.500000 Penalty: 3359.995117
	Iteration 20F: 3 clusters Score -3003540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -202666.109375 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -202666.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200407.531250 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -200407.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -200881.921875 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -200881.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -201031.109375 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -201031.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -201142.750000 Penalty: 2507.705078
	Iteration 3F: 3 clusters Score -201142.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -201253.937500 Penalty: 2507.705078
	Iteration 4F: 3 clusters Score -201253.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -201348.109375 Penalty: 2507.705078
	Iteration 5F: 3 clusters Score -201348.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -201406.515625 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -201406.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -201462.453125 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -201462.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201504.046875 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -201504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -201541.343750 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -201541.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201583.765625 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -201583.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -201620.390625 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -201620.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -201645.234375 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -201645.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -201673.515625 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -201673.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -201694.734375 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -201694.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -201713.828125 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -201713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -201727.312500 Penalty: 2507.705078
	Iteration 16Q: 3 clusters Score -201727.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -201734.375000 Penalty: 2507.705078
	Iteration 17Q: 3 clusters Score -201734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -201735.906250 Penalty: 2507.705078
	Iteration 18Q: 3 clusters Score -201735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -201739.500000 Penalty: 2507.705078
	Iteration 19Q: 3 clusters Score -201739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -201739.500000 Penalty: 2507.705078
	Iteration 20F: 3 clusters Score -201739.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -829447.562500 Penalty: 1482.458252
	Iteration 0F: 2 clusters Score -829447.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -822800.125000 Penalty: 2964.916504
	Iteration 0F: 3 clusters Score -822800.1 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -824914.687500 Penalty: 2964.916504
	Iteration 1F: 3 clusters Score -824914.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -825236.312500 Penalty: 2964.916504
	Iteration 2F: 3 clusters Score -825236.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -825558.437500 Penalty: 2964.916504
	Iteration 3F: 3 clusters Score -825558.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -825868.062500 Penalty: 2964.916504
	Iteration 4F: 3 clusters Score -825868.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -826162.187500 Penalty: 2964.916504
	Iteration 5Q: 3 clusters Score -826162.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -826409.937500 Penalty: 2964.916504
	Iteration 6Q: 3 clusters Score -826409.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -826617.375000 Penalty: 2964.916504
	Iteration 7Q: 3 clusters Score -826617.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -826809.750000 Penalty: 2964.916504
	Iteration 8Q: 3 clusters Score -826809.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -827020.375000 Penalty: 2964.916504
	Iteration 9Q: 3 clusters Score -827020.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -827235.687500 Penalty: 2964.916504
	Iteration 10Q: 3 clusters Score -827235.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -827454.375000 Penalty: 2964.916504
	Iteration 11Q: 3 clusters Score -827454.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -827765.062500 Penalty: 2964.916504
	Iteration 12Q: 3 clusters Score -827765.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -828190.375000 Penalty: 2964.916504
	Iteration 13Q: 3 clusters Score -828190.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -828539.500000 Penalty: 2964.916504
	Iteration 14Q: 3 clusters Score -828539.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -828756.812500 Penalty: 2964.916504
	Iteration 15Q: 3 clusters Score -828756.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -828858.437500 Penalty: 2964.916504
	Iteration 16Q: 3 clusters Score -828858.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -828913.125000 Penalty: 2964.916504
	Iteration 17Q: 3 clusters Score -828913.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -828949.812500 Penalty: 2964.916504
	Iteration 18Q: 3 clusters Score -828949.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -828970.750000 Penalty: 2964.916504
	Iteration 19Q: 3 clusters Score -828970.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -828983.125000 Penalty: 2964.916504
	Iteration 20F: 3 clusters Score -828983.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -829003.312500 Penalty: 2964.916504
	Iteration 21Q: 3 clusters Score -829003.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -829011.812500 Penalty: 2964.916504
	Iteration 22Q: 3 clusters Score -829011.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -829024.250000 Penalty: 2964.916504
	Iteration 23Q: 3 clusters Score -829024.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -829037.750000 Penalty: 2964.916504
	Iteration 24Q: 3 clusters Score -829037.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -829046.937500 Penalty: 2964.916504
	Iteration 25Q: 3 clusters Score -829046.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -829055.062500 Penalty: 2964.916504
	Iteration 26Q: 3 clusters Score -829055.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -829059.187500 Penalty: 2964.916504
	Iteration 27Q: 3 clusters Score -829059.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -829066.875000 Penalty: 2964.916504
	Iteration 28Q: 3 clusters Score -829066.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -829075.687500 Penalty: 2964.916504
	Iteration 29Q: 3 clusters Score -829075.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -829078.437500 Penalty: 2964.916504
	Iteration 30Q: 3 clusters Score -829078.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -829080.250000 Penalty: 2964.916504
	Iteration 31Q: 3 clusters Score -829080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -829082.437500 Penalty: 2964.916504
	Iteration 32Q: 3 clusters Score -829082.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -829080.812500 Penalty: 2964.916504
	Iteration 33Q: 3 clusters Score -829080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -829084.187500 Penalty: 2964.916504
	Iteration 34Q: 3 clusters Score -829084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -829084.500000 Penalty: 2964.916504
	Iteration 35Q: 3 clusters Score -829084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -829087.687500 Penalty: 2964.916504
	Iteration 36Q: 3 clusters Score -829087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -829086.062500 Penalty: 2964.916504
	Iteration 37Q: 3 clusters Score -829086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -829086.125000 Penalty: 2964.916504
	Iteration 38Q: 3 clusters Score -829086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -829086.625000 Penalty: 2964.916504
	Iteration 39Q: 3 clusters Score -829086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -829086.312500 Penalty: 2964.916504
	Iteration 40F: 3 clusters Score -829086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -829087.125000 Penalty: 2964.916504
	Iteration 41Q: 3 clusters Score -829087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -829088.812500 Penalty: 2964.916504
	Iteration 42Q: 3 clusters Score -829088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -829088.062500 Penalty: 2964.916504
	Iteration 43Q: 3 clusters Score -829088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -829088.000000 Penalty: 2964.916504
	Iteration 44Q: 3 clusters Score -829088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -829088.000000 Penalty: 2964.916504
	Iteration 45Q: 3 clusters Score -829088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -829089.562500 Penalty: 2964.916504
	Iteration 46Q: 3 clusters Score -829089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -829087.687500 Penalty: 2964.916504
	Iteration 47Q: 3 clusters Score -829087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -829089.375000 Penalty: 2964.916504
	Iteration 48Q: 3 clusters Score -829089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -829089.437500 Penalty: 2964.916504
	Iteration 49Q: 3 clusters Score -829089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -829088.937500 Penalty: 2964.916504
	Iteration 50Q: 3 clusters Score -829088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -829089.687500 Penalty: 2964.916504
	Iteration 51Q: 3 clusters Score -829089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -829089.062500 Penalty: 2964.916504
	Iteration 52Q: 3 clusters Score -829089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -829089.000000 Penalty: 2964.916504
	Iteration 53Q: 3 clusters Score -829089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -829090.500000 Penalty: 2964.916504
	Iteration 54Q: 3 clusters Score -829090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -829090.500000 Penalty: 2964.916504
	Iteration 55F: 3 clusters Score -829090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Entering Unmasked Estep 
Score: -4500238.000000 Penalty: 1751.112549
	Iteration 0F: 2 clusters Score -4500238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4474059.000000 Penalty: 3502.225098
	Iteration 0F: 3 clusters Score -4474059 nChanged 22447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4486917.000000 Penalty: 3502.225098
	Iteration 1F: 3 clusters Score -4486917 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4487634.000000 Penalty: 3502.225098
	Iteration 2Q: 3 clusters Score -4487634 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4488589.500000 Penalty: 3502.225098
	Iteration 3Q: 3 clusters Score -4488590 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4490215.500000 Penalty: 3502.225098
	Iteration 4F: 3 clusters Score -4490216 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4492569.500000 Penalty: 3502.225098
	Iteration 5F: 3 clusters Score -4492570 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -4494934.000000 Penalty: 3502.225098
	Iteration 6F: 3 clusters Score -4494934 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4496645.500000 Penalty: 3502.225098
	Iteration 7F: 3 clusters Score -4496646 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4497732.500000 Penalty: 3502.225098
	Iteration 8Q: 3 clusters Score -4497732 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4498311.500000 Penalty: 3502.225098
	Iteration 9Q: 3 clusters Score -4498312 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4498521.500000 Penalty: 3502.225098
	Iteration 10Q: 3 clusters Score -4498522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4498606.500000 Penalty: 3502.225098
	Iteration 11Q: 3 clusters Score -4498606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4498655.000000 Penalty: 3502.225098
	Iteration 12Q: 3 clusters Score -4498655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4498681.000000 Penalty: 3502.225098
	Iteration 13Q: 3 clusters Score -4498681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4498690.000000 Penalty: 3502.225098
	Iteration 14Q: 3 clusters Score -4498690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4498703.500000 Penalty: 3502.225098
	Iteration 15Q: 3 clusters Score -4498704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4498711.000000 Penalty: 3502.225098
	Iteration 16Q: 3 clusters Score -4498711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4498714.000000 Penalty: 3502.225098
	Iteration 17Q: 3 clusters Score -4498714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4498713.500000 Penalty: 3502.225098
	Iteration 18Q: 3 clusters Score -4498714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4498713.500000 Penalty: 3502.225098
	Iteration 19F: 3 clusters Score -4498714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Entering Unmasked Estep 
Score: -2158194.000000 Penalty: 1643.128174
	Iteration 0F: 2 clusters Score -2158194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2141533.250000 Penalty: 3286.256348
	Iteration 0F: 3 clusters Score -2141533 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2147792.750000 Penalty: 3286.256348
	Iteration 1F: 3 clusters Score -2147793 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2148359.000000 Penalty: 3286.256348
	Iteration 2F: 3 clusters Score -2148359 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2149040.750000 Penalty: 3286.256348
	Iteration 3F: 3 clusters Score -2149041 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2149784.000000 Penalty: 3286.256348
	Iteration 4F: 3 clusters Score -2149784 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2150613.250000 Penalty: 3286.256348
	Iteration 5F: 3 clusters Score -2150613 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2151524.500000 Penalty: 3286.256348
	Iteration 6F: 3 clusters Score -2151524 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2152397.750000 Penalty: 3286.256348
	Iteration 7F: 3 clusters Score -2152398 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2153217.000000 Penalty: 3286.256348
	Iteration 8Q: 3 clusters Score -2153217 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2153945.500000 Penalty: 3286.256348
	Iteration 9Q: 3 clusters Score -2153946 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2154646.250000 Penalty: 3286.256348
	Iteration 10Q: 3 clusters Score -2154646 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2155221.000000 Penalty: 3286.256348
	Iteration 11Q: 3 clusters Score -2155221 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2155650.250000 Penalty: 3286.256348
	Iteration 12Q: 3 clusters Score -2155650 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2155983.750000 Penalty: 3286.256348
	Iteration 13Q: 3 clusters Score -2155984 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2156261.500000 Penalty: 3286.256348
	Iteration 14Q: 3 clusters Score -2156262 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2156461.500000 Penalty: 3286.256348
	Iteration 15Q: 3 clusters Score -2156462 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2156602.000000 Penalty: 3286.256348
	Iteration 16Q: 3 clusters Score -2156602 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2156740.500000 Penalty: 3286.256348
	Iteration 17Q: 3 clusters Score -2156740 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2156862.250000 Penalty: 3286.256348
	Iteration 18Q: 3 clusters Score -2156862 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2156985.500000 Penalty: 3286.256348
	Iteration 19Q: 3 clusters Score -2156986 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2157117.500000 Penalty: 3286.256348
	Iteration 20F: 3 clusters Score -2157118 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2157196.500000 Penalty: 3286.256348
	Iteration 21Q: 3 clusters Score -2157196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2157260.500000 Penalty: 3286.256348
	Iteration 22Q: 3 clusters Score -2157260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2157299.500000 Penalty: 3286.256348
	Iteration 23Q: 3 clusters Score -2157300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2157319.250000 Penalty: 3286.256348
	Iteration 24Q: 3 clusters Score -2157319 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2157336.000000 Penalty: 3286.256348
	Iteration 25Q: 3 clusters Score -2157336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2157353.000000 Penalty: 3286.256348
	Iteration 26Q: 3 clusters Score -2157353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2157362.500000 Penalty: 3286.256348
	Iteration 27Q: 3 clusters Score -2157362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2157366.000000 Penalty: 3286.256348
	Iteration 28Q: 3 clusters Score -2157366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2157372.750000 Penalty: 3286.256348
	Iteration 29Q: 3 clusters Score -2157373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2157379.500000 Penalty: 3286.256348
	Iteration 30Q: 3 clusters Score -2157380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2157382.000000 Penalty: 3286.256348
	Iteration 31Q: 3 clusters Score -2157382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2157386.000000 Penalty: 3286.256348
	Iteration 32Q: 3 clusters Score -2157386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2157388.250000 Penalty: 3286.256348
	Iteration 33Q: 3 clusters Score -2157388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2157387.000000 Penalty: 3286.256348
	Iteration 34Q: 3 clusters Score -2157387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2157388.500000 Penalty: 3286.256348
	Iteration 35Q: 3 clusters Score -2157388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2157388.750000 Penalty: 3286.256348
	Iteration 36Q: 3 clusters Score -2157389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2157390.750000 Penalty: 3286.256348
	Iteration 37Q: 3 clusters Score -2157391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2157391.250000 Penalty: 3286.256348
	Iteration 38Q: 3 clusters Score -2157391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2157391.250000 Penalty: 3286.256348
	Iteration 39Q: 3 clusters Score -2157391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2157393.250000 Penalty: 3286.256348
	Iteration 40F: 3 clusters Score -2157393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2157391.500000 Penalty: 3286.256348
	Iteration 41Q: 3 clusters Score -2157392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2157392.250000 Penalty: 3286.256348
	Iteration 42Q: 3 clusters Score -2157392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2157392.250000 Penalty: 3286.256348
	Iteration 43Q: 3 clusters Score -2157392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2157391.500000 Penalty: 3286.256348
	Iteration 44Q: 3 clusters Score -2157392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2157391.500000 Penalty: 3286.256348
	Iteration 45Q: 3 clusters Score -2157392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2157391.500000 Penalty: 3286.256348
	Iteration 46F: 3 clusters Score -2157392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Entering Unmasked Estep 
Score: -4691472.500000 Penalty: 1751.837524
	Iteration 0F: 2 clusters Score -4691472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4672125.000000 Penalty: 3503.675049
	Iteration 0F: 3 clusters Score -4672125 nChanged 22558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4684944.000000 Penalty: 3503.675049
	Iteration 1F: 3 clusters Score -4684944 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4685448.000000 Penalty: 3503.675049
	Iteration 2Q: 3 clusters Score -4685448 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -4685991.500000 Penalty: 3503.675049
	Iteration 3Q: 3 clusters Score -4685992 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -4686638.500000 Penalty: 3503.675049
	Iteration 4Q: 3 clusters Score -4686638 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -4687282.500000 Penalty: 3503.675049
	Iteration 5Q: 3 clusters Score -4687282 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4687900.500000 Penalty: 3503.675049
	Iteration 6Q: 3 clusters Score -4687900 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4688552.000000 Penalty: 3503.675049
	Iteration 7Q: 3 clusters Score -4688552 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4689171.000000 Penalty: 3503.675049
	Iteration 8Q: 3 clusters Score -4689171 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -4689963.500000 Penalty: 3503.675049
	Iteration 9Q: 3 clusters Score -4689964 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4690984.500000 Penalty: 3503.675049
	Iteration 10Q: 3 clusters Score -4690984 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4690952.500000 Penalty: 3503.675049
	Iteration 11Q: 3 clusters Score -4690952 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4690250.000000 Penalty: 3503.675049
	Iteration 12Q: 3 clusters Score -4690250 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -4689473.500000 Penalty: 3503.675049
	Iteration 13Q: 3 clusters Score -4689474 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -4689192.500000 Penalty: 3503.675049
	Iteration 14Q: 3 clusters Score -4689192 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4689204.500000 Penalty: 3503.675049
	Iteration 15Q: 3 clusters Score -4689204 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4689296.000000 Penalty: 3503.675049
	Iteration 16Q: 3 clusters Score -4689296 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4689399.000000 Penalty: 3503.675049
	Iteration 17Q: 3 clusters Score -4689399 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4689570.500000 Penalty: 3503.675049
	Iteration 18Q: 3 clusters Score -4689570 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4689641.500000 Penalty: 3503.675049
	Iteration 19Q: 3 clusters Score -4689642 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4689765.000000 Penalty: 3503.675049
	Iteration 20F: 3 clusters Score -4689765 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4689857.500000 Penalty: 3503.675049
	Iteration 21Q: 3 clusters Score -4689858 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4689914.000000 Penalty: 3503.675049
	Iteration 22Q: 3 clusters Score -4689914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4689984.500000 Penalty: 3503.675049
	Iteration 23Q: 3 clusters Score -4689984 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4690020.000000 Penalty: 3503.675049
	Iteration 24Q: 3 clusters Score -4690020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4690064.000000 Penalty: 3503.675049
	Iteration 25Q: 3 clusters Score -4690064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4690108.500000 Penalty: 3503.675049
	Iteration 26Q: 3 clusters Score -4690108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4690097.000000 Penalty: 3503.675049
	Iteration 27Q: 3 clusters Score -4690097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4690156.000000 Penalty: 3503.675049
	Iteration 28Q: 3 clusters Score -4690156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4690153.000000 Penalty: 3503.675049
	Iteration 29Q: 3 clusters Score -4690153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4690165.000000 Penalty: 3503.675049
	Iteration 30Q: 3 clusters Score -4690165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4690175.500000 Penalty: 3503.675049
	Iteration 31Q: 3 clusters Score -4690176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4690176.500000 Penalty: 3503.675049
	Iteration 32Q: 3 clusters Score -4690176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4690185.000000 Penalty: 3503.675049
	Iteration 33Q: 3 clusters Score -4690185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4690182.000000 Penalty: 3503.675049
	Iteration 34Q: 3 clusters Score -4690182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4690184.500000 Penalty: 3503.675049
	Iteration 35Q: 3 clusters Score -4690184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4690176.500000 Penalty: 3503.675049
	Iteration 36Q: 3 clusters Score -4690176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4690181.500000 Penalty: 3503.675049
	Iteration 37Q: 3 clusters Score -4690182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4690207.000000 Penalty: 3503.675049
	Iteration 38Q: 3 clusters Score -4690207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4690202.500000 Penalty: 3503.675049
	Iteration 39Q: 3 clusters Score -4690202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4690207.500000 Penalty: 3503.675049
	Iteration 40F: 3 clusters Score -4690208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4690231.500000 Penalty: 3503.675049
	Iteration 41Q: 3 clusters Score -4690232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4690244.000000 Penalty: 3503.675049
	Iteration 42Q: 3 clusters Score -4690244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4690245.500000 Penalty: 3503.675049
	Iteration 43Q: 3 clusters Score -4690246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4690245.000000 Penalty: 3503.675049
	Iteration 44Q: 3 clusters Score -4690245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4690254.500000 Penalty: 3503.675049
	Iteration 45Q: 3 clusters Score -4690254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4690261.500000 Penalty: 3503.675049
	Iteration 46Q: 3 clusters Score -4690262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4690265.500000 Penalty: 3503.675049
	Iteration 47Q: 3 clusters Score -4690266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4690260.000000 Penalty: 3503.675049
	Iteration 48Q: 3 clusters Score -4690260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4690257.000000 Penalty: 3503.675049
	Iteration 49Q: 3 clusters Score -4690257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4690266.500000 Penalty: 3503.675049
	Iteration 50Q: 3 clusters Score -4690266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4690269.000000 Penalty: 3503.675049
	Iteration 51Q: 3 clusters Score -4690269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4690269.000000 Penalty: 3503.675049
	Iteration 52F: 3 clusters Score -4690269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Entering Unmasked Estep 
Score: -3660807.250000 Penalty: 1714.700684
	Iteration 0F: 2 clusters Score -3660807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3635823.750000 Penalty: 3429.401367
	Iteration 0F: 3 clusters Score -3635824 nChanged 17858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3646002.500000 Penalty: 3429.401367
	Iteration 1F: 3 clusters Score -3646002 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3646812.250000 Penalty: 3429.401367
	Iteration 2Q: 3 clusters Score -3646812 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3647778.250000 Penalty: 3429.401367
	Iteration 3F: 3 clusters Score -3647778 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3648821.250000 Penalty: 3429.401367
	Iteration 4F: 3 clusters Score -3648821 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3649891.750000 Penalty: 3429.401367
	Iteration 5F: 3 clusters Score -3649892 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3650944.250000 Penalty: 3429.401367
	Iteration 6F: 3 clusters Score -3650944 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3651903.250000 Penalty: 3429.401367
	Iteration 7F: 3 clusters Score -3651903 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3652713.750000 Penalty: 3429.401367
	Iteration 8Q: 3 clusters Score -3652714 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3653368.000000 Penalty: 3429.401367
	Iteration 9Q: 3 clusters Score -3653368 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3653823.000000 Penalty: 3429.401367
	Iteration 10Q: 3 clusters Score -3653823 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3654119.500000 Penalty: 3429.401367
	Iteration 11Q: 3 clusters Score -3654120 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3654293.500000 Penalty: 3429.401367
	Iteration 12Q: 3 clusters Score -3654294 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3654394.000000 Penalty: 3429.401367
	Iteration 13Q: 3 clusters Score -3654394 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3654426.250000 Penalty: 3429.401367
	Iteration 14Q: 3 clusters Score -3654426 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3654428.000000 Penalty: 3429.401367
	Iteration 15Q: 3 clusters Score -3654428 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3654453.250000 Penalty: 3429.401367
	Iteration 16Q: 3 clusters Score -3654453 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3654483.000000 Penalty: 3429.401367
	Iteration 17Q: 3 clusters Score -3654483 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3654514.750000 Penalty: 3429.401367
	Iteration 18Q: 3 clusters Score -3654515 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3654523.000000 Penalty: 3429.401367
	Iteration 19Q: 3 clusters Score -3654523 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -3654531.500000 Penalty: 3429.401367
	Iteration 20F: 3 clusters Score -3654532 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3654544.750000 Penalty: 3429.401367
	Iteration 21Q: 3 clusters Score -3654545 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3654553.500000 Penalty: 3429.401367
	Iteration 22Q: 3 clusters Score -3654554 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3654575.750000 Penalty: 3429.401367
	Iteration 23Q: 3 clusters Score -3654576 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3654605.000000 Penalty: 3429.401367
	Iteration 24Q: 3 clusters Score -3654605 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3654610.500000 Penalty: 3429.401367
	Iteration 25Q: 3 clusters Score -3654610 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3654622.500000 Penalty: 3429.401367
	Iteration 26Q: 3 clusters Score -3654622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3654636.500000 Penalty: 3429.401367
	Iteration 27Q: 3 clusters Score -3654636 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3654640.750000 Penalty: 3429.401367
	Iteration 28Q: 3 clusters Score -3654641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3654650.250000 Penalty: 3429.401367
	Iteration 29Q: 3 clusters Score -3654650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3654660.500000 Penalty: 3429.401367
	Iteration 30Q: 3 clusters Score -3654660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3654669.250000 Penalty: 3429.401367
	Iteration 31Q: 3 clusters Score -3654669 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3654691.500000 Penalty: 3429.401367
	Iteration 32Q: 3 clusters Score -3654692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3654706.750000 Penalty: 3429.401367
	Iteration 33Q: 3 clusters Score -3654707 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3654700.750000 Penalty: 3429.401367
	Iteration 34Q: 3 clusters Score -3654701 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3654713.000000 Penalty: 3429.401367
	Iteration 35Q: 3 clusters Score -3654713 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3654728.250000 Penalty: 3429.401367
	Iteration 36Q: 3 clusters Score -3654728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3654738.000000 Penalty: 3429.401367
	Iteration 37Q: 3 clusters Score -3654738 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3654755.250000 Penalty: 3429.401367
	Iteration 38Q: 3 clusters Score -3654755 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3654772.500000 Penalty: 3429.401367
	Iteration 39Q: 3 clusters Score -3654772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3654798.500000 Penalty: 3429.401367
	Iteration 40F: 3 clusters Score -3654798 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3654823.250000 Penalty: 3429.401367
	Iteration 41Q: 3 clusters Score -3654823 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3654848.750000 Penalty: 3429.401367
	Iteration 42Q: 3 clusters Score -3654849 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3654852.500000 Penalty: 3429.401367
	Iteration 43Q: 3 clusters Score -3654852 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3654861.500000 Penalty: 3429.401367
	Iteration 44Q: 3 clusters Score -3654862 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3654873.250000 Penalty: 3429.401367
	Iteration 45Q: 3 clusters Score -3654873 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3654876.000000 Penalty: 3429.401367
	Iteration 46Q: 3 clusters Score -3654876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3654883.000000 Penalty: 3429.401367
	Iteration 47Q: 3 clusters Score -3654883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3654885.000000 Penalty: 3429.401367
	Iteration 48Q: 3 clusters Score -3654885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3654901.750000 Penalty: 3429.401367
	Iteration 49Q: 3 clusters Score -3654902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3654901.000000 Penalty: 3429.401367
	Iteration 50Q: 3 clusters Score -3654901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3654913.750000 Penalty: 3429.401367
	Iteration 51Q: 3 clusters Score -3654914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3654927.000000 Penalty: 3429.401367
	Iteration 52Q: 3 clusters Score -3654927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3654939.500000 Penalty: 3429.401367
	Iteration 53Q: 3 clusters Score -3654940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3654945.750000 Penalty: 3429.401367
	Iteration 54Q: 3 clusters Score -3654946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3654959.750000 Penalty: 3429.401367
	Iteration 55Q: 3 clusters Score -3654960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -3654970.750000 Penalty: 3429.401367
	Iteration 56Q: 3 clusters Score -3654971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3654981.750000 Penalty: 3429.401367
	Iteration 57Q: 3 clusters Score -3654982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3655013.000000 Penalty: 3429.401367
	Iteration 58Q: 3 clusters Score -3655013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3655019.000000 Penalty: 3429.401367
	Iteration 59Q: 3 clusters Score -3655019 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3655033.500000 Penalty: 3429.401367
	Iteration 60F: 3 clusters Score -3655034 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3655048.500000 Penalty: 3429.401367
	Iteration 61Q: 3 clusters Score -3655048 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3655062.250000 Penalty: 3429.401367
	Iteration 62Q: 3 clusters Score -3655062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3655072.500000 Penalty: 3429.401367
	Iteration 63Q: 3 clusters Score -3655072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3655099.250000 Penalty: 3429.401367
	Iteration 64Q: 3 clusters Score -3655099 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3655126.500000 Penalty: 3429.401367
	Iteration 65Q: 3 clusters Score -3655126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3655123.000000 Penalty: 3429.401367
	Iteration 66Q: 3 clusters Score -3655123 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3655143.750000 Penalty: 3429.401367
	Iteration 67Q: 3 clusters Score -3655144 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3655164.250000 Penalty: 3429.401367
	Iteration 68Q: 3 clusters Score -3655164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3655164.500000 Penalty: 3429.401367
	Iteration 69Q: 3 clusters Score -3655164 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3655171.750000 Penalty: 3429.401367
	Iteration 70Q: 3 clusters Score -3655172 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3655197.000000 Penalty: 3429.401367
	Iteration 71Q: 3 clusters Score -3655197 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3655210.000000 Penalty: 3429.401367
	Iteration 72Q: 3 clusters Score -3655210 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3655239.750000 Penalty: 3429.401367
	Iteration 73Q: 3 clusters Score -3655240 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3655256.250000 Penalty: 3429.401367
	Iteration 74Q: 3 clusters Score -3655256 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3655281.750000 Penalty: 3429.401367
	Iteration 75Q: 3 clusters Score -3655282 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3655287.000000 Penalty: 3429.401367
	Iteration 76Q: 3 clusters Score -3655287 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3655333.000000 Penalty: 3429.401367
	Iteration 77Q: 3 clusters Score -3655333 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3655334.000000 Penalty: 3429.401367
	Iteration 78Q: 3 clusters Score -3655334 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3655330.250000 Penalty: 3429.401367
	Iteration 79Q: 3 clusters Score -3655330 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3655330.500000 Penalty: 3429.401367
	Iteration 80F: 3 clusters Score -3655330 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3655352.250000 Penalty: 3429.401367
	Iteration 81Q: 3 clusters Score -3655352 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3655370.750000 Penalty: 3429.401367
	Iteration 82Q: 3 clusters Score -3655371 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3655371.250000 Penalty: 3429.401367
	Iteration 83Q: 3 clusters Score -3655371 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3655395.750000 Penalty: 3429.401367
	Iteration 84Q: 3 clusters Score -3655396 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3655409.750000 Penalty: 3429.401367
	Iteration 85Q: 3 clusters Score -3655410 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3655403.250000 Penalty: 3429.401367
	Iteration 86Q: 3 clusters Score -3655403 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3655409.500000 Penalty: 3429.401367
	Iteration 87Q: 3 clusters Score -3655410 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3655420.250000 Penalty: 3429.401367
	Iteration 88Q: 3 clusters Score -3655420 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3655416.750000 Penalty: 3429.401367
	Iteration 89Q: 3 clusters Score -3655417 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3655426.500000 Penalty: 3429.401367
	Iteration 90Q: 3 clusters Score -3655426 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3655433.000000 Penalty: 3429.401367
	Iteration 91Q: 3 clusters Score -3655433 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3655448.500000 Penalty: 3429.401367
	Iteration 92Q: 3 clusters Score -3655448 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3655452.500000 Penalty: 3429.401367
	Iteration 93Q: 3 clusters Score -3655452 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3655449.750000 Penalty: 3429.401367
	Iteration 94Q: 3 clusters Score -3655450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3655456.250000 Penalty: 3429.401367
	Iteration 95Q: 3 clusters Score -3655456 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3655460.500000 Penalty: 3429.401367
	Iteration 96Q: 3 clusters Score -3655460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3655462.500000 Penalty: 3429.401367
	Iteration 97Q: 3 clusters Score -3655462 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3655472.500000 Penalty: 3429.401367
	Iteration 98Q: 3 clusters Score -3655472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3655472.250000 Penalty: 3429.401367
	Iteration 99Q: 3 clusters Score -3655472 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3655480.750000 Penalty: 3429.401367
	Iteration 100F: 3 clusters Score -3655481 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -3655474.500000 Penalty: 3429.401367
	Iteration 101Q: 3 clusters Score -3655474 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3655489.000000 Penalty: 3429.401367
	Iteration 102Q: 3 clusters Score -3655489 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3655464.250000 Penalty: 3429.401367
	Iteration 103Q: 3 clusters Score -3655464 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3655463.500000 Penalty: 3429.401367
	Iteration 104Q: 3 clusters Score -3655464 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3655461.250000 Penalty: 3429.401367
	Iteration 105Q: 3 clusters Score -3655461 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3655442.750000 Penalty: 3429.401367
	Iteration 106Q: 3 clusters Score -3655443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3655448.000000 Penalty: 3429.401367
	Iteration 107Q: 3 clusters Score -3655448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3655455.250000 Penalty: 3429.401367
	Iteration 108Q: 3 clusters Score -3655455 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3655443.000000 Penalty: 3429.401367
	Iteration 109Q: 3 clusters Score -3655443 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3655439.750000 Penalty: 3429.401367
	Iteration 110Q: 3 clusters Score -3655440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3655441.250000 Penalty: 3429.401367
	Iteration 111Q: 3 clusters Score -3655441 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3655438.250000 Penalty: 3429.401367
	Iteration 112Q: 3 clusters Score -3655438 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3655429.000000 Penalty: 3429.401367
	Iteration 113Q: 3 clusters Score -3655429 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3655457.000000 Penalty: 3429.401367
	Iteration 114Q: 3 clusters Score -3655457 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3655452.750000 Penalty: 3429.401367
	Iteration 115Q: 3 clusters Score -3655453 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3655474.000000 Penalty: 3429.401367
	Iteration 116Q: 3 clusters Score -3655474 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3655482.500000 Penalty: 3429.401367
	Iteration 117Q: 3 clusters Score -3655482 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3655495.750000 Penalty: 3429.401367
	Iteration 118Q: 3 clusters Score -3655496 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -3655512.500000 Penalty: 3429.401367
	Iteration 119Q: 3 clusters Score -3655512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3655527.250000 Penalty: 3429.401367
	Iteration 120F: 3 clusters Score -3655527 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3655555.250000 Penalty: 3429.401367
	Iteration 121Q: 3 clusters Score -3655555 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3655559.500000 Penalty: 3429.401367
	Iteration 122Q: 3 clusters Score -3655560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3655569.000000 Penalty: 3429.401367
	Iteration 123Q: 3 clusters Score -3655569 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3655596.000000 Penalty: 3429.401367
	Iteration 124Q: 3 clusters Score -3655596 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3655610.000000 Penalty: 3429.401367
	Iteration 125Q: 3 clusters Score -3655610 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3655618.000000 Penalty: 3429.401367
	Iteration 126Q: 3 clusters Score -3655618 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3655644.000000 Penalty: 3429.401367
	Iteration 127Q: 3 clusters Score -3655644 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3655656.500000 Penalty: 3429.401367
	Iteration 128Q: 3 clusters Score -3655656 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3655695.750000 Penalty: 3429.401367
	Iteration 129Q: 3 clusters Score -3655696 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3655738.000000 Penalty: 3429.401367
	Iteration 130Q: 3 clusters Score -3655738 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3655794.250000 Penalty: 3429.401367
	Iteration 131Q: 3 clusters Score -3655794 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3655844.500000 Penalty: 3429.401367
	Iteration 132Q: 3 clusters Score -3655844 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3655900.250000 Penalty: 3429.401367
	Iteration 133Q: 3 clusters Score -3655900 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3655960.500000 Penalty: 3429.401367
	Iteration 134Q: 3 clusters Score -3655960 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3656020.500000 Penalty: 3429.401367
	Iteration 135Q: 3 clusters Score -3656020 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3656094.000000 Penalty: 3429.401367
	Iteration 136Q: 3 clusters Score -3656094 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3656153.000000 Penalty: 3429.401367
	Iteration 137Q: 3 clusters Score -3656153 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3656251.750000 Penalty: 3429.401367
	Iteration 138Q: 3 clusters Score -3656252 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3656323.500000 Penalty: 3429.401367
	Iteration 139Q: 3 clusters Score -3656324 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3656363.000000 Penalty: 3429.401367
	Iteration 140F: 3 clusters Score -3656363 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3656438.250000 Penalty: 3429.401367
	Iteration 141Q: 3 clusters Score -3656438 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3656528.500000 Penalty: 3429.401367
	Iteration 142Q: 3 clusters Score -3656528 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3656600.750000 Penalty: 3429.401367
	Iteration 143Q: 3 clusters Score -3656601 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3656671.000000 Penalty: 3429.401367
	Iteration 144Q: 3 clusters Score -3656671 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3656710.500000 Penalty: 3429.401367
	Iteration 145Q: 3 clusters Score -3656710 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3656773.750000 Penalty: 3429.401367
	Iteration 146Q: 3 clusters Score -3656774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3656836.000000 Penalty: 3429.401367
	Iteration 147Q: 3 clusters Score -3656836 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3656889.500000 Penalty: 3429.401367
	Iteration 148Q: 3 clusters Score -3656890 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3656946.000000 Penalty: 3429.401367
	Iteration 149Q: 3 clusters Score -3656946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3656985.250000 Penalty: 3429.401367
	Iteration 150Q: 3 clusters Score -3656985 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -3657039.750000 Penalty: 3429.401367
	Iteration 151Q: 3 clusters Score -3657040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3657091.250000 Penalty: 3429.401367
	Iteration 152Q: 3 clusters Score -3657091 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3657159.250000 Penalty: 3429.401367
	Iteration 153Q: 3 clusters Score -3657159 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3657229.250000 Penalty: 3429.401367
	Iteration 154Q: 3 clusters Score -3657229 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3657294.000000 Penalty: 3429.401367
	Iteration 155Q: 3 clusters Score -3657294 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3657341.250000 Penalty: 3429.401367
	Iteration 156Q: 3 clusters Score -3657341 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3657402.500000 Penalty: 3429.401367
	Iteration 157Q: 3 clusters Score -3657402 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -3657460.250000 Penalty: 3429.401367
	Iteration 158Q: 3 clusters Score -3657460 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -3657510.000000 Penalty: 3429.401367
	Iteration 159Q: 3 clusters Score -3657510 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3657573.500000 Penalty: 3429.401367
	Iteration 160F: 3 clusters Score -3657574 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3657633.750000 Penalty: 3429.401367
	Iteration 161Q: 3 clusters Score -3657634 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -3657785.250000 Penalty: 3429.401367
	Iteration 162Q: 3 clusters Score -3657785 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -3657958.750000 Penalty: 3429.401367
	Iteration 163Q: 3 clusters Score -3657959 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -3658155.250000 Penalty: 3429.401367
	Iteration 164Q: 3 clusters Score -3658155 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -3658344.500000 Penalty: 3429.401367
	Iteration 165Q: 3 clusters Score -3658344 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -3658559.750000 Penalty: 3429.401367
	Iteration 166Q: 3 clusters Score -3658560 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -3658750.000000 Penalty: 3429.401367
	Iteration 167Q: 3 clusters Score -3658750 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -3658979.750000 Penalty: 3429.401367
	Iteration 168Q: 3 clusters Score -3658980 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3659199.500000 Penalty: 3429.401367
	Iteration 169Q: 3 clusters Score -3659200 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -3659399.750000 Penalty: 3429.401367
	Iteration 170Q: 3 clusters Score -3659400 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -3659564.750000 Penalty: 3429.401367
	Iteration 171Q: 3 clusters Score -3659565 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -3659645.250000 Penalty: 3429.401367
	Iteration 172Q: 3 clusters Score -3659645 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -3659724.750000 Penalty: 3429.401367
	Iteration 173Q: 3 clusters Score -3659725 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -3659743.250000 Penalty: 3429.401367
	Iteration 174Q: 3 clusters Score -3659743 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -3659775.500000 Penalty: 3429.401367
	Iteration 175Q: 3 clusters Score -3659776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -3659797.500000 Penalty: 3429.401367
	Iteration 176Q: 3 clusters Score -3659798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -3659814.000000 Penalty: 3429.401367
	Iteration 177Q: 3 clusters Score -3659814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -3659827.000000 Penalty: 3429.401367
	Iteration 178Q: 3 clusters Score -3659827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -3659837.500000 Penalty: 3429.401367
	Iteration 179Q: 3 clusters Score -3659838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -3659857.250000 Penalty: 3429.401367
	Iteration 180F: 3 clusters Score -3659857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -3659859.750000 Penalty: 3429.401367
	Iteration 181Q: 3 clusters Score -3659860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -3659872.750000 Penalty: 3429.401367
	Iteration 182Q: 3 clusters Score -3659873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -3659873.000000 Penalty: 3429.401367
	Iteration 183Q: 3 clusters Score -3659873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -3659861.000000 Penalty: 3429.401367
	Iteration 184Q: 3 clusters Score -3659861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -3659850.500000 Penalty: 3429.401367
	Iteration 185Q: 3 clusters Score -3659850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -3659852.750000 Penalty: 3429.401367
	Iteration 186Q: 3 clusters Score -3659853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -3659855.000000 Penalty: 3429.401367
	Iteration 187Q: 3 clusters Score -3659855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -3659854.000000 Penalty: 3429.401367
	Iteration 188Q: 3 clusters Score -3659854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -3659856.000000 Penalty: 3429.401367
	Iteration 189Q: 3 clusters Score -3659856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -3659847.500000 Penalty: 3429.401367
	Iteration 190Q: 3 clusters Score -3659848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -3659852.000000 Penalty: 3429.401367
	Iteration 191Q: 3 clusters Score -3659852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -3659848.750000 Penalty: 3429.401367
	Iteration 192Q: 3 clusters Score -3659849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -3659849.250000 Penalty: 3429.401367
	Iteration 193Q: 3 clusters Score -3659849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -3659849.250000 Penalty: 3429.401367
	Iteration 194Q: 3 clusters Score -3659849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -3659849.250000 Penalty: 3429.401367
	Iteration 195Q: 3 clusters Score -3659849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -3659850.000000 Penalty: 3429.401367
	Iteration 196Q: 3 clusters Score -3659850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -3659850.750000 Penalty: 3429.401367
	Iteration 197Q: 3 clusters Score -3659851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -3659851.250000 Penalty: 3429.401367
	Iteration 198Q: 3 clusters Score -3659851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -3659851.250000 Penalty: 3429.401367
	Iteration 199F: 3 clusters Score -3659851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -127910.523438 Penalty: 1184.561646
	Iteration 0F: 2 clusters Score -127910.5 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 726 members 
Entering Unmasked Estep 
Score: -126143.820312 Penalty: 2369.123291
	Iteration 0F: 3 clusters Score -126143.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126476.539062 Penalty: 2369.123291
	Iteration 1F: 3 clusters Score -126476.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -126574.296875 Penalty: 2369.123291
	Iteration 2F: 3 clusters Score -126574.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -126627.640625 Penalty: 2369.123291
	Iteration 3Q: 3 clusters Score -126627.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -126662.132812 Penalty: 2369.123291
	Iteration 4Q: 3 clusters Score -126662.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126687.578125 Penalty: 2369.123291
	Iteration 5Q: 3 clusters Score -126687.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126711.835938 Penalty: 2369.123291
	Iteration 6Q: 3 clusters Score -126711.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -126735.820312 Penalty: 2369.123291
	Iteration 7Q: 3 clusters Score -126735.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -126754.914062 Penalty: 2369.123291
	Iteration 8Q: 3 clusters Score -126754.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -126768.718750 Penalty: 2369.123291
	Iteration 9Q: 3 clusters Score -126768.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -126780.226562 Penalty: 2369.123291
	Iteration 10Q: 3 clusters Score -126780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -126788.742188 Penalty: 2369.123291
	Iteration 11Q: 3 clusters Score -126788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -126796.601562 Penalty: 2369.123291
	Iteration 12Q: 3 clusters Score -126796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -126800.945312 Penalty: 2369.123291
	Iteration 13Q: 3 clusters Score -126800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -126804.117188 Penalty: 2369.123291
	Iteration 14Q: 3 clusters Score -126804.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -126806.859375 Penalty: 2369.123291
	Iteration 15Q: 3 clusters Score -126806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -126808.609375 Penalty: 2369.123291
	Iteration 16Q: 3 clusters Score -126808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -126810.453125 Penalty: 2369.123291
	Iteration 17Q: 3 clusters Score -126810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -126811.484375 Penalty: 2369.123291
	Iteration 18Q: 3 clusters Score -126811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -126811.625000 Penalty: 2369.123291
	Iteration 19Q: 3 clusters Score -126811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -126811.625000 Penalty: 2369.123291
	Iteration 20F: 3 clusters Score -126811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -235564.937500 Penalty: 1274.880127
	Iteration 0F: 2 clusters Score -235564.9 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 1297 members 
Entering Unmasked Estep 
Score: -233141.093750 Penalty: 2549.760254
	Iteration 0F: 3 clusters Score -233141.1 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -233676.593750 Penalty: 2549.760254
	Iteration 1F: 3 clusters Score -233676.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -233822.890625 Penalty: 2549.760254
	Iteration 2F: 3 clusters Score -233822.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -233916.406250 Penalty: 2549.760254
	Iteration 3F: 3 clusters Score -233916.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -233978.375000 Penalty: 2549.760254
	Iteration 4Q: 3 clusters Score -233978.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -234034.343750 Penalty: 2549.760254
	Iteration 5Q: 3 clusters Score -234034.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -234100.250000 Penalty: 2549.760254
	Iteration 6Q: 3 clusters Score -234100.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -234146.234375 Penalty: 2549.760254
	Iteration 7Q: 3 clusters Score -234146.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -234202.390625 Penalty: 2549.760254
	Iteration 8Q: 3 clusters Score -234202.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -234263.468750 Penalty: 2549.760254
	Iteration 9Q: 3 clusters Score -234263.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -234332.640625 Penalty: 2549.760254
	Iteration 10Q: 3 clusters Score -234332.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -234396.812500 Penalty: 2549.760254
	Iteration 11Q: 3 clusters Score -234396.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -234445.062500 Penalty: 2549.760254
	Iteration 12Q: 3 clusters Score -234445.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -234503.203125 Penalty: 2549.760254
	Iteration 13Q: 3 clusters Score -234503.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -234553.875000 Penalty: 2549.760254
	Iteration 14Q: 3 clusters Score -234553.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -234589.921875 Penalty: 2549.760254
	Iteration 15Q: 3 clusters Score -234589.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -234623.984375 Penalty: 2549.760254
	Iteration 16Q: 3 clusters Score -234624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -234648.968750 Penalty: 2549.760254
	Iteration 17Q: 3 clusters Score -234649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -234669.375000 Penalty: 2549.760254
	Iteration 18Q: 3 clusters Score -234669.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -234683.281250 Penalty: 2549.760254
	Iteration 19Q: 3 clusters Score -234683.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -234695.109375 Penalty: 2549.760254
	Iteration 20F: 3 clusters Score -234695.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -234712.890625 Penalty: 2549.760254
	Iteration 21Q: 3 clusters Score -234712.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -234735.500000 Penalty: 2549.760254
	Iteration 22Q: 3 clusters Score -234735.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -234761.328125 Penalty: 2549.760254
	Iteration 23Q: 3 clusters Score -234761.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -234785.437500 Penalty: 2549.760254
	Iteration 24Q: 3 clusters Score -234785.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -234798.781250 Penalty: 2549.760254
	Iteration 25Q: 3 clusters Score -234798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -234808.703125 Penalty: 2549.760254
	Iteration 26Q: 3 clusters Score -234808.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -234816.875000 Penalty: 2549.760254
	Iteration 27Q: 3 clusters Score -234816.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -234827.734375 Penalty: 2549.760254
	Iteration 28Q: 3 clusters Score -234827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -234840.890625 Penalty: 2549.760254
	Iteration 29Q: 3 clusters Score -234840.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -234852.671875 Penalty: 2549.760254
	Iteration 30Q: 3 clusters Score -234852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -234863.593750 Penalty: 2549.760254
	Iteration 31Q: 3 clusters Score -234863.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -234870.796875 Penalty: 2549.760254
	Iteration 32Q: 3 clusters Score -234870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -234875.531250 Penalty: 2549.760254
	Iteration 33Q: 3 clusters Score -234875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -234878.843750 Penalty: 2549.760254
	Iteration 34Q: 3 clusters Score -234878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -234884.078125 Penalty: 2549.760254
	Iteration 35Q: 3 clusters Score -234884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -234887.187500 Penalty: 2549.760254
	Iteration 36Q: 3 clusters Score -234887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -234893.062500 Penalty: 2549.760254
	Iteration 37Q: 3 clusters Score -234893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -234896.281250 Penalty: 2549.760254
	Iteration 38Q: 3 clusters Score -234896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -234898.125000 Penalty: 2549.760254
	Iteration 39Q: 3 clusters Score -234898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -234898.578125 Penalty: 2549.760254
	Iteration 40F: 3 clusters Score -234898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -234899.000000 Penalty: 2549.760254
	Iteration 41Q: 3 clusters Score -234899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -234899.000000 Penalty: 2549.760254
	Iteration 42F: 3 clusters Score -234899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Entering Unmasked Estep 
Score: -3766551.500000 Penalty: 1718.827637
	Iteration 0F: 2 clusters Score -3766552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3742510.500000 Penalty: 3437.655273
	Iteration 0F: 3 clusters Score -3742510 nChanged 18356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3752749.500000 Penalty: 3437.655273
	Iteration 1F: 3 clusters Score -3752750 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3753311.250000 Penalty: 3437.655273
	Iteration 2Q: 3 clusters Score -3753311 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3754051.250000 Penalty: 3437.655273
	Iteration 3Q: 3 clusters Score -3754051 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3754987.250000 Penalty: 3437.655273
	Iteration 4F: 3 clusters Score -3754987 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3756297.500000 Penalty: 3437.655273
	Iteration 5F: 3 clusters Score -3756298 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3757842.500000 Penalty: 3437.655273
	Iteration 6F: 3 clusters Score -3757842 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3759642.500000 Penalty: 3437.655273
	Iteration 7F: 3 clusters Score -3759642 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3761446.250000 Penalty: 3437.655273
	Iteration 8F: 3 clusters Score -3761446 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -3763069.500000 Penalty: 3437.655273
	Iteration 9F: 3 clusters Score -3763070 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -3764186.500000 Penalty: 3437.655273
	Iteration 10Q: 3 clusters Score -3764186 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3764870.250000 Penalty: 3437.655273
	Iteration 11Q: 3 clusters Score -3764870 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -3765354.500000 Penalty: 3437.655273
	Iteration 12Q: 3 clusters Score -3765354 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3765587.750000 Penalty: 3437.655273
	Iteration 13Q: 3 clusters Score -3765588 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -3765664.500000 Penalty: 3437.655273
	Iteration 14Q: 3 clusters Score -3765664 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -3765678.500000 Penalty: 3437.655273
	Iteration 15Q: 3 clusters Score -3765678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -3765692.250000 Penalty: 3437.655273
	Iteration 16Q: 3 clusters Score -3765692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -3765681.750000 Penalty: 3437.655273
	Iteration 17Q: 3 clusters Score -3765682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -3765664.250000 Penalty: 3437.655273
	Iteration 18Q: 3 clusters Score -3765664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -3765643.500000 Penalty: 3437.655273
	Iteration 19Q: 3 clusters Score -3765644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -3765640.500000 Penalty: 3437.655273
	Iteration 20F: 3 clusters Score -3765640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -3765620.750000 Penalty: 3437.655273
	Iteration 21Q: 3 clusters Score -3765621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3765618.500000 Penalty: 3437.655273
	Iteration 22Q: 3 clusters Score -3765618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -3765608.000000 Penalty: 3437.655273
	Iteration 23Q: 3 clusters Score -3765608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -3765599.750000 Penalty: 3437.655273
	Iteration 24Q: 3 clusters Score -3765600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -3765595.750000 Penalty: 3437.655273
	Iteration 25Q: 3 clusters Score -3765596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -3765594.750000 Penalty: 3437.655273
	Iteration 26Q: 3 clusters Score -3765595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -3765597.250000 Penalty: 3437.655273
	Iteration 27Q: 3 clusters Score -3765597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -3765584.000000 Penalty: 3437.655273
	Iteration 28Q: 3 clusters Score -3765584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -3765580.250000 Penalty: 3437.655273
	Iteration 29Q: 3 clusters Score -3765580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -3765577.750000 Penalty: 3437.655273
	Iteration 30Q: 3 clusters Score -3765578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -3765570.750000 Penalty: 3437.655273
	Iteration 31Q: 3 clusters Score -3765571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -3765562.250000 Penalty: 3437.655273
	Iteration 32Q: 3 clusters Score -3765562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -3765569.500000 Penalty: 3437.655273
	Iteration 33Q: 3 clusters Score -3765570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -3765554.750000 Penalty: 3437.655273
	Iteration 34Q: 3 clusters Score -3765555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -3765549.750000 Penalty: 3437.655273
	Iteration 35Q: 3 clusters Score -3765550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -3765540.250000 Penalty: 3437.655273
	Iteration 36Q: 3 clusters Score -3765540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -3765538.000000 Penalty: 3437.655273
	Iteration 37Q: 3 clusters Score -3765538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3765535.500000 Penalty: 3437.655273
	Iteration 38Q: 3 clusters Score -3765536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -3765542.750000 Penalty: 3437.655273
	Iteration 39Q: 3 clusters Score -3765543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -3765538.750000 Penalty: 3437.655273
	Iteration 40F: 3 clusters Score -3765539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -3765537.250000 Penalty: 3437.655273
	Iteration 41Q: 3 clusters Score -3765537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -3765539.750000 Penalty: 3437.655273
	Iteration 42Q: 3 clusters Score -3765540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -3765542.500000 Penalty: 3437.655273
	Iteration 43Q: 3 clusters Score -3765542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -3765541.250000 Penalty: 3437.655273
	Iteration 44Q: 3 clusters Score -3765541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -3765536.500000 Penalty: 3437.655273
	Iteration 45Q: 3 clusters Score -3765536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -3765533.000000 Penalty: 3437.655273
	Iteration 46Q: 3 clusters Score -3765533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -3765532.500000 Penalty: 3437.655273
	Iteration 47Q: 3 clusters Score -3765532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -3765532.500000 Penalty: 3437.655273
	Iteration 48Q: 3 clusters Score -3765532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -3765535.250000 Penalty: 3437.655273
	Iteration 49Q: 3 clusters Score -3765535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -3765529.500000 Penalty: 3437.655273
	Iteration 50Q: 3 clusters Score -3765530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -3765523.250000 Penalty: 3437.655273
	Iteration 51Q: 3 clusters Score -3765523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -3765531.000000 Penalty: 3437.655273
	Iteration 52Q: 3 clusters Score -3765531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -3765528.000000 Penalty: 3437.655273
	Iteration 53Q: 3 clusters Score -3765528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -3765528.250000 Penalty: 3437.655273
	Iteration 54Q: 3 clusters Score -3765528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -3765530.000000 Penalty: 3437.655273
	Iteration 55Q: 3 clusters Score -3765530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -3765530.750000 Penalty: 3437.655273
	Iteration 56Q: 3 clusters Score -3765531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -3765532.000000 Penalty: 3437.655273
	Iteration 57Q: 3 clusters Score -3765532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -3765530.500000 Penalty: 3437.655273
	Iteration 58Q: 3 clusters Score -3765530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -3765519.750000 Penalty: 3437.655273
	Iteration 59Q: 3 clusters Score -3765520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -3765514.250000 Penalty: 3437.655273
	Iteration 60F: 3 clusters Score -3765514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -3765515.750000 Penalty: 3437.655273
	Iteration 61Q: 3 clusters Score -3765516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -3765516.250000 Penalty: 3437.655273
	Iteration 62Q: 3 clusters Score -3765516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -3765515.250000 Penalty: 3437.655273
	Iteration 63Q: 3 clusters Score -3765515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -3765513.500000 Penalty: 3437.655273
	Iteration 64Q: 3 clusters Score -3765514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -3765512.250000 Penalty: 3437.655273
	Iteration 65Q: 3 clusters Score -3765512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -3765517.000000 Penalty: 3437.655273
	Iteration 66Q: 3 clusters Score -3765517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -3765516.500000 Penalty: 3437.655273
	Iteration 67Q: 3 clusters Score -3765516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -3765511.750000 Penalty: 3437.655273
	Iteration 68Q: 3 clusters Score -3765512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -3765517.750000 Penalty: 3437.655273
	Iteration 69Q: 3 clusters Score -3765518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -3765514.000000 Penalty: 3437.655273
	Iteration 70Q: 3 clusters Score -3765514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -3765513.250000 Penalty: 3437.655273
	Iteration 71Q: 3 clusters Score -3765513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -3765511.000000 Penalty: 3437.655273
	Iteration 72Q: 3 clusters Score -3765511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -3765516.000000 Penalty: 3437.655273
	Iteration 73Q: 3 clusters Score -3765516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -3765511.500000 Penalty: 3437.655273
	Iteration 74Q: 3 clusters Score -3765512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -3765510.250000 Penalty: 3437.655273
	Iteration 75Q: 3 clusters Score -3765510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -3765507.750000 Penalty: 3437.655273
	Iteration 76Q: 3 clusters Score -3765508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -3765507.750000 Penalty: 3437.655273
	Iteration 77F: 3 clusters Score -3765508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Entering Unmasked Estep 
Score: -403502.937500 Penalty: 1361.338989
	Iteration 0F: 2 clusters Score -403502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -399950.500000 Penalty: 2722.677979
	Iteration 0F: 3 clusters Score -399950.5 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -400908.312500 Penalty: 2722.677979
	Iteration 1F: 3 clusters Score -400908.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -401078.718750 Penalty: 2722.677979
	Iteration 2F: 3 clusters Score -401078.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -401194.562500 Penalty: 2722.677979
	Iteration 3F: 3 clusters Score -401194.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -401284.781250 Penalty: 2722.677979
	Iteration 4Q: 3 clusters Score -401284.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -401361.156250 Penalty: 2722.677979
	Iteration 5Q: 3 clusters Score -401361.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -401419.843750 Penalty: 2722.677979
	Iteration 6Q: 3 clusters Score -401419.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -401485.843750 Penalty: 2722.677979
	Iteration 7Q: 3 clusters Score -401485.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -401560.750000 Penalty: 2722.677979
	Iteration 8Q: 3 clusters Score -401560.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -401642.687500 Penalty: 2722.677979
	Iteration 9Q: 3 clusters Score -401642.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -401718.750000 Penalty: 2722.677979
	Iteration 10Q: 3 clusters Score -401718.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -401790.625000 Penalty: 2722.677979
	Iteration 11Q: 3 clusters Score -401790.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -401869.250000 Penalty: 2722.677979
	Iteration 12Q: 3 clusters Score -401869.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -401944.718750 Penalty: 2722.677979
	Iteration 13Q: 3 clusters Score -401944.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -402007.031250 Penalty: 2722.677979
	Iteration 14Q: 3 clusters Score -402007 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -402065.812500 Penalty: 2722.677979
	Iteration 15Q: 3 clusters Score -402065.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -402121.906250 Penalty: 2722.677979
	Iteration 16Q: 3 clusters Score -402121.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -402162.125000 Penalty: 2722.677979
	Iteration 17Q: 3 clusters Score -402162.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -402200.406250 Penalty: 2722.677979
	Iteration 18Q: 3 clusters Score -402200.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -402247.937500 Penalty: 2722.677979
	Iteration 19Q: 3 clusters Score -402247.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -402306.875000 Penalty: 2722.677979
	Iteration 20F: 3 clusters Score -402306.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -402370.875000 Penalty: 2722.677979
	Iteration 21Q: 3 clusters Score -402370.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -402411.031250 Penalty: 2722.677979
	Iteration 22Q: 3 clusters Score -402411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -402438.281250 Penalty: 2722.677979
	Iteration 23Q: 3 clusters Score -402438.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -402457.187500 Penalty: 2722.677979
	Iteration 24Q: 3 clusters Score -402457.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -402473.343750 Penalty: 2722.677979
	Iteration 25Q: 3 clusters Score -402473.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -402485.625000 Penalty: 2722.677979
	Iteration 26Q: 3 clusters Score -402485.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -402495.062500 Penalty: 2722.677979
	Iteration 27Q: 3 clusters Score -402495.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -402503.625000 Penalty: 2722.677979
	Iteration 28Q: 3 clusters Score -402503.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -402508.250000 Penalty: 2722.677979
	Iteration 29Q: 3 clusters Score -402508.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -402513.343750 Penalty: 2722.677979
	Iteration 30Q: 3 clusters Score -402513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -402520.562500 Penalty: 2722.677979
	Iteration 31Q: 3 clusters Score -402520.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -402530.312500 Penalty: 2722.677979
	Iteration 32Q: 3 clusters Score -402530.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -402541.687500 Penalty: 2722.677979
	Iteration 33Q: 3 clusters Score -402541.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -402551.562500 Penalty: 2722.677979
	Iteration 34Q: 3 clusters Score -402551.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -402570.968750 Penalty: 2722.677979
	Iteration 35Q: 3 clusters Score -402571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -402598.687500 Penalty: 2722.677979
	Iteration 36Q: 3 clusters Score -402598.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -402636.281250 Penalty: 2722.677979
	Iteration 37Q: 3 clusters Score -402636.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -402681.281250 Penalty: 2722.677979
	Iteration 38Q: 3 clusters Score -402681.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -402728.250000 Penalty: 2722.677979
	Iteration 39Q: 3 clusters Score -402728.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -402773.593750 Penalty: 2722.677979
	Iteration 40F: 3 clusters Score -402773.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -402806.031250 Penalty: 2722.677979
	Iteration 41Q: 3 clusters Score -402806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -402836.593750 Penalty: 2722.677979
	Iteration 42Q: 3 clusters Score -402836.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -402851.062500 Penalty: 2722.677979
	Iteration 43Q: 3 clusters Score -402851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -402859.687500 Penalty: 2722.677979
	Iteration 44Q: 3 clusters Score -402859.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -402862.906250 Penalty: 2722.677979
	Iteration 45Q: 3 clusters Score -402862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -402863.750000 Penalty: 2722.677979
	Iteration 46Q: 3 clusters Score -402863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -402865.593750 Penalty: 2722.677979
	Iteration 47Q: 3 clusters Score -402865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -402867.250000 Penalty: 2722.677979
	Iteration 48Q: 3 clusters Score -402867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -402868.000000 Penalty: 2722.677979
	Iteration 49Q: 3 clusters Score -402868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -402869.375000 Penalty: 2722.677979
	Iteration 50Q: 3 clusters Score -402869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -402869.500000 Penalty: 2722.677979
	Iteration 51Q: 3 clusters Score -402869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -402869.656250 Penalty: 2722.677979
	Iteration 52Q: 3 clusters Score -402869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -402869.656250 Penalty: 2722.677979
	Iteration 53F: 3 clusters Score -402869.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -126884.296875 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -126884.3 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 727 members 
Entering Unmasked Estep 
Score: -125239.734375 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -125239.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125667.656250 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -125667.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -125841.093750 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -125841.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -125993.953125 Penalty: 2350.873047
	Iteration 3F: 3 clusters Score -125994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126078.070312 Penalty: 2350.873047
	Iteration 4Q: 3 clusters Score -126078.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126107.968750 Penalty: 2350.873047
	Iteration 5Q: 3 clusters Score -126108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126133.195312 Penalty: 2350.873047
	Iteration 6Q: 3 clusters Score -126133.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -126149.015625 Penalty: 2350.873047
	Iteration 7Q: 3 clusters Score -126149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126154.398438 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -126154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126157.710938 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -126157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126159.734375 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -126159.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -126160.132812 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -126160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126161.531250 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -126161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -126161.843750 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -126161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -126162.320312 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -126162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126162.484375 Penalty: 2350.873047
	Iteration 15Q: 3 clusters Score -126162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126162.937500 Penalty: 2350.873047
	Iteration 16Q: 3 clusters Score -126162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126162.937500 Penalty: 2350.873047
	Iteration 17F: 3 clusters Score -126162.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -401091.718750 Penalty: 1362.641846
	Iteration 0F: 2 clusters Score -401091.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397495.031250 Penalty: 2725.283691
	Iteration 0F: 3 clusters Score -397495 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -398419.406250 Penalty: 2725.283691
	Iteration 1F: 3 clusters Score -398419.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -398612.406250 Penalty: 2725.283691
	Iteration 2F: 3 clusters Score -398612.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -398751.468750 Penalty: 2725.283691
	Iteration 3F: 3 clusters Score -398751.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -398872.937500 Penalty: 2725.283691
	Iteration 4Q: 3 clusters Score -398872.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -399004.218750 Penalty: 2725.283691
	Iteration 5Q: 3 clusters Score -399004.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -399157.843750 Penalty: 2725.283691
	Iteration 6Q: 3 clusters Score -399157.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -399294.281250 Penalty: 2725.283691
	Iteration 7Q: 3 clusters Score -399294.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -399423.093750 Penalty: 2725.283691
	Iteration 8Q: 3 clusters Score -399423.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -399520.937500 Penalty: 2725.283691
	Iteration 9Q: 3 clusters Score -399520.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -399610.250000 Penalty: 2725.283691
	Iteration 10Q: 3 clusters Score -399610.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -399692.375000 Penalty: 2725.283691
	Iteration 11Q: 3 clusters Score -399692.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -399757.218750 Penalty: 2725.283691
	Iteration 12Q: 3 clusters Score -399757.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -399804.593750 Penalty: 2725.283691
	Iteration 13Q: 3 clusters Score -399804.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -399863.281250 Penalty: 2725.283691
	Iteration 14Q: 3 clusters Score -399863.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -399942.625000 Penalty: 2725.283691
	Iteration 15Q: 3 clusters Score -399942.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -400038.343750 Penalty: 2725.283691
	Iteration 16Q: 3 clusters Score -400038.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -400128.812500 Penalty: 2725.283691
	Iteration 17Q: 3 clusters Score -400128.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -400216.406250 Penalty: 2725.283691
	Iteration 18Q: 3 clusters Score -400216.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -400297.812500 Penalty: 2725.283691
	Iteration 19Q: 3 clusters Score -400297.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -400365.531250 Penalty: 2725.283691
	Iteration 20F: 3 clusters Score -400365.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -400419.062500 Penalty: 2725.283691
	Iteration 21Q: 3 clusters Score -400419.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -400458.562500 Penalty: 2725.283691
	Iteration 22Q: 3 clusters Score -400458.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -400496.968750 Penalty: 2725.283691
	Iteration 23Q: 3 clusters Score -400497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -400551.562500 Penalty: 2725.283691
	Iteration 24Q: 3 clusters Score -400551.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -400617.125000 Penalty: 2725.283691
	Iteration 25Q: 3 clusters Score -400617.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -400682.812500 Penalty: 2725.283691
	Iteration 26Q: 3 clusters Score -400682.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -400707.125000 Penalty: 2725.283691
	Iteration 27Q: 3 clusters Score -400707.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -400717.562500 Penalty: 2725.283691
	Iteration 28Q: 3 clusters Score -400717.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -400722.625000 Penalty: 2725.283691
	Iteration 29Q: 3 clusters Score -400722.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -400724.750000 Penalty: 2725.283691
	Iteration 30Q: 3 clusters Score -400724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -400728.500000 Penalty: 2725.283691
	Iteration 31Q: 3 clusters Score -400728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -400731.250000 Penalty: 2725.283691
	Iteration 32Q: 3 clusters Score -400731.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -400734.437500 Penalty: 2725.283691
	Iteration 33Q: 3 clusters Score -400734.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -400736.593750 Penalty: 2725.283691
	Iteration 34Q: 3 clusters Score -400736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -400741.031250 Penalty: 2725.283691
	Iteration 35Q: 3 clusters Score -400741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -400746.531250 Penalty: 2725.283691
	Iteration 36Q: 3 clusters Score -400746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -400749.250000 Penalty: 2725.283691
	Iteration 37Q: 3 clusters Score -400749.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -400758.687500 Penalty: 2725.283691
	Iteration 38Q: 3 clusters Score -400758.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -400777.031250 Penalty: 2725.283691
	Iteration 39Q: 3 clusters Score -400777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -400791.781250 Penalty: 2725.283691
	Iteration 40F: 3 clusters Score -400791.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -400802.843750 Penalty: 2725.283691
	Iteration 41Q: 3 clusters Score -400802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -400805.593750 Penalty: 2725.283691
	Iteration 42Q: 3 clusters Score -400805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -400806.156250 Penalty: 2725.283691
	Iteration 43Q: 3 clusters Score -400806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -400807.125000 Penalty: 2725.283691
	Iteration 44Q: 3 clusters Score -400807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -400806.843750 Penalty: 2725.283691
	Iteration 45Q: 3 clusters Score -400806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -400807.625000 Penalty: 2725.283691
	Iteration 46Q: 3 clusters Score -400807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -400807.343750 Penalty: 2725.283691
	Iteration 47Q: 3 clusters Score -400807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -400807.343750 Penalty: 2725.283691
	Iteration 48F: 3 clusters Score -400807.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40563.035156 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40563.04 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40694.277344 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40694.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40731.242188 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -40731.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40740.878906 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40740.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40742.394531 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40742.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40742.394531 Penalty: 2001.705933
	Iteration 5F: 3 clusters Score -40742.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -521896.250000 Penalty: 1405.706177
	Iteration 0F: 2 clusters Score -521896.2 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 2848 members 
Entering Unmasked Estep 
Score: -517464.500000 Penalty: 2811.412354
	Iteration 0F: 3 clusters Score -517464.5 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -518747.531250 Penalty: 2811.412354
	Iteration 1F: 3 clusters Score -518747.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -518929.031250 Penalty: 2811.412354
	Iteration 2F: 3 clusters Score -518929 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -519076.187500 Penalty: 2811.412354
	Iteration 3Q: 3 clusters Score -519076.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -519225.843750 Penalty: 2811.412354
	Iteration 4Q: 3 clusters Score -519225.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -519401.218750 Penalty: 2811.412354
	Iteration 5Q: 3 clusters Score -519401.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -519626.968750 Penalty: 2811.412354
	Iteration 6Q: 3 clusters Score -519627 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -519926.093750 Penalty: 2811.412354
	Iteration 7F: 3 clusters Score -519926.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -520286.687500 Penalty: 2811.412354
	Iteration 8F: 3 clusters Score -520286.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -520614.187500 Penalty: 2811.412354
	Iteration 9F: 3 clusters Score -520614.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -520800.750000 Penalty: 2811.412354
	Iteration 10Q: 3 clusters Score -520800.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -520915.781250 Penalty: 2811.412354
	Iteration 11Q: 3 clusters Score -520915.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -520985.156250 Penalty: 2811.412354
	Iteration 12Q: 3 clusters Score -520985.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -521020.281250 Penalty: 2811.412354
	Iteration 13Q: 3 clusters Score -521020.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -521040.343750 Penalty: 2811.412354
	Iteration 14Q: 3 clusters Score -521040.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -521054.343750 Penalty: 2811.412354
	Iteration 15Q: 3 clusters Score -521054.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -521066.875000 Penalty: 2811.412354
	Iteration 16Q: 3 clusters Score -521066.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -521078.812500 Penalty: 2811.412354
	Iteration 17Q: 3 clusters Score -521078.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -521087.687500 Penalty: 2811.412354
	Iteration 18Q: 3 clusters Score -521087.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -521095.562500 Penalty: 2811.412354
	Iteration 19Q: 3 clusters Score -521095.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -521099.875000 Penalty: 2811.412354
	Iteration 20F: 3 clusters Score -521099.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -521104.781250 Penalty: 2811.412354
	Iteration 21Q: 3 clusters Score -521104.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -521109.468750 Penalty: 2811.412354
	Iteration 22Q: 3 clusters Score -521109.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -521111.781250 Penalty: 2811.412354
	Iteration 23Q: 3 clusters Score -521111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -521113.468750 Penalty: 2811.412354
	Iteration 24Q: 3 clusters Score -521113.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -521115.312500 Penalty: 2811.412354
	Iteration 25Q: 3 clusters Score -521115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -521118.093750 Penalty: 2811.412354
	Iteration 26Q: 3 clusters Score -521118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -521118.593750 Penalty: 2811.412354
	Iteration 27Q: 3 clusters Score -521118.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -521118.812500 Penalty: 2811.412354
	Iteration 28Q: 3 clusters Score -521118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -521120.406250 Penalty: 2811.412354
	Iteration 29Q: 3 clusters Score -521120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -521121.781250 Penalty: 2811.412354
	Iteration 30Q: 3 clusters Score -521121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -521123.031250 Penalty: 2811.412354
	Iteration 31Q: 3 clusters Score -521123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -521124.687500 Penalty: 2811.412354
	Iteration 32Q: 3 clusters Score -521124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -521124.687500 Penalty: 2811.412354
	Iteration 33Q: 3 clusters Score -521124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -521125.687500 Penalty: 2811.412354
	Iteration 34Q: 3 clusters Score -521125.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -521127.218750 Penalty: 2811.412354
	Iteration 35Q: 3 clusters Score -521127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -521128.312500 Penalty: 2811.412354
	Iteration 36Q: 3 clusters Score -521128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -521130.687500 Penalty: 2811.412354
	Iteration 37Q: 3 clusters Score -521130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -521130.937500 Penalty: 2811.412354
	Iteration 38Q: 3 clusters Score -521130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -521132.156250 Penalty: 2811.412354
	Iteration 39Q: 3 clusters Score -521132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -521132.906250 Penalty: 2811.412354
	Iteration 40F: 3 clusters Score -521132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -521133.406250 Penalty: 2811.412354
	Iteration 41Q: 3 clusters Score -521133.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -521134.718750 Penalty: 2811.412354
	Iteration 42Q: 3 clusters Score -521134.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -521136.218750 Penalty: 2811.412354
	Iteration 43Q: 3 clusters Score -521136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -521136.500000 Penalty: 2811.412354
	Iteration 44Q: 3 clusters Score -521136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -521137.500000 Penalty: 2811.412354
	Iteration 45Q: 3 clusters Score -521137.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -521140.562500 Penalty: 2811.412354
	Iteration 46Q: 3 clusters Score -521140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -521140.750000 Penalty: 2811.412354
	Iteration 47Q: 3 clusters Score -521140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -521142.250000 Penalty: 2811.412354
	Iteration 48Q: 3 clusters Score -521142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -521144.125000 Penalty: 2811.412354
	Iteration 49Q: 3 clusters Score -521144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -521144.531250 Penalty: 2811.412354
	Iteration 50Q: 3 clusters Score -521144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -521145.406250 Penalty: 2811.412354
	Iteration 51Q: 3 clusters Score -521145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -521146.625000 Penalty: 2811.412354
	Iteration 52Q: 3 clusters Score -521146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -521146.718750 Penalty: 2811.412354
	Iteration 53Q: 3 clusters Score -521146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -521147.812500 Penalty: 2811.412354
	Iteration 54Q: 3 clusters Score -521147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -521147.125000 Penalty: 2811.412354
	Iteration 55Q: 3 clusters Score -521147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -521147.156250 Penalty: 2811.412354
	Iteration 56Q: 3 clusters Score -521147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -521148.343750 Penalty: 2811.412354
	Iteration 57Q: 3 clusters Score -521148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -521148.375000 Penalty: 2811.412354
	Iteration 58Q: 3 clusters Score -521148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -521148.750000 Penalty: 2811.412354
	Iteration 59Q: 3 clusters Score -521148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -521148.250000 Penalty: 2811.412354
	Iteration 60F: 3 clusters Score -521148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -521147.812500 Penalty: 2811.412354
	Iteration 61Q: 3 clusters Score -521147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -521149.562500 Penalty: 2811.412354
	Iteration 62Q: 3 clusters Score -521149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -521149.781250 Penalty: 2811.412354
	Iteration 63Q: 3 clusters Score -521149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -521149.781250 Penalty: 2811.412354
	Iteration 64F: 3 clusters Score -521149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Entering Unmasked Estep 
Score: -390988.718750 Penalty: 1357.978271
	Iteration 0F: 2 clusters Score -390988.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -387508.062500 Penalty: 2715.956543
	Iteration 0F: 3 clusters Score -387508.1 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -388544.562500 Penalty: 2715.956543
	Iteration 1F: 3 clusters Score -388544.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -388793.281250 Penalty: 2715.956543
	Iteration 2F: 3 clusters Score -388793.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -389014.562500 Penalty: 2715.956543
	Iteration 3F: 3 clusters Score -389014.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -389205.156250 Penalty: 2715.956543
	Iteration 4F: 3 clusters Score -389205.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -389382.437500 Penalty: 2715.956543
	Iteration 5F: 3 clusters Score -389382.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -389516.781250 Penalty: 2715.956543
	Iteration 6Q: 3 clusters Score -389516.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -389631.812500 Penalty: 2715.956543
	Iteration 7Q: 3 clusters Score -389631.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -389724.937500 Penalty: 2715.956543
	Iteration 8Q: 3 clusters Score -389724.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -389830.968750 Penalty: 2715.956543
	Iteration 9Q: 3 clusters Score -389831 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -389954.406250 Penalty: 2715.956543
	Iteration 10Q: 3 clusters Score -389954.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -390062.687500 Penalty: 2715.956543
	Iteration 11Q: 3 clusters Score -390062.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -390153.281250 Penalty: 2715.956543
	Iteration 12Q: 3 clusters Score -390153.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -390222.468750 Penalty: 2715.956543
	Iteration 13Q: 3 clusters Score -390222.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -390256.500000 Penalty: 2715.956543
	Iteration 14Q: 3 clusters Score -390256.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -390283.125000 Penalty: 2715.956543
	Iteration 15Q: 3 clusters Score -390283.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -390299.531250 Penalty: 2715.956543
	Iteration 16Q: 3 clusters Score -390299.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -390313.843750 Penalty: 2715.956543
	Iteration 17Q: 3 clusters Score -390313.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -390328.343750 Penalty: 2715.956543
	Iteration 18Q: 3 clusters Score -390328.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -390336.531250 Penalty: 2715.956543
	Iteration 19Q: 3 clusters Score -390336.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -390343.343750 Penalty: 2715.956543
	Iteration 20F: 3 clusters Score -390343.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -390348.156250 Penalty: 2715.956543
	Iteration 21Q: 3 clusters Score -390348.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -390353.062500 Penalty: 2715.956543
	Iteration 22Q: 3 clusters Score -390353.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -390358.156250 Penalty: 2715.956543
	Iteration 23Q: 3 clusters Score -390358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -390360.031250 Penalty: 2715.956543
	Iteration 24Q: 3 clusters Score -390360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -390359.593750 Penalty: 2715.956543
	Iteration 25Q: 3 clusters Score -390359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -390361.062500 Penalty: 2715.956543
	Iteration 26Q: 3 clusters Score -390361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -390361.718750 Penalty: 2715.956543
	Iteration 27Q: 3 clusters Score -390361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -390361.750000 Penalty: 2715.956543
	Iteration 28Q: 3 clusters Score -390361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -390363.656250 Penalty: 2715.956543
	Iteration 29Q: 3 clusters Score -390363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -390362.875000 Penalty: 2715.956543
	Iteration 30Q: 3 clusters Score -390362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -390363.843750 Penalty: 2715.956543
	Iteration 31Q: 3 clusters Score -390363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -390364.625000 Penalty: 2715.956543
	Iteration 32Q: 3 clusters Score -390364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -390365.687500 Penalty: 2715.956543
	Iteration 33Q: 3 clusters Score -390365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -390365.343750 Penalty: 2715.956543
	Iteration 34Q: 3 clusters Score -390365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -390365.250000 Penalty: 2715.956543
	Iteration 35Q: 3 clusters Score -390365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -390366.218750 Penalty: 2715.956543
	Iteration 36Q: 3 clusters Score -390366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -390366.562500 Penalty: 2715.956543
	Iteration 37Q: 3 clusters Score -390366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -390368.531250 Penalty: 2715.956543
	Iteration 38Q: 3 clusters Score -390368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -390370.156250 Penalty: 2715.956543
	Iteration 39Q: 3 clusters Score -390370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -390370.781250 Penalty: 2715.956543
	Iteration 40F: 3 clusters Score -390370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -390371.937500 Penalty: 2715.956543
	Iteration 41Q: 3 clusters Score -390371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -390373.375000 Penalty: 2715.956543
	Iteration 42Q: 3 clusters Score -390373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -390372.968750 Penalty: 2715.956543
	Iteration 43Q: 3 clusters Score -390373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -390374.531250 Penalty: 2715.956543
	Iteration 44Q: 3 clusters Score -390374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -390375.593750 Penalty: 2715.956543
	Iteration 45Q: 3 clusters Score -390375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -390375.906250 Penalty: 2715.956543
	Iteration 46Q: 3 clusters Score -390375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -390375.937500 Penalty: 2715.956543
	Iteration 47Q: 3 clusters Score -390375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -390376.312500 Penalty: 2715.956543
	Iteration 48Q: 3 clusters Score -390376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -390376.687500 Penalty: 2715.956543
	Iteration 49Q: 3 clusters Score -390376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -390377.125000 Penalty: 2715.956543
	Iteration 50Q: 3 clusters Score -390377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -390378.593750 Penalty: 2715.956543
	Iteration 51Q: 3 clusters Score -390378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -390378.406250 Penalty: 2715.956543
	Iteration 52Q: 3 clusters Score -390378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -390378.156250 Penalty: 2715.956543
	Iteration 53Q: 3 clusters Score -390378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -390378.156250 Penalty: 2715.956543
	Iteration 54F: 3 clusters Score -390378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -490910.250000 Penalty: 1390.666992
	Iteration 0F: 2 clusters Score -490910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -486862.468750 Penalty: 2781.333984
	Iteration 0F: 3 clusters Score -486862.5 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -488016.062500 Penalty: 2781.333984
	Iteration 1F: 3 clusters Score -488016.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -488160.093750 Penalty: 2781.333984
	Iteration 2F: 3 clusters Score -488160.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -488251.312500 Penalty: 2781.333984
	Iteration 3Q: 3 clusters Score -488251.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -488307.156250 Penalty: 2781.333984
	Iteration 4Q: 3 clusters Score -488307.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -488352.031250 Penalty: 2781.333984
	Iteration 5Q: 3 clusters Score -488352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -488391.000000 Penalty: 2781.333984
	Iteration 6Q: 3 clusters Score -488391 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -488433.187500 Penalty: 2781.333984
	Iteration 7Q: 3 clusters Score -488433.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -488467.125000 Penalty: 2781.333984
	Iteration 8Q: 3 clusters Score -488467.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -488501.468750 Penalty: 2781.333984
	Iteration 9Q: 3 clusters Score -488501.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -488539.656250 Penalty: 2781.333984
	Iteration 10Q: 3 clusters Score -488539.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -488583.250000 Penalty: 2781.333984
	Iteration 11Q: 3 clusters Score -488583.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -488618.875000 Penalty: 2781.333984
	Iteration 12Q: 3 clusters Score -488618.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -488658.281250 Penalty: 2781.333984
	Iteration 13Q: 3 clusters Score -488658.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -488687.625000 Penalty: 2781.333984
	Iteration 14Q: 3 clusters Score -488687.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -488719.500000 Penalty: 2781.333984
	Iteration 15Q: 3 clusters Score -488719.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -488755.750000 Penalty: 2781.333984
	Iteration 16Q: 3 clusters Score -488755.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -488791.625000 Penalty: 2781.333984
	Iteration 17Q: 3 clusters Score -488791.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -488839.125000 Penalty: 2781.333984
	Iteration 18Q: 3 clusters Score -488839.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -488888.500000 Penalty: 2781.333984
	Iteration 19Q: 3 clusters Score -488888.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -488951.437500 Penalty: 2781.333984
	Iteration 20F: 3 clusters Score -488951.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -489019.156250 Penalty: 2781.333984
	Iteration 21Q: 3 clusters Score -489019.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -489100.656250 Penalty: 2781.333984
	Iteration 22Q: 3 clusters Score -489100.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -489179.281250 Penalty: 2781.333984
	Iteration 23Q: 3 clusters Score -489179.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -489259.218750 Penalty: 2781.333984
	Iteration 24Q: 3 clusters Score -489259.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -489326.437500 Penalty: 2781.333984
	Iteration 25Q: 3 clusters Score -489326.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -489378.656250 Penalty: 2781.333984
	Iteration 26Q: 3 clusters Score -489378.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -489414.312500 Penalty: 2781.333984
	Iteration 27Q: 3 clusters Score -489414.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -489442.687500 Penalty: 2781.333984
	Iteration 28Q: 3 clusters Score -489442.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -489475.375000 Penalty: 2781.333984
	Iteration 29Q: 3 clusters Score -489475.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -489499.562500 Penalty: 2781.333984
	Iteration 30Q: 3 clusters Score -489499.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -489521.875000 Penalty: 2781.333984
	Iteration 31Q: 3 clusters Score -489521.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -489541.968750 Penalty: 2781.333984
	Iteration 32Q: 3 clusters Score -489542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -489552.625000 Penalty: 2781.333984
	Iteration 33Q: 3 clusters Score -489552.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -489564.218750 Penalty: 2781.333984
	Iteration 34Q: 3 clusters Score -489564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -489570.031250 Penalty: 2781.333984
	Iteration 35Q: 3 clusters Score -489570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -489574.968750 Penalty: 2781.333984
	Iteration 36Q: 3 clusters Score -489575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -489578.687500 Penalty: 2781.333984
	Iteration 37Q: 3 clusters Score -489578.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -489583.250000 Penalty: 2781.333984
	Iteration 38Q: 3 clusters Score -489583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -489585.625000 Penalty: 2781.333984
	Iteration 39Q: 3 clusters Score -489585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -489588.468750 Penalty: 2781.333984
	Iteration 40F: 3 clusters Score -489588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -489592.000000 Penalty: 2781.333984
	Iteration 41Q: 3 clusters Score -489592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -489591.375000 Penalty: 2781.333984
	Iteration 42Q: 3 clusters Score -489591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -489591.843750 Penalty: 2781.333984
	Iteration 43Q: 3 clusters Score -489591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -489591.843750 Penalty: 2781.333984
	Iteration 44F: 3 clusters Score -489591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -192922.156250 Penalty: 1264.095337
	Iteration 0F: 2 clusters Score -192922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -190639.203125 Penalty: 2528.190674
	Iteration 0F: 3 clusters Score -190639.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -191370.531250 Penalty: 2528.190674
	Iteration 1F: 3 clusters Score -191370.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -191690.828125 Penalty: 2528.190674
	Iteration 2F: 3 clusters Score -191690.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -191856.218750 Penalty: 2528.190674
	Iteration 3F: 3 clusters Score -191856.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -191964.203125 Penalty: 2528.190674
	Iteration 4Q: 3 clusters Score -191964.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -192037.156250 Penalty: 2528.190674
	Iteration 5Q: 3 clusters Score -192037.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -192071.968750 Penalty: 2528.190674
	Iteration 6Q: 3 clusters Score -192072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -192111.765625 Penalty: 2528.190674
	Iteration 7Q: 3 clusters Score -192111.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -192134.078125 Penalty: 2528.190674
	Iteration 8Q: 3 clusters Score -192134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -192144.937500 Penalty: 2528.190674
	Iteration 9Q: 3 clusters Score -192144.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -192161.406250 Penalty: 2528.190674
	Iteration 10Q: 3 clusters Score -192161.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -192190.406250 Penalty: 2528.190674
	Iteration 11Q: 3 clusters Score -192190.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -192207.937500 Penalty: 2528.190674
	Iteration 12Q: 3 clusters Score -192207.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -192223.625000 Penalty: 2528.190674
	Iteration 13Q: 3 clusters Score -192223.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -192238.125000 Penalty: 2528.190674
	Iteration 14Q: 3 clusters Score -192238.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -192254.015625 Penalty: 2528.190674
	Iteration 15Q: 3 clusters Score -192254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -192275.234375 Penalty: 2528.190674
	Iteration 16Q: 3 clusters Score -192275.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -192294.718750 Penalty: 2528.190674
	Iteration 17Q: 3 clusters Score -192294.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -192316.843750 Penalty: 2528.190674
	Iteration 18Q: 3 clusters Score -192316.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -192338.218750 Penalty: 2528.190674
	Iteration 19Q: 3 clusters Score -192338.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -192355.890625 Penalty: 2528.190674
	Iteration 20F: 3 clusters Score -192355.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -192378.562500 Penalty: 2528.190674
	Iteration 21Q: 3 clusters Score -192378.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -192398.046875 Penalty: 2528.190674
	Iteration 22Q: 3 clusters Score -192398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -192412.359375 Penalty: 2528.190674
	Iteration 23Q: 3 clusters Score -192412.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -192431.812500 Penalty: 2528.190674
	Iteration 24Q: 3 clusters Score -192431.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -192444.734375 Penalty: 2528.190674
	Iteration 25Q: 3 clusters Score -192444.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -192452.953125 Penalty: 2528.190674
	Iteration 26Q: 3 clusters Score -192453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -192464.453125 Penalty: 2528.190674
	Iteration 27Q: 3 clusters Score -192464.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -192471.546875 Penalty: 2528.190674
	Iteration 28Q: 3 clusters Score -192471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -192479.875000 Penalty: 2528.190674
	Iteration 29Q: 3 clusters Score -192479.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -192484.609375 Penalty: 2528.190674
	Iteration 30Q: 3 clusters Score -192484.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192491.531250 Penalty: 2528.190674
	Iteration 31Q: 3 clusters Score -192491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192499.406250 Penalty: 2528.190674
	Iteration 32Q: 3 clusters Score -192499.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -192502.890625 Penalty: 2528.190674
	Iteration 33Q: 3 clusters Score -192502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -192504.234375 Penalty: 2528.190674
	Iteration 34Q: 3 clusters Score -192504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -192506.656250 Penalty: 2528.190674
	Iteration 35Q: 3 clusters Score -192506.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -192509.390625 Penalty: 2528.190674
	Iteration 36Q: 3 clusters Score -192509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -192511.671875 Penalty: 2528.190674
	Iteration 37Q: 3 clusters Score -192511.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -192515.859375 Penalty: 2528.190674
	Iteration 38Q: 3 clusters Score -192515.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -192517.281250 Penalty: 2528.190674
	Iteration 39Q: 3 clusters Score -192517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -192523.875000 Penalty: 2528.190674
	Iteration 40F: 3 clusters Score -192523.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -192536.890625 Penalty: 2528.190674
	Iteration 41Q: 3 clusters Score -192536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -192543.578125 Penalty: 2528.190674
	Iteration 42Q: 3 clusters Score -192543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -192547.093750 Penalty: 2528.190674
	Iteration 43Q: 3 clusters Score -192547.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -192551.656250 Penalty: 2528.190674
	Iteration 44Q: 3 clusters Score -192551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -192553.281250 Penalty: 2528.190674
	Iteration 45Q: 3 clusters Score -192553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -192556.203125 Penalty: 2528.190674
	Iteration 46Q: 3 clusters Score -192556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -192559.703125 Penalty: 2528.190674
	Iteration 47Q: 3 clusters Score -192559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -192561.296875 Penalty: 2528.190674
	Iteration 48Q: 3 clusters Score -192561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -192562.984375 Penalty: 2528.190674
	Iteration 49Q: 3 clusters Score -192563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -192563.968750 Penalty: 2528.190674
	Iteration 50Q: 3 clusters Score -192564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -192564.890625 Penalty: 2528.190674
	Iteration 51Q: 3 clusters Score -192564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -192565.203125 Penalty: 2528.190674
	Iteration 52Q: 3 clusters Score -192565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -192565.921875 Penalty: 2528.190674
	Iteration 53Q: 3 clusters Score -192565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -192566.875000 Penalty: 2528.190674
	Iteration 54Q: 3 clusters Score -192566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -192567.031250 Penalty: 2528.190674
	Iteration 55Q: 3 clusters Score -192567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -192567.031250 Penalty: 2528.190674
	Iteration 56F: 3 clusters Score -192567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Entering Unmasked Estep 
Score: -4020733.750000 Penalty: 1725.684082
	Iteration 0F: 2 clusters Score -4020734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3999306.750000 Penalty: 3451.368164
	Iteration 0F: 3 clusters Score -3999307 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -4010109.000000 Penalty: 3451.368164
	Iteration 1F: 3 clusters Score -4010109 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4010727.750000 Penalty: 3451.368164
	Iteration 2Q: 3 clusters Score -4010728 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4011491.000000 Penalty: 3451.368164
	Iteration 3Q: 3 clusters Score -4011491 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -4012635.000000 Penalty: 3451.368164
	Iteration 4F: 3 clusters Score -4012635 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4014371.000000 Penalty: 3451.368164
	Iteration 5F: 3 clusters Score -4014371 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4016798.750000 Penalty: 3451.368164
	Iteration 6F: 3 clusters Score -4016799 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4018460.500000 Penalty: 3451.368164
	Iteration 7F: 3 clusters Score -4018460 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -4018622.000000 Penalty: 3451.368164
	Iteration 8F: 3 clusters Score -4018622 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -4018819.500000 Penalty: 3451.368164
	Iteration 9Q: 3 clusters Score -4018820 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4019033.500000 Penalty: 3451.368164
	Iteration 10Q: 3 clusters Score -4019034 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -4019153.000000 Penalty: 3451.368164
	Iteration 11Q: 3 clusters Score -4019153 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4019222.250000 Penalty: 3451.368164
	Iteration 12Q: 3 clusters Score -4019222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4019264.000000 Penalty: 3451.368164
	Iteration 13Q: 3 clusters Score -4019264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -4019297.250000 Penalty: 3451.368164
	Iteration 14Q: 3 clusters Score -4019297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -4019313.000000 Penalty: 3451.368164
	Iteration 15Q: 3 clusters Score -4019313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -4019327.250000 Penalty: 3451.368164
	Iteration 16Q: 3 clusters Score -4019327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -4019342.250000 Penalty: 3451.368164
	Iteration 17Q: 3 clusters Score -4019342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -4019344.500000 Penalty: 3451.368164
	Iteration 18Q: 3 clusters Score -4019344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -4019342.500000 Penalty: 3451.368164
	Iteration 19Q: 3 clusters Score -4019342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -4019345.750000 Penalty: 3451.368164
	Iteration 20F: 3 clusters Score -4019346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -4019349.250000 Penalty: 3451.368164
	Iteration 21Q: 3 clusters Score -4019349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4019343.250000 Penalty: 3451.368164
	Iteration 22Q: 3 clusters Score -4019343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -4019348.250000 Penalty: 3451.368164
	Iteration 23Q: 3 clusters Score -4019348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4019350.000000 Penalty: 3451.368164
	Iteration 24Q: 3 clusters Score -4019350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -4019343.500000 Penalty: 3451.368164
	Iteration 25Q: 3 clusters Score -4019344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -4019343.500000 Penalty: 3451.368164
	Iteration 26F: 3 clusters Score -4019344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -435915.156250 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -435915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -432032.625000 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -432032.6 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -433154.906250 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -433154.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -433379.375000 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -433379.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -433546.968750 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -433547 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -433698.875000 Penalty: 2758.121338
	Iteration 4F: 3 clusters Score -433698.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -433858.250000 Penalty: 2758.121338
	Iteration 5F: 3 clusters Score -433858.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -433990.937500 Penalty: 2758.121338
	Iteration 6Q: 3 clusters Score -433990.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -434108.500000 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -434108.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -434208.500000 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -434208.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -434287.125000 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -434287.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -434342.312500 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -434342.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -434397.843750 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -434397.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -434444.718750 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -434444.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -434486.812500 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -434486.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -434519.500000 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -434519.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -434551.875000 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -434551.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -434587.500000 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -434587.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -434609.000000 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -434609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -434623.718750 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -434623.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -434634.031250 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -434634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -434641.562500 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -434641.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -434650.093750 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -434650.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -434659.781250 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -434659.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -434669.843750 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -434669.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -434683.968750 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -434684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -434695.843750 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -434695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -434705.750000 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -434705.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -434712.000000 Penalty: 2758.121338
	Iteration 27Q: 3 clusters Score -434712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -434719.156250 Penalty: 2758.121338
	Iteration 28Q: 3 clusters Score -434719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -434724.000000 Penalty: 2758.121338
	Iteration 29Q: 3 clusters Score -434724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -434727.125000 Penalty: 2758.121338
	Iteration 30Q: 3 clusters Score -434727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -434729.500000 Penalty: 2758.121338
	Iteration 31Q: 3 clusters Score -434729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -434733.781250 Penalty: 2758.121338
	Iteration 32Q: 3 clusters Score -434733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -434737.187500 Penalty: 2758.121338
	Iteration 33Q: 3 clusters Score -434737.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -434747.343750 Penalty: 2758.121338
	Iteration 34Q: 3 clusters Score -434747.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -434758.156250 Penalty: 2758.121338
	Iteration 35Q: 3 clusters Score -434758.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -434765.281250 Penalty: 2758.121338
	Iteration 36Q: 3 clusters Score -434765.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -434769.656250 Penalty: 2758.121338
	Iteration 37Q: 3 clusters Score -434769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -434772.187500 Penalty: 2758.121338
	Iteration 38Q: 3 clusters Score -434772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -434775.375000 Penalty: 2758.121338
	Iteration 39Q: 3 clusters Score -434775.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -434781.406250 Penalty: 2758.121338
	Iteration 40F: 3 clusters Score -434781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -434786.000000 Penalty: 2758.121338
	Iteration 41Q: 3 clusters Score -434786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -434793.500000 Penalty: 2758.121338
	Iteration 42Q: 3 clusters Score -434793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -434799.781250 Penalty: 2758.121338
	Iteration 43Q: 3 clusters Score -434799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -434802.031250 Penalty: 2758.121338
	Iteration 44Q: 3 clusters Score -434802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -434804.156250 Penalty: 2758.121338
	Iteration 45Q: 3 clusters Score -434804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -434807.156250 Penalty: 2758.121338
	Iteration 46Q: 3 clusters Score -434807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -434808.593750 Penalty: 2758.121338
	Iteration 47Q: 3 clusters Score -434808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -434808.593750 Penalty: 2758.121338
	Iteration 48F: 3 clusters Score -434808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Entering Unmasked Estep 
Score: -445033.843750 Penalty: 1380.694580
	Iteration 0F: 2 clusters Score -445033.8 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 2458 members 
Entering Unmasked Estep 
Score: -441155.093750 Penalty: 2761.389160
	Iteration 0F: 3 clusters Score -441155.1 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -442328.312500 Penalty: 2761.389160
	Iteration 1F: 3 clusters Score -442328.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -442581.843750 Penalty: 2761.389160
	Iteration 2F: 3 clusters Score -442581.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -442795.718750 Penalty: 2761.389160
	Iteration 3F: 3 clusters Score -442795.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -442995.156250 Penalty: 2761.389160
	Iteration 4F: 3 clusters Score -442995.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -443155.500000 Penalty: 2761.389160
	Iteration 5Q: 3 clusters Score -443155.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -443251.906250 Penalty: 2761.389160
	Iteration 6Q: 3 clusters Score -443251.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -443343.562500 Penalty: 2761.389160
	Iteration 7Q: 3 clusters Score -443343.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -443441.687500 Penalty: 2761.389160
	Iteration 8Q: 3 clusters Score -443441.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -443517.031250 Penalty: 2761.389160
	Iteration 9Q: 3 clusters Score -443517 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -443581.937500 Penalty: 2761.389160
	Iteration 10Q: 3 clusters Score -443581.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -443646.687500 Penalty: 2761.389160
	Iteration 11Q: 3 clusters Score -443646.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -443701.187500 Penalty: 2761.389160
	Iteration 12Q: 3 clusters Score -443701.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -443750.250000 Penalty: 2761.389160
	Iteration 13Q: 3 clusters Score -443750.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -443794.187500 Penalty: 2761.389160
	Iteration 14Q: 3 clusters Score -443794.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -443829.656250 Penalty: 2761.389160
	Iteration 15Q: 3 clusters Score -443829.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -443855.375000 Penalty: 2761.389160
	Iteration 16Q: 3 clusters Score -443855.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -443881.156250 Penalty: 2761.389160
	Iteration 17Q: 3 clusters Score -443881.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -443905.875000 Penalty: 2761.389160
	Iteration 18Q: 3 clusters Score -443905.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -443925.375000 Penalty: 2761.389160
	Iteration 19Q: 3 clusters Score -443925.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -443941.000000 Penalty: 2761.389160
	Iteration 20F: 3 clusters Score -443941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -443960.781250 Penalty: 2761.389160
	Iteration 21Q: 3 clusters Score -443960.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -443976.875000 Penalty: 2761.389160
	Iteration 22Q: 3 clusters Score -443976.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -443986.906250 Penalty: 2761.389160
	Iteration 23Q: 3 clusters Score -443986.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -443997.656250 Penalty: 2761.389160
	Iteration 24Q: 3 clusters Score -443997.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -444001.781250 Penalty: 2761.389160
	Iteration 25Q: 3 clusters Score -444001.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -444008.125000 Penalty: 2761.389160
	Iteration 26Q: 3 clusters Score -444008.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -444012.218750 Penalty: 2761.389160
	Iteration 27Q: 3 clusters Score -444012.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -444014.937500 Penalty: 2761.389160
	Iteration 28Q: 3 clusters Score -444014.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -444017.937500 Penalty: 2761.389160
	Iteration 29Q: 3 clusters Score -444017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -444020.250000 Penalty: 2761.389160
	Iteration 30Q: 3 clusters Score -444020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -444022.937500 Penalty: 2761.389160
	Iteration 31Q: 3 clusters Score -444022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -444024.625000 Penalty: 2761.389160
	Iteration 32Q: 3 clusters Score -444024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -444024.531250 Penalty: 2761.389160
	Iteration 33Q: 3 clusters Score -444024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -444026.281250 Penalty: 2761.389160
	Iteration 34Q: 3 clusters Score -444026.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -444028.062500 Penalty: 2761.389160
	Iteration 35Q: 3 clusters Score -444028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -444029.812500 Penalty: 2761.389160
	Iteration 36Q: 3 clusters Score -444029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -444029.968750 Penalty: 2761.389160
	Iteration 37Q: 3 clusters Score -444030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -444030.812500 Penalty: 2761.389160
	Iteration 38Q: 3 clusters Score -444030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -444032.593750 Penalty: 2761.389160
	Iteration 39Q: 3 clusters Score -444032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -444034.156250 Penalty: 2761.389160
	Iteration 40F: 3 clusters Score -444034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -116578.742188 Penalty: 1170.190308
	Iteration 0F: 2 clusters Score -116578.7 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 663 members 
Entering Unmasked Estep 
Score: -114914.023438 Penalty: 2340.380615
	Iteration 0F: 3 clusters Score -114914 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -115283.406250 Penalty: 2340.380615
	Iteration 1F: 3 clusters Score -115283.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -115448.093750 Penalty: 2340.380615
	Iteration 2F: 3 clusters Score -115448.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -115557.070312 Penalty: 2340.380615
	Iteration 3F: 3 clusters Score -115557.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -115632.406250 Penalty: 2340.380615
	Iteration 4F: 3 clusters Score -115632.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -115685.070312 Penalty: 2340.380615
	Iteration 5Q: 3 clusters Score -115685.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -115733.859375 Penalty: 2340.380615
	Iteration 6Q: 3 clusters Score -115733.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -115787.890625 Penalty: 2340.380615
	Iteration 7Q: 3 clusters Score -115787.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -115842.164062 Penalty: 2340.380615
	Iteration 8Q: 3 clusters Score -115842.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -115868.929688 Penalty: 2340.380615
	Iteration 9Q: 3 clusters Score -115868.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -115903.312500 Penalty: 2340.380615
	Iteration 10Q: 3 clusters Score -115903.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -115946.117188 Penalty: 2340.380615
	Iteration 11Q: 3 clusters Score -115946.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -115999.328125 Penalty: 2340.380615
	Iteration 12Q: 3 clusters Score -115999.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -116034.570312 Penalty: 2340.380615
	Iteration 13Q: 3 clusters Score -116034.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116058.593750 Penalty: 2340.380615
	Iteration 14Q: 3 clusters Score -116058.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -116067.132812 Penalty: 2340.380615
	Iteration 15Q: 3 clusters Score -116067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -116068.546875 Penalty: 2340.380615
	Iteration 16Q: 3 clusters Score -116068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116070.039062 Penalty: 2340.380615
	Iteration 17Q: 3 clusters Score -116070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -116072.085938 Penalty: 2340.380615
	Iteration 18Q: 3 clusters Score -116072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -116072.085938 Penalty: 2340.380615
	Iteration 19F: 3 clusters Score -116072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (41522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Entering Unmasked Estep 
Score: -4050302.000000 Penalty: 1728.021606
	Iteration 0F: 2 clusters Score -4050302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4028933.250000 Penalty: 3456.043213
	Iteration 0F: 3 clusters Score -4028933 nChanged 19465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4039873.000000 Penalty: 3456.043213
	Iteration 1F: 3 clusters Score -4039873 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4040393.250000 Penalty: 3456.043213
	Iteration 2Q: 3 clusters Score -4040393 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4041026.750000 Penalty: 3456.043213
	Iteration 3Q: 3 clusters Score -4041027 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4041884.750000 Penalty: 3456.043213
	Iteration 4Q: 3 clusters Score -4041885 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4043155.500000 Penalty: 3456.043213
	Iteration 5F: 3 clusters Score -4043156 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -4045059.250000 Penalty: 3456.043213
	Iteration 6F: 3 clusters Score -4045059 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4047490.000000 Penalty: 3456.043213
	Iteration 7F: 3 clusters Score -4047490 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -4050082.250000 Penalty: 3456.043213
	Iteration 8F: 3 clusters Score -4050082 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -4052158.250000 Penalty: 3456.043213
	Iteration 9F: 3 clusters Score -4052158 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4053070.250000 Penalty: 3456.043213
	Iteration 10Q: 3 clusters Score -4053070 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -4053346.750000 Penalty: 3456.043213
	Iteration 11Q: 3 clusters Score -4053347 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4053511.000000 Penalty: 3456.043213
	Iteration 12Q: 3 clusters Score -4053511 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4053604.000000 Penalty: 3456.043213
	Iteration 13Q: 3 clusters Score -4053604 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4053702.250000 Penalty: 3456.043213
	Iteration 14Q: 3 clusters Score -4053702 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -4053754.250000 Penalty: 3456.043213
	Iteration 15Q: 3 clusters Score -4053754 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4053796.750000 Penalty: 3456.043213
	Iteration 16Q: 3 clusters Score -4053797 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -4053856.250000 Penalty: 3456.043213
	Iteration 17Q: 3 clusters Score -4053856 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4053897.250000 Penalty: 3456.043213
	Iteration 18Q: 3 clusters Score -4053897 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4053925.000000 Penalty: 3456.043213
	Iteration 19Q: 3 clusters Score -4053925 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -4053985.250000 Penalty: 3456.043213
	Iteration 20F: 3 clusters Score -4053985 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4054048.750000 Penalty: 3456.043213
	Iteration 21Q: 3 clusters Score -4054049 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -4054104.250000 Penalty: 3456.043213
	Iteration 22Q: 3 clusters Score -4054104 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -4054154.000000 Penalty: 3456.043213
	Iteration 23Q: 3 clusters Score -4054154 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -4054182.000000 Penalty: 3456.043213
	Iteration 24Q: 3 clusters Score -4054182 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4054218.000000 Penalty: 3456.043213
	Iteration 25Q: 3 clusters Score -4054218 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -4054260.000000 Penalty: 3456.043213
	Iteration 26Q: 3 clusters Score -4054260 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -4054290.500000 Penalty: 3456.043213
	Iteration 27Q: 3 clusters Score -4054290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4054324.500000 Penalty: 3456.043213
	Iteration 28Q: 3 clusters Score -4054324 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -4054361.500000 Penalty: 3456.043213
	Iteration 29Q: 3 clusters Score -4054362 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4054405.000000 Penalty: 3456.043213
	Iteration 30Q: 3 clusters Score -4054405 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4054434.500000 Penalty: 3456.043213
	Iteration 31Q: 3 clusters Score -4054434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -4054441.500000 Penalty: 3456.043213
	Iteration 32Q: 3 clusters Score -4054442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4054426.750000 Penalty: 3456.043213
	Iteration 33Q: 3 clusters Score -4054427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4054419.500000 Penalty: 3456.043213
	Iteration 34Q: 3 clusters Score -4054420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -4054418.000000 Penalty: 3456.043213
	Iteration 35Q: 3 clusters Score -4054418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -4054411.750000 Penalty: 3456.043213
	Iteration 36Q: 3 clusters Score -4054412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -4054409.500000 Penalty: 3456.043213
	Iteration 37Q: 3 clusters Score -4054410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4054396.750000 Penalty: 3456.043213
	Iteration 38Q: 3 clusters Score -4054397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4054388.500000 Penalty: 3456.043213
	Iteration 39Q: 3 clusters Score -4054388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4054377.000000 Penalty: 3456.043213
	Iteration 40F: 3 clusters Score -4054377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4054372.250000 Penalty: 3456.043213
	Iteration 41Q: 3 clusters Score -4054372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4054378.250000 Penalty: 3456.043213
	Iteration 42Q: 3 clusters Score -4054378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4054378.250000 Penalty: 3456.043213
	Iteration 43Q: 3 clusters Score -4054378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -4054375.750000 Penalty: 3456.043213
	Iteration 44Q: 3 clusters Score -4054376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -4054374.500000 Penalty: 3456.043213
	Iteration 45Q: 3 clusters Score -4054374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -4054374.750000 Penalty: 3456.043213
	Iteration 46Q: 3 clusters Score -4054375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4054371.000000 Penalty: 3456.043213
	Iteration 47Q: 3 clusters Score -4054371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4054370.500000 Penalty: 3456.043213
	Iteration 48Q: 3 clusters Score -4054370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4054366.750000 Penalty: 3456.043213
	Iteration 49Q: 3 clusters Score -4054367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4054364.000000 Penalty: 3456.043213
	Iteration 50Q: 3 clusters Score -4054364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4054362.500000 Penalty: 3456.043213
	Iteration 51Q: 3 clusters Score -4054362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4054363.250000 Penalty: 3456.043213
	Iteration 52Q: 3 clusters Score -4054363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4054361.750000 Penalty: 3456.043213
	Iteration 53Q: 3 clusters Score -4054362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4054361.750000 Penalty: 3456.043213
	Iteration 54Q: 3 clusters Score -4054362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4054361.750000 Penalty: 3456.043213
	Iteration 55F: 3 clusters Score -4054362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 22353 members 
Mstep: Class 7 contains 19984 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16906 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 30898 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 47862 members 
Mstep: Class 18 contains 24626 members 
Mstep: Class 19 contains 48076 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4383 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4259 members 
Mstep: Class 30 contains 5208 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40929 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4898 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 34878 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1696 members 
Mstep: Class 41 contains 37959 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 6644 members 
Entering Unmasked Estep 
Score: -49773452.000000 Penalty: 92275.320312
Splitting cluster 36 changes total score from -49773288.000000 to -49773452.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (3923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Entering Unmasked Estep 
Score: -351738.187500 Penalty: 1344.624390
	Iteration 0F: 2 clusters Score -351738.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -348438.250000 Penalty: 2689.248779
	Iteration 0F: 3 clusters Score -348438.2 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -349336.687500 Penalty: 2689.248779
	Iteration 1F: 3 clusters Score -349336.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -349571.343750 Penalty: 2689.248779
	Iteration 2F: 3 clusters Score -349571.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -349825.343750 Penalty: 2689.248779
	Iteration 3F: 3 clusters Score -349825.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -350043.781250 Penalty: 2689.248779
	Iteration 4F: 3 clusters Score -350043.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -350233.031250 Penalty: 2689.248779
	Iteration 5F: 3 clusters Score -350233 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -350459.875000 Penalty: 2689.248779
	Iteration 6F: 3 clusters Score -350459.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -350677.093750 Penalty: 2689.248779
	Iteration 7F: 3 clusters Score -350677.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -350854.093750 Penalty: 2689.248779
	Iteration 8Q: 3 clusters Score -350854.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -351012.312500 Penalty: 2689.248779
	Iteration 9Q: 3 clusters Score -351012.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -351117.187500 Penalty: 2689.248779
	Iteration 10Q: 3 clusters Score -351117.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -351195.156250 Penalty: 2689.248779
	Iteration 11Q: 3 clusters Score -351195.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -351271.781250 Penalty: 2689.248779
	Iteration 12Q: 3 clusters Score -351271.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -351342.375000 Penalty: 2689.248779
	Iteration 13Q: 3 clusters Score -351342.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -351388.312500 Penalty: 2689.248779
	Iteration 14Q: 3 clusters Score -351388.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -351421.062500 Penalty: 2689.248779
	Iteration 15Q: 3 clusters Score -351421.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -351448.937500 Penalty: 2689.248779
	Iteration 16Q: 3 clusters Score -351448.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -351467.718750 Penalty: 2689.248779
	Iteration 17Q: 3 clusters Score -351467.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -351475.312500 Penalty: 2689.248779
	Iteration 18Q: 3 clusters Score -351475.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -351478.843750 Penalty: 2689.248779
	Iteration 19Q: 3 clusters Score -351478.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -351482.218750 Penalty: 2689.248779
	Iteration 20F: 3 clusters Score -351482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -351486.093750 Penalty: 2689.248779
	Iteration 21Q: 3 clusters Score -351486.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -351489.031250 Penalty: 2689.248779
	Iteration 22Q: 3 clusters Score -351489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -351493.750000 Penalty: 2689.248779
	Iteration 23Q: 3 clusters Score -351493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -351498.062500 Penalty: 2689.248779
	Iteration 24Q: 3 clusters Score -351498.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -351502.312500 Penalty: 2689.248779
	Iteration 25Q: 3 clusters Score -351502.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -351506.718750 Penalty: 2689.248779
	Iteration 26Q: 3 clusters Score -351506.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -351510.000000 Penalty: 2689.248779
	Iteration 27Q: 3 clusters Score -351510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -351517.125000 Penalty: 2689.248779
	Iteration 28Q: 3 clusters Score -351517.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -351520.687500 Penalty: 2689.248779
	Iteration 29Q: 3 clusters Score -351520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -351523.062500 Penalty: 2689.248779
	Iteration 30Q: 3 clusters Score -351523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -351525.281250 Penalty: 2689.248779
	Iteration 31Q: 3 clusters Score -351525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -351527.437500 Penalty: 2689.248779
	Iteration 32Q: 3 clusters Score -351527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -351530.750000 Penalty: 2689.248779
	Iteration 33Q: 3 clusters Score -351530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -351534.656250 Penalty: 2689.248779
	Iteration 34Q: 3 clusters Score -351534.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -351537.250000 Penalty: 2689.248779
	Iteration 35Q: 3 clusters Score -351537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -351537.843750 Penalty: 2689.248779
	Iteration 36Q: 3 clusters Score -351537.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -351538.687500 Penalty: 2689.248779
	Iteration 37Q: 3 clusters Score -351538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -351538.687500 Penalty: 2689.248779
	Iteration 38F: 3 clusters Score -351538.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -62094.347656 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -62094.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60885.488281 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -60885.49 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61083.074219 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -61083.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61130.882812 Penalty: 2119.680176
	Iteration 2Q: 3 clusters Score -61130.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61143.078125 Penalty: 2119.680176
	Iteration 3Q: 3 clusters Score -61143.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61147.921875 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -61147.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61152.945312 Penalty: 2119.680176
	Iteration 5Q: 3 clusters Score -61152.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61155.011719 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -61155.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61157.218750 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -61157.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61157.929688 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -61157.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61158.542969 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -61158.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61158.542969 Penalty: 2119.680176
	Iteration 10F: 3 clusters Score -61158.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -121772.367188 Penalty: 1192.040527
	Iteration 0F: 2 clusters Score -121772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -120013.992188 Penalty: 2384.081055
	Iteration 0F: 3 clusters Score -120014 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -120434.210938 Penalty: 2384.081055
	Iteration 1F: 3 clusters Score -120434.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120563.265625 Penalty: 2384.081055
	Iteration 2F: 3 clusters Score -120563.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -120630.031250 Penalty: 2384.081055
	Iteration 3Q: 3 clusters Score -120630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -120679.656250 Penalty: 2384.081055
	Iteration 4Q: 3 clusters Score -120679.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -120714.507812 Penalty: 2384.081055
	Iteration 5Q: 3 clusters Score -120714.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120738.984375 Penalty: 2384.081055
	Iteration 6Q: 3 clusters Score -120739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -120754.742188 Penalty: 2384.081055
	Iteration 7Q: 3 clusters Score -120754.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120770.476562 Penalty: 2384.081055
	Iteration 8Q: 3 clusters Score -120770.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -120782.242188 Penalty: 2384.081055
	Iteration 9Q: 3 clusters Score -120782.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -120795.843750 Penalty: 2384.081055
	Iteration 10Q: 3 clusters Score -120795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -120803.546875 Penalty: 2384.081055
	Iteration 11Q: 3 clusters Score -120803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -120810.585938 Penalty: 2384.081055
	Iteration 12Q: 3 clusters Score -120810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -120815.609375 Penalty: 2384.081055
	Iteration 13Q: 3 clusters Score -120815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -120823.515625 Penalty: 2384.081055
	Iteration 14Q: 3 clusters Score -120823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120829.890625 Penalty: 2384.081055
	Iteration 15Q: 3 clusters Score -120829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120837.500000 Penalty: 2384.081055
	Iteration 16Q: 3 clusters Score -120837.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120840.789062 Penalty: 2384.081055
	Iteration 17Q: 3 clusters Score -120840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120841.890625 Penalty: 2384.081055
	Iteration 18Q: 3 clusters Score -120841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120844.335938 Penalty: 2384.081055
	Iteration 19Q: 3 clusters Score -120844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120847.125000 Penalty: 2384.081055
	Iteration 20F: 3 clusters Score -120847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120852.312500 Penalty: 2384.081055
	Iteration 21Q: 3 clusters Score -120852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120856.820312 Penalty: 2384.081055
	Iteration 22Q: 3 clusters Score -120856.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120861.179688 Penalty: 2384.081055
	Iteration 23Q: 3 clusters Score -120861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120866.812500 Penalty: 2384.081055
	Iteration 24Q: 3 clusters Score -120866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -120874.835938 Penalty: 2384.081055
	Iteration 25Q: 3 clusters Score -120874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -120878.640625 Penalty: 2384.081055
	Iteration 26Q: 3 clusters Score -120878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120882.968750 Penalty: 2384.081055
	Iteration 27Q: 3 clusters Score -120883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120886.343750 Penalty: 2384.081055
	Iteration 28Q: 3 clusters Score -120886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120891.187500 Penalty: 2384.081055
	Iteration 29Q: 3 clusters Score -120891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120893.367188 Penalty: 2384.081055
	Iteration 30Q: 3 clusters Score -120893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120894.656250 Penalty: 2384.081055
	Iteration 31Q: 3 clusters Score -120894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120895.320312 Penalty: 2384.081055
	Iteration 32Q: 3 clusters Score -120895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120896.304688 Penalty: 2384.081055
	Iteration 33Q: 3 clusters Score -120896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -120896.421875 Penalty: 2384.081055
	Iteration 34Q: 3 clusters Score -120896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -120896.820312 Penalty: 2384.081055
	Iteration 35Q: 3 clusters Score -120896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -120898.968750 Penalty: 2384.081055
	Iteration 36Q: 3 clusters Score -120899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -120900.429688 Penalty: 2384.081055
	Iteration 37Q: 3 clusters Score -120900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -120901.398438 Penalty: 2384.081055
	Iteration 38Q: 3 clusters Score -120901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -120903.007812 Penalty: 2384.081055
	Iteration 39Q: 3 clusters Score -120903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120903.273438 Penalty: 2384.081055
	Iteration 40F: 3 clusters Score -120903.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -150429.984375 Penalty: 1208.354492
	Iteration 0F: 2 clusters Score -150430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -148532.843750 Penalty: 2416.708984
	Iteration 0F: 3 clusters Score -148532.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -149108.734375 Penalty: 2416.708984
	Iteration 1F: 3 clusters Score -149108.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -149429.359375 Penalty: 2416.708984
	Iteration 2F: 3 clusters Score -149429.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -149688.687500 Penalty: 2416.708984
	Iteration 3F: 3 clusters Score -149688.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -149878.453125 Penalty: 2416.708984
	Iteration 4F: 3 clusters Score -149878.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -149941.484375 Penalty: 2416.708984
	Iteration 5Q: 3 clusters Score -149941.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -149967.609375 Penalty: 2416.708984
	Iteration 6Q: 3 clusters Score -149967.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -149989.593750 Penalty: 2416.708984
	Iteration 7Q: 3 clusters Score -149989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -149998.937500 Penalty: 2416.708984
	Iteration 8Q: 3 clusters Score -149998.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -150006.812500 Penalty: 2416.708984
	Iteration 9Q: 3 clusters Score -150006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -150010.906250 Penalty: 2416.708984
	Iteration 10Q: 3 clusters Score -150010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -150015.171875 Penalty: 2416.708984
	Iteration 11Q: 3 clusters Score -150015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -150018.046875 Penalty: 2416.708984
	Iteration 12Q: 3 clusters Score -150018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -150019.703125 Penalty: 2416.708984
	Iteration 13Q: 3 clusters Score -150019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -150020.453125 Penalty: 2416.708984
	Iteration 14Q: 3 clusters Score -150020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -150021.515625 Penalty: 2416.708984
	Iteration 15Q: 3 clusters Score -150021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -150021.734375 Penalty: 2416.708984
	Iteration 16Q: 3 clusters Score -150021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -150022.500000 Penalty: 2416.708984
	Iteration 17Q: 3 clusters Score -150022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -150022.500000 Penalty: 2416.708984
	Iteration 18F: 3 clusters Score -150022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (37959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Entering Unmasked Estep 
Score: -3625689.250000 Penalty: 1713.442505
	Iteration 0F: 2 clusters Score -3625689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3601766.750000 Penalty: 3426.885010
	Iteration 0F: 3 clusters Score -3601767 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3611597.500000 Penalty: 3426.885010
	Iteration 1F: 3 clusters Score -3611598 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3611980.250000 Penalty: 3426.885010
	Iteration 2Q: 3 clusters Score -3611980 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3612526.250000 Penalty: 3426.885010
	Iteration 3Q: 3 clusters Score -3612526 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3613439.500000 Penalty: 3426.885010
	Iteration 4F: 3 clusters Score -3613440 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3615047.750000 Penalty: 3426.885010
	Iteration 5F: 3 clusters Score -3615048 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3617588.750000 Penalty: 3426.885010
	Iteration 6F: 3 clusters Score -3617589 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3620928.250000 Penalty: 3426.885010
	Iteration 7F: 3 clusters Score -3620928 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3622974.750000 Penalty: 3426.885010
	Iteration 8F: 3 clusters Score -3622975 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -3623713.000000 Penalty: 3426.885010
	Iteration 9Q: 3 clusters Score -3623713 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -3623974.250000 Penalty: 3426.885010
	Iteration 10Q: 3 clusters Score -3623974 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -3624083.750000 Penalty: 3426.885010
	Iteration 11Q: 3 clusters Score -3624084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -3624143.250000 Penalty: 3426.885010
	Iteration 12Q: 3 clusters Score -3624143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -3624185.750000 Penalty: 3426.885010
	Iteration 13Q: 3 clusters Score -3624186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3624199.500000 Penalty: 3426.885010
	Iteration 14Q: 3 clusters Score -3624200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3624207.250000 Penalty: 3426.885010
	Iteration 15Q: 3 clusters Score -3624207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3624211.000000 Penalty: 3426.885010
	Iteration 16Q: 3 clusters Score -3624211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -3624219.750000 Penalty: 3426.885010
	Iteration 17Q: 3 clusters Score -3624220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3624222.750000 Penalty: 3426.885010
	Iteration 18Q: 3 clusters Score -3624223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3624222.750000 Penalty: 3426.885010
	Iteration 19F: 3 clusters Score -3624223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -116577.375000 Penalty: 1181.086182
	Iteration 0F: 2 clusters Score -116577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -114914.812500 Penalty: 2362.172363
	Iteration 0F: 3 clusters Score -114914.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -115325.593750 Penalty: 2362.172363
	Iteration 1F: 3 clusters Score -115325.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115420.929688 Penalty: 2362.172363
	Iteration 2F: 3 clusters Score -115420.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115497.750000 Penalty: 2362.172363
	Iteration 3Q: 3 clusters Score -115497.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -115571.085938 Penalty: 2362.172363
	Iteration 4Q: 3 clusters Score -115571.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -115637.023438 Penalty: 2362.172363
	Iteration 5Q: 3 clusters Score -115637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -115695.250000 Penalty: 2362.172363
	Iteration 6Q: 3 clusters Score -115695.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -115784.109375 Penalty: 2362.172363
	Iteration 7Q: 3 clusters Score -115784.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -115895.390625 Penalty: 2362.172363
	Iteration 8Q: 3 clusters Score -115895.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -116032.593750 Penalty: 2362.172363
	Iteration 9Q: 3 clusters Score -116032.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -116188.304688 Penalty: 2362.172363
	Iteration 10F: 3 clusters Score -116188.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -116330.570312 Penalty: 2362.172363
	Iteration 11Q: 3 clusters Score -116330.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116476.421875 Penalty: 2362.172363
	Iteration 12Q: 3 clusters Score -116476.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -116544.320312 Penalty: 2362.172363
	Iteration 13Q: 3 clusters Score -116544.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -116588.984375 Penalty: 2362.172363
	Iteration 14Q: 3 clusters Score -116589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -116604.453125 Penalty: 2362.172363
	Iteration 15Q: 3 clusters Score -116604.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -116612.390625 Penalty: 2362.172363
	Iteration 16Q: 3 clusters Score -116612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -116616.312500 Penalty: 2362.172363
	Iteration 17Q: 3 clusters Score -116616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -116617.804688 Penalty: 2362.172363
	Iteration 18Q: 3 clusters Score -116617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -116619.609375 Penalty: 2362.172363
	Iteration 19Q: 3 clusters Score -116619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -116625.085938 Penalty: 2362.172363
	Iteration 20F: 3 clusters Score -116625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -116652.492188 Penalty: 2362.172363
	Iteration 21Q: 3 clusters Score -116652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116655.195312 Penalty: 2362.172363
	Iteration 22Q: 3 clusters Score -116655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116655.195312 Penalty: 2362.172363
	Iteration 23F: 3 clusters Score -116655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 22353 members 
Mstep: Class 7 contains 19984 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16906 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 30898 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 47862 members 
Mstep: Class 18 contains 24626 members 
Mstep: Class 19 contains 48076 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4383 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4259 members 
Mstep: Class 30 contains 5208 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40929 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4898 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 34878 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1696 members 
Mstep: Class 41 contains 37959 members 
Mstep: Class 42 contains 741 members 
Mstep: Class 43 contains 6644 members 
Mstep: Class 44 contains 693 members 
Entering Unmasked Estep 
Score: -49772508.000000 Penalty: 94421.257812
Splitting cluster 42 changes total score from -49773288.000000 to -49772508.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 22353 members 
Mstep: Class 7 contains 19984 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16906 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 30898 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 47862 members 
Mstep: Class 18 contains 24626 members 
Mstep: Class 19 contains 48076 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4383 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4259 members 
Mstep: Class 30 contains 5208 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40929 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4898 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 34878 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1696 members 
Mstep: Class 41 contains 37959 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774288.000000 Penalty: 92275.320312
Iteration 119Q: 44 clusters Score -4.977429e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 29755 members 
Mstep: Class 5 contains 16150 members 
Mstep: Class 6 contains 22354 members 
Mstep: Class 7 contains 19973 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 30283 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 48283 members 
Mstep: Class 18 contains 24524 members 
Mstep: Class 19 contains 47946 members 
Mstep: Class 20 contains 38255 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4387 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 5233 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40922 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4902 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 35429 members 
Mstep: Class 37 contains 3922 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 37940 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 6549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774596.000000 Penalty: 92275.320312
Iteration 120F: 44 clusters Score -4.97746e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7178 members 
Mstep: Class 4 contains 29756 members 
Mstep: Class 5 contains 16125 members 
Mstep: Class 6 contains 22371 members 
Mstep: Class 7 contains 19971 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16866 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 29471 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 48327 members 
Mstep: Class 18 contains 24388 members 
Mstep: Class 19 contains 47830 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4390 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 4282 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40914 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4903 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 36275 members 
Mstep: Class 37 contains 3918 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1535 members 
Mstep: Class 40 contains 1663 members 
Mstep: Class 41 contains 37963 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 6843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774248.000000 Penalty: 92275.320312
Iteration 121Q: 44 clusters Score -4.977425e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7166 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 16100 members 
Mstep: Class 6 contains 22376 members 
Mstep: Class 7 contains 19969 members 
Mstep: Class 8 contains 3141 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16843 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 28451 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 8956 members 
Mstep: Class 17 contains 48291 members 
Mstep: Class 18 contains 24298 members 
Mstep: Class 19 contains 47738 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4391 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5711 members 
Mstep: Class 29 contains 4295 members 
Mstep: Class 30 contains 5269 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 40914 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4906 members 
Mstep: Class 35 contains 1340 members 
Mstep: Class 36 contains 37355 members 
Mstep: Class 37 contains 3910 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1535 members 
Mstep: Class 40 contains 1646 members 
Mstep: Class 41 contains 37977 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 7106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773464.000000 Penalty: 92275.320312
Iteration 122Q: 44 clusters Score -4.977346e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7157 members 
Mstep: Class 4 contains 29764 members 
Mstep: Class 5 contains 16075 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 19971 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16826 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 27188 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 16 contains 8861 members 
Mstep: Class 17 contains 48260 members 
Mstep: Class 18 contains 24228 members 
Mstep: Class 19 contains 47644 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 39235 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4392 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5711 members 
Mstep: Class 29 contains 4309 members 
Mstep: Class 30 contains 5280 members 
Mstep: Class 31 contains 2388 members 
Mstep: Class 32 contains 40905 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 1340 members 
Mstep: Class 36 contains 38595 members 
Mstep: Class 37 contains 3905 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1535 members 
Mstep: Class 40 contains 1637 members 
Mstep: Class 41 contains 38003 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 7408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772272.000000 Penalty: 92275.320312
Iteration 123Q: 44 clusters Score -4.977227e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7141 members 
Mstep: Class 4 contains 29770 members 
Mstep: Class 5 contains 16058 members 
Mstep: Class 6 contains 22384 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16817 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 25967 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 48250 members 
Mstep: Class 18 contains 24177 members 
Mstep: Class 19 contains 47586 members 
Mstep: Class 20 contains 38255 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 39235 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5710 members 
Mstep: Class 29 contains 4309 members 
Mstep: Class 30 contains 5283 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 40904 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4908 members 
Mstep: Class 35 contains 1340 members 
Mstep: Class 36 contains 39594 members 
Mstep: Class 37 contains 3899 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1537 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 38026 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 7807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771016.000000 Penalty: 92275.320312
Iteration 124Q: 44 clusters Score -4.977102e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 29774 members 
Mstep: Class 5 contains 16041 members 
Mstep: Class 6 contains 22391 members 
Mstep: Class 7 contains 19965 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16804 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 25006 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 48331 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 47563 members 
Mstep: Class 20 contains 38252 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39231 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5710 members 
Mstep: Class 29 contains 4311 members 
Mstep: Class 30 contains 5295 members 
Mstep: Class 31 contains 2383 members 
Mstep: Class 32 contains 40902 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 1340 members 
Mstep: Class 36 contains 40239 members 
Mstep: Class 37 contains 3891 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1539 members 
Mstep: Class 40 contains 1606 members 
Mstep: Class 41 contains 38028 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 8187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770052.000000 Penalty: 92275.320312
Iteration 125Q: 44 clusters Score -4.977005e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7102 members 
Mstep: Class 4 contains 29778 members 
Mstep: Class 5 contains 16017 members 
Mstep: Class 6 contains 22399 members 
Mstep: Class 7 contains 19964 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16791 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 24374 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 48438 members 
Mstep: Class 18 contains 24105 members 
Mstep: Class 19 contains 47543 members 
Mstep: Class 20 contains 38247 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 4343 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5710 members 
Mstep: Class 29 contains 4316 members 
Mstep: Class 30 contains 5312 members 
Mstep: Class 31 contains 2380 members 
Mstep: Class 32 contains 40901 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 40509 members 
Mstep: Class 37 contains 3881 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 1600 members 
Mstep: Class 41 contains 38043 members 
Mstep: Class 42 contains 1441 members 
Mstep: Class 43 contains 8546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769696.000000 Penalty: 92275.320312
Iteration 126Q: 44 clusters Score -4.97697e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7072 members 
Mstep: Class 4 contains 29783 members 
Mstep: Class 5 contains 16000 members 
Mstep: Class 6 contains 22411 members 
Mstep: Class 7 contains 19954 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16787 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 24024 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 48581 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 47542 members 
Mstep: Class 20 contains 38246 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39222 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4419 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5709 members 
Mstep: Class 29 contains 4323 members 
Mstep: Class 30 contains 5323 members 
Mstep: Class 31 contains 2380 members 
Mstep: Class 32 contains 40901 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4908 members 
Mstep: Class 35 contains 1342 members 
Mstep: Class 36 contains 40541 members 
Mstep: Class 37 contains 3873 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 1596 members 
Mstep: Class 41 contains 38048 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 8848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769356.000000 Penalty: 92275.320312
Iteration 127Q: 44 clusters Score -4.976936e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7062 members 
Mstep: Class 4 contains 29788 members 
Mstep: Class 5 contains 15982 members 
Mstep: Class 6 contains 22419 members 
Mstep: Class 7 contains 19949 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16779 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 23890 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 48696 members 
Mstep: Class 18 contains 23975 members 
Mstep: Class 19 contains 47552 members 
Mstep: Class 20 contains 38241 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39221 members 
Mstep: Class 24 contains 4342 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4425 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5709 members 
Mstep: Class 29 contains 4331 members 
Mstep: Class 30 contains 5337 members 
Mstep: Class 31 contains 2377 members 
Mstep: Class 32 contains 40902 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4910 members 
Mstep: Class 35 contains 1342 members 
Mstep: Class 36 contains 40418 members 
Mstep: Class 37 contains 3862 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 1595 members 
Mstep: Class 41 contains 38053 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769288.000000 Penalty: 92275.320312
Iteration 128Q: 44 clusters Score -4.976929e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7049 members 
Mstep: Class 4 contains 29790 members 
Mstep: Class 5 contains 15968 members 
Mstep: Class 6 contains 22433 members 
Mstep: Class 7 contains 19954 members 
Mstep: Class 8 contains 3064 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16773 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 23903 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 8546 members 
Mstep: Class 17 contains 48735 members 
Mstep: Class 18 contains 23900 members 
Mstep: Class 19 contains 47577 members 
Mstep: Class 20 contains 38238 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4431 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5709 members 
Mstep: Class 29 contains 4332 members 
Mstep: Class 30 contains 5344 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 40908 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4912 members 
Mstep: Class 35 contains 1342 members 
Mstep: Class 36 contains 40238 members 
Mstep: Class 37 contains 3854 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 1591 members 
Mstep: Class 41 contains 38063 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769364.000000 Penalty: 92275.320312
Iteration 129Q: 44 clusters Score -4.976936e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 29790 members 
Mstep: Class 5 contains 15961 members 
Mstep: Class 6 contains 22442 members 
Mstep: Class 7 contains 19951 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16771 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 24004 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 48734 members 
Mstep: Class 18 contains 23830 members 
Mstep: Class 19 contains 47595 members 
Mstep: Class 20 contains 38242 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4436 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5709 members 
Mstep: Class 29 contains 4337 members 
Mstep: Class 30 contains 5355 members 
Mstep: Class 31 contains 2371 members 
Mstep: Class 32 contains 40907 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4913 members 
Mstep: Class 35 contains 1342 members 
Mstep: Class 36 contains 40058 members 
Mstep: Class 37 contains 3845 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 1590 members 
Mstep: Class 41 contains 38072 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 9461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769484.000000 Penalty: 92275.320312
Iteration 130Q: 44 clusters Score -4.976948e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 29790 members 
Mstep: Class 5 contains 15956 members 
Mstep: Class 6 contains 22449 members 
Mstep: Class 7 contains 19949 members 
Mstep: Class 8 contains 3036 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 16767 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 24186 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 8481 members 
Mstep: Class 17 contains 48749 members 
Mstep: Class 18 contains 23780 members 
Mstep: Class 19 contains 47619 members 
Mstep: Class 20 contains 38247 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4449 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5709 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 5360 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 40897 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4916 members 
Mstep: Class 35 contains 1342 members 
Mstep: Class 36 contains 39783 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1550 members 
Mstep: Class 40 contains 1589 members 
Mstep: Class 41 contains 38083 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 9603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769516.000000 Penalty: 92275.320312
Iteration 131Q: 44 clusters Score -4.976952e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6991 members 
Mstep: Class 4 contains 29791 members 
Mstep: Class 5 contains 15948 members 
Mstep: Class 6 contains 22454 members 
Mstep: Class 7 contains 19945 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16752 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 24400 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 8447 members 
Mstep: Class 17 contains 48755 members 
Mstep: Class 18 contains 23734 members 
Mstep: Class 19 contains 47638 members 
Mstep: Class 20 contains 38252 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 39210 members 
Mstep: Class 24 contains 4352 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4454 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4341 members 
Mstep: Class 30 contains 5372 members 
Mstep: Class 31 contains 2374 members 
Mstep: Class 32 contains 40900 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4920 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 39516 members 
Mstep: Class 37 contains 3831 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 1589 members 
Mstep: Class 41 contains 38092 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 9706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769820.000000 Penalty: 92275.320312
Iteration 132Q: 44 clusters Score -4.976982e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 29791 members 
Mstep: Class 5 contains 15941 members 
Mstep: Class 6 contains 22462 members 
Mstep: Class 7 contains 19941 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16738 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 24656 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8416 members 
Mstep: Class 17 contains 48754 members 
Mstep: Class 18 contains 23688 members 
Mstep: Class 19 contains 47643 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39209 members 
Mstep: Class 24 contains 4354 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4463 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5706 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 5376 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 40897 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 1342 members 
Mstep: Class 36 contains 39253 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 1590 members 
Mstep: Class 41 contains 38100 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 9779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769776.000000 Penalty: 92275.320312
Iteration 133Q: 44 clusters Score -4.976978e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6966 members 
Mstep: Class 4 contains 29788 members 
Mstep: Class 5 contains 15935 members 
Mstep: Class 6 contains 22473 members 
Mstep: Class 7 contains 19939 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16727 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 24945 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 8387 members 
Mstep: Class 17 contains 48775 members 
Mstep: Class 18 contains 23633 members 
Mstep: Class 19 contains 47641 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39208 members 
Mstep: Class 24 contains 4355 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4467 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5706 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 5383 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 40903 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4924 members 
Mstep: Class 35 contains 1344 members 
Mstep: Class 36 contains 38988 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1589 members 
Mstep: Class 41 contains 38109 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 9806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770040.000000 Penalty: 92275.320312
Iteration 134Q: 44 clusters Score -4.977004e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6950 members 
Mstep: Class 4 contains 29791 members 
Mstep: Class 5 contains 15930 members 
Mstep: Class 6 contains 22482 members 
Mstep: Class 7 contains 19935 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 25267 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 48785 members 
Mstep: Class 18 contains 23582 members 
Mstep: Class 19 contains 47654 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39212 members 
Mstep: Class 24 contains 4355 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4469 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 5389 members 
Mstep: Class 31 contains 2371 members 
Mstep: Class 32 contains 40901 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38721 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1588 members 
Mstep: Class 41 contains 38111 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 9811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770192.000000 Penalty: 92275.320312
Iteration 135Q: 44 clusters Score -4.977019e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 29789 members 
Mstep: Class 5 contains 15925 members 
Mstep: Class 6 contains 22493 members 
Mstep: Class 7 contains 19932 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 25559 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 17 contains 48797 members 
Mstep: Class 18 contains 23542 members 
Mstep: Class 19 contains 47658 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39208 members 
Mstep: Class 24 contains 4358 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4470 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4361 members 
Mstep: Class 30 contains 5392 members 
Mstep: Class 31 contains 2370 members 
Mstep: Class 32 contains 40895 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4929 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38520 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1585 members 
Mstep: Class 41 contains 38119 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 9781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770536.000000 Penalty: 92275.320312
Iteration 136Q: 44 clusters Score -4.977054e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 29789 members 
Mstep: Class 5 contains 15920 members 
Mstep: Class 6 contains 22498 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 25882 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 8291 members 
Mstep: Class 17 contains 48797 members 
Mstep: Class 18 contains 23497 members 
Mstep: Class 19 contains 47649 members 
Mstep: Class 20 contains 38260 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39210 members 
Mstep: Class 24 contains 4357 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 4470 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4364 members 
Mstep: Class 30 contains 5398 members 
Mstep: Class 31 contains 2368 members 
Mstep: Class 32 contains 40899 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4930 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38319 members 
Mstep: Class 37 contains 3825 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1585 members 
Mstep: Class 41 contains 38114 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 9747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770708.000000 Penalty: 92275.320312
Iteration 137Q: 44 clusters Score -4.977071e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 29790 members 
Mstep: Class 5 contains 15919 members 
Mstep: Class 6 contains 22502 members 
Mstep: Class 7 contains 19929 members 
Mstep: Class 8 contains 3018 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16701 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 26198 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 48799 members 
Mstep: Class 18 contains 23468 members 
Mstep: Class 19 contains 47648 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 4357 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 4474 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 5402 members 
Mstep: Class 31 contains 2368 members 
Mstep: Class 32 contains 40897 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4930 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38117 members 
Mstep: Class 37 contains 3825 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38114 members 
Mstep: Class 42 contains 1450 members 
Mstep: Class 43 contains 9690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770884.000000 Penalty: 92275.320312
Iteration 138Q: 44 clusters Score -4.977088e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6921 members 
Mstep: Class 4 contains 29791 members 
Mstep: Class 5 contains 15916 members 
Mstep: Class 6 contains 22517 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 8 contains 3011 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16691 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 26514 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 8246 members 
Mstep: Class 17 contains 48790 members 
Mstep: Class 18 contains 23448 members 
Mstep: Class 19 contains 47646 members 
Mstep: Class 20 contains 38260 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 4357 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 4474 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 5404 members 
Mstep: Class 31 contains 2368 members 
Mstep: Class 32 contains 40899 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4931 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 37910 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38118 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 9619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771088.000000 Penalty: 92275.320312
Iteration 139Q: 44 clusters Score -4.977109e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6911 members 
Mstep: Class 4 contains 29790 members 
Mstep: Class 5 contains 15914 members 
Mstep: Class 6 contains 22525 members 
Mstep: Class 7 contains 19931 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16683 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 26815 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 48813 members 
Mstep: Class 18 contains 23439 members 
Mstep: Class 19 contains 47645 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 4357 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 4473 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 5409 members 
Mstep: Class 31 contains 2368 members 
Mstep: Class 32 contains 40903 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4931 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 37713 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38117 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 9528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771136.000000 Penalty: 92275.320312
Iteration 140F: 44 clusters Score -4.977114e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6907 members 
Mstep: Class 4 contains 29790 members 
Mstep: Class 5 contains 15913 members 
Mstep: Class 6 contains 22528 members 
Mstep: Class 7 contains 19929 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16675 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 27119 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 48791 members 
Mstep: Class 18 contains 23427 members 
Mstep: Class 19 contains 47646 members 
Mstep: Class 20 contains 38261 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 4358 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4472 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 5410 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 40912 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4931 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 37577 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38119 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 9425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771104.000000 Penalty: 92275.320312
Iteration 141Q: 44 clusters Score -4.97711e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6902 members 
Mstep: Class 4 contains 29790 members 
Mstep: Class 5 contains 15911 members 
Mstep: Class 6 contains 22539 members 
Mstep: Class 7 contains 19929 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16669 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 27440 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 8154 members 
Mstep: Class 17 contains 48789 members 
Mstep: Class 18 contains 23424 members 
Mstep: Class 19 contains 47646 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 4360 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4471 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 40917 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4932 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 37398 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38123 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 9301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771232.000000 Penalty: 92275.320312
Iteration 142Q: 44 clusters Score -4.977123e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6899 members 
Mstep: Class 4 contains 29792 members 
Mstep: Class 5 contains 15910 members 
Mstep: Class 6 contains 22545 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16663 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 27737 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 8136 members 
Mstep: Class 17 contains 48794 members 
Mstep: Class 18 contains 23413 members 
Mstep: Class 19 contains 47662 members 
Mstep: Class 20 contains 38262 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39218 members 
Mstep: Class 24 contains 4361 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4472 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 40917 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 37247 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38120 members 
Mstep: Class 42 contains 1454 members 
Mstep: Class 43 contains 9162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771348.000000 Penalty: 92275.320312
Iteration 143Q: 44 clusters Score -4.977135e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 29794 members 
Mstep: Class 5 contains 15907 members 
Mstep: Class 6 contains 22550 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16664 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 28079 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 8117 members 
Mstep: Class 17 contains 48782 members 
Mstep: Class 18 contains 23418 members 
Mstep: Class 19 contains 47684 members 
Mstep: Class 20 contains 38262 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39218 members 
Mstep: Class 24 contains 4362 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4474 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 5411 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 40918 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 37064 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38112 members 
Mstep: Class 42 contains 1455 members 
Mstep: Class 43 contains 9009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771476.000000 Penalty: 92275.320312
Iteration 144Q: 44 clusters Score -4.977148e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6892 members 
Mstep: Class 4 contains 29794 members 
Mstep: Class 5 contains 15908 members 
Mstep: Class 6 contains 22554 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16660 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 28444 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 48787 members 
Mstep: Class 18 contains 23414 members 
Mstep: Class 19 contains 47698 members 
Mstep: Class 20 contains 38262 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39221 members 
Mstep: Class 24 contains 4361 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4474 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 40922 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4935 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 36899 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 680 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38103 members 
Mstep: Class 42 contains 1457 members 
Mstep: Class 43 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771444.000000 Penalty: 92275.320312
Iteration 145Q: 44 clusters Score -4.977144e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6888 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 15908 members 
Mstep: Class 6 contains 22559 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16661 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 28843 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 8068 members 
Mstep: Class 17 contains 48774 members 
Mstep: Class 18 contains 23405 members 
Mstep: Class 19 contains 47703 members 
Mstep: Class 20 contains 38262 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 4360 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 5413 members 
Mstep: Class 31 contains 2367 members 
Mstep: Class 32 contains 40920 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4935 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 36710 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38103 members 
Mstep: Class 42 contains 1456 members 
Mstep: Class 43 contains 8648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771368.000000 Penalty: 92275.320312
Iteration 146Q: 44 clusters Score -4.977137e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 15906 members 
Mstep: Class 6 contains 22560 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16661 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 29240 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 8044 members 
Mstep: Class 17 contains 48748 members 
Mstep: Class 18 contains 23395 members 
Mstep: Class 19 contains 47708 members 
Mstep: Class 20 contains 38263 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39222 members 
Mstep: Class 24 contains 4361 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 5416 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 40920 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4935 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 36545 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38106 members 
Mstep: Class 42 contains 1456 members 
Mstep: Class 43 contains 8469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771376.000000 Penalty: 92275.320312
Iteration 147Q: 44 clusters Score -4.977138e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 15905 members 
Mstep: Class 6 contains 22559 members 
Mstep: Class 7 contains 19929 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16656 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 29634 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 8024 members 
Mstep: Class 17 contains 48726 members 
Mstep: Class 18 contains 23377 members 
Mstep: Class 19 contains 47715 members 
Mstep: Class 20 contains 38266 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 4360 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 5418 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 40918 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 36401 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38099 members 
Mstep: Class 42 contains 1455 members 
Mstep: Class 43 contains 8278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771448.000000 Penalty: 92275.320312
Iteration 148Q: 44 clusters Score -4.977145e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29798 members 
Mstep: Class 5 contains 15904 members 
Mstep: Class 6 contains 22558 members 
Mstep: Class 7 contains 19929 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16653 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 30063 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 8003 members 
Mstep: Class 17 contains 48684 members 
Mstep: Class 18 contains 23363 members 
Mstep: Class 19 contains 47722 members 
Mstep: Class 20 contains 38265 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39230 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 5419 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 40919 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 36246 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38096 members 
Mstep: Class 42 contains 1453 members 
Mstep: Class 43 contains 8080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771452.000000 Penalty: 92275.320312
Iteration 149Q: 44 clusters Score -4.977145e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 15903 members 
Mstep: Class 6 contains 22558 members 
Mstep: Class 7 contains 19927 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16651 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 30550 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 7978 members 
Mstep: Class 17 contains 48635 members 
Mstep: Class 18 contains 23338 members 
Mstep: Class 19 contains 47715 members 
Mstep: Class 20 contains 38263 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 5423 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 40921 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 36057 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38095 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 7885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771292.000000 Penalty: 92275.320312
Iteration 150Q: 44 clusters Score -4.977129e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 15902 members 
Mstep: Class 6 contains 22560 members 
Mstep: Class 7 contains 19925 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16647 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 31050 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 7939 members 
Mstep: Class 17 contains 48591 members 
Mstep: Class 18 contains 23319 members 
Mstep: Class 19 contains 47703 members 
Mstep: Class 20 contains 38262 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 4354 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4476 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 5424 members 
Mstep: Class 31 contains 2364 members 
Mstep: Class 32 contains 40924 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 35840 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38093 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771440.000000 Penalty: 92275.320312
Iteration 151Q: 44 clusters Score -4.977144e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 15900 members 
Mstep: Class 6 contains 22563 members 
Mstep: Class 7 contains 19925 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 31571 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 7903 members 
Mstep: Class 17 contains 48555 members 
Mstep: Class 18 contains 23292 members 
Mstep: Class 19 contains 47693 members 
Mstep: Class 20 contains 38263 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 4351 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4477 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 2363 members 
Mstep: Class 32 contains 40924 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 35607 members 
Mstep: Class 37 contains 3824 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38090 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771368.000000 Penalty: 92275.320312
Iteration 152Q: 44 clusters Score -4.977137e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 15898 members 
Mstep: Class 6 contains 22565 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16645 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 32071 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 48489 members 
Mstep: Class 18 contains 23254 members 
Mstep: Class 19 contains 47679 members 
Mstep: Class 20 contains 38264 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39230 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4478 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4364 members 
Mstep: Class 30 contains 5431 members 
Mstep: Class 31 contains 2363 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 35462 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1570 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38092 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771340.000000 Penalty: 92275.320312
Iteration 153Q: 44 clusters Score -4.977134e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 15893 members 
Mstep: Class 6 contains 22569 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16641 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 32599 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7836 members 
Mstep: Class 17 contains 48446 members 
Mstep: Class 18 contains 23233 members 
Mstep: Class 19 contains 47661 members 
Mstep: Class 20 contains 38264 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4481 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 5435 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4940 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 35246 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38091 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771288.000000 Penalty: 92275.320312
Iteration 154Q: 44 clusters Score -4.977129e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 29799 members 
Mstep: Class 5 contains 15892 members 
Mstep: Class 6 contains 22571 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16634 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 33147 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7804 members 
Mstep: Class 17 contains 48410 members 
Mstep: Class 18 contains 23220 members 
Mstep: Class 19 contains 47638 members 
Mstep: Class 20 contains 38264 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39229 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4483 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 5437 members 
Mstep: Class 31 contains 2361 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 35038 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38084 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 6896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771232.000000 Penalty: 92275.320312
Iteration 155Q: 44 clusters Score -4.977123e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6882 members 
Mstep: Class 4 contains 29800 members 
Mstep: Class 5 contains 15893 members 
Mstep: Class 6 contains 22569 members 
Mstep: Class 7 contains 19925 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16632 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 33663 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 48383 members 
Mstep: Class 18 contains 23185 members 
Mstep: Class 19 contains 47602 members 
Mstep: Class 20 contains 38263 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 39230 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4486 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5706 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 5437 members 
Mstep: Class 31 contains 2361 members 
Mstep: Class 32 contains 40925 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 34883 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38081 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771048.000000 Penalty: 92275.320312
Iteration 156Q: 44 clusters Score -4.977105e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6882 members 
Mstep: Class 4 contains 29800 members 
Mstep: Class 5 contains 15894 members 
Mstep: Class 6 contains 22569 members 
Mstep: Class 7 contains 19925 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16627 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 34169 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 17 contains 48345 members 
Mstep: Class 18 contains 23155 members 
Mstep: Class 19 contains 47539 members 
Mstep: Class 20 contains 38267 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4490 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 5436 members 
Mstep: Class 31 contains 2359 members 
Mstep: Class 32 contains 40925 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 1353 members 
Mstep: Class 36 contains 34784 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38084 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 6418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771172.000000 Penalty: 92275.320312
Iteration 157Q: 44 clusters Score -4.977117e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 15893 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16626 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 921 members 
Mstep: Class 14 contains 34703 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 48316 members 
Mstep: Class 18 contains 23146 members 
Mstep: Class 19 contains 47486 members 
Mstep: Class 20 contains 38268 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 39229 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4495 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 5435 members 
Mstep: Class 31 contains 2355 members 
Mstep: Class 32 contains 40925 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4935 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 34626 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38083 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 6185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771328.000000 Penalty: 92275.320312
Iteration 158Q: 44 clusters Score -4.977133e+07 nChanged 1611
Entering ConstructFrom: 
Score: -49771328.000000 Penalty: 92275.320312
Entering ConstructFrom: 
Trying to split cluster 1 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -724702.812500 Penalty: 1457.529907
	Iteration 0F: 2 clusters Score -724702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -718925.125000 Penalty: 2915.059814
	Iteration 0F: 3 clusters Score -718925.1 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -720646.250000 Penalty: 2915.059814
	Iteration 1F: 3 clusters Score -720646.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -720886.750000 Penalty: 2915.059814
	Iteration 2F: 3 clusters Score -720886.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -721105.875000 Penalty: 2915.059814
	Iteration 3F: 3 clusters Score -721105.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -721328.312500 Penalty: 2915.059814
	Iteration 4Q: 3 clusters Score -721328.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -721605.312500 Penalty: 2915.059814
	Iteration 5F: 3 clusters Score -721605.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -721947.625000 Penalty: 2915.059814
	Iteration 6F: 3 clusters Score -721947.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -722280.750000 Penalty: 2915.059814
	Iteration 7F: 3 clusters Score -722280.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -722596.812500 Penalty: 2915.059814
	Iteration 8F: 3 clusters Score -722596.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -722970.125000 Penalty: 2915.059814
	Iteration 9F: 3 clusters Score -722970.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -723391.000000 Penalty: 2915.059814
	Iteration 10F: 3 clusters Score -723391 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -723811.875000 Penalty: 2915.059814
	Iteration 11Q: 3 clusters Score -723811.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -724162.250000 Penalty: 2915.059814
	Iteration 12Q: 3 clusters Score -724162.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -724415.375000 Penalty: 2915.059814
	Iteration 13Q: 3 clusters Score -724415.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -724562.312500 Penalty: 2915.059814
	Iteration 14Q: 3 clusters Score -724562.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -724628.375000 Penalty: 2915.059814
	Iteration 15Q: 3 clusters Score -724628.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -724669.687500 Penalty: 2915.059814
	Iteration 16Q: 3 clusters Score -724669.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -724689.437500 Penalty: 2915.059814
	Iteration 17Q: 3 clusters Score -724689.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -724705.625000 Penalty: 2915.059814
	Iteration 18Q: 3 clusters Score -724705.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -724718.875000 Penalty: 2915.059814
	Iteration 19Q: 3 clusters Score -724718.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -724729.062500 Penalty: 2915.059814
	Iteration 20F: 3 clusters Score -724729.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -724738.500000 Penalty: 2915.059814
	Iteration 21Q: 3 clusters Score -724738.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -724749.187500 Penalty: 2915.059814
	Iteration 22Q: 3 clusters Score -724749.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -724756.375000 Penalty: 2915.059814
	Iteration 23Q: 3 clusters Score -724756.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -724763.062500 Penalty: 2915.059814
	Iteration 24Q: 3 clusters Score -724763.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -724765.312500 Penalty: 2915.059814
	Iteration 25Q: 3 clusters Score -724765.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -724768.500000 Penalty: 2915.059814
	Iteration 26Q: 3 clusters Score -724768.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -724771.000000 Penalty: 2915.059814
	Iteration 27Q: 3 clusters Score -724771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -724775.187500 Penalty: 2915.059814
	Iteration 28Q: 3 clusters Score -724775.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -724778.500000 Penalty: 2915.059814
	Iteration 29Q: 3 clusters Score -724778.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -724778.687500 Penalty: 2915.059814
	Iteration 30Q: 3 clusters Score -724778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -724778.062500 Penalty: 2915.059814
	Iteration 31Q: 3 clusters Score -724778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -724778.062500 Penalty: 2915.059814
	Iteration 32F: 3 clusters Score -724778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 15891 members 
Mstep: Class 6 contains 22575 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16620 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 35512 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 47424 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 5434 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 34228 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1570 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38092 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 5938 members 
Mstep: Class 44 contains 5151 members 
Entering Unmasked Estep 
Score: -49771456.000000 Penalty: 94421.257812
Splitting cluster 1 changes total score from -49771328.000000 to -49771456.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -92553.898438 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -92553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -91046.304688 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -91046.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91665.234375 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -91665.23 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -92079.078125 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -92079.08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92308.859375 Penalty: 2302.917969
	Iteration 3F: 3 clusters Score -92308.86 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92447.023438 Penalty: 2302.917969
	Iteration 4F: 3 clusters Score -92447.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -92503.453125 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -92503.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -92574.601562 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -92574.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -92620.781250 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -92620.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -92637.093750 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -92637.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -92647.773438 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -92647.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -92656.820312 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -92656.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -92659.429688 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -92659.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -92659.742188 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -92659.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -92659.742188 Penalty: 2302.917969
	Iteration 13F: 3 clusters Score -92659.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 283 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 15891 members 
Mstep: Class 6 contains 22575 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16620 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 35512 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 47424 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 5434 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 34228 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1570 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38092 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 5938 members 
Mstep: Class 44 contains 5151 members 
Mstep: Class 45 contains 912 members 
Entering Unmasked Estep 
Score: -49770536.000000 Penalty: 96567.195312
Splitting cluster 2 changes total score from -49771328.000000 to -49770536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Entering Unmasked Estep 
Score: -640531.812500 Penalty: 1435.745361
	Iteration 0F: 2 clusters Score -640531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -635337.812500 Penalty: 2871.490723
	Iteration 0F: 3 clusters Score -635337.8 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -636846.625000 Penalty: 2871.490723
	Iteration 1F: 3 clusters Score -636846.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -637192.062500 Penalty: 2871.490723
	Iteration 2F: 3 clusters Score -637192.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -637662.625000 Penalty: 2871.490723
	Iteration 3F: 3 clusters Score -637662.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -638174.000000 Penalty: 2871.490723
	Iteration 4F: 3 clusters Score -638174 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -638748.000000 Penalty: 2871.490723
	Iteration 5F: 3 clusters Score -638748 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -639245.750000 Penalty: 2871.490723
	Iteration 6F: 3 clusters Score -639245.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -639663.437500 Penalty: 2871.490723
	Iteration 7F: 3 clusters Score -639663.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -639976.000000 Penalty: 2871.490723
	Iteration 8Q: 3 clusters Score -639976 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -640177.812500 Penalty: 2871.490723
	Iteration 9Q: 3 clusters Score -640177.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -640266.187500 Penalty: 2871.490723
	Iteration 10Q: 3 clusters Score -640266.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -640296.937500 Penalty: 2871.490723
	Iteration 11Q: 3 clusters Score -640296.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -640320.625000 Penalty: 2871.490723
	Iteration 12Q: 3 clusters Score -640320.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -640333.937500 Penalty: 2871.490723
	Iteration 13Q: 3 clusters Score -640333.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -640340.000000 Penalty: 2871.490723
	Iteration 14Q: 3 clusters Score -640340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -640346.750000 Penalty: 2871.490723
	Iteration 15Q: 3 clusters Score -640346.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -640350.750000 Penalty: 2871.490723
	Iteration 16Q: 3 clusters Score -640350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -640354.562500 Penalty: 2871.490723
	Iteration 17Q: 3 clusters Score -640354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -640356.687500 Penalty: 2871.490723
	Iteration 18Q: 3 clusters Score -640356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -640357.000000 Penalty: 2871.490723
	Iteration 19Q: 3 clusters Score -640357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -640357.437500 Penalty: 2871.490723
	Iteration 20F: 3 clusters Score -640357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -640356.125000 Penalty: 2871.490723
	Iteration 21Q: 3 clusters Score -640356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -640358.562500 Penalty: 2871.490723
	Iteration 22Q: 3 clusters Score -640358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -640358.750000 Penalty: 2871.490723
	Iteration 23Q: 3 clusters Score -640358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -640358.750000 Penalty: 2871.490723
	Iteration 24F: 3 clusters Score -640358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Entering Unmasked Estep 
Score: -2867714.250000 Penalty: 1674.123413
	Iteration 0F: 2 clusters Score -2867714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2847704.500000 Penalty: 3348.246826
	Iteration 0F: 3 clusters Score -2847704 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2855323.750000 Penalty: 3348.246826
	Iteration 1F: 3 clusters Score -2855324 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2855789.500000 Penalty: 3348.246826
	Iteration 2Q: 3 clusters Score -2855790 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2856401.750000 Penalty: 3348.246826
	Iteration 3Q: 3 clusters Score -2856402 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2857339.250000 Penalty: 3348.246826
	Iteration 4F: 3 clusters Score -2857339 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2858772.000000 Penalty: 3348.246826
	Iteration 5F: 3 clusters Score -2858772 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2860686.000000 Penalty: 3348.246826
	Iteration 6F: 3 clusters Score -2860686 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2862720.500000 Penalty: 3348.246826
	Iteration 7F: 3 clusters Score -2862720 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -2864287.750000 Penalty: 3348.246826
	Iteration 8F: 3 clusters Score -2864288 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2865292.500000 Penalty: 3348.246826
	Iteration 9Q: 3 clusters Score -2865292 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -2865782.750000 Penalty: 3348.246826
	Iteration 10Q: 3 clusters Score -2865783 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -2866043.750000 Penalty: 3348.246826
	Iteration 11Q: 3 clusters Score -2866044 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -2866200.500000 Penalty: 3348.246826
	Iteration 12Q: 3 clusters Score -2866200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -2866268.500000 Penalty: 3348.246826
	Iteration 13Q: 3 clusters Score -2866268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2866337.250000 Penalty: 3348.246826
	Iteration 14Q: 3 clusters Score -2866337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -2866378.000000 Penalty: 3348.246826
	Iteration 15Q: 3 clusters Score -2866378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -2866408.500000 Penalty: 3348.246826
	Iteration 16Q: 3 clusters Score -2866408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -2866429.250000 Penalty: 3348.246826
	Iteration 17Q: 3 clusters Score -2866429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -2866445.500000 Penalty: 3348.246826
	Iteration 18Q: 3 clusters Score -2866446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -2866456.750000 Penalty: 3348.246826
	Iteration 19Q: 3 clusters Score -2866457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -2866468.250000 Penalty: 3348.246826
	Iteration 20F: 3 clusters Score -2866468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -2866475.250000 Penalty: 3348.246826
	Iteration 21Q: 3 clusters Score -2866475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -2866476.000000 Penalty: 3348.246826
	Iteration 22Q: 3 clusters Score -2866476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -2866476.750000 Penalty: 3348.246826
	Iteration 23Q: 3 clusters Score -2866477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -2866482.500000 Penalty: 3348.246826
	Iteration 24Q: 3 clusters Score -2866482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -2866489.000000 Penalty: 3348.246826
	Iteration 25Q: 3 clusters Score -2866489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -2866498.250000 Penalty: 3348.246826
	Iteration 26Q: 3 clusters Score -2866498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -2866506.000000 Penalty: 3348.246826
	Iteration 27Q: 3 clusters Score -2866506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -2866509.250000 Penalty: 3348.246826
	Iteration 28Q: 3 clusters Score -2866509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -2866514.000000 Penalty: 3348.246826
	Iteration 29Q: 3 clusters Score -2866514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -2866516.750000 Penalty: 3348.246826
	Iteration 30Q: 3 clusters Score -2866517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -2866526.750000 Penalty: 3348.246826
	Iteration 31Q: 3 clusters Score -2866527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -2866531.250000 Penalty: 3348.246826
	Iteration 32Q: 3 clusters Score -2866531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -2866529.750000 Penalty: 3348.246826
	Iteration 33Q: 3 clusters Score -2866530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -2866529.750000 Penalty: 3348.246826
	Iteration 34Q: 3 clusters Score -2866530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -2866529.500000 Penalty: 3348.246826
	Iteration 35Q: 3 clusters Score -2866530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -2866529.000000 Penalty: 3348.246826
	Iteration 36Q: 3 clusters Score -2866529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -2866528.750000 Penalty: 3348.246826
	Iteration 37Q: 3 clusters Score -2866529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -2866528.750000 Penalty: 3348.246826
	Iteration 38F: 3 clusters Score -2866529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Entering Unmasked Estep 
Score: -1490512.625000 Penalty: 1571.945190
	Iteration 0F: 2 clusters Score -1490513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1479480.875000 Penalty: 3143.890381
	Iteration 0F: 3 clusters Score -1479481 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1483235.375000 Penalty: 3143.890381
	Iteration 1F: 3 clusters Score -1483235 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1483749.625000 Penalty: 3143.890381
	Iteration 2F: 3 clusters Score -1483750 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1484444.750000 Penalty: 3143.890381
	Iteration 3F: 3 clusters Score -1484445 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1485579.875000 Penalty: 3143.890381
	Iteration 4F: 3 clusters Score -1485580 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1487247.250000 Penalty: 3143.890381
	Iteration 5F: 3 clusters Score -1487247 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1489252.875000 Penalty: 3143.890381
	Iteration 6F: 3 clusters Score -1489253 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1490635.000000 Penalty: 3143.890381
	Iteration 7F: 3 clusters Score -1490635 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1491192.250000 Penalty: 3143.890381
	Iteration 8F: 3 clusters Score -1491192 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1491378.000000 Penalty: 3143.890381
	Iteration 9Q: 3 clusters Score -1491378 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1491452.375000 Penalty: 3143.890381
	Iteration 10Q: 3 clusters Score -1491452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1491490.000000 Penalty: 3143.890381
	Iteration 11Q: 3 clusters Score -1491490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1491514.500000 Penalty: 3143.890381
	Iteration 12Q: 3 clusters Score -1491514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1491524.500000 Penalty: 3143.890381
	Iteration 13Q: 3 clusters Score -1491524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1491522.000000 Penalty: 3143.890381
	Iteration 14Q: 3 clusters Score -1491522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1491526.000000 Penalty: 3143.890381
	Iteration 15Q: 3 clusters Score -1491526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1491529.500000 Penalty: 3143.890381
	Iteration 16Q: 3 clusters Score -1491530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1491531.125000 Penalty: 3143.890381
	Iteration 17Q: 3 clusters Score -1491531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1491531.625000 Penalty: 3143.890381
	Iteration 18Q: 3 clusters Score -1491532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1491530.125000 Penalty: 3143.890381
	Iteration 19Q: 3 clusters Score -1491530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1491533.125000 Penalty: 3143.890381
	Iteration 20F: 3 clusters Score -1491533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1491533.250000 Penalty: 3143.890381
	Iteration 21Q: 3 clusters Score -1491533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1491532.750000 Penalty: 3143.890381
	Iteration 22Q: 3 clusters Score -1491533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1491534.875000 Penalty: 3143.890381
	Iteration 23Q: 3 clusters Score -1491535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1491531.250000 Penalty: 3143.890381
	Iteration 24Q: 3 clusters Score -1491531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1491535.750000 Penalty: 3143.890381
	Iteration 25Q: 3 clusters Score -1491536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1491536.000000 Penalty: 3143.890381
	Iteration 26Q: 3 clusters Score -1491536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1491531.625000 Penalty: 3143.890381
	Iteration 27Q: 3 clusters Score -1491532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1491532.500000 Penalty: 3143.890381
	Iteration 28Q: 3 clusters Score -1491532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1491537.250000 Penalty: 3143.890381
	Iteration 29Q: 3 clusters Score -1491537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1491535.750000 Penalty: 3143.890381
	Iteration 30Q: 3 clusters Score -1491536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1491539.250000 Penalty: 3143.890381
	Iteration 31Q: 3 clusters Score -1491539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1491537.250000 Penalty: 3143.890381
	Iteration 32Q: 3 clusters Score -1491537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1491536.250000 Penalty: 3143.890381
	Iteration 33Q: 3 clusters Score -1491536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1491536.750000 Penalty: 3143.890381
	Iteration 34Q: 3 clusters Score -1491537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1491536.750000 Penalty: 3143.890381
	Iteration 35F: 3 clusters Score -1491537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 22575 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16620 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 35512 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 47424 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 5434 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 34228 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1570 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38092 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 5938 members 
Mstep: Class 44 contains 5151 members 
Mstep: Class 45 contains 8032 members 
Entering Unmasked Estep 
Score: -49771984.000000 Penalty: 96567.195312
Splitting cluster 5 changes total score from -49771328.000000 to -49771984.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 6 (22575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Entering Unmasked Estep 
Score: -2131419.750000 Penalty: 1628.997192
	Iteration 0F: 2 clusters Score -2131420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2116142.250000 Penalty: 3257.994385
	Iteration 0F: 3 clusters Score -2116142 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2121684.000000 Penalty: 3257.994385
	Iteration 1F: 3 clusters Score -2121684 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2121994.250000 Penalty: 3257.994385
	Iteration 2Q: 3 clusters Score -2121994 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2122252.250000 Penalty: 3257.994385
	Iteration 3Q: 3 clusters Score -2122252 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2122462.250000 Penalty: 3257.994385
	Iteration 4Q: 3 clusters Score -2122462 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2122627.750000 Penalty: 3257.994385
	Iteration 5Q: 3 clusters Score -2122628 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2122786.250000 Penalty: 3257.994385
	Iteration 6Q: 3 clusters Score -2122786 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2122932.000000 Penalty: 3257.994385
	Iteration 7Q: 3 clusters Score -2122932 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2123131.750000 Penalty: 3257.994385
	Iteration 8Q: 3 clusters Score -2123132 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2123370.500000 Penalty: 3257.994385
	Iteration 9Q: 3 clusters Score -2123370 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2123655.250000 Penalty: 3257.994385
	Iteration 10Q: 3 clusters Score -2123655 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2124059.250000 Penalty: 3257.994385
	Iteration 11Q: 3 clusters Score -2124059 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2124632.750000 Penalty: 3257.994385
	Iteration 12Q: 3 clusters Score -2124633 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2125420.000000 Penalty: 3257.994385
	Iteration 13F: 3 clusters Score -2125420 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2126335.250000 Penalty: 3257.994385
	Iteration 14F: 3 clusters Score -2126335 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2127274.750000 Penalty: 3257.994385
	Iteration 15F: 3 clusters Score -2127275 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2128141.250000 Penalty: 3257.994385
	Iteration 16Q: 3 clusters Score -2128141 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2128829.750000 Penalty: 3257.994385
	Iteration 17Q: 3 clusters Score -2128830 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2129298.750000 Penalty: 3257.994385
	Iteration 18Q: 3 clusters Score -2129299 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2129595.000000 Penalty: 3257.994385
	Iteration 19Q: 3 clusters Score -2129595 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2129789.750000 Penalty: 3257.994385
	Iteration 20F: 3 clusters Score -2129790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2129883.250000 Penalty: 3257.994385
	Iteration 21Q: 3 clusters Score -2129883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2129935.250000 Penalty: 3257.994385
	Iteration 22Q: 3 clusters Score -2129935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2129958.000000 Penalty: 3257.994385
	Iteration 23Q: 3 clusters Score -2129958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2129974.250000 Penalty: 3257.994385
	Iteration 24Q: 3 clusters Score -2129974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2129993.500000 Penalty: 3257.994385
	Iteration 25Q: 3 clusters Score -2129994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2130000.250000 Penalty: 3257.994385
	Iteration 26Q: 3 clusters Score -2130000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2130012.250000 Penalty: 3257.994385
	Iteration 27Q: 3 clusters Score -2130012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2130024.250000 Penalty: 3257.994385
	Iteration 28Q: 3 clusters Score -2130024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2130028.500000 Penalty: 3257.994385
	Iteration 29Q: 3 clusters Score -2130028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2130030.000000 Penalty: 3257.994385
	Iteration 30Q: 3 clusters Score -2130030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2130034.000000 Penalty: 3257.994385
	Iteration 31Q: 3 clusters Score -2130034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2130032.500000 Penalty: 3257.994385
	Iteration 32Q: 3 clusters Score -2130032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2130038.750000 Penalty: 3257.994385
	Iteration 33Q: 3 clusters Score -2130039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2130042.250000 Penalty: 3257.994385
	Iteration 34Q: 3 clusters Score -2130042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2130043.500000 Penalty: 3257.994385
	Iteration 35Q: 3 clusters Score -2130044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2130047.000000 Penalty: 3257.994385
	Iteration 36Q: 3 clusters Score -2130047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2130047.000000 Penalty: 3257.994385
	Iteration 37F: 3 clusters Score -2130047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -1850274.875000 Penalty: 1608.697998
	Iteration 0F: 2 clusters Score -1850275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1836711.875000 Penalty: 3217.395996
	Iteration 0F: 3 clusters Score -1836712 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1841532.750000 Penalty: 3217.395996
	Iteration 1F: 3 clusters Score -1841533 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1841854.125000 Penalty: 3217.395996
	Iteration 2Q: 3 clusters Score -1841854 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1842135.375000 Penalty: 3217.395996
	Iteration 3Q: 3 clusters Score -1842135 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1842382.750000 Penalty: 3217.395996
	Iteration 4Q: 3 clusters Score -1842383 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1842688.000000 Penalty: 3217.395996
	Iteration 5Q: 3 clusters Score -1842688 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1843037.000000 Penalty: 3217.395996
	Iteration 6Q: 3 clusters Score -1843037 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1843496.125000 Penalty: 3217.395996
	Iteration 7Q: 3 clusters Score -1843496 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1844120.125000 Penalty: 3217.395996
	Iteration 8F: 3 clusters Score -1844120 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1844911.625000 Penalty: 3217.395996
	Iteration 9F: 3 clusters Score -1844912 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1845858.750000 Penalty: 3217.395996
	Iteration 10F: 3 clusters Score -1845859 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1846776.125000 Penalty: 3217.395996
	Iteration 11F: 3 clusters Score -1846776 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1847530.375000 Penalty: 3217.395996
	Iteration 12Q: 3 clusters Score -1847530 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1848056.625000 Penalty: 3217.395996
	Iteration 13Q: 3 clusters Score -1848057 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1848384.125000 Penalty: 3217.395996
	Iteration 14Q: 3 clusters Score -1848384 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1848576.625000 Penalty: 3217.395996
	Iteration 15Q: 3 clusters Score -1848577 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1848690.000000 Penalty: 3217.395996
	Iteration 16Q: 3 clusters Score -1848690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1848757.750000 Penalty: 3217.395996
	Iteration 17Q: 3 clusters Score -1848758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1848803.750000 Penalty: 3217.395996
	Iteration 18Q: 3 clusters Score -1848804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1848818.625000 Penalty: 3217.395996
	Iteration 19Q: 3 clusters Score -1848819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -1848843.000000 Penalty: 3217.395996
	Iteration 20F: 3 clusters Score -1848843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1848861.750000 Penalty: 3217.395996
	Iteration 21Q: 3 clusters Score -1848862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1848873.625000 Penalty: 3217.395996
	Iteration 22Q: 3 clusters Score -1848874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1848876.375000 Penalty: 3217.395996
	Iteration 23Q: 3 clusters Score -1848876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1848881.000000 Penalty: 3217.395996
	Iteration 24Q: 3 clusters Score -1848881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1848886.875000 Penalty: 3217.395996
	Iteration 25Q: 3 clusters Score -1848887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1848895.250000 Penalty: 3217.395996
	Iteration 26Q: 3 clusters Score -1848895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1848900.250000 Penalty: 3217.395996
	Iteration 27Q: 3 clusters Score -1848900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1848902.625000 Penalty: 3217.395996
	Iteration 28Q: 3 clusters Score -1848903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1848902.625000 Penalty: 3217.395996
	Iteration 29F: 3 clusters Score -1848903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -276453.750000 Penalty: 1301.359375
	Iteration 0F: 2 clusters Score -276453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -273715.468750 Penalty: 2602.718750
	Iteration 0F: 3 clusters Score -273715.5 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -274402.625000 Penalty: 2602.718750
	Iteration 1F: 3 clusters Score -274402.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -274625.968750 Penalty: 2602.718750
	Iteration 2F: 3 clusters Score -274626 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -274816.218750 Penalty: 2602.718750
	Iteration 3F: 3 clusters Score -274816.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -275011.250000 Penalty: 2602.718750
	Iteration 4F: 3 clusters Score -275011.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -275228.531250 Penalty: 2602.718750
	Iteration 5F: 3 clusters Score -275228.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -275438.781250 Penalty: 2602.718750
	Iteration 6F: 3 clusters Score -275438.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -275562.000000 Penalty: 2602.718750
	Iteration 7Q: 3 clusters Score -275562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -275645.156250 Penalty: 2602.718750
	Iteration 8Q: 3 clusters Score -275645.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -275704.125000 Penalty: 2602.718750
	Iteration 9Q: 3 clusters Score -275704.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -275759.281250 Penalty: 2602.718750
	Iteration 10Q: 3 clusters Score -275759.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -275804.468750 Penalty: 2602.718750
	Iteration 11Q: 3 clusters Score -275804.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -275834.250000 Penalty: 2602.718750
	Iteration 12Q: 3 clusters Score -275834.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -275863.656250 Penalty: 2602.718750
	Iteration 13Q: 3 clusters Score -275863.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -275886.218750 Penalty: 2602.718750
	Iteration 14Q: 3 clusters Score -275886.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -275903.937500 Penalty: 2602.718750
	Iteration 15Q: 3 clusters Score -275903.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -275917.312500 Penalty: 2602.718750
	Iteration 16Q: 3 clusters Score -275917.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -275929.093750 Penalty: 2602.718750
	Iteration 17Q: 3 clusters Score -275929.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -275937.375000 Penalty: 2602.718750
	Iteration 18Q: 3 clusters Score -275937.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -275942.593750 Penalty: 2602.718750
	Iteration 19Q: 3 clusters Score -275942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -275945.781250 Penalty: 2602.718750
	Iteration 20F: 3 clusters Score -275945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -275946.687500 Penalty: 2602.718750
	Iteration 21Q: 3 clusters Score -275946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -275949.468750 Penalty: 2602.718750
	Iteration 22Q: 3 clusters Score -275949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -275951.468750 Penalty: 2602.718750
	Iteration 23Q: 3 clusters Score -275951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -275952.406250 Penalty: 2602.718750
	Iteration 24Q: 3 clusters Score -275952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -275952.843750 Penalty: 2602.718750
	Iteration 25Q: 3 clusters Score -275952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -275952.843750 Penalty: 2602.718750
	Iteration 26Q: 3 clusters Score -275952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -275953.406250 Penalty: 2602.718750
	Iteration 27Q: 3 clusters Score -275953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -275953.406250 Penalty: 2602.718750
	Iteration 28F: 3 clusters Score -275953.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -161825.187500 Penalty: 1218.115845
	Iteration 0F: 2 clusters Score -161825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -159851.750000 Penalty: 2436.231689
	Iteration 0F: 3 clusters Score -159851.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -160257.906250 Penalty: 2436.231689
	Iteration 1F: 3 clusters Score -160257.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -160351.984375 Penalty: 2436.231689
	Iteration 2F: 3 clusters Score -160352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -160410.156250 Penalty: 2436.231689
	Iteration 3Q: 3 clusters Score -160410.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160460.671875 Penalty: 2436.231689
	Iteration 4Q: 3 clusters Score -160460.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -160499.359375 Penalty: 2436.231689
	Iteration 5Q: 3 clusters Score -160499.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160530.859375 Penalty: 2436.231689
	Iteration 6Q: 3 clusters Score -160530.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160558.750000 Penalty: 2436.231689
	Iteration 7Q: 3 clusters Score -160558.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160582.921875 Penalty: 2436.231689
	Iteration 8Q: 3 clusters Score -160582.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160609.437500 Penalty: 2436.231689
	Iteration 9Q: 3 clusters Score -160609.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -160640.937500 Penalty: 2436.231689
	Iteration 10Q: 3 clusters Score -160640.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -160662.687500 Penalty: 2436.231689
	Iteration 11Q: 3 clusters Score -160662.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -160680.796875 Penalty: 2436.231689
	Iteration 12Q: 3 clusters Score -160680.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -160706.281250 Penalty: 2436.231689
	Iteration 13Q: 3 clusters Score -160706.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -160728.750000 Penalty: 2436.231689
	Iteration 14Q: 3 clusters Score -160728.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -160744.375000 Penalty: 2436.231689
	Iteration 15Q: 3 clusters Score -160744.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -160766.265625 Penalty: 2436.231689
	Iteration 16Q: 3 clusters Score -160766.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160787.625000 Penalty: 2436.231689
	Iteration 17Q: 3 clusters Score -160787.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -160808.062500 Penalty: 2436.231689
	Iteration 18Q: 3 clusters Score -160808.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -160842.328125 Penalty: 2436.231689
	Iteration 19Q: 3 clusters Score -160842.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -160885.031250 Penalty: 2436.231689
	Iteration 20F: 3 clusters Score -160885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -160943.546875 Penalty: 2436.231689
	Iteration 21Q: 3 clusters Score -160943.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -161055.406250 Penalty: 2436.231689
	Iteration 22Q: 3 clusters Score -161055.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -161231.609375 Penalty: 2436.231689
	Iteration 23Q: 3 clusters Score -161231.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -161400.343750 Penalty: 2436.231689
	Iteration 24Q: 3 clusters Score -161400.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -161593.156250 Penalty: 2436.231689
	Iteration 25Q: 3 clusters Score -161593.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -161737.406250 Penalty: 2436.231689
	Iteration 26Q: 3 clusters Score -161737.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161825.171875 Penalty: 2436.231689
	Iteration 27Q: 3 clusters Score -161825.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -161858.437500 Penalty: 2436.231689
	Iteration 28Q: 3 clusters Score -161858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -161868.171875 Penalty: 2436.231689
	Iteration 29Q: 3 clusters Score -161868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -161868.171875 Penalty: 2436.231689
	Iteration 30F: 3 clusters Score -161868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 22575 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16620 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 35512 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 47424 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 5434 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 34228 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1570 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38092 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 5938 members 
Mstep: Class 44 contains 5151 members 
Mstep: Class 45 contains 8032 members 
Mstep: Class 46 contains 874 members 
Entering Unmasked Estep 
Score: -49771168.000000 Penalty: 98713.132812
Splitting cluster 9 changes total score from -49771328.000000 to -49771168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -139422.562500 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139422.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -139825.750000 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139825.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -139931.593750 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139931.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -139977.765625 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -139977.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140007.156250 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -140007.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140027.640625 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -140027.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -140043.968750 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -140044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -140052.515625 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -140052.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -140061.125000 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -140061.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -140067.046875 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -140067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -140071.812500 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -140071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -140078.343750 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -140078.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140085.781250 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -140085.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -140089.718750 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -140089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -140092.015625 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -140092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -140095.609375 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -140095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -140099.218750 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -140099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -140103.062500 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -140103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140106.187500 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -140106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -140106.734375 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -140106.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -140107.140625 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -140107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140107.328125 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -140107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140107.328125 Penalty: 2388.081787
	Iteration 22F: 3 clusters Score -140107.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Entering Unmasked Estep 
Score: -1596044.125000 Penalty: 1579.233765
	Iteration 0F: 2 clusters Score -1596044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1584543.625000 Penalty: 3158.467529
	Iteration 0F: 3 clusters Score -1584544 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1588601.250000 Penalty: 3158.467529
	Iteration 1F: 3 clusters Score -1588601 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1588972.250000 Penalty: 3158.467529
	Iteration 2F: 3 clusters Score -1588972 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1589332.875000 Penalty: 3158.467529
	Iteration 3F: 3 clusters Score -1589333 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1589767.000000 Penalty: 3158.467529
	Iteration 4F: 3 clusters Score -1589767 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1590329.000000 Penalty: 3158.467529
	Iteration 5F: 3 clusters Score -1590329 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1591022.375000 Penalty: 3158.467529
	Iteration 6F: 3 clusters Score -1591022 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1591769.250000 Penalty: 3158.467529
	Iteration 7F: 3 clusters Score -1591769 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1592534.000000 Penalty: 3158.467529
	Iteration 8F: 3 clusters Score -1592534 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1593161.375000 Penalty: 3158.467529
	Iteration 9Q: 3 clusters Score -1593161 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1593644.375000 Penalty: 3158.467529
	Iteration 10Q: 3 clusters Score -1593644 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1593966.375000 Penalty: 3158.467529
	Iteration 11Q: 3 clusters Score -1593966 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1594202.250000 Penalty: 3158.467529
	Iteration 12Q: 3 clusters Score -1594202 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1594361.750000 Penalty: 3158.467529
	Iteration 13Q: 3 clusters Score -1594362 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1594462.125000 Penalty: 3158.467529
	Iteration 14Q: 3 clusters Score -1594462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1594522.125000 Penalty: 3158.467529
	Iteration 15Q: 3 clusters Score -1594522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1594554.500000 Penalty: 3158.467529
	Iteration 16Q: 3 clusters Score -1594554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1594583.625000 Penalty: 3158.467529
	Iteration 17Q: 3 clusters Score -1594584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1594608.000000 Penalty: 3158.467529
	Iteration 18Q: 3 clusters Score -1594608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1594627.250000 Penalty: 3158.467529
	Iteration 19Q: 3 clusters Score -1594627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1594640.500000 Penalty: 3158.467529
	Iteration 20F: 3 clusters Score -1594640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1594654.750000 Penalty: 3158.467529
	Iteration 21Q: 3 clusters Score -1594655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1594660.625000 Penalty: 3158.467529
	Iteration 22Q: 3 clusters Score -1594661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1594665.375000 Penalty: 3158.467529
	Iteration 23Q: 3 clusters Score -1594665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1594671.250000 Penalty: 3158.467529
	Iteration 24Q: 3 clusters Score -1594671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1594676.125000 Penalty: 3158.467529
	Iteration 25Q: 3 clusters Score -1594676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1594679.875000 Penalty: 3158.467529
	Iteration 26Q: 3 clusters Score -1594680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1594682.250000 Penalty: 3158.467529
	Iteration 27Q: 3 clusters Score -1594682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1594682.125000 Penalty: 3158.467529
	Iteration 28Q: 3 clusters Score -1594682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1594687.500000 Penalty: 3158.467529
	Iteration 29Q: 3 clusters Score -1594688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1594689.875000 Penalty: 3158.467529
	Iteration 30Q: 3 clusters Score -1594690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1594693.500000 Penalty: 3158.467529
	Iteration 31Q: 3 clusters Score -1594694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1594692.500000 Penalty: 3158.467529
	Iteration 32Q: 3 clusters Score -1594692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1594695.250000 Penalty: 3158.467529
	Iteration 33Q: 3 clusters Score -1594695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1594700.000000 Penalty: 3158.467529
	Iteration 34Q: 3 clusters Score -1594700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1594705.750000 Penalty: 3158.467529
	Iteration 35Q: 3 clusters Score -1594706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1594705.250000 Penalty: 3158.467529
	Iteration 36Q: 3 clusters Score -1594705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1594707.000000 Penalty: 3158.467529
	Iteration 37Q: 3 clusters Score -1594707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1594714.250000 Penalty: 3158.467529
	Iteration 38Q: 3 clusters Score -1594714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1594719.625000 Penalty: 3158.467529
	Iteration 39Q: 3 clusters Score -1594720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1594725.750000 Penalty: 3158.467529
	Iteration 40F: 3 clusters Score -1594726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1594726.625000 Penalty: 3158.467529
	Iteration 41Q: 3 clusters Score -1594727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1594730.750000 Penalty: 3158.467529
	Iteration 42Q: 3 clusters Score -1594731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1594733.500000 Penalty: 3158.467529
	Iteration 43Q: 3 clusters Score -1594734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1594733.375000 Penalty: 3158.467529
	Iteration 44Q: 3 clusters Score -1594733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1594739.000000 Penalty: 3158.467529
	Iteration 45Q: 3 clusters Score -1594739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1594737.750000 Penalty: 3158.467529
	Iteration 46Q: 3 clusters Score -1594738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1594736.125000 Penalty: 3158.467529
	Iteration 47Q: 3 clusters Score -1594736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1594741.000000 Penalty: 3158.467529
	Iteration 48Q: 3 clusters Score -1594741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1594741.000000 Penalty: 3158.467529
	Iteration 49F: 3 clusters Score -1594741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -150104.500000 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -150104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -148206.265625 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -148206.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -148573.718750 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -148573.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -148693.953125 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -148694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -148750.375000 Penalty: 2407.969238
	Iteration 3Q: 3 clusters Score -148750.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -148795.750000 Penalty: 2407.969238
	Iteration 4Q: 3 clusters Score -148795.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -148835.859375 Penalty: 2407.969238
	Iteration 5Q: 3 clusters Score -148835.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -148862.906250 Penalty: 2407.969238
	Iteration 6Q: 3 clusters Score -148862.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -148883.968750 Penalty: 2407.969238
	Iteration 7Q: 3 clusters Score -148884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -148901.109375 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -148901.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -148919.984375 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -148920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -148939.578125 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -148939.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -148958.718750 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -148958.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -148973.234375 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -148973.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -148991.093750 Penalty: 2407.969238
	Iteration 13Q: 3 clusters Score -148991.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -149002.156250 Penalty: 2407.969238
	Iteration 14Q: 3 clusters Score -149002.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -149015.968750 Penalty: 2407.969238
	Iteration 15Q: 3 clusters Score -149016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -149033.437500 Penalty: 2407.969238
	Iteration 16Q: 3 clusters Score -149033.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -149056.843750 Penalty: 2407.969238
	Iteration 17Q: 3 clusters Score -149056.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -149077.125000 Penalty: 2407.969238
	Iteration 18Q: 3 clusters Score -149077.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149096.859375 Penalty: 2407.969238
	Iteration 19Q: 3 clusters Score -149096.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -149108.640625 Penalty: 2407.969238
	Iteration 20F: 3 clusters Score -149108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -149118.500000 Penalty: 2407.969238
	Iteration 21Q: 3 clusters Score -149118.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -149123.812500 Penalty: 2407.969238
	Iteration 22Q: 3 clusters Score -149123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -149127.531250 Penalty: 2407.969238
	Iteration 23Q: 3 clusters Score -149127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -149129.578125 Penalty: 2407.969238
	Iteration 24Q: 3 clusters Score -149129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -149131.421875 Penalty: 2407.969238
	Iteration 25Q: 3 clusters Score -149131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -149132.078125 Penalty: 2407.969238
	Iteration 26Q: 3 clusters Score -149132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -149132.656250 Penalty: 2407.969238
	Iteration 27Q: 3 clusters Score -149132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -149133.781250 Penalty: 2407.969238
	Iteration 28Q: 3 clusters Score -149133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -149134.250000 Penalty: 2407.969238
	Iteration 29Q: 3 clusters Score -149134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -149134.250000 Penalty: 2407.969238
	Iteration 30F: 3 clusters Score -149134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -78283.109375 Penalty: 1109.841553
	Iteration 0F: 2 clusters Score -78283.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76889.851562 Penalty: 2219.683105
	Iteration 0F: 3 clusters Score -76889.85 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77138.218750 Penalty: 2219.683105
	Iteration 1F: 3 clusters Score -77138.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77214.335938 Penalty: 2219.683105
	Iteration 2F: 3 clusters Score -77214.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77261.750000 Penalty: 2219.683105
	Iteration 3Q: 3 clusters Score -77261.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77302.671875 Penalty: 2219.683105
	Iteration 4Q: 3 clusters Score -77302.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77328.539062 Penalty: 2219.683105
	Iteration 5Q: 3 clusters Score -77328.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77343.296875 Penalty: 2219.683105
	Iteration 6Q: 3 clusters Score -77343.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77363.640625 Penalty: 2219.683105
	Iteration 7Q: 3 clusters Score -77363.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77376.914062 Penalty: 2219.683105
	Iteration 8Q: 3 clusters Score -77376.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77392.882812 Penalty: 2219.683105
	Iteration 9Q: 3 clusters Score -77392.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77407.515625 Penalty: 2219.683105
	Iteration 10Q: 3 clusters Score -77407.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77428.867188 Penalty: 2219.683105
	Iteration 11Q: 3 clusters Score -77428.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77465.757812 Penalty: 2219.683105
	Iteration 12Q: 3 clusters Score -77465.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77497.960938 Penalty: 2219.683105
	Iteration 13Q: 3 clusters Score -77497.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77547.296875 Penalty: 2219.683105
	Iteration 14Q: 3 clusters Score -77547.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77650.609375 Penalty: 2219.683105
	Iteration 15Q: 3 clusters Score -77650.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77721.492188 Penalty: 2219.683105
	Iteration 16Q: 3 clusters Score -77721.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77763.828125 Penalty: 2219.683105
	Iteration 17Q: 3 clusters Score -77763.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77782.984375 Penalty: 2219.683105
	Iteration 18Q: 3 clusters Score -77782.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77806.328125 Penalty: 2219.683105
	Iteration 19Q: 3 clusters Score -77806.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77825.648438 Penalty: 2219.683105
	Iteration 20F: 3 clusters Score -77825.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77831.726562 Penalty: 2219.683105
	Iteration 21Q: 3 clusters Score -77831.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77833.070312 Penalty: 2219.683105
	Iteration 22Q: 3 clusters Score -77833.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77835.593750 Penalty: 2219.683105
	Iteration 23Q: 3 clusters Score -77835.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77839.585938 Penalty: 2219.683105
	Iteration 24Q: 3 clusters Score -77839.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77845.031250 Penalty: 2219.683105
	Iteration 25Q: 3 clusters Score -77845.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77849.945312 Penalty: 2219.683105
	Iteration 26Q: 3 clusters Score -77849.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77853.601562 Penalty: 2219.683105
	Iteration 27Q: 3 clusters Score -77853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77856.093750 Penalty: 2219.683105
	Iteration 28Q: 3 clusters Score -77856.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77861.601562 Penalty: 2219.683105
	Iteration 29Q: 3 clusters Score -77861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77868.890625 Penalty: 2219.683105
	Iteration 30Q: 3 clusters Score -77868.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77873.203125 Penalty: 2219.683105
	Iteration 31Q: 3 clusters Score -77873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -77876.429688 Penalty: 2219.683105
	Iteration 32Q: 3 clusters Score -77876.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77880.398438 Penalty: 2219.683105
	Iteration 33Q: 3 clusters Score -77880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77882.390625 Penalty: 2219.683105
	Iteration 34Q: 3 clusters Score -77882.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77882.851562 Penalty: 2219.683105
	Iteration 35Q: 3 clusters Score -77882.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77883.937500 Penalty: 2219.683105
	Iteration 36Q: 3 clusters Score -77883.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77883.937500 Penalty: 2219.683105
	Iteration 37F: 3 clusters Score -77883.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Entering Unmasked Estep 
Score: -3438943.750000 Penalty: 1702.614258
	Iteration 0F: 2 clusters Score -3438944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3415000.500000 Penalty: 3405.228516
	Iteration 0F: 3 clusters Score -3415000 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3424227.250000 Penalty: 3405.228516
	Iteration 1F: 3 clusters Score -3424227 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3424745.250000 Penalty: 3405.228516
	Iteration 2Q: 3 clusters Score -3424745 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3425418.250000 Penalty: 3405.228516
	Iteration 3Q: 3 clusters Score -3425418 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3426408.500000 Penalty: 3405.228516
	Iteration 4F: 3 clusters Score -3426408 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3427837.750000 Penalty: 3405.228516
	Iteration 5F: 3 clusters Score -3427838 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3429430.500000 Penalty: 3405.228516
	Iteration 6F: 3 clusters Score -3429430 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3430980.750000 Penalty: 3405.228516
	Iteration 7F: 3 clusters Score -3430981 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3432334.000000 Penalty: 3405.228516
	Iteration 8F: 3 clusters Score -3432334 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3433243.750000 Penalty: 3405.228516
	Iteration 9F: 3 clusters Score -3433244 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3433809.750000 Penalty: 3405.228516
	Iteration 10Q: 3 clusters Score -3433810 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3434137.750000 Penalty: 3405.228516
	Iteration 11Q: 3 clusters Score -3434138 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3434467.500000 Penalty: 3405.228516
	Iteration 12Q: 3 clusters Score -3434468 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3434768.500000 Penalty: 3405.228516
	Iteration 13Q: 3 clusters Score -3434768 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3435050.500000 Penalty: 3405.228516
	Iteration 14Q: 3 clusters Score -3435050 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3435323.500000 Penalty: 3405.228516
	Iteration 15Q: 3 clusters Score -3435324 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3435478.000000 Penalty: 3405.228516
	Iteration 16Q: 3 clusters Score -3435478 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3435598.750000 Penalty: 3405.228516
	Iteration 17Q: 3 clusters Score -3435599 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3435646.750000 Penalty: 3405.228516
	Iteration 18Q: 3 clusters Score -3435647 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3435663.000000 Penalty: 3405.228516
	Iteration 19Q: 3 clusters Score -3435663 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3435675.500000 Penalty: 3405.228516
	Iteration 20F: 3 clusters Score -3435676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3435686.000000 Penalty: 3405.228516
	Iteration 21Q: 3 clusters Score -3435686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3435685.500000 Penalty: 3405.228516
	Iteration 22Q: 3 clusters Score -3435686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3435692.250000 Penalty: 3405.228516
	Iteration 23Q: 3 clusters Score -3435692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3435694.000000 Penalty: 3405.228516
	Iteration 24Q: 3 clusters Score -3435694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3435685.500000 Penalty: 3405.228516
	Iteration 25Q: 3 clusters Score -3435686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3435689.500000 Penalty: 3405.228516
	Iteration 26Q: 3 clusters Score -3435690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3435682.250000 Penalty: 3405.228516
	Iteration 27Q: 3 clusters Score -3435682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3435689.500000 Penalty: 3405.228516
	Iteration 28Q: 3 clusters Score -3435690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3435681.000000 Penalty: 3405.228516
	Iteration 29Q: 3 clusters Score -3435681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3435674.500000 Penalty: 3405.228516
	Iteration 30Q: 3 clusters Score -3435674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3435681.000000 Penalty: 3405.228516
	Iteration 31Q: 3 clusters Score -3435681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3435674.750000 Penalty: 3405.228516
	Iteration 32Q: 3 clusters Score -3435675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3435681.000000 Penalty: 3405.228516
	Iteration 33Q: 3 clusters Score -3435681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3435677.000000 Penalty: 3405.228516
	Iteration 34Q: 3 clusters Score -3435677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3435674.000000 Penalty: 3405.228516
	Iteration 35Q: 3 clusters Score -3435674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3435673.250000 Penalty: 3405.228516
	Iteration 36Q: 3 clusters Score -3435673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3435672.000000 Penalty: 3405.228516
	Iteration 37Q: 3 clusters Score -3435672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3435673.500000 Penalty: 3405.228516
	Iteration 38Q: 3 clusters Score -3435674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3435669.000000 Penalty: 3405.228516
	Iteration 39Q: 3 clusters Score -3435669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3435662.500000 Penalty: 3405.228516
	Iteration 40F: 3 clusters Score -3435662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3435661.500000 Penalty: 3405.228516
	Iteration 41Q: 3 clusters Score -3435662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3435650.500000 Penalty: 3405.228516
	Iteration 42Q: 3 clusters Score -3435650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3435656.000000 Penalty: 3405.228516
	Iteration 43Q: 3 clusters Score -3435656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3435659.250000 Penalty: 3405.228516
	Iteration 44Q: 3 clusters Score -3435659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3435657.500000 Penalty: 3405.228516
	Iteration 45Q: 3 clusters Score -3435658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3435656.750000 Penalty: 3405.228516
	Iteration 46Q: 3 clusters Score -3435657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3435656.750000 Penalty: 3405.228516
	Iteration 47F: 3 clusters Score -3435657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -208589.781250 Penalty: 1258.422241
	Iteration 0F: 2 clusters Score -208589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -206270.546875 Penalty: 2516.844482
	Iteration 0F: 3 clusters Score -206270.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -206800.765625 Penalty: 2516.844482
	Iteration 1F: 3 clusters Score -206800.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -206975.156250 Penalty: 2516.844482
	Iteration 2F: 3 clusters Score -206975.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -207081.234375 Penalty: 2516.844482
	Iteration 3F: 3 clusters Score -207081.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -207163.953125 Penalty: 2516.844482
	Iteration 4Q: 3 clusters Score -207164 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -207229.000000 Penalty: 2516.844482
	Iteration 5Q: 3 clusters Score -207229 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -207294.562500 Penalty: 2516.844482
	Iteration 6Q: 3 clusters Score -207294.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -207340.437500 Penalty: 2516.844482
	Iteration 7Q: 3 clusters Score -207340.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -207367.781250 Penalty: 2516.844482
	Iteration 8Q: 3 clusters Score -207367.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -207392.031250 Penalty: 2516.844482
	Iteration 9Q: 3 clusters Score -207392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -207423.640625 Penalty: 2516.844482
	Iteration 10Q: 3 clusters Score -207423.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -207450.875000 Penalty: 2516.844482
	Iteration 11Q: 3 clusters Score -207450.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -207474.609375 Penalty: 2516.844482
	Iteration 12Q: 3 clusters Score -207474.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -207493.453125 Penalty: 2516.844482
	Iteration 13Q: 3 clusters Score -207493.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -207508.953125 Penalty: 2516.844482
	Iteration 14Q: 3 clusters Score -207509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -207519.484375 Penalty: 2516.844482
	Iteration 15Q: 3 clusters Score -207519.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -207525.203125 Penalty: 2516.844482
	Iteration 16Q: 3 clusters Score -207525.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -207530.156250 Penalty: 2516.844482
	Iteration 17Q: 3 clusters Score -207530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -207535.250000 Penalty: 2516.844482
	Iteration 18Q: 3 clusters Score -207535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -207536.937500 Penalty: 2516.844482
	Iteration 19Q: 3 clusters Score -207536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -207538.984375 Penalty: 2516.844482
	Iteration 20F: 3 clusters Score -207539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -207542.984375 Penalty: 2516.844482
	Iteration 21Q: 3 clusters Score -207543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -207547.000000 Penalty: 2516.844482
	Iteration 22Q: 3 clusters Score -207547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -207552.906250 Penalty: 2516.844482
	Iteration 23Q: 3 clusters Score -207552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -207558.484375 Penalty: 2516.844482
	Iteration 24Q: 3 clusters Score -207558.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -207563.421875 Penalty: 2516.844482
	Iteration 25Q: 3 clusters Score -207563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -207567.781250 Penalty: 2516.844482
	Iteration 26Q: 3 clusters Score -207567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -207571.609375 Penalty: 2516.844482
	Iteration 27Q: 3 clusters Score -207571.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -207578.812500 Penalty: 2516.844482
	Iteration 28Q: 3 clusters Score -207578.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -207589.500000 Penalty: 2516.844482
	Iteration 29Q: 3 clusters Score -207589.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -207596.109375 Penalty: 2516.844482
	Iteration 30Q: 3 clusters Score -207596.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -207601.078125 Penalty: 2516.844482
	Iteration 31Q: 3 clusters Score -207601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207605.843750 Penalty: 2516.844482
	Iteration 32Q: 3 clusters Score -207605.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -207606.703125 Penalty: 2516.844482
	Iteration 33Q: 3 clusters Score -207606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -207609.765625 Penalty: 2516.844482
	Iteration 34Q: 3 clusters Score -207609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -207610.453125 Penalty: 2516.844482
	Iteration 35Q: 3 clusters Score -207610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207610.328125 Penalty: 2516.844482
	Iteration 36Q: 3 clusters Score -207610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207610.328125 Penalty: 2516.844482
	Iteration 37F: 3 clusters Score -207610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -689808.500000 Penalty: 1452.724487
	Iteration 0F: 2 clusters Score -689808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -684129.125000 Penalty: 2905.448975
	Iteration 0F: 3 clusters Score -684129.1 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -685919.625000 Penalty: 2905.448975
	Iteration 1F: 3 clusters Score -685919.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -686209.375000 Penalty: 2905.448975
	Iteration 2F: 3 clusters Score -686209.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -686420.750000 Penalty: 2905.448975
	Iteration 3F: 3 clusters Score -686420.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -686593.125000 Penalty: 2905.448975
	Iteration 4Q: 3 clusters Score -686593.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -686741.187500 Penalty: 2905.448975
	Iteration 5Q: 3 clusters Score -686741.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -686886.437500 Penalty: 2905.448975
	Iteration 6Q: 3 clusters Score -686886.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -687019.875000 Penalty: 2905.448975
	Iteration 7Q: 3 clusters Score -687019.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -687171.000000 Penalty: 2905.448975
	Iteration 8Q: 3 clusters Score -687171 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -687335.937500 Penalty: 2905.448975
	Iteration 9Q: 3 clusters Score -687335.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -687468.875000 Penalty: 2905.448975
	Iteration 10Q: 3 clusters Score -687468.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -687588.187500 Penalty: 2905.448975
	Iteration 11Q: 3 clusters Score -687588.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -687701.437500 Penalty: 2905.448975
	Iteration 12Q: 3 clusters Score -687701.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -687808.062500 Penalty: 2905.448975
	Iteration 13Q: 3 clusters Score -687808.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -687896.125000 Penalty: 2905.448975
	Iteration 14Q: 3 clusters Score -687896.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -687947.875000 Penalty: 2905.448975
	Iteration 15Q: 3 clusters Score -687947.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -687979.937500 Penalty: 2905.448975
	Iteration 16Q: 3 clusters Score -687979.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -688010.937500 Penalty: 2905.448975
	Iteration 17Q: 3 clusters Score -688010.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -688042.437500 Penalty: 2905.448975
	Iteration 18Q: 3 clusters Score -688042.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -688073.000000 Penalty: 2905.448975
	Iteration 19Q: 3 clusters Score -688073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -688100.437500 Penalty: 2905.448975
	Iteration 20F: 3 clusters Score -688100.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -688128.125000 Penalty: 2905.448975
	Iteration 21Q: 3 clusters Score -688128.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -688160.250000 Penalty: 2905.448975
	Iteration 22Q: 3 clusters Score -688160.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -688196.937500 Penalty: 2905.448975
	Iteration 23Q: 3 clusters Score -688196.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -688225.187500 Penalty: 2905.448975
	Iteration 24Q: 3 clusters Score -688225.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -688252.312500 Penalty: 2905.448975
	Iteration 25Q: 3 clusters Score -688252.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -688280.312500 Penalty: 2905.448975
	Iteration 26Q: 3 clusters Score -688280.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -688305.625000 Penalty: 2905.448975
	Iteration 27Q: 3 clusters Score -688305.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -688331.687500 Penalty: 2905.448975
	Iteration 28Q: 3 clusters Score -688331.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -688351.000000 Penalty: 2905.448975
	Iteration 29Q: 3 clusters Score -688351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -688367.125000 Penalty: 2905.448975
	Iteration 30Q: 3 clusters Score -688367.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -688377.500000 Penalty: 2905.448975
	Iteration 31Q: 3 clusters Score -688377.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -688387.375000 Penalty: 2905.448975
	Iteration 32Q: 3 clusters Score -688387.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -688392.437500 Penalty: 2905.448975
	Iteration 33Q: 3 clusters Score -688392.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -688395.875000 Penalty: 2905.448975
	Iteration 34Q: 3 clusters Score -688395.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -688399.937500 Penalty: 2905.448975
	Iteration 35Q: 3 clusters Score -688399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -688400.312500 Penalty: 2905.448975
	Iteration 36Q: 3 clusters Score -688400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -688403.000000 Penalty: 2905.448975
	Iteration 37Q: 3 clusters Score -688403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -688402.687500 Penalty: 2905.448975
	Iteration 38Q: 3 clusters Score -688402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -688402.937500 Penalty: 2905.448975
	Iteration 39Q: 3 clusters Score -688402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -688404.562500 Penalty: 2905.448975
	Iteration 40F: 3 clusters Score -688404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -688404.687500 Penalty: 2905.448975
	Iteration 41Q: 3 clusters Score -688404.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -688407.000000 Penalty: 2905.448975
	Iteration 42Q: 3 clusters Score -688407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -688409.937500 Penalty: 2905.448975
	Iteration 43Q: 3 clusters Score -688409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -688412.750000 Penalty: 2905.448975
	Iteration 44Q: 3 clusters Score -688412.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -688416.562500 Penalty: 2905.448975
	Iteration 45Q: 3 clusters Score -688416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -688417.875000 Penalty: 2905.448975
	Iteration 46Q: 3 clusters Score -688417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -688417.000000 Penalty: 2905.448975
	Iteration 47Q: 3 clusters Score -688417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -688417.750000 Penalty: 2905.448975
	Iteration 48Q: 3 clusters Score -688417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -688418.250000 Penalty: 2905.448975
	Iteration 49Q: 3 clusters Score -688418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -688417.750000 Penalty: 2905.448975
	Iteration 50Q: 3 clusters Score -688417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -688417.750000 Penalty: 2905.448975
	Iteration 51F: 3 clusters Score -688417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Entering Unmasked Estep 
Score: -4539790.000000 Penalty: 1752.502075
	Iteration 0F: 2 clusters Score -4539790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -4513716.500000 Penalty: 3505.004150
	Iteration 0F: 3 clusters Score -4513716 nChanged 22654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4526406.000000 Penalty: 3505.004150
	Iteration 1F: 3 clusters Score -4526406 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4526912.000000 Penalty: 3505.004150
	Iteration 2Q: 3 clusters Score -4526912 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4527522.500000 Penalty: 3505.004150
	Iteration 3Q: 3 clusters Score -4527522 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4528235.000000 Penalty: 3505.004150
	Iteration 4Q: 3 clusters Score -4528235 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4529383.000000 Penalty: 3505.004150
	Iteration 5Q: 3 clusters Score -4529383 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -4531102.500000 Penalty: 3505.004150
	Iteration 6F: 3 clusters Score -4531102 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -4532976.000000 Penalty: 3505.004150
	Iteration 7F: 3 clusters Score -4532976 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -4534608.000000 Penalty: 3505.004150
	Iteration 8F: 3 clusters Score -4534608 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -4535942.000000 Penalty: 3505.004150
	Iteration 9F: 3 clusters Score -4535942 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -4536941.500000 Penalty: 3505.004150
	Iteration 10Q: 3 clusters Score -4536942 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -4537535.500000 Penalty: 3505.004150
	Iteration 11Q: 3 clusters Score -4537536 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -4537844.000000 Penalty: 3505.004150
	Iteration 12Q: 3 clusters Score -4537844 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -4538068.000000 Penalty: 3505.004150
	Iteration 13Q: 3 clusters Score -4538068 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -4538142.500000 Penalty: 3505.004150
	Iteration 14Q: 3 clusters Score -4538142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -4538188.500000 Penalty: 3505.004150
	Iteration 15Q: 3 clusters Score -4538188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -4538227.500000 Penalty: 3505.004150
	Iteration 16Q: 3 clusters Score -4538228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -4538246.000000 Penalty: 3505.004150
	Iteration 17Q: 3 clusters Score -4538246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -4538262.500000 Penalty: 3505.004150
	Iteration 18Q: 3 clusters Score -4538262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -4538273.000000 Penalty: 3505.004150
	Iteration 19Q: 3 clusters Score -4538273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -4538287.000000 Penalty: 3505.004150
	Iteration 20F: 3 clusters Score -4538287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -4538292.500000 Penalty: 3505.004150
	Iteration 21Q: 3 clusters Score -4538292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -4538299.000000 Penalty: 3505.004150
	Iteration 22Q: 3 clusters Score -4538299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -4538298.000000 Penalty: 3505.004150
	Iteration 23Q: 3 clusters Score -4538298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -4538302.000000 Penalty: 3505.004150
	Iteration 24Q: 3 clusters Score -4538302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -4538310.500000 Penalty: 3505.004150
	Iteration 25Q: 3 clusters Score -4538310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -4538311.500000 Penalty: 3505.004150
	Iteration 26Q: 3 clusters Score -4538312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -4538306.500000 Penalty: 3505.004150
	Iteration 27Q: 3 clusters Score -4538306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -4538309.500000 Penalty: 3505.004150
	Iteration 28Q: 3 clusters Score -4538310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -4538313.000000 Penalty: 3505.004150
	Iteration 29Q: 3 clusters Score -4538313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -4538315.000000 Penalty: 3505.004150
	Iteration 30Q: 3 clusters Score -4538315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -4538319.500000 Penalty: 3505.004150
	Iteration 31Q: 3 clusters Score -4538320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -4538323.500000 Penalty: 3505.004150
	Iteration 32Q: 3 clusters Score -4538324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -4538328.000000 Penalty: 3505.004150
	Iteration 33Q: 3 clusters Score -4538328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -4538332.500000 Penalty: 3505.004150
	Iteration 34Q: 3 clusters Score -4538332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -4538334.000000 Penalty: 3505.004150
	Iteration 35Q: 3 clusters Score -4538334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -4538334.000000 Penalty: 3505.004150
	Iteration 36F: 3 clusters Score -4538334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Entering Unmasked Estep 
Score: -2022834.000000 Penalty: 1633.021240
	Iteration 0F: 2 clusters Score -2022834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2007075.250000 Penalty: 3266.042480
	Iteration 0F: 3 clusters Score -2007075 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2012877.000000 Penalty: 3266.042480
	Iteration 1F: 3 clusters Score -2012877 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2013365.250000 Penalty: 3266.042480
	Iteration 2F: 3 clusters Score -2013365 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2013918.750000 Penalty: 3266.042480
	Iteration 3F: 3 clusters Score -2013919 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2014657.000000 Penalty: 3266.042480
	Iteration 4F: 3 clusters Score -2014657 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2015616.625000 Penalty: 3266.042480
	Iteration 5F: 3 clusters Score -2015617 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2016786.500000 Penalty: 3266.042480
	Iteration 6F: 3 clusters Score -2016786 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2018098.500000 Penalty: 3266.042480
	Iteration 7F: 3 clusters Score -2018098 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2019272.625000 Penalty: 3266.042480
	Iteration 8F: 3 clusters Score -2019273 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2020185.250000 Penalty: 3266.042480
	Iteration 9Q: 3 clusters Score -2020185 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2020814.000000 Penalty: 3266.042480
	Iteration 10Q: 3 clusters Score -2020814 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2021183.125000 Penalty: 3266.042480
	Iteration 11Q: 3 clusters Score -2021183 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2021406.250000 Penalty: 3266.042480
	Iteration 12Q: 3 clusters Score -2021406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2021553.125000 Penalty: 3266.042480
	Iteration 13Q: 3 clusters Score -2021553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2021636.875000 Penalty: 3266.042480
	Iteration 14Q: 3 clusters Score -2021637 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2021677.875000 Penalty: 3266.042480
	Iteration 15Q: 3 clusters Score -2021678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2021714.125000 Penalty: 3266.042480
	Iteration 16Q: 3 clusters Score -2021714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2021739.500000 Penalty: 3266.042480
	Iteration 17Q: 3 clusters Score -2021740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2021771.250000 Penalty: 3266.042480
	Iteration 18Q: 3 clusters Score -2021771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2021796.250000 Penalty: 3266.042480
	Iteration 19Q: 3 clusters Score -2021796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2021813.500000 Penalty: 3266.042480
	Iteration 20F: 3 clusters Score -2021814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2021834.500000 Penalty: 3266.042480
	Iteration 21Q: 3 clusters Score -2021834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2021852.875000 Penalty: 3266.042480
	Iteration 22Q: 3 clusters Score -2021853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2021870.500000 Penalty: 3266.042480
	Iteration 23Q: 3 clusters Score -2021870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2021881.250000 Penalty: 3266.042480
	Iteration 24Q: 3 clusters Score -2021881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2021892.375000 Penalty: 3266.042480
	Iteration 25Q: 3 clusters Score -2021892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2021898.250000 Penalty: 3266.042480
	Iteration 26Q: 3 clusters Score -2021898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2021897.000000 Penalty: 3266.042480
	Iteration 27Q: 3 clusters Score -2021897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2021904.125000 Penalty: 3266.042480
	Iteration 28Q: 3 clusters Score -2021904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2021907.375000 Penalty: 3266.042480
	Iteration 29Q: 3 clusters Score -2021907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2021909.750000 Penalty: 3266.042480
	Iteration 30Q: 3 clusters Score -2021910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2021909.750000 Penalty: 3266.042480
	Iteration 31F: 3 clusters Score -2021910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Entering Unmasked Estep 
Score: -4629506.500000 Penalty: 1749.618652
	Iteration 0F: 2 clusters Score -4629506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -4610262.000000 Penalty: 3499.237305
	Iteration 0F: 3 clusters Score -4610262 nChanged 22125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4622298.500000 Penalty: 3499.237305
	Iteration 1F: 3 clusters Score -4622298 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -4622829.500000 Penalty: 3499.237305
	Iteration 2Q: 3 clusters Score -4622830 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4623439.000000 Penalty: 3499.237305
	Iteration 3Q: 3 clusters Score -4623439 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4624114.500000 Penalty: 3499.237305
	Iteration 4Q: 3 clusters Score -4624114 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4624852.000000 Penalty: 3499.237305
	Iteration 5Q: 3 clusters Score -4624852 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4625851.000000 Penalty: 3499.237305
	Iteration 6Q: 3 clusters Score -4625851 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -4626833.000000 Penalty: 3499.237305
	Iteration 7Q: 3 clusters Score -4626833 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4627811.500000 Penalty: 3499.237305
	Iteration 8F: 3 clusters Score -4627812 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4628681.000000 Penalty: 3499.237305
	Iteration 9Q: 3 clusters Score -4628681 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4629251.000000 Penalty: 3499.237305
	Iteration 10Q: 3 clusters Score -4629251 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4629667.000000 Penalty: 3499.237305
	Iteration 11Q: 3 clusters Score -4629667 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4629902.500000 Penalty: 3499.237305
	Iteration 12Q: 3 clusters Score -4629902 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4630048.500000 Penalty: 3499.237305
	Iteration 13Q: 3 clusters Score -4630048 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -4630208.000000 Penalty: 3499.237305
	Iteration 14Q: 3 clusters Score -4630208 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -4630351.500000 Penalty: 3499.237305
	Iteration 15Q: 3 clusters Score -4630352 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -4630491.000000 Penalty: 3499.237305
	Iteration 16Q: 3 clusters Score -4630491 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4630612.500000 Penalty: 3499.237305
	Iteration 17Q: 3 clusters Score -4630612 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -4630741.500000 Penalty: 3499.237305
	Iteration 18Q: 3 clusters Score -4630742 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -4630897.000000 Penalty: 3499.237305
	Iteration 19Q: 3 clusters Score -4630897 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4631018.000000 Penalty: 3499.237305
	Iteration 20F: 3 clusters Score -4631018 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -4631183.500000 Penalty: 3499.237305
	Iteration 21Q: 3 clusters Score -4631184 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4631286.000000 Penalty: 3499.237305
	Iteration 22Q: 3 clusters Score -4631286 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4631364.000000 Penalty: 3499.237305
	Iteration 23Q: 3 clusters Score -4631364 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4631451.000000 Penalty: 3499.237305
	Iteration 24Q: 3 clusters Score -4631451 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -4631575.500000 Penalty: 3499.237305
	Iteration 25Q: 3 clusters Score -4631576 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4631698.000000 Penalty: 3499.237305
	Iteration 26Q: 3 clusters Score -4631698 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4631789.500000 Penalty: 3499.237305
	Iteration 27Q: 3 clusters Score -4631790 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4631861.500000 Penalty: 3499.237305
	Iteration 28Q: 3 clusters Score -4631862 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4631977.000000 Penalty: 3499.237305
	Iteration 29Q: 3 clusters Score -4631977 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4632095.500000 Penalty: 3499.237305
	Iteration 30Q: 3 clusters Score -4632096 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4632223.500000 Penalty: 3499.237305
	Iteration 31Q: 3 clusters Score -4632224 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4632379.500000 Penalty: 3499.237305
	Iteration 32Q: 3 clusters Score -4632380 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4632479.500000 Penalty: 3499.237305
	Iteration 33Q: 3 clusters Score -4632480 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4632588.000000 Penalty: 3499.237305
	Iteration 34Q: 3 clusters Score -4632588 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4632732.500000 Penalty: 3499.237305
	Iteration 35Q: 3 clusters Score -4632732 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4632884.500000 Penalty: 3499.237305
	Iteration 36Q: 3 clusters Score -4632884 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4633011.500000 Penalty: 3499.237305
	Iteration 37Q: 3 clusters Score -4633012 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -4633164.500000 Penalty: 3499.237305
	Iteration 38Q: 3 clusters Score -4633164 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -4633336.500000 Penalty: 3499.237305
	Iteration 39Q: 3 clusters Score -4633336 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4633508.000000 Penalty: 3499.237305
	Iteration 40F: 3 clusters Score -4633508 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4633697.500000 Penalty: 3499.237305
	Iteration 41Q: 3 clusters Score -4633698 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4633854.000000 Penalty: 3499.237305
	Iteration 42Q: 3 clusters Score -4633854 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -4634033.000000 Penalty: 3499.237305
	Iteration 43Q: 3 clusters Score -4634033 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4634221.000000 Penalty: 3499.237305
	Iteration 44Q: 3 clusters Score -4634221 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4634442.000000 Penalty: 3499.237305
	Iteration 45Q: 3 clusters Score -4634442 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4634635.500000 Penalty: 3499.237305
	Iteration 46Q: 3 clusters Score -4634636 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -4634711.500000 Penalty: 3499.237305
	Iteration 47Q: 3 clusters Score -4634712 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -4634646.500000 Penalty: 3499.237305
	Iteration 48Q: 3 clusters Score -4634646 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4634377.500000 Penalty: 3499.237305
	Iteration 49Q: 3 clusters Score -4634378 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4634097.500000 Penalty: 3499.237305
	Iteration 50Q: 3 clusters Score -4634098 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -4633711.500000 Penalty: 3499.237305
	Iteration 51Q: 3 clusters Score -4633712 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4633215.500000 Penalty: 3499.237305
	Iteration 52Q: 3 clusters Score -4633216 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4632753.000000 Penalty: 3499.237305
	Iteration 53Q: 3 clusters Score -4632753 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4632394.000000 Penalty: 3499.237305
	Iteration 54Q: 3 clusters Score -4632394 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4632091.000000 Penalty: 3499.237305
	Iteration 55Q: 3 clusters Score -4632091 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -4631900.000000 Penalty: 3499.237305
	Iteration 56Q: 3 clusters Score -4631900 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -4631731.000000 Penalty: 3499.237305
	Iteration 57Q: 3 clusters Score -4631731 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4631572.000000 Penalty: 3499.237305
	Iteration 58Q: 3 clusters Score -4631572 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -4631502.000000 Penalty: 3499.237305
	Iteration 59Q: 3 clusters Score -4631502 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -4631540.000000 Penalty: 3499.237305
	Iteration 60F: 3 clusters Score -4631540 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4631418.500000 Penalty: 3499.237305
	Iteration 61Q: 3 clusters Score -4631418 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4631294.500000 Penalty: 3499.237305
	Iteration 62Q: 3 clusters Score -4631294 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4631199.000000 Penalty: 3499.237305
	Iteration 63Q: 3 clusters Score -4631199 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4631127.500000 Penalty: 3499.237305
	Iteration 64Q: 3 clusters Score -4631128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4631039.500000 Penalty: 3499.237305
	Iteration 65Q: 3 clusters Score -4631040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -4630948.000000 Penalty: 3499.237305
	Iteration 66Q: 3 clusters Score -4630948 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4630873.500000 Penalty: 3499.237305
	Iteration 67Q: 3 clusters Score -4630874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4630836.500000 Penalty: 3499.237305
	Iteration 68Q: 3 clusters Score -4630836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4630786.500000 Penalty: 3499.237305
	Iteration 69Q: 3 clusters Score -4630786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -4630734.000000 Penalty: 3499.237305
	Iteration 70Q: 3 clusters Score -4630734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -4630687.500000 Penalty: 3499.237305
	Iteration 71Q: 3 clusters Score -4630688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4630674.500000 Penalty: 3499.237305
	Iteration 72Q: 3 clusters Score -4630674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4630647.000000 Penalty: 3499.237305
	Iteration 73Q: 3 clusters Score -4630647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4630611.500000 Penalty: 3499.237305
	Iteration 74Q: 3 clusters Score -4630612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -4630575.500000 Penalty: 3499.237305
	Iteration 75Q: 3 clusters Score -4630576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4630552.000000 Penalty: 3499.237305
	Iteration 76Q: 3 clusters Score -4630552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4630510.000000 Penalty: 3499.237305
	Iteration 77Q: 3 clusters Score -4630510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4630496.000000 Penalty: 3499.237305
	Iteration 78Q: 3 clusters Score -4630496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4630485.000000 Penalty: 3499.237305
	Iteration 79Q: 3 clusters Score -4630485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -4630465.500000 Penalty: 3499.237305
	Iteration 80F: 3 clusters Score -4630466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4630443.000000 Penalty: 3499.237305
	Iteration 81Q: 3 clusters Score -4630443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4630431.500000 Penalty: 3499.237305
	Iteration 82Q: 3 clusters Score -4630432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4630421.000000 Penalty: 3499.237305
	Iteration 83Q: 3 clusters Score -4630421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4630407.000000 Penalty: 3499.237305
	Iteration 84Q: 3 clusters Score -4630407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -4630376.000000 Penalty: 3499.237305
	Iteration 85Q: 3 clusters Score -4630376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4630364.500000 Penalty: 3499.237305
	Iteration 86Q: 3 clusters Score -4630364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4630353.500000 Penalty: 3499.237305
	Iteration 87Q: 3 clusters Score -4630354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4630335.000000 Penalty: 3499.237305
	Iteration 88Q: 3 clusters Score -4630335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4630312.500000 Penalty: 3499.237305
	Iteration 89Q: 3 clusters Score -4630312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4630298.500000 Penalty: 3499.237305
	Iteration 90Q: 3 clusters Score -4630298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4630278.500000 Penalty: 3499.237305
	Iteration 91Q: 3 clusters Score -4630278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4630266.500000 Penalty: 3499.237305
	Iteration 92Q: 3 clusters Score -4630266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4630253.500000 Penalty: 3499.237305
	Iteration 93Q: 3 clusters Score -4630254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4630232.000000 Penalty: 3499.237305
	Iteration 94Q: 3 clusters Score -4630232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4630221.000000 Penalty: 3499.237305
	Iteration 95Q: 3 clusters Score -4630221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -4630216.000000 Penalty: 3499.237305
	Iteration 96Q: 3 clusters Score -4630216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4630208.000000 Penalty: 3499.237305
	Iteration 97Q: 3 clusters Score -4630208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4630201.000000 Penalty: 3499.237305
	Iteration 98Q: 3 clusters Score -4630201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4630191.500000 Penalty: 3499.237305
	Iteration 99Q: 3 clusters Score -4630192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4630170.000000 Penalty: 3499.237305
	Iteration 100F: 3 clusters Score -4630170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4630163.500000 Penalty: 3499.237305
	Iteration 101Q: 3 clusters Score -4630164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4630150.000000 Penalty: 3499.237305
	Iteration 102Q: 3 clusters Score -4630150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4630138.000000 Penalty: 3499.237305
	Iteration 103Q: 3 clusters Score -4630138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4630144.000000 Penalty: 3499.237305
	Iteration 104Q: 3 clusters Score -4630144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4630132.500000 Penalty: 3499.237305
	Iteration 105Q: 3 clusters Score -4630132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4630129.500000 Penalty: 3499.237305
	Iteration 106Q: 3 clusters Score -4630130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4630128.500000 Penalty: 3499.237305
	Iteration 107Q: 3 clusters Score -4630128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4630126.500000 Penalty: 3499.237305
	Iteration 108Q: 3 clusters Score -4630126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4630113.500000 Penalty: 3499.237305
	Iteration 109Q: 3 clusters Score -4630114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -4630120.500000 Penalty: 3499.237305
	Iteration 110Q: 3 clusters Score -4630120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4630119.500000 Penalty: 3499.237305
	Iteration 111Q: 3 clusters Score -4630120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4630117.000000 Penalty: 3499.237305
	Iteration 112Q: 3 clusters Score -4630117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -4630113.500000 Penalty: 3499.237305
	Iteration 113Q: 3 clusters Score -4630114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4630118.000000 Penalty: 3499.237305
	Iteration 114Q: 3 clusters Score -4630118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4630120.000000 Penalty: 3499.237305
	Iteration 115Q: 3 clusters Score -4630120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4630112.000000 Penalty: 3499.237305
	Iteration 116Q: 3 clusters Score -4630112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4630119.000000 Penalty: 3499.237305
	Iteration 117Q: 3 clusters Score -4630119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4630119.000000 Penalty: 3499.237305
	Iteration 118F: 3 clusters Score -4630119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 22575 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16620 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 35512 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 42586 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 5434 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 34228 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1570 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38092 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 5938 members 
Mstep: Class 44 contains 5151 members 
Mstep: Class 45 contains 8032 members 
Mstep: Class 46 contains 4838 members 
Entering Unmasked Estep 
Score: -49772296.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49771328.000000 to -49772296.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 20 (38269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Entering Unmasked Estep 
Score: -3662186.750000 Penalty: 1714.764282
	Iteration 0F: 2 clusters Score -3662187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3637084.750000 Penalty: 3429.528564
	Iteration 0F: 3 clusters Score -3637085 nChanged 17835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3647149.750000 Penalty: 3429.528564
	Iteration 1F: 3 clusters Score -3647150 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3647634.500000 Penalty: 3429.528564
	Iteration 2Q: 3 clusters Score -3647634 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3648122.250000 Penalty: 3429.528564
	Iteration 3Q: 3 clusters Score -3648122 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3648749.000000 Penalty: 3429.528564
	Iteration 4Q: 3 clusters Score -3648749 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3649524.000000 Penalty: 3429.528564
	Iteration 5Q: 3 clusters Score -3649524 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3650409.000000 Penalty: 3429.528564
	Iteration 6F: 3 clusters Score -3650409 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3651483.250000 Penalty: 3429.528564
	Iteration 7F: 3 clusters Score -3651483 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3652678.250000 Penalty: 3429.528564
	Iteration 8F: 3 clusters Score -3652678 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3653815.500000 Penalty: 3429.528564
	Iteration 9F: 3 clusters Score -3653816 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3654701.500000 Penalty: 3429.528564
	Iteration 10Q: 3 clusters Score -3654702 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3655245.000000 Penalty: 3429.528564
	Iteration 11Q: 3 clusters Score -3655245 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3655566.000000 Penalty: 3429.528564
	Iteration 12Q: 3 clusters Score -3655566 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3655704.250000 Penalty: 3429.528564
	Iteration 13Q: 3 clusters Score -3655704 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3655772.500000 Penalty: 3429.528564
	Iteration 14Q: 3 clusters Score -3655772 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3655829.500000 Penalty: 3429.528564
	Iteration 15Q: 3 clusters Score -3655830 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3655879.000000 Penalty: 3429.528564
	Iteration 16Q: 3 clusters Score -3655879 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3655934.250000 Penalty: 3429.528564
	Iteration 17Q: 3 clusters Score -3655934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3655991.500000 Penalty: 3429.528564
	Iteration 18Q: 3 clusters Score -3655992 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3656060.250000 Penalty: 3429.528564
	Iteration 19Q: 3 clusters Score -3656060 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3656124.500000 Penalty: 3429.528564
	Iteration 20F: 3 clusters Score -3656124 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3656175.500000 Penalty: 3429.528564
	Iteration 21Q: 3 clusters Score -3656176 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3656238.750000 Penalty: 3429.528564
	Iteration 22Q: 3 clusters Score -3656239 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3656289.500000 Penalty: 3429.528564
	Iteration 23Q: 3 clusters Score -3656290 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3656365.250000 Penalty: 3429.528564
	Iteration 24Q: 3 clusters Score -3656365 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3656439.500000 Penalty: 3429.528564
	Iteration 25Q: 3 clusters Score -3656440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3656482.250000 Penalty: 3429.528564
	Iteration 26Q: 3 clusters Score -3656482 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3656565.500000 Penalty: 3429.528564
	Iteration 27Q: 3 clusters Score -3656566 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3656647.000000 Penalty: 3429.528564
	Iteration 28Q: 3 clusters Score -3656647 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3656737.750000 Penalty: 3429.528564
	Iteration 29Q: 3 clusters Score -3656738 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3656851.000000 Penalty: 3429.528564
	Iteration 30Q: 3 clusters Score -3656851 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3656957.000000 Penalty: 3429.528564
	Iteration 31Q: 3 clusters Score -3656957 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3657067.000000 Penalty: 3429.528564
	Iteration 32Q: 3 clusters Score -3657067 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3657123.250000 Penalty: 3429.528564
	Iteration 33Q: 3 clusters Score -3657123 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3657205.500000 Penalty: 3429.528564
	Iteration 34Q: 3 clusters Score -3657206 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3657273.250000 Penalty: 3429.528564
	Iteration 35Q: 3 clusters Score -3657273 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3657368.500000 Penalty: 3429.528564
	Iteration 36Q: 3 clusters Score -3657368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3657432.250000 Penalty: 3429.528564
	Iteration 37Q: 3 clusters Score -3657432 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3657521.500000 Penalty: 3429.528564
	Iteration 38Q: 3 clusters Score -3657522 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3657611.000000 Penalty: 3429.528564
	Iteration 39Q: 3 clusters Score -3657611 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3657662.750000 Penalty: 3429.528564
	Iteration 40F: 3 clusters Score -3657663 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3657767.250000 Penalty: 3429.528564
	Iteration 41Q: 3 clusters Score -3657767 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3657841.750000 Penalty: 3429.528564
	Iteration 42Q: 3 clusters Score -3657842 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3657976.000000 Penalty: 3429.528564
	Iteration 43Q: 3 clusters Score -3657976 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3658061.000000 Penalty: 3429.528564
	Iteration 44Q: 3 clusters Score -3658061 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3658136.500000 Penalty: 3429.528564
	Iteration 45Q: 3 clusters Score -3658136 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3658231.250000 Penalty: 3429.528564
	Iteration 46Q: 3 clusters Score -3658231 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3658340.500000 Penalty: 3429.528564
	Iteration 47Q: 3 clusters Score -3658340 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3658441.000000 Penalty: 3429.528564
	Iteration 48Q: 3 clusters Score -3658441 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3658554.000000 Penalty: 3429.528564
	Iteration 49Q: 3 clusters Score -3658554 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3658675.250000 Penalty: 3429.528564
	Iteration 50Q: 3 clusters Score -3658675 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3658804.000000 Penalty: 3429.528564
	Iteration 51Q: 3 clusters Score -3658804 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3658945.000000 Penalty: 3429.528564
	Iteration 52Q: 3 clusters Score -3658945 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3659089.500000 Penalty: 3429.528564
	Iteration 53Q: 3 clusters Score -3659090 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3659227.500000 Penalty: 3429.528564
	Iteration 54Q: 3 clusters Score -3659228 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3659521.250000 Penalty: 3429.528564
	Iteration 55Q: 3 clusters Score -3659521 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3659811.000000 Penalty: 3429.528564
	Iteration 56Q: 3 clusters Score -3659811 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3660121.000000 Penalty: 3429.528564
	Iteration 57Q: 3 clusters Score -3660121 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3660398.500000 Penalty: 3429.528564
	Iteration 58Q: 3 clusters Score -3660398 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3660612.750000 Penalty: 3429.528564
	Iteration 59Q: 3 clusters Score -3660613 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3660793.250000 Penalty: 3429.528564
	Iteration 60F: 3 clusters Score -3660793 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3660911.000000 Penalty: 3429.528564
	Iteration 61Q: 3 clusters Score -3660911 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3660998.250000 Penalty: 3429.528564
	Iteration 62Q: 3 clusters Score -3660998 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3661051.500000 Penalty: 3429.528564
	Iteration 63Q: 3 clusters Score -3661052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3661101.750000 Penalty: 3429.528564
	Iteration 64Q: 3 clusters Score -3661102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3661129.000000 Penalty: 3429.528564
	Iteration 65Q: 3 clusters Score -3661129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3661168.250000 Penalty: 3429.528564
	Iteration 66Q: 3 clusters Score -3661168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3661189.250000 Penalty: 3429.528564
	Iteration 67Q: 3 clusters Score -3661189 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3661206.750000 Penalty: 3429.528564
	Iteration 68Q: 3 clusters Score -3661207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3661211.000000 Penalty: 3429.528564
	Iteration 69Q: 3 clusters Score -3661211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3661225.750000 Penalty: 3429.528564
	Iteration 70Q: 3 clusters Score -3661226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3661229.000000 Penalty: 3429.528564
	Iteration 71Q: 3 clusters Score -3661229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3661235.500000 Penalty: 3429.528564
	Iteration 72Q: 3 clusters Score -3661236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3661234.000000 Penalty: 3429.528564
	Iteration 73Q: 3 clusters Score -3661234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3661234.000000 Penalty: 3429.528564
	Iteration 74Q: 3 clusters Score -3661234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3661244.750000 Penalty: 3429.528564
	Iteration 75Q: 3 clusters Score -3661245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3661239.000000 Penalty: 3429.528564
	Iteration 76Q: 3 clusters Score -3661239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3661238.000000 Penalty: 3429.528564
	Iteration 77Q: 3 clusters Score -3661238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3661243.750000 Penalty: 3429.528564
	Iteration 78Q: 3 clusters Score -3661244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3661240.250000 Penalty: 3429.528564
	Iteration 79Q: 3 clusters Score -3661240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3661238.250000 Penalty: 3429.528564
	Iteration 80F: 3 clusters Score -3661238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3661235.250000 Penalty: 3429.528564
	Iteration 81Q: 3 clusters Score -3661235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3661232.250000 Penalty: 3429.528564
	Iteration 82Q: 3 clusters Score -3661232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3661236.250000 Penalty: 3429.528564
	Iteration 83Q: 3 clusters Score -3661236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3661243.250000 Penalty: 3429.528564
	Iteration 84Q: 3 clusters Score -3661243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3661238.750000 Penalty: 3429.528564
	Iteration 85Q: 3 clusters Score -3661239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3661238.750000 Penalty: 3429.528564
	Iteration 86Q: 3 clusters Score -3661239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3661235.750000 Penalty: 3429.528564
	Iteration 87Q: 3 clusters Score -3661236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3661239.250000 Penalty: 3429.528564
	Iteration 88Q: 3 clusters Score -3661239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3661238.500000 Penalty: 3429.528564
	Iteration 89Q: 3 clusters Score -3661238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3661240.750000 Penalty: 3429.528564
	Iteration 90Q: 3 clusters Score -3661241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3661237.000000 Penalty: 3429.528564
	Iteration 91Q: 3 clusters Score -3661237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3661243.000000 Penalty: 3429.528564
	Iteration 92Q: 3 clusters Score -3661243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3661241.750000 Penalty: 3429.528564
	Iteration 93Q: 3 clusters Score -3661242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3661239.750000 Penalty: 3429.528564
	Iteration 94Q: 3 clusters Score -3661240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3661239.750000 Penalty: 3429.528564
	Iteration 95F: 3 clusters Score -3661240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -128750.390625 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -128750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -127015.023438 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -127015 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127335.023438 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -127335 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127396.210938 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -127396.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -127443.359375 Penalty: 2371.113770
	Iteration 3Q: 3 clusters Score -127443.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127473.375000 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -127473.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -127494.789062 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -127494.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127510.304688 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -127510.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -127519.718750 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -127519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -127529.523438 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -127529.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -127540.554688 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -127540.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -127548.132812 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -127548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -127552.921875 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -127552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127553.679688 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -127553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -127554.921875 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -127554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -127555.773438 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -127555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -127556.453125 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -127556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127557.476562 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -127557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127559.242188 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -127559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127562.125000 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -127562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -127565.757812 Penalty: 2371.113770
	Iteration 19Q: 3 clusters Score -127565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -127568.273438 Penalty: 2371.113770
	Iteration 20F: 3 clusters Score -127568.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -127569.742188 Penalty: 2371.113770
	Iteration 21Q: 3 clusters Score -127569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -127571.570312 Penalty: 2371.113770
	Iteration 22Q: 3 clusters Score -127571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127574.234375 Penalty: 2371.113770
	Iteration 23Q: 3 clusters Score -127574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -127576.703125 Penalty: 2371.113770
	Iteration 24Q: 3 clusters Score -127576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -127578.414062 Penalty: 2371.113770
	Iteration 25Q: 3 clusters Score -127578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127581.015625 Penalty: 2371.113770
	Iteration 26Q: 3 clusters Score -127581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127584.554688 Penalty: 2371.113770
	Iteration 27Q: 3 clusters Score -127584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -127585.500000 Penalty: 2371.113770
	Iteration 28Q: 3 clusters Score -127585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -127586.390625 Penalty: 2371.113770
	Iteration 29Q: 3 clusters Score -127586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -127588.242188 Penalty: 2371.113770
	Iteration 30Q: 3 clusters Score -127588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -127590.117188 Penalty: 2371.113770
	Iteration 31Q: 3 clusters Score -127590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -127592.312500 Penalty: 2371.113770
	Iteration 32Q: 3 clusters Score -127592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127600.367188 Penalty: 2371.113770
	Iteration 33Q: 3 clusters Score -127600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -127606.070312 Penalty: 2371.113770
	Iteration 34Q: 3 clusters Score -127606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127611.609375 Penalty: 2371.113770
	Iteration 35Q: 3 clusters Score -127611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127614.031250 Penalty: 2371.113770
	Iteration 36Q: 3 clusters Score -127614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -127616.804688 Penalty: 2371.113770
	Iteration 37Q: 3 clusters Score -127616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127618.187500 Penalty: 2371.113770
	Iteration 38Q: 3 clusters Score -127618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -127618.812500 Penalty: 2371.113770
	Iteration 39Q: 3 clusters Score -127618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -127619.859375 Penalty: 2371.113770
	Iteration 40F: 3 clusters Score -127619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -236135.421875 Penalty: 1275.261475
	Iteration 0F: 2 clusters Score -236135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -233702.796875 Penalty: 2550.522949
	Iteration 0F: 3 clusters Score -233702.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -234400.625000 Penalty: 2550.522949
	Iteration 1F: 3 clusters Score -234400.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -234636.531250 Penalty: 2550.522949
	Iteration 2F: 3 clusters Score -234636.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -234808.390625 Penalty: 2550.522949
	Iteration 3F: 3 clusters Score -234808.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -234955.171875 Penalty: 2550.522949
	Iteration 4F: 3 clusters Score -234955.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -235136.515625 Penalty: 2550.522949
	Iteration 5Q: 3 clusters Score -235136.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -235291.890625 Penalty: 2550.522949
	Iteration 6Q: 3 clusters Score -235291.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -235394.359375 Penalty: 2550.522949
	Iteration 7Q: 3 clusters Score -235394.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -235453.890625 Penalty: 2550.522949
	Iteration 8Q: 3 clusters Score -235453.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -235487.281250 Penalty: 2550.522949
	Iteration 9Q: 3 clusters Score -235487.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -235511.343750 Penalty: 2550.522949
	Iteration 10Q: 3 clusters Score -235511.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -235530.687500 Penalty: 2550.522949
	Iteration 11Q: 3 clusters Score -235530.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -235544.203125 Penalty: 2550.522949
	Iteration 12Q: 3 clusters Score -235544.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -235553.250000 Penalty: 2550.522949
	Iteration 13Q: 3 clusters Score -235553.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -235559.625000 Penalty: 2550.522949
	Iteration 14Q: 3 clusters Score -235559.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -235565.359375 Penalty: 2550.522949
	Iteration 15Q: 3 clusters Score -235565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -235570.562500 Penalty: 2550.522949
	Iteration 16Q: 3 clusters Score -235570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -235578.765625 Penalty: 2550.522949
	Iteration 17Q: 3 clusters Score -235578.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -235585.640625 Penalty: 2550.522949
	Iteration 18Q: 3 clusters Score -235585.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -235589.625000 Penalty: 2550.522949
	Iteration 19Q: 3 clusters Score -235589.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -235591.531250 Penalty: 2550.522949
	Iteration 20F: 3 clusters Score -235591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -235591.750000 Penalty: 2550.522949
	Iteration 21Q: 3 clusters Score -235591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -235592.171875 Penalty: 2550.522949
	Iteration 22Q: 3 clusters Score -235592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -235592.296875 Penalty: 2550.522949
	Iteration 23Q: 3 clusters Score -235592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -235592.843750 Penalty: 2550.522949
	Iteration 24Q: 3 clusters Score -235592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -235593.562500 Penalty: 2550.522949
	Iteration 25Q: 3 clusters Score -235593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -235594.515625 Penalty: 2550.522949
	Iteration 26Q: 3 clusters Score -235594.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -235594.953125 Penalty: 2550.522949
	Iteration 27Q: 3 clusters Score -235595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -235594.843750 Penalty: 2550.522949
	Iteration 28Q: 3 clusters Score -235594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -235594.843750 Penalty: 2550.522949
	Iteration 29F: 3 clusters Score -235594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Entering Unmasked Estep 
Score: -3765664.000000 Penalty: 1718.777954
	Iteration 0F: 2 clusters Score -3765664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3741924.750000 Penalty: 3437.555908
	Iteration 0F: 3 clusters Score -3741925 nChanged 18104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3752203.750000 Penalty: 3437.555908
	Iteration 1F: 3 clusters Score -3752204 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3752837.500000 Penalty: 3437.555908
	Iteration 2Q: 3 clusters Score -3752838 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3753522.500000 Penalty: 3437.555908
	Iteration 3Q: 3 clusters Score -3753522 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3754392.500000 Penalty: 3437.555908
	Iteration 4Q: 3 clusters Score -3754392 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3755550.500000 Penalty: 3437.555908
	Iteration 5F: 3 clusters Score -3755550 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3757072.250000 Penalty: 3437.555908
	Iteration 6F: 3 clusters Score -3757072 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3758979.000000 Penalty: 3437.555908
	Iteration 7F: 3 clusters Score -3758979 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3761077.500000 Penalty: 3437.555908
	Iteration 8F: 3 clusters Score -3761078 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3762405.250000 Penalty: 3437.555908
	Iteration 9F: 3 clusters Score -3762405 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3763053.000000 Penalty: 3437.555908
	Iteration 10Q: 3 clusters Score -3763053 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3763402.250000 Penalty: 3437.555908
	Iteration 11Q: 3 clusters Score -3763402 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3763649.500000 Penalty: 3437.555908
	Iteration 12Q: 3 clusters Score -3763650 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3763781.250000 Penalty: 3437.555908
	Iteration 13Q: 3 clusters Score -3763781 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3763868.250000 Penalty: 3437.555908
	Iteration 14Q: 3 clusters Score -3763868 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3763942.500000 Penalty: 3437.555908
	Iteration 15Q: 3 clusters Score -3763942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3763996.250000 Penalty: 3437.555908
	Iteration 16Q: 3 clusters Score -3763996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3764030.250000 Penalty: 3437.555908
	Iteration 17Q: 3 clusters Score -3764030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3764059.750000 Penalty: 3437.555908
	Iteration 18Q: 3 clusters Score -3764060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3764069.750000 Penalty: 3437.555908
	Iteration 19Q: 3 clusters Score -3764070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3764072.000000 Penalty: 3437.555908
	Iteration 20F: 3 clusters Score -3764072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3764090.250000 Penalty: 3437.555908
	Iteration 21Q: 3 clusters Score -3764090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3764109.500000 Penalty: 3437.555908
	Iteration 22Q: 3 clusters Score -3764110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3764140.000000 Penalty: 3437.555908
	Iteration 23Q: 3 clusters Score -3764140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3764151.500000 Penalty: 3437.555908
	Iteration 24Q: 3 clusters Score -3764152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3764152.750000 Penalty: 3437.555908
	Iteration 25Q: 3 clusters Score -3764153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3764150.500000 Penalty: 3437.555908
	Iteration 26Q: 3 clusters Score -3764150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3764157.500000 Penalty: 3437.555908
	Iteration 27Q: 3 clusters Score -3764158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3764172.750000 Penalty: 3437.555908
	Iteration 28Q: 3 clusters Score -3764173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3764179.250000 Penalty: 3437.555908
	Iteration 29Q: 3 clusters Score -3764179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3764183.250000 Penalty: 3437.555908
	Iteration 30Q: 3 clusters Score -3764183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3764183.750000 Penalty: 3437.555908
	Iteration 31Q: 3 clusters Score -3764184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3764186.250000 Penalty: 3437.555908
	Iteration 32Q: 3 clusters Score -3764186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3764186.750000 Penalty: 3437.555908
	Iteration 33Q: 3 clusters Score -3764187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3764185.250000 Penalty: 3437.555908
	Iteration 34Q: 3 clusters Score -3764185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3764202.250000 Penalty: 3437.555908
	Iteration 35Q: 3 clusters Score -3764202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3764215.250000 Penalty: 3437.555908
	Iteration 36Q: 3 clusters Score -3764215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3764228.000000 Penalty: 3437.555908
	Iteration 37Q: 3 clusters Score -3764228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3764237.250000 Penalty: 3437.555908
	Iteration 38Q: 3 clusters Score -3764237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3764238.250000 Penalty: 3437.555908
	Iteration 39Q: 3 clusters Score -3764238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3764249.250000 Penalty: 3437.555908
	Iteration 40F: 3 clusters Score -3764249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3764259.250000 Penalty: 3437.555908
	Iteration 41Q: 3 clusters Score -3764259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3764259.750000 Penalty: 3437.555908
	Iteration 42Q: 3 clusters Score -3764260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3764265.750000 Penalty: 3437.555908
	Iteration 43Q: 3 clusters Score -3764266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3764267.250000 Penalty: 3437.555908
	Iteration 44Q: 3 clusters Score -3764267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3764266.500000 Penalty: 3437.555908
	Iteration 45Q: 3 clusters Score -3764266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3764264.500000 Penalty: 3437.555908
	Iteration 46Q: 3 clusters Score -3764264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3764271.000000 Penalty: 3437.555908
	Iteration 47Q: 3 clusters Score -3764271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3764268.750000 Penalty: 3437.555908
	Iteration 48Q: 3 clusters Score -3764269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3764268.750000 Penalty: 3437.555908
	Iteration 49F: 3 clusters Score -3764269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -403355.343750 Penalty: 1361.301636
	Iteration 0F: 2 clusters Score -403355.3 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 2179 members 
Entering Unmasked Estep 
Score: -399822.781250 Penalty: 2722.603271
	Iteration 0F: 3 clusters Score -399822.8 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -400808.625000 Penalty: 2722.603271
	Iteration 1F: 3 clusters Score -400808.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -401020.343750 Penalty: 2722.603271
	Iteration 2F: 3 clusters Score -401020.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -401225.062500 Penalty: 2722.603271
	Iteration 3F: 3 clusters Score -401225.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -401391.500000 Penalty: 2722.603271
	Iteration 4F: 3 clusters Score -401391.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -401561.812500 Penalty: 2722.603271
	Iteration 5F: 3 clusters Score -401561.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -401718.000000 Penalty: 2722.603271
	Iteration 6Q: 3 clusters Score -401718 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -401827.687500 Penalty: 2722.603271
	Iteration 7Q: 3 clusters Score -401827.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -401920.468750 Penalty: 2722.603271
	Iteration 8Q: 3 clusters Score -401920.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -402008.812500 Penalty: 2722.603271
	Iteration 9Q: 3 clusters Score -402008.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -402073.500000 Penalty: 2722.603271
	Iteration 10Q: 3 clusters Score -402073.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -402142.781250 Penalty: 2722.603271
	Iteration 11Q: 3 clusters Score -402142.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -402189.343750 Penalty: 2722.603271
	Iteration 12Q: 3 clusters Score -402189.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -402222.062500 Penalty: 2722.603271
	Iteration 13Q: 3 clusters Score -402222.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -402252.281250 Penalty: 2722.603271
	Iteration 14Q: 3 clusters Score -402252.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -402287.718750 Penalty: 2722.603271
	Iteration 15Q: 3 clusters Score -402287.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -402322.187500 Penalty: 2722.603271
	Iteration 16Q: 3 clusters Score -402322.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -402351.593750 Penalty: 2722.603271
	Iteration 17Q: 3 clusters Score -402351.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -402386.250000 Penalty: 2722.603271
	Iteration 18Q: 3 clusters Score -402386.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -402415.750000 Penalty: 2722.603271
	Iteration 19Q: 3 clusters Score -402415.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -402442.093750 Penalty: 2722.603271
	Iteration 20F: 3 clusters Score -402442.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -402467.312500 Penalty: 2722.603271
	Iteration 21Q: 3 clusters Score -402467.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -402494.937500 Penalty: 2722.603271
	Iteration 22Q: 3 clusters Score -402494.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -402528.343750 Penalty: 2722.603271
	Iteration 23Q: 3 clusters Score -402528.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -402554.218750 Penalty: 2722.603271
	Iteration 24Q: 3 clusters Score -402554.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -402569.250000 Penalty: 2722.603271
	Iteration 25Q: 3 clusters Score -402569.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -402590.281250 Penalty: 2722.603271
	Iteration 26Q: 3 clusters Score -402590.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -402608.156250 Penalty: 2722.603271
	Iteration 27Q: 3 clusters Score -402608.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -402619.906250 Penalty: 2722.603271
	Iteration 28Q: 3 clusters Score -402619.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -402634.312500 Penalty: 2722.603271
	Iteration 29Q: 3 clusters Score -402634.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -402653.718750 Penalty: 2722.603271
	Iteration 30Q: 3 clusters Score -402653.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -402664.312500 Penalty: 2722.603271
	Iteration 31Q: 3 clusters Score -402664.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -402675.718750 Penalty: 2722.603271
	Iteration 32Q: 3 clusters Score -402675.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -402691.468750 Penalty: 2722.603271
	Iteration 33Q: 3 clusters Score -402691.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -402700.187500 Penalty: 2722.603271
	Iteration 34Q: 3 clusters Score -402700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -402705.937500 Penalty: 2722.603271
	Iteration 35Q: 3 clusters Score -402705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -402711.468750 Penalty: 2722.603271
	Iteration 36Q: 3 clusters Score -402711.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -402715.250000 Penalty: 2722.603271
	Iteration 37Q: 3 clusters Score -402715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -402716.343750 Penalty: 2722.603271
	Iteration 38Q: 3 clusters Score -402716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -402717.625000 Penalty: 2722.603271
	Iteration 39Q: 3 clusters Score -402717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -402717.500000 Penalty: 2722.603271
	Iteration 40F: 3 clusters Score -402717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -402718.375000 Penalty: 2722.603271
	Iteration 41Q: 3 clusters Score -402718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -402718.375000 Penalty: 2722.603271
	Iteration 42Q: 3 clusters Score -402718.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -402718.375000 Penalty: 2722.603271
	Iteration 43F: 3 clusters Score -402718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -126798.148438 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -126798.1 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 695 members 
Entering Unmasked Estep 
Score: -125092.359375 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -125092.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125481.007812 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -125481 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125683.335938 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -125683.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125824.992188 Penalty: 2350.638428
	Iteration 3F: 3 clusters Score -125825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125910.750000 Penalty: 2350.638428
	Iteration 4F: 3 clusters Score -125910.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126002.515625 Penalty: 2350.638428
	Iteration 5F: 3 clusters Score -126002.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126075.156250 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -126075.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126129.468750 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -126129.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126156.609375 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -126156.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126187.531250 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -126187.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -126206.414062 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -126206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -126216.531250 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -126216.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -126225.601562 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -126225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126229.882812 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -126229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -126231.632812 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -126231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -126233.289062 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -126233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -126234.250000 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -126234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126234.429688 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -126234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126234.429688 Penalty: 2350.638428
	Iteration 18F: 3 clusters Score -126234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -411824.625000 Penalty: 1366.958984
	Iteration 0F: 2 clusters Score -411824.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -408159.656250 Penalty: 2733.917969
	Iteration 0F: 3 clusters Score -408159.7 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -409271.843750 Penalty: 2733.917969
	Iteration 1F: 3 clusters Score -409271.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -409501.625000 Penalty: 2733.917969
	Iteration 2F: 3 clusters Score -409501.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -409674.687500 Penalty: 2733.917969
	Iteration 3F: 3 clusters Score -409674.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -409809.625000 Penalty: 2733.917969
	Iteration 4Q: 3 clusters Score -409809.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -409923.062500 Penalty: 2733.917969
	Iteration 5Q: 3 clusters Score -409923.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -410036.218750 Penalty: 2733.917969
	Iteration 6Q: 3 clusters Score -410036.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -410134.156250 Penalty: 2733.917969
	Iteration 7Q: 3 clusters Score -410134.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -410206.781250 Penalty: 2733.917969
	Iteration 8Q: 3 clusters Score -410206.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -410267.281250 Penalty: 2733.917969
	Iteration 9Q: 3 clusters Score -410267.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -410323.781250 Penalty: 2733.917969
	Iteration 10Q: 3 clusters Score -410323.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -410370.750000 Penalty: 2733.917969
	Iteration 11Q: 3 clusters Score -410370.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -410400.750000 Penalty: 2733.917969
	Iteration 12Q: 3 clusters Score -410400.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -410440.625000 Penalty: 2733.917969
	Iteration 13Q: 3 clusters Score -410440.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -410483.750000 Penalty: 2733.917969
	Iteration 14Q: 3 clusters Score -410483.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -410525.156250 Penalty: 2733.917969
	Iteration 15Q: 3 clusters Score -410525.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -410552.656250 Penalty: 2733.917969
	Iteration 16Q: 3 clusters Score -410552.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -410581.937500 Penalty: 2733.917969
	Iteration 17Q: 3 clusters Score -410581.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -410621.937500 Penalty: 2733.917969
	Iteration 18Q: 3 clusters Score -410621.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -410691.968750 Penalty: 2733.917969
	Iteration 19Q: 3 clusters Score -410692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -410762.531250 Penalty: 2733.917969
	Iteration 20F: 3 clusters Score -410762.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -410835.125000 Penalty: 2733.917969
	Iteration 21Q: 3 clusters Score -410835.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -410895.593750 Penalty: 2733.917969
	Iteration 22Q: 3 clusters Score -410895.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -410936.031250 Penalty: 2733.917969
	Iteration 23Q: 3 clusters Score -410936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -410969.250000 Penalty: 2733.917969
	Iteration 24Q: 3 clusters Score -410969.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -410992.218750 Penalty: 2733.917969
	Iteration 25Q: 3 clusters Score -410992.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -411011.281250 Penalty: 2733.917969
	Iteration 26Q: 3 clusters Score -411011.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -411026.937500 Penalty: 2733.917969
	Iteration 27Q: 3 clusters Score -411026.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -411039.562500 Penalty: 2733.917969
	Iteration 28Q: 3 clusters Score -411039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -411050.062500 Penalty: 2733.917969
	Iteration 29Q: 3 clusters Score -411050.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -411056.781250 Penalty: 2733.917969
	Iteration 30Q: 3 clusters Score -411056.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -411063.093750 Penalty: 2733.917969
	Iteration 31Q: 3 clusters Score -411063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -411067.937500 Penalty: 2733.917969
	Iteration 32Q: 3 clusters Score -411067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -411069.468750 Penalty: 2733.917969
	Iteration 33Q: 3 clusters Score -411069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -411070.343750 Penalty: 2733.917969
	Iteration 34Q: 3 clusters Score -411070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -411070.343750 Penalty: 2733.917969
	Iteration 35F: 3 clusters Score -411070.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40617.210938 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40617.21 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40773.941406 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40773.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40804.679688 Penalty: 2001.705933
	Iteration 2Q: 3 clusters Score -40804.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40814.710938 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40814.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40817.386719 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40817.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40824.515625 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40824.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40829.406250 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -40829.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40831.722656 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -40831.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40833.957031 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -40833.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40835.687500 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -40835.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40836.382812 Penalty: 2001.705933
	Iteration 10Q: 3 clusters Score -40836.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40836.382812 Penalty: 2001.705933
	Iteration 11F: 3 clusters Score -40836.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Entering Unmasked Estep 
Score: -520998.812500 Penalty: 1405.449951
	Iteration 0F: 2 clusters Score -520998.8 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 2874 members 
Entering Unmasked Estep 
Score: -516532.187500 Penalty: 2810.899902
	Iteration 0F: 3 clusters Score -516532.2 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -517757.343750 Penalty: 2810.899902
	Iteration 1F: 3 clusters Score -517757.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -517934.500000 Penalty: 2810.899902
	Iteration 2F: 3 clusters Score -517934.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -518067.531250 Penalty: 2810.899902
	Iteration 3F: 3 clusters Score -518067.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -518164.218750 Penalty: 2810.899902
	Iteration 4Q: 3 clusters Score -518164.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -518244.500000 Penalty: 2810.899902
	Iteration 5Q: 3 clusters Score -518244.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -518329.687500 Penalty: 2810.899902
	Iteration 6Q: 3 clusters Score -518329.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -518440.250000 Penalty: 2810.899902
	Iteration 7Q: 3 clusters Score -518440.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -518576.718750 Penalty: 2810.899902
	Iteration 8Q: 3 clusters Score -518576.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -518708.875000 Penalty: 2810.899902
	Iteration 9Q: 3 clusters Score -518708.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -518850.437500 Penalty: 2810.899902
	Iteration 10Q: 3 clusters Score -518850.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -519031.562500 Penalty: 2810.899902
	Iteration 11Q: 3 clusters Score -519031.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -519250.281250 Penalty: 2810.899902
	Iteration 12Q: 3 clusters Score -519250.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -519463.000000 Penalty: 2810.899902
	Iteration 13Q: 3 clusters Score -519463 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -519656.156250 Penalty: 2810.899902
	Iteration 14Q: 3 clusters Score -519656.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -519780.468750 Penalty: 2810.899902
	Iteration 15Q: 3 clusters Score -519780.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -519879.875000 Penalty: 2810.899902
	Iteration 16Q: 3 clusters Score -519879.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -519956.468750 Penalty: 2810.899902
	Iteration 17Q: 3 clusters Score -519956.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -520009.312500 Penalty: 2810.899902
	Iteration 18Q: 3 clusters Score -520009.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -520045.156250 Penalty: 2810.899902
	Iteration 19Q: 3 clusters Score -520045.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -520069.312500 Penalty: 2810.899902
	Iteration 20F: 3 clusters Score -520069.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -520093.781250 Penalty: 2810.899902
	Iteration 21Q: 3 clusters Score -520093.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -520116.031250 Penalty: 2810.899902
	Iteration 22Q: 3 clusters Score -520116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -520130.531250 Penalty: 2810.899902
	Iteration 23Q: 3 clusters Score -520130.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -520143.062500 Penalty: 2810.899902
	Iteration 24Q: 3 clusters Score -520143.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -520152.437500 Penalty: 2810.899902
	Iteration 25Q: 3 clusters Score -520152.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -520159.843750 Penalty: 2810.899902
	Iteration 26Q: 3 clusters Score -520159.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -520166.781250 Penalty: 2810.899902
	Iteration 27Q: 3 clusters Score -520166.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -520175.593750 Penalty: 2810.899902
	Iteration 28Q: 3 clusters Score -520175.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -520179.437500 Penalty: 2810.899902
	Iteration 29Q: 3 clusters Score -520179.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -520184.718750 Penalty: 2810.899902
	Iteration 30Q: 3 clusters Score -520184.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -520189.093750 Penalty: 2810.899902
	Iteration 31Q: 3 clusters Score -520189.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -520193.718750 Penalty: 2810.899902
	Iteration 32Q: 3 clusters Score -520193.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -520195.593750 Penalty: 2810.899902
	Iteration 33Q: 3 clusters Score -520195.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -520197.468750 Penalty: 2810.899902
	Iteration 34Q: 3 clusters Score -520197.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -520201.000000 Penalty: 2810.899902
	Iteration 35Q: 3 clusters Score -520201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -520202.187500 Penalty: 2810.899902
	Iteration 36Q: 3 clusters Score -520202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -520204.062500 Penalty: 2810.899902
	Iteration 37Q: 3 clusters Score -520204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -520204.562500 Penalty: 2810.899902
	Iteration 38Q: 3 clusters Score -520204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -520205.343750 Penalty: 2810.899902
	Iteration 39Q: 3 clusters Score -520205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -520205.906250 Penalty: 2810.899902
	Iteration 40F: 3 clusters Score -520205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -520206.687500 Penalty: 2810.899902
	Iteration 41Q: 3 clusters Score -520206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -520207.562500 Penalty: 2810.899902
	Iteration 42Q: 3 clusters Score -520207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -520208.562500 Penalty: 2810.899902
	Iteration 43Q: 3 clusters Score -520208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -520209.468750 Penalty: 2810.899902
	Iteration 44Q: 3 clusters Score -520209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -520209.843750 Penalty: 2810.899902
	Iteration 45Q: 3 clusters Score -520209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -520210.812500 Penalty: 2810.899902
	Iteration 46Q: 3 clusters Score -520210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -520212.250000 Penalty: 2810.899902
	Iteration 47Q: 3 clusters Score -520212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -520212.687500 Penalty: 2810.899902
	Iteration 48Q: 3 clusters Score -520212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -520213.343750 Penalty: 2810.899902
	Iteration 49Q: 3 clusters Score -520213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -520213.812500 Penalty: 2810.899902
	Iteration 50Q: 3 clusters Score -520213.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -520215.500000 Penalty: 2810.899902
	Iteration 51Q: 3 clusters Score -520215.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -520216.656250 Penalty: 2810.899902
	Iteration 52Q: 3 clusters Score -520216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -520218.687500 Penalty: 2810.899902
	Iteration 53Q: 3 clusters Score -520218.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -520218.906250 Penalty: 2810.899902
	Iteration 54Q: 3 clusters Score -520218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -520219.562500 Penalty: 2810.899902
	Iteration 55Q: 3 clusters Score -520219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -520219.250000 Penalty: 2810.899902
	Iteration 56Q: 3 clusters Score -520219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -520219.875000 Penalty: 2810.899902
	Iteration 57Q: 3 clusters Score -520219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -520220.218750 Penalty: 2810.899902
	Iteration 58Q: 3 clusters Score -520220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -520220.218750 Penalty: 2810.899902
	Iteration 59F: 3 clusters Score -520220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -400994.375000 Penalty: 1362.047607
	Iteration 0F: 2 clusters Score -400994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -397409.000000 Penalty: 2724.095215
	Iteration 0F: 3 clusters Score -397409 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -398580.531250 Penalty: 2724.095215
	Iteration 1F: 3 clusters Score -398580.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -398930.750000 Penalty: 2724.095215
	Iteration 2F: 3 clusters Score -398930.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -399254.125000 Penalty: 2724.095215
	Iteration 3F: 3 clusters Score -399254.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -399526.406250 Penalty: 2724.095215
	Iteration 4F: 3 clusters Score -399526.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -399697.218750 Penalty: 2724.095215
	Iteration 5F: 3 clusters Score -399697.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -399821.281250 Penalty: 2724.095215
	Iteration 6Q: 3 clusters Score -399821.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -399920.968750 Penalty: 2724.095215
	Iteration 7Q: 3 clusters Score -399921 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -400043.781250 Penalty: 2724.095215
	Iteration 8Q: 3 clusters Score -400043.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -400158.562500 Penalty: 2724.095215
	Iteration 9Q: 3 clusters Score -400158.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -400224.000000 Penalty: 2724.095215
	Iteration 10Q: 3 clusters Score -400224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -400268.843750 Penalty: 2724.095215
	Iteration 11Q: 3 clusters Score -400268.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -400294.437500 Penalty: 2724.095215
	Iteration 12Q: 3 clusters Score -400294.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -400316.000000 Penalty: 2724.095215
	Iteration 13Q: 3 clusters Score -400316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -400328.593750 Penalty: 2724.095215
	Iteration 14Q: 3 clusters Score -400328.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -400334.062500 Penalty: 2724.095215
	Iteration 15Q: 3 clusters Score -400334.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -400339.187500 Penalty: 2724.095215
	Iteration 16Q: 3 clusters Score -400339.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -400343.562500 Penalty: 2724.095215
	Iteration 17Q: 3 clusters Score -400343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -400346.406250 Penalty: 2724.095215
	Iteration 18Q: 3 clusters Score -400346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -400348.531250 Penalty: 2724.095215
	Iteration 19Q: 3 clusters Score -400348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -400349.750000 Penalty: 2724.095215
	Iteration 20F: 3 clusters Score -400349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -400350.531250 Penalty: 2724.095215
	Iteration 21Q: 3 clusters Score -400350.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -400351.781250 Penalty: 2724.095215
	Iteration 22Q: 3 clusters Score -400351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -400353.718750 Penalty: 2724.095215
	Iteration 23Q: 3 clusters Score -400353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -400353.343750 Penalty: 2724.095215
	Iteration 24Q: 3 clusters Score -400353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -400354.468750 Penalty: 2724.095215
	Iteration 25Q: 3 clusters Score -400354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -400354.625000 Penalty: 2724.095215
	Iteration 26Q: 3 clusters Score -400354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -400354.750000 Penalty: 2724.095215
	Iteration 27Q: 3 clusters Score -400354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -400354.812500 Penalty: 2724.095215
	Iteration 28Q: 3 clusters Score -400354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -400354.812500 Penalty: 2724.095215
	Iteration 29F: 3 clusters Score -400354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -511864.687500 Penalty: 1397.569946
	Iteration 0F: 2 clusters Score -511864.7 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 2713 members 
Entering Unmasked Estep 
Score: -507617.468750 Penalty: 2795.139893
	Iteration 0F: 3 clusters Score -507617.5 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -508808.375000 Penalty: 2795.139893
	Iteration 1F: 3 clusters Score -508808.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -508980.968750 Penalty: 2795.139893
	Iteration 2F: 3 clusters Score -508981 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -509083.781250 Penalty: 2795.139893
	Iteration 3Q: 3 clusters Score -509083.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -509158.031250 Penalty: 2795.139893
	Iteration 4Q: 3 clusters Score -509158 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -509209.250000 Penalty: 2795.139893
	Iteration 5Q: 3 clusters Score -509209.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -509256.750000 Penalty: 2795.139893
	Iteration 6Q: 3 clusters Score -509256.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -509305.312500 Penalty: 2795.139893
	Iteration 7Q: 3 clusters Score -509305.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -509348.500000 Penalty: 2795.139893
	Iteration 8Q: 3 clusters Score -509348.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -509388.843750 Penalty: 2795.139893
	Iteration 9Q: 3 clusters Score -509388.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -509427.125000 Penalty: 2795.139893
	Iteration 10Q: 3 clusters Score -509427.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -509479.968750 Penalty: 2795.139893
	Iteration 11Q: 3 clusters Score -509480 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -509549.781250 Penalty: 2795.139893
	Iteration 12Q: 3 clusters Score -509549.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -509626.906250 Penalty: 2795.139893
	Iteration 13Q: 3 clusters Score -509626.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -509715.937500 Penalty: 2795.139893
	Iteration 14Q: 3 clusters Score -509715.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -509819.343750 Penalty: 2795.139893
	Iteration 15Q: 3 clusters Score -509819.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -509928.281250 Penalty: 2795.139893
	Iteration 16Q: 3 clusters Score -509928.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -510038.843750 Penalty: 2795.139893
	Iteration 17Q: 3 clusters Score -510038.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -510143.281250 Penalty: 2795.139893
	Iteration 18Q: 3 clusters Score -510143.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -510220.687500 Penalty: 2795.139893
	Iteration 19Q: 3 clusters Score -510220.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -510282.031250 Penalty: 2795.139893
	Iteration 20F: 3 clusters Score -510282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -510340.031250 Penalty: 2795.139893
	Iteration 21Q: 3 clusters Score -510340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -510379.843750 Penalty: 2795.139893
	Iteration 22Q: 3 clusters Score -510379.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -510416.750000 Penalty: 2795.139893
	Iteration 23Q: 3 clusters Score -510416.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -510458.406250 Penalty: 2795.139893
	Iteration 24Q: 3 clusters Score -510458.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -510507.000000 Penalty: 2795.139893
	Iteration 25Q: 3 clusters Score -510507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -510554.062500 Penalty: 2795.139893
	Iteration 26Q: 3 clusters Score -510554.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -510583.718750 Penalty: 2795.139893
	Iteration 27Q: 3 clusters Score -510583.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -510604.375000 Penalty: 2795.139893
	Iteration 28Q: 3 clusters Score -510604.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -510621.250000 Penalty: 2795.139893
	Iteration 29Q: 3 clusters Score -510621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -510633.656250 Penalty: 2795.139893
	Iteration 30Q: 3 clusters Score -510633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -510639.687500 Penalty: 2795.139893
	Iteration 31Q: 3 clusters Score -510639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -510645.937500 Penalty: 2795.139893
	Iteration 32Q: 3 clusters Score -510645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -510649.343750 Penalty: 2795.139893
	Iteration 33Q: 3 clusters Score -510649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -510652.093750 Penalty: 2795.139893
	Iteration 34Q: 3 clusters Score -510652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -510654.656250 Penalty: 2795.139893
	Iteration 35Q: 3 clusters Score -510654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -510656.218750 Penalty: 2795.139893
	Iteration 36Q: 3 clusters Score -510656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -510657.437500 Penalty: 2795.139893
	Iteration 37Q: 3 clusters Score -510657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -510658.312500 Penalty: 2795.139893
	Iteration 38Q: 3 clusters Score -510658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -510658.687500 Penalty: 2795.139893
	Iteration 39Q: 3 clusters Score -510658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -510659.750000 Penalty: 2795.139893
	Iteration 40F: 3 clusters Score -510659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -510659.968750 Penalty: 2795.139893
	Iteration 41Q: 3 clusters Score -510660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -510661.562500 Penalty: 2795.139893
	Iteration 42Q: 3 clusters Score -510661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -510661.562500 Penalty: 2795.139893
	Iteration 43F: 3 clusters Score -510661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -189973.843750 Penalty: 1261.629028
	Iteration 0F: 2 clusters Score -189973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -187670.203125 Penalty: 2523.258057
	Iteration 0F: 3 clusters Score -187670.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -188367.375000 Penalty: 2523.258057
	Iteration 1F: 3 clusters Score -188367.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -188708.125000 Penalty: 2523.258057
	Iteration 2F: 3 clusters Score -188708.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -188986.687500 Penalty: 2523.258057
	Iteration 3F: 3 clusters Score -188986.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -189166.671875 Penalty: 2523.258057
	Iteration 4F: 3 clusters Score -189166.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -189324.453125 Penalty: 2523.258057
	Iteration 5Q: 3 clusters Score -189324.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -189449.593750 Penalty: 2523.258057
	Iteration 6Q: 3 clusters Score -189449.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189529.812500 Penalty: 2523.258057
	Iteration 7Q: 3 clusters Score -189529.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -189585.984375 Penalty: 2523.258057
	Iteration 8Q: 3 clusters Score -189586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -189616.718750 Penalty: 2523.258057
	Iteration 9Q: 3 clusters Score -189616.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -189641.859375 Penalty: 2523.258057
	Iteration 10Q: 3 clusters Score -189641.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -189668.234375 Penalty: 2523.258057
	Iteration 11Q: 3 clusters Score -189668.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -189680.000000 Penalty: 2523.258057
	Iteration 12Q: 3 clusters Score -189680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -189697.781250 Penalty: 2523.258057
	Iteration 13Q: 3 clusters Score -189697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -189707.500000 Penalty: 2523.258057
	Iteration 14Q: 3 clusters Score -189707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -189710.984375 Penalty: 2523.258057
	Iteration 15Q: 3 clusters Score -189711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -189714.750000 Penalty: 2523.258057
	Iteration 16Q: 3 clusters Score -189714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -189717.000000 Penalty: 2523.258057
	Iteration 17Q: 3 clusters Score -189717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -189719.515625 Penalty: 2523.258057
	Iteration 18Q: 3 clusters Score -189719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -189722.562500 Penalty: 2523.258057
	Iteration 19Q: 3 clusters Score -189722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -189723.156250 Penalty: 2523.258057
	Iteration 20F: 3 clusters Score -189723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -189723.281250 Penalty: 2523.258057
	Iteration 21Q: 3 clusters Score -189723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -189723.281250 Penalty: 2523.258057
	Iteration 22F: 3 clusters Score -189723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Entering Unmasked Estep 
Score: -4020228.500000 Penalty: 1725.672241
	Iteration 0F: 2 clusters Score -4020228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3998572.000000 Penalty: 3451.344482
	Iteration 0F: 3 clusters Score -3998572 nChanged 19172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4009563.250000 Penalty: 3451.344482
	Iteration 1F: 3 clusters Score -4009563 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4010186.500000 Penalty: 3451.344482
	Iteration 2Q: 3 clusters Score -4010186 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4010949.000000 Penalty: 3451.344482
	Iteration 3Q: 3 clusters Score -4010949 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -4011942.750000 Penalty: 3451.344482
	Iteration 4Q: 3 clusters Score -4011943 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -4013285.750000 Penalty: 3451.344482
	Iteration 5F: 3 clusters Score -4013286 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4015177.750000 Penalty: 3451.344482
	Iteration 6F: 3 clusters Score -4015178 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -4017360.000000 Penalty: 3451.344482
	Iteration 7F: 3 clusters Score -4017360 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -4018987.250000 Penalty: 3451.344482
	Iteration 8F: 3 clusters Score -4018987 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4019273.750000 Penalty: 3451.344482
	Iteration 9Q: 3 clusters Score -4019274 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -4019275.250000 Penalty: 3451.344482
	Iteration 10Q: 3 clusters Score -4019275 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -4019158.750000 Penalty: 3451.344482
	Iteration 11Q: 3 clusters Score -4019159 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -4019125.000000 Penalty: 3451.344482
	Iteration 12Q: 3 clusters Score -4019125 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -4019123.000000 Penalty: 3451.344482
	Iteration 13Q: 3 clusters Score -4019123 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -4019145.000000 Penalty: 3451.344482
	Iteration 14Q: 3 clusters Score -4019145 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -4019140.000000 Penalty: 3451.344482
	Iteration 15Q: 3 clusters Score -4019140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4019159.500000 Penalty: 3451.344482
	Iteration 16Q: 3 clusters Score -4019160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -4019169.250000 Penalty: 3451.344482
	Iteration 17Q: 3 clusters Score -4019169 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4019169.500000 Penalty: 3451.344482
	Iteration 18Q: 3 clusters Score -4019170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -4019161.000000 Penalty: 3451.344482
	Iteration 19Q: 3 clusters Score -4019161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -4019170.000000 Penalty: 3451.344482
	Iteration 20F: 3 clusters Score -4019170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4019171.500000 Penalty: 3451.344482
	Iteration 21Q: 3 clusters Score -4019172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4019173.750000 Penalty: 3451.344482
	Iteration 22Q: 3 clusters Score -4019174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -4019168.250000 Penalty: 3451.344482
	Iteration 23Q: 3 clusters Score -4019168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -4019163.250000 Penalty: 3451.344482
	Iteration 24Q: 3 clusters Score -4019163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -4019163.250000 Penalty: 3451.344482
	Iteration 25Q: 3 clusters Score -4019163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -4019164.750000 Penalty: 3451.344482
	Iteration 26Q: 3 clusters Score -4019165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -4019169.750000 Penalty: 3451.344482
	Iteration 27Q: 3 clusters Score -4019170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4019173.500000 Penalty: 3451.344482
	Iteration 28Q: 3 clusters Score -4019174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -4019164.250000 Penalty: 3451.344482
	Iteration 29Q: 3 clusters Score -4019164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -4019178.000000 Penalty: 3451.344482
	Iteration 30Q: 3 clusters Score -4019178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -4019184.500000 Penalty: 3451.344482
	Iteration 31Q: 3 clusters Score -4019184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -4019178.500000 Penalty: 3451.344482
	Iteration 32Q: 3 clusters Score -4019178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -4019179.000000 Penalty: 3451.344482
	Iteration 33Q: 3 clusters Score -4019179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -4019185.500000 Penalty: 3451.344482
	Iteration 34Q: 3 clusters Score -4019186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -4019188.250000 Penalty: 3451.344482
	Iteration 35Q: 3 clusters Score -4019188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -4019194.250000 Penalty: 3451.344482
	Iteration 36Q: 3 clusters Score -4019194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -4019191.750000 Penalty: 3451.344482
	Iteration 37Q: 3 clusters Score -4019192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -4019183.750000 Penalty: 3451.344482
	Iteration 38Q: 3 clusters Score -4019184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4019187.250000 Penalty: 3451.344482
	Iteration 39Q: 3 clusters Score -4019187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4019192.000000 Penalty: 3451.344482
	Iteration 40F: 3 clusters Score -4019192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -4019191.500000 Penalty: 3451.344482
	Iteration 41Q: 3 clusters Score -4019192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -4019189.000000 Penalty: 3451.344482
	Iteration 42Q: 3 clusters Score -4019189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -4019186.500000 Penalty: 3451.344482
	Iteration 43Q: 3 clusters Score -4019186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -4019186.500000 Penalty: 3451.344482
	Iteration 44F: 3 clusters Score -4019186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Entering Unmasked Estep 
Score: -436091.562500 Penalty: 1379.127808
	Iteration 0F: 2 clusters Score -436091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -432246.687500 Penalty: 2758.255615
	Iteration 0F: 3 clusters Score -432246.7 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -433336.968750 Penalty: 2758.255615
	Iteration 1F: 3 clusters Score -433337 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -433527.843750 Penalty: 2758.255615
	Iteration 2F: 3 clusters Score -433527.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -433675.656250 Penalty: 2758.255615
	Iteration 3F: 3 clusters Score -433675.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -433776.406250 Penalty: 2758.255615
	Iteration 4Q: 3 clusters Score -433776.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -433850.812500 Penalty: 2758.255615
	Iteration 5Q: 3 clusters Score -433850.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -433909.375000 Penalty: 2758.255615
	Iteration 6Q: 3 clusters Score -433909.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -433953.593750 Penalty: 2758.255615
	Iteration 7Q: 3 clusters Score -433953.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -433986.656250 Penalty: 2758.255615
	Iteration 8Q: 3 clusters Score -433986.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -434025.718750 Penalty: 2758.255615
	Iteration 9Q: 3 clusters Score -434025.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -434070.625000 Penalty: 2758.255615
	Iteration 10Q: 3 clusters Score -434070.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -434123.031250 Penalty: 2758.255615
	Iteration 11Q: 3 clusters Score -434123 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -434187.875000 Penalty: 2758.255615
	Iteration 12Q: 3 clusters Score -434187.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -434258.187500 Penalty: 2758.255615
	Iteration 13Q: 3 clusters Score -434258.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -434320.062500 Penalty: 2758.255615
	Iteration 14Q: 3 clusters Score -434320.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -434387.500000 Penalty: 2758.255615
	Iteration 15Q: 3 clusters Score -434387.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -434443.562500 Penalty: 2758.255615
	Iteration 16Q: 3 clusters Score -434443.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -434500.468750 Penalty: 2758.255615
	Iteration 17Q: 3 clusters Score -434500.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -434551.593750 Penalty: 2758.255615
	Iteration 18Q: 3 clusters Score -434551.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -434605.625000 Penalty: 2758.255615
	Iteration 19Q: 3 clusters Score -434605.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -434648.281250 Penalty: 2758.255615
	Iteration 20F: 3 clusters Score -434648.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -434687.250000 Penalty: 2758.255615
	Iteration 21Q: 3 clusters Score -434687.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -434722.500000 Penalty: 2758.255615
	Iteration 22Q: 3 clusters Score -434722.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -434761.250000 Penalty: 2758.255615
	Iteration 23Q: 3 clusters Score -434761.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -434795.781250 Penalty: 2758.255615
	Iteration 24Q: 3 clusters Score -434795.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -434824.843750 Penalty: 2758.255615
	Iteration 25Q: 3 clusters Score -434824.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -434847.906250 Penalty: 2758.255615
	Iteration 26Q: 3 clusters Score -434847.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -434863.343750 Penalty: 2758.255615
	Iteration 27Q: 3 clusters Score -434863.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -434874.437500 Penalty: 2758.255615
	Iteration 28Q: 3 clusters Score -434874.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -434884.062500 Penalty: 2758.255615
	Iteration 29Q: 3 clusters Score -434884.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -434890.968750 Penalty: 2758.255615
	Iteration 30Q: 3 clusters Score -434891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -434895.062500 Penalty: 2758.255615
	Iteration 31Q: 3 clusters Score -434895.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -434898.343750 Penalty: 2758.255615
	Iteration 32Q: 3 clusters Score -434898.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -434902.406250 Penalty: 2758.255615
	Iteration 33Q: 3 clusters Score -434902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -434903.437500 Penalty: 2758.255615
	Iteration 34Q: 3 clusters Score -434903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -434905.718750 Penalty: 2758.255615
	Iteration 35Q: 3 clusters Score -434905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -434907.062500 Penalty: 2758.255615
	Iteration 36Q: 3 clusters Score -434907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -434907.343750 Penalty: 2758.255615
	Iteration 37Q: 3 clusters Score -434907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -434908.312500 Penalty: 2758.255615
	Iteration 38Q: 3 clusters Score -434908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -434908.031250 Penalty: 2758.255615
	Iteration 39Q: 3 clusters Score -434908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -434908.062500 Penalty: 2758.255615
	Iteration 40F: 3 clusters Score -434908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -434908.531250 Penalty: 2758.255615
	Iteration 41Q: 3 clusters Score -434908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -434909.218750 Penalty: 2758.255615
	Iteration 42Q: 3 clusters Score -434909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -434909.062500 Penalty: 2758.255615
	Iteration 43Q: 3 clusters Score -434909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -434909.062500 Penalty: 2758.255615
	Iteration 44F: 3 clusters Score -434909.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -448430.750000 Penalty: 1381.884644
	Iteration 0F: 2 clusters Score -448430.8 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 2459 members 
Entering Unmasked Estep 
Score: -444491.718750 Penalty: 2763.769287
	Iteration 0F: 3 clusters Score -444491.7 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -445588.031250 Penalty: 2763.769287
	Iteration 1F: 3 clusters Score -445588 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -445759.187500 Penalty: 2763.769287
	Iteration 2F: 3 clusters Score -445759.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -445892.000000 Penalty: 2763.769287
	Iteration 3F: 3 clusters Score -445892 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -446004.937500 Penalty: 2763.769287
	Iteration 4Q: 3 clusters Score -446004.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -446124.500000 Penalty: 2763.769287
	Iteration 5Q: 3 clusters Score -446124.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -446233.218750 Penalty: 2763.769287
	Iteration 6Q: 3 clusters Score -446233.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -446336.125000 Penalty: 2763.769287
	Iteration 7Q: 3 clusters Score -446336.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -446429.718750 Penalty: 2763.769287
	Iteration 8Q: 3 clusters Score -446429.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -446548.000000 Penalty: 2763.769287
	Iteration 9Q: 3 clusters Score -446548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -446654.062500 Penalty: 2763.769287
	Iteration 10Q: 3 clusters Score -446654.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -446765.375000 Penalty: 2763.769287
	Iteration 11Q: 3 clusters Score -446765.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -446873.093750 Penalty: 2763.769287
	Iteration 12Q: 3 clusters Score -446873.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -446947.125000 Penalty: 2763.769287
	Iteration 13Q: 3 clusters Score -446947.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -446992.406250 Penalty: 2763.769287
	Iteration 14Q: 3 clusters Score -446992.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -447020.125000 Penalty: 2763.769287
	Iteration 15Q: 3 clusters Score -447020.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -447041.125000 Penalty: 2763.769287
	Iteration 16Q: 3 clusters Score -447041.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -447058.906250 Penalty: 2763.769287
	Iteration 17Q: 3 clusters Score -447058.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -447077.000000 Penalty: 2763.769287
	Iteration 18Q: 3 clusters Score -447077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -447090.406250 Penalty: 2763.769287
	Iteration 19Q: 3 clusters Score -447090.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -447104.968750 Penalty: 2763.769287
	Iteration 20F: 3 clusters Score -447105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -447117.843750 Penalty: 2763.769287
	Iteration 21Q: 3 clusters Score -447117.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -447134.500000 Penalty: 2763.769287
	Iteration 22Q: 3 clusters Score -447134.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -447158.812500 Penalty: 2763.769287
	Iteration 23Q: 3 clusters Score -447158.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -447184.093750 Penalty: 2763.769287
	Iteration 24Q: 3 clusters Score -447184.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -447218.437500 Penalty: 2763.769287
	Iteration 25Q: 3 clusters Score -447218.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -447254.312500 Penalty: 2763.769287
	Iteration 26Q: 3 clusters Score -447254.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -447276.812500 Penalty: 2763.769287
	Iteration 27Q: 3 clusters Score -447276.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -447289.156250 Penalty: 2763.769287
	Iteration 28Q: 3 clusters Score -447289.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -447294.843750 Penalty: 2763.769287
	Iteration 29Q: 3 clusters Score -447294.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -447300.250000 Penalty: 2763.769287
	Iteration 30Q: 3 clusters Score -447300.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -447304.562500 Penalty: 2763.769287
	Iteration 31Q: 3 clusters Score -447304.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -447307.281250 Penalty: 2763.769287
	Iteration 32Q: 3 clusters Score -447307.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -447310.718750 Penalty: 2763.769287
	Iteration 33Q: 3 clusters Score -447310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -447312.406250 Penalty: 2763.769287
	Iteration 34Q: 3 clusters Score -447312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -447314.093750 Penalty: 2763.769287
	Iteration 35Q: 3 clusters Score -447314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -447314.406250 Penalty: 2763.769287
	Iteration 36Q: 3 clusters Score -447314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -447314.843750 Penalty: 2763.769287
	Iteration 37Q: 3 clusters Score -447314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -447315.625000 Penalty: 2763.769287
	Iteration 38Q: 3 clusters Score -447315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -447315.093750 Penalty: 2763.769287
	Iteration 39Q: 3 clusters Score -447315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -447316.125000 Penalty: 2763.769287
	Iteration 40F: 3 clusters Score -447316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -447316.281250 Penalty: 2763.769287
	Iteration 41Q: 3 clusters Score -447316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -447316.281250 Penalty: 2763.769287
	Iteration 42F: 3 clusters Score -447316.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -117696.281250 Penalty: 1171.757935
	Iteration 0F: 2 clusters Score -117696.3 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 696 members 
Entering Unmasked Estep 
Score: -116038.054688 Penalty: 2343.515869
	Iteration 0F: 3 clusters Score -116038.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -116366.414062 Penalty: 2343.515869
	Iteration 1F: 3 clusters Score -116366.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -116492.703125 Penalty: 2343.515869
	Iteration 2F: 3 clusters Score -116492.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -116552.718750 Penalty: 2343.515869
	Iteration 3F: 3 clusters Score -116552.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -116591.828125 Penalty: 2343.515869
	Iteration 4Q: 3 clusters Score -116591.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -116629.343750 Penalty: 2343.515869
	Iteration 5Q: 3 clusters Score -116629.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -116668.343750 Penalty: 2343.515869
	Iteration 6Q: 3 clusters Score -116668.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -116717.664062 Penalty: 2343.515869
	Iteration 7Q: 3 clusters Score -116717.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -116753.515625 Penalty: 2343.515869
	Iteration 8Q: 3 clusters Score -116753.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -116774.273438 Penalty: 2343.515869
	Iteration 9Q: 3 clusters Score -116774.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -116801.070312 Penalty: 2343.515869
	Iteration 10Q: 3 clusters Score -116801.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -116822.140625 Penalty: 2343.515869
	Iteration 11Q: 3 clusters Score -116822.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -116831.664062 Penalty: 2343.515869
	Iteration 12Q: 3 clusters Score -116831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -116837.789062 Penalty: 2343.515869
	Iteration 13Q: 3 clusters Score -116837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -116843.414062 Penalty: 2343.515869
	Iteration 14Q: 3 clusters Score -116843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -116848.414062 Penalty: 2343.515869
	Iteration 15Q: 3 clusters Score -116848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -116851.765625 Penalty: 2343.515869
	Iteration 16Q: 3 clusters Score -116851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -116862.062500 Penalty: 2343.515869
	Iteration 17Q: 3 clusters Score -116862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -116870.156250 Penalty: 2343.515869
	Iteration 18Q: 3 clusters Score -116870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116880.664062 Penalty: 2343.515869
	Iteration 19Q: 3 clusters Score -116880.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -116889.585938 Penalty: 2343.515869
	Iteration 20F: 3 clusters Score -116889.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -116905.109375 Penalty: 2343.515869
	Iteration 21Q: 3 clusters Score -116905.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -116916.976562 Penalty: 2343.515869
	Iteration 22Q: 3 clusters Score -116917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -116923.343750 Penalty: 2343.515869
	Iteration 23Q: 3 clusters Score -116923.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -116933.140625 Penalty: 2343.515869
	Iteration 24Q: 3 clusters Score -116933.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116946.773438 Penalty: 2343.515869
	Iteration 25Q: 3 clusters Score -116946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -116959.851562 Penalty: 2343.515869
	Iteration 26Q: 3 clusters Score -116959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -116966.281250 Penalty: 2343.515869
	Iteration 27Q: 3 clusters Score -116966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -116970.523438 Penalty: 2343.515869
	Iteration 28Q: 3 clusters Score -116970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -116973.187500 Penalty: 2343.515869
	Iteration 29Q: 3 clusters Score -116973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -116973.703125 Penalty: 2343.515869
	Iteration 30Q: 3 clusters Score -116973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -116974.312500 Penalty: 2343.515869
	Iteration 31Q: 3 clusters Score -116974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -116975.109375 Penalty: 2343.515869
	Iteration 32Q: 3 clusters Score -116975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -116981.601562 Penalty: 2343.515869
	Iteration 33Q: 3 clusters Score -116981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -116986.992188 Penalty: 2343.515869
	Iteration 34Q: 3 clusters Score -116987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -116990.726562 Penalty: 2343.515869
	Iteration 35Q: 3 clusters Score -116990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -116991.273438 Penalty: 2343.515869
	Iteration 36Q: 3 clusters Score -116991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -116993.148438 Penalty: 2343.515869
	Iteration 37Q: 3 clusters Score -116993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -116993.148438 Penalty: 2343.515869
	Iteration 38F: 3 clusters Score -116993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (34228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Entering Unmasked Estep 
Score: -3361398.500000 Penalty: 1696.630005
	Iteration 0F: 2 clusters Score -3361398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3341006.250000 Penalty: 3393.260010
	Iteration 0F: 3 clusters Score -3341006 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3349922.250000 Penalty: 3393.260010
	Iteration 1F: 3 clusters Score -3349922 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3350413.250000 Penalty: 3393.260010
	Iteration 2Q: 3 clusters Score -3350413 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3350914.000000 Penalty: 3393.260010
	Iteration 3Q: 3 clusters Score -3350914 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3351525.750000 Penalty: 3393.260010
	Iteration 4Q: 3 clusters Score -3351526 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3352280.750000 Penalty: 3393.260010
	Iteration 5F: 3 clusters Score -3352281 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3353144.250000 Penalty: 3393.260010
	Iteration 6F: 3 clusters Score -3353144 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3354029.250000 Penalty: 3393.260010
	Iteration 7F: 3 clusters Score -3354029 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3354870.250000 Penalty: 3393.260010
	Iteration 8F: 3 clusters Score -3354870 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3355718.750000 Penalty: 3393.260010
	Iteration 9Q: 3 clusters Score -3355719 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3356487.750000 Penalty: 3393.260010
	Iteration 10Q: 3 clusters Score -3356488 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3357088.500000 Penalty: 3393.260010
	Iteration 11Q: 3 clusters Score -3357088 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3357589.750000 Penalty: 3393.260010
	Iteration 12Q: 3 clusters Score -3357590 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3358003.000000 Penalty: 3393.260010
	Iteration 13Q: 3 clusters Score -3358003 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3358283.000000 Penalty: 3393.260010
	Iteration 14Q: 3 clusters Score -3358283 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3358440.500000 Penalty: 3393.260010
	Iteration 15Q: 3 clusters Score -3358440 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3358563.500000 Penalty: 3393.260010
	Iteration 16Q: 3 clusters Score -3358564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3358620.750000 Penalty: 3393.260010
	Iteration 17Q: 3 clusters Score -3358621 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3358675.250000 Penalty: 3393.260010
	Iteration 18Q: 3 clusters Score -3358675 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3358683.250000 Penalty: 3393.260010
	Iteration 19Q: 3 clusters Score -3358683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3358712.750000 Penalty: 3393.260010
	Iteration 20F: 3 clusters Score -3358713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3358740.750000 Penalty: 3393.260010
	Iteration 21Q: 3 clusters Score -3358741 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3358763.250000 Penalty: 3393.260010
	Iteration 22Q: 3 clusters Score -3358763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3358780.500000 Penalty: 3393.260010
	Iteration 23Q: 3 clusters Score -3358780 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3358790.250000 Penalty: 3393.260010
	Iteration 24Q: 3 clusters Score -3358790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3358782.000000 Penalty: 3393.260010
	Iteration 25Q: 3 clusters Score -3358782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3358773.500000 Penalty: 3393.260010
	Iteration 26Q: 3 clusters Score -3358774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3358774.750000 Penalty: 3393.260010
	Iteration 27Q: 3 clusters Score -3358775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3358757.750000 Penalty: 3393.260010
	Iteration 28Q: 3 clusters Score -3358758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3358742.250000 Penalty: 3393.260010
	Iteration 29Q: 3 clusters Score -3358742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3358751.500000 Penalty: 3393.260010
	Iteration 30Q: 3 clusters Score -3358752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3358742.000000 Penalty: 3393.260010
	Iteration 31Q: 3 clusters Score -3358742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3358737.250000 Penalty: 3393.260010
	Iteration 32Q: 3 clusters Score -3358737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3358732.500000 Penalty: 3393.260010
	Iteration 33Q: 3 clusters Score -3358732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3358724.250000 Penalty: 3393.260010
	Iteration 34Q: 3 clusters Score -3358724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3358722.000000 Penalty: 3393.260010
	Iteration 35Q: 3 clusters Score -3358722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3358723.500000 Penalty: 3393.260010
	Iteration 36Q: 3 clusters Score -3358724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3358713.250000 Penalty: 3393.260010
	Iteration 37Q: 3 clusters Score -3358713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3358699.500000 Penalty: 3393.260010
	Iteration 38Q: 3 clusters Score -3358700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3358681.000000 Penalty: 3393.260010
	Iteration 39Q: 3 clusters Score -3358681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3358657.000000 Penalty: 3393.260010
	Iteration 40F: 3 clusters Score -3358657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3358649.750000 Penalty: 3393.260010
	Iteration 41Q: 3 clusters Score -3358650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3358642.000000 Penalty: 3393.260010
	Iteration 42Q: 3 clusters Score -3358642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3358640.250000 Penalty: 3393.260010
	Iteration 43Q: 3 clusters Score -3358640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3358643.500000 Penalty: 3393.260010
	Iteration 44Q: 3 clusters Score -3358644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3358637.000000 Penalty: 3393.260010
	Iteration 45Q: 3 clusters Score -3358637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3358633.750000 Penalty: 3393.260010
	Iteration 46Q: 3 clusters Score -3358634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3358636.750000 Penalty: 3393.260010
	Iteration 47Q: 3 clusters Score -3358637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3358634.250000 Penalty: 3393.260010
	Iteration 48Q: 3 clusters Score -3358634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3358634.250000 Penalty: 3393.260010
	Iteration 49F: 3 clusters Score -3358634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -342522.468750 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -342522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -339324.843750 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -339324.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -340285.500000 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -340285.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -340613.875000 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -340613.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -340870.968750 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -340871 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -341084.125000 Penalty: 2680.686768
	Iteration 4F: 3 clusters Score -341084.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -341231.718750 Penalty: 2680.686768
	Iteration 5F: 3 clusters Score -341231.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -341326.375000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -341326.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -341384.843750 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -341384.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -341419.937500 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -341419.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -341449.218750 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -341449.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -341485.843750 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -341485.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -341519.375000 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -341519.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -341557.812500 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -341557.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -341588.718750 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -341588.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -341625.312500 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -341625.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -341664.000000 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -341664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -341702.062500 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -341702.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -341741.781250 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -341741.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -341784.375000 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -341784.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -341822.250000 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -341822.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -341858.062500 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -341858.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -341892.656250 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -341892.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -341933.750000 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -341933.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -341974.406250 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -341974.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -342023.531250 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -342023.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -342075.562500 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -342075.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -342137.781250 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -342137.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -342177.812500 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -342177.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -342204.437500 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -342204.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -342229.968750 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -342230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -342248.187500 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -342248.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -342260.062500 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -342260.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -342268.968750 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -342269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -342273.000000 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -342273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -342276.375000 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -342276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -342279.156250 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -342279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -342279.593750 Penalty: 2680.686768
	Iteration 36Q: 3 clusters Score -342279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -342281.125000 Penalty: 2680.686768
	Iteration 37Q: 3 clusters Score -342281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -342281.125000 Penalty: 2680.686768
	Iteration 38F: 3 clusters Score -342281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60776.988281 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60776.99 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60941.843750 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -60941.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61020.265625 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -61020.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61076.839844 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -61076.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61110.101562 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -61110.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61133.640625 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61133.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61181.785156 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61181.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61215.703125 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61215.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61247.757812 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61247.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61270.992188 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61270.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61295.800781 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61317.671875 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -61317.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61331.453125 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -61331.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61344.675781 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -61344.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61355.511719 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -61355.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61364.339844 Penalty: 2119.201904
	Iteration 15Q: 3 clusters Score -61364.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61367.183594 Penalty: 2119.201904
	Iteration 16Q: 3 clusters Score -61367.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61367.183594 Penalty: 2119.201904
	Iteration 17F: 3 clusters Score -61367.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -124770.554688 Penalty: 1195.810059
	Iteration 0F: 2 clusters Score -124770.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122955.859375 Penalty: 2391.620117
	Iteration 0F: 3 clusters Score -122955.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -123396.015625 Penalty: 2391.620117
	Iteration 1F: 3 clusters Score -123396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123527.164062 Penalty: 2391.620117
	Iteration 2F: 3 clusters Score -123527.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -123589.632812 Penalty: 2391.620117
	Iteration 3Q: 3 clusters Score -123589.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -123625.109375 Penalty: 2391.620117
	Iteration 4Q: 3 clusters Score -123625.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -123669.765625 Penalty: 2391.620117
	Iteration 5Q: 3 clusters Score -123669.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -123712.882812 Penalty: 2391.620117
	Iteration 6Q: 3 clusters Score -123712.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -123749.328125 Penalty: 2391.620117
	Iteration 7Q: 3 clusters Score -123749.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123776.750000 Penalty: 2391.620117
	Iteration 8Q: 3 clusters Score -123776.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -123806.875000 Penalty: 2391.620117
	Iteration 9Q: 3 clusters Score -123806.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -123842.507812 Penalty: 2391.620117
	Iteration 10Q: 3 clusters Score -123842.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -123860.242188 Penalty: 2391.620117
	Iteration 11Q: 3 clusters Score -123860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -123865.718750 Penalty: 2391.620117
	Iteration 12Q: 3 clusters Score -123865.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -123871.851562 Penalty: 2391.620117
	Iteration 13Q: 3 clusters Score -123871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -123876.765625 Penalty: 2391.620117
	Iteration 14Q: 3 clusters Score -123876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -123881.781250 Penalty: 2391.620117
	Iteration 15Q: 3 clusters Score -123881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -123891.203125 Penalty: 2391.620117
	Iteration 16Q: 3 clusters Score -123891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -123899.515625 Penalty: 2391.620117
	Iteration 17Q: 3 clusters Score -123899.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -123908.781250 Penalty: 2391.620117
	Iteration 18Q: 3 clusters Score -123908.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -123918.687500 Penalty: 2391.620117
	Iteration 19Q: 3 clusters Score -123918.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -123932.226562 Penalty: 2391.620117
	Iteration 20F: 3 clusters Score -123932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -123943.953125 Penalty: 2391.620117
	Iteration 21Q: 3 clusters Score -123944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -123956.421875 Penalty: 2391.620117
	Iteration 22Q: 3 clusters Score -123956.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -123970.828125 Penalty: 2391.620117
	Iteration 23Q: 3 clusters Score -123970.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -123981.648438 Penalty: 2391.620117
	Iteration 24Q: 3 clusters Score -123981.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -123990.398438 Penalty: 2391.620117
	Iteration 25Q: 3 clusters Score -123990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -123996.562500 Penalty: 2391.620117
	Iteration 26Q: 3 clusters Score -123996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -123998.804688 Penalty: 2391.620117
	Iteration 27Q: 3 clusters Score -123998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -123999.875000 Penalty: 2391.620117
	Iteration 28Q: 3 clusters Score -123999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -124000.171875 Penalty: 2391.620117
	Iteration 29Q: 3 clusters Score -124000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -124000.476562 Penalty: 2391.620117
	Iteration 30Q: 3 clusters Score -124000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124001.953125 Penalty: 2391.620117
	Iteration 31Q: 3 clusters Score -124002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -124002.617188 Penalty: 2391.620117
	Iteration 32Q: 3 clusters Score -124002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -124004.742188 Penalty: 2391.620117
	Iteration 33Q: 3 clusters Score -124004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -124006.125000 Penalty: 2391.620117
	Iteration 34Q: 3 clusters Score -124006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -124010.304688 Penalty: 2391.620117
	Iteration 35Q: 3 clusters Score -124010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124021.648438 Penalty: 2391.620117
	Iteration 36Q: 3 clusters Score -124021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -124027.000000 Penalty: 2391.620117
	Iteration 37Q: 3 clusters Score -124027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -124031.304688 Penalty: 2391.620117
	Iteration 38Q: 3 clusters Score -124031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124037.070312 Penalty: 2391.620117
	Iteration 39Q: 3 clusters Score -124037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124038.945312 Penalty: 2391.620117
	Iteration 40F: 3 clusters Score -124038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124040.445312 Penalty: 2391.620117
	Iteration 41Q: 3 clusters Score -124040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124041.625000 Penalty: 2391.620117
	Iteration 42Q: 3 clusters Score -124041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -124041.687500 Penalty: 2391.620117
	Iteration 43Q: 3 clusters Score -124041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -124041.687500 Penalty: 2391.620117
	Iteration 44F: 3 clusters Score -124041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -140887.796875 Penalty: 1197.252686
	Iteration 0F: 2 clusters Score -140887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -139114.500000 Penalty: 2394.505371
	Iteration 0F: 3 clusters Score -139114.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -139549.171875 Penalty: 2394.505371
	Iteration 1F: 3 clusters Score -139549.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139771.859375 Penalty: 2394.505371
	Iteration 2F: 3 clusters Score -139771.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -139968.875000 Penalty: 2394.505371
	Iteration 3F: 3 clusters Score -139968.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -140135.093750 Penalty: 2394.505371
	Iteration 4F: 3 clusters Score -140135.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -140282.859375 Penalty: 2394.505371
	Iteration 5Q: 3 clusters Score -140282.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140389.234375 Penalty: 2394.505371
	Iteration 6Q: 3 clusters Score -140389.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140455.703125 Penalty: 2394.505371
	Iteration 7Q: 3 clusters Score -140455.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -140506.640625 Penalty: 2394.505371
	Iteration 8Q: 3 clusters Score -140506.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -140538.046875 Penalty: 2394.505371
	Iteration 9Q: 3 clusters Score -140538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -140564.046875 Penalty: 2394.505371
	Iteration 10Q: 3 clusters Score -140564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -140591.015625 Penalty: 2394.505371
	Iteration 11Q: 3 clusters Score -140591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140615.015625 Penalty: 2394.505371
	Iteration 12Q: 3 clusters Score -140615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -140639.640625 Penalty: 2394.505371
	Iteration 13Q: 3 clusters Score -140639.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140661.953125 Penalty: 2394.505371
	Iteration 14Q: 3 clusters Score -140662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -140673.750000 Penalty: 2394.505371
	Iteration 15Q: 3 clusters Score -140673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -140682.406250 Penalty: 2394.505371
	Iteration 16Q: 3 clusters Score -140682.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -140698.468750 Penalty: 2394.505371
	Iteration 17Q: 3 clusters Score -140698.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -140709.562500 Penalty: 2394.505371
	Iteration 18Q: 3 clusters Score -140709.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -140718.468750 Penalty: 2394.505371
	Iteration 19Q: 3 clusters Score -140718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -140731.390625 Penalty: 2394.505371
	Iteration 20F: 3 clusters Score -140731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -140737.937500 Penalty: 2394.505371
	Iteration 21Q: 3 clusters Score -140737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -140740.031250 Penalty: 2394.505371
	Iteration 22Q: 3 clusters Score -140740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -140742.281250 Penalty: 2394.505371
	Iteration 23Q: 3 clusters Score -140742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140745.281250 Penalty: 2394.505371
	Iteration 24Q: 3 clusters Score -140745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140747.093750 Penalty: 2394.505371
	Iteration 25Q: 3 clusters Score -140747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -140748.078125 Penalty: 2394.505371
	Iteration 26Q: 3 clusters Score -140748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -140748.078125 Penalty: 2394.505371
	Iteration 27F: 3 clusters Score -140748.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (38092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Entering Unmasked Estep 
Score: -3637182.000000 Penalty: 1714.010986
	Iteration 0F: 2 clusters Score -3637182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -3613061.500000 Penalty: 3428.021973
	Iteration 0F: 3 clusters Score -3613062 nChanged 17906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3623070.250000 Penalty: 3428.021973
	Iteration 1F: 3 clusters Score -3623070 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3623444.250000 Penalty: 3428.021973
	Iteration 2Q: 3 clusters Score -3623444 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3623781.750000 Penalty: 3428.021973
	Iteration 3Q: 3 clusters Score -3623782 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3624137.750000 Penalty: 3428.021973
	Iteration 4Q: 3 clusters Score -3624138 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3624564.750000 Penalty: 3428.021973
	Iteration 5Q: 3 clusters Score -3624565 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3625107.250000 Penalty: 3428.021973
	Iteration 6Q: 3 clusters Score -3625107 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3625833.750000 Penalty: 3428.021973
	Iteration 7Q: 3 clusters Score -3625834 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3626827.250000 Penalty: 3428.021973
	Iteration 8Q: 3 clusters Score -3626827 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3628077.500000 Penalty: 3428.021973
	Iteration 9Q: 3 clusters Score -3628078 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3629525.750000 Penalty: 3428.021973
	Iteration 10F: 3 clusters Score -3629526 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3630805.000000 Penalty: 3428.021973
	Iteration 11Q: 3 clusters Score -3630805 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3631580.000000 Penalty: 3428.021973
	Iteration 12Q: 3 clusters Score -3631580 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3632022.000000 Penalty: 3428.021973
	Iteration 13Q: 3 clusters Score -3632022 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3632334.000000 Penalty: 3428.021973
	Iteration 14Q: 3 clusters Score -3632334 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3632585.750000 Penalty: 3428.021973
	Iteration 15Q: 3 clusters Score -3632586 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3632839.250000 Penalty: 3428.021973
	Iteration 16Q: 3 clusters Score -3632839 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3633156.250000 Penalty: 3428.021973
	Iteration 17Q: 3 clusters Score -3633156 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3633514.500000 Penalty: 3428.021973
	Iteration 18Q: 3 clusters Score -3633514 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3633919.750000 Penalty: 3428.021973
	Iteration 19Q: 3 clusters Score -3633920 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3634299.500000 Penalty: 3428.021973
	Iteration 20F: 3 clusters Score -3634300 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3634523.750000 Penalty: 3428.021973
	Iteration 21Q: 3 clusters Score -3634524 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3634667.750000 Penalty: 3428.021973
	Iteration 22Q: 3 clusters Score -3634668 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3634746.500000 Penalty: 3428.021973
	Iteration 23Q: 3 clusters Score -3634746 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3634883.250000 Penalty: 3428.021973
	Iteration 24Q: 3 clusters Score -3634883 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3634981.500000 Penalty: 3428.021973
	Iteration 25Q: 3 clusters Score -3634982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3635063.000000 Penalty: 3428.021973
	Iteration 26Q: 3 clusters Score -3635063 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3635126.500000 Penalty: 3428.021973
	Iteration 27Q: 3 clusters Score -3635126 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3635196.250000 Penalty: 3428.021973
	Iteration 28Q: 3 clusters Score -3635196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3635271.750000 Penalty: 3428.021973
	Iteration 29Q: 3 clusters Score -3635272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3635328.000000 Penalty: 3428.021973
	Iteration 30Q: 3 clusters Score -3635328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3635380.750000 Penalty: 3428.021973
	Iteration 31Q: 3 clusters Score -3635381 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3635420.250000 Penalty: 3428.021973
	Iteration 32Q: 3 clusters Score -3635420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3635478.000000 Penalty: 3428.021973
	Iteration 33Q: 3 clusters Score -3635478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3635512.250000 Penalty: 3428.021973
	Iteration 34Q: 3 clusters Score -3635512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3635542.750000 Penalty: 3428.021973
	Iteration 35Q: 3 clusters Score -3635543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3635560.500000 Penalty: 3428.021973
	Iteration 36Q: 3 clusters Score -3635560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3635584.000000 Penalty: 3428.021973
	Iteration 37Q: 3 clusters Score -3635584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3635603.500000 Penalty: 3428.021973
	Iteration 38Q: 3 clusters Score -3635604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3635611.000000 Penalty: 3428.021973
	Iteration 39Q: 3 clusters Score -3635611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3635628.500000 Penalty: 3428.021973
	Iteration 40F: 3 clusters Score -3635628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3635633.500000 Penalty: 3428.021973
	Iteration 41Q: 3 clusters Score -3635634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3635636.750000 Penalty: 3428.021973
	Iteration 42Q: 3 clusters Score -3635637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3635652.750000 Penalty: 3428.021973
	Iteration 43Q: 3 clusters Score -3635653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3635658.000000 Penalty: 3428.021973
	Iteration 44Q: 3 clusters Score -3635658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3635664.500000 Penalty: 3428.021973
	Iteration 45Q: 3 clusters Score -3635664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3635667.500000 Penalty: 3428.021973
	Iteration 46Q: 3 clusters Score -3635668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3635676.250000 Penalty: 3428.021973
	Iteration 47Q: 3 clusters Score -3635676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3635685.000000 Penalty: 3428.021973
	Iteration 48Q: 3 clusters Score -3635685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3635688.250000 Penalty: 3428.021973
	Iteration 49Q: 3 clusters Score -3635688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3635689.000000 Penalty: 3428.021973
	Iteration 50Q: 3 clusters Score -3635689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3635697.500000 Penalty: 3428.021973
	Iteration 51Q: 3 clusters Score -3635698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3635696.000000 Penalty: 3428.021973
	Iteration 52Q: 3 clusters Score -3635696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3635698.250000 Penalty: 3428.021973
	Iteration 53Q: 3 clusters Score -3635698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3635704.000000 Penalty: 3428.021973
	Iteration 54Q: 3 clusters Score -3635704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3635707.000000 Penalty: 3428.021973
	Iteration 55Q: 3 clusters Score -3635707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3635706.500000 Penalty: 3428.021973
	Iteration 56Q: 3 clusters Score -3635706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3635708.250000 Penalty: 3428.021973
	Iteration 57Q: 3 clusters Score -3635708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3635709.000000 Penalty: 3428.021973
	Iteration 58Q: 3 clusters Score -3635709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3635720.500000 Penalty: 3428.021973
	Iteration 59Q: 3 clusters Score -3635720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3635723.250000 Penalty: 3428.021973
	Iteration 60F: 3 clusters Score -3635723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3635733.500000 Penalty: 3428.021973
	Iteration 61Q: 3 clusters Score -3635734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3635739.750000 Penalty: 3428.021973
	Iteration 62Q: 3 clusters Score -3635740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3635743.000000 Penalty: 3428.021973
	Iteration 63Q: 3 clusters Score -3635743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3635750.500000 Penalty: 3428.021973
	Iteration 64Q: 3 clusters Score -3635750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3635749.750000 Penalty: 3428.021973
	Iteration 65Q: 3 clusters Score -3635750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3635752.000000 Penalty: 3428.021973
	Iteration 66Q: 3 clusters Score -3635752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3635752.750000 Penalty: 3428.021973
	Iteration 67Q: 3 clusters Score -3635753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3635758.000000 Penalty: 3428.021973
	Iteration 68Q: 3 clusters Score -3635758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3635756.750000 Penalty: 3428.021973
	Iteration 69Q: 3 clusters Score -3635757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3635756.750000 Penalty: 3428.021973
	Iteration 70F: 3 clusters Score -3635757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -118006.960938 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -118007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -116270.601562 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -116270.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -116741.929688 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -116741.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -117009.093750 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -117009.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -117186.898438 Penalty: 2366.002686
	Iteration 3F: 3 clusters Score -117186.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -117327.593750 Penalty: 2366.002686
	Iteration 4F: 3 clusters Score -117327.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -117423.421875 Penalty: 2366.002686
	Iteration 5Q: 3 clusters Score -117423.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -117478.335938 Penalty: 2366.002686
	Iteration 6Q: 3 clusters Score -117478.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -117533.632812 Penalty: 2366.002686
	Iteration 7Q: 3 clusters Score -117533.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -117580.437500 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -117580.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -117616.765625 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -117616.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -117646.414062 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -117646.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -117665.976562 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -117666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -117688.015625 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -117688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -117714.929688 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -117714.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -117741.781250 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -117741.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -117756.515625 Penalty: 2366.002686
	Iteration 15Q: 3 clusters Score -117756.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -117776.046875 Penalty: 2366.002686
	Iteration 16Q: 3 clusters Score -117776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -117797.437500 Penalty: 2366.002686
	Iteration 17Q: 3 clusters Score -117797.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -117807.250000 Penalty: 2366.002686
	Iteration 18Q: 3 clusters Score -117807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -117811.421875 Penalty: 2366.002686
	Iteration 19Q: 3 clusters Score -117811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -117820.039062 Penalty: 2366.002686
	Iteration 20F: 3 clusters Score -117820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -117829.968750 Penalty: 2366.002686
	Iteration 21Q: 3 clusters Score -117830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -117834.484375 Penalty: 2366.002686
	Iteration 22Q: 3 clusters Score -117834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -117837.046875 Penalty: 2366.002686
	Iteration 23Q: 3 clusters Score -117837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -117840.585938 Penalty: 2366.002686
	Iteration 24Q: 3 clusters Score -117840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -117841.750000 Penalty: 2366.002686
	Iteration 25Q: 3 clusters Score -117841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -117842.164062 Penalty: 2366.002686
	Iteration 26Q: 3 clusters Score -117842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -117842.164062 Penalty: 2366.002686
	Iteration 27F: 3 clusters Score -117842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -570148.562500 Penalty: 1411.983276
	Iteration 0F: 2 clusters Score -570148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -565604.062500 Penalty: 2823.966553
	Iteration 0F: 3 clusters Score -565604.1 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -566886.625000 Penalty: 2823.966553
	Iteration 1F: 3 clusters Score -566886.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -567105.625000 Penalty: 2823.966553
	Iteration 2F: 3 clusters Score -567105.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -567234.062500 Penalty: 2823.966553
	Iteration 3F: 3 clusters Score -567234.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -567345.625000 Penalty: 2823.966553
	Iteration 4Q: 3 clusters Score -567345.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -567438.750000 Penalty: 2823.966553
	Iteration 5Q: 3 clusters Score -567438.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -567520.812500 Penalty: 2823.966553
	Iteration 6Q: 3 clusters Score -567520.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -567595.500000 Penalty: 2823.966553
	Iteration 7Q: 3 clusters Score -567595.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -567671.500000 Penalty: 2823.966553
	Iteration 8Q: 3 clusters Score -567671.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -567774.312500 Penalty: 2823.966553
	Iteration 9Q: 3 clusters Score -567774.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -567888.312500 Penalty: 2823.966553
	Iteration 10Q: 3 clusters Score -567888.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -568004.812500 Penalty: 2823.966553
	Iteration 11Q: 3 clusters Score -568004.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -568120.187500 Penalty: 2823.966553
	Iteration 12Q: 3 clusters Score -568120.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -568252.750000 Penalty: 2823.966553
	Iteration 13Q: 3 clusters Score -568252.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -568398.437500 Penalty: 2823.966553
	Iteration 14Q: 3 clusters Score -568398.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -568546.750000 Penalty: 2823.966553
	Iteration 15Q: 3 clusters Score -568546.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -568688.562500 Penalty: 2823.966553
	Iteration 16Q: 3 clusters Score -568688.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -568783.312500 Penalty: 2823.966553
	Iteration 17Q: 3 clusters Score -568783.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -568858.062500 Penalty: 2823.966553
	Iteration 18Q: 3 clusters Score -568858.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -568899.875000 Penalty: 2823.966553
	Iteration 19Q: 3 clusters Score -568899.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -568922.562500 Penalty: 2823.966553
	Iteration 20F: 3 clusters Score -568922.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -568936.625000 Penalty: 2823.966553
	Iteration 21Q: 3 clusters Score -568936.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -568945.000000 Penalty: 2823.966553
	Iteration 22Q: 3 clusters Score -568945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -568954.500000 Penalty: 2823.966553
	Iteration 23Q: 3 clusters Score -568954.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -568964.687500 Penalty: 2823.966553
	Iteration 24Q: 3 clusters Score -568964.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -568969.500000 Penalty: 2823.966553
	Iteration 25Q: 3 clusters Score -568969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -568973.250000 Penalty: 2823.966553
	Iteration 26Q: 3 clusters Score -568973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -568975.437500 Penalty: 2823.966553
	Iteration 27Q: 3 clusters Score -568975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -568978.125000 Penalty: 2823.966553
	Iteration 28Q: 3 clusters Score -568978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -568978.812500 Penalty: 2823.966553
	Iteration 29Q: 3 clusters Score -568978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -568978.937500 Penalty: 2823.966553
	Iteration 30Q: 3 clusters Score -568978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -568979.625000 Penalty: 2823.966553
	Iteration 31Q: 3 clusters Score -568979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -568979.000000 Penalty: 2823.966553
	Iteration 32Q: 3 clusters Score -568979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -568978.562500 Penalty: 2823.966553
	Iteration 33Q: 3 clusters Score -568978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -568979.500000 Penalty: 2823.966553
	Iteration 34Q: 3 clusters Score -568979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -568980.437500 Penalty: 2823.966553
	Iteration 35Q: 3 clusters Score -568980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -568981.000000 Penalty: 2823.966553
	Iteration 36Q: 3 clusters Score -568981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -568980.312500 Penalty: 2823.966553
	Iteration 37Q: 3 clusters Score -568980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -568980.312500 Penalty: 2823.966553
	Iteration 38F: 3 clusters Score -568980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 22575 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16620 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 35512 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 42586 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 5434 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 34228 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1570 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38092 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773604.000000 Penalty: 98713.132812
Iteration 159Q: 47 clusters Score -4.97736e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 6860 members 
Mstep: Class 4 contains 29957 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 22614 members 
Mstep: Class 7 contains 19946 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16660 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 36645 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 7571 members 
Mstep: Class 17 contains 48282 members 
Mstep: Class 18 contains 23243 members 
Mstep: Class 19 contains 42256 members 
Mstep: Class 20 contains 38318 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4505 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4456 members 
Mstep: Class 30 contains 5447 members 
Mstep: Class 31 contains 2361 members 
Mstep: Class 32 contains 41011 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4935 members 
Mstep: Class 35 contains 1363 members 
Mstep: Class 36 contains 33395 members 
Mstep: Class 37 contains 3838 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 1585 members 
Mstep: Class 41 contains 38329 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 5707 members 
Mstep: Class 44 contains 5005 members 
Mstep: Class 45 contains 7914 members 
Mstep: Class 46 contains 4672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775676.000000 Penalty: 98713.132812
Iteration 160F: 47 clusters Score -4.977568e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 6852 members 
Mstep: Class 4 contains 29859 members 
Mstep: Class 5 contains 7433 members 
Mstep: Class 6 contains 22566 members 
Mstep: Class 7 contains 19931 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16575 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 38401 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 17 contains 48312 members 
Mstep: Class 18 contains 23126 members 
Mstep: Class 19 contains 42179 members 
Mstep: Class 20 contains 38229 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 5451 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 40972 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 4931 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 31807 members 
Mstep: Class 37 contains 3794 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 1584 members 
Mstep: Class 41 contains 38326 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 5449 members 
Mstep: Class 44 contains 5060 members 
Mstep: Class 45 contains 8392 members 
Mstep: Class 46 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776360.000000 Penalty: 98713.132812
Iteration 161Q: 47 clusters Score -4.977636e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6842 members 
Mstep: Class 4 contains 29819 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 22540 members 
Mstep: Class 7 contains 19915 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16526 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 40775 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 7433 members 
Mstep: Class 17 contains 48307 members 
Mstep: Class 18 contains 23122 members 
Mstep: Class 19 contains 42396 members 
Mstep: Class 20 contains 38159 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 39244 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4514 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5705 members 
Mstep: Class 29 contains 4440 members 
Mstep: Class 30 contains 5458 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 40942 members 
Mstep: Class 33 contains 4852 members 
Mstep: Class 34 contains 4933 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 29339 members 
Mstep: Class 37 contains 3764 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1582 members 
Mstep: Class 41 contains 38302 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 5238 members 
Mstep: Class 44 contains 5077 members 
Mstep: Class 45 contains 8602 members 
Mstep: Class 46 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774764.000000 Penalty: 98713.132812
Iteration 162Q: 47 clusters Score -4.977476e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6827 members 
Mstep: Class 4 contains 29788 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 22533 members 
Mstep: Class 7 contains 19902 members 
Mstep: Class 8 contains 2993 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16487 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 43225 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 17 contains 48397 members 
Mstep: Class 18 contains 23199 members 
Mstep: Class 19 contains 42784 members 
Mstep: Class 20 contains 38122 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 39247 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4519 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5700 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5471 members 
Mstep: Class 31 contains 2339 members 
Mstep: Class 32 contains 40933 members 
Mstep: Class 33 contains 4852 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 26354 members 
Mstep: Class 37 contains 3735 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38316 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 5069 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 8752 members 
Mstep: Class 46 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771524.000000 Penalty: 98713.132812
Iteration 163Q: 47 clusters Score -4.977152e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6812 members 
Mstep: Class 4 contains 29760 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 22545 members 
Mstep: Class 7 contains 19890 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16459 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 7303 members 
Mstep: Class 17 contains 48554 members 
Mstep: Class 18 contains 23458 members 
Mstep: Class 19 contains 43256 members 
Mstep: Class 20 contains 38101 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 39236 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4522 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5695 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 40926 members 
Mstep: Class 33 contains 4852 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 24078 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1582 members 
Mstep: Class 41 contains 38306 members 
Mstep: Class 42 contains 1442 members 
Mstep: Class 43 contains 4963 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 8861 members 
Mstep: Class 46 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769364.000000 Penalty: 98713.132812
Iteration 164Q: 47 clusters Score -4.976936e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 29744 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 22546 members 
Mstep: Class 7 contains 19887 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16439 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 44662 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 48767 members 
Mstep: Class 18 contains 23773 members 
Mstep: Class 19 contains 43561 members 
Mstep: Class 20 contains 38073 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4523 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5691 members 
Mstep: Class 29 contains 4428 members 
Mstep: Class 30 contains 5503 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 40928 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4941 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 22964 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 1582 members 
Mstep: Class 41 contains 38336 members 
Mstep: Class 42 contains 1442 members 
Mstep: Class 43 contains 4955 members 
Mstep: Class 44 contains 5093 members 
Mstep: Class 45 contains 8956 members 
Mstep: Class 46 contains 6122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768860.000000 Penalty: 98713.132812
Iteration 165Q: 47 clusters Score -4.976886e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6797 members 
Mstep: Class 4 contains 29741 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 22550 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16409 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 44098 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 7194 members 
Mstep: Class 17 contains 48897 members 
Mstep: Class 18 contains 24092 members 
Mstep: Class 19 contains 43641 members 
Mstep: Class 20 contains 38047 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 2437 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5684 members 
Mstep: Class 29 contains 4429 members 
Mstep: Class 30 contains 5517 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 40934 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4943 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 22752 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1566 members 
Mstep: Class 40 contains 1582 members 
Mstep: Class 41 contains 38409 members 
Mstep: Class 42 contains 1442 members 
Mstep: Class 43 contains 4938 members 
Mstep: Class 44 contains 5086 members 
Mstep: Class 45 contains 9026 members 
Mstep: Class 46 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769548.000000 Penalty: 98713.132812
Iteration 166Q: 47 clusters Score -4.976955e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6787 members 
Mstep: Class 4 contains 29725 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 22544 members 
Mstep: Class 7 contains 19868 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16384 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 935 members 
Mstep: Class 14 contains 43373 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 7147 members 
Mstep: Class 17 contains 48970 members 
Mstep: Class 18 contains 24356 members 
Mstep: Class 19 contains 43563 members 
Mstep: Class 20 contains 38037 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2418 members 
Mstep: Class 23 contains 39209 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5679 members 
Mstep: Class 29 contains 4427 members 
Mstep: Class 30 contains 5529 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 40943 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 23033 members 
Mstep: Class 37 contains 3673 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1566 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 38464 members 
Mstep: Class 42 contains 1441 members 
Mstep: Class 43 contains 4927 members 
Mstep: Class 44 contains 5080 members 
Mstep: Class 45 contains 9078 members 
Mstep: Class 46 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770316.000000 Penalty: 98713.132812
Iteration 167Q: 47 clusters Score -4.977032e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6782 members 
Mstep: Class 4 contains 29719 members 
Mstep: Class 5 contains 7368 members 
Mstep: Class 6 contains 22547 members 
Mstep: Class 7 contains 19854 members 
Mstep: Class 8 contains 2915 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16356 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 42585 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 7092 members 
Mstep: Class 17 contains 49020 members 
Mstep: Class 18 contains 24551 members 
Mstep: Class 19 contains 43401 members 
Mstep: Class 20 contains 38035 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 2410 members 
Mstep: Class 23 contains 39192 members 
Mstep: Class 24 contains 4343 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5678 members 
Mstep: Class 29 contains 4429 members 
Mstep: Class 30 contains 5536 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 40940 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4948 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 23605 members 
Mstep: Class 37 contains 3661 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1582 members 
Mstep: Class 41 contains 38503 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4908 members 
Mstep: Class 44 contains 5072 members 
Mstep: Class 45 contains 9104 members 
Mstep: Class 46 contains 6801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771216.000000 Penalty: 98713.132812
Iteration 168Q: 47 clusters Score -4.977122e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 6768 members 
Mstep: Class 4 contains 29710 members 
Mstep: Class 5 contains 7363 members 
Mstep: Class 6 contains 22547 members 
Mstep: Class 7 contains 19845 members 
Mstep: Class 8 contains 2894 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16333 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 41697 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 49062 members 
Mstep: Class 18 contains 24671 members 
Mstep: Class 19 contains 43180 members 
Mstep: Class 20 contains 38030 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 39171 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 4429 members 
Mstep: Class 30 contains 5557 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 40935 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4948 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 24454 members 
Mstep: Class 37 contains 3649 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 1582 members 
Mstep: Class 41 contains 38536 members 
Mstep: Class 42 contains 1442 members 
Mstep: Class 43 contains 4882 members 
Mstep: Class 44 contains 5065 members 
Mstep: Class 45 contains 9137 members 
Mstep: Class 46 contains 6994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772112.000000 Penalty: 98713.132812
Iteration 169Q: 47 clusters Score -4.977211e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 29705 members 
Mstep: Class 5 contains 7357 members 
Mstep: Class 6 contains 22564 members 
Mstep: Class 7 contains 19838 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16313 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 40759 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 49079 members 
Mstep: Class 18 contains 24743 members 
Mstep: Class 19 contains 42935 members 
Mstep: Class 20 contains 38025 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 2384 members 
Mstep: Class 23 contains 39164 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 4432 members 
Mstep: Class 30 contains 5565 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 40915 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4948 members 
Mstep: Class 35 contains 1353 members 
Mstep: Class 36 contains 25467 members 
Mstep: Class 37 contains 3645 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1581 members 
Mstep: Class 41 contains 38532 members 
Mstep: Class 42 contains 1441 members 
Mstep: Class 43 contains 4872 members 
Mstep: Class 44 contains 5056 members 
Mstep: Class 45 contains 9165 members 
Mstep: Class 46 contains 7175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773052.000000 Penalty: 98713.132812
Iteration 170Q: 47 clusters Score -4.977305e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 29694 members 
Mstep: Class 5 contains 7354 members 
Mstep: Class 6 contains 22569 members 
Mstep: Class 7 contains 19840 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16287 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 39848 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 6892 members 
Mstep: Class 17 contains 49065 members 
Mstep: Class 18 contains 24764 members 
Mstep: Class 19 contains 42685 members 
Mstep: Class 20 contains 38020 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 2368 members 
Mstep: Class 23 contains 39152 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5676 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 2338 members 
Mstep: Class 32 contains 40911 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4945 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 26589 members 
Mstep: Class 37 contains 3639 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1581 members 
Mstep: Class 41 contains 38531 members 
Mstep: Class 42 contains 1441 members 
Mstep: Class 43 contains 4852 members 
Mstep: Class 44 contains 5041 members 
Mstep: Class 45 contains 9191 members 
Mstep: Class 46 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774304.000000 Penalty: 98713.132812
Iteration 171Q: 47 clusters Score -4.97743e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 29689 members 
Mstep: Class 5 contains 7355 members 
Mstep: Class 6 contains 22584 members 
Mstep: Class 7 contains 19836 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16260 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 38943 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 49017 members 
Mstep: Class 18 contains 24765 members 
Mstep: Class 19 contains 42418 members 
Mstep: Class 20 contains 38016 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 39142 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 4440 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 2338 members 
Mstep: Class 32 contains 40899 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4943 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 27794 members 
Mstep: Class 37 contains 3634 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1581 members 
Mstep: Class 41 contains 38522 members 
Mstep: Class 42 contains 1441 members 
Mstep: Class 43 contains 4818 members 
Mstep: Class 44 contains 5034 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775528.000000 Penalty: 98713.132812
Iteration 172Q: 47 clusters Score -4.977553e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 29687 members 
Mstep: Class 5 contains 7358 members 
Mstep: Class 6 contains 22596 members 
Mstep: Class 7 contains 19835 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 38105 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 48950 members 
Mstep: Class 18 contains 24742 members 
Mstep: Class 19 contains 42144 members 
Mstep: Class 20 contains 38014 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 2340 members 
Mstep: Class 23 contains 39128 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5676 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 5570 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 40877 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 29031 members 
Mstep: Class 37 contains 3631 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1580 members 
Mstep: Class 41 contains 38502 members 
Mstep: Class 42 contains 1440 members 
Mstep: Class 43 contains 4761 members 
Mstep: Class 44 contains 5041 members 
Mstep: Class 45 contains 9225 members 
Mstep: Class 46 contains 7670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776224.000000 Penalty: 98713.132812
Iteration 173Q: 47 clusters Score -4.977622e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 29686 members 
Mstep: Class 5 contains 7357 members 
Mstep: Class 6 contains 22606 members 
Mstep: Class 7 contains 19835 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16225 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 940 members 
Mstep: Class 14 contains 37339 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 48894 members 
Mstep: Class 18 contains 24662 members 
Mstep: Class 19 contains 41870 members 
Mstep: Class 20 contains 38008 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 2326 members 
Mstep: Class 23 contains 39114 members 
Mstep: Class 24 contains 4343 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5676 members 
Mstep: Class 29 contains 4433 members 
Mstep: Class 30 contains 5563 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 40872 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 30238 members 
Mstep: Class 37 contains 3627 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1581 members 
Mstep: Class 41 contains 38478 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4699 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 9243 members 
Mstep: Class 46 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777244.000000 Penalty: 98713.132812
Iteration 174Q: 47 clusters Score -4.977724e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6721 members 
Mstep: Class 4 contains 29685 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 22623 members 
Mstep: Class 7 contains 19832 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16203 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 36572 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 48820 members 
Mstep: Class 18 contains 24586 members 
Mstep: Class 19 contains 41618 members 
Mstep: Class 20 contains 38007 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 2314 members 
Mstep: Class 23 contains 39109 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 5566 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 40849 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 31455 members 
Mstep: Class 37 contains 3619 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1581 members 
Mstep: Class 41 contains 38455 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4636 members 
Mstep: Class 44 contains 5041 members 
Mstep: Class 45 contains 9257 members 
Mstep: Class 46 contains 7941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778052.000000 Penalty: 98713.132812
Iteration 175Q: 47 clusters Score -4.977805e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6716 members 
Mstep: Class 4 contains 29681 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 22637 members 
Mstep: Class 7 contains 19829 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16191 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 35853 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 6617 members 
Mstep: Class 17 contains 48773 members 
Mstep: Class 18 contains 24471 members 
Mstep: Class 19 contains 41397 members 
Mstep: Class 20 contains 38010 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 2305 members 
Mstep: Class 23 contains 39110 members 
Mstep: Class 24 contains 4343 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 5572 members 
Mstep: Class 31 contains 2338 members 
Mstep: Class 32 contains 40831 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4940 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 32610 members 
Mstep: Class 37 contains 3610 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1580 members 
Mstep: Class 41 contains 38421 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4560 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9266 members 
Mstep: Class 46 contains 8056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778936.000000 Penalty: 98713.132812
Iteration 176Q: 47 clusters Score -4.977894e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 29681 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 19826 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16184 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 35266 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 48753 members 
Mstep: Class 18 contains 24343 members 
Mstep: Class 19 contains 41157 members 
Mstep: Class 20 contains 38007 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 39104 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 5577 members 
Mstep: Class 31 contains 2339 members 
Mstep: Class 32 contains 40808 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4940 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 33652 members 
Mstep: Class 37 contains 3607 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1578 members 
Mstep: Class 41 contains 38384 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4470 members 
Mstep: Class 44 contains 5032 members 
Mstep: Class 45 contains 9272 members 
Mstep: Class 46 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779488.000000 Penalty: 98713.132812
Iteration 177Q: 47 clusters Score -4.977949e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 29676 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 22668 members 
Mstep: Class 7 contains 19825 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16171 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 940 members 
Mstep: Class 14 contains 34778 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 6524 members 
Mstep: Class 17 contains 48717 members 
Mstep: Class 18 contains 24200 members 
Mstep: Class 19 contains 40889 members 
Mstep: Class 20 contains 38005 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 39100 members 
Mstep: Class 24 contains 4339 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 5584 members 
Mstep: Class 31 contains 2339 members 
Mstep: Class 32 contains 40782 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 34611 members 
Mstep: Class 37 contains 3604 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1578 members 
Mstep: Class 41 contains 38360 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 4401 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9280 members 
Mstep: Class 46 contains 8349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780444.000000 Penalty: 98713.132812
Iteration 178Q: 47 clusters Score -4.978044e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 29678 members 
Mstep: Class 5 contains 7355 members 
Mstep: Class 6 contains 22687 members 
Mstep: Class 7 contains 19826 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16160 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 34066 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 6467 members 
Mstep: Class 17 contains 48651 members 
Mstep: Class 18 contains 24060 members 
Mstep: Class 19 contains 40650 members 
Mstep: Class 20 contains 38005 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 39093 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5674 members 
Mstep: Class 29 contains 4429 members 
Mstep: Class 30 contains 5586 members 
Mstep: Class 31 contains 2341 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1353 members 
Mstep: Class 36 contains 35764 members 
Mstep: Class 37 contains 3599 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1578 members 
Mstep: Class 41 contains 38335 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 4364 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9288 members 
Mstep: Class 46 contains 8503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781528.000000 Penalty: 98713.132812
Iteration 179Q: 47 clusters Score -4.978153e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 29675 members 
Mstep: Class 5 contains 7352 members 
Mstep: Class 6 contains 22707 members 
Mstep: Class 7 contains 19829 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 33002 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 6398 members 
Mstep: Class 17 contains 48591 members 
Mstep: Class 18 contains 23951 members 
Mstep: Class 19 contains 40433 members 
Mstep: Class 20 contains 38003 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 39083 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4542 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 5592 members 
Mstep: Class 31 contains 2339 members 
Mstep: Class 32 contains 40722 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 4940 members 
Mstep: Class 35 contains 1353 members 
Mstep: Class 36 contains 37191 members 
Mstep: Class 37 contains 3590 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 1578 members 
Mstep: Class 41 contains 38326 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9289 members 
Mstep: Class 46 contains 8650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781784.000000 Penalty: 98713.132812
Iteration 180F: 47 clusters Score -4.978178e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 29673 members 
Mstep: Class 5 contains 7352 members 
Mstep: Class 6 contains 22719 members 
Mstep: Class 7 contains 19830 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16119 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 31371 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 48482 members 
Mstep: Class 18 contains 23835 members 
Mstep: Class 19 contains 40258 members 
Mstep: Class 20 contains 37998 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 39077 members 
Mstep: Class 24 contains 4339 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4544 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5674 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 5596 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 40698 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 4941 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 39158 members 
Mstep: Class 37 contains 3585 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1578 members 
Mstep: Class 41 contains 38298 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 4457 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 9289 members 
Mstep: Class 46 contains 8774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780568.000000 Penalty: 98713.132812
Iteration 181Q: 47 clusters Score -4.978057e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 29668 members 
Mstep: Class 5 contains 7350 members 
Mstep: Class 6 contains 22734 members 
Mstep: Class 7 contains 19829 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16104 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 29416 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 6250 members 
Mstep: Class 17 contains 48522 members 
Mstep: Class 18 contains 23786 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 37994 members 
Mstep: Class 21 contains 1440 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 39068 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4545 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5676 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 4940 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 41146 members 
Mstep: Class 37 contains 3580 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1577 members 
Mstep: Class 41 contains 38269 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 4609 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 9289 members 
Mstep: Class 46 contains 8881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778468.000000 Penalty: 98713.132812
Iteration 182Q: 47 clusters Score -4.977847e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 29664 members 
Mstep: Class 5 contains 7346 members 
Mstep: Class 6 contains 22750 members 
Mstep: Class 7 contains 19827 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16092 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 27834 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 48693 members 
Mstep: Class 18 contains 23690 members 
Mstep: Class 19 contains 40007 members 
Mstep: Class 20 contains 37997 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 39057 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4545 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 4433 members 
Mstep: Class 30 contains 5611 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 40656 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 42575 members 
Mstep: Class 37 contains 3578 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38242 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 4783 members 
Mstep: Class 44 contains 5040 members 
Mstep: Class 45 contains 9290 members 
Mstep: Class 46 contains 8997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776772.000000 Penalty: 98713.132812
Iteration 183Q: 47 clusters Score -4.977677e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6678 members 
Mstep: Class 4 contains 29662 members 
Mstep: Class 5 contains 7342 members 
Mstep: Class 6 contains 22763 members 
Mstep: Class 7 contains 19819 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16083 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 26899 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 17 contains 48961 members 
Mstep: Class 18 contains 23577 members 
Mstep: Class 19 contains 39941 members 
Mstep: Class 20 contains 38000 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 39052 members 
Mstep: Class 24 contains 4342 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4546 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5614 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 40639 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1353 members 
Mstep: Class 36 contains 43215 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38240 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 4949 members 
Mstep: Class 44 contains 5043 members 
Mstep: Class 45 contains 9290 members 
Mstep: Class 46 contains 9102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776008.000000 Penalty: 98713.132812
Iteration 184Q: 47 clusters Score -4.977601e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6676 members 
Mstep: Class 4 contains 29657 members 
Mstep: Class 5 contains 7342 members 
Mstep: Class 6 contains 22768 members 
Mstep: Class 7 contains 19813 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16072 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 940 members 
Mstep: Class 14 contains 26600 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 23479 members 
Mstep: Class 19 contains 39873 members 
Mstep: Class 20 contains 38006 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 39048 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4547 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5618 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 40631 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 43268 members 
Mstep: Class 37 contains 3572 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1566 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38237 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 5078 members 
Mstep: Class 44 contains 5047 members 
Mstep: Class 45 contains 9287 members 
Mstep: Class 46 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775800.000000 Penalty: 98713.132812
Iteration 185Q: 47 clusters Score -4.97758e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 29650 members 
Mstep: Class 5 contains 7341 members 
Mstep: Class 6 contains 22770 members 
Mstep: Class 7 contains 19815 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16067 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 942 members 
Mstep: Class 14 contains 26638 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 6064 members 
Mstep: Class 17 contains 49360 members 
Mstep: Class 18 contains 23379 members 
Mstep: Class 19 contains 39810 members 
Mstep: Class 20 contains 38005 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 39051 members 
Mstep: Class 24 contains 4342 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4546 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5624 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 40616 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 43099 members 
Mstep: Class 37 contains 3572 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1566 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38234 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 5168 members 
Mstep: Class 44 contains 5047 members 
Mstep: Class 45 contains 9288 members 
Mstep: Class 46 contains 9342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775748.000000 Penalty: 98713.132812
Iteration 186Q: 47 clusters Score -4.977575e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 29647 members 
Mstep: Class 5 contains 7340 members 
Mstep: Class 6 contains 22783 members 
Mstep: Class 7 contains 19812 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16055 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 942 members 
Mstep: Class 14 contains 26970 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 49428 members 
Mstep: Class 18 contains 23293 members 
Mstep: Class 19 contains 39736 members 
Mstep: Class 20 contains 38012 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 39048 members 
Mstep: Class 24 contains 4342 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5626 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 40600 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 42751 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38247 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 5225 members 
Mstep: Class 44 contains 5043 members 
Mstep: Class 45 contains 9287 members 
Mstep: Class 46 contains 9457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775916.000000 Penalty: 98713.132812
Iteration 187Q: 47 clusters Score -4.977592e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 29645 members 
Mstep: Class 5 contains 7336 members 
Mstep: Class 6 contains 22798 members 
Mstep: Class 7 contains 19809 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16052 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5954 members 
Mstep: Class 17 contains 49422 members 
Mstep: Class 18 contains 23194 members 
Mstep: Class 19 contains 39668 members 
Mstep: Class 20 contains 38016 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 2297 members 
Mstep: Class 23 contains 39046 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5629 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 40565 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 42252 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38242 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 5262 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 9290 members 
Mstep: Class 46 contains 9604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776504.000000 Penalty: 98713.132812
Iteration 188Q: 47 clusters Score -4.97765e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 29647 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22815 members 
Mstep: Class 7 contains 19807 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16049 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 28190 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5913 members 
Mstep: Class 17 contains 49405 members 
Mstep: Class 18 contains 23105 members 
Mstep: Class 19 contains 39586 members 
Mstep: Class 20 contains 38018 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 2297 members 
Mstep: Class 23 contains 39041 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5631 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 40545 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 41722 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38231 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 5263 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 9292 members 
Mstep: Class 46 contains 9743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777012.000000 Penalty: 98713.132812
Iteration 189Q: 47 clusters Score -4.977701e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6659 members 
Mstep: Class 4 contains 29645 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22826 members 
Mstep: Class 7 contains 19806 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16043 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 28921 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5880 members 
Mstep: Class 17 contains 49413 members 
Mstep: Class 18 contains 23036 members 
Mstep: Class 19 contains 39501 members 
Mstep: Class 20 contains 38017 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 39040 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5630 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 40531 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 41070 members 
Mstep: Class 37 contains 3572 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38227 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 5238 members 
Mstep: Class 44 contains 5045 members 
Mstep: Class 45 contains 9293 members 
Mstep: Class 46 contains 9891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777604.000000 Penalty: 98713.132812
Iteration 190Q: 47 clusters Score -4.97776e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 29642 members 
Mstep: Class 5 contains 7334 members 
Mstep: Class 6 contains 22837 members 
Mstep: Class 7 contains 19806 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16040 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 29681 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 49387 members 
Mstep: Class 18 contains 22975 members 
Mstep: Class 19 contains 39406 members 
Mstep: Class 20 contains 38017 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 39033 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5637 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 40513 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4940 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 40426 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38239 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 5194 members 
Mstep: Class 44 contains 5044 members 
Mstep: Class 45 contains 9294 members 
Mstep: Class 46 contains 10042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778212.000000 Penalty: 98713.132812
Iteration 191Q: 47 clusters Score -4.977821e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 29641 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22849 members 
Mstep: Class 7 contains 19807 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16031 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 948 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 49344 members 
Mstep: Class 18 contains 22915 members 
Mstep: Class 19 contains 39295 members 
Mstep: Class 20 contains 38018 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 39029 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5642 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 40498 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4941 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 39767 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38214 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 5157 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 9293 members 
Mstep: Class 46 contains 10222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779100.000000 Penalty: 98713.132812
Iteration 192Q: 47 clusters Score -4.97791e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 29636 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22860 members 
Mstep: Class 7 contains 19808 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16024 members 
Mstep: Class 12 contains 1641 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 31279 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 49265 members 
Mstep: Class 18 contains 22851 members 
Mstep: Class 19 contains 39179 members 
Mstep: Class 20 contains 38018 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 39024 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5643 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 40481 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 4941 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 39134 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1562 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38202 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 5113 members 
Mstep: Class 44 contains 5040 members 
Mstep: Class 45 contains 9294 members 
Mstep: Class 46 contains 10418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779660.000000 Penalty: 98713.132812
Iteration 193Q: 47 clusters Score -4.977966e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 29634 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22882 members 
Mstep: Class 7 contains 19804 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16015 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 32114 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 49192 members 
Mstep: Class 18 contains 22805 members 
Mstep: Class 19 contains 39033 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 39015 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5642 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 40448 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4941 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 38494 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38196 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 5042 members 
Mstep: Class 44 contains 5039 members 
Mstep: Class 45 contains 9297 members 
Mstep: Class 46 contains 10629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780252.000000 Penalty: 98713.132812
Iteration 194Q: 47 clusters Score -4.978025e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 29628 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22902 members 
Mstep: Class 7 contains 19803 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 16007 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 32922 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 17 contains 49133 members 
Mstep: Class 18 contains 22787 members 
Mstep: Class 19 contains 38878 members 
Mstep: Class 20 contains 38016 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 39014 members 
Mstep: Class 24 contains 4336 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5642 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 40421 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4941 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 37837 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38175 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4961 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9298 members 
Mstep: Class 46 contains 10870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780696.000000 Penalty: 98713.132812
Iteration 195Q: 47 clusters Score -4.97807e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 29623 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22929 members 
Mstep: Class 7 contains 19804 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15991 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 33685 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 17 contains 49104 members 
Mstep: Class 18 contains 22774 members 
Mstep: Class 19 contains 38703 members 
Mstep: Class 20 contains 38011 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 39005 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4553 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5640 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 40411 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4944 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 37180 members 
Mstep: Class 37 contains 3572 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38156 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4895 members 
Mstep: Class 44 contains 5035 members 
Mstep: Class 45 contains 9297 members 
Mstep: Class 46 contains 11110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781312.000000 Penalty: 98713.132812
Iteration 196Q: 47 clusters Score -4.978131e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 29616 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22954 members 
Mstep: Class 7 contains 19803 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15979 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 34445 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 49059 members 
Mstep: Class 18 contains 22751 members 
Mstep: Class 19 contains 38545 members 
Mstep: Class 20 contains 38012 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38992 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5637 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 40407 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 36565 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38098 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4830 members 
Mstep: Class 44 contains 5033 members 
Mstep: Class 45 contains 9297 members 
Mstep: Class 46 contains 11347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782104.000000 Penalty: 98713.132812
Iteration 197Q: 47 clusters Score -4.97821e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6638 members 
Mstep: Class 4 contains 29611 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 22979 members 
Mstep: Class 7 contains 19803 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15973 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 35307 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 49029 members 
Mstep: Class 18 contains 22716 members 
Mstep: Class 19 contains 38415 members 
Mstep: Class 20 contains 38009 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38989 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5636 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 40373 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 35790 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 38039 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4779 members 
Mstep: Class 44 contains 5033 members 
Mstep: Class 45 contains 9297 members 
Mstep: Class 46 contains 11603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783108.000000 Penalty: 98713.132812
Iteration 198Q: 47 clusters Score -4.978311e+07 nChanged 2337
Entering ConstructFrom: 
Score: -49783108.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -327676.031250 Penalty: 1324.310303
	Iteration 0F: 2 clusters Score -327676 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 1713 members 
Entering Unmasked Estep 
Score: -324684.875000 Penalty: 2648.620605
	Iteration 0F: 3 clusters Score -324684.9 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -325461.718750 Penalty: 2648.620605
	Iteration 1F: 3 clusters Score -325461.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -325632.625000 Penalty: 2648.620605
	Iteration 2F: 3 clusters Score -325632.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -325749.468750 Penalty: 2648.620605
	Iteration 3F: 3 clusters Score -325749.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -325840.437500 Penalty: 2648.620605
	Iteration 4Q: 3 clusters Score -325840.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -325916.968750 Penalty: 2648.620605
	Iteration 5Q: 3 clusters Score -325917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -325980.687500 Penalty: 2648.620605
	Iteration 6Q: 3 clusters Score -325980.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -326019.656250 Penalty: 2648.620605
	Iteration 7Q: 3 clusters Score -326019.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -326054.562500 Penalty: 2648.620605
	Iteration 8Q: 3 clusters Score -326054.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -326086.968750 Penalty: 2648.620605
	Iteration 9Q: 3 clusters Score -326087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -326115.000000 Penalty: 2648.620605
	Iteration 10Q: 3 clusters Score -326115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -326152.312500 Penalty: 2648.620605
	Iteration 11Q: 3 clusters Score -326152.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -326201.812500 Penalty: 2648.620605
	Iteration 12Q: 3 clusters Score -326201.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -326239.437500 Penalty: 2648.620605
	Iteration 13Q: 3 clusters Score -326239.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -326266.218750 Penalty: 2648.620605
	Iteration 14Q: 3 clusters Score -326266.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -326301.500000 Penalty: 2648.620605
	Iteration 15Q: 3 clusters Score -326301.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -326337.937500 Penalty: 2648.620605
	Iteration 16Q: 3 clusters Score -326337.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -326367.500000 Penalty: 2648.620605
	Iteration 17Q: 3 clusters Score -326367.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -326393.781250 Penalty: 2648.620605
	Iteration 18Q: 3 clusters Score -326393.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -326414.531250 Penalty: 2648.620605
	Iteration 19Q: 3 clusters Score -326414.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -326439.843750 Penalty: 2648.620605
	Iteration 20F: 3 clusters Score -326439.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -326467.125000 Penalty: 2648.620605
	Iteration 21Q: 3 clusters Score -326467.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -326496.375000 Penalty: 2648.620605
	Iteration 22Q: 3 clusters Score -326496.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -326526.531250 Penalty: 2648.620605
	Iteration 23Q: 3 clusters Score -326526.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -326561.437500 Penalty: 2648.620605
	Iteration 24Q: 3 clusters Score -326561.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -326605.093750 Penalty: 2648.620605
	Iteration 25Q: 3 clusters Score -326605.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -326639.593750 Penalty: 2648.620605
	Iteration 26Q: 3 clusters Score -326639.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -326685.500000 Penalty: 2648.620605
	Iteration 27Q: 3 clusters Score -326685.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -326746.718750 Penalty: 2648.620605
	Iteration 28Q: 3 clusters Score -326746.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -326842.218750 Penalty: 2648.620605
	Iteration 29Q: 3 clusters Score -326842.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -326932.656250 Penalty: 2648.620605
	Iteration 30Q: 3 clusters Score -326932.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -326981.531250 Penalty: 2648.620605
	Iteration 31Q: 3 clusters Score -326981.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -327003.781250 Penalty: 2648.620605
	Iteration 32Q: 3 clusters Score -327003.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -327018.031250 Penalty: 2648.620605
	Iteration 33Q: 3 clusters Score -327018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -327026.031250 Penalty: 2648.620605
	Iteration 34Q: 3 clusters Score -327026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -327031.218750 Penalty: 2648.620605
	Iteration 35Q: 3 clusters Score -327031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -327034.250000 Penalty: 2648.620605
	Iteration 36Q: 3 clusters Score -327034.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -327037.218750 Penalty: 2648.620605
	Iteration 37Q: 3 clusters Score -327037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -327038.156250 Penalty: 2648.620605
	Iteration 38Q: 3 clusters Score -327038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -327038.968750 Penalty: 2648.620605
	Iteration 39Q: 3 clusters Score -327039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -327038.968750 Penalty: 2648.620605
	Iteration 40F: 3 clusters Score -327039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -92406.445312 Penalty: 1151.186768
	Iteration 0F: 2 clusters Score -92406.45 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 585 members 
Entering Unmasked Estep 
Score: -90852.648438 Penalty: 2302.373535
	Iteration 0F: 3 clusters Score -90852.65 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91214.640625 Penalty: 2302.373535
	Iteration 1F: 3 clusters Score -91214.64 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -91348.953125 Penalty: 2302.373535
	Iteration 2F: 3 clusters Score -91348.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -91434.351562 Penalty: 2302.373535
	Iteration 3F: 3 clusters Score -91434.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -91499.890625 Penalty: 2302.373535
	Iteration 4Q: 3 clusters Score -91499.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -91539.132812 Penalty: 2302.373535
	Iteration 5Q: 3 clusters Score -91539.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -91563.968750 Penalty: 2302.373535
	Iteration 6Q: 3 clusters Score -91563.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -91597.109375 Penalty: 2302.373535
	Iteration 7Q: 3 clusters Score -91597.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -91625.429688 Penalty: 2302.373535
	Iteration 8Q: 3 clusters Score -91625.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -91699.031250 Penalty: 2302.373535
	Iteration 9Q: 3 clusters Score -91699.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -91778.390625 Penalty: 2302.373535
	Iteration 10Q: 3 clusters Score -91778.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -91840.203125 Penalty: 2302.373535
	Iteration 11Q: 3 clusters Score -91840.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -91882.601562 Penalty: 2302.373535
	Iteration 12Q: 3 clusters Score -91882.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -91925.289062 Penalty: 2302.373535
	Iteration 13Q: 3 clusters Score -91925.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -91947.109375 Penalty: 2302.373535
	Iteration 14Q: 3 clusters Score -91947.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -91962.359375 Penalty: 2302.373535
	Iteration 15Q: 3 clusters Score -91962.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -91975.203125 Penalty: 2302.373535
	Iteration 16Q: 3 clusters Score -91975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -92007.820312 Penalty: 2302.373535
	Iteration 17Q: 3 clusters Score -92007.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -92087.671875 Penalty: 2302.373535
	Iteration 18Q: 3 clusters Score -92087.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -92258.382812 Penalty: 2302.373535
	Iteration 19Q: 3 clusters Score -92258.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -92360.328125 Penalty: 2302.373535
	Iteration 20F: 3 clusters Score -92360.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -92428.734375 Penalty: 2302.373535
	Iteration 21Q: 3 clusters Score -92428.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -92454.359375 Penalty: 2302.373535
	Iteration 22Q: 3 clusters Score -92454.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -92462.828125 Penalty: 2302.373535
	Iteration 23Q: 3 clusters Score -92462.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -92466.062500 Penalty: 2302.373535
	Iteration 24Q: 3 clusters Score -92466.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -92467.492188 Penalty: 2302.373535
	Iteration 25Q: 3 clusters Score -92467.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -92467.492188 Penalty: 2302.373535
	Iteration 26F: 3 clusters Score -92467.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 453 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 29609 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 23011 members 
Mstep: Class 7 contains 19803 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15960 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 13 contains 948 members 
Mstep: Class 14 contains 36421 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 48972 members 
Mstep: Class 18 contains 22706 members 
Mstep: Class 19 contains 38301 members 
Mstep: Class 20 contains 38006 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38979 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5637 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 40339 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 34753 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37996 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4728 members 
Mstep: Class 44 contains 5033 members 
Mstep: Class 45 contains 9297 members 
Mstep: Class 46 contains 11840 members 
Mstep: Class 47 contains 740 members 
Entering Unmasked Estep 
Score: -49782956.000000 Penalty: 100859.070312
Splitting cluster 2 changes total score from -49783108.000000 to -49782956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Entering Unmasked Estep 
Score: -618776.437500 Penalty: 1430.067383
	Iteration 0F: 2 clusters Score -618776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -613741.812500 Penalty: 2860.134766
	Iteration 0F: 3 clusters Score -613741.8 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -615156.437500 Penalty: 2860.134766
	Iteration 1F: 3 clusters Score -615156.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -615379.875000 Penalty: 2860.134766
	Iteration 2F: 3 clusters Score -615379.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -615593.187500 Penalty: 2860.134766
	Iteration 3F: 3 clusters Score -615593.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -615810.500000 Penalty: 2860.134766
	Iteration 4F: 3 clusters Score -615810.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -616051.375000 Penalty: 2860.134766
	Iteration 5Q: 3 clusters Score -616051.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -616394.875000 Penalty: 2860.134766
	Iteration 6F: 3 clusters Score -616394.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -616842.562500 Penalty: 2860.134766
	Iteration 7F: 3 clusters Score -616842.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -617278.125000 Penalty: 2860.134766
	Iteration 8F: 3 clusters Score -617278.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -617686.437500 Penalty: 2860.134766
	Iteration 9F: 3 clusters Score -617686.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -617961.000000 Penalty: 2860.134766
	Iteration 10Q: 3 clusters Score -617961 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -618174.937500 Penalty: 2860.134766
	Iteration 11Q: 3 clusters Score -618174.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -618305.812500 Penalty: 2860.134766
	Iteration 12Q: 3 clusters Score -618305.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -618377.312500 Penalty: 2860.134766
	Iteration 13Q: 3 clusters Score -618377.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -618423.562500 Penalty: 2860.134766
	Iteration 14Q: 3 clusters Score -618423.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -618451.687500 Penalty: 2860.134766
	Iteration 15Q: 3 clusters Score -618451.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -618470.937500 Penalty: 2860.134766
	Iteration 16Q: 3 clusters Score -618470.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -618485.875000 Penalty: 2860.134766
	Iteration 17Q: 3 clusters Score -618485.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -618503.062500 Penalty: 2860.134766
	Iteration 18Q: 3 clusters Score -618503.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -618516.875000 Penalty: 2860.134766
	Iteration 19Q: 3 clusters Score -618516.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -618525.250000 Penalty: 2860.134766
	Iteration 20F: 3 clusters Score -618525.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -618532.937500 Penalty: 2860.134766
	Iteration 21Q: 3 clusters Score -618532.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -618538.562500 Penalty: 2860.134766
	Iteration 22Q: 3 clusters Score -618538.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -618542.687500 Penalty: 2860.134766
	Iteration 23Q: 3 clusters Score -618542.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -618546.312500 Penalty: 2860.134766
	Iteration 24Q: 3 clusters Score -618546.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -618551.250000 Penalty: 2860.134766
	Iteration 25Q: 3 clusters Score -618551.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -618554.562500 Penalty: 2860.134766
	Iteration 26Q: 3 clusters Score -618554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -618559.500000 Penalty: 2860.134766
	Iteration 27Q: 3 clusters Score -618559.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -618562.687500 Penalty: 2860.134766
	Iteration 28Q: 3 clusters Score -618562.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -618562.875000 Penalty: 2860.134766
	Iteration 29Q: 3 clusters Score -618562.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -618565.937500 Penalty: 2860.134766
	Iteration 30Q: 3 clusters Score -618565.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -618569.750000 Penalty: 2860.134766
	Iteration 31Q: 3 clusters Score -618569.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -618571.750000 Penalty: 2860.134766
	Iteration 32Q: 3 clusters Score -618571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -618572.125000 Penalty: 2860.134766
	Iteration 33Q: 3 clusters Score -618572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -618572.125000 Penalty: 2860.134766
	Iteration 34Q: 3 clusters Score -618572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -618572.125000 Penalty: 2860.134766
	Iteration 35F: 3 clusters Score -618572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Entering Unmasked Estep 
Score: -2848758.500000 Penalty: 1673.072998
	Iteration 0F: 2 clusters Score -2848758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2829000.250000 Penalty: 3346.145996
	Iteration 0F: 3 clusters Score -2829000 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2836768.750000 Penalty: 3346.145996
	Iteration 1F: 3 clusters Score -2836769 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2837552.000000 Penalty: 3346.145996
	Iteration 2F: 3 clusters Score -2837552 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2838602.750000 Penalty: 3346.145996
	Iteration 3F: 3 clusters Score -2838603 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2839982.250000 Penalty: 3346.145996
	Iteration 4F: 3 clusters Score -2839982 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2841597.500000 Penalty: 3346.145996
	Iteration 5F: 3 clusters Score -2841598 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2843234.500000 Penalty: 3346.145996
	Iteration 6F: 3 clusters Score -2843234 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -2844690.250000 Penalty: 3346.145996
	Iteration 7F: 3 clusters Score -2844690 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2845709.000000 Penalty: 3346.145996
	Iteration 8Q: 3 clusters Score -2845709 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -2846318.000000 Penalty: 3346.145996
	Iteration 9Q: 3 clusters Score -2846318 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -2846717.250000 Penalty: 3346.145996
	Iteration 10Q: 3 clusters Score -2846717 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -2846913.750000 Penalty: 3346.145996
	Iteration 11Q: 3 clusters Score -2846914 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2847052.000000 Penalty: 3346.145996
	Iteration 12Q: 3 clusters Score -2847052 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -2847142.500000 Penalty: 3346.145996
	Iteration 13Q: 3 clusters Score -2847142 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -2847210.750000 Penalty: 3346.145996
	Iteration 14Q: 3 clusters Score -2847211 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -2847266.250000 Penalty: 3346.145996
	Iteration 15Q: 3 clusters Score -2847266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -2847315.250000 Penalty: 3346.145996
	Iteration 16Q: 3 clusters Score -2847315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -2847357.750000 Penalty: 3346.145996
	Iteration 17Q: 3 clusters Score -2847358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -2847381.500000 Penalty: 3346.145996
	Iteration 18Q: 3 clusters Score -2847382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -2847407.000000 Penalty: 3346.145996
	Iteration 19Q: 3 clusters Score -2847407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -2847424.750000 Penalty: 3346.145996
	Iteration 20F: 3 clusters Score -2847425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2847437.000000 Penalty: 3346.145996
	Iteration 21Q: 3 clusters Score -2847437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -2847453.000000 Penalty: 3346.145996
	Iteration 22Q: 3 clusters Score -2847453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -2847456.750000 Penalty: 3346.145996
	Iteration 23Q: 3 clusters Score -2847457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -2847468.250000 Penalty: 3346.145996
	Iteration 24Q: 3 clusters Score -2847468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -2847467.000000 Penalty: 3346.145996
	Iteration 25Q: 3 clusters Score -2847467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -2847472.250000 Penalty: 3346.145996
	Iteration 26Q: 3 clusters Score -2847472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -2847476.250000 Penalty: 3346.145996
	Iteration 27Q: 3 clusters Score -2847476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -2847482.750000 Penalty: 3346.145996
	Iteration 28Q: 3 clusters Score -2847483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -2847493.250000 Penalty: 3346.145996
	Iteration 29Q: 3 clusters Score -2847493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2847499.500000 Penalty: 3346.145996
	Iteration 30Q: 3 clusters Score -2847500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -2847512.000000 Penalty: 3346.145996
	Iteration 31Q: 3 clusters Score -2847512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -2847520.000000 Penalty: 3346.145996
	Iteration 32Q: 3 clusters Score -2847520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -2847526.000000 Penalty: 3346.145996
	Iteration 33Q: 3 clusters Score -2847526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -2847538.750000 Penalty: 3346.145996
	Iteration 34Q: 3 clusters Score -2847539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -2847555.500000 Penalty: 3346.145996
	Iteration 35Q: 3 clusters Score -2847556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -2847557.000000 Penalty: 3346.145996
	Iteration 36Q: 3 clusters Score -2847557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -2847559.250000 Penalty: 3346.145996
	Iteration 37Q: 3 clusters Score -2847559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -2847561.250000 Penalty: 3346.145996
	Iteration 38Q: 3 clusters Score -2847561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -2847561.250000 Penalty: 3346.145996
	Iteration 39F: 3 clusters Score -2847561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Entering Unmasked Estep 
Score: -682101.250000 Penalty: 1446.317017
	Iteration 0F: 2 clusters Score -682101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -676631.562500 Penalty: 2892.634033
	Iteration 0F: 3 clusters Score -676631.6 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -678280.250000 Penalty: 2892.634033
	Iteration 1F: 3 clusters Score -678280.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -678533.500000 Penalty: 2892.634033
	Iteration 2F: 3 clusters Score -678533.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -678716.187500 Penalty: 2892.634033
	Iteration 3F: 3 clusters Score -678716.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -678890.125000 Penalty: 2892.634033
	Iteration 4Q: 3 clusters Score -678890.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -679064.562500 Penalty: 2892.634033
	Iteration 5Q: 3 clusters Score -679064.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -679246.250000 Penalty: 2892.634033
	Iteration 6Q: 3 clusters Score -679246.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -679462.937500 Penalty: 2892.634033
	Iteration 7Q: 3 clusters Score -679462.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -679739.812500 Penalty: 2892.634033
	Iteration 8F: 3 clusters Score -679739.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -679976.125000 Penalty: 2892.634033
	Iteration 9Q: 3 clusters Score -679976.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -680198.187500 Penalty: 2892.634033
	Iteration 10Q: 3 clusters Score -680198.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -680404.750000 Penalty: 2892.634033
	Iteration 11Q: 3 clusters Score -680404.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -680541.437500 Penalty: 2892.634033
	Iteration 12Q: 3 clusters Score -680541.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -680636.250000 Penalty: 2892.634033
	Iteration 13Q: 3 clusters Score -680636.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -680705.000000 Penalty: 2892.634033
	Iteration 14Q: 3 clusters Score -680705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -680736.250000 Penalty: 2892.634033
	Iteration 15Q: 3 clusters Score -680736.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -680769.312500 Penalty: 2892.634033
	Iteration 16Q: 3 clusters Score -680769.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -680798.187500 Penalty: 2892.634033
	Iteration 17Q: 3 clusters Score -680798.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -680822.062500 Penalty: 2892.634033
	Iteration 18Q: 3 clusters Score -680822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -680838.187500 Penalty: 2892.634033
	Iteration 19Q: 3 clusters Score -680838.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -680853.562500 Penalty: 2892.634033
	Iteration 20F: 3 clusters Score -680853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -680861.437500 Penalty: 2892.634033
	Iteration 21Q: 3 clusters Score -680861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -680863.687500 Penalty: 2892.634033
	Iteration 22Q: 3 clusters Score -680863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -680866.187500 Penalty: 2892.634033
	Iteration 23Q: 3 clusters Score -680866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -680865.250000 Penalty: 2892.634033
	Iteration 24Q: 3 clusters Score -680865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -680865.250000 Penalty: 2892.634033
	Iteration 25F: 3 clusters Score -680865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Entering Unmasked Estep 
Score: -2172330.250000 Penalty: 1632.105835
	Iteration 0F: 2 clusters Score -2172330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2156792.000000 Penalty: 3264.211670
	Iteration 0F: 3 clusters Score -2156792 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2162464.750000 Penalty: 3264.211670
	Iteration 1F: 3 clusters Score -2162465 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2162704.000000 Penalty: 3264.211670
	Iteration 2Q: 3 clusters Score -2162704 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2162895.000000 Penalty: 3264.211670
	Iteration 3Q: 3 clusters Score -2162895 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2163083.500000 Penalty: 3264.211670
	Iteration 4Q: 3 clusters Score -2163084 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2163291.750000 Penalty: 3264.211670
	Iteration 5Q: 3 clusters Score -2163292 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2163508.750000 Penalty: 3264.211670
	Iteration 6Q: 3 clusters Score -2163509 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2163794.750000 Penalty: 3264.211670
	Iteration 7Q: 3 clusters Score -2163795 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2164164.750000 Penalty: 3264.211670
	Iteration 8Q: 3 clusters Score -2164165 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2164701.000000 Penalty: 3264.211670
	Iteration 9Q: 3 clusters Score -2164701 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2165458.500000 Penalty: 3264.211670
	Iteration 10F: 3 clusters Score -2165458 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2166454.000000 Penalty: 3264.211670
	Iteration 11F: 3 clusters Score -2166454 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2167524.000000 Penalty: 3264.211670
	Iteration 12F: 3 clusters Score -2167524 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2168486.250000 Penalty: 3264.211670
	Iteration 13Q: 3 clusters Score -2168486 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2169254.500000 Penalty: 3264.211670
	Iteration 14Q: 3 clusters Score -2169254 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2169811.500000 Penalty: 3264.211670
	Iteration 15Q: 3 clusters Score -2169812 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2170168.750000 Penalty: 3264.211670
	Iteration 16Q: 3 clusters Score -2170169 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2170413.000000 Penalty: 3264.211670
	Iteration 17Q: 3 clusters Score -2170413 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2170564.250000 Penalty: 3264.211670
	Iteration 18Q: 3 clusters Score -2170564 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2170644.750000 Penalty: 3264.211670
	Iteration 19Q: 3 clusters Score -2170645 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2170689.000000 Penalty: 3264.211670
	Iteration 20F: 3 clusters Score -2170689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2170733.500000 Penalty: 3264.211670
	Iteration 21Q: 3 clusters Score -2170734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2170757.500000 Penalty: 3264.211670
	Iteration 22Q: 3 clusters Score -2170758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2170780.250000 Penalty: 3264.211670
	Iteration 23Q: 3 clusters Score -2170780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2170803.500000 Penalty: 3264.211670
	Iteration 24Q: 3 clusters Score -2170804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2170811.250000 Penalty: 3264.211670
	Iteration 25Q: 3 clusters Score -2170811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2170818.750000 Penalty: 3264.211670
	Iteration 26Q: 3 clusters Score -2170819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2170821.750000 Penalty: 3264.211670
	Iteration 27Q: 3 clusters Score -2170822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2170831.500000 Penalty: 3264.211670
	Iteration 28Q: 3 clusters Score -2170832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2170834.250000 Penalty: 3264.211670
	Iteration 29Q: 3 clusters Score -2170834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2170837.250000 Penalty: 3264.211670
	Iteration 30Q: 3 clusters Score -2170837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2170843.500000 Penalty: 3264.211670
	Iteration 31Q: 3 clusters Score -2170844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2170847.500000 Penalty: 3264.211670
	Iteration 32Q: 3 clusters Score -2170848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2170852.000000 Penalty: 3264.211670
	Iteration 33Q: 3 clusters Score -2170852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2170858.250000 Penalty: 3264.211670
	Iteration 34Q: 3 clusters Score -2170858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2170863.250000 Penalty: 3264.211670
	Iteration 35Q: 3 clusters Score -2170863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2170871.750000 Penalty: 3264.211670
	Iteration 36Q: 3 clusters Score -2170872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2170876.000000 Penalty: 3264.211670
	Iteration 37Q: 3 clusters Score -2170876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2170879.500000 Penalty: 3264.211670
	Iteration 38Q: 3 clusters Score -2170880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2170881.000000 Penalty: 3264.211670
	Iteration 39Q: 3 clusters Score -2170881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2170885.250000 Penalty: 3264.211670
	Iteration 40F: 3 clusters Score -2170885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2170885.000000 Penalty: 3264.211670
	Iteration 41Q: 3 clusters Score -2170885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2170887.500000 Penalty: 3264.211670
	Iteration 42Q: 3 clusters Score -2170888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2170891.250000 Penalty: 3264.211670
	Iteration 43Q: 3 clusters Score -2170891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2170893.500000 Penalty: 3264.211670
	Iteration 44Q: 3 clusters Score -2170894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2170894.500000 Penalty: 3264.211670
	Iteration 45Q: 3 clusters Score -2170894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2170893.500000 Penalty: 3264.211670
	Iteration 46Q: 3 clusters Score -2170894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2170896.250000 Penalty: 3264.211670
	Iteration 47Q: 3 clusters Score -2170896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2170895.250000 Penalty: 3264.211670
	Iteration 48Q: 3 clusters Score -2170895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2170899.500000 Penalty: 3264.211670
	Iteration 49Q: 3 clusters Score -2170900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2170901.500000 Penalty: 3264.211670
	Iteration 50Q: 3 clusters Score -2170902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2170900.000000 Penalty: 3264.211670
	Iteration 51Q: 3 clusters Score -2170900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2170900.500000 Penalty: 3264.211670
	Iteration 52Q: 3 clusters Score -2170900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2170902.250000 Penalty: 3264.211670
	Iteration 53Q: 3 clusters Score -2170902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2170906.500000 Penalty: 3264.211670
	Iteration 54Q: 3 clusters Score -2170906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2170910.000000 Penalty: 3264.211670
	Iteration 55Q: 3 clusters Score -2170910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2170909.750000 Penalty: 3264.211670
	Iteration 56Q: 3 clusters Score -2170910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2170915.000000 Penalty: 3264.211670
	Iteration 57Q: 3 clusters Score -2170915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2170917.750000 Penalty: 3264.211670
	Iteration 58Q: 3 clusters Score -2170918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2170920.250000 Penalty: 3264.211670
	Iteration 59Q: 3 clusters Score -2170920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2170925.500000 Penalty: 3264.211670
	Iteration 60F: 3 clusters Score -2170926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2170923.750000 Penalty: 3264.211670
	Iteration 61Q: 3 clusters Score -2170924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2170926.500000 Penalty: 3264.211670
	Iteration 62Q: 3 clusters Score -2170926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2170926.500000 Penalty: 3264.211670
	Iteration 63Q: 3 clusters Score -2170926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2170926.500000 Penalty: 3264.211670
	Iteration 64F: 3 clusters Score -2170926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Entering Unmasked Estep 
Score: -1838989.625000 Penalty: 1607.708252
	Iteration 0F: 2 clusters Score -1838990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1825344.000000 Penalty: 3215.416504
	Iteration 0F: 3 clusters Score -1825344 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1830245.000000 Penalty: 3215.416504
	Iteration 1F: 3 clusters Score -1830245 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1830640.000000 Penalty: 3215.416504
	Iteration 2F: 3 clusters Score -1830640 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1831007.000000 Penalty: 3215.416504
	Iteration 3Q: 3 clusters Score -1831007 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1831374.500000 Penalty: 3215.416504
	Iteration 4Q: 3 clusters Score -1831374 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1831761.500000 Penalty: 3215.416504
	Iteration 5Q: 3 clusters Score -1831762 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1832182.500000 Penalty: 3215.416504
	Iteration 6Q: 3 clusters Score -1832182 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1832726.875000 Penalty: 3215.416504
	Iteration 7Q: 3 clusters Score -1832727 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1833337.875000 Penalty: 3215.416504
	Iteration 8F: 3 clusters Score -1833338 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1834001.375000 Penalty: 3215.416504
	Iteration 9Q: 3 clusters Score -1834001 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1834725.875000 Penalty: 3215.416504
	Iteration 10Q: 3 clusters Score -1834726 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1835368.000000 Penalty: 3215.416504
	Iteration 11Q: 3 clusters Score -1835368 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1835853.875000 Penalty: 3215.416504
	Iteration 12Q: 3 clusters Score -1835854 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1836225.875000 Penalty: 3215.416504
	Iteration 13Q: 3 clusters Score -1836226 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1836520.125000 Penalty: 3215.416504
	Iteration 14Q: 3 clusters Score -1836520 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1836751.375000 Penalty: 3215.416504
	Iteration 15Q: 3 clusters Score -1836751 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1836978.375000 Penalty: 3215.416504
	Iteration 16Q: 3 clusters Score -1836978 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1837157.000000 Penalty: 3215.416504
	Iteration 17Q: 3 clusters Score -1837157 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1837326.750000 Penalty: 3215.416504
	Iteration 18Q: 3 clusters Score -1837327 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1837451.875000 Penalty: 3215.416504
	Iteration 19Q: 3 clusters Score -1837452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1837526.250000 Penalty: 3215.416504
	Iteration 20F: 3 clusters Score -1837526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1837586.000000 Penalty: 3215.416504
	Iteration 21Q: 3 clusters Score -1837586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -1837624.875000 Penalty: 3215.416504
	Iteration 22Q: 3 clusters Score -1837625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1837646.125000 Penalty: 3215.416504
	Iteration 23Q: 3 clusters Score -1837646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1837659.875000 Penalty: 3215.416504
	Iteration 24Q: 3 clusters Score -1837660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1837670.500000 Penalty: 3215.416504
	Iteration 25Q: 3 clusters Score -1837670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1837680.750000 Penalty: 3215.416504
	Iteration 26Q: 3 clusters Score -1837681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1837704.000000 Penalty: 3215.416504
	Iteration 27Q: 3 clusters Score -1837704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1837716.375000 Penalty: 3215.416504
	Iteration 28Q: 3 clusters Score -1837716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -1837734.750000 Penalty: 3215.416504
	Iteration 29Q: 3 clusters Score -1837735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1837748.750000 Penalty: 3215.416504
	Iteration 30Q: 3 clusters Score -1837749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1837758.750000 Penalty: 3215.416504
	Iteration 31Q: 3 clusters Score -1837759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -1837769.250000 Penalty: 3215.416504
	Iteration 32Q: 3 clusters Score -1837769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1837771.125000 Penalty: 3215.416504
	Iteration 33Q: 3 clusters Score -1837771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1837774.250000 Penalty: 3215.416504
	Iteration 34Q: 3 clusters Score -1837774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1837774.500000 Penalty: 3215.416504
	Iteration 35Q: 3 clusters Score -1837774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1837774.500000 Penalty: 3215.416504
	Iteration 36Q: 3 clusters Score -1837774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1837777.000000 Penalty: 3215.416504
	Iteration 37Q: 3 clusters Score -1837777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1837779.000000 Penalty: 3215.416504
	Iteration 38Q: 3 clusters Score -1837779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1837780.125000 Penalty: 3215.416504
	Iteration 39Q: 3 clusters Score -1837780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1837782.375000 Penalty: 3215.416504
	Iteration 40F: 3 clusters Score -1837782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1837785.000000 Penalty: 3215.416504
	Iteration 41Q: 3 clusters Score -1837785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1837785.625000 Penalty: 3215.416504
	Iteration 42Q: 3 clusters Score -1837786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1837787.500000 Penalty: 3215.416504
	Iteration 43Q: 3 clusters Score -1837788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1837787.500000 Penalty: 3215.416504
	Iteration 44F: 3 clusters Score -1837788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -245669.000000 Penalty: 1282.341187
	Iteration 0F: 2 clusters Score -245669 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 1303 members 
Entering Unmasked Estep 
Score: -243158.156250 Penalty: 2564.682373
	Iteration 0F: 3 clusters Score -243158.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -243801.359375 Penalty: 2564.682373
	Iteration 1F: 3 clusters Score -243801.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -243967.000000 Penalty: 2564.682373
	Iteration 2F: 3 clusters Score -243967 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -244110.171875 Penalty: 2564.682373
	Iteration 3F: 3 clusters Score -244110.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -244208.046875 Penalty: 2564.682373
	Iteration 4F: 3 clusters Score -244208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -244267.703125 Penalty: 2564.682373
	Iteration 5Q: 3 clusters Score -244267.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -244312.390625 Penalty: 2564.682373
	Iteration 6Q: 3 clusters Score -244312.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -244342.468750 Penalty: 2564.682373
	Iteration 7Q: 3 clusters Score -244342.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -244372.234375 Penalty: 2564.682373
	Iteration 8Q: 3 clusters Score -244372.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -244395.906250 Penalty: 2564.682373
	Iteration 9Q: 3 clusters Score -244395.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -244422.265625 Penalty: 2564.682373
	Iteration 10Q: 3 clusters Score -244422.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -244441.859375 Penalty: 2564.682373
	Iteration 11Q: 3 clusters Score -244441.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -244463.984375 Penalty: 2564.682373
	Iteration 12Q: 3 clusters Score -244464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -244487.500000 Penalty: 2564.682373
	Iteration 13Q: 3 clusters Score -244487.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -244522.250000 Penalty: 2564.682373
	Iteration 14Q: 3 clusters Score -244522.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -244576.515625 Penalty: 2564.682373
	Iteration 15Q: 3 clusters Score -244576.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -244610.203125 Penalty: 2564.682373
	Iteration 16Q: 3 clusters Score -244610.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -244636.906250 Penalty: 2564.682373
	Iteration 17Q: 3 clusters Score -244636.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -244665.750000 Penalty: 2564.682373
	Iteration 18Q: 3 clusters Score -244665.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -244695.953125 Penalty: 2564.682373
	Iteration 19Q: 3 clusters Score -244696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -244732.125000 Penalty: 2564.682373
	Iteration 20F: 3 clusters Score -244732.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -244772.281250 Penalty: 2564.682373
	Iteration 21Q: 3 clusters Score -244772.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -244808.734375 Penalty: 2564.682373
	Iteration 22Q: 3 clusters Score -244808.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -244837.921875 Penalty: 2564.682373
	Iteration 23Q: 3 clusters Score -244837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244871.078125 Penalty: 2564.682373
	Iteration 24Q: 3 clusters Score -244871.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -244893.484375 Penalty: 2564.682373
	Iteration 25Q: 3 clusters Score -244893.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -244912.812500 Penalty: 2564.682373
	Iteration 26Q: 3 clusters Score -244912.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -244935.734375 Penalty: 2564.682373
	Iteration 27Q: 3 clusters Score -244935.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244962.765625 Penalty: 2564.682373
	Iteration 28Q: 3 clusters Score -244962.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -244987.125000 Penalty: 2564.682373
	Iteration 29Q: 3 clusters Score -244987.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245013.890625 Penalty: 2564.682373
	Iteration 30Q: 3 clusters Score -245013.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -245034.546875 Penalty: 2564.682373
	Iteration 31Q: 3 clusters Score -245034.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -245046.859375 Penalty: 2564.682373
	Iteration 32Q: 3 clusters Score -245046.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -245051.671875 Penalty: 2564.682373
	Iteration 33Q: 3 clusters Score -245051.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -245056.000000 Penalty: 2564.682373
	Iteration 34Q: 3 clusters Score -245056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -245058.265625 Penalty: 2564.682373
	Iteration 35Q: 3 clusters Score -245058.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -245062.281250 Penalty: 2564.682373
	Iteration 36Q: 3 clusters Score -245062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -245066.828125 Penalty: 2564.682373
	Iteration 37Q: 3 clusters Score -245066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -245071.546875 Penalty: 2564.682373
	Iteration 38Q: 3 clusters Score -245071.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -245076.265625 Penalty: 2564.682373
	Iteration 39Q: 3 clusters Score -245076.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -245081.984375 Penalty: 2564.682373
	Iteration 40F: 3 clusters Score -245082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -245084.203125 Penalty: 2564.682373
	Iteration 41Q: 3 clusters Score -245084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -245089.000000 Penalty: 2564.682373
	Iteration 42Q: 3 clusters Score -245089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -245091.984375 Penalty: 2564.682373
	Iteration 43Q: 3 clusters Score -245092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -245095.265625 Penalty: 2564.682373
	Iteration 44Q: 3 clusters Score -245095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -245096.250000 Penalty: 2564.682373
	Iteration 45Q: 3 clusters Score -245096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -245097.859375 Penalty: 2564.682373
	Iteration 46Q: 3 clusters Score -245097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -245098.609375 Penalty: 2564.682373
	Iteration 47Q: 3 clusters Score -245098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -245099.484375 Penalty: 2564.682373
	Iteration 48Q: 3 clusters Score -245099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -245099.859375 Penalty: 2564.682373
	Iteration 49Q: 3 clusters Score -245099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -245100.046875 Penalty: 2564.682373
	Iteration 50Q: 3 clusters Score -245100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -245100.656250 Penalty: 2564.682373
	Iteration 51Q: 3 clusters Score -245100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -245101.656250 Penalty: 2564.682373
	Iteration 52Q: 3 clusters Score -245101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -245102.203125 Penalty: 2564.682373
	Iteration 53Q: 3 clusters Score -245102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -245102.953125 Penalty: 2564.682373
	Iteration 54Q: 3 clusters Score -245103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -245103.765625 Penalty: 2564.682373
	Iteration 55Q: 3 clusters Score -245103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -245106.453125 Penalty: 2564.682373
	Iteration 56Q: 3 clusters Score -245106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -245107.609375 Penalty: 2564.682373
	Iteration 57Q: 3 clusters Score -245107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -245108.125000 Penalty: 2564.682373
	Iteration 58Q: 3 clusters Score -245108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -245108.640625 Penalty: 2564.682373
	Iteration 59Q: 3 clusters Score -245108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -245108.640625 Penalty: 2564.682373
	Iteration 60F: 3 clusters Score -245108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -162274.921875 Penalty: 1218.566406
	Iteration 0F: 2 clusters Score -162274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160331.578125 Penalty: 2437.132812
	Iteration 0F: 3 clusters Score -160331.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -160754.781250 Penalty: 2437.132812
	Iteration 1F: 3 clusters Score -160754.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -160880.750000 Penalty: 2437.132812
	Iteration 2F: 3 clusters Score -160880.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -160967.984375 Penalty: 2437.132812
	Iteration 3F: 3 clusters Score -160968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -161023.171875 Penalty: 2437.132812
	Iteration 4Q: 3 clusters Score -161023.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161055.390625 Penalty: 2437.132812
	Iteration 5Q: 3 clusters Score -161055.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161074.593750 Penalty: 2437.132812
	Iteration 6Q: 3 clusters Score -161074.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161084.046875 Penalty: 2437.132812
	Iteration 7Q: 3 clusters Score -161084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161094.000000 Penalty: 2437.132812
	Iteration 8Q: 3 clusters Score -161094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -161102.156250 Penalty: 2437.132812
	Iteration 9Q: 3 clusters Score -161102.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -161117.593750 Penalty: 2437.132812
	Iteration 10Q: 3 clusters Score -161117.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -161128.953125 Penalty: 2437.132812
	Iteration 11Q: 3 clusters Score -161129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -161140.578125 Penalty: 2437.132812
	Iteration 12Q: 3 clusters Score -161140.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -161147.140625 Penalty: 2437.132812
	Iteration 13Q: 3 clusters Score -161147.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161152.140625 Penalty: 2437.132812
	Iteration 14Q: 3 clusters Score -161152.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161157.843750 Penalty: 2437.132812
	Iteration 15Q: 3 clusters Score -161157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161163.875000 Penalty: 2437.132812
	Iteration 16Q: 3 clusters Score -161163.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161168.796875 Penalty: 2437.132812
	Iteration 17Q: 3 clusters Score -161168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161171.515625 Penalty: 2437.132812
	Iteration 18Q: 3 clusters Score -161171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161172.468750 Penalty: 2437.132812
	Iteration 19Q: 3 clusters Score -161172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161172.468750 Penalty: 2437.132812
	Iteration 20F: 3 clusters Score -161172.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -139470.500000 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139470.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -139876.640625 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139876.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -139967.265625 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139967.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140023.640625 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -140023.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140056.546875 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -140056.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140081.625000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -140081.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -140109.281250 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -140109.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -140129.937500 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -140129.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -140151.765625 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -140151.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -140177.640625 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -140177.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -140199.687500 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -140199.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -140212.437500 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -140212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -140221.593750 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -140221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -140228.109375 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -140228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -140232.265625 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -140232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -140235.656250 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -140235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -140236.296875 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -140236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -140236.296875 Penalty: 2388.081787
	Iteration 17F: 3 clusters Score -140236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Entering Unmasked Estep 
Score: -1533559.625000 Penalty: 1572.649170
	Iteration 0F: 2 clusters Score -1533560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1522641.625000 Penalty: 3145.298340
	Iteration 0F: 3 clusters Score -1522642 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1526399.375000 Penalty: 3145.298340
	Iteration 1F: 3 clusters Score -1526399 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1526792.875000 Penalty: 3145.298340
	Iteration 2F: 3 clusters Score -1526793 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1527202.375000 Penalty: 3145.298340
	Iteration 3F: 3 clusters Score -1527202 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1527685.000000 Penalty: 3145.298340
	Iteration 4F: 3 clusters Score -1527685 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1528275.125000 Penalty: 3145.298340
	Iteration 5F: 3 clusters Score -1528275 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1529032.750000 Penalty: 3145.298340
	Iteration 6F: 3 clusters Score -1529033 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1529829.750000 Penalty: 3145.298340
	Iteration 7F: 3 clusters Score -1529830 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1530559.875000 Penalty: 3145.298340
	Iteration 8F: 3 clusters Score -1530560 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1531183.375000 Penalty: 3145.298340
	Iteration 9Q: 3 clusters Score -1531183 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1531672.250000 Penalty: 3145.298340
	Iteration 10Q: 3 clusters Score -1531672 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1531946.000000 Penalty: 3145.298340
	Iteration 11Q: 3 clusters Score -1531946 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1532078.375000 Penalty: 3145.298340
	Iteration 12Q: 3 clusters Score -1532078 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1532170.750000 Penalty: 3145.298340
	Iteration 13Q: 3 clusters Score -1532171 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1532244.625000 Penalty: 3145.298340
	Iteration 14Q: 3 clusters Score -1532245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1532302.875000 Penalty: 3145.298340
	Iteration 15Q: 3 clusters Score -1532303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1532351.375000 Penalty: 3145.298340
	Iteration 16Q: 3 clusters Score -1532351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1532387.000000 Penalty: 3145.298340
	Iteration 17Q: 3 clusters Score -1532387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1532423.750000 Penalty: 3145.298340
	Iteration 18Q: 3 clusters Score -1532424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1532439.500000 Penalty: 3145.298340
	Iteration 19Q: 3 clusters Score -1532440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1532452.875000 Penalty: 3145.298340
	Iteration 20F: 3 clusters Score -1532453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1532465.375000 Penalty: 3145.298340
	Iteration 21Q: 3 clusters Score -1532465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1532475.250000 Penalty: 3145.298340
	Iteration 22Q: 3 clusters Score -1532475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1532481.750000 Penalty: 3145.298340
	Iteration 23Q: 3 clusters Score -1532482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1532489.250000 Penalty: 3145.298340
	Iteration 24Q: 3 clusters Score -1532489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1532497.250000 Penalty: 3145.298340
	Iteration 25Q: 3 clusters Score -1532497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1532503.500000 Penalty: 3145.298340
	Iteration 26Q: 3 clusters Score -1532504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1532509.625000 Penalty: 3145.298340
	Iteration 27Q: 3 clusters Score -1532510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1532516.875000 Penalty: 3145.298340
	Iteration 28Q: 3 clusters Score -1532517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1532515.250000 Penalty: 3145.298340
	Iteration 29Q: 3 clusters Score -1532515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1532516.625000 Penalty: 3145.298340
	Iteration 30Q: 3 clusters Score -1532517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1532516.750000 Penalty: 3145.298340
	Iteration 31Q: 3 clusters Score -1532517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1532520.625000 Penalty: 3145.298340
	Iteration 32Q: 3 clusters Score -1532521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1532523.750000 Penalty: 3145.298340
	Iteration 33Q: 3 clusters Score -1532524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1532529.625000 Penalty: 3145.298340
	Iteration 34Q: 3 clusters Score -1532530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1532535.000000 Penalty: 3145.298340
	Iteration 35Q: 3 clusters Score -1532535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1532538.625000 Penalty: 3145.298340
	Iteration 36Q: 3 clusters Score -1532539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1532545.000000 Penalty: 3145.298340
	Iteration 37Q: 3 clusters Score -1532545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1532555.375000 Penalty: 3145.298340
	Iteration 38Q: 3 clusters Score -1532555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1532560.000000 Penalty: 3145.298340
	Iteration 39Q: 3 clusters Score -1532560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1532561.500000 Penalty: 3145.298340
	Iteration 40F: 3 clusters Score -1532562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1532568.875000 Penalty: 3145.298340
	Iteration 41Q: 3 clusters Score -1532569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1532566.500000 Penalty: 3145.298340
	Iteration 42Q: 3 clusters Score -1532566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1532572.625000 Penalty: 3145.298340
	Iteration 43Q: 3 clusters Score -1532573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1532577.250000 Penalty: 3145.298340
	Iteration 44Q: 3 clusters Score -1532577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1532582.750000 Penalty: 3145.298340
	Iteration 45Q: 3 clusters Score -1532583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1532591.250000 Penalty: 3145.298340
	Iteration 46Q: 3 clusters Score -1532591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1532594.375000 Penalty: 3145.298340
	Iteration 47Q: 3 clusters Score -1532594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1532601.375000 Penalty: 3145.298340
	Iteration 48Q: 3 clusters Score -1532601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1532602.500000 Penalty: 3145.298340
	Iteration 49Q: 3 clusters Score -1532602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1532605.500000 Penalty: 3145.298340
	Iteration 50Q: 3 clusters Score -1532606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1532607.375000 Penalty: 3145.298340
	Iteration 51Q: 3 clusters Score -1532607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1532606.625000 Penalty: 3145.298340
	Iteration 52Q: 3 clusters Score -1532607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1532607.000000 Penalty: 3145.298340
	Iteration 53Q: 3 clusters Score -1532607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1532606.625000 Penalty: 3145.298340
	Iteration 54Q: 3 clusters Score -1532607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1532609.125000 Penalty: 3145.298340
	Iteration 55Q: 3 clusters Score -1532609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1532607.125000 Penalty: 3145.298340
	Iteration 56Q: 3 clusters Score -1532607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1532608.125000 Penalty: 3145.298340
	Iteration 57Q: 3 clusters Score -1532608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1532610.000000 Penalty: 3145.298340
	Iteration 58Q: 3 clusters Score -1532610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1532609.375000 Penalty: 3145.298340
	Iteration 59Q: 3 clusters Score -1532609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1532610.875000 Penalty: 3145.298340
	Iteration 60F: 3 clusters Score -1532611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1532611.000000 Penalty: 3145.298340
	Iteration 61Q: 3 clusters Score -1532611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1532612.125000 Penalty: 3145.298340
	Iteration 62Q: 3 clusters Score -1532612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1532615.375000 Penalty: 3145.298340
	Iteration 63Q: 3 clusters Score -1532615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1532615.375000 Penalty: 3145.298340
	Iteration 64F: 3 clusters Score -1532615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -148513.796875 Penalty: 1202.203369
	Iteration 0F: 2 clusters Score -148513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -146657.265625 Penalty: 2404.406738
	Iteration 0F: 3 clusters Score -146657.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -146979.718750 Penalty: 2404.406738
	Iteration 1F: 3 clusters Score -146979.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -147049.375000 Penalty: 2404.406738
	Iteration 2F: 3 clusters Score -147049.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -147100.484375 Penalty: 2404.406738
	Iteration 3Q: 3 clusters Score -147100.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -147139.984375 Penalty: 2404.406738
	Iteration 4Q: 3 clusters Score -147140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -147165.781250 Penalty: 2404.406738
	Iteration 5Q: 3 clusters Score -147165.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -147193.593750 Penalty: 2404.406738
	Iteration 6Q: 3 clusters Score -147193.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -147218.390625 Penalty: 2404.406738
	Iteration 7Q: 3 clusters Score -147218.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147237.890625 Penalty: 2404.406738
	Iteration 8Q: 3 clusters Score -147237.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -147248.500000 Penalty: 2404.406738
	Iteration 9Q: 3 clusters Score -147248.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147262.562500 Penalty: 2404.406738
	Iteration 10Q: 3 clusters Score -147262.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -147276.234375 Penalty: 2404.406738
	Iteration 11Q: 3 clusters Score -147276.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -147288.578125 Penalty: 2404.406738
	Iteration 12Q: 3 clusters Score -147288.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -147297.593750 Penalty: 2404.406738
	Iteration 13Q: 3 clusters Score -147297.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -147307.703125 Penalty: 2404.406738
	Iteration 14Q: 3 clusters Score -147307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147316.093750 Penalty: 2404.406738
	Iteration 15Q: 3 clusters Score -147316.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -147324.562500 Penalty: 2404.406738
	Iteration 16Q: 3 clusters Score -147324.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -147335.125000 Penalty: 2404.406738
	Iteration 17Q: 3 clusters Score -147335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -147347.890625 Penalty: 2404.406738
	Iteration 18Q: 3 clusters Score -147347.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -147359.578125 Penalty: 2404.406738
	Iteration 19Q: 3 clusters Score -147359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -147373.921875 Penalty: 2404.406738
	Iteration 20F: 3 clusters Score -147373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -147388.796875 Penalty: 2404.406738
	Iteration 21Q: 3 clusters Score -147388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -147400.296875 Penalty: 2404.406738
	Iteration 22Q: 3 clusters Score -147400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -147404.281250 Penalty: 2404.406738
	Iteration 23Q: 3 clusters Score -147404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -147407.062500 Penalty: 2404.406738
	Iteration 24Q: 3 clusters Score -147407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -147409.750000 Penalty: 2404.406738
	Iteration 25Q: 3 clusters Score -147409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -147413.453125 Penalty: 2404.406738
	Iteration 26Q: 3 clusters Score -147413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -147417.265625 Penalty: 2404.406738
	Iteration 27Q: 3 clusters Score -147417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -147420.671875 Penalty: 2404.406738
	Iteration 28Q: 3 clusters Score -147420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -147421.890625 Penalty: 2404.406738
	Iteration 29Q: 3 clusters Score -147421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -147423.718750 Penalty: 2404.406738
	Iteration 30Q: 3 clusters Score -147423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -147424.406250 Penalty: 2404.406738
	Iteration 31Q: 3 clusters Score -147424.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -147424.406250 Penalty: 2404.406738
	Iteration 32F: 3 clusters Score -147424.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -80342.359375 Penalty: 1113.832642
	Iteration 0F: 2 clusters Score -80342.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78922.421875 Penalty: 2227.665283
	Iteration 0F: 3 clusters Score -78922.42 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -79161.382812 Penalty: 2227.665283
	Iteration 1F: 3 clusters Score -79161.38 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79297.835938 Penalty: 2227.665283
	Iteration 2F: 3 clusters Score -79297.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -79431.234375 Penalty: 2227.665283
	Iteration 3F: 3 clusters Score -79431.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79524.625000 Penalty: 2227.665283
	Iteration 4F: 3 clusters Score -79524.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -79584.351562 Penalty: 2227.665283
	Iteration 5Q: 3 clusters Score -79584.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -79638.031250 Penalty: 2227.665283
	Iteration 6Q: 3 clusters Score -79638.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -79700.273438 Penalty: 2227.665283
	Iteration 7Q: 3 clusters Score -79700.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -79753.593750 Penalty: 2227.665283
	Iteration 8Q: 3 clusters Score -79753.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -79783.179688 Penalty: 2227.665283
	Iteration 9Q: 3 clusters Score -79783.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -79822.382812 Penalty: 2227.665283
	Iteration 10Q: 3 clusters Score -79822.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -79864.203125 Penalty: 2227.665283
	Iteration 11Q: 3 clusters Score -79864.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -79902.390625 Penalty: 2227.665283
	Iteration 12Q: 3 clusters Score -79902.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -79935.304688 Penalty: 2227.665283
	Iteration 13Q: 3 clusters Score -79935.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -79944.656250 Penalty: 2227.665283
	Iteration 14Q: 3 clusters Score -79944.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -79951.476562 Penalty: 2227.665283
	Iteration 15Q: 3 clusters Score -79951.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -79955.023438 Penalty: 2227.665283
	Iteration 16Q: 3 clusters Score -79955.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -79955.695312 Penalty: 2227.665283
	Iteration 17Q: 3 clusters Score -79955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79957.406250 Penalty: 2227.665283
	Iteration 18Q: 3 clusters Score -79957.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -79958.132812 Penalty: 2227.665283
	Iteration 19Q: 3 clusters Score -79958.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79960.500000 Penalty: 2227.665283
	Iteration 20F: 3 clusters Score -79960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79961.875000 Penalty: 2227.665283
	Iteration 21Q: 3 clusters Score -79961.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -79964.968750 Penalty: 2227.665283
	Iteration 22Q: 3 clusters Score -79964.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79970.929688 Penalty: 2227.665283
	Iteration 23Q: 3 clusters Score -79970.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -79977.757812 Penalty: 2227.665283
	Iteration 24Q: 3 clusters Score -79977.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -79981.617188 Penalty: 2227.665283
	Iteration 25Q: 3 clusters Score -79981.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -79987.593750 Penalty: 2227.665283
	Iteration 26Q: 3 clusters Score -79987.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -79995.671875 Penalty: 2227.665283
	Iteration 27Q: 3 clusters Score -79995.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -80002.500000 Penalty: 2227.665283
	Iteration 28Q: 3 clusters Score -80002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -80005.148438 Penalty: 2227.665283
	Iteration 29Q: 3 clusters Score -80005.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -80005.148438 Penalty: 2227.665283
	Iteration 30F: 3 clusters Score -80005.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Entering Unmasked Estep 
Score: -3532931.250000 Penalty: 1706.721436
	Iteration 0F: 2 clusters Score -3532931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3508896.000000 Penalty: 3413.442871
	Iteration 0F: 3 clusters Score -3508896 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3518274.000000 Penalty: 3413.442871
	Iteration 1F: 3 clusters Score -3518274 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3518837.000000 Penalty: 3413.442871
	Iteration 2Q: 3 clusters Score -3518837 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3519566.000000 Penalty: 3413.442871
	Iteration 3Q: 3 clusters Score -3519566 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3520449.250000 Penalty: 3413.442871
	Iteration 4F: 3 clusters Score -3520449 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3521406.750000 Penalty: 3413.442871
	Iteration 5F: 3 clusters Score -3521407 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3522365.000000 Penalty: 3413.442871
	Iteration 6F: 3 clusters Score -3522365 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3523270.750000 Penalty: 3413.442871
	Iteration 7F: 3 clusters Score -3523271 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3524150.250000 Penalty: 3413.442871
	Iteration 8Q: 3 clusters Score -3524150 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3524870.000000 Penalty: 3413.442871
	Iteration 9Q: 3 clusters Score -3524870 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3525325.500000 Penalty: 3413.442871
	Iteration 10Q: 3 clusters Score -3525326 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3525563.750000 Penalty: 3413.442871
	Iteration 11Q: 3 clusters Score -3525564 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3525671.500000 Penalty: 3413.442871
	Iteration 12Q: 3 clusters Score -3525672 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3525712.000000 Penalty: 3413.442871
	Iteration 13Q: 3 clusters Score -3525712 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3525726.500000 Penalty: 3413.442871
	Iteration 14Q: 3 clusters Score -3525726 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3525729.250000 Penalty: 3413.442871
	Iteration 15Q: 3 clusters Score -3525729 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3525756.250000 Penalty: 3413.442871
	Iteration 16Q: 3 clusters Score -3525756 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3525778.250000 Penalty: 3413.442871
	Iteration 17Q: 3 clusters Score -3525778 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3525803.750000 Penalty: 3413.442871
	Iteration 18Q: 3 clusters Score -3525804 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3525805.500000 Penalty: 3413.442871
	Iteration 19Q: 3 clusters Score -3525806 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3525831.250000 Penalty: 3413.442871
	Iteration 20F: 3 clusters Score -3525831 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3525845.750000 Penalty: 3413.442871
	Iteration 21Q: 3 clusters Score -3525846 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3525876.000000 Penalty: 3413.442871
	Iteration 22Q: 3 clusters Score -3525876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3525890.000000 Penalty: 3413.442871
	Iteration 23Q: 3 clusters Score -3525890 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3525919.000000 Penalty: 3413.442871
	Iteration 24Q: 3 clusters Score -3525919 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3525953.250000 Penalty: 3413.442871
	Iteration 25Q: 3 clusters Score -3525953 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3525984.500000 Penalty: 3413.442871
	Iteration 26Q: 3 clusters Score -3525984 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3526040.500000 Penalty: 3413.442871
	Iteration 27Q: 3 clusters Score -3526040 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3526101.250000 Penalty: 3413.442871
	Iteration 28Q: 3 clusters Score -3526101 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3526178.750000 Penalty: 3413.442871
	Iteration 29Q: 3 clusters Score -3526179 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3526261.500000 Penalty: 3413.442871
	Iteration 30Q: 3 clusters Score -3526262 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3526322.250000 Penalty: 3413.442871
	Iteration 31Q: 3 clusters Score -3526322 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3526435.000000 Penalty: 3413.442871
	Iteration 32Q: 3 clusters Score -3526435 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3526550.500000 Penalty: 3413.442871
	Iteration 33Q: 3 clusters Score -3526550 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3526691.750000 Penalty: 3413.442871
	Iteration 34Q: 3 clusters Score -3526692 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3526815.250000 Penalty: 3413.442871
	Iteration 35Q: 3 clusters Score -3526815 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3526949.500000 Penalty: 3413.442871
	Iteration 36Q: 3 clusters Score -3526950 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3527095.750000 Penalty: 3413.442871
	Iteration 37Q: 3 clusters Score -3527096 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3527297.750000 Penalty: 3413.442871
	Iteration 38Q: 3 clusters Score -3527298 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3527531.750000 Penalty: 3413.442871
	Iteration 39Q: 3 clusters Score -3527532 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3527765.000000 Penalty: 3413.442871
	Iteration 40F: 3 clusters Score -3527765 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3528050.500000 Penalty: 3413.442871
	Iteration 41Q: 3 clusters Score -3528050 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3528370.000000 Penalty: 3413.442871
	Iteration 42Q: 3 clusters Score -3528370 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3528687.750000 Penalty: 3413.442871
	Iteration 43Q: 3 clusters Score -3528688 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3528977.500000 Penalty: 3413.442871
	Iteration 44Q: 3 clusters Score -3528978 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3529212.750000 Penalty: 3413.442871
	Iteration 45Q: 3 clusters Score -3529213 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3529398.500000 Penalty: 3413.442871
	Iteration 46Q: 3 clusters Score -3529398 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3529550.750000 Penalty: 3413.442871
	Iteration 47Q: 3 clusters Score -3529551 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3529671.500000 Penalty: 3413.442871
	Iteration 48Q: 3 clusters Score -3529672 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3529754.000000 Penalty: 3413.442871
	Iteration 49Q: 3 clusters Score -3529754 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3529791.500000 Penalty: 3413.442871
	Iteration 50Q: 3 clusters Score -3529792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3529827.000000 Penalty: 3413.442871
	Iteration 51Q: 3 clusters Score -3529827 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3529835.000000 Penalty: 3413.442871
	Iteration 52Q: 3 clusters Score -3529835 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3529846.000000 Penalty: 3413.442871
	Iteration 53Q: 3 clusters Score -3529846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3529847.000000 Penalty: 3413.442871
	Iteration 54Q: 3 clusters Score -3529847 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3529840.250000 Penalty: 3413.442871
	Iteration 55Q: 3 clusters Score -3529840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3529852.250000 Penalty: 3413.442871
	Iteration 56Q: 3 clusters Score -3529852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3529860.000000 Penalty: 3413.442871
	Iteration 57Q: 3 clusters Score -3529860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3529849.250000 Penalty: 3413.442871
	Iteration 58Q: 3 clusters Score -3529849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3529845.500000 Penalty: 3413.442871
	Iteration 59Q: 3 clusters Score -3529846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3529852.000000 Penalty: 3413.442871
	Iteration 60F: 3 clusters Score -3529852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3529839.000000 Penalty: 3413.442871
	Iteration 61Q: 3 clusters Score -3529839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3529840.750000 Penalty: 3413.442871
	Iteration 62Q: 3 clusters Score -3529841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3529840.000000 Penalty: 3413.442871
	Iteration 63Q: 3 clusters Score -3529840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3529843.250000 Penalty: 3413.442871
	Iteration 64Q: 3 clusters Score -3529843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3529831.500000 Penalty: 3413.442871
	Iteration 65Q: 3 clusters Score -3529832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3529832.500000 Penalty: 3413.442871
	Iteration 66Q: 3 clusters Score -3529832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3529838.500000 Penalty: 3413.442871
	Iteration 67Q: 3 clusters Score -3529838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3529840.250000 Penalty: 3413.442871
	Iteration 68Q: 3 clusters Score -3529840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3529840.750000 Penalty: 3413.442871
	Iteration 69Q: 3 clusters Score -3529841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3529837.000000 Penalty: 3413.442871
	Iteration 70Q: 3 clusters Score -3529837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3529837.750000 Penalty: 3413.442871
	Iteration 71Q: 3 clusters Score -3529838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3529834.750000 Penalty: 3413.442871
	Iteration 72Q: 3 clusters Score -3529835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3529838.000000 Penalty: 3413.442871
	Iteration 73Q: 3 clusters Score -3529838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3529836.000000 Penalty: 3413.442871
	Iteration 74Q: 3 clusters Score -3529836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3529831.500000 Penalty: 3413.442871
	Iteration 75Q: 3 clusters Score -3529832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3529831.500000 Penalty: 3413.442871
	Iteration 76Q: 3 clusters Score -3529832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3529832.000000 Penalty: 3413.442871
	Iteration 77Q: 3 clusters Score -3529832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3529828.750000 Penalty: 3413.442871
	Iteration 78Q: 3 clusters Score -3529829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3529833.500000 Penalty: 3413.442871
	Iteration 79Q: 3 clusters Score -3529834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3529827.250000 Penalty: 3413.442871
	Iteration 80F: 3 clusters Score -3529827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3529828.250000 Penalty: 3413.442871
	Iteration 81Q: 3 clusters Score -3529828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3529831.750000 Penalty: 3413.442871
	Iteration 82Q: 3 clusters Score -3529832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3529833.000000 Penalty: 3413.442871
	Iteration 83Q: 3 clusters Score -3529833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3529838.250000 Penalty: 3413.442871
	Iteration 84Q: 3 clusters Score -3529838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3529833.750000 Penalty: 3413.442871
	Iteration 85Q: 3 clusters Score -3529834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3529838.250000 Penalty: 3413.442871
	Iteration 86Q: 3 clusters Score -3529838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3529841.500000 Penalty: 3413.442871
	Iteration 87Q: 3 clusters Score -3529842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3529839.000000 Penalty: 3413.442871
	Iteration 88Q: 3 clusters Score -3529839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3529836.000000 Penalty: 3413.442871
	Iteration 89Q: 3 clusters Score -3529836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3529837.000000 Penalty: 3413.442871
	Iteration 90Q: 3 clusters Score -3529837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3529839.000000 Penalty: 3413.442871
	Iteration 91Q: 3 clusters Score -3529839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3529838.500000 Penalty: 3413.442871
	Iteration 92Q: 3 clusters Score -3529838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3529837.000000 Penalty: 3413.442871
	Iteration 93Q: 3 clusters Score -3529837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3529839.500000 Penalty: 3413.442871
	Iteration 94Q: 3 clusters Score -3529840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3529838.250000 Penalty: 3413.442871
	Iteration 95Q: 3 clusters Score -3529838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3529838.750000 Penalty: 3413.442871
	Iteration 96Q: 3 clusters Score -3529839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3529840.500000 Penalty: 3413.442871
	Iteration 97Q: 3 clusters Score -3529840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3529840.500000 Penalty: 3413.442871
	Iteration 98F: 3 clusters Score -3529840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -208435.203125 Penalty: 1258.210815
	Iteration 0F: 2 clusters Score -208435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -206149.515625 Penalty: 2516.421631
	Iteration 0F: 3 clusters Score -206149.5 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -206742.593750 Penalty: 2516.421631
	Iteration 1F: 3 clusters Score -206742.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206917.062500 Penalty: 2516.421631
	Iteration 2F: 3 clusters Score -206917.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207042.593750 Penalty: 2516.421631
	Iteration 3F: 3 clusters Score -207042.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -207146.953125 Penalty: 2516.421631
	Iteration 4Q: 3 clusters Score -207147 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -207214.562500 Penalty: 2516.421631
	Iteration 5Q: 3 clusters Score -207214.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -207254.656250 Penalty: 2516.421631
	Iteration 6Q: 3 clusters Score -207254.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -207280.921875 Penalty: 2516.421631
	Iteration 7Q: 3 clusters Score -207280.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -207303.390625 Penalty: 2516.421631
	Iteration 8Q: 3 clusters Score -207303.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -207330.953125 Penalty: 2516.421631
	Iteration 9Q: 3 clusters Score -207331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -207357.093750 Penalty: 2516.421631
	Iteration 10Q: 3 clusters Score -207357.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -207397.656250 Penalty: 2516.421631
	Iteration 11Q: 3 clusters Score -207397.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -207443.156250 Penalty: 2516.421631
	Iteration 12Q: 3 clusters Score -207443.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -207491.734375 Penalty: 2516.421631
	Iteration 13Q: 3 clusters Score -207491.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -207536.078125 Penalty: 2516.421631
	Iteration 14Q: 3 clusters Score -207536.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -207580.593750 Penalty: 2516.421631
	Iteration 15Q: 3 clusters Score -207580.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -207629.406250 Penalty: 2516.421631
	Iteration 16Q: 3 clusters Score -207629.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -207679.125000 Penalty: 2516.421631
	Iteration 17Q: 3 clusters Score -207679.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -207727.562500 Penalty: 2516.421631
	Iteration 18Q: 3 clusters Score -207727.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -207754.265625 Penalty: 2516.421631
	Iteration 19Q: 3 clusters Score -207754.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207777.890625 Penalty: 2516.421631
	Iteration 20F: 3 clusters Score -207777.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207795.218750 Penalty: 2516.421631
	Iteration 21Q: 3 clusters Score -207795.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -207812.265625 Penalty: 2516.421631
	Iteration 22Q: 3 clusters Score -207812.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -207823.281250 Penalty: 2516.421631
	Iteration 23Q: 3 clusters Score -207823.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -207837.453125 Penalty: 2516.421631
	Iteration 24Q: 3 clusters Score -207837.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -207852.140625 Penalty: 2516.421631
	Iteration 25Q: 3 clusters Score -207852.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -207871.593750 Penalty: 2516.421631
	Iteration 26Q: 3 clusters Score -207871.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -207887.218750 Penalty: 2516.421631
	Iteration 27Q: 3 clusters Score -207887.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -207901.218750 Penalty: 2516.421631
	Iteration 28Q: 3 clusters Score -207901.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -207930.656250 Penalty: 2516.421631
	Iteration 29Q: 3 clusters Score -207930.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -207968.125000 Penalty: 2516.421631
	Iteration 30Q: 3 clusters Score -207968.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208003.375000 Penalty: 2516.421631
	Iteration 31Q: 3 clusters Score -208003.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -208029.140625 Penalty: 2516.421631
	Iteration 32Q: 3 clusters Score -208029.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -208049.218750 Penalty: 2516.421631
	Iteration 33Q: 3 clusters Score -208049.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -208064.781250 Penalty: 2516.421631
	Iteration 34Q: 3 clusters Score -208064.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -208074.531250 Penalty: 2516.421631
	Iteration 35Q: 3 clusters Score -208074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -208081.671875 Penalty: 2516.421631
	Iteration 36Q: 3 clusters Score -208081.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -208088.437500 Penalty: 2516.421631
	Iteration 37Q: 3 clusters Score -208088.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208095.390625 Penalty: 2516.421631
	Iteration 38Q: 3 clusters Score -208095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -208101.343750 Penalty: 2516.421631
	Iteration 39Q: 3 clusters Score -208101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -208108.796875 Penalty: 2516.421631
	Iteration 40F: 3 clusters Score -208108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -208114.140625 Penalty: 2516.421631
	Iteration 41Q: 3 clusters Score -208114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -208119.843750 Penalty: 2516.421631
	Iteration 42Q: 3 clusters Score -208119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -208126.140625 Penalty: 2516.421631
	Iteration 43Q: 3 clusters Score -208126.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -208129.640625 Penalty: 2516.421631
	Iteration 44Q: 3 clusters Score -208129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -208136.656250 Penalty: 2516.421631
	Iteration 45Q: 3 clusters Score -208136.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -208143.593750 Penalty: 2516.421631
	Iteration 46Q: 3 clusters Score -208143.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -208149.421875 Penalty: 2516.421631
	Iteration 47Q: 3 clusters Score -208149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -208153.734375 Penalty: 2516.421631
	Iteration 48Q: 3 clusters Score -208153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -208157.687500 Penalty: 2516.421631
	Iteration 49Q: 3 clusters Score -208157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -208159.781250 Penalty: 2516.421631
	Iteration 50Q: 3 clusters Score -208159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -208162.328125 Penalty: 2516.421631
	Iteration 51Q: 3 clusters Score -208162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -208163.156250 Penalty: 2516.421631
	Iteration 52Q: 3 clusters Score -208163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -208163.640625 Penalty: 2516.421631
	Iteration 53Q: 3 clusters Score -208163.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -208163.640625 Penalty: 2516.421631
	Iteration 54F: 3 clusters Score -208163.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Entering Unmasked Estep 
Score: -513052.437500 Penalty: 1405.079102
	Iteration 0F: 2 clusters Score -513052.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -508564.437500 Penalty: 2810.158203
	Iteration 0F: 3 clusters Score -508564.4 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -509989.843750 Penalty: 2810.158203
	Iteration 1F: 3 clusters Score -509989.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -510244.375000 Penalty: 2810.158203
	Iteration 2F: 3 clusters Score -510244.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -510447.593750 Penalty: 2810.158203
	Iteration 3F: 3 clusters Score -510447.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -510582.906250 Penalty: 2810.158203
	Iteration 4Q: 3 clusters Score -510582.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -510675.718750 Penalty: 2810.158203
	Iteration 5Q: 3 clusters Score -510675.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -510754.562500 Penalty: 2810.158203
	Iteration 6Q: 3 clusters Score -510754.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -510839.656250 Penalty: 2810.158203
	Iteration 7Q: 3 clusters Score -510839.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -510923.968750 Penalty: 2810.158203
	Iteration 8Q: 3 clusters Score -510924 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -511018.375000 Penalty: 2810.158203
	Iteration 9Q: 3 clusters Score -511018.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -511116.468750 Penalty: 2810.158203
	Iteration 10Q: 3 clusters Score -511116.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -511248.156250 Penalty: 2810.158203
	Iteration 11Q: 3 clusters Score -511248.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -511408.187500 Penalty: 2810.158203
	Iteration 12Q: 3 clusters Score -511408.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -511631.687500 Penalty: 2810.158203
	Iteration 13Q: 3 clusters Score -511631.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -511850.187500 Penalty: 2810.158203
	Iteration 14Q: 3 clusters Score -511850.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -512070.062500 Penalty: 2810.158203
	Iteration 15Q: 3 clusters Score -512070.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -512192.531250 Penalty: 2810.158203
	Iteration 16Q: 3 clusters Score -512192.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -512296.968750 Penalty: 2810.158203
	Iteration 17Q: 3 clusters Score -512297 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -512356.812500 Penalty: 2810.158203
	Iteration 18Q: 3 clusters Score -512356.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -512392.781250 Penalty: 2810.158203
	Iteration 19Q: 3 clusters Score -512392.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -512418.093750 Penalty: 2810.158203
	Iteration 20F: 3 clusters Score -512418.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -512435.875000 Penalty: 2810.158203
	Iteration 21Q: 3 clusters Score -512435.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -512450.031250 Penalty: 2810.158203
	Iteration 22Q: 3 clusters Score -512450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -512460.656250 Penalty: 2810.158203
	Iteration 23Q: 3 clusters Score -512460.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -512470.625000 Penalty: 2810.158203
	Iteration 24Q: 3 clusters Score -512470.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -512486.218750 Penalty: 2810.158203
	Iteration 25Q: 3 clusters Score -512486.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -512495.656250 Penalty: 2810.158203
	Iteration 26Q: 3 clusters Score -512495.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -512508.156250 Penalty: 2810.158203
	Iteration 27Q: 3 clusters Score -512508.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -512520.125000 Penalty: 2810.158203
	Iteration 28Q: 3 clusters Score -512520.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -512534.093750 Penalty: 2810.158203
	Iteration 29Q: 3 clusters Score -512534.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -512558.625000 Penalty: 2810.158203
	Iteration 30Q: 3 clusters Score -512558.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -512599.625000 Penalty: 2810.158203
	Iteration 31Q: 3 clusters Score -512599.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -512656.062500 Penalty: 2810.158203
	Iteration 32Q: 3 clusters Score -512656.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -512708.937500 Penalty: 2810.158203
	Iteration 33Q: 3 clusters Score -512708.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -512743.937500 Penalty: 2810.158203
	Iteration 34Q: 3 clusters Score -512743.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -512779.781250 Penalty: 2810.158203
	Iteration 35Q: 3 clusters Score -512779.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -512807.593750 Penalty: 2810.158203
	Iteration 36Q: 3 clusters Score -512807.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -512828.000000 Penalty: 2810.158203
	Iteration 37Q: 3 clusters Score -512828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -512843.500000 Penalty: 2810.158203
	Iteration 38Q: 3 clusters Score -512843.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -512849.062500 Penalty: 2810.158203
	Iteration 39Q: 3 clusters Score -512849.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -512851.375000 Penalty: 2810.158203
	Iteration 40F: 3 clusters Score -512851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -512852.875000 Penalty: 2810.158203
	Iteration 41Q: 3 clusters Score -512852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -512853.281250 Penalty: 2810.158203
	Iteration 42Q: 3 clusters Score -512853.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -512853.281250 Penalty: 2810.158203
	Iteration 43F: 3 clusters Score -512853.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Entering Unmasked Estep 
Score: -4601492.500000 Penalty: 1754.838135
	Iteration 0F: 2 clusters Score -4601492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4575347.500000 Penalty: 3509.676270
	Iteration 0F: 3 clusters Score -4575348 nChanged 22958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4588382.000000 Penalty: 3509.676270
	Iteration 1F: 3 clusters Score -4588382 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4589107.000000 Penalty: 3509.676270
	Iteration 2Q: 3 clusters Score -4589107 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4590308.500000 Penalty: 3509.676270
	Iteration 3F: 3 clusters Score -4590308 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4591957.500000 Penalty: 3509.676270
	Iteration 4F: 3 clusters Score -4591958 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -4593215.500000 Penalty: 3509.676270
	Iteration 5F: 3 clusters Score -4593216 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4594330.000000 Penalty: 3509.676270
	Iteration 6F: 3 clusters Score -4594330 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -4595254.500000 Penalty: 3509.676270
	Iteration 7Q: 3 clusters Score -4595254 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4595941.000000 Penalty: 3509.676270
	Iteration 8Q: 3 clusters Score -4595941 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -4596367.000000 Penalty: 3509.676270
	Iteration 9Q: 3 clusters Score -4596367 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -4596637.500000 Penalty: 3509.676270
	Iteration 10Q: 3 clusters Score -4596638 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -4596858.000000 Penalty: 3509.676270
	Iteration 11Q: 3 clusters Score -4596858 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4596975.000000 Penalty: 3509.676270
	Iteration 12Q: 3 clusters Score -4596975 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4597064.500000 Penalty: 3509.676270
	Iteration 13Q: 3 clusters Score -4597064 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4597133.500000 Penalty: 3509.676270
	Iteration 14Q: 3 clusters Score -4597134 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4597247.500000 Penalty: 3509.676270
	Iteration 15Q: 3 clusters Score -4597248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4597297.500000 Penalty: 3509.676270
	Iteration 16Q: 3 clusters Score -4597298 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -4597358.000000 Penalty: 3509.676270
	Iteration 17Q: 3 clusters Score -4597358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4597409.000000 Penalty: 3509.676270
	Iteration 18Q: 3 clusters Score -4597409 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4597482.000000 Penalty: 3509.676270
	Iteration 19Q: 3 clusters Score -4597482 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4597516.500000 Penalty: 3509.676270
	Iteration 20F: 3 clusters Score -4597516 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4597545.500000 Penalty: 3509.676270
	Iteration 21Q: 3 clusters Score -4597546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4597591.000000 Penalty: 3509.676270
	Iteration 22Q: 3 clusters Score -4597591 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4597630.500000 Penalty: 3509.676270
	Iteration 23Q: 3 clusters Score -4597630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4597672.500000 Penalty: 3509.676270
	Iteration 24Q: 3 clusters Score -4597672 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4597687.000000 Penalty: 3509.676270
	Iteration 25Q: 3 clusters Score -4597687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4597701.000000 Penalty: 3509.676270
	Iteration 26Q: 3 clusters Score -4597701 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4597728.000000 Penalty: 3509.676270
	Iteration 27Q: 3 clusters Score -4597728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -4597736.500000 Penalty: 3509.676270
	Iteration 28Q: 3 clusters Score -4597736 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4597757.500000 Penalty: 3509.676270
	Iteration 29Q: 3 clusters Score -4597758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4597782.000000 Penalty: 3509.676270
	Iteration 30Q: 3 clusters Score -4597782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -4597793.000000 Penalty: 3509.676270
	Iteration 31Q: 3 clusters Score -4597793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4597823.000000 Penalty: 3509.676270
	Iteration 32Q: 3 clusters Score -4597823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4597835.500000 Penalty: 3509.676270
	Iteration 33Q: 3 clusters Score -4597836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4597858.500000 Penalty: 3509.676270
	Iteration 34Q: 3 clusters Score -4597858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4597878.500000 Penalty: 3509.676270
	Iteration 35Q: 3 clusters Score -4597878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4597901.000000 Penalty: 3509.676270
	Iteration 36Q: 3 clusters Score -4597901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4597916.500000 Penalty: 3509.676270
	Iteration 37Q: 3 clusters Score -4597916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4597932.500000 Penalty: 3509.676270
	Iteration 38Q: 3 clusters Score -4597932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -4597939.500000 Penalty: 3509.676270
	Iteration 39Q: 3 clusters Score -4597940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4597943.000000 Penalty: 3509.676270
	Iteration 40F: 3 clusters Score -4597943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4597947.500000 Penalty: 3509.676270
	Iteration 41Q: 3 clusters Score -4597948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4597972.500000 Penalty: 3509.676270
	Iteration 42Q: 3 clusters Score -4597972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4597977.000000 Penalty: 3509.676270
	Iteration 43Q: 3 clusters Score -4597977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -4598012.500000 Penalty: 3509.676270
	Iteration 44Q: 3 clusters Score -4598012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4598017.500000 Penalty: 3509.676270
	Iteration 45Q: 3 clusters Score -4598018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4598028.500000 Penalty: 3509.676270
	Iteration 46Q: 3 clusters Score -4598028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4598027.000000 Penalty: 3509.676270
	Iteration 47Q: 3 clusters Score -4598027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4598028.000000 Penalty: 3509.676270
	Iteration 48Q: 3 clusters Score -4598028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4598032.500000 Penalty: 3509.676270
	Iteration 49Q: 3 clusters Score -4598032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4598045.500000 Penalty: 3509.676270
	Iteration 50Q: 3 clusters Score -4598046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4598051.500000 Penalty: 3509.676270
	Iteration 51Q: 3 clusters Score -4598052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4598064.000000 Penalty: 3509.676270
	Iteration 52Q: 3 clusters Score -4598064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4598066.000000 Penalty: 3509.676270
	Iteration 53Q: 3 clusters Score -4598066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4598068.000000 Penalty: 3509.676270
	Iteration 54Q: 3 clusters Score -4598068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4598078.000000 Penalty: 3509.676270
	Iteration 55Q: 3 clusters Score -4598078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4598085.500000 Penalty: 3509.676270
	Iteration 56Q: 3 clusters Score -4598086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4598094.000000 Penalty: 3509.676270
	Iteration 57Q: 3 clusters Score -4598094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4598091.500000 Penalty: 3509.676270
	Iteration 58Q: 3 clusters Score -4598092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4598086.000000 Penalty: 3509.676270
	Iteration 59Q: 3 clusters Score -4598086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4598088.500000 Penalty: 3509.676270
	Iteration 60F: 3 clusters Score -4598088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4598092.000000 Penalty: 3509.676270
	Iteration 61Q: 3 clusters Score -4598092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4598096.500000 Penalty: 3509.676270
	Iteration 62Q: 3 clusters Score -4598096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4598092.000000 Penalty: 3509.676270
	Iteration 63Q: 3 clusters Score -4598092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4598089.500000 Penalty: 3509.676270
	Iteration 64Q: 3 clusters Score -4598090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4598087.500000 Penalty: 3509.676270
	Iteration 65Q: 3 clusters Score -4598088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4598079.500000 Penalty: 3509.676270
	Iteration 66Q: 3 clusters Score -4598080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4598076.000000 Penalty: 3509.676270
	Iteration 67Q: 3 clusters Score -4598076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4598076.000000 Penalty: 3509.676270
	Iteration 68Q: 3 clusters Score -4598076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4598073.500000 Penalty: 3509.676270
	Iteration 69Q: 3 clusters Score -4598074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4598079.000000 Penalty: 3509.676270
	Iteration 70Q: 3 clusters Score -4598079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4598079.500000 Penalty: 3509.676270
	Iteration 71Q: 3 clusters Score -4598080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4598082.000000 Penalty: 3509.676270
	Iteration 72Q: 3 clusters Score -4598082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4598085.000000 Penalty: 3509.676270
	Iteration 73Q: 3 clusters Score -4598085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -4598088.000000 Penalty: 3509.676270
	Iteration 74Q: 3 clusters Score -4598088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4598093.000000 Penalty: 3509.676270
	Iteration 75Q: 3 clusters Score -4598093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4598087.000000 Penalty: 3509.676270
	Iteration 76Q: 3 clusters Score -4598087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4598087.000000 Penalty: 3509.676270
	Iteration 77F: 3 clusters Score -4598087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Entering Unmasked Estep 
Score: -1983931.875000 Penalty: 1629.937378
	Iteration 0F: 2 clusters Score -1983932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1968605.750000 Penalty: 3259.874756
	Iteration 0F: 3 clusters Score -1968606 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1974454.500000 Penalty: 3259.874756
	Iteration 1F: 3 clusters Score -1974454 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1974903.375000 Penalty: 3259.874756
	Iteration 2F: 3 clusters Score -1974903 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1975315.000000 Penalty: 3259.874756
	Iteration 3Q: 3 clusters Score -1975315 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1975683.375000 Penalty: 3259.874756
	Iteration 4Q: 3 clusters Score -1975683 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1976044.125000 Penalty: 3259.874756
	Iteration 5Q: 3 clusters Score -1976044 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1976394.000000 Penalty: 3259.874756
	Iteration 6Q: 3 clusters Score -1976394 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1976700.750000 Penalty: 3259.874756
	Iteration 7Q: 3 clusters Score -1976701 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1977010.625000 Penalty: 3259.874756
	Iteration 8Q: 3 clusters Score -1977011 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1977318.750000 Penalty: 3259.874756
	Iteration 9Q: 3 clusters Score -1977319 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1977629.250000 Penalty: 3259.874756
	Iteration 10Q: 3 clusters Score -1977629 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1977960.000000 Penalty: 3259.874756
	Iteration 11Q: 3 clusters Score -1977960 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1978282.875000 Penalty: 3259.874756
	Iteration 12Q: 3 clusters Score -1978283 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1978604.375000 Penalty: 3259.874756
	Iteration 13Q: 3 clusters Score -1978604 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1978962.000000 Penalty: 3259.874756
	Iteration 14Q: 3 clusters Score -1978962 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1979321.250000 Penalty: 3259.874756
	Iteration 15Q: 3 clusters Score -1979321 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1979615.250000 Penalty: 3259.874756
	Iteration 16Q: 3 clusters Score -1979615 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1979841.125000 Penalty: 3259.874756
	Iteration 17Q: 3 clusters Score -1979841 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1980015.500000 Penalty: 3259.874756
	Iteration 18Q: 3 clusters Score -1980016 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1980139.375000 Penalty: 3259.874756
	Iteration 19Q: 3 clusters Score -1980139 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1980237.125000 Penalty: 3259.874756
	Iteration 20F: 3 clusters Score -1980237 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1980326.875000 Penalty: 3259.874756
	Iteration 21Q: 3 clusters Score -1980327 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1980419.375000 Penalty: 3259.874756
	Iteration 22Q: 3 clusters Score -1980419 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1980491.500000 Penalty: 3259.874756
	Iteration 23Q: 3 clusters Score -1980492 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1980552.875000 Penalty: 3259.874756
	Iteration 24Q: 3 clusters Score -1980553 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1980632.750000 Penalty: 3259.874756
	Iteration 25Q: 3 clusters Score -1980633 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1980684.250000 Penalty: 3259.874756
	Iteration 26Q: 3 clusters Score -1980684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1980751.375000 Penalty: 3259.874756
	Iteration 27Q: 3 clusters Score -1980751 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1980805.625000 Penalty: 3259.874756
	Iteration 28Q: 3 clusters Score -1980806 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1980872.500000 Penalty: 3259.874756
	Iteration 29Q: 3 clusters Score -1980872 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1980947.625000 Penalty: 3259.874756
	Iteration 30Q: 3 clusters Score -1980948 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1981032.750000 Penalty: 3259.874756
	Iteration 31Q: 3 clusters Score -1981033 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1981116.500000 Penalty: 3259.874756
	Iteration 32Q: 3 clusters Score -1981116 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1981191.625000 Penalty: 3259.874756
	Iteration 33Q: 3 clusters Score -1981192 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1981263.875000 Penalty: 3259.874756
	Iteration 34Q: 3 clusters Score -1981264 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1981353.875000 Penalty: 3259.874756
	Iteration 35Q: 3 clusters Score -1981354 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1981418.250000 Penalty: 3259.874756
	Iteration 36Q: 3 clusters Score -1981418 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1981475.125000 Penalty: 3259.874756
	Iteration 37Q: 3 clusters Score -1981475 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1981525.500000 Penalty: 3259.874756
	Iteration 38Q: 3 clusters Score -1981526 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1981572.750000 Penalty: 3259.874756
	Iteration 39Q: 3 clusters Score -1981573 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1981622.000000 Penalty: 3259.874756
	Iteration 40F: 3 clusters Score -1981622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1981654.500000 Penalty: 3259.874756
	Iteration 41Q: 3 clusters Score -1981654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1981696.750000 Penalty: 3259.874756
	Iteration 42Q: 3 clusters Score -1981697 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1981725.625000 Penalty: 3259.874756
	Iteration 43Q: 3 clusters Score -1981726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1981753.750000 Penalty: 3259.874756
	Iteration 44Q: 3 clusters Score -1981754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1981778.500000 Penalty: 3259.874756
	Iteration 45Q: 3 clusters Score -1981778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1981793.375000 Penalty: 3259.874756
	Iteration 46Q: 3 clusters Score -1981793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1981807.000000 Penalty: 3259.874756
	Iteration 47Q: 3 clusters Score -1981807 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1981817.250000 Penalty: 3259.874756
	Iteration 48Q: 3 clusters Score -1981817 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1981834.875000 Penalty: 3259.874756
	Iteration 49Q: 3 clusters Score -1981835 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1981849.875000 Penalty: 3259.874756
	Iteration 50Q: 3 clusters Score -1981850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1981860.000000 Penalty: 3259.874756
	Iteration 51Q: 3 clusters Score -1981860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1981867.500000 Penalty: 3259.874756
	Iteration 52Q: 3 clusters Score -1981868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1981881.125000 Penalty: 3259.874756
	Iteration 53Q: 3 clusters Score -1981881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1981888.000000 Penalty: 3259.874756
	Iteration 54Q: 3 clusters Score -1981888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1981894.875000 Penalty: 3259.874756
	Iteration 55Q: 3 clusters Score -1981895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1981898.375000 Penalty: 3259.874756
	Iteration 56Q: 3 clusters Score -1981898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1981898.250000 Penalty: 3259.874756
	Iteration 57Q: 3 clusters Score -1981898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1981898.875000 Penalty: 3259.874756
	Iteration 58Q: 3 clusters Score -1981899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1981912.000000 Penalty: 3259.874756
	Iteration 59Q: 3 clusters Score -1981912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1981912.625000 Penalty: 3259.874756
	Iteration 60F: 3 clusters Score -1981913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1981912.625000 Penalty: 3259.874756
	Iteration 61Q: 3 clusters Score -1981913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1981909.000000 Penalty: 3259.874756
	Iteration 62Q: 3 clusters Score -1981909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1981911.250000 Penalty: 3259.874756
	Iteration 63Q: 3 clusters Score -1981911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1981917.125000 Penalty: 3259.874756
	Iteration 64Q: 3 clusters Score -1981917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1981917.125000 Penalty: 3259.874756
	Iteration 65Q: 3 clusters Score -1981917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1981917.125000 Penalty: 3259.874756
	Iteration 66Q: 3 clusters Score -1981917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1981922.125000 Penalty: 3259.874756
	Iteration 67Q: 3 clusters Score -1981922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1981919.125000 Penalty: 3259.874756
	Iteration 68Q: 3 clusters Score -1981919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1981920.500000 Penalty: 3259.874756
	Iteration 69Q: 3 clusters Score -1981920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1981918.500000 Penalty: 3259.874756
	Iteration 70Q: 3 clusters Score -1981918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1981917.750000 Penalty: 3259.874756
	Iteration 71Q: 3 clusters Score -1981918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1981916.625000 Penalty: 3259.874756
	Iteration 72Q: 3 clusters Score -1981917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1981916.500000 Penalty: 3259.874756
	Iteration 73Q: 3 clusters Score -1981916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1981915.250000 Penalty: 3259.874756
	Iteration 74Q: 3 clusters Score -1981915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1981920.125000 Penalty: 3259.874756
	Iteration 75Q: 3 clusters Score -1981920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1981924.375000 Penalty: 3259.874756
	Iteration 76Q: 3 clusters Score -1981924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1981928.000000 Penalty: 3259.874756
	Iteration 77Q: 3 clusters Score -1981928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1981928.125000 Penalty: 3259.874756
	Iteration 78Q: 3 clusters Score -1981928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1981931.375000 Penalty: 3259.874756
	Iteration 79Q: 3 clusters Score -1981931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1981928.500000 Penalty: 3259.874756
	Iteration 80F: 3 clusters Score -1981928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1981928.875000 Penalty: 3259.874756
	Iteration 81Q: 3 clusters Score -1981929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1981926.000000 Penalty: 3259.874756
	Iteration 82Q: 3 clusters Score -1981926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1981928.375000 Penalty: 3259.874756
	Iteration 83Q: 3 clusters Score -1981928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1981928.625000 Penalty: 3259.874756
	Iteration 84Q: 3 clusters Score -1981929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1981928.625000 Penalty: 3259.874756
	Iteration 85F: 3 clusters Score -1981929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Entering Unmasked Estep 
Score: -3761306.250000 Penalty: 1714.900024
	Iteration 0F: 2 clusters Score -3761306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3739154.750000 Penalty: 3429.800049
	Iteration 0F: 3 clusters Score -3739155 nChanged 17871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3748954.000000 Penalty: 3429.800049
	Iteration 1F: 3 clusters Score -3748954 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3749265.500000 Penalty: 3429.800049
	Iteration 2Q: 3 clusters Score -3749266 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3749575.500000 Penalty: 3429.800049
	Iteration 3Q: 3 clusters Score -3749576 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3749884.750000 Penalty: 3429.800049
	Iteration 4Q: 3 clusters Score -3749885 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3750252.500000 Penalty: 3429.800049
	Iteration 5Q: 3 clusters Score -3750252 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3750596.750000 Penalty: 3429.800049
	Iteration 6Q: 3 clusters Score -3750597 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3751006.000000 Penalty: 3429.800049
	Iteration 7Q: 3 clusters Score -3751006 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3751499.750000 Penalty: 3429.800049
	Iteration 8Q: 3 clusters Score -3751500 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3752144.500000 Penalty: 3429.800049
	Iteration 9Q: 3 clusters Score -3752144 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3752824.750000 Penalty: 3429.800049
	Iteration 10Q: 3 clusters Score -3752825 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3753551.500000 Penalty: 3429.800049
	Iteration 11Q: 3 clusters Score -3753552 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3754226.500000 Penalty: 3429.800049
	Iteration 12Q: 3 clusters Score -3754226 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3754868.000000 Penalty: 3429.800049
	Iteration 13Q: 3 clusters Score -3754868 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3755449.500000 Penalty: 3429.800049
	Iteration 14Q: 3 clusters Score -3755450 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3756002.000000 Penalty: 3429.800049
	Iteration 15Q: 3 clusters Score -3756002 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3756447.750000 Penalty: 3429.800049
	Iteration 16Q: 3 clusters Score -3756448 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3756843.250000 Penalty: 3429.800049
	Iteration 17Q: 3 clusters Score -3756843 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3757183.000000 Penalty: 3429.800049
	Iteration 18Q: 3 clusters Score -3757183 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3757495.000000 Penalty: 3429.800049
	Iteration 19Q: 3 clusters Score -3757495 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3757770.750000 Penalty: 3429.800049
	Iteration 20F: 3 clusters Score -3757771 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3757974.250000 Penalty: 3429.800049
	Iteration 21Q: 3 clusters Score -3757974 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3758196.750000 Penalty: 3429.800049
	Iteration 22Q: 3 clusters Score -3758197 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3758433.000000 Penalty: 3429.800049
	Iteration 23Q: 3 clusters Score -3758433 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3758664.750000 Penalty: 3429.800049
	Iteration 24Q: 3 clusters Score -3758665 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3758926.000000 Penalty: 3429.800049
	Iteration 25Q: 3 clusters Score -3758926 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3759221.500000 Penalty: 3429.800049
	Iteration 26Q: 3 clusters Score -3759222 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3759373.750000 Penalty: 3429.800049
	Iteration 27Q: 3 clusters Score -3759374 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3759435.750000 Penalty: 3429.800049
	Iteration 28Q: 3 clusters Score -3759436 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3759471.750000 Penalty: 3429.800049
	Iteration 29Q: 3 clusters Score -3759472 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3759523.500000 Penalty: 3429.800049
	Iteration 30Q: 3 clusters Score -3759524 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3759544.750000 Penalty: 3429.800049
	Iteration 31Q: 3 clusters Score -3759545 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3759539.250000 Penalty: 3429.800049
	Iteration 32Q: 3 clusters Score -3759539 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3759608.500000 Penalty: 3429.800049
	Iteration 33Q: 3 clusters Score -3759608 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3759665.000000 Penalty: 3429.800049
	Iteration 34Q: 3 clusters Score -3759665 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3759700.750000 Penalty: 3429.800049
	Iteration 35Q: 3 clusters Score -3759701 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3759719.750000 Penalty: 3429.800049
	Iteration 36Q: 3 clusters Score -3759720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3759756.750000 Penalty: 3429.800049
	Iteration 37Q: 3 clusters Score -3759757 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3759771.250000 Penalty: 3429.800049
	Iteration 38Q: 3 clusters Score -3759771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3759786.500000 Penalty: 3429.800049
	Iteration 39Q: 3 clusters Score -3759786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3759821.750000 Penalty: 3429.800049
	Iteration 40F: 3 clusters Score -3759822 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3759831.750000 Penalty: 3429.800049
	Iteration 41Q: 3 clusters Score -3759832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3759840.500000 Penalty: 3429.800049
	Iteration 42Q: 3 clusters Score -3759840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3759879.250000 Penalty: 3429.800049
	Iteration 43Q: 3 clusters Score -3759879 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3759893.500000 Penalty: 3429.800049
	Iteration 44Q: 3 clusters Score -3759894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3759908.250000 Penalty: 3429.800049
	Iteration 45Q: 3 clusters Score -3759908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3759905.250000 Penalty: 3429.800049
	Iteration 46Q: 3 clusters Score -3759905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3759903.250000 Penalty: 3429.800049
	Iteration 47Q: 3 clusters Score -3759903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3759919.500000 Penalty: 3429.800049
	Iteration 48Q: 3 clusters Score -3759920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3759925.250000 Penalty: 3429.800049
	Iteration 49Q: 3 clusters Score -3759925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3759927.250000 Penalty: 3429.800049
	Iteration 50Q: 3 clusters Score -3759927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3759929.500000 Penalty: 3429.800049
	Iteration 51Q: 3 clusters Score -3759930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3759933.500000 Penalty: 3429.800049
	Iteration 52Q: 3 clusters Score -3759934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3759950.250000 Penalty: 3429.800049
	Iteration 53Q: 3 clusters Score -3759950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3759950.750000 Penalty: 3429.800049
	Iteration 54Q: 3 clusters Score -3759951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3759955.000000 Penalty: 3429.800049
	Iteration 55Q: 3 clusters Score -3759955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3759951.500000 Penalty: 3429.800049
	Iteration 56Q: 3 clusters Score -3759952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3759958.500000 Penalty: 3429.800049
	Iteration 57Q: 3 clusters Score -3759958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3759951.750000 Penalty: 3429.800049
	Iteration 58Q: 3 clusters Score -3759952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3759960.000000 Penalty: 3429.800049
	Iteration 59Q: 3 clusters Score -3759960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3759953.750000 Penalty: 3429.800049
	Iteration 60F: 3 clusters Score -3759954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3759950.500000 Penalty: 3429.800049
	Iteration 61Q: 3 clusters Score -3759950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3759957.500000 Penalty: 3429.800049
	Iteration 62Q: 3 clusters Score -3759958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3759962.000000 Penalty: 3429.800049
	Iteration 63Q: 3 clusters Score -3759962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3759961.750000 Penalty: 3429.800049
	Iteration 64Q: 3 clusters Score -3759962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3759966.250000 Penalty: 3429.800049
	Iteration 65Q: 3 clusters Score -3759966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3759967.750000 Penalty: 3429.800049
	Iteration 66Q: 3 clusters Score -3759968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3759955.000000 Penalty: 3429.800049
	Iteration 67Q: 3 clusters Score -3759955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3759962.500000 Penalty: 3429.800049
	Iteration 68Q: 3 clusters Score -3759962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3759960.250000 Penalty: 3429.800049
	Iteration 69Q: 3 clusters Score -3759960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3759961.000000 Penalty: 3429.800049
	Iteration 70Q: 3 clusters Score -3759961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3759961.250000 Penalty: 3429.800049
	Iteration 71Q: 3 clusters Score -3759961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3759965.000000 Penalty: 3429.800049
	Iteration 72Q: 3 clusters Score -3759965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3759969.500000 Penalty: 3429.800049
	Iteration 73Q: 3 clusters Score -3759970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3759974.000000 Penalty: 3429.800049
	Iteration 74Q: 3 clusters Score -3759974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3759977.500000 Penalty: 3429.800049
	Iteration 75Q: 3 clusters Score -3759978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3759983.500000 Penalty: 3429.800049
	Iteration 76Q: 3 clusters Score -3759984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3759977.000000 Penalty: 3429.800049
	Iteration 77Q: 3 clusters Score -3759977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3759980.000000 Penalty: 3429.800049
	Iteration 78Q: 3 clusters Score -3759980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3759980.500000 Penalty: 3429.800049
	Iteration 79Q: 3 clusters Score -3759980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3759980.750000 Penalty: 3429.800049
	Iteration 80F: 3 clusters Score -3759981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Entering Unmasked Estep 
Score: -3638363.000000 Penalty: 1713.643677
	Iteration 0F: 2 clusters Score -3638363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3613227.250000 Penalty: 3427.287354
	Iteration 0F: 3 clusters Score -3613227 nChanged 17786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3622965.750000 Penalty: 3427.287354
	Iteration 1F: 3 clusters Score -3622966 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3623430.250000 Penalty: 3427.287354
	Iteration 2Q: 3 clusters Score -3623430 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3623875.500000 Penalty: 3427.287354
	Iteration 3Q: 3 clusters Score -3623876 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3624409.000000 Penalty: 3427.287354
	Iteration 4Q: 3 clusters Score -3624409 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3625087.000000 Penalty: 3427.287354
	Iteration 5Q: 3 clusters Score -3625087 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3625998.250000 Penalty: 3427.287354
	Iteration 6F: 3 clusters Score -3625998 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3627322.250000 Penalty: 3427.287354
	Iteration 7F: 3 clusters Score -3627322 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3628960.500000 Penalty: 3427.287354
	Iteration 8F: 3 clusters Score -3628960 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3630700.250000 Penalty: 3427.287354
	Iteration 9F: 3 clusters Score -3630700 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3632157.000000 Penalty: 3427.287354
	Iteration 10Q: 3 clusters Score -3632157 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3633258.750000 Penalty: 3427.287354
	Iteration 11Q: 3 clusters Score -3633259 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3634332.750000 Penalty: 3427.287354
	Iteration 12Q: 3 clusters Score -3634333 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3635442.000000 Penalty: 3427.287354
	Iteration 13Q: 3 clusters Score -3635442 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3636218.000000 Penalty: 3427.287354
	Iteration 14Q: 3 clusters Score -3636218 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3636664.000000 Penalty: 3427.287354
	Iteration 15Q: 3 clusters Score -3636664 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3636980.750000 Penalty: 3427.287354
	Iteration 16Q: 3 clusters Score -3636981 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3637162.750000 Penalty: 3427.287354
	Iteration 17Q: 3 clusters Score -3637163 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3637241.750000 Penalty: 3427.287354
	Iteration 18Q: 3 clusters Score -3637242 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3637292.000000 Penalty: 3427.287354
	Iteration 19Q: 3 clusters Score -3637292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3637311.500000 Penalty: 3427.287354
	Iteration 20F: 3 clusters Score -3637312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3637334.750000 Penalty: 3427.287354
	Iteration 21Q: 3 clusters Score -3637335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3637347.250000 Penalty: 3427.287354
	Iteration 22Q: 3 clusters Score -3637347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3637362.500000 Penalty: 3427.287354
	Iteration 23Q: 3 clusters Score -3637362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3637368.250000 Penalty: 3427.287354
	Iteration 24Q: 3 clusters Score -3637368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3637378.500000 Penalty: 3427.287354
	Iteration 25Q: 3 clusters Score -3637378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3637380.750000 Penalty: 3427.287354
	Iteration 26Q: 3 clusters Score -3637381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3637380.750000 Penalty: 3427.287354
	Iteration 27Q: 3 clusters Score -3637381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3637385.750000 Penalty: 3427.287354
	Iteration 28Q: 3 clusters Score -3637386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3637381.000000 Penalty: 3427.287354
	Iteration 29Q: 3 clusters Score -3637381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3637381.750000 Penalty: 3427.287354
	Iteration 30Q: 3 clusters Score -3637382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3637380.750000 Penalty: 3427.287354
	Iteration 31Q: 3 clusters Score -3637381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3637383.500000 Penalty: 3427.287354
	Iteration 32Q: 3 clusters Score -3637384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3637384.000000 Penalty: 3427.287354
	Iteration 33Q: 3 clusters Score -3637384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3637384.250000 Penalty: 3427.287354
	Iteration 34Q: 3 clusters Score -3637384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3637383.750000 Penalty: 3427.287354
	Iteration 35Q: 3 clusters Score -3637384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3637383.750000 Penalty: 3427.287354
	Iteration 36F: 3 clusters Score -3637384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -125533.203125 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -125533.2 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 710 members 
Entering Unmasked Estep 
Score: -123789.562500 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -123789.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -124107.523438 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -124107.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124177.062500 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -124177.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -124220.203125 Penalty: 2362.398926
	Iteration 3Q: 3 clusters Score -124220.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -124247.914062 Penalty: 2362.398926
	Iteration 4Q: 3 clusters Score -124247.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -124273.585938 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -124273.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124286.570312 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -124286.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -124297.117188 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -124297.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -124307.195312 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -124307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -124316.664062 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -124316.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124324.390625 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -124324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124332.703125 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -124332.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124337.484375 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -124337.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -124343.562500 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -124343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124346.585938 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -124346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124347.835938 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -124347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -124349.078125 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -124349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -124349.531250 Penalty: 2362.398926
	Iteration 17Q: 3 clusters Score -124349.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -124349.531250 Penalty: 2362.398926
	Iteration 18F: 3 clusters Score -124349.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -211104.078125 Penalty: 1257.504272
	Iteration 0F: 2 clusters Score -211104.1 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 1142 members 
Entering Unmasked Estep 
Score: -208829.859375 Penalty: 2515.008545
	Iteration 0F: 3 clusters Score -208829.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -209353.250000 Penalty: 2515.008545
	Iteration 1F: 3 clusters Score -209353.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -209509.656250 Penalty: 2515.008545
	Iteration 2F: 3 clusters Score -209509.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -209609.109375 Penalty: 2515.008545
	Iteration 3F: 3 clusters Score -209609.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -209677.218750 Penalty: 2515.008545
	Iteration 4Q: 3 clusters Score -209677.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -209746.171875 Penalty: 2515.008545
	Iteration 5Q: 3 clusters Score -209746.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -209804.921875 Penalty: 2515.008545
	Iteration 6Q: 3 clusters Score -209804.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -209863.140625 Penalty: 2515.008545
	Iteration 7Q: 3 clusters Score -209863.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -209913.953125 Penalty: 2515.008545
	Iteration 8Q: 3 clusters Score -209914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -209979.875000 Penalty: 2515.008545
	Iteration 9Q: 3 clusters Score -209979.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -210046.906250 Penalty: 2515.008545
	Iteration 10Q: 3 clusters Score -210046.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -210094.281250 Penalty: 2515.008545
	Iteration 11Q: 3 clusters Score -210094.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210148.671875 Penalty: 2515.008545
	Iteration 12Q: 3 clusters Score -210148.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210215.015625 Penalty: 2515.008545
	Iteration 13Q: 3 clusters Score -210215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -210265.281250 Penalty: 2515.008545
	Iteration 14Q: 3 clusters Score -210265.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210296.046875 Penalty: 2515.008545
	Iteration 15Q: 3 clusters Score -210296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -210315.156250 Penalty: 2515.008545
	Iteration 16Q: 3 clusters Score -210315.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -210331.562500 Penalty: 2515.008545
	Iteration 17Q: 3 clusters Score -210331.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -210345.140625 Penalty: 2515.008545
	Iteration 18Q: 3 clusters Score -210345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -210354.703125 Penalty: 2515.008545
	Iteration 19Q: 3 clusters Score -210354.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -210361.421875 Penalty: 2515.008545
	Iteration 20F: 3 clusters Score -210361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -210367.218750 Penalty: 2515.008545
	Iteration 21Q: 3 clusters Score -210367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -210370.359375 Penalty: 2515.008545
	Iteration 22Q: 3 clusters Score -210370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -210372.750000 Penalty: 2515.008545
	Iteration 23Q: 3 clusters Score -210372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210374.703125 Penalty: 2515.008545
	Iteration 24Q: 3 clusters Score -210374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -210376.890625 Penalty: 2515.008545
	Iteration 25Q: 3 clusters Score -210376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -210378.671875 Penalty: 2515.008545
	Iteration 26Q: 3 clusters Score -210378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -210378.671875 Penalty: 2515.008545
	Iteration 27F: 3 clusters Score -210378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Entering Unmasked Estep 
Score: -3742697.000000 Penalty: 1717.751465
	Iteration 0F: 2 clusters Score -3742697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3718507.500000 Penalty: 3435.502930
	Iteration 0F: 3 clusters Score -3718508 nChanged 18211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3728592.750000 Penalty: 3435.502930
	Iteration 1F: 3 clusters Score -3728593 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3729042.250000 Penalty: 3435.502930
	Iteration 2Q: 3 clusters Score -3729042 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3729487.500000 Penalty: 3435.502930
	Iteration 3Q: 3 clusters Score -3729488 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3730028.750000 Penalty: 3435.502930
	Iteration 4Q: 3 clusters Score -3730029 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3730755.500000 Penalty: 3435.502930
	Iteration 5Q: 3 clusters Score -3730756 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3731535.750000 Penalty: 3435.502930
	Iteration 6Q: 3 clusters Score -3731536 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3732321.250000 Penalty: 3435.502930
	Iteration 7Q: 3 clusters Score -3732321 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3733216.000000 Penalty: 3435.502930
	Iteration 8Q: 3 clusters Score -3733216 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3734120.750000 Penalty: 3435.502930
	Iteration 9Q: 3 clusters Score -3734121 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3735146.000000 Penalty: 3435.502930
	Iteration 10Q: 3 clusters Score -3735146 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3736369.500000 Penalty: 3435.502930
	Iteration 11Q: 3 clusters Score -3736370 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3737737.750000 Penalty: 3435.502930
	Iteration 12Q: 3 clusters Score -3737738 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3738881.750000 Penalty: 3435.502930
	Iteration 13Q: 3 clusters Score -3738882 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3739571.750000 Penalty: 3435.502930
	Iteration 14Q: 3 clusters Score -3739572 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3740022.250000 Penalty: 3435.502930
	Iteration 15Q: 3 clusters Score -3740022 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3740406.750000 Penalty: 3435.502930
	Iteration 16Q: 3 clusters Score -3740407 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3740718.250000 Penalty: 3435.502930
	Iteration 17Q: 3 clusters Score -3740718 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3740945.750000 Penalty: 3435.502930
	Iteration 18Q: 3 clusters Score -3740946 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3741200.250000 Penalty: 3435.502930
	Iteration 19Q: 3 clusters Score -3741200 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3741428.500000 Penalty: 3435.502930
	Iteration 20F: 3 clusters Score -3741428 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3741626.250000 Penalty: 3435.502930
	Iteration 21Q: 3 clusters Score -3741626 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3741775.500000 Penalty: 3435.502930
	Iteration 22Q: 3 clusters Score -3741776 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3741845.250000 Penalty: 3435.502930
	Iteration 23Q: 3 clusters Score -3741845 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3741864.000000 Penalty: 3435.502930
	Iteration 24Q: 3 clusters Score -3741864 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3741879.000000 Penalty: 3435.502930
	Iteration 25Q: 3 clusters Score -3741879 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3741886.250000 Penalty: 3435.502930
	Iteration 26Q: 3 clusters Score -3741886 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3741854.750000 Penalty: 3435.502930
	Iteration 27Q: 3 clusters Score -3741855 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3741841.750000 Penalty: 3435.502930
	Iteration 28Q: 3 clusters Score -3741842 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3741838.500000 Penalty: 3435.502930
	Iteration 29Q: 3 clusters Score -3741838 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3741826.500000 Penalty: 3435.502930
	Iteration 30Q: 3 clusters Score -3741826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3741803.500000 Penalty: 3435.502930
	Iteration 31Q: 3 clusters Score -3741804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3741794.250000 Penalty: 3435.502930
	Iteration 32Q: 3 clusters Score -3741794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3741775.250000 Penalty: 3435.502930
	Iteration 33Q: 3 clusters Score -3741775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3741773.250000 Penalty: 3435.502930
	Iteration 34Q: 3 clusters Score -3741773 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3741777.250000 Penalty: 3435.502930
	Iteration 35Q: 3 clusters Score -3741777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3741785.250000 Penalty: 3435.502930
	Iteration 36Q: 3 clusters Score -3741785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3741782.000000 Penalty: 3435.502930
	Iteration 37Q: 3 clusters Score -3741782 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3741768.500000 Penalty: 3435.502930
	Iteration 38Q: 3 clusters Score -3741768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3741752.000000 Penalty: 3435.502930
	Iteration 39Q: 3 clusters Score -3741752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3741737.250000 Penalty: 3435.502930
	Iteration 40F: 3 clusters Score -3741737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3741727.500000 Penalty: 3435.502930
	Iteration 41Q: 3 clusters Score -3741728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3741721.250000 Penalty: 3435.502930
	Iteration 42Q: 3 clusters Score -3741721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3741727.500000 Penalty: 3435.502930
	Iteration 43Q: 3 clusters Score -3741728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3741721.750000 Penalty: 3435.502930
	Iteration 44Q: 3 clusters Score -3741722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3741714.000000 Penalty: 3435.502930
	Iteration 45Q: 3 clusters Score -3741714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3741716.000000 Penalty: 3435.502930
	Iteration 46Q: 3 clusters Score -3741716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3741701.750000 Penalty: 3435.502930
	Iteration 47Q: 3 clusters Score -3741702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3741696.500000 Penalty: 3435.502930
	Iteration 48Q: 3 clusters Score -3741696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3741692.500000 Penalty: 3435.502930
	Iteration 49Q: 3 clusters Score -3741692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3741684.750000 Penalty: 3435.502930
	Iteration 50Q: 3 clusters Score -3741685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3741689.000000 Penalty: 3435.502930
	Iteration 51Q: 3 clusters Score -3741689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3741686.500000 Penalty: 3435.502930
	Iteration 52Q: 3 clusters Score -3741686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3741686.000000 Penalty: 3435.502930
	Iteration 53Q: 3 clusters Score -3741686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3741689.750000 Penalty: 3435.502930
	Iteration 54Q: 3 clusters Score -3741690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3741689.000000 Penalty: 3435.502930
	Iteration 55Q: 3 clusters Score -3741689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3741679.250000 Penalty: 3435.502930
	Iteration 56Q: 3 clusters Score -3741679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3741681.000000 Penalty: 3435.502930
	Iteration 57Q: 3 clusters Score -3741681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3741680.750000 Penalty: 3435.502930
	Iteration 58Q: 3 clusters Score -3741681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3741680.250000 Penalty: 3435.502930
	Iteration 59Q: 3 clusters Score -3741680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3741684.000000 Penalty: 3435.502930
	Iteration 60F: 3 clusters Score -3741684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3741684.000000 Penalty: 3435.502930
	Iteration 61Q: 3 clusters Score -3741684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3741677.250000 Penalty: 3435.502930
	Iteration 62Q: 3 clusters Score -3741677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3741684.750000 Penalty: 3435.502930
	Iteration 63Q: 3 clusters Score -3741685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3741689.000000 Penalty: 3435.502930
	Iteration 64Q: 3 clusters Score -3741689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3741687.500000 Penalty: 3435.502930
	Iteration 65Q: 3 clusters Score -3741688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3741683.500000 Penalty: 3435.502930
	Iteration 66Q: 3 clusters Score -3741684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3741687.750000 Penalty: 3435.502930
	Iteration 67Q: 3 clusters Score -3741688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3741686.750000 Penalty: 3435.502930
	Iteration 68Q: 3 clusters Score -3741687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3741687.500000 Penalty: 3435.502930
	Iteration 69Q: 3 clusters Score -3741688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3741682.250000 Penalty: 3435.502930
	Iteration 70Q: 3 clusters Score -3741682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3741683.250000 Penalty: 3435.502930
	Iteration 71Q: 3 clusters Score -3741683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3741678.000000 Penalty: 3435.502930
	Iteration 72Q: 3 clusters Score -3741678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3741681.250000 Penalty: 3435.502930
	Iteration 73Q: 3 clusters Score -3741681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3741678.750000 Penalty: 3435.502930
	Iteration 74Q: 3 clusters Score -3741679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3741679.250000 Penalty: 3435.502930
	Iteration 75Q: 3 clusters Score -3741679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3741676.500000 Penalty: 3435.502930
	Iteration 76Q: 3 clusters Score -3741676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3741676.250000 Penalty: 3435.502930
	Iteration 77Q: 3 clusters Score -3741676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3741674.250000 Penalty: 3435.502930
	Iteration 78Q: 3 clusters Score -3741674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3741679.750000 Penalty: 3435.502930
	Iteration 79Q: 3 clusters Score -3741680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3741677.750000 Penalty: 3435.502930
	Iteration 80F: 3 clusters Score -3741678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -402089.156250 Penalty: 1360.852417
	Iteration 0F: 2 clusters Score -402089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -398560.312500 Penalty: 2721.704834
	Iteration 0F: 3 clusters Score -398560.3 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -399551.125000 Penalty: 2721.704834
	Iteration 1F: 3 clusters Score -399551.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -399740.125000 Penalty: 2721.704834
	Iteration 2F: 3 clusters Score -399740.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -399870.156250 Penalty: 2721.704834
	Iteration 3F: 3 clusters Score -399870.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -399970.875000 Penalty: 2721.704834
	Iteration 4Q: 3 clusters Score -399970.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -400076.812500 Penalty: 2721.704834
	Iteration 5Q: 3 clusters Score -400076.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -400196.968750 Penalty: 2721.704834
	Iteration 6Q: 3 clusters Score -400197 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -400292.000000 Penalty: 2721.704834
	Iteration 7Q: 3 clusters Score -400292 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -400401.000000 Penalty: 2721.704834
	Iteration 8Q: 3 clusters Score -400401 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -400503.187500 Penalty: 2721.704834
	Iteration 9Q: 3 clusters Score -400503.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -400616.406250 Penalty: 2721.704834
	Iteration 10Q: 3 clusters Score -400616.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -400716.562500 Penalty: 2721.704834
	Iteration 11Q: 3 clusters Score -400716.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -400808.437500 Penalty: 2721.704834
	Iteration 12Q: 3 clusters Score -400808.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -400882.250000 Penalty: 2721.704834
	Iteration 13Q: 3 clusters Score -400882.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -400931.875000 Penalty: 2721.704834
	Iteration 14Q: 3 clusters Score -400931.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -400954.031250 Penalty: 2721.704834
	Iteration 15Q: 3 clusters Score -400954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -400965.656250 Penalty: 2721.704834
	Iteration 16Q: 3 clusters Score -400965.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -400975.593750 Penalty: 2721.704834
	Iteration 17Q: 3 clusters Score -400975.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -400984.812500 Penalty: 2721.704834
	Iteration 18Q: 3 clusters Score -400984.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -400995.500000 Penalty: 2721.704834
	Iteration 19Q: 3 clusters Score -400995.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -401007.000000 Penalty: 2721.704834
	Iteration 20F: 3 clusters Score -401007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -401017.968750 Penalty: 2721.704834
	Iteration 21Q: 3 clusters Score -401018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -401027.656250 Penalty: 2721.704834
	Iteration 22Q: 3 clusters Score -401027.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -401035.218750 Penalty: 2721.704834
	Iteration 23Q: 3 clusters Score -401035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -401042.343750 Penalty: 2721.704834
	Iteration 24Q: 3 clusters Score -401042.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -401047.031250 Penalty: 2721.704834
	Iteration 25Q: 3 clusters Score -401047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -401050.218750 Penalty: 2721.704834
	Iteration 26Q: 3 clusters Score -401050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -401053.375000 Penalty: 2721.704834
	Iteration 27Q: 3 clusters Score -401053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -401054.281250 Penalty: 2721.704834
	Iteration 28Q: 3 clusters Score -401054.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -401055.281250 Penalty: 2721.704834
	Iteration 29Q: 3 clusters Score -401055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -401058.093750 Penalty: 2721.704834
	Iteration 30Q: 3 clusters Score -401058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -401057.281250 Penalty: 2721.704834
	Iteration 31Q: 3 clusters Score -401057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -401058.593750 Penalty: 2721.704834
	Iteration 32Q: 3 clusters Score -401058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -401058.562500 Penalty: 2721.704834
	Iteration 33Q: 3 clusters Score -401058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -401059.750000 Penalty: 2721.704834
	Iteration 34Q: 3 clusters Score -401059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -401060.062500 Penalty: 2721.704834
	Iteration 35Q: 3 clusters Score -401060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -401060.531250 Penalty: 2721.704834
	Iteration 36Q: 3 clusters Score -401060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -401061.531250 Penalty: 2721.704834
	Iteration 37Q: 3 clusters Score -401061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -401062.625000 Penalty: 2721.704834
	Iteration 38Q: 3 clusters Score -401062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -401061.687500 Penalty: 2721.704834
	Iteration 39Q: 3 clusters Score -401061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -401062.406250 Penalty: 2721.704834
	Iteration 40F: 3 clusters Score -401062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -126798.148438 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -126798.1 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 701 members 
Entering Unmasked Estep 
Score: -125131.906250 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -125131.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -125577.968750 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -125578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -125745.039062 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -125745 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -125859.671875 Penalty: 2350.638428
	Iteration 3F: 3 clusters Score -125859.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -125938.281250 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -125938.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -125990.085938 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -125990.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -126014.015625 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -126014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126028.132812 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -126028.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126044.718750 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -126044.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -126057.984375 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -126058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -126069.046875 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -126069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -126075.539062 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -126075.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -126080.320312 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -126080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126082.257812 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -126082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -126086.507812 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -126086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126087.929688 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -126087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -126089.859375 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -126089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -126091.531250 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -126091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -126092.273438 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -126092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -126092.984375 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -126093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -126094.804688 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -126094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -126098.851562 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -126098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -126100.007812 Penalty: 2350.638428
	Iteration 22Q: 3 clusters Score -126100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -126100.781250 Penalty: 2350.638428
	Iteration 23Q: 3 clusters Score -126100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -126101.132812 Penalty: 2350.638428
	Iteration 24Q: 3 clusters Score -126101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126101.656250 Penalty: 2350.638428
	Iteration 25Q: 3 clusters Score -126101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126102.179688 Penalty: 2350.638428
	Iteration 26Q: 3 clusters Score -126102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126102.179688 Penalty: 2350.638428
	Iteration 27F: 3 clusters Score -126102.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -416311.343750 Penalty: 1368.754150
	Iteration 0F: 2 clusters Score -416311.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -412616.812500 Penalty: 2737.508301
	Iteration 0F: 3 clusters Score -412616.8 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -413668.812500 Penalty: 2737.508301
	Iteration 1F: 3 clusters Score -413668.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -413920.718750 Penalty: 2737.508301
	Iteration 2F: 3 clusters Score -413920.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -414104.500000 Penalty: 2737.508301
	Iteration 3F: 3 clusters Score -414104.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -414259.062500 Penalty: 2737.508301
	Iteration 4F: 3 clusters Score -414259.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -414424.093750 Penalty: 2737.508301
	Iteration 5F: 3 clusters Score -414424.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -414595.312500 Penalty: 2737.508301
	Iteration 6Q: 3 clusters Score -414595.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -414749.406250 Penalty: 2737.508301
	Iteration 7Q: 3 clusters Score -414749.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -414903.593750 Penalty: 2737.508301
	Iteration 8Q: 3 clusters Score -414903.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -415025.125000 Penalty: 2737.508301
	Iteration 9Q: 3 clusters Score -415025.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -415135.468750 Penalty: 2737.508301
	Iteration 10Q: 3 clusters Score -415135.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -415231.562500 Penalty: 2737.508301
	Iteration 11Q: 3 clusters Score -415231.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -415317.062500 Penalty: 2737.508301
	Iteration 12Q: 3 clusters Score -415317.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -415364.156250 Penalty: 2737.508301
	Iteration 13Q: 3 clusters Score -415364.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -415411.500000 Penalty: 2737.508301
	Iteration 14Q: 3 clusters Score -415411.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -415458.656250 Penalty: 2737.508301
	Iteration 15Q: 3 clusters Score -415458.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -415505.937500 Penalty: 2737.508301
	Iteration 16Q: 3 clusters Score -415505.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -415552.718750 Penalty: 2737.508301
	Iteration 17Q: 3 clusters Score -415552.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -415617.843750 Penalty: 2737.508301
	Iteration 18Q: 3 clusters Score -415617.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -415677.937500 Penalty: 2737.508301
	Iteration 19Q: 3 clusters Score -415677.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -415761.500000 Penalty: 2737.508301
	Iteration 20F: 3 clusters Score -415761.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -415839.812500 Penalty: 2737.508301
	Iteration 21Q: 3 clusters Score -415839.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -415885.843750 Penalty: 2737.508301
	Iteration 22Q: 3 clusters Score -415885.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -415905.625000 Penalty: 2737.508301
	Iteration 23Q: 3 clusters Score -415905.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -415914.968750 Penalty: 2737.508301
	Iteration 24Q: 3 clusters Score -415915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -415920.968750 Penalty: 2737.508301
	Iteration 25Q: 3 clusters Score -415921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -415925.843750 Penalty: 2737.508301
	Iteration 26Q: 3 clusters Score -415925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -415926.750000 Penalty: 2737.508301
	Iteration 27Q: 3 clusters Score -415926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -415927.562500 Penalty: 2737.508301
	Iteration 28Q: 3 clusters Score -415927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -415928.843750 Penalty: 2737.508301
	Iteration 29Q: 3 clusters Score -415928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -415929.531250 Penalty: 2737.508301
	Iteration 30Q: 3 clusters Score -415929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -415929.093750 Penalty: 2737.508301
	Iteration 31Q: 3 clusters Score -415929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -415929.750000 Penalty: 2737.508301
	Iteration 32Q: 3 clusters Score -415929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -415929.750000 Penalty: 2737.508301
	Iteration 33F: 3 clusters Score -415929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40564.359375 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40564.36 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40733.574219 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40733.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40789.640625 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -40789.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40809.507812 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40809.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40818.933594 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40818.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40819.917969 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40819.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40825.707031 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -40825.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40831.289062 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -40831.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40832.171875 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -40832.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40833.304688 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -40833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40835.574219 Penalty: 2001.705933
	Iteration 10Q: 3 clusters Score -40835.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40838.402344 Penalty: 2001.705933
	Iteration 11Q: 3 clusters Score -40838.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40838.402344 Penalty: 2001.705933
	Iteration 12F: 3 clusters Score -40838.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Entering Unmasked Estep 
Score: -517543.062500 Penalty: 1404.421143
	Iteration 0F: 2 clusters Score -517543.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -513108.062500 Penalty: 2808.842285
	Iteration 0F: 3 clusters Score -513108.1 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -514412.531250 Penalty: 2808.842285
	Iteration 1F: 3 clusters Score -514412.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -514623.062500 Penalty: 2808.842285
	Iteration 2F: 3 clusters Score -514623.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -514758.906250 Penalty: 2808.842285
	Iteration 3F: 3 clusters Score -514758.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -514857.218750 Penalty: 2808.842285
	Iteration 4Q: 3 clusters Score -514857.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -514939.906250 Penalty: 2808.842285
	Iteration 5Q: 3 clusters Score -514939.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -515018.250000 Penalty: 2808.842285
	Iteration 6Q: 3 clusters Score -515018.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -515115.375000 Penalty: 2808.842285
	Iteration 7Q: 3 clusters Score -515115.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -515225.343750 Penalty: 2808.842285
	Iteration 8Q: 3 clusters Score -515225.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -515348.000000 Penalty: 2808.842285
	Iteration 9Q: 3 clusters Score -515348 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -515509.531250 Penalty: 2808.842285
	Iteration 10Q: 3 clusters Score -515509.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -515730.062500 Penalty: 2808.842285
	Iteration 11Q: 3 clusters Score -515730.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -515998.125000 Penalty: 2808.842285
	Iteration 12Q: 3 clusters Score -515998.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -516239.375000 Penalty: 2808.842285
	Iteration 13Q: 3 clusters Score -516239.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -516420.812500 Penalty: 2808.842285
	Iteration 14Q: 3 clusters Score -516420.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -516535.437500 Penalty: 2808.842285
	Iteration 15Q: 3 clusters Score -516535.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -516614.781250 Penalty: 2808.842285
	Iteration 16Q: 3 clusters Score -516614.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -516660.406250 Penalty: 2808.842285
	Iteration 17Q: 3 clusters Score -516660.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -516693.250000 Penalty: 2808.842285
	Iteration 18Q: 3 clusters Score -516693.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -516721.750000 Penalty: 2808.842285
	Iteration 19Q: 3 clusters Score -516721.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -516743.687500 Penalty: 2808.842285
	Iteration 20F: 3 clusters Score -516743.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -516759.156250 Penalty: 2808.842285
	Iteration 21Q: 3 clusters Score -516759.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -516770.937500 Penalty: 2808.842285
	Iteration 22Q: 3 clusters Score -516770.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -516776.281250 Penalty: 2808.842285
	Iteration 23Q: 3 clusters Score -516776.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -516779.593750 Penalty: 2808.842285
	Iteration 24Q: 3 clusters Score -516779.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -516782.812500 Penalty: 2808.842285
	Iteration 25Q: 3 clusters Score -516782.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -516787.343750 Penalty: 2808.842285
	Iteration 26Q: 3 clusters Score -516787.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -516788.812500 Penalty: 2808.842285
	Iteration 27Q: 3 clusters Score -516788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -516789.593750 Penalty: 2808.842285
	Iteration 28Q: 3 clusters Score -516789.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -516793.093750 Penalty: 2808.842285
	Iteration 29Q: 3 clusters Score -516793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -516795.062500 Penalty: 2808.842285
	Iteration 30Q: 3 clusters Score -516795.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -516798.625000 Penalty: 2808.842285
	Iteration 31Q: 3 clusters Score -516798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -516800.031250 Penalty: 2808.842285
	Iteration 32Q: 3 clusters Score -516800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -516803.531250 Penalty: 2808.842285
	Iteration 33Q: 3 clusters Score -516803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -516805.000000 Penalty: 2808.842285
	Iteration 34Q: 3 clusters Score -516805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -516806.187500 Penalty: 2808.842285
	Iteration 35Q: 3 clusters Score -516806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -516807.718750 Penalty: 2808.842285
	Iteration 36Q: 3 clusters Score -516807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -516807.843750 Penalty: 2808.842285
	Iteration 37Q: 3 clusters Score -516807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -516808.218750 Penalty: 2808.842285
	Iteration 38Q: 3 clusters Score -516808.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -516809.250000 Penalty: 2808.842285
	Iteration 39Q: 3 clusters Score -516809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -516810.343750 Penalty: 2808.842285
	Iteration 40F: 3 clusters Score -516810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -516813.843750 Penalty: 2808.842285
	Iteration 41Q: 3 clusters Score -516813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -516815.531250 Penalty: 2808.842285
	Iteration 42Q: 3 clusters Score -516815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -516817.656250 Penalty: 2808.842285
	Iteration 43Q: 3 clusters Score -516817.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -516821.093750 Penalty: 2808.842285
	Iteration 44Q: 3 clusters Score -516821.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -516823.656250 Penalty: 2808.842285
	Iteration 45Q: 3 clusters Score -516823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -516824.906250 Penalty: 2808.842285
	Iteration 46Q: 3 clusters Score -516824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -516826.281250 Penalty: 2808.842285
	Iteration 47Q: 3 clusters Score -516826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -516827.656250 Penalty: 2808.842285
	Iteration 48Q: 3 clusters Score -516827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -516828.406250 Penalty: 2808.842285
	Iteration 49Q: 3 clusters Score -516828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -516828.812500 Penalty: 2808.842285
	Iteration 50Q: 3 clusters Score -516828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -516829.500000 Penalty: 2808.842285
	Iteration 51Q: 3 clusters Score -516829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -516829.812500 Penalty: 2808.842285
	Iteration 52Q: 3 clusters Score -516829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -516829.656250 Penalty: 2808.842285
	Iteration 53Q: 3 clusters Score -516829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -516831.031250 Penalty: 2808.842285
	Iteration 54Q: 3 clusters Score -516831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -516831.031250 Penalty: 2808.842285
	Iteration 55F: 3 clusters Score -516831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -406565.843750 Penalty: 1364.558472
	Iteration 0F: 2 clusters Score -406565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -402963.437500 Penalty: 2729.116943
	Iteration 0F: 3 clusters Score -402963.4 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -403955.906250 Penalty: 2729.116943
	Iteration 1F: 3 clusters Score -403955.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -404145.687500 Penalty: 2729.116943
	Iteration 2F: 3 clusters Score -404145.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -404317.062500 Penalty: 2729.116943
	Iteration 3F: 3 clusters Score -404317.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -404485.281250 Penalty: 2729.116943
	Iteration 4F: 3 clusters Score -404485.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -404660.218750 Penalty: 2729.116943
	Iteration 5F: 3 clusters Score -404660.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -404801.937500 Penalty: 2729.116943
	Iteration 6Q: 3 clusters Score -404801.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -404918.593750 Penalty: 2729.116943
	Iteration 7Q: 3 clusters Score -404918.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -405017.062500 Penalty: 2729.116943
	Iteration 8Q: 3 clusters Score -405017.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -405086.750000 Penalty: 2729.116943
	Iteration 9Q: 3 clusters Score -405086.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -405137.437500 Penalty: 2729.116943
	Iteration 10Q: 3 clusters Score -405137.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -405187.156250 Penalty: 2729.116943
	Iteration 11Q: 3 clusters Score -405187.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -405245.125000 Penalty: 2729.116943
	Iteration 12Q: 3 clusters Score -405245.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -405291.343750 Penalty: 2729.116943
	Iteration 13Q: 3 clusters Score -405291.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -405333.156250 Penalty: 2729.116943
	Iteration 14Q: 3 clusters Score -405333.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -405356.406250 Penalty: 2729.116943
	Iteration 15Q: 3 clusters Score -405356.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -405372.781250 Penalty: 2729.116943
	Iteration 16Q: 3 clusters Score -405372.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -405383.781250 Penalty: 2729.116943
	Iteration 17Q: 3 clusters Score -405383.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -405395.250000 Penalty: 2729.116943
	Iteration 18Q: 3 clusters Score -405395.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -405408.250000 Penalty: 2729.116943
	Iteration 19Q: 3 clusters Score -405408.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -405420.312500 Penalty: 2729.116943
	Iteration 20F: 3 clusters Score -405420.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -405434.062500 Penalty: 2729.116943
	Iteration 21Q: 3 clusters Score -405434.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -405444.875000 Penalty: 2729.116943
	Iteration 22Q: 3 clusters Score -405444.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -405459.125000 Penalty: 2729.116943
	Iteration 23Q: 3 clusters Score -405459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -405468.687500 Penalty: 2729.116943
	Iteration 24Q: 3 clusters Score -405468.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -405483.437500 Penalty: 2729.116943
	Iteration 25Q: 3 clusters Score -405483.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -405501.156250 Penalty: 2729.116943
	Iteration 26Q: 3 clusters Score -405501.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -405521.281250 Penalty: 2729.116943
	Iteration 27Q: 3 clusters Score -405521.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -405534.281250 Penalty: 2729.116943
	Iteration 28Q: 3 clusters Score -405534.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -405542.031250 Penalty: 2729.116943
	Iteration 29Q: 3 clusters Score -405542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -405546.906250 Penalty: 2729.116943
	Iteration 30Q: 3 clusters Score -405546.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -405551.937500 Penalty: 2729.116943
	Iteration 31Q: 3 clusters Score -405551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -405558.406250 Penalty: 2729.116943
	Iteration 32Q: 3 clusters Score -405558.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -405563.218750 Penalty: 2729.116943
	Iteration 33Q: 3 clusters Score -405563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -405565.781250 Penalty: 2729.116943
	Iteration 34Q: 3 clusters Score -405565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -405569.937500 Penalty: 2729.116943
	Iteration 35Q: 3 clusters Score -405569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -405571.437500 Penalty: 2729.116943
	Iteration 36Q: 3 clusters Score -405571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -405573.781250 Penalty: 2729.116943
	Iteration 37Q: 3 clusters Score -405573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -405575.187500 Penalty: 2729.116943
	Iteration 38Q: 3 clusters Score -405575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -405577.218750 Penalty: 2729.116943
	Iteration 39Q: 3 clusters Score -405577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -405577.312500 Penalty: 2729.116943
	Iteration 40F: 3 clusters Score -405577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -530615.750000 Penalty: 1403.529907
	Iteration 0F: 2 clusters Score -530615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -526291.937500 Penalty: 2807.059814
	Iteration 0F: 3 clusters Score -526291.9 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -527488.500000 Penalty: 2807.059814
	Iteration 1F: 3 clusters Score -527488.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -527654.375000 Penalty: 2807.059814
	Iteration 2F: 3 clusters Score -527654.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -527746.187500 Penalty: 2807.059814
	Iteration 3Q: 3 clusters Score -527746.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -527817.875000 Penalty: 2807.059814
	Iteration 4Q: 3 clusters Score -527817.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -527883.687500 Penalty: 2807.059814
	Iteration 5Q: 3 clusters Score -527883.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -527947.062500 Penalty: 2807.059814
	Iteration 6Q: 3 clusters Score -527947.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -528019.187500 Penalty: 2807.059814
	Iteration 7Q: 3 clusters Score -528019.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -528107.062500 Penalty: 2807.059814
	Iteration 8Q: 3 clusters Score -528107.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -528198.187500 Penalty: 2807.059814
	Iteration 9Q: 3 clusters Score -528198.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -528304.000000 Penalty: 2807.059814
	Iteration 10Q: 3 clusters Score -528304 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -528430.125000 Penalty: 2807.059814
	Iteration 11Q: 3 clusters Score -528430.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -528598.250000 Penalty: 2807.059814
	Iteration 12Q: 3 clusters Score -528598.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -528764.562500 Penalty: 2807.059814
	Iteration 13Q: 3 clusters Score -528764.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -528915.562500 Penalty: 2807.059814
	Iteration 14Q: 3 clusters Score -528915.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -529029.187500 Penalty: 2807.059814
	Iteration 15Q: 3 clusters Score -529029.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -529105.062500 Penalty: 2807.059814
	Iteration 16Q: 3 clusters Score -529105.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -529177.125000 Penalty: 2807.059814
	Iteration 17Q: 3 clusters Score -529177.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -529246.625000 Penalty: 2807.059814
	Iteration 18Q: 3 clusters Score -529246.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -529280.562500 Penalty: 2807.059814
	Iteration 19Q: 3 clusters Score -529280.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -529308.375000 Penalty: 2807.059814
	Iteration 20F: 3 clusters Score -529308.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -529324.375000 Penalty: 2807.059814
	Iteration 21Q: 3 clusters Score -529324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -529337.375000 Penalty: 2807.059814
	Iteration 22Q: 3 clusters Score -529337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -529343.625000 Penalty: 2807.059814
	Iteration 23Q: 3 clusters Score -529343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -529344.625000 Penalty: 2807.059814
	Iteration 24Q: 3 clusters Score -529344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -529345.562500 Penalty: 2807.059814
	Iteration 25Q: 3 clusters Score -529345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -529345.562500 Penalty: 2807.059814
	Iteration 26F: 3 clusters Score -529345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -186465.984375 Penalty: 1258.703613
	Iteration 0F: 2 clusters Score -186466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -184225.000000 Penalty: 2517.407227
	Iteration 0F: 3 clusters Score -184225 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -184952.546875 Penalty: 2517.407227
	Iteration 1F: 3 clusters Score -184952.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -185201.781250 Penalty: 2517.407227
	Iteration 2F: 3 clusters Score -185201.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -185346.484375 Penalty: 2517.407227
	Iteration 3F: 3 clusters Score -185346.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -185479.593750 Penalty: 2517.407227
	Iteration 4F: 3 clusters Score -185479.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -185588.484375 Penalty: 2517.407227
	Iteration 5Q: 3 clusters Score -185588.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -185685.906250 Penalty: 2517.407227
	Iteration 6Q: 3 clusters Score -185685.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -185781.062500 Penalty: 2517.407227
	Iteration 7Q: 3 clusters Score -185781.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -185905.578125 Penalty: 2517.407227
	Iteration 8Q: 3 clusters Score -185905.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -186012.328125 Penalty: 2517.407227
	Iteration 9Q: 3 clusters Score -186012.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -186081.687500 Penalty: 2517.407227
	Iteration 10Q: 3 clusters Score -186081.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -186139.937500 Penalty: 2517.407227
	Iteration 11Q: 3 clusters Score -186139.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -186180.734375 Penalty: 2517.407227
	Iteration 12Q: 3 clusters Score -186180.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -186209.468750 Penalty: 2517.407227
	Iteration 13Q: 3 clusters Score -186209.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -186235.781250 Penalty: 2517.407227
	Iteration 14Q: 3 clusters Score -186235.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -186253.390625 Penalty: 2517.407227
	Iteration 15Q: 3 clusters Score -186253.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -186268.109375 Penalty: 2517.407227
	Iteration 16Q: 3 clusters Score -186268.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -186277.578125 Penalty: 2517.407227
	Iteration 17Q: 3 clusters Score -186277.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -186284.968750 Penalty: 2517.407227
	Iteration 18Q: 3 clusters Score -186285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -186288.531250 Penalty: 2517.407227
	Iteration 19Q: 3 clusters Score -186288.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -186299.515625 Penalty: 2517.407227
	Iteration 20F: 3 clusters Score -186299.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -186313.062500 Penalty: 2517.407227
	Iteration 21Q: 3 clusters Score -186313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -186320.437500 Penalty: 2517.407227
	Iteration 22Q: 3 clusters Score -186320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -186326.250000 Penalty: 2517.407227
	Iteration 23Q: 3 clusters Score -186326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -186332.062500 Penalty: 2517.407227
	Iteration 24Q: 3 clusters Score -186332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -186335.015625 Penalty: 2517.407227
	Iteration 25Q: 3 clusters Score -186335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -186336.375000 Penalty: 2517.407227
	Iteration 26Q: 3 clusters Score -186336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -186338.156250 Penalty: 2517.407227
	Iteration 27Q: 3 clusters Score -186338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -186341.562500 Penalty: 2517.407227
	Iteration 28Q: 3 clusters Score -186341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -186342.234375 Penalty: 2517.407227
	Iteration 29Q: 3 clusters Score -186342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -186342.984375 Penalty: 2517.407227
	Iteration 30Q: 3 clusters Score -186343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -186342.984375 Penalty: 2517.407227
	Iteration 31F: 3 clusters Score -186343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Entering Unmasked Estep 
Score: -3964202.250000 Penalty: 1723.324463
	Iteration 0F: 2 clusters Score -3964202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3942402.500000 Penalty: 3446.648926
	Iteration 0F: 3 clusters Score -3942402 nChanged 18840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3952965.750000 Penalty: 3446.648926
	Iteration 1F: 3 clusters Score -3952966 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3953543.750000 Penalty: 3446.648926
	Iteration 2Q: 3 clusters Score -3953544 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3954163.500000 Penalty: 3446.648926
	Iteration 3Q: 3 clusters Score -3954164 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3954857.750000 Penalty: 3446.648926
	Iteration 4Q: 3 clusters Score -3954858 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3955656.000000 Penalty: 3446.648926
	Iteration 5Q: 3 clusters Score -3955656 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3956501.000000 Penalty: 3446.648926
	Iteration 6Q: 3 clusters Score -3956501 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3957498.500000 Penalty: 3446.648926
	Iteration 7Q: 3 clusters Score -3957498 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3958767.000000 Penalty: 3446.648926
	Iteration 8F: 3 clusters Score -3958767 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3960270.000000 Penalty: 3446.648926
	Iteration 9F: 3 clusters Score -3960270 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3961779.250000 Penalty: 3446.648926
	Iteration 10F: 3 clusters Score -3961779 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3963071.500000 Penalty: 3446.648926
	Iteration 11Q: 3 clusters Score -3963072 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -3963378.750000 Penalty: 3446.648926
	Iteration 12Q: 3 clusters Score -3963379 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -3963410.250000 Penalty: 3446.648926
	Iteration 13Q: 3 clusters Score -3963410 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -3963361.000000 Penalty: 3446.648926
	Iteration 14Q: 3 clusters Score -3963361 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -3963293.750000 Penalty: 3446.648926
	Iteration 15Q: 3 clusters Score -3963294 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -3963269.750000 Penalty: 3446.648926
	Iteration 16Q: 3 clusters Score -3963270 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3963247.750000 Penalty: 3446.648926
	Iteration 17Q: 3 clusters Score -3963248 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -3963213.500000 Penalty: 3446.648926
	Iteration 18Q: 3 clusters Score -3963214 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -3963172.000000 Penalty: 3446.648926
	Iteration 19Q: 3 clusters Score -3963172 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -3963151.500000 Penalty: 3446.648926
	Iteration 20F: 3 clusters Score -3963152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -3963128.250000 Penalty: 3446.648926
	Iteration 21Q: 3 clusters Score -3963128 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -3963129.750000 Penalty: 3446.648926
	Iteration 22Q: 3 clusters Score -3963130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -3963121.250000 Penalty: 3446.648926
	Iteration 23Q: 3 clusters Score -3963121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -3963123.750000 Penalty: 3446.648926
	Iteration 24Q: 3 clusters Score -3963124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -3963124.750000 Penalty: 3446.648926
	Iteration 25Q: 3 clusters Score -3963125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -3963119.250000 Penalty: 3446.648926
	Iteration 26Q: 3 clusters Score -3963119 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -3963093.750000 Penalty: 3446.648926
	Iteration 27Q: 3 clusters Score -3963094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -3963073.750000 Penalty: 3446.648926
	Iteration 28Q: 3 clusters Score -3963074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -3963066.000000 Penalty: 3446.648926
	Iteration 29Q: 3 clusters Score -3963066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -3963059.500000 Penalty: 3446.648926
	Iteration 30Q: 3 clusters Score -3963060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -3963051.750000 Penalty: 3446.648926
	Iteration 31Q: 3 clusters Score -3963052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -3963042.250000 Penalty: 3446.648926
	Iteration 32Q: 3 clusters Score -3963042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -3963023.000000 Penalty: 3446.648926
	Iteration 33Q: 3 clusters Score -3963023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -3963028.750000 Penalty: 3446.648926
	Iteration 34Q: 3 clusters Score -3963029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -3963029.000000 Penalty: 3446.648926
	Iteration 35Q: 3 clusters Score -3963029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -3963033.000000 Penalty: 3446.648926
	Iteration 36Q: 3 clusters Score -3963033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -3963024.500000 Penalty: 3446.648926
	Iteration 37Q: 3 clusters Score -3963024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -3963031.750000 Penalty: 3446.648926
	Iteration 38Q: 3 clusters Score -3963032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -3963031.500000 Penalty: 3446.648926
	Iteration 39Q: 3 clusters Score -3963032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -3963032.000000 Penalty: 3446.648926
	Iteration 40F: 3 clusters Score -3963032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -3963022.750000 Penalty: 3446.648926
	Iteration 41Q: 3 clusters Score -3963023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -3963017.750000 Penalty: 3446.648926
	Iteration 42Q: 3 clusters Score -3963018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -3962999.000000 Penalty: 3446.648926
	Iteration 43Q: 3 clusters Score -3962999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -3962997.250000 Penalty: 3446.648926
	Iteration 44Q: 3 clusters Score -3962997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -3962994.750000 Penalty: 3446.648926
	Iteration 45Q: 3 clusters Score -3962995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -3963002.000000 Penalty: 3446.648926
	Iteration 46Q: 3 clusters Score -3963002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -3962999.750000 Penalty: 3446.648926
	Iteration 47Q: 3 clusters Score -3963000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -3962994.000000 Penalty: 3446.648926
	Iteration 48Q: 3 clusters Score -3962994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -3962984.750000 Penalty: 3446.648926
	Iteration 49Q: 3 clusters Score -3962985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -3963008.250000 Penalty: 3446.648926
	Iteration 50Q: 3 clusters Score -3963008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -3963005.750000 Penalty: 3446.648926
	Iteration 51Q: 3 clusters Score -3963006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -3963012.750000 Penalty: 3446.648926
	Iteration 52Q: 3 clusters Score -3963013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -3963023.750000 Penalty: 3446.648926
	Iteration 53Q: 3 clusters Score -3963024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -3963025.000000 Penalty: 3446.648926
	Iteration 54Q: 3 clusters Score -3963025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -3963034.000000 Penalty: 3446.648926
	Iteration 55Q: 3 clusters Score -3963034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -3963025.500000 Penalty: 3446.648926
	Iteration 56Q: 3 clusters Score -3963026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -3963029.000000 Penalty: 3446.648926
	Iteration 57Q: 3 clusters Score -3963029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -3963041.750000 Penalty: 3446.648926
	Iteration 58Q: 3 clusters Score -3963042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -3963044.250000 Penalty: 3446.648926
	Iteration 59Q: 3 clusters Score -3963044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -3963042.500000 Penalty: 3446.648926
	Iteration 60F: 3 clusters Score -3963042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -3963047.750000 Penalty: 3446.648926
	Iteration 61Q: 3 clusters Score -3963048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -3963051.000000 Penalty: 3446.648926
	Iteration 62Q: 3 clusters Score -3963051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -3963057.500000 Penalty: 3446.648926
	Iteration 63Q: 3 clusters Score -3963058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -3963059.250000 Penalty: 3446.648926
	Iteration 64Q: 3 clusters Score -3963059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -3963057.750000 Penalty: 3446.648926
	Iteration 65Q: 3 clusters Score -3963058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -3963052.250000 Penalty: 3446.648926
	Iteration 66Q: 3 clusters Score -3963052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -3963053.250000 Penalty: 3446.648926
	Iteration 67Q: 3 clusters Score -3963053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -3963048.750000 Penalty: 3446.648926
	Iteration 68Q: 3 clusters Score -3963049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -3963048.750000 Penalty: 3446.648926
	Iteration 69F: 3 clusters Score -3963049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -435775.375000 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -435775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -431863.718750 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -431863.7 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -432884.812500 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -432884.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -433118.781250 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -433118.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -433334.125000 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -433334.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -433564.093750 Penalty: 2758.054443
	Iteration 4F: 3 clusters Score -433564.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -433827.593750 Penalty: 2758.054443
	Iteration 5F: 3 clusters Score -433827.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -434056.187500 Penalty: 2758.054443
	Iteration 6F: 3 clusters Score -434056.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -434218.468750 Penalty: 2758.054443
	Iteration 7Q: 3 clusters Score -434218.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -434314.375000 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -434314.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -434364.593750 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -434364.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -434405.781250 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -434405.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -434438.562500 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -434438.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -434453.187500 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -434453.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -434469.656250 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -434469.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -434480.500000 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -434480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -434484.593750 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -434484.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -434489.687500 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -434489.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -434496.281250 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -434496.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -434503.125000 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -434503.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -434506.656250 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -434506.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -434512.187500 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -434512.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -434518.531250 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -434518.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -434525.875000 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -434525.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -434532.375000 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -434532.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -434537.968750 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -434538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -434541.812500 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -434541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -434546.750000 Penalty: 2758.054443
	Iteration 26Q: 3 clusters Score -434546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -434549.593750 Penalty: 2758.054443
	Iteration 27Q: 3 clusters Score -434549.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -434553.281250 Penalty: 2758.054443
	Iteration 28Q: 3 clusters Score -434553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -434555.937500 Penalty: 2758.054443
	Iteration 29Q: 3 clusters Score -434555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -434558.968750 Penalty: 2758.054443
	Iteration 30Q: 3 clusters Score -434559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -434561.750000 Penalty: 2758.054443
	Iteration 31Q: 3 clusters Score -434561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -434564.375000 Penalty: 2758.054443
	Iteration 32Q: 3 clusters Score -434564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -434565.812500 Penalty: 2758.054443
	Iteration 33Q: 3 clusters Score -434565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -434566.406250 Penalty: 2758.054443
	Iteration 34Q: 3 clusters Score -434566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -434568.000000 Penalty: 2758.054443
	Iteration 35Q: 3 clusters Score -434568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -434569.875000 Penalty: 2758.054443
	Iteration 36Q: 3 clusters Score -434569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -434569.562500 Penalty: 2758.054443
	Iteration 37Q: 3 clusters Score -434569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -434569.625000 Penalty: 2758.054443
	Iteration 38Q: 3 clusters Score -434569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -434569.656250 Penalty: 2758.054443
	Iteration 39Q: 3 clusters Score -434569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -434571.781250 Penalty: 2758.054443
	Iteration 40F: 3 clusters Score -434571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -434571.437500 Penalty: 2758.054443
	Iteration 41Q: 3 clusters Score -434571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -434571.843750 Penalty: 2758.054443
	Iteration 42Q: 3 clusters Score -434571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -434571.375000 Penalty: 2758.054443
	Iteration 43Q: 3 clusters Score -434571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -434572.062500 Penalty: 2758.054443
	Iteration 44Q: 3 clusters Score -434572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -434572.062500 Penalty: 2758.054443
	Iteration 45F: 3 clusters Score -434572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -449529.750000 Penalty: 1382.279297
	Iteration 0F: 2 clusters Score -449529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -445585.156250 Penalty: 2764.558594
	Iteration 0F: 3 clusters Score -445585.2 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -446691.500000 Penalty: 2764.558594
	Iteration 1F: 3 clusters Score -446691.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -446906.218750 Penalty: 2764.558594
	Iteration 2F: 3 clusters Score -446906.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -447087.843750 Penalty: 2764.558594
	Iteration 3F: 3 clusters Score -447087.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -447278.625000 Penalty: 2764.558594
	Iteration 4F: 3 clusters Score -447278.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -447459.625000 Penalty: 2764.558594
	Iteration 5Q: 3 clusters Score -447459.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -447652.093750 Penalty: 2764.558594
	Iteration 6Q: 3 clusters Score -447652.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -447861.937500 Penalty: 2764.558594
	Iteration 7Q: 3 clusters Score -447861.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -448073.656250 Penalty: 2764.558594
	Iteration 8F: 3 clusters Score -448073.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -448299.250000 Penalty: 2764.558594
	Iteration 9Q: 3 clusters Score -448299.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -448483.281250 Penalty: 2764.558594
	Iteration 10Q: 3 clusters Score -448483.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -448643.687500 Penalty: 2764.558594
	Iteration 11Q: 3 clusters Score -448643.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -448786.562500 Penalty: 2764.558594
	Iteration 12Q: 3 clusters Score -448786.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -448914.375000 Penalty: 2764.558594
	Iteration 13Q: 3 clusters Score -448914.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -448995.593750 Penalty: 2764.558594
	Iteration 14Q: 3 clusters Score -448995.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -449037.031250 Penalty: 2764.558594
	Iteration 15Q: 3 clusters Score -449037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -449061.187500 Penalty: 2764.558594
	Iteration 16Q: 3 clusters Score -449061.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -449080.437500 Penalty: 2764.558594
	Iteration 17Q: 3 clusters Score -449080.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -449099.968750 Penalty: 2764.558594
	Iteration 18Q: 3 clusters Score -449100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -449113.812500 Penalty: 2764.558594
	Iteration 19Q: 3 clusters Score -449113.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -449127.625000 Penalty: 2764.558594
	Iteration 20F: 3 clusters Score -449127.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -449136.468750 Penalty: 2764.558594
	Iteration 21Q: 3 clusters Score -449136.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -449141.093750 Penalty: 2764.558594
	Iteration 22Q: 3 clusters Score -449141.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -449147.156250 Penalty: 2764.558594
	Iteration 23Q: 3 clusters Score -449147.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -449155.593750 Penalty: 2764.558594
	Iteration 24Q: 3 clusters Score -449155.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -449162.968750 Penalty: 2764.558594
	Iteration 25Q: 3 clusters Score -449163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -449169.750000 Penalty: 2764.558594
	Iteration 26Q: 3 clusters Score -449169.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -449174.687500 Penalty: 2764.558594
	Iteration 27Q: 3 clusters Score -449174.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -449178.531250 Penalty: 2764.558594
	Iteration 28Q: 3 clusters Score -449178.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -449180.531250 Penalty: 2764.558594
	Iteration 29Q: 3 clusters Score -449180.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -449183.437500 Penalty: 2764.558594
	Iteration 30Q: 3 clusters Score -449183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -449185.031250 Penalty: 2764.558594
	Iteration 31Q: 3 clusters Score -449185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -449187.093750 Penalty: 2764.558594
	Iteration 32Q: 3 clusters Score -449187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -449187.312500 Penalty: 2764.558594
	Iteration 33Q: 3 clusters Score -449187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -449187.312500 Penalty: 2764.558594
	Iteration 34F: 3 clusters Score -449187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -117104.460938 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -117104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -115443.187500 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -115443.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -115799.859375 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -115799.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -115890.289062 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -115890.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -115936.312500 Penalty: 2342.072754
	Iteration 3Q: 3 clusters Score -115936.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -115965.328125 Penalty: 2342.072754
	Iteration 4Q: 3 clusters Score -115965.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -115998.085938 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -115998.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -116025.609375 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -116025.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -116052.703125 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -116052.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -116079.523438 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -116079.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -116100.109375 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -116100.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -116119.421875 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -116119.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -116143.015625 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -116143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -116162.023438 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -116162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -116179.132812 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -116179.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -116194.726562 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -116194.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -116205.054688 Penalty: 2342.072754
	Iteration 15Q: 3 clusters Score -116205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -116211.984375 Penalty: 2342.072754
	Iteration 16Q: 3 clusters Score -116212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -116215.492188 Penalty: 2342.072754
	Iteration 17Q: 3 clusters Score -116215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -116218.078125 Penalty: 2342.072754
	Iteration 18Q: 3 clusters Score -116218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -116219.148438 Penalty: 2342.072754
	Iteration 19Q: 3 clusters Score -116219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -116220.070312 Penalty: 2342.072754
	Iteration 20F: 3 clusters Score -116220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -116220.687500 Penalty: 2342.072754
	Iteration 21Q: 3 clusters Score -116220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -116220.812500 Penalty: 2342.072754
	Iteration 22Q: 3 clusters Score -116220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -116220.812500 Penalty: 2342.072754
	Iteration 23F: 3 clusters Score -116220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (34753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Entering Unmasked Estep 
Score: -3407167.750000 Penalty: 1699.103516
	Iteration 0F: 2 clusters Score -3407168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3385138.750000 Penalty: 3398.207031
	Iteration 0F: 3 clusters Score -3385139 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3394298.250000 Penalty: 3398.207031
	Iteration 1F: 3 clusters Score -3394298 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3394902.500000 Penalty: 3398.207031
	Iteration 2Q: 3 clusters Score -3394902 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3395708.000000 Penalty: 3398.207031
	Iteration 3F: 3 clusters Score -3395708 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3396852.250000 Penalty: 3398.207031
	Iteration 4F: 3 clusters Score -3396852 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3398393.750000 Penalty: 3398.207031
	Iteration 5F: 3 clusters Score -3398394 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3400409.500000 Penalty: 3398.207031
	Iteration 6F: 3 clusters Score -3400410 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3402447.500000 Penalty: 3398.207031
	Iteration 7F: 3 clusters Score -3402448 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3403847.750000 Penalty: 3398.207031
	Iteration 8F: 3 clusters Score -3403848 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3404549.250000 Penalty: 3398.207031
	Iteration 9Q: 3 clusters Score -3404549 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3404946.250000 Penalty: 3398.207031
	Iteration 10Q: 3 clusters Score -3404946 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3405253.250000 Penalty: 3398.207031
	Iteration 11Q: 3 clusters Score -3405253 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -3405449.000000 Penalty: 3398.207031
	Iteration 12Q: 3 clusters Score -3405449 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3405589.000000 Penalty: 3398.207031
	Iteration 13Q: 3 clusters Score -3405589 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3405675.250000 Penalty: 3398.207031
	Iteration 14Q: 3 clusters Score -3405675 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3405779.500000 Penalty: 3398.207031
	Iteration 15Q: 3 clusters Score -3405780 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3405827.000000 Penalty: 3398.207031
	Iteration 16Q: 3 clusters Score -3405827 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3405877.250000 Penalty: 3398.207031
	Iteration 17Q: 3 clusters Score -3405877 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3405919.000000 Penalty: 3398.207031
	Iteration 18Q: 3 clusters Score -3405919 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3405968.250000 Penalty: 3398.207031
	Iteration 19Q: 3 clusters Score -3405968 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -3406018.500000 Penalty: 3398.207031
	Iteration 20F: 3 clusters Score -3406018 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3406048.000000 Penalty: 3398.207031
	Iteration 21Q: 3 clusters Score -3406048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3406095.500000 Penalty: 3398.207031
	Iteration 22Q: 3 clusters Score -3406096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3406116.750000 Penalty: 3398.207031
	Iteration 23Q: 3 clusters Score -3406117 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -3406165.750000 Penalty: 3398.207031
	Iteration 24Q: 3 clusters Score -3406166 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -3406189.500000 Penalty: 3398.207031
	Iteration 25Q: 3 clusters Score -3406190 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3406216.750000 Penalty: 3398.207031
	Iteration 26Q: 3 clusters Score -3406217 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -3406205.750000 Penalty: 3398.207031
	Iteration 27Q: 3 clusters Score -3406206 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -3406215.500000 Penalty: 3398.207031
	Iteration 28Q: 3 clusters Score -3406216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3406217.250000 Penalty: 3398.207031
	Iteration 29Q: 3 clusters Score -3406217 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -3406240.500000 Penalty: 3398.207031
	Iteration 30Q: 3 clusters Score -3406240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3406241.250000 Penalty: 3398.207031
	Iteration 31Q: 3 clusters Score -3406241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -3406257.000000 Penalty: 3398.207031
	Iteration 32Q: 3 clusters Score -3406257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -3406243.750000 Penalty: 3398.207031
	Iteration 33Q: 3 clusters Score -3406244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3406249.250000 Penalty: 3398.207031
	Iteration 34Q: 3 clusters Score -3406249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -3406249.750000 Penalty: 3398.207031
	Iteration 35Q: 3 clusters Score -3406250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -3406250.000000 Penalty: 3398.207031
	Iteration 36Q: 3 clusters Score -3406250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -3406246.000000 Penalty: 3398.207031
	Iteration 37Q: 3 clusters Score -3406246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -3406249.750000 Penalty: 3398.207031
	Iteration 38Q: 3 clusters Score -3406250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3406256.250000 Penalty: 3398.207031
	Iteration 39Q: 3 clusters Score -3406256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -3406258.000000 Penalty: 3398.207031
	Iteration 40F: 3 clusters Score -3406258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -3406255.250000 Penalty: 3398.207031
	Iteration 41Q: 3 clusters Score -3406255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3406262.000000 Penalty: 3398.207031
	Iteration 42Q: 3 clusters Score -3406262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3406261.000000 Penalty: 3398.207031
	Iteration 43Q: 3 clusters Score -3406261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -3406274.500000 Penalty: 3398.207031
	Iteration 44Q: 3 clusters Score -3406274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -3406261.250000 Penalty: 3398.207031
	Iteration 45Q: 3 clusters Score -3406261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -3406240.250000 Penalty: 3398.207031
	Iteration 46Q: 3 clusters Score -3406240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -3406221.750000 Penalty: 3398.207031
	Iteration 47Q: 3 clusters Score -3406222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -3406220.250000 Penalty: 3398.207031
	Iteration 48Q: 3 clusters Score -3406220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -3406213.250000 Penalty: 3398.207031
	Iteration 49Q: 3 clusters Score -3406213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -3406209.250000 Penalty: 3398.207031
	Iteration 50Q: 3 clusters Score -3406209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -3406202.000000 Penalty: 3398.207031
	Iteration 51Q: 3 clusters Score -3406202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -3406209.250000 Penalty: 3398.207031
	Iteration 52Q: 3 clusters Score -3406209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3406217.000000 Penalty: 3398.207031
	Iteration 53Q: 3 clusters Score -3406217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -3406196.750000 Penalty: 3398.207031
	Iteration 54Q: 3 clusters Score -3406197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -3406190.250000 Penalty: 3398.207031
	Iteration 55Q: 3 clusters Score -3406190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -3406190.500000 Penalty: 3398.207031
	Iteration 56Q: 3 clusters Score -3406190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -3406176.000000 Penalty: 3398.207031
	Iteration 57Q: 3 clusters Score -3406176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -3406169.750000 Penalty: 3398.207031
	Iteration 58Q: 3 clusters Score -3406170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -3406160.000000 Penalty: 3398.207031
	Iteration 59Q: 3 clusters Score -3406160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -3406157.000000 Penalty: 3398.207031
	Iteration 60F: 3 clusters Score -3406157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3406158.750000 Penalty: 3398.207031
	Iteration 61Q: 3 clusters Score -3406159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3406154.000000 Penalty: 3398.207031
	Iteration 62Q: 3 clusters Score -3406154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3406152.500000 Penalty: 3398.207031
	Iteration 63Q: 3 clusters Score -3406152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -3406151.500000 Penalty: 3398.207031
	Iteration 64Q: 3 clusters Score -3406152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -3406154.500000 Penalty: 3398.207031
	Iteration 65Q: 3 clusters Score -3406154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -3406148.000000 Penalty: 3398.207031
	Iteration 66Q: 3 clusters Score -3406148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -3406148.250000 Penalty: 3398.207031
	Iteration 67Q: 3 clusters Score -3406148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -3406137.500000 Penalty: 3398.207031
	Iteration 68Q: 3 clusters Score -3406138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -3406139.250000 Penalty: 3398.207031
	Iteration 69Q: 3 clusters Score -3406139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3406145.750000 Penalty: 3398.207031
	Iteration 70Q: 3 clusters Score -3406146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -3406143.250000 Penalty: 3398.207031
	Iteration 71Q: 3 clusters Score -3406143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -3406142.000000 Penalty: 3398.207031
	Iteration 72Q: 3 clusters Score -3406142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -3406139.250000 Penalty: 3398.207031
	Iteration 73Q: 3 clusters Score -3406139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -3406136.750000 Penalty: 3398.207031
	Iteration 74Q: 3 clusters Score -3406137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -3406136.750000 Penalty: 3398.207031
	Iteration 75F: 3 clusters Score -3406137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -320155.625000 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -320155.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -317123.156250 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -317123.2 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -318093.625000 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -318093.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -318455.156250 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -318455.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -318817.750000 Penalty: 2658.695312
	Iteration 3F: 3 clusters Score -318817.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -319075.843750 Penalty: 2658.695312
	Iteration 4F: 3 clusters Score -319075.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -319267.406250 Penalty: 2658.695312
	Iteration 5F: 3 clusters Score -319267.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -319428.812500 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -319428.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -319555.406250 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -319555.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -319663.125000 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -319663.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -319732.750000 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -319732.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -319777.000000 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -319777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -319803.593750 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -319803.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -319819.843750 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -319819.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -319829.687500 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -319829.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -319839.531250 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -319839.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -319846.281250 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -319846.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -319853.437500 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -319853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -319856.562500 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -319856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -319858.250000 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -319858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -319858.937500 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -319858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -319858.937500 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -319858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60799.531250 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60799.53 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60986.191406 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -60986.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61042.835938 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -61042.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61074.875000 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -61074.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61095.507812 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -61095.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61120.546875 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61120.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61132.992188 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61132.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61138.187500 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61138.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61142.117188 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61142.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61144.855469 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61144.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61145.406250 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61145.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61145.406250 Penalty: 2119.201904
	Iteration 11F: 3 clusters Score -61145.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -124113.726562 Penalty: 1194.875732
	Iteration 0F: 2 clusters Score -124113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122272.046875 Penalty: 2389.751465
	Iteration 0F: 3 clusters Score -122272 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122702.593750 Penalty: 2389.751465
	Iteration 1F: 3 clusters Score -122702.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122854.968750 Penalty: 2389.751465
	Iteration 2F: 3 clusters Score -122855 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122967.070312 Penalty: 2389.751465
	Iteration 3F: 3 clusters Score -122967.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -123027.578125 Penalty: 2389.751465
	Iteration 4Q: 3 clusters Score -123027.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123073.125000 Penalty: 2389.751465
	Iteration 5Q: 3 clusters Score -123073.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -123100.820312 Penalty: 2389.751465
	Iteration 6Q: 3 clusters Score -123100.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -123122.500000 Penalty: 2389.751465
	Iteration 7Q: 3 clusters Score -123122.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -123138.148438 Penalty: 2389.751465
	Iteration 8Q: 3 clusters Score -123138.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -123153.570312 Penalty: 2389.751465
	Iteration 9Q: 3 clusters Score -123153.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -123169.257812 Penalty: 2389.751465
	Iteration 10Q: 3 clusters Score -123169.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -123183.335938 Penalty: 2389.751465
	Iteration 11Q: 3 clusters Score -123183.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -123191.773438 Penalty: 2389.751465
	Iteration 12Q: 3 clusters Score -123191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -123202.554688 Penalty: 2389.751465
	Iteration 13Q: 3 clusters Score -123202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123209.515625 Penalty: 2389.751465
	Iteration 14Q: 3 clusters Score -123209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -123215.515625 Penalty: 2389.751465
	Iteration 15Q: 3 clusters Score -123215.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -123222.820312 Penalty: 2389.751465
	Iteration 16Q: 3 clusters Score -123222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -123233.242188 Penalty: 2389.751465
	Iteration 17Q: 3 clusters Score -123233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -123242.812500 Penalty: 2389.751465
	Iteration 18Q: 3 clusters Score -123242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -123248.546875 Penalty: 2389.751465
	Iteration 19Q: 3 clusters Score -123248.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -123252.054688 Penalty: 2389.751465
	Iteration 20F: 3 clusters Score -123252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -123253.937500 Penalty: 2389.751465
	Iteration 21Q: 3 clusters Score -123253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -123257.726562 Penalty: 2389.751465
	Iteration 22Q: 3 clusters Score -123257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -123258.656250 Penalty: 2389.751465
	Iteration 23Q: 3 clusters Score -123258.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -123258.656250 Penalty: 2389.751465
	Iteration 24F: 3 clusters Score -123258.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -140189.453125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -140189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138409.093750 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -138409.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138801.671875 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -138801.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138957.828125 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -138957.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139060.875000 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -139060.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139138.468750 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -139138.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -139194.656250 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -139194.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -139218.921875 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -139218.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139234.609375 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -139234.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139247.890625 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -139247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139257.921875 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -139257.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139268.781250 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -139268.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139276.468750 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -139276.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139288.734375 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -139288.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139295.671875 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -139295.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139305.500000 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -139305.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139315.390625 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -139315.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -139322.609375 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -139322.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -139327.187500 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -139327.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -139331.453125 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -139331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -139333.359375 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -139333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -139334.453125 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -139334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139336.218750 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -139336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139337.140625 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -139337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -139338.578125 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -139338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139338.640625 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -139338.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139338.640625 Penalty: 2392.859619
	Iteration 25F: 3 clusters Score -139338.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (37996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Entering Unmasked Estep 
Score: -3626515.500000 Penalty: 1713.600952
	Iteration 0F: 2 clusters Score -3626516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3602382.000000 Penalty: 3427.201904
	Iteration 0F: 3 clusters Score -3602382 nChanged 17707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3612225.500000 Penalty: 3427.201904
	Iteration 1F: 3 clusters Score -3612226 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3612557.000000 Penalty: 3427.201904
	Iteration 2Q: 3 clusters Score -3612557 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3612874.500000 Penalty: 3427.201904
	Iteration 3Q: 3 clusters Score -3612874 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3613239.750000 Penalty: 3427.201904
	Iteration 4Q: 3 clusters Score -3613240 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3613783.250000 Penalty: 3427.201904
	Iteration 5Q: 3 clusters Score -3613783 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3614607.500000 Penalty: 3427.201904
	Iteration 6Q: 3 clusters Score -3614608 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3615983.250000 Penalty: 3427.201904
	Iteration 7F: 3 clusters Score -3615983 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3618068.000000 Penalty: 3427.201904
	Iteration 8F: 3 clusters Score -3618068 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3620626.500000 Penalty: 3427.201904
	Iteration 9F: 3 clusters Score -3620626 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3622755.000000 Penalty: 3427.201904
	Iteration 10F: 3 clusters Score -3622755 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3623744.250000 Penalty: 3427.201904
	Iteration 11Q: 3 clusters Score -3623744 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3624217.250000 Penalty: 3427.201904
	Iteration 12Q: 3 clusters Score -3624217 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3624531.750000 Penalty: 3427.201904
	Iteration 13Q: 3 clusters Score -3624532 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3624699.250000 Penalty: 3427.201904
	Iteration 14Q: 3 clusters Score -3624699 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3624760.750000 Penalty: 3427.201904
	Iteration 15Q: 3 clusters Score -3624761 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3624791.000000 Penalty: 3427.201904
	Iteration 16Q: 3 clusters Score -3624791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3624823.500000 Penalty: 3427.201904
	Iteration 17Q: 3 clusters Score -3624824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3624869.000000 Penalty: 3427.201904
	Iteration 18Q: 3 clusters Score -3624869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3624897.500000 Penalty: 3427.201904
	Iteration 19Q: 3 clusters Score -3624898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3624914.500000 Penalty: 3427.201904
	Iteration 20F: 3 clusters Score -3624914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3624931.500000 Penalty: 3427.201904
	Iteration 21Q: 3 clusters Score -3624932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3624932.750000 Penalty: 3427.201904
	Iteration 22Q: 3 clusters Score -3624933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3624938.250000 Penalty: 3427.201904
	Iteration 23Q: 3 clusters Score -3624938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3624941.500000 Penalty: 3427.201904
	Iteration 24Q: 3 clusters Score -3624942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3624941.500000 Penalty: 3427.201904
	Iteration 25Q: 3 clusters Score -3624942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3624944.500000 Penalty: 3427.201904
	Iteration 26Q: 3 clusters Score -3624944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3624950.000000 Penalty: 3427.201904
	Iteration 27Q: 3 clusters Score -3624950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3624948.000000 Penalty: 3427.201904
	Iteration 28Q: 3 clusters Score -3624948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3624948.750000 Penalty: 3427.201904
	Iteration 29Q: 3 clusters Score -3624949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3624948.750000 Penalty: 3427.201904
	Iteration 30F: 3 clusters Score -3624949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -116993.296875 Penalty: 1181.538940
	Iteration 0F: 2 clusters Score -116993.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -115306.921875 Penalty: 2363.077881
	Iteration 0F: 3 clusters Score -115306.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -115708.656250 Penalty: 2363.077881
	Iteration 1F: 3 clusters Score -115708.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -115884.742188 Penalty: 2363.077881
	Iteration 2F: 3 clusters Score -115884.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -116018.921875 Penalty: 2363.077881
	Iteration 3F: 3 clusters Score -116018.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116133.929688 Penalty: 2363.077881
	Iteration 4F: 3 clusters Score -116133.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -116253.445312 Penalty: 2363.077881
	Iteration 5F: 3 clusters Score -116253.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -116406.171875 Penalty: 2363.077881
	Iteration 6F: 3 clusters Score -116406.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -116512.164062 Penalty: 2363.077881
	Iteration 7F: 3 clusters Score -116512.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -116605.671875 Penalty: 2363.077881
	Iteration 8Q: 3 clusters Score -116605.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -116668.117188 Penalty: 2363.077881
	Iteration 9Q: 3 clusters Score -116668.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116729.726562 Penalty: 2363.077881
	Iteration 10Q: 3 clusters Score -116729.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116763.117188 Penalty: 2363.077881
	Iteration 11Q: 3 clusters Score -116763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116778.664062 Penalty: 2363.077881
	Iteration 12Q: 3 clusters Score -116778.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -116788.164062 Penalty: 2363.077881
	Iteration 13Q: 3 clusters Score -116788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116799.476562 Penalty: 2363.077881
	Iteration 14Q: 3 clusters Score -116799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116808.781250 Penalty: 2363.077881
	Iteration 15Q: 3 clusters Score -116808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116815.109375 Penalty: 2363.077881
	Iteration 16Q: 3 clusters Score -116815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116820.312500 Penalty: 2363.077881
	Iteration 17Q: 3 clusters Score -116820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116823.109375 Penalty: 2363.077881
	Iteration 18Q: 3 clusters Score -116823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116827.179688 Penalty: 2363.077881
	Iteration 19Q: 3 clusters Score -116827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116830.125000 Penalty: 2363.077881
	Iteration 20F: 3 clusters Score -116830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116832.156250 Penalty: 2363.077881
	Iteration 21Q: 3 clusters Score -116832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116833.960938 Penalty: 2363.077881
	Iteration 22Q: 3 clusters Score -116834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116834.820312 Penalty: 2363.077881
	Iteration 23Q: 3 clusters Score -116834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116835.484375 Penalty: 2363.077881
	Iteration 24Q: 3 clusters Score -116835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116836.093750 Penalty: 2363.077881
	Iteration 25Q: 3 clusters Score -116836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116837.500000 Penalty: 2363.077881
	Iteration 26Q: 3 clusters Score -116837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116840.218750 Penalty: 2363.077881
	Iteration 27Q: 3 clusters Score -116840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116840.804688 Penalty: 2363.077881
	Iteration 28Q: 3 clusters Score -116840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116841.007812 Penalty: 2363.077881
	Iteration 29Q: 3 clusters Score -116841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116841.648438 Penalty: 2363.077881
	Iteration 30Q: 3 clusters Score -116841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -116842.765625 Penalty: 2363.077881
	Iteration 31Q: 3 clusters Score -116842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -116845.437500 Penalty: 2363.077881
	Iteration 32Q: 3 clusters Score -116845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -116845.679688 Penalty: 2363.077881
	Iteration 33Q: 3 clusters Score -116845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -116845.679688 Penalty: 2363.077881
	Iteration 34F: 3 clusters Score -116845.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Entering Unmasked Estep 
Score: -443670.875000 Penalty: 1374.954468
	Iteration 0F: 2 clusters Score -443670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -439850.375000 Penalty: 2749.908936
	Iteration 0F: 3 clusters Score -439850.4 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -440889.656250 Penalty: 2749.908936
	Iteration 1F: 3 clusters Score -440889.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -441102.843750 Penalty: 2749.908936
	Iteration 2F: 3 clusters Score -441102.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -441260.062500 Penalty: 2749.908936
	Iteration 3F: 3 clusters Score -441260.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -441368.468750 Penalty: 2749.908936
	Iteration 4Q: 3 clusters Score -441368.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441468.000000 Penalty: 2749.908936
	Iteration 5Q: 3 clusters Score -441468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -441539.093750 Penalty: 2749.908936
	Iteration 6Q: 3 clusters Score -441539.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -441628.093750 Penalty: 2749.908936
	Iteration 7Q: 3 clusters Score -441628.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -441732.968750 Penalty: 2749.908936
	Iteration 8Q: 3 clusters Score -441733 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -441833.156250 Penalty: 2749.908936
	Iteration 9Q: 3 clusters Score -441833.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -441906.000000 Penalty: 2749.908936
	Iteration 10Q: 3 clusters Score -441906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -441979.375000 Penalty: 2749.908936
	Iteration 11Q: 3 clusters Score -441979.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -442055.968750 Penalty: 2749.908936
	Iteration 12Q: 3 clusters Score -442056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -442129.656250 Penalty: 2749.908936
	Iteration 13Q: 3 clusters Score -442129.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -442206.812500 Penalty: 2749.908936
	Iteration 14Q: 3 clusters Score -442206.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -442278.625000 Penalty: 2749.908936
	Iteration 15Q: 3 clusters Score -442278.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -442334.687500 Penalty: 2749.908936
	Iteration 16Q: 3 clusters Score -442334.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -442376.062500 Penalty: 2749.908936
	Iteration 17Q: 3 clusters Score -442376.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -442410.187500 Penalty: 2749.908936
	Iteration 18Q: 3 clusters Score -442410.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -442431.625000 Penalty: 2749.908936
	Iteration 19Q: 3 clusters Score -442431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -442451.031250 Penalty: 2749.908936
	Iteration 20F: 3 clusters Score -442451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -442459.718750 Penalty: 2749.908936
	Iteration 21Q: 3 clusters Score -442459.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -442464.656250 Penalty: 2749.908936
	Iteration 22Q: 3 clusters Score -442464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -442474.843750 Penalty: 2749.908936
	Iteration 23Q: 3 clusters Score -442474.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -442488.718750 Penalty: 2749.908936
	Iteration 24Q: 3 clusters Score -442488.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -442500.125000 Penalty: 2749.908936
	Iteration 25Q: 3 clusters Score -442500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -442508.187500 Penalty: 2749.908936
	Iteration 26Q: 3 clusters Score -442508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -442516.062500 Penalty: 2749.908936
	Iteration 27Q: 3 clusters Score -442516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -442523.343750 Penalty: 2749.908936
	Iteration 28Q: 3 clusters Score -442523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -442530.375000 Penalty: 2749.908936
	Iteration 29Q: 3 clusters Score -442530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -442534.468750 Penalty: 2749.908936
	Iteration 30Q: 3 clusters Score -442534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -442535.375000 Penalty: 2749.908936
	Iteration 31Q: 3 clusters Score -442535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -442538.843750 Penalty: 2749.908936
	Iteration 32Q: 3 clusters Score -442538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -442542.968750 Penalty: 2749.908936
	Iteration 33Q: 3 clusters Score -442543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -442546.875000 Penalty: 2749.908936
	Iteration 34Q: 3 clusters Score -442546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -442549.093750 Penalty: 2749.908936
	Iteration 35Q: 3 clusters Score -442549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -442549.093750 Penalty: 2749.908936
	Iteration 36F: 3 clusters Score -442549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -461142.718750 Penalty: 1385.112793
	Iteration 0F: 2 clusters Score -461142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -457152.687500 Penalty: 2770.225586
	Iteration 0F: 3 clusters Score -457152.7 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -458315.875000 Penalty: 2770.225586
	Iteration 1F: 3 clusters Score -458315.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -458537.843750 Penalty: 2770.225586
	Iteration 2F: 3 clusters Score -458537.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -458715.375000 Penalty: 2770.225586
	Iteration 3F: 3 clusters Score -458715.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -458874.406250 Penalty: 2770.225586
	Iteration 4F: 3 clusters Score -458874.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -459012.531250 Penalty: 2770.225586
	Iteration 5Q: 3 clusters Score -459012.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -459123.625000 Penalty: 2770.225586
	Iteration 6Q: 3 clusters Score -459123.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -459224.406250 Penalty: 2770.225586
	Iteration 7Q: 3 clusters Score -459224.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -459304.843750 Penalty: 2770.225586
	Iteration 8Q: 3 clusters Score -459304.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -459383.812500 Penalty: 2770.225586
	Iteration 9Q: 3 clusters Score -459383.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -459448.156250 Penalty: 2770.225586
	Iteration 10Q: 3 clusters Score -459448.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -459511.406250 Penalty: 2770.225586
	Iteration 11Q: 3 clusters Score -459511.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -459577.781250 Penalty: 2770.225586
	Iteration 12Q: 3 clusters Score -459577.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -459637.593750 Penalty: 2770.225586
	Iteration 13Q: 3 clusters Score -459637.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -459691.250000 Penalty: 2770.225586
	Iteration 14Q: 3 clusters Score -459691.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -459727.687500 Penalty: 2770.225586
	Iteration 15Q: 3 clusters Score -459727.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -459751.375000 Penalty: 2770.225586
	Iteration 16Q: 3 clusters Score -459751.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -459775.250000 Penalty: 2770.225586
	Iteration 17Q: 3 clusters Score -459775.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -459793.343750 Penalty: 2770.225586
	Iteration 18Q: 3 clusters Score -459793.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -459809.531250 Penalty: 2770.225586
	Iteration 19Q: 3 clusters Score -459809.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -459824.187500 Penalty: 2770.225586
	Iteration 20F: 3 clusters Score -459824.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -459836.000000 Penalty: 2770.225586
	Iteration 21Q: 3 clusters Score -459836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -459849.218750 Penalty: 2770.225586
	Iteration 22Q: 3 clusters Score -459849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -459862.125000 Penalty: 2770.225586
	Iteration 23Q: 3 clusters Score -459862.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -459880.906250 Penalty: 2770.225586
	Iteration 24Q: 3 clusters Score -459880.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -459900.531250 Penalty: 2770.225586
	Iteration 25Q: 3 clusters Score -459900.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -459917.562500 Penalty: 2770.225586
	Iteration 26Q: 3 clusters Score -459917.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -459931.125000 Penalty: 2770.225586
	Iteration 27Q: 3 clusters Score -459931.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -459946.531250 Penalty: 2770.225586
	Iteration 28Q: 3 clusters Score -459946.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -459958.281250 Penalty: 2770.225586
	Iteration 29Q: 3 clusters Score -459958.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -459980.500000 Penalty: 2770.225586
	Iteration 30Q: 3 clusters Score -459980.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -460001.687500 Penalty: 2770.225586
	Iteration 31Q: 3 clusters Score -460001.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -460024.062500 Penalty: 2770.225586
	Iteration 32Q: 3 clusters Score -460024.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -460045.437500 Penalty: 2770.225586
	Iteration 33Q: 3 clusters Score -460045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -460056.687500 Penalty: 2770.225586
	Iteration 34Q: 3 clusters Score -460056.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -460063.562500 Penalty: 2770.225586
	Iteration 35Q: 3 clusters Score -460063.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -460070.968750 Penalty: 2770.225586
	Iteration 36Q: 3 clusters Score -460071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -460085.968750 Penalty: 2770.225586
	Iteration 37Q: 3 clusters Score -460086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -460095.531250 Penalty: 2770.225586
	Iteration 38Q: 3 clusters Score -460095.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -460106.062500 Penalty: 2770.225586
	Iteration 39Q: 3 clusters Score -460106.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -460121.375000 Penalty: 2770.225586
	Iteration 40F: 3 clusters Score -460121.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -460137.281250 Penalty: 2770.225586
	Iteration 41Q: 3 clusters Score -460137.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -460151.343750 Penalty: 2770.225586
	Iteration 42Q: 3 clusters Score -460151.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -460162.562500 Penalty: 2770.225586
	Iteration 43Q: 3 clusters Score -460162.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -460170.375000 Penalty: 2770.225586
	Iteration 44Q: 3 clusters Score -460170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -460173.375000 Penalty: 2770.225586
	Iteration 45Q: 3 clusters Score -460173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -460178.687500 Penalty: 2770.225586
	Iteration 46Q: 3 clusters Score -460178.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -460184.375000 Penalty: 2770.225586
	Iteration 47Q: 3 clusters Score -460184.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -460191.937500 Penalty: 2770.225586
	Iteration 48Q: 3 clusters Score -460191.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -460199.281250 Penalty: 2770.225586
	Iteration 49Q: 3 clusters Score -460199.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -460204.437500 Penalty: 2770.225586
	Iteration 50Q: 3 clusters Score -460204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -460207.187500 Penalty: 2770.225586
	Iteration 51Q: 3 clusters Score -460207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -460209.875000 Penalty: 2770.225586
	Iteration 52Q: 3 clusters Score -460209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -460210.031250 Penalty: 2770.225586
	Iteration 53Q: 3 clusters Score -460210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -460210.031250 Penalty: 2770.225586
	Iteration 54F: 3 clusters Score -460210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Entering Unmasked Estep 
Score: -892571.812500 Penalty: 1484.835205
	Iteration 0F: 2 clusters Score -892571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -885900.125000 Penalty: 2969.670410
	Iteration 0F: 3 clusters Score -885900.1 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -888002.125000 Penalty: 2969.670410
	Iteration 1F: 3 clusters Score -888002.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -888273.125000 Penalty: 2969.670410
	Iteration 2F: 3 clusters Score -888273.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -888480.250000 Penalty: 2969.670410
	Iteration 3Q: 3 clusters Score -888480.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -888659.125000 Penalty: 2969.670410
	Iteration 4Q: 3 clusters Score -888659.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -888821.000000 Penalty: 2969.670410
	Iteration 5Q: 3 clusters Score -888821 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -888965.937500 Penalty: 2969.670410
	Iteration 6Q: 3 clusters Score -888965.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -889108.125000 Penalty: 2969.670410
	Iteration 7Q: 3 clusters Score -889108.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -889239.062500 Penalty: 2969.670410
	Iteration 8Q: 3 clusters Score -889239.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -889375.750000 Penalty: 2969.670410
	Iteration 9Q: 3 clusters Score -889375.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -889525.562500 Penalty: 2969.670410
	Iteration 10Q: 3 clusters Score -889525.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -889684.187500 Penalty: 2969.670410
	Iteration 11Q: 3 clusters Score -889684.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -889870.875000 Penalty: 2969.670410
	Iteration 12Q: 3 clusters Score -889870.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -890057.750000 Penalty: 2969.670410
	Iteration 13Q: 3 clusters Score -890057.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -890287.125000 Penalty: 2969.670410
	Iteration 14Q: 3 clusters Score -890287.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -890532.937500 Penalty: 2969.670410
	Iteration 15Q: 3 clusters Score -890532.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -890780.125000 Penalty: 2969.670410
	Iteration 16Q: 3 clusters Score -890780.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -890950.312500 Penalty: 2969.670410
	Iteration 17Q: 3 clusters Score -890950.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -891085.062500 Penalty: 2969.670410
	Iteration 18Q: 3 clusters Score -891085.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -891193.625000 Penalty: 2969.670410
	Iteration 19Q: 3 clusters Score -891193.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -891261.125000 Penalty: 2969.670410
	Iteration 20F: 3 clusters Score -891261.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -891304.937500 Penalty: 2969.670410
	Iteration 21Q: 3 clusters Score -891304.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -891339.812500 Penalty: 2969.670410
	Iteration 22Q: 3 clusters Score -891339.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -891376.812500 Penalty: 2969.670410
	Iteration 23Q: 3 clusters Score -891376.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -891400.562500 Penalty: 2969.670410
	Iteration 24Q: 3 clusters Score -891400.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -891423.125000 Penalty: 2969.670410
	Iteration 25Q: 3 clusters Score -891423.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -891442.000000 Penalty: 2969.670410
	Iteration 26Q: 3 clusters Score -891442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -891458.625000 Penalty: 2969.670410
	Iteration 27Q: 3 clusters Score -891458.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -891470.250000 Penalty: 2969.670410
	Iteration 28Q: 3 clusters Score -891470.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -891482.687500 Penalty: 2969.670410
	Iteration 29Q: 3 clusters Score -891482.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -891493.812500 Penalty: 2969.670410
	Iteration 30Q: 3 clusters Score -891493.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -891502.500000 Penalty: 2969.670410
	Iteration 31Q: 3 clusters Score -891502.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -891512.812500 Penalty: 2969.670410
	Iteration 32Q: 3 clusters Score -891512.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -891511.500000 Penalty: 2969.670410
	Iteration 33Q: 3 clusters Score -891511.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -891514.500000 Penalty: 2969.670410
	Iteration 34Q: 3 clusters Score -891514.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -891516.437500 Penalty: 2969.670410
	Iteration 35Q: 3 clusters Score -891516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -891515.937500 Penalty: 2969.670410
	Iteration 36Q: 3 clusters Score -891515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -891517.812500 Penalty: 2969.670410
	Iteration 37Q: 3 clusters Score -891517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -891517.875000 Penalty: 2969.670410
	Iteration 38Q: 3 clusters Score -891517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -891519.312500 Penalty: 2969.670410
	Iteration 39Q: 3 clusters Score -891519.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -891519.312500 Penalty: 2969.670410
	Iteration 40F: 3 clusters Score -891519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -891519.187500 Penalty: 2969.670410
	Iteration 41Q: 3 clusters Score -891519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -891519.687500 Penalty: 2969.670410
	Iteration 42Q: 3 clusters Score -891519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -891518.812500 Penalty: 2969.670410
	Iteration 43Q: 3 clusters Score -891518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -891519.125000 Penalty: 2969.670410
	Iteration 44Q: 3 clusters Score -891519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -891518.437500 Penalty: 2969.670410
	Iteration 45Q: 3 clusters Score -891518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -891518.812500 Penalty: 2969.670410
	Iteration 46Q: 3 clusters Score -891518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -891518.250000 Penalty: 2969.670410
	Iteration 47Q: 3 clusters Score -891518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -891519.812500 Penalty: 2969.670410
	Iteration 48Q: 3 clusters Score -891519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -891519.812500 Penalty: 2969.670410
	Iteration 49F: 3 clusters Score -891519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (11840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Entering Unmasked Estep 
Score: -1160600.875000 Penalty: 1524.126343
	Iteration 0F: 2 clusters Score -1160601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1152294.875000 Penalty: 3048.252686
	Iteration 0F: 3 clusters Score -1152295 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1155042.625000 Penalty: 3048.252686
	Iteration 1F: 3 clusters Score -1155043 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1155246.750000 Penalty: 3048.252686
	Iteration 2F: 3 clusters Score -1155247 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1155409.375000 Penalty: 3048.252686
	Iteration 3Q: 3 clusters Score -1155409 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1155551.125000 Penalty: 3048.252686
	Iteration 4Q: 3 clusters Score -1155551 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1155705.375000 Penalty: 3048.252686
	Iteration 5Q: 3 clusters Score -1155705 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1155891.500000 Penalty: 3048.252686
	Iteration 6Q: 3 clusters Score -1155892 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1156122.000000 Penalty: 3048.252686
	Iteration 7Q: 3 clusters Score -1156122 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1156467.125000 Penalty: 3048.252686
	Iteration 8Q: 3 clusters Score -1156467 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1156926.875000 Penalty: 3048.252686
	Iteration 9F: 3 clusters Score -1156927 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1157440.500000 Penalty: 3048.252686
	Iteration 10F: 3 clusters Score -1157440 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1157961.000000 Penalty: 3048.252686
	Iteration 11F: 3 clusters Score -1157961 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1158413.500000 Penalty: 3048.252686
	Iteration 12Q: 3 clusters Score -1158414 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1158721.125000 Penalty: 3048.252686
	Iteration 13Q: 3 clusters Score -1158721 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1158939.750000 Penalty: 3048.252686
	Iteration 14Q: 3 clusters Score -1158940 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1159072.000000 Penalty: 3048.252686
	Iteration 15Q: 3 clusters Score -1159072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1159146.125000 Penalty: 3048.252686
	Iteration 16Q: 3 clusters Score -1159146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1159193.625000 Penalty: 3048.252686
	Iteration 17Q: 3 clusters Score -1159194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1159225.375000 Penalty: 3048.252686
	Iteration 18Q: 3 clusters Score -1159225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1159246.125000 Penalty: 3048.252686
	Iteration 19Q: 3 clusters Score -1159246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1159260.500000 Penalty: 3048.252686
	Iteration 20F: 3 clusters Score -1159260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1159269.250000 Penalty: 3048.252686
	Iteration 21Q: 3 clusters Score -1159269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1159272.625000 Penalty: 3048.252686
	Iteration 22Q: 3 clusters Score -1159273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1159276.000000 Penalty: 3048.252686
	Iteration 23Q: 3 clusters Score -1159276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1159276.000000 Penalty: 3048.252686
	Iteration 24Q: 3 clusters Score -1159276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1159278.625000 Penalty: 3048.252686
	Iteration 25Q: 3 clusters Score -1159279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1159278.625000 Penalty: 3048.252686
	Iteration 26F: 3 clusters Score -1159279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 29609 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 23011 members 
Mstep: Class 7 contains 19803 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15960 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 13 contains 948 members 
Mstep: Class 14 contains 36421 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 48972 members 
Mstep: Class 18 contains 22706 members 
Mstep: Class 19 contains 38301 members 
Mstep: Class 20 contains 38006 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38979 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5637 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 40339 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 34753 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37996 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4728 members 
Mstep: Class 44 contains 5033 members 
Mstep: Class 45 contains 9297 members 
Mstep: Class 46 contains 11840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784216.000000 Penalty: 98713.132812
Iteration 199Q: 47 clusters Score -4.978422e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6634 members 
Mstep: Class 4 contains 29607 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 19805 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15953 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 37618 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 48926 members 
Mstep: Class 18 contains 22706 members 
Mstep: Class 19 contains 38267 members 
Mstep: Class 20 contains 38003 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 38977 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5637 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 40306 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 33530 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37962 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4666 members 
Mstep: Class 44 contains 5033 members 
Mstep: Class 45 contains 9298 members 
Mstep: Class 46 contains 12091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784488.000000 Penalty: 98713.132812
Iteration 200F: 47 clusters Score -4.978449e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6631 members 
Mstep: Class 4 contains 29599 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 19804 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 38897 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5648 members 
Mstep: Class 17 contains 48942 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 38326 members 
Mstep: Class 20 contains 38005 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38968 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5631 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 40279 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 32030 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37911 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4620 members 
Mstep: Class 44 contains 5032 members 
Mstep: Class 45 contains 9304 members 
Mstep: Class 46 contains 12359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783420.000000 Penalty: 98713.132812
Iteration 201Q: 47 clusters Score -4.978342e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6631 members 
Mstep: Class 4 contains 29597 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 23093 members 
Mstep: Class 7 contains 19805 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 38467 members 
Mstep: Class 20 contains 38010 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38974 members 
Mstep: Class 24 contains 4334 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5626 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 40238 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 30495 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37855 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4593 members 
Mstep: Class 44 contains 5032 members 
Mstep: Class 45 contains 9305 members 
Mstep: Class 46 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781860.000000 Penalty: 98713.132812
Iteration 202Q: 47 clusters Score -4.978186e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6629 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 7333 members 
Mstep: Class 6 contains 23141 members 
Mstep: Class 7 contains 19805 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15934 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 40779 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 48950 members 
Mstep: Class 18 contains 22871 members 
Mstep: Class 19 contains 38596 members 
Mstep: Class 20 contains 38011 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38976 members 
Mstep: Class 24 contains 4334 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5624 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 40189 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4945 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 29234 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37828 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4597 members 
Mstep: Class 44 contains 5032 members 
Mstep: Class 45 contains 9308 members 
Mstep: Class 46 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780672.000000 Penalty: 98713.132812
Iteration 203Q: 47 clusters Score -4.978067e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 6627 members 
Mstep: Class 4 contains 29578 members 
Mstep: Class 5 contains 7332 members 
Mstep: Class 6 contains 23188 members 
Mstep: Class 7 contains 19804 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15927 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 40994 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5650 members 
Mstep: Class 17 contains 48965 members 
Mstep: Class 18 contains 22987 members 
Mstep: Class 19 contains 38638 members 
Mstep: Class 20 contains 38008 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38978 members 
Mstep: Class 24 contains 4334 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5627 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 40170 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4945 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 28460 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37793 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4623 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9312 members 
Mstep: Class 46 contains 13379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780068.000000 Penalty: 98713.132812
Iteration 204Q: 47 clusters Score -4.978007e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6625 members 
Mstep: Class 4 contains 29571 members 
Mstep: Class 5 contains 7332 members 
Mstep: Class 6 contains 23232 members 
Mstep: Class 7 contains 19805 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 40696 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 49028 members 
Mstep: Class 18 contains 23116 members 
Mstep: Class 19 contains 38572 members 
Mstep: Class 20 contains 38014 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38979 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 5633 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 40131 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4944 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 28219 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37760 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4651 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9313 members 
Mstep: Class 46 contains 13788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780148.000000 Penalty: 98713.132812
Iteration 205Q: 47 clusters Score -4.978015e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6621 members 
Mstep: Class 4 contains 29567 members 
Mstep: Class 5 contains 7328 members 
Mstep: Class 6 contains 23277 members 
Mstep: Class 7 contains 19806 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15905 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 955 members 
Mstep: Class 14 contains 40216 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 49087 members 
Mstep: Class 18 contains 23217 members 
Mstep: Class 19 contains 38324 members 
Mstep: Class 20 contains 38013 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38969 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 5635 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 40104 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4943 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 28365 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37768 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4674 members 
Mstep: Class 44 contains 5029 members 
Mstep: Class 45 contains 9314 members 
Mstep: Class 46 contains 14191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780244.000000 Penalty: 98713.132812
Iteration 206Q: 47 clusters Score -4.978024e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6614 members 
Mstep: Class 4 contains 29561 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23328 members 
Mstep: Class 7 contains 19804 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15896 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39503 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 49118 members 
Mstep: Class 18 contains 23297 members 
Mstep: Class 19 contains 38011 members 
Mstep: Class 20 contains 38018 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38962 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5642 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 40073 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4942 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 28888 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37746 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4682 members 
Mstep: Class 44 contains 5029 members 
Mstep: Class 45 contains 9316 members 
Mstep: Class 46 contains 14598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780824.000000 Penalty: 98713.132812
Iteration 207Q: 47 clusters Score -4.978082e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 29552 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23365 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15886 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 38735 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5667 members 
Mstep: Class 17 contains 49119 members 
Mstep: Class 18 contains 23337 members 
Mstep: Class 19 contains 37681 members 
Mstep: Class 20 contains 38018 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38963 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5649 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 40039 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4943 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 29611 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37702 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4681 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9316 members 
Mstep: Class 46 contains 14985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781612.000000 Penalty: 98713.132812
Iteration 208Q: 47 clusters Score -4.978161e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 29545 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23403 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15875 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37950 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 49084 members 
Mstep: Class 18 contains 23355 members 
Mstep: Class 19 contains 37318 members 
Mstep: Class 20 contains 38018 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38965 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5653 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 40002 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4944 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 30481 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37633 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4676 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9316 members 
Mstep: Class 46 contains 15378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782552.000000 Penalty: 98713.132812
Iteration 209Q: 47 clusters Score -4.978255e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 29537 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23444 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15859 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 37174 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5650 members 
Mstep: Class 17 contains 49046 members 
Mstep: Class 18 contains 23343 members 
Mstep: Class 19 contains 36934 members 
Mstep: Class 20 contains 38020 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38949 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5651 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39968 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4945 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 31428 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37576 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 4665 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9315 members 
Mstep: Class 46 contains 15759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783428.000000 Penalty: 98713.132812
Iteration 210Q: 47 clusters Score -4.978343e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 29531 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23481 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15846 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 36413 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5651 members 
Mstep: Class 17 contains 49029 members 
Mstep: Class 18 contains 23305 members 
Mstep: Class 19 contains 36529 members 
Mstep: Class 20 contains 38015 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 38937 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5651 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39921 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4945 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 32390 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37539 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 4660 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9317 members 
Mstep: Class 46 contains 16108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784232.000000 Penalty: 98713.132812
Iteration 211Q: 47 clusters Score -4.978423e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 29519 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23510 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15831 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 35691 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 49012 members 
Mstep: Class 18 contains 23243 members 
Mstep: Class 19 contains 36151 members 
Mstep: Class 20 contains 38013 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38925 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39888 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 33359 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37510 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 4635 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9318 members 
Mstep: Class 46 contains 16421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785240.000000 Penalty: 98713.132812
Iteration 212Q: 47 clusters Score -4.978524e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 29508 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23535 members 
Mstep: Class 7 contains 19801 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15815 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 35052 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 48976 members 
Mstep: Class 18 contains 23195 members 
Mstep: Class 19 contains 35783 members 
Mstep: Class 20 contains 38011 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38914 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 5645 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39855 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4947 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 34267 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37477 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 4614 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9321 members 
Mstep: Class 46 contains 16716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786120.000000 Penalty: 98713.132812
Iteration 213Q: 47 clusters Score -4.978612e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6572 members 
Mstep: Class 4 contains 29496 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23570 members 
Mstep: Class 7 contains 19800 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15801 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 34414 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 48940 members 
Mstep: Class 18 contains 23114 members 
Mstep: Class 19 contains 35473 members 
Mstep: Class 20 contains 38012 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38912 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 5648 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39821 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4947 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 35198 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37443 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4591 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9326 members 
Mstep: Class 46 contains 16931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786996.000000 Penalty: 98713.132812
Iteration 214Q: 47 clusters Score -4.9787e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 29489 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23597 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15783 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 33581 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 48876 members 
Mstep: Class 18 contains 23038 members 
Mstep: Class 19 contains 35175 members 
Mstep: Class 20 contains 38009 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38903 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4552 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5651 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39813 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 36360 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37409 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 5030 members 
Mstep: Class 45 contains 9329 members 
Mstep: Class 46 contains 17121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788052.000000 Penalty: 98713.132812
Iteration 215Q: 47 clusters Score -4.978805e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6560 members 
Mstep: Class 4 contains 29487 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 23623 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15765 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 32422 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5628 members 
Mstep: Class 17 contains 48867 members 
Mstep: Class 18 contains 22976 members 
Mstep: Class 19 contains 34947 members 
Mstep: Class 20 contains 38005 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 38905 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4553 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39783 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 37718 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37392 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4579 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9331 members 
Mstep: Class 46 contains 17260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787912.000000 Penalty: 98713.132812
Iteration 216Q: 47 clusters Score -4.978791e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 29485 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 23650 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15755 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 48884 members 
Mstep: Class 18 contains 22936 members 
Mstep: Class 19 contains 34785 members 
Mstep: Class 20 contains 38001 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 2293 members 
Mstep: Class 23 contains 38911 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 39749 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 39173 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1562 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37385 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 4631 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9334 members 
Mstep: Class 46 contains 17339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786568.000000 Penalty: 98713.132812
Iteration 217Q: 47 clusters Score -4.978657e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6545 members 
Mstep: Class 4 contains 29484 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 23668 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15745 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 29809 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 48996 members 
Mstep: Class 18 contains 22917 members 
Mstep: Class 19 contains 34678 members 
Mstep: Class 20 contains 37999 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38917 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5663 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 39717 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4947 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 40337 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37381 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4710 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9334 members 
Mstep: Class 46 contains 17388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785044.000000 Penalty: 98713.132812
Iteration 218Q: 47 clusters Score -4.978504e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 29482 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 23684 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15737 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 29003 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 49165 members 
Mstep: Class 18 contains 22864 members 
Mstep: Class 19 contains 34641 members 
Mstep: Class 20 contains 37996 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38922 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5664 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 39675 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4949 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 40977 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37376 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4802 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9334 members 
Mstep: Class 46 contains 17424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784304.000000 Penalty: 98713.132812
Iteration 219Q: 47 clusters Score -4.97843e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 29475 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 23711 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 28605 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 49365 members 
Mstep: Class 18 contains 22828 members 
Mstep: Class 19 contains 34645 members 
Mstep: Class 20 contains 37996 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38926 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4555 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5661 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39643 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4950 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 41124 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37363 members 
Mstep: Class 42 contains 1440 members 
Mstep: Class 43 contains 4901 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9335 members 
Mstep: Class 46 contains 17453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784016.000000 Penalty: 98713.132812
Iteration 220F: 47 clusters Score -4.978402e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 29472 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 23725 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 28596 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 49455 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 34653 members 
Mstep: Class 20 contains 37994 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5664 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39617 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4950 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 41021 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37365 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4970 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9334 members 
Mstep: Class 46 contains 17466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783864.000000 Penalty: 98713.132812
Iteration 221Q: 47 clusters Score -4.978386e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 29467 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 23734 members 
Mstep: Class 7 contains 19795 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15718 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 28858 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 49502 members 
Mstep: Class 18 contains 22725 members 
Mstep: Class 19 contains 34671 members 
Mstep: Class 20 contains 37990 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5664 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39601 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 40711 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37366 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 5011 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9335 members 
Mstep: Class 46 contains 17476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783828.000000 Penalty: 98713.132812
Iteration 222Q: 47 clusters Score -4.978383e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 29463 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 23748 members 
Mstep: Class 7 contains 19796 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 29279 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 49534 members 
Mstep: Class 18 contains 22683 members 
Mstep: Class 19 contains 34677 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38945 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4555 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39590 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 40295 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37351 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 5017 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9335 members 
Mstep: Class 46 contains 17503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784284.000000 Penalty: 98713.132812
Iteration 223Q: 47 clusters Score -4.978428e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 29459 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 23763 members 
Mstep: Class 7 contains 19795 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 29853 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 49499 members 
Mstep: Class 18 contains 22643 members 
Mstep: Class 19 contains 34702 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4555 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39579 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 39813 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37323 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9336 members 
Mstep: Class 46 contains 17515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784504.000000 Penalty: 98713.132812
Iteration 224Q: 47 clusters Score -4.97845e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 29455 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 23773 members 
Mstep: Class 7 contains 19795 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15700 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 30511 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 49476 members 
Mstep: Class 18 contains 22609 members 
Mstep: Class 19 contains 34706 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38946 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4555 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39570 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 39265 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37294 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4951 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9336 members 
Mstep: Class 46 contains 17546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784824.000000 Penalty: 98713.132812
Iteration 225Q: 47 clusters Score -4.978482e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6532 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 23779 members 
Mstep: Class 7 contains 19796 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15700 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 31223 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 17 contains 49393 members 
Mstep: Class 18 contains 22563 members 
Mstep: Class 19 contains 34732 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38958 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39561 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 38728 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37276 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4893 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9336 members 
Mstep: Class 46 contains 17550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785128.000000 Penalty: 98713.132812
Iteration 226Q: 47 clusters Score -4.978513e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 29445 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 23789 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15697 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 31994 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 17 contains 49310 members 
Mstep: Class 18 contains 22529 members 
Mstep: Class 19 contains 34749 members 
Mstep: Class 20 contains 37982 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38960 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39555 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 38136 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37262 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4831 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9337 members 
Mstep: Class 46 contains 17548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785648.000000 Penalty: 98713.132812
Iteration 227Q: 47 clusters Score -4.978565e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6527 members 
Mstep: Class 4 contains 29441 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 23798 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 32786 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5585 members 
Mstep: Class 17 contains 49238 members 
Mstep: Class 18 contains 22502 members 
Mstep: Class 19 contains 34758 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38961 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39554 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 37511 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37237 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4775 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9338 members 
Mstep: Class 46 contains 17550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786044.000000 Penalty: 98713.132812
Iteration 228Q: 47 clusters Score -4.978604e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 29439 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 23809 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15702 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 33643 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5579 members 
Mstep: Class 17 contains 49176 members 
Mstep: Class 18 contains 22469 members 
Mstep: Class 19 contains 34741 members 
Mstep: Class 20 contains 37980 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38960 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39549 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 36833 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37214 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4733 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9338 members 
Mstep: Class 46 contains 17555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786452.000000 Penalty: 98713.132812
Iteration 229Q: 47 clusters Score -4.978645e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 29439 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 23816 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15698 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 34469 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5576 members 
Mstep: Class 17 contains 49117 members 
Mstep: Class 18 contains 22438 members 
Mstep: Class 19 contains 34725 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38959 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39543 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 36182 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37198 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 4676 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9338 members 
Mstep: Class 46 contains 17565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787100.000000 Penalty: 98713.132812
Iteration 230Q: 47 clusters Score -4.97871e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 29439 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 23820 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15697 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 35392 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 49065 members 
Mstep: Class 18 contains 22418 members 
Mstep: Class 19 contains 34715 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38960 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39534 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 35407 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1560 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37186 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 4619 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9338 members 
Mstep: Class 46 contains 17575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787732.000000 Penalty: 98713.132812
Iteration 231Q: 47 clusters Score -4.978773e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 29438 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 23826 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15697 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 36490 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 5565 members 
Mstep: Class 17 contains 49028 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 34766 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38960 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 39530 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 34369 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37170 members 
Mstep: Class 42 contains 1441 members 
Mstep: Class 43 contains 4555 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9337 members 
Mstep: Class 46 contains 17580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788376.000000 Penalty: 98713.132812
Iteration 232Q: 47 clusters Score -4.978838e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 29436 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15700 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 37594 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 49023 members 
Mstep: Class 18 contains 22451 members 
Mstep: Class 19 contains 34926 members 
Mstep: Class 20 contains 37980 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38954 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39528 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 33149 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37159 members 
Mstep: Class 42 contains 1442 members 
Mstep: Class 43 contains 4503 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9337 members 
Mstep: Class 46 contains 17586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787964.000000 Penalty: 98713.132812
Iteration 233Q: 47 clusters Score -4.978796e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 29435 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 23844 members 
Mstep: Class 7 contains 19796 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 38678 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 49016 members 
Mstep: Class 18 contains 22498 members 
Mstep: Class 19 contains 35163 members 
Mstep: Class 20 contains 37980 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 38961 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39528 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 31793 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37142 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4472 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9338 members 
Mstep: Class 46 contains 17614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786736.000000 Penalty: 98713.132812
Iteration 234Q: 47 clusters Score -4.978674e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 29434 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 23846 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15706 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 39626 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5572 members 
Mstep: Class 17 contains 49015 members 
Mstep: Class 18 contains 22595 members 
Mstep: Class 19 contains 35442 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38959 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39525 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4952 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 30434 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37134 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4445 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9339 members 
Mstep: Class 46 contains 17674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785472.000000 Penalty: 98713.132812
Iteration 235Q: 47 clusters Score -4.978547e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 29435 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23850 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 40329 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5579 members 
Mstep: Class 17 contains 49006 members 
Mstep: Class 18 contains 22691 members 
Mstep: Class 19 contains 35722 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38966 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39518 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4952 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 29248 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37129 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4454 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 17770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784000.000000 Penalty: 98713.132812
Iteration 236Q: 47 clusters Score -4.9784e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 29435 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23857 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 40616 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 49035 members 
Mstep: Class 18 contains 22812 members 
Mstep: Class 19 contains 35949 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38960 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39509 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 28439 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37117 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4469 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 17909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783328.000000 Penalty: 98713.132812
Iteration 237Q: 47 clusters Score -4.978333e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29434 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23859 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 40453 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 49115 members 
Mstep: Class 18 contains 22935 members 
Mstep: Class 19 contains 36081 members 
Mstep: Class 20 contains 37977 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38963 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39504 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 28064 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37106 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4494 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 18083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782828.000000 Penalty: 98713.132812
Iteration 238Q: 47 clusters Score -4.978283e+07 nChanged 2357
Entering ConstructFrom: 
Score: -49782828.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -327672.187500 Penalty: 1324.310303
	Iteration 0F: 2 clusters Score -327672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -324658.875000 Penalty: 2648.620605
	Iteration 0F: 3 clusters Score -324658.9 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -325453.312500 Penalty: 2648.620605
	Iteration 1F: 3 clusters Score -325453.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -325626.468750 Penalty: 2648.620605
	Iteration 2F: 3 clusters Score -325626.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -325778.937500 Penalty: 2648.620605
	Iteration 3F: 3 clusters Score -325778.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -325894.375000 Penalty: 2648.620605
	Iteration 4F: 3 clusters Score -325894.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -325998.625000 Penalty: 2648.620605
	Iteration 5Q: 3 clusters Score -325998.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -326087.468750 Penalty: 2648.620605
	Iteration 6Q: 3 clusters Score -326087.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -326194.062500 Penalty: 2648.620605
	Iteration 7Q: 3 clusters Score -326194.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -326296.593750 Penalty: 2648.620605
	Iteration 8Q: 3 clusters Score -326296.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -326393.062500 Penalty: 2648.620605
	Iteration 9Q: 3 clusters Score -326393.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -326497.218750 Penalty: 2648.620605
	Iteration 10Q: 3 clusters Score -326497.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -326596.156250 Penalty: 2648.620605
	Iteration 11Q: 3 clusters Score -326596.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -326673.875000 Penalty: 2648.620605
	Iteration 12Q: 3 clusters Score -326673.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -326732.781250 Penalty: 2648.620605
	Iteration 13Q: 3 clusters Score -326732.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -326774.218750 Penalty: 2648.620605
	Iteration 14Q: 3 clusters Score -326774.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -326824.156250 Penalty: 2648.620605
	Iteration 15Q: 3 clusters Score -326824.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -326866.312500 Penalty: 2648.620605
	Iteration 16Q: 3 clusters Score -326866.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -326901.593750 Penalty: 2648.620605
	Iteration 17Q: 3 clusters Score -326901.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -326923.156250 Penalty: 2648.620605
	Iteration 18Q: 3 clusters Score -326923.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -326941.625000 Penalty: 2648.620605
	Iteration 19Q: 3 clusters Score -326941.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -326958.125000 Penalty: 2648.620605
	Iteration 20F: 3 clusters Score -326958.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -326975.812500 Penalty: 2648.620605
	Iteration 21Q: 3 clusters Score -326975.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -326992.593750 Penalty: 2648.620605
	Iteration 22Q: 3 clusters Score -326992.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -327009.500000 Penalty: 2648.620605
	Iteration 23Q: 3 clusters Score -327009.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -327021.031250 Penalty: 2648.620605
	Iteration 24Q: 3 clusters Score -327021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -327031.750000 Penalty: 2648.620605
	Iteration 25Q: 3 clusters Score -327031.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -327038.250000 Penalty: 2648.620605
	Iteration 26Q: 3 clusters Score -327038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -327038.468750 Penalty: 2648.620605
	Iteration 27Q: 3 clusters Score -327038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -327039.218750 Penalty: 2648.620605
	Iteration 28Q: 3 clusters Score -327039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -327040.656250 Penalty: 2648.620605
	Iteration 29Q: 3 clusters Score -327040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -327041.562500 Penalty: 2648.620605
	Iteration 30Q: 3 clusters Score -327041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -327042.218750 Penalty: 2648.620605
	Iteration 31Q: 3 clusters Score -327042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -327041.937500 Penalty: 2648.620605
	Iteration 32Q: 3 clusters Score -327041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -327041.937500 Penalty: 2648.620605
	Iteration 33F: 3 clusters Score -327041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -92324.117188 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -92324.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -90905.179688 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -90905.18 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -91561.953125 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -91561.95 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91885.484375 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -91885.48 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -92058.054688 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -92058.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -92171.679688 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -92171.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -92241.320312 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -92241.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -92276.492188 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -92276.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -92326.125000 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -92326.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -92384.289062 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -92384.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -92416.601562 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -92416.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92428.281250 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -92428.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92431.796875 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -92431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -92435.406250 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -92435.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -92437.312500 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -92437.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -92437.312500 Penalty: 2302.101074
	Iteration 14F: 3 clusters Score -92437.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 268 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29433 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23865 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15718 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 39990 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 49176 members 
Mstep: Class 18 contains 23052 members 
Mstep: Class 19 contains 36035 members 
Mstep: Class 20 contains 37977 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38963 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39497 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 28151 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37110 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4514 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 18290 members 
Mstep: Class 47 contains 924 members 
Entering Unmasked Estep 
Score: -49781864.000000 Penalty: 100859.070312
Splitting cluster 2 changes total score from -49782828.000000 to -49781864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Entering Unmasked Estep 
Score: -608125.250000 Penalty: 1427.227173
	Iteration 0F: 2 clusters Score -608125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -603187.500000 Penalty: 2854.454346
	Iteration 0F: 3 clusters Score -603187.5 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -604705.500000 Penalty: 2854.454346
	Iteration 1F: 3 clusters Score -604705.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -605091.375000 Penalty: 2854.454346
	Iteration 2F: 3 clusters Score -605091.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -605666.125000 Penalty: 2854.454346
	Iteration 3F: 3 clusters Score -605666.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -606299.562500 Penalty: 2854.454346
	Iteration 4F: 3 clusters Score -606299.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -606721.375000 Penalty: 2854.454346
	Iteration 5F: 3 clusters Score -606721.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -606997.937500 Penalty: 2854.454346
	Iteration 6F: 3 clusters Score -606997.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -607168.312500 Penalty: 2854.454346
	Iteration 7Q: 3 clusters Score -607168.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -607290.375000 Penalty: 2854.454346
	Iteration 8Q: 3 clusters Score -607290.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -607371.812500 Penalty: 2854.454346
	Iteration 9Q: 3 clusters Score -607371.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -607422.125000 Penalty: 2854.454346
	Iteration 10Q: 3 clusters Score -607422.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -607460.687500 Penalty: 2854.454346
	Iteration 11Q: 3 clusters Score -607460.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -607490.000000 Penalty: 2854.454346
	Iteration 12Q: 3 clusters Score -607490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -607523.437500 Penalty: 2854.454346
	Iteration 13Q: 3 clusters Score -607523.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -607564.875000 Penalty: 2854.454346
	Iteration 14Q: 3 clusters Score -607564.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -607597.500000 Penalty: 2854.454346
	Iteration 15Q: 3 clusters Score -607597.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -607629.062500 Penalty: 2854.454346
	Iteration 16Q: 3 clusters Score -607629.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -607658.250000 Penalty: 2854.454346
	Iteration 17Q: 3 clusters Score -607658.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -607673.937500 Penalty: 2854.454346
	Iteration 18Q: 3 clusters Score -607673.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -607685.437500 Penalty: 2854.454346
	Iteration 19Q: 3 clusters Score -607685.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -607697.437500 Penalty: 2854.454346
	Iteration 20F: 3 clusters Score -607697.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -607710.000000 Penalty: 2854.454346
	Iteration 21Q: 3 clusters Score -607710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -607721.375000 Penalty: 2854.454346
	Iteration 22Q: 3 clusters Score -607721.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -607729.375000 Penalty: 2854.454346
	Iteration 23Q: 3 clusters Score -607729.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -607735.687500 Penalty: 2854.454346
	Iteration 24Q: 3 clusters Score -607735.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -607743.687500 Penalty: 2854.454346
	Iteration 25Q: 3 clusters Score -607743.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -607747.312500 Penalty: 2854.454346
	Iteration 26Q: 3 clusters Score -607747.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -607749.937500 Penalty: 2854.454346
	Iteration 27Q: 3 clusters Score -607749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -607750.937500 Penalty: 2854.454346
	Iteration 28Q: 3 clusters Score -607750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -607753.187500 Penalty: 2854.454346
	Iteration 29Q: 3 clusters Score -607753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -607753.062500 Penalty: 2854.454346
	Iteration 30Q: 3 clusters Score -607753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -607753.750000 Penalty: 2854.454346
	Iteration 31Q: 3 clusters Score -607753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -607753.250000 Penalty: 2854.454346
	Iteration 32Q: 3 clusters Score -607753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -607755.187500 Penalty: 2854.454346
	Iteration 33Q: 3 clusters Score -607755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -607757.562500 Penalty: 2854.454346
	Iteration 34Q: 3 clusters Score -607757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -607758.062500 Penalty: 2854.454346
	Iteration 35Q: 3 clusters Score -607758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -607760.312500 Penalty: 2854.454346
	Iteration 36Q: 3 clusters Score -607760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -607761.500000 Penalty: 2854.454346
	Iteration 37Q: 3 clusters Score -607761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -607760.437500 Penalty: 2854.454346
	Iteration 38Q: 3 clusters Score -607760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -607762.000000 Penalty: 2854.454346
	Iteration 39Q: 3 clusters Score -607762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -607762.562500 Penalty: 2854.454346
	Iteration 40F: 3 clusters Score -607762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -607764.000000 Penalty: 2854.454346
	Iteration 41Q: 3 clusters Score -607764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -607764.062500 Penalty: 2854.454346
	Iteration 42Q: 3 clusters Score -607764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -607764.000000 Penalty: 2854.454346
	Iteration 43Q: 3 clusters Score -607764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -607764.375000 Penalty: 2854.454346
	Iteration 44Q: 3 clusters Score -607764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -607764.062500 Penalty: 2854.454346
	Iteration 45Q: 3 clusters Score -607764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -607764.875000 Penalty: 2854.454346
	Iteration 46Q: 3 clusters Score -607764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -607764.875000 Penalty: 2854.454346
	Iteration 47F: 3 clusters Score -607764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Entering Unmasked Estep 
Score: -2831698.750000 Penalty: 1672.104248
	Iteration 0F: 2 clusters Score -2831699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2811877.500000 Penalty: 3344.208496
	Iteration 0F: 3 clusters Score -2811878 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2819447.500000 Penalty: 3344.208496
	Iteration 1F: 3 clusters Score -2819448 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2819900.250000 Penalty: 3344.208496
	Iteration 2Q: 3 clusters Score -2819900 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2820370.750000 Penalty: 3344.208496
	Iteration 3Q: 3 clusters Score -2820371 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2820886.250000 Penalty: 3344.208496
	Iteration 4Q: 3 clusters Score -2820886 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2821410.000000 Penalty: 3344.208496
	Iteration 5Q: 3 clusters Score -2821410 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2821889.500000 Penalty: 3344.208496
	Iteration 6Q: 3 clusters Score -2821890 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2822332.500000 Penalty: 3344.208496
	Iteration 7Q: 3 clusters Score -2822332 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2822729.750000 Penalty: 3344.208496
	Iteration 8Q: 3 clusters Score -2822730 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2823089.250000 Penalty: 3344.208496
	Iteration 9Q: 3 clusters Score -2823089 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2823385.000000 Penalty: 3344.208496
	Iteration 10Q: 3 clusters Score -2823385 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2823624.500000 Penalty: 3344.208496
	Iteration 11Q: 3 clusters Score -2823624 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2823839.250000 Penalty: 3344.208496
	Iteration 12Q: 3 clusters Score -2823839 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2824109.000000 Penalty: 3344.208496
	Iteration 13Q: 3 clusters Score -2824109 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2824352.250000 Penalty: 3344.208496
	Iteration 14Q: 3 clusters Score -2824352 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2824612.750000 Penalty: 3344.208496
	Iteration 15Q: 3 clusters Score -2824613 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2824923.500000 Penalty: 3344.208496
	Iteration 16Q: 3 clusters Score -2824924 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2825292.500000 Penalty: 3344.208496
	Iteration 17Q: 3 clusters Score -2825292 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2825655.000000 Penalty: 3344.208496
	Iteration 18Q: 3 clusters Score -2825655 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2825992.500000 Penalty: 3344.208496
	Iteration 19Q: 3 clusters Score -2825992 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2826216.250000 Penalty: 3344.208496
	Iteration 20F: 3 clusters Score -2826216 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2826405.750000 Penalty: 3344.208496
	Iteration 21Q: 3 clusters Score -2826406 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2826552.500000 Penalty: 3344.208496
	Iteration 22Q: 3 clusters Score -2826552 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2826662.000000 Penalty: 3344.208496
	Iteration 23Q: 3 clusters Score -2826662 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2826729.000000 Penalty: 3344.208496
	Iteration 24Q: 3 clusters Score -2826729 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2826775.250000 Penalty: 3344.208496
	Iteration 25Q: 3 clusters Score -2826775 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2826813.750000 Penalty: 3344.208496
	Iteration 26Q: 3 clusters Score -2826814 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2826839.000000 Penalty: 3344.208496
	Iteration 27Q: 3 clusters Score -2826839 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2826856.250000 Penalty: 3344.208496
	Iteration 28Q: 3 clusters Score -2826856 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2826887.750000 Penalty: 3344.208496
	Iteration 29Q: 3 clusters Score -2826888 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2826909.500000 Penalty: 3344.208496
	Iteration 30Q: 3 clusters Score -2826910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2826938.250000 Penalty: 3344.208496
	Iteration 31Q: 3 clusters Score -2826938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2826963.750000 Penalty: 3344.208496
	Iteration 32Q: 3 clusters Score -2826964 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2826992.500000 Penalty: 3344.208496
	Iteration 33Q: 3 clusters Score -2826992 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2827038.500000 Penalty: 3344.208496
	Iteration 34Q: 3 clusters Score -2827038 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2827071.750000 Penalty: 3344.208496
	Iteration 35Q: 3 clusters Score -2827072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2827104.000000 Penalty: 3344.208496
	Iteration 36Q: 3 clusters Score -2827104 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2827138.750000 Penalty: 3344.208496
	Iteration 37Q: 3 clusters Score -2827139 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2827163.250000 Penalty: 3344.208496
	Iteration 38Q: 3 clusters Score -2827163 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2827202.000000 Penalty: 3344.208496
	Iteration 39Q: 3 clusters Score -2827202 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2827248.250000 Penalty: 3344.208496
	Iteration 40F: 3 clusters Score -2827248 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2827290.750000 Penalty: 3344.208496
	Iteration 41Q: 3 clusters Score -2827291 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2827358.000000 Penalty: 3344.208496
	Iteration 42Q: 3 clusters Score -2827358 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2827424.250000 Penalty: 3344.208496
	Iteration 43Q: 3 clusters Score -2827424 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2827494.500000 Penalty: 3344.208496
	Iteration 44Q: 3 clusters Score -2827494 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2827610.500000 Penalty: 3344.208496
	Iteration 45Q: 3 clusters Score -2827610 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2827744.500000 Penalty: 3344.208496
	Iteration 46Q: 3 clusters Score -2827744 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2827892.000000 Penalty: 3344.208496
	Iteration 47Q: 3 clusters Score -2827892 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2828045.750000 Penalty: 3344.208496
	Iteration 48Q: 3 clusters Score -2828046 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2828218.000000 Penalty: 3344.208496
	Iteration 49Q: 3 clusters Score -2828218 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2828403.750000 Penalty: 3344.208496
	Iteration 50Q: 3 clusters Score -2828404 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2828601.250000 Penalty: 3344.208496
	Iteration 51Q: 3 clusters Score -2828601 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2828793.500000 Penalty: 3344.208496
	Iteration 52Q: 3 clusters Score -2828794 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2828999.500000 Penalty: 3344.208496
	Iteration 53Q: 3 clusters Score -2829000 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -2829179.000000 Penalty: 3344.208496
	Iteration 54Q: 3 clusters Score -2829179 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -2829357.000000 Penalty: 3344.208496
	Iteration 55Q: 3 clusters Score -2829357 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -2829519.750000 Penalty: 3344.208496
	Iteration 56Q: 3 clusters Score -2829520 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -2829675.000000 Penalty: 3344.208496
	Iteration 57Q: 3 clusters Score -2829675 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -2829774.750000 Penalty: 3344.208496
	Iteration 58Q: 3 clusters Score -2829775 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -2829850.750000 Penalty: 3344.208496
	Iteration 59Q: 3 clusters Score -2829851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2829908.250000 Penalty: 3344.208496
	Iteration 60F: 3 clusters Score -2829908 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -2829959.250000 Penalty: 3344.208496
	Iteration 61Q: 3 clusters Score -2829959 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -2830007.250000 Penalty: 3344.208496
	Iteration 62Q: 3 clusters Score -2830007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -2830050.500000 Penalty: 3344.208496
	Iteration 63Q: 3 clusters Score -2830050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -2830085.750000 Penalty: 3344.208496
	Iteration 64Q: 3 clusters Score -2830086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -2830111.750000 Penalty: 3344.208496
	Iteration 65Q: 3 clusters Score -2830112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -2830131.500000 Penalty: 3344.208496
	Iteration 66Q: 3 clusters Score -2830132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -2830144.500000 Penalty: 3344.208496
	Iteration 67Q: 3 clusters Score -2830144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -2830160.250000 Penalty: 3344.208496
	Iteration 68Q: 3 clusters Score -2830160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -2830168.000000 Penalty: 3344.208496
	Iteration 69Q: 3 clusters Score -2830168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -2830172.750000 Penalty: 3344.208496
	Iteration 70Q: 3 clusters Score -2830173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -2830180.750000 Penalty: 3344.208496
	Iteration 71Q: 3 clusters Score -2830181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -2830193.500000 Penalty: 3344.208496
	Iteration 72Q: 3 clusters Score -2830194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -2830200.500000 Penalty: 3344.208496
	Iteration 73Q: 3 clusters Score -2830200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2830209.000000 Penalty: 3344.208496
	Iteration 74Q: 3 clusters Score -2830209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -2830216.250000 Penalty: 3344.208496
	Iteration 75Q: 3 clusters Score -2830216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -2830223.500000 Penalty: 3344.208496
	Iteration 76Q: 3 clusters Score -2830224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -2830230.500000 Penalty: 3344.208496
	Iteration 77Q: 3 clusters Score -2830230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -2830233.250000 Penalty: 3344.208496
	Iteration 78Q: 3 clusters Score -2830233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -2830238.000000 Penalty: 3344.208496
	Iteration 79Q: 3 clusters Score -2830238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -2830243.250000 Penalty: 3344.208496
	Iteration 80F: 3 clusters Score -2830243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2830247.500000 Penalty: 3344.208496
	Iteration 81Q: 3 clusters Score -2830248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -2830248.000000 Penalty: 3344.208496
	Iteration 82Q: 3 clusters Score -2830248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -2830251.500000 Penalty: 3344.208496
	Iteration 83Q: 3 clusters Score -2830252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -2830251.250000 Penalty: 3344.208496
	Iteration 84Q: 3 clusters Score -2830251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2830255.750000 Penalty: 3344.208496
	Iteration 85Q: 3 clusters Score -2830256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -2830252.500000 Penalty: 3344.208496
	Iteration 86Q: 3 clusters Score -2830252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -2830255.000000 Penalty: 3344.208496
	Iteration 87Q: 3 clusters Score -2830255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -2830257.750000 Penalty: 3344.208496
	Iteration 88Q: 3 clusters Score -2830258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -2830256.750000 Penalty: 3344.208496
	Iteration 89Q: 3 clusters Score -2830257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -2830255.250000 Penalty: 3344.208496
	Iteration 90Q: 3 clusters Score -2830255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -2830257.250000 Penalty: 3344.208496
	Iteration 91Q: 3 clusters Score -2830257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -2830257.750000 Penalty: 3344.208496
	Iteration 92Q: 3 clusters Score -2830258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -2830257.750000 Penalty: 3344.208496
	Iteration 93F: 3 clusters Score -2830258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -680811.500000 Penalty: 1446.006592
	Iteration 0F: 2 clusters Score -680811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -675364.125000 Penalty: 2892.013184
	Iteration 0F: 3 clusters Score -675364.1 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -676965.312500 Penalty: 2892.013184
	Iteration 1F: 3 clusters Score -676965.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -677186.937500 Penalty: 2892.013184
	Iteration 2F: 3 clusters Score -677186.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -677357.000000 Penalty: 2892.013184
	Iteration 3F: 3 clusters Score -677357 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -677483.937500 Penalty: 2892.013184
	Iteration 4Q: 3 clusters Score -677483.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -677595.500000 Penalty: 2892.013184
	Iteration 5Q: 3 clusters Score -677595.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -677704.000000 Penalty: 2892.013184
	Iteration 6Q: 3 clusters Score -677704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -677823.750000 Penalty: 2892.013184
	Iteration 7Q: 3 clusters Score -677823.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -677966.937500 Penalty: 2892.013184
	Iteration 8Q: 3 clusters Score -677966.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -678133.875000 Penalty: 2892.013184
	Iteration 9Q: 3 clusters Score -678133.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -678335.750000 Penalty: 2892.013184
	Iteration 10Q: 3 clusters Score -678335.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -678520.187500 Penalty: 2892.013184
	Iteration 11Q: 3 clusters Score -678520.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -678678.625000 Penalty: 2892.013184
	Iteration 12Q: 3 clusters Score -678678.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -678825.187500 Penalty: 2892.013184
	Iteration 13Q: 3 clusters Score -678825.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -678960.250000 Penalty: 2892.013184
	Iteration 14Q: 3 clusters Score -678960.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -679088.312500 Penalty: 2892.013184
	Iteration 15Q: 3 clusters Score -679088.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -679196.187500 Penalty: 2892.013184
	Iteration 16Q: 3 clusters Score -679196.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -679293.125000 Penalty: 2892.013184
	Iteration 17Q: 3 clusters Score -679293.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -679361.750000 Penalty: 2892.013184
	Iteration 18Q: 3 clusters Score -679361.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -679412.937500 Penalty: 2892.013184
	Iteration 19Q: 3 clusters Score -679412.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -679443.687500 Penalty: 2892.013184
	Iteration 20F: 3 clusters Score -679443.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -679471.000000 Penalty: 2892.013184
	Iteration 21Q: 3 clusters Score -679471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -679490.625000 Penalty: 2892.013184
	Iteration 22Q: 3 clusters Score -679490.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -679507.625000 Penalty: 2892.013184
	Iteration 23Q: 3 clusters Score -679507.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -679517.375000 Penalty: 2892.013184
	Iteration 24Q: 3 clusters Score -679517.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -679525.687500 Penalty: 2892.013184
	Iteration 25Q: 3 clusters Score -679525.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -679537.562500 Penalty: 2892.013184
	Iteration 26Q: 3 clusters Score -679537.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -679545.562500 Penalty: 2892.013184
	Iteration 27Q: 3 clusters Score -679545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -679547.437500 Penalty: 2892.013184
	Iteration 28Q: 3 clusters Score -679547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -679552.375000 Penalty: 2892.013184
	Iteration 29Q: 3 clusters Score -679552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -679555.875000 Penalty: 2892.013184
	Iteration 30Q: 3 clusters Score -679555.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -679561.187500 Penalty: 2892.013184
	Iteration 31Q: 3 clusters Score -679561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -679569.687500 Penalty: 2892.013184
	Iteration 32Q: 3 clusters Score -679569.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -679575.500000 Penalty: 2892.013184
	Iteration 33Q: 3 clusters Score -679575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -679576.937500 Penalty: 2892.013184
	Iteration 34Q: 3 clusters Score -679576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -679580.937500 Penalty: 2892.013184
	Iteration 35Q: 3 clusters Score -679580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -679584.562500 Penalty: 2892.013184
	Iteration 36Q: 3 clusters Score -679584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -679588.687500 Penalty: 2892.013184
	Iteration 37Q: 3 clusters Score -679588.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -679598.937500 Penalty: 2892.013184
	Iteration 38Q: 3 clusters Score -679598.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -679604.000000 Penalty: 2892.013184
	Iteration 39Q: 3 clusters Score -679604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -679608.062500 Penalty: 2892.013184
	Iteration 40F: 3 clusters Score -679608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -679613.312500 Penalty: 2892.013184
	Iteration 41Q: 3 clusters Score -679613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -679613.812500 Penalty: 2892.013184
	Iteration 42Q: 3 clusters Score -679613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -679613.750000 Penalty: 2892.013184
	Iteration 43Q: 3 clusters Score -679613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -679613.750000 Penalty: 2892.013184
	Iteration 44F: 3 clusters Score -679613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Entering Unmasked Estep 
Score: -2254012.750000 Penalty: 1638.027222
	Iteration 0F: 2 clusters Score -2254013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2237737.250000 Penalty: 3276.054443
	Iteration 0F: 3 clusters Score -2237737 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2243760.250000 Penalty: 3276.054443
	Iteration 1F: 3 clusters Score -2243760 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2244076.500000 Penalty: 3276.054443
	Iteration 2Q: 3 clusters Score -2244076 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2244422.000000 Penalty: 3276.054443
	Iteration 3Q: 3 clusters Score -2244422 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2244850.500000 Penalty: 3276.054443
	Iteration 4Q: 3 clusters Score -2244850 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2245495.500000 Penalty: 3276.054443
	Iteration 5F: 3 clusters Score -2245496 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2246516.500000 Penalty: 3276.054443
	Iteration 6F: 3 clusters Score -2246516 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2247968.750000 Penalty: 3276.054443
	Iteration 7F: 3 clusters Score -2247969 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2249622.250000 Penalty: 3276.054443
	Iteration 8F: 3 clusters Score -2249622 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2251034.750000 Penalty: 3276.054443
	Iteration 9F: 3 clusters Score -2251035 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2251857.250000 Penalty: 3276.054443
	Iteration 10Q: 3 clusters Score -2251857 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2252221.500000 Penalty: 3276.054443
	Iteration 11Q: 3 clusters Score -2252222 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2252370.750000 Penalty: 3276.054443
	Iteration 12Q: 3 clusters Score -2252371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2252450.000000 Penalty: 3276.054443
	Iteration 13Q: 3 clusters Score -2252450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2252491.000000 Penalty: 3276.054443
	Iteration 14Q: 3 clusters Score -2252491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2252522.750000 Penalty: 3276.054443
	Iteration 15Q: 3 clusters Score -2252523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2252550.250000 Penalty: 3276.054443
	Iteration 16Q: 3 clusters Score -2252550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2252562.750000 Penalty: 3276.054443
	Iteration 17Q: 3 clusters Score -2252563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2252575.750000 Penalty: 3276.054443
	Iteration 18Q: 3 clusters Score -2252576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2252581.500000 Penalty: 3276.054443
	Iteration 19Q: 3 clusters Score -2252582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2252584.250000 Penalty: 3276.054443
	Iteration 20F: 3 clusters Score -2252584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2252595.750000 Penalty: 3276.054443
	Iteration 21Q: 3 clusters Score -2252596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2252605.750000 Penalty: 3276.054443
	Iteration 22Q: 3 clusters Score -2252606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2252605.750000 Penalty: 3276.054443
	Iteration 23F: 3 clusters Score -2252606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Entering Unmasked Estep 
Score: -1838499.625000 Penalty: 1607.667114
	Iteration 0F: 2 clusters Score -1838500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1825093.125000 Penalty: 3215.334229
	Iteration 0F: 3 clusters Score -1825093 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1829973.875000 Penalty: 3215.334229
	Iteration 1F: 3 clusters Score -1829974 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1830276.875000 Penalty: 3215.334229
	Iteration 2Q: 3 clusters Score -1830277 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1830593.000000 Penalty: 3215.334229
	Iteration 3Q: 3 clusters Score -1830593 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1830944.125000 Penalty: 3215.334229
	Iteration 4Q: 3 clusters Score -1830944 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1831387.000000 Penalty: 3215.334229
	Iteration 5Q: 3 clusters Score -1831387 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1831941.125000 Penalty: 3215.334229
	Iteration 6Q: 3 clusters Score -1831941 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1832640.375000 Penalty: 3215.334229
	Iteration 7F: 3 clusters Score -1832640 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1833487.875000 Penalty: 3215.334229
	Iteration 8F: 3 clusters Score -1833488 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1834444.500000 Penalty: 3215.334229
	Iteration 9F: 3 clusters Score -1834444 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1835376.625000 Penalty: 3215.334229
	Iteration 10F: 3 clusters Score -1835377 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1836097.375000 Penalty: 3215.334229
	Iteration 11Q: 3 clusters Score -1836097 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1836539.500000 Penalty: 3215.334229
	Iteration 12Q: 3 clusters Score -1836540 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -1836789.625000 Penalty: 3215.334229
	Iteration 13Q: 3 clusters Score -1836790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -1836926.875000 Penalty: 3215.334229
	Iteration 14Q: 3 clusters Score -1836927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1836977.875000 Penalty: 3215.334229
	Iteration 15Q: 3 clusters Score -1836978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1837023.250000 Penalty: 3215.334229
	Iteration 16Q: 3 clusters Score -1837023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1837054.125000 Penalty: 3215.334229
	Iteration 17Q: 3 clusters Score -1837054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -1837092.375000 Penalty: 3215.334229
	Iteration 18Q: 3 clusters Score -1837092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1837108.625000 Penalty: 3215.334229
	Iteration 19Q: 3 clusters Score -1837109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1837110.750000 Penalty: 3215.334229
	Iteration 20F: 3 clusters Score -1837111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1837120.625000 Penalty: 3215.334229
	Iteration 21Q: 3 clusters Score -1837121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1837125.625000 Penalty: 3215.334229
	Iteration 22Q: 3 clusters Score -1837126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1837125.625000 Penalty: 3215.334229
	Iteration 23Q: 3 clusters Score -1837126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1837125.625000 Penalty: 3215.334229
	Iteration 24F: 3 clusters Score -1837126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -245668.828125 Penalty: 1282.341187
	Iteration 0F: 2 clusters Score -245668.8 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 1356 members 
Entering Unmasked Estep 
Score: -243117.453125 Penalty: 2564.682373
	Iteration 0F: 3 clusters Score -243117.5 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -243716.921875 Penalty: 2564.682373
	Iteration 1F: 3 clusters Score -243716.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -243879.593750 Penalty: 2564.682373
	Iteration 2F: 3 clusters Score -243879.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -243999.531250 Penalty: 2564.682373
	Iteration 3F: 3 clusters Score -243999.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -244076.328125 Penalty: 2564.682373
	Iteration 4Q: 3 clusters Score -244076.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -244146.687500 Penalty: 2564.682373
	Iteration 5Q: 3 clusters Score -244146.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -244218.750000 Penalty: 2564.682373
	Iteration 6Q: 3 clusters Score -244218.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -244282.812500 Penalty: 2564.682373
	Iteration 7Q: 3 clusters Score -244282.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -244341.531250 Penalty: 2564.682373
	Iteration 8Q: 3 clusters Score -244341.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -244394.531250 Penalty: 2564.682373
	Iteration 9Q: 3 clusters Score -244394.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -244458.593750 Penalty: 2564.682373
	Iteration 10Q: 3 clusters Score -244458.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -244520.906250 Penalty: 2564.682373
	Iteration 11Q: 3 clusters Score -244520.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -244599.546875 Penalty: 2564.682373
	Iteration 12Q: 3 clusters Score -244599.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -244652.671875 Penalty: 2564.682373
	Iteration 13Q: 3 clusters Score -244652.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -244698.500000 Penalty: 2564.682373
	Iteration 14Q: 3 clusters Score -244698.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -244746.515625 Penalty: 2564.682373
	Iteration 15Q: 3 clusters Score -244746.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -244785.250000 Penalty: 2564.682373
	Iteration 16Q: 3 clusters Score -244785.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -244816.218750 Penalty: 2564.682373
	Iteration 17Q: 3 clusters Score -244816.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -244838.843750 Penalty: 2564.682373
	Iteration 18Q: 3 clusters Score -244838.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -244863.046875 Penalty: 2564.682373
	Iteration 19Q: 3 clusters Score -244863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -244887.203125 Penalty: 2564.682373
	Iteration 20F: 3 clusters Score -244887.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -244917.781250 Penalty: 2564.682373
	Iteration 21Q: 3 clusters Score -244917.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -244945.828125 Penalty: 2564.682373
	Iteration 22Q: 3 clusters Score -244945.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -244968.218750 Penalty: 2564.682373
	Iteration 23Q: 3 clusters Score -244968.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -244991.921875 Penalty: 2564.682373
	Iteration 24Q: 3 clusters Score -244991.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -245011.921875 Penalty: 2564.682373
	Iteration 25Q: 3 clusters Score -245011.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -245027.140625 Penalty: 2564.682373
	Iteration 26Q: 3 clusters Score -245027.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -245034.656250 Penalty: 2564.682373
	Iteration 27Q: 3 clusters Score -245034.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -245042.000000 Penalty: 2564.682373
	Iteration 28Q: 3 clusters Score -245042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -245047.718750 Penalty: 2564.682373
	Iteration 29Q: 3 clusters Score -245047.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -245051.359375 Penalty: 2564.682373
	Iteration 30Q: 3 clusters Score -245051.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -245055.406250 Penalty: 2564.682373
	Iteration 31Q: 3 clusters Score -245055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -245058.921875 Penalty: 2564.682373
	Iteration 32Q: 3 clusters Score -245058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -245059.968750 Penalty: 2564.682373
	Iteration 33Q: 3 clusters Score -245060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -245061.796875 Penalty: 2564.682373
	Iteration 34Q: 3 clusters Score -245061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -245064.000000 Penalty: 2564.682373
	Iteration 35Q: 3 clusters Score -245064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -245065.859375 Penalty: 2564.682373
	Iteration 36Q: 3 clusters Score -245065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -245068.500000 Penalty: 2564.682373
	Iteration 37Q: 3 clusters Score -245068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -245069.343750 Penalty: 2564.682373
	Iteration 38Q: 3 clusters Score -245069.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -245070.234375 Penalty: 2564.682373
	Iteration 39Q: 3 clusters Score -245070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -245070.609375 Penalty: 2564.682373
	Iteration 40F: 3 clusters Score -245070.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -162274.921875 Penalty: 1218.566406
	Iteration 0F: 2 clusters Score -162274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160302.500000 Penalty: 2437.132812
	Iteration 0F: 3 clusters Score -160302.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -160711.234375 Penalty: 2437.132812
	Iteration 1F: 3 clusters Score -160711.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -160796.515625 Penalty: 2437.132812
	Iteration 2F: 3 clusters Score -160796.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160846.531250 Penalty: 2437.132812
	Iteration 3Q: 3 clusters Score -160846.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -160890.781250 Penalty: 2437.132812
	Iteration 4Q: 3 clusters Score -160890.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -160928.718750 Penalty: 2437.132812
	Iteration 5Q: 3 clusters Score -160928.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160954.187500 Penalty: 2437.132812
	Iteration 6Q: 3 clusters Score -160954.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -160977.843750 Penalty: 2437.132812
	Iteration 7Q: 3 clusters Score -160977.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161000.359375 Penalty: 2437.132812
	Iteration 8Q: 3 clusters Score -161000.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -161016.234375 Penalty: 2437.132812
	Iteration 9Q: 3 clusters Score -161016.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -161030.609375 Penalty: 2437.132812
	Iteration 10Q: 3 clusters Score -161030.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161044.375000 Penalty: 2437.132812
	Iteration 11Q: 3 clusters Score -161044.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161059.015625 Penalty: 2437.132812
	Iteration 12Q: 3 clusters Score -161059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -161068.453125 Penalty: 2437.132812
	Iteration 13Q: 3 clusters Score -161068.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161078.640625 Penalty: 2437.132812
	Iteration 14Q: 3 clusters Score -161078.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -161084.421875 Penalty: 2437.132812
	Iteration 15Q: 3 clusters Score -161084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161091.562500 Penalty: 2437.132812
	Iteration 16Q: 3 clusters Score -161091.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161100.203125 Penalty: 2437.132812
	Iteration 17Q: 3 clusters Score -161100.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -161107.828125 Penalty: 2437.132812
	Iteration 18Q: 3 clusters Score -161107.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -161115.734375 Penalty: 2437.132812
	Iteration 19Q: 3 clusters Score -161115.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -161119.421875 Penalty: 2437.132812
	Iteration 20F: 3 clusters Score -161119.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -161124.750000 Penalty: 2437.132812
	Iteration 21Q: 3 clusters Score -161124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161127.671875 Penalty: 2437.132812
	Iteration 22Q: 3 clusters Score -161127.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161132.406250 Penalty: 2437.132812
	Iteration 23Q: 3 clusters Score -161132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161134.750000 Penalty: 2437.132812
	Iteration 24Q: 3 clusters Score -161134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161135.640625 Penalty: 2437.132812
	Iteration 25Q: 3 clusters Score -161135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -161137.187500 Penalty: 2437.132812
	Iteration 26Q: 3 clusters Score -161137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -161137.984375 Penalty: 2437.132812
	Iteration 27Q: 3 clusters Score -161138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -161137.984375 Penalty: 2437.132812
	Iteration 28F: 3 clusters Score -161138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139426.312500 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139426.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -139781.453125 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139781.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139860.156250 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139860.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139912.718750 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -139912.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139961.671875 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139961.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139984.875000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139984.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140003.906250 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -140003.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -140021.312500 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -140021.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140037.109375 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -140037.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -140057.218750 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -140057.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -140073.515625 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -140073.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140084.265625 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -140084.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140091.765625 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -140091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -140096.218750 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -140096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140102.343750 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -140102.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140109.921875 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -140109.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -140122.656250 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -140122.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -140137.406250 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -140137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -140153.421875 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -140153.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -140167.125000 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -140167.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -140178.187500 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -140178.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -140186.812500 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -140186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -140198.640625 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -140198.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -140223.250000 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -140223.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -140241.906250 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -140241.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -140257.546875 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -140257.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -140269.562500 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -140269.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -140277.531250 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -140277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -140279.656250 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -140279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -140284.843750 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -140284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -140286.375000 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -140286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -140286.375000 Penalty: 2388.081787
	Iteration 31F: 3 clusters Score -140286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Entering Unmasked Estep 
Score: -1510500.750000 Penalty: 1570.166260
	Iteration 0F: 2 clusters Score -1510501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1499593.250000 Penalty: 3140.332520
	Iteration 0F: 3 clusters Score -1499593 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1503495.250000 Penalty: 3140.332520
	Iteration 1F: 3 clusters Score -1503495 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1503835.625000 Penalty: 3140.332520
	Iteration 2F: 3 clusters Score -1503836 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1504133.250000 Penalty: 3140.332520
	Iteration 3Q: 3 clusters Score -1504133 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1504467.375000 Penalty: 3140.332520
	Iteration 4Q: 3 clusters Score -1504467 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1504892.500000 Penalty: 3140.332520
	Iteration 5F: 3 clusters Score -1504892 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1505428.000000 Penalty: 3140.332520
	Iteration 6F: 3 clusters Score -1505428 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1506053.125000 Penalty: 3140.332520
	Iteration 7F: 3 clusters Score -1506053 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1506717.125000 Penalty: 3140.332520
	Iteration 8F: 3 clusters Score -1506717 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1507396.125000 Penalty: 3140.332520
	Iteration 9F: 3 clusters Score -1507396 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1507928.125000 Penalty: 3140.332520
	Iteration 10Q: 3 clusters Score -1507928 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1508317.375000 Penalty: 3140.332520
	Iteration 11Q: 3 clusters Score -1508317 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1508626.750000 Penalty: 3140.332520
	Iteration 12Q: 3 clusters Score -1508627 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1508845.250000 Penalty: 3140.332520
	Iteration 13Q: 3 clusters Score -1508845 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1508950.000000 Penalty: 3140.332520
	Iteration 14Q: 3 clusters Score -1508950 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1509008.750000 Penalty: 3140.332520
	Iteration 15Q: 3 clusters Score -1509009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1509039.875000 Penalty: 3140.332520
	Iteration 16Q: 3 clusters Score -1509040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1509055.500000 Penalty: 3140.332520
	Iteration 17Q: 3 clusters Score -1509056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1509078.875000 Penalty: 3140.332520
	Iteration 18Q: 3 clusters Score -1509079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1509095.250000 Penalty: 3140.332520
	Iteration 19Q: 3 clusters Score -1509095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1509111.250000 Penalty: 3140.332520
	Iteration 20F: 3 clusters Score -1509111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1509128.000000 Penalty: 3140.332520
	Iteration 21Q: 3 clusters Score -1509128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1509135.750000 Penalty: 3140.332520
	Iteration 22Q: 3 clusters Score -1509136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1509141.500000 Penalty: 3140.332520
	Iteration 23Q: 3 clusters Score -1509142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1509151.375000 Penalty: 3140.332520
	Iteration 24Q: 3 clusters Score -1509151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1509154.375000 Penalty: 3140.332520
	Iteration 25Q: 3 clusters Score -1509154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1509159.375000 Penalty: 3140.332520
	Iteration 26Q: 3 clusters Score -1509159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1509164.000000 Penalty: 3140.332520
	Iteration 27Q: 3 clusters Score -1509164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1509164.375000 Penalty: 3140.332520
	Iteration 28Q: 3 clusters Score -1509164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1509163.125000 Penalty: 3140.332520
	Iteration 29Q: 3 clusters Score -1509163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1509168.000000 Penalty: 3140.332520
	Iteration 30Q: 3 clusters Score -1509168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1509171.375000 Penalty: 3140.332520
	Iteration 31Q: 3 clusters Score -1509171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1509176.125000 Penalty: 3140.332520
	Iteration 32Q: 3 clusters Score -1509176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1509180.750000 Penalty: 3140.332520
	Iteration 33Q: 3 clusters Score -1509181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1509190.875000 Penalty: 3140.332520
	Iteration 34Q: 3 clusters Score -1509191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1509195.750000 Penalty: 3140.332520
	Iteration 35Q: 3 clusters Score -1509196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1509206.375000 Penalty: 3140.332520
	Iteration 36Q: 3 clusters Score -1509206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1509213.250000 Penalty: 3140.332520
	Iteration 37Q: 3 clusters Score -1509213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1509218.125000 Penalty: 3140.332520
	Iteration 38Q: 3 clusters Score -1509218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1509225.500000 Penalty: 3140.332520
	Iteration 39Q: 3 clusters Score -1509226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1509235.250000 Penalty: 3140.332520
	Iteration 40F: 3 clusters Score -1509235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1509243.125000 Penalty: 3140.332520
	Iteration 41Q: 3 clusters Score -1509243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1509246.500000 Penalty: 3140.332520
	Iteration 42Q: 3 clusters Score -1509246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1509253.750000 Penalty: 3140.332520
	Iteration 43Q: 3 clusters Score -1509254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1509258.625000 Penalty: 3140.332520
	Iteration 44Q: 3 clusters Score -1509259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1509262.625000 Penalty: 3140.332520
	Iteration 45Q: 3 clusters Score -1509263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1509266.625000 Penalty: 3140.332520
	Iteration 46Q: 3 clusters Score -1509267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1509271.625000 Penalty: 3140.332520
	Iteration 47Q: 3 clusters Score -1509272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1509281.000000 Penalty: 3140.332520
	Iteration 48Q: 3 clusters Score -1509281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1509286.000000 Penalty: 3140.332520
	Iteration 49Q: 3 clusters Score -1509286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1509286.000000 Penalty: 3140.332520
	Iteration 50Q: 3 clusters Score -1509286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1509289.250000 Penalty: 3140.332520
	Iteration 51Q: 3 clusters Score -1509289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1509288.875000 Penalty: 3140.332520
	Iteration 52Q: 3 clusters Score -1509289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1509289.000000 Penalty: 3140.332520
	Iteration 53Q: 3 clusters Score -1509289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1509291.375000 Penalty: 3140.332520
	Iteration 54Q: 3 clusters Score -1509291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1509291.375000 Penalty: 3140.332520
	Iteration 55Q: 3 clusters Score -1509291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1509294.500000 Penalty: 3140.332520
	Iteration 56Q: 3 clusters Score -1509294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1509303.125000 Penalty: 3140.332520
	Iteration 57Q: 3 clusters Score -1509303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1509315.250000 Penalty: 3140.332520
	Iteration 58Q: 3 clusters Score -1509315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1509322.000000 Penalty: 3140.332520
	Iteration 59Q: 3 clusters Score -1509322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1509329.000000 Penalty: 3140.332520
	Iteration 60F: 3 clusters Score -1509329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1509334.500000 Penalty: 3140.332520
	Iteration 61Q: 3 clusters Score -1509334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1509337.625000 Penalty: 3140.332520
	Iteration 62Q: 3 clusters Score -1509338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1509337.250000 Penalty: 3140.332520
	Iteration 63Q: 3 clusters Score -1509337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1509336.875000 Penalty: 3140.332520
	Iteration 64Q: 3 clusters Score -1509337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1509339.375000 Penalty: 3140.332520
	Iteration 65Q: 3 clusters Score -1509339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1509337.875000 Penalty: 3140.332520
	Iteration 66Q: 3 clusters Score -1509338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1509339.000000 Penalty: 3140.332520
	Iteration 67Q: 3 clusters Score -1509339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1509339.000000 Penalty: 3140.332520
	Iteration 68F: 3 clusters Score -1509339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -147810.328125 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -147810.3 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 782 members 
Entering Unmasked Estep 
Score: -145928.015625 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -145928 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146365.343750 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -146365.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -146483.437500 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -146483.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -146539.656250 Penalty: 2402.810547
	Iteration 3Q: 3 clusters Score -146539.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -146577.453125 Penalty: 2402.810547
	Iteration 4Q: 3 clusters Score -146577.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -146620.125000 Penalty: 2402.810547
	Iteration 5Q: 3 clusters Score -146620.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -146674.093750 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -146674.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146722.656250 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -146722.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146777.875000 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -146777.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -146870.296875 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -146870.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -146961.796875 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -146961.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147033.203125 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -147033.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -147081.718750 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -147081.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -147108.078125 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -147108.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -147117.156250 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -147117.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147126.296875 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -147126.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147130.078125 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -147130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147131.468750 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -147131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -147133.281250 Penalty: 2402.810547
	Iteration 18Q: 3 clusters Score -147133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147134.156250 Penalty: 2402.810547
	Iteration 19Q: 3 clusters Score -147134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147135.500000 Penalty: 2402.810547
	Iteration 20F: 3 clusters Score -147135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147136.656250 Penalty: 2402.810547
	Iteration 21Q: 3 clusters Score -147136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147139.953125 Penalty: 2402.810547
	Iteration 22Q: 3 clusters Score -147140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147140.140625 Penalty: 2402.810547
	Iteration 23Q: 3 clusters Score -147140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147140.140625 Penalty: 2402.810547
	Iteration 24F: 3 clusters Score -147140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -81317.882812 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -81317.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79918.960938 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -79918.96 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80212.906250 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -80212.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80297.937500 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -80297.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80380.851562 Penalty: 2231.414551
	Iteration 3F: 3 clusters Score -80380.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80458.585938 Penalty: 2231.414551
	Iteration 4F: 3 clusters Score -80458.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80523.367188 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -80523.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80593.242188 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -80593.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80659.632812 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -80659.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80723.976562 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -80723.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80755.570312 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -80755.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80786.335938 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -80786.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80808.109375 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -80808.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80820.976562 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -80820.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80832.734375 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -80832.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80844.500000 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -80844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80854.445312 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -80854.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80868.109375 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -80868.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80880.421875 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -80880.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80892.828125 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -80892.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80910.898438 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -80910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80918.195312 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -80918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80921.570312 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -80921.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80927.039062 Penalty: 2231.414551
	Iteration 22Q: 3 clusters Score -80927.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80929.953125 Penalty: 2231.414551
	Iteration 23Q: 3 clusters Score -80929.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80931.679688 Penalty: 2231.414551
	Iteration 24Q: 3 clusters Score -80931.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80931.679688 Penalty: 2231.414551
	Iteration 25F: 3 clusters Score -80931.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Entering Unmasked Estep 
Score: -3881096.250000 Penalty: 1721.912598
	Iteration 0F: 2 clusters Score -3881096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3858965.250000 Penalty: 3443.825195
	Iteration 0F: 3 clusters Score -3858965 nChanged 18549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -3869273.750000 Penalty: 3443.825195
	Iteration 1F: 3 clusters Score -3869274 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3869822.500000 Penalty: 3443.825195
	Iteration 2Q: 3 clusters Score -3869822 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3870450.000000 Penalty: 3443.825195
	Iteration 3Q: 3 clusters Score -3870450 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3871235.500000 Penalty: 3443.825195
	Iteration 4Q: 3 clusters Score -3871236 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3872288.000000 Penalty: 3443.825195
	Iteration 5F: 3 clusters Score -3872288 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3873747.000000 Penalty: 3443.825195
	Iteration 6F: 3 clusters Score -3873747 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3875504.500000 Penalty: 3443.825195
	Iteration 7F: 3 clusters Score -3875504 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3877474.750000 Penalty: 3443.825195
	Iteration 8F: 3 clusters Score -3877475 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3879113.250000 Penalty: 3443.825195
	Iteration 9F: 3 clusters Score -3879113 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3879713.000000 Penalty: 3443.825195
	Iteration 10Q: 3 clusters Score -3879713 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3879910.750000 Penalty: 3443.825195
	Iteration 11Q: 3 clusters Score -3879911 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3880048.000000 Penalty: 3443.825195
	Iteration 12Q: 3 clusters Score -3880048 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3880135.750000 Penalty: 3443.825195
	Iteration 13Q: 3 clusters Score -3880136 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3880212.250000 Penalty: 3443.825195
	Iteration 14Q: 3 clusters Score -3880212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3880257.500000 Penalty: 3443.825195
	Iteration 15Q: 3 clusters Score -3880258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3880312.750000 Penalty: 3443.825195
	Iteration 16Q: 3 clusters Score -3880313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3880331.750000 Penalty: 3443.825195
	Iteration 17Q: 3 clusters Score -3880332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3880337.250000 Penalty: 3443.825195
	Iteration 18Q: 3 clusters Score -3880337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3880355.250000 Penalty: 3443.825195
	Iteration 19Q: 3 clusters Score -3880355 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3880372.500000 Penalty: 3443.825195
	Iteration 20F: 3 clusters Score -3880372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3880378.750000 Penalty: 3443.825195
	Iteration 21Q: 3 clusters Score -3880379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3880382.750000 Penalty: 3443.825195
	Iteration 22Q: 3 clusters Score -3880383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3880371.000000 Penalty: 3443.825195
	Iteration 23Q: 3 clusters Score -3880371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3880391.250000 Penalty: 3443.825195
	Iteration 24Q: 3 clusters Score -3880391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3880388.500000 Penalty: 3443.825195
	Iteration 25Q: 3 clusters Score -3880388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3880385.750000 Penalty: 3443.825195
	Iteration 26Q: 3 clusters Score -3880386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3880384.750000 Penalty: 3443.825195
	Iteration 27Q: 3 clusters Score -3880385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3880391.250000 Penalty: 3443.825195
	Iteration 28Q: 3 clusters Score -3880391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3880384.250000 Penalty: 3443.825195
	Iteration 29Q: 3 clusters Score -3880384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3880385.500000 Penalty: 3443.825195
	Iteration 30Q: 3 clusters Score -3880386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3880385.500000 Penalty: 3443.825195
	Iteration 31F: 3 clusters Score -3880386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -208349.437500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -208349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206097.062500 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -206097.1 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -206577.843750 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -206577.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206732.234375 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -206732.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -206851.656250 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -206851.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206941.671875 Penalty: 2516.280762
	Iteration 4Q: 3 clusters Score -206941.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -207002.593750 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -207002.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -207062.625000 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -207062.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -207114.562500 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -207114.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -207197.046875 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -207197 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -207324.765625 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -207324.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -207500.734375 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -207500.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -207697.734375 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -207697.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -207841.453125 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -207841.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -207925.203125 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -207925.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -207964.843750 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -207964.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207979.750000 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -207979.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -207986.843750 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -207986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207991.000000 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -207991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -207994.546875 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -207994.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -207997.781250 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -207997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -207999.437500 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -207999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -208001.312500 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -208001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -208003.265625 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -208003.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -208005.515625 Penalty: 2516.280762
	Iteration 23Q: 3 clusters Score -208005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -208005.640625 Penalty: 2516.280762
	Iteration 24Q: 3 clusters Score -208005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -208005.640625 Penalty: 2516.280762
	Iteration 25F: 3 clusters Score -208005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Entering Unmasked Estep 
Score: -506970.187500 Penalty: 1403.096924
	Iteration 0F: 2 clusters Score -506970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -502631.593750 Penalty: 2806.193848
	Iteration 0F: 3 clusters Score -502631.6 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -503796.718750 Penalty: 2806.193848
	Iteration 1F: 3 clusters Score -503796.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -503992.531250 Penalty: 2806.193848
	Iteration 2F: 3 clusters Score -503992.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -504151.750000 Penalty: 2806.193848
	Iteration 3F: 3 clusters Score -504151.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -504306.750000 Penalty: 2806.193848
	Iteration 4Q: 3 clusters Score -504306.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -504470.437500 Penalty: 2806.193848
	Iteration 5Q: 3 clusters Score -504470.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -504646.250000 Penalty: 2806.193848
	Iteration 6Q: 3 clusters Score -504646.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -504843.750000 Penalty: 2806.193848
	Iteration 7Q: 3 clusters Score -504843.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -505099.375000 Penalty: 2806.193848
	Iteration 8Q: 3 clusters Score -505099.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -505426.875000 Penalty: 2806.193848
	Iteration 9F: 3 clusters Score -505426.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -505806.562500 Penalty: 2806.193848
	Iteration 10F: 3 clusters Score -505806.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -506108.468750 Penalty: 2806.193848
	Iteration 11Q: 3 clusters Score -506108.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -506303.437500 Penalty: 2806.193848
	Iteration 12Q: 3 clusters Score -506303.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -506405.250000 Penalty: 2806.193848
	Iteration 13Q: 3 clusters Score -506405.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -506495.656250 Penalty: 2806.193848
	Iteration 14Q: 3 clusters Score -506495.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -506586.125000 Penalty: 2806.193848
	Iteration 15Q: 3 clusters Score -506586.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -506675.656250 Penalty: 2806.193848
	Iteration 16Q: 3 clusters Score -506675.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -506739.000000 Penalty: 2806.193848
	Iteration 17Q: 3 clusters Score -506739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -506771.437500 Penalty: 2806.193848
	Iteration 18Q: 3 clusters Score -506771.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -506790.781250 Penalty: 2806.193848
	Iteration 19Q: 3 clusters Score -506790.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -506800.000000 Penalty: 2806.193848
	Iteration 20F: 3 clusters Score -506800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -506802.656250 Penalty: 2806.193848
	Iteration 21Q: 3 clusters Score -506802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -506803.781250 Penalty: 2806.193848
	Iteration 22Q: 3 clusters Score -506803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -506804.312500 Penalty: 2806.193848
	Iteration 23Q: 3 clusters Score -506804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -506804.968750 Penalty: 2806.193848
	Iteration 24Q: 3 clusters Score -506805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -506806.281250 Penalty: 2806.193848
	Iteration 25Q: 3 clusters Score -506806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -506806.281250 Penalty: 2806.193848
	Iteration 26F: 3 clusters Score -506806.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Entering Unmasked Estep 
Score: -4620064.000000 Penalty: 1755.513550
	Iteration 0F: 2 clusters Score -4620064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -4593787.500000 Penalty: 3511.027100
	Iteration 0F: 3 clusters Score -4593788 nChanged 22999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -4606998.500000 Penalty: 3511.027100
	Iteration 1F: 3 clusters Score -4606998 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -4607738.000000 Penalty: 3511.027100
	Iteration 2Q: 3 clusters Score -4607738 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4608747.500000 Penalty: 3511.027100
	Iteration 3Q: 3 clusters Score -4608748 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4610499.000000 Penalty: 3511.027100
	Iteration 4F: 3 clusters Score -4610499 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4612218.000000 Penalty: 3511.027100
	Iteration 5F: 3 clusters Score -4612218 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4613732.500000 Penalty: 3511.027100
	Iteration 6F: 3 clusters Score -4613732 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4615203.000000 Penalty: 3511.027100
	Iteration 7F: 3 clusters Score -4615203 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4616402.500000 Penalty: 3511.027100
	Iteration 8Q: 3 clusters Score -4616402 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4617364.500000 Penalty: 3511.027100
	Iteration 9Q: 3 clusters Score -4617364 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4617804.000000 Penalty: 3511.027100
	Iteration 10Q: 3 clusters Score -4617804 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4618046.000000 Penalty: 3511.027100
	Iteration 11Q: 3 clusters Score -4618046 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4618240.500000 Penalty: 3511.027100
	Iteration 12Q: 3 clusters Score -4618240 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4618340.000000 Penalty: 3511.027100
	Iteration 13Q: 3 clusters Score -4618340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4618375.500000 Penalty: 3511.027100
	Iteration 14Q: 3 clusters Score -4618376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4618432.500000 Penalty: 3511.027100
	Iteration 15Q: 3 clusters Score -4618432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4618447.000000 Penalty: 3511.027100
	Iteration 16Q: 3 clusters Score -4618447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4618478.500000 Penalty: 3511.027100
	Iteration 17Q: 3 clusters Score -4618478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4618516.500000 Penalty: 3511.027100
	Iteration 18Q: 3 clusters Score -4618516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4618524.000000 Penalty: 3511.027100
	Iteration 19Q: 3 clusters Score -4618524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4618525.500000 Penalty: 3511.027100
	Iteration 20F: 3 clusters Score -4618526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4618527.000000 Penalty: 3511.027100
	Iteration 21Q: 3 clusters Score -4618527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4618528.500000 Penalty: 3511.027100
	Iteration 22Q: 3 clusters Score -4618528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4618535.500000 Penalty: 3511.027100
	Iteration 23Q: 3 clusters Score -4618536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4618538.500000 Penalty: 3511.027100
	Iteration 24Q: 3 clusters Score -4618538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4618546.000000 Penalty: 3511.027100
	Iteration 25Q: 3 clusters Score -4618546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4618555.000000 Penalty: 3511.027100
	Iteration 26Q: 3 clusters Score -4618555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4618564.000000 Penalty: 3511.027100
	Iteration 27Q: 3 clusters Score -4618564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4618565.500000 Penalty: 3511.027100
	Iteration 28Q: 3 clusters Score -4618566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4618568.000000 Penalty: 3511.027100
	Iteration 29Q: 3 clusters Score -4618568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4618570.000000 Penalty: 3511.027100
	Iteration 30Q: 3 clusters Score -4618570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4618571.000000 Penalty: 3511.027100
	Iteration 31Q: 3 clusters Score -4618571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4618574.500000 Penalty: 3511.027100
	Iteration 32Q: 3 clusters Score -4618574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4618581.000000 Penalty: 3511.027100
	Iteration 33Q: 3 clusters Score -4618581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4618576.500000 Penalty: 3511.027100
	Iteration 34Q: 3 clusters Score -4618576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4618579.000000 Penalty: 3511.027100
	Iteration 35Q: 3 clusters Score -4618579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4618579.500000 Penalty: 3511.027100
	Iteration 36Q: 3 clusters Score -4618580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4618582.500000 Penalty: 3511.027100
	Iteration 37Q: 3 clusters Score -4618582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4618582.500000 Penalty: 3511.027100
	Iteration 38F: 3 clusters Score -4618582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Entering Unmasked Estep 
Score: -2015542.750000 Penalty: 1632.394897
	Iteration 0F: 2 clusters Score -2015543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1999928.125000 Penalty: 3264.789795
	Iteration 0F: 3 clusters Score -1999928 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2005595.750000 Penalty: 3264.789795
	Iteration 1F: 3 clusters Score -2005596 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2006006.750000 Penalty: 3264.789795
	Iteration 2F: 3 clusters Score -2006007 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2006413.250000 Penalty: 3264.789795
	Iteration 3Q: 3 clusters Score -2006413 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2006843.375000 Penalty: 3264.789795
	Iteration 4Q: 3 clusters Score -2006843 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2007281.250000 Penalty: 3264.789795
	Iteration 5Q: 3 clusters Score -2007281 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2007731.750000 Penalty: 3264.789795
	Iteration 6Q: 3 clusters Score -2007732 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2008158.250000 Penalty: 3264.789795
	Iteration 7Q: 3 clusters Score -2008158 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2008602.250000 Penalty: 3264.789795
	Iteration 8Q: 3 clusters Score -2008602 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2009086.250000 Penalty: 3264.789795
	Iteration 9Q: 3 clusters Score -2009086 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2009580.500000 Penalty: 3264.789795
	Iteration 10Q: 3 clusters Score -2009580 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2009994.875000 Penalty: 3264.789795
	Iteration 11Q: 3 clusters Score -2009995 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2010439.875000 Penalty: 3264.789795
	Iteration 12Q: 3 clusters Score -2010440 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2010925.875000 Penalty: 3264.789795
	Iteration 13Q: 3 clusters Score -2010926 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2011442.375000 Penalty: 3264.789795
	Iteration 14Q: 3 clusters Score -2011442 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2011978.500000 Penalty: 3264.789795
	Iteration 15Q: 3 clusters Score -2011978 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2012522.125000 Penalty: 3264.789795
	Iteration 16Q: 3 clusters Score -2012522 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2013004.500000 Penalty: 3264.789795
	Iteration 17Q: 3 clusters Score -2013004 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2013368.875000 Penalty: 3264.789795
	Iteration 18Q: 3 clusters Score -2013369 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2013592.250000 Penalty: 3264.789795
	Iteration 19Q: 3 clusters Score -2013592 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2013723.375000 Penalty: 3264.789795
	Iteration 20F: 3 clusters Score -2013723 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2013799.375000 Penalty: 3264.789795
	Iteration 21Q: 3 clusters Score -2013799 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2013852.500000 Penalty: 3264.789795
	Iteration 22Q: 3 clusters Score -2013852 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2013894.125000 Penalty: 3264.789795
	Iteration 23Q: 3 clusters Score -2013894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2013934.875000 Penalty: 3264.789795
	Iteration 24Q: 3 clusters Score -2013935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2013965.750000 Penalty: 3264.789795
	Iteration 25Q: 3 clusters Score -2013966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2013994.125000 Penalty: 3264.789795
	Iteration 26Q: 3 clusters Score -2013994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2014007.375000 Penalty: 3264.789795
	Iteration 27Q: 3 clusters Score -2014007 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2014019.500000 Penalty: 3264.789795
	Iteration 28Q: 3 clusters Score -2014020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2014037.750000 Penalty: 3264.789795
	Iteration 29Q: 3 clusters Score -2014038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2014048.125000 Penalty: 3264.789795
	Iteration 30Q: 3 clusters Score -2014048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2014070.125000 Penalty: 3264.789795
	Iteration 31Q: 3 clusters Score -2014070 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2014084.250000 Penalty: 3264.789795
	Iteration 32Q: 3 clusters Score -2014084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2014092.500000 Penalty: 3264.789795
	Iteration 33Q: 3 clusters Score -2014092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2014106.375000 Penalty: 3264.789795
	Iteration 34Q: 3 clusters Score -2014106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2014116.250000 Penalty: 3264.789795
	Iteration 35Q: 3 clusters Score -2014116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2014126.250000 Penalty: 3264.789795
	Iteration 36Q: 3 clusters Score -2014126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2014143.750000 Penalty: 3264.789795
	Iteration 37Q: 3 clusters Score -2014144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2014151.625000 Penalty: 3264.789795
	Iteration 38Q: 3 clusters Score -2014152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2014160.500000 Penalty: 3264.789795
	Iteration 39Q: 3 clusters Score -2014160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2014178.250000 Penalty: 3264.789795
	Iteration 40F: 3 clusters Score -2014178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2014190.250000 Penalty: 3264.789795
	Iteration 41Q: 3 clusters Score -2014190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2014204.000000 Penalty: 3264.789795
	Iteration 42Q: 3 clusters Score -2014204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2014217.375000 Penalty: 3264.789795
	Iteration 43Q: 3 clusters Score -2014217 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2014235.750000 Penalty: 3264.789795
	Iteration 44Q: 3 clusters Score -2014236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2014250.250000 Penalty: 3264.789795
	Iteration 45Q: 3 clusters Score -2014250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2014261.000000 Penalty: 3264.789795
	Iteration 46Q: 3 clusters Score -2014261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2014273.125000 Penalty: 3264.789795
	Iteration 47Q: 3 clusters Score -2014273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2014282.750000 Penalty: 3264.789795
	Iteration 48Q: 3 clusters Score -2014283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2014296.000000 Penalty: 3264.789795
	Iteration 49Q: 3 clusters Score -2014296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2014299.250000 Penalty: 3264.789795
	Iteration 50Q: 3 clusters Score -2014299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2014306.875000 Penalty: 3264.789795
	Iteration 51Q: 3 clusters Score -2014307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2014314.875000 Penalty: 3264.789795
	Iteration 52Q: 3 clusters Score -2014315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2014318.875000 Penalty: 3264.789795
	Iteration 53Q: 3 clusters Score -2014319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2014333.000000 Penalty: 3264.789795
	Iteration 54Q: 3 clusters Score -2014333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2014339.500000 Penalty: 3264.789795
	Iteration 55Q: 3 clusters Score -2014340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2014343.625000 Penalty: 3264.789795
	Iteration 56Q: 3 clusters Score -2014344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2014346.625000 Penalty: 3264.789795
	Iteration 57Q: 3 clusters Score -2014347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2014350.500000 Penalty: 3264.789795
	Iteration 58Q: 3 clusters Score -2014350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2014354.750000 Penalty: 3264.789795
	Iteration 59Q: 3 clusters Score -2014355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2014363.875000 Penalty: 3264.789795
	Iteration 60F: 3 clusters Score -2014364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2014365.500000 Penalty: 3264.789795
	Iteration 61Q: 3 clusters Score -2014366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2014376.125000 Penalty: 3264.789795
	Iteration 62Q: 3 clusters Score -2014376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2014380.500000 Penalty: 3264.789795
	Iteration 63Q: 3 clusters Score -2014380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2014387.625000 Penalty: 3264.789795
	Iteration 64Q: 3 clusters Score -2014388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2014386.750000 Penalty: 3264.789795
	Iteration 65Q: 3 clusters Score -2014387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2014394.125000 Penalty: 3264.789795
	Iteration 66Q: 3 clusters Score -2014394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2014401.125000 Penalty: 3264.789795
	Iteration 67Q: 3 clusters Score -2014401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2014401.875000 Penalty: 3264.789795
	Iteration 68Q: 3 clusters Score -2014402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2014407.500000 Penalty: 3264.789795
	Iteration 69Q: 3 clusters Score -2014408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2014410.125000 Penalty: 3264.789795
	Iteration 70Q: 3 clusters Score -2014410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2014412.000000 Penalty: 3264.789795
	Iteration 71Q: 3 clusters Score -2014412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2014414.250000 Penalty: 3264.789795
	Iteration 72Q: 3 clusters Score -2014414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2014418.250000 Penalty: 3264.789795
	Iteration 73Q: 3 clusters Score -2014418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2014421.750000 Penalty: 3264.789795
	Iteration 74Q: 3 clusters Score -2014422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2014422.125000 Penalty: 3264.789795
	Iteration 75Q: 3 clusters Score -2014422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2014425.125000 Penalty: 3264.789795
	Iteration 76Q: 3 clusters Score -2014425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2014423.000000 Penalty: 3264.789795
	Iteration 77Q: 3 clusters Score -2014423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2014422.625000 Penalty: 3264.789795
	Iteration 78Q: 3 clusters Score -2014423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2014423.000000 Penalty: 3264.789795
	Iteration 79Q: 3 clusters Score -2014423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2014424.250000 Penalty: 3264.789795
	Iteration 80F: 3 clusters Score -2014424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2014424.750000 Penalty: 3264.789795
	Iteration 81Q: 3 clusters Score -2014425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2014424.750000 Penalty: 3264.789795
	Iteration 82F: 3 clusters Score -2014425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Entering Unmasked Estep 
Score: -3536479.000000 Penalty: 1704.989868
	Iteration 0F: 2 clusters Score -3536479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3514269.750000 Penalty: 3409.979736
	Iteration 0F: 3 clusters Score -3514270 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3523529.000000 Penalty: 3409.979736
	Iteration 1F: 3 clusters Score -3523529 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3523994.500000 Penalty: 3409.979736
	Iteration 2Q: 3 clusters Score -3523994 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3524502.000000 Penalty: 3409.979736
	Iteration 3Q: 3 clusters Score -3524502 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3525145.750000 Penalty: 3409.979736
	Iteration 4Q: 3 clusters Score -3525146 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3525989.250000 Penalty: 3409.979736
	Iteration 5F: 3 clusters Score -3525989 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3527061.000000 Penalty: 3409.979736
	Iteration 6F: 3 clusters Score -3527061 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3528322.000000 Penalty: 3409.979736
	Iteration 7F: 3 clusters Score -3528322 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3529587.500000 Penalty: 3409.979736
	Iteration 8Q: 3 clusters Score -3529588 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3530732.750000 Penalty: 3409.979736
	Iteration 9Q: 3 clusters Score -3530733 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3531523.500000 Penalty: 3409.979736
	Iteration 10Q: 3 clusters Score -3531524 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -3532099.500000 Penalty: 3409.979736
	Iteration 11Q: 3 clusters Score -3532100 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3532473.250000 Penalty: 3409.979736
	Iteration 12Q: 3 clusters Score -3532473 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3532771.500000 Penalty: 3409.979736
	Iteration 13Q: 3 clusters Score -3532772 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3533083.500000 Penalty: 3409.979736
	Iteration 14Q: 3 clusters Score -3533084 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3533395.000000 Penalty: 3409.979736
	Iteration 15Q: 3 clusters Score -3533395 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3533704.250000 Penalty: 3409.979736
	Iteration 16Q: 3 clusters Score -3533704 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3534051.000000 Penalty: 3409.979736
	Iteration 17Q: 3 clusters Score -3534051 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -3534322.750000 Penalty: 3409.979736
	Iteration 18Q: 3 clusters Score -3534323 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3534567.250000 Penalty: 3409.979736
	Iteration 19Q: 3 clusters Score -3534567 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3534758.500000 Penalty: 3409.979736
	Iteration 20F: 3 clusters Score -3534758 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -3534883.250000 Penalty: 3409.979736
	Iteration 21Q: 3 clusters Score -3534883 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -3535035.500000 Penalty: 3409.979736
	Iteration 22Q: 3 clusters Score -3535036 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -3535211.500000 Penalty: 3409.979736
	Iteration 23Q: 3 clusters Score -3535212 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -3535368.000000 Penalty: 3409.979736
	Iteration 24Q: 3 clusters Score -3535368 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -3535472.000000 Penalty: 3409.979736
	Iteration 25Q: 3 clusters Score -3535472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -3535564.250000 Penalty: 3409.979736
	Iteration 26Q: 3 clusters Score -3535564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -3535602.250000 Penalty: 3409.979736
	Iteration 27Q: 3 clusters Score -3535602 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -3535612.250000 Penalty: 3409.979736
	Iteration 28Q: 3 clusters Score -3535612 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3535615.000000 Penalty: 3409.979736
	Iteration 29Q: 3 clusters Score -3535615 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -3535599.250000 Penalty: 3409.979736
	Iteration 30Q: 3 clusters Score -3535599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -3535591.000000 Penalty: 3409.979736
	Iteration 31Q: 3 clusters Score -3535591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -3535599.000000 Penalty: 3409.979736
	Iteration 32Q: 3 clusters Score -3535599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -3535581.000000 Penalty: 3409.979736
	Iteration 33Q: 3 clusters Score -3535581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -3535567.250000 Penalty: 3409.979736
	Iteration 34Q: 3 clusters Score -3535567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3535537.000000 Penalty: 3409.979736
	Iteration 35Q: 3 clusters Score -3535537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -3535534.750000 Penalty: 3409.979736
	Iteration 36Q: 3 clusters Score -3535535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3535510.250000 Penalty: 3409.979736
	Iteration 37Q: 3 clusters Score -3535510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -3535481.000000 Penalty: 3409.979736
	Iteration 38Q: 3 clusters Score -3535481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -3535482.500000 Penalty: 3409.979736
	Iteration 39Q: 3 clusters Score -3535482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -3535469.750000 Penalty: 3409.979736
	Iteration 40F: 3 clusters Score -3535470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -3535460.500000 Penalty: 3409.979736
	Iteration 41Q: 3 clusters Score -3535460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -3535461.000000 Penalty: 3409.979736
	Iteration 42Q: 3 clusters Score -3535461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -3535454.000000 Penalty: 3409.979736
	Iteration 43Q: 3 clusters Score -3535454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -3535462.750000 Penalty: 3409.979736
	Iteration 44Q: 3 clusters Score -3535463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -3535460.250000 Penalty: 3409.979736
	Iteration 45Q: 3 clusters Score -3535460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -3535450.750000 Penalty: 3409.979736
	Iteration 46Q: 3 clusters Score -3535451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -3535442.000000 Penalty: 3409.979736
	Iteration 47Q: 3 clusters Score -3535442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -3535439.000000 Penalty: 3409.979736
	Iteration 48Q: 3 clusters Score -3535439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -3535436.500000 Penalty: 3409.979736
	Iteration 49Q: 3 clusters Score -3535436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -3535437.000000 Penalty: 3409.979736
	Iteration 50Q: 3 clusters Score -3535437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -3535435.000000 Penalty: 3409.979736
	Iteration 51Q: 3 clusters Score -3535435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -3535430.500000 Penalty: 3409.979736
	Iteration 52Q: 3 clusters Score -3535430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -3535434.250000 Penalty: 3409.979736
	Iteration 53Q: 3 clusters Score -3535434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3535433.250000 Penalty: 3409.979736
	Iteration 54Q: 3 clusters Score -3535433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -3535434.750000 Penalty: 3409.979736
	Iteration 55Q: 3 clusters Score -3535435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -3535432.250000 Penalty: 3409.979736
	Iteration 56Q: 3 clusters Score -3535432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -3535426.000000 Penalty: 3409.979736
	Iteration 57Q: 3 clusters Score -3535426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -3535434.000000 Penalty: 3409.979736
	Iteration 58Q: 3 clusters Score -3535434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -3535434.000000 Penalty: 3409.979736
	Iteration 59Q: 3 clusters Score -3535434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3535430.500000 Penalty: 3409.979736
	Iteration 60F: 3 clusters Score -3535430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -3535427.250000 Penalty: 3409.979736
	Iteration 61Q: 3 clusters Score -3535427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -3535417.750000 Penalty: 3409.979736
	Iteration 62Q: 3 clusters Score -3535418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3535414.500000 Penalty: 3409.979736
	Iteration 63Q: 3 clusters Score -3535414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -3535419.250000 Penalty: 3409.979736
	Iteration 64Q: 3 clusters Score -3535419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3535424.750000 Penalty: 3409.979736
	Iteration 65Q: 3 clusters Score -3535425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -3535422.000000 Penalty: 3409.979736
	Iteration 66Q: 3 clusters Score -3535422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -3535419.500000 Penalty: 3409.979736
	Iteration 67Q: 3 clusters Score -3535420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3535422.250000 Penalty: 3409.979736
	Iteration 68Q: 3 clusters Score -3535422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -3535414.750000 Penalty: 3409.979736
	Iteration 69Q: 3 clusters Score -3535415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -3535416.250000 Penalty: 3409.979736
	Iteration 70Q: 3 clusters Score -3535416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -3535414.250000 Penalty: 3409.979736
	Iteration 71Q: 3 clusters Score -3535414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -3535416.000000 Penalty: 3409.979736
	Iteration 72Q: 3 clusters Score -3535416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -3535416.000000 Penalty: 3409.979736
	Iteration 73F: 3 clusters Score -3535416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Entering Unmasked Estep 
Score: -3635661.500000 Penalty: 1713.519531
	Iteration 0F: 2 clusters Score -3635662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3610672.750000 Penalty: 3427.039062
	Iteration 0F: 3 clusters Score -3610673 nChanged 17558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3620627.000000 Penalty: 3427.039062
	Iteration 1F: 3 clusters Score -3620627 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3621184.750000 Penalty: 3427.039062
	Iteration 2Q: 3 clusters Score -3621185 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3621887.000000 Penalty: 3427.039062
	Iteration 3F: 3 clusters Score -3621887 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3622912.000000 Penalty: 3427.039062
	Iteration 4F: 3 clusters Score -3622912 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3624295.500000 Penalty: 3427.039062
	Iteration 5F: 3 clusters Score -3624296 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3625981.500000 Penalty: 3427.039062
	Iteration 6F: 3 clusters Score -3625982 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3627461.250000 Penalty: 3427.039062
	Iteration 7F: 3 clusters Score -3627461 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3628795.500000 Penalty: 3427.039062
	Iteration 8Q: 3 clusters Score -3628796 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3629810.250000 Penalty: 3427.039062
	Iteration 9Q: 3 clusters Score -3629810 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3630442.500000 Penalty: 3427.039062
	Iteration 10Q: 3 clusters Score -3630442 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3630954.250000 Penalty: 3427.039062
	Iteration 11Q: 3 clusters Score -3630954 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3631352.750000 Penalty: 3427.039062
	Iteration 12Q: 3 clusters Score -3631353 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3631955.000000 Penalty: 3427.039062
	Iteration 13Q: 3 clusters Score -3631955 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3632537.500000 Penalty: 3427.039062
	Iteration 14Q: 3 clusters Score -3632538 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3633055.500000 Penalty: 3427.039062
	Iteration 15Q: 3 clusters Score -3633056 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3633512.000000 Penalty: 3427.039062
	Iteration 16Q: 3 clusters Score -3633512 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3633887.750000 Penalty: 3427.039062
	Iteration 17Q: 3 clusters Score -3633888 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3634197.000000 Penalty: 3427.039062
	Iteration 18Q: 3 clusters Score -3634197 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3634348.750000 Penalty: 3427.039062
	Iteration 19Q: 3 clusters Score -3634349 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3634435.250000 Penalty: 3427.039062
	Iteration 20F: 3 clusters Score -3634435 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3634452.000000 Penalty: 3427.039062
	Iteration 21Q: 3 clusters Score -3634452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3634467.500000 Penalty: 3427.039062
	Iteration 22Q: 3 clusters Score -3634468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3634490.500000 Penalty: 3427.039062
	Iteration 23Q: 3 clusters Score -3634490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3634485.250000 Penalty: 3427.039062
	Iteration 24Q: 3 clusters Score -3634485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3634494.000000 Penalty: 3427.039062
	Iteration 25Q: 3 clusters Score -3634494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3634505.000000 Penalty: 3427.039062
	Iteration 26Q: 3 clusters Score -3634505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3634500.750000 Penalty: 3427.039062
	Iteration 27Q: 3 clusters Score -3634501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3634503.250000 Penalty: 3427.039062
	Iteration 28Q: 3 clusters Score -3634503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3634513.250000 Penalty: 3427.039062
	Iteration 29Q: 3 clusters Score -3634513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3634515.750000 Penalty: 3427.039062
	Iteration 30Q: 3 clusters Score -3634516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3634521.250000 Penalty: 3427.039062
	Iteration 31Q: 3 clusters Score -3634521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3634524.000000 Penalty: 3427.039062
	Iteration 32Q: 3 clusters Score -3634524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3634526.000000 Penalty: 3427.039062
	Iteration 33Q: 3 clusters Score -3634526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3634529.500000 Penalty: 3427.039062
	Iteration 34Q: 3 clusters Score -3634530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3634527.250000 Penalty: 3427.039062
	Iteration 35Q: 3 clusters Score -3634527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3634531.250000 Penalty: 3427.039062
	Iteration 36Q: 3 clusters Score -3634531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3634532.500000 Penalty: 3427.039062
	Iteration 37Q: 3 clusters Score -3634532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3634540.250000 Penalty: 3427.039062
	Iteration 38Q: 3 clusters Score -3634540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3634539.500000 Penalty: 3427.039062
	Iteration 39Q: 3 clusters Score -3634540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3634547.750000 Penalty: 3427.039062
	Iteration 40F: 3 clusters Score -3634548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3634543.000000 Penalty: 3427.039062
	Iteration 41Q: 3 clusters Score -3634543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3634546.250000 Penalty: 3427.039062
	Iteration 42Q: 3 clusters Score -3634546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3634546.750000 Penalty: 3427.039062
	Iteration 43Q: 3 clusters Score -3634547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3634550.750000 Penalty: 3427.039062
	Iteration 44Q: 3 clusters Score -3634551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3634547.500000 Penalty: 3427.039062
	Iteration 45Q: 3 clusters Score -3634548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3634541.750000 Penalty: 3427.039062
	Iteration 46Q: 3 clusters Score -3634542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3634543.000000 Penalty: 3427.039062
	Iteration 47Q: 3 clusters Score -3634543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3634542.750000 Penalty: 3427.039062
	Iteration 48Q: 3 clusters Score -3634543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3634542.750000 Penalty: 3427.039062
	Iteration 49F: 3 clusters Score -3634543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -123627.906250 Penalty: 1178.803955
	Iteration 0F: 2 clusters Score -123627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -121911.250000 Penalty: 2357.607910
	Iteration 0F: 3 clusters Score -121911.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122247.851562 Penalty: 2357.607910
	Iteration 1F: 3 clusters Score -122247.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -122340.023438 Penalty: 2357.607910
	Iteration 2F: 3 clusters Score -122340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -122394.375000 Penalty: 2357.607910
	Iteration 3Q: 3 clusters Score -122394.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -122430.601562 Penalty: 2357.607910
	Iteration 4Q: 3 clusters Score -122430.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122458.492188 Penalty: 2357.607910
	Iteration 5Q: 3 clusters Score -122458.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122484.492188 Penalty: 2357.607910
	Iteration 6Q: 3 clusters Score -122484.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122506.023438 Penalty: 2357.607910
	Iteration 7Q: 3 clusters Score -122506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -122521.820312 Penalty: 2357.607910
	Iteration 8Q: 3 clusters Score -122521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -122531.687500 Penalty: 2357.607910
	Iteration 9Q: 3 clusters Score -122531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122543.117188 Penalty: 2357.607910
	Iteration 10Q: 3 clusters Score -122543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122552.312500 Penalty: 2357.607910
	Iteration 11Q: 3 clusters Score -122552.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122561.671875 Penalty: 2357.607910
	Iteration 12Q: 3 clusters Score -122561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122569.734375 Penalty: 2357.607910
	Iteration 13Q: 3 clusters Score -122569.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122577.632812 Penalty: 2357.607910
	Iteration 14Q: 3 clusters Score -122577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122583.476562 Penalty: 2357.607910
	Iteration 15Q: 3 clusters Score -122583.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122586.843750 Penalty: 2357.607910
	Iteration 16Q: 3 clusters Score -122586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -122587.843750 Penalty: 2357.607910
	Iteration 17Q: 3 clusters Score -122587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122592.273438 Penalty: 2357.607910
	Iteration 18Q: 3 clusters Score -122592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122595.984375 Penalty: 2357.607910
	Iteration 19Q: 3 clusters Score -122596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122597.437500 Penalty: 2357.607910
	Iteration 20F: 3 clusters Score -122597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122599.101562 Penalty: 2357.607910
	Iteration 21Q: 3 clusters Score -122599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122600.429688 Penalty: 2357.607910
	Iteration 22Q: 3 clusters Score -122600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122602.062500 Penalty: 2357.607910
	Iteration 23Q: 3 clusters Score -122602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122604.070312 Penalty: 2357.607910
	Iteration 24Q: 3 clusters Score -122604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122606.546875 Penalty: 2357.607910
	Iteration 25Q: 3 clusters Score -122606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122608.335938 Penalty: 2357.607910
	Iteration 26Q: 3 clusters Score -122608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122609.046875 Penalty: 2357.607910
	Iteration 27Q: 3 clusters Score -122609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122609.046875 Penalty: 2357.607910
	Iteration 28F: 3 clusters Score -122609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -210707.687500 Penalty: 1257.220825
	Iteration 0F: 2 clusters Score -210707.7 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 1114 members 
Entering Unmasked Estep 
Score: -208460.281250 Penalty: 2514.441650
	Iteration 0F: 3 clusters Score -208460.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -209012.421875 Penalty: 2514.441650
	Iteration 1F: 3 clusters Score -209012.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -209160.765625 Penalty: 2514.441650
	Iteration 2F: 3 clusters Score -209160.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209284.437500 Penalty: 2514.441650
	Iteration 3F: 3 clusters Score -209284.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209372.203125 Penalty: 2514.441650
	Iteration 4Q: 3 clusters Score -209372.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -209448.640625 Penalty: 2514.441650
	Iteration 5Q: 3 clusters Score -209448.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209536.734375 Penalty: 2514.441650
	Iteration 6Q: 3 clusters Score -209536.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -209629.640625 Penalty: 2514.441650
	Iteration 7Q: 3 clusters Score -209629.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -209708.609375 Penalty: 2514.441650
	Iteration 8Q: 3 clusters Score -209708.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209779.234375 Penalty: 2514.441650
	Iteration 9Q: 3 clusters Score -209779.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209826.000000 Penalty: 2514.441650
	Iteration 10Q: 3 clusters Score -209826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209858.812500 Penalty: 2514.441650
	Iteration 11Q: 3 clusters Score -209858.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -209880.218750 Penalty: 2514.441650
	Iteration 12Q: 3 clusters Score -209880.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -209895.296875 Penalty: 2514.441650
	Iteration 13Q: 3 clusters Score -209895.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -209904.906250 Penalty: 2514.441650
	Iteration 14Q: 3 clusters Score -209904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -209912.171875 Penalty: 2514.441650
	Iteration 15Q: 3 clusters Score -209912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -209916.296875 Penalty: 2514.441650
	Iteration 16Q: 3 clusters Score -209916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -209920.250000 Penalty: 2514.441650
	Iteration 17Q: 3 clusters Score -209920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209922.250000 Penalty: 2514.441650
	Iteration 18Q: 3 clusters Score -209922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -209923.750000 Penalty: 2514.441650
	Iteration 19Q: 3 clusters Score -209923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -209924.421875 Penalty: 2514.441650
	Iteration 20F: 3 clusters Score -209924.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Entering Unmasked Estep 
Score: -3740513.000000 Penalty: 1717.684814
	Iteration 0F: 2 clusters Score -3740513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3716610.750000 Penalty: 3435.369629
	Iteration 0F: 3 clusters Score -3716611 nChanged 18156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3726620.750000 Penalty: 3435.369629
	Iteration 1F: 3 clusters Score -3726621 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3726938.250000 Penalty: 3435.369629
	Iteration 2Q: 3 clusters Score -3726938 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3727226.750000 Penalty: 3435.369629
	Iteration 3Q: 3 clusters Score -3727227 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3727447.750000 Penalty: 3435.369629
	Iteration 4Q: 3 clusters Score -3727448 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3727690.500000 Penalty: 3435.369629
	Iteration 5Q: 3 clusters Score -3727690 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3727979.500000 Penalty: 3435.369629
	Iteration 6Q: 3 clusters Score -3727980 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3728420.250000 Penalty: 3435.369629
	Iteration 7Q: 3 clusters Score -3728420 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3729164.250000 Penalty: 3435.369629
	Iteration 8Q: 3 clusters Score -3729164 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3730458.750000 Penalty: 3435.369629
	Iteration 9F: 3 clusters Score -3730459 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3732466.500000 Penalty: 3435.369629
	Iteration 10F: 3 clusters Score -3732466 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3734925.000000 Penalty: 3435.369629
	Iteration 11F: 3 clusters Score -3734925 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3736936.500000 Penalty: 3435.369629
	Iteration 12F: 3 clusters Score -3736936 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3737880.000000 Penalty: 3435.369629
	Iteration 13Q: 3 clusters Score -3737880 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3738348.000000 Penalty: 3435.369629
	Iteration 14Q: 3 clusters Score -3738348 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3738611.500000 Penalty: 3435.369629
	Iteration 15Q: 3 clusters Score -3738612 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3738761.250000 Penalty: 3435.369629
	Iteration 16Q: 3 clusters Score -3738761 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3738848.000000 Penalty: 3435.369629
	Iteration 17Q: 3 clusters Score -3738848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3738904.000000 Penalty: 3435.369629
	Iteration 18Q: 3 clusters Score -3738904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3738958.000000 Penalty: 3435.369629
	Iteration 19Q: 3 clusters Score -3738958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3739002.500000 Penalty: 3435.369629
	Iteration 20F: 3 clusters Score -3739002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3739025.500000 Penalty: 3435.369629
	Iteration 21Q: 3 clusters Score -3739026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3739039.250000 Penalty: 3435.369629
	Iteration 22Q: 3 clusters Score -3739039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3739047.250000 Penalty: 3435.369629
	Iteration 23Q: 3 clusters Score -3739047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3739053.500000 Penalty: 3435.369629
	Iteration 24Q: 3 clusters Score -3739054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3739058.250000 Penalty: 3435.369629
	Iteration 25Q: 3 clusters Score -3739058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3739059.250000 Penalty: 3435.369629
	Iteration 26Q: 3 clusters Score -3739059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3739062.250000 Penalty: 3435.369629
	Iteration 27Q: 3 clusters Score -3739062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3739064.500000 Penalty: 3435.369629
	Iteration 28Q: 3 clusters Score -3739064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3739059.750000 Penalty: 3435.369629
	Iteration 29Q: 3 clusters Score -3739060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3739060.750000 Penalty: 3435.369629
	Iteration 30Q: 3 clusters Score -3739061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3739062.500000 Penalty: 3435.369629
	Iteration 31Q: 3 clusters Score -3739062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3739064.250000 Penalty: 3435.369629
	Iteration 32Q: 3 clusters Score -3739064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3739069.500000 Penalty: 3435.369629
	Iteration 33Q: 3 clusters Score -3739070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3739069.500000 Penalty: 3435.369629
	Iteration 34Q: 3 clusters Score -3739070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3739069.500000 Penalty: 3435.369629
	Iteration 35F: 3 clusters Score -3739070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Entering Unmasked Estep 
Score: -401707.718750 Penalty: 1360.702393
	Iteration 0F: 2 clusters Score -401707.7 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 2190 members 
Entering Unmasked Estep 
Score: -398152.750000 Penalty: 2721.404785
	Iteration 0F: 3 clusters Score -398152.8 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -399205.906250 Penalty: 2721.404785
	Iteration 1F: 3 clusters Score -399205.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -399467.156250 Penalty: 2721.404785
	Iteration 2F: 3 clusters Score -399467.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -399670.031250 Penalty: 2721.404785
	Iteration 3F: 3 clusters Score -399670 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -399845.218750 Penalty: 2721.404785
	Iteration 4F: 3 clusters Score -399845.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -399981.406250 Penalty: 2721.404785
	Iteration 5Q: 3 clusters Score -399981.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -400107.375000 Penalty: 2721.404785
	Iteration 6Q: 3 clusters Score -400107.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -400208.343750 Penalty: 2721.404785
	Iteration 7Q: 3 clusters Score -400208.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -400284.718750 Penalty: 2721.404785
	Iteration 8Q: 3 clusters Score -400284.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -400337.343750 Penalty: 2721.404785
	Iteration 9Q: 3 clusters Score -400337.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -400370.500000 Penalty: 2721.404785
	Iteration 10Q: 3 clusters Score -400370.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -400397.125000 Penalty: 2721.404785
	Iteration 11Q: 3 clusters Score -400397.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -400418.000000 Penalty: 2721.404785
	Iteration 12Q: 3 clusters Score -400418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -400430.718750 Penalty: 2721.404785
	Iteration 13Q: 3 clusters Score -400430.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -400439.781250 Penalty: 2721.404785
	Iteration 14Q: 3 clusters Score -400439.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -400446.250000 Penalty: 2721.404785
	Iteration 15Q: 3 clusters Score -400446.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -400452.562500 Penalty: 2721.404785
	Iteration 16Q: 3 clusters Score -400452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -400455.406250 Penalty: 2721.404785
	Iteration 17Q: 3 clusters Score -400455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -400460.031250 Penalty: 2721.404785
	Iteration 18Q: 3 clusters Score -400460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -400461.750000 Penalty: 2721.404785
	Iteration 19Q: 3 clusters Score -400461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -400463.875000 Penalty: 2721.404785
	Iteration 20F: 3 clusters Score -400463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -400466.781250 Penalty: 2721.404785
	Iteration 21Q: 3 clusters Score -400466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -400469.281250 Penalty: 2721.404785
	Iteration 22Q: 3 clusters Score -400469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -400468.875000 Penalty: 2721.404785
	Iteration 23Q: 3 clusters Score -400468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -400469.437500 Penalty: 2721.404785
	Iteration 24Q: 3 clusters Score -400469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -400469.750000 Penalty: 2721.404785
	Iteration 25Q: 3 clusters Score -400469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -400470.281250 Penalty: 2721.404785
	Iteration 26Q: 3 clusters Score -400470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -400470.437500 Penalty: 2721.404785
	Iteration 27Q: 3 clusters Score -400470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -400470.625000 Penalty: 2721.404785
	Iteration 28Q: 3 clusters Score -400470.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -400470.625000 Penalty: 2721.404785
	Iteration 29F: 3 clusters Score -400470.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -126798.148438 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -126798.1 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 680 members 
Entering Unmasked Estep 
Score: -125123.570312 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -125123.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125600.406250 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -125600.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125813.148438 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -125813.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -125946.382812 Penalty: 2350.638428
	Iteration 3F: 3 clusters Score -125946.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -126002.554688 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -126002.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126039.640625 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -126039.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126067.562500 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -126067.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126084.976562 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -126085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126100.335938 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -126100.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126111.453125 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -126111.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -126126.703125 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -126126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -126135.960938 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -126136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126143.851562 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -126143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -126148.312500 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -126148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -126151.656250 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -126151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126153.835938 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -126153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -126154.671875 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -126154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126155.609375 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -126155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126155.609375 Penalty: 2350.638428
	Iteration 18F: 3 clusters Score -126155.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -416746.281250 Penalty: 1368.932495
	Iteration 0F: 2 clusters Score -416746.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -413057.406250 Penalty: 2737.864990
	Iteration 0F: 3 clusters Score -413057.4 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -414076.500000 Penalty: 2737.864990
	Iteration 1F: 3 clusters Score -414076.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -414317.218750 Penalty: 2737.864990
	Iteration 2F: 3 clusters Score -414317.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -414539.125000 Penalty: 2737.864990
	Iteration 3F: 3 clusters Score -414539.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -414761.906250 Penalty: 2737.864990
	Iteration 4F: 3 clusters Score -414761.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -414952.687500 Penalty: 2737.864990
	Iteration 5F: 3 clusters Score -414952.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -415088.656250 Penalty: 2737.864990
	Iteration 6Q: 3 clusters Score -415088.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -415206.812500 Penalty: 2737.864990
	Iteration 7Q: 3 clusters Score -415206.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -415313.187500 Penalty: 2737.864990
	Iteration 8Q: 3 clusters Score -415313.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -415415.468750 Penalty: 2737.864990
	Iteration 9Q: 3 clusters Score -415415.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -415505.687500 Penalty: 2737.864990
	Iteration 10Q: 3 clusters Score -415505.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -415592.687500 Penalty: 2737.864990
	Iteration 11Q: 3 clusters Score -415592.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -415677.625000 Penalty: 2737.864990
	Iteration 12Q: 3 clusters Score -415677.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -415726.500000 Penalty: 2737.864990
	Iteration 13Q: 3 clusters Score -415726.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -415754.750000 Penalty: 2737.864990
	Iteration 14Q: 3 clusters Score -415754.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -415779.187500 Penalty: 2737.864990
	Iteration 15Q: 3 clusters Score -415779.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -415801.906250 Penalty: 2737.864990
	Iteration 16Q: 3 clusters Score -415801.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -415823.593750 Penalty: 2737.864990
	Iteration 17Q: 3 clusters Score -415823.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -415839.843750 Penalty: 2737.864990
	Iteration 18Q: 3 clusters Score -415839.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -415850.812500 Penalty: 2737.864990
	Iteration 19Q: 3 clusters Score -415850.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -415856.406250 Penalty: 2737.864990
	Iteration 20F: 3 clusters Score -415856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -415858.031250 Penalty: 2737.864990
	Iteration 21Q: 3 clusters Score -415858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -415859.625000 Penalty: 2737.864990
	Iteration 22Q: 3 clusters Score -415859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -415860.125000 Penalty: 2737.864990
	Iteration 23Q: 3 clusters Score -415860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -415860.593750 Penalty: 2737.864990
	Iteration 24Q: 3 clusters Score -415860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -415860.593750 Penalty: 2737.864990
	Iteration 25F: 3 clusters Score -415860.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40585.199219 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40585.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40737.906250 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40737.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40781.167969 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -40781.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40793.519531 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40793.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40795.218750 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40795.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40801.246094 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40801.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40807.023438 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -40807.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40813.992188 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -40813.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40815.812500 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -40815.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40819.257812 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -40819.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40823.265625 Penalty: 2001.705933
	Iteration 10Q: 3 clusters Score -40823.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40824.644531 Penalty: 2001.705933
	Iteration 11Q: 3 clusters Score -40824.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40829.480469 Penalty: 2001.705933
	Iteration 12Q: 3 clusters Score -40829.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40835.796875 Penalty: 2001.705933
	Iteration 13Q: 3 clusters Score -40835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40838.722656 Penalty: 2001.705933
	Iteration 14Q: 3 clusters Score -40838.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40843.628906 Penalty: 2001.705933
	Iteration 15Q: 3 clusters Score -40843.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40847.949219 Penalty: 2001.705933
	Iteration 16Q: 3 clusters Score -40847.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40852.875000 Penalty: 2001.705933
	Iteration 17Q: 3 clusters Score -40852.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40852.875000 Penalty: 2001.705933
	Iteration 18F: 3 clusters Score -40852.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -516966.781250 Penalty: 1404.249146
	Iteration 0F: 2 clusters Score -516966.8 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 2794 members 
Entering Unmasked Estep 
Score: -512609.875000 Penalty: 2808.498291
	Iteration 0F: 3 clusters Score -512609.9 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -513954.781250 Penalty: 2808.498291
	Iteration 1F: 3 clusters Score -513954.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -514183.281250 Penalty: 2808.498291
	Iteration 2F: 3 clusters Score -514183.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -514406.218750 Penalty: 2808.498291
	Iteration 3F: 3 clusters Score -514406.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -514636.312500 Penalty: 2808.498291
	Iteration 4F: 3 clusters Score -514636.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -514873.531250 Penalty: 2808.498291
	Iteration 5F: 3 clusters Score -514873.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -515084.406250 Penalty: 2808.498291
	Iteration 6F: 3 clusters Score -515084.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -515234.187500 Penalty: 2808.498291
	Iteration 7Q: 3 clusters Score -515234.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -515333.312500 Penalty: 2808.498291
	Iteration 8Q: 3 clusters Score -515333.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -515404.531250 Penalty: 2808.498291
	Iteration 9Q: 3 clusters Score -515404.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -515446.718750 Penalty: 2808.498291
	Iteration 10Q: 3 clusters Score -515446.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -515493.531250 Penalty: 2808.498291
	Iteration 11Q: 3 clusters Score -515493.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -515533.500000 Penalty: 2808.498291
	Iteration 12Q: 3 clusters Score -515533.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -515562.156250 Penalty: 2808.498291
	Iteration 13Q: 3 clusters Score -515562.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -515592.000000 Penalty: 2808.498291
	Iteration 14Q: 3 clusters Score -515592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -515627.812500 Penalty: 2808.498291
	Iteration 15Q: 3 clusters Score -515627.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -515664.062500 Penalty: 2808.498291
	Iteration 16Q: 3 clusters Score -515664.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -515696.750000 Penalty: 2808.498291
	Iteration 17Q: 3 clusters Score -515696.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -515728.406250 Penalty: 2808.498291
	Iteration 18Q: 3 clusters Score -515728.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -515748.187500 Penalty: 2808.498291
	Iteration 19Q: 3 clusters Score -515748.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -515765.343750 Penalty: 2808.498291
	Iteration 20F: 3 clusters Score -515765.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -515775.500000 Penalty: 2808.498291
	Iteration 21Q: 3 clusters Score -515775.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -515779.187500 Penalty: 2808.498291
	Iteration 22Q: 3 clusters Score -515779.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -515783.531250 Penalty: 2808.498291
	Iteration 23Q: 3 clusters Score -515783.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -515787.312500 Penalty: 2808.498291
	Iteration 24Q: 3 clusters Score -515787.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -515789.593750 Penalty: 2808.498291
	Iteration 25Q: 3 clusters Score -515789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -515793.875000 Penalty: 2808.498291
	Iteration 26Q: 3 clusters Score -515793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -515796.250000 Penalty: 2808.498291
	Iteration 27Q: 3 clusters Score -515796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -515799.687500 Penalty: 2808.498291
	Iteration 28Q: 3 clusters Score -515799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -515801.500000 Penalty: 2808.498291
	Iteration 29Q: 3 clusters Score -515801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -515804.437500 Penalty: 2808.498291
	Iteration 30Q: 3 clusters Score -515804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -515803.843750 Penalty: 2808.498291
	Iteration 31Q: 3 clusters Score -515803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -515804.656250 Penalty: 2808.498291
	Iteration 32Q: 3 clusters Score -515804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -515803.906250 Penalty: 2808.498291
	Iteration 33Q: 3 clusters Score -515803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -515803.906250 Penalty: 2808.498291
	Iteration 34F: 3 clusters Score -515803.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -406639.312500 Penalty: 1364.595093
	Iteration 0F: 2 clusters Score -406639.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -403043.687500 Penalty: 2729.190186
	Iteration 0F: 3 clusters Score -403043.7 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -404000.718750 Penalty: 2729.190186
	Iteration 1F: 3 clusters Score -404000.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -404256.562500 Penalty: 2729.190186
	Iteration 2F: 3 clusters Score -404256.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -404400.718750 Penalty: 2729.190186
	Iteration 3F: 3 clusters Score -404400.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -404534.562500 Penalty: 2729.190186
	Iteration 4Q: 3 clusters Score -404534.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -404649.906250 Penalty: 2729.190186
	Iteration 5Q: 3 clusters Score -404649.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -404741.625000 Penalty: 2729.190186
	Iteration 6Q: 3 clusters Score -404741.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -404832.218750 Penalty: 2729.190186
	Iteration 7Q: 3 clusters Score -404832.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -404922.406250 Penalty: 2729.190186
	Iteration 8Q: 3 clusters Score -404922.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -405013.812500 Penalty: 2729.190186
	Iteration 9Q: 3 clusters Score -405013.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -405084.281250 Penalty: 2729.190186
	Iteration 10Q: 3 clusters Score -405084.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -405137.593750 Penalty: 2729.190186
	Iteration 11Q: 3 clusters Score -405137.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -405181.750000 Penalty: 2729.190186
	Iteration 12Q: 3 clusters Score -405181.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -405218.250000 Penalty: 2729.190186
	Iteration 13Q: 3 clusters Score -405218.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -405257.406250 Penalty: 2729.190186
	Iteration 14Q: 3 clusters Score -405257.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -405297.843750 Penalty: 2729.190186
	Iteration 15Q: 3 clusters Score -405297.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -405342.718750 Penalty: 2729.190186
	Iteration 16Q: 3 clusters Score -405342.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -405390.781250 Penalty: 2729.190186
	Iteration 17Q: 3 clusters Score -405390.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -405471.781250 Penalty: 2729.190186
	Iteration 18Q: 3 clusters Score -405471.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -405533.843750 Penalty: 2729.190186
	Iteration 19Q: 3 clusters Score -405533.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -405593.281250 Penalty: 2729.190186
	Iteration 20F: 3 clusters Score -405593.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -405640.125000 Penalty: 2729.190186
	Iteration 21Q: 3 clusters Score -405640.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -405679.593750 Penalty: 2729.190186
	Iteration 22Q: 3 clusters Score -405679.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -405711.125000 Penalty: 2729.190186
	Iteration 23Q: 3 clusters Score -405711.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -405737.562500 Penalty: 2729.190186
	Iteration 24Q: 3 clusters Score -405737.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -405754.218750 Penalty: 2729.190186
	Iteration 25Q: 3 clusters Score -405754.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -405764.843750 Penalty: 2729.190186
	Iteration 26Q: 3 clusters Score -405764.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -405777.312500 Penalty: 2729.190186
	Iteration 27Q: 3 clusters Score -405777.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -405791.000000 Penalty: 2729.190186
	Iteration 28Q: 3 clusters Score -405791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -405803.093750 Penalty: 2729.190186
	Iteration 29Q: 3 clusters Score -405803.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -405812.093750 Penalty: 2729.190186
	Iteration 30Q: 3 clusters Score -405812.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -405820.031250 Penalty: 2729.190186
	Iteration 31Q: 3 clusters Score -405820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -405829.250000 Penalty: 2729.190186
	Iteration 32Q: 3 clusters Score -405829.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -405836.875000 Penalty: 2729.190186
	Iteration 33Q: 3 clusters Score -405836.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -405842.531250 Penalty: 2729.190186
	Iteration 34Q: 3 clusters Score -405842.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -405852.968750 Penalty: 2729.190186
	Iteration 35Q: 3 clusters Score -405853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -405864.500000 Penalty: 2729.190186
	Iteration 36Q: 3 clusters Score -405864.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -405870.312500 Penalty: 2729.190186
	Iteration 37Q: 3 clusters Score -405870.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -405873.687500 Penalty: 2729.190186
	Iteration 38Q: 3 clusters Score -405873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -405876.375000 Penalty: 2729.190186
	Iteration 39Q: 3 clusters Score -405876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -405877.343750 Penalty: 2729.190186
	Iteration 40F: 3 clusters Score -405877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -405880.625000 Penalty: 2729.190186
	Iteration 41Q: 3 clusters Score -405880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -405882.218750 Penalty: 2729.190186
	Iteration 42Q: 3 clusters Score -405882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -405885.750000 Penalty: 2729.190186
	Iteration 43Q: 3 clusters Score -405885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -405887.062500 Penalty: 2729.190186
	Iteration 44Q: 3 clusters Score -405887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -405887.937500 Penalty: 2729.190186
	Iteration 45Q: 3 clusters Score -405887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -405891.781250 Penalty: 2729.190186
	Iteration 46Q: 3 clusters Score -405891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -405892.625000 Penalty: 2729.190186
	Iteration 47Q: 3 clusters Score -405892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -405893.531250 Penalty: 2729.190186
	Iteration 48Q: 3 clusters Score -405893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -405894.250000 Penalty: 2729.190186
	Iteration 49Q: 3 clusters Score -405894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -405894.343750 Penalty: 2729.190186
	Iteration 50Q: 3 clusters Score -405894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -405894.812500 Penalty: 2729.190186
	Iteration 51Q: 3 clusters Score -405894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -405895.218750 Penalty: 2729.190186
	Iteration 52Q: 3 clusters Score -405895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -405895.218750 Penalty: 2729.190186
	Iteration 53F: 3 clusters Score -405895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -533577.375000 Penalty: 1404.535767
	Iteration 0F: 2 clusters Score -533577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -529176.750000 Penalty: 2809.071533
	Iteration 0F: 3 clusters Score -529176.8 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -530415.812500 Penalty: 2809.071533
	Iteration 1F: 3 clusters Score -530415.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -530580.625000 Penalty: 2809.071533
	Iteration 2F: 3 clusters Score -530580.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -530694.375000 Penalty: 2809.071533
	Iteration 3Q: 3 clusters Score -530694.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -530764.187500 Penalty: 2809.071533
	Iteration 4Q: 3 clusters Score -530764.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -530818.687500 Penalty: 2809.071533
	Iteration 5Q: 3 clusters Score -530818.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -530856.125000 Penalty: 2809.071533
	Iteration 6Q: 3 clusters Score -530856.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -530883.750000 Penalty: 2809.071533
	Iteration 7Q: 3 clusters Score -530883.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -530907.312500 Penalty: 2809.071533
	Iteration 8Q: 3 clusters Score -530907.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -530929.250000 Penalty: 2809.071533
	Iteration 9Q: 3 clusters Score -530929.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -530950.562500 Penalty: 2809.071533
	Iteration 10Q: 3 clusters Score -530950.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -530968.875000 Penalty: 2809.071533
	Iteration 11Q: 3 clusters Score -530968.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -530980.625000 Penalty: 2809.071533
	Iteration 12Q: 3 clusters Score -530980.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -530999.062500 Penalty: 2809.071533
	Iteration 13Q: 3 clusters Score -530999.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -531015.125000 Penalty: 2809.071533
	Iteration 14Q: 3 clusters Score -531015.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -531030.750000 Penalty: 2809.071533
	Iteration 15Q: 3 clusters Score -531030.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -531044.750000 Penalty: 2809.071533
	Iteration 16Q: 3 clusters Score -531044.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -531064.250000 Penalty: 2809.071533
	Iteration 17Q: 3 clusters Score -531064.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -531093.125000 Penalty: 2809.071533
	Iteration 18Q: 3 clusters Score -531093.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -531129.125000 Penalty: 2809.071533
	Iteration 19Q: 3 clusters Score -531129.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -531175.875000 Penalty: 2809.071533
	Iteration 20F: 3 clusters Score -531175.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -531221.875000 Penalty: 2809.071533
	Iteration 21Q: 3 clusters Score -531221.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -531276.750000 Penalty: 2809.071533
	Iteration 22Q: 3 clusters Score -531276.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -531336.250000 Penalty: 2809.071533
	Iteration 23Q: 3 clusters Score -531336.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -531403.625000 Penalty: 2809.071533
	Iteration 24Q: 3 clusters Score -531403.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -531474.937500 Penalty: 2809.071533
	Iteration 25Q: 3 clusters Score -531474.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -531560.437500 Penalty: 2809.071533
	Iteration 26Q: 3 clusters Score -531560.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -531652.625000 Penalty: 2809.071533
	Iteration 27Q: 3 clusters Score -531652.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -531768.062500 Penalty: 2809.071533
	Iteration 28Q: 3 clusters Score -531768.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -531870.062500 Penalty: 2809.071533
	Iteration 29Q: 3 clusters Score -531870.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -531953.187500 Penalty: 2809.071533
	Iteration 30Q: 3 clusters Score -531953.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -532028.437500 Penalty: 2809.071533
	Iteration 31Q: 3 clusters Score -532028.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -532090.500000 Penalty: 2809.071533
	Iteration 32Q: 3 clusters Score -532090.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -532143.875000 Penalty: 2809.071533
	Iteration 33Q: 3 clusters Score -532143.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -532187.375000 Penalty: 2809.071533
	Iteration 34Q: 3 clusters Score -532187.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -532228.812500 Penalty: 2809.071533
	Iteration 35Q: 3 clusters Score -532228.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -532261.562500 Penalty: 2809.071533
	Iteration 36Q: 3 clusters Score -532261.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -532277.312500 Penalty: 2809.071533
	Iteration 37Q: 3 clusters Score -532277.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -532293.062500 Penalty: 2809.071533
	Iteration 38Q: 3 clusters Score -532293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -532305.687500 Penalty: 2809.071533
	Iteration 39Q: 3 clusters Score -532305.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -532311.562500 Penalty: 2809.071533
	Iteration 40F: 3 clusters Score -532311.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -532316.750000 Penalty: 2809.071533
	Iteration 41Q: 3 clusters Score -532316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -532322.062500 Penalty: 2809.071533
	Iteration 42Q: 3 clusters Score -532322.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -532332.750000 Penalty: 2809.071533
	Iteration 43Q: 3 clusters Score -532332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -532335.312500 Penalty: 2809.071533
	Iteration 44Q: 3 clusters Score -532335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -532335.437500 Penalty: 2809.071533
	Iteration 45Q: 3 clusters Score -532335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -532335.437500 Penalty: 2809.071533
	Iteration 46F: 3 clusters Score -532335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -186548.953125 Penalty: 1258.773804
	Iteration 0F: 2 clusters Score -186549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -184311.265625 Penalty: 2517.547607
	Iteration 0F: 3 clusters Score -184311.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -185047.281250 Penalty: 2517.547607
	Iteration 1F: 3 clusters Score -185047.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -185322.484375 Penalty: 2517.547607
	Iteration 2F: 3 clusters Score -185322.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -185542.250000 Penalty: 2517.547607
	Iteration 3F: 3 clusters Score -185542.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -185721.000000 Penalty: 2517.547607
	Iteration 4F: 3 clusters Score -185721 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -185854.546875 Penalty: 2517.547607
	Iteration 5F: 3 clusters Score -185854.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -185924.140625 Penalty: 2517.547607
	Iteration 6Q: 3 clusters Score -185924.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -185959.140625 Penalty: 2517.547607
	Iteration 7Q: 3 clusters Score -185959.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -185982.265625 Penalty: 2517.547607
	Iteration 8Q: 3 clusters Score -185982.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -185994.640625 Penalty: 2517.547607
	Iteration 9Q: 3 clusters Score -185994.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -186002.078125 Penalty: 2517.547607
	Iteration 10Q: 3 clusters Score -186002.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -186013.765625 Penalty: 2517.547607
	Iteration 11Q: 3 clusters Score -186013.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -186022.906250 Penalty: 2517.547607
	Iteration 12Q: 3 clusters Score -186022.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -186031.312500 Penalty: 2517.547607
	Iteration 13Q: 3 clusters Score -186031.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186036.687500 Penalty: 2517.547607
	Iteration 14Q: 3 clusters Score -186036.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -186043.265625 Penalty: 2517.547607
	Iteration 15Q: 3 clusters Score -186043.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -186048.500000 Penalty: 2517.547607
	Iteration 16Q: 3 clusters Score -186048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -186052.062500 Penalty: 2517.547607
	Iteration 17Q: 3 clusters Score -186052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -186055.562500 Penalty: 2517.547607
	Iteration 18Q: 3 clusters Score -186055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -186058.062500 Penalty: 2517.547607
	Iteration 19Q: 3 clusters Score -186058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -186060.093750 Penalty: 2517.547607
	Iteration 20F: 3 clusters Score -186060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -186061.171875 Penalty: 2517.547607
	Iteration 21Q: 3 clusters Score -186061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -186063.453125 Penalty: 2517.547607
	Iteration 22Q: 3 clusters Score -186063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -186066.140625 Penalty: 2517.547607
	Iteration 23Q: 3 clusters Score -186066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186070.031250 Penalty: 2517.547607
	Iteration 24Q: 3 clusters Score -186070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186072.812500 Penalty: 2517.547607
	Iteration 25Q: 3 clusters Score -186072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -186074.687500 Penalty: 2517.547607
	Iteration 26Q: 3 clusters Score -186074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -186074.671875 Penalty: 2517.547607
	Iteration 27Q: 3 clusters Score -186074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186075.296875 Penalty: 2517.547607
	Iteration 28Q: 3 clusters Score -186075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -186075.953125 Penalty: 2517.547607
	Iteration 29Q: 3 clusters Score -186076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186077.187500 Penalty: 2517.547607
	Iteration 30Q: 3 clusters Score -186077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186077.812500 Penalty: 2517.547607
	Iteration 31Q: 3 clusters Score -186077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186077.812500 Penalty: 2517.547607
	Iteration 32F: 3 clusters Score -186077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Entering Unmasked Estep 
Score: -3883908.250000 Penalty: 1719.896729
	Iteration 0F: 2 clusters Score -3883908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3861995.500000 Penalty: 3439.793457
	Iteration 0F: 3 clusters Score -3861996 nChanged 18313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3872396.750000 Penalty: 3439.793457
	Iteration 1F: 3 clusters Score -3872397 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3872974.000000 Penalty: 3439.793457
	Iteration 2Q: 3 clusters Score -3872974 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3873631.250000 Penalty: 3439.793457
	Iteration 3Q: 3 clusters Score -3873631 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3874351.000000 Penalty: 3439.793457
	Iteration 4Q: 3 clusters Score -3874351 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3875060.000000 Penalty: 3439.793457
	Iteration 5Q: 3 clusters Score -3875060 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3875738.500000 Penalty: 3439.793457
	Iteration 6Q: 3 clusters Score -3875738 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3876295.250000 Penalty: 3439.793457
	Iteration 7Q: 3 clusters Score -3876295 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3876778.500000 Penalty: 3439.793457
	Iteration 8Q: 3 clusters Score -3876778 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3877238.500000 Penalty: 3439.793457
	Iteration 9Q: 3 clusters Score -3877238 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3877554.750000 Penalty: 3439.793457
	Iteration 10Q: 3 clusters Score -3877555 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3877822.000000 Penalty: 3439.793457
	Iteration 11Q: 3 clusters Score -3877822 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3878029.250000 Penalty: 3439.793457
	Iteration 12Q: 3 clusters Score -3878029 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3878171.000000 Penalty: 3439.793457
	Iteration 13Q: 3 clusters Score -3878171 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3878288.000000 Penalty: 3439.793457
	Iteration 14Q: 3 clusters Score -3878288 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3878418.500000 Penalty: 3439.793457
	Iteration 15Q: 3 clusters Score -3878418 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3878517.750000 Penalty: 3439.793457
	Iteration 16Q: 3 clusters Score -3878518 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3878596.000000 Penalty: 3439.793457
	Iteration 17Q: 3 clusters Score -3878596 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3878674.000000 Penalty: 3439.793457
	Iteration 18Q: 3 clusters Score -3878674 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3878775.250000 Penalty: 3439.793457
	Iteration 19Q: 3 clusters Score -3878775 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3878904.500000 Penalty: 3439.793457
	Iteration 20F: 3 clusters Score -3878904 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3879070.250000 Penalty: 3439.793457
	Iteration 21Q: 3 clusters Score -3879070 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3879247.000000 Penalty: 3439.793457
	Iteration 22Q: 3 clusters Score -3879247 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3879495.500000 Penalty: 3439.793457
	Iteration 23Q: 3 clusters Score -3879496 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3879776.750000 Penalty: 3439.793457
	Iteration 24Q: 3 clusters Score -3879777 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3880146.000000 Penalty: 3439.793457
	Iteration 25Q: 3 clusters Score -3880146 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3880564.250000 Penalty: 3439.793457
	Iteration 26Q: 3 clusters Score -3880564 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3881074.500000 Penalty: 3439.793457
	Iteration 27Q: 3 clusters Score -3881074 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3881552.250000 Penalty: 3439.793457
	Iteration 28Q: 3 clusters Score -3881552 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3882013.250000 Penalty: 3439.793457
	Iteration 29Q: 3 clusters Score -3882013 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3882465.250000 Penalty: 3439.793457
	Iteration 30Q: 3 clusters Score -3882465 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3882902.000000 Penalty: 3439.793457
	Iteration 31Q: 3 clusters Score -3882902 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3883344.000000 Penalty: 3439.793457
	Iteration 32Q: 3 clusters Score -3883344 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3883583.750000 Penalty: 3439.793457
	Iteration 33Q: 3 clusters Score -3883584 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3883592.750000 Penalty: 3439.793457
	Iteration 34Q: 3 clusters Score -3883593 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3883553.250000 Penalty: 3439.793457
	Iteration 35Q: 3 clusters Score -3883553 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3883491.750000 Penalty: 3439.793457
	Iteration 36Q: 3 clusters Score -3883492 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3883462.000000 Penalty: 3439.793457
	Iteration 37Q: 3 clusters Score -3883462 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3883378.000000 Penalty: 3439.793457
	Iteration 38Q: 3 clusters Score -3883378 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3883363.250000 Penalty: 3439.793457
	Iteration 39Q: 3 clusters Score -3883363 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3883342.000000 Penalty: 3439.793457
	Iteration 40F: 3 clusters Score -3883342 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3883313.750000 Penalty: 3439.793457
	Iteration 41Q: 3 clusters Score -3883314 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3883329.750000 Penalty: 3439.793457
	Iteration 42Q: 3 clusters Score -3883330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3883311.750000 Penalty: 3439.793457
	Iteration 43Q: 3 clusters Score -3883312 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3883267.500000 Penalty: 3439.793457
	Iteration 44Q: 3 clusters Score -3883268 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3883259.000000 Penalty: 3439.793457
	Iteration 45Q: 3 clusters Score -3883259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3883242.000000 Penalty: 3439.793457
	Iteration 46Q: 3 clusters Score -3883242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3883243.000000 Penalty: 3439.793457
	Iteration 47Q: 3 clusters Score -3883243 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3883239.500000 Penalty: 3439.793457
	Iteration 48Q: 3 clusters Score -3883240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3883227.000000 Penalty: 3439.793457
	Iteration 49Q: 3 clusters Score -3883227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3883218.250000 Penalty: 3439.793457
	Iteration 50Q: 3 clusters Score -3883218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3883223.750000 Penalty: 3439.793457
	Iteration 51Q: 3 clusters Score -3883224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3883199.750000 Penalty: 3439.793457
	Iteration 52Q: 3 clusters Score -3883200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3883199.250000 Penalty: 3439.793457
	Iteration 53Q: 3 clusters Score -3883199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3883198.250000 Penalty: 3439.793457
	Iteration 54Q: 3 clusters Score -3883198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3883203.500000 Penalty: 3439.793457
	Iteration 55Q: 3 clusters Score -3883204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3883177.000000 Penalty: 3439.793457
	Iteration 56Q: 3 clusters Score -3883177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3883155.000000 Penalty: 3439.793457
	Iteration 57Q: 3 clusters Score -3883155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3883154.000000 Penalty: 3439.793457
	Iteration 58Q: 3 clusters Score -3883154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3883142.500000 Penalty: 3439.793457
	Iteration 59Q: 3 clusters Score -3883142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3883134.250000 Penalty: 3439.793457
	Iteration 60F: 3 clusters Score -3883134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3883124.250000 Penalty: 3439.793457
	Iteration 61Q: 3 clusters Score -3883124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3883124.250000 Penalty: 3439.793457
	Iteration 62Q: 3 clusters Score -3883124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3883115.750000 Penalty: 3439.793457
	Iteration 63Q: 3 clusters Score -3883116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3883123.000000 Penalty: 3439.793457
	Iteration 64Q: 3 clusters Score -3883123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3883123.500000 Penalty: 3439.793457
	Iteration 65Q: 3 clusters Score -3883124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3883122.250000 Penalty: 3439.793457
	Iteration 66Q: 3 clusters Score -3883122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3883127.500000 Penalty: 3439.793457
	Iteration 67Q: 3 clusters Score -3883128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3883133.000000 Penalty: 3439.793457
	Iteration 68Q: 3 clusters Score -3883133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3883129.750000 Penalty: 3439.793457
	Iteration 69Q: 3 clusters Score -3883130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3883133.000000 Penalty: 3439.793457
	Iteration 70Q: 3 clusters Score -3883133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3883140.500000 Penalty: 3439.793457
	Iteration 71Q: 3 clusters Score -3883140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3883134.250000 Penalty: 3439.793457
	Iteration 72Q: 3 clusters Score -3883134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3883127.500000 Penalty: 3439.793457
	Iteration 73Q: 3 clusters Score -3883128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3883120.500000 Penalty: 3439.793457
	Iteration 74Q: 3 clusters Score -3883120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3883119.250000 Penalty: 3439.793457
	Iteration 75Q: 3 clusters Score -3883119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3883120.250000 Penalty: 3439.793457
	Iteration 76Q: 3 clusters Score -3883120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3883118.500000 Penalty: 3439.793457
	Iteration 77Q: 3 clusters Score -3883118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3883118.250000 Penalty: 3439.793457
	Iteration 78Q: 3 clusters Score -3883118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3883125.500000 Penalty: 3439.793457
	Iteration 79Q: 3 clusters Score -3883126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3883116.750000 Penalty: 3439.793457
	Iteration 80F: 3 clusters Score -3883117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3883118.250000 Penalty: 3439.793457
	Iteration 81Q: 3 clusters Score -3883118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3883121.750000 Penalty: 3439.793457
	Iteration 82Q: 3 clusters Score -3883122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3883120.000000 Penalty: 3439.793457
	Iteration 83Q: 3 clusters Score -3883120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3883122.750000 Penalty: 3439.793457
	Iteration 84Q: 3 clusters Score -3883123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3883119.750000 Penalty: 3439.793457
	Iteration 85Q: 3 clusters Score -3883120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3883121.500000 Penalty: 3439.793457
	Iteration 86Q: 3 clusters Score -3883122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3883121.750000 Penalty: 3439.793457
	Iteration 87Q: 3 clusters Score -3883122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3883120.750000 Penalty: 3439.793457
	Iteration 88Q: 3 clusters Score -3883121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3883123.750000 Penalty: 3439.793457
	Iteration 89Q: 3 clusters Score -3883124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3883124.250000 Penalty: 3439.793457
	Iteration 90Q: 3 clusters Score -3883124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3883124.250000 Penalty: 3439.793457
	Iteration 91F: 3 clusters Score -3883124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -435871.031250 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -435871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -432007.718750 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -432007.7 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -433137.718750 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -433137.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -433423.375000 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -433423.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -433674.156250 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -433674.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -433905.125000 Penalty: 2758.121338
	Iteration 4F: 3 clusters Score -433905.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -434101.000000 Penalty: 2758.121338
	Iteration 5F: 3 clusters Score -434101 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -434274.875000 Penalty: 2758.121338
	Iteration 6Q: 3 clusters Score -434274.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -434424.218750 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -434424.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -434520.406250 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -434520.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -434574.531250 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -434574.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -434610.500000 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -434610.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -434632.406250 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -434632.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -434650.593750 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -434650.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -434662.625000 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -434662.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -434668.531250 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -434668.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -434670.781250 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -434670.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -434673.937500 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -434673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -434676.156250 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -434676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -434676.718750 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -434676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -434676.937500 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -434676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -434676.875000 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -434676.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -449960.593750 Penalty: 1382.443604
	Iteration 0F: 2 clusters Score -449960.6 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 2463 members 
Entering Unmasked Estep 
Score: -445997.687500 Penalty: 2764.887207
	Iteration 0F: 3 clusters Score -445997.7 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -447161.687500 Penalty: 2764.887207
	Iteration 1F: 3 clusters Score -447161.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -447407.250000 Penalty: 2764.887207
	Iteration 2F: 3 clusters Score -447407.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -447614.812500 Penalty: 2764.887207
	Iteration 3F: 3 clusters Score -447614.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -447822.812500 Penalty: 2764.887207
	Iteration 4F: 3 clusters Score -447822.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -448064.593750 Penalty: 2764.887207
	Iteration 5F: 3 clusters Score -448064.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -448309.468750 Penalty: 2764.887207
	Iteration 6F: 3 clusters Score -448309.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -448492.406250 Penalty: 2764.887207
	Iteration 7Q: 3 clusters Score -448492.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -448632.843750 Penalty: 2764.887207
	Iteration 8Q: 3 clusters Score -448632.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -448715.625000 Penalty: 2764.887207
	Iteration 9Q: 3 clusters Score -448715.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -448770.375000 Penalty: 2764.887207
	Iteration 10Q: 3 clusters Score -448770.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -448813.656250 Penalty: 2764.887207
	Iteration 11Q: 3 clusters Score -448813.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -448851.750000 Penalty: 2764.887207
	Iteration 12Q: 3 clusters Score -448851.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -448890.937500 Penalty: 2764.887207
	Iteration 13Q: 3 clusters Score -448890.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -448936.562500 Penalty: 2764.887207
	Iteration 14Q: 3 clusters Score -448936.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -448997.437500 Penalty: 2764.887207
	Iteration 15Q: 3 clusters Score -448997.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -449064.312500 Penalty: 2764.887207
	Iteration 16Q: 3 clusters Score -449064.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -449124.156250 Penalty: 2764.887207
	Iteration 17Q: 3 clusters Score -449124.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -449206.000000 Penalty: 2764.887207
	Iteration 18Q: 3 clusters Score -449206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -449298.843750 Penalty: 2764.887207
	Iteration 19Q: 3 clusters Score -449298.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -449391.343750 Penalty: 2764.887207
	Iteration 20F: 3 clusters Score -449391.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -449449.843750 Penalty: 2764.887207
	Iteration 21Q: 3 clusters Score -449449.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -449493.156250 Penalty: 2764.887207
	Iteration 22Q: 3 clusters Score -449493.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -449518.468750 Penalty: 2764.887207
	Iteration 23Q: 3 clusters Score -449518.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -449533.843750 Penalty: 2764.887207
	Iteration 24Q: 3 clusters Score -449533.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -449543.937500 Penalty: 2764.887207
	Iteration 25Q: 3 clusters Score -449543.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -449554.468750 Penalty: 2764.887207
	Iteration 26Q: 3 clusters Score -449554.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -449563.312500 Penalty: 2764.887207
	Iteration 27Q: 3 clusters Score -449563.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -449573.750000 Penalty: 2764.887207
	Iteration 28Q: 3 clusters Score -449573.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -449585.656250 Penalty: 2764.887207
	Iteration 29Q: 3 clusters Score -449585.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -449594.656250 Penalty: 2764.887207
	Iteration 30Q: 3 clusters Score -449594.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -449600.875000 Penalty: 2764.887207
	Iteration 31Q: 3 clusters Score -449600.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -449606.125000 Penalty: 2764.887207
	Iteration 32Q: 3 clusters Score -449606.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -449610.687500 Penalty: 2764.887207
	Iteration 33Q: 3 clusters Score -449610.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -449611.718750 Penalty: 2764.887207
	Iteration 34Q: 3 clusters Score -449611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -449613.031250 Penalty: 2764.887207
	Iteration 35Q: 3 clusters Score -449613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -449613.093750 Penalty: 2764.887207
	Iteration 36Q: 3 clusters Score -449613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -449614.406250 Penalty: 2764.887207
	Iteration 37Q: 3 clusters Score -449614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -449614.406250 Penalty: 2764.887207
	Iteration 38F: 3 clusters Score -449614.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -117021.203125 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -117021.2 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 716 members 
Entering Unmasked Estep 
Score: -115353.781250 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -115353.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -115688.890625 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -115688.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -115778.273438 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -115778.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -115835.601562 Penalty: 2341.831299
	Iteration 3F: 3 clusters Score -115835.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -115871.523438 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -115871.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -115904.601562 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -115904.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115945.179688 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -115945.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115983.187500 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -115983.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -116022.492188 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -116022.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -116048.992188 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -116049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -116066.632812 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -116066.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -116087.500000 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -116087.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -116098.093750 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -116098.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -116109.093750 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -116109.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -116119.718750 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -116119.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -116133.062500 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -116133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -116140.328125 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -116140.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -116146.843750 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -116146.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -116150.859375 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -116150.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -116155.148438 Penalty: 2341.831299
	Iteration 19Q: 3 clusters Score -116155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116162.117188 Penalty: 2341.831299
	Iteration 20F: 3 clusters Score -116162.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -116179.507812 Penalty: 2341.831299
	Iteration 21Q: 3 clusters Score -116179.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116203.875000 Penalty: 2341.831299
	Iteration 22Q: 3 clusters Score -116203.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -116228.023438 Penalty: 2341.831299
	Iteration 23Q: 3 clusters Score -116228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116247.859375 Penalty: 2341.831299
	Iteration 24Q: 3 clusters Score -116247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -116261.507812 Penalty: 2341.831299
	Iteration 25Q: 3 clusters Score -116261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -116267.187500 Penalty: 2341.831299
	Iteration 26Q: 3 clusters Score -116267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -116271.578125 Penalty: 2341.831299
	Iteration 27Q: 3 clusters Score -116271.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -116277.843750 Penalty: 2341.831299
	Iteration 28Q: 3 clusters Score -116277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -116282.976562 Penalty: 2341.831299
	Iteration 29Q: 3 clusters Score -116283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -116290.343750 Penalty: 2341.831299
	Iteration 30Q: 3 clusters Score -116290.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -116298.960938 Penalty: 2341.831299
	Iteration 31Q: 3 clusters Score -116299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -116318.281250 Penalty: 2341.831299
	Iteration 32Q: 3 clusters Score -116318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116324.781250 Penalty: 2341.831299
	Iteration 33Q: 3 clusters Score -116324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116331.351562 Penalty: 2341.831299
	Iteration 34Q: 3 clusters Score -116331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -116342.289062 Penalty: 2341.831299
	Iteration 35Q: 3 clusters Score -116342.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -116351.085938 Penalty: 2341.831299
	Iteration 36Q: 3 clusters Score -116351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -116357.468750 Penalty: 2341.831299
	Iteration 37Q: 3 clusters Score -116357.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -116368.125000 Penalty: 2341.831299
	Iteration 38Q: 3 clusters Score -116368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116374.500000 Penalty: 2341.831299
	Iteration 39Q: 3 clusters Score -116374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -116381.218750 Penalty: 2341.831299
	Iteration 40F: 3 clusters Score -116381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -116383.648438 Penalty: 2341.831299
	Iteration 41Q: 3 clusters Score -116383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116387.046875 Penalty: 2341.831299
	Iteration 42Q: 3 clusters Score -116387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -116390.492188 Penalty: 2341.831299
	Iteration 43Q: 3 clusters Score -116390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116392.453125 Penalty: 2341.831299
	Iteration 44Q: 3 clusters Score -116392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -116392.726562 Penalty: 2341.831299
	Iteration 45Q: 3 clusters Score -116392.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -116392.726562 Penalty: 2341.831299
	Iteration 46F: 3 clusters Score -116392.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Entering Unmasked Estep 
Score: -2766452.750000 Penalty: 1664.867554
	Iteration 0F: 2 clusters Score -2766453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2747492.750000 Penalty: 3329.735107
	Iteration 0F: 3 clusters Score -2747493 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2754432.250000 Penalty: 3329.735107
	Iteration 1F: 3 clusters Score -2754432 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2754719.750000 Penalty: 3329.735107
	Iteration 2Q: 3 clusters Score -2754720 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2754972.250000 Penalty: 3329.735107
	Iteration 3Q: 3 clusters Score -2754972 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2755195.750000 Penalty: 3329.735107
	Iteration 4Q: 3 clusters Score -2755196 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2755417.750000 Penalty: 3329.735107
	Iteration 5Q: 3 clusters Score -2755418 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2755632.500000 Penalty: 3329.735107
	Iteration 6Q: 3 clusters Score -2755632 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2755861.500000 Penalty: 3329.735107
	Iteration 7Q: 3 clusters Score -2755862 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2756164.750000 Penalty: 3329.735107
	Iteration 8Q: 3 clusters Score -2756165 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2756717.000000 Penalty: 3329.735107
	Iteration 9Q: 3 clusters Score -2756717 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2757530.250000 Penalty: 3329.735107
	Iteration 10Q: 3 clusters Score -2757530 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2758697.250000 Penalty: 3329.735107
	Iteration 11F: 3 clusters Score -2758697 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2760076.750000 Penalty: 3329.735107
	Iteration 12F: 3 clusters Score -2760077 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2761171.750000 Penalty: 3329.735107
	Iteration 13F: 3 clusters Score -2761172 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2761698.500000 Penalty: 3329.735107
	Iteration 14Q: 3 clusters Score -2761698 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2761961.750000 Penalty: 3329.735107
	Iteration 15Q: 3 clusters Score -2761962 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2762174.750000 Penalty: 3329.735107
	Iteration 16Q: 3 clusters Score -2762175 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2762333.750000 Penalty: 3329.735107
	Iteration 17Q: 3 clusters Score -2762334 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2762507.750000 Penalty: 3329.735107
	Iteration 18Q: 3 clusters Score -2762508 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2762692.250000 Penalty: 3329.735107
	Iteration 19Q: 3 clusters Score -2762692 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2762839.750000 Penalty: 3329.735107
	Iteration 20F: 3 clusters Score -2762840 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2763021.000000 Penalty: 3329.735107
	Iteration 21Q: 3 clusters Score -2763021 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2763187.750000 Penalty: 3329.735107
	Iteration 22Q: 3 clusters Score -2763188 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2763305.750000 Penalty: 3329.735107
	Iteration 23Q: 3 clusters Score -2763306 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2763427.750000 Penalty: 3329.735107
	Iteration 24Q: 3 clusters Score -2763428 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2763526.000000 Penalty: 3329.735107
	Iteration 25Q: 3 clusters Score -2763526 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2763605.000000 Penalty: 3329.735107
	Iteration 26Q: 3 clusters Score -2763605 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2763658.500000 Penalty: 3329.735107
	Iteration 27Q: 3 clusters Score -2763658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2763707.250000 Penalty: 3329.735107
	Iteration 28Q: 3 clusters Score -2763707 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2763722.500000 Penalty: 3329.735107
	Iteration 29Q: 3 clusters Score -2763722 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2763751.000000 Penalty: 3329.735107
	Iteration 30Q: 3 clusters Score -2763751 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2763759.250000 Penalty: 3329.735107
	Iteration 31Q: 3 clusters Score -2763759 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2763768.500000 Penalty: 3329.735107
	Iteration 32Q: 3 clusters Score -2763768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2763775.500000 Penalty: 3329.735107
	Iteration 33Q: 3 clusters Score -2763776 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2763783.500000 Penalty: 3329.735107
	Iteration 34Q: 3 clusters Score -2763784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2763788.250000 Penalty: 3329.735107
	Iteration 35Q: 3 clusters Score -2763788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2763806.750000 Penalty: 3329.735107
	Iteration 36Q: 3 clusters Score -2763807 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2763817.500000 Penalty: 3329.735107
	Iteration 37Q: 3 clusters Score -2763818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2763831.250000 Penalty: 3329.735107
	Iteration 38Q: 3 clusters Score -2763831 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2763848.000000 Penalty: 3329.735107
	Iteration 39Q: 3 clusters Score -2763848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2763849.250000 Penalty: 3329.735107
	Iteration 40F: 3 clusters Score -2763849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2763847.000000 Penalty: 3329.735107
	Iteration 41Q: 3 clusters Score -2763847 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2763859.000000 Penalty: 3329.735107
	Iteration 42Q: 3 clusters Score -2763859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2763859.250000 Penalty: 3329.735107
	Iteration 43Q: 3 clusters Score -2763859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2763866.500000 Penalty: 3329.735107
	Iteration 44Q: 3 clusters Score -2763866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2763867.500000 Penalty: 3329.735107
	Iteration 45Q: 3 clusters Score -2763868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2763878.250000 Penalty: 3329.735107
	Iteration 46Q: 3 clusters Score -2763878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2763884.500000 Penalty: 3329.735107
	Iteration 47Q: 3 clusters Score -2763884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2763882.250000 Penalty: 3329.735107
	Iteration 48Q: 3 clusters Score -2763882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2763881.000000 Penalty: 3329.735107
	Iteration 49Q: 3 clusters Score -2763881 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2763882.750000 Penalty: 3329.735107
	Iteration 50Q: 3 clusters Score -2763883 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2763894.750000 Penalty: 3329.735107
	Iteration 51Q: 3 clusters Score -2763895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2763895.000000 Penalty: 3329.735107
	Iteration 52Q: 3 clusters Score -2763895 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2763891.500000 Penalty: 3329.735107
	Iteration 53Q: 3 clusters Score -2763892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2763887.250000 Penalty: 3329.735107
	Iteration 54Q: 3 clusters Score -2763887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2763889.000000 Penalty: 3329.735107
	Iteration 55Q: 3 clusters Score -2763889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2763893.000000 Penalty: 3329.735107
	Iteration 56Q: 3 clusters Score -2763893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2763894.250000 Penalty: 3329.735107
	Iteration 57Q: 3 clusters Score -2763894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2763891.750000 Penalty: 3329.735107
	Iteration 58Q: 3 clusters Score -2763892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2763897.750000 Penalty: 3329.735107
	Iteration 59Q: 3 clusters Score -2763898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2763903.000000 Penalty: 3329.735107
	Iteration 60F: 3 clusters Score -2763903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2763903.500000 Penalty: 3329.735107
	Iteration 61Q: 3 clusters Score -2763904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2763910.000000 Penalty: 3329.735107
	Iteration 62Q: 3 clusters Score -2763910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2763910.250000 Penalty: 3329.735107
	Iteration 63Q: 3 clusters Score -2763910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2763917.750000 Penalty: 3329.735107
	Iteration 64Q: 3 clusters Score -2763918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2763924.750000 Penalty: 3329.735107
	Iteration 65Q: 3 clusters Score -2763925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2763927.250000 Penalty: 3329.735107
	Iteration 66Q: 3 clusters Score -2763927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2763936.500000 Penalty: 3329.735107
	Iteration 67Q: 3 clusters Score -2763936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2763952.000000 Penalty: 3329.735107
	Iteration 68Q: 3 clusters Score -2763952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2763953.000000 Penalty: 3329.735107
	Iteration 69Q: 3 clusters Score -2763953 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2763950.000000 Penalty: 3329.735107
	Iteration 70Q: 3 clusters Score -2763950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2763959.000000 Penalty: 3329.735107
	Iteration 71Q: 3 clusters Score -2763959 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2763961.500000 Penalty: 3329.735107
	Iteration 72Q: 3 clusters Score -2763962 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2763979.750000 Penalty: 3329.735107
	Iteration 73Q: 3 clusters Score -2763980 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2763999.000000 Penalty: 3329.735107
	Iteration 74Q: 3 clusters Score -2763999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2764001.500000 Penalty: 3329.735107
	Iteration 75Q: 3 clusters Score -2764002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2764001.500000 Penalty: 3329.735107
	Iteration 76Q: 3 clusters Score -2764002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2764020.750000 Penalty: 3329.735107
	Iteration 77Q: 3 clusters Score -2764021 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2764027.000000 Penalty: 3329.735107
	Iteration 78Q: 3 clusters Score -2764027 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2764020.750000 Penalty: 3329.735107
	Iteration 79Q: 3 clusters Score -2764021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2764023.250000 Penalty: 3329.735107
	Iteration 80F: 3 clusters Score -2764023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2764028.500000 Penalty: 3329.735107
	Iteration 81Q: 3 clusters Score -2764028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2764051.500000 Penalty: 3329.735107
	Iteration 82Q: 3 clusters Score -2764052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2764047.500000 Penalty: 3329.735107
	Iteration 83Q: 3 clusters Score -2764048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2764052.000000 Penalty: 3329.735107
	Iteration 84Q: 3 clusters Score -2764052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2764062.500000 Penalty: 3329.735107
	Iteration 85Q: 3 clusters Score -2764062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2764066.750000 Penalty: 3329.735107
	Iteration 86Q: 3 clusters Score -2764067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2764073.750000 Penalty: 3329.735107
	Iteration 87Q: 3 clusters Score -2764074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2764079.500000 Penalty: 3329.735107
	Iteration 88Q: 3 clusters Score -2764080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2764087.000000 Penalty: 3329.735107
	Iteration 89Q: 3 clusters Score -2764087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2764090.500000 Penalty: 3329.735107
	Iteration 90Q: 3 clusters Score -2764090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2764080.750000 Penalty: 3329.735107
	Iteration 91Q: 3 clusters Score -2764081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2764102.250000 Penalty: 3329.735107
	Iteration 92Q: 3 clusters Score -2764102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2764107.000000 Penalty: 3329.735107
	Iteration 93Q: 3 clusters Score -2764107 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2764124.750000 Penalty: 3329.735107
	Iteration 94Q: 3 clusters Score -2764125 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2764130.500000 Penalty: 3329.735107
	Iteration 95Q: 3 clusters Score -2764130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2764146.750000 Penalty: 3329.735107
	Iteration 96Q: 3 clusters Score -2764147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2764148.750000 Penalty: 3329.735107
	Iteration 97Q: 3 clusters Score -2764149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2764161.250000 Penalty: 3329.735107
	Iteration 98Q: 3 clusters Score -2764161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2764155.750000 Penalty: 3329.735107
	Iteration 99Q: 3 clusters Score -2764156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2764151.750000 Penalty: 3329.735107
	Iteration 100F: 3 clusters Score -2764152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2764170.500000 Penalty: 3329.735107
	Iteration 101Q: 3 clusters Score -2764170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2764163.500000 Penalty: 3329.735107
	Iteration 102Q: 3 clusters Score -2764164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2764182.500000 Penalty: 3329.735107
	Iteration 103Q: 3 clusters Score -2764182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2764188.500000 Penalty: 3329.735107
	Iteration 104Q: 3 clusters Score -2764188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2764187.750000 Penalty: 3329.735107
	Iteration 105Q: 3 clusters Score -2764188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2764189.750000 Penalty: 3329.735107
	Iteration 106Q: 3 clusters Score -2764190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2764198.750000 Penalty: 3329.735107
	Iteration 107Q: 3 clusters Score -2764199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2764205.250000 Penalty: 3329.735107
	Iteration 108Q: 3 clusters Score -2764205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2764210.750000 Penalty: 3329.735107
	Iteration 109Q: 3 clusters Score -2764211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2764221.750000 Penalty: 3329.735107
	Iteration 110Q: 3 clusters Score -2764222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2764221.000000 Penalty: 3329.735107
	Iteration 111Q: 3 clusters Score -2764221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2764218.000000 Penalty: 3329.735107
	Iteration 112Q: 3 clusters Score -2764218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2764222.250000 Penalty: 3329.735107
	Iteration 113Q: 3 clusters Score -2764222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2764219.750000 Penalty: 3329.735107
	Iteration 114Q: 3 clusters Score -2764220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2764220.750000 Penalty: 3329.735107
	Iteration 115Q: 3 clusters Score -2764221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2764227.250000 Penalty: 3329.735107
	Iteration 116Q: 3 clusters Score -2764227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2764233.500000 Penalty: 3329.735107
	Iteration 117Q: 3 clusters Score -2764234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2764242.500000 Penalty: 3329.735107
	Iteration 118Q: 3 clusters Score -2764242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2764236.750000 Penalty: 3329.735107
	Iteration 119Q: 3 clusters Score -2764237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2764244.000000 Penalty: 3329.735107
	Iteration 120F: 3 clusters Score -2764244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2764248.000000 Penalty: 3329.735107
	Iteration 121Q: 3 clusters Score -2764248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2764248.500000 Penalty: 3329.735107
	Iteration 122Q: 3 clusters Score -2764248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2764253.000000 Penalty: 3329.735107
	Iteration 123Q: 3 clusters Score -2764253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2764256.750000 Penalty: 3329.735107
	Iteration 124Q: 3 clusters Score -2764257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2764259.000000 Penalty: 3329.735107
	Iteration 125Q: 3 clusters Score -2764259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2764265.750000 Penalty: 3329.735107
	Iteration 126Q: 3 clusters Score -2764266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2764269.750000 Penalty: 3329.735107
	Iteration 127Q: 3 clusters Score -2764270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2764278.500000 Penalty: 3329.735107
	Iteration 128Q: 3 clusters Score -2764278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2764279.500000 Penalty: 3329.735107
	Iteration 129Q: 3 clusters Score -2764280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2764277.250000 Penalty: 3329.735107
	Iteration 130Q: 3 clusters Score -2764277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2764284.500000 Penalty: 3329.735107
	Iteration 131Q: 3 clusters Score -2764284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2764289.750000 Penalty: 3329.735107
	Iteration 132Q: 3 clusters Score -2764290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2764308.000000 Penalty: 3329.735107
	Iteration 133Q: 3 clusters Score -2764308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2764313.000000 Penalty: 3329.735107
	Iteration 134Q: 3 clusters Score -2764313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2764314.750000 Penalty: 3329.735107
	Iteration 135Q: 3 clusters Score -2764315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2764321.500000 Penalty: 3329.735107
	Iteration 136Q: 3 clusters Score -2764322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2764322.750000 Penalty: 3329.735107
	Iteration 137Q: 3 clusters Score -2764323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2764329.000000 Penalty: 3329.735107
	Iteration 138Q: 3 clusters Score -2764329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2764330.750000 Penalty: 3329.735107
	Iteration 139Q: 3 clusters Score -2764331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2764351.000000 Penalty: 3329.735107
	Iteration 140F: 3 clusters Score -2764351 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2764369.250000 Penalty: 3329.735107
	Iteration 141Q: 3 clusters Score -2764369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2764380.500000 Penalty: 3329.735107
	Iteration 142Q: 3 clusters Score -2764380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2764393.500000 Penalty: 3329.735107
	Iteration 143Q: 3 clusters Score -2764394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2764403.500000 Penalty: 3329.735107
	Iteration 144Q: 3 clusters Score -2764404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2764416.750000 Penalty: 3329.735107
	Iteration 145Q: 3 clusters Score -2764417 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2764427.250000 Penalty: 3329.735107
	Iteration 146Q: 3 clusters Score -2764427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2764445.250000 Penalty: 3329.735107
	Iteration 147Q: 3 clusters Score -2764445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2764446.250000 Penalty: 3329.735107
	Iteration 148Q: 3 clusters Score -2764446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2764447.500000 Penalty: 3329.735107
	Iteration 149Q: 3 clusters Score -2764448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2764454.250000 Penalty: 3329.735107
	Iteration 150Q: 3 clusters Score -2764454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2764465.750000 Penalty: 3329.735107
	Iteration 151Q: 3 clusters Score -2764466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2764476.750000 Penalty: 3329.735107
	Iteration 152Q: 3 clusters Score -2764477 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2764498.000000 Penalty: 3329.735107
	Iteration 153Q: 3 clusters Score -2764498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2764510.750000 Penalty: 3329.735107
	Iteration 154Q: 3 clusters Score -2764511 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2764515.750000 Penalty: 3329.735107
	Iteration 155Q: 3 clusters Score -2764516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2764537.000000 Penalty: 3329.735107
	Iteration 156Q: 3 clusters Score -2764537 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2764556.500000 Penalty: 3329.735107
	Iteration 157Q: 3 clusters Score -2764556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2764561.000000 Penalty: 3329.735107
	Iteration 158Q: 3 clusters Score -2764561 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2764565.750000 Penalty: 3329.735107
	Iteration 159Q: 3 clusters Score -2764566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -2764587.250000 Penalty: 3329.735107
	Iteration 160F: 3 clusters Score -2764587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2764599.500000 Penalty: 3329.735107
	Iteration 161Q: 3 clusters Score -2764600 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2764609.750000 Penalty: 3329.735107
	Iteration 162Q: 3 clusters Score -2764610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2764628.500000 Penalty: 3329.735107
	Iteration 163Q: 3 clusters Score -2764628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2764634.000000 Penalty: 3329.735107
	Iteration 164Q: 3 clusters Score -2764634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2764657.250000 Penalty: 3329.735107
	Iteration 165Q: 3 clusters Score -2764657 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2764670.500000 Penalty: 3329.735107
	Iteration 166Q: 3 clusters Score -2764670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -2764689.750000 Penalty: 3329.735107
	Iteration 167Q: 3 clusters Score -2764690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2764691.000000 Penalty: 3329.735107
	Iteration 168Q: 3 clusters Score -2764691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2764702.500000 Penalty: 3329.735107
	Iteration 169Q: 3 clusters Score -2764702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2764711.000000 Penalty: 3329.735107
	Iteration 170Q: 3 clusters Score -2764711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2764717.250000 Penalty: 3329.735107
	Iteration 171Q: 3 clusters Score -2764717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2764721.000000 Penalty: 3329.735107
	Iteration 172Q: 3 clusters Score -2764721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2764733.000000 Penalty: 3329.735107
	Iteration 173Q: 3 clusters Score -2764733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2764744.000000 Penalty: 3329.735107
	Iteration 174Q: 3 clusters Score -2764744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2764753.000000 Penalty: 3329.735107
	Iteration 175Q: 3 clusters Score -2764753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2764759.250000 Penalty: 3329.735107
	Iteration 176Q: 3 clusters Score -2764759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2764765.250000 Penalty: 3329.735107
	Iteration 177Q: 3 clusters Score -2764765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2764763.250000 Penalty: 3329.735107
	Iteration 178Q: 3 clusters Score -2764763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2764763.000000 Penalty: 3329.735107
	Iteration 179Q: 3 clusters Score -2764763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2764765.500000 Penalty: 3329.735107
	Iteration 180F: 3 clusters Score -2764766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2764775.750000 Penalty: 3329.735107
	Iteration 181Q: 3 clusters Score -2764776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2764772.750000 Penalty: 3329.735107
	Iteration 182Q: 3 clusters Score -2764773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2764773.500000 Penalty: 3329.735107
	Iteration 183Q: 3 clusters Score -2764774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -2764775.500000 Penalty: 3329.735107
	Iteration 184Q: 3 clusters Score -2764776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -2764781.250000 Penalty: 3329.735107
	Iteration 185Q: 3 clusters Score -2764781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2764782.750000 Penalty: 3329.735107
	Iteration 186Q: 3 clusters Score -2764783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2764786.250000 Penalty: 3329.735107
	Iteration 187Q: 3 clusters Score -2764786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2764787.000000 Penalty: 3329.735107
	Iteration 188Q: 3 clusters Score -2764787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2764783.500000 Penalty: 3329.735107
	Iteration 189Q: 3 clusters Score -2764784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2764783.000000 Penalty: 3329.735107
	Iteration 190Q: 3 clusters Score -2764783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -2764789.000000 Penalty: 3329.735107
	Iteration 191Q: 3 clusters Score -2764789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2764791.250000 Penalty: 3329.735107
	Iteration 192Q: 3 clusters Score -2764791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2764790.250000 Penalty: 3329.735107
	Iteration 193Q: 3 clusters Score -2764790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -2764794.000000 Penalty: 3329.735107
	Iteration 194Q: 3 clusters Score -2764794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2764796.500000 Penalty: 3329.735107
	Iteration 195Q: 3 clusters Score -2764796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -2764794.500000 Penalty: 3329.735107
	Iteration 196Q: 3 clusters Score -2764794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2764800.500000 Penalty: 3329.735107
	Iteration 197Q: 3 clusters Score -2764800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2764803.250000 Penalty: 3329.735107
	Iteration 198Q: 3 clusters Score -2764803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2764803.750000 Penalty: 3329.735107
	Iteration 199Q: 3 clusters Score -2764804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -2764808.250000 Penalty: 3329.735107
	Iteration 200F: 3 clusters Score -2764808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2764807.000000 Penalty: 3329.735107
	Iteration 201Q: 3 clusters Score -2764807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2764801.250000 Penalty: 3329.735107
	Iteration 202Q: 3 clusters Score -2764801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2764803.250000 Penalty: 3329.735107
	Iteration 203Q: 3 clusters Score -2764803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2764800.750000 Penalty: 3329.735107
	Iteration 204Q: 3 clusters Score -2764801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2764802.000000 Penalty: 3329.735107
	Iteration 205Q: 3 clusters Score -2764802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -2764800.250000 Penalty: 3329.735107
	Iteration 206Q: 3 clusters Score -2764800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2764798.000000 Penalty: 3329.735107
	Iteration 207Q: 3 clusters Score -2764798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2764798.000000 Penalty: 3329.735107
	Iteration 208F: 3 clusters Score -2764798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -319627.250000 Penalty: 1329.074463
	Iteration 0F: 2 clusters Score -319627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -316608.343750 Penalty: 2658.148926
	Iteration 0F: 3 clusters Score -316608.3 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -317404.781250 Penalty: 2658.148926
	Iteration 1F: 3 clusters Score -317404.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -317688.968750 Penalty: 2658.148926
	Iteration 2F: 3 clusters Score -317689 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -318045.437500 Penalty: 2658.148926
	Iteration 3F: 3 clusters Score -318045.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -318386.375000 Penalty: 2658.148926
	Iteration 4F: 3 clusters Score -318386.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -318627.093750 Penalty: 2658.148926
	Iteration 5F: 3 clusters Score -318627.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -318796.937500 Penalty: 2658.148926
	Iteration 6F: 3 clusters Score -318796.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -318927.406250 Penalty: 2658.148926
	Iteration 7Q: 3 clusters Score -318927.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -319025.062500 Penalty: 2658.148926
	Iteration 8Q: 3 clusters Score -319025.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -319093.625000 Penalty: 2658.148926
	Iteration 9Q: 3 clusters Score -319093.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -319147.593750 Penalty: 2658.148926
	Iteration 10Q: 3 clusters Score -319147.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -319194.031250 Penalty: 2658.148926
	Iteration 11Q: 3 clusters Score -319194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -319235.843750 Penalty: 2658.148926
	Iteration 12Q: 3 clusters Score -319235.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -319272.000000 Penalty: 2658.148926
	Iteration 13Q: 3 clusters Score -319272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -319309.500000 Penalty: 2658.148926
	Iteration 14Q: 3 clusters Score -319309.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -319332.875000 Penalty: 2658.148926
	Iteration 15Q: 3 clusters Score -319332.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -319346.718750 Penalty: 2658.148926
	Iteration 16Q: 3 clusters Score -319346.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -319357.031250 Penalty: 2658.148926
	Iteration 17Q: 3 clusters Score -319357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -319366.875000 Penalty: 2658.148926
	Iteration 18Q: 3 clusters Score -319366.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -319375.843750 Penalty: 2658.148926
	Iteration 19Q: 3 clusters Score -319375.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -319381.812500 Penalty: 2658.148926
	Iteration 20F: 3 clusters Score -319381.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -319384.687500 Penalty: 2658.148926
	Iteration 21Q: 3 clusters Score -319384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -319385.593750 Penalty: 2658.148926
	Iteration 22Q: 3 clusters Score -319385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -319386.125000 Penalty: 2658.148926
	Iteration 23Q: 3 clusters Score -319386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -319386.843750 Penalty: 2658.148926
	Iteration 24Q: 3 clusters Score -319386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -319388.062500 Penalty: 2658.148926
	Iteration 25Q: 3 clusters Score -319388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -319388.125000 Penalty: 2658.148926
	Iteration 26Q: 3 clusters Score -319388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -319388.125000 Penalty: 2658.148926
	Iteration 27F: 3 clusters Score -319388.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60758.640625 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60758.64 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60957.863281 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -60957.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60998.410156 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -60998.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61025.277344 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -61025.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61044.789062 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -61044.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61055.117188 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61055.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61067.750000 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61067.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61080.789062 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61080.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61090.144531 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61090.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61099.402344 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61106.648438 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61106.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61107.777344 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -61107.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61107.777344 Penalty: 2119.201904
	Iteration 12F: 3 clusters Score -61107.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -123973.195312 Penalty: 1194.667480
	Iteration 0F: 2 clusters Score -123973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122155.304688 Penalty: 2389.334961
	Iteration 0F: 3 clusters Score -122155.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -122501.296875 Penalty: 2389.334961
	Iteration 1F: 3 clusters Score -122501.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -122607.320312 Penalty: 2389.334961
	Iteration 2F: 3 clusters Score -122607.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -122704.093750 Penalty: 2389.334961
	Iteration 3F: 3 clusters Score -122704.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122767.664062 Penalty: 2389.334961
	Iteration 4Q: 3 clusters Score -122767.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122839.843750 Penalty: 2389.334961
	Iteration 5Q: 3 clusters Score -122839.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122905.773438 Penalty: 2389.334961
	Iteration 6Q: 3 clusters Score -122905.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122969.398438 Penalty: 2389.334961
	Iteration 7Q: 3 clusters Score -122969.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123027.367188 Penalty: 2389.334961
	Iteration 8Q: 3 clusters Score -123027.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -123084.742188 Penalty: 2389.334961
	Iteration 9Q: 3 clusters Score -123084.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123121.171875 Penalty: 2389.334961
	Iteration 10Q: 3 clusters Score -123121.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -123151.367188 Penalty: 2389.334961
	Iteration 11Q: 3 clusters Score -123151.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123167.265625 Penalty: 2389.334961
	Iteration 12Q: 3 clusters Score -123167.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -123184.500000 Penalty: 2389.334961
	Iteration 13Q: 3 clusters Score -123184.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123206.476562 Penalty: 2389.334961
	Iteration 14Q: 3 clusters Score -123206.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123219.328125 Penalty: 2389.334961
	Iteration 15Q: 3 clusters Score -123219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -123224.890625 Penalty: 2389.334961
	Iteration 16Q: 3 clusters Score -123224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -123227.351562 Penalty: 2389.334961
	Iteration 17Q: 3 clusters Score -123227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -123230.117188 Penalty: 2389.334961
	Iteration 18Q: 3 clusters Score -123230.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123235.195312 Penalty: 2389.334961
	Iteration 19Q: 3 clusters Score -123235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123240.234375 Penalty: 2389.334961
	Iteration 20F: 3 clusters Score -123240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123247.757812 Penalty: 2389.334961
	Iteration 21Q: 3 clusters Score -123247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -123250.367188 Penalty: 2389.334961
	Iteration 22Q: 3 clusters Score -123250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123251.484375 Penalty: 2389.334961
	Iteration 23Q: 3 clusters Score -123251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123251.484375 Penalty: 2389.334961
	Iteration 24F: 3 clusters Score -123251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -140189.453125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -140189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -138348.156250 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -138348.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138781.515625 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -138781.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -138915.968750 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -138916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139039.718750 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -139039.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139161.546875 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -139161.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139282.750000 Penalty: 2392.859619
	Iteration 5F: 3 clusters Score -139282.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139352.515625 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -139352.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139410.343750 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -139410.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139460.343750 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -139460.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139514.453125 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -139514.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139574.125000 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -139574.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139618.921875 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -139618.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139652.546875 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -139652.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139673.703125 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -139673.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139704.343750 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -139704.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139730.515625 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -139730.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -139760.250000 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -139760.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139793.203125 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -139793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139811.890625 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -139811.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139830.406250 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -139830.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139846.828125 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -139846.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139867.000000 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -139867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139877.875000 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -139877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139887.953125 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -139888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139896.687500 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -139896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139911.953125 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -139912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139927.500000 Penalty: 2392.859619
	Iteration 26Q: 3 clusters Score -139927.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139942.468750 Penalty: 2392.859619
	Iteration 27Q: 3 clusters Score -139942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139951.593750 Penalty: 2392.859619
	Iteration 28Q: 3 clusters Score -139951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139957.421875 Penalty: 2392.859619
	Iteration 29Q: 3 clusters Score -139957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139961.187500 Penalty: 2392.859619
	Iteration 30Q: 3 clusters Score -139961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139962.812500 Penalty: 2392.859619
	Iteration 31Q: 3 clusters Score -139962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -139963.796875 Penalty: 2392.859619
	Iteration 32Q: 3 clusters Score -139963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139964.640625 Penalty: 2392.859619
	Iteration 33Q: 3 clusters Score -139964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139965.296875 Penalty: 2392.859619
	Iteration 34Q: 3 clusters Score -139965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139965.296875 Penalty: 2392.859619
	Iteration 35F: 3 clusters Score -139965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (37110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Entering Unmasked Estep 
Score: -3541321.250000 Penalty: 1709.766724
	Iteration 0F: 2 clusters Score -3541321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3517589.750000 Penalty: 3419.533447
	Iteration 0F: 3 clusters Score -3517590 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3526945.750000 Penalty: 3419.533447
	Iteration 1F: 3 clusters Score -3526946 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3527285.750000 Penalty: 3419.533447
	Iteration 2Q: 3 clusters Score -3527286 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3527613.250000 Penalty: 3419.533447
	Iteration 3Q: 3 clusters Score -3527613 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3527943.500000 Penalty: 3419.533447
	Iteration 4Q: 3 clusters Score -3527944 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3528368.000000 Penalty: 3419.533447
	Iteration 5Q: 3 clusters Score -3528368 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3528950.750000 Penalty: 3419.533447
	Iteration 6Q: 3 clusters Score -3528951 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3529904.250000 Penalty: 3419.533447
	Iteration 7F: 3 clusters Score -3529904 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3531475.500000 Penalty: 3419.533447
	Iteration 8F: 3 clusters Score -3531476 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3533577.250000 Penalty: 3419.533447
	Iteration 9F: 3 clusters Score -3533577 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3535924.250000 Penalty: 3419.533447
	Iteration 10F: 3 clusters Score -3535924 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3537919.500000 Penalty: 3419.533447
	Iteration 11F: 3 clusters Score -3537920 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3538879.500000 Penalty: 3419.533447
	Iteration 12Q: 3 clusters Score -3538880 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3539372.750000 Penalty: 3419.533447
	Iteration 13Q: 3 clusters Score -3539373 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3539578.000000 Penalty: 3419.533447
	Iteration 14Q: 3 clusters Score -3539578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3539655.500000 Penalty: 3419.533447
	Iteration 15Q: 3 clusters Score -3539656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3539692.250000 Penalty: 3419.533447
	Iteration 16Q: 3 clusters Score -3539692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3539728.750000 Penalty: 3419.533447
	Iteration 17Q: 3 clusters Score -3539729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3539761.750000 Penalty: 3419.533447
	Iteration 18Q: 3 clusters Score -3539762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3539775.750000 Penalty: 3419.533447
	Iteration 19Q: 3 clusters Score -3539776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3539782.750000 Penalty: 3419.533447
	Iteration 20F: 3 clusters Score -3539783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3539793.000000 Penalty: 3419.533447
	Iteration 21Q: 3 clusters Score -3539793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3539798.000000 Penalty: 3419.533447
	Iteration 22Q: 3 clusters Score -3539798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3539804.500000 Penalty: 3419.533447
	Iteration 23Q: 3 clusters Score -3539804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3539809.250000 Penalty: 3419.533447
	Iteration 24Q: 3 clusters Score -3539809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3539820.750000 Penalty: 3419.533447
	Iteration 25Q: 3 clusters Score -3539821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3539818.500000 Penalty: 3419.533447
	Iteration 26Q: 3 clusters Score -3539818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3539816.750000 Penalty: 3419.533447
	Iteration 27Q: 3 clusters Score -3539817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3539823.000000 Penalty: 3419.533447
	Iteration 28Q: 3 clusters Score -3539823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3539823.500000 Penalty: 3419.533447
	Iteration 29Q: 3 clusters Score -3539824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3539824.000000 Penalty: 3419.533447
	Iteration 30Q: 3 clusters Score -3539824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3539827.750000 Penalty: 3419.533447
	Iteration 31Q: 3 clusters Score -3539828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3539831.500000 Penalty: 3419.533447
	Iteration 32Q: 3 clusters Score -3539832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3539831.500000 Penalty: 3419.533447
	Iteration 33F: 3 clusters Score -3539832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -117531.960938 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -117532 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 705 members 
Entering Unmasked Estep 
Score: -115839.812500 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -115839.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -116263.367188 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -116263.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -116439.890625 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -116439.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116607.101562 Penalty: 2364.430908
	Iteration 3F: 3 clusters Score -116607.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -116736.570312 Penalty: 2364.430908
	Iteration 4F: 3 clusters Score -116736.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -116891.640625 Penalty: 2364.430908
	Iteration 5F: 3 clusters Score -116891.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -117030.390625 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -117030.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -117169.835938 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -117169.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117284.000000 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -117284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117341.468750 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -117341.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -117387.515625 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -117387.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -117449.031250 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -117449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -117514.523438 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -117514.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -117549.132812 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -117549.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -117578.421875 Penalty: 2364.430908
	Iteration 14Q: 3 clusters Score -117578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117586.781250 Penalty: 2364.430908
	Iteration 15Q: 3 clusters Score -117586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -117592.476562 Penalty: 2364.430908
	Iteration 16Q: 3 clusters Score -117592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -117597.101562 Penalty: 2364.430908
	Iteration 17Q: 3 clusters Score -117597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -117600.343750 Penalty: 2364.430908
	Iteration 18Q: 3 clusters Score -117600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -117608.492188 Penalty: 2364.430908
	Iteration 19Q: 3 clusters Score -117608.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117616.445312 Penalty: 2364.430908
	Iteration 20F: 3 clusters Score -117616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -117618.468750 Penalty: 2364.430908
	Iteration 21Q: 3 clusters Score -117618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117618.953125 Penalty: 2364.430908
	Iteration 22Q: 3 clusters Score -117619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -117619.367188 Penalty: 2364.430908
	Iteration 23Q: 3 clusters Score -117619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -117619.367188 Penalty: 2364.430908
	Iteration 24F: 3 clusters Score -117619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29433 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23865 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15718 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 39990 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 49176 members 
Mstep: Class 18 contains 23052 members 
Mstep: Class 19 contains 36035 members 
Mstep: Class 20 contains 37977 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38963 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39497 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 28151 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37110 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 4514 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 18290 members 
Mstep: Class 47 contains 692 members 
Entering Unmasked Estep 
Score: -49781892.000000 Penalty: 100859.070312
Splitting cluster 42 changes total score from -49782828.000000 to -49781892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (4514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Entering Unmasked Estep 
Score: -423408.156250 Penalty: 1367.427612
	Iteration 0F: 2 clusters Score -423408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -419718.906250 Penalty: 2734.855225
	Iteration 0F: 3 clusters Score -419718.9 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -420736.906250 Penalty: 2734.855225
	Iteration 1F: 3 clusters Score -420736.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -420904.343750 Penalty: 2734.855225
	Iteration 2F: 3 clusters Score -420904.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -421000.343750 Penalty: 2734.855225
	Iteration 3Q: 3 clusters Score -421000.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -421082.125000 Penalty: 2734.855225
	Iteration 4Q: 3 clusters Score -421082.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -421148.468750 Penalty: 2734.855225
	Iteration 5Q: 3 clusters Score -421148.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -421204.750000 Penalty: 2734.855225
	Iteration 6Q: 3 clusters Score -421204.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -421256.687500 Penalty: 2734.855225
	Iteration 7Q: 3 clusters Score -421256.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -421307.718750 Penalty: 2734.855225
	Iteration 8Q: 3 clusters Score -421307.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -421358.312500 Penalty: 2734.855225
	Iteration 9Q: 3 clusters Score -421358.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -421405.750000 Penalty: 2734.855225
	Iteration 10Q: 3 clusters Score -421405.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -421454.968750 Penalty: 2734.855225
	Iteration 11Q: 3 clusters Score -421455 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -421497.281250 Penalty: 2734.855225
	Iteration 12Q: 3 clusters Score -421497.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -421537.406250 Penalty: 2734.855225
	Iteration 13Q: 3 clusters Score -421537.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -421591.281250 Penalty: 2734.855225
	Iteration 14Q: 3 clusters Score -421591.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -421660.468750 Penalty: 2734.855225
	Iteration 15Q: 3 clusters Score -421660.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -421735.343750 Penalty: 2734.855225
	Iteration 16Q: 3 clusters Score -421735.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -421791.812500 Penalty: 2734.855225
	Iteration 17Q: 3 clusters Score -421791.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -421844.187500 Penalty: 2734.855225
	Iteration 18Q: 3 clusters Score -421844.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -421879.281250 Penalty: 2734.855225
	Iteration 19Q: 3 clusters Score -421879.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -421903.093750 Penalty: 2734.855225
	Iteration 20F: 3 clusters Score -421903.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -421916.437500 Penalty: 2734.855225
	Iteration 21Q: 3 clusters Score -421916.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -421929.718750 Penalty: 2734.855225
	Iteration 22Q: 3 clusters Score -421929.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -421940.937500 Penalty: 2734.855225
	Iteration 23Q: 3 clusters Score -421940.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -421951.093750 Penalty: 2734.855225
	Iteration 24Q: 3 clusters Score -421951.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -421957.312500 Penalty: 2734.855225
	Iteration 25Q: 3 clusters Score -421957.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -421963.531250 Penalty: 2734.855225
	Iteration 26Q: 3 clusters Score -421963.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -421966.781250 Penalty: 2734.855225
	Iteration 27Q: 3 clusters Score -421966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -421970.562500 Penalty: 2734.855225
	Iteration 28Q: 3 clusters Score -421970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -421974.218750 Penalty: 2734.855225
	Iteration 29Q: 3 clusters Score -421974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -421976.312500 Penalty: 2734.855225
	Iteration 30Q: 3 clusters Score -421976.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -421979.125000 Penalty: 2734.855225
	Iteration 31Q: 3 clusters Score -421979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -421980.750000 Penalty: 2734.855225
	Iteration 32Q: 3 clusters Score -421980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -421981.593750 Penalty: 2734.855225
	Iteration 33Q: 3 clusters Score -421981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -421983.843750 Penalty: 2734.855225
	Iteration 34Q: 3 clusters Score -421983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -421985.250000 Penalty: 2734.855225
	Iteration 35Q: 3 clusters Score -421985.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -421987.437500 Penalty: 2734.855225
	Iteration 36Q: 3 clusters Score -421987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -421989.125000 Penalty: 2734.855225
	Iteration 37Q: 3 clusters Score -421989.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -421991.968750 Penalty: 2734.855225
	Iteration 38Q: 3 clusters Score -421992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -421994.687500 Penalty: 2734.855225
	Iteration 39Q: 3 clusters Score -421994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -421997.125000 Penalty: 2734.855225
	Iteration 40F: 3 clusters Score -421997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -422000.281250 Penalty: 2734.855225
	Iteration 41Q: 3 clusters Score -422000.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -422005.968750 Penalty: 2734.855225
	Iteration 42Q: 3 clusters Score -422006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -422015.312500 Penalty: 2734.855225
	Iteration 43Q: 3 clusters Score -422015.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -422022.375000 Penalty: 2734.855225
	Iteration 44Q: 3 clusters Score -422022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -422025.000000 Penalty: 2734.855225
	Iteration 45Q: 3 clusters Score -422025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -422030.312500 Penalty: 2734.855225
	Iteration 46Q: 3 clusters Score -422030.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -422036.718750 Penalty: 2734.855225
	Iteration 47Q: 3 clusters Score -422036.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -422041.875000 Penalty: 2734.855225
	Iteration 48Q: 3 clusters Score -422041.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -422047.437500 Penalty: 2734.855225
	Iteration 49Q: 3 clusters Score -422047.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -422051.218750 Penalty: 2734.855225
	Iteration 50Q: 3 clusters Score -422051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -422054.906250 Penalty: 2734.855225
	Iteration 51Q: 3 clusters Score -422054.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -422059.312500 Penalty: 2734.855225
	Iteration 52Q: 3 clusters Score -422059.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -422062.281250 Penalty: 2734.855225
	Iteration 53Q: 3 clusters Score -422062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -422063.625000 Penalty: 2734.855225
	Iteration 54Q: 3 clusters Score -422063.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -422065.875000 Penalty: 2734.855225
	Iteration 55Q: 3 clusters Score -422065.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -422068.937500 Penalty: 2734.855225
	Iteration 56Q: 3 clusters Score -422068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -422070.531250 Penalty: 2734.855225
	Iteration 57Q: 3 clusters Score -422070.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -422076.812500 Penalty: 2734.855225
	Iteration 58Q: 3 clusters Score -422076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -422083.468750 Penalty: 2734.855225
	Iteration 59Q: 3 clusters Score -422083.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -422087.156250 Penalty: 2734.855225
	Iteration 60F: 3 clusters Score -422087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -422089.593750 Penalty: 2734.855225
	Iteration 61Q: 3 clusters Score -422089.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -422094.406250 Penalty: 2734.855225
	Iteration 62Q: 3 clusters Score -422094.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -422100.625000 Penalty: 2734.855225
	Iteration 63Q: 3 clusters Score -422100.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -422112.781250 Penalty: 2734.855225
	Iteration 64Q: 3 clusters Score -422112.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -422123.375000 Penalty: 2734.855225
	Iteration 65Q: 3 clusters Score -422123.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -422133.093750 Penalty: 2734.855225
	Iteration 66Q: 3 clusters Score -422133.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -422140.875000 Penalty: 2734.855225
	Iteration 67Q: 3 clusters Score -422140.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -422152.656250 Penalty: 2734.855225
	Iteration 68Q: 3 clusters Score -422152.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -422167.000000 Penalty: 2734.855225
	Iteration 69Q: 3 clusters Score -422167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -422181.000000 Penalty: 2734.855225
	Iteration 70Q: 3 clusters Score -422181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -422198.062500 Penalty: 2734.855225
	Iteration 71Q: 3 clusters Score -422198.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -422207.718750 Penalty: 2734.855225
	Iteration 72Q: 3 clusters Score -422207.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -422219.718750 Penalty: 2734.855225
	Iteration 73Q: 3 clusters Score -422219.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -422230.781250 Penalty: 2734.855225
	Iteration 74Q: 3 clusters Score -422230.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -422236.218750 Penalty: 2734.855225
	Iteration 75Q: 3 clusters Score -422236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -422243.531250 Penalty: 2734.855225
	Iteration 76Q: 3 clusters Score -422243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -422247.250000 Penalty: 2734.855225
	Iteration 77Q: 3 clusters Score -422247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -422251.375000 Penalty: 2734.855225
	Iteration 78Q: 3 clusters Score -422251.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -422254.281250 Penalty: 2734.855225
	Iteration 79Q: 3 clusters Score -422254.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -422256.500000 Penalty: 2734.855225
	Iteration 80F: 3 clusters Score -422256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -422257.812500 Penalty: 2734.855225
	Iteration 81Q: 3 clusters Score -422257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -422258.031250 Penalty: 2734.855225
	Iteration 82Q: 3 clusters Score -422258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -422258.375000 Penalty: 2734.855225
	Iteration 83Q: 3 clusters Score -422258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -422258.375000 Penalty: 2734.855225
	Iteration 84F: 3 clusters Score -422258.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Entering Unmasked Estep 
Score: -460959.187500 Penalty: 1385.048218
	Iteration 0F: 2 clusters Score -460959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -456947.031250 Penalty: 2770.096436
	Iteration 0F: 3 clusters Score -456947 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -458212.937500 Penalty: 2770.096436
	Iteration 1F: 3 clusters Score -458212.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -458481.187500 Penalty: 2770.096436
	Iteration 2F: 3 clusters Score -458481.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -458733.093750 Penalty: 2770.096436
	Iteration 3F: 3 clusters Score -458733.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -458936.531250 Penalty: 2770.096436
	Iteration 4F: 3 clusters Score -458936.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -459076.531250 Penalty: 2770.096436
	Iteration 5Q: 3 clusters Score -459076.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -459172.250000 Penalty: 2770.096436
	Iteration 6Q: 3 clusters Score -459172.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -459256.406250 Penalty: 2770.096436
	Iteration 7Q: 3 clusters Score -459256.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -459327.656250 Penalty: 2770.096436
	Iteration 8Q: 3 clusters Score -459327.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -459396.937500 Penalty: 2770.096436
	Iteration 9Q: 3 clusters Score -459396.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -459448.281250 Penalty: 2770.096436
	Iteration 10Q: 3 clusters Score -459448.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -459487.375000 Penalty: 2770.096436
	Iteration 11Q: 3 clusters Score -459487.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -459514.218750 Penalty: 2770.096436
	Iteration 12Q: 3 clusters Score -459514.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -459541.562500 Penalty: 2770.096436
	Iteration 13Q: 3 clusters Score -459541.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -459571.031250 Penalty: 2770.096436
	Iteration 14Q: 3 clusters Score -459571 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -459597.125000 Penalty: 2770.096436
	Iteration 15Q: 3 clusters Score -459597.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -459611.812500 Penalty: 2770.096436
	Iteration 16Q: 3 clusters Score -459611.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -459625.031250 Penalty: 2770.096436
	Iteration 17Q: 3 clusters Score -459625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -459635.593750 Penalty: 2770.096436
	Iteration 18Q: 3 clusters Score -459635.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -459644.187500 Penalty: 2770.096436
	Iteration 19Q: 3 clusters Score -459644.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -459651.656250 Penalty: 2770.096436
	Iteration 20F: 3 clusters Score -459651.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -459657.093750 Penalty: 2770.096436
	Iteration 21Q: 3 clusters Score -459657.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -459660.187500 Penalty: 2770.096436
	Iteration 22Q: 3 clusters Score -459660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -459664.687500 Penalty: 2770.096436
	Iteration 23Q: 3 clusters Score -459664.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -459667.187500 Penalty: 2770.096436
	Iteration 24Q: 3 clusters Score -459667.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -459671.093750 Penalty: 2770.096436
	Iteration 25Q: 3 clusters Score -459671.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -459675.218750 Penalty: 2770.096436
	Iteration 26Q: 3 clusters Score -459675.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -459681.781250 Penalty: 2770.096436
	Iteration 27Q: 3 clusters Score -459681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -459687.156250 Penalty: 2770.096436
	Iteration 28Q: 3 clusters Score -459687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -459691.312500 Penalty: 2770.096436
	Iteration 29Q: 3 clusters Score -459691.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -459694.125000 Penalty: 2770.096436
	Iteration 30Q: 3 clusters Score -459694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -459699.312500 Penalty: 2770.096436
	Iteration 31Q: 3 clusters Score -459699.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -459705.093750 Penalty: 2770.096436
	Iteration 32Q: 3 clusters Score -459705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -459709.718750 Penalty: 2770.096436
	Iteration 33Q: 3 clusters Score -459709.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -459716.781250 Penalty: 2770.096436
	Iteration 34Q: 3 clusters Score -459716.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -459722.968750 Penalty: 2770.096436
	Iteration 35Q: 3 clusters Score -459723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -459726.281250 Penalty: 2770.096436
	Iteration 36Q: 3 clusters Score -459726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -459732.125000 Penalty: 2770.096436
	Iteration 37Q: 3 clusters Score -459732.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -459736.781250 Penalty: 2770.096436
	Iteration 38Q: 3 clusters Score -459736.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -459742.843750 Penalty: 2770.096436
	Iteration 39Q: 3 clusters Score -459742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -459748.000000 Penalty: 2770.096436
	Iteration 40F: 3 clusters Score -459748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -459752.281250 Penalty: 2770.096436
	Iteration 41Q: 3 clusters Score -459752.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -459756.531250 Penalty: 2770.096436
	Iteration 42Q: 3 clusters Score -459756.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -459761.843750 Penalty: 2770.096436
	Iteration 43Q: 3 clusters Score -459761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -459766.156250 Penalty: 2770.096436
	Iteration 44Q: 3 clusters Score -459766.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -459775.375000 Penalty: 2770.096436
	Iteration 45Q: 3 clusters Score -459775.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -459790.656250 Penalty: 2770.096436
	Iteration 46Q: 3 clusters Score -459790.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -459817.250000 Penalty: 2770.096436
	Iteration 47Q: 3 clusters Score -459817.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -459838.843750 Penalty: 2770.096436
	Iteration 48Q: 3 clusters Score -459838.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -459870.656250 Penalty: 2770.096436
	Iteration 49Q: 3 clusters Score -459870.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -459900.281250 Penalty: 2770.096436
	Iteration 50Q: 3 clusters Score -459900.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -459925.218750 Penalty: 2770.096436
	Iteration 51Q: 3 clusters Score -459925.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -459945.437500 Penalty: 2770.096436
	Iteration 52Q: 3 clusters Score -459945.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -459959.906250 Penalty: 2770.096436
	Iteration 53Q: 3 clusters Score -459959.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -459970.968750 Penalty: 2770.096436
	Iteration 54Q: 3 clusters Score -459971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -459979.125000 Penalty: 2770.096436
	Iteration 55Q: 3 clusters Score -459979.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -459990.781250 Penalty: 2770.096436
	Iteration 56Q: 3 clusters Score -459990.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -459996.531250 Penalty: 2770.096436
	Iteration 57Q: 3 clusters Score -459996.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -460002.281250 Penalty: 2770.096436
	Iteration 58Q: 3 clusters Score -460002.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -460006.468750 Penalty: 2770.096436
	Iteration 59Q: 3 clusters Score -460006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -460009.562500 Penalty: 2770.096436
	Iteration 60F: 3 clusters Score -460009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -460009.656250 Penalty: 2770.096436
	Iteration 61Q: 3 clusters Score -460009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -460009.718750 Penalty: 2770.096436
	Iteration 62Q: 3 clusters Score -460009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -460010.906250 Penalty: 2770.096436
	Iteration 63Q: 3 clusters Score -460010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -460010.937500 Penalty: 2770.096436
	Iteration 64Q: 3 clusters Score -460010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -460010.937500 Penalty: 2770.096436
	Iteration 65F: 3 clusters Score -460010.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -896593.437500 Penalty: 1485.602417
	Iteration 0F: 2 clusters Score -896593.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -889929.312500 Penalty: 2971.204834
	Iteration 0F: 3 clusters Score -889929.3 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -892022.875000 Penalty: 2971.204834
	Iteration 1F: 3 clusters Score -892022.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -892251.187500 Penalty: 2971.204834
	Iteration 2F: 3 clusters Score -892251.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -892448.500000 Penalty: 2971.204834
	Iteration 3Q: 3 clusters Score -892448.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -892624.562500 Penalty: 2971.204834
	Iteration 4Q: 3 clusters Score -892624.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -892797.812500 Penalty: 2971.204834
	Iteration 5Q: 3 clusters Score -892797.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -892973.937500 Penalty: 2971.204834
	Iteration 6Q: 3 clusters Score -892973.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -893149.312500 Penalty: 2971.204834
	Iteration 7Q: 3 clusters Score -893149.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -893327.812500 Penalty: 2971.204834
	Iteration 8Q: 3 clusters Score -893327.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -893576.000000 Penalty: 2971.204834
	Iteration 9Q: 3 clusters Score -893576 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -893857.625000 Penalty: 2971.204834
	Iteration 10Q: 3 clusters Score -893857.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -894151.062500 Penalty: 2971.204834
	Iteration 11Q: 3 clusters Score -894151.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -894429.500000 Penalty: 2971.204834
	Iteration 12Q: 3 clusters Score -894429.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -894657.500000 Penalty: 2971.204834
	Iteration 13Q: 3 clusters Score -894657.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -894810.562500 Penalty: 2971.204834
	Iteration 14Q: 3 clusters Score -894810.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -894930.125000 Penalty: 2971.204834
	Iteration 15Q: 3 clusters Score -894930.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -895018.812500 Penalty: 2971.204834
	Iteration 16Q: 3 clusters Score -895018.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -895103.375000 Penalty: 2971.204834
	Iteration 17Q: 3 clusters Score -895103.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -895173.750000 Penalty: 2971.204834
	Iteration 18Q: 3 clusters Score -895173.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -895237.062500 Penalty: 2971.204834
	Iteration 19Q: 3 clusters Score -895237.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -895296.250000 Penalty: 2971.204834
	Iteration 20F: 3 clusters Score -895296.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -895358.937500 Penalty: 2971.204834
	Iteration 21Q: 3 clusters Score -895358.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -895417.687500 Penalty: 2971.204834
	Iteration 22Q: 3 clusters Score -895417.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -895459.687500 Penalty: 2971.204834
	Iteration 23Q: 3 clusters Score -895459.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -895494.250000 Penalty: 2971.204834
	Iteration 24Q: 3 clusters Score -895494.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -895523.250000 Penalty: 2971.204834
	Iteration 25Q: 3 clusters Score -895523.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -895548.312500 Penalty: 2971.204834
	Iteration 26Q: 3 clusters Score -895548.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -895559.937500 Penalty: 2971.204834
	Iteration 27Q: 3 clusters Score -895559.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -895565.625000 Penalty: 2971.204834
	Iteration 28Q: 3 clusters Score -895565.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -895571.062500 Penalty: 2971.204834
	Iteration 29Q: 3 clusters Score -895571.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -895576.875000 Penalty: 2971.204834
	Iteration 30Q: 3 clusters Score -895576.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -895580.062500 Penalty: 2971.204834
	Iteration 31Q: 3 clusters Score -895580.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -895581.250000 Penalty: 2971.204834
	Iteration 32Q: 3 clusters Score -895581.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -895583.000000 Penalty: 2971.204834
	Iteration 33Q: 3 clusters Score -895583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -895585.250000 Penalty: 2971.204834
	Iteration 34Q: 3 clusters Score -895585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -895584.750000 Penalty: 2971.204834
	Iteration 35Q: 3 clusters Score -895584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -895585.937500 Penalty: 2971.204834
	Iteration 36Q: 3 clusters Score -895585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -895586.187500 Penalty: 2971.204834
	Iteration 37Q: 3 clusters Score -895586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -895586.187500 Penalty: 2971.204834
	Iteration 38F: 3 clusters Score -895586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (18290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Entering Unmasked Estep 
Score: -1794165.500000 Penalty: 1594.792847
	Iteration 0F: 2 clusters Score -1794166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1781626.875000 Penalty: 3189.585693
	Iteration 0F: 3 clusters Score -1781627 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1786063.625000 Penalty: 3189.585693
	Iteration 1F: 3 clusters Score -1786064 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1786333.500000 Penalty: 3189.585693
	Iteration 2Q: 3 clusters Score -1786334 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1786570.750000 Penalty: 3189.585693
	Iteration 3Q: 3 clusters Score -1786571 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1786771.250000 Penalty: 3189.585693
	Iteration 4Q: 3 clusters Score -1786771 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1786986.125000 Penalty: 3189.585693
	Iteration 5Q: 3 clusters Score -1786986 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1787216.375000 Penalty: 3189.585693
	Iteration 6Q: 3 clusters Score -1787216 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1787449.250000 Penalty: 3189.585693
	Iteration 7Q: 3 clusters Score -1787449 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1787708.500000 Penalty: 3189.585693
	Iteration 8Q: 3 clusters Score -1787708 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1788024.500000 Penalty: 3189.585693
	Iteration 9Q: 3 clusters Score -1788024 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1788456.250000 Penalty: 3189.585693
	Iteration 10Q: 3 clusters Score -1788456 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1789019.875000 Penalty: 3189.585693
	Iteration 11Q: 3 clusters Score -1789020 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1789663.625000 Penalty: 3189.585693
	Iteration 12Q: 3 clusters Score -1789664 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1790320.125000 Penalty: 3189.585693
	Iteration 13F: 3 clusters Score -1790320 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1790923.125000 Penalty: 3189.585693
	Iteration 14Q: 3 clusters Score -1790923 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1791451.125000 Penalty: 3189.585693
	Iteration 15Q: 3 clusters Score -1791451 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1791892.750000 Penalty: 3189.585693
	Iteration 16Q: 3 clusters Score -1791893 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1792194.625000 Penalty: 3189.585693
	Iteration 17Q: 3 clusters Score -1792195 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1792401.875000 Penalty: 3189.585693
	Iteration 18Q: 3 clusters Score -1792402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1792522.125000 Penalty: 3189.585693
	Iteration 19Q: 3 clusters Score -1792522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1792602.250000 Penalty: 3189.585693
	Iteration 20F: 3 clusters Score -1792602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1792665.875000 Penalty: 3189.585693
	Iteration 21Q: 3 clusters Score -1792666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1792704.250000 Penalty: 3189.585693
	Iteration 22Q: 3 clusters Score -1792704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1792740.625000 Penalty: 3189.585693
	Iteration 23Q: 3 clusters Score -1792741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1792775.125000 Penalty: 3189.585693
	Iteration 24Q: 3 clusters Score -1792775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1792802.500000 Penalty: 3189.585693
	Iteration 25Q: 3 clusters Score -1792802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1792814.750000 Penalty: 3189.585693
	Iteration 26Q: 3 clusters Score -1792815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1792824.125000 Penalty: 3189.585693
	Iteration 27Q: 3 clusters Score -1792824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1792828.750000 Penalty: 3189.585693
	Iteration 28Q: 3 clusters Score -1792829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1792827.875000 Penalty: 3189.585693
	Iteration 29Q: 3 clusters Score -1792828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1792828.875000 Penalty: 3189.585693
	Iteration 30Q: 3 clusters Score -1792829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1792828.875000 Penalty: 3189.585693
	Iteration 31F: 3 clusters Score -1792829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29433 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23865 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15718 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 39990 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 49176 members 
Mstep: Class 18 contains 23052 members 
Mstep: Class 19 contains 36035 members 
Mstep: Class 20 contains 37977 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38963 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39497 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4951 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 28151 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37110 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4514 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 18290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783036.000000 Penalty: 98713.132812
Iteration 239Q: 47 clusters Score -4.978304e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29434 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23870 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 39362 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 49260 members 
Mstep: Class 18 contains 23127 members 
Mstep: Class 19 contains 35928 members 
Mstep: Class 20 contains 37976 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38965 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4557 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5674 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39487 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4952 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 28522 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37117 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4527 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 18472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783344.000000 Penalty: 98713.132812
Iteration 240F: 47 clusters Score -4.978334e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 29434 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23876 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15710 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 38717 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 49244 members 
Mstep: Class 18 contains 23169 members 
Mstep: Class 19 contains 35749 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38967 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4557 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39488 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 29139 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37106 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4541 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 18649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784060.000000 Penalty: 98713.132812
Iteration 241Q: 47 clusters Score -4.978406e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 29433 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23878 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15706 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 38028 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 23202 members 
Mstep: Class 19 contains 35562 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38963 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4557 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39482 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 29904 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37092 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4547 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9342 members 
Mstep: Class 46 contains 18797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784632.000000 Penalty: 98713.132812
Iteration 242Q: 47 clusters Score -4.978463e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29430 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23877 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15702 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 37361 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 49164 members 
Mstep: Class 18 contains 23201 members 
Mstep: Class 19 contains 35348 members 
Mstep: Class 20 contains 37973 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38961 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4557 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39470 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 30750 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37083 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4551 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9342 members 
Mstep: Class 46 contains 18908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785164.000000 Penalty: 98713.132812
Iteration 243Q: 47 clusters Score -4.978516e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 29430 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23883 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15699 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 36647 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 49172 members 
Mstep: Class 18 contains 23150 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 37974 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38958 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39460 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 31672 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37073 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4553 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9342 members 
Mstep: Class 46 contains 18994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785688.000000 Penalty: 98713.132812
Iteration 244Q: 47 clusters Score -4.978569e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 29433 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 23889 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15695 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 36037 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 49145 members 
Mstep: Class 18 contains 23102 members 
Mstep: Class 19 contains 34900 members 
Mstep: Class 20 contains 37974 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38949 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39449 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 32559 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37079 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4553 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9342 members 
Mstep: Class 46 contains 19030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786264.000000 Penalty: 98713.132812
Iteration 245Q: 47 clusters Score -4.978626e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29433 members 
Mstep: Class 5 contains 7320 members 
Mstep: Class 6 contains 23895 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 35456 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 49130 members 
Mstep: Class 18 contains 23043 members 
Mstep: Class 19 contains 34716 members 
Mstep: Class 20 contains 37974 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 5665 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39436 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 33429 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37061 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4546 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9342 members 
Mstep: Class 46 contains 19042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786540.000000 Penalty: 98713.132812
Iteration 246Q: 47 clusters Score -4.978654e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29433 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15683 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 34872 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 49133 members 
Mstep: Class 18 contains 22995 members 
Mstep: Class 19 contains 34571 members 
Mstep: Class 20 contains 37974 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38945 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 5665 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39420 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 34264 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37058 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4535 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9343 members 
Mstep: Class 46 contains 19017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787008.000000 Penalty: 98713.132812
Iteration 247Q: 47 clusters Score -4.978701e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29432 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23905 members 
Mstep: Class 7 contains 19796 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15683 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 34298 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 17 contains 49097 members 
Mstep: Class 18 contains 22962 members 
Mstep: Class 19 contains 34459 members 
Mstep: Class 20 contains 37973 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39406 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 35109 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37042 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4517 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787744.000000 Penalty: 98713.132812
Iteration 248Q: 47 clusters Score -4.978774e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29430 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23909 members 
Mstep: Class 7 contains 19796 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15678 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 33537 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 49017 members 
Mstep: Class 18 contains 22933 members 
Mstep: Class 19 contains 34388 members 
Mstep: Class 20 contains 37970 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38945 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39401 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 36151 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37035 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4503 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788480.000000 Penalty: 98713.132812
Iteration 249Q: 47 clusters Score -4.978848e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29430 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23915 members 
Mstep: Class 7 contains 19796 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15669 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 32511 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 48952 members 
Mstep: Class 18 contains 22901 members 
Mstep: Class 19 contains 34313 members 
Mstep: Class 20 contains 37971 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 38945 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39401 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 37427 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37037 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4503 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9343 members 
Mstep: Class 46 contains 18835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788232.000000 Penalty: 98713.132812
Iteration 250Q: 47 clusters Score -4.978823e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29431 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23924 members 
Mstep: Class 7 contains 19794 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15664 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 31236 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 48946 members 
Mstep: Class 18 contains 22856 members 
Mstep: Class 19 contains 34272 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 39398 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 38820 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37025 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4554 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786880.000000 Penalty: 98713.132812
Iteration 251Q: 47 clusters Score -4.978688e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29432 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23928 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 30054 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 49013 members 
Mstep: Class 18 contains 22800 members 
Mstep: Class 19 contains 34245 members 
Mstep: Class 20 contains 37973 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39390 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 39986 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37028 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4642 members 
Mstep: Class 44 contains 5031 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785592.000000 Penalty: 98713.132812
Iteration 252Q: 47 clusters Score -4.978559e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29430 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23933 members 
Mstep: Class 7 contains 19791 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15661 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 29174 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 49191 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39383 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 40665 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37022 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4754 members 
Mstep: Class 44 contains 5032 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784540.000000 Penalty: 98713.132812
Iteration 253Q: 47 clusters Score -4.978454e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29429 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23933 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15661 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 28724 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 49410 members 
Mstep: Class 18 contains 22737 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 37976 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38949 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5664 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39381 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 40866 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37020 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4852 members 
Mstep: Class 44 contains 5034 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784112.000000 Penalty: 98713.132812
Iteration 254Q: 47 clusters Score -4.978411e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29427 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 23933 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15661 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 28699 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 49532 members 
Mstep: Class 18 contains 22683 members 
Mstep: Class 19 contains 34340 members 
Mstep: Class 20 contains 37976 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38951 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5663 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39380 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 40774 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37024 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 4929 members 
Mstep: Class 44 contains 5034 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783968.000000 Penalty: 98713.132812
Iteration 255Q: 47 clusters Score -4.978397e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29424 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 23934 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15658 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 28905 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 49575 members 
Mstep: Class 18 contains 22639 members 
Mstep: Class 19 contains 34390 members 
Mstep: Class 20 contains 37977 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38951 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5661 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39379 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 40528 members 
Mstep: Class 37 contains 3564 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37017 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4976 members 
Mstep: Class 44 contains 5035 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784204.000000 Penalty: 98713.132812
Iteration 256Q: 47 clusters Score -4.97842e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29424 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 23937 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15655 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 29331 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 49572 members 
Mstep: Class 18 contains 22605 members 
Mstep: Class 19 contains 34426 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38955 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5658 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 39375 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 40137 members 
Mstep: Class 37 contains 3563 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37007 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4989 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784316.000000 Penalty: 98713.132812
Iteration 257Q: 47 clusters Score -4.978432e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 23941 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15654 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 29904 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 49549 members 
Mstep: Class 18 contains 22569 members 
Mstep: Class 19 contains 34459 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38954 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39372 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 39628 members 
Mstep: Class 37 contains 3562 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 37002 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4979 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784636.000000 Penalty: 98713.132812
Iteration 258Q: 47 clusters Score -4.978464e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 23945 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 30509 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5569 members 
Mstep: Class 17 contains 49518 members 
Mstep: Class 18 contains 22535 members 
Mstep: Class 19 contains 34479 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38956 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 39369 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 39130 members 
Mstep: Class 37 contains 3562 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36987 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4939 members 
Mstep: Class 44 contains 5035 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784968.000000 Penalty: 98713.132812
Iteration 259Q: 47 clusters Score -4.978497e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 23946 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15656 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 31229 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5568 members 
Mstep: Class 17 contains 49471 members 
Mstep: Class 18 contains 22499 members 
Mstep: Class 19 contains 34490 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38953 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 38548 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36972 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4895 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785272.000000 Penalty: 98713.132812
Iteration 260F: 47 clusters Score -4.978527e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23947 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15658 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 32023 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 49376 members 
Mstep: Class 18 contains 22453 members 
Mstep: Class 19 contains 34487 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38959 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39368 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 37975 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36956 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4832 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785884.000000 Penalty: 98713.132812
Iteration 261Q: 47 clusters Score -4.978588e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29424 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15659 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 32823 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 17 contains 49297 members 
Mstep: Class 18 contains 22420 members 
Mstep: Class 19 contains 34502 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38958 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 37352 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36939 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4777 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786156.000000 Penalty: 98713.132812
Iteration 262Q: 47 clusters Score -4.978616e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29424 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23949 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15659 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 33622 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5565 members 
Mstep: Class 17 contains 49222 members 
Mstep: Class 18 contains 22389 members 
Mstep: Class 19 contains 34521 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38957 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 36722 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36928 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4726 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9344 members 
Mstep: Class 46 contains 18372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786528.000000 Penalty: 98713.132812
Iteration 263Q: 47 clusters Score -4.978653e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23954 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15660 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 34405 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 49165 members 
Mstep: Class 18 contains 22360 members 
Mstep: Class 19 contains 34502 members 
Mstep: Class 20 contains 37980 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 38951 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39360 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 36120 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36930 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 4660 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786988.000000 Penalty: 98713.132812
Iteration 264Q: 47 clusters Score -4.978699e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23959 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15660 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 35316 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 49099 members 
Mstep: Class 18 contains 22343 members 
Mstep: Class 19 contains 34479 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39354 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 35391 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36934 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 4608 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787696.000000 Penalty: 98713.132812
Iteration 265Q: 47 clusters Score -4.97877e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23957 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15666 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 36408 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 22336 members 
Mstep: Class 19 contains 34537 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39354 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 34378 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36922 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 4549 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788228.000000 Penalty: 98713.132812
Iteration 266Q: 47 clusters Score -4.978823e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29424 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23960 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15669 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 37508 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 49042 members 
Mstep: Class 18 contains 22354 members 
Mstep: Class 19 contains 34711 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38949 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39349 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 33200 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36904 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 4503 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787852.000000 Penalty: 98713.132812
Iteration 267Q: 47 clusters Score -4.978785e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29424 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23961 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15672 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 38558 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 49043 members 
Mstep: Class 18 contains 22385 members 
Mstep: Class 19 contains 34969 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38958 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39357 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 31888 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36886 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 4475 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786856.000000 Penalty: 98713.132812
Iteration 268Q: 47 clusters Score -4.978686e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 23958 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15678 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 39553 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 49062 members 
Mstep: Class 18 contains 22454 members 
Mstep: Class 19 contains 35259 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38957 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5658 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39360 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 30495 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36869 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 4458 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785328.000000 Penalty: 98713.132812
Iteration 269Q: 47 clusters Score -4.978533e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 29424 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23960 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15682 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 40265 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 49030 members 
Mstep: Class 18 contains 22577 members 
Mstep: Class 19 contains 35555 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38960 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39356 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29285 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36865 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4477 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784060.000000 Penalty: 98713.132812
Iteration 270Q: 47 clusters Score -4.978406e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 29421 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23960 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15681 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 40550 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 49033 members 
Mstep: Class 18 contains 22716 members 
Mstep: Class 19 contains 35780 members 
Mstep: Class 20 contains 37973 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38958 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5661 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39358 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 28470 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36877 members 
Mstep: Class 42 contains 1444 members 
Mstep: Class 43 contains 4488 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783272.000000 Penalty: 98713.132812
Iteration 271Q: 47 clusters Score -4.978327e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 29421 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23958 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15683 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 40397 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 49140 members 
Mstep: Class 18 contains 22844 members 
Mstep: Class 19 contains 35845 members 
Mstep: Class 20 contains 37973 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5663 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 28087 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36880 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4512 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782684.000000 Penalty: 98713.132812
Iteration 272Q: 47 clusters Score -4.978268e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 29421 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23962 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15683 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39997 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 49191 members 
Mstep: Class 18 contains 22967 members 
Mstep: Class 19 contains 35791 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 28127 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36887 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4531 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782732.000000 Penalty: 98713.132812
Iteration 273Q: 47 clusters Score -4.978273e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 29421 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23961 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15688 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39407 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 49268 members 
Mstep: Class 18 contains 23059 members 
Mstep: Class 19 contains 35708 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38952 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 28455 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36887 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4542 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783240.000000 Penalty: 98713.132812
Iteration 274Q: 47 clusters Score -4.978324e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 29418 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23960 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15686 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 38764 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 49304 members 
Mstep: Class 18 contains 23099 members 
Mstep: Class 19 contains 35558 members 
Mstep: Class 20 contains 37973 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38954 members 
Mstep: Class 24 contains 4329 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 39362 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29007 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36899 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4554 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783748.000000 Penalty: 98713.132812
Iteration 275Q: 47 clusters Score -4.978375e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 29416 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23960 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15681 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 38091 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 49304 members 
Mstep: Class 18 contains 23125 members 
Mstep: Class 19 contains 35414 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 4329 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39364 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29701 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36897 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4556 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784192.000000 Penalty: 98713.132812
Iteration 276Q: 47 clusters Score -4.978419e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23958 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15676 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37411 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 49294 members 
Mstep: Class 18 contains 23139 members 
Mstep: Class 19 contains 35217 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4329 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5665 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39364 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30496 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36896 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4555 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785052.000000 Penalty: 98713.132812
Iteration 277Q: 47 clusters Score -4.978505e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23951 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15668 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36730 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 49276 members 
Mstep: Class 18 contains 23106 members 
Mstep: Class 19 contains 35039 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38939 members 
Mstep: Class 24 contains 4329 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5665 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31375 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36892 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4554 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785356.000000 Penalty: 98713.132812
Iteration 278Q: 47 clusters Score -4.978536e+07 nChanged 1595
Entering ConstructFrom: 
Score: -49785356.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -327672.187500 Penalty: 1324.310303
	Iteration 0F: 2 clusters Score -327672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -324694.031250 Penalty: 2648.620605
	Iteration 0F: 3 clusters Score -324694 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -325438.437500 Penalty: 2648.620605
	Iteration 1F: 3 clusters Score -325438.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -325599.843750 Penalty: 2648.620605
	Iteration 2F: 3 clusters Score -325599.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -325667.406250 Penalty: 2648.620605
	Iteration 3Q: 3 clusters Score -325667.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -325706.468750 Penalty: 2648.620605
	Iteration 4Q: 3 clusters Score -325706.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -325734.906250 Penalty: 2648.620605
	Iteration 5Q: 3 clusters Score -325734.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -325754.250000 Penalty: 2648.620605
	Iteration 6Q: 3 clusters Score -325754.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -325770.968750 Penalty: 2648.620605
	Iteration 7Q: 3 clusters Score -325771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -325782.687500 Penalty: 2648.620605
	Iteration 8Q: 3 clusters Score -325782.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -325792.625000 Penalty: 2648.620605
	Iteration 9Q: 3 clusters Score -325792.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -325803.687500 Penalty: 2648.620605
	Iteration 10Q: 3 clusters Score -325803.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -325814.250000 Penalty: 2648.620605
	Iteration 11Q: 3 clusters Score -325814.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -325820.218750 Penalty: 2648.620605
	Iteration 12Q: 3 clusters Score -325820.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -325828.031250 Penalty: 2648.620605
	Iteration 13Q: 3 clusters Score -325828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -325833.906250 Penalty: 2648.620605
	Iteration 14Q: 3 clusters Score -325833.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -325838.281250 Penalty: 2648.620605
	Iteration 15Q: 3 clusters Score -325838.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -325840.312500 Penalty: 2648.620605
	Iteration 16Q: 3 clusters Score -325840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -325843.187500 Penalty: 2648.620605
	Iteration 17Q: 3 clusters Score -325843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -325844.656250 Penalty: 2648.620605
	Iteration 18Q: 3 clusters Score -325844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -325844.812500 Penalty: 2648.620605
	Iteration 19Q: 3 clusters Score -325844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -325845.937500 Penalty: 2648.620605
	Iteration 20F: 3 clusters Score -325845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -325847.875000 Penalty: 2648.620605
	Iteration 21Q: 3 clusters Score -325847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -325848.468750 Penalty: 2648.620605
	Iteration 22Q: 3 clusters Score -325848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -325849.375000 Penalty: 2648.620605
	Iteration 23Q: 3 clusters Score -325849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -325850.375000 Penalty: 2648.620605
	Iteration 24Q: 3 clusters Score -325850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -325851.625000 Penalty: 2648.620605
	Iteration 25Q: 3 clusters Score -325851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -325855.000000 Penalty: 2648.620605
	Iteration 26Q: 3 clusters Score -325855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -325859.968750 Penalty: 2648.620605
	Iteration 27Q: 3 clusters Score -325860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -325865.843750 Penalty: 2648.620605
	Iteration 28Q: 3 clusters Score -325865.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -325872.750000 Penalty: 2648.620605
	Iteration 29Q: 3 clusters Score -325872.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -325885.000000 Penalty: 2648.620605
	Iteration 30Q: 3 clusters Score -325885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -325901.937500 Penalty: 2648.620605
	Iteration 31Q: 3 clusters Score -325901.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -325927.781250 Penalty: 2648.620605
	Iteration 32Q: 3 clusters Score -325927.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -325952.031250 Penalty: 2648.620605
	Iteration 33Q: 3 clusters Score -325952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -325970.906250 Penalty: 2648.620605
	Iteration 34Q: 3 clusters Score -325970.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -325987.656250 Penalty: 2648.620605
	Iteration 35Q: 3 clusters Score -325987.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -326007.187500 Penalty: 2648.620605
	Iteration 36Q: 3 clusters Score -326007.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -326026.750000 Penalty: 2648.620605
	Iteration 37Q: 3 clusters Score -326026.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -326053.062500 Penalty: 2648.620605
	Iteration 38Q: 3 clusters Score -326053.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -326091.718750 Penalty: 2648.620605
	Iteration 39Q: 3 clusters Score -326091.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -326133.656250 Penalty: 2648.620605
	Iteration 40F: 3 clusters Score -326133.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -326182.625000 Penalty: 2648.620605
	Iteration 41Q: 3 clusters Score -326182.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -326231.750000 Penalty: 2648.620605
	Iteration 42Q: 3 clusters Score -326231.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -326282.125000 Penalty: 2648.620605
	Iteration 43Q: 3 clusters Score -326282.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -326351.406250 Penalty: 2648.620605
	Iteration 44Q: 3 clusters Score -326351.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -326431.406250 Penalty: 2648.620605
	Iteration 45Q: 3 clusters Score -326431.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -326522.375000 Penalty: 2648.620605
	Iteration 46Q: 3 clusters Score -326522.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -326614.656250 Penalty: 2648.620605
	Iteration 47Q: 3 clusters Score -326614.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -326676.687500 Penalty: 2648.620605
	Iteration 48Q: 3 clusters Score -326676.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -326739.500000 Penalty: 2648.620605
	Iteration 49Q: 3 clusters Score -326739.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -326775.718750 Penalty: 2648.620605
	Iteration 50Q: 3 clusters Score -326775.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -326799.937500 Penalty: 2648.620605
	Iteration 51Q: 3 clusters Score -326799.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -326824.312500 Penalty: 2648.620605
	Iteration 52Q: 3 clusters Score -326824.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -326849.750000 Penalty: 2648.620605
	Iteration 53Q: 3 clusters Score -326849.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -326864.906250 Penalty: 2648.620605
	Iteration 54Q: 3 clusters Score -326864.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -326876.750000 Penalty: 2648.620605
	Iteration 55Q: 3 clusters Score -326876.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -326885.656250 Penalty: 2648.620605
	Iteration 56Q: 3 clusters Score -326885.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -326890.906250 Penalty: 2648.620605
	Iteration 57Q: 3 clusters Score -326890.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -326895.406250 Penalty: 2648.620605
	Iteration 58Q: 3 clusters Score -326895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -326897.656250 Penalty: 2648.620605
	Iteration 59Q: 3 clusters Score -326897.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -326899.968750 Penalty: 2648.620605
	Iteration 60F: 3 clusters Score -326900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -326900.687500 Penalty: 2648.620605
	Iteration 61Q: 3 clusters Score -326900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -326904.250000 Penalty: 2648.620605
	Iteration 62Q: 3 clusters Score -326904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -326904.968750 Penalty: 2648.620605
	Iteration 63Q: 3 clusters Score -326905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -326905.906250 Penalty: 2648.620605
	Iteration 64Q: 3 clusters Score -326905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -326905.781250 Penalty: 2648.620605
	Iteration 65Q: 3 clusters Score -326905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -326905.968750 Penalty: 2648.620605
	Iteration 66Q: 3 clusters Score -326906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -326907.031250 Penalty: 2648.620605
	Iteration 67Q: 3 clusters Score -326907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -326907.281250 Penalty: 2648.620605
	Iteration 68Q: 3 clusters Score -326907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -326907.281250 Penalty: 2648.620605
	Iteration 69F: 3 clusters Score -326907.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -92324.117188 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -92324.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90831.492188 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -90831.49 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91254.703125 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -91254.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91488.882812 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -91488.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -91631.898438 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -91631.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91751.484375 Penalty: 2302.101074
	Iteration 4F: 3 clusters Score -91751.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91904.093750 Penalty: 2302.101074
	Iteration 5F: 3 clusters Score -91904.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92113.679688 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -92113.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92224.335938 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -92224.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92310.507812 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -92310.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92358.476562 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -92358.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92374.500000 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -92374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92380.968750 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -92380.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92384.875000 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -92384.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92393.296875 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -92393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92394.804688 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -92394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92409.398438 Penalty: 2302.101074
	Iteration 15F: 3 clusters Score -92409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92427.078125 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -92427.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92429.859375 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -92429.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92431.250000 Penalty: 2302.101074
	Iteration 18Q: 3 clusters Score -92431.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -92432.273438 Penalty: 2302.101074
	Iteration 19Q: 3 clusters Score -92432.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92433.203125 Penalty: 2302.101074
	Iteration 20F: 3 clusters Score -92433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 879 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23951 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15663 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 49223 members 
Mstep: Class 18 contains 23063 members 
Mstep: Class 19 contains 34855 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39369 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32271 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36902 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4559 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19558 members 
Mstep: Class 47 contains 313 members 
Entering Unmasked Estep 
Score: -49784812.000000 Penalty: 100859.070312
Splitting cluster 2 changes total score from -49785356.000000 to -49784812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -607580.750000 Penalty: 1427.077515
	Iteration 0F: 2 clusters Score -607580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -602635.562500 Penalty: 2854.155029
	Iteration 0F: 3 clusters Score -602635.6 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -604332.687500 Penalty: 2854.155029
	Iteration 1F: 3 clusters Score -604332.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -604819.250000 Penalty: 2854.155029
	Iteration 2F: 3 clusters Score -604819.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -605251.562500 Penalty: 2854.155029
	Iteration 3F: 3 clusters Score -605251.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -605559.500000 Penalty: 2854.155029
	Iteration 4F: 3 clusters Score -605559.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -605808.937500 Penalty: 2854.155029
	Iteration 5F: 3 clusters Score -605808.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -606030.750000 Penalty: 2854.155029
	Iteration 6F: 3 clusters Score -606030.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -606270.437500 Penalty: 2854.155029
	Iteration 7F: 3 clusters Score -606270.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -606516.812500 Penalty: 2854.155029
	Iteration 8Q: 3 clusters Score -606516.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -606732.000000 Penalty: 2854.155029
	Iteration 9Q: 3 clusters Score -606732 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -606910.875000 Penalty: 2854.155029
	Iteration 10Q: 3 clusters Score -606910.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -607046.000000 Penalty: 2854.155029
	Iteration 11Q: 3 clusters Score -607046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -607159.500000 Penalty: 2854.155029
	Iteration 12Q: 3 clusters Score -607159.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -607240.812500 Penalty: 2854.155029
	Iteration 13Q: 3 clusters Score -607240.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -607304.812500 Penalty: 2854.155029
	Iteration 14Q: 3 clusters Score -607304.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -607339.500000 Penalty: 2854.155029
	Iteration 15Q: 3 clusters Score -607339.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -607363.000000 Penalty: 2854.155029
	Iteration 16Q: 3 clusters Score -607363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -607382.437500 Penalty: 2854.155029
	Iteration 17Q: 3 clusters Score -607382.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -607398.375000 Penalty: 2854.155029
	Iteration 18Q: 3 clusters Score -607398.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -607413.875000 Penalty: 2854.155029
	Iteration 19Q: 3 clusters Score -607413.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -607427.562500 Penalty: 2854.155029
	Iteration 20F: 3 clusters Score -607427.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -607441.937500 Penalty: 2854.155029
	Iteration 21Q: 3 clusters Score -607441.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -607462.187500 Penalty: 2854.155029
	Iteration 22Q: 3 clusters Score -607462.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -607487.375000 Penalty: 2854.155029
	Iteration 23Q: 3 clusters Score -607487.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -607508.437500 Penalty: 2854.155029
	Iteration 24Q: 3 clusters Score -607508.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -607530.937500 Penalty: 2854.155029
	Iteration 25Q: 3 clusters Score -607530.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -607553.625000 Penalty: 2854.155029
	Iteration 26Q: 3 clusters Score -607553.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -607567.250000 Penalty: 2854.155029
	Iteration 27Q: 3 clusters Score -607567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -607579.687500 Penalty: 2854.155029
	Iteration 28Q: 3 clusters Score -607579.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -607588.500000 Penalty: 2854.155029
	Iteration 29Q: 3 clusters Score -607588.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -607596.875000 Penalty: 2854.155029
	Iteration 30Q: 3 clusters Score -607596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -607599.437500 Penalty: 2854.155029
	Iteration 31Q: 3 clusters Score -607599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -607601.000000 Penalty: 2854.155029
	Iteration 32Q: 3 clusters Score -607601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -607601.750000 Penalty: 2854.155029
	Iteration 33Q: 3 clusters Score -607601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -607602.375000 Penalty: 2854.155029
	Iteration 34Q: 3 clusters Score -607602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -607602.375000 Penalty: 2854.155029
	Iteration 35F: 3 clusters Score -607602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23951 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15663 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 49223 members 
Mstep: Class 18 contains 23063 members 
Mstep: Class 19 contains 34855 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39369 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32271 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36902 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4559 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19558 members 
Mstep: Class 47 contains 692 members 
Entering Unmasked Estep 
Score: -49785008.000000 Penalty: 100859.070312
Splitting cluster 3 changes total score from -49785356.000000 to -49785008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Entering Unmasked Estep 
Score: -2830039.000000 Penalty: 1672.004761
	Iteration 0F: 2 clusters Score -2830039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2810259.000000 Penalty: 3344.009521
	Iteration 0F: 3 clusters Score -2810259 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2817855.250000 Penalty: 3344.009521
	Iteration 1F: 3 clusters Score -2817855 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2818337.500000 Penalty: 3344.009521
	Iteration 2Q: 3 clusters Score -2818338 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2818923.000000 Penalty: 3344.009521
	Iteration 3Q: 3 clusters Score -2818923 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2819609.250000 Penalty: 3344.009521
	Iteration 4Q: 3 clusters Score -2819609 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2820439.000000 Penalty: 3344.009521
	Iteration 5F: 3 clusters Score -2820439 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2821467.000000 Penalty: 3344.009521
	Iteration 6F: 3 clusters Score -2821467 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2822514.500000 Penalty: 3344.009521
	Iteration 7F: 3 clusters Score -2822514 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2823438.250000 Penalty: 3344.009521
	Iteration 8F: 3 clusters Score -2823438 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2824319.000000 Penalty: 3344.009521
	Iteration 9Q: 3 clusters Score -2824319 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2825091.000000 Penalty: 3344.009521
	Iteration 10Q: 3 clusters Score -2825091 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2825775.500000 Penalty: 3344.009521
	Iteration 11Q: 3 clusters Score -2825776 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2826339.750000 Penalty: 3344.009521
	Iteration 12Q: 3 clusters Score -2826340 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2826708.000000 Penalty: 3344.009521
	Iteration 13Q: 3 clusters Score -2826708 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2826968.500000 Penalty: 3344.009521
	Iteration 14Q: 3 clusters Score -2826968 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2827158.500000 Penalty: 3344.009521
	Iteration 15Q: 3 clusters Score -2827158 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2827324.750000 Penalty: 3344.009521
	Iteration 16Q: 3 clusters Score -2827325 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2827463.000000 Penalty: 3344.009521
	Iteration 17Q: 3 clusters Score -2827463 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2827605.250000 Penalty: 3344.009521
	Iteration 18Q: 3 clusters Score -2827605 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2827723.000000 Penalty: 3344.009521
	Iteration 19Q: 3 clusters Score -2827723 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2827825.500000 Penalty: 3344.009521
	Iteration 20F: 3 clusters Score -2827826 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -2827904.750000 Penalty: 3344.009521
	Iteration 21Q: 3 clusters Score -2827905 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2827990.750000 Penalty: 3344.009521
	Iteration 22Q: 3 clusters Score -2827991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -2828058.250000 Penalty: 3344.009521
	Iteration 23Q: 3 clusters Score -2828058 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2828099.500000 Penalty: 3344.009521
	Iteration 24Q: 3 clusters Score -2828100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -2828153.250000 Penalty: 3344.009521
	Iteration 25Q: 3 clusters Score -2828153 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2828200.000000 Penalty: 3344.009521
	Iteration 26Q: 3 clusters Score -2828200 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2828252.000000 Penalty: 3344.009521
	Iteration 27Q: 3 clusters Score -2828252 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -2828289.000000 Penalty: 3344.009521
	Iteration 28Q: 3 clusters Score -2828289 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -2828326.000000 Penalty: 3344.009521
	Iteration 29Q: 3 clusters Score -2828326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2828357.250000 Penalty: 3344.009521
	Iteration 30Q: 3 clusters Score -2828357 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -2828384.250000 Penalty: 3344.009521
	Iteration 31Q: 3 clusters Score -2828384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2828399.750000 Penalty: 3344.009521
	Iteration 32Q: 3 clusters Score -2828400 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -2828423.000000 Penalty: 3344.009521
	Iteration 33Q: 3 clusters Score -2828423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2828420.750000 Penalty: 3344.009521
	Iteration 34Q: 3 clusters Score -2828421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2828429.500000 Penalty: 3344.009521
	Iteration 35Q: 3 clusters Score -2828430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -2828451.750000 Penalty: 3344.009521
	Iteration 36Q: 3 clusters Score -2828452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -2828462.250000 Penalty: 3344.009521
	Iteration 37Q: 3 clusters Score -2828462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -2828468.500000 Penalty: 3344.009521
	Iteration 38Q: 3 clusters Score -2828468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -2828481.750000 Penalty: 3344.009521
	Iteration 39Q: 3 clusters Score -2828482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -2828496.250000 Penalty: 3344.009521
	Iteration 40F: 3 clusters Score -2828496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -2828495.750000 Penalty: 3344.009521
	Iteration 41Q: 3 clusters Score -2828496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2828505.250000 Penalty: 3344.009521
	Iteration 42Q: 3 clusters Score -2828505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -2828515.000000 Penalty: 3344.009521
	Iteration 43Q: 3 clusters Score -2828515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -2828516.250000 Penalty: 3344.009521
	Iteration 44Q: 3 clusters Score -2828516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -2828527.750000 Penalty: 3344.009521
	Iteration 45Q: 3 clusters Score -2828528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -2828534.250000 Penalty: 3344.009521
	Iteration 46Q: 3 clusters Score -2828534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -2828548.500000 Penalty: 3344.009521
	Iteration 47Q: 3 clusters Score -2828548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -2828557.500000 Penalty: 3344.009521
	Iteration 48Q: 3 clusters Score -2828558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -2828566.250000 Penalty: 3344.009521
	Iteration 49Q: 3 clusters Score -2828566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -2828580.000000 Penalty: 3344.009521
	Iteration 50Q: 3 clusters Score -2828580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2828595.000000 Penalty: 3344.009521
	Iteration 51Q: 3 clusters Score -2828595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -2828607.000000 Penalty: 3344.009521
	Iteration 52Q: 3 clusters Score -2828607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2828611.750000 Penalty: 3344.009521
	Iteration 53Q: 3 clusters Score -2828612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2828614.750000 Penalty: 3344.009521
	Iteration 54Q: 3 clusters Score -2828615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2828623.250000 Penalty: 3344.009521
	Iteration 55Q: 3 clusters Score -2828623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -2828623.750000 Penalty: 3344.009521
	Iteration 56Q: 3 clusters Score -2828624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2828626.500000 Penalty: 3344.009521
	Iteration 57Q: 3 clusters Score -2828626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2828625.250000 Penalty: 3344.009521
	Iteration 58Q: 3 clusters Score -2828625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2828632.500000 Penalty: 3344.009521
	Iteration 59Q: 3 clusters Score -2828632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -2828638.750000 Penalty: 3344.009521
	Iteration 60F: 3 clusters Score -2828639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2828646.250000 Penalty: 3344.009521
	Iteration 61Q: 3 clusters Score -2828646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -2828647.500000 Penalty: 3344.009521
	Iteration 62Q: 3 clusters Score -2828648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -2828651.750000 Penalty: 3344.009521
	Iteration 63Q: 3 clusters Score -2828652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2828654.250000 Penalty: 3344.009521
	Iteration 64Q: 3 clusters Score -2828654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2828654.250000 Penalty: 3344.009521
	Iteration 65F: 3 clusters Score -2828654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -680436.875000 Penalty: 1445.917847
	Iteration 0F: 2 clusters Score -680436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -675075.187500 Penalty: 2891.835693
	Iteration 0F: 3 clusters Score -675075.2 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -676606.000000 Penalty: 2891.835693
	Iteration 1F: 3 clusters Score -676606 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -676777.062500 Penalty: 2891.835693
	Iteration 2F: 3 clusters Score -676777.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -676905.812500 Penalty: 2891.835693
	Iteration 3Q: 3 clusters Score -676905.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -677022.937500 Penalty: 2891.835693
	Iteration 4Q: 3 clusters Score -677022.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -677124.375000 Penalty: 2891.835693
	Iteration 5Q: 3 clusters Score -677124.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -677208.250000 Penalty: 2891.835693
	Iteration 6Q: 3 clusters Score -677208.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -677286.000000 Penalty: 2891.835693
	Iteration 7Q: 3 clusters Score -677286 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -677357.750000 Penalty: 2891.835693
	Iteration 8Q: 3 clusters Score -677357.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -677438.000000 Penalty: 2891.835693
	Iteration 9Q: 3 clusters Score -677438 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -677528.187500 Penalty: 2891.835693
	Iteration 10Q: 3 clusters Score -677528.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -677614.625000 Penalty: 2891.835693
	Iteration 11Q: 3 clusters Score -677614.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -677720.000000 Penalty: 2891.835693
	Iteration 12Q: 3 clusters Score -677720 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -677831.500000 Penalty: 2891.835693
	Iteration 13Q: 3 clusters Score -677831.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -677976.687500 Penalty: 2891.835693
	Iteration 14Q: 3 clusters Score -677976.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -678138.250000 Penalty: 2891.835693
	Iteration 15Q: 3 clusters Score -678138.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -678320.125000 Penalty: 2891.835693
	Iteration 16Q: 3 clusters Score -678320.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -678517.125000 Penalty: 2891.835693
	Iteration 17Q: 3 clusters Score -678517.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -678696.875000 Penalty: 2891.835693
	Iteration 18Q: 3 clusters Score -678696.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -678849.687500 Penalty: 2891.835693
	Iteration 19Q: 3 clusters Score -678849.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -678975.562500 Penalty: 2891.835693
	Iteration 20F: 3 clusters Score -678975.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -679077.562500 Penalty: 2891.835693
	Iteration 21Q: 3 clusters Score -679077.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -679158.500000 Penalty: 2891.835693
	Iteration 22Q: 3 clusters Score -679158.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -679207.687500 Penalty: 2891.835693
	Iteration 23Q: 3 clusters Score -679207.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -679257.750000 Penalty: 2891.835693
	Iteration 24Q: 3 clusters Score -679257.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -679308.125000 Penalty: 2891.835693
	Iteration 25Q: 3 clusters Score -679308.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -679343.187500 Penalty: 2891.835693
	Iteration 26Q: 3 clusters Score -679343.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -679372.750000 Penalty: 2891.835693
	Iteration 27Q: 3 clusters Score -679372.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -679390.250000 Penalty: 2891.835693
	Iteration 28Q: 3 clusters Score -679390.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -679408.250000 Penalty: 2891.835693
	Iteration 29Q: 3 clusters Score -679408.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -679421.000000 Penalty: 2891.835693
	Iteration 30Q: 3 clusters Score -679421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -679430.750000 Penalty: 2891.835693
	Iteration 31Q: 3 clusters Score -679430.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -679437.562500 Penalty: 2891.835693
	Iteration 32Q: 3 clusters Score -679437.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -679442.562500 Penalty: 2891.835693
	Iteration 33Q: 3 clusters Score -679442.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -679446.562500 Penalty: 2891.835693
	Iteration 34Q: 3 clusters Score -679446.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -679451.312500 Penalty: 2891.835693
	Iteration 35Q: 3 clusters Score -679451.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -679452.937500 Penalty: 2891.835693
	Iteration 36Q: 3 clusters Score -679452.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -679457.125000 Penalty: 2891.835693
	Iteration 37Q: 3 clusters Score -679457.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -679460.187500 Penalty: 2891.835693
	Iteration 38Q: 3 clusters Score -679460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -679462.312500 Penalty: 2891.835693
	Iteration 39Q: 3 clusters Score -679462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -679463.250000 Penalty: 2891.835693
	Iteration 40F: 3 clusters Score -679463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Entering Unmasked Estep 
Score: -2262284.750000 Penalty: 1638.611816
	Iteration 0F: 2 clusters Score -2262285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2246121.250000 Penalty: 3277.223633
	Iteration 0F: 3 clusters Score -2246121 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2252066.000000 Penalty: 3277.223633
	Iteration 1F: 3 clusters Score -2252066 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2252360.500000 Penalty: 3277.223633
	Iteration 2Q: 3 clusters Score -2252360 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2252633.000000 Penalty: 3277.223633
	Iteration 3Q: 3 clusters Score -2252633 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2252882.250000 Penalty: 3277.223633
	Iteration 4Q: 3 clusters Score -2252882 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2253143.000000 Penalty: 3277.223633
	Iteration 5Q: 3 clusters Score -2253143 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2253450.000000 Penalty: 3277.223633
	Iteration 6Q: 3 clusters Score -2253450 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2253768.500000 Penalty: 3277.223633
	Iteration 7Q: 3 clusters Score -2253768 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2254119.500000 Penalty: 3277.223633
	Iteration 8Q: 3 clusters Score -2254120 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2254499.250000 Penalty: 3277.223633
	Iteration 9Q: 3 clusters Score -2254499 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2254942.500000 Penalty: 3277.223633
	Iteration 10Q: 3 clusters Score -2254942 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2255519.250000 Penalty: 3277.223633
	Iteration 11Q: 3 clusters Score -2255519 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2256271.000000 Penalty: 3277.223633
	Iteration 12Q: 3 clusters Score -2256271 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2257059.000000 Penalty: 3277.223633
	Iteration 13Q: 3 clusters Score -2257059 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2257851.000000 Penalty: 3277.223633
	Iteration 14Q: 3 clusters Score -2257851 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2258682.750000 Penalty: 3277.223633
	Iteration 15Q: 3 clusters Score -2258683 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2259418.750000 Penalty: 3277.223633
	Iteration 16Q: 3 clusters Score -2259419 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2259942.250000 Penalty: 3277.223633
	Iteration 17Q: 3 clusters Score -2259942 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2260266.750000 Penalty: 3277.223633
	Iteration 18Q: 3 clusters Score -2260267 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2260476.000000 Penalty: 3277.223633
	Iteration 19Q: 3 clusters Score -2260476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2260605.250000 Penalty: 3277.223633
	Iteration 20F: 3 clusters Score -2260605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -2260685.500000 Penalty: 3277.223633
	Iteration 21Q: 3 clusters Score -2260686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2260743.000000 Penalty: 3277.223633
	Iteration 22Q: 3 clusters Score -2260743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2260780.000000 Penalty: 3277.223633
	Iteration 23Q: 3 clusters Score -2260780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2260803.250000 Penalty: 3277.223633
	Iteration 24Q: 3 clusters Score -2260803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2260839.000000 Penalty: 3277.223633
	Iteration 25Q: 3 clusters Score -2260839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2260850.750000 Penalty: 3277.223633
	Iteration 26Q: 3 clusters Score -2260851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2260858.000000 Penalty: 3277.223633
	Iteration 27Q: 3 clusters Score -2260858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2260867.000000 Penalty: 3277.223633
	Iteration 28Q: 3 clusters Score -2260867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2260873.250000 Penalty: 3277.223633
	Iteration 29Q: 3 clusters Score -2260873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2260874.000000 Penalty: 3277.223633
	Iteration 30Q: 3 clusters Score -2260874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2260873.500000 Penalty: 3277.223633
	Iteration 31Q: 3 clusters Score -2260874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -2260875.500000 Penalty: 3277.223633
	Iteration 32Q: 3 clusters Score -2260876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2260881.000000 Penalty: 3277.223633
	Iteration 33Q: 3 clusters Score -2260881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2260880.750000 Penalty: 3277.223633
	Iteration 34Q: 3 clusters Score -2260881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2260881.250000 Penalty: 3277.223633
	Iteration 35Q: 3 clusters Score -2260881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2260881.000000 Penalty: 3277.223633
	Iteration 36Q: 3 clusters Score -2260881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2260881.000000 Penalty: 3277.223633
	Iteration 37F: 3 clusters Score -2260881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Entering Unmasked Estep 
Score: -1837580.250000 Penalty: 1607.584961
	Iteration 0F: 2 clusters Score -1837580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1824054.125000 Penalty: 3215.169922
	Iteration 0F: 3 clusters Score -1824054 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1829119.000000 Penalty: 3215.169922
	Iteration 1F: 3 clusters Score -1829119 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1829609.875000 Penalty: 3215.169922
	Iteration 2F: 3 clusters Score -1829610 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1830103.250000 Penalty: 3215.169922
	Iteration 3F: 3 clusters Score -1830103 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1830690.750000 Penalty: 3215.169922
	Iteration 4F: 3 clusters Score -1830691 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1831414.125000 Penalty: 3215.169922
	Iteration 5F: 3 clusters Score -1831414 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1832217.750000 Penalty: 3215.169922
	Iteration 6F: 3 clusters Score -1832218 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1833020.000000 Penalty: 3215.169922
	Iteration 7F: 3 clusters Score -1833020 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1833726.875000 Penalty: 3215.169922
	Iteration 8Q: 3 clusters Score -1833727 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1834323.000000 Penalty: 3215.169922
	Iteration 9Q: 3 clusters Score -1834323 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1834800.750000 Penalty: 3215.169922
	Iteration 10Q: 3 clusters Score -1834801 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1835158.250000 Penalty: 3215.169922
	Iteration 11Q: 3 clusters Score -1835158 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1835436.750000 Penalty: 3215.169922
	Iteration 12Q: 3 clusters Score -1835437 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1835642.875000 Penalty: 3215.169922
	Iteration 13Q: 3 clusters Score -1835643 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1835818.500000 Penalty: 3215.169922
	Iteration 14Q: 3 clusters Score -1835818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1835946.750000 Penalty: 3215.169922
	Iteration 15Q: 3 clusters Score -1835947 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1836028.625000 Penalty: 3215.169922
	Iteration 16Q: 3 clusters Score -1836029 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1836096.125000 Penalty: 3215.169922
	Iteration 17Q: 3 clusters Score -1836096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1836146.375000 Penalty: 3215.169922
	Iteration 18Q: 3 clusters Score -1836146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1836195.500000 Penalty: 3215.169922
	Iteration 19Q: 3 clusters Score -1836196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1836225.375000 Penalty: 3215.169922
	Iteration 20F: 3 clusters Score -1836225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1836247.375000 Penalty: 3215.169922
	Iteration 21Q: 3 clusters Score -1836247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1836260.250000 Penalty: 3215.169922
	Iteration 22Q: 3 clusters Score -1836260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1836276.000000 Penalty: 3215.169922
	Iteration 23Q: 3 clusters Score -1836276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1836282.250000 Penalty: 3215.169922
	Iteration 24Q: 3 clusters Score -1836282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1836289.875000 Penalty: 3215.169922
	Iteration 25Q: 3 clusters Score -1836290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1836298.875000 Penalty: 3215.169922
	Iteration 26Q: 3 clusters Score -1836299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1836307.250000 Penalty: 3215.169922
	Iteration 27Q: 3 clusters Score -1836307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1836313.625000 Penalty: 3215.169922
	Iteration 28Q: 3 clusters Score -1836314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1836321.000000 Penalty: 3215.169922
	Iteration 29Q: 3 clusters Score -1836321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1836323.250000 Penalty: 3215.169922
	Iteration 30Q: 3 clusters Score -1836323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1836323.625000 Penalty: 3215.169922
	Iteration 31Q: 3 clusters Score -1836324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1836322.875000 Penalty: 3215.169922
	Iteration 32Q: 3 clusters Score -1836323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1836327.250000 Penalty: 3215.169922
	Iteration 33Q: 3 clusters Score -1836327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1836325.375000 Penalty: 3215.169922
	Iteration 34Q: 3 clusters Score -1836325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1836326.250000 Penalty: 3215.169922
	Iteration 35Q: 3 clusters Score -1836326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1836328.000000 Penalty: 3215.169922
	Iteration 36Q: 3 clusters Score -1836328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1836330.875000 Penalty: 3215.169922
	Iteration 37Q: 3 clusters Score -1836331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1836331.250000 Penalty: 3215.169922
	Iteration 38Q: 3 clusters Score -1836331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1836330.375000 Penalty: 3215.169922
	Iteration 39Q: 3 clusters Score -1836330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1836330.875000 Penalty: 3215.169922
	Iteration 40F: 3 clusters Score -1836331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -245572.062500 Penalty: 1282.280518
	Iteration 0F: 2 clusters Score -245572.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -243076.750000 Penalty: 2564.561035
	Iteration 0F: 3 clusters Score -243076.8 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -243708.625000 Penalty: 2564.561035
	Iteration 1F: 3 clusters Score -243708.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -243864.328125 Penalty: 2564.561035
	Iteration 2F: 3 clusters Score -243864.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -243993.718750 Penalty: 2564.561035
	Iteration 3F: 3 clusters Score -243993.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -244131.609375 Penalty: 2564.561035
	Iteration 4F: 3 clusters Score -244131.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -244256.875000 Penalty: 2564.561035
	Iteration 5F: 3 clusters Score -244256.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -244342.187500 Penalty: 2564.561035
	Iteration 6Q: 3 clusters Score -244342.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -244399.796875 Penalty: 2564.561035
	Iteration 7Q: 3 clusters Score -244399.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -244468.843750 Penalty: 2564.561035
	Iteration 8Q: 3 clusters Score -244468.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -244551.156250 Penalty: 2564.561035
	Iteration 9Q: 3 clusters Score -244551.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -244634.515625 Penalty: 2564.561035
	Iteration 10Q: 3 clusters Score -244634.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -244703.625000 Penalty: 2564.561035
	Iteration 11Q: 3 clusters Score -244703.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -244757.265625 Penalty: 2564.561035
	Iteration 12Q: 3 clusters Score -244757.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -244803.703125 Penalty: 2564.561035
	Iteration 13Q: 3 clusters Score -244803.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -244843.281250 Penalty: 2564.561035
	Iteration 14Q: 3 clusters Score -244843.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -244874.093750 Penalty: 2564.561035
	Iteration 15Q: 3 clusters Score -244874.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -244904.546875 Penalty: 2564.561035
	Iteration 16Q: 3 clusters Score -244904.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -244925.156250 Penalty: 2564.561035
	Iteration 17Q: 3 clusters Score -244925.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -244934.109375 Penalty: 2564.561035
	Iteration 18Q: 3 clusters Score -244934.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -244941.609375 Penalty: 2564.561035
	Iteration 19Q: 3 clusters Score -244941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -244951.156250 Penalty: 2564.561035
	Iteration 20F: 3 clusters Score -244951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -244956.125000 Penalty: 2564.561035
	Iteration 21Q: 3 clusters Score -244956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -244960.953125 Penalty: 2564.561035
	Iteration 22Q: 3 clusters Score -244961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -244967.078125 Penalty: 2564.561035
	Iteration 23Q: 3 clusters Score -244967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -244971.437500 Penalty: 2564.561035
	Iteration 24Q: 3 clusters Score -244971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -244976.093750 Penalty: 2564.561035
	Iteration 25Q: 3 clusters Score -244976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -244978.437500 Penalty: 2564.561035
	Iteration 26Q: 3 clusters Score -244978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -244980.015625 Penalty: 2564.561035
	Iteration 27Q: 3 clusters Score -244980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -244980.359375 Penalty: 2564.561035
	Iteration 28Q: 3 clusters Score -244980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -244981.625000 Penalty: 2564.561035
	Iteration 29Q: 3 clusters Score -244981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -244981.656250 Penalty: 2564.561035
	Iteration 30Q: 3 clusters Score -244981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -244981.656250 Penalty: 2564.561035
	Iteration 31F: 3 clusters Score -244981.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -162274.921875 Penalty: 1218.566406
	Iteration 0F: 2 clusters Score -162274.9 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 926 members 
Entering Unmasked Estep 
Score: -160265.640625 Penalty: 2437.132812
	Iteration 0F: 3 clusters Score -160265.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -160659.328125 Penalty: 2437.132812
	Iteration 1F: 3 clusters Score -160659.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -160768.437500 Penalty: 2437.132812
	Iteration 2F: 3 clusters Score -160768.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -160828.265625 Penalty: 2437.132812
	Iteration 3Q: 3 clusters Score -160828.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -160864.000000 Penalty: 2437.132812
	Iteration 4Q: 3 clusters Score -160864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -160891.843750 Penalty: 2437.132812
	Iteration 5Q: 3 clusters Score -160891.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160912.125000 Penalty: 2437.132812
	Iteration 6Q: 3 clusters Score -160912.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -160929.031250 Penalty: 2437.132812
	Iteration 7Q: 3 clusters Score -160929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160949.046875 Penalty: 2437.132812
	Iteration 8Q: 3 clusters Score -160949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -160972.687500 Penalty: 2437.132812
	Iteration 9Q: 3 clusters Score -160972.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -160992.531250 Penalty: 2437.132812
	Iteration 10Q: 3 clusters Score -160992.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -161007.078125 Penalty: 2437.132812
	Iteration 11Q: 3 clusters Score -161007.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -161013.625000 Penalty: 2437.132812
	Iteration 12Q: 3 clusters Score -161013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -161015.375000 Penalty: 2437.132812
	Iteration 13Q: 3 clusters Score -161015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161018.687500 Penalty: 2437.132812
	Iteration 14Q: 3 clusters Score -161018.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161021.296875 Penalty: 2437.132812
	Iteration 15Q: 3 clusters Score -161021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161021.625000 Penalty: 2437.132812
	Iteration 16Q: 3 clusters Score -161021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -161022.718750 Penalty: 2437.132812
	Iteration 17Q: 3 clusters Score -161022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161023.609375 Penalty: 2437.132812
	Iteration 18Q: 3 clusters Score -161023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161023.609375 Penalty: 2437.132812
	Iteration 19F: 3 clusters Score -161023.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139470.890625 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139470.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -139824.796875 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139824.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139935.234375 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139935.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139981.937500 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -139981.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140017.796875 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -140017.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140047.750000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -140047.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140062.765625 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -140062.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -140072.593750 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -140072.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -140083.375000 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -140083.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140096.031250 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -140096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -140106.671875 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -140106.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -140115.265625 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -140115.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140122.640625 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -140122.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140130.093750 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -140130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140135.500000 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -140135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -140137.890625 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -140137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -140141.453125 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -140141.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -140148.156250 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -140148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -140152.281250 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -140152.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -140155.906250 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -140155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -140161.750000 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -140161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -140166.781250 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -140166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140180.515625 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -140180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -140186.656250 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -140186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -140188.875000 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -140188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -140192.453125 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -140192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -140199.156250 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -140199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -140204.890625 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -140204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -140211.875000 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -140211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -140217.015625 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -140217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -140219.312500 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -140219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -140222.953125 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -140223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -140226.421875 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -140226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -140230.078125 Penalty: 2388.081787
	Iteration 33Q: 3 clusters Score -140230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -140231.828125 Penalty: 2388.081787
	Iteration 34Q: 3 clusters Score -140231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -140232.187500 Penalty: 2388.081787
	Iteration 35Q: 3 clusters Score -140232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -140233.312500 Penalty: 2388.081787
	Iteration 36Q: 3 clusters Score -140233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140234.328125 Penalty: 2388.081787
	Iteration 37Q: 3 clusters Score -140234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140234.328125 Penalty: 2388.081787
	Iteration 38F: 3 clusters Score -140234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Entering Unmasked Estep 
Score: -1505351.375000 Penalty: 1569.596680
	Iteration 0F: 2 clusters Score -1505351 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 7874 members 
Entering Unmasked Estep 
Score: -1494526.625000 Penalty: 3139.193359
	Iteration 0F: 3 clusters Score -1494527 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1498240.000000 Penalty: 3139.193359
	Iteration 1F: 3 clusters Score -1498240 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1498646.000000 Penalty: 3139.193359
	Iteration 2F: 3 clusters Score -1498646 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1499106.750000 Penalty: 3139.193359
	Iteration 3F: 3 clusters Score -1499107 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1499622.875000 Penalty: 3139.193359
	Iteration 4F: 3 clusters Score -1499623 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1500171.625000 Penalty: 3139.193359
	Iteration 5F: 3 clusters Score -1500172 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1500669.375000 Penalty: 3139.193359
	Iteration 6F: 3 clusters Score -1500669 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1501115.250000 Penalty: 3139.193359
	Iteration 7Q: 3 clusters Score -1501115 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1501528.750000 Penalty: 3139.193359
	Iteration 8Q: 3 clusters Score -1501529 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1501961.250000 Penalty: 3139.193359
	Iteration 9Q: 3 clusters Score -1501961 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1502374.750000 Penalty: 3139.193359
	Iteration 10Q: 3 clusters Score -1502375 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1502696.250000 Penalty: 3139.193359
	Iteration 11Q: 3 clusters Score -1502696 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1502902.000000 Penalty: 3139.193359
	Iteration 12Q: 3 clusters Score -1502902 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1503042.375000 Penalty: 3139.193359
	Iteration 13Q: 3 clusters Score -1503042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1503149.500000 Penalty: 3139.193359
	Iteration 14Q: 3 clusters Score -1503150 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1503244.000000 Penalty: 3139.193359
	Iteration 15Q: 3 clusters Score -1503244 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1503336.125000 Penalty: 3139.193359
	Iteration 16Q: 3 clusters Score -1503336 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1503430.875000 Penalty: 3139.193359
	Iteration 17Q: 3 clusters Score -1503431 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1503534.000000 Penalty: 3139.193359
	Iteration 18Q: 3 clusters Score -1503534 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1503664.375000 Penalty: 3139.193359
	Iteration 19Q: 3 clusters Score -1503664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1503801.500000 Penalty: 3139.193359
	Iteration 20F: 3 clusters Score -1503802 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1503927.000000 Penalty: 3139.193359
	Iteration 21Q: 3 clusters Score -1503927 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1504023.750000 Penalty: 3139.193359
	Iteration 22Q: 3 clusters Score -1504024 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1504120.625000 Penalty: 3139.193359
	Iteration 23Q: 3 clusters Score -1504121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1504201.875000 Penalty: 3139.193359
	Iteration 24Q: 3 clusters Score -1504202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1504253.875000 Penalty: 3139.193359
	Iteration 25Q: 3 clusters Score -1504254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1504287.375000 Penalty: 3139.193359
	Iteration 26Q: 3 clusters Score -1504287 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1504325.125000 Penalty: 3139.193359
	Iteration 27Q: 3 clusters Score -1504325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1504355.000000 Penalty: 3139.193359
	Iteration 28Q: 3 clusters Score -1504355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1504377.625000 Penalty: 3139.193359
	Iteration 29Q: 3 clusters Score -1504378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1504397.625000 Penalty: 3139.193359
	Iteration 30Q: 3 clusters Score -1504398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1504416.875000 Penalty: 3139.193359
	Iteration 31Q: 3 clusters Score -1504417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1504430.500000 Penalty: 3139.193359
	Iteration 32Q: 3 clusters Score -1504430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1504437.875000 Penalty: 3139.193359
	Iteration 33Q: 3 clusters Score -1504438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1504446.125000 Penalty: 3139.193359
	Iteration 34Q: 3 clusters Score -1504446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1504455.625000 Penalty: 3139.193359
	Iteration 35Q: 3 clusters Score -1504456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1504457.125000 Penalty: 3139.193359
	Iteration 36Q: 3 clusters Score -1504457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1504460.500000 Penalty: 3139.193359
	Iteration 37Q: 3 clusters Score -1504460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1504459.875000 Penalty: 3139.193359
	Iteration 38Q: 3 clusters Score -1504460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1504458.000000 Penalty: 3139.193359
	Iteration 39Q: 3 clusters Score -1504458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1504458.625000 Penalty: 3139.193359
	Iteration 40F: 3 clusters Score -1504459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1504462.375000 Penalty: 3139.193359
	Iteration 41Q: 3 clusters Score -1504462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1504462.375000 Penalty: 3139.193359
	Iteration 42F: 3 clusters Score -1504462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -147994.093750 Penalty: 1201.605103
	Iteration 0F: 2 clusters Score -147994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -146107.593750 Penalty: 2403.210205
	Iteration 0F: 3 clusters Score -146107.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146491.250000 Penalty: 2403.210205
	Iteration 1F: 3 clusters Score -146491.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -146610.703125 Penalty: 2403.210205
	Iteration 2F: 3 clusters Score -146610.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -146667.343750 Penalty: 2403.210205
	Iteration 3F: 3 clusters Score -146667.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -146705.625000 Penalty: 2403.210205
	Iteration 4Q: 3 clusters Score -146705.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -146737.312500 Penalty: 2403.210205
	Iteration 5Q: 3 clusters Score -146737.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -146769.062500 Penalty: 2403.210205
	Iteration 6Q: 3 clusters Score -146769.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -146800.875000 Penalty: 2403.210205
	Iteration 7Q: 3 clusters Score -146800.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -146826.609375 Penalty: 2403.210205
	Iteration 8Q: 3 clusters Score -146826.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -146840.609375 Penalty: 2403.210205
	Iteration 9Q: 3 clusters Score -146840.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -146845.578125 Penalty: 2403.210205
	Iteration 10Q: 3 clusters Score -146845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -146850.562500 Penalty: 2403.210205
	Iteration 11Q: 3 clusters Score -146850.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -146854.812500 Penalty: 2403.210205
	Iteration 12Q: 3 clusters Score -146854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -146860.375000 Penalty: 2403.210205
	Iteration 13Q: 3 clusters Score -146860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -146867.187500 Penalty: 2403.210205
	Iteration 14Q: 3 clusters Score -146867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -146877.437500 Penalty: 2403.210205
	Iteration 15Q: 3 clusters Score -146877.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -146884.218750 Penalty: 2403.210205
	Iteration 16Q: 3 clusters Score -146884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -146888.953125 Penalty: 2403.210205
	Iteration 17Q: 3 clusters Score -146889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -146893.937500 Penalty: 2403.210205
	Iteration 18Q: 3 clusters Score -146893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -146898.031250 Penalty: 2403.210205
	Iteration 19Q: 3 clusters Score -146898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -146899.234375 Penalty: 2403.210205
	Iteration 20F: 3 clusters Score -146899.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -81134.296875 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -81134.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79726.656250 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -79726.66 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -80003.890625 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -80003.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80099.125000 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -80099.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80153.226562 Penalty: 2230.736084
	Iteration 3Q: 3 clusters Score -80153.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80203.515625 Penalty: 2230.736084
	Iteration 4Q: 3 clusters Score -80203.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80230.617188 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -80230.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80253.406250 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -80253.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80282.578125 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -80282.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80314.789062 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -80314.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80344.250000 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -80344.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80368.429688 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -80368.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80390.703125 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -80390.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80413.781250 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -80413.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80437.437500 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -80437.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80456.218750 Penalty: 2230.736084
	Iteration 14Q: 3 clusters Score -80456.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80475.828125 Penalty: 2230.736084
	Iteration 15Q: 3 clusters Score -80475.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80490.031250 Penalty: 2230.736084
	Iteration 16Q: 3 clusters Score -80490.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80501.460938 Penalty: 2230.736084
	Iteration 17Q: 3 clusters Score -80501.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80511.304688 Penalty: 2230.736084
	Iteration 18Q: 3 clusters Score -80511.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80527.367188 Penalty: 2230.736084
	Iteration 19Q: 3 clusters Score -80527.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80544.203125 Penalty: 2230.736084
	Iteration 20F: 3 clusters Score -80544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80554.742188 Penalty: 2230.736084
	Iteration 21Q: 3 clusters Score -80554.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80558.585938 Penalty: 2230.736084
	Iteration 22Q: 3 clusters Score -80558.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80558.585938 Penalty: 2230.736084
	Iteration 23F: 3 clusters Score -80558.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Entering Unmasked Estep 
Score: -3507666.000000 Penalty: 1705.246826
	Iteration 0F: 2 clusters Score -3507666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3485223.000000 Penalty: 3410.493652
	Iteration 0F: 3 clusters Score -3485223 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3494803.000000 Penalty: 3410.493652
	Iteration 1F: 3 clusters Score -3494803 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3495429.250000 Penalty: 3410.493652
	Iteration 2Q: 3 clusters Score -3495429 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3496233.000000 Penalty: 3410.493652
	Iteration 3F: 3 clusters Score -3496233 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3497221.750000 Penalty: 3410.493652
	Iteration 4F: 3 clusters Score -3497222 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3498294.000000 Penalty: 3410.493652
	Iteration 5F: 3 clusters Score -3498294 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3499308.750000 Penalty: 3410.493652
	Iteration 6F: 3 clusters Score -3499309 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3500121.500000 Penalty: 3410.493652
	Iteration 7F: 3 clusters Score -3500122 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3500772.000000 Penalty: 3410.493652
	Iteration 8Q: 3 clusters Score -3500772 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3501325.500000 Penalty: 3410.493652
	Iteration 9Q: 3 clusters Score -3501326 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3501975.500000 Penalty: 3410.493652
	Iteration 10Q: 3 clusters Score -3501976 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3502799.500000 Penalty: 3410.493652
	Iteration 11Q: 3 clusters Score -3502800 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3503796.000000 Penalty: 3410.493652
	Iteration 12Q: 3 clusters Score -3503796 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3504874.750000 Penalty: 3410.493652
	Iteration 13Q: 3 clusters Score -3504875 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3505685.500000 Penalty: 3410.493652
	Iteration 14Q: 3 clusters Score -3505686 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3506119.500000 Penalty: 3410.493652
	Iteration 15Q: 3 clusters Score -3506120 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3506340.500000 Penalty: 3410.493652
	Iteration 16Q: 3 clusters Score -3506340 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3506475.500000 Penalty: 3410.493652
	Iteration 17Q: 3 clusters Score -3506476 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3506583.250000 Penalty: 3410.493652
	Iteration 18Q: 3 clusters Score -3506583 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3506645.750000 Penalty: 3410.493652
	Iteration 19Q: 3 clusters Score -3506646 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3506720.000000 Penalty: 3410.493652
	Iteration 20F: 3 clusters Score -3506720 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3506776.500000 Penalty: 3410.493652
	Iteration 21Q: 3 clusters Score -3506776 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3506840.500000 Penalty: 3410.493652
	Iteration 22Q: 3 clusters Score -3506840 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3506908.750000 Penalty: 3410.493652
	Iteration 23Q: 3 clusters Score -3506909 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3506953.750000 Penalty: 3410.493652
	Iteration 24Q: 3 clusters Score -3506954 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3506989.250000 Penalty: 3410.493652
	Iteration 25Q: 3 clusters Score -3506989 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3507038.750000 Penalty: 3410.493652
	Iteration 26Q: 3 clusters Score -3507039 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3507067.000000 Penalty: 3410.493652
	Iteration 27Q: 3 clusters Score -3507067 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3507108.000000 Penalty: 3410.493652
	Iteration 28Q: 3 clusters Score -3507108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3507122.750000 Penalty: 3410.493652
	Iteration 29Q: 3 clusters Score -3507123 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3507143.000000 Penalty: 3410.493652
	Iteration 30Q: 3 clusters Score -3507143 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3507173.000000 Penalty: 3410.493652
	Iteration 31Q: 3 clusters Score -3507173 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3507195.250000 Penalty: 3410.493652
	Iteration 32Q: 3 clusters Score -3507195 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3507226.250000 Penalty: 3410.493652
	Iteration 33Q: 3 clusters Score -3507226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3507246.000000 Penalty: 3410.493652
	Iteration 34Q: 3 clusters Score -3507246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3507274.500000 Penalty: 3410.493652
	Iteration 35Q: 3 clusters Score -3507274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3507286.000000 Penalty: 3410.493652
	Iteration 36Q: 3 clusters Score -3507286 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3507303.000000 Penalty: 3410.493652
	Iteration 37Q: 3 clusters Score -3507303 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3507325.500000 Penalty: 3410.493652
	Iteration 38Q: 3 clusters Score -3507326 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3507335.500000 Penalty: 3410.493652
	Iteration 39Q: 3 clusters Score -3507336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3507295.750000 Penalty: 3410.493652
	Iteration 40F: 3 clusters Score -3507296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3507255.750000 Penalty: 3410.493652
	Iteration 41Q: 3 clusters Score -3507256 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3507230.000000 Penalty: 3410.493652
	Iteration 42Q: 3 clusters Score -3507230 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3507177.250000 Penalty: 3410.493652
	Iteration 43Q: 3 clusters Score -3507177 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3507150.500000 Penalty: 3410.493652
	Iteration 44Q: 3 clusters Score -3507150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3507113.500000 Penalty: 3410.493652
	Iteration 45Q: 3 clusters Score -3507114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3507079.250000 Penalty: 3410.493652
	Iteration 46Q: 3 clusters Score -3507079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3507043.750000 Penalty: 3410.493652
	Iteration 47Q: 3 clusters Score -3507044 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3507023.250000 Penalty: 3410.493652
	Iteration 48Q: 3 clusters Score -3507023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3506970.500000 Penalty: 3410.493652
	Iteration 49Q: 3 clusters Score -3506970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3506928.750000 Penalty: 3410.493652
	Iteration 50Q: 3 clusters Score -3506929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3506901.250000 Penalty: 3410.493652
	Iteration 51Q: 3 clusters Score -3506901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3506880.500000 Penalty: 3410.493652
	Iteration 52Q: 3 clusters Score -3506880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3506865.500000 Penalty: 3410.493652
	Iteration 53Q: 3 clusters Score -3506866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3506852.250000 Penalty: 3410.493652
	Iteration 54Q: 3 clusters Score -3506852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3506848.500000 Penalty: 3410.493652
	Iteration 55Q: 3 clusters Score -3506848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3506838.500000 Penalty: 3410.493652
	Iteration 56Q: 3 clusters Score -3506838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3506831.250000 Penalty: 3410.493652
	Iteration 57Q: 3 clusters Score -3506831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3506816.500000 Penalty: 3410.493652
	Iteration 58Q: 3 clusters Score -3506816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3506815.000000 Penalty: 3410.493652
	Iteration 59Q: 3 clusters Score -3506815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3506812.750000 Penalty: 3410.493652
	Iteration 60F: 3 clusters Score -3506813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3506792.750000 Penalty: 3410.493652
	Iteration 61Q: 3 clusters Score -3506793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3506788.500000 Penalty: 3410.493652
	Iteration 62Q: 3 clusters Score -3506788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3506785.500000 Penalty: 3410.493652
	Iteration 63Q: 3 clusters Score -3506786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3506787.000000 Penalty: 3410.493652
	Iteration 64Q: 3 clusters Score -3506787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3506776.750000 Penalty: 3410.493652
	Iteration 65Q: 3 clusters Score -3506777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3506776.000000 Penalty: 3410.493652
	Iteration 66Q: 3 clusters Score -3506776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3506775.500000 Penalty: 3410.493652
	Iteration 67Q: 3 clusters Score -3506776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3506766.250000 Penalty: 3410.493652
	Iteration 68Q: 3 clusters Score -3506766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3506761.250000 Penalty: 3410.493652
	Iteration 69Q: 3 clusters Score -3506761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3506753.500000 Penalty: 3410.493652
	Iteration 70Q: 3 clusters Score -3506754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3506742.500000 Penalty: 3410.493652
	Iteration 71Q: 3 clusters Score -3506742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3506738.250000 Penalty: 3410.493652
	Iteration 72Q: 3 clusters Score -3506738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3506730.500000 Penalty: 3410.493652
	Iteration 73Q: 3 clusters Score -3506730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3506730.750000 Penalty: 3410.493652
	Iteration 74Q: 3 clusters Score -3506731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3506725.250000 Penalty: 3410.493652
	Iteration 75Q: 3 clusters Score -3506725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3506726.500000 Penalty: 3410.493652
	Iteration 76Q: 3 clusters Score -3506726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3506712.750000 Penalty: 3410.493652
	Iteration 77Q: 3 clusters Score -3506713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3506713.750000 Penalty: 3410.493652
	Iteration 78Q: 3 clusters Score -3506714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3506705.750000 Penalty: 3410.493652
	Iteration 79Q: 3 clusters Score -3506706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3506709.000000 Penalty: 3410.493652
	Iteration 80F: 3 clusters Score -3506709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3506711.500000 Penalty: 3410.493652
	Iteration 81Q: 3 clusters Score -3506712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3506705.500000 Penalty: 3410.493652
	Iteration 82Q: 3 clusters Score -3506706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3506705.000000 Penalty: 3410.493652
	Iteration 83Q: 3 clusters Score -3506705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3506705.250000 Penalty: 3410.493652
	Iteration 84Q: 3 clusters Score -3506705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3506705.750000 Penalty: 3410.493652
	Iteration 85Q: 3 clusters Score -3506706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3506704.000000 Penalty: 3410.493652
	Iteration 86Q: 3 clusters Score -3506704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3506705.750000 Penalty: 3410.493652
	Iteration 87Q: 3 clusters Score -3506706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3506706.250000 Penalty: 3410.493652
	Iteration 88Q: 3 clusters Score -3506706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3506707.250000 Penalty: 3410.493652
	Iteration 89Q: 3 clusters Score -3506707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3506709.500000 Penalty: 3410.493652
	Iteration 90Q: 3 clusters Score -3506710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3506709.500000 Penalty: 3410.493652
	Iteration 91F: 3 clusters Score -3506710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -208349.437500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -208349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -206081.093750 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -206081.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -206628.656250 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -206628.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -206764.984375 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -206765 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -206854.531250 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -206854.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -206939.609375 Penalty: 2516.280762
	Iteration 4Q: 3 clusters Score -206939.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -207012.968750 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -207013 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207097.937500 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -207097.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -207169.359375 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -207169.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -207261.453125 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -207261.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -207366.390625 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -207366.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -207465.375000 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -207465.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -207534.140625 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -207534.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -207594.593750 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -207594.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -207659.296875 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -207659.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -207724.859375 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -207724.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -207806.671875 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -207806.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -207889.671875 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -207889.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -207998.000000 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -207998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -208059.515625 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -208059.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -208090.765625 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -208090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -208097.671875 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -208097.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -208099.296875 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -208099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -208099.812500 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -208099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208100.609375 Penalty: 2516.280762
	Iteration 23Q: 3 clusters Score -208100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208100.609375 Penalty: 2516.280762
	Iteration 24F: 3 clusters Score -208100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Entering Unmasked Estep 
Score: -503171.000000 Penalty: 1401.907471
	Iteration 0F: 2 clusters Score -503171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -498825.343750 Penalty: 2803.814941
	Iteration 0F: 3 clusters Score -498825.3 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -500133.218750 Penalty: 2803.814941
	Iteration 1F: 3 clusters Score -500133.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -500360.468750 Penalty: 2803.814941
	Iteration 2F: 3 clusters Score -500360.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -500542.875000 Penalty: 2803.814941
	Iteration 3F: 3 clusters Score -500542.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -500735.968750 Penalty: 2803.814941
	Iteration 4F: 3 clusters Score -500736 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -500933.656250 Penalty: 2803.814941
	Iteration 5Q: 3 clusters Score -500933.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -501158.468750 Penalty: 2803.814941
	Iteration 6F: 3 clusters Score -501158.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -501432.875000 Penalty: 2803.814941
	Iteration 7F: 3 clusters Score -501432.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -501749.562500 Penalty: 2803.814941
	Iteration 8F: 3 clusters Score -501749.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -502060.281250 Penalty: 2803.814941
	Iteration 9F: 3 clusters Score -502060.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -502269.187500 Penalty: 2803.814941
	Iteration 10Q: 3 clusters Score -502269.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -502425.562500 Penalty: 2803.814941
	Iteration 11Q: 3 clusters Score -502425.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -502515.375000 Penalty: 2803.814941
	Iteration 12Q: 3 clusters Score -502515.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -502573.218750 Penalty: 2803.814941
	Iteration 13Q: 3 clusters Score -502573.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -502609.562500 Penalty: 2803.814941
	Iteration 14Q: 3 clusters Score -502609.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -502629.156250 Penalty: 2803.814941
	Iteration 15Q: 3 clusters Score -502629.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -502640.468750 Penalty: 2803.814941
	Iteration 16Q: 3 clusters Score -502640.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -502645.687500 Penalty: 2803.814941
	Iteration 17Q: 3 clusters Score -502645.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -502649.187500 Penalty: 2803.814941
	Iteration 18Q: 3 clusters Score -502649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -502652.562500 Penalty: 2803.814941
	Iteration 19Q: 3 clusters Score -502652.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -502658.375000 Penalty: 2803.814941
	Iteration 20F: 3 clusters Score -502658.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -502662.718750 Penalty: 2803.814941
	Iteration 21Q: 3 clusters Score -502662.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -502667.218750 Penalty: 2803.814941
	Iteration 22Q: 3 clusters Score -502667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -502668.281250 Penalty: 2803.814941
	Iteration 23Q: 3 clusters Score -502668.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -502670.093750 Penalty: 2803.814941
	Iteration 24Q: 3 clusters Score -502670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -502670.062500 Penalty: 2803.814941
	Iteration 25Q: 3 clusters Score -502670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -502671.093750 Penalty: 2803.814941
	Iteration 26Q: 3 clusters Score -502671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -502671.406250 Penalty: 2803.814941
	Iteration 27Q: 3 clusters Score -502671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -502671.250000 Penalty: 2803.814941
	Iteration 28Q: 3 clusters Score -502671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -502671.531250 Penalty: 2803.814941
	Iteration 29Q: 3 clusters Score -502671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -502671.843750 Penalty: 2803.814941
	Iteration 30Q: 3 clusters Score -502671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -502671.843750 Penalty: 2803.814941
	Iteration 31Q: 3 clusters Score -502671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -502672.437500 Penalty: 2803.814941
	Iteration 32Q: 3 clusters Score -502672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -502672.218750 Penalty: 2803.814941
	Iteration 33Q: 3 clusters Score -502672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -502672.218750 Penalty: 2803.814941
	Iteration 34Q: 3 clusters Score -502672.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -502672.218750 Penalty: 2803.814941
	Iteration 35F: 3 clusters Score -502672.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Entering Unmasked Estep 
Score: -4624555.500000 Penalty: 1755.668945
	Iteration 0F: 2 clusters Score -4624556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4597967.000000 Penalty: 3511.337891
	Iteration 0F: 3 clusters Score -4597967 nChanged 23147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -4611129.000000 Penalty: 3511.337891
	Iteration 1F: 3 clusters Score -4611129 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -4611522.000000 Penalty: 3511.337891
	Iteration 2Q: 3 clusters Score -4611522 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4611878.000000 Penalty: 3511.337891
	Iteration 3Q: 3 clusters Score -4611878 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4612194.500000 Penalty: 3511.337891
	Iteration 4Q: 3 clusters Score -4612194 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4612515.000000 Penalty: 3511.337891
	Iteration 5Q: 3 clusters Score -4612515 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4612798.000000 Penalty: 3511.337891
	Iteration 6Q: 3 clusters Score -4612798 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4613033.500000 Penalty: 3511.337891
	Iteration 7Q: 3 clusters Score -4613034 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4613260.500000 Penalty: 3511.337891
	Iteration 8Q: 3 clusters Score -4613260 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4613460.500000 Penalty: 3511.337891
	Iteration 9Q: 3 clusters Score -4613460 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4613662.000000 Penalty: 3511.337891
	Iteration 10Q: 3 clusters Score -4613662 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4614044.500000 Penalty: 3511.337891
	Iteration 11Q: 3 clusters Score -4614044 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4614612.000000 Penalty: 3511.337891
	Iteration 12Q: 3 clusters Score -4614612 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4615666.500000 Penalty: 3511.337891
	Iteration 13Q: 3 clusters Score -4615666 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4617270.000000 Penalty: 3511.337891
	Iteration 14F: 3 clusters Score -4617270 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -4619377.000000 Penalty: 3511.337891
	Iteration 15F: 3 clusters Score -4619377 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -4620995.500000 Penalty: 3511.337891
	Iteration 16F: 3 clusters Score -4620996 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4621920.000000 Penalty: 3511.337891
	Iteration 17F: 3 clusters Score -4621920 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4622466.500000 Penalty: 3511.337891
	Iteration 18Q: 3 clusters Score -4622466 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4622790.000000 Penalty: 3511.337891
	Iteration 19Q: 3 clusters Score -4622790 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4622996.500000 Penalty: 3511.337891
	Iteration 20F: 3 clusters Score -4622996 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4623032.500000 Penalty: 3511.337891
	Iteration 21Q: 3 clusters Score -4623032 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4623064.500000 Penalty: 3511.337891
	Iteration 22Q: 3 clusters Score -4623064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4623068.000000 Penalty: 3511.337891
	Iteration 23Q: 3 clusters Score -4623068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4623076.500000 Penalty: 3511.337891
	Iteration 24Q: 3 clusters Score -4623076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4623107.500000 Penalty: 3511.337891
	Iteration 25Q: 3 clusters Score -4623108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4623138.500000 Penalty: 3511.337891
	Iteration 26Q: 3 clusters Score -4623138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4623168.000000 Penalty: 3511.337891
	Iteration 27Q: 3 clusters Score -4623168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4623179.500000 Penalty: 3511.337891
	Iteration 28Q: 3 clusters Score -4623180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4623193.000000 Penalty: 3511.337891
	Iteration 29Q: 3 clusters Score -4623193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4623197.000000 Penalty: 3511.337891
	Iteration 30Q: 3 clusters Score -4623197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4623205.000000 Penalty: 3511.337891
	Iteration 31Q: 3 clusters Score -4623205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4623201.000000 Penalty: 3511.337891
	Iteration 32Q: 3 clusters Score -4623201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4623200.500000 Penalty: 3511.337891
	Iteration 33Q: 3 clusters Score -4623200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4623198.000000 Penalty: 3511.337891
	Iteration 34Q: 3 clusters Score -4623198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4623200.000000 Penalty: 3511.337891
	Iteration 35Q: 3 clusters Score -4623200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4623199.500000 Penalty: 3511.337891
	Iteration 36Q: 3 clusters Score -4623200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4623202.000000 Penalty: 3511.337891
	Iteration 37Q: 3 clusters Score -4623202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4623203.000000 Penalty: 3511.337891
	Iteration 38Q: 3 clusters Score -4623203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4623205.000000 Penalty: 3511.337891
	Iteration 39Q: 3 clusters Score -4623205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4623204.000000 Penalty: 3511.337891
	Iteration 40F: 3 clusters Score -4623204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4623202.000000 Penalty: 3511.337891
	Iteration 41Q: 3 clusters Score -4623202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4623202.000000 Penalty: 3511.337891
	Iteration 42F: 3 clusters Score -4623202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Entering Unmasked Estep 
Score: -2016417.125000 Penalty: 1632.472656
	Iteration 0F: 2 clusters Score -2016417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2000758.250000 Penalty: 3264.945312
	Iteration 0F: 3 clusters Score -2000758 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2006892.750000 Penalty: 3264.945312
	Iteration 1F: 3 clusters Score -2006893 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2007603.000000 Penalty: 3264.945312
	Iteration 2F: 3 clusters Score -2007603 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2008358.750000 Penalty: 3264.945312
	Iteration 3F: 3 clusters Score -2008359 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2009132.875000 Penalty: 3264.945312
	Iteration 4F: 3 clusters Score -2009133 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2009889.000000 Penalty: 3264.945312
	Iteration 5F: 3 clusters Score -2009889 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2010601.875000 Penalty: 3264.945312
	Iteration 6F: 3 clusters Score -2010602 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2011234.500000 Penalty: 3264.945312
	Iteration 7Q: 3 clusters Score -2011234 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2011824.125000 Penalty: 3264.945312
	Iteration 8Q: 3 clusters Score -2011824 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2012376.125000 Penalty: 3264.945312
	Iteration 9Q: 3 clusters Score -2012376 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2012891.375000 Penalty: 3264.945312
	Iteration 10Q: 3 clusters Score -2012891 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2013354.500000 Penalty: 3264.945312
	Iteration 11Q: 3 clusters Score -2013354 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2013771.500000 Penalty: 3264.945312
	Iteration 12Q: 3 clusters Score -2013772 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2014140.625000 Penalty: 3264.945312
	Iteration 13Q: 3 clusters Score -2014141 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2014453.375000 Penalty: 3264.945312
	Iteration 14Q: 3 clusters Score -2014453 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2014671.000000 Penalty: 3264.945312
	Iteration 15Q: 3 clusters Score -2014671 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2014819.250000 Penalty: 3264.945312
	Iteration 16Q: 3 clusters Score -2014819 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2014916.875000 Penalty: 3264.945312
	Iteration 17Q: 3 clusters Score -2014917 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2014978.625000 Penalty: 3264.945312
	Iteration 18Q: 3 clusters Score -2014979 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2015020.875000 Penalty: 3264.945312
	Iteration 19Q: 3 clusters Score -2015021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2015054.875000 Penalty: 3264.945312
	Iteration 20F: 3 clusters Score -2015055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2015080.500000 Penalty: 3264.945312
	Iteration 21Q: 3 clusters Score -2015080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2015099.000000 Penalty: 3264.945312
	Iteration 22Q: 3 clusters Score -2015099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2015113.625000 Penalty: 3264.945312
	Iteration 23Q: 3 clusters Score -2015114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2015129.625000 Penalty: 3264.945312
	Iteration 24Q: 3 clusters Score -2015130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2015135.750000 Penalty: 3264.945312
	Iteration 25Q: 3 clusters Score -2015136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2015144.250000 Penalty: 3264.945312
	Iteration 26Q: 3 clusters Score -2015144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2015145.500000 Penalty: 3264.945312
	Iteration 27Q: 3 clusters Score -2015146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2015151.875000 Penalty: 3264.945312
	Iteration 28Q: 3 clusters Score -2015152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2015152.250000 Penalty: 3264.945312
	Iteration 29Q: 3 clusters Score -2015152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2015159.250000 Penalty: 3264.945312
	Iteration 30Q: 3 clusters Score -2015159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2015160.500000 Penalty: 3264.945312
	Iteration 31Q: 3 clusters Score -2015160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2015158.875000 Penalty: 3264.945312
	Iteration 32Q: 3 clusters Score -2015159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2015163.250000 Penalty: 3264.945312
	Iteration 33Q: 3 clusters Score -2015163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2015163.500000 Penalty: 3264.945312
	Iteration 34Q: 3 clusters Score -2015164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2015162.625000 Penalty: 3264.945312
	Iteration 35Q: 3 clusters Score -2015163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2015164.500000 Penalty: 3264.945312
	Iteration 36Q: 3 clusters Score -2015164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2015167.625000 Penalty: 3264.945312
	Iteration 37Q: 3 clusters Score -2015168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2015168.875000 Penalty: 3264.945312
	Iteration 38Q: 3 clusters Score -2015169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2015168.875000 Penalty: 3264.945312
	Iteration 39F: 3 clusters Score -2015169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Entering Unmasked Estep 
Score: -3422435.000000 Penalty: 1699.579712
	Iteration 0F: 2 clusters Score -3422435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3400219.250000 Penalty: 3399.159424
	Iteration 0F: 3 clusters Score -3400219 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3409035.250000 Penalty: 3399.159424
	Iteration 1F: 3 clusters Score -3409035 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3409385.750000 Penalty: 3399.159424
	Iteration 2Q: 3 clusters Score -3409386 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3409687.750000 Penalty: 3399.159424
	Iteration 3Q: 3 clusters Score -3409688 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3409980.000000 Penalty: 3399.159424
	Iteration 4Q: 3 clusters Score -3409980 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3410320.500000 Penalty: 3399.159424
	Iteration 5Q: 3 clusters Score -3410320 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3410676.500000 Penalty: 3399.159424
	Iteration 6Q: 3 clusters Score -3410676 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3411086.750000 Penalty: 3399.159424
	Iteration 7Q: 3 clusters Score -3411087 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3411603.750000 Penalty: 3399.159424
	Iteration 8Q: 3 clusters Score -3411604 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3412286.500000 Penalty: 3399.159424
	Iteration 9Q: 3 clusters Score -3412286 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3413110.750000 Penalty: 3399.159424
	Iteration 10Q: 3 clusters Score -3413111 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3414006.000000 Penalty: 3399.159424
	Iteration 11Q: 3 clusters Score -3414006 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3414814.750000 Penalty: 3399.159424
	Iteration 12Q: 3 clusters Score -3414815 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3415389.750000 Penalty: 3399.159424
	Iteration 13Q: 3 clusters Score -3415390 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3415804.000000 Penalty: 3399.159424
	Iteration 14Q: 3 clusters Score -3415804 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3416061.000000 Penalty: 3399.159424
	Iteration 15Q: 3 clusters Score -3416061 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3416212.000000 Penalty: 3399.159424
	Iteration 16Q: 3 clusters Score -3416212 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3416296.000000 Penalty: 3399.159424
	Iteration 17Q: 3 clusters Score -3416296 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3416368.750000 Penalty: 3399.159424
	Iteration 18Q: 3 clusters Score -3416369 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3416415.250000 Penalty: 3399.159424
	Iteration 19Q: 3 clusters Score -3416415 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3416472.500000 Penalty: 3399.159424
	Iteration 20F: 3 clusters Score -3416472 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3416462.750000 Penalty: 3399.159424
	Iteration 21Q: 3 clusters Score -3416463 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3416476.500000 Penalty: 3399.159424
	Iteration 22Q: 3 clusters Score -3416476 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3416501.250000 Penalty: 3399.159424
	Iteration 23Q: 3 clusters Score -3416501 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3416519.250000 Penalty: 3399.159424
	Iteration 24Q: 3 clusters Score -3416519 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3416564.250000 Penalty: 3399.159424
	Iteration 25Q: 3 clusters Score -3416564 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3416584.750000 Penalty: 3399.159424
	Iteration 26Q: 3 clusters Score -3416585 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3416603.000000 Penalty: 3399.159424
	Iteration 27Q: 3 clusters Score -3416603 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3416627.750000 Penalty: 3399.159424
	Iteration 28Q: 3 clusters Score -3416628 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3416655.250000 Penalty: 3399.159424
	Iteration 29Q: 3 clusters Score -3416655 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3416702.750000 Penalty: 3399.159424
	Iteration 30Q: 3 clusters Score -3416703 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3416823.250000 Penalty: 3399.159424
	Iteration 31Q: 3 clusters Score -3416823 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3416902.750000 Penalty: 3399.159424
	Iteration 32Q: 3 clusters Score -3416903 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3417028.500000 Penalty: 3399.159424
	Iteration 33Q: 3 clusters Score -3417028 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3417160.500000 Penalty: 3399.159424
	Iteration 34Q: 3 clusters Score -3417160 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3417367.250000 Penalty: 3399.159424
	Iteration 35Q: 3 clusters Score -3417367 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3417536.250000 Penalty: 3399.159424
	Iteration 36Q: 3 clusters Score -3417536 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3417739.500000 Penalty: 3399.159424
	Iteration 37Q: 3 clusters Score -3417740 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3417911.500000 Penalty: 3399.159424
	Iteration 38Q: 3 clusters Score -3417912 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3418071.750000 Penalty: 3399.159424
	Iteration 39Q: 3 clusters Score -3418072 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3418319.000000 Penalty: 3399.159424
	Iteration 40F: 3 clusters Score -3418319 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3418580.250000 Penalty: 3399.159424
	Iteration 41Q: 3 clusters Score -3418580 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3418868.250000 Penalty: 3399.159424
	Iteration 42Q: 3 clusters Score -3418868 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3419159.500000 Penalty: 3399.159424
	Iteration 43Q: 3 clusters Score -3419160 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3419425.000000 Penalty: 3399.159424
	Iteration 44Q: 3 clusters Score -3419425 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3419654.750000 Penalty: 3399.159424
	Iteration 45Q: 3 clusters Score -3419655 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3419840.250000 Penalty: 3399.159424
	Iteration 46Q: 3 clusters Score -3419840 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3419944.750000 Penalty: 3399.159424
	Iteration 47Q: 3 clusters Score -3419945 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3420035.500000 Penalty: 3399.159424
	Iteration 48Q: 3 clusters Score -3420036 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3420081.750000 Penalty: 3399.159424
	Iteration 49Q: 3 clusters Score -3420082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3420127.750000 Penalty: 3399.159424
	Iteration 50Q: 3 clusters Score -3420128 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3420164.750000 Penalty: 3399.159424
	Iteration 51Q: 3 clusters Score -3420165 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3420188.250000 Penalty: 3399.159424
	Iteration 52Q: 3 clusters Score -3420188 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3420204.750000 Penalty: 3399.159424
	Iteration 53Q: 3 clusters Score -3420205 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3420218.750000 Penalty: 3399.159424
	Iteration 54Q: 3 clusters Score -3420219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3420228.500000 Penalty: 3399.159424
	Iteration 55Q: 3 clusters Score -3420228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3420224.000000 Penalty: 3399.159424
	Iteration 56Q: 3 clusters Score -3420224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3420227.000000 Penalty: 3399.159424
	Iteration 57Q: 3 clusters Score -3420227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3420233.000000 Penalty: 3399.159424
	Iteration 58Q: 3 clusters Score -3420233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3420244.250000 Penalty: 3399.159424
	Iteration 59Q: 3 clusters Score -3420244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3420247.750000 Penalty: 3399.159424
	Iteration 60F: 3 clusters Score -3420248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3420242.500000 Penalty: 3399.159424
	Iteration 61Q: 3 clusters Score -3420242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3420258.750000 Penalty: 3399.159424
	Iteration 62Q: 3 clusters Score -3420259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3420258.000000 Penalty: 3399.159424
	Iteration 63Q: 3 clusters Score -3420258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3420254.500000 Penalty: 3399.159424
	Iteration 64Q: 3 clusters Score -3420254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3420257.750000 Penalty: 3399.159424
	Iteration 65Q: 3 clusters Score -3420258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3420260.500000 Penalty: 3399.159424
	Iteration 66Q: 3 clusters Score -3420260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3420255.750000 Penalty: 3399.159424
	Iteration 67Q: 3 clusters Score -3420256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3420251.250000 Penalty: 3399.159424
	Iteration 68Q: 3 clusters Score -3420251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3420255.750000 Penalty: 3399.159424
	Iteration 69Q: 3 clusters Score -3420256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3420258.000000 Penalty: 3399.159424
	Iteration 70Q: 3 clusters Score -3420258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3420257.000000 Penalty: 3399.159424
	Iteration 71Q: 3 clusters Score -3420257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3420255.000000 Penalty: 3399.159424
	Iteration 72Q: 3 clusters Score -3420255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3420252.250000 Penalty: 3399.159424
	Iteration 73Q: 3 clusters Score -3420252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3420255.000000 Penalty: 3399.159424
	Iteration 74Q: 3 clusters Score -3420255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3420250.750000 Penalty: 3399.159424
	Iteration 75Q: 3 clusters Score -3420251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3420250.500000 Penalty: 3399.159424
	Iteration 76Q: 3 clusters Score -3420250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3420253.750000 Penalty: 3399.159424
	Iteration 77Q: 3 clusters Score -3420254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3420256.750000 Penalty: 3399.159424
	Iteration 78Q: 3 clusters Score -3420257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3420265.750000 Penalty: 3399.159424
	Iteration 79Q: 3 clusters Score -3420266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3420255.500000 Penalty: 3399.159424
	Iteration 80F: 3 clusters Score -3420256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3420245.750000 Penalty: 3399.159424
	Iteration 81Q: 3 clusters Score -3420246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3420246.250000 Penalty: 3399.159424
	Iteration 82Q: 3 clusters Score -3420246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3420246.500000 Penalty: 3399.159424
	Iteration 83Q: 3 clusters Score -3420246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3420250.750000 Penalty: 3399.159424
	Iteration 84Q: 3 clusters Score -3420251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3420249.750000 Penalty: 3399.159424
	Iteration 85Q: 3 clusters Score -3420250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3420255.000000 Penalty: 3399.159424
	Iteration 86Q: 3 clusters Score -3420255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3420248.250000 Penalty: 3399.159424
	Iteration 87Q: 3 clusters Score -3420248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3420246.000000 Penalty: 3399.159424
	Iteration 88Q: 3 clusters Score -3420246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3420250.500000 Penalty: 3399.159424
	Iteration 89Q: 3 clusters Score -3420250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3420247.000000 Penalty: 3399.159424
	Iteration 90Q: 3 clusters Score -3420247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3420251.250000 Penalty: 3399.159424
	Iteration 91Q: 3 clusters Score -3420251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3420259.500000 Penalty: 3399.159424
	Iteration 92Q: 3 clusters Score -3420260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3420265.500000 Penalty: 3399.159424
	Iteration 93Q: 3 clusters Score -3420266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3420264.000000 Penalty: 3399.159424
	Iteration 94Q: 3 clusters Score -3420264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3420271.000000 Penalty: 3399.159424
	Iteration 95Q: 3 clusters Score -3420271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3420263.000000 Penalty: 3399.159424
	Iteration 96Q: 3 clusters Score -3420263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3420264.500000 Penalty: 3399.159424
	Iteration 97Q: 3 clusters Score -3420264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3420265.500000 Penalty: 3399.159424
	Iteration 98Q: 3 clusters Score -3420266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3420267.750000 Penalty: 3399.159424
	Iteration 99Q: 3 clusters Score -3420268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3420263.500000 Penalty: 3399.159424
	Iteration 100F: 3 clusters Score -3420264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3420262.750000 Penalty: 3399.159424
	Iteration 101Q: 3 clusters Score -3420263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3420263.250000 Penalty: 3399.159424
	Iteration 102Q: 3 clusters Score -3420263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3420267.750000 Penalty: 3399.159424
	Iteration 103Q: 3 clusters Score -3420268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3420275.250000 Penalty: 3399.159424
	Iteration 104Q: 3 clusters Score -3420275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3420272.250000 Penalty: 3399.159424
	Iteration 105Q: 3 clusters Score -3420272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3420273.250000 Penalty: 3399.159424
	Iteration 106Q: 3 clusters Score -3420273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3420274.500000 Penalty: 3399.159424
	Iteration 107Q: 3 clusters Score -3420274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3420272.500000 Penalty: 3399.159424
	Iteration 108Q: 3 clusters Score -3420272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3420269.500000 Penalty: 3399.159424
	Iteration 109Q: 3 clusters Score -3420270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3420266.500000 Penalty: 3399.159424
	Iteration 110Q: 3 clusters Score -3420266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3420265.250000 Penalty: 3399.159424
	Iteration 111Q: 3 clusters Score -3420265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3420269.250000 Penalty: 3399.159424
	Iteration 112Q: 3 clusters Score -3420269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3420272.250000 Penalty: 3399.159424
	Iteration 113Q: 3 clusters Score -3420272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3420264.000000 Penalty: 3399.159424
	Iteration 114Q: 3 clusters Score -3420264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3420263.000000 Penalty: 3399.159424
	Iteration 115Q: 3 clusters Score -3420263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3420263.250000 Penalty: 3399.159424
	Iteration 116Q: 3 clusters Score -3420263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3420267.500000 Penalty: 3399.159424
	Iteration 117Q: 3 clusters Score -3420268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3420271.250000 Penalty: 3399.159424
	Iteration 118Q: 3 clusters Score -3420271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3420275.250000 Penalty: 3399.159424
	Iteration 119Q: 3 clusters Score -3420275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3420281.500000 Penalty: 3399.159424
	Iteration 120F: 3 clusters Score -3420282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3420283.250000 Penalty: 3399.159424
	Iteration 121Q: 3 clusters Score -3420283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3420285.500000 Penalty: 3399.159424
	Iteration 122Q: 3 clusters Score -3420286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3420280.500000 Penalty: 3399.159424
	Iteration 123Q: 3 clusters Score -3420280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3420278.000000 Penalty: 3399.159424
	Iteration 124Q: 3 clusters Score -3420278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3420283.500000 Penalty: 3399.159424
	Iteration 125Q: 3 clusters Score -3420284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3420282.500000 Penalty: 3399.159424
	Iteration 126Q: 3 clusters Score -3420282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3420282.500000 Penalty: 3399.159424
	Iteration 127Q: 3 clusters Score -3420282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3420278.500000 Penalty: 3399.159424
	Iteration 128Q: 3 clusters Score -3420278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3420281.750000 Penalty: 3399.159424
	Iteration 129Q: 3 clusters Score -3420282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3420285.500000 Penalty: 3399.159424
	Iteration 130Q: 3 clusters Score -3420286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3420291.750000 Penalty: 3399.159424
	Iteration 131Q: 3 clusters Score -3420292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3420290.000000 Penalty: 3399.159424
	Iteration 132Q: 3 clusters Score -3420290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3420291.250000 Penalty: 3399.159424
	Iteration 133Q: 3 clusters Score -3420291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3420297.750000 Penalty: 3399.159424
	Iteration 134Q: 3 clusters Score -3420298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3420299.750000 Penalty: 3399.159424
	Iteration 135Q: 3 clusters Score -3420300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3420294.750000 Penalty: 3399.159424
	Iteration 136Q: 3 clusters Score -3420295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3420296.750000 Penalty: 3399.159424
	Iteration 137Q: 3 clusters Score -3420297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3420295.000000 Penalty: 3399.159424
	Iteration 138Q: 3 clusters Score -3420295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3420297.750000 Penalty: 3399.159424
	Iteration 139Q: 3 clusters Score -3420298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3420297.750000 Penalty: 3399.159424
	Iteration 140F: 3 clusters Score -3420298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3420297.500000 Penalty: 3399.159424
	Iteration 141Q: 3 clusters Score -3420298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3420295.250000 Penalty: 3399.159424
	Iteration 142Q: 3 clusters Score -3420295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3420295.000000 Penalty: 3399.159424
	Iteration 143Q: 3 clusters Score -3420295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3420296.750000 Penalty: 3399.159424
	Iteration 144Q: 3 clusters Score -3420297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3420302.000000 Penalty: 3399.159424
	Iteration 145Q: 3 clusters Score -3420302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3420303.250000 Penalty: 3399.159424
	Iteration 146Q: 3 clusters Score -3420303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3420306.250000 Penalty: 3399.159424
	Iteration 147Q: 3 clusters Score -3420306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3420299.250000 Penalty: 3399.159424
	Iteration 148Q: 3 clusters Score -3420299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3420295.500000 Penalty: 3399.159424
	Iteration 149Q: 3 clusters Score -3420296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3420292.000000 Penalty: 3399.159424
	Iteration 150Q: 3 clusters Score -3420292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3420298.000000 Penalty: 3399.159424
	Iteration 151Q: 3 clusters Score -3420298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3420302.000000 Penalty: 3399.159424
	Iteration 152Q: 3 clusters Score -3420302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3420305.500000 Penalty: 3399.159424
	Iteration 153Q: 3 clusters Score -3420306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3420297.750000 Penalty: 3399.159424
	Iteration 154Q: 3 clusters Score -3420298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3420298.000000 Penalty: 3399.159424
	Iteration 155Q: 3 clusters Score -3420298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3420299.750000 Penalty: 3399.159424
	Iteration 156Q: 3 clusters Score -3420300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3420300.250000 Penalty: 3399.159424
	Iteration 157Q: 3 clusters Score -3420300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3420302.250000 Penalty: 3399.159424
	Iteration 158Q: 3 clusters Score -3420302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3420303.250000 Penalty: 3399.159424
	Iteration 159Q: 3 clusters Score -3420303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3420303.250000 Penalty: 3399.159424
	Iteration 160F: 3 clusters Score -3420303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Entering Unmasked Estep 
Score: -3635241.750000 Penalty: 1713.498169
	Iteration 0F: 2 clusters Score -3635242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3610257.750000 Penalty: 3426.996338
	Iteration 0F: 3 clusters Score -3610258 nChanged 17596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3620214.500000 Penalty: 3426.996338
	Iteration 1F: 3 clusters Score -3620214 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3620817.250000 Penalty: 3426.996338
	Iteration 2Q: 3 clusters Score -3620817 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3621483.250000 Penalty: 3426.996338
	Iteration 3Q: 3 clusters Score -3621483 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -3622267.500000 Penalty: 3426.996338
	Iteration 4Q: 3 clusters Score -3622268 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3623308.500000 Penalty: 3426.996338
	Iteration 5F: 3 clusters Score -3623308 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3624648.750000 Penalty: 3426.996338
	Iteration 6F: 3 clusters Score -3624649 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3626113.250000 Penalty: 3426.996338
	Iteration 7F: 3 clusters Score -3626113 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3627288.000000 Penalty: 3426.996338
	Iteration 8F: 3 clusters Score -3627288 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3628015.250000 Penalty: 3426.996338
	Iteration 9Q: 3 clusters Score -3628015 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3628347.750000 Penalty: 3426.996338
	Iteration 10Q: 3 clusters Score -3628348 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3628531.000000 Penalty: 3426.996338
	Iteration 11Q: 3 clusters Score -3628531 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3628623.250000 Penalty: 3426.996338
	Iteration 12Q: 3 clusters Score -3628623 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3628706.500000 Penalty: 3426.996338
	Iteration 13Q: 3 clusters Score -3628706 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3628774.750000 Penalty: 3426.996338
	Iteration 14Q: 3 clusters Score -3628775 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3628820.250000 Penalty: 3426.996338
	Iteration 15Q: 3 clusters Score -3628820 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3628834.500000 Penalty: 3426.996338
	Iteration 16Q: 3 clusters Score -3628834 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3628881.750000 Penalty: 3426.996338
	Iteration 17Q: 3 clusters Score -3628882 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3628922.500000 Penalty: 3426.996338
	Iteration 18Q: 3 clusters Score -3628922 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3628930.000000 Penalty: 3426.996338
	Iteration 19Q: 3 clusters Score -3628930 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3628941.750000 Penalty: 3426.996338
	Iteration 20F: 3 clusters Score -3628942 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3628945.000000 Penalty: 3426.996338
	Iteration 21Q: 3 clusters Score -3628945 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3628977.500000 Penalty: 3426.996338
	Iteration 22Q: 3 clusters Score -3628978 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3629000.500000 Penalty: 3426.996338
	Iteration 23Q: 3 clusters Score -3629000 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3629019.750000 Penalty: 3426.996338
	Iteration 24Q: 3 clusters Score -3629020 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3629038.250000 Penalty: 3426.996338
	Iteration 25Q: 3 clusters Score -3629038 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3629051.000000 Penalty: 3426.996338
	Iteration 26Q: 3 clusters Score -3629051 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3629087.500000 Penalty: 3426.996338
	Iteration 27Q: 3 clusters Score -3629088 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3629129.500000 Penalty: 3426.996338
	Iteration 28Q: 3 clusters Score -3629130 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3629157.500000 Penalty: 3426.996338
	Iteration 29Q: 3 clusters Score -3629158 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3629214.750000 Penalty: 3426.996338
	Iteration 30Q: 3 clusters Score -3629215 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3629280.250000 Penalty: 3426.996338
	Iteration 31Q: 3 clusters Score -3629280 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3629337.000000 Penalty: 3426.996338
	Iteration 32Q: 3 clusters Score -3629337 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3629411.500000 Penalty: 3426.996338
	Iteration 33Q: 3 clusters Score -3629412 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -3629454.250000 Penalty: 3426.996338
	Iteration 34Q: 3 clusters Score -3629454 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3629485.250000 Penalty: 3426.996338
	Iteration 35Q: 3 clusters Score -3629485 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3629540.750000 Penalty: 3426.996338
	Iteration 36Q: 3 clusters Score -3629541 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3629606.750000 Penalty: 3426.996338
	Iteration 37Q: 3 clusters Score -3629607 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3629643.000000 Penalty: 3426.996338
	Iteration 38Q: 3 clusters Score -3629643 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3629687.750000 Penalty: 3426.996338
	Iteration 39Q: 3 clusters Score -3629688 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -3629738.500000 Penalty: 3426.996338
	Iteration 40F: 3 clusters Score -3629738 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3629793.500000 Penalty: 3426.996338
	Iteration 41Q: 3 clusters Score -3629794 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3629840.500000 Penalty: 3426.996338
	Iteration 42Q: 3 clusters Score -3629840 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3629878.500000 Penalty: 3426.996338
	Iteration 43Q: 3 clusters Score -3629878 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3629924.750000 Penalty: 3426.996338
	Iteration 44Q: 3 clusters Score -3629925 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3629981.750000 Penalty: 3426.996338
	Iteration 45Q: 3 clusters Score -3629982 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3630063.250000 Penalty: 3426.996338
	Iteration 46Q: 3 clusters Score -3630063 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3630153.000000 Penalty: 3426.996338
	Iteration 47Q: 3 clusters Score -3630153 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3630234.000000 Penalty: 3426.996338
	Iteration 48Q: 3 clusters Score -3630234 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3630357.000000 Penalty: 3426.996338
	Iteration 49Q: 3 clusters Score -3630357 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3630508.750000 Penalty: 3426.996338
	Iteration 50Q: 3 clusters Score -3630509 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3630634.000000 Penalty: 3426.996338
	Iteration 51Q: 3 clusters Score -3630634 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3630771.000000 Penalty: 3426.996338
	Iteration 52Q: 3 clusters Score -3630771 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -3630913.250000 Penalty: 3426.996338
	Iteration 53Q: 3 clusters Score -3630913 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -3631072.000000 Penalty: 3426.996338
	Iteration 54Q: 3 clusters Score -3631072 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -3631238.500000 Penalty: 3426.996338
	Iteration 55Q: 3 clusters Score -3631238 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3631434.750000 Penalty: 3426.996338
	Iteration 56Q: 3 clusters Score -3631435 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3631618.250000 Penalty: 3426.996338
	Iteration 57Q: 3 clusters Score -3631618 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3631856.000000 Penalty: 3426.996338
	Iteration 58Q: 3 clusters Score -3631856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -3632079.500000 Penalty: 3426.996338
	Iteration 59Q: 3 clusters Score -3632080 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -3632257.000000 Penalty: 3426.996338
	Iteration 60F: 3 clusters Score -3632257 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -3632619.250000 Penalty: 3426.996338
	Iteration 61Q: 3 clusters Score -3632619 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3632959.000000 Penalty: 3426.996338
	Iteration 62Q: 3 clusters Score -3632959 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -3633241.750000 Penalty: 3426.996338
	Iteration 63Q: 3 clusters Score -3633242 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -3633464.500000 Penalty: 3426.996338
	Iteration 64Q: 3 clusters Score -3633464 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -3633626.750000 Penalty: 3426.996338
	Iteration 65Q: 3 clusters Score -3633627 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -3633739.500000 Penalty: 3426.996338
	Iteration 66Q: 3 clusters Score -3633740 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -3633827.000000 Penalty: 3426.996338
	Iteration 67Q: 3 clusters Score -3633827 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3633889.250000 Penalty: 3426.996338
	Iteration 68Q: 3 clusters Score -3633889 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -3633949.000000 Penalty: 3426.996338
	Iteration 69Q: 3 clusters Score -3633949 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -3634001.250000 Penalty: 3426.996338
	Iteration 70Q: 3 clusters Score -3634001 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -3634056.500000 Penalty: 3426.996338
	Iteration 71Q: 3 clusters Score -3634056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -3634089.750000 Penalty: 3426.996338
	Iteration 72Q: 3 clusters Score -3634090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -3634110.500000 Penalty: 3426.996338
	Iteration 73Q: 3 clusters Score -3634110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -3634136.750000 Penalty: 3426.996338
	Iteration 74Q: 3 clusters Score -3634137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -3634152.500000 Penalty: 3426.996338
	Iteration 75Q: 3 clusters Score -3634152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -3634167.500000 Penalty: 3426.996338
	Iteration 76Q: 3 clusters Score -3634168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -3634170.000000 Penalty: 3426.996338
	Iteration 77Q: 3 clusters Score -3634170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -3634178.250000 Penalty: 3426.996338
	Iteration 78Q: 3 clusters Score -3634178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -3634175.000000 Penalty: 3426.996338
	Iteration 79Q: 3 clusters Score -3634175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -3634190.250000 Penalty: 3426.996338
	Iteration 80F: 3 clusters Score -3634190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -3634205.500000 Penalty: 3426.996338
	Iteration 81Q: 3 clusters Score -3634206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3634208.250000 Penalty: 3426.996338
	Iteration 82Q: 3 clusters Score -3634208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3634215.000000 Penalty: 3426.996338
	Iteration 83Q: 3 clusters Score -3634215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -3634205.250000 Penalty: 3426.996338
	Iteration 84Q: 3 clusters Score -3634205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -3634206.250000 Penalty: 3426.996338
	Iteration 85Q: 3 clusters Score -3634206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -3634208.250000 Penalty: 3426.996338
	Iteration 86Q: 3 clusters Score -3634208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -3634207.750000 Penalty: 3426.996338
	Iteration 87Q: 3 clusters Score -3634208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -3634201.500000 Penalty: 3426.996338
	Iteration 88Q: 3 clusters Score -3634202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -3634204.750000 Penalty: 3426.996338
	Iteration 89Q: 3 clusters Score -3634205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -3634197.750000 Penalty: 3426.996338
	Iteration 90Q: 3 clusters Score -3634198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3634203.500000 Penalty: 3426.996338
	Iteration 91Q: 3 clusters Score -3634204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -3634200.500000 Penalty: 3426.996338
	Iteration 92Q: 3 clusters Score -3634200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -3634202.250000 Penalty: 3426.996338
	Iteration 93Q: 3 clusters Score -3634202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -3634205.000000 Penalty: 3426.996338
	Iteration 94Q: 3 clusters Score -3634205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -3634204.500000 Penalty: 3426.996338
	Iteration 95Q: 3 clusters Score -3634204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -3634209.750000 Penalty: 3426.996338
	Iteration 96Q: 3 clusters Score -3634210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -3634208.250000 Penalty: 3426.996338
	Iteration 97Q: 3 clusters Score -3634208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -3634206.000000 Penalty: 3426.996338
	Iteration 98Q: 3 clusters Score -3634206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -3634206.000000 Penalty: 3426.996338
	Iteration 99F: 3 clusters Score -3634206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -123622.648438 Penalty: 1178.803955
	Iteration 0F: 2 clusters Score -123622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -121912.171875 Penalty: 2357.607910
	Iteration 0F: 3 clusters Score -121912.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122285.562500 Penalty: 2357.607910
	Iteration 1F: 3 clusters Score -122285.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -122399.945312 Penalty: 2357.607910
	Iteration 2F: 3 clusters Score -122399.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122464.796875 Penalty: 2357.607910
	Iteration 3Q: 3 clusters Score -122464.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -122521.710938 Penalty: 2357.607910
	Iteration 4Q: 3 clusters Score -122521.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -122565.609375 Penalty: 2357.607910
	Iteration 5Q: 3 clusters Score -122565.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -122592.406250 Penalty: 2357.607910
	Iteration 6Q: 3 clusters Score -122592.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -122609.304688 Penalty: 2357.607910
	Iteration 7Q: 3 clusters Score -122609.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -122622.468750 Penalty: 2357.607910
	Iteration 8Q: 3 clusters Score -122622.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -122630.335938 Penalty: 2357.607910
	Iteration 9Q: 3 clusters Score -122630.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -122636.546875 Penalty: 2357.607910
	Iteration 10Q: 3 clusters Score -122636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -122640.218750 Penalty: 2357.607910
	Iteration 11Q: 3 clusters Score -122640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -122643.460938 Penalty: 2357.607910
	Iteration 12Q: 3 clusters Score -122643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -122648.812500 Penalty: 2357.607910
	Iteration 13Q: 3 clusters Score -122648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -122651.656250 Penalty: 2357.607910
	Iteration 14Q: 3 clusters Score -122651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -122652.773438 Penalty: 2357.607910
	Iteration 15Q: 3 clusters Score -122652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -122653.843750 Penalty: 2357.607910
	Iteration 16Q: 3 clusters Score -122653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -122653.843750 Penalty: 2357.607910
	Iteration 17F: 3 clusters Score -122653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -210517.203125 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -210517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -208209.890625 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -208209.9 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -208690.859375 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -208690.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -208795.296875 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -208795.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -208846.578125 Penalty: 2514.157959
	Iteration 3Q: 3 clusters Score -208846.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -208880.515625 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -208880.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -208915.343750 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -208915.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -208947.937500 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -208947.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -208970.359375 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -208970.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -208986.359375 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -208986.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -208999.203125 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -208999.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -209014.843750 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -209014.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -209027.156250 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -209027.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -209044.078125 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -209044.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -209057.562500 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -209057.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -209074.531250 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -209074.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -209093.703125 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -209093.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -209104.125000 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -209104.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -209118.953125 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -209119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -209134.828125 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -209134.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -209151.906250 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -209151.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -209178.875000 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -209178.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -209199.531250 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -209199.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -209219.500000 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -209219.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -209233.046875 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -209233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -209244.421875 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -209244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -209259.000000 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -209259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -209275.765625 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -209275.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -209292.375000 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -209292.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -209310.531250 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -209310.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -209327.140625 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -209327.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -209344.328125 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -209344.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -209360.953125 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -209361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -209382.203125 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -209382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -209390.296875 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -209390.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -209399.500000 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -209399.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -209408.937500 Penalty: 2514.157959
	Iteration 35Q: 3 clusters Score -209408.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -209422.671875 Penalty: 2514.157959
	Iteration 36Q: 3 clusters Score -209422.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -209439.578125 Penalty: 2514.157959
	Iteration 37Q: 3 clusters Score -209439.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -209453.687500 Penalty: 2514.157959
	Iteration 38Q: 3 clusters Score -209453.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -209470.125000 Penalty: 2514.157959
	Iteration 39Q: 3 clusters Score -209470.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -209491.937500 Penalty: 2514.157959
	Iteration 40F: 3 clusters Score -209491.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -209520.218750 Penalty: 2514.157959
	Iteration 41Q: 3 clusters Score -209520.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -209555.265625 Penalty: 2514.157959
	Iteration 42Q: 3 clusters Score -209555.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -209577.671875 Penalty: 2514.157959
	Iteration 43Q: 3 clusters Score -209577.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -209594.281250 Penalty: 2514.157959
	Iteration 44Q: 3 clusters Score -209594.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -209607.796875 Penalty: 2514.157959
	Iteration 45Q: 3 clusters Score -209607.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -209622.140625 Penalty: 2514.157959
	Iteration 46Q: 3 clusters Score -209622.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -209629.984375 Penalty: 2514.157959
	Iteration 47Q: 3 clusters Score -209630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -209633.437500 Penalty: 2514.157959
	Iteration 48Q: 3 clusters Score -209633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -209635.968750 Penalty: 2514.157959
	Iteration 49Q: 3 clusters Score -209636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -209639.500000 Penalty: 2514.157959
	Iteration 50Q: 3 clusters Score -209639.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -209643.812500 Penalty: 2514.157959
	Iteration 51Q: 3 clusters Score -209643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -209645.500000 Penalty: 2514.157959
	Iteration 52Q: 3 clusters Score -209645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -209647.078125 Penalty: 2514.157959
	Iteration 53Q: 3 clusters Score -209647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -209649.015625 Penalty: 2514.157959
	Iteration 54Q: 3 clusters Score -209649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -209649.718750 Penalty: 2514.157959
	Iteration 55Q: 3 clusters Score -209649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -209650.093750 Penalty: 2514.157959
	Iteration 56Q: 3 clusters Score -209650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -209650.093750 Penalty: 2514.157959
	Iteration 57F: 3 clusters Score -209650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Entering Unmasked Estep 
Score: -3737507.500000 Penalty: 1717.559570
	Iteration 0F: 2 clusters Score -3737508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3713410.750000 Penalty: 3435.119141
	Iteration 0F: 3 clusters Score -3713411 nChanged 18167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3723389.500000 Penalty: 3435.119141
	Iteration 1F: 3 clusters Score -3723390 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3723766.750000 Penalty: 3435.119141
	Iteration 2Q: 3 clusters Score -3723767 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3724141.250000 Penalty: 3435.119141
	Iteration 3Q: 3 clusters Score -3724141 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3724493.250000 Penalty: 3435.119141
	Iteration 4Q: 3 clusters Score -3724493 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3724904.250000 Penalty: 3435.119141
	Iteration 5Q: 3 clusters Score -3724904 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3725363.250000 Penalty: 3435.119141
	Iteration 6Q: 3 clusters Score -3725363 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3725947.750000 Penalty: 3435.119141
	Iteration 7Q: 3 clusters Score -3725948 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3726831.250000 Penalty: 3435.119141
	Iteration 8Q: 3 clusters Score -3726831 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3728166.000000 Penalty: 3435.119141
	Iteration 9F: 3 clusters Score -3728166 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3729666.000000 Penalty: 3435.119141
	Iteration 10F: 3 clusters Score -3729666 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3731030.000000 Penalty: 3435.119141
	Iteration 11Q: 3 clusters Score -3731030 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3731940.750000 Penalty: 3435.119141
	Iteration 12Q: 3 clusters Score -3731941 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3732467.500000 Penalty: 3435.119141
	Iteration 13Q: 3 clusters Score -3732468 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -3732781.000000 Penalty: 3435.119141
	Iteration 14Q: 3 clusters Score -3732781 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3733016.250000 Penalty: 3435.119141
	Iteration 15Q: 3 clusters Score -3733016 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -3733259.250000 Penalty: 3435.119141
	Iteration 16Q: 3 clusters Score -3733259 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -3733533.250000 Penalty: 3435.119141
	Iteration 17Q: 3 clusters Score -3733533 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -3733740.000000 Penalty: 3435.119141
	Iteration 18Q: 3 clusters Score -3733740 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -3734021.000000 Penalty: 3435.119141
	Iteration 19Q: 3 clusters Score -3734021 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -3734324.500000 Penalty: 3435.119141
	Iteration 20F: 3 clusters Score -3734324 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -3734484.000000 Penalty: 3435.119141
	Iteration 21Q: 3 clusters Score -3734484 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3734604.750000 Penalty: 3435.119141
	Iteration 22Q: 3 clusters Score -3734605 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -3734725.000000 Penalty: 3435.119141
	Iteration 23Q: 3 clusters Score -3734725 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -3734818.250000 Penalty: 3435.119141
	Iteration 24Q: 3 clusters Score -3734818 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -3734923.000000 Penalty: 3435.119141
	Iteration 25Q: 3 clusters Score -3734923 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -3735003.000000 Penalty: 3435.119141
	Iteration 26Q: 3 clusters Score -3735003 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -3735104.500000 Penalty: 3435.119141
	Iteration 27Q: 3 clusters Score -3735104 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -3735175.000000 Penalty: 3435.119141
	Iteration 28Q: 3 clusters Score -3735175 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -3735265.000000 Penalty: 3435.119141
	Iteration 29Q: 3 clusters Score -3735265 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -3735332.750000 Penalty: 3435.119141
	Iteration 30Q: 3 clusters Score -3735333 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -3735393.000000 Penalty: 3435.119141
	Iteration 31Q: 3 clusters Score -3735393 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -3735460.250000 Penalty: 3435.119141
	Iteration 32Q: 3 clusters Score -3735460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -3735514.000000 Penalty: 3435.119141
	Iteration 33Q: 3 clusters Score -3735514 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -3735588.000000 Penalty: 3435.119141
	Iteration 34Q: 3 clusters Score -3735588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -3735655.000000 Penalty: 3435.119141
	Iteration 35Q: 3 clusters Score -3735655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -3735704.750000 Penalty: 3435.119141
	Iteration 36Q: 3 clusters Score -3735705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -3735742.500000 Penalty: 3435.119141
	Iteration 37Q: 3 clusters Score -3735742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -3735772.750000 Penalty: 3435.119141
	Iteration 38Q: 3 clusters Score -3735773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -3735804.750000 Penalty: 3435.119141
	Iteration 39Q: 3 clusters Score -3735805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3735847.750000 Penalty: 3435.119141
	Iteration 40F: 3 clusters Score -3735848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -3735870.750000 Penalty: 3435.119141
	Iteration 41Q: 3 clusters Score -3735871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -3735882.500000 Penalty: 3435.119141
	Iteration 42Q: 3 clusters Score -3735882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -3735900.000000 Penalty: 3435.119141
	Iteration 43Q: 3 clusters Score -3735900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -3735918.750000 Penalty: 3435.119141
	Iteration 44Q: 3 clusters Score -3735919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -3735927.500000 Penalty: 3435.119141
	Iteration 45Q: 3 clusters Score -3735928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -3735932.000000 Penalty: 3435.119141
	Iteration 46Q: 3 clusters Score -3735932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -3735934.250000 Penalty: 3435.119141
	Iteration 47Q: 3 clusters Score -3735934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -3735945.250000 Penalty: 3435.119141
	Iteration 48Q: 3 clusters Score -3735945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -3735948.000000 Penalty: 3435.119141
	Iteration 49Q: 3 clusters Score -3735948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -3735949.750000 Penalty: 3435.119141
	Iteration 50Q: 3 clusters Score -3735950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -3735962.000000 Penalty: 3435.119141
	Iteration 51Q: 3 clusters Score -3735962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -3735969.000000 Penalty: 3435.119141
	Iteration 52Q: 3 clusters Score -3735969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -3735980.500000 Penalty: 3435.119141
	Iteration 53Q: 3 clusters Score -3735980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -3735985.250000 Penalty: 3435.119141
	Iteration 54Q: 3 clusters Score -3735985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -3735983.750000 Penalty: 3435.119141
	Iteration 55Q: 3 clusters Score -3735984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -3735987.500000 Penalty: 3435.119141
	Iteration 56Q: 3 clusters Score -3735988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -3735990.500000 Penalty: 3435.119141
	Iteration 57Q: 3 clusters Score -3735990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -3736005.000000 Penalty: 3435.119141
	Iteration 58Q: 3 clusters Score -3736005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -3736007.000000 Penalty: 3435.119141
	Iteration 59Q: 3 clusters Score -3736007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -3736005.500000 Penalty: 3435.119141
	Iteration 60F: 3 clusters Score -3736006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -3736007.250000 Penalty: 3435.119141
	Iteration 61Q: 3 clusters Score -3736007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -3736007.250000 Penalty: 3435.119141
	Iteration 62F: 3 clusters Score -3736007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -401431.593750 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -401431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -397862.031250 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -397862 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -398943.437500 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -398943.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -399260.468750 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -399260.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -399536.406250 Penalty: 2721.179688
	Iteration 3F: 3 clusters Score -399536.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -399792.062500 Penalty: 2721.179688
	Iteration 4F: 3 clusters Score -399792.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -399994.093750 Penalty: 2721.179688
	Iteration 5F: 3 clusters Score -399994.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -400128.187500 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -400128.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -400193.812500 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -400193.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -400251.062500 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -400251.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -400282.875000 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -400282.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -400303.156250 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -400303.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -400318.531250 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -400318.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -400332.625000 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -400332.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -400347.375000 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -400347.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -400358.906250 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -400358.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -400366.406250 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -400366.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -400372.656250 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -400372.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -400375.812500 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -400375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -400378.625000 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -400378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -400383.812500 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -400383.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -400387.937500 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -400387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -400391.156250 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -400391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -400392.312500 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -400392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -400395.687500 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -400395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -400397.750000 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -400397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -400400.812500 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -400400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -400402.500000 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -400402.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -400404.312500 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -400404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -400405.093750 Penalty: 2721.179688
	Iteration 28Q: 3 clusters Score -400405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -400406.812500 Penalty: 2721.179688
	Iteration 29Q: 3 clusters Score -400406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -400408.468750 Penalty: 2721.179688
	Iteration 30Q: 3 clusters Score -400408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -400408.062500 Penalty: 2721.179688
	Iteration 31Q: 3 clusters Score -400408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -400408.062500 Penalty: 2721.179688
	Iteration 32F: 3 clusters Score -400408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -126798.148438 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -126798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125096.046875 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -125096 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125485.531250 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -125485.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -125654.242188 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -125654.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -125728.289062 Penalty: 2350.638428
	Iteration 3F: 3 clusters Score -125728.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -125780.265625 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -125780.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -125825.664062 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -125825.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -125875.335938 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -125875.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -125907.718750 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -125907.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -125932.617188 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -125932.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -125954.062500 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -125954.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -125979.867188 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -125979.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -125998.281250 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -125998.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -126010.398438 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -126010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -126019.398438 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -126019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -126027.773438 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -126027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -126034.414062 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -126034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -126036.617188 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -126036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -126038.132812 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -126038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -126038.562500 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -126038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -126038.914062 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -126038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -126039.046875 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -126039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -417031.031250 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -417031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -413304.125000 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -413304.1 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -414431.937500 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -414431.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -414681.781250 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -414681.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -414881.968750 Penalty: 2738.079102
	Iteration 3F: 3 clusters Score -414882 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -415047.218750 Penalty: 2738.079102
	Iteration 4F: 3 clusters Score -415047.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -415184.656250 Penalty: 2738.079102
	Iteration 5Q: 3 clusters Score -415184.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -415306.500000 Penalty: 2738.079102
	Iteration 6Q: 3 clusters Score -415306.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -415410.156250 Penalty: 2738.079102
	Iteration 7Q: 3 clusters Score -415410.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -415481.781250 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -415481.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -415543.968750 Penalty: 2738.079102
	Iteration 9Q: 3 clusters Score -415544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -415594.781250 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -415594.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -415633.093750 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -415633.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -415666.906250 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -415666.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -415693.250000 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -415693.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -415711.500000 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -415711.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -415734.906250 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -415734.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -415759.343750 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -415759.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -415783.781250 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -415783.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -415803.812500 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -415803.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -415830.125000 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -415830.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -415849.500000 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -415849.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -415867.875000 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -415867.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -415890.968750 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -415891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -415918.218750 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -415918.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -415949.562500 Penalty: 2738.079102
	Iteration 24Q: 3 clusters Score -415949.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -415968.687500 Penalty: 2738.079102
	Iteration 25Q: 3 clusters Score -415968.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -415985.343750 Penalty: 2738.079102
	Iteration 26Q: 3 clusters Score -415985.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -416004.593750 Penalty: 2738.079102
	Iteration 27Q: 3 clusters Score -416004.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -416029.375000 Penalty: 2738.079102
	Iteration 28Q: 3 clusters Score -416029.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -416061.156250 Penalty: 2738.079102
	Iteration 29Q: 3 clusters Score -416061.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -416084.625000 Penalty: 2738.079102
	Iteration 30Q: 3 clusters Score -416084.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -416104.781250 Penalty: 2738.079102
	Iteration 31Q: 3 clusters Score -416104.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -416122.343750 Penalty: 2738.079102
	Iteration 32Q: 3 clusters Score -416122.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -416141.125000 Penalty: 2738.079102
	Iteration 33Q: 3 clusters Score -416141.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -416157.937500 Penalty: 2738.079102
	Iteration 34Q: 3 clusters Score -416157.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -416181.093750 Penalty: 2738.079102
	Iteration 35Q: 3 clusters Score -416181.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -416212.468750 Penalty: 2738.079102
	Iteration 36Q: 3 clusters Score -416212.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -416261.687500 Penalty: 2738.079102
	Iteration 37Q: 3 clusters Score -416261.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -416319.312500 Penalty: 2738.079102
	Iteration 38Q: 3 clusters Score -416319.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -416400.625000 Penalty: 2738.079102
	Iteration 39Q: 3 clusters Score -416400.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -416514.156250 Penalty: 2738.079102
	Iteration 40F: 3 clusters Score -416514.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -416589.000000 Penalty: 2738.079102
	Iteration 41Q: 3 clusters Score -416589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -416615.500000 Penalty: 2738.079102
	Iteration 42Q: 3 clusters Score -416615.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -416626.812500 Penalty: 2738.079102
	Iteration 43Q: 3 clusters Score -416626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -416637.250000 Penalty: 2738.079102
	Iteration 44Q: 3 clusters Score -416637.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -416643.562500 Penalty: 2738.079102
	Iteration 45Q: 3 clusters Score -416643.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -416653.687500 Penalty: 2738.079102
	Iteration 46Q: 3 clusters Score -416653.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -416657.468750 Penalty: 2738.079102
	Iteration 47Q: 3 clusters Score -416657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -416659.968750 Penalty: 2738.079102
	Iteration 48Q: 3 clusters Score -416660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -416664.156250 Penalty: 2738.079102
	Iteration 49Q: 3 clusters Score -416664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -416667.781250 Penalty: 2738.079102
	Iteration 50Q: 3 clusters Score -416667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -416668.375000 Penalty: 2738.079102
	Iteration 51Q: 3 clusters Score -416668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -416668.375000 Penalty: 2738.079102
	Iteration 52F: 3 clusters Score -416668.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40570.511719 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40570.51 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40711.488281 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40711.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40759.742188 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -40759.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40790.605469 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40790.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40803.765625 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40803.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40809.175781 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40809.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40813.085938 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -40813.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40813.085938 Penalty: 2001.705933
	Iteration 7F: 3 clusters Score -40813.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -516966.781250 Penalty: 1404.249146
	Iteration 0F: 2 clusters Score -516966.8 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 2877 members 
Entering Unmasked Estep 
Score: -512580.468750 Penalty: 2808.498291
	Iteration 0F: 3 clusters Score -512580.5 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -513952.125000 Penalty: 2808.498291
	Iteration 1F: 3 clusters Score -513952.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -514337.343750 Penalty: 2808.498291
	Iteration 2F: 3 clusters Score -514337.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -514683.375000 Penalty: 2808.498291
	Iteration 3F: 3 clusters Score -514683.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -514966.531250 Penalty: 2808.498291
	Iteration 4F: 3 clusters Score -514966.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -515175.937500 Penalty: 2808.498291
	Iteration 5F: 3 clusters Score -515175.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -515307.218750 Penalty: 2808.498291
	Iteration 6Q: 3 clusters Score -515307.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -515382.812500 Penalty: 2808.498291
	Iteration 7Q: 3 clusters Score -515382.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -515431.687500 Penalty: 2808.498291
	Iteration 8Q: 3 clusters Score -515431.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -515460.562500 Penalty: 2808.498291
	Iteration 9Q: 3 clusters Score -515460.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -515481.656250 Penalty: 2808.498291
	Iteration 10Q: 3 clusters Score -515481.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -515500.343750 Penalty: 2808.498291
	Iteration 11Q: 3 clusters Score -515500.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -515518.843750 Penalty: 2808.498291
	Iteration 12Q: 3 clusters Score -515518.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -515529.781250 Penalty: 2808.498291
	Iteration 13Q: 3 clusters Score -515529.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -515540.593750 Penalty: 2808.498291
	Iteration 14Q: 3 clusters Score -515540.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -515558.281250 Penalty: 2808.498291
	Iteration 15Q: 3 clusters Score -515558.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -515582.937500 Penalty: 2808.498291
	Iteration 16Q: 3 clusters Score -515582.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -515602.968750 Penalty: 2808.498291
	Iteration 17Q: 3 clusters Score -515603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -515621.187500 Penalty: 2808.498291
	Iteration 18Q: 3 clusters Score -515621.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -515642.156250 Penalty: 2808.498291
	Iteration 19Q: 3 clusters Score -515642.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -515658.593750 Penalty: 2808.498291
	Iteration 20F: 3 clusters Score -515658.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -515676.781250 Penalty: 2808.498291
	Iteration 21Q: 3 clusters Score -515676.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -515688.781250 Penalty: 2808.498291
	Iteration 22Q: 3 clusters Score -515688.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -515700.187500 Penalty: 2808.498291
	Iteration 23Q: 3 clusters Score -515700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -515704.937500 Penalty: 2808.498291
	Iteration 24Q: 3 clusters Score -515704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -515705.968750 Penalty: 2808.498291
	Iteration 25Q: 3 clusters Score -515706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -515706.937500 Penalty: 2808.498291
	Iteration 26Q: 3 clusters Score -515706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -515710.156250 Penalty: 2808.498291
	Iteration 27Q: 3 clusters Score -515710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -515711.125000 Penalty: 2808.498291
	Iteration 28Q: 3 clusters Score -515711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -515712.312500 Penalty: 2808.498291
	Iteration 29Q: 3 clusters Score -515712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -515713.093750 Penalty: 2808.498291
	Iteration 30Q: 3 clusters Score -515713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -515714.625000 Penalty: 2808.498291
	Iteration 31Q: 3 clusters Score -515714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -515714.562500 Penalty: 2808.498291
	Iteration 32Q: 3 clusters Score -515714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -515715.031250 Penalty: 2808.498291
	Iteration 33Q: 3 clusters Score -515715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -515717.000000 Penalty: 2808.498291
	Iteration 34Q: 3 clusters Score -515717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -515716.968750 Penalty: 2808.498291
	Iteration 35Q: 3 clusters Score -515717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -515718.125000 Penalty: 2808.498291
	Iteration 36Q: 3 clusters Score -515718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -515718.125000 Penalty: 2808.498291
	Iteration 37F: 3 clusters Score -515718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -406814.125000 Penalty: 1364.668335
	Iteration 0F: 2 clusters Score -406814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -403154.062500 Penalty: 2729.336670
	Iteration 0F: 3 clusters Score -403154.1 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -404107.062500 Penalty: 2729.336670
	Iteration 1F: 3 clusters Score -404107.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -404304.250000 Penalty: 2729.336670
	Iteration 2F: 3 clusters Score -404304.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -404452.531250 Penalty: 2729.336670
	Iteration 3F: 3 clusters Score -404452.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -404597.875000 Penalty: 2729.336670
	Iteration 4Q: 3 clusters Score -404597.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -404710.843750 Penalty: 2729.336670
	Iteration 5Q: 3 clusters Score -404710.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -404805.781250 Penalty: 2729.336670
	Iteration 6Q: 3 clusters Score -404805.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -404890.187500 Penalty: 2729.336670
	Iteration 7Q: 3 clusters Score -404890.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -404957.125000 Penalty: 2729.336670
	Iteration 8Q: 3 clusters Score -404957.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -405026.875000 Penalty: 2729.336670
	Iteration 9Q: 3 clusters Score -405026.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -405085.656250 Penalty: 2729.336670
	Iteration 10Q: 3 clusters Score -405085.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -405135.781250 Penalty: 2729.336670
	Iteration 11Q: 3 clusters Score -405135.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -405196.156250 Penalty: 2729.336670
	Iteration 12Q: 3 clusters Score -405196.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405261.687500 Penalty: 2729.336670
	Iteration 13Q: 3 clusters Score -405261.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -405318.000000 Penalty: 2729.336670
	Iteration 14Q: 3 clusters Score -405318 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -405369.468750 Penalty: 2729.336670
	Iteration 15Q: 3 clusters Score -405369.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -405424.968750 Penalty: 2729.336670
	Iteration 16Q: 3 clusters Score -405425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405484.062500 Penalty: 2729.336670
	Iteration 17Q: 3 clusters Score -405484.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -405537.218750 Penalty: 2729.336670
	Iteration 18Q: 3 clusters Score -405537.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -405575.562500 Penalty: 2729.336670
	Iteration 19Q: 3 clusters Score -405575.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -405609.875000 Penalty: 2729.336670
	Iteration 20F: 3 clusters Score -405609.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -405645.781250 Penalty: 2729.336670
	Iteration 21Q: 3 clusters Score -405645.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -405681.125000 Penalty: 2729.336670
	Iteration 22Q: 3 clusters Score -405681.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -405709.156250 Penalty: 2729.336670
	Iteration 23Q: 3 clusters Score -405709.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -405737.437500 Penalty: 2729.336670
	Iteration 24Q: 3 clusters Score -405737.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -405755.031250 Penalty: 2729.336670
	Iteration 25Q: 3 clusters Score -405755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -405773.093750 Penalty: 2729.336670
	Iteration 26Q: 3 clusters Score -405773.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -405782.656250 Penalty: 2729.336670
	Iteration 27Q: 3 clusters Score -405782.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -405790.437500 Penalty: 2729.336670
	Iteration 28Q: 3 clusters Score -405790.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -405797.312500 Penalty: 2729.336670
	Iteration 29Q: 3 clusters Score -405797.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -405803.468750 Penalty: 2729.336670
	Iteration 30Q: 3 clusters Score -405803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -405808.812500 Penalty: 2729.336670
	Iteration 31Q: 3 clusters Score -405808.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -405818.406250 Penalty: 2729.336670
	Iteration 32Q: 3 clusters Score -405818.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -405828.531250 Penalty: 2729.336670
	Iteration 33Q: 3 clusters Score -405828.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -405836.718750 Penalty: 2729.336670
	Iteration 34Q: 3 clusters Score -405836.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -405843.000000 Penalty: 2729.336670
	Iteration 35Q: 3 clusters Score -405843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -405852.062500 Penalty: 2729.336670
	Iteration 36Q: 3 clusters Score -405852.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -405858.062500 Penalty: 2729.336670
	Iteration 37Q: 3 clusters Score -405858.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -405864.812500 Penalty: 2729.336670
	Iteration 38Q: 3 clusters Score -405864.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -405871.625000 Penalty: 2729.336670
	Iteration 39Q: 3 clusters Score -405871.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -405880.406250 Penalty: 2729.336670
	Iteration 40F: 3 clusters Score -405880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -405887.750000 Penalty: 2729.336670
	Iteration 41Q: 3 clusters Score -405887.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -405895.343750 Penalty: 2729.336670
	Iteration 42Q: 3 clusters Score -405895.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -405904.343750 Penalty: 2729.336670
	Iteration 43Q: 3 clusters Score -405904.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -405910.906250 Penalty: 2729.336670
	Iteration 44Q: 3 clusters Score -405910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -405917.531250 Penalty: 2729.336670
	Iteration 45Q: 3 clusters Score -405917.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -405924.750000 Penalty: 2729.336670
	Iteration 46Q: 3 clusters Score -405924.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -405929.187500 Penalty: 2729.336670
	Iteration 47Q: 3 clusters Score -405929.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -405937.656250 Penalty: 2729.336670
	Iteration 48Q: 3 clusters Score -405937.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -405947.937500 Penalty: 2729.336670
	Iteration 49Q: 3 clusters Score -405947.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -405962.375000 Penalty: 2729.336670
	Iteration 50Q: 3 clusters Score -405962.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -405979.156250 Penalty: 2729.336670
	Iteration 51Q: 3 clusters Score -405979.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -405992.718750 Penalty: 2729.336670
	Iteration 52Q: 3 clusters Score -405992.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -406002.562500 Penalty: 2729.336670
	Iteration 53Q: 3 clusters Score -406002.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -406014.375000 Penalty: 2729.336670
	Iteration 54Q: 3 clusters Score -406014.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -406023.781250 Penalty: 2729.336670
	Iteration 55Q: 3 clusters Score -406023.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -406034.500000 Penalty: 2729.336670
	Iteration 56Q: 3 clusters Score -406034.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406050.062500 Penalty: 2729.336670
	Iteration 57Q: 3 clusters Score -406050.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -406062.593750 Penalty: 2729.336670
	Iteration 58Q: 3 clusters Score -406062.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -406074.625000 Penalty: 2729.336670
	Iteration 59Q: 3 clusters Score -406074.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -406081.843750 Penalty: 2729.336670
	Iteration 60F: 3 clusters Score -406081.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -406089.625000 Penalty: 2729.336670
	Iteration 61Q: 3 clusters Score -406089.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -406100.468750 Penalty: 2729.336670
	Iteration 62Q: 3 clusters Score -406100.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -406110.531250 Penalty: 2729.336670
	Iteration 63Q: 3 clusters Score -406110.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -406117.312500 Penalty: 2729.336670
	Iteration 64Q: 3 clusters Score -406117.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -406122.687500 Penalty: 2729.336670
	Iteration 65Q: 3 clusters Score -406122.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -406124.750000 Penalty: 2729.336670
	Iteration 66Q: 3 clusters Score -406124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -406128.843750 Penalty: 2729.336670
	Iteration 67Q: 3 clusters Score -406128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -406132.218750 Penalty: 2729.336670
	Iteration 68Q: 3 clusters Score -406132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406133.093750 Penalty: 2729.336670
	Iteration 69Q: 3 clusters Score -406133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406134.062500 Penalty: 2729.336670
	Iteration 70Q: 3 clusters Score -406134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -406134.343750 Penalty: 2729.336670
	Iteration 71Q: 3 clusters Score -406134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -406134.812500 Penalty: 2729.336670
	Iteration 72Q: 3 clusters Score -406134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406134.500000 Penalty: 2729.336670
	Iteration 73Q: 3 clusters Score -406134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -406134.968750 Penalty: 2729.336670
	Iteration 74Q: 3 clusters Score -406135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -406136.093750 Penalty: 2729.336670
	Iteration 75Q: 3 clusters Score -406136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -406136.062500 Penalty: 2729.336670
	Iteration 76Q: 3 clusters Score -406136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -406136.968750 Penalty: 2729.336670
	Iteration 77Q: 3 clusters Score -406137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406136.656250 Penalty: 2729.336670
	Iteration 78Q: 3 clusters Score -406136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406137.437500 Penalty: 2729.336670
	Iteration 79Q: 3 clusters Score -406137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -406137.437500 Penalty: 2729.336670
	Iteration 80F: 3 clusters Score -406137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -406136.687500 Penalty: 2729.336670
	Iteration 81Q: 3 clusters Score -406136.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -406137.468750 Penalty: 2729.336670
	Iteration 82Q: 3 clusters Score -406137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -406137.625000 Penalty: 2729.336670
	Iteration 83Q: 3 clusters Score -406137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -406137.625000 Penalty: 2729.336670
	Iteration 84F: 3 clusters Score -406137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Entering Unmasked Estep 
Score: -533080.062500 Penalty: 1404.421143
	Iteration 0F: 2 clusters Score -533080.1 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 2798 members 
Entering Unmasked Estep 
Score: -528674.937500 Penalty: 2808.842285
	Iteration 0F: 3 clusters Score -528674.9 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -529934.875000 Penalty: 2808.842285
	Iteration 1F: 3 clusters Score -529934.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -530135.187500 Penalty: 2808.842285
	Iteration 2F: 3 clusters Score -530135.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -530263.750000 Penalty: 2808.842285
	Iteration 3F: 3 clusters Score -530263.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -530358.500000 Penalty: 2808.842285
	Iteration 4Q: 3 clusters Score -530358.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -530440.437500 Penalty: 2808.842285
	Iteration 5Q: 3 clusters Score -530440.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -530497.000000 Penalty: 2808.842285
	Iteration 6Q: 3 clusters Score -530497 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -530541.437500 Penalty: 2808.842285
	Iteration 7Q: 3 clusters Score -530541.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -530595.500000 Penalty: 2808.842285
	Iteration 8Q: 3 clusters Score -530595.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -530652.500000 Penalty: 2808.842285
	Iteration 9Q: 3 clusters Score -530652.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -530709.625000 Penalty: 2808.842285
	Iteration 10Q: 3 clusters Score -530709.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -530780.437500 Penalty: 2808.842285
	Iteration 11Q: 3 clusters Score -530780.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -530843.000000 Penalty: 2808.842285
	Iteration 12Q: 3 clusters Score -530843 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -530909.937500 Penalty: 2808.842285
	Iteration 13Q: 3 clusters Score -530909.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -530978.312500 Penalty: 2808.842285
	Iteration 14Q: 3 clusters Score -530978.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -531055.312500 Penalty: 2808.842285
	Iteration 15Q: 3 clusters Score -531055.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -531132.687500 Penalty: 2808.842285
	Iteration 16Q: 3 clusters Score -531132.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -531218.437500 Penalty: 2808.842285
	Iteration 17Q: 3 clusters Score -531218.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -531304.000000 Penalty: 2808.842285
	Iteration 18Q: 3 clusters Score -531304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -531388.437500 Penalty: 2808.842285
	Iteration 19Q: 3 clusters Score -531388.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -531466.125000 Penalty: 2808.842285
	Iteration 20F: 3 clusters Score -531466.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -531542.187500 Penalty: 2808.842285
	Iteration 21Q: 3 clusters Score -531542.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -531605.687500 Penalty: 2808.842285
	Iteration 22Q: 3 clusters Score -531605.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -531647.062500 Penalty: 2808.842285
	Iteration 23Q: 3 clusters Score -531647.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -531687.062500 Penalty: 2808.842285
	Iteration 24Q: 3 clusters Score -531687.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -531724.625000 Penalty: 2808.842285
	Iteration 25Q: 3 clusters Score -531724.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -531747.937500 Penalty: 2808.842285
	Iteration 26Q: 3 clusters Score -531747.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -531767.437500 Penalty: 2808.842285
	Iteration 27Q: 3 clusters Score -531767.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -531780.687500 Penalty: 2808.842285
	Iteration 28Q: 3 clusters Score -531780.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -531793.625000 Penalty: 2808.842285
	Iteration 29Q: 3 clusters Score -531793.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -531808.625000 Penalty: 2808.842285
	Iteration 30Q: 3 clusters Score -531808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -531815.875000 Penalty: 2808.842285
	Iteration 31Q: 3 clusters Score -531815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -531824.062500 Penalty: 2808.842285
	Iteration 32Q: 3 clusters Score -531824.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -531835.750000 Penalty: 2808.842285
	Iteration 33Q: 3 clusters Score -531835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -531844.187500 Penalty: 2808.842285
	Iteration 34Q: 3 clusters Score -531844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -531847.250000 Penalty: 2808.842285
	Iteration 35Q: 3 clusters Score -531847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -531850.187500 Penalty: 2808.842285
	Iteration 36Q: 3 clusters Score -531850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -531854.375000 Penalty: 2808.842285
	Iteration 37Q: 3 clusters Score -531854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -531857.937500 Penalty: 2808.842285
	Iteration 38Q: 3 clusters Score -531857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -531859.187500 Penalty: 2808.842285
	Iteration 39Q: 3 clusters Score -531859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -531861.437500 Penalty: 2808.842285
	Iteration 40F: 3 clusters Score -531861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -531864.812500 Penalty: 2808.842285
	Iteration 41Q: 3 clusters Score -531864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -531865.812500 Penalty: 2808.842285
	Iteration 42Q: 3 clusters Score -531865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -531865.812500 Penalty: 2808.842285
	Iteration 43F: 3 clusters Score -531865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Entering Unmasked Estep 
Score: -186804.312500 Penalty: 1258.984497
	Iteration 0F: 2 clusters Score -186804.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -184539.593750 Penalty: 2517.968994
	Iteration 0F: 3 clusters Score -184539.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -185209.953125 Penalty: 2517.968994
	Iteration 1F: 3 clusters Score -185210 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -185523.062500 Penalty: 2517.968994
	Iteration 2F: 3 clusters Score -185523.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -185822.453125 Penalty: 2517.968994
	Iteration 3F: 3 clusters Score -185822.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -186030.765625 Penalty: 2517.968994
	Iteration 4F: 3 clusters Score -186030.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -186184.875000 Penalty: 2517.968994
	Iteration 5F: 3 clusters Score -186184.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -186295.218750 Penalty: 2517.968994
	Iteration 6Q: 3 clusters Score -186295.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -186366.218750 Penalty: 2517.968994
	Iteration 7Q: 3 clusters Score -186366.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -186409.281250 Penalty: 2517.968994
	Iteration 8Q: 3 clusters Score -186409.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -186432.781250 Penalty: 2517.968994
	Iteration 9Q: 3 clusters Score -186432.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -186445.843750 Penalty: 2517.968994
	Iteration 10Q: 3 clusters Score -186445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -186451.390625 Penalty: 2517.968994
	Iteration 11Q: 3 clusters Score -186451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -186454.234375 Penalty: 2517.968994
	Iteration 12Q: 3 clusters Score -186454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -186457.578125 Penalty: 2517.968994
	Iteration 13Q: 3 clusters Score -186457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -186459.765625 Penalty: 2517.968994
	Iteration 14Q: 3 clusters Score -186459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -186462.375000 Penalty: 2517.968994
	Iteration 15Q: 3 clusters Score -186462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -186462.515625 Penalty: 2517.968994
	Iteration 16Q: 3 clusters Score -186462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -186463.078125 Penalty: 2517.968994
	Iteration 17Q: 3 clusters Score -186463.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -186463.078125 Penalty: 2517.968994
	Iteration 18F: 3 clusters Score -186463.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Entering Unmasked Estep 
Score: -3871691.500000 Penalty: 1719.369263
	Iteration 0F: 2 clusters Score -3871692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3849640.750000 Penalty: 3438.738525
	Iteration 0F: 3 clusters Score -3849641 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3859968.500000 Penalty: 3438.738525
	Iteration 1F: 3 clusters Score -3859968 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3860441.250000 Penalty: 3438.738525
	Iteration 2Q: 3 clusters Score -3860441 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3860973.000000 Penalty: 3438.738525
	Iteration 3Q: 3 clusters Score -3860973 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3861658.250000 Penalty: 3438.738525
	Iteration 4Q: 3 clusters Score -3861658 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3862655.250000 Penalty: 3438.738525
	Iteration 5F: 3 clusters Score -3862655 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3864263.500000 Penalty: 3438.738525
	Iteration 6F: 3 clusters Score -3864264 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3866635.250000 Penalty: 3438.738525
	Iteration 7F: 3 clusters Score -3866635 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3869212.000000 Penalty: 3438.738525
	Iteration 8F: 3 clusters Score -3869212 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3869956.000000 Penalty: 3438.738525
	Iteration 9F: 3 clusters Score -3869956 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3870226.000000 Penalty: 3438.738525
	Iteration 10Q: 3 clusters Score -3870226 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3870298.250000 Penalty: 3438.738525
	Iteration 11Q: 3 clusters Score -3870298 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3870362.500000 Penalty: 3438.738525
	Iteration 12Q: 3 clusters Score -3870362 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3870411.250000 Penalty: 3438.738525
	Iteration 13Q: 3 clusters Score -3870411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3870409.250000 Penalty: 3438.738525
	Iteration 14Q: 3 clusters Score -3870409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3870427.750000 Penalty: 3438.738525
	Iteration 15Q: 3 clusters Score -3870428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3870459.250000 Penalty: 3438.738525
	Iteration 16Q: 3 clusters Score -3870459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3870462.500000 Penalty: 3438.738525
	Iteration 17Q: 3 clusters Score -3870462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3870476.750000 Penalty: 3438.738525
	Iteration 18Q: 3 clusters Score -3870477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3870482.750000 Penalty: 3438.738525
	Iteration 19Q: 3 clusters Score -3870483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3870481.500000 Penalty: 3438.738525
	Iteration 20F: 3 clusters Score -3870482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3870488.250000 Penalty: 3438.738525
	Iteration 21Q: 3 clusters Score -3870488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3870487.750000 Penalty: 3438.738525
	Iteration 22Q: 3 clusters Score -3870488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3870490.750000 Penalty: 3438.738525
	Iteration 23Q: 3 clusters Score -3870491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3870496.750000 Penalty: 3438.738525
	Iteration 24Q: 3 clusters Score -3870497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3870497.500000 Penalty: 3438.738525
	Iteration 25Q: 3 clusters Score -3870498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3870497.750000 Penalty: 3438.738525
	Iteration 26Q: 3 clusters Score -3870498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3870495.000000 Penalty: 3438.738525
	Iteration 27Q: 3 clusters Score -3870495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3870497.750000 Penalty: 3438.738525
	Iteration 28Q: 3 clusters Score -3870498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3870506.250000 Penalty: 3438.738525
	Iteration 29Q: 3 clusters Score -3870506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3870502.000000 Penalty: 3438.738525
	Iteration 30Q: 3 clusters Score -3870502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3870506.250000 Penalty: 3438.738525
	Iteration 31Q: 3 clusters Score -3870506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3870507.250000 Penalty: 3438.738525
	Iteration 32Q: 3 clusters Score -3870507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3870510.500000 Penalty: 3438.738525
	Iteration 33Q: 3 clusters Score -3870510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3870519.250000 Penalty: 3438.738525
	Iteration 34Q: 3 clusters Score -3870519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3870513.250000 Penalty: 3438.738525
	Iteration 35Q: 3 clusters Score -3870513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3870508.000000 Penalty: 3438.738525
	Iteration 36Q: 3 clusters Score -3870508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3870514.000000 Penalty: 3438.738525
	Iteration 37Q: 3 clusters Score -3870514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3870510.250000 Penalty: 3438.738525
	Iteration 38Q: 3 clusters Score -3870510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3870510.250000 Penalty: 3438.738525
	Iteration 39F: 3 clusters Score -3870510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -435871.031250 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -435871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -431975.906250 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -431975.9 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -433047.843750 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -433047.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -433273.156250 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -433273.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -433469.750000 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -433469.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -433653.906250 Penalty: 2758.121338
	Iteration 4F: 3 clusters Score -433653.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -433832.843750 Penalty: 2758.121338
	Iteration 5F: 3 clusters Score -433832.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -434015.156250 Penalty: 2758.121338
	Iteration 6F: 3 clusters Score -434015.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -434157.656250 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -434157.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -434266.406250 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -434266.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -434355.562500 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -434355.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -434417.593750 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -434417.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -434457.437500 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -434457.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -434488.375000 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -434488.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -434512.000000 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -434512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -434533.906250 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -434533.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -434550.875000 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -434550.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -434564.468750 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -434564.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -434573.218750 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -434573.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -434581.718750 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -434581.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -434587.937500 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -434587.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -434592.656250 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -434592.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -434601.875000 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -434601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -434609.062500 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -434609.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -434615.093750 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -434615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -434616.812500 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -434616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -434619.093750 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -434619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -434618.906250 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -434618.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -434618.906250 Penalty: 2758.121338
	Iteration 27F: 3 clusters Score -434618.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Entering Unmasked Estep 
Score: -450313.593750 Penalty: 1382.574707
	Iteration 0F: 2 clusters Score -450313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -446371.406250 Penalty: 2765.149414
	Iteration 0F: 3 clusters Score -446371.4 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -447623.968750 Penalty: 2765.149414
	Iteration 1F: 3 clusters Score -447624 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -448043.625000 Penalty: 2765.149414
	Iteration 2F: 3 clusters Score -448043.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -448389.375000 Penalty: 2765.149414
	Iteration 3F: 3 clusters Score -448389.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -448656.718750 Penalty: 2765.149414
	Iteration 4F: 3 clusters Score -448656.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -448880.656250 Penalty: 2765.149414
	Iteration 5F: 3 clusters Score -448880.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -449032.093750 Penalty: 2765.149414
	Iteration 6Q: 3 clusters Score -449032.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -449137.531250 Penalty: 2765.149414
	Iteration 7Q: 3 clusters Score -449137.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -449216.468750 Penalty: 2765.149414
	Iteration 8Q: 3 clusters Score -449216.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -449282.750000 Penalty: 2765.149414
	Iteration 9Q: 3 clusters Score -449282.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -449339.375000 Penalty: 2765.149414
	Iteration 10Q: 3 clusters Score -449339.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -449378.656250 Penalty: 2765.149414
	Iteration 11Q: 3 clusters Score -449378.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -449409.625000 Penalty: 2765.149414
	Iteration 12Q: 3 clusters Score -449409.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -449432.875000 Penalty: 2765.149414
	Iteration 13Q: 3 clusters Score -449432.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -449448.281250 Penalty: 2765.149414
	Iteration 14Q: 3 clusters Score -449448.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -449469.531250 Penalty: 2765.149414
	Iteration 15Q: 3 clusters Score -449469.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -449488.156250 Penalty: 2765.149414
	Iteration 16Q: 3 clusters Score -449488.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -449509.406250 Penalty: 2765.149414
	Iteration 17Q: 3 clusters Score -449509.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -449526.562500 Penalty: 2765.149414
	Iteration 18Q: 3 clusters Score -449526.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -449542.468750 Penalty: 2765.149414
	Iteration 19Q: 3 clusters Score -449542.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -449560.531250 Penalty: 2765.149414
	Iteration 20F: 3 clusters Score -449560.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -449582.218750 Penalty: 2765.149414
	Iteration 21Q: 3 clusters Score -449582.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -449598.687500 Penalty: 2765.149414
	Iteration 22Q: 3 clusters Score -449598.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -449611.906250 Penalty: 2765.149414
	Iteration 23Q: 3 clusters Score -449611.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -449625.406250 Penalty: 2765.149414
	Iteration 24Q: 3 clusters Score -449625.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -449637.093750 Penalty: 2765.149414
	Iteration 25Q: 3 clusters Score -449637.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -449652.000000 Penalty: 2765.149414
	Iteration 26Q: 3 clusters Score -449652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -449674.031250 Penalty: 2765.149414
	Iteration 27Q: 3 clusters Score -449674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -449697.687500 Penalty: 2765.149414
	Iteration 28Q: 3 clusters Score -449697.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -449712.687500 Penalty: 2765.149414
	Iteration 29Q: 3 clusters Score -449712.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -449748.062500 Penalty: 2765.149414
	Iteration 30Q: 3 clusters Score -449748.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -449790.625000 Penalty: 2765.149414
	Iteration 31Q: 3 clusters Score -449790.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -449822.593750 Penalty: 2765.149414
	Iteration 32Q: 3 clusters Score -449822.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -449850.750000 Penalty: 2765.149414
	Iteration 33Q: 3 clusters Score -449850.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -449868.062500 Penalty: 2765.149414
	Iteration 34Q: 3 clusters Score -449868.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -449881.468750 Penalty: 2765.149414
	Iteration 35Q: 3 clusters Score -449881.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -449889.562500 Penalty: 2765.149414
	Iteration 36Q: 3 clusters Score -449889.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -449895.531250 Penalty: 2765.149414
	Iteration 37Q: 3 clusters Score -449895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -449896.156250 Penalty: 2765.149414
	Iteration 38Q: 3 clusters Score -449896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -449896.562500 Penalty: 2765.149414
	Iteration 39Q: 3 clusters Score -449896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -449896.812500 Penalty: 2765.149414
	Iteration 40F: 3 clusters Score -449896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -449897.281250 Penalty: 2765.149414
	Iteration 41Q: 3 clusters Score -449897.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -449897.281250 Penalty: 2765.149414
	Iteration 42F: 3 clusters Score -449897.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -116851.625000 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -116851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -115201.195312 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -115201.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -115589.109375 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -115589.1 nChanged 120
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: -115707.796875 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -115707.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -115778.078125 Penalty: 2341.348389
	Iteration 3Q: 3 clusters Score -115778.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -115830.398438 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -115830.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -115869.515625 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -115869.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -115900.664062 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -115900.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -115928.625000 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -115928.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -115950.640625 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -115950.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -115964.828125 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -115964.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -115986.539062 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -115986.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -116017.750000 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -116017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116051.460938 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -116051.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -116093.664062 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -116093.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -116121.484375 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -116121.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -116149.039062 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -116149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -116171.132812 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -116171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -116192.382812 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -116192.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -116214.179688 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -116214.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -116225.679688 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -116225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116232.523438 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -116232.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -116239.460938 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -116239.5 nChanged 3
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: -116241.070312 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -116241.1 nChanged 4
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: -116243.921875 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -116243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -116248.945312 Penalty: 2341.348389
	Iteration 24Q: 3 clusters Score -116248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -116252.601562 Penalty: 2341.348389
	Iteration 25Q: 3 clusters Score -116252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -116252.601562 Penalty: 2341.348389
	Iteration 26F: 3 clusters Score -116252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Entering Unmasked Estep 
Score: -3165333.750000 Penalty: 1687.062744
	Iteration 0F: 2 clusters Score -3165334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3143674.750000 Penalty: 3374.125488
	Iteration 0F: 3 clusters Score -3143675 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3151790.500000 Penalty: 3374.125488
	Iteration 1F: 3 clusters Score -3151790 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3152137.500000 Penalty: 3374.125488
	Iteration 2Q: 3 clusters Score -3152138 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3152545.250000 Penalty: 3374.125488
	Iteration 3Q: 3 clusters Score -3152545 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3153040.000000 Penalty: 3374.125488
	Iteration 4Q: 3 clusters Score -3153040 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3153690.250000 Penalty: 3374.125488
	Iteration 5Q: 3 clusters Score -3153690 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3154629.750000 Penalty: 3374.125488
	Iteration 6Q: 3 clusters Score -3154630 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3155878.000000 Penalty: 3374.125488
	Iteration 7F: 3 clusters Score -3155878 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3157235.000000 Penalty: 3374.125488
	Iteration 8F: 3 clusters Score -3157235 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3158519.250000 Penalty: 3374.125488
	Iteration 9F: 3 clusters Score -3158519 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3159657.500000 Penalty: 3374.125488
	Iteration 10F: 3 clusters Score -3159658 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3160487.750000 Penalty: 3374.125488
	Iteration 11Q: 3 clusters Score -3160488 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3161069.500000 Penalty: 3374.125488
	Iteration 12Q: 3 clusters Score -3161070 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3161408.000000 Penalty: 3374.125488
	Iteration 13Q: 3 clusters Score -3161408 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3161623.250000 Penalty: 3374.125488
	Iteration 14Q: 3 clusters Score -3161623 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3161755.000000 Penalty: 3374.125488
	Iteration 15Q: 3 clusters Score -3161755 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3161831.000000 Penalty: 3374.125488
	Iteration 16Q: 3 clusters Score -3161831 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3161912.250000 Penalty: 3374.125488
	Iteration 17Q: 3 clusters Score -3161912 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3161981.500000 Penalty: 3374.125488
	Iteration 18Q: 3 clusters Score -3161982 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3162037.000000 Penalty: 3374.125488
	Iteration 19Q: 3 clusters Score -3162037 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3162078.750000 Penalty: 3374.125488
	Iteration 20F: 3 clusters Score -3162079 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3162108.250000 Penalty: 3374.125488
	Iteration 21Q: 3 clusters Score -3162108 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3162147.000000 Penalty: 3374.125488
	Iteration 22Q: 3 clusters Score -3162147 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3162190.500000 Penalty: 3374.125488
	Iteration 23Q: 3 clusters Score -3162190 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3162220.250000 Penalty: 3374.125488
	Iteration 24Q: 3 clusters Score -3162220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3162230.500000 Penalty: 3374.125488
	Iteration 25Q: 3 clusters Score -3162230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3162249.250000 Penalty: 3374.125488
	Iteration 26Q: 3 clusters Score -3162249 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3162259.000000 Penalty: 3374.125488
	Iteration 27Q: 3 clusters Score -3162259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3162272.250000 Penalty: 3374.125488
	Iteration 28Q: 3 clusters Score -3162272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3162276.000000 Penalty: 3374.125488
	Iteration 29Q: 3 clusters Score -3162276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3162279.000000 Penalty: 3374.125488
	Iteration 30Q: 3 clusters Score -3162279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3162291.250000 Penalty: 3374.125488
	Iteration 31Q: 3 clusters Score -3162291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3162308.500000 Penalty: 3374.125488
	Iteration 32Q: 3 clusters Score -3162308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3162304.000000 Penalty: 3374.125488
	Iteration 33Q: 3 clusters Score -3162304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3162315.500000 Penalty: 3374.125488
	Iteration 34Q: 3 clusters Score -3162316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3162314.750000 Penalty: 3374.125488
	Iteration 35Q: 3 clusters Score -3162315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3162317.250000 Penalty: 3374.125488
	Iteration 36Q: 3 clusters Score -3162317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3162312.750000 Penalty: 3374.125488
	Iteration 37Q: 3 clusters Score -3162313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3162316.000000 Penalty: 3374.125488
	Iteration 38Q: 3 clusters Score -3162316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3162322.000000 Penalty: 3374.125488
	Iteration 39Q: 3 clusters Score -3162322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3162324.250000 Penalty: 3374.125488
	Iteration 40F: 3 clusters Score -3162324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3162322.250000 Penalty: 3374.125488
	Iteration 41Q: 3 clusters Score -3162322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3162322.500000 Penalty: 3374.125488
	Iteration 42Q: 3 clusters Score -3162322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3162323.000000 Penalty: 3374.125488
	Iteration 43Q: 3 clusters Score -3162323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3162326.750000 Penalty: 3374.125488
	Iteration 44Q: 3 clusters Score -3162327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3162327.000000 Penalty: 3374.125488
	Iteration 45Q: 3 clusters Score -3162327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3162326.750000 Penalty: 3374.125488
	Iteration 46Q: 3 clusters Score -3162327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3162327.000000 Penalty: 3374.125488
	Iteration 47Q: 3 clusters Score -3162327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3162326.750000 Penalty: 3374.125488
	Iteration 48Q: 3 clusters Score -3162327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3162327.250000 Penalty: 3374.125488
	Iteration 49Q: 3 clusters Score -3162327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3162326.250000 Penalty: 3374.125488
	Iteration 50Q: 3 clusters Score -3162326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3162321.500000 Penalty: 3374.125488
	Iteration 51Q: 3 clusters Score -3162322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3162325.000000 Penalty: 3374.125488
	Iteration 52Q: 3 clusters Score -3162325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3162321.750000 Penalty: 3374.125488
	Iteration 53Q: 3 clusters Score -3162322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3162322.750000 Penalty: 3374.125488
	Iteration 54Q: 3 clusters Score -3162323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3162322.250000 Penalty: 3374.125488
	Iteration 55Q: 3 clusters Score -3162322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3162324.250000 Penalty: 3374.125488
	Iteration 56Q: 3 clusters Score -3162324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3162324.250000 Penalty: 3374.125488
	Iteration 57F: 3 clusters Score -3162324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -319278.625000 Penalty: 1328.891968
	Iteration 0F: 2 clusters Score -319278.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -316263.562500 Penalty: 2657.783936
	Iteration 0F: 3 clusters Score -316263.6 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -317225.218750 Penalty: 2657.783936
	Iteration 1F: 3 clusters Score -317225.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -317449.375000 Penalty: 2657.783936
	Iteration 2F: 3 clusters Score -317449.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -317652.875000 Penalty: 2657.783936
	Iteration 3F: 3 clusters Score -317652.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -317842.500000 Penalty: 2657.783936
	Iteration 4F: 3 clusters Score -317842.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -318058.687500 Penalty: 2657.783936
	Iteration 5Q: 3 clusters Score -318058.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -318268.937500 Penalty: 2657.783936
	Iteration 6F: 3 clusters Score -318268.9 nChanged 170
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: -318455.687500 Penalty: 2657.783936
	Iteration 7Q: 3 clusters Score -318455.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -318603.250000 Penalty: 2657.783936
	Iteration 8Q: 3 clusters Score -318603.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -318724.281250 Penalty: 2657.783936
	Iteration 9Q: 3 clusters Score -318724.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -318808.718750 Penalty: 2657.783936
	Iteration 10Q: 3 clusters Score -318808.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -318862.531250 Penalty: 2657.783936
	Iteration 11Q: 3 clusters Score -318862.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -318900.000000 Penalty: 2657.783936
	Iteration 12Q: 3 clusters Score -318900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -318924.812500 Penalty: 2657.783936
	Iteration 13Q: 3 clusters Score -318924.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -318943.093750 Penalty: 2657.783936
	Iteration 14Q: 3 clusters Score -318943.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -318954.093750 Penalty: 2657.783936
	Iteration 15Q: 3 clusters Score -318954.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -318959.781250 Penalty: 2657.783936
	Iteration 16Q: 3 clusters Score -318959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -318962.781250 Penalty: 2657.783936
	Iteration 17Q: 3 clusters Score -318962.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -318967.531250 Penalty: 2657.783936
	Iteration 18Q: 3 clusters Score -318967.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -318970.718750 Penalty: 2657.783936
	Iteration 19Q: 3 clusters Score -318970.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -318973.125000 Penalty: 2657.783936
	Iteration 20F: 3 clusters Score -318973.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -318975.593750 Penalty: 2657.783936
	Iteration 21Q: 3 clusters Score -318975.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -318978.343750 Penalty: 2657.783936
	Iteration 22Q: 3 clusters Score -318978.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -318981.906250 Penalty: 2657.783936
	Iteration 23Q: 3 clusters Score -318981.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -318983.906250 Penalty: 2657.783936
	Iteration 24Q: 3 clusters Score -318983.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -318986.875000 Penalty: 2657.783936
	Iteration 25Q: 3 clusters Score -318986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -318988.343750 Penalty: 2657.783936
	Iteration 26Q: 3 clusters Score -318988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -318989.718750 Penalty: 2657.783936
	Iteration 27Q: 3 clusters Score -318989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -318990.500000 Penalty: 2657.783936
	Iteration 28Q: 3 clusters Score -318990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -318991.218750 Penalty: 2657.783936
	Iteration 29Q: 3 clusters Score -318991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -318991.687500 Penalty: 2657.783936
	Iteration 30Q: 3 clusters Score -318991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -318991.750000 Penalty: 2657.783936
	Iteration 31Q: 3 clusters Score -318991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -318992.437500 Penalty: 2657.783936
	Iteration 32Q: 3 clusters Score -318992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -318992.968750 Penalty: 2657.783936
	Iteration 33Q: 3 clusters Score -318993 nChanged 2
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: -318993.218750 Penalty: 2657.783936
	Iteration 34Q: 3 clusters Score -318993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -318993.281250 Penalty: 2657.783936
	Iteration 35Q: 3 clusters Score -318993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -318993.281250 Penalty: 2657.783936
	Iteration 36F: 3 clusters Score -318993.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60791.949219 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60791.95 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60978.863281 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -60978.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61034.707031 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -61034.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61072.304688 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -61072.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61089.593750 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -61089.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61097.898438 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61103.453125 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61103.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61107.699219 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61111.355469 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61111.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61124.289062 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61124.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61137.152344 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61137.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61150.117188 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -61150.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61163.355469 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -61163.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61170.105469 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -61170.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61180.222656 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -61180.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61185.316406 Penalty: 2119.201904
	Iteration 15Q: 3 clusters Score -61185.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61191.703125 Penalty: 2119.201904
	Iteration 16Q: 3 clusters Score -61191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61196.023438 Penalty: 2119.201904
	Iteration 17Q: 3 clusters Score -61196.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61196.503906 Penalty: 2119.201904
	Iteration 18Q: 3 clusters Score -61196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61196.503906 Penalty: 2119.201904
	Iteration 19F: 3 clusters Score -61196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -123897.203125 Penalty: 1194.563232
	Iteration 0F: 2 clusters Score -123897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -122119.109375 Penalty: 2389.126465
	Iteration 0F: 3 clusters Score -122119.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122539.968750 Penalty: 2389.126465
	Iteration 1F: 3 clusters Score -122540 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122693.898438 Penalty: 2389.126465
	Iteration 2F: 3 clusters Score -122693.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122792.414062 Penalty: 2389.126465
	Iteration 3F: 3 clusters Score -122792.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -122861.898438 Penalty: 2389.126465
	Iteration 4Q: 3 clusters Score -122861.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -122901.156250 Penalty: 2389.126465
	Iteration 5Q: 3 clusters Score -122901.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -122929.648438 Penalty: 2389.126465
	Iteration 6Q: 3 clusters Score -122929.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -122963.156250 Penalty: 2389.126465
	Iteration 7Q: 3 clusters Score -122963.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -122981.781250 Penalty: 2389.126465
	Iteration 8Q: 3 clusters Score -122981.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -122994.265625 Penalty: 2389.126465
	Iteration 9Q: 3 clusters Score -122994.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -123006.390625 Penalty: 2389.126465
	Iteration 10Q: 3 clusters Score -123006.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -123017.632812 Penalty: 2389.126465
	Iteration 11Q: 3 clusters Score -123017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -123021.367188 Penalty: 2389.126465
	Iteration 12Q: 3 clusters Score -123021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -123024.085938 Penalty: 2389.126465
	Iteration 13Q: 3 clusters Score -123024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -123027.609375 Penalty: 2389.126465
	Iteration 14Q: 3 clusters Score -123027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -123029.273438 Penalty: 2389.126465
	Iteration 15Q: 3 clusters Score -123029.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -123030.835938 Penalty: 2389.126465
	Iteration 16Q: 3 clusters Score -123030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -123031.867188 Penalty: 2389.126465
	Iteration 17Q: 3 clusters Score -123031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -123032.312500 Penalty: 2389.126465
	Iteration 18Q: 3 clusters Score -123032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -123032.835938 Penalty: 2389.126465
	Iteration 19Q: 3 clusters Score -123032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -123033.070312 Penalty: 2389.126465
	Iteration 20F: 3 clusters Score -123033.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -140189.453125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -140189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -138384.375000 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -138384.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -138769.750000 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -138769.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -138886.109375 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -138886.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -138965.828125 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -138965.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139022.281250 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -139022.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -139055.906250 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -139055.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -139078.062500 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -139078.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -139117.750000 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -139117.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139155.031250 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -139155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139194.046875 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -139194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139255.953125 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -139256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139322.265625 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -139322.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139386.187500 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -139386.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139439.875000 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -139439.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139475.843750 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -139475.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139504.421875 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -139504.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139522.468750 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -139522.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139530.125000 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -139530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -139540.484375 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -139540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -139549.250000 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -139549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139559.000000 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -139559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139568.515625 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -139568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139571.593750 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -139571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139574.453125 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -139574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139576.156250 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -139576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139577.343750 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -139577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139577.343750 Penalty: 2392.859619
	Iteration 26F: 3 clusters Score -139577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Entering Unmasked Estep 
Score: -3521562.750000 Penalty: 1708.853394
	Iteration 0F: 2 clusters Score -3521563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3497849.500000 Penalty: 3417.706787
	Iteration 0F: 3 clusters Score -3497850 nChanged 17113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3507443.750000 Penalty: 3417.706787
	Iteration 1F: 3 clusters Score -3507444 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3508015.250000 Penalty: 3417.706787
	Iteration 2Q: 3 clusters Score -3508015 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3508763.250000 Penalty: 3417.706787
	Iteration 3F: 3 clusters Score -3508763 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3509830.000000 Penalty: 3417.706787
	Iteration 4F: 3 clusters Score -3509830 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3511431.250000 Penalty: 3417.706787
	Iteration 5F: 3 clusters Score -3511431 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3513585.500000 Penalty: 3417.706787
	Iteration 6F: 3 clusters Score -3513586 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3516023.000000 Penalty: 3417.706787
	Iteration 7F: 3 clusters Score -3516023 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3518168.500000 Penalty: 3417.706787
	Iteration 8F: 3 clusters Score -3518168 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3519163.000000 Penalty: 3417.706787
	Iteration 9Q: 3 clusters Score -3519163 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3519631.750000 Penalty: 3417.706787
	Iteration 10Q: 3 clusters Score -3519632 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3519838.750000 Penalty: 3417.706787
	Iteration 11Q: 3 clusters Score -3519839 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3519943.500000 Penalty: 3417.706787
	Iteration 12Q: 3 clusters Score -3519944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3520003.500000 Penalty: 3417.706787
	Iteration 13Q: 3 clusters Score -3520004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3520031.500000 Penalty: 3417.706787
	Iteration 14Q: 3 clusters Score -3520032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3520041.250000 Penalty: 3417.706787
	Iteration 15Q: 3 clusters Score -3520041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3520057.000000 Penalty: 3417.706787
	Iteration 16Q: 3 clusters Score -3520057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3520077.500000 Penalty: 3417.706787
	Iteration 17Q: 3 clusters Score -3520078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3520087.250000 Penalty: 3417.706787
	Iteration 18Q: 3 clusters Score -3520087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3520101.250000 Penalty: 3417.706787
	Iteration 19Q: 3 clusters Score -3520101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3520105.250000 Penalty: 3417.706787
	Iteration 20F: 3 clusters Score -3520105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3520115.750000 Penalty: 3417.706787
	Iteration 21Q: 3 clusters Score -3520116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3520115.250000 Penalty: 3417.706787
	Iteration 22Q: 3 clusters Score -3520115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3520115.750000 Penalty: 3417.706787
	Iteration 23Q: 3 clusters Score -3520116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3520115.750000 Penalty: 3417.706787
	Iteration 24F: 3 clusters Score -3520116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -117700.234375 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -117700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -116053.796875 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -116053.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116566.437500 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -116566.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -116720.187500 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -116720.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -116848.359375 Penalty: 2364.880859
	Iteration 3F: 3 clusters Score -116848.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -116977.882812 Penalty: 2364.880859
	Iteration 4F: 3 clusters Score -116977.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -117111.554688 Penalty: 2364.880859
	Iteration 5F: 3 clusters Score -117111.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -117207.523438 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -117207.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -117304.664062 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -117304.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -117382.656250 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -117382.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -117452.742188 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -117452.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -117518.953125 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -117519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -117570.695312 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -117570.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -117599.039062 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -117599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -117609.085938 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -117609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -117613.171875 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -117613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -117615.031250 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -117615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -117618.648438 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -117618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -117620.179688 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -117620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -117620.835938 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -117620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -117621.429688 Penalty: 2364.880859
	Iteration 19Q: 3 clusters Score -117621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -117621.492188 Penalty: 2364.880859
	Iteration 20F: 3 clusters Score -117621.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -427648.281250 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -427648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -423938.531250 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -423938.5 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -424897.375000 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -424897.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -425079.000000 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -425079 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -425203.937500 Penalty: 2738.079102
	Iteration 3F: 3 clusters Score -425203.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -425298.125000 Penalty: 2738.079102
	Iteration 4Q: 3 clusters Score -425298.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -425381.031250 Penalty: 2738.079102
	Iteration 5Q: 3 clusters Score -425381 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -425438.343750 Penalty: 2738.079102
	Iteration 6Q: 3 clusters Score -425438.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -425487.218750 Penalty: 2738.079102
	Iteration 7Q: 3 clusters Score -425487.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -425540.125000 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -425540.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -425590.968750 Penalty: 2738.079102
	Iteration 9Q: 3 clusters Score -425591 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -425633.343750 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -425633.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -425688.312500 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -425688.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -425742.218750 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -425742.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -425791.750000 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -425791.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -425843.906250 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -425843.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -425889.718750 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -425889.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -425931.500000 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -425931.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -425972.750000 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -425972.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -426019.500000 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -426019.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -426059.437500 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -426059.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -426087.000000 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -426087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -426112.812500 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -426112.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -426143.031250 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -426143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -426164.750000 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -426164.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -426192.875000 Penalty: 2738.079102
	Iteration 24Q: 3 clusters Score -426192.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -426210.281250 Penalty: 2738.079102
	Iteration 25Q: 3 clusters Score -426210.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -426226.000000 Penalty: 2738.079102
	Iteration 26Q: 3 clusters Score -426226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -426237.062500 Penalty: 2738.079102
	Iteration 27Q: 3 clusters Score -426237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -426253.218750 Penalty: 2738.079102
	Iteration 28Q: 3 clusters Score -426253.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -426268.437500 Penalty: 2738.079102
	Iteration 29Q: 3 clusters Score -426268.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -426285.281250 Penalty: 2738.079102
	Iteration 30Q: 3 clusters Score -426285.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -426302.656250 Penalty: 2738.079102
	Iteration 31Q: 3 clusters Score -426302.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -426315.062500 Penalty: 2738.079102
	Iteration 32Q: 3 clusters Score -426315.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -426322.687500 Penalty: 2738.079102
	Iteration 33Q: 3 clusters Score -426322.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -426326.937500 Penalty: 2738.079102
	Iteration 34Q: 3 clusters Score -426326.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -426330.281250 Penalty: 2738.079102
	Iteration 35Q: 3 clusters Score -426330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -426333.687500 Penalty: 2738.079102
	Iteration 36Q: 3 clusters Score -426333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -426334.000000 Penalty: 2738.079102
	Iteration 37Q: 3 clusters Score -426334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -426334.531250 Penalty: 2738.079102
	Iteration 38Q: 3 clusters Score -426334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -426335.437500 Penalty: 2738.079102
	Iteration 39Q: 3 clusters Score -426335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -426335.687500 Penalty: 2738.079102
	Iteration 40F: 3 clusters Score -426335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -426336.812500 Penalty: 2738.079102
	Iteration 41Q: 3 clusters Score -426336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -426338.406250 Penalty: 2738.079102
	Iteration 42Q: 3 clusters Score -426338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -426340.812500 Penalty: 2738.079102
	Iteration 43Q: 3 clusters Score -426340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -426343.468750 Penalty: 2738.079102
	Iteration 44Q: 3 clusters Score -426343.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -426348.375000 Penalty: 2738.079102
	Iteration 45Q: 3 clusters Score -426348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -426352.500000 Penalty: 2738.079102
	Iteration 46Q: 3 clusters Score -426352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -426360.125000 Penalty: 2738.079102
	Iteration 47Q: 3 clusters Score -426360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -426362.656250 Penalty: 2738.079102
	Iteration 48Q: 3 clusters Score -426362.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -426366.218750 Penalty: 2738.079102
	Iteration 49Q: 3 clusters Score -426366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -426371.781250 Penalty: 2738.079102
	Iteration 50Q: 3 clusters Score -426371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -426374.250000 Penalty: 2738.079102
	Iteration 51Q: 3 clusters Score -426374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -426376.625000 Penalty: 2738.079102
	Iteration 52Q: 3 clusters Score -426376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -426379.687500 Penalty: 2738.079102
	Iteration 53Q: 3 clusters Score -426379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -426381.125000 Penalty: 2738.079102
	Iteration 54Q: 3 clusters Score -426381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -426382.093750 Penalty: 2738.079102
	Iteration 55Q: 3 clusters Score -426382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -426385.031250 Penalty: 2738.079102
	Iteration 56Q: 3 clusters Score -426385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -426387.031250 Penalty: 2738.079102
	Iteration 57Q: 3 clusters Score -426387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -426388.468750 Penalty: 2738.079102
	Iteration 58Q: 3 clusters Score -426388.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -426391.250000 Penalty: 2738.079102
	Iteration 59Q: 3 clusters Score -426391.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -426398.531250 Penalty: 2738.079102
	Iteration 60F: 3 clusters Score -426398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -426400.937500 Penalty: 2738.079102
	Iteration 61Q: 3 clusters Score -426400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -426402.718750 Penalty: 2738.079102
	Iteration 62Q: 3 clusters Score -426402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -426403.906250 Penalty: 2738.079102
	Iteration 63Q: 3 clusters Score -426403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -426404.687500 Penalty: 2738.079102
	Iteration 64Q: 3 clusters Score -426404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -426405.656250 Penalty: 2738.079102
	Iteration 65Q: 3 clusters Score -426405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -426407.000000 Penalty: 2738.079102
	Iteration 66Q: 3 clusters Score -426407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -426408.375000 Penalty: 2738.079102
	Iteration 67Q: 3 clusters Score -426408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -426409.875000 Penalty: 2738.079102
	Iteration 68Q: 3 clusters Score -426409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -426409.875000 Penalty: 2738.079102
	Iteration 69Q: 3 clusters Score -426409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -426410.906250 Penalty: 2738.079102
	Iteration 70Q: 3 clusters Score -426410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -426412.968750 Penalty: 2738.079102
	Iteration 71Q: 3 clusters Score -426413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -426414.812500 Penalty: 2738.079102
	Iteration 72Q: 3 clusters Score -426414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -426416.468750 Penalty: 2738.079102
	Iteration 73Q: 3 clusters Score -426416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -426416.468750 Penalty: 2738.079102
	Iteration 74F: 3 clusters Score -426416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -461402.125000 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -461402.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -457369.000000 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -457369 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -458525.437500 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -458525.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -458704.843750 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -458704.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -458813.375000 Penalty: 2770.419434
	Iteration 3Q: 3 clusters Score -458813.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -458899.125000 Penalty: 2770.419434
	Iteration 4Q: 3 clusters Score -458899.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -458979.968750 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -458980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -459051.062500 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -459051.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -459121.125000 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -459121.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -459193.187500 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -459193.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -459283.281250 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -459283.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -459381.031250 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -459381 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -459490.718750 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -459490.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -459587.812500 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -459587.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -459654.593750 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -459654.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -459703.375000 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -459703.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -459749.437500 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -459749.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -459789.312500 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -459789.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -459820.812500 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -459820.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -459842.812500 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -459842.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -459862.718750 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -459862.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -459878.718750 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -459878.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -459895.375000 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -459895.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -459910.000000 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -459910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -459922.375000 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -459922.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -459938.218750 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -459938.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -459953.375000 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -459953.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -459963.843750 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -459963.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -459974.750000 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -459974.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -459985.437500 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -459985.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -460000.281250 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -460000.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -460016.062500 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -460016.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -460033.750000 Penalty: 2770.419434
	Iteration 31Q: 3 clusters Score -460033.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -460051.343750 Penalty: 2770.419434
	Iteration 32Q: 3 clusters Score -460051.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -460067.875000 Penalty: 2770.419434
	Iteration 33Q: 3 clusters Score -460067.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -460079.406250 Penalty: 2770.419434
	Iteration 34Q: 3 clusters Score -460079.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -460092.906250 Penalty: 2770.419434
	Iteration 35Q: 3 clusters Score -460092.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -460107.468750 Penalty: 2770.419434
	Iteration 36Q: 3 clusters Score -460107.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -460127.031250 Penalty: 2770.419434
	Iteration 37Q: 3 clusters Score -460127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -460139.625000 Penalty: 2770.419434
	Iteration 38Q: 3 clusters Score -460139.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -460146.500000 Penalty: 2770.419434
	Iteration 39Q: 3 clusters Score -460146.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -460152.625000 Penalty: 2770.419434
	Iteration 40F: 3 clusters Score -460152.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -460157.625000 Penalty: 2770.419434
	Iteration 41Q: 3 clusters Score -460157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -460163.343750 Penalty: 2770.419434
	Iteration 42Q: 3 clusters Score -460163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -460167.000000 Penalty: 2770.419434
	Iteration 43Q: 3 clusters Score -460167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -460169.500000 Penalty: 2770.419434
	Iteration 44Q: 3 clusters Score -460169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -460171.625000 Penalty: 2770.419434
	Iteration 45Q: 3 clusters Score -460171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -460174.781250 Penalty: 2770.419434
	Iteration 46Q: 3 clusters Score -460174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -460178.562500 Penalty: 2770.419434
	Iteration 47Q: 3 clusters Score -460178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -460183.343750 Penalty: 2770.419434
	Iteration 48Q: 3 clusters Score -460183.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -460190.093750 Penalty: 2770.419434
	Iteration 49Q: 3 clusters Score -460190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -460194.875000 Penalty: 2770.419434
	Iteration 50Q: 3 clusters Score -460194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -460199.343750 Penalty: 2770.419434
	Iteration 51Q: 3 clusters Score -460199.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -460203.312500 Penalty: 2770.419434
	Iteration 52Q: 3 clusters Score -460203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -460204.750000 Penalty: 2770.419434
	Iteration 53Q: 3 clusters Score -460204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -460205.937500 Penalty: 2770.419434
	Iteration 54Q: 3 clusters Score -460205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -460205.937500 Penalty: 2770.419434
	Iteration 55F: 3 clusters Score -460205.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -896983.875000 Penalty: 1485.671997
	Iteration 0F: 2 clusters Score -896983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -890272.937500 Penalty: 2971.343994
	Iteration 0F: 3 clusters Score -890272.9 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -892566.437500 Penalty: 2971.343994
	Iteration 1F: 3 clusters Score -892566.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -892888.125000 Penalty: 2971.343994
	Iteration 2F: 3 clusters Score -892888.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -893184.562500 Penalty: 2971.343994
	Iteration 3F: 3 clusters Score -893184.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -893513.625000 Penalty: 2971.343994
	Iteration 4F: 3 clusters Score -893513.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -893833.250000 Penalty: 2971.343994
	Iteration 5F: 3 clusters Score -893833.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -894212.625000 Penalty: 2971.343994
	Iteration 6F: 3 clusters Score -894212.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -894577.875000 Penalty: 2971.343994
	Iteration 7F: 3 clusters Score -894577.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -894859.812500 Penalty: 2971.343994
	Iteration 8Q: 3 clusters Score -894859.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -895098.250000 Penalty: 2971.343994
	Iteration 9Q: 3 clusters Score -895098.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -895277.125000 Penalty: 2971.343994
	Iteration 10Q: 3 clusters Score -895277.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -895419.750000 Penalty: 2971.343994
	Iteration 11Q: 3 clusters Score -895419.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -895522.812500 Penalty: 2971.343994
	Iteration 12Q: 3 clusters Score -895522.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -895587.437500 Penalty: 2971.343994
	Iteration 13Q: 3 clusters Score -895587.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -895619.875000 Penalty: 2971.343994
	Iteration 14Q: 3 clusters Score -895619.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -895652.312500 Penalty: 2971.343994
	Iteration 15Q: 3 clusters Score -895652.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -895678.187500 Penalty: 2971.343994
	Iteration 16Q: 3 clusters Score -895678.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -895688.875000 Penalty: 2971.343994
	Iteration 17Q: 3 clusters Score -895688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -895701.062500 Penalty: 2971.343994
	Iteration 18Q: 3 clusters Score -895701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -895708.875000 Penalty: 2971.343994
	Iteration 19Q: 3 clusters Score -895708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -895711.875000 Penalty: 2971.343994
	Iteration 20F: 3 clusters Score -895711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -895715.562500 Penalty: 2971.343994
	Iteration 21Q: 3 clusters Score -895715.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -895717.312500 Penalty: 2971.343994
	Iteration 22Q: 3 clusters Score -895717.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -895720.312500 Penalty: 2971.343994
	Iteration 23Q: 3 clusters Score -895720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -895721.250000 Penalty: 2971.343994
	Iteration 24Q: 3 clusters Score -895721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -895724.062500 Penalty: 2971.343994
	Iteration 25Q: 3 clusters Score -895724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -895724.687500 Penalty: 2971.343994
	Iteration 26Q: 3 clusters Score -895724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -895726.562500 Penalty: 2971.343994
	Iteration 27Q: 3 clusters Score -895726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -895727.812500 Penalty: 2971.343994
	Iteration 28Q: 3 clusters Score -895727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -895727.562500 Penalty: 2971.343994
	Iteration 29Q: 3 clusters Score -895727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -895729.062500 Penalty: 2971.343994
	Iteration 30Q: 3 clusters Score -895729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -895729.062500 Penalty: 2971.343994
	Iteration 31F: 3 clusters Score -895729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Entering Unmasked Estep 
Score: -1917104.125000 Penalty: 1605.685181
	Iteration 0F: 2 clusters Score -1917104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1903797.750000 Penalty: 3211.370361
	Iteration 0F: 3 clusters Score -1903798 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1908552.000000 Penalty: 3211.370361
	Iteration 1F: 3 clusters Score -1908552 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1908897.250000 Penalty: 3211.370361
	Iteration 2F: 3 clusters Score -1908897 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1909244.125000 Penalty: 3211.370361
	Iteration 3Q: 3 clusters Score -1909244 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1909558.000000 Penalty: 3211.370361
	Iteration 4Q: 3 clusters Score -1909558 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1909851.625000 Penalty: 3211.370361
	Iteration 5Q: 3 clusters Score -1909852 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1910193.375000 Penalty: 3211.370361
	Iteration 6Q: 3 clusters Score -1910193 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1910607.875000 Penalty: 3211.370361
	Iteration 7Q: 3 clusters Score -1910608 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1911199.500000 Penalty: 3211.370361
	Iteration 8Q: 3 clusters Score -1911200 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1911934.625000 Penalty: 3211.370361
	Iteration 9F: 3 clusters Score -1911935 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1912717.625000 Penalty: 3211.370361
	Iteration 10F: 3 clusters Score -1912718 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1913296.500000 Penalty: 3211.370361
	Iteration 11Q: 3 clusters Score -1913296 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1913614.250000 Penalty: 3211.370361
	Iteration 12Q: 3 clusters Score -1913614 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1913808.125000 Penalty: 3211.370361
	Iteration 13Q: 3 clusters Score -1913808 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1913984.750000 Penalty: 3211.370361
	Iteration 14Q: 3 clusters Score -1913985 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1914147.125000 Penalty: 3211.370361
	Iteration 15Q: 3 clusters Score -1914147 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1914305.375000 Penalty: 3211.370361
	Iteration 16Q: 3 clusters Score -1914305 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1914430.625000 Penalty: 3211.370361
	Iteration 17Q: 3 clusters Score -1914431 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1914515.625000 Penalty: 3211.370361
	Iteration 18Q: 3 clusters Score -1914516 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1914574.875000 Penalty: 3211.370361
	Iteration 19Q: 3 clusters Score -1914575 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1914623.750000 Penalty: 3211.370361
	Iteration 20F: 3 clusters Score -1914624 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1914660.875000 Penalty: 3211.370361
	Iteration 21Q: 3 clusters Score -1914661 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1914693.500000 Penalty: 3211.370361
	Iteration 22Q: 3 clusters Score -1914694 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1914711.125000 Penalty: 3211.370361
	Iteration 23Q: 3 clusters Score -1914711 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1914733.750000 Penalty: 3211.370361
	Iteration 24Q: 3 clusters Score -1914734 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1914743.500000 Penalty: 3211.370361
	Iteration 25Q: 3 clusters Score -1914744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1914749.625000 Penalty: 3211.370361
	Iteration 26Q: 3 clusters Score -1914750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1914754.500000 Penalty: 3211.370361
	Iteration 27Q: 3 clusters Score -1914754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1914755.000000 Penalty: 3211.370361
	Iteration 28Q: 3 clusters Score -1914755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1914745.750000 Penalty: 3211.370361
	Iteration 29Q: 3 clusters Score -1914746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1914753.375000 Penalty: 3211.370361
	Iteration 30Q: 3 clusters Score -1914753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1914751.125000 Penalty: 3211.370361
	Iteration 31Q: 3 clusters Score -1914751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1914749.750000 Penalty: 3211.370361
	Iteration 32Q: 3 clusters Score -1914750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1914746.875000 Penalty: 3211.370361
	Iteration 33Q: 3 clusters Score -1914747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1914751.750000 Penalty: 3211.370361
	Iteration 34Q: 3 clusters Score -1914752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1914743.750000 Penalty: 3211.370361
	Iteration 35Q: 3 clusters Score -1914744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1914746.875000 Penalty: 3211.370361
	Iteration 36Q: 3 clusters Score -1914747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1914741.875000 Penalty: 3211.370361
	Iteration 37Q: 3 clusters Score -1914742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1914740.750000 Penalty: 3211.370361
	Iteration 38Q: 3 clusters Score -1914741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1914747.875000 Penalty: 3211.370361
	Iteration 39Q: 3 clusters Score -1914748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1914742.750000 Penalty: 3211.370361
	Iteration 40F: 3 clusters Score -1914743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1914745.500000 Penalty: 3211.370361
	Iteration 41Q: 3 clusters Score -1914746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1914745.625000 Penalty: 3211.370361
	Iteration 42Q: 3 clusters Score -1914746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1914742.250000 Penalty: 3211.370361
	Iteration 43Q: 3 clusters Score -1914742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1914735.750000 Penalty: 3211.370361
	Iteration 44Q: 3 clusters Score -1914736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1914731.000000 Penalty: 3211.370361
	Iteration 45Q: 3 clusters Score -1914731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1914729.875000 Penalty: 3211.370361
	Iteration 46Q: 3 clusters Score -1914730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1914728.875000 Penalty: 3211.370361
	Iteration 47Q: 3 clusters Score -1914729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1914723.000000 Penalty: 3211.370361
	Iteration 48Q: 3 clusters Score -1914723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1914725.000000 Penalty: 3211.370361
	Iteration 49Q: 3 clusters Score -1914725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1914724.250000 Penalty: 3211.370361
	Iteration 50Q: 3 clusters Score -1914724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1914719.875000 Penalty: 3211.370361
	Iteration 51Q: 3 clusters Score -1914720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1914715.875000 Penalty: 3211.370361
	Iteration 52Q: 3 clusters Score -1914716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1914719.625000 Penalty: 3211.370361
	Iteration 53Q: 3 clusters Score -1914720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1914716.500000 Penalty: 3211.370361
	Iteration 54Q: 3 clusters Score -1914716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1914710.625000 Penalty: 3211.370361
	Iteration 55Q: 3 clusters Score -1914711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1914713.500000 Penalty: 3211.370361
	Iteration 56Q: 3 clusters Score -1914714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1914716.875000 Penalty: 3211.370361
	Iteration 57Q: 3 clusters Score -1914717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1914709.875000 Penalty: 3211.370361
	Iteration 58Q: 3 clusters Score -1914710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1914708.375000 Penalty: 3211.370361
	Iteration 59Q: 3 clusters Score -1914708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1914705.250000 Penalty: 3211.370361
	Iteration 60F: 3 clusters Score -1914705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1914706.000000 Penalty: 3211.370361
	Iteration 61Q: 3 clusters Score -1914706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1914707.375000 Penalty: 3211.370361
	Iteration 62Q: 3 clusters Score -1914707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1914704.125000 Penalty: 3211.370361
	Iteration 63Q: 3 clusters Score -1914704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1914705.250000 Penalty: 3211.370361
	Iteration 64Q: 3 clusters Score -1914705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1914705.375000 Penalty: 3211.370361
	Iteration 65Q: 3 clusters Score -1914705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1914703.125000 Penalty: 3211.370361
	Iteration 66Q: 3 clusters Score -1914703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1914701.500000 Penalty: 3211.370361
	Iteration 67Q: 3 clusters Score -1914702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1914698.500000 Penalty: 3211.370361
	Iteration 68Q: 3 clusters Score -1914698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1914698.000000 Penalty: 3211.370361
	Iteration 69Q: 3 clusters Score -1914698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1914699.375000 Penalty: 3211.370361
	Iteration 70Q: 3 clusters Score -1914699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1914697.500000 Penalty: 3211.370361
	Iteration 71Q: 3 clusters Score -1914698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1914696.500000 Penalty: 3211.370361
	Iteration 72Q: 3 clusters Score -1914696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1914699.625000 Penalty: 3211.370361
	Iteration 73Q: 3 clusters Score -1914700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1914696.125000 Penalty: 3211.370361
	Iteration 74Q: 3 clusters Score -1914696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1914696.000000 Penalty: 3211.370361
	Iteration 75Q: 3 clusters Score -1914696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1914697.500000 Penalty: 3211.370361
	Iteration 76Q: 3 clusters Score -1914698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1914696.875000 Penalty: 3211.370361
	Iteration 77Q: 3 clusters Score -1914697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1914695.625000 Penalty: 3211.370361
	Iteration 78Q: 3 clusters Score -1914696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1914694.625000 Penalty: 3211.370361
	Iteration 79Q: 3 clusters Score -1914695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1914695.625000 Penalty: 3211.370361
	Iteration 80F: 3 clusters Score -1914696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1914697.750000 Penalty: 3211.370361
	Iteration 81Q: 3 clusters Score -1914698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1914693.375000 Penalty: 3211.370361
	Iteration 82Q: 3 clusters Score -1914693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1914691.500000 Penalty: 3211.370361
	Iteration 83Q: 3 clusters Score -1914692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1914688.625000 Penalty: 3211.370361
	Iteration 84Q: 3 clusters Score -1914689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1914691.625000 Penalty: 3211.370361
	Iteration 85Q: 3 clusters Score -1914692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1914693.500000 Penalty: 3211.370361
	Iteration 86Q: 3 clusters Score -1914694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1914691.625000 Penalty: 3211.370361
	Iteration 87Q: 3 clusters Score -1914692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1914690.875000 Penalty: 3211.370361
	Iteration 88Q: 3 clusters Score -1914691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1914691.000000 Penalty: 3211.370361
	Iteration 89Q: 3 clusters Score -1914691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1914689.875000 Penalty: 3211.370361
	Iteration 90Q: 3 clusters Score -1914690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1914687.125000 Penalty: 3211.370361
	Iteration 91Q: 3 clusters Score -1914687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1914686.250000 Penalty: 3211.370361
	Iteration 92Q: 3 clusters Score -1914686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1914687.375000 Penalty: 3211.370361
	Iteration 93Q: 3 clusters Score -1914687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1914683.875000 Penalty: 3211.370361
	Iteration 94Q: 3 clusters Score -1914684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1914685.500000 Penalty: 3211.370361
	Iteration 95Q: 3 clusters Score -1914686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1914684.875000 Penalty: 3211.370361
	Iteration 96Q: 3 clusters Score -1914685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1914684.500000 Penalty: 3211.370361
	Iteration 97Q: 3 clusters Score -1914684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1914683.750000 Penalty: 3211.370361
	Iteration 98Q: 3 clusters Score -1914684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1914684.750000 Penalty: 3211.370361
	Iteration 99Q: 3 clusters Score -1914685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1914681.875000 Penalty: 3211.370361
	Iteration 100F: 3 clusters Score -1914682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1914680.000000 Penalty: 3211.370361
	Iteration 101Q: 3 clusters Score -1914680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1914680.375000 Penalty: 3211.370361
	Iteration 102Q: 3 clusters Score -1914680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1914683.875000 Penalty: 3211.370361
	Iteration 103Q: 3 clusters Score -1914684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1914684.250000 Penalty: 3211.370361
	Iteration 104Q: 3 clusters Score -1914684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1914685.375000 Penalty: 3211.370361
	Iteration 105Q: 3 clusters Score -1914685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1914683.750000 Penalty: 3211.370361
	Iteration 106Q: 3 clusters Score -1914684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1914684.375000 Penalty: 3211.370361
	Iteration 107Q: 3 clusters Score -1914684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1914683.750000 Penalty: 3211.370361
	Iteration 108Q: 3 clusters Score -1914684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1914680.500000 Penalty: 3211.370361
	Iteration 109Q: 3 clusters Score -1914680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1914680.750000 Penalty: 3211.370361
	Iteration 110Q: 3 clusters Score -1914681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1914681.375000 Penalty: 3211.370361
	Iteration 111Q: 3 clusters Score -1914681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1914681.625000 Penalty: 3211.370361
	Iteration 112Q: 3 clusters Score -1914682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1914681.125000 Penalty: 3211.370361
	Iteration 113Q: 3 clusters Score -1914681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1914681.125000 Penalty: 3211.370361
	Iteration 114F: 3 clusters Score -1914681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23951 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15663 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 49223 members 
Mstep: Class 18 contains 23063 members 
Mstep: Class 19 contains 34855 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39369 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32271 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36902 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4559 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785924.000000 Penalty: 98713.132812
Iteration 279Q: 47 clusters Score -4.978592e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23950 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15663 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35554 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 49180 members 
Mstep: Class 18 contains 23013 members 
Mstep: Class 19 contains 34677 members 
Mstep: Class 20 contains 37971 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38932 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33108 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36889 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4560 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786360.000000 Penalty: 98713.132812
Iteration 280F: 47 clusters Score -4.978636e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15655 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35001 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 49156 members 
Mstep: Class 18 contains 22951 members 
Mstep: Class 19 contains 34488 members 
Mstep: Class 20 contains 37970 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38930 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39371 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33970 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36881 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4548 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786736.000000 Penalty: 98713.132812
Iteration 281Q: 47 clusters Score -4.978674e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6515 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23946 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15651 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34485 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5564 members 
Mstep: Class 17 contains 49142 members 
Mstep: Class 18 contains 22906 members 
Mstep: Class 19 contains 34340 members 
Mstep: Class 20 contains 37969 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38931 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5663 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34766 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36867 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4540 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787352.000000 Penalty: 98713.132812
Iteration 282Q: 47 clusters Score -4.978735e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6515 members 
Mstep: Class 4 contains 29417 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23939 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 33837 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 49062 members 
Mstep: Class 18 contains 22859 members 
Mstep: Class 19 contains 34235 members 
Mstep: Class 20 contains 37968 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38926 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5663 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35740 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36874 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4518 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788160.000000 Penalty: 98713.132812
Iteration 283Q: 47 clusters Score -4.978816e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6515 members 
Mstep: Class 4 contains 29416 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23935 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32940 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 49025 members 
Mstep: Class 18 contains 22814 members 
Mstep: Class 19 contains 34163 members 
Mstep: Class 20 contains 37967 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38923 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5662 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39374 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36869 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36876 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4513 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788560.000000 Penalty: 98713.132812
Iteration 284Q: 47 clusters Score -4.978856e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6515 members 
Mstep: Class 4 contains 29416 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23930 members 
Mstep: Class 7 contains 19787 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15635 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31795 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 48986 members 
Mstep: Class 18 contains 22762 members 
Mstep: Class 19 contains 34097 members 
Mstep: Class 20 contains 37967 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38918 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5662 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39378 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38203 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36881 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4541 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787604.000000 Penalty: 98713.132812
Iteration 285Q: 47 clusters Score -4.97876e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6515 members 
Mstep: Class 4 contains 29417 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23923 members 
Mstep: Class 7 contains 19787 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15629 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30554 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 49003 members 
Mstep: Class 18 contains 22728 members 
Mstep: Class 19 contains 34091 members 
Mstep: Class 20 contains 37966 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38922 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5665 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39371 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39476 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36880 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4613 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786160.000000 Penalty: 98713.132812
Iteration 286Q: 47 clusters Score -4.978616e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6515 members 
Mstep: Class 4 contains 29417 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23920 members 
Mstep: Class 7 contains 19786 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15623 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 29559 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5569 members 
Mstep: Class 17 contains 49134 members 
Mstep: Class 18 contains 22694 members 
Mstep: Class 19 contains 34122 members 
Mstep: Class 20 contains 37965 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38921 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 40354 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36869 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4694 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784932.000000 Penalty: 98713.132812
Iteration 287Q: 47 clusters Score -4.978493e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 19786 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15623 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 28974 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 49344 members 
Mstep: Class 18 contains 22660 members 
Mstep: Class 19 contains 34139 members 
Mstep: Class 20 contains 37964 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38927 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39363 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 40720 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36862 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4791 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784228.000000 Penalty: 98713.132812
Iteration 288Q: 47 clusters Score -4.978423e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 29416 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23919 members 
Mstep: Class 7 contains 19786 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15621 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 28800 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 49511 members 
Mstep: Class 18 contains 22635 members 
Mstep: Class 19 contains 34168 members 
Mstep: Class 20 contains 37964 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38932 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5663 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39361 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 40697 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36861 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4882 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783996.000000 Penalty: 98713.132812
Iteration 289Q: 47 clusters Score -4.9784e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 19786 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15620 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 28956 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5569 members 
Mstep: Class 17 contains 49589 members 
Mstep: Class 18 contains 22590 members 
Mstep: Class 19 contains 34207 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38931 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39357 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 40480 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36862 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4926 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 19036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784192.000000 Penalty: 98713.132812
Iteration 290Q: 47 clusters Score -4.978419e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23915 members 
Mstep: Class 7 contains 19786 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15619 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 29351 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5564 members 
Mstep: Class 17 contains 49618 members 
Mstep: Class 18 contains 22537 members 
Mstep: Class 19 contains 34247 members 
Mstep: Class 20 contains 37963 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38932 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5661 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39351 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 40097 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36869 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4954 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784352.000000 Penalty: 98713.132812
Iteration 291Q: 47 clusters Score -4.978435e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23917 members 
Mstep: Class 7 contains 19785 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15617 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 29895 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 49600 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 34284 members 
Mstep: Class 20 contains 37960 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38930 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39346 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39621 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36872 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4965 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784676.000000 Penalty: 98713.132812
Iteration 292Q: 47 clusters Score -4.978468e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23923 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15618 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 30541 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 49542 members 
Mstep: Class 18 contains 22437 members 
Mstep: Class 19 contains 34302 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38931 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39341 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39118 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36867 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4946 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785140.000000 Penalty: 98713.132812
Iteration 293Q: 47 clusters Score -4.978514e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23927 members 
Mstep: Class 7 contains 19785 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15619 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 31155 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 49516 members 
Mstep: Class 18 contains 22405 members 
Mstep: Class 19 contains 34324 members 
Mstep: Class 20 contains 37961 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38931 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5657 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39339 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38598 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36868 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4910 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785328.000000 Penalty: 98713.132812
Iteration 294Q: 47 clusters Score -4.978533e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23930 members 
Mstep: Class 7 contains 19785 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15622 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 31818 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 49467 members 
Mstep: Class 18 contains 22359 members 
Mstep: Class 19 contains 34359 members 
Mstep: Class 20 contains 37959 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5657 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39340 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38064 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36863 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4863 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785764.000000 Penalty: 98713.132812
Iteration 295Q: 47 clusters Score -4.978576e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23929 members 
Mstep: Class 7 contains 19785 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15622 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 32564 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 49373 members 
Mstep: Class 18 contains 22312 members 
Mstep: Class 19 contains 34368 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38937 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39338 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37518 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36864 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4806 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786024.000000 Penalty: 98713.132812
Iteration 296Q: 47 clusters Score -4.978602e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 29413 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23931 members 
Mstep: Class 7 contains 19785 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15621 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 33339 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 49306 members 
Mstep: Class 18 contains 22273 members 
Mstep: Class 19 contains 34379 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39337 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36912 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36859 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4751 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9346 members 
Mstep: Class 46 contains 18852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786440.000000 Penalty: 98713.132812
Iteration 297Q: 47 clusters Score -4.978644e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 29413 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23933 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15619 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34057 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 49241 members 
Mstep: Class 18 contains 22253 members 
Mstep: Class 19 contains 34378 members 
Mstep: Class 20 contains 37963 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38937 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39330 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36359 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36847 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4693 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9346 members 
Mstep: Class 46 contains 18843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786908.000000 Penalty: 98713.132812
Iteration 298Q: 47 clusters Score -4.978691e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 29413 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23931 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15617 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34806 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 49168 members 
Mstep: Class 18 contains 22243 members 
Mstep: Class 19 contains 34370 members 
Mstep: Class 20 contains 37963 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39327 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35797 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36840 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4636 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9346 members 
Mstep: Class 46 contains 18829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787504.000000 Penalty: 98713.132812
Iteration 299Q: 47 clusters Score -4.97875e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 29412 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23932 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15622 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 35735 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 49111 members 
Mstep: Class 18 contains 22234 members 
Mstep: Class 19 contains 34373 members 
Mstep: Class 20 contains 37964 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39324 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35001 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36836 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4578 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9346 members 
Mstep: Class 46 contains 18819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788028.000000 Penalty: 98713.132812
Iteration 300F: 47 clusters Score -4.978803e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6511 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23936 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15623 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36873 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 49072 members 
Mstep: Class 18 contains 22238 members 
Mstep: Class 19 contains 34426 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39321 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33923 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36827 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4528 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9347 members 
Mstep: Class 46 contains 18814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788240.000000 Penalty: 98713.132812
Iteration 301Q: 47 clusters Score -4.978824e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23935 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 49064 members 
Mstep: Class 18 contains 22284 members 
Mstep: Class 19 contains 34621 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5654 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39321 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32778 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36811 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4495 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9348 members 
Mstep: Class 46 contains 18805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787412.000000 Penalty: 98713.132812
Iteration 302Q: 47 clusters Score -4.978741e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23935 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15634 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 38810 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49044 members 
Mstep: Class 18 contains 22333 members 
Mstep: Class 19 contains 34892 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38953 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39320 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31493 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36803 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4470 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 18827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786308.000000 Penalty: 98713.132812
Iteration 303Q: 47 clusters Score -4.978631e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23937 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15638 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 39617 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49042 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 37961 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38952 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5657 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39316 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30247 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36785 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4467 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 18888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785052.000000 Penalty: 98713.132812
Iteration 304Q: 47 clusters Score -4.978505e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 29410 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23936 members 
Mstep: Class 7 contains 19786 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 40139 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 49027 members 
Mstep: Class 18 contains 22546 members 
Mstep: Class 19 contains 35495 members 
Mstep: Class 20 contains 37959 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38954 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39310 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29233 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36764 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4474 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783856.000000 Penalty: 98713.132812
Iteration 305Q: 47 clusters Score -4.978386e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6508 members 
Mstep: Class 4 contains 29410 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23937 members 
Mstep: Class 7 contains 19785 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 40219 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 49057 members 
Mstep: Class 18 contains 22669 members 
Mstep: Class 19 contains 35672 members 
Mstep: Class 20 contains 37957 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38957 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5662 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39313 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 28664 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36757 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4487 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783516.000000 Penalty: 98713.132812
Iteration 306Q: 47 clusters Score -4.978352e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 29410 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23933 members 
Mstep: Class 7 contains 19786 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15652 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 39952 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 49137 members 
Mstep: Class 18 contains 22782 members 
Mstep: Class 19 contains 35677 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38956 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5662 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39322 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 28524 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36759 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4507 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783116.000000 Penalty: 98713.132812
Iteration 307Q: 47 clusters Score -4.978312e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6508 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23929 members 
Mstep: Class 7 contains 19783 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 39438 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 49211 members 
Mstep: Class 18 contains 22876 members 
Mstep: Class 19 contains 35594 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38957 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5664 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39324 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 28742 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36774 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4516 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9351 members 
Mstep: Class 46 contains 19475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783288.000000 Penalty: 98713.132812
Iteration 308Q: 47 clusters Score -4.978329e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6508 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23932 members 
Mstep: Class 7 contains 19781 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15655 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 38825 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 49257 members 
Mstep: Class 18 contains 22936 members 
Mstep: Class 19 contains 35446 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38954 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5665 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39322 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29207 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36779 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4534 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9351 members 
Mstep: Class 46 contains 19640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783692.000000 Penalty: 98713.132812
Iteration 309Q: 47 clusters Score -4.978369e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6508 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23927 members 
Mstep: Class 7 contains 19781 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15653 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 38172 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5579 members 
Mstep: Class 17 contains 49271 members 
Mstep: Class 18 contains 22962 members 
Mstep: Class 19 contains 35287 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39317 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29834 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36784 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4542 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9351 members 
Mstep: Class 46 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784392.000000 Penalty: 98713.132812
Iteration 310Q: 47 clusters Score -4.978439e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23920 members 
Mstep: Class 7 contains 19780 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15651 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 37483 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 49275 members 
Mstep: Class 18 contains 22977 members 
Mstep: Class 19 contains 35093 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39318 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30572 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36779 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4544 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785068.000000 Penalty: 98713.132812
Iteration 311Q: 47 clusters Score -4.978507e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29406 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23919 members 
Mstep: Class 7 contains 19779 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15648 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 36810 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5577 members 
Mstep: Class 17 contains 49299 members 
Mstep: Class 18 contains 22950 members 
Mstep: Class 19 contains 34882 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39322 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31366 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36786 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4551 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 20013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785324.000000 Penalty: 98713.132812
Iteration 312Q: 47 clusters Score -4.978532e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 19779 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15646 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 36182 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5579 members 
Mstep: Class 17 contains 49258 members 
Mstep: Class 18 contains 22900 members 
Mstep: Class 19 contains 34691 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5664 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39331 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32218 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36787 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4555 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 20067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785912.000000 Penalty: 98713.132812
Iteration 313Q: 47 clusters Score -4.978591e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23914 members 
Mstep: Class 7 contains 19779 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 35617 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 22863 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5661 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39328 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33063 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36784 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4551 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 20080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786316.000000 Penalty: 98713.132812
Iteration 314Q: 47 clusters Score -4.978632e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23915 members 
Mstep: Class 7 contains 19779 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15635 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 35085 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 49201 members 
Mstep: Class 18 contains 22827 members 
Mstep: Class 19 contains 34340 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39334 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33858 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36781 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4550 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 20045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786736.000000 Penalty: 98713.132812
Iteration 315Q: 47 clusters Score -4.978674e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23913 members 
Mstep: Class 7 contains 19779 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15630 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 34544 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 49197 members 
Mstep: Class 18 contains 22796 members 
Mstep: Class 19 contains 34226 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39335 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34625 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36767 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4545 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 20002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787252.000000 Penalty: 98713.132812
Iteration 316Q: 47 clusters Score -4.978725e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23910 members 
Mstep: Class 7 contains 19779 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15625 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 33923 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 49176 members 
Mstep: Class 18 contains 22753 members 
Mstep: Class 19 contains 34123 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38931 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39341 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35493 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36760 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4532 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788072.000000 Penalty: 98713.132812
Iteration 317Q: 47 clusters Score -4.978807e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23908 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15619 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 33095 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 49153 members 
Mstep: Class 18 contains 22702 members 
Mstep: Class 19 contains 34041 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38930 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39347 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36540 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36754 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4540 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788220.000000 Penalty: 98713.132812
Iteration 318Q: 47 clusters Score -4.978822e+07 nChanged 2424
Entering ConstructFrom: 
Score: -49788220.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -327672.187500 Penalty: 1324.310303
	Iteration 0F: 2 clusters Score -327672.2 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 1755 members 
Entering Unmasked Estep 
Score: -324665.093750 Penalty: 2648.620605
	Iteration 0F: 3 clusters Score -324665.1 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -325402.437500 Penalty: 2648.620605
	Iteration 1F: 3 clusters Score -325402.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -325540.125000 Penalty: 2648.620605
	Iteration 2F: 3 clusters Score -325540.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -325620.031250 Penalty: 2648.620605
	Iteration 3Q: 3 clusters Score -325620 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -325678.906250 Penalty: 2648.620605
	Iteration 4Q: 3 clusters Score -325678.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -325730.531250 Penalty: 2648.620605
	Iteration 5Q: 3 clusters Score -325730.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -325769.812500 Penalty: 2648.620605
	Iteration 6Q: 3 clusters Score -325769.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -325807.156250 Penalty: 2648.620605
	Iteration 7Q: 3 clusters Score -325807.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -325846.093750 Penalty: 2648.620605
	Iteration 8Q: 3 clusters Score -325846.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -325883.781250 Penalty: 2648.620605
	Iteration 9Q: 3 clusters Score -325883.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -325923.968750 Penalty: 2648.620605
	Iteration 10Q: 3 clusters Score -325924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -325955.281250 Penalty: 2648.620605
	Iteration 11Q: 3 clusters Score -325955.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -325997.468750 Penalty: 2648.620605
	Iteration 12Q: 3 clusters Score -325997.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -326054.656250 Penalty: 2648.620605
	Iteration 13Q: 3 clusters Score -326054.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -326109.281250 Penalty: 2648.620605
	Iteration 14Q: 3 clusters Score -326109.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -326153.250000 Penalty: 2648.620605
	Iteration 15Q: 3 clusters Score -326153.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -326195.625000 Penalty: 2648.620605
	Iteration 16Q: 3 clusters Score -326195.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -326243.875000 Penalty: 2648.620605
	Iteration 17Q: 3 clusters Score -326243.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -326296.312500 Penalty: 2648.620605
	Iteration 18Q: 3 clusters Score -326296.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -326331.437500 Penalty: 2648.620605
	Iteration 19Q: 3 clusters Score -326331.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -326374.906250 Penalty: 2648.620605
	Iteration 20F: 3 clusters Score -326374.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -326438.843750 Penalty: 2648.620605
	Iteration 21Q: 3 clusters Score -326438.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -326507.781250 Penalty: 2648.620605
	Iteration 22Q: 3 clusters Score -326507.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -326571.718750 Penalty: 2648.620605
	Iteration 23Q: 3 clusters Score -326571.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -326641.562500 Penalty: 2648.620605
	Iteration 24Q: 3 clusters Score -326641.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -326696.312500 Penalty: 2648.620605
	Iteration 25Q: 3 clusters Score -326696.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -326733.843750 Penalty: 2648.620605
	Iteration 26Q: 3 clusters Score -326733.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -326768.906250 Penalty: 2648.620605
	Iteration 27Q: 3 clusters Score -326768.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -326789.281250 Penalty: 2648.620605
	Iteration 28Q: 3 clusters Score -326789.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -326805.156250 Penalty: 2648.620605
	Iteration 29Q: 3 clusters Score -326805.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -326817.718750 Penalty: 2648.620605
	Iteration 30Q: 3 clusters Score -326817.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -326828.406250 Penalty: 2648.620605
	Iteration 31Q: 3 clusters Score -326828.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -326834.843750 Penalty: 2648.620605
	Iteration 32Q: 3 clusters Score -326834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -326838.843750 Penalty: 2648.620605
	Iteration 33Q: 3 clusters Score -326838.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -326846.687500 Penalty: 2648.620605
	Iteration 34Q: 3 clusters Score -326846.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -326853.250000 Penalty: 2648.620605
	Iteration 35Q: 3 clusters Score -326853.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -326858.468750 Penalty: 2648.620605
	Iteration 36Q: 3 clusters Score -326858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -326860.406250 Penalty: 2648.620605
	Iteration 37Q: 3 clusters Score -326860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -326862.156250 Penalty: 2648.620605
	Iteration 38Q: 3 clusters Score -326862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -326863.531250 Penalty: 2648.620605
	Iteration 39Q: 3 clusters Score -326863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -326865.406250 Penalty: 2648.620605
	Iteration 40F: 3 clusters Score -326865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -326867.093750 Penalty: 2648.620605
	Iteration 41Q: 3 clusters Score -326867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -326869.906250 Penalty: 2648.620605
	Iteration 42Q: 3 clusters Score -326869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -326871.062500 Penalty: 2648.620605
	Iteration 43Q: 3 clusters Score -326871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -326872.656250 Penalty: 2648.620605
	Iteration 44Q: 3 clusters Score -326872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -326874.437500 Penalty: 2648.620605
	Iteration 45Q: 3 clusters Score -326874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -326875.531250 Penalty: 2648.620605
	Iteration 46Q: 3 clusters Score -326875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -326878.187500 Penalty: 2648.620605
	Iteration 47Q: 3 clusters Score -326878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -326881.187500 Penalty: 2648.620605
	Iteration 48Q: 3 clusters Score -326881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -326883.468750 Penalty: 2648.620605
	Iteration 49Q: 3 clusters Score -326883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -326885.125000 Penalty: 2648.620605
	Iteration 50Q: 3 clusters Score -326885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -326886.468750 Penalty: 2648.620605
	Iteration 51Q: 3 clusters Score -326886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -326887.937500 Penalty: 2648.620605
	Iteration 52Q: 3 clusters Score -326887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -326889.250000 Penalty: 2648.620605
	Iteration 53Q: 3 clusters Score -326889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -326891.812500 Penalty: 2648.620605
	Iteration 54Q: 3 clusters Score -326891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -326895.562500 Penalty: 2648.620605
	Iteration 55Q: 3 clusters Score -326895.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -326897.843750 Penalty: 2648.620605
	Iteration 56Q: 3 clusters Score -326897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -326899.281250 Penalty: 2648.620605
	Iteration 57Q: 3 clusters Score -326899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -326900.687500 Penalty: 2648.620605
	Iteration 58Q: 3 clusters Score -326900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -326901.062500 Penalty: 2648.620605
	Iteration 59Q: 3 clusters Score -326901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -326901.437500 Penalty: 2648.620605
	Iteration 60F: 3 clusters Score -326901.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -326902.406250 Penalty: 2648.620605
	Iteration 61Q: 3 clusters Score -326902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -326902.468750 Penalty: 2648.620605
	Iteration 62Q: 3 clusters Score -326902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -326902.968750 Penalty: 2648.620605
	Iteration 63Q: 3 clusters Score -326903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -326903.343750 Penalty: 2648.620605
	Iteration 64Q: 3 clusters Score -326903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -326903.343750 Penalty: 2648.620605
	Iteration 65F: 3 clusters Score -326903.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -92324.117188 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -92324.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -90854.828125 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -90854.83 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91282.992188 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -91282.99 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -91436.992188 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -91436.99 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91504.718750 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -91504.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -91538.937500 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -91538.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -91577.023438 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -91577.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -91619.273438 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -91619.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -91660.828125 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -91660.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91703.890625 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -91703.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -91741.015625 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -91741.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -91770.687500 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -91770.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -91791.093750 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -91791.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -91810.218750 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -91810.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -91863.148438 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -91863.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -92021.203125 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -92021.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -92115.929688 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -92115.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -92157.976562 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -92157.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -92191.015625 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -92191.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -92229.781250 Penalty: 2302.101074
	Iteration 18Q: 3 clusters Score -92229.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -92255.656250 Penalty: 2302.101074
	Iteration 19Q: 3 clusters Score -92255.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -92333.984375 Penalty: 2302.101074
	Iteration 20F: 3 clusters Score -92333.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -92383.945312 Penalty: 2302.101074
	Iteration 21Q: 3 clusters Score -92383.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -92398.578125 Penalty: 2302.101074
	Iteration 22Q: 3 clusters Score -92398.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -92406.867188 Penalty: 2302.101074
	Iteration 23Q: 3 clusters Score -92406.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -92410.031250 Penalty: 2302.101074
	Iteration 24Q: 3 clusters Score -92410.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -92410.984375 Penalty: 2302.101074
	Iteration 25Q: 3 clusters Score -92410.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -92412.820312 Penalty: 2302.101074
	Iteration 26Q: 3 clusters Score -92412.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -92414.609375 Penalty: 2302.101074
	Iteration 27Q: 3 clusters Score -92414.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -92415.382812 Penalty: 2302.101074
	Iteration 28Q: 3 clusters Score -92415.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -92415.382812 Penalty: 2302.101074
	Iteration 29F: 3 clusters Score -92415.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23908 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 32110 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 49085 members 
Mstep: Class 18 contains 22658 members 
Mstep: Class 19 contains 33987 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39346 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37747 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36752 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19827 members 
Mstep: Class 47 contains 794 members 
Entering Unmasked Estep 
Score: -49786248.000000 Penalty: 100859.070312
Splitting cluster 2 changes total score from -49788220.000000 to -49786248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -606655.625000 Penalty: 1426.828003
	Iteration 0F: 2 clusters Score -606655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -601677.937500 Penalty: 2853.656006
	Iteration 0F: 3 clusters Score -601677.9 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -603451.500000 Penalty: 2853.656006
	Iteration 1F: 3 clusters Score -603451.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -603979.062500 Penalty: 2853.656006
	Iteration 2F: 3 clusters Score -603979.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -604409.437500 Penalty: 2853.656006
	Iteration 3F: 3 clusters Score -604409.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -604827.187500 Penalty: 2853.656006
	Iteration 4F: 3 clusters Score -604827.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -605191.625000 Penalty: 2853.656006
	Iteration 5F: 3 clusters Score -605191.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -605475.562500 Penalty: 2853.656006
	Iteration 6F: 3 clusters Score -605475.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -605736.562500 Penalty: 2853.656006
	Iteration 7Q: 3 clusters Score -605736.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -605988.187500 Penalty: 2853.656006
	Iteration 8Q: 3 clusters Score -605988.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -606186.750000 Penalty: 2853.656006
	Iteration 9Q: 3 clusters Score -606186.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -606313.312500 Penalty: 2853.656006
	Iteration 10Q: 3 clusters Score -606313.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -606380.937500 Penalty: 2853.656006
	Iteration 11Q: 3 clusters Score -606380.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -606435.562500 Penalty: 2853.656006
	Iteration 12Q: 3 clusters Score -606435.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -606474.125000 Penalty: 2853.656006
	Iteration 13Q: 3 clusters Score -606474.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -606498.562500 Penalty: 2853.656006
	Iteration 14Q: 3 clusters Score -606498.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -606516.250000 Penalty: 2853.656006
	Iteration 15Q: 3 clusters Score -606516.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -606537.500000 Penalty: 2853.656006
	Iteration 16Q: 3 clusters Score -606537.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -606558.937500 Penalty: 2853.656006
	Iteration 17Q: 3 clusters Score -606558.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -606580.875000 Penalty: 2853.656006
	Iteration 18Q: 3 clusters Score -606580.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -606598.125000 Penalty: 2853.656006
	Iteration 19Q: 3 clusters Score -606598.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -606624.437500 Penalty: 2853.656006
	Iteration 20F: 3 clusters Score -606624.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -606639.750000 Penalty: 2853.656006
	Iteration 21Q: 3 clusters Score -606639.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -606654.187500 Penalty: 2853.656006
	Iteration 22Q: 3 clusters Score -606654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -606667.312500 Penalty: 2853.656006
	Iteration 23Q: 3 clusters Score -606667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -606674.562500 Penalty: 2853.656006
	Iteration 24Q: 3 clusters Score -606674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -606678.937500 Penalty: 2853.656006
	Iteration 25Q: 3 clusters Score -606678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -606681.812500 Penalty: 2853.656006
	Iteration 26Q: 3 clusters Score -606681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -606681.687500 Penalty: 2853.656006
	Iteration 27Q: 3 clusters Score -606681.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -606681.687500 Penalty: 2853.656006
	Iteration 28F: 3 clusters Score -606681.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 5815 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23908 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 32110 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 49085 members 
Mstep: Class 18 contains 22658 members 
Mstep: Class 19 contains 33987 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39346 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37747 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36752 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19827 members 
Mstep: Class 47 contains 691 members 
Entering Unmasked Estep 
Score: -49786520.000000 Penalty: 100859.070312
Splitting cluster 3 changes total score from -49788220.000000 to -49786520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Entering Unmasked Estep 
Score: -2829239.750000 Penalty: 1671.960571
	Iteration 0F: 2 clusters Score -2829240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2809326.000000 Penalty: 3343.921143
	Iteration 0F: 3 clusters Score -2809326 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2817128.750000 Penalty: 3343.921143
	Iteration 1F: 3 clusters Score -2817129 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2817700.250000 Penalty: 3343.921143
	Iteration 2Q: 3 clusters Score -2817700 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2818391.750000 Penalty: 3343.921143
	Iteration 3F: 3 clusters Score -2818392 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2819203.500000 Penalty: 3343.921143
	Iteration 4F: 3 clusters Score -2819204 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2820065.500000 Penalty: 3343.921143
	Iteration 5F: 3 clusters Score -2820066 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2820942.500000 Penalty: 3343.921143
	Iteration 6F: 3 clusters Score -2820942 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2821784.000000 Penalty: 3343.921143
	Iteration 7F: 3 clusters Score -2821784 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2822540.250000 Penalty: 3343.921143
	Iteration 8Q: 3 clusters Score -2822540 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2823207.750000 Penalty: 3343.921143
	Iteration 9Q: 3 clusters Score -2823208 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2823793.000000 Penalty: 3343.921143
	Iteration 10Q: 3 clusters Score -2823793 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2824241.250000 Penalty: 3343.921143
	Iteration 11Q: 3 clusters Score -2824241 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2824545.750000 Penalty: 3343.921143
	Iteration 12Q: 3 clusters Score -2824546 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2824785.750000 Penalty: 3343.921143
	Iteration 13Q: 3 clusters Score -2824786 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2824986.250000 Penalty: 3343.921143
	Iteration 14Q: 3 clusters Score -2824986 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2825170.750000 Penalty: 3343.921143
	Iteration 15Q: 3 clusters Score -2825171 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2825308.250000 Penalty: 3343.921143
	Iteration 16Q: 3 clusters Score -2825308 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2825427.250000 Penalty: 3343.921143
	Iteration 17Q: 3 clusters Score -2825427 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2825531.500000 Penalty: 3343.921143
	Iteration 18Q: 3 clusters Score -2825532 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2825646.750000 Penalty: 3343.921143
	Iteration 19Q: 3 clusters Score -2825647 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2825748.250000 Penalty: 3343.921143
	Iteration 20F: 3 clusters Score -2825748 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2825866.750000 Penalty: 3343.921143
	Iteration 21Q: 3 clusters Score -2825867 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2825974.250000 Penalty: 3343.921143
	Iteration 22Q: 3 clusters Score -2825974 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2826060.250000 Penalty: 3343.921143
	Iteration 23Q: 3 clusters Score -2826060 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -2826183.250000 Penalty: 3343.921143
	Iteration 24Q: 3 clusters Score -2826183 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2826256.000000 Penalty: 3343.921143
	Iteration 25Q: 3 clusters Score -2826256 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2826344.000000 Penalty: 3343.921143
	Iteration 26Q: 3 clusters Score -2826344 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2826403.000000 Penalty: 3343.921143
	Iteration 27Q: 3 clusters Score -2826403 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -2826456.750000 Penalty: 3343.921143
	Iteration 28Q: 3 clusters Score -2826457 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2826536.750000 Penalty: 3343.921143
	Iteration 29Q: 3 clusters Score -2826537 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2826616.000000 Penalty: 3343.921143
	Iteration 30Q: 3 clusters Score -2826616 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2826691.000000 Penalty: 3343.921143
	Iteration 31Q: 3 clusters Score -2826691 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2826767.250000 Penalty: 3343.921143
	Iteration 32Q: 3 clusters Score -2826767 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2826852.000000 Penalty: 3343.921143
	Iteration 33Q: 3 clusters Score -2826852 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -2826960.750000 Penalty: 3343.921143
	Iteration 34Q: 3 clusters Score -2826961 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -2827052.500000 Penalty: 3343.921143
	Iteration 35Q: 3 clusters Score -2827052 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2827145.500000 Penalty: 3343.921143
	Iteration 36Q: 3 clusters Score -2827146 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -2827221.750000 Penalty: 3343.921143
	Iteration 37Q: 3 clusters Score -2827222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2827316.750000 Penalty: 3343.921143
	Iteration 38Q: 3 clusters Score -2827317 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -2827405.250000 Penalty: 3343.921143
	Iteration 39Q: 3 clusters Score -2827405 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -2827469.000000 Penalty: 3343.921143
	Iteration 40F: 3 clusters Score -2827469 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2827528.250000 Penalty: 3343.921143
	Iteration 41Q: 3 clusters Score -2827528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -2827570.250000 Penalty: 3343.921143
	Iteration 42Q: 3 clusters Score -2827570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -2827611.750000 Penalty: 3343.921143
	Iteration 43Q: 3 clusters Score -2827612 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -2827645.500000 Penalty: 3343.921143
	Iteration 44Q: 3 clusters Score -2827646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -2827678.750000 Penalty: 3343.921143
	Iteration 45Q: 3 clusters Score -2827679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -2827705.250000 Penalty: 3343.921143
	Iteration 46Q: 3 clusters Score -2827705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -2827733.250000 Penalty: 3343.921143
	Iteration 47Q: 3 clusters Score -2827733 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -2827752.250000 Penalty: 3343.921143
	Iteration 48Q: 3 clusters Score -2827752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -2827787.750000 Penalty: 3343.921143
	Iteration 49Q: 3 clusters Score -2827788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -2827810.750000 Penalty: 3343.921143
	Iteration 50Q: 3 clusters Score -2827811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2827825.500000 Penalty: 3343.921143
	Iteration 51Q: 3 clusters Score -2827826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -2827831.250000 Penalty: 3343.921143
	Iteration 52Q: 3 clusters Score -2827831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2827831.500000 Penalty: 3343.921143
	Iteration 53Q: 3 clusters Score -2827832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -2827838.000000 Penalty: 3343.921143
	Iteration 54Q: 3 clusters Score -2827838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2827840.500000 Penalty: 3343.921143
	Iteration 55Q: 3 clusters Score -2827840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2827844.250000 Penalty: 3343.921143
	Iteration 56Q: 3 clusters Score -2827844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2827849.000000 Penalty: 3343.921143
	Iteration 57Q: 3 clusters Score -2827849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2827848.000000 Penalty: 3343.921143
	Iteration 58Q: 3 clusters Score -2827848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2827851.000000 Penalty: 3343.921143
	Iteration 59Q: 3 clusters Score -2827851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -2827849.250000 Penalty: 3343.921143
	Iteration 60F: 3 clusters Score -2827849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -680340.937500 Penalty: 1445.895508
	Iteration 0F: 2 clusters Score -680340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -674835.937500 Penalty: 2891.791016
	Iteration 0F: 3 clusters Score -674835.9 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -676458.750000 Penalty: 2891.791016
	Iteration 1F: 3 clusters Score -676458.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -676681.562500 Penalty: 2891.791016
	Iteration 2F: 3 clusters Score -676681.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -676886.000000 Penalty: 2891.791016
	Iteration 3F: 3 clusters Score -676886 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -677079.000000 Penalty: 2891.791016
	Iteration 4F: 3 clusters Score -677079 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -677215.250000 Penalty: 2891.791016
	Iteration 5Q: 3 clusters Score -677215.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -677361.125000 Penalty: 2891.791016
	Iteration 6Q: 3 clusters Score -677361.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -677505.187500 Penalty: 2891.791016
	Iteration 7Q: 3 clusters Score -677505.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -677662.125000 Penalty: 2891.791016
	Iteration 8Q: 3 clusters Score -677662.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -677822.812500 Penalty: 2891.791016
	Iteration 9Q: 3 clusters Score -677822.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -678007.625000 Penalty: 2891.791016
	Iteration 10Q: 3 clusters Score -678007.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -678196.625000 Penalty: 2891.791016
	Iteration 11Q: 3 clusters Score -678196.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -678359.937500 Penalty: 2891.791016
	Iteration 12Q: 3 clusters Score -678359.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -678491.500000 Penalty: 2891.791016
	Iteration 13Q: 3 clusters Score -678491.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -678598.187500 Penalty: 2891.791016
	Iteration 14Q: 3 clusters Score -678598.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -678701.875000 Penalty: 2891.791016
	Iteration 15Q: 3 clusters Score -678701.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -678809.000000 Penalty: 2891.791016
	Iteration 16Q: 3 clusters Score -678809 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -678921.937500 Penalty: 2891.791016
	Iteration 17Q: 3 clusters Score -678921.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -678999.062500 Penalty: 2891.791016
	Iteration 18Q: 3 clusters Score -678999.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -679042.625000 Penalty: 2891.791016
	Iteration 19Q: 3 clusters Score -679042.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -679085.875000 Penalty: 2891.791016
	Iteration 20F: 3 clusters Score -679085.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -679121.562500 Penalty: 2891.791016
	Iteration 21Q: 3 clusters Score -679121.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -679163.062500 Penalty: 2891.791016
	Iteration 22Q: 3 clusters Score -679163.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -679193.562500 Penalty: 2891.791016
	Iteration 23Q: 3 clusters Score -679193.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -679226.687500 Penalty: 2891.791016
	Iteration 24Q: 3 clusters Score -679226.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -679250.437500 Penalty: 2891.791016
	Iteration 25Q: 3 clusters Score -679250.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -679265.500000 Penalty: 2891.791016
	Iteration 26Q: 3 clusters Score -679265.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -679276.875000 Penalty: 2891.791016
	Iteration 27Q: 3 clusters Score -679276.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -679288.875000 Penalty: 2891.791016
	Iteration 28Q: 3 clusters Score -679288.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -679295.812500 Penalty: 2891.791016
	Iteration 29Q: 3 clusters Score -679295.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -679302.250000 Penalty: 2891.791016
	Iteration 30Q: 3 clusters Score -679302.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -679303.750000 Penalty: 2891.791016
	Iteration 31Q: 3 clusters Score -679303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -679305.250000 Penalty: 2891.791016
	Iteration 32Q: 3 clusters Score -679305.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -679309.750000 Penalty: 2891.791016
	Iteration 33Q: 3 clusters Score -679309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -679315.312500 Penalty: 2891.791016
	Iteration 34Q: 3 clusters Score -679315.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -679320.125000 Penalty: 2891.791016
	Iteration 35Q: 3 clusters Score -679320.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -679324.000000 Penalty: 2891.791016
	Iteration 36Q: 3 clusters Score -679324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -679326.875000 Penalty: 2891.791016
	Iteration 37Q: 3 clusters Score -679326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -679328.937500 Penalty: 2891.791016
	Iteration 38Q: 3 clusters Score -679328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -679331.687500 Penalty: 2891.791016
	Iteration 39Q: 3 clusters Score -679331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -679330.812500 Penalty: 2891.791016
	Iteration 40F: 3 clusters Score -679330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -679331.125000 Penalty: 2891.791016
	Iteration 41Q: 3 clusters Score -679331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -679332.750000 Penalty: 2891.791016
	Iteration 42Q: 3 clusters Score -679332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -679332.562500 Penalty: 2891.791016
	Iteration 43Q: 3 clusters Score -679332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -679333.125000 Penalty: 2891.791016
	Iteration 44Q: 3 clusters Score -679333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -679333.125000 Penalty: 2891.791016
	Iteration 45F: 3 clusters Score -679333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Entering Unmasked Estep 
Score: -2258332.750000 Penalty: 1638.319824
	Iteration 0F: 2 clusters Score -2258333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2242217.000000 Penalty: 3276.639648
	Iteration 0F: 3 clusters Score -2242217 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2248062.000000 Penalty: 3276.639648
	Iteration 1F: 3 clusters Score -2248062 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2248423.500000 Penalty: 3276.639648
	Iteration 2Q: 3 clusters Score -2248424 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2248746.000000 Penalty: 3276.639648
	Iteration 3Q: 3 clusters Score -2248746 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2249046.500000 Penalty: 3276.639648
	Iteration 4Q: 3 clusters Score -2249046 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2249346.500000 Penalty: 3276.639648
	Iteration 5Q: 3 clusters Score -2249346 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2249701.500000 Penalty: 3276.639648
	Iteration 6Q: 3 clusters Score -2249702 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2250186.250000 Penalty: 3276.639648
	Iteration 7Q: 3 clusters Score -2250186 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2250789.000000 Penalty: 3276.639648
	Iteration 8Q: 3 clusters Score -2250789 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2251546.000000 Penalty: 3276.639648
	Iteration 9F: 3 clusters Score -2251546 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2252493.500000 Penalty: 3276.639648
	Iteration 10F: 3 clusters Score -2252494 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2253566.250000 Penalty: 3276.639648
	Iteration 11F: 3 clusters Score -2253566 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2254611.000000 Penalty: 3276.639648
	Iteration 12F: 3 clusters Score -2254611 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2255478.000000 Penalty: 3276.639648
	Iteration 13Q: 3 clusters Score -2255478 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2256054.000000 Penalty: 3276.639648
	Iteration 14Q: 3 clusters Score -2256054 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2256443.750000 Penalty: 3276.639648
	Iteration 15Q: 3 clusters Score -2256444 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2256645.750000 Penalty: 3276.639648
	Iteration 16Q: 3 clusters Score -2256646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2256751.750000 Penalty: 3276.639648
	Iteration 17Q: 3 clusters Score -2256752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2256801.000000 Penalty: 3276.639648
	Iteration 18Q: 3 clusters Score -2256801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2256835.250000 Penalty: 3276.639648
	Iteration 19Q: 3 clusters Score -2256835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2256854.750000 Penalty: 3276.639648
	Iteration 20F: 3 clusters Score -2256855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2256866.250000 Penalty: 3276.639648
	Iteration 21Q: 3 clusters Score -2256866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2256873.500000 Penalty: 3276.639648
	Iteration 22Q: 3 clusters Score -2256874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2256882.000000 Penalty: 3276.639648
	Iteration 23Q: 3 clusters Score -2256882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2256881.250000 Penalty: 3276.639648
	Iteration 24Q: 3 clusters Score -2256881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2256883.000000 Penalty: 3276.639648
	Iteration 25Q: 3 clusters Score -2256883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2256883.500000 Penalty: 3276.639648
	Iteration 26Q: 3 clusters Score -2256884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2256885.500000 Penalty: 3276.639648
	Iteration 27Q: 3 clusters Score -2256886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2256888.750000 Penalty: 3276.639648
	Iteration 28Q: 3 clusters Score -2256889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2256891.250000 Penalty: 3276.639648
	Iteration 29Q: 3 clusters Score -2256891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2256894.000000 Penalty: 3276.639648
	Iteration 30Q: 3 clusters Score -2256894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2256896.000000 Penalty: 3276.639648
	Iteration 31Q: 3 clusters Score -2256896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2256896.500000 Penalty: 3276.639648
	Iteration 32Q: 3 clusters Score -2256896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2256896.500000 Penalty: 3276.639648
	Iteration 33F: 3 clusters Score -2256896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Entering Unmasked Estep 
Score: -1836614.125000 Penalty: 1607.502930
	Iteration 0F: 2 clusters Score -1836614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1823052.250000 Penalty: 3215.005859
	Iteration 0F: 3 clusters Score -1823052 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1827717.875000 Penalty: 3215.005859
	Iteration 1F: 3 clusters Score -1827718 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1828005.750000 Penalty: 3215.005859
	Iteration 2Q: 3 clusters Score -1828006 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1828244.000000 Penalty: 3215.005859
	Iteration 3Q: 3 clusters Score -1828244 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1828443.250000 Penalty: 3215.005859
	Iteration 4Q: 3 clusters Score -1828443 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1828625.500000 Penalty: 3215.005859
	Iteration 5Q: 3 clusters Score -1828626 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1828781.000000 Penalty: 3215.005859
	Iteration 6Q: 3 clusters Score -1828781 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1828932.125000 Penalty: 3215.005859
	Iteration 7Q: 3 clusters Score -1828932 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1829088.875000 Penalty: 3215.005859
	Iteration 8Q: 3 clusters Score -1829089 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1829233.625000 Penalty: 3215.005859
	Iteration 9Q: 3 clusters Score -1829234 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1829384.500000 Penalty: 3215.005859
	Iteration 10Q: 3 clusters Score -1829384 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1829538.250000 Penalty: 3215.005859
	Iteration 11Q: 3 clusters Score -1829538 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1829713.625000 Penalty: 3215.005859
	Iteration 12Q: 3 clusters Score -1829714 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1829937.750000 Penalty: 3215.005859
	Iteration 13Q: 3 clusters Score -1829938 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1830183.250000 Penalty: 3215.005859
	Iteration 14Q: 3 clusters Score -1830183 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1830495.875000 Penalty: 3215.005859
	Iteration 15Q: 3 clusters Score -1830496 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1830885.250000 Penalty: 3215.005859
	Iteration 16Q: 3 clusters Score -1830885 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1831281.125000 Penalty: 3215.005859
	Iteration 17Q: 3 clusters Score -1831281 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1831746.875000 Penalty: 3215.005859
	Iteration 18Q: 3 clusters Score -1831747 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1832223.750000 Penalty: 3215.005859
	Iteration 19Q: 3 clusters Score -1832224 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1832694.875000 Penalty: 3215.005859
	Iteration 20F: 3 clusters Score -1832695 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1833101.750000 Penalty: 3215.005859
	Iteration 21Q: 3 clusters Score -1833102 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1833474.125000 Penalty: 3215.005859
	Iteration 22Q: 3 clusters Score -1833474 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1833811.875000 Penalty: 3215.005859
	Iteration 23Q: 3 clusters Score -1833812 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1834107.875000 Penalty: 3215.005859
	Iteration 24Q: 3 clusters Score -1834108 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1834372.125000 Penalty: 3215.005859
	Iteration 25Q: 3 clusters Score -1834372 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1834595.375000 Penalty: 3215.005859
	Iteration 26Q: 3 clusters Score -1834595 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1834780.500000 Penalty: 3215.005859
	Iteration 27Q: 3 clusters Score -1834780 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1834926.375000 Penalty: 3215.005859
	Iteration 28Q: 3 clusters Score -1834926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1835032.625000 Penalty: 3215.005859
	Iteration 29Q: 3 clusters Score -1835033 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1835093.125000 Penalty: 3215.005859
	Iteration 30Q: 3 clusters Score -1835093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1835148.250000 Penalty: 3215.005859
	Iteration 31Q: 3 clusters Score -1835148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1835185.125000 Penalty: 3215.005859
	Iteration 32Q: 3 clusters Score -1835185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1835206.000000 Penalty: 3215.005859
	Iteration 33Q: 3 clusters Score -1835206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1835217.250000 Penalty: 3215.005859
	Iteration 34Q: 3 clusters Score -1835217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1835225.875000 Penalty: 3215.005859
	Iteration 35Q: 3 clusters Score -1835226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1835239.125000 Penalty: 3215.005859
	Iteration 36Q: 3 clusters Score -1835239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1835248.375000 Penalty: 3215.005859
	Iteration 37Q: 3 clusters Score -1835248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1835254.250000 Penalty: 3215.005859
	Iteration 38Q: 3 clusters Score -1835254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1835257.625000 Penalty: 3215.005859
	Iteration 39Q: 3 clusters Score -1835258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1835259.750000 Penalty: 3215.005859
	Iteration 40F: 3 clusters Score -1835260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1835263.250000 Penalty: 3215.005859
	Iteration 41Q: 3 clusters Score -1835263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1835268.500000 Penalty: 3215.005859
	Iteration 42Q: 3 clusters Score -1835268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1835272.375000 Penalty: 3215.005859
	Iteration 43Q: 3 clusters Score -1835272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1835272.500000 Penalty: 3215.005859
	Iteration 44Q: 3 clusters Score -1835272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1835272.500000 Penalty: 3215.005859
	Iteration 45F: 3 clusters Score -1835272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -245572.062500 Penalty: 1282.280518
	Iteration 0F: 2 clusters Score -245572.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -243037.156250 Penalty: 2564.561035
	Iteration 0F: 3 clusters Score -243037.2 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -243706.437500 Penalty: 2564.561035
	Iteration 1F: 3 clusters Score -243706.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -243948.968750 Penalty: 2564.561035
	Iteration 2F: 3 clusters Score -243949 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -244119.671875 Penalty: 2564.561035
	Iteration 3F: 3 clusters Score -244119.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -244257.500000 Penalty: 2564.561035
	Iteration 4F: 3 clusters Score -244257.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -244364.703125 Penalty: 2564.561035
	Iteration 5Q: 3 clusters Score -244364.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -244435.250000 Penalty: 2564.561035
	Iteration 6Q: 3 clusters Score -244435.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -244490.562500 Penalty: 2564.561035
	Iteration 7Q: 3 clusters Score -244490.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -244526.078125 Penalty: 2564.561035
	Iteration 8Q: 3 clusters Score -244526.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -244544.015625 Penalty: 2564.561035
	Iteration 9Q: 3 clusters Score -244544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244555.968750 Penalty: 2564.561035
	Iteration 10Q: 3 clusters Score -244556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -244566.437500 Penalty: 2564.561035
	Iteration 11Q: 3 clusters Score -244566.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -244583.984375 Penalty: 2564.561035
	Iteration 12Q: 3 clusters Score -244584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244601.187500 Penalty: 2564.561035
	Iteration 13Q: 3 clusters Score -244601.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -244620.093750 Penalty: 2564.561035
	Iteration 14Q: 3 clusters Score -244620.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -244631.375000 Penalty: 2564.561035
	Iteration 15Q: 3 clusters Score -244631.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -244640.843750 Penalty: 2564.561035
	Iteration 16Q: 3 clusters Score -244640.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -244651.640625 Penalty: 2564.561035
	Iteration 17Q: 3 clusters Score -244651.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -244664.531250 Penalty: 2564.561035
	Iteration 18Q: 3 clusters Score -244664.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244678.625000 Penalty: 2564.561035
	Iteration 19Q: 3 clusters Score -244678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244688.265625 Penalty: 2564.561035
	Iteration 20F: 3 clusters Score -244688.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -244700.156250 Penalty: 2564.561035
	Iteration 21Q: 3 clusters Score -244700.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -244715.046875 Penalty: 2564.561035
	Iteration 22Q: 3 clusters Score -244715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244728.515625 Penalty: 2564.561035
	Iteration 23Q: 3 clusters Score -244728.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244742.984375 Penalty: 2564.561035
	Iteration 24Q: 3 clusters Score -244743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -244757.515625 Penalty: 2564.561035
	Iteration 25Q: 3 clusters Score -244757.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -244769.546875 Penalty: 2564.561035
	Iteration 26Q: 3 clusters Score -244769.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -244780.296875 Penalty: 2564.561035
	Iteration 27Q: 3 clusters Score -244780.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -244791.781250 Penalty: 2564.561035
	Iteration 28Q: 3 clusters Score -244791.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -244805.750000 Penalty: 2564.561035
	Iteration 29Q: 3 clusters Score -244805.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -244821.531250 Penalty: 2564.561035
	Iteration 30Q: 3 clusters Score -244821.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -244840.109375 Penalty: 2564.561035
	Iteration 31Q: 3 clusters Score -244840.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -244859.203125 Penalty: 2564.561035
	Iteration 32Q: 3 clusters Score -244859.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -244880.484375 Penalty: 2564.561035
	Iteration 33Q: 3 clusters Score -244880.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -244907.546875 Penalty: 2564.561035
	Iteration 34Q: 3 clusters Score -244907.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -244930.328125 Penalty: 2564.561035
	Iteration 35Q: 3 clusters Score -244930.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -244950.640625 Penalty: 2564.561035
	Iteration 36Q: 3 clusters Score -244950.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -244962.234375 Penalty: 2564.561035
	Iteration 37Q: 3 clusters Score -244962.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -244973.390625 Penalty: 2564.561035
	Iteration 38Q: 3 clusters Score -244973.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -244983.656250 Penalty: 2564.561035
	Iteration 39Q: 3 clusters Score -244983.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -244988.812500 Penalty: 2564.561035
	Iteration 40F: 3 clusters Score -244988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -244993.109375 Penalty: 2564.561035
	Iteration 41Q: 3 clusters Score -244993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -244995.781250 Penalty: 2564.561035
	Iteration 42Q: 3 clusters Score -244995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -245001.531250 Penalty: 2564.561035
	Iteration 43Q: 3 clusters Score -245001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -245005.531250 Penalty: 2564.561035
	Iteration 44Q: 3 clusters Score -245005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -245007.468750 Penalty: 2564.561035
	Iteration 45Q: 3 clusters Score -245007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -245008.250000 Penalty: 2564.561035
	Iteration 46Q: 3 clusters Score -245008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -245011.781250 Penalty: 2564.561035
	Iteration 47Q: 3 clusters Score -245011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -245012.796875 Penalty: 2564.561035
	Iteration 48Q: 3 clusters Score -245012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -245013.687500 Penalty: 2564.561035
	Iteration 49Q: 3 clusters Score -245013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -245013.968750 Penalty: 2564.561035
	Iteration 50Q: 3 clusters Score -245014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -245014.734375 Penalty: 2564.561035
	Iteration 51Q: 3 clusters Score -245014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -245017.171875 Penalty: 2564.561035
	Iteration 52Q: 3 clusters Score -245017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -245019.609375 Penalty: 2564.561035
	Iteration 53Q: 3 clusters Score -245019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -245023.468750 Penalty: 2564.561035
	Iteration 54Q: 3 clusters Score -245023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -245025.218750 Penalty: 2564.561035
	Iteration 55Q: 3 clusters Score -245025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -245026.328125 Penalty: 2564.561035
	Iteration 56Q: 3 clusters Score -245026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -245027.406250 Penalty: 2564.561035
	Iteration 57Q: 3 clusters Score -245027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -245027.406250 Penalty: 2564.561035
	Iteration 58F: 3 clusters Score -245027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -162274.921875 Penalty: 1218.566406
	Iteration 0F: 2 clusters Score -162274.9 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 904 members 
Entering Unmasked Estep 
Score: -160272.546875 Penalty: 2437.132812
	Iteration 0F: 3 clusters Score -160272.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160711.765625 Penalty: 2437.132812
	Iteration 1F: 3 clusters Score -160711.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160814.828125 Penalty: 2437.132812
	Iteration 2F: 3 clusters Score -160814.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160877.031250 Penalty: 2437.132812
	Iteration 3Q: 3 clusters Score -160877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -160916.546875 Penalty: 2437.132812
	Iteration 4Q: 3 clusters Score -160916.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -160943.656250 Penalty: 2437.132812
	Iteration 5Q: 3 clusters Score -160943.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -160956.875000 Penalty: 2437.132812
	Iteration 6Q: 3 clusters Score -160956.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -160972.937500 Penalty: 2437.132812
	Iteration 7Q: 3 clusters Score -160972.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -160990.234375 Penalty: 2437.132812
	Iteration 8Q: 3 clusters Score -160990.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161004.375000 Penalty: 2437.132812
	Iteration 9Q: 3 clusters Score -161004.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -161015.593750 Penalty: 2437.132812
	Iteration 10Q: 3 clusters Score -161015.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161027.687500 Penalty: 2437.132812
	Iteration 11Q: 3 clusters Score -161027.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -161039.656250 Penalty: 2437.132812
	Iteration 12Q: 3 clusters Score -161039.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161054.093750 Penalty: 2437.132812
	Iteration 13Q: 3 clusters Score -161054.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161068.843750 Penalty: 2437.132812
	Iteration 14Q: 3 clusters Score -161068.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -161077.218750 Penalty: 2437.132812
	Iteration 15Q: 3 clusters Score -161077.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -161086.421875 Penalty: 2437.132812
	Iteration 16Q: 3 clusters Score -161086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -161099.578125 Penalty: 2437.132812
	Iteration 17Q: 3 clusters Score -161099.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -161116.031250 Penalty: 2437.132812
	Iteration 18Q: 3 clusters Score -161116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -161130.375000 Penalty: 2437.132812
	Iteration 19Q: 3 clusters Score -161130.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -161142.765625 Penalty: 2437.132812
	Iteration 20F: 3 clusters Score -161142.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -161153.937500 Penalty: 2437.132812
	Iteration 21Q: 3 clusters Score -161153.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161168.500000 Penalty: 2437.132812
	Iteration 22Q: 3 clusters Score -161168.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161180.031250 Penalty: 2437.132812
	Iteration 23Q: 3 clusters Score -161180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161192.593750 Penalty: 2437.132812
	Iteration 24Q: 3 clusters Score -161192.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161208.312500 Penalty: 2437.132812
	Iteration 25Q: 3 clusters Score -161208.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161235.578125 Penalty: 2437.132812
	Iteration 26Q: 3 clusters Score -161235.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161251.640625 Penalty: 2437.132812
	Iteration 27Q: 3 clusters Score -161251.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -161265.109375 Penalty: 2437.132812
	Iteration 28Q: 3 clusters Score -161265.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -161276.625000 Penalty: 2437.132812
	Iteration 29Q: 3 clusters Score -161276.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -161294.312500 Penalty: 2437.132812
	Iteration 30Q: 3 clusters Score -161294.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161308.703125 Penalty: 2437.132812
	Iteration 31Q: 3 clusters Score -161308.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -161324.609375 Penalty: 2437.132812
	Iteration 32Q: 3 clusters Score -161324.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -161337.921875 Penalty: 2437.132812
	Iteration 33Q: 3 clusters Score -161337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161344.875000 Penalty: 2437.132812
	Iteration 34Q: 3 clusters Score -161344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -161353.187500 Penalty: 2437.132812
	Iteration 35Q: 3 clusters Score -161353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161359.203125 Penalty: 2437.132812
	Iteration 36Q: 3 clusters Score -161359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161369.000000 Penalty: 2437.132812
	Iteration 37Q: 3 clusters Score -161369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -161379.296875 Penalty: 2437.132812
	Iteration 38Q: 3 clusters Score -161379.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161387.546875 Penalty: 2437.132812
	Iteration 39Q: 3 clusters Score -161387.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -161398.296875 Penalty: 2437.132812
	Iteration 40F: 3 clusters Score -161398.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -161415.218750 Penalty: 2437.132812
	Iteration 41Q: 3 clusters Score -161415.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161437.875000 Penalty: 2437.132812
	Iteration 42Q: 3 clusters Score -161437.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -161475.656250 Penalty: 2437.132812
	Iteration 43Q: 3 clusters Score -161475.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -161524.859375 Penalty: 2437.132812
	Iteration 44Q: 3 clusters Score -161524.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161633.109375 Penalty: 2437.132812
	Iteration 45Q: 3 clusters Score -161633.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -161799.250000 Penalty: 2437.132812
	Iteration 46Q: 3 clusters Score -161799.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -161904.953125 Penalty: 2437.132812
	Iteration 47Q: 3 clusters Score -161905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -161999.812500 Penalty: 2437.132812
	Iteration 48Q: 3 clusters Score -161999.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -162136.062500 Penalty: 2437.132812
	Iteration 49Q: 3 clusters Score -162136.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -162262.000000 Penalty: 2437.132812
	Iteration 50Q: 3 clusters Score -162262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -162302.312500 Penalty: 2437.132812
	Iteration 51Q: 3 clusters Score -162302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -162319.046875 Penalty: 2437.132812
	Iteration 52Q: 3 clusters Score -162319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162324.921875 Penalty: 2437.132812
	Iteration 53Q: 3 clusters Score -162324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -162326.218750 Penalty: 2437.132812
	Iteration 54Q: 3 clusters Score -162326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -162326.218750 Penalty: 2437.132812
	Iteration 55F: 3 clusters Score -162326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23908 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 32110 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 49085 members 
Mstep: Class 18 contains 22658 members 
Mstep: Class 19 contains 33987 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39346 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37747 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36752 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19827 members 
Mstep: Class 47 contains 933 members 
Entering Unmasked Estep 
Score: -49786392.000000 Penalty: 100859.070312
Splitting cluster 9 changes total score from -49788220.000000 to -49786392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -139431.140625 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139431.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -139768.234375 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139768.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139844.828125 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139844.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139901.703125 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -139901.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139954.859375 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139954.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140009.843750 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -140009.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140060.453125 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -140060.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -140097.968750 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -140098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -140129.250000 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -140129.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -140157.953125 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -140158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -140179.328125 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -140179.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -140197.453125 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -140197.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -140212.953125 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -140213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -140226.093750 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -140226.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -140245.500000 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -140245.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -140268.796875 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -140268.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140281.062500 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -140281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -140288.484375 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -140288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -140293.578125 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -140293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -140295.328125 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -140295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -140298.375000 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -140298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -140299.437500 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -140299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -140303.359375 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -140303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -140310.187500 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -140310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -140312.578125 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -140312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -140314.812500 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -140314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -140315.312500 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -140315.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -140315.312500 Penalty: 2388.081787
	Iteration 27F: 3 clusters Score -140315.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Entering Unmasked Estep 
Score: -1500525.250000 Penalty: 1569.066650
	Iteration 0F: 2 clusters Score -1500525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1489780.000000 Penalty: 3138.133301
	Iteration 0F: 3 clusters Score -1489780 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1493689.750000 Penalty: 3138.133301
	Iteration 1F: 3 clusters Score -1493690 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1494081.125000 Penalty: 3138.133301
	Iteration 2F: 3 clusters Score -1494081 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1494440.750000 Penalty: 3138.133301
	Iteration 3F: 3 clusters Score -1494441 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1494812.500000 Penalty: 3138.133301
	Iteration 4Q: 3 clusters Score -1494812 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1495295.000000 Penalty: 3138.133301
	Iteration 5F: 3 clusters Score -1495295 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1495977.625000 Penalty: 3138.133301
	Iteration 6F: 3 clusters Score -1495978 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1496749.750000 Penalty: 3138.133301
	Iteration 7F: 3 clusters Score -1496750 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1497380.750000 Penalty: 3138.133301
	Iteration 8F: 3 clusters Score -1497381 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1497830.375000 Penalty: 3138.133301
	Iteration 9Q: 3 clusters Score -1497830 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1498104.875000 Penalty: 3138.133301
	Iteration 10Q: 3 clusters Score -1498105 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1498274.625000 Penalty: 3138.133301
	Iteration 11Q: 3 clusters Score -1498275 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1498390.625000 Penalty: 3138.133301
	Iteration 12Q: 3 clusters Score -1498391 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1498478.625000 Penalty: 3138.133301
	Iteration 13Q: 3 clusters Score -1498479 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1498562.875000 Penalty: 3138.133301
	Iteration 14Q: 3 clusters Score -1498563 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1498629.750000 Penalty: 3138.133301
	Iteration 15Q: 3 clusters Score -1498630 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1498707.500000 Penalty: 3138.133301
	Iteration 16Q: 3 clusters Score -1498708 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1498762.500000 Penalty: 3138.133301
	Iteration 17Q: 3 clusters Score -1498762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1498814.000000 Penalty: 3138.133301
	Iteration 18Q: 3 clusters Score -1498814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1498855.375000 Penalty: 3138.133301
	Iteration 19Q: 3 clusters Score -1498855 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1498879.750000 Penalty: 3138.133301
	Iteration 20F: 3 clusters Score -1498880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1498903.250000 Penalty: 3138.133301
	Iteration 21Q: 3 clusters Score -1498903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1498927.250000 Penalty: 3138.133301
	Iteration 22Q: 3 clusters Score -1498927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1498943.000000 Penalty: 3138.133301
	Iteration 23Q: 3 clusters Score -1498943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1498960.125000 Penalty: 3138.133301
	Iteration 24Q: 3 clusters Score -1498960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1498972.750000 Penalty: 3138.133301
	Iteration 25Q: 3 clusters Score -1498973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1498978.625000 Penalty: 3138.133301
	Iteration 26Q: 3 clusters Score -1498979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1498990.500000 Penalty: 3138.133301
	Iteration 27Q: 3 clusters Score -1498990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1498998.875000 Penalty: 3138.133301
	Iteration 28Q: 3 clusters Score -1498999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1499008.375000 Penalty: 3138.133301
	Iteration 29Q: 3 clusters Score -1499008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1499014.750000 Penalty: 3138.133301
	Iteration 30Q: 3 clusters Score -1499015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1499019.375000 Penalty: 3138.133301
	Iteration 31Q: 3 clusters Score -1499019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1499030.375000 Penalty: 3138.133301
	Iteration 32Q: 3 clusters Score -1499030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1499031.875000 Penalty: 3138.133301
	Iteration 33Q: 3 clusters Score -1499032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1499036.750000 Penalty: 3138.133301
	Iteration 34Q: 3 clusters Score -1499037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1499041.375000 Penalty: 3138.133301
	Iteration 35Q: 3 clusters Score -1499041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1499045.750000 Penalty: 3138.133301
	Iteration 36Q: 3 clusters Score -1499046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1499046.375000 Penalty: 3138.133301
	Iteration 37Q: 3 clusters Score -1499046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1499045.125000 Penalty: 3138.133301
	Iteration 38Q: 3 clusters Score -1499045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1499047.000000 Penalty: 3138.133301
	Iteration 39Q: 3 clusters Score -1499047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1499055.000000 Penalty: 3138.133301
	Iteration 40F: 3 clusters Score -1499055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1499064.000000 Penalty: 3138.133301
	Iteration 41Q: 3 clusters Score -1499064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1499071.750000 Penalty: 3138.133301
	Iteration 42Q: 3 clusters Score -1499072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1499083.750000 Penalty: 3138.133301
	Iteration 43Q: 3 clusters Score -1499084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1499087.500000 Penalty: 3138.133301
	Iteration 44Q: 3 clusters Score -1499088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1499099.250000 Penalty: 3138.133301
	Iteration 45Q: 3 clusters Score -1499099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1499108.375000 Penalty: 3138.133301
	Iteration 46Q: 3 clusters Score -1499108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1499119.875000 Penalty: 3138.133301
	Iteration 47Q: 3 clusters Score -1499120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1499128.875000 Penalty: 3138.133301
	Iteration 48Q: 3 clusters Score -1499129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1499136.375000 Penalty: 3138.133301
	Iteration 49Q: 3 clusters Score -1499136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1499145.875000 Penalty: 3138.133301
	Iteration 50Q: 3 clusters Score -1499146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1499155.750000 Penalty: 3138.133301
	Iteration 51Q: 3 clusters Score -1499156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1499169.375000 Penalty: 3138.133301
	Iteration 52Q: 3 clusters Score -1499169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1499178.500000 Penalty: 3138.133301
	Iteration 53Q: 3 clusters Score -1499178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1499188.750000 Penalty: 3138.133301
	Iteration 54Q: 3 clusters Score -1499189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1499201.125000 Penalty: 3138.133301
	Iteration 55Q: 3 clusters Score -1499201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1499212.625000 Penalty: 3138.133301
	Iteration 56Q: 3 clusters Score -1499213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1499231.250000 Penalty: 3138.133301
	Iteration 57Q: 3 clusters Score -1499231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1499258.500000 Penalty: 3138.133301
	Iteration 58Q: 3 clusters Score -1499258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1499283.125000 Penalty: 3138.133301
	Iteration 59Q: 3 clusters Score -1499283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1499297.750000 Penalty: 3138.133301
	Iteration 60F: 3 clusters Score -1499298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1499304.625000 Penalty: 3138.133301
	Iteration 61Q: 3 clusters Score -1499305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1499315.375000 Penalty: 3138.133301
	Iteration 62Q: 3 clusters Score -1499315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1499320.625000 Penalty: 3138.133301
	Iteration 63Q: 3 clusters Score -1499321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1499324.625000 Penalty: 3138.133301
	Iteration 64Q: 3 clusters Score -1499325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1499328.500000 Penalty: 3138.133301
	Iteration 65Q: 3 clusters Score -1499328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1499332.875000 Penalty: 3138.133301
	Iteration 66Q: 3 clusters Score -1499333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1499332.500000 Penalty: 3138.133301
	Iteration 67Q: 3 clusters Score -1499332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1499332.000000 Penalty: 3138.133301
	Iteration 68Q: 3 clusters Score -1499332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1499332.375000 Penalty: 3138.133301
	Iteration 69Q: 3 clusters Score -1499332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1499333.875000 Penalty: 3138.133301
	Iteration 70Q: 3 clusters Score -1499334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1499335.750000 Penalty: 3138.133301
	Iteration 71Q: 3 clusters Score -1499336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1499336.625000 Penalty: 3138.133301
	Iteration 72Q: 3 clusters Score -1499337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1499336.500000 Penalty: 3138.133301
	Iteration 73Q: 3 clusters Score -1499336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1499338.750000 Penalty: 3138.133301
	Iteration 74Q: 3 clusters Score -1499339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1499338.375000 Penalty: 3138.133301
	Iteration 75Q: 3 clusters Score -1499338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1499342.250000 Penalty: 3138.133301
	Iteration 76Q: 3 clusters Score -1499342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1499341.125000 Penalty: 3138.133301
	Iteration 77Q: 3 clusters Score -1499341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1499344.000000 Penalty: 3138.133301
	Iteration 78Q: 3 clusters Score -1499344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1499343.875000 Penalty: 3138.133301
	Iteration 79Q: 3 clusters Score -1499344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1499343.375000 Penalty: 3138.133301
	Iteration 80F: 3 clusters Score -1499343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1499344.750000 Penalty: 3138.133301
	Iteration 81Q: 3 clusters Score -1499345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1499345.875000 Penalty: 3138.133301
	Iteration 82Q: 3 clusters Score -1499346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1499344.625000 Penalty: 3138.133301
	Iteration 83Q: 3 clusters Score -1499345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1499344.875000 Penalty: 3138.133301
	Iteration 84Q: 3 clusters Score -1499345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1499344.875000 Penalty: 3138.133301
	Iteration 85F: 3 clusters Score -1499345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -147903.562500 Penalty: 1201.505249
	Iteration 0F: 2 clusters Score -147903.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -146052.359375 Penalty: 2403.010498
	Iteration 0F: 3 clusters Score -146052.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -146410.843750 Penalty: 2403.010498
	Iteration 1F: 3 clusters Score -146410.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -146506.640625 Penalty: 2403.010498
	Iteration 2F: 3 clusters Score -146506.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -146552.953125 Penalty: 2403.010498
	Iteration 3Q: 3 clusters Score -146553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -146576.140625 Penalty: 2403.010498
	Iteration 4Q: 3 clusters Score -146576.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146597.875000 Penalty: 2403.010498
	Iteration 5Q: 3 clusters Score -146597.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -146618.093750 Penalty: 2403.010498
	Iteration 6Q: 3 clusters Score -146618.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -146640.250000 Penalty: 2403.010498
	Iteration 7Q: 3 clusters Score -146640.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -146657.609375 Penalty: 2403.010498
	Iteration 8Q: 3 clusters Score -146657.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -146671.390625 Penalty: 2403.010498
	Iteration 9Q: 3 clusters Score -146671.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -146683.453125 Penalty: 2403.010498
	Iteration 10Q: 3 clusters Score -146683.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -146690.062500 Penalty: 2403.010498
	Iteration 11Q: 3 clusters Score -146690.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -146695.203125 Penalty: 2403.010498
	Iteration 12Q: 3 clusters Score -146695.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -146703.140625 Penalty: 2403.010498
	Iteration 13Q: 3 clusters Score -146703.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -146714.328125 Penalty: 2403.010498
	Iteration 14Q: 3 clusters Score -146714.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -146729.765625 Penalty: 2403.010498
	Iteration 15Q: 3 clusters Score -146729.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146749.531250 Penalty: 2403.010498
	Iteration 16Q: 3 clusters Score -146749.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -146766.265625 Penalty: 2403.010498
	Iteration 17Q: 3 clusters Score -146766.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -146783.890625 Penalty: 2403.010498
	Iteration 18Q: 3 clusters Score -146783.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -146799.609375 Penalty: 2403.010498
	Iteration 19Q: 3 clusters Score -146799.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -146818.781250 Penalty: 2403.010498
	Iteration 20F: 3 clusters Score -146818.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146831.359375 Penalty: 2403.010498
	Iteration 21Q: 3 clusters Score -146831.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -146845.656250 Penalty: 2403.010498
	Iteration 22Q: 3 clusters Score -146845.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -146854.375000 Penalty: 2403.010498
	Iteration 23Q: 3 clusters Score -146854.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -146860.468750 Penalty: 2403.010498
	Iteration 24Q: 3 clusters Score -146860.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -146868.046875 Penalty: 2403.010498
	Iteration 25Q: 3 clusters Score -146868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -146876.500000 Penalty: 2403.010498
	Iteration 26Q: 3 clusters Score -146876.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146882.359375 Penalty: 2403.010498
	Iteration 27Q: 3 clusters Score -146882.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -146889.625000 Penalty: 2403.010498
	Iteration 28Q: 3 clusters Score -146889.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -146895.562500 Penalty: 2403.010498
	Iteration 29Q: 3 clusters Score -146895.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146900.218750 Penalty: 2403.010498
	Iteration 30Q: 3 clusters Score -146900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146901.671875 Penalty: 2403.010498
	Iteration 31Q: 3 clusters Score -146901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -146904.437500 Penalty: 2403.010498
	Iteration 32Q: 3 clusters Score -146904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -146907.953125 Penalty: 2403.010498
	Iteration 33Q: 3 clusters Score -146908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -146912.125000 Penalty: 2403.010498
	Iteration 34Q: 3 clusters Score -146912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146914.000000 Penalty: 2403.010498
	Iteration 35Q: 3 clusters Score -146914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -146915.203125 Penalty: 2403.010498
	Iteration 36Q: 3 clusters Score -146915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -146916.203125 Penalty: 2403.010498
	Iteration 37Q: 3 clusters Score -146916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -146916.203125 Penalty: 2403.010498
	Iteration 38F: 3 clusters Score -146916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -81314.046875 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -81314.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79907.578125 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -79907.58 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -80161.703125 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -80161.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -80234.031250 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -80234.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -80291.726562 Penalty: 2231.414551
	Iteration 3Q: 3 clusters Score -80291.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -80343.859375 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -80343.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80398.601562 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -80398.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -80452.343750 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -80452.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80490.757812 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -80490.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80521.312500 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -80521.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80551.718750 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -80551.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80566.859375 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -80566.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80581.054688 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -80581.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80602.585938 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -80602.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -80618.242188 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -80618.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80631.601562 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -80631.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80641.875000 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -80641.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80655.921875 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -80655.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80676.804688 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -80676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80695.570312 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -80695.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80699.601562 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -80699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80701.398438 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -80701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80702.046875 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -80702.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80702.046875 Penalty: 2231.414551
	Iteration 22F: 3 clusters Score -80702.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Entering Unmasked Estep 
Score: -3118043.000000 Penalty: 1686.249878
	Iteration 0F: 2 clusters Score -3118043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3096953.500000 Penalty: 3372.499756
	Iteration 0F: 3 clusters Score -3096954 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3105335.750000 Penalty: 3372.499756
	Iteration 1F: 3 clusters Score -3105336 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3105919.000000 Penalty: 3372.499756
	Iteration 2Q: 3 clusters Score -3105919 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3106597.750000 Penalty: 3372.499756
	Iteration 3F: 3 clusters Score -3106598 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3107585.750000 Penalty: 3372.499756
	Iteration 4F: 3 clusters Score -3107586 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3108954.750000 Penalty: 3372.499756
	Iteration 5F: 3 clusters Score -3108955 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3110558.250000 Penalty: 3372.499756
	Iteration 6F: 3 clusters Score -3110558 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3112230.750000 Penalty: 3372.499756
	Iteration 7F: 3 clusters Score -3112231 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3113867.750000 Penalty: 3372.499756
	Iteration 8F: 3 clusters Score -3113868 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3115093.500000 Penalty: 3372.499756
	Iteration 9Q: 3 clusters Score -3115094 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3115872.500000 Penalty: 3372.499756
	Iteration 10Q: 3 clusters Score -3115872 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3116215.750000 Penalty: 3372.499756
	Iteration 11Q: 3 clusters Score -3116216 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3116436.500000 Penalty: 3372.499756
	Iteration 12Q: 3 clusters Score -3116436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3116576.500000 Penalty: 3372.499756
	Iteration 13Q: 3 clusters Score -3116576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3116638.500000 Penalty: 3372.499756
	Iteration 14Q: 3 clusters Score -3116638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3116682.250000 Penalty: 3372.499756
	Iteration 15Q: 3 clusters Score -3116682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3116711.000000 Penalty: 3372.499756
	Iteration 16Q: 3 clusters Score -3116711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3116733.000000 Penalty: 3372.499756
	Iteration 17Q: 3 clusters Score -3116733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3116752.000000 Penalty: 3372.499756
	Iteration 18Q: 3 clusters Score -3116752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3116756.750000 Penalty: 3372.499756
	Iteration 19Q: 3 clusters Score -3116757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3116758.500000 Penalty: 3372.499756
	Iteration 20F: 3 clusters Score -3116758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3116762.000000 Penalty: 3372.499756
	Iteration 21Q: 3 clusters Score -3116762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3116768.750000 Penalty: 3372.499756
	Iteration 22Q: 3 clusters Score -3116769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3116775.000000 Penalty: 3372.499756
	Iteration 23Q: 3 clusters Score -3116775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3116779.000000 Penalty: 3372.499756
	Iteration 24Q: 3 clusters Score -3116779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3116783.750000 Penalty: 3372.499756
	Iteration 25Q: 3 clusters Score -3116784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3116785.750000 Penalty: 3372.499756
	Iteration 26Q: 3 clusters Score -3116786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3116793.250000 Penalty: 3372.499756
	Iteration 27Q: 3 clusters Score -3116793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3116793.500000 Penalty: 3372.499756
	Iteration 28Q: 3 clusters Score -3116794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3116795.500000 Penalty: 3372.499756
	Iteration 29Q: 3 clusters Score -3116796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3116801.500000 Penalty: 3372.499756
	Iteration 30Q: 3 clusters Score -3116802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3116800.750000 Penalty: 3372.499756
	Iteration 31Q: 3 clusters Score -3116801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3116807.750000 Penalty: 3372.499756
	Iteration 32Q: 3 clusters Score -3116808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3116810.750000 Penalty: 3372.499756
	Iteration 33Q: 3 clusters Score -3116811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3116807.500000 Penalty: 3372.499756
	Iteration 34Q: 3 clusters Score -3116808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3116814.250000 Penalty: 3372.499756
	Iteration 35Q: 3 clusters Score -3116814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3116813.500000 Penalty: 3372.499756
	Iteration 36Q: 3 clusters Score -3116814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3116813.750000 Penalty: 3372.499756
	Iteration 37Q: 3 clusters Score -3116814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3116813.750000 Penalty: 3372.499756
	Iteration 38F: 3 clusters Score -3116814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -208349.437500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -208349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -206044.515625 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -206044.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -206541.843750 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -206541.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -206708.406250 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -206708.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -206856.812500 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -206856.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206981.484375 Penalty: 2516.280762
	Iteration 4F: 3 clusters Score -206981.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -207085.859375 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -207085.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -207172.437500 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -207172.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -207299.343750 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -207299.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -207440.171875 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -207440.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -207548.312500 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -207548.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -207675.343750 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -207675.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -207785.750000 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -207785.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -207869.078125 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -207869.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -207925.953125 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -207926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -207977.500000 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -207977.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -208014.250000 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -208014.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -208042.765625 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -208042.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -208058.781250 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -208058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -208062.125000 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -208062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -208064.187500 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -208064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208067.218750 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -208067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -208068.906250 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -208068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -208070.265625 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -208070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -208070.265625 Penalty: 2516.280762
	Iteration 23F: 3 clusters Score -208070.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -500358.406250 Penalty: 1401.031738
	Iteration 0F: 2 clusters Score -500358.4 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 2810 members 
Entering Unmasked Estep 
Score: -495991.187500 Penalty: 2802.063477
	Iteration 0F: 3 clusters Score -495991.2 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -497294.656250 Penalty: 2802.063477
	Iteration 1F: 3 clusters Score -497294.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -497515.093750 Penalty: 2802.063477
	Iteration 2F: 3 clusters Score -497515.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -497683.187500 Penalty: 2802.063477
	Iteration 3F: 3 clusters Score -497683.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -497861.531250 Penalty: 2802.063477
	Iteration 4Q: 3 clusters Score -497861.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -498078.812500 Penalty: 2802.063477
	Iteration 5Q: 3 clusters Score -498078.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -498360.156250 Penalty: 2802.063477
	Iteration 6F: 3 clusters Score -498360.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -498702.343750 Penalty: 2802.063477
	Iteration 7F: 3 clusters Score -498702.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -499028.343750 Penalty: 2802.063477
	Iteration 8F: 3 clusters Score -499028.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -499262.562500 Penalty: 2802.063477
	Iteration 9Q: 3 clusters Score -499262.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -499458.281250 Penalty: 2802.063477
	Iteration 10Q: 3 clusters Score -499458.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -499572.281250 Penalty: 2802.063477
	Iteration 11Q: 3 clusters Score -499572.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -499649.312500 Penalty: 2802.063477
	Iteration 12Q: 3 clusters Score -499649.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -499707.687500 Penalty: 2802.063477
	Iteration 13Q: 3 clusters Score -499707.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -499745.125000 Penalty: 2802.063477
	Iteration 14Q: 3 clusters Score -499745.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -499770.437500 Penalty: 2802.063477
	Iteration 15Q: 3 clusters Score -499770.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -499790.875000 Penalty: 2802.063477
	Iteration 16Q: 3 clusters Score -499790.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -499805.968750 Penalty: 2802.063477
	Iteration 17Q: 3 clusters Score -499806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -499820.031250 Penalty: 2802.063477
	Iteration 18Q: 3 clusters Score -499820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -499830.406250 Penalty: 2802.063477
	Iteration 19Q: 3 clusters Score -499830.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -499836.187500 Penalty: 2802.063477
	Iteration 20F: 3 clusters Score -499836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -499838.656250 Penalty: 2802.063477
	Iteration 21Q: 3 clusters Score -499838.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -499841.656250 Penalty: 2802.063477
	Iteration 22Q: 3 clusters Score -499841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -499842.718750 Penalty: 2802.063477
	Iteration 23Q: 3 clusters Score -499842.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -499844.812500 Penalty: 2802.063477
	Iteration 24Q: 3 clusters Score -499844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -499845.750000 Penalty: 2802.063477
	Iteration 25Q: 3 clusters Score -499845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -499845.968750 Penalty: 2802.063477
	Iteration 26Q: 3 clusters Score -499846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -499845.781250 Penalty: 2802.063477
	Iteration 27Q: 3 clusters Score -499845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -499845.781250 Penalty: 2802.063477
	Iteration 28F: 3 clusters Score -499845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Entering Unmasked Estep 
Score: -4610632.000000 Penalty: 1755.212646
	Iteration 0F: 2 clusters Score -4610632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4583985.500000 Penalty: 3510.425293
	Iteration 0F: 3 clusters Score -4583986 nChanged 22919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4597003.500000 Penalty: 3510.425293
	Iteration 1F: 3 clusters Score -4597004 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -4597517.000000 Penalty: 3510.425293
	Iteration 2Q: 3 clusters Score -4597517 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4598003.500000 Penalty: 3510.425293
	Iteration 3Q: 3 clusters Score -4598004 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4598525.500000 Penalty: 3510.425293
	Iteration 4Q: 3 clusters Score -4598526 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4599299.500000 Penalty: 3510.425293
	Iteration 5Q: 3 clusters Score -4599300 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4600428.000000 Penalty: 3510.425293
	Iteration 6F: 3 clusters Score -4600428 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -4602069.500000 Penalty: 3510.425293
	Iteration 7F: 3 clusters Score -4602070 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4603301.500000 Penalty: 3510.425293
	Iteration 8F: 3 clusters Score -4603302 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -4604349.000000 Penalty: 3510.425293
	Iteration 9F: 3 clusters Score -4604349 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -4605274.500000 Penalty: 3510.425293
	Iteration 10Q: 3 clusters Score -4605274 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -4605929.000000 Penalty: 3510.425293
	Iteration 11Q: 3 clusters Score -4605929 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -4606351.000000 Penalty: 3510.425293
	Iteration 12Q: 3 clusters Score -4606351 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -4606692.000000 Penalty: 3510.425293
	Iteration 13Q: 3 clusters Score -4606692 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -4607012.500000 Penalty: 3510.425293
	Iteration 14Q: 3 clusters Score -4607012 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -4607223.500000 Penalty: 3510.425293
	Iteration 15Q: 3 clusters Score -4607224 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -4607352.500000 Penalty: 3510.425293
	Iteration 16Q: 3 clusters Score -4607352 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -4607463.000000 Penalty: 3510.425293
	Iteration 17Q: 3 clusters Score -4607463 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -4607605.500000 Penalty: 3510.425293
	Iteration 18Q: 3 clusters Score -4607606 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -4607710.500000 Penalty: 3510.425293
	Iteration 19Q: 3 clusters Score -4607710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -4607811.000000 Penalty: 3510.425293
	Iteration 20F: 3 clusters Score -4607811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -4607875.500000 Penalty: 3510.425293
	Iteration 21Q: 3 clusters Score -4607876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -4607941.500000 Penalty: 3510.425293
	Iteration 22Q: 3 clusters Score -4607942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -4607982.500000 Penalty: 3510.425293
	Iteration 23Q: 3 clusters Score -4607982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -4608021.000000 Penalty: 3510.425293
	Iteration 24Q: 3 clusters Score -4608021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -4608068.500000 Penalty: 3510.425293
	Iteration 25Q: 3 clusters Score -4608068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -4608081.500000 Penalty: 3510.425293
	Iteration 26Q: 3 clusters Score -4608082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -4608104.000000 Penalty: 3510.425293
	Iteration 27Q: 3 clusters Score -4608104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -4608125.000000 Penalty: 3510.425293
	Iteration 28Q: 3 clusters Score -4608125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -4608159.000000 Penalty: 3510.425293
	Iteration 29Q: 3 clusters Score -4608159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -4608185.000000 Penalty: 3510.425293
	Iteration 30Q: 3 clusters Score -4608185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -4608206.500000 Penalty: 3510.425293
	Iteration 31Q: 3 clusters Score -4608206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -4608223.500000 Penalty: 3510.425293
	Iteration 32Q: 3 clusters Score -4608224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -4608237.500000 Penalty: 3510.425293
	Iteration 33Q: 3 clusters Score -4608238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -4608248.500000 Penalty: 3510.425293
	Iteration 34Q: 3 clusters Score -4608248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -4608260.500000 Penalty: 3510.425293
	Iteration 35Q: 3 clusters Score -4608260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -4608288.000000 Penalty: 3510.425293
	Iteration 36Q: 3 clusters Score -4608288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -4608300.000000 Penalty: 3510.425293
	Iteration 37Q: 3 clusters Score -4608300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -4608299.000000 Penalty: 3510.425293
	Iteration 38Q: 3 clusters Score -4608299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -4608311.000000 Penalty: 3510.425293
	Iteration 39Q: 3 clusters Score -4608311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -4608314.000000 Penalty: 3510.425293
	Iteration 40F: 3 clusters Score -4608314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -4608318.000000 Penalty: 3510.425293
	Iteration 41Q: 3 clusters Score -4608318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -4608316.000000 Penalty: 3510.425293
	Iteration 42Q: 3 clusters Score -4608316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -4608319.500000 Penalty: 3510.425293
	Iteration 43Q: 3 clusters Score -4608320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -4608314.000000 Penalty: 3510.425293
	Iteration 44Q: 3 clusters Score -4608314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -4608320.000000 Penalty: 3510.425293
	Iteration 45Q: 3 clusters Score -4608320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -4608320.000000 Penalty: 3510.425293
	Iteration 46F: 3 clusters Score -4608320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Entering Unmasked Estep 
Score: -1979547.625000 Penalty: 1629.593506
	Iteration 0F: 2 clusters Score -1979548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1964180.125000 Penalty: 3259.187012
	Iteration 0F: 3 clusters Score -1964180 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1969835.750000 Penalty: 3259.187012
	Iteration 1F: 3 clusters Score -1969836 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1970236.750000 Penalty: 3259.187012
	Iteration 2Q: 3 clusters Score -1970237 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1970619.000000 Penalty: 3259.187012
	Iteration 3Q: 3 clusters Score -1970619 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1971017.500000 Penalty: 3259.187012
	Iteration 4Q: 3 clusters Score -1971018 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1971515.125000 Penalty: 3259.187012
	Iteration 5Q: 3 clusters Score -1971515 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1972207.625000 Penalty: 3259.187012
	Iteration 6F: 3 clusters Score -1972208 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1973109.375000 Penalty: 3259.187012
	Iteration 7F: 3 clusters Score -1973109 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1974233.875000 Penalty: 3259.187012
	Iteration 8F: 3 clusters Score -1974234 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1975490.125000 Penalty: 3259.187012
	Iteration 9F: 3 clusters Score -1975490 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -1976632.875000 Penalty: 3259.187012
	Iteration 10F: 3 clusters Score -1976633 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -1977405.250000 Penalty: 3259.187012
	Iteration 11Q: 3 clusters Score -1977405 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1977839.625000 Penalty: 3259.187012
	Iteration 12Q: 3 clusters Score -1977840 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1978043.250000 Penalty: 3259.187012
	Iteration 13Q: 3 clusters Score -1978043 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -1978139.875000 Penalty: 3259.187012
	Iteration 14Q: 3 clusters Score -1978140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -1978185.000000 Penalty: 3259.187012
	Iteration 15Q: 3 clusters Score -1978185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1978217.500000 Penalty: 3259.187012
	Iteration 16Q: 3 clusters Score -1978218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -1978244.250000 Penalty: 3259.187012
	Iteration 17Q: 3 clusters Score -1978244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -1978258.375000 Penalty: 3259.187012
	Iteration 18Q: 3 clusters Score -1978258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -1978271.500000 Penalty: 3259.187012
	Iteration 19Q: 3 clusters Score -1978272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -1978279.875000 Penalty: 3259.187012
	Iteration 20F: 3 clusters Score -1978280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -1978286.125000 Penalty: 3259.187012
	Iteration 21Q: 3 clusters Score -1978286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -1978294.125000 Penalty: 3259.187012
	Iteration 22Q: 3 clusters Score -1978294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1978299.375000 Penalty: 3259.187012
	Iteration 23Q: 3 clusters Score -1978299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1978298.625000 Penalty: 3259.187012
	Iteration 24Q: 3 clusters Score -1978299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1978298.625000 Penalty: 3259.187012
	Iteration 25F: 3 clusters Score -1978299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Entering Unmasked Estep 
Score: -3341185.500000 Penalty: 1695.481567
	Iteration 0F: 2 clusters Score -3341186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3319229.000000 Penalty: 3390.963135
	Iteration 0F: 3 clusters Score -3319229 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3327917.500000 Penalty: 3390.963135
	Iteration 1F: 3 clusters Score -3327918 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3328584.250000 Penalty: 3390.963135
	Iteration 2Q: 3 clusters Score -3328584 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3329453.500000 Penalty: 3390.963135
	Iteration 3F: 3 clusters Score -3329454 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3330516.750000 Penalty: 3390.963135
	Iteration 4F: 3 clusters Score -3330517 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3331746.000000 Penalty: 3390.963135
	Iteration 5F: 3 clusters Score -3331746 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3333134.000000 Penalty: 3390.963135
	Iteration 6F: 3 clusters Score -3333134 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3334549.500000 Penalty: 3390.963135
	Iteration 7F: 3 clusters Score -3334550 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3335753.000000 Penalty: 3390.963135
	Iteration 8F: 3 clusters Score -3335753 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3336583.750000 Penalty: 3390.963135
	Iteration 9Q: 3 clusters Score -3336584 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3337051.750000 Penalty: 3390.963135
	Iteration 10Q: 3 clusters Score -3337052 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3337403.750000 Penalty: 3390.963135
	Iteration 11Q: 3 clusters Score -3337404 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3337707.000000 Penalty: 3390.963135
	Iteration 12Q: 3 clusters Score -3337707 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3337939.250000 Penalty: 3390.963135
	Iteration 13Q: 3 clusters Score -3337939 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3338175.500000 Penalty: 3390.963135
	Iteration 14Q: 3 clusters Score -3338176 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3338375.000000 Penalty: 3390.963135
	Iteration 15Q: 3 clusters Score -3338375 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3338512.000000 Penalty: 3390.963135
	Iteration 16Q: 3 clusters Score -3338512 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3338631.250000 Penalty: 3390.963135
	Iteration 17Q: 3 clusters Score -3338631 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3338711.750000 Penalty: 3390.963135
	Iteration 18Q: 3 clusters Score -3338712 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3338766.000000 Penalty: 3390.963135
	Iteration 19Q: 3 clusters Score -3338766 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3338806.500000 Penalty: 3390.963135
	Iteration 20F: 3 clusters Score -3338806 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3338868.500000 Penalty: 3390.963135
	Iteration 21Q: 3 clusters Score -3338868 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3338907.250000 Penalty: 3390.963135
	Iteration 22Q: 3 clusters Score -3338907 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3338952.500000 Penalty: 3390.963135
	Iteration 23Q: 3 clusters Score -3338952 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3338979.500000 Penalty: 3390.963135
	Iteration 24Q: 3 clusters Score -3338980 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3339034.500000 Penalty: 3390.963135
	Iteration 25Q: 3 clusters Score -3339034 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3339056.500000 Penalty: 3390.963135
	Iteration 26Q: 3 clusters Score -3339056 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3339086.000000 Penalty: 3390.963135
	Iteration 27Q: 3 clusters Score -3339086 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3339118.000000 Penalty: 3390.963135
	Iteration 28Q: 3 clusters Score -3339118 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3339131.500000 Penalty: 3390.963135
	Iteration 29Q: 3 clusters Score -3339132 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3339152.250000 Penalty: 3390.963135
	Iteration 30Q: 3 clusters Score -3339152 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -3339181.250000 Penalty: 3390.963135
	Iteration 31Q: 3 clusters Score -3339181 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3339221.000000 Penalty: 3390.963135
	Iteration 32Q: 3 clusters Score -3339221 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3339251.000000 Penalty: 3390.963135
	Iteration 33Q: 3 clusters Score -3339251 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3339292.750000 Penalty: 3390.963135
	Iteration 34Q: 3 clusters Score -3339293 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3339290.500000 Penalty: 3390.963135
	Iteration 35Q: 3 clusters Score -3339290 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3339310.000000 Penalty: 3390.963135
	Iteration 36Q: 3 clusters Score -3339310 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3339320.500000 Penalty: 3390.963135
	Iteration 37Q: 3 clusters Score -3339320 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -3339331.250000 Penalty: 3390.963135
	Iteration 38Q: 3 clusters Score -3339331 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3339345.000000 Penalty: 3390.963135
	Iteration 39Q: 3 clusters Score -3339345 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3339362.000000 Penalty: 3390.963135
	Iteration 40F: 3 clusters Score -3339362 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -3339411.250000 Penalty: 3390.963135
	Iteration 41Q: 3 clusters Score -3339411 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3339472.250000 Penalty: 3390.963135
	Iteration 42Q: 3 clusters Score -3339472 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3339506.250000 Penalty: 3390.963135
	Iteration 43Q: 3 clusters Score -3339506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3339533.500000 Penalty: 3390.963135
	Iteration 44Q: 3 clusters Score -3339534 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -3339561.750000 Penalty: 3390.963135
	Iteration 45Q: 3 clusters Score -3339562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3339619.750000 Penalty: 3390.963135
	Iteration 46Q: 3 clusters Score -3339620 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -3339640.000000 Penalty: 3390.963135
	Iteration 47Q: 3 clusters Score -3339640 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3339654.500000 Penalty: 3390.963135
	Iteration 48Q: 3 clusters Score -3339654 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3339670.250000 Penalty: 3390.963135
	Iteration 49Q: 3 clusters Score -3339670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3339687.500000 Penalty: 3390.963135
	Iteration 50Q: 3 clusters Score -3339688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3339713.750000 Penalty: 3390.963135
	Iteration 51Q: 3 clusters Score -3339714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -3339715.000000 Penalty: 3390.963135
	Iteration 52Q: 3 clusters Score -3339715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -3339714.000000 Penalty: 3390.963135
	Iteration 53Q: 3 clusters Score -3339714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -3339728.000000 Penalty: 3390.963135
	Iteration 54Q: 3 clusters Score -3339728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3339739.750000 Penalty: 3390.963135
	Iteration 55Q: 3 clusters Score -3339740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -3339756.250000 Penalty: 3390.963135
	Iteration 56Q: 3 clusters Score -3339756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3339771.000000 Penalty: 3390.963135
	Iteration 57Q: 3 clusters Score -3339771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -3339781.750000 Penalty: 3390.963135
	Iteration 58Q: 3 clusters Score -3339782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -3339797.250000 Penalty: 3390.963135
	Iteration 59Q: 3 clusters Score -3339797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -3339804.750000 Penalty: 3390.963135
	Iteration 60F: 3 clusters Score -3339805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -3339805.750000 Penalty: 3390.963135
	Iteration 61Q: 3 clusters Score -3339806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -3339815.500000 Penalty: 3390.963135
	Iteration 62Q: 3 clusters Score -3339816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -3339816.750000 Penalty: 3390.963135
	Iteration 63Q: 3 clusters Score -3339817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -3339822.750000 Penalty: 3390.963135
	Iteration 64Q: 3 clusters Score -3339823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -3339822.500000 Penalty: 3390.963135
	Iteration 65Q: 3 clusters Score -3339822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -3339823.000000 Penalty: 3390.963135
	Iteration 66Q: 3 clusters Score -3339823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -3339825.000000 Penalty: 3390.963135
	Iteration 67Q: 3 clusters Score -3339825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3339829.000000 Penalty: 3390.963135
	Iteration 68Q: 3 clusters Score -3339829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -3339828.750000 Penalty: 3390.963135
	Iteration 69Q: 3 clusters Score -3339829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -3339832.750000 Penalty: 3390.963135
	Iteration 70Q: 3 clusters Score -3339833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -3339832.500000 Penalty: 3390.963135
	Iteration 71Q: 3 clusters Score -3339832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3339836.750000 Penalty: 3390.963135
	Iteration 72Q: 3 clusters Score -3339837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -3339836.000000 Penalty: 3390.963135
	Iteration 73Q: 3 clusters Score -3339836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3339839.750000 Penalty: 3390.963135
	Iteration 74Q: 3 clusters Score -3339840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -3339838.500000 Penalty: 3390.963135
	Iteration 75Q: 3 clusters Score -3339838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -3339844.000000 Penalty: 3390.963135
	Iteration 76Q: 3 clusters Score -3339844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -3339846.250000 Penalty: 3390.963135
	Iteration 77Q: 3 clusters Score -3339846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -3339847.750000 Penalty: 3390.963135
	Iteration 78Q: 3 clusters Score -3339848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3339856.000000 Penalty: 3390.963135
	Iteration 79Q: 3 clusters Score -3339856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -3339858.250000 Penalty: 3390.963135
	Iteration 80F: 3 clusters Score -3339858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -3339866.750000 Penalty: 3390.963135
	Iteration 81Q: 3 clusters Score -3339867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -3339868.750000 Penalty: 3390.963135
	Iteration 82Q: 3 clusters Score -3339869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -3339867.500000 Penalty: 3390.963135
	Iteration 83Q: 3 clusters Score -3339868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -3339868.000000 Penalty: 3390.963135
	Iteration 84Q: 3 clusters Score -3339868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -3339870.250000 Penalty: 3390.963135
	Iteration 85Q: 3 clusters Score -3339870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -3339870.250000 Penalty: 3390.963135
	Iteration 86F: 3 clusters Score -3339870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Entering Unmasked Estep 
Score: -3632887.500000 Penalty: 1713.386963
	Iteration 0F: 2 clusters Score -3632888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3607849.000000 Penalty: 3426.773926
	Iteration 0F: 3 clusters Score -3607849 nChanged 17570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3617982.500000 Penalty: 3426.773926
	Iteration 1F: 3 clusters Score -3617982 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3618842.250000 Penalty: 3426.773926
	Iteration 2F: 3 clusters Score -3618842 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3620006.750000 Penalty: 3426.773926
	Iteration 3F: 3 clusters Score -3620007 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3621568.000000 Penalty: 3426.773926
	Iteration 4F: 3 clusters Score -3621568 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3623318.750000 Penalty: 3426.773926
	Iteration 5F: 3 clusters Score -3623319 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3624975.000000 Penalty: 3426.773926
	Iteration 6F: 3 clusters Score -3624975 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3626299.750000 Penalty: 3426.773926
	Iteration 7F: 3 clusters Score -3626300 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3627108.250000 Penalty: 3426.773926
	Iteration 8Q: 3 clusters Score -3627108 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3627591.250000 Penalty: 3426.773926
	Iteration 9Q: 3 clusters Score -3627591 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -3627911.500000 Penalty: 3426.773926
	Iteration 10Q: 3 clusters Score -3627912 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3628160.750000 Penalty: 3426.773926
	Iteration 11Q: 3 clusters Score -3628161 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -3628384.750000 Penalty: 3426.773926
	Iteration 12Q: 3 clusters Score -3628385 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -3628562.000000 Penalty: 3426.773926
	Iteration 13Q: 3 clusters Score -3628562 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -3628716.500000 Penalty: 3426.773926
	Iteration 14Q: 3 clusters Score -3628716 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -3628882.250000 Penalty: 3426.773926
	Iteration 15Q: 3 clusters Score -3628882 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -3629053.750000 Penalty: 3426.773926
	Iteration 16Q: 3 clusters Score -3629054 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -3629232.250000 Penalty: 3426.773926
	Iteration 17Q: 3 clusters Score -3629232 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -3629536.000000 Penalty: 3426.773926
	Iteration 18Q: 3 clusters Score -3629536 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3629851.250000 Penalty: 3426.773926
	Iteration 19Q: 3 clusters Score -3629851 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -3630154.500000 Penalty: 3426.773926
	Iteration 20F: 3 clusters Score -3630154 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -3630420.250000 Penalty: 3426.773926
	Iteration 21Q: 3 clusters Score -3630420 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3630644.000000 Penalty: 3426.773926
	Iteration 22Q: 3 clusters Score -3630644 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -3630865.250000 Penalty: 3426.773926
	Iteration 23Q: 3 clusters Score -3630865 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -3631039.750000 Penalty: 3426.773926
	Iteration 24Q: 3 clusters Score -3631040 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -3631180.000000 Penalty: 3426.773926
	Iteration 25Q: 3 clusters Score -3631180 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -3631272.500000 Penalty: 3426.773926
	Iteration 26Q: 3 clusters Score -3631272 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -3631354.000000 Penalty: 3426.773926
	Iteration 27Q: 3 clusters Score -3631354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -3631405.750000 Penalty: 3426.773926
	Iteration 28Q: 3 clusters Score -3631406 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -3631452.000000 Penalty: 3426.773926
	Iteration 29Q: 3 clusters Score -3631452 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3631477.250000 Penalty: 3426.773926
	Iteration 30Q: 3 clusters Score -3631477 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -3631500.000000 Penalty: 3426.773926
	Iteration 31Q: 3 clusters Score -3631500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -3631510.750000 Penalty: 3426.773926
	Iteration 32Q: 3 clusters Score -3631511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -3631515.750000 Penalty: 3426.773926
	Iteration 33Q: 3 clusters Score -3631516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3631522.000000 Penalty: 3426.773926
	Iteration 34Q: 3 clusters Score -3631522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -3631521.250000 Penalty: 3426.773926
	Iteration 35Q: 3 clusters Score -3631521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -3631528.500000 Penalty: 3426.773926
	Iteration 36Q: 3 clusters Score -3631528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -3631536.000000 Penalty: 3426.773926
	Iteration 37Q: 3 clusters Score -3631536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -3631538.500000 Penalty: 3426.773926
	Iteration 38Q: 3 clusters Score -3631538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3631538.750000 Penalty: 3426.773926
	Iteration 39Q: 3 clusters Score -3631539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -3631540.250000 Penalty: 3426.773926
	Iteration 40F: 3 clusters Score -3631540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -3631537.250000 Penalty: 3426.773926
	Iteration 41Q: 3 clusters Score -3631537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -3631539.250000 Penalty: 3426.773926
	Iteration 42Q: 3 clusters Score -3631539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -3631542.000000 Penalty: 3426.773926
	Iteration 43Q: 3 clusters Score -3631542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -3631541.500000 Penalty: 3426.773926
	Iteration 44Q: 3 clusters Score -3631542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -3631544.000000 Penalty: 3426.773926
	Iteration 45Q: 3 clusters Score -3631544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -3631538.500000 Penalty: 3426.773926
	Iteration 46Q: 3 clusters Score -3631538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -3631544.250000 Penalty: 3426.773926
	Iteration 47Q: 3 clusters Score -3631544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -3631547.000000 Penalty: 3426.773926
	Iteration 48Q: 3 clusters Score -3631547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -3631546.500000 Penalty: 3426.773926
	Iteration 49Q: 3 clusters Score -3631546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -3631551.250000 Penalty: 3426.773926
	Iteration 50Q: 3 clusters Score -3631551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -3631549.000000 Penalty: 3426.773926
	Iteration 51Q: 3 clusters Score -3631549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -3631551.000000 Penalty: 3426.773926
	Iteration 52Q: 3 clusters Score -3631551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -3631553.250000 Penalty: 3426.773926
	Iteration 53Q: 3 clusters Score -3631553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -3631560.000000 Penalty: 3426.773926
	Iteration 54Q: 3 clusters Score -3631560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -3631557.500000 Penalty: 3426.773926
	Iteration 55Q: 3 clusters Score -3631558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -3631564.500000 Penalty: 3426.773926
	Iteration 56Q: 3 clusters Score -3631564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -3631569.250000 Penalty: 3426.773926
	Iteration 57Q: 3 clusters Score -3631569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -3631568.500000 Penalty: 3426.773926
	Iteration 58Q: 3 clusters Score -3631568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -3631567.750000 Penalty: 3426.773926
	Iteration 59Q: 3 clusters Score -3631568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -3631569.750000 Penalty: 3426.773926
	Iteration 60F: 3 clusters Score -3631570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -3631571.750000 Penalty: 3426.773926
	Iteration 61Q: 3 clusters Score -3631572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -3631571.500000 Penalty: 3426.773926
	Iteration 62Q: 3 clusters Score -3631572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -3631574.750000 Penalty: 3426.773926
	Iteration 63Q: 3 clusters Score -3631575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3631579.250000 Penalty: 3426.773926
	Iteration 64Q: 3 clusters Score -3631579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -3631578.500000 Penalty: 3426.773926
	Iteration 65Q: 3 clusters Score -3631578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -3631578.750000 Penalty: 3426.773926
	Iteration 66Q: 3 clusters Score -3631579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -3631572.250000 Penalty: 3426.773926
	Iteration 67Q: 3 clusters Score -3631572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -3631578.500000 Penalty: 3426.773926
	Iteration 68Q: 3 clusters Score -3631578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -3631578.500000 Penalty: 3426.773926
	Iteration 69Q: 3 clusters Score -3631578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -3631585.000000 Penalty: 3426.773926
	Iteration 70Q: 3 clusters Score -3631585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -3631582.750000 Penalty: 3426.773926
	Iteration 71Q: 3 clusters Score -3631583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -3631581.500000 Penalty: 3426.773926
	Iteration 72Q: 3 clusters Score -3631582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -3631581.500000 Penalty: 3426.773926
	Iteration 73F: 3 clusters Score -3631582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -123800.617188 Penalty: 1179.033569
	Iteration 0F: 2 clusters Score -123800.6 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 733 members 
Entering Unmasked Estep 
Score: -122081.960938 Penalty: 2358.067139
	Iteration 0F: 3 clusters Score -122082 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122352.476562 Penalty: 2358.067139
	Iteration 1F: 3 clusters Score -122352.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122426.195312 Penalty: 2358.067139
	Iteration 2F: 3 clusters Score -122426.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -122468.171875 Penalty: 2358.067139
	Iteration 3Q: 3 clusters Score -122468.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122503.335938 Penalty: 2358.067139
	Iteration 4Q: 3 clusters Score -122503.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -122553.945312 Penalty: 2358.067139
	Iteration 5Q: 3 clusters Score -122553.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -122582.656250 Penalty: 2358.067139
	Iteration 6Q: 3 clusters Score -122582.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -122603.062500 Penalty: 2358.067139
	Iteration 7Q: 3 clusters Score -122603.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -122618.539062 Penalty: 2358.067139
	Iteration 8Q: 3 clusters Score -122618.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -122630.796875 Penalty: 2358.067139
	Iteration 9Q: 3 clusters Score -122630.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -122637.656250 Penalty: 2358.067139
	Iteration 10Q: 3 clusters Score -122637.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -122645.429688 Penalty: 2358.067139
	Iteration 11Q: 3 clusters Score -122645.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -122655.234375 Penalty: 2358.067139
	Iteration 12Q: 3 clusters Score -122655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -122661.601562 Penalty: 2358.067139
	Iteration 13Q: 3 clusters Score -122661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -122666.804688 Penalty: 2358.067139
	Iteration 14Q: 3 clusters Score -122666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -122670.210938 Penalty: 2358.067139
	Iteration 15Q: 3 clusters Score -122670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -122675.796875 Penalty: 2358.067139
	Iteration 16Q: 3 clusters Score -122675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -122680.703125 Penalty: 2358.067139
	Iteration 17Q: 3 clusters Score -122680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -122686.109375 Penalty: 2358.067139
	Iteration 18Q: 3 clusters Score -122686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -122689.804688 Penalty: 2358.067139
	Iteration 19Q: 3 clusters Score -122689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -122691.453125 Penalty: 2358.067139
	Iteration 20F: 3 clusters Score -122691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -122692.523438 Penalty: 2358.067139
	Iteration 21Q: 3 clusters Score -122692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -122692.523438 Penalty: 2358.067139
	Iteration 22F: 3 clusters Score -122692.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -210517.203125 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -210517.2 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 1136 members 
Entering Unmasked Estep 
Score: -208258.890625 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -208258.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -208757.921875 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -208757.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -208894.968750 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -208895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -209008.500000 Penalty: 2514.157959
	Iteration 3F: 3 clusters Score -209008.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -209086.796875 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -209086.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -209145.671875 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -209145.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -209183.984375 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -209184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -209234.093750 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -209234.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -209288.343750 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -209288.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209334.859375 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -209334.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209383.953125 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -209384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209436.078125 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -209436.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -209507.265625 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -209507.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -209563.984375 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -209564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -209597.453125 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -209597.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -209629.640625 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -209629.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -209654.968750 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -209655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209670.765625 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -209670.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -209686.421875 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -209686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209705.453125 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -209705.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -209725.875000 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -209725.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209742.687500 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -209742.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -209753.859375 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -209753.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -209759.796875 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -209759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209764.015625 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -209764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -209768.859375 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -209768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -209773.796875 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -209773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -209777.093750 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -209777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -209780.140625 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -209780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -209781.328125 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -209781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -209781.328125 Penalty: 2514.157959
	Iteration 30F: 3 clusters Score -209781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Entering Unmasked Estep 
Score: -3737076.500000 Penalty: 1717.542969
	Iteration 0F: 2 clusters Score -3737076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3713122.250000 Penalty: 3435.085938
	Iteration 0F: 3 clusters Score -3713122 nChanged 18023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3723223.250000 Penalty: 3435.085938
	Iteration 1F: 3 clusters Score -3723223 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3723564.500000 Penalty: 3435.085938
	Iteration 2Q: 3 clusters Score -3723564 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3723792.000000 Penalty: 3435.085938
	Iteration 3Q: 3 clusters Score -3723792 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3724025.500000 Penalty: 3435.085938
	Iteration 4Q: 3 clusters Score -3724026 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3724282.000000 Penalty: 3435.085938
	Iteration 5Q: 3 clusters Score -3724282 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3724578.500000 Penalty: 3435.085938
	Iteration 6Q: 3 clusters Score -3724578 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3725027.250000 Penalty: 3435.085938
	Iteration 7Q: 3 clusters Score -3725027 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3725681.750000 Penalty: 3435.085938
	Iteration 8Q: 3 clusters Score -3725682 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3726740.000000 Penalty: 3435.085938
	Iteration 9F: 3 clusters Score -3726740 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3728337.750000 Penalty: 3435.085938
	Iteration 10F: 3 clusters Score -3728338 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3730558.000000 Penalty: 3435.085938
	Iteration 11F: 3 clusters Score -3730558 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -3732843.500000 Penalty: 3435.085938
	Iteration 12F: 3 clusters Score -3732844 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3734059.500000 Penalty: 3435.085938
	Iteration 13Q: 3 clusters Score -3734060 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -3734666.250000 Penalty: 3435.085938
	Iteration 14Q: 3 clusters Score -3734666 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -3735050.750000 Penalty: 3435.085938
	Iteration 15Q: 3 clusters Score -3735051 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -3735236.000000 Penalty: 3435.085938
	Iteration 16Q: 3 clusters Score -3735236 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -3735355.250000 Penalty: 3435.085938
	Iteration 17Q: 3 clusters Score -3735355 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -3735451.750000 Penalty: 3435.085938
	Iteration 18Q: 3 clusters Score -3735452 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3735520.000000 Penalty: 3435.085938
	Iteration 19Q: 3 clusters Score -3735520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -3735551.000000 Penalty: 3435.085938
	Iteration 20F: 3 clusters Score -3735551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -3735577.500000 Penalty: 3435.085938
	Iteration 21Q: 3 clusters Score -3735578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -3735586.750000 Penalty: 3435.085938
	Iteration 22Q: 3 clusters Score -3735587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -3735597.500000 Penalty: 3435.085938
	Iteration 23Q: 3 clusters Score -3735598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -3735604.000000 Penalty: 3435.085938
	Iteration 24Q: 3 clusters Score -3735604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -3735608.000000 Penalty: 3435.085938
	Iteration 25Q: 3 clusters Score -3735608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -3735616.750000 Penalty: 3435.085938
	Iteration 26Q: 3 clusters Score -3735617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -3735613.750000 Penalty: 3435.085938
	Iteration 27Q: 3 clusters Score -3735614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -3735616.500000 Penalty: 3435.085938
	Iteration 28Q: 3 clusters Score -3735616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -3735620.750000 Penalty: 3435.085938
	Iteration 29Q: 3 clusters Score -3735621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -3735620.750000 Penalty: 3435.085938
	Iteration 30F: 3 clusters Score -3735621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -401430.812500 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -401430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -397871.218750 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -397871.2 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -398815.343750 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -398815.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -399039.906250 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -399039.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -399221.625000 Penalty: 2721.179688
	Iteration 3F: 3 clusters Score -399221.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -399362.750000 Penalty: 2721.179688
	Iteration 4F: 3 clusters Score -399362.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -399449.375000 Penalty: 2721.179688
	Iteration 5Q: 3 clusters Score -399449.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -399513.500000 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -399513.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -399564.531250 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -399564.5 nChanged 84
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: -399597.125000 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -399597.1 nChanged 70
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: -399623.843750 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -399623.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -399644.187500 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -399644.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -399667.000000 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -399667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -399693.406250 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -399693.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -399724.781250 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -399724.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -399771.500000 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -399771.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -399831.468750 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -399831.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -399890.625000 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -399890.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -399935.656250 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -399935.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -399987.406250 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -399987.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -400040.187500 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -400040.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -400099.156250 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -400099.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -400159.750000 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -400159.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -400225.437500 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -400225.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -400316.875000 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -400316.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -400463.218750 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -400463.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -400573.781250 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -400573.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -400659.875000 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -400659.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -400731.812500 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -400731.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -400785.281250 Penalty: 2721.179688
	Iteration 28Q: 3 clusters Score -400785.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -400830.281250 Penalty: 2721.179688
	Iteration 29Q: 3 clusters Score -400830.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -400887.812500 Penalty: 2721.179688
	Iteration 30Q: 3 clusters Score -400887.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -400937.437500 Penalty: 2721.179688
	Iteration 31Q: 3 clusters Score -400937.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -400991.593750 Penalty: 2721.179688
	Iteration 32Q: 3 clusters Score -400991.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -401024.093750 Penalty: 2721.179688
	Iteration 33Q: 3 clusters Score -401024.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -401037.187500 Penalty: 2721.179688
	Iteration 34Q: 3 clusters Score -401037.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -401045.531250 Penalty: 2721.179688
	Iteration 35Q: 3 clusters Score -401045.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -401048.531250 Penalty: 2721.179688
	Iteration 36Q: 3 clusters Score -401048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -401049.687500 Penalty: 2721.179688
	Iteration 37Q: 3 clusters Score -401049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -401049.156250 Penalty: 2721.179688
	Iteration 38Q: 3 clusters Score -401049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -401050.281250 Penalty: 2721.179688
	Iteration 39Q: 3 clusters Score -401050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -401050.593750 Penalty: 2721.179688
	Iteration 40F: 3 clusters Score -401050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -401051.218750 Penalty: 2721.179688
	Iteration 41Q: 3 clusters Score -401051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -401051.562500 Penalty: 2721.179688
	Iteration 42Q: 3 clusters Score -401051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -401052.625000 Penalty: 2721.179688
	Iteration 43Q: 3 clusters Score -401052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -401053.468750 Penalty: 2721.179688
	Iteration 44Q: 3 clusters Score -401053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -401054.187500 Penalty: 2721.179688
	Iteration 45Q: 3 clusters Score -401054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -401054.812500 Penalty: 2721.179688
	Iteration 46Q: 3 clusters Score -401054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -401054.812500 Penalty: 2721.179688
	Iteration 47F: 3 clusters Score -401054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -126884.289062 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -126884.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125176.718750 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -125176.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -125567.031250 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -125567 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -125777.453125 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -125777.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -125910.835938 Penalty: 2350.873047
	Iteration 3F: 3 clusters Score -125910.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125988.945312 Penalty: 2350.873047
	Iteration 4F: 3 clusters Score -125988.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -126030.890625 Penalty: 2350.873047
	Iteration 5Q: 3 clusters Score -126030.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -126065.859375 Penalty: 2350.873047
	Iteration 6Q: 3 clusters Score -126065.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126091.054688 Penalty: 2350.873047
	Iteration 7Q: 3 clusters Score -126091.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126117.460938 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -126117.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126138.289062 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -126138.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126155.492188 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -126155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126167.125000 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -126167.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -126182.476562 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -126182.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126192.328125 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -126192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126198.148438 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -126198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126204.562500 Penalty: 2350.873047
	Iteration 15Q: 3 clusters Score -126204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126212.679688 Penalty: 2350.873047
	Iteration 16Q: 3 clusters Score -126212.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126217.617188 Penalty: 2350.873047
	Iteration 17Q: 3 clusters Score -126217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126219.164062 Penalty: 2350.873047
	Iteration 18Q: 3 clusters Score -126219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126223.820312 Penalty: 2350.873047
	Iteration 19Q: 3 clusters Score -126223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126229.148438 Penalty: 2350.873047
	Iteration 20F: 3 clusters Score -126229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126233.070312 Penalty: 2350.873047
	Iteration 21Q: 3 clusters Score -126233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126236.664062 Penalty: 2350.873047
	Iteration 22Q: 3 clusters Score -126236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126237.125000 Penalty: 2350.873047
	Iteration 23Q: 3 clusters Score -126237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -126237.187500 Penalty: 2350.873047
	Iteration 24Q: 3 clusters Score -126237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126237.500000 Penalty: 2350.873047
	Iteration 25Q: 3 clusters Score -126237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126237.882812 Penalty: 2350.873047
	Iteration 26Q: 3 clusters Score -126237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126237.882812 Penalty: 2350.873047
	Iteration 27F: 3 clusters Score -126237.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -417051.718750 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -417051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -413362.343750 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -413362.3 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -414404.031250 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -414404 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -414574.875000 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -414574.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -414706.125000 Penalty: 2738.079102
	Iteration 3Q: 3 clusters Score -414706.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -414818.906250 Penalty: 2738.079102
	Iteration 4Q: 3 clusters Score -414818.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -414935.625000 Penalty: 2738.079102
	Iteration 5Q: 3 clusters Score -414935.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -415040.500000 Penalty: 2738.079102
	Iteration 6Q: 3 clusters Score -415040.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -415134.531250 Penalty: 2738.079102
	Iteration 7Q: 3 clusters Score -415134.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -415213.250000 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -415213.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -415281.968750 Penalty: 2738.079102
	Iteration 9Q: 3 clusters Score -415282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -415355.625000 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -415355.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -415423.062500 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -415423.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -415492.093750 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -415492.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -415568.500000 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -415568.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -415633.531250 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -415633.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -415707.656250 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -415707.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -415781.718750 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -415781.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -415852.656250 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -415852.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -415904.687500 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -415904.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -415949.250000 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -415949.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -415980.312500 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -415980.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -416009.093750 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -416009.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -416032.031250 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -416032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -416053.593750 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -416053.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -416072.156250 Penalty: 2738.079102
	Iteration 24Q: 3 clusters Score -416072.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -416091.750000 Penalty: 2738.079102
	Iteration 25Q: 3 clusters Score -416091.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -416109.125000 Penalty: 2738.079102
	Iteration 26Q: 3 clusters Score -416109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -416117.968750 Penalty: 2738.079102
	Iteration 27Q: 3 clusters Score -416118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -416126.312500 Penalty: 2738.079102
	Iteration 28Q: 3 clusters Score -416126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -416131.062500 Penalty: 2738.079102
	Iteration 29Q: 3 clusters Score -416131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -416130.937500 Penalty: 2738.079102
	Iteration 30Q: 3 clusters Score -416130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -416131.687500 Penalty: 2738.079102
	Iteration 31Q: 3 clusters Score -416131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -416132.875000 Penalty: 2738.079102
	Iteration 32Q: 3 clusters Score -416132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -416137.093750 Penalty: 2738.079102
	Iteration 33Q: 3 clusters Score -416137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -416139.187500 Penalty: 2738.079102
	Iteration 34Q: 3 clusters Score -416139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -416141.375000 Penalty: 2738.079102
	Iteration 35Q: 3 clusters Score -416141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -416141.843750 Penalty: 2738.079102
	Iteration 36Q: 3 clusters Score -416141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -416143.000000 Penalty: 2738.079102
	Iteration 37Q: 3 clusters Score -416143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -416143.000000 Penalty: 2738.079102
	Iteration 38F: 3 clusters Score -416143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40545.718750 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40545.72 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40693.351562 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40693.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40735.308594 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -40735.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40751.261719 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40751.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40761.031250 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40761.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40765.656250 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40765.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40774.453125 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -40774.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40785.066406 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -40785.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40788.953125 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -40788.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40788.953125 Penalty: 2001.705933
	Iteration 9F: 3 clusters Score -40788.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Entering Unmasked Estep 
Score: -516688.781250 Penalty: 1404.162964
	Iteration 0F: 2 clusters Score -516688.8 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 2853 members 
Entering Unmasked Estep 
Score: -512304.500000 Penalty: 2808.325928
	Iteration 0F: 3 clusters Score -512304.5 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -513497.281250 Penalty: 2808.325928
	Iteration 1F: 3 clusters Score -513497.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -513665.562500 Penalty: 2808.325928
	Iteration 2F: 3 clusters Score -513665.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -513785.500000 Penalty: 2808.325928
	Iteration 3Q: 3 clusters Score -513785.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -513894.031250 Penalty: 2808.325928
	Iteration 4Q: 3 clusters Score -513894 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -513985.656250 Penalty: 2808.325928
	Iteration 5Q: 3 clusters Score -513985.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -514047.406250 Penalty: 2808.325928
	Iteration 6Q: 3 clusters Score -514047.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -514096.625000 Penalty: 2808.325928
	Iteration 7Q: 3 clusters Score -514096.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -514137.750000 Penalty: 2808.325928
	Iteration 8Q: 3 clusters Score -514137.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -514173.000000 Penalty: 2808.325928
	Iteration 9Q: 3 clusters Score -514173 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -514200.250000 Penalty: 2808.325928
	Iteration 10Q: 3 clusters Score -514200.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -514234.375000 Penalty: 2808.325928
	Iteration 11Q: 3 clusters Score -514234.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -514272.968750 Penalty: 2808.325928
	Iteration 12Q: 3 clusters Score -514273 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -514309.000000 Penalty: 2808.325928
	Iteration 13Q: 3 clusters Score -514309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -514361.000000 Penalty: 2808.325928
	Iteration 14Q: 3 clusters Score -514361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -514422.875000 Penalty: 2808.325928
	Iteration 15Q: 3 clusters Score -514422.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -514487.031250 Penalty: 2808.325928
	Iteration 16Q: 3 clusters Score -514487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -514546.531250 Penalty: 2808.325928
	Iteration 17Q: 3 clusters Score -514546.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -514617.750000 Penalty: 2808.325928
	Iteration 18Q: 3 clusters Score -514617.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -514690.812500 Penalty: 2808.325928
	Iteration 19Q: 3 clusters Score -514690.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -514756.812500 Penalty: 2808.325928
	Iteration 20F: 3 clusters Score -514756.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -514826.656250 Penalty: 2808.325928
	Iteration 21Q: 3 clusters Score -514826.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -514897.312500 Penalty: 2808.325928
	Iteration 22Q: 3 clusters Score -514897.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -514968.812500 Penalty: 2808.325928
	Iteration 23Q: 3 clusters Score -514968.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -515059.375000 Penalty: 2808.325928
	Iteration 24Q: 3 clusters Score -515059.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -515146.375000 Penalty: 2808.325928
	Iteration 25Q: 3 clusters Score -515146.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -515229.937500 Penalty: 2808.325928
	Iteration 26Q: 3 clusters Score -515229.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -515305.531250 Penalty: 2808.325928
	Iteration 27Q: 3 clusters Score -515305.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -515366.656250 Penalty: 2808.325928
	Iteration 28Q: 3 clusters Score -515366.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -515428.468750 Penalty: 2808.325928
	Iteration 29Q: 3 clusters Score -515428.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -515490.093750 Penalty: 2808.325928
	Iteration 30Q: 3 clusters Score -515490.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -515542.937500 Penalty: 2808.325928
	Iteration 31Q: 3 clusters Score -515542.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -515585.968750 Penalty: 2808.325928
	Iteration 32Q: 3 clusters Score -515586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -515634.125000 Penalty: 2808.325928
	Iteration 33Q: 3 clusters Score -515634.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -515681.500000 Penalty: 2808.325928
	Iteration 34Q: 3 clusters Score -515681.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -515730.656250 Penalty: 2808.325928
	Iteration 35Q: 3 clusters Score -515730.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -515781.031250 Penalty: 2808.325928
	Iteration 36Q: 3 clusters Score -515781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -515813.187500 Penalty: 2808.325928
	Iteration 37Q: 3 clusters Score -515813.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -515836.812500 Penalty: 2808.325928
	Iteration 38Q: 3 clusters Score -515836.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -515852.781250 Penalty: 2808.325928
	Iteration 39Q: 3 clusters Score -515852.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -515861.250000 Penalty: 2808.325928
	Iteration 40F: 3 clusters Score -515861.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -515865.687500 Penalty: 2808.325928
	Iteration 41Q: 3 clusters Score -515865.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -515874.062500 Penalty: 2808.325928
	Iteration 42Q: 3 clusters Score -515874.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -515882.906250 Penalty: 2808.325928
	Iteration 43Q: 3 clusters Score -515882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -515895.812500 Penalty: 2808.325928
	Iteration 44Q: 3 clusters Score -515895.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -515908.968750 Penalty: 2808.325928
	Iteration 45Q: 3 clusters Score -515909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -515921.156250 Penalty: 2808.325928
	Iteration 46Q: 3 clusters Score -515921.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -515933.937500 Penalty: 2808.325928
	Iteration 47Q: 3 clusters Score -515933.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -515947.968750 Penalty: 2808.325928
	Iteration 48Q: 3 clusters Score -515948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -515958.781250 Penalty: 2808.325928
	Iteration 49Q: 3 clusters Score -515958.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -515967.500000 Penalty: 2808.325928
	Iteration 50Q: 3 clusters Score -515967.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -515976.000000 Penalty: 2808.325928
	Iteration 51Q: 3 clusters Score -515976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -515981.250000 Penalty: 2808.325928
	Iteration 52Q: 3 clusters Score -515981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -515983.375000 Penalty: 2808.325928
	Iteration 53Q: 3 clusters Score -515983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -515984.343750 Penalty: 2808.325928
	Iteration 54Q: 3 clusters Score -515984.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -515987.406250 Penalty: 2808.325928
	Iteration 55Q: 3 clusters Score -515987.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -515991.843750 Penalty: 2808.325928
	Iteration 56Q: 3 clusters Score -515991.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -515994.781250 Penalty: 2808.325928
	Iteration 57Q: 3 clusters Score -515994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -515997.281250 Penalty: 2808.325928
	Iteration 58Q: 3 clusters Score -515997.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -515998.906250 Penalty: 2808.325928
	Iteration 59Q: 3 clusters Score -515998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -516001.156250 Penalty: 2808.325928
	Iteration 60F: 3 clusters Score -516001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -516003.937500 Penalty: 2808.325928
	Iteration 61Q: 3 clusters Score -516003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -516005.406250 Penalty: 2808.325928
	Iteration 62Q: 3 clusters Score -516005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -516008.562500 Penalty: 2808.325928
	Iteration 63Q: 3 clusters Score -516008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -516010.062500 Penalty: 2808.325928
	Iteration 64Q: 3 clusters Score -516010.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -516011.343750 Penalty: 2808.325928
	Iteration 65Q: 3 clusters Score -516011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -516012.281250 Penalty: 2808.325928
	Iteration 66Q: 3 clusters Score -516012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -516012.000000 Penalty: 2808.325928
	Iteration 67Q: 3 clusters Score -516012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -516012.781250 Penalty: 2808.325928
	Iteration 68Q: 3 clusters Score -516012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -516013.375000 Penalty: 2808.325928
	Iteration 69Q: 3 clusters Score -516013.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -516015.093750 Penalty: 2808.325928
	Iteration 70Q: 3 clusters Score -516015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -516017.062500 Penalty: 2808.325928
	Iteration 71Q: 3 clusters Score -516017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -516018.062500 Penalty: 2808.325928
	Iteration 72Q: 3 clusters Score -516018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -516020.187500 Penalty: 2808.325928
	Iteration 73Q: 3 clusters Score -516020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -516021.750000 Penalty: 2808.325928
	Iteration 74Q: 3 clusters Score -516021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -516022.468750 Penalty: 2808.325928
	Iteration 75Q: 3 clusters Score -516022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -516022.375000 Penalty: 2808.325928
	Iteration 76Q: 3 clusters Score -516022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -516022.375000 Penalty: 2808.325928
	Iteration 77F: 3 clusters Score -516022.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -406814.125000 Penalty: 1364.668335
	Iteration 0F: 2 clusters Score -406814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -403166.343750 Penalty: 2729.336670
	Iteration 0F: 3 clusters Score -403166.3 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -404215.062500 Penalty: 2729.336670
	Iteration 1F: 3 clusters Score -404215.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -404410.968750 Penalty: 2729.336670
	Iteration 2F: 3 clusters Score -404411 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -404560.468750 Penalty: 2729.336670
	Iteration 3F: 3 clusters Score -404560.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -404700.656250 Penalty: 2729.336670
	Iteration 4F: 3 clusters Score -404700.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -404811.187500 Penalty: 2729.336670
	Iteration 5Q: 3 clusters Score -404811.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -404893.093750 Penalty: 2729.336670
	Iteration 6Q: 3 clusters Score -404893.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -404973.250000 Penalty: 2729.336670
	Iteration 7Q: 3 clusters Score -404973.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -405045.000000 Penalty: 2729.336670
	Iteration 8Q: 3 clusters Score -405045 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -405104.968750 Penalty: 2729.336670
	Iteration 9Q: 3 clusters Score -405105 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -405144.968750 Penalty: 2729.336670
	Iteration 10Q: 3 clusters Score -405145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -405185.500000 Penalty: 2729.336670
	Iteration 11Q: 3 clusters Score -405185.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -405223.156250 Penalty: 2729.336670
	Iteration 12Q: 3 clusters Score -405223.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -405249.937500 Penalty: 2729.336670
	Iteration 13Q: 3 clusters Score -405249.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -405271.093750 Penalty: 2729.336670
	Iteration 14Q: 3 clusters Score -405271.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -405291.218750 Penalty: 2729.336670
	Iteration 15Q: 3 clusters Score -405291.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -405314.218750 Penalty: 2729.336670
	Iteration 16Q: 3 clusters Score -405314.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -405336.250000 Penalty: 2729.336670
	Iteration 17Q: 3 clusters Score -405336.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -405352.062500 Penalty: 2729.336670
	Iteration 18Q: 3 clusters Score -405352.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -405368.125000 Penalty: 2729.336670
	Iteration 19Q: 3 clusters Score -405368.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -405386.562500 Penalty: 2729.336670
	Iteration 20F: 3 clusters Score -405386.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -405406.906250 Penalty: 2729.336670
	Iteration 21Q: 3 clusters Score -405406.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -405427.531250 Penalty: 2729.336670
	Iteration 22Q: 3 clusters Score -405427.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -405458.625000 Penalty: 2729.336670
	Iteration 23Q: 3 clusters Score -405458.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -405491.062500 Penalty: 2729.336670
	Iteration 24Q: 3 clusters Score -405491.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -405521.500000 Penalty: 2729.336670
	Iteration 25Q: 3 clusters Score -405521.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -405551.781250 Penalty: 2729.336670
	Iteration 26Q: 3 clusters Score -405551.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -405589.281250 Penalty: 2729.336670
	Iteration 27Q: 3 clusters Score -405589.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -405630.906250 Penalty: 2729.336670
	Iteration 28Q: 3 clusters Score -405630.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -405662.468750 Penalty: 2729.336670
	Iteration 29Q: 3 clusters Score -405662.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -405699.968750 Penalty: 2729.336670
	Iteration 30Q: 3 clusters Score -405700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -405726.312500 Penalty: 2729.336670
	Iteration 31Q: 3 clusters Score -405726.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -405750.343750 Penalty: 2729.336670
	Iteration 32Q: 3 clusters Score -405750.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -405770.187500 Penalty: 2729.336670
	Iteration 33Q: 3 clusters Score -405770.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -405789.312500 Penalty: 2729.336670
	Iteration 34Q: 3 clusters Score -405789.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -405800.281250 Penalty: 2729.336670
	Iteration 35Q: 3 clusters Score -405800.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -405809.500000 Penalty: 2729.336670
	Iteration 36Q: 3 clusters Score -405809.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -405821.156250 Penalty: 2729.336670
	Iteration 37Q: 3 clusters Score -405821.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -405833.125000 Penalty: 2729.336670
	Iteration 38Q: 3 clusters Score -405833.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -405843.750000 Penalty: 2729.336670
	Iteration 39Q: 3 clusters Score -405843.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -405850.750000 Penalty: 2729.336670
	Iteration 40F: 3 clusters Score -405850.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -405854.656250 Penalty: 2729.336670
	Iteration 41Q: 3 clusters Score -405854.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -405860.156250 Penalty: 2729.336670
	Iteration 42Q: 3 clusters Score -405860.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -405864.812500 Penalty: 2729.336670
	Iteration 43Q: 3 clusters Score -405864.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -405867.812500 Penalty: 2729.336670
	Iteration 44Q: 3 clusters Score -405867.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -405871.937500 Penalty: 2729.336670
	Iteration 45Q: 3 clusters Score -405871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -405873.906250 Penalty: 2729.336670
	Iteration 46Q: 3 clusters Score -405873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -405875.218750 Penalty: 2729.336670
	Iteration 47Q: 3 clusters Score -405875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -405875.468750 Penalty: 2729.336670
	Iteration 48Q: 3 clusters Score -405875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -405876.875000 Penalty: 2729.336670
	Iteration 49Q: 3 clusters Score -405876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -405877.781250 Penalty: 2729.336670
	Iteration 50Q: 3 clusters Score -405877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -405878.500000 Penalty: 2729.336670
	Iteration 51Q: 3 clusters Score -405878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -405879.625000 Penalty: 2729.336670
	Iteration 52Q: 3 clusters Score -405879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -405880.625000 Penalty: 2729.336670
	Iteration 53Q: 3 clusters Score -405880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -405881.906250 Penalty: 2729.336670
	Iteration 54Q: 3 clusters Score -405881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -405882.468750 Penalty: 2729.336670
	Iteration 55Q: 3 clusters Score -405882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -405883.312500 Penalty: 2729.336670
	Iteration 56Q: 3 clusters Score -405883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -405884.968750 Penalty: 2729.336670
	Iteration 57Q: 3 clusters Score -405885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -405887.906250 Penalty: 2729.336670
	Iteration 58Q: 3 clusters Score -405887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -405888.093750 Penalty: 2729.336670
	Iteration 59Q: 3 clusters Score -405888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -405888.093750 Penalty: 2729.336670
	Iteration 60F: 3 clusters Score -405888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Entering Unmasked Estep 
Score: -531788.375000 Penalty: 1404.047974
	Iteration 0F: 2 clusters Score -531788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -527299.250000 Penalty: 2808.095947
	Iteration 0F: 3 clusters Score -527299.2 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -528564.937500 Penalty: 2808.095947
	Iteration 1F: 3 clusters Score -528564.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -528764.625000 Penalty: 2808.095947
	Iteration 2F: 3 clusters Score -528764.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -528879.062500 Penalty: 2808.095947
	Iteration 3Q: 3 clusters Score -528879.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -528972.750000 Penalty: 2808.095947
	Iteration 4Q: 3 clusters Score -528972.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -529039.812500 Penalty: 2808.095947
	Iteration 5Q: 3 clusters Score -529039.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -529099.937500 Penalty: 2808.095947
	Iteration 6Q: 3 clusters Score -529099.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -529160.312500 Penalty: 2808.095947
	Iteration 7Q: 3 clusters Score -529160.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -529223.000000 Penalty: 2808.095947
	Iteration 8Q: 3 clusters Score -529223 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -529283.187500 Penalty: 2808.095947
	Iteration 9Q: 3 clusters Score -529283.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -529358.250000 Penalty: 2808.095947
	Iteration 10Q: 3 clusters Score -529358.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -529450.375000 Penalty: 2808.095947
	Iteration 11Q: 3 clusters Score -529450.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -529554.500000 Penalty: 2808.095947
	Iteration 12Q: 3 clusters Score -529554.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -529688.250000 Penalty: 2808.095947
	Iteration 13Q: 3 clusters Score -529688.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -529866.812500 Penalty: 2808.095947
	Iteration 14Q: 3 clusters Score -529866.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -530036.625000 Penalty: 2808.095947
	Iteration 15Q: 3 clusters Score -530036.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -530189.937500 Penalty: 2808.095947
	Iteration 16Q: 3 clusters Score -530189.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -530289.625000 Penalty: 2808.095947
	Iteration 17Q: 3 clusters Score -530289.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -530363.687500 Penalty: 2808.095947
	Iteration 18Q: 3 clusters Score -530363.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -530418.312500 Penalty: 2808.095947
	Iteration 19Q: 3 clusters Score -530418.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -530459.625000 Penalty: 2808.095947
	Iteration 20F: 3 clusters Score -530459.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -530484.937500 Penalty: 2808.095947
	Iteration 21Q: 3 clusters Score -530484.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -530498.625000 Penalty: 2808.095947
	Iteration 22Q: 3 clusters Score -530498.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -530512.687500 Penalty: 2808.095947
	Iteration 23Q: 3 clusters Score -530512.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -530522.312500 Penalty: 2808.095947
	Iteration 24Q: 3 clusters Score -530522.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -530531.125000 Penalty: 2808.095947
	Iteration 25Q: 3 clusters Score -530531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -530538.000000 Penalty: 2808.095947
	Iteration 26Q: 3 clusters Score -530538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -530542.750000 Penalty: 2808.095947
	Iteration 27Q: 3 clusters Score -530542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -530544.375000 Penalty: 2808.095947
	Iteration 28Q: 3 clusters Score -530544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -530547.250000 Penalty: 2808.095947
	Iteration 29Q: 3 clusters Score -530547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -530547.562500 Penalty: 2808.095947
	Iteration 30Q: 3 clusters Score -530547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -530551.750000 Penalty: 2808.095947
	Iteration 31Q: 3 clusters Score -530551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -530552.312500 Penalty: 2808.095947
	Iteration 32Q: 3 clusters Score -530552.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -530557.000000 Penalty: 2808.095947
	Iteration 33Q: 3 clusters Score -530557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -530563.250000 Penalty: 2808.095947
	Iteration 34Q: 3 clusters Score -530563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -530569.500000 Penalty: 2808.095947
	Iteration 35Q: 3 clusters Score -530569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -530570.500000 Penalty: 2808.095947
	Iteration 36Q: 3 clusters Score -530570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -530571.187500 Penalty: 2808.095947
	Iteration 37Q: 3 clusters Score -530571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -530574.375000 Penalty: 2808.095947
	Iteration 38Q: 3 clusters Score -530574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -530577.812500 Penalty: 2808.095947
	Iteration 39Q: 3 clusters Score -530577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -530579.500000 Penalty: 2808.095947
	Iteration 40F: 3 clusters Score -530579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -530581.437500 Penalty: 2808.095947
	Iteration 41Q: 3 clusters Score -530581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -530582.000000 Penalty: 2808.095947
	Iteration 42Q: 3 clusters Score -530582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -530582.125000 Penalty: 2808.095947
	Iteration 43Q: 3 clusters Score -530582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -530582.125000 Penalty: 2808.095947
	Iteration 44F: 3 clusters Score -530582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -186972.390625 Penalty: 1259.124756
	Iteration 0F: 2 clusters Score -186972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -184718.875000 Penalty: 2518.249512
	Iteration 0F: 3 clusters Score -184718.9 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -185377.296875 Penalty: 2518.249512
	Iteration 1F: 3 clusters Score -185377.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -185621.953125 Penalty: 2518.249512
	Iteration 2F: 3 clusters Score -185622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -185782.718750 Penalty: 2518.249512
	Iteration 3F: 3 clusters Score -185782.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -185931.953125 Penalty: 2518.249512
	Iteration 4F: 3 clusters Score -185932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -186051.781250 Penalty: 2518.249512
	Iteration 5Q: 3 clusters Score -186051.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -186139.265625 Penalty: 2518.249512
	Iteration 6Q: 3 clusters Score -186139.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -186183.046875 Penalty: 2518.249512
	Iteration 7Q: 3 clusters Score -186183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -186208.671875 Penalty: 2518.249512
	Iteration 8Q: 3 clusters Score -186208.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -186240.109375 Penalty: 2518.249512
	Iteration 9Q: 3 clusters Score -186240.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -186267.578125 Penalty: 2518.249512
	Iteration 10Q: 3 clusters Score -186267.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -186286.062500 Penalty: 2518.249512
	Iteration 11Q: 3 clusters Score -186286.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -186299.328125 Penalty: 2518.249512
	Iteration 12Q: 3 clusters Score -186299.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -186303.781250 Penalty: 2518.249512
	Iteration 13Q: 3 clusters Score -186303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -186305.328125 Penalty: 2518.249512
	Iteration 14Q: 3 clusters Score -186305.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -186307.375000 Penalty: 2518.249512
	Iteration 15Q: 3 clusters Score -186307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -186310.031250 Penalty: 2518.249512
	Iteration 16Q: 3 clusters Score -186310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -186310.484375 Penalty: 2518.249512
	Iteration 17Q: 3 clusters Score -186310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -186310.640625 Penalty: 2518.249512
	Iteration 18Q: 3 clusters Score -186310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -186311.312500 Penalty: 2518.249512
	Iteration 19Q: 3 clusters Score -186311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -186311.656250 Penalty: 2518.249512
	Iteration 20F: 3 clusters Score -186311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -186312.390625 Penalty: 2518.249512
	Iteration 21Q: 3 clusters Score -186312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -186313.281250 Penalty: 2518.249512
	Iteration 22Q: 3 clusters Score -186313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -186313.281250 Penalty: 2518.249512
	Iteration 23F: 3 clusters Score -186313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Entering Unmasked Estep 
Score: -3869473.750000 Penalty: 1719.274292
	Iteration 0F: 2 clusters Score -3869474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3847551.500000 Penalty: 3438.548584
	Iteration 0F: 3 clusters Score -3847552 nChanged 18233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3857591.000000 Penalty: 3438.548584
	Iteration 1F: 3 clusters Score -3857591 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3857957.000000 Penalty: 3438.548584
	Iteration 2Q: 3 clusters Score -3857957 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3858376.750000 Penalty: 3438.548584
	Iteration 3Q: 3 clusters Score -3858377 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3858961.250000 Penalty: 3438.548584
	Iteration 4Q: 3 clusters Score -3858961 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3859826.000000 Penalty: 3438.548584
	Iteration 5F: 3 clusters Score -3859826 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3861194.250000 Penalty: 3438.548584
	Iteration 6F: 3 clusters Score -3861194 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3863195.500000 Penalty: 3438.548584
	Iteration 7F: 3 clusters Score -3863196 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3865715.000000 Penalty: 3438.548584
	Iteration 8F: 3 clusters Score -3865715 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3867176.000000 Penalty: 3438.548584
	Iteration 9F: 3 clusters Score -3867176 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3867550.500000 Penalty: 3438.548584
	Iteration 10Q: 3 clusters Score -3867550 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3867715.250000 Penalty: 3438.548584
	Iteration 11Q: 3 clusters Score -3867715 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3867897.250000 Penalty: 3438.548584
	Iteration 12Q: 3 clusters Score -3867897 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3867960.250000 Penalty: 3438.548584
	Iteration 13Q: 3 clusters Score -3867960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3868006.250000 Penalty: 3438.548584
	Iteration 14Q: 3 clusters Score -3868006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3868011.500000 Penalty: 3438.548584
	Iteration 15Q: 3 clusters Score -3868012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3868032.750000 Penalty: 3438.548584
	Iteration 16Q: 3 clusters Score -3868033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3868045.500000 Penalty: 3438.548584
	Iteration 17Q: 3 clusters Score -3868046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3868049.000000 Penalty: 3438.548584
	Iteration 18Q: 3 clusters Score -3868049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3868054.250000 Penalty: 3438.548584
	Iteration 19Q: 3 clusters Score -3868054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3868049.000000 Penalty: 3438.548584
	Iteration 20F: 3 clusters Score -3868049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3868048.500000 Penalty: 3438.548584
	Iteration 21Q: 3 clusters Score -3868048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3868045.250000 Penalty: 3438.548584
	Iteration 22Q: 3 clusters Score -3868045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3868045.250000 Penalty: 3438.548584
	Iteration 23F: 3 clusters Score -3868045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -435871.031250 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -435871 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 2443 members 
Entering Unmasked Estep 
Score: -431999.562500 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -431999.6 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -433189.656250 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -433189.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -433375.375000 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -433375.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -433514.593750 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -433514.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -433642.593750 Penalty: 2758.121338
	Iteration 4Q: 3 clusters Score -433642.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -433764.000000 Penalty: 2758.121338
	Iteration 5Q: 3 clusters Score -433764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -433879.500000 Penalty: 2758.121338
	Iteration 6Q: 3 clusters Score -433879.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -433970.968750 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -433971 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -434050.437500 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -434050.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -434138.031250 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -434138 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -434224.093750 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -434224.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -434300.562500 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -434300.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -434374.218750 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -434374.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -434437.718750 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -434437.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -434492.937500 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -434492.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -434539.218750 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -434539.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -434566.031250 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -434566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -434582.781250 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -434582.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -434602.406250 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -434602.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -434619.500000 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -434619.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -434638.906250 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -434638.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -434652.062500 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -434652.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -434664.250000 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -434664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -434673.187500 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -434673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -434677.312500 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -434677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -434681.656250 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -434681.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -434686.156250 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -434686.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -434689.625000 Penalty: 2758.121338
	Iteration 27Q: 3 clusters Score -434689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -434693.218750 Penalty: 2758.121338
	Iteration 28Q: 3 clusters Score -434693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -434697.593750 Penalty: 2758.121338
	Iteration 29Q: 3 clusters Score -434697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -434697.093750 Penalty: 2758.121338
	Iteration 30Q: 3 clusters Score -434697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -434698.343750 Penalty: 2758.121338
	Iteration 31Q: 3 clusters Score -434698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -434698.718750 Penalty: 2758.121338
	Iteration 32Q: 3 clusters Score -434698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -434698.718750 Penalty: 2758.121338
	Iteration 33Q: 3 clusters Score -434698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -434699.781250 Penalty: 2758.121338
	Iteration 34Q: 3 clusters Score -434699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -434699.781250 Penalty: 2758.121338
	Iteration 35F: 3 clusters Score -434699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Entering Unmasked Estep 
Score: -450312.281250 Penalty: 1382.574707
	Iteration 0F: 2 clusters Score -450312.3 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 2475 members 
Entering Unmasked Estep 
Score: -446306.625000 Penalty: 2765.149414
	Iteration 0F: 3 clusters Score -446306.6 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -447395.281250 Penalty: 2765.149414
	Iteration 1F: 3 clusters Score -447395.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -447595.031250 Penalty: 2765.149414
	Iteration 2F: 3 clusters Score -447595 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -447762.343750 Penalty: 2765.149414
	Iteration 3F: 3 clusters Score -447762.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -447933.968750 Penalty: 2765.149414
	Iteration 4F: 3 clusters Score -447934 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -448117.406250 Penalty: 2765.149414
	Iteration 5F: 3 clusters Score -448117.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -448314.875000 Penalty: 2765.149414
	Iteration 6Q: 3 clusters Score -448314.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -448524.406250 Penalty: 2765.149414
	Iteration 7Q: 3 clusters Score -448524.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -448729.562500 Penalty: 2765.149414
	Iteration 8Q: 3 clusters Score -448729.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -448873.812500 Penalty: 2765.149414
	Iteration 9Q: 3 clusters Score -448873.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -449006.218750 Penalty: 2765.149414
	Iteration 10Q: 3 clusters Score -449006.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -449111.000000 Penalty: 2765.149414
	Iteration 11Q: 3 clusters Score -449111 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -449225.343750 Penalty: 2765.149414
	Iteration 12Q: 3 clusters Score -449225.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -449365.718750 Penalty: 2765.149414
	Iteration 13Q: 3 clusters Score -449365.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -449522.062500 Penalty: 2765.149414
	Iteration 14Q: 3 clusters Score -449522.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -449655.218750 Penalty: 2765.149414
	Iteration 15Q: 3 clusters Score -449655.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -449753.125000 Penalty: 2765.149414
	Iteration 16Q: 3 clusters Score -449753.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -449825.468750 Penalty: 2765.149414
	Iteration 17Q: 3 clusters Score -449825.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -449870.125000 Penalty: 2765.149414
	Iteration 18Q: 3 clusters Score -449870.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -449895.031250 Penalty: 2765.149414
	Iteration 19Q: 3 clusters Score -449895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -449914.593750 Penalty: 2765.149414
	Iteration 20F: 3 clusters Score -449914.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -449933.718750 Penalty: 2765.149414
	Iteration 21Q: 3 clusters Score -449933.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -449945.062500 Penalty: 2765.149414
	Iteration 22Q: 3 clusters Score -449945.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -449954.906250 Penalty: 2765.149414
	Iteration 23Q: 3 clusters Score -449954.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -449959.562500 Penalty: 2765.149414
	Iteration 24Q: 3 clusters Score -449959.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -449962.375000 Penalty: 2765.149414
	Iteration 25Q: 3 clusters Score -449962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -449963.625000 Penalty: 2765.149414
	Iteration 26Q: 3 clusters Score -449963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -449964.562500 Penalty: 2765.149414
	Iteration 27Q: 3 clusters Score -449964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -449966.937500 Penalty: 2765.149414
	Iteration 28Q: 3 clusters Score -449966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -449967.906250 Penalty: 2765.149414
	Iteration 29Q: 3 clusters Score -449967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -449968.187500 Penalty: 2765.149414
	Iteration 30Q: 3 clusters Score -449968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -449968.718750 Penalty: 2765.149414
	Iteration 31Q: 3 clusters Score -449968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -449968.468750 Penalty: 2765.149414
	Iteration 32Q: 3 clusters Score -449968.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -449968.468750 Penalty: 2765.149414
	Iteration 33F: 3 clusters Score -449968.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -116851.625000 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -116851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115160.789062 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -115160.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -115548.656250 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -115548.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -115733.085938 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -115733.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -115891.257812 Penalty: 2341.348389
	Iteration 3F: 3 clusters Score -115891.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116005.234375 Penalty: 2341.348389
	Iteration 4F: 3 clusters Score -116005.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116076.328125 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -116076.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116137.718750 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -116137.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116190.882812 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -116190.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116225.671875 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -116225.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116257.164062 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -116257.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116296.539062 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -116296.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116319.671875 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -116319.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116335.382812 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -116335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116344.109375 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -116344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116352.820312 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -116352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -116363.843750 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -116363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116372.195312 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -116372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -116377.273438 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -116377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116382.335938 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -116382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116384.039062 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -116384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -116394.851562 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -116394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116404.421875 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -116404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116414.000000 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -116414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116422.492188 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -116422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116427.539062 Penalty: 2341.348389
	Iteration 24Q: 3 clusters Score -116427.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -116431.632812 Penalty: 2341.348389
	Iteration 25Q: 3 clusters Score -116431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116436.640625 Penalty: 2341.348389
	Iteration 26Q: 3 clusters Score -116436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -116439.875000 Penalty: 2341.348389
	Iteration 27Q: 3 clusters Score -116439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -116444.484375 Penalty: 2341.348389
	Iteration 28Q: 3 clusters Score -116444.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -116450.835938 Penalty: 2341.348389
	Iteration 29Q: 3 clusters Score -116450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -116457.460938 Penalty: 2341.348389
	Iteration 30Q: 3 clusters Score -116457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -116465.703125 Penalty: 2341.348389
	Iteration 31Q: 3 clusters Score -116465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -116469.414062 Penalty: 2341.348389
	Iteration 32Q: 3 clusters Score -116469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -116472.093750 Penalty: 2341.348389
	Iteration 33Q: 3 clusters Score -116472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -116475.703125 Penalty: 2341.348389
	Iteration 34Q: 3 clusters Score -116475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -116479.304688 Penalty: 2341.348389
	Iteration 35Q: 3 clusters Score -116479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -116481.953125 Penalty: 2341.348389
	Iteration 36Q: 3 clusters Score -116482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -116483.195312 Penalty: 2341.348389
	Iteration 37Q: 3 clusters Score -116483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116485.023438 Penalty: 2341.348389
	Iteration 38Q: 3 clusters Score -116485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -116486.140625 Penalty: 2341.348389
	Iteration 39Q: 3 clusters Score -116486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -116488.070312 Penalty: 2341.348389
	Iteration 40F: 3 clusters Score -116488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -116490.476562 Penalty: 2341.348389
	Iteration 41Q: 3 clusters Score -116490.5 nChanged 3
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: -116493.023438 Penalty: 2341.348389
	Iteration 42Q: 3 clusters Score -116493 nChanged 3
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: -116495.148438 Penalty: 2341.348389
	Iteration 43Q: 3 clusters Score -116495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -116496.632812 Penalty: 2341.348389
	Iteration 44Q: 3 clusters Score -116496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -116497.585938 Penalty: 2341.348389
	Iteration 45Q: 3 clusters Score -116497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116497.718750 Penalty: 2341.348389
	Iteration 46Q: 3 clusters Score -116497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -116498.429688 Penalty: 2341.348389
	Iteration 47Q: 3 clusters Score -116498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -116498.992188 Penalty: 2341.348389
	Iteration 48Q: 3 clusters Score -116499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -116500.468750 Penalty: 2341.348389
	Iteration 49Q: 3 clusters Score -116500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116500.664062 Penalty: 2341.348389
	Iteration 50Q: 3 clusters Score -116500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116500.664062 Penalty: 2341.348389
	Iteration 51F: 3 clusters Score -116500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Entering Unmasked Estep 
Score: -3697165.500000 Penalty: 1712.532471
	Iteration 0F: 2 clusters Score -3697166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -3673586.750000 Penalty: 3425.064941
	Iteration 0F: 3 clusters Score -3673587 nChanged 17624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3683228.500000 Penalty: 3425.064941
	Iteration 1F: 3 clusters Score -3683228 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3683604.000000 Penalty: 3425.064941
	Iteration 2Q: 3 clusters Score -3683604 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3683950.750000 Penalty: 3425.064941
	Iteration 3Q: 3 clusters Score -3683951 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3684375.750000 Penalty: 3425.064941
	Iteration 4Q: 3 clusters Score -3684376 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3684838.250000 Penalty: 3425.064941
	Iteration 5Q: 3 clusters Score -3684838 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3685477.250000 Penalty: 3425.064941
	Iteration 6Q: 3 clusters Score -3685477 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3686364.250000 Penalty: 3425.064941
	Iteration 7F: 3 clusters Score -3686364 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3687583.000000 Penalty: 3425.064941
	Iteration 8F: 3 clusters Score -3687583 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3689308.500000 Penalty: 3425.064941
	Iteration 9F: 3 clusters Score -3689308 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3691480.000000 Penalty: 3425.064941
	Iteration 10F: 3 clusters Score -3691480 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -3693680.000000 Penalty: 3425.064941
	Iteration 11F: 3 clusters Score -3693680 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3695351.750000 Penalty: 3425.064941
	Iteration 12Q: 3 clusters Score -3695352 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -3695643.500000 Penalty: 3425.064941
	Iteration 13Q: 3 clusters Score -3695644 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -3695710.000000 Penalty: 3425.064941
	Iteration 14Q: 3 clusters Score -3695710 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -3695727.750000 Penalty: 3425.064941
	Iteration 15Q: 3 clusters Score -3695728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -3695721.500000 Penalty: 3425.064941
	Iteration 16Q: 3 clusters Score -3695722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -3695728.750000 Penalty: 3425.064941
	Iteration 17Q: 3 clusters Score -3695729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -3695740.500000 Penalty: 3425.064941
	Iteration 18Q: 3 clusters Score -3695740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -3695760.000000 Penalty: 3425.064941
	Iteration 19Q: 3 clusters Score -3695760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -3695774.750000 Penalty: 3425.064941
	Iteration 20F: 3 clusters Score -3695775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -3695782.500000 Penalty: 3425.064941
	Iteration 21Q: 3 clusters Score -3695782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -3695790.250000 Penalty: 3425.064941
	Iteration 22Q: 3 clusters Score -3695790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -3695796.250000 Penalty: 3425.064941
	Iteration 23Q: 3 clusters Score -3695796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -3695808.000000 Penalty: 3425.064941
	Iteration 24Q: 3 clusters Score -3695808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -3695818.250000 Penalty: 3425.064941
	Iteration 25Q: 3 clusters Score -3695818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -3695823.000000 Penalty: 3425.064941
	Iteration 26Q: 3 clusters Score -3695823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -3695823.000000 Penalty: 3425.064941
	Iteration 27Q: 3 clusters Score -3695823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -3695830.750000 Penalty: 3425.064941
	Iteration 28Q: 3 clusters Score -3695831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -3695836.750000 Penalty: 3425.064941
	Iteration 29Q: 3 clusters Score -3695837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -3695842.500000 Penalty: 3425.064941
	Iteration 30Q: 3 clusters Score -3695842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -3695845.250000 Penalty: 3425.064941
	Iteration 31Q: 3 clusters Score -3695845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -3695845.250000 Penalty: 3425.064941
	Iteration 32F: 3 clusters Score -3695845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -319187.500000 Penalty: 1328.846313
	Iteration 0F: 2 clusters Score -319187.5 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 1751 members 
Entering Unmasked Estep 
Score: -316112.875000 Penalty: 2657.692627
	Iteration 0F: 3 clusters Score -316112.9 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -317046.468750 Penalty: 2657.692627
	Iteration 1F: 3 clusters Score -317046.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -317302.031250 Penalty: 2657.692627
	Iteration 2F: 3 clusters Score -317302 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -317475.156250 Penalty: 2657.692627
	Iteration 3F: 3 clusters Score -317475.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -317571.750000 Penalty: 2657.692627
	Iteration 4Q: 3 clusters Score -317571.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -317646.406250 Penalty: 2657.692627
	Iteration 5Q: 3 clusters Score -317646.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -317694.187500 Penalty: 2657.692627
	Iteration 6Q: 3 clusters Score -317694.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -317744.312500 Penalty: 2657.692627
	Iteration 7Q: 3 clusters Score -317744.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -317797.625000 Penalty: 2657.692627
	Iteration 8Q: 3 clusters Score -317797.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -317869.312500 Penalty: 2657.692627
	Iteration 9Q: 3 clusters Score -317869.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -317963.687500 Penalty: 2657.692627
	Iteration 10Q: 3 clusters Score -317963.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -318060.781250 Penalty: 2657.692627
	Iteration 11Q: 3 clusters Score -318060.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -318133.968750 Penalty: 2657.692627
	Iteration 12Q: 3 clusters Score -318134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -318198.468750 Penalty: 2657.692627
	Iteration 13Q: 3 clusters Score -318198.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -318261.375000 Penalty: 2657.692627
	Iteration 14Q: 3 clusters Score -318261.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -318342.531250 Penalty: 2657.692627
	Iteration 15Q: 3 clusters Score -318342.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -318442.687500 Penalty: 2657.692627
	Iteration 16Q: 3 clusters Score -318442.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -318531.750000 Penalty: 2657.692627
	Iteration 17Q: 3 clusters Score -318531.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -318632.437500 Penalty: 2657.692627
	Iteration 18Q: 3 clusters Score -318632.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -318731.156250 Penalty: 2657.692627
	Iteration 19Q: 3 clusters Score -318731.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -318788.218750 Penalty: 2657.692627
	Iteration 20F: 3 clusters Score -318788.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -318833.750000 Penalty: 2657.692627
	Iteration 21Q: 3 clusters Score -318833.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -318865.781250 Penalty: 2657.692627
	Iteration 22Q: 3 clusters Score -318865.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -318892.156250 Penalty: 2657.692627
	Iteration 23Q: 3 clusters Score -318892.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -318907.281250 Penalty: 2657.692627
	Iteration 24Q: 3 clusters Score -318907.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -318913.843750 Penalty: 2657.692627
	Iteration 25Q: 3 clusters Score -318913.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318917.562500 Penalty: 2657.692627
	Iteration 26Q: 3 clusters Score -318917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -318919.593750 Penalty: 2657.692627
	Iteration 27Q: 3 clusters Score -318919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318920.281250 Penalty: 2657.692627
	Iteration 28Q: 3 clusters Score -318920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -318921.031250 Penalty: 2657.692627
	Iteration 29Q: 3 clusters Score -318921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -318921.281250 Penalty: 2657.692627
	Iteration 30Q: 3 clusters Score -318921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -318921.281250 Penalty: 2657.692627
	Iteration 31F: 3 clusters Score -318921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60798.171875 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60798.17 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61004.914062 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -61004.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61059.273438 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -61059.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61101.347656 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -61101.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61152.316406 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -61152.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61202.265625 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61202.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61257.722656 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61257.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61290.890625 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61290.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61307.480469 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61307.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61319.898438 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61330.277344 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61330.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61331.582031 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -61331.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61331.582031 Penalty: 2119.201904
	Iteration 12F: 3 clusters Score -61331.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -123812.429688 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -123812.4 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 794 members 
Entering Unmasked Estep 
Score: -122038.101562 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -122038.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122490.070312 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -122490.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -122607.109375 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -122607.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -122668.117188 Penalty: 2388.917725
	Iteration 3F: 3 clusters Score -122668.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -122700.429688 Penalty: 2388.917725
	Iteration 4Q: 3 clusters Score -122700.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -122726.890625 Penalty: 2388.917725
	Iteration 5Q: 3 clusters Score -122726.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -122749.742188 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -122749.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -122764.015625 Penalty: 2388.917725
	Iteration 7Q: 3 clusters Score -122764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -122780.468750 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -122780.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -122790.632812 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -122790.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -122798.296875 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -122798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -122806.453125 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -122806.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -122818.617188 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -122818.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -122825.742188 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -122825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -122829.484375 Penalty: 2388.917725
	Iteration 14Q: 3 clusters Score -122829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -122830.757812 Penalty: 2388.917725
	Iteration 15Q: 3 clusters Score -122830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -122832.992188 Penalty: 2388.917725
	Iteration 16Q: 3 clusters Score -122833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -122834.546875 Penalty: 2388.917725
	Iteration 17Q: 3 clusters Score -122834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -122836.828125 Penalty: 2388.917725
	Iteration 18Q: 3 clusters Score -122836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -122842.320312 Penalty: 2388.917725
	Iteration 19Q: 3 clusters Score -122842.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -122846.265625 Penalty: 2388.917725
	Iteration 20F: 3 clusters Score -122846.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -122849.210938 Penalty: 2388.917725
	Iteration 21Q: 3 clusters Score -122849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -122850.570312 Penalty: 2388.917725
	Iteration 22Q: 3 clusters Score -122850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -122852.414062 Penalty: 2388.917725
	Iteration 23Q: 3 clusters Score -122852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -122854.203125 Penalty: 2388.917725
	Iteration 24Q: 3 clusters Score -122854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -122858.250000 Penalty: 2388.917725
	Iteration 25Q: 3 clusters Score -122858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -122861.250000 Penalty: 2388.917725
	Iteration 26Q: 3 clusters Score -122861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -122864.632812 Penalty: 2388.917725
	Iteration 27Q: 3 clusters Score -122864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -122868.039062 Penalty: 2388.917725
	Iteration 28Q: 3 clusters Score -122868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -122875.117188 Penalty: 2388.917725
	Iteration 29Q: 3 clusters Score -122875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -122877.242188 Penalty: 2388.917725
	Iteration 30Q: 3 clusters Score -122877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -122878.750000 Penalty: 2388.917725
	Iteration 31Q: 3 clusters Score -122878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -122879.609375 Penalty: 2388.917725
	Iteration 32Q: 3 clusters Score -122879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -122879.859375 Penalty: 2388.917725
	Iteration 33Q: 3 clusters Score -122879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -122880.445312 Penalty: 2388.917725
	Iteration 34Q: 3 clusters Score -122880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -122880.445312 Penalty: 2388.917725
	Iteration 35F: 3 clusters Score -122880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -140189.453125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -140189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -138369.796875 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -138369.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138799.828125 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -138799.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138949.734375 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -138949.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -139097.968750 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -139098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -139275.203125 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -139275.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -139490.203125 Penalty: 2392.859619
	Iteration 5F: 3 clusters Score -139490.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -139656.359375 Penalty: 2392.859619
	Iteration 6F: 3 clusters Score -139656.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -139758.828125 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -139758.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -139843.984375 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -139844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -139900.343750 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -139900.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139936.000000 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -139936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139969.765625 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -139969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -139984.843750 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -139984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139996.796875 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -139996.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140014.437500 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -140014.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140024.015625 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -140024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -140032.718750 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -140032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140034.390625 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -140034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140034.390625 Penalty: 2392.859619
	Iteration 18F: 3 clusters Score -140034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Entering Unmasked Estep 
Score: -3506963.750000 Penalty: 1708.191528
	Iteration 0F: 2 clusters Score -3506964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3483202.250000 Penalty: 3416.383057
	Iteration 0F: 3 clusters Score -3483202 nChanged 17043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3492444.750000 Penalty: 3416.383057
	Iteration 1F: 3 clusters Score -3492445 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3492798.500000 Penalty: 3416.383057
	Iteration 2Q: 3 clusters Score -3492798 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3493099.500000 Penalty: 3416.383057
	Iteration 3Q: 3 clusters Score -3493100 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3493520.000000 Penalty: 3416.383057
	Iteration 4Q: 3 clusters Score -3493520 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3494097.000000 Penalty: 3416.383057
	Iteration 5Q: 3 clusters Score -3494097 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3495042.250000 Penalty: 3416.383057
	Iteration 6F: 3 clusters Score -3495042 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3496519.250000 Penalty: 3416.383057
	Iteration 7F: 3 clusters Score -3496519 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3498751.250000 Penalty: 3416.383057
	Iteration 8F: 3 clusters Score -3498751 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3501615.000000 Penalty: 3416.383057
	Iteration 9F: 3 clusters Score -3501615 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3503996.000000 Penalty: 3416.383057
	Iteration 10F: 3 clusters Score -3503996 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3504918.750000 Penalty: 3416.383057
	Iteration 11Q: 3 clusters Score -3504919 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3505292.000000 Penalty: 3416.383057
	Iteration 12Q: 3 clusters Score -3505292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3505453.500000 Penalty: 3416.383057
	Iteration 13Q: 3 clusters Score -3505454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3505510.750000 Penalty: 3416.383057
	Iteration 14Q: 3 clusters Score -3505511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3505533.250000 Penalty: 3416.383057
	Iteration 15Q: 3 clusters Score -3505533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3505545.250000 Penalty: 3416.383057
	Iteration 16Q: 3 clusters Score -3505545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3505547.000000 Penalty: 3416.383057
	Iteration 17Q: 3 clusters Score -3505547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3505549.500000 Penalty: 3416.383057
	Iteration 18Q: 3 clusters Score -3505550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3505555.500000 Penalty: 3416.383057
	Iteration 19Q: 3 clusters Score -3505556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3505557.250000 Penalty: 3416.383057
	Iteration 20F: 3 clusters Score -3505557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3505561.750000 Penalty: 3416.383057
	Iteration 21Q: 3 clusters Score -3505562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3505568.500000 Penalty: 3416.383057
	Iteration 22Q: 3 clusters Score -3505568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3505568.000000 Penalty: 3416.383057
	Iteration 23Q: 3 clusters Score -3505568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3505568.000000 Penalty: 3416.383057
	Iteration 24F: 3 clusters Score -3505568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -117701.453125 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -117701.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -116005.640625 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -116005.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -116498.398438 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -116498.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -116673.585938 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -116673.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -116804.484375 Penalty: 2364.880859
	Iteration 3F: 3 clusters Score -116804.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -116931.101562 Penalty: 2364.880859
	Iteration 4F: 3 clusters Score -116931.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117051.804688 Penalty: 2364.880859
	Iteration 5Q: 3 clusters Score -117051.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -117143.500000 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -117143.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -117205.843750 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -117205.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -117230.632812 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -117230.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -117252.257812 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -117252.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -117279.726562 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -117279.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -117304.039062 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -117304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -117329.953125 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -117330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -117351.929688 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -117351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -117372.976562 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -117373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -117397.757812 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -117397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -117408.539062 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -117408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -117411.023438 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -117411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -117412.554688 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -117412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -117412.554688 Penalty: 2364.880859
	Iteration 19F: 3 clusters Score -117412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -428563.750000 Penalty: 1369.359863
	Iteration 0F: 2 clusters Score -428563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -424879.656250 Penalty: 2738.719727
	Iteration 0F: 3 clusters Score -424879.7 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -425889.437500 Penalty: 2738.719727
	Iteration 1F: 3 clusters Score -425889.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -426071.312500 Penalty: 2738.719727
	Iteration 2F: 3 clusters Score -426071.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -426193.593750 Penalty: 2738.719727
	Iteration 3F: 3 clusters Score -426193.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -426276.687500 Penalty: 2738.719727
	Iteration 4Q: 3 clusters Score -426276.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -426328.562500 Penalty: 2738.719727
	Iteration 5Q: 3 clusters Score -426328.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -426366.718750 Penalty: 2738.719727
	Iteration 6Q: 3 clusters Score -426366.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -426392.750000 Penalty: 2738.719727
	Iteration 7Q: 3 clusters Score -426392.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -426413.343750 Penalty: 2738.719727
	Iteration 8Q: 3 clusters Score -426413.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -426435.031250 Penalty: 2738.719727
	Iteration 9Q: 3 clusters Score -426435 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -426459.531250 Penalty: 2738.719727
	Iteration 10Q: 3 clusters Score -426459.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -426485.125000 Penalty: 2738.719727
	Iteration 11Q: 3 clusters Score -426485.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -426512.000000 Penalty: 2738.719727
	Iteration 12Q: 3 clusters Score -426512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -426537.812500 Penalty: 2738.719727
	Iteration 13Q: 3 clusters Score -426537.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -426563.250000 Penalty: 2738.719727
	Iteration 14Q: 3 clusters Score -426563.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -426592.812500 Penalty: 2738.719727
	Iteration 15Q: 3 clusters Score -426592.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -426614.625000 Penalty: 2738.719727
	Iteration 16Q: 3 clusters Score -426614.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -426637.593750 Penalty: 2738.719727
	Iteration 17Q: 3 clusters Score -426637.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -426654.281250 Penalty: 2738.719727
	Iteration 18Q: 3 clusters Score -426654.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -426669.125000 Penalty: 2738.719727
	Iteration 19Q: 3 clusters Score -426669.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -426685.281250 Penalty: 2738.719727
	Iteration 20F: 3 clusters Score -426685.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -426697.656250 Penalty: 2738.719727
	Iteration 21Q: 3 clusters Score -426697.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -426713.562500 Penalty: 2738.719727
	Iteration 22Q: 3 clusters Score -426713.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -426729.156250 Penalty: 2738.719727
	Iteration 23Q: 3 clusters Score -426729.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -426742.625000 Penalty: 2738.719727
	Iteration 24Q: 3 clusters Score -426742.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -426751.281250 Penalty: 2738.719727
	Iteration 25Q: 3 clusters Score -426751.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -426757.250000 Penalty: 2738.719727
	Iteration 26Q: 3 clusters Score -426757.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -426762.812500 Penalty: 2738.719727
	Iteration 27Q: 3 clusters Score -426762.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -426772.062500 Penalty: 2738.719727
	Iteration 28Q: 3 clusters Score -426772.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -426785.031250 Penalty: 2738.719727
	Iteration 29Q: 3 clusters Score -426785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -426794.656250 Penalty: 2738.719727
	Iteration 30Q: 3 clusters Score -426794.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -426803.062500 Penalty: 2738.719727
	Iteration 31Q: 3 clusters Score -426803.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -426813.156250 Penalty: 2738.719727
	Iteration 32Q: 3 clusters Score -426813.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -426824.718750 Penalty: 2738.719727
	Iteration 33Q: 3 clusters Score -426824.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -426839.500000 Penalty: 2738.719727
	Iteration 34Q: 3 clusters Score -426839.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -426855.750000 Penalty: 2738.719727
	Iteration 35Q: 3 clusters Score -426855.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -426868.968750 Penalty: 2738.719727
	Iteration 36Q: 3 clusters Score -426869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -426877.625000 Penalty: 2738.719727
	Iteration 37Q: 3 clusters Score -426877.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -426885.937500 Penalty: 2738.719727
	Iteration 38Q: 3 clusters Score -426885.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -426893.812500 Penalty: 2738.719727
	Iteration 39Q: 3 clusters Score -426893.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -426899.531250 Penalty: 2738.719727
	Iteration 40F: 3 clusters Score -426899.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -426903.343750 Penalty: 2738.719727
	Iteration 41Q: 3 clusters Score -426903.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -426908.156250 Penalty: 2738.719727
	Iteration 42Q: 3 clusters Score -426908.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -426914.875000 Penalty: 2738.719727
	Iteration 43Q: 3 clusters Score -426914.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -426921.218750 Penalty: 2738.719727
	Iteration 44Q: 3 clusters Score -426921.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -426924.625000 Penalty: 2738.719727
	Iteration 45Q: 3 clusters Score -426924.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -426927.312500 Penalty: 2738.719727
	Iteration 46Q: 3 clusters Score -426927.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -426930.937500 Penalty: 2738.719727
	Iteration 47Q: 3 clusters Score -426930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -426937.843750 Penalty: 2738.719727
	Iteration 48Q: 3 clusters Score -426937.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -426943.250000 Penalty: 2738.719727
	Iteration 49Q: 3 clusters Score -426943.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -426950.500000 Penalty: 2738.719727
	Iteration 50Q: 3 clusters Score -426950.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -426958.562500 Penalty: 2738.719727
	Iteration 51Q: 3 clusters Score -426958.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -426963.968750 Penalty: 2738.719727
	Iteration 52Q: 3 clusters Score -426964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -426970.312500 Penalty: 2738.719727
	Iteration 53Q: 3 clusters Score -426970.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -426978.468750 Penalty: 2738.719727
	Iteration 54Q: 3 clusters Score -426978.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -426988.406250 Penalty: 2738.719727
	Iteration 55Q: 3 clusters Score -426988.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -426999.000000 Penalty: 2738.719727
	Iteration 56Q: 3 clusters Score -426999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -427007.062500 Penalty: 2738.719727
	Iteration 57Q: 3 clusters Score -427007.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -427019.000000 Penalty: 2738.719727
	Iteration 58Q: 3 clusters Score -427019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -427027.437500 Penalty: 2738.719727
	Iteration 59Q: 3 clusters Score -427027.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -427032.187500 Penalty: 2738.719727
	Iteration 60F: 3 clusters Score -427032.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -427038.000000 Penalty: 2738.719727
	Iteration 61Q: 3 clusters Score -427038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -427040.656250 Penalty: 2738.719727
	Iteration 62Q: 3 clusters Score -427040.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -427044.000000 Penalty: 2738.719727
	Iteration 63Q: 3 clusters Score -427044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -427048.531250 Penalty: 2738.719727
	Iteration 64Q: 3 clusters Score -427048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -427053.281250 Penalty: 2738.719727
	Iteration 65Q: 3 clusters Score -427053.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -427063.218750 Penalty: 2738.719727
	Iteration 66Q: 3 clusters Score -427063.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -427074.250000 Penalty: 2738.719727
	Iteration 67Q: 3 clusters Score -427074.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -427081.625000 Penalty: 2738.719727
	Iteration 68Q: 3 clusters Score -427081.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -427088.718750 Penalty: 2738.719727
	Iteration 69Q: 3 clusters Score -427088.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -427097.125000 Penalty: 2738.719727
	Iteration 70Q: 3 clusters Score -427097.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -427108.750000 Penalty: 2738.719727
	Iteration 71Q: 3 clusters Score -427108.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -427118.437500 Penalty: 2738.719727
	Iteration 72Q: 3 clusters Score -427118.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -427127.750000 Penalty: 2738.719727
	Iteration 73Q: 3 clusters Score -427127.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -427139.468750 Penalty: 2738.719727
	Iteration 74Q: 3 clusters Score -427139.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -427155.656250 Penalty: 2738.719727
	Iteration 75Q: 3 clusters Score -427155.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -427176.468750 Penalty: 2738.719727
	Iteration 76Q: 3 clusters Score -427176.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -427193.812500 Penalty: 2738.719727
	Iteration 77Q: 3 clusters Score -427193.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -427211.562500 Penalty: 2738.719727
	Iteration 78Q: 3 clusters Score -427211.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -427226.718750 Penalty: 2738.719727
	Iteration 79Q: 3 clusters Score -427226.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -427239.625000 Penalty: 2738.719727
	Iteration 80F: 3 clusters Score -427239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -427247.750000 Penalty: 2738.719727
	Iteration 81Q: 3 clusters Score -427247.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -427253.000000 Penalty: 2738.719727
	Iteration 82Q: 3 clusters Score -427253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -427258.375000 Penalty: 2738.719727
	Iteration 83Q: 3 clusters Score -427258.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -427263.468750 Penalty: 2738.719727
	Iteration 84Q: 3 clusters Score -427263.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -427265.593750 Penalty: 2738.719727
	Iteration 85Q: 3 clusters Score -427265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -427268.312500 Penalty: 2738.719727
	Iteration 86Q: 3 clusters Score -427268.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -427269.656250 Penalty: 2738.719727
	Iteration 87Q: 3 clusters Score -427269.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -427273.062500 Penalty: 2738.719727
	Iteration 88Q: 3 clusters Score -427273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -427277.375000 Penalty: 2738.719727
	Iteration 89Q: 3 clusters Score -427277.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -427282.531250 Penalty: 2738.719727
	Iteration 90Q: 3 clusters Score -427282.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -427287.937500 Penalty: 2738.719727
	Iteration 91Q: 3 clusters Score -427287.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -427296.000000 Penalty: 2738.719727
	Iteration 92Q: 3 clusters Score -427296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -427302.718750 Penalty: 2738.719727
	Iteration 93Q: 3 clusters Score -427302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -427311.968750 Penalty: 2738.719727
	Iteration 94Q: 3 clusters Score -427312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -427319.093750 Penalty: 2738.719727
	Iteration 95Q: 3 clusters Score -427319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -427322.625000 Penalty: 2738.719727
	Iteration 96Q: 3 clusters Score -427322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -427324.031250 Penalty: 2738.719727
	Iteration 97Q: 3 clusters Score -427324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -427324.750000 Penalty: 2738.719727
	Iteration 98Q: 3 clusters Score -427324.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -427324.750000 Penalty: 2738.719727
	Iteration 99F: 3 clusters Score -427324.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -461588.812500 Penalty: 1385.274170
	Iteration 0F: 2 clusters Score -461588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -457506.843750 Penalty: 2770.548340
	Iteration 0F: 3 clusters Score -457506.8 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -458703.687500 Penalty: 2770.548340
	Iteration 1F: 3 clusters Score -458703.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -458924.062500 Penalty: 2770.548340
	Iteration 2F: 3 clusters Score -458924.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -459098.687500 Penalty: 2770.548340
	Iteration 3F: 3 clusters Score -459098.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -459251.593750 Penalty: 2770.548340
	Iteration 4F: 3 clusters Score -459251.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -459384.437500 Penalty: 2770.548340
	Iteration 5Q: 3 clusters Score -459384.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -459531.093750 Penalty: 2770.548340
	Iteration 6Q: 3 clusters Score -459531.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -459677.843750 Penalty: 2770.548340
	Iteration 7Q: 3 clusters Score -459677.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -459812.437500 Penalty: 2770.548340
	Iteration 8Q: 3 clusters Score -459812.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -459938.437500 Penalty: 2770.548340
	Iteration 9Q: 3 clusters Score -459938.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -460057.375000 Penalty: 2770.548340
	Iteration 10Q: 3 clusters Score -460057.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -460155.531250 Penalty: 2770.548340
	Iteration 11Q: 3 clusters Score -460155.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -460224.093750 Penalty: 2770.548340
	Iteration 12Q: 3 clusters Score -460224.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -460271.375000 Penalty: 2770.548340
	Iteration 13Q: 3 clusters Score -460271.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -460299.062500 Penalty: 2770.548340
	Iteration 14Q: 3 clusters Score -460299.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -460316.468750 Penalty: 2770.548340
	Iteration 15Q: 3 clusters Score -460316.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -460332.750000 Penalty: 2770.548340
	Iteration 16Q: 3 clusters Score -460332.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -460349.375000 Penalty: 2770.548340
	Iteration 17Q: 3 clusters Score -460349.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -460357.437500 Penalty: 2770.548340
	Iteration 18Q: 3 clusters Score -460357.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -460368.187500 Penalty: 2770.548340
	Iteration 19Q: 3 clusters Score -460368.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -460378.468750 Penalty: 2770.548340
	Iteration 20F: 3 clusters Score -460378.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -460389.031250 Penalty: 2770.548340
	Iteration 21Q: 3 clusters Score -460389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -460394.750000 Penalty: 2770.548340
	Iteration 22Q: 3 clusters Score -460394.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -460400.500000 Penalty: 2770.548340
	Iteration 23Q: 3 clusters Score -460400.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -460403.468750 Penalty: 2770.548340
	Iteration 24Q: 3 clusters Score -460403.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -460408.562500 Penalty: 2770.548340
	Iteration 25Q: 3 clusters Score -460408.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -460411.093750 Penalty: 2770.548340
	Iteration 26Q: 3 clusters Score -460411.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -460415.187500 Penalty: 2770.548340
	Iteration 27Q: 3 clusters Score -460415.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -460419.062500 Penalty: 2770.548340
	Iteration 28Q: 3 clusters Score -460419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -460418.906250 Penalty: 2770.548340
	Iteration 29Q: 3 clusters Score -460418.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -460420.906250 Penalty: 2770.548340
	Iteration 30Q: 3 clusters Score -460420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -460421.781250 Penalty: 2770.548340
	Iteration 31Q: 3 clusters Score -460421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -460424.156250 Penalty: 2770.548340
	Iteration 32Q: 3 clusters Score -460424.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -460427.093750 Penalty: 2770.548340
	Iteration 33Q: 3 clusters Score -460427.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -460429.593750 Penalty: 2770.548340
	Iteration 34Q: 3 clusters Score -460429.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -460431.281250 Penalty: 2770.548340
	Iteration 35Q: 3 clusters Score -460431.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -460433.500000 Penalty: 2770.548340
	Iteration 36Q: 3 clusters Score -460433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -460435.187500 Penalty: 2770.548340
	Iteration 37Q: 3 clusters Score -460435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -460435.750000 Penalty: 2770.548340
	Iteration 38Q: 3 clusters Score -460435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -460436.125000 Penalty: 2770.548340
	Iteration 39Q: 3 clusters Score -460436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -460435.468750 Penalty: 2770.548340
	Iteration 40F: 3 clusters Score -460435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -460436.750000 Penalty: 2770.548340
	Iteration 41Q: 3 clusters Score -460436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -460437.187500 Penalty: 2770.548340
	Iteration 42Q: 3 clusters Score -460437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -460437.187500 Penalty: 2770.548340
	Iteration 43F: 3 clusters Score -460437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Entering Unmasked Estep 
Score: -897446.312500 Penalty: 1485.758789
	Iteration 0F: 2 clusters Score -897446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -890739.562500 Penalty: 2971.517578
	Iteration 0F: 3 clusters Score -890739.6 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -892908.062500 Penalty: 2971.517578
	Iteration 1F: 3 clusters Score -892908.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -893171.125000 Penalty: 2971.517578
	Iteration 2F: 3 clusters Score -893171.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -893394.625000 Penalty: 2971.517578
	Iteration 3F: 3 clusters Score -893394.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -893626.937500 Penalty: 2971.517578
	Iteration 4F: 3 clusters Score -893626.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -893860.750000 Penalty: 2971.517578
	Iteration 5Q: 3 clusters Score -893860.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -894098.312500 Penalty: 2971.517578
	Iteration 6Q: 3 clusters Score -894098.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -894344.687500 Penalty: 2971.517578
	Iteration 7Q: 3 clusters Score -894344.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -894618.875000 Penalty: 2971.517578
	Iteration 8Q: 3 clusters Score -894618.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -894840.875000 Penalty: 2971.517578
	Iteration 9Q: 3 clusters Score -894840.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -895027.812500 Penalty: 2971.517578
	Iteration 10Q: 3 clusters Score -895027.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -895207.625000 Penalty: 2971.517578
	Iteration 11Q: 3 clusters Score -895207.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -895375.312500 Penalty: 2971.517578
	Iteration 12Q: 3 clusters Score -895375.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -895523.437500 Penalty: 2971.517578
	Iteration 13Q: 3 clusters Score -895523.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -895670.812500 Penalty: 2971.517578
	Iteration 14Q: 3 clusters Score -895670.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -895794.250000 Penalty: 2971.517578
	Iteration 15Q: 3 clusters Score -895794.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -895879.937500 Penalty: 2971.517578
	Iteration 16Q: 3 clusters Score -895879.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -895947.375000 Penalty: 2971.517578
	Iteration 17Q: 3 clusters Score -895947.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -895993.937500 Penalty: 2971.517578
	Iteration 18Q: 3 clusters Score -895993.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -896034.562500 Penalty: 2971.517578
	Iteration 19Q: 3 clusters Score -896034.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -896060.312500 Penalty: 2971.517578
	Iteration 20F: 3 clusters Score -896060.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -896079.875000 Penalty: 2971.517578
	Iteration 21Q: 3 clusters Score -896079.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -896089.312500 Penalty: 2971.517578
	Iteration 22Q: 3 clusters Score -896089.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -896098.875000 Penalty: 2971.517578
	Iteration 23Q: 3 clusters Score -896098.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -896109.562500 Penalty: 2971.517578
	Iteration 24Q: 3 clusters Score -896109.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -896113.000000 Penalty: 2971.517578
	Iteration 25Q: 3 clusters Score -896113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -896122.250000 Penalty: 2971.517578
	Iteration 26Q: 3 clusters Score -896122.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -896126.312500 Penalty: 2971.517578
	Iteration 27Q: 3 clusters Score -896126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -896127.000000 Penalty: 2971.517578
	Iteration 28Q: 3 clusters Score -896127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -896127.000000 Penalty: 2971.517578
	Iteration 29F: 3 clusters Score -896127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Entering Unmasked Estep 
Score: -1941481.750000 Penalty: 1607.905029
	Iteration 0F: 2 clusters Score -1941482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1927936.375000 Penalty: 3215.810059
	Iteration 0F: 3 clusters Score -1927936 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1932885.000000 Penalty: 3215.810059
	Iteration 1F: 3 clusters Score -1932885 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1933199.750000 Penalty: 3215.810059
	Iteration 2Q: 3 clusters Score -1933200 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1933471.750000 Penalty: 3215.810059
	Iteration 3Q: 3 clusters Score -1933472 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1933753.000000 Penalty: 3215.810059
	Iteration 4Q: 3 clusters Score -1933753 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1934078.375000 Penalty: 3215.810059
	Iteration 5Q: 3 clusters Score -1934078 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1934516.500000 Penalty: 3215.810059
	Iteration 6Q: 3 clusters Score -1934516 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1935029.250000 Penalty: 3215.810059
	Iteration 7Q: 3 clusters Score -1935029 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1935678.375000 Penalty: 3215.810059
	Iteration 8F: 3 clusters Score -1935678 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1936423.000000 Penalty: 3215.810059
	Iteration 9F: 3 clusters Score -1936423 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1937072.875000 Penalty: 3215.810059
	Iteration 10F: 3 clusters Score -1937073 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1937478.250000 Penalty: 3215.810059
	Iteration 11Q: 3 clusters Score -1937478 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1937636.250000 Penalty: 3215.810059
	Iteration 12Q: 3 clusters Score -1937636 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1937718.750000 Penalty: 3215.810059
	Iteration 13Q: 3 clusters Score -1937719 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1937753.625000 Penalty: 3215.810059
	Iteration 14Q: 3 clusters Score -1937754 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1937784.125000 Penalty: 3215.810059
	Iteration 15Q: 3 clusters Score -1937784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1937799.250000 Penalty: 3215.810059
	Iteration 16Q: 3 clusters Score -1937799 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1937821.375000 Penalty: 3215.810059
	Iteration 17Q: 3 clusters Score -1937821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1937837.375000 Penalty: 3215.810059
	Iteration 18Q: 3 clusters Score -1937837 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1937858.500000 Penalty: 3215.810059
	Iteration 19Q: 3 clusters Score -1937858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1937868.875000 Penalty: 3215.810059
	Iteration 20F: 3 clusters Score -1937869 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1937889.000000 Penalty: 3215.810059
	Iteration 21Q: 3 clusters Score -1937889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1937902.000000 Penalty: 3215.810059
	Iteration 22Q: 3 clusters Score -1937902 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1937918.000000 Penalty: 3215.810059
	Iteration 23Q: 3 clusters Score -1937918 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1937925.750000 Penalty: 3215.810059
	Iteration 24Q: 3 clusters Score -1937926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1937951.000000 Penalty: 3215.810059
	Iteration 25Q: 3 clusters Score -1937951 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1937969.500000 Penalty: 3215.810059
	Iteration 26Q: 3 clusters Score -1937970 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1937993.375000 Penalty: 3215.810059
	Iteration 27Q: 3 clusters Score -1937993 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1938016.250000 Penalty: 3215.810059
	Iteration 28Q: 3 clusters Score -1938016 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1938038.875000 Penalty: 3215.810059
	Iteration 29Q: 3 clusters Score -1938039 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1938066.750000 Penalty: 3215.810059
	Iteration 30Q: 3 clusters Score -1938067 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1938086.875000 Penalty: 3215.810059
	Iteration 31Q: 3 clusters Score -1938087 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1938123.750000 Penalty: 3215.810059
	Iteration 32Q: 3 clusters Score -1938124 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1938154.000000 Penalty: 3215.810059
	Iteration 33Q: 3 clusters Score -1938154 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1938173.000000 Penalty: 3215.810059
	Iteration 34Q: 3 clusters Score -1938173 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1938201.750000 Penalty: 3215.810059
	Iteration 35Q: 3 clusters Score -1938202 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1938218.250000 Penalty: 3215.810059
	Iteration 36Q: 3 clusters Score -1938218 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1938248.500000 Penalty: 3215.810059
	Iteration 37Q: 3 clusters Score -1938248 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1938281.625000 Penalty: 3215.810059
	Iteration 38Q: 3 clusters Score -1938282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1938323.750000 Penalty: 3215.810059
	Iteration 39Q: 3 clusters Score -1938324 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1938357.875000 Penalty: 3215.810059
	Iteration 40F: 3 clusters Score -1938358 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1938405.125000 Penalty: 3215.810059
	Iteration 41Q: 3 clusters Score -1938405 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1938459.500000 Penalty: 3215.810059
	Iteration 42Q: 3 clusters Score -1938460 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1938512.875000 Penalty: 3215.810059
	Iteration 43Q: 3 clusters Score -1938513 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1938574.375000 Penalty: 3215.810059
	Iteration 44Q: 3 clusters Score -1938574 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1938635.500000 Penalty: 3215.810059
	Iteration 45Q: 3 clusters Score -1938636 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1938705.875000 Penalty: 3215.810059
	Iteration 46Q: 3 clusters Score -1938706 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1938802.375000 Penalty: 3215.810059
	Iteration 47Q: 3 clusters Score -1938802 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1938914.000000 Penalty: 3215.810059
	Iteration 48Q: 3 clusters Score -1938914 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1939076.875000 Penalty: 3215.810059
	Iteration 49Q: 3 clusters Score -1939077 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1939251.750000 Penalty: 3215.810059
	Iteration 50Q: 3 clusters Score -1939252 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1939404.625000 Penalty: 3215.810059
	Iteration 51Q: 3 clusters Score -1939405 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1939530.750000 Penalty: 3215.810059
	Iteration 52Q: 3 clusters Score -1939531 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1939627.000000 Penalty: 3215.810059
	Iteration 53Q: 3 clusters Score -1939627 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1939706.375000 Penalty: 3215.810059
	Iteration 54Q: 3 clusters Score -1939706 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1939769.750000 Penalty: 3215.810059
	Iteration 55Q: 3 clusters Score -1939770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1939815.625000 Penalty: 3215.810059
	Iteration 56Q: 3 clusters Score -1939816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1939845.375000 Penalty: 3215.810059
	Iteration 57Q: 3 clusters Score -1939845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1939886.125000 Penalty: 3215.810059
	Iteration 58Q: 3 clusters Score -1939886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1939924.125000 Penalty: 3215.810059
	Iteration 59Q: 3 clusters Score -1939924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1939950.750000 Penalty: 3215.810059
	Iteration 60F: 3 clusters Score -1939951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1939968.375000 Penalty: 3215.810059
	Iteration 61Q: 3 clusters Score -1939968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1939990.875000 Penalty: 3215.810059
	Iteration 62Q: 3 clusters Score -1939991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1939995.875000 Penalty: 3215.810059
	Iteration 63Q: 3 clusters Score -1939996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1940008.875000 Penalty: 3215.810059
	Iteration 64Q: 3 clusters Score -1940009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1940018.625000 Penalty: 3215.810059
	Iteration 65Q: 3 clusters Score -1940019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1940016.250000 Penalty: 3215.810059
	Iteration 66Q: 3 clusters Score -1940016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1940021.375000 Penalty: 3215.810059
	Iteration 67Q: 3 clusters Score -1940021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1940028.625000 Penalty: 3215.810059
	Iteration 68Q: 3 clusters Score -1940029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1940031.750000 Penalty: 3215.810059
	Iteration 69Q: 3 clusters Score -1940032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1940037.250000 Penalty: 3215.810059
	Iteration 70Q: 3 clusters Score -1940037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1940039.750000 Penalty: 3215.810059
	Iteration 71Q: 3 clusters Score -1940040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1940047.250000 Penalty: 3215.810059
	Iteration 72Q: 3 clusters Score -1940047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1940048.000000 Penalty: 3215.810059
	Iteration 73Q: 3 clusters Score -1940048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1940053.125000 Penalty: 3215.810059
	Iteration 74Q: 3 clusters Score -1940053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1940058.625000 Penalty: 3215.810059
	Iteration 75Q: 3 clusters Score -1940059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1940060.625000 Penalty: 3215.810059
	Iteration 76Q: 3 clusters Score -1940061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1940059.500000 Penalty: 3215.810059
	Iteration 77Q: 3 clusters Score -1940060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1940062.875000 Penalty: 3215.810059
	Iteration 78Q: 3 clusters Score -1940063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1940063.250000 Penalty: 3215.810059
	Iteration 79Q: 3 clusters Score -1940063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1940064.250000 Penalty: 3215.810059
	Iteration 80F: 3 clusters Score -1940064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1940065.000000 Penalty: 3215.810059
	Iteration 81Q: 3 clusters Score -1940065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1940065.500000 Penalty: 3215.810059
	Iteration 82Q: 3 clusters Score -1940066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1940064.875000 Penalty: 3215.810059
	Iteration 83Q: 3 clusters Score -1940065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1940065.625000 Penalty: 3215.810059
	Iteration 84Q: 3 clusters Score -1940066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1940066.625000 Penalty: 3215.810059
	Iteration 85Q: 3 clusters Score -1940067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1940067.125000 Penalty: 3215.810059
	Iteration 86Q: 3 clusters Score -1940067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1940067.125000 Penalty: 3215.810059
	Iteration 87F: 3 clusters Score -1940067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23908 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 32110 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 49085 members 
Mstep: Class 18 contains 22658 members 
Mstep: Class 19 contains 33987 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39346 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37747 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36752 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787684.000000 Penalty: 98713.132812
Iteration 319Q: 47 clusters Score -4.978768e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 29406 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23910 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 31008 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 49076 members 
Mstep: Class 18 contains 22615 members 
Mstep: Class 19 contains 33990 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38928 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39341 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38925 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36747 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 4625 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786580.000000 Penalty: 98713.132812
Iteration 320F: 47 clusters Score -4.978658e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6505 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23907 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30079 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 49184 members 
Mstep: Class 18 contains 22573 members 
Mstep: Class 19 contains 34001 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38927 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5654 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39339 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39771 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36746 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4696 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785468.000000 Penalty: 98713.132812
Iteration 321Q: 47 clusters Score -4.978547e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6505 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23903 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 29540 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 49352 members 
Mstep: Class 18 contains 22515 members 
Mstep: Class 19 contains 34033 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39336 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 40131 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36746 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4788 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784720.000000 Penalty: 98713.132812
Iteration 322Q: 47 clusters Score -4.978472e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6504 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23905 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 29352 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 49487 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 34071 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38934 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5654 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39335 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 40149 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36745 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4863 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784324.000000 Penalty: 98713.132812
Iteration 323Q: 47 clusters Score -4.978432e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23907 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 29460 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 17 contains 49509 members 
Mstep: Class 18 contains 22448 members 
Mstep: Class 19 contains 34138 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39332 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 40014 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36738 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4897 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784428.000000 Penalty: 98713.132812
Iteration 324Q: 47 clusters Score -4.978443e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6501 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23907 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 29791 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5565 members 
Mstep: Class 17 contains 49500 members 
Mstep: Class 18 contains 22418 members 
Mstep: Class 19 contains 34157 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5649 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39329 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4957 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39713 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36740 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4921 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784584.000000 Penalty: 98713.132812
Iteration 325Q: 47 clusters Score -4.978458e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6499 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23906 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15601 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30277 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 49494 members 
Mstep: Class 18 contains 22380 members 
Mstep: Class 19 contains 34185 members 
Mstep: Class 20 contains 37956 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38934 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5647 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39329 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39300 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36728 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4918 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784884.000000 Penalty: 98713.132812
Iteration 326Q: 47 clusters Score -4.978488e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23906 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15601 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30872 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5560 members 
Mstep: Class 17 contains 49469 members 
Mstep: Class 18 contains 22342 members 
Mstep: Class 19 contains 34202 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5647 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39327 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38817 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36718 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4892 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785140.000000 Penalty: 98713.132812
Iteration 327Q: 47 clusters Score -4.978514e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23902 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 31522 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 49455 members 
Mstep: Class 18 contains 22303 members 
Mstep: Class 19 contains 34236 members 
Mstep: Class 20 contains 37956 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38931 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5646 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39328 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38260 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36717 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4860 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785444.000000 Penalty: 98713.132812
Iteration 328Q: 47 clusters Score -4.978544e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23904 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 32232 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 49385 members 
Mstep: Class 18 contains 22264 members 
Mstep: Class 19 contains 34247 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38931 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5646 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39327 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37726 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36708 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4805 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785852.000000 Penalty: 98713.132812
Iteration 329Q: 47 clusters Score -4.978585e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 29406 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23904 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 32961 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 49338 members 
Mstep: Class 18 contains 22234 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5646 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39326 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37155 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36701 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4749 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786092.000000 Penalty: 98713.132812
Iteration 330Q: 47 clusters Score -4.978609e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23905 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15600 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 33718 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 49276 members 
Mstep: Class 18 contains 22209 members 
Mstep: Class 19 contains 34244 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5646 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39320 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36552 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36698 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4708 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786548.000000 Penalty: 98713.132812
Iteration 331Q: 47 clusters Score -4.978655e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23903 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 34423 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 49236 members 
Mstep: Class 18 contains 22192 members 
Mstep: Class 19 contains 34218 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5646 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39317 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36005 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36701 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4652 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787064.000000 Penalty: 98713.132812
Iteration 332Q: 47 clusters Score -4.978706e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23904 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 35224 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 49164 members 
Mstep: Class 18 contains 22176 members 
Mstep: Class 19 contains 34210 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5647 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39316 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35369 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36712 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4592 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787604.000000 Penalty: 98713.132812
Iteration 333Q: 47 clusters Score -4.97876e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6492 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23905 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 36172 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49130 members 
Mstep: Class 18 contains 22165 members 
Mstep: Class 19 contains 34244 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38938 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5647 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39314 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34503 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36708 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4539 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787844.000000 Penalty: 98713.132812
Iteration 334Q: 47 clusters Score -4.978784e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6491 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23904 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 37124 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49111 members 
Mstep: Class 18 contains 22201 members 
Mstep: Class 19 contains 34353 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38939 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5646 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39313 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33490 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36709 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4492 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787852.000000 Penalty: 98713.132812
Iteration 335Q: 47 clusters Score -4.978785e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6491 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23902 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 37990 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 49107 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 19 contains 34566 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 5646 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39313 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32367 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36707 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4470 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787104.000000 Penalty: 98713.132812
Iteration 336Q: 47 clusters Score -4.97871e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6491 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15615 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 38818 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49110 members 
Mstep: Class 18 contains 22322 members 
Mstep: Class 19 contains 34806 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 5644 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39318 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31211 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36706 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4457 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786012.000000 Penalty: 98713.132812
Iteration 337Q: 47 clusters Score -4.978601e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6491 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 23900 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15616 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 39429 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 49085 members 
Mstep: Class 18 contains 22415 members 
Mstep: Class 19 contains 35082 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38951 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 5645 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39318 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30181 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36699 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4461 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784832.000000 Penalty: 98713.132812
Iteration 338Q: 47 clusters Score -4.978483e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6491 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15617 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 39713 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 49048 members 
Mstep: Class 18 contains 22533 members 
Mstep: Class 19 contains 35300 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38952 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 5650 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39315 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29474 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36700 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4467 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9349 members 
Mstep: Class 46 contains 19529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784028.000000 Penalty: 98713.132812
Iteration 339Q: 47 clusters Score -4.978403e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6491 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15621 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 39648 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 22640 members 
Mstep: Class 19 contains 35388 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 5653 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39317 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29154 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36700 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4484 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9350 members 
Mstep: Class 46 contains 19676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783676.000000 Penalty: 98713.132812
Iteration 340F: 47 clusters Score -4.978368e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6489 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 23900 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15623 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 49135 members 
Mstep: Class 18 contains 22733 members 
Mstep: Class 19 contains 35356 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 5657 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39318 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29166 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36714 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4498 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9351 members 
Mstep: Class 46 contains 19822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783600.000000 Penalty: 98713.132812
Iteration 341Q: 47 clusters Score -4.97836e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6489 members 
Mstep: Class 4 contains 29405 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15624 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38880 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5564 members 
Mstep: Class 17 contains 49170 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 35236 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39325 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4961 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29475 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36734 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4509 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9353 members 
Mstep: Class 46 contains 19960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783948.000000 Penalty: 98713.132812
Iteration 342Q: 47 clusters Score -4.978395e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6488 members 
Mstep: Class 4 contains 29405 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 23898 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15623 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38294 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 49196 members 
Mstep: Class 18 contains 22823 members 
Mstep: Class 19 contains 35085 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38937 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 5661 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39326 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4961 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29983 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36743 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4522 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9355 members 
Mstep: Class 46 contains 20087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784416.000000 Penalty: 98713.132812
Iteration 343Q: 47 clusters Score -4.978442e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6485 members 
Mstep: Class 4 contains 29405 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15622 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37662 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5572 members 
Mstep: Class 17 contains 49225 members 
Mstep: Class 18 contains 22836 members 
Mstep: Class 19 contains 34935 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38934 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4442 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39330 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4961 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30616 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36749 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4534 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9356 members 
Mstep: Class 46 contains 20178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784900.000000 Penalty: 98713.132812
Iteration 344Q: 47 clusters Score -4.97849e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6484 members 
Mstep: Class 4 contains 29405 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 23902 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15618 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 36988 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 49257 members 
Mstep: Class 18 contains 22840 members 
Mstep: Class 19 contains 34788 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4563 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4442 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39334 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4961 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31329 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36757 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4542 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9358 members 
Mstep: Class 46 contains 20236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785548.000000 Penalty: 98713.132812
Iteration 345Q: 47 clusters Score -4.978555e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6482 members 
Mstep: Class 4 contains 29404 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23904 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 36386 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 49268 members 
Mstep: Class 18 contains 22822 members 
Mstep: Class 19 contains 34612 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38926 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4564 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39332 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4962 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32053 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36770 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4547 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9358 members 
Mstep: Class 46 contains 20282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786012.000000 Penalty: 98713.132812
Iteration 346Q: 47 clusters Score -4.978601e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6481 members 
Mstep: Class 4 contains 29404 members 
Mstep: Class 5 contains 7309 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 35845 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5568 members 
Mstep: Class 17 contains 49262 members 
Mstep: Class 18 contains 22802 members 
Mstep: Class 19 contains 34421 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38926 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4564 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39330 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32805 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36773 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4547 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9358 members 
Mstep: Class 46 contains 20300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786412.000000 Penalty: 98713.132812
Iteration 347Q: 47 clusters Score -4.978641e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6481 members 
Mstep: Class 4 contains 29404 members 
Mstep: Class 5 contains 7308 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 35350 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 22780 members 
Mstep: Class 19 contains 34234 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38927 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39327 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33551 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36771 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4542 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9358 members 
Mstep: Class 46 contains 20295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786692.000000 Penalty: 98713.132812
Iteration 348Q: 47 clusters Score -4.978669e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6479 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7308 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34826 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 49212 members 
Mstep: Class 18 contains 22761 members 
Mstep: Class 19 contains 34104 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38927 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4566 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39323 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34308 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36777 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4538 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9359 members 
Mstep: Class 46 contains 20253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787180.000000 Penalty: 98713.132812
Iteration 349Q: 47 clusters Score -4.978718e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6475 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7309 members 
Mstep: Class 6 contains 23900 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 34271 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 22742 members 
Mstep: Class 19 contains 34010 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38926 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4568 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39327 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35071 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36766 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4527 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9360 members 
Mstep: Class 46 contains 20189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787904.000000 Penalty: 98713.132812
Iteration 350Q: 47 clusters Score -4.97879e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7309 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 33590 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 49203 members 
Mstep: Class 18 contains 22693 members 
Mstep: Class 19 contains 33927 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38928 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39332 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35953 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36769 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4528 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 20125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49788268.000000 Penalty: 98713.132812
Iteration 351Q: 47 clusters Score -4.978827e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7309 members 
Mstep: Class 6 contains 23897 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 32779 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 49187 members 
Mstep: Class 18 contains 22643 members 
Mstep: Class 19 contains 33870 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38927 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39331 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36945 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36769 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4547 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 20066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787956.000000 Penalty: 98713.132812
Iteration 352Q: 47 clusters Score -4.978796e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6473 members 
Mstep: Class 4 contains 29402 members 
Mstep: Class 5 contains 7309 members 
Mstep: Class 6 contains 23898 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 31800 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 49192 members 
Mstep: Class 18 contains 22604 members 
Mstep: Class 19 contains 33803 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39331 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38027 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36769 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4586 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 20033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787340.000000 Penalty: 98713.132812
Iteration 353Q: 47 clusters Score -4.978734e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6472 members 
Mstep: Class 4 contains 29402 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23896 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 22566 members 
Mstep: Class 19 contains 33766 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38932 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5657 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39328 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38923 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36775 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4642 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 20012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786228.000000 Penalty: 98713.132812
Iteration 354Q: 47 clusters Score -4.978623e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29402 members 
Mstep: Class 5 contains 7311 members 
Mstep: Class 6 contains 23897 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30256 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 49294 members 
Mstep: Class 18 contains 22532 members 
Mstep: Class 19 contains 33744 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5657 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39333 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39492 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36777 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4712 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 19996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785268.000000 Penalty: 98713.132812
Iteration 355Q: 47 clusters Score -4.978527e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15580 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 49416 members 
Mstep: Class 18 contains 22506 members 
Mstep: Class 19 contains 33727 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39339 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39672 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36782 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4778 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 19982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784668.000000 Penalty: 98713.132812
Iteration 356Q: 47 clusters Score -4.978467e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23900 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15582 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 29943 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 49506 members 
Mstep: Class 18 contains 22482 members 
Mstep: Class 19 contains 33721 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38937 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39340 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39580 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36787 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4809 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 19972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784480.000000 Penalty: 98713.132812
Iteration 357Q: 47 clusters Score -4.978448e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23900 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15582 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 49536 members 
Mstep: Class 18 contains 22450 members 
Mstep: Class 19 contains 33717 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5654 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39340 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39353 members 
Mstep: Class 37 contains 3559 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36788 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4843 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784480.000000 Penalty: 98713.132812
Iteration 358Q: 47 clusters Score -4.978448e+07 nChanged 1443
Entering ConstructFrom: 
Score: -49784480.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -327672.187500 Penalty: 1324.310303
	Iteration 0F: 2 clusters Score -327672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -324626.531250 Penalty: 2648.620605
	Iteration 0F: 3 clusters Score -324626.5 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -325410.593750 Penalty: 2648.620605
	Iteration 1F: 3 clusters Score -325410.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -325530.031250 Penalty: 2648.620605
	Iteration 2F: 3 clusters Score -325530 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -325620.500000 Penalty: 2648.620605
	Iteration 3Q: 3 clusters Score -325620.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -325708.843750 Penalty: 2648.620605
	Iteration 4Q: 3 clusters Score -325708.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -325771.875000 Penalty: 2648.620605
	Iteration 5Q: 3 clusters Score -325771.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -325833.562500 Penalty: 2648.620605
	Iteration 6Q: 3 clusters Score -325833.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -325892.187500 Penalty: 2648.620605
	Iteration 7Q: 3 clusters Score -325892.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -325945.656250 Penalty: 2648.620605
	Iteration 8Q: 3 clusters Score -325945.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -326007.375000 Penalty: 2648.620605
	Iteration 9Q: 3 clusters Score -326007.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -326076.125000 Penalty: 2648.620605
	Iteration 10Q: 3 clusters Score -326076.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -326169.562500 Penalty: 2648.620605
	Iteration 11Q: 3 clusters Score -326169.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -326271.781250 Penalty: 2648.620605
	Iteration 12Q: 3 clusters Score -326271.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -326392.000000 Penalty: 2648.620605
	Iteration 13Q: 3 clusters Score -326392 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -326507.531250 Penalty: 2648.620605
	Iteration 14Q: 3 clusters Score -326507.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -326605.656250 Penalty: 2648.620605
	Iteration 15Q: 3 clusters Score -326605.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -326672.750000 Penalty: 2648.620605
	Iteration 16Q: 3 clusters Score -326672.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -326720.906250 Penalty: 2648.620605
	Iteration 17Q: 3 clusters Score -326720.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -326759.468750 Penalty: 2648.620605
	Iteration 18Q: 3 clusters Score -326759.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -326786.500000 Penalty: 2648.620605
	Iteration 19Q: 3 clusters Score -326786.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -326800.218750 Penalty: 2648.620605
	Iteration 20F: 3 clusters Score -326800.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -326811.562500 Penalty: 2648.620605
	Iteration 21Q: 3 clusters Score -326811.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -326821.000000 Penalty: 2648.620605
	Iteration 22Q: 3 clusters Score -326821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -326834.187500 Penalty: 2648.620605
	Iteration 23Q: 3 clusters Score -326834.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -326846.687500 Penalty: 2648.620605
	Iteration 24Q: 3 clusters Score -326846.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -326853.718750 Penalty: 2648.620605
	Iteration 25Q: 3 clusters Score -326853.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -326861.187500 Penalty: 2648.620605
	Iteration 26Q: 3 clusters Score -326861.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -326868.718750 Penalty: 2648.620605
	Iteration 27Q: 3 clusters Score -326868.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -326875.062500 Penalty: 2648.620605
	Iteration 28Q: 3 clusters Score -326875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -326879.906250 Penalty: 2648.620605
	Iteration 29Q: 3 clusters Score -326879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -326881.968750 Penalty: 2648.620605
	Iteration 30Q: 3 clusters Score -326882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -326884.156250 Penalty: 2648.620605
	Iteration 31Q: 3 clusters Score -326884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -326885.375000 Penalty: 2648.620605
	Iteration 32Q: 3 clusters Score -326885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -326887.343750 Penalty: 2648.620605
	Iteration 33Q: 3 clusters Score -326887.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -326889.718750 Penalty: 2648.620605
	Iteration 34Q: 3 clusters Score -326889.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -326891.281250 Penalty: 2648.620605
	Iteration 35Q: 3 clusters Score -326891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -326894.000000 Penalty: 2648.620605
	Iteration 36Q: 3 clusters Score -326894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -326897.187500 Penalty: 2648.620605
	Iteration 37Q: 3 clusters Score -326897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -326899.718750 Penalty: 2648.620605
	Iteration 38Q: 3 clusters Score -326899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -326900.875000 Penalty: 2648.620605
	Iteration 39Q: 3 clusters Score -326900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -326902.000000 Penalty: 2648.620605
	Iteration 40F: 3 clusters Score -326902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -326902.093750 Penalty: 2648.620605
	Iteration 41Q: 3 clusters Score -326902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -326902.093750 Penalty: 2648.620605
	Iteration 42F: 3 clusters Score -326902.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -92324.117188 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -92324.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -90822.898438 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -90822.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -91443.093750 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -91443.09 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91744.710938 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -91744.71 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91948.343750 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -91948.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92091.625000 Penalty: 2302.101074
	Iteration 4F: 3 clusters Score -92091.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92196.562500 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -92196.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92293.578125 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -92293.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92326.437500 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -92326.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92336.773438 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -92336.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92344.406250 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -92344.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92347.703125 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -92347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92350.195312 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -92350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92356.093750 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -92356.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92357.015625 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -92357.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92357.679688 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -92357.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92357.679688 Penalty: 2302.101074
	Iteration 15F: 3 clusters Score -92357.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30571 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 49507 members 
Mstep: Class 18 contains 22425 members 
Mstep: Class 19 contains 33729 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38934 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39342 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38989 members 
Mstep: Class 37 contains 3557 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36792 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4848 members 
Mstep: Class 44 contains 5039 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19939 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
Score: -49783712.000000 Penalty: 100859.070312
Splitting cluster 2 changes total score from -49784480.000000 to -49783712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -603171.062500 Penalty: 1425.876099
	Iteration 0F: 2 clusters Score -603171.1 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 3262 members 
Entering Unmasked Estep 
Score: -598222.125000 Penalty: 2851.752197
	Iteration 0F: 3 clusters Score -598222.1 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -599671.312500 Penalty: 2851.752197
	Iteration 1F: 3 clusters Score -599671.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -600088.437500 Penalty: 2851.752197
	Iteration 2F: 3 clusters Score -600088.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -600621.125000 Penalty: 2851.752197
	Iteration 3F: 3 clusters Score -600621.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -601074.312500 Penalty: 2851.752197
	Iteration 4F: 3 clusters Score -601074.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -601373.187500 Penalty: 2851.752197
	Iteration 5F: 3 clusters Score -601373.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -601623.375000 Penalty: 2851.752197
	Iteration 6F: 3 clusters Score -601623.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -601863.312500 Penalty: 2851.752197
	Iteration 7Q: 3 clusters Score -601863.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -602089.187500 Penalty: 2851.752197
	Iteration 8Q: 3 clusters Score -602089.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -602284.375000 Penalty: 2851.752197
	Iteration 9Q: 3 clusters Score -602284.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -602432.250000 Penalty: 2851.752197
	Iteration 10Q: 3 clusters Score -602432.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -602550.000000 Penalty: 2851.752197
	Iteration 11Q: 3 clusters Score -602550 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -602626.812500 Penalty: 2851.752197
	Iteration 12Q: 3 clusters Score -602626.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -602685.187500 Penalty: 2851.752197
	Iteration 13Q: 3 clusters Score -602685.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -602736.625000 Penalty: 2851.752197
	Iteration 14Q: 3 clusters Score -602736.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -602781.500000 Penalty: 2851.752197
	Iteration 15Q: 3 clusters Score -602781.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -602816.000000 Penalty: 2851.752197
	Iteration 16Q: 3 clusters Score -602816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -602841.187500 Penalty: 2851.752197
	Iteration 17Q: 3 clusters Score -602841.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -602858.625000 Penalty: 2851.752197
	Iteration 18Q: 3 clusters Score -602858.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -602873.875000 Penalty: 2851.752197
	Iteration 19Q: 3 clusters Score -602873.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -602888.625000 Penalty: 2851.752197
	Iteration 20F: 3 clusters Score -602888.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -602896.750000 Penalty: 2851.752197
	Iteration 21Q: 3 clusters Score -602896.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -602904.500000 Penalty: 2851.752197
	Iteration 22Q: 3 clusters Score -602904.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -602910.062500 Penalty: 2851.752197
	Iteration 23Q: 3 clusters Score -602910.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -602914.187500 Penalty: 2851.752197
	Iteration 24Q: 3 clusters Score -602914.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -602917.125000 Penalty: 2851.752197
	Iteration 25Q: 3 clusters Score -602917.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -602922.687500 Penalty: 2851.752197
	Iteration 26Q: 3 clusters Score -602922.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -602928.312500 Penalty: 2851.752197
	Iteration 27Q: 3 clusters Score -602928.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -602932.187500 Penalty: 2851.752197
	Iteration 28Q: 3 clusters Score -602932.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -602938.187500 Penalty: 2851.752197
	Iteration 29Q: 3 clusters Score -602938.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -602941.437500 Penalty: 2851.752197
	Iteration 30Q: 3 clusters Score -602941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -602943.812500 Penalty: 2851.752197
	Iteration 31Q: 3 clusters Score -602943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -602947.187500 Penalty: 2851.752197
	Iteration 32Q: 3 clusters Score -602947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -602949.500000 Penalty: 2851.752197
	Iteration 33Q: 3 clusters Score -602949.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -602954.687500 Penalty: 2851.752197
	Iteration 34Q: 3 clusters Score -602954.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -602960.437500 Penalty: 2851.752197
	Iteration 35Q: 3 clusters Score -602960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -602960.750000 Penalty: 2851.752197
	Iteration 36Q: 3 clusters Score -602960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -602963.437500 Penalty: 2851.752197
	Iteration 37Q: 3 clusters Score -602963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -602965.000000 Penalty: 2851.752197
	Iteration 38Q: 3 clusters Score -602965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -602967.875000 Penalty: 2851.752197
	Iteration 39Q: 3 clusters Score -602967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -602969.125000 Penalty: 2851.752197
	Iteration 40F: 3 clusters Score -602969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -602968.375000 Penalty: 2851.752197
	Iteration 41Q: 3 clusters Score -602968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -602968.375000 Penalty: 2851.752197
	Iteration 42Q: 3 clusters Score -602968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -602970.062500 Penalty: 2851.752197
	Iteration 43Q: 3 clusters Score -602970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -602973.687500 Penalty: 2851.752197
	Iteration 44Q: 3 clusters Score -602973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -602973.562500 Penalty: 2851.752197
	Iteration 45Q: 3 clusters Score -602973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -602976.125000 Penalty: 2851.752197
	Iteration 46Q: 3 clusters Score -602976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -602977.562500 Penalty: 2851.752197
	Iteration 47Q: 3 clusters Score -602977.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -602979.000000 Penalty: 2851.752197
	Iteration 48Q: 3 clusters Score -602979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -602981.812500 Penalty: 2851.752197
	Iteration 49Q: 3 clusters Score -602981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -602983.562500 Penalty: 2851.752197
	Iteration 50Q: 3 clusters Score -602983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -602986.312500 Penalty: 2851.752197
	Iteration 51Q: 3 clusters Score -602986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -602986.437500 Penalty: 2851.752197
	Iteration 52Q: 3 clusters Score -602986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -602988.062500 Penalty: 2851.752197
	Iteration 53Q: 3 clusters Score -602988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -602990.625000 Penalty: 2851.752197
	Iteration 54Q: 3 clusters Score -602990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -602991.000000 Penalty: 2851.752197
	Iteration 55Q: 3 clusters Score -602991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -602992.562500 Penalty: 2851.752197
	Iteration 56Q: 3 clusters Score -602992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -602993.312500 Penalty: 2851.752197
	Iteration 57Q: 3 clusters Score -602993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -602993.312500 Penalty: 2851.752197
	Iteration 58F: 3 clusters Score -602993.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Entering Unmasked Estep 
Score: -2828674.000000 Penalty: 1671.927368
	Iteration 0F: 2 clusters Score -2828674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2808847.500000 Penalty: 3343.854736
	Iteration 0F: 3 clusters Score -2808848 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2816242.250000 Penalty: 3343.854736
	Iteration 1F: 3 clusters Score -2816242 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2816565.750000 Penalty: 3343.854736
	Iteration 2Q: 3 clusters Score -2816566 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2816884.750000 Penalty: 3343.854736
	Iteration 3Q: 3 clusters Score -2816885 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2817245.750000 Penalty: 3343.854736
	Iteration 4Q: 3 clusters Score -2817246 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2817667.750000 Penalty: 3343.854736
	Iteration 5Q: 3 clusters Score -2817668 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2818194.000000 Penalty: 3343.854736
	Iteration 6Q: 3 clusters Score -2818194 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2818881.000000 Penalty: 3343.854736
	Iteration 7Q: 3 clusters Score -2818881 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2819855.500000 Penalty: 3343.854736
	Iteration 8F: 3 clusters Score -2819856 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2821188.500000 Penalty: 3343.854736
	Iteration 9F: 3 clusters Score -2821188 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2822749.750000 Penalty: 3343.854736
	Iteration 10F: 3 clusters Score -2822750 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2824221.250000 Penalty: 3343.854736
	Iteration 11F: 3 clusters Score -2824221 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2825249.000000 Penalty: 3343.854736
	Iteration 12Q: 3 clusters Score -2825249 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2825856.750000 Penalty: 3343.854736
	Iteration 13Q: 3 clusters Score -2825857 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2826238.500000 Penalty: 3343.854736
	Iteration 14Q: 3 clusters Score -2826238 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2826502.500000 Penalty: 3343.854736
	Iteration 15Q: 3 clusters Score -2826502 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2826696.250000 Penalty: 3343.854736
	Iteration 16Q: 3 clusters Score -2826696 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2826824.000000 Penalty: 3343.854736
	Iteration 17Q: 3 clusters Score -2826824 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2826925.250000 Penalty: 3343.854736
	Iteration 18Q: 3 clusters Score -2826925 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2826980.250000 Penalty: 3343.854736
	Iteration 19Q: 3 clusters Score -2826980 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2827012.000000 Penalty: 3343.854736
	Iteration 20F: 3 clusters Score -2827012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2827034.750000 Penalty: 3343.854736
	Iteration 21Q: 3 clusters Score -2827035 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2827067.750000 Penalty: 3343.854736
	Iteration 22Q: 3 clusters Score -2827068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2827100.500000 Penalty: 3343.854736
	Iteration 23Q: 3 clusters Score -2827100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2827126.750000 Penalty: 3343.854736
	Iteration 24Q: 3 clusters Score -2827127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2827140.250000 Penalty: 3343.854736
	Iteration 25Q: 3 clusters Score -2827140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2827163.000000 Penalty: 3343.854736
	Iteration 26Q: 3 clusters Score -2827163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2827182.500000 Penalty: 3343.854736
	Iteration 27Q: 3 clusters Score -2827182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2827205.750000 Penalty: 3343.854736
	Iteration 28Q: 3 clusters Score -2827206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2827225.000000 Penalty: 3343.854736
	Iteration 29Q: 3 clusters Score -2827225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2827233.000000 Penalty: 3343.854736
	Iteration 30Q: 3 clusters Score -2827233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2827238.250000 Penalty: 3343.854736
	Iteration 31Q: 3 clusters Score -2827238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2827245.000000 Penalty: 3343.854736
	Iteration 32Q: 3 clusters Score -2827245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2827245.500000 Penalty: 3343.854736
	Iteration 33Q: 3 clusters Score -2827246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2827242.250000 Penalty: 3343.854736
	Iteration 34Q: 3 clusters Score -2827242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2827250.750000 Penalty: 3343.854736
	Iteration 35Q: 3 clusters Score -2827251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2827249.250000 Penalty: 3343.854736
	Iteration 36Q: 3 clusters Score -2827249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2827257.500000 Penalty: 3343.854736
	Iteration 37Q: 3 clusters Score -2827258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2827257.750000 Penalty: 3343.854736
	Iteration 38Q: 3 clusters Score -2827258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2827266.500000 Penalty: 3343.854736
	Iteration 39Q: 3 clusters Score -2827266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2827270.000000 Penalty: 3343.854736
	Iteration 40F: 3 clusters Score -2827270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2827269.000000 Penalty: 3343.854736
	Iteration 41Q: 3 clusters Score -2827269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2827269.750000 Penalty: 3343.854736
	Iteration 42Q: 3 clusters Score -2827270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2827270.250000 Penalty: 3343.854736
	Iteration 43Q: 3 clusters Score -2827270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2827271.500000 Penalty: 3343.854736
	Iteration 44Q: 3 clusters Score -2827272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2827272.250000 Penalty: 3343.854736
	Iteration 45Q: 3 clusters Score -2827272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2827274.000000 Penalty: 3343.854736
	Iteration 46Q: 3 clusters Score -2827274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2827271.750000 Penalty: 3343.854736
	Iteration 47Q: 3 clusters Score -2827272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2827273.500000 Penalty: 3343.854736
	Iteration 48Q: 3 clusters Score -2827274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2827276.250000 Penalty: 3343.854736
	Iteration 49Q: 3 clusters Score -2827276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2827277.750000 Penalty: 3343.854736
	Iteration 50Q: 3 clusters Score -2827278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2827275.500000 Penalty: 3343.854736
	Iteration 51Q: 3 clusters Score -2827276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2827278.500000 Penalty: 3343.854736
	Iteration 52Q: 3 clusters Score -2827278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2827282.500000 Penalty: 3343.854736
	Iteration 53Q: 3 clusters Score -2827282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2827283.500000 Penalty: 3343.854736
	Iteration 54Q: 3 clusters Score -2827284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2827286.000000 Penalty: 3343.854736
	Iteration 55Q: 3 clusters Score -2827286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2827283.750000 Penalty: 3343.854736
	Iteration 56Q: 3 clusters Score -2827284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2827284.000000 Penalty: 3343.854736
	Iteration 57Q: 3 clusters Score -2827284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2827279.500000 Penalty: 3343.854736
	Iteration 58Q: 3 clusters Score -2827280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2827281.000000 Penalty: 3343.854736
	Iteration 59Q: 3 clusters Score -2827281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2827286.250000 Penalty: 3343.854736
	Iteration 60F: 3 clusters Score -2827286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2827292.000000 Penalty: 3343.854736
	Iteration 61Q: 3 clusters Score -2827292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2827288.000000 Penalty: 3343.854736
	Iteration 62Q: 3 clusters Score -2827288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2827291.750000 Penalty: 3343.854736
	Iteration 63Q: 3 clusters Score -2827292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2827292.250000 Penalty: 3343.854736
	Iteration 64Q: 3 clusters Score -2827292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2827293.000000 Penalty: 3343.854736
	Iteration 65Q: 3 clusters Score -2827293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2827292.250000 Penalty: 3343.854736
	Iteration 66Q: 3 clusters Score -2827292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2827294.000000 Penalty: 3343.854736
	Iteration 67Q: 3 clusters Score -2827294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2827291.750000 Penalty: 3343.854736
	Iteration 68Q: 3 clusters Score -2827292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2827289.500000 Penalty: 3343.854736
	Iteration 69Q: 3 clusters Score -2827290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2827298.250000 Penalty: 3343.854736
	Iteration 70Q: 3 clusters Score -2827298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2827296.000000 Penalty: 3343.854736
	Iteration 71Q: 3 clusters Score -2827296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2827297.000000 Penalty: 3343.854736
	Iteration 72Q: 3 clusters Score -2827297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2827297.000000 Penalty: 3343.854736
	Iteration 73F: 3 clusters Score -2827297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -679804.625000 Penalty: 1445.762207
	Iteration 0F: 2 clusters Score -679804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -674351.187500 Penalty: 2891.524414
	Iteration 0F: 3 clusters Score -674351.2 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -676026.562500 Penalty: 2891.524414
	Iteration 1F: 3 clusters Score -676026.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -676214.062500 Penalty: 2891.524414
	Iteration 2F: 3 clusters Score -676214.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -676361.687500 Penalty: 2891.524414
	Iteration 3Q: 3 clusters Score -676361.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -676460.937500 Penalty: 2891.524414
	Iteration 4Q: 3 clusters Score -676460.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -676555.937500 Penalty: 2891.524414
	Iteration 5Q: 3 clusters Score -676555.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -676648.312500 Penalty: 2891.524414
	Iteration 6Q: 3 clusters Score -676648.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -676736.125000 Penalty: 2891.524414
	Iteration 7Q: 3 clusters Score -676736.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -676849.062500 Penalty: 2891.524414
	Iteration 8Q: 3 clusters Score -676849.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -676971.062500 Penalty: 2891.524414
	Iteration 9Q: 3 clusters Score -676971.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -677100.062500 Penalty: 2891.524414
	Iteration 10Q: 3 clusters Score -677100.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -677254.062500 Penalty: 2891.524414
	Iteration 11Q: 3 clusters Score -677254.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -677461.375000 Penalty: 2891.524414
	Iteration 12Q: 3 clusters Score -677461.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -677678.062500 Penalty: 2891.524414
	Iteration 13Q: 3 clusters Score -677678.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -677887.437500 Penalty: 2891.524414
	Iteration 14Q: 3 clusters Score -677887.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -678042.937500 Penalty: 2891.524414
	Iteration 15Q: 3 clusters Score -678042.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -678174.875000 Penalty: 2891.524414
	Iteration 16Q: 3 clusters Score -678174.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -678291.562500 Penalty: 2891.524414
	Iteration 17Q: 3 clusters Score -678291.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -678373.312500 Penalty: 2891.524414
	Iteration 18Q: 3 clusters Score -678373.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -678431.375000 Penalty: 2891.524414
	Iteration 19Q: 3 clusters Score -678431.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -678483.937500 Penalty: 2891.524414
	Iteration 20F: 3 clusters Score -678483.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -678512.187500 Penalty: 2891.524414
	Iteration 21Q: 3 clusters Score -678512.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -678533.812500 Penalty: 2891.524414
	Iteration 22Q: 3 clusters Score -678533.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -678549.437500 Penalty: 2891.524414
	Iteration 23Q: 3 clusters Score -678549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -678562.125000 Penalty: 2891.524414
	Iteration 24Q: 3 clusters Score -678562.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -678572.375000 Penalty: 2891.524414
	Iteration 25Q: 3 clusters Score -678572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -678582.562500 Penalty: 2891.524414
	Iteration 26Q: 3 clusters Score -678582.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -678592.437500 Penalty: 2891.524414
	Iteration 27Q: 3 clusters Score -678592.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -678601.562500 Penalty: 2891.524414
	Iteration 28Q: 3 clusters Score -678601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -678604.625000 Penalty: 2891.524414
	Iteration 29Q: 3 clusters Score -678604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -678607.937500 Penalty: 2891.524414
	Iteration 30Q: 3 clusters Score -678607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -678610.062500 Penalty: 2891.524414
	Iteration 31Q: 3 clusters Score -678610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -678615.437500 Penalty: 2891.524414
	Iteration 32Q: 3 clusters Score -678615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -678618.375000 Penalty: 2891.524414
	Iteration 33Q: 3 clusters Score -678618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -678620.875000 Penalty: 2891.524414
	Iteration 34Q: 3 clusters Score -678620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -678623.062500 Penalty: 2891.524414
	Iteration 35Q: 3 clusters Score -678623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -678625.562500 Penalty: 2891.524414
	Iteration 36Q: 3 clusters Score -678625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -678627.812500 Penalty: 2891.524414
	Iteration 37Q: 3 clusters Score -678627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -678626.625000 Penalty: 2891.524414
	Iteration 38Q: 3 clusters Score -678626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -678627.750000 Penalty: 2891.524414
	Iteration 39Q: 3 clusters Score -678627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -678628.625000 Penalty: 2891.524414
	Iteration 40F: 3 clusters Score -678628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -678628.625000 Penalty: 2891.524414
	Iteration 41Q: 3 clusters Score -678628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -678630.125000 Penalty: 2891.524414
	Iteration 42Q: 3 clusters Score -678630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -678631.562500 Penalty: 2891.524414
	Iteration 43Q: 3 clusters Score -678631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -678631.562500 Penalty: 2891.524414
	Iteration 44F: 3 clusters Score -678631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Entering Unmasked Estep 
Score: -2257513.500000 Penalty: 1638.258667
	Iteration 0F: 2 clusters Score -2257514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2241311.750000 Penalty: 3276.517334
	Iteration 0F: 3 clusters Score -2241312 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2247209.750000 Penalty: 3276.517334
	Iteration 1F: 3 clusters Score -2247210 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2247517.750000 Penalty: 3276.517334
	Iteration 2Q: 3 clusters Score -2247518 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2247813.500000 Penalty: 3276.517334
	Iteration 3Q: 3 clusters Score -2247814 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2248064.000000 Penalty: 3276.517334
	Iteration 4Q: 3 clusters Score -2248064 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2248286.500000 Penalty: 3276.517334
	Iteration 5Q: 3 clusters Score -2248286 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2248544.250000 Penalty: 3276.517334
	Iteration 6Q: 3 clusters Score -2248544 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2248812.750000 Penalty: 3276.517334
	Iteration 7Q: 3 clusters Score -2248813 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2249160.250000 Penalty: 3276.517334
	Iteration 8Q: 3 clusters Score -2249160 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2249561.750000 Penalty: 3276.517334
	Iteration 9Q: 3 clusters Score -2249562 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2250047.750000 Penalty: 3276.517334
	Iteration 10Q: 3 clusters Score -2250048 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2250644.750000 Penalty: 3276.517334
	Iteration 11Q: 3 clusters Score -2250645 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2251259.750000 Penalty: 3276.517334
	Iteration 12Q: 3 clusters Score -2251260 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2251852.500000 Penalty: 3276.517334
	Iteration 13Q: 3 clusters Score -2251852 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2252342.750000 Penalty: 3276.517334
	Iteration 14Q: 3 clusters Score -2252343 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2252645.500000 Penalty: 3276.517334
	Iteration 15Q: 3 clusters Score -2252646 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2252825.000000 Penalty: 3276.517334
	Iteration 16Q: 3 clusters Score -2252825 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2252960.000000 Penalty: 3276.517334
	Iteration 17Q: 3 clusters Score -2252960 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2253076.250000 Penalty: 3276.517334
	Iteration 18Q: 3 clusters Score -2253076 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2253157.750000 Penalty: 3276.517334
	Iteration 19Q: 3 clusters Score -2253158 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2253242.000000 Penalty: 3276.517334
	Iteration 20F: 3 clusters Score -2253242 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2253299.250000 Penalty: 3276.517334
	Iteration 21Q: 3 clusters Score -2253299 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2253355.500000 Penalty: 3276.517334
	Iteration 22Q: 3 clusters Score -2253356 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2253402.500000 Penalty: 3276.517334
	Iteration 23Q: 3 clusters Score -2253402 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2253452.250000 Penalty: 3276.517334
	Iteration 24Q: 3 clusters Score -2253452 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2253512.250000 Penalty: 3276.517334
	Iteration 25Q: 3 clusters Score -2253512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2253562.750000 Penalty: 3276.517334
	Iteration 26Q: 3 clusters Score -2253563 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2253619.000000 Penalty: 3276.517334
	Iteration 27Q: 3 clusters Score -2253619 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2253670.000000 Penalty: 3276.517334
	Iteration 28Q: 3 clusters Score -2253670 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2253720.500000 Penalty: 3276.517334
	Iteration 29Q: 3 clusters Score -2253720 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2253755.750000 Penalty: 3276.517334
	Iteration 30Q: 3 clusters Score -2253756 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2253790.250000 Penalty: 3276.517334
	Iteration 31Q: 3 clusters Score -2253790 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2253813.250000 Penalty: 3276.517334
	Iteration 32Q: 3 clusters Score -2253813 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2253848.000000 Penalty: 3276.517334
	Iteration 33Q: 3 clusters Score -2253848 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2253886.250000 Penalty: 3276.517334
	Iteration 34Q: 3 clusters Score -2253886 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2253922.000000 Penalty: 3276.517334
	Iteration 35Q: 3 clusters Score -2253922 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2253949.500000 Penalty: 3276.517334
	Iteration 36Q: 3 clusters Score -2253950 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2253972.750000 Penalty: 3276.517334
	Iteration 37Q: 3 clusters Score -2253973 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2254005.750000 Penalty: 3276.517334
	Iteration 38Q: 3 clusters Score -2254006 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2254031.500000 Penalty: 3276.517334
	Iteration 39Q: 3 clusters Score -2254032 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2254058.750000 Penalty: 3276.517334
	Iteration 40F: 3 clusters Score -2254059 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2254089.000000 Penalty: 3276.517334
	Iteration 41Q: 3 clusters Score -2254089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2254122.250000 Penalty: 3276.517334
	Iteration 42Q: 3 clusters Score -2254122 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2254161.000000 Penalty: 3276.517334
	Iteration 43Q: 3 clusters Score -2254161 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2254197.500000 Penalty: 3276.517334
	Iteration 44Q: 3 clusters Score -2254198 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2254239.250000 Penalty: 3276.517334
	Iteration 45Q: 3 clusters Score -2254239 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2254266.250000 Penalty: 3276.517334
	Iteration 46Q: 3 clusters Score -2254266 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2254301.000000 Penalty: 3276.517334
	Iteration 47Q: 3 clusters Score -2254301 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2254315.750000 Penalty: 3276.517334
	Iteration 48Q: 3 clusters Score -2254316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2254347.750000 Penalty: 3276.517334
	Iteration 49Q: 3 clusters Score -2254348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2254380.500000 Penalty: 3276.517334
	Iteration 50Q: 3 clusters Score -2254380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2254400.000000 Penalty: 3276.517334
	Iteration 51Q: 3 clusters Score -2254400 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2254418.250000 Penalty: 3276.517334
	Iteration 52Q: 3 clusters Score -2254418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2254423.250000 Penalty: 3276.517334
	Iteration 53Q: 3 clusters Score -2254423 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2254448.250000 Penalty: 3276.517334
	Iteration 54Q: 3 clusters Score -2254448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2254468.250000 Penalty: 3276.517334
	Iteration 55Q: 3 clusters Score -2254468 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2254498.000000 Penalty: 3276.517334
	Iteration 56Q: 3 clusters Score -2254498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2254514.750000 Penalty: 3276.517334
	Iteration 57Q: 3 clusters Score -2254515 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2254541.000000 Penalty: 3276.517334
	Iteration 58Q: 3 clusters Score -2254541 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2254557.750000 Penalty: 3276.517334
	Iteration 59Q: 3 clusters Score -2254558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2254576.750000 Penalty: 3276.517334
	Iteration 60F: 3 clusters Score -2254577 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2254586.500000 Penalty: 3276.517334
	Iteration 61Q: 3 clusters Score -2254586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2254611.000000 Penalty: 3276.517334
	Iteration 62Q: 3 clusters Score -2254611 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2254621.750000 Penalty: 3276.517334
	Iteration 63Q: 3 clusters Score -2254622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2254631.250000 Penalty: 3276.517334
	Iteration 64Q: 3 clusters Score -2254631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2254643.750000 Penalty: 3276.517334
	Iteration 65Q: 3 clusters Score -2254644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2254656.750000 Penalty: 3276.517334
	Iteration 66Q: 3 clusters Score -2254657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2254661.250000 Penalty: 3276.517334
	Iteration 67Q: 3 clusters Score -2254661 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2254666.500000 Penalty: 3276.517334
	Iteration 68Q: 3 clusters Score -2254666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2254675.000000 Penalty: 3276.517334
	Iteration 69Q: 3 clusters Score -2254675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2254681.250000 Penalty: 3276.517334
	Iteration 70Q: 3 clusters Score -2254681 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2254693.250000 Penalty: 3276.517334
	Iteration 71Q: 3 clusters Score -2254693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2254693.750000 Penalty: 3276.517334
	Iteration 72Q: 3 clusters Score -2254694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2254703.000000 Penalty: 3276.517334
	Iteration 73Q: 3 clusters Score -2254703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2254715.750000 Penalty: 3276.517334
	Iteration 74Q: 3 clusters Score -2254716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2254722.500000 Penalty: 3276.517334
	Iteration 75Q: 3 clusters Score -2254722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2254738.750000 Penalty: 3276.517334
	Iteration 76Q: 3 clusters Score -2254739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2254754.000000 Penalty: 3276.517334
	Iteration 77Q: 3 clusters Score -2254754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2254762.000000 Penalty: 3276.517334
	Iteration 78Q: 3 clusters Score -2254762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2254769.250000 Penalty: 3276.517334
	Iteration 79Q: 3 clusters Score -2254769 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2254791.250000 Penalty: 3276.517334
	Iteration 80F: 3 clusters Score -2254791 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2254810.500000 Penalty: 3276.517334
	Iteration 81Q: 3 clusters Score -2254810 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2254828.750000 Penalty: 3276.517334
	Iteration 82Q: 3 clusters Score -2254829 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2254853.750000 Penalty: 3276.517334
	Iteration 83Q: 3 clusters Score -2254854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2254886.250000 Penalty: 3276.517334
	Iteration 84Q: 3 clusters Score -2254886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2254908.500000 Penalty: 3276.517334
	Iteration 85Q: 3 clusters Score -2254908 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2254932.250000 Penalty: 3276.517334
	Iteration 86Q: 3 clusters Score -2254932 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2254966.000000 Penalty: 3276.517334
	Iteration 87Q: 3 clusters Score -2254966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2254995.250000 Penalty: 3276.517334
	Iteration 88Q: 3 clusters Score -2254995 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2255028.250000 Penalty: 3276.517334
	Iteration 89Q: 3 clusters Score -2255028 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2255073.000000 Penalty: 3276.517334
	Iteration 90Q: 3 clusters Score -2255073 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2255091.250000 Penalty: 3276.517334
	Iteration 91Q: 3 clusters Score -2255091 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2255129.750000 Penalty: 3276.517334
	Iteration 92Q: 3 clusters Score -2255130 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2255157.250000 Penalty: 3276.517334
	Iteration 93Q: 3 clusters Score -2255157 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2255180.250000 Penalty: 3276.517334
	Iteration 94Q: 3 clusters Score -2255180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2255212.500000 Penalty: 3276.517334
	Iteration 95Q: 3 clusters Score -2255212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2255230.250000 Penalty: 3276.517334
	Iteration 96Q: 3 clusters Score -2255230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2255250.750000 Penalty: 3276.517334
	Iteration 97Q: 3 clusters Score -2255251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2255279.750000 Penalty: 3276.517334
	Iteration 98Q: 3 clusters Score -2255280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2255312.250000 Penalty: 3276.517334
	Iteration 99Q: 3 clusters Score -2255312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2255328.750000 Penalty: 3276.517334
	Iteration 100F: 3 clusters Score -2255329 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2255347.500000 Penalty: 3276.517334
	Iteration 101Q: 3 clusters Score -2255348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2255371.500000 Penalty: 3276.517334
	Iteration 102Q: 3 clusters Score -2255372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2255394.000000 Penalty: 3276.517334
	Iteration 103Q: 3 clusters Score -2255394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2255408.250000 Penalty: 3276.517334
	Iteration 104Q: 3 clusters Score -2255408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2255426.250000 Penalty: 3276.517334
	Iteration 105Q: 3 clusters Score -2255426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2255449.750000 Penalty: 3276.517334
	Iteration 106Q: 3 clusters Score -2255450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2255466.000000 Penalty: 3276.517334
	Iteration 107Q: 3 clusters Score -2255466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2255485.000000 Penalty: 3276.517334
	Iteration 108Q: 3 clusters Score -2255485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2255494.500000 Penalty: 3276.517334
	Iteration 109Q: 3 clusters Score -2255494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2255503.250000 Penalty: 3276.517334
	Iteration 110Q: 3 clusters Score -2255503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2255514.500000 Penalty: 3276.517334
	Iteration 111Q: 3 clusters Score -2255514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2255530.500000 Penalty: 3276.517334
	Iteration 112Q: 3 clusters Score -2255530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2255545.000000 Penalty: 3276.517334
	Iteration 113Q: 3 clusters Score -2255545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2255552.750000 Penalty: 3276.517334
	Iteration 114Q: 3 clusters Score -2255553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2255558.000000 Penalty: 3276.517334
	Iteration 115Q: 3 clusters Score -2255558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2255574.000000 Penalty: 3276.517334
	Iteration 116Q: 3 clusters Score -2255574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2255582.750000 Penalty: 3276.517334
	Iteration 117Q: 3 clusters Score -2255583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2255590.750000 Penalty: 3276.517334
	Iteration 118Q: 3 clusters Score -2255591 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2255598.250000 Penalty: 3276.517334
	Iteration 119Q: 3 clusters Score -2255598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2255628.250000 Penalty: 3276.517334
	Iteration 120F: 3 clusters Score -2255628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2255636.500000 Penalty: 3276.517334
	Iteration 121Q: 3 clusters Score -2255636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2255651.250000 Penalty: 3276.517334
	Iteration 122Q: 3 clusters Score -2255651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2255663.250000 Penalty: 3276.517334
	Iteration 123Q: 3 clusters Score -2255663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2255674.000000 Penalty: 3276.517334
	Iteration 124Q: 3 clusters Score -2255674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2255677.500000 Penalty: 3276.517334
	Iteration 125Q: 3 clusters Score -2255678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2255681.250000 Penalty: 3276.517334
	Iteration 126Q: 3 clusters Score -2255681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2255687.750000 Penalty: 3276.517334
	Iteration 127Q: 3 clusters Score -2255688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2255701.500000 Penalty: 3276.517334
	Iteration 128Q: 3 clusters Score -2255702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2255711.250000 Penalty: 3276.517334
	Iteration 129Q: 3 clusters Score -2255711 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2255723.000000 Penalty: 3276.517334
	Iteration 130Q: 3 clusters Score -2255723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2255733.500000 Penalty: 3276.517334
	Iteration 131Q: 3 clusters Score -2255734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2255747.500000 Penalty: 3276.517334
	Iteration 132Q: 3 clusters Score -2255748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2255746.500000 Penalty: 3276.517334
	Iteration 133Q: 3 clusters Score -2255746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2255752.000000 Penalty: 3276.517334
	Iteration 134Q: 3 clusters Score -2255752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2255756.000000 Penalty: 3276.517334
	Iteration 135Q: 3 clusters Score -2255756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2255758.750000 Penalty: 3276.517334
	Iteration 136Q: 3 clusters Score -2255759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2255765.250000 Penalty: 3276.517334
	Iteration 137Q: 3 clusters Score -2255765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2255776.750000 Penalty: 3276.517334
	Iteration 138Q: 3 clusters Score -2255777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2255787.750000 Penalty: 3276.517334
	Iteration 139Q: 3 clusters Score -2255788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2255794.250000 Penalty: 3276.517334
	Iteration 140F: 3 clusters Score -2255794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2255803.500000 Penalty: 3276.517334
	Iteration 141Q: 3 clusters Score -2255804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2255802.750000 Penalty: 3276.517334
	Iteration 142Q: 3 clusters Score -2255803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2255803.000000 Penalty: 3276.517334
	Iteration 143Q: 3 clusters Score -2255803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2255808.750000 Penalty: 3276.517334
	Iteration 144Q: 3 clusters Score -2255809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2255812.250000 Penalty: 3276.517334
	Iteration 145Q: 3 clusters Score -2255812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2255817.500000 Penalty: 3276.517334
	Iteration 146Q: 3 clusters Score -2255818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2255821.500000 Penalty: 3276.517334
	Iteration 147Q: 3 clusters Score -2255822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2255828.250000 Penalty: 3276.517334
	Iteration 148Q: 3 clusters Score -2255828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2255836.750000 Penalty: 3276.517334
	Iteration 149Q: 3 clusters Score -2255837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2255854.000000 Penalty: 3276.517334
	Iteration 150Q: 3 clusters Score -2255854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2255854.750000 Penalty: 3276.517334
	Iteration 151Q: 3 clusters Score -2255855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2255861.750000 Penalty: 3276.517334
	Iteration 152Q: 3 clusters Score -2255862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2255874.250000 Penalty: 3276.517334
	Iteration 153Q: 3 clusters Score -2255874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2255886.000000 Penalty: 3276.517334
	Iteration 154Q: 3 clusters Score -2255886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2255888.250000 Penalty: 3276.517334
	Iteration 155Q: 3 clusters Score -2255888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2255894.250000 Penalty: 3276.517334
	Iteration 156Q: 3 clusters Score -2255894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2255897.250000 Penalty: 3276.517334
	Iteration 157Q: 3 clusters Score -2255897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2255903.500000 Penalty: 3276.517334
	Iteration 158Q: 3 clusters Score -2255904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2255905.750000 Penalty: 3276.517334
	Iteration 159Q: 3 clusters Score -2255906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2255908.000000 Penalty: 3276.517334
	Iteration 160F: 3 clusters Score -2255908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2255911.000000 Penalty: 3276.517334
	Iteration 161Q: 3 clusters Score -2255911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2255917.000000 Penalty: 3276.517334
	Iteration 162Q: 3 clusters Score -2255917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2255922.250000 Penalty: 3276.517334
	Iteration 163Q: 3 clusters Score -2255922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2255934.500000 Penalty: 3276.517334
	Iteration 164Q: 3 clusters Score -2255934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2255945.500000 Penalty: 3276.517334
	Iteration 165Q: 3 clusters Score -2255946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2255942.750000 Penalty: 3276.517334
	Iteration 166Q: 3 clusters Score -2255943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2255943.250000 Penalty: 3276.517334
	Iteration 167Q: 3 clusters Score -2255943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2255946.250000 Penalty: 3276.517334
	Iteration 168Q: 3 clusters Score -2255946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2255954.250000 Penalty: 3276.517334
	Iteration 169Q: 3 clusters Score -2255954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2255956.250000 Penalty: 3276.517334
	Iteration 170Q: 3 clusters Score -2255956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2255960.000000 Penalty: 3276.517334
	Iteration 171Q: 3 clusters Score -2255960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2255964.250000 Penalty: 3276.517334
	Iteration 172Q: 3 clusters Score -2255964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2255961.750000 Penalty: 3276.517334
	Iteration 173Q: 3 clusters Score -2255962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2255966.750000 Penalty: 3276.517334
	Iteration 174Q: 3 clusters Score -2255967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2255967.000000 Penalty: 3276.517334
	Iteration 175Q: 3 clusters Score -2255967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2255968.500000 Penalty: 3276.517334
	Iteration 176Q: 3 clusters Score -2255968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2255972.500000 Penalty: 3276.517334
	Iteration 177Q: 3 clusters Score -2255972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2255970.250000 Penalty: 3276.517334
	Iteration 178Q: 3 clusters Score -2255970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2255977.250000 Penalty: 3276.517334
	Iteration 179Q: 3 clusters Score -2255977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2255976.750000 Penalty: 3276.517334
	Iteration 180F: 3 clusters Score -2255977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2255977.750000 Penalty: 3276.517334
	Iteration 181Q: 3 clusters Score -2255978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2255977.500000 Penalty: 3276.517334
	Iteration 182Q: 3 clusters Score -2255978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2255974.750000 Penalty: 3276.517334
	Iteration 183Q: 3 clusters Score -2255975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2255974.750000 Penalty: 3276.517334
	Iteration 184Q: 3 clusters Score -2255975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2255977.500000 Penalty: 3276.517334
	Iteration 185Q: 3 clusters Score -2255978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2255976.250000 Penalty: 3276.517334
	Iteration 186Q: 3 clusters Score -2255976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2255981.250000 Penalty: 3276.517334
	Iteration 187Q: 3 clusters Score -2255981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2255979.500000 Penalty: 3276.517334
	Iteration 188Q: 3 clusters Score -2255980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2255979.250000 Penalty: 3276.517334
	Iteration 189Q: 3 clusters Score -2255979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2255981.750000 Penalty: 3276.517334
	Iteration 190Q: 3 clusters Score -2255982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2255981.000000 Penalty: 3276.517334
	Iteration 191Q: 3 clusters Score -2255981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2255982.500000 Penalty: 3276.517334
	Iteration 192Q: 3 clusters Score -2255982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2255983.750000 Penalty: 3276.517334
	Iteration 193Q: 3 clusters Score -2255984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2255981.250000 Penalty: 3276.517334
	Iteration 194Q: 3 clusters Score -2255981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2255979.250000 Penalty: 3276.517334
	Iteration 195Q: 3 clusters Score -2255979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2255979.000000 Penalty: 3276.517334
	Iteration 196Q: 3 clusters Score -2255979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2255979.000000 Penalty: 3276.517334
	Iteration 197F: 3 clusters Score -2255979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Entering Unmasked Estep 
Score: -1836559.625000 Penalty: 1607.502930
	Iteration 0F: 2 clusters Score -1836560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1823175.000000 Penalty: 3215.005859
	Iteration 0F: 3 clusters Score -1823175 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1827994.000000 Penalty: 3215.005859
	Iteration 1F: 3 clusters Score -1827994 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1828249.125000 Penalty: 3215.005859
	Iteration 2Q: 3 clusters Score -1828249 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1828453.250000 Penalty: 3215.005859
	Iteration 3Q: 3 clusters Score -1828453 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1828620.500000 Penalty: 3215.005859
	Iteration 4Q: 3 clusters Score -1828620 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1828783.250000 Penalty: 3215.005859
	Iteration 5Q: 3 clusters Score -1828783 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1828949.000000 Penalty: 3215.005859
	Iteration 6Q: 3 clusters Score -1828949 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1829122.750000 Penalty: 3215.005859
	Iteration 7Q: 3 clusters Score -1829123 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1829364.250000 Penalty: 3215.005859
	Iteration 8Q: 3 clusters Score -1829364 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1829686.750000 Penalty: 3215.005859
	Iteration 9Q: 3 clusters Score -1829687 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1830161.250000 Penalty: 3215.005859
	Iteration 10Q: 3 clusters Score -1830161 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1830816.875000 Penalty: 3215.005859
	Iteration 11F: 3 clusters Score -1830817 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1831692.500000 Penalty: 3215.005859
	Iteration 12F: 3 clusters Score -1831692 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1832691.625000 Penalty: 3215.005859
	Iteration 13F: 3 clusters Score -1832692 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1833642.250000 Penalty: 3215.005859
	Iteration 14F: 3 clusters Score -1833642 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1834337.250000 Penalty: 3215.005859
	Iteration 15Q: 3 clusters Score -1834337 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1834726.125000 Penalty: 3215.005859
	Iteration 16Q: 3 clusters Score -1834726 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1834929.000000 Penalty: 3215.005859
	Iteration 17Q: 3 clusters Score -1834929 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1835037.500000 Penalty: 3215.005859
	Iteration 18Q: 3 clusters Score -1835038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1835081.250000 Penalty: 3215.005859
	Iteration 19Q: 3 clusters Score -1835081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1835114.875000 Penalty: 3215.005859
	Iteration 20F: 3 clusters Score -1835115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1835121.250000 Penalty: 3215.005859
	Iteration 21Q: 3 clusters Score -1835121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1835127.500000 Penalty: 3215.005859
	Iteration 22Q: 3 clusters Score -1835128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1835127.500000 Penalty: 3215.005859
	Iteration 23F: 3 clusters Score -1835128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -245572.062500 Penalty: 1282.280518
	Iteration 0F: 2 clusters Score -245572.1 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 1343 members 
Entering Unmasked Estep 
Score: -243112.015625 Penalty: 2564.561035
	Iteration 0F: 3 clusters Score -243112 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -243811.296875 Penalty: 2564.561035
	Iteration 1F: 3 clusters Score -243811.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -244075.062500 Penalty: 2564.561035
	Iteration 2F: 3 clusters Score -244075.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -244291.687500 Penalty: 2564.561035
	Iteration 3F: 3 clusters Score -244291.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -244412.875000 Penalty: 2564.561035
	Iteration 4F: 3 clusters Score -244412.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -244489.437500 Penalty: 2564.561035
	Iteration 5Q: 3 clusters Score -244489.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -244568.234375 Penalty: 2564.561035
	Iteration 6Q: 3 clusters Score -244568.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -244645.718750 Penalty: 2564.561035
	Iteration 7Q: 3 clusters Score -244645.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -244732.234375 Penalty: 2564.561035
	Iteration 8Q: 3 clusters Score -244732.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -244799.937500 Penalty: 2564.561035
	Iteration 9Q: 3 clusters Score -244799.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -244854.625000 Penalty: 2564.561035
	Iteration 10Q: 3 clusters Score -244854.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -244899.156250 Penalty: 2564.561035
	Iteration 11Q: 3 clusters Score -244899.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -244933.296875 Penalty: 2564.561035
	Iteration 12Q: 3 clusters Score -244933.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -244959.062500 Penalty: 2564.561035
	Iteration 13Q: 3 clusters Score -244959.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -244971.625000 Penalty: 2564.561035
	Iteration 14Q: 3 clusters Score -244971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -244980.796875 Penalty: 2564.561035
	Iteration 15Q: 3 clusters Score -244980.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -244992.093750 Penalty: 2564.561035
	Iteration 16Q: 3 clusters Score -244992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -245000.437500 Penalty: 2564.561035
	Iteration 17Q: 3 clusters Score -245000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -245007.765625 Penalty: 2564.561035
	Iteration 18Q: 3 clusters Score -245007.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -245011.078125 Penalty: 2564.561035
	Iteration 19Q: 3 clusters Score -245011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -245013.421875 Penalty: 2564.561035
	Iteration 20F: 3 clusters Score -245013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -245013.546875 Penalty: 2564.561035
	Iteration 21Q: 3 clusters Score -245013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -245013.546875 Penalty: 2564.561035
	Iteration 22F: 3 clusters Score -245013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -162363.843750 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -162363.8 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: -160421.453125 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -160421.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160796.078125 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -160796.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -160904.500000 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -160904.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160978.437500 Penalty: 2437.312744
	Iteration 3Q: 3 clusters Score -160978.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -161045.171875 Penalty: 2437.312744
	Iteration 4Q: 3 clusters Score -161045.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -161104.031250 Penalty: 2437.312744
	Iteration 5Q: 3 clusters Score -161104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -161166.890625 Penalty: 2437.312744
	Iteration 6Q: 3 clusters Score -161166.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -161215.781250 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -161215.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -161256.328125 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -161256.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161298.468750 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -161298.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161328.781250 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -161328.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -161361.000000 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -161361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161385.640625 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -161385.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -161411.234375 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -161411.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161434.984375 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -161435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161446.890625 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -161446.9 nChanged 13
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: -161453.515625 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -161453.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -161460.812500 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -161460.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -161469.640625 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -161469.6 nChanged 17
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: -161487.812500 Penalty: 2437.312744
	Iteration 19Q: 3 clusters Score -161487.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -161513.500000 Penalty: 2437.312744
	Iteration 20F: 3 clusters Score -161513.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161557.421875 Penalty: 2437.312744
	Iteration 21Q: 3 clusters Score -161557.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161627.281250 Penalty: 2437.312744
	Iteration 22Q: 3 clusters Score -161627.3 nChanged 49
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: -161750.875000 Penalty: 2437.312744
	Iteration 23Q: 3 clusters Score -161750.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -161919.906250 Penalty: 2437.312744
	Iteration 24Q: 3 clusters Score -161919.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162007.046875 Penalty: 2437.312744
	Iteration 25Q: 3 clusters Score -162007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -162111.578125 Penalty: 2437.312744
	Iteration 26Q: 3 clusters Score -162111.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -162273.687500 Penalty: 2437.312744
	Iteration 27Q: 3 clusters Score -162273.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -162372.671875 Penalty: 2437.312744
	Iteration 28Q: 3 clusters Score -162372.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162406.734375 Penalty: 2437.312744
	Iteration 29Q: 3 clusters Score -162406.7 nChanged 5
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: -162413.218750 Penalty: 2437.312744
	Iteration 30Q: 3 clusters Score -162413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -162415.937500 Penalty: 2437.312744
	Iteration 31Q: 3 clusters Score -162415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -162416.984375 Penalty: 2437.312744
	Iteration 32Q: 3 clusters Score -162417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -162416.984375 Penalty: 2437.312744
	Iteration 33F: 3 clusters Score -162417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30571 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 49507 members 
Mstep: Class 18 contains 22425 members 
Mstep: Class 19 contains 33729 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38934 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39342 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38989 members 
Mstep: Class 37 contains 3557 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36792 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4848 members 
Mstep: Class 44 contains 5039 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19939 members 
Mstep: Class 47 contains 874 members 
Entering Unmasked Estep 
Score: -49783896.000000 Penalty: 100859.070312
Splitting cluster 9 changes total score from -49784480.000000 to -49783896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -139434.718750 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139434.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -139784.578125 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139784.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139904.656250 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139904.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -139977.578125 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -139977.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -140015.265625 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -140015.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -140038.906250 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -140038.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -140067.203125 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -140067.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140103.046875 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -140103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140121.406250 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -140121.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140134.859375 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -140134.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -140145.281250 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -140145.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -140151.609375 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -140151.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140161.859375 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -140161.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140173.125000 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -140173.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140184.593750 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -140184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140193.390625 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -140193.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140199.328125 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -140199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -140202.406250 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -140202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140205.234375 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -140205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140207.062500 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -140207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140209.312500 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -140209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140209.812500 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -140209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140210.546875 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -140210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140210.546875 Penalty: 2388.081787
	Iteration 23F: 3 clusters Score -140210.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Entering Unmasked Estep 
Score: -1497846.375000 Penalty: 1568.764526
	Iteration 0F: 2 clusters Score -1497846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1487092.250000 Penalty: 3137.529053
	Iteration 0F: 3 clusters Score -1487092 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1490787.125000 Penalty: 3137.529053
	Iteration 1F: 3 clusters Score -1490787 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1491097.000000 Penalty: 3137.529053
	Iteration 2F: 3 clusters Score -1491097 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1491432.250000 Penalty: 3137.529053
	Iteration 3Q: 3 clusters Score -1491432 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1491829.875000 Penalty: 3137.529053
	Iteration 4F: 3 clusters Score -1491830 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1492303.875000 Penalty: 3137.529053
	Iteration 5F: 3 clusters Score -1492304 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1492790.750000 Penalty: 3137.529053
	Iteration 6F: 3 clusters Score -1492791 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1493307.125000 Penalty: 3137.529053
	Iteration 7F: 3 clusters Score -1493307 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1493767.125000 Penalty: 3137.529053
	Iteration 8F: 3 clusters Score -1493767 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1494196.250000 Penalty: 3137.529053
	Iteration 9Q: 3 clusters Score -1494196 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1494584.500000 Penalty: 3137.529053
	Iteration 10Q: 3 clusters Score -1494584 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1494982.375000 Penalty: 3137.529053
	Iteration 11Q: 3 clusters Score -1494982 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1495344.125000 Penalty: 3137.529053
	Iteration 12Q: 3 clusters Score -1495344 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1495619.500000 Penalty: 3137.529053
	Iteration 13Q: 3 clusters Score -1495620 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1495776.875000 Penalty: 3137.529053
	Iteration 14Q: 3 clusters Score -1495777 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1495875.750000 Penalty: 3137.529053
	Iteration 15Q: 3 clusters Score -1495876 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1495940.250000 Penalty: 3137.529053
	Iteration 16Q: 3 clusters Score -1495940 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1495988.500000 Penalty: 3137.529053
	Iteration 17Q: 3 clusters Score -1495988 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1496027.625000 Penalty: 3137.529053
	Iteration 18Q: 3 clusters Score -1496028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1496058.375000 Penalty: 3137.529053
	Iteration 19Q: 3 clusters Score -1496058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1496084.875000 Penalty: 3137.529053
	Iteration 20F: 3 clusters Score -1496085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1496108.250000 Penalty: 3137.529053
	Iteration 21Q: 3 clusters Score -1496108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1496130.375000 Penalty: 3137.529053
	Iteration 22Q: 3 clusters Score -1496130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1496148.500000 Penalty: 3137.529053
	Iteration 23Q: 3 clusters Score -1496148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1496167.875000 Penalty: 3137.529053
	Iteration 24Q: 3 clusters Score -1496168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1496186.250000 Penalty: 3137.529053
	Iteration 25Q: 3 clusters Score -1496186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1496201.250000 Penalty: 3137.529053
	Iteration 26Q: 3 clusters Score -1496201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1496215.125000 Penalty: 3137.529053
	Iteration 27Q: 3 clusters Score -1496215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1496226.875000 Penalty: 3137.529053
	Iteration 28Q: 3 clusters Score -1496227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1496243.250000 Penalty: 3137.529053
	Iteration 29Q: 3 clusters Score -1496243 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1496258.625000 Penalty: 3137.529053
	Iteration 30Q: 3 clusters Score -1496259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1496274.500000 Penalty: 3137.529053
	Iteration 31Q: 3 clusters Score -1496274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1496285.000000 Penalty: 3137.529053
	Iteration 32Q: 3 clusters Score -1496285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1496288.875000 Penalty: 3137.529053
	Iteration 33Q: 3 clusters Score -1496289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1496290.000000 Penalty: 3137.529053
	Iteration 34Q: 3 clusters Score -1496290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1496291.875000 Penalty: 3137.529053
	Iteration 35Q: 3 clusters Score -1496292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1496298.750000 Penalty: 3137.529053
	Iteration 36Q: 3 clusters Score -1496299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1496303.000000 Penalty: 3137.529053
	Iteration 37Q: 3 clusters Score -1496303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1496306.875000 Penalty: 3137.529053
	Iteration 38Q: 3 clusters Score -1496307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1496310.125000 Penalty: 3137.529053
	Iteration 39Q: 3 clusters Score -1496310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1496318.500000 Penalty: 3137.529053
	Iteration 40F: 3 clusters Score -1496318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1496330.500000 Penalty: 3137.529053
	Iteration 41Q: 3 clusters Score -1496330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1496350.000000 Penalty: 3137.529053
	Iteration 42Q: 3 clusters Score -1496350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1496363.375000 Penalty: 3137.529053
	Iteration 43Q: 3 clusters Score -1496363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1496375.500000 Penalty: 3137.529053
	Iteration 44Q: 3 clusters Score -1496376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1496389.000000 Penalty: 3137.529053
	Iteration 45Q: 3 clusters Score -1496389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1496402.125000 Penalty: 3137.529053
	Iteration 46Q: 3 clusters Score -1496402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1496414.625000 Penalty: 3137.529053
	Iteration 47Q: 3 clusters Score -1496415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1496426.625000 Penalty: 3137.529053
	Iteration 48Q: 3 clusters Score -1496427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1496442.875000 Penalty: 3137.529053
	Iteration 49Q: 3 clusters Score -1496443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1496458.125000 Penalty: 3137.529053
	Iteration 50Q: 3 clusters Score -1496458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1496468.875000 Penalty: 3137.529053
	Iteration 51Q: 3 clusters Score -1496469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1496482.750000 Penalty: 3137.529053
	Iteration 52Q: 3 clusters Score -1496483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1496492.875000 Penalty: 3137.529053
	Iteration 53Q: 3 clusters Score -1496493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1496510.125000 Penalty: 3137.529053
	Iteration 54Q: 3 clusters Score -1496510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1496539.000000 Penalty: 3137.529053
	Iteration 55Q: 3 clusters Score -1496539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1496571.000000 Penalty: 3137.529053
	Iteration 56Q: 3 clusters Score -1496571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1496587.125000 Penalty: 3137.529053
	Iteration 57Q: 3 clusters Score -1496587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1496590.000000 Penalty: 3137.529053
	Iteration 58Q: 3 clusters Score -1496590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1496598.250000 Penalty: 3137.529053
	Iteration 59Q: 3 clusters Score -1496598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1496597.000000 Penalty: 3137.529053
	Iteration 60F: 3 clusters Score -1496597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1496599.000000 Penalty: 3137.529053
	Iteration 61Q: 3 clusters Score -1496599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1496602.375000 Penalty: 3137.529053
	Iteration 62Q: 3 clusters Score -1496602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1496608.500000 Penalty: 3137.529053
	Iteration 63Q: 3 clusters Score -1496608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1496614.250000 Penalty: 3137.529053
	Iteration 64Q: 3 clusters Score -1496614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1496618.125000 Penalty: 3137.529053
	Iteration 65Q: 3 clusters Score -1496618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1496618.375000 Penalty: 3137.529053
	Iteration 66Q: 3 clusters Score -1496618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1496621.875000 Penalty: 3137.529053
	Iteration 67Q: 3 clusters Score -1496622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1496623.875000 Penalty: 3137.529053
	Iteration 68Q: 3 clusters Score -1496624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1496627.875000 Penalty: 3137.529053
	Iteration 69Q: 3 clusters Score -1496628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1496629.125000 Penalty: 3137.529053
	Iteration 70Q: 3 clusters Score -1496629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1496630.500000 Penalty: 3137.529053
	Iteration 71Q: 3 clusters Score -1496630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1496629.625000 Penalty: 3137.529053
	Iteration 72Q: 3 clusters Score -1496630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1496634.125000 Penalty: 3137.529053
	Iteration 73Q: 3 clusters Score -1496634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1496636.875000 Penalty: 3137.529053
	Iteration 74Q: 3 clusters Score -1496637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1496635.875000 Penalty: 3137.529053
	Iteration 75Q: 3 clusters Score -1496636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1496635.750000 Penalty: 3137.529053
	Iteration 76Q: 3 clusters Score -1496636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1496639.125000 Penalty: 3137.529053
	Iteration 77Q: 3 clusters Score -1496639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1496638.875000 Penalty: 3137.529053
	Iteration 78Q: 3 clusters Score -1496639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1496638.125000 Penalty: 3137.529053
	Iteration 79Q: 3 clusters Score -1496638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1496640.000000 Penalty: 3137.529053
	Iteration 80F: 3 clusters Score -1496640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1496639.750000 Penalty: 3137.529053
	Iteration 81Q: 3 clusters Score -1496640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1496639.000000 Penalty: 3137.529053
	Iteration 82Q: 3 clusters Score -1496639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1496638.375000 Penalty: 3137.529053
	Iteration 83Q: 3 clusters Score -1496638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1496640.375000 Penalty: 3137.529053
	Iteration 84Q: 3 clusters Score -1496640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1496642.500000 Penalty: 3137.529053
	Iteration 85Q: 3 clusters Score -1496642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1496641.750000 Penalty: 3137.529053
	Iteration 86Q: 3 clusters Score -1496642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1496642.500000 Penalty: 3137.529053
	Iteration 87Q: 3 clusters Score -1496642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1496641.250000 Penalty: 3137.529053
	Iteration 88Q: 3 clusters Score -1496641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1496643.000000 Penalty: 3137.529053
	Iteration 89Q: 3 clusters Score -1496643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1496642.625000 Penalty: 3137.529053
	Iteration 90Q: 3 clusters Score -1496643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1496642.625000 Penalty: 3137.529053
	Iteration 91Q: 3 clusters Score -1496643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1496642.875000 Penalty: 3137.529053
	Iteration 92Q: 3 clusters Score -1496643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1496643.250000 Penalty: 3137.529053
	Iteration 93Q: 3 clusters Score -1496643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1496645.500000 Penalty: 3137.529053
	Iteration 94Q: 3 clusters Score -1496646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1496646.000000 Penalty: 3137.529053
	Iteration 95Q: 3 clusters Score -1496646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1496646.000000 Penalty: 3137.529053
	Iteration 96F: 3 clusters Score -1496646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -147230.281250 Penalty: 1200.703735
	Iteration 0F: 2 clusters Score -147230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -145352.921875 Penalty: 2401.407471
	Iteration 0F: 3 clusters Score -145352.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145716.921875 Penalty: 2401.407471
	Iteration 1F: 3 clusters Score -145716.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145797.406250 Penalty: 2401.407471
	Iteration 2F: 3 clusters Score -145797.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145847.500000 Penalty: 2401.407471
	Iteration 3Q: 3 clusters Score -145847.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145882.250000 Penalty: 2401.407471
	Iteration 4Q: 3 clusters Score -145882.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -145910.234375 Penalty: 2401.407471
	Iteration 5Q: 3 clusters Score -145910.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145936.078125 Penalty: 2401.407471
	Iteration 6Q: 3 clusters Score -145936.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145956.734375 Penalty: 2401.407471
	Iteration 7Q: 3 clusters Score -145956.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -145969.671875 Penalty: 2401.407471
	Iteration 8Q: 3 clusters Score -145969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145977.765625 Penalty: 2401.407471
	Iteration 9Q: 3 clusters Score -145977.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145985.140625 Penalty: 2401.407471
	Iteration 10Q: 3 clusters Score -145985.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145994.296875 Penalty: 2401.407471
	Iteration 11Q: 3 clusters Score -145994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -146003.671875 Penalty: 2401.407471
	Iteration 12Q: 3 clusters Score -146003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146011.359375 Penalty: 2401.407471
	Iteration 13Q: 3 clusters Score -146011.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -146020.312500 Penalty: 2401.407471
	Iteration 14Q: 3 clusters Score -146020.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -146028.609375 Penalty: 2401.407471
	Iteration 15Q: 3 clusters Score -146028.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -146032.968750 Penalty: 2401.407471
	Iteration 16Q: 3 clusters Score -146033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -146038.125000 Penalty: 2401.407471
	Iteration 17Q: 3 clusters Score -146038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -146041.750000 Penalty: 2401.407471
	Iteration 18Q: 3 clusters Score -146041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -146044.296875 Penalty: 2401.407471
	Iteration 19Q: 3 clusters Score -146044.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146047.546875 Penalty: 2401.407471
	Iteration 20F: 3 clusters Score -146047.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146049.609375 Penalty: 2401.407471
	Iteration 21Q: 3 clusters Score -146049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -146052.015625 Penalty: 2401.407471
	Iteration 22Q: 3 clusters Score -146052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146058.062500 Penalty: 2401.407471
	Iteration 23Q: 3 clusters Score -146058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -146061.187500 Penalty: 2401.407471
	Iteration 24Q: 3 clusters Score -146061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -146063.328125 Penalty: 2401.407471
	Iteration 25Q: 3 clusters Score -146063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -146065.515625 Penalty: 2401.407471
	Iteration 26Q: 3 clusters Score -146065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -146065.515625 Penalty: 2401.407471
	Iteration 27F: 3 clusters Score -146065.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -81314.046875 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -81314.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79939.960938 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -79939.96 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -80186.390625 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -80186.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -80246.742188 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -80246.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -80279.960938 Penalty: 2231.414551
	Iteration 3Q: 3 clusters Score -80279.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -80298.609375 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -80298.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -80309.421875 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -80309.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -80313.218750 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -80313.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -80314.046875 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -80314.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -80316.859375 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -80316.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -80334.750000 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -80334.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -80351.421875 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -80351.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -80362.132812 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -80362.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -80372.820312 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -80372.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -80381.039062 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -80381.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -80390.976562 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -80390.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -80397.234375 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -80397.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -80404.687500 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -80404.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -80410.210938 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -80410.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -80419.164062 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -80419.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -80427.375000 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -80427.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -80433.843750 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -80433.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -80438.039062 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -80438.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -80441.039062 Penalty: 2231.414551
	Iteration 22Q: 3 clusters Score -80441.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -80443.703125 Penalty: 2231.414551
	Iteration 23Q: 3 clusters Score -80443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -80444.070312 Penalty: 2231.414551
	Iteration 24Q: 3 clusters Score -80444.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -80444.070312 Penalty: 2231.414551
	Iteration 25F: 3 clusters Score -80444.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Entering Unmasked Estep 
Score: -2967542.750000 Penalty: 1678.268677
	Iteration 0F: 2 clusters Score -2967543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2946946.250000 Penalty: 3356.537354
	Iteration 0F: 3 clusters Score -2946946 nChanged 14079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2954650.500000 Penalty: 3356.537354
	Iteration 1F: 3 clusters Score -2954650 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2955004.250000 Penalty: 3356.537354
	Iteration 2Q: 3 clusters Score -2955004 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2955410.500000 Penalty: 3356.537354
	Iteration 3Q: 3 clusters Score -2955410 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2955929.250000 Penalty: 3356.537354
	Iteration 4Q: 3 clusters Score -2955929 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2956678.000000 Penalty: 3356.537354
	Iteration 5F: 3 clusters Score -2956678 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2957867.250000 Penalty: 3356.537354
	Iteration 6F: 3 clusters Score -2957867 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2959635.000000 Penalty: 3356.537354
	Iteration 7F: 3 clusters Score -2959635 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2961782.500000 Penalty: 3356.537354
	Iteration 8F: 3 clusters Score -2961782 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2963678.250000 Penalty: 3356.537354
	Iteration 9F: 3 clusters Score -2963678 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2964874.000000 Penalty: 3356.537354
	Iteration 10Q: 3 clusters Score -2964874 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2965549.250000 Penalty: 3356.537354
	Iteration 11Q: 3 clusters Score -2965549 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2965899.750000 Penalty: 3356.537354
	Iteration 12Q: 3 clusters Score -2965900 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2966070.500000 Penalty: 3356.537354
	Iteration 13Q: 3 clusters Score -2966070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2966144.250000 Penalty: 3356.537354
	Iteration 14Q: 3 clusters Score -2966144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2966196.500000 Penalty: 3356.537354
	Iteration 15Q: 3 clusters Score -2966196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2966226.750000 Penalty: 3356.537354
	Iteration 16Q: 3 clusters Score -2966227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2966249.000000 Penalty: 3356.537354
	Iteration 17Q: 3 clusters Score -2966249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2966271.250000 Penalty: 3356.537354
	Iteration 18Q: 3 clusters Score -2966271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2966286.250000 Penalty: 3356.537354
	Iteration 19Q: 3 clusters Score -2966286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2966287.250000 Penalty: 3356.537354
	Iteration 20F: 3 clusters Score -2966287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2966291.500000 Penalty: 3356.537354
	Iteration 21Q: 3 clusters Score -2966292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2966295.000000 Penalty: 3356.537354
	Iteration 22Q: 3 clusters Score -2966295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2966294.250000 Penalty: 3356.537354
	Iteration 23Q: 3 clusters Score -2966294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2966294.250000 Penalty: 3356.537354
	Iteration 24F: 3 clusters Score -2966294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -208349.437500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -208349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -206095.937500 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -206095.9 nChanged 835
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: -206651.984375 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -206652 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -206826.640625 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -206826.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -206947.546875 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -206947.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -207057.468750 Penalty: 2516.280762
	Iteration 4Q: 3 clusters Score -207057.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -207140.984375 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -207141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -207212.640625 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -207212.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -207271.421875 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -207271.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -207331.156250 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -207331.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -207425.687500 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -207425.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -207508.093750 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -207508.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -207563.656250 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -207563.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -207598.875000 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -207598.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -207635.343750 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -207635.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -207659.093750 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -207659.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -207678.187500 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -207678.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -207695.515625 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -207695.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -207706.671875 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -207706.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -207717.203125 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -207717.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -207722.984375 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -207723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -207724.859375 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -207724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -207727.578125 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -207727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -207727.578125 Penalty: 2516.280762
	Iteration 22F: 3 clusters Score -207727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -500329.968750 Penalty: 1401.002441
	Iteration 0F: 2 clusters Score -500330 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 2791 members 
Entering Unmasked Estep 
Score: -495964.593750 Penalty: 2802.004883
	Iteration 0F: 3 clusters Score -495964.6 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -497128.531250 Penalty: 2802.004883
	Iteration 1F: 3 clusters Score -497128.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -497336.906250 Penalty: 2802.004883
	Iteration 2F: 3 clusters Score -497336.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -497522.937500 Penalty: 2802.004883
	Iteration 3F: 3 clusters Score -497522.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -497649.750000 Penalty: 2802.004883
	Iteration 4Q: 3 clusters Score -497649.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -497763.343750 Penalty: 2802.004883
	Iteration 5Q: 3 clusters Score -497763.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -497888.687500 Penalty: 2802.004883
	Iteration 6Q: 3 clusters Score -497888.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -498037.062500 Penalty: 2802.004883
	Iteration 7Q: 3 clusters Score -498037.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -498252.656250 Penalty: 2802.004883
	Iteration 8Q: 3 clusters Score -498252.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -498547.187500 Penalty: 2802.004883
	Iteration 9F: 3 clusters Score -498547.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -498858.375000 Penalty: 2802.004883
	Iteration 10F: 3 clusters Score -498858.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -499129.593750 Penalty: 2802.004883
	Iteration 11Q: 3 clusters Score -499129.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -499316.031250 Penalty: 2802.004883
	Iteration 12Q: 3 clusters Score -499316 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -499456.843750 Penalty: 2802.004883
	Iteration 13Q: 3 clusters Score -499456.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -499561.562500 Penalty: 2802.004883
	Iteration 14Q: 3 clusters Score -499561.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -499643.125000 Penalty: 2802.004883
	Iteration 15Q: 3 clusters Score -499643.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -499701.406250 Penalty: 2802.004883
	Iteration 16Q: 3 clusters Score -499701.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -499735.906250 Penalty: 2802.004883
	Iteration 17Q: 3 clusters Score -499735.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -499766.093750 Penalty: 2802.004883
	Iteration 18Q: 3 clusters Score -499766.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -499784.125000 Penalty: 2802.004883
	Iteration 19Q: 3 clusters Score -499784.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -499794.687500 Penalty: 2802.004883
	Iteration 20F: 3 clusters Score -499794.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -499802.937500 Penalty: 2802.004883
	Iteration 21Q: 3 clusters Score -499802.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -499804.875000 Penalty: 2802.004883
	Iteration 22Q: 3 clusters Score -499804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -499807.656250 Penalty: 2802.004883
	Iteration 23Q: 3 clusters Score -499807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -499809.625000 Penalty: 2802.004883
	Iteration 24Q: 3 clusters Score -499809.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -499811.062500 Penalty: 2802.004883
	Iteration 25Q: 3 clusters Score -499811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -499810.781250 Penalty: 2802.004883
	Iteration 26Q: 3 clusters Score -499810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -499812.125000 Penalty: 2802.004883
	Iteration 27Q: 3 clusters Score -499812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -499812.093750 Penalty: 2802.004883
	Iteration 28Q: 3 clusters Score -499812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -499812.093750 Penalty: 2802.004883
	Iteration 29F: 3 clusters Score -499812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Entering Unmasked Estep 
Score: -4650097.500000 Penalty: 1756.603882
	Iteration 0F: 2 clusters Score -4650098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4623798.000000 Penalty: 3513.207764
	Iteration 0F: 3 clusters Score -4623798 nChanged 23345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -4636883.500000 Penalty: 3513.207764
	Iteration 1F: 3 clusters Score -4636884 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4637200.000000 Penalty: 3513.207764
	Iteration 2Q: 3 clusters Score -4637200 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -4637559.500000 Penalty: 3513.207764
	Iteration 3Q: 3 clusters Score -4637560 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4637997.500000 Penalty: 3513.207764
	Iteration 4Q: 3 clusters Score -4637998 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4638603.000000 Penalty: 3513.207764
	Iteration 5Q: 3 clusters Score -4638603 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4639472.000000 Penalty: 3513.207764
	Iteration 6Q: 3 clusters Score -4639472 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4640797.500000 Penalty: 3513.207764
	Iteration 7F: 3 clusters Score -4640798 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4642330.000000 Penalty: 3513.207764
	Iteration 8F: 3 clusters Score -4642330 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4643421.000000 Penalty: 3513.207764
	Iteration 9F: 3 clusters Score -4643421 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4644480.000000 Penalty: 3513.207764
	Iteration 10F: 3 clusters Score -4644480 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4645237.000000 Penalty: 3513.207764
	Iteration 11Q: 3 clusters Score -4645237 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -4645657.000000 Penalty: 3513.207764
	Iteration 12Q: 3 clusters Score -4645657 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4645910.500000 Penalty: 3513.207764
	Iteration 13Q: 3 clusters Score -4645910 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4646115.000000 Penalty: 3513.207764
	Iteration 14Q: 3 clusters Score -4646115 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4646206.000000 Penalty: 3513.207764
	Iteration 15Q: 3 clusters Score -4646206 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4646278.000000 Penalty: 3513.207764
	Iteration 16Q: 3 clusters Score -4646278 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4646341.500000 Penalty: 3513.207764
	Iteration 17Q: 3 clusters Score -4646342 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4646413.000000 Penalty: 3513.207764
	Iteration 18Q: 3 clusters Score -4646413 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4646472.500000 Penalty: 3513.207764
	Iteration 19Q: 3 clusters Score -4646472 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4646521.000000 Penalty: 3513.207764
	Iteration 20F: 3 clusters Score -4646521 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4646563.000000 Penalty: 3513.207764
	Iteration 21Q: 3 clusters Score -4646563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4646609.000000 Penalty: 3513.207764
	Iteration 22Q: 3 clusters Score -4646609 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4646667.500000 Penalty: 3513.207764
	Iteration 23Q: 3 clusters Score -4646668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4646691.000000 Penalty: 3513.207764
	Iteration 24Q: 3 clusters Score -4646691 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4646713.500000 Penalty: 3513.207764
	Iteration 25Q: 3 clusters Score -4646714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4646730.000000 Penalty: 3513.207764
	Iteration 26Q: 3 clusters Score -4646730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4646758.500000 Penalty: 3513.207764
	Iteration 27Q: 3 clusters Score -4646758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4646790.500000 Penalty: 3513.207764
	Iteration 28Q: 3 clusters Score -4646790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4646813.500000 Penalty: 3513.207764
	Iteration 29Q: 3 clusters Score -4646814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4646856.000000 Penalty: 3513.207764
	Iteration 30Q: 3 clusters Score -4646856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4646902.000000 Penalty: 3513.207764
	Iteration 31Q: 3 clusters Score -4646902 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4646914.000000 Penalty: 3513.207764
	Iteration 32Q: 3 clusters Score -4646914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4646959.000000 Penalty: 3513.207764
	Iteration 33Q: 3 clusters Score -4646959 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4646995.000000 Penalty: 3513.207764
	Iteration 34Q: 3 clusters Score -4646995 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4647041.500000 Penalty: 3513.207764
	Iteration 35Q: 3 clusters Score -4647042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4647096.000000 Penalty: 3513.207764
	Iteration 36Q: 3 clusters Score -4647096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4647112.000000 Penalty: 3513.207764
	Iteration 37Q: 3 clusters Score -4647112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4647139.000000 Penalty: 3513.207764
	Iteration 38Q: 3 clusters Score -4647139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4647174.000000 Penalty: 3513.207764
	Iteration 39Q: 3 clusters Score -4647174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4647184.000000 Penalty: 3513.207764
	Iteration 40F: 3 clusters Score -4647184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4647209.500000 Penalty: 3513.207764
	Iteration 41Q: 3 clusters Score -4647210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4647216.500000 Penalty: 3513.207764
	Iteration 42Q: 3 clusters Score -4647216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4647229.500000 Penalty: 3513.207764
	Iteration 43Q: 3 clusters Score -4647230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4647250.500000 Penalty: 3513.207764
	Iteration 44Q: 3 clusters Score -4647250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4647281.000000 Penalty: 3513.207764
	Iteration 45Q: 3 clusters Score -4647281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4647287.000000 Penalty: 3513.207764
	Iteration 46Q: 3 clusters Score -4647287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4647289.000000 Penalty: 3513.207764
	Iteration 47Q: 3 clusters Score -4647289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4647300.000000 Penalty: 3513.207764
	Iteration 48Q: 3 clusters Score -4647300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4647321.000000 Penalty: 3513.207764
	Iteration 49Q: 3 clusters Score -4647321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4647354.000000 Penalty: 3513.207764
	Iteration 50Q: 3 clusters Score -4647354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4647379.500000 Penalty: 3513.207764
	Iteration 51Q: 3 clusters Score -4647380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4647410.500000 Penalty: 3513.207764
	Iteration 52Q: 3 clusters Score -4647410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4647424.500000 Penalty: 3513.207764
	Iteration 53Q: 3 clusters Score -4647424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4647423.500000 Penalty: 3513.207764
	Iteration 54Q: 3 clusters Score -4647424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4647434.500000 Penalty: 3513.207764
	Iteration 55Q: 3 clusters Score -4647434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4647428.000000 Penalty: 3513.207764
	Iteration 56Q: 3 clusters Score -4647428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4647436.500000 Penalty: 3513.207764
	Iteration 57Q: 3 clusters Score -4647436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4647437.500000 Penalty: 3513.207764
	Iteration 58Q: 3 clusters Score -4647438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4647440.500000 Penalty: 3513.207764
	Iteration 59Q: 3 clusters Score -4647440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4647438.000000 Penalty: 3513.207764
	Iteration 60F: 3 clusters Score -4647438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4647436.500000 Penalty: 3513.207764
	Iteration 61Q: 3 clusters Score -4647436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4647441.500000 Penalty: 3513.207764
	Iteration 62Q: 3 clusters Score -4647442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4647450.000000 Penalty: 3513.207764
	Iteration 63Q: 3 clusters Score -4647450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4647453.000000 Penalty: 3513.207764
	Iteration 64Q: 3 clusters Score -4647453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4647458.500000 Penalty: 3513.207764
	Iteration 65Q: 3 clusters Score -4647458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4647455.000000 Penalty: 3513.207764
	Iteration 66Q: 3 clusters Score -4647455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4647461.500000 Penalty: 3513.207764
	Iteration 67Q: 3 clusters Score -4647462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4647463.500000 Penalty: 3513.207764
	Iteration 68Q: 3 clusters Score -4647464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4647465.500000 Penalty: 3513.207764
	Iteration 69Q: 3 clusters Score -4647466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4647458.000000 Penalty: 3513.207764
	Iteration 70Q: 3 clusters Score -4647458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4647458.000000 Penalty: 3513.207764
	Iteration 71Q: 3 clusters Score -4647458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4647462.500000 Penalty: 3513.207764
	Iteration 72Q: 3 clusters Score -4647462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4647458.500000 Penalty: 3513.207764
	Iteration 73Q: 3 clusters Score -4647458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4647463.500000 Penalty: 3513.207764
	Iteration 74Q: 3 clusters Score -4647464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4647464.500000 Penalty: 3513.207764
	Iteration 75Q: 3 clusters Score -4647464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4647483.500000 Penalty: 3513.207764
	Iteration 76Q: 3 clusters Score -4647484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4647485.500000 Penalty: 3513.207764
	Iteration 77Q: 3 clusters Score -4647486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4647496.500000 Penalty: 3513.207764
	Iteration 78Q: 3 clusters Score -4647496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4647497.000000 Penalty: 3513.207764
	Iteration 79Q: 3 clusters Score -4647497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4647500.500000 Penalty: 3513.207764
	Iteration 80F: 3 clusters Score -4647500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4647496.000000 Penalty: 3513.207764
	Iteration 81Q: 3 clusters Score -4647496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4647498.500000 Penalty: 3513.207764
	Iteration 82Q: 3 clusters Score -4647498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4647500.000000 Penalty: 3513.207764
	Iteration 83Q: 3 clusters Score -4647500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4647496.500000 Penalty: 3513.207764
	Iteration 84Q: 3 clusters Score -4647496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4647494.500000 Penalty: 3513.207764
	Iteration 85Q: 3 clusters Score -4647494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4647494.500000 Penalty: 3513.207764
	Iteration 86F: 3 clusters Score -4647494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Entering Unmasked Estep 
Score: -1958577.125000 Penalty: 1627.913940
	Iteration 0F: 2 clusters Score -1958577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1943304.250000 Penalty: 3255.827881
	Iteration 0F: 3 clusters Score -1943304 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1948841.875000 Penalty: 3255.827881
	Iteration 1F: 3 clusters Score -1948842 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1949260.250000 Penalty: 3255.827881
	Iteration 2F: 3 clusters Score -1949260 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1949709.125000 Penalty: 3255.827881
	Iteration 3Q: 3 clusters Score -1949709 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1950203.250000 Penalty: 3255.827881
	Iteration 4Q: 3 clusters Score -1950203 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1950768.375000 Penalty: 3255.827881
	Iteration 5F: 3 clusters Score -1950768 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1951388.500000 Penalty: 3255.827881
	Iteration 6F: 3 clusters Score -1951388 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1952019.625000 Penalty: 3255.827881
	Iteration 7F: 3 clusters Score -1952020 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1952680.125000 Penalty: 3255.827881
	Iteration 8Q: 3 clusters Score -1952680 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1953387.625000 Penalty: 3255.827881
	Iteration 9Q: 3 clusters Score -1953388 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1954113.625000 Penalty: 3255.827881
	Iteration 10Q: 3 clusters Score -1954114 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1954826.125000 Penalty: 3255.827881
	Iteration 11Q: 3 clusters Score -1954826 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1955396.000000 Penalty: 3255.827881
	Iteration 12Q: 3 clusters Score -1955396 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1955784.125000 Penalty: 3255.827881
	Iteration 13Q: 3 clusters Score -1955784 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1956101.125000 Penalty: 3255.827881
	Iteration 14Q: 3 clusters Score -1956101 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1956327.375000 Penalty: 3255.827881
	Iteration 15Q: 3 clusters Score -1956327 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1956477.000000 Penalty: 3255.827881
	Iteration 16Q: 3 clusters Score -1956477 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1956615.375000 Penalty: 3255.827881
	Iteration 17Q: 3 clusters Score -1956615 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1956740.125000 Penalty: 3255.827881
	Iteration 18Q: 3 clusters Score -1956740 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1956850.125000 Penalty: 3255.827881
	Iteration 19Q: 3 clusters Score -1956850 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1956948.000000 Penalty: 3255.827881
	Iteration 20F: 3 clusters Score -1956948 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1957038.875000 Penalty: 3255.827881
	Iteration 21Q: 3 clusters Score -1957039 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1957126.875000 Penalty: 3255.827881
	Iteration 22Q: 3 clusters Score -1957127 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1957189.875000 Penalty: 3255.827881
	Iteration 23Q: 3 clusters Score -1957190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1957229.625000 Penalty: 3255.827881
	Iteration 24Q: 3 clusters Score -1957230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1957253.500000 Penalty: 3255.827881
	Iteration 25Q: 3 clusters Score -1957254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1957278.125000 Penalty: 3255.827881
	Iteration 26Q: 3 clusters Score -1957278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1957304.500000 Penalty: 3255.827881
	Iteration 27Q: 3 clusters Score -1957304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1957356.500000 Penalty: 3255.827881
	Iteration 28Q: 3 clusters Score -1957356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1957414.500000 Penalty: 3255.827881
	Iteration 29Q: 3 clusters Score -1957414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1957484.750000 Penalty: 3255.827881
	Iteration 30Q: 3 clusters Score -1957485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1957554.500000 Penalty: 3255.827881
	Iteration 31Q: 3 clusters Score -1957554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1957604.875000 Penalty: 3255.827881
	Iteration 32Q: 3 clusters Score -1957605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1957641.000000 Penalty: 3255.827881
	Iteration 33Q: 3 clusters Score -1957641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1957658.750000 Penalty: 3255.827881
	Iteration 34Q: 3 clusters Score -1957659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1957670.750000 Penalty: 3255.827881
	Iteration 35Q: 3 clusters Score -1957671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1957683.500000 Penalty: 3255.827881
	Iteration 36Q: 3 clusters Score -1957684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1957689.750000 Penalty: 3255.827881
	Iteration 37Q: 3 clusters Score -1957690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1957693.500000 Penalty: 3255.827881
	Iteration 38Q: 3 clusters Score -1957694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1957699.250000 Penalty: 3255.827881
	Iteration 39Q: 3 clusters Score -1957699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1957702.625000 Penalty: 3255.827881
	Iteration 40F: 3 clusters Score -1957703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1957706.375000 Penalty: 3255.827881
	Iteration 41Q: 3 clusters Score -1957706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1957708.375000 Penalty: 3255.827881
	Iteration 42Q: 3 clusters Score -1957708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1957712.750000 Penalty: 3255.827881
	Iteration 43Q: 3 clusters Score -1957713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1957713.375000 Penalty: 3255.827881
	Iteration 44Q: 3 clusters Score -1957713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1957717.875000 Penalty: 3255.827881
	Iteration 45Q: 3 clusters Score -1957718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1957719.375000 Penalty: 3255.827881
	Iteration 46Q: 3 clusters Score -1957719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1957722.375000 Penalty: 3255.827881
	Iteration 47Q: 3 clusters Score -1957722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1957721.750000 Penalty: 3255.827881
	Iteration 48Q: 3 clusters Score -1957722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1957721.375000 Penalty: 3255.827881
	Iteration 49Q: 3 clusters Score -1957721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1957723.750000 Penalty: 3255.827881
	Iteration 50Q: 3 clusters Score -1957724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1957722.250000 Penalty: 3255.827881
	Iteration 51Q: 3 clusters Score -1957722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1957720.750000 Penalty: 3255.827881
	Iteration 52Q: 3 clusters Score -1957721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1957722.375000 Penalty: 3255.827881
	Iteration 53Q: 3 clusters Score -1957722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1957723.000000 Penalty: 3255.827881
	Iteration 54Q: 3 clusters Score -1957723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1957724.500000 Penalty: 3255.827881
	Iteration 55Q: 3 clusters Score -1957724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1957723.375000 Penalty: 3255.827881
	Iteration 56Q: 3 clusters Score -1957723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1957724.125000 Penalty: 3255.827881
	Iteration 57Q: 3 clusters Score -1957724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1957724.125000 Penalty: 3255.827881
	Iteration 58F: 3 clusters Score -1957724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Entering Unmasked Estep 
Score: -3316840.250000 Penalty: 1694.243408
	Iteration 0F: 2 clusters Score -3316840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3295237.250000 Penalty: 3388.486816
	Iteration 0F: 3 clusters Score -3295237 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3303784.250000 Penalty: 3388.486816
	Iteration 1F: 3 clusters Score -3303784 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3304160.250000 Penalty: 3388.486816
	Iteration 2Q: 3 clusters Score -3304160 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3304520.750000 Penalty: 3388.486816
	Iteration 3Q: 3 clusters Score -3304521 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3304829.500000 Penalty: 3388.486816
	Iteration 4Q: 3 clusters Score -3304830 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3305179.750000 Penalty: 3388.486816
	Iteration 5Q: 3 clusters Score -3305180 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3305700.500000 Penalty: 3388.486816
	Iteration 6Q: 3 clusters Score -3305700 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3306417.250000 Penalty: 3388.486816
	Iteration 7Q: 3 clusters Score -3306417 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3307333.250000 Penalty: 3388.486816
	Iteration 8Q: 3 clusters Score -3307333 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3308468.500000 Penalty: 3388.486816
	Iteration 9Q: 3 clusters Score -3308468 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3309622.750000 Penalty: 3388.486816
	Iteration 10Q: 3 clusters Score -3309623 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3310562.000000 Penalty: 3388.486816
	Iteration 11Q: 3 clusters Score -3310562 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3311237.000000 Penalty: 3388.486816
	Iteration 12Q: 3 clusters Score -3311237 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3311696.500000 Penalty: 3388.486816
	Iteration 13Q: 3 clusters Score -3311696 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3312020.000000 Penalty: 3388.486816
	Iteration 14Q: 3 clusters Score -3312020 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3312259.250000 Penalty: 3388.486816
	Iteration 15Q: 3 clusters Score -3312259 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3312459.750000 Penalty: 3388.486816
	Iteration 16Q: 3 clusters Score -3312460 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3312586.000000 Penalty: 3388.486816
	Iteration 17Q: 3 clusters Score -3312586 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3312771.750000 Penalty: 3388.486816
	Iteration 18Q: 3 clusters Score -3312772 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3312920.750000 Penalty: 3388.486816
	Iteration 19Q: 3 clusters Score -3312921 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3313002.250000 Penalty: 3388.486816
	Iteration 20F: 3 clusters Score -3313002 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3313119.000000 Penalty: 3388.486816
	Iteration 21Q: 3 clusters Score -3313119 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3313243.000000 Penalty: 3388.486816
	Iteration 22Q: 3 clusters Score -3313243 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3313387.000000 Penalty: 3388.486816
	Iteration 23Q: 3 clusters Score -3313387 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3313512.000000 Penalty: 3388.486816
	Iteration 24Q: 3 clusters Score -3313512 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3313596.000000 Penalty: 3388.486816
	Iteration 25Q: 3 clusters Score -3313596 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3313707.500000 Penalty: 3388.486816
	Iteration 26Q: 3 clusters Score -3313708 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3313791.750000 Penalty: 3388.486816
	Iteration 27Q: 3 clusters Score -3313792 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3313849.250000 Penalty: 3388.486816
	Iteration 28Q: 3 clusters Score -3313849 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3313909.750000 Penalty: 3388.486816
	Iteration 29Q: 3 clusters Score -3313910 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3313938.250000 Penalty: 3388.486816
	Iteration 30Q: 3 clusters Score -3313938 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3313999.000000 Penalty: 3388.486816
	Iteration 31Q: 3 clusters Score -3313999 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3314034.250000 Penalty: 3388.486816
	Iteration 32Q: 3 clusters Score -3314034 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3314064.500000 Penalty: 3388.486816
	Iteration 33Q: 3 clusters Score -3314064 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3314085.750000 Penalty: 3388.486816
	Iteration 34Q: 3 clusters Score -3314086 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3314097.000000 Penalty: 3388.486816
	Iteration 35Q: 3 clusters Score -3314097 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3314104.250000 Penalty: 3388.486816
	Iteration 36Q: 3 clusters Score -3314104 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3314112.750000 Penalty: 3388.486816
	Iteration 37Q: 3 clusters Score -3314113 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3314105.000000 Penalty: 3388.486816
	Iteration 38Q: 3 clusters Score -3314105 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3314103.500000 Penalty: 3388.486816
	Iteration 39Q: 3 clusters Score -3314104 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3314156.500000 Penalty: 3388.486816
	Iteration 40F: 3 clusters Score -3314156 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3314188.000000 Penalty: 3388.486816
	Iteration 41Q: 3 clusters Score -3314188 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3314214.500000 Penalty: 3388.486816
	Iteration 42Q: 3 clusters Score -3314214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3314213.500000 Penalty: 3388.486816
	Iteration 43Q: 3 clusters Score -3314214 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3314236.250000 Penalty: 3388.486816
	Iteration 44Q: 3 clusters Score -3314236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3314245.250000 Penalty: 3388.486816
	Iteration 45Q: 3 clusters Score -3314245 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3314246.750000 Penalty: 3388.486816
	Iteration 46Q: 3 clusters Score -3314247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3314255.750000 Penalty: 3388.486816
	Iteration 47Q: 3 clusters Score -3314256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3314256.750000 Penalty: 3388.486816
	Iteration 48Q: 3 clusters Score -3314257 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3314269.750000 Penalty: 3388.486816
	Iteration 49Q: 3 clusters Score -3314270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3314258.500000 Penalty: 3388.486816
	Iteration 50Q: 3 clusters Score -3314258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3314263.250000 Penalty: 3388.486816
	Iteration 51Q: 3 clusters Score -3314263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3314263.500000 Penalty: 3388.486816
	Iteration 52Q: 3 clusters Score -3314264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3314264.000000 Penalty: 3388.486816
	Iteration 53Q: 3 clusters Score -3314264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3314269.500000 Penalty: 3388.486816
	Iteration 54Q: 3 clusters Score -3314270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3314274.000000 Penalty: 3388.486816
	Iteration 55Q: 3 clusters Score -3314274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3314276.250000 Penalty: 3388.486816
	Iteration 56Q: 3 clusters Score -3314276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3314272.000000 Penalty: 3388.486816
	Iteration 57Q: 3 clusters Score -3314272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3314272.750000 Penalty: 3388.486816
	Iteration 58Q: 3 clusters Score -3314273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3314279.750000 Penalty: 3388.486816
	Iteration 59Q: 3 clusters Score -3314280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3314275.500000 Penalty: 3388.486816
	Iteration 60F: 3 clusters Score -3314276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3314272.250000 Penalty: 3388.486816
	Iteration 61Q: 3 clusters Score -3314272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3314271.250000 Penalty: 3388.486816
	Iteration 62Q: 3 clusters Score -3314271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3314268.000000 Penalty: 3388.486816
	Iteration 63Q: 3 clusters Score -3314268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3314274.750000 Penalty: 3388.486816
	Iteration 64Q: 3 clusters Score -3314275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3314275.500000 Penalty: 3388.486816
	Iteration 65Q: 3 clusters Score -3314276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3314278.250000 Penalty: 3388.486816
	Iteration 66Q: 3 clusters Score -3314278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3314286.500000 Penalty: 3388.486816
	Iteration 67Q: 3 clusters Score -3314286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3314287.000000 Penalty: 3388.486816
	Iteration 68Q: 3 clusters Score -3314287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3314280.250000 Penalty: 3388.486816
	Iteration 69Q: 3 clusters Score -3314280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3314280.750000 Penalty: 3388.486816
	Iteration 70Q: 3 clusters Score -3314281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3314281.750000 Penalty: 3388.486816
	Iteration 71Q: 3 clusters Score -3314282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3314282.750000 Penalty: 3388.486816
	Iteration 72Q: 3 clusters Score -3314283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3314283.000000 Penalty: 3388.486816
	Iteration 73Q: 3 clusters Score -3314283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3314279.500000 Penalty: 3388.486816
	Iteration 74Q: 3 clusters Score -3314280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3314286.500000 Penalty: 3388.486816
	Iteration 75Q: 3 clusters Score -3314286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3314285.250000 Penalty: 3388.486816
	Iteration 76Q: 3 clusters Score -3314285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3314280.250000 Penalty: 3388.486816
	Iteration 77Q: 3 clusters Score -3314280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3314277.000000 Penalty: 3388.486816
	Iteration 78Q: 3 clusters Score -3314277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3314275.500000 Penalty: 3388.486816
	Iteration 79Q: 3 clusters Score -3314276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3314282.500000 Penalty: 3388.486816
	Iteration 80F: 3 clusters Score -3314282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3314282.250000 Penalty: 3388.486816
	Iteration 81Q: 3 clusters Score -3314282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3314277.750000 Penalty: 3388.486816
	Iteration 82Q: 3 clusters Score -3314278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3314274.500000 Penalty: 3388.486816
	Iteration 83Q: 3 clusters Score -3314274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3314276.000000 Penalty: 3388.486816
	Iteration 84Q: 3 clusters Score -3314276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3314279.250000 Penalty: 3388.486816
	Iteration 85Q: 3 clusters Score -3314279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3314279.250000 Penalty: 3388.486816
	Iteration 86F: 3 clusters Score -3314279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Entering Unmasked Estep 
Score: -3633182.750000 Penalty: 1713.399780
	Iteration 0F: 2 clusters Score -3633183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3608148.750000 Penalty: 3426.799561
	Iteration 0F: 3 clusters Score -3608149 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3617953.750000 Penalty: 3426.799561
	Iteration 1F: 3 clusters Score -3617954 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3618352.000000 Penalty: 3426.799561
	Iteration 2Q: 3 clusters Score -3618352 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3618710.250000 Penalty: 3426.799561
	Iteration 3Q: 3 clusters Score -3618710 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3619024.750000 Penalty: 3426.799561
	Iteration 4Q: 3 clusters Score -3619025 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3619350.750000 Penalty: 3426.799561
	Iteration 5Q: 3 clusters Score -3619351 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3619678.250000 Penalty: 3426.799561
	Iteration 6Q: 3 clusters Score -3619678 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3619996.000000 Penalty: 3426.799561
	Iteration 7Q: 3 clusters Score -3619996 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3620419.500000 Penalty: 3426.799561
	Iteration 8Q: 3 clusters Score -3620420 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3620958.250000 Penalty: 3426.799561
	Iteration 9Q: 3 clusters Score -3620958 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3621713.500000 Penalty: 3426.799561
	Iteration 10Q: 3 clusters Score -3621714 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3622730.500000 Penalty: 3426.799561
	Iteration 11Q: 3 clusters Score -3622730 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3623977.500000 Penalty: 3426.799561
	Iteration 12F: 3 clusters Score -3623978 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3625135.500000 Penalty: 3426.799561
	Iteration 13F: 3 clusters Score -3625136 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3625770.250000 Penalty: 3426.799561
	Iteration 14Q: 3 clusters Score -3625770 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3626029.000000 Penalty: 3426.799561
	Iteration 15Q: 3 clusters Score -3626029 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3626159.750000 Penalty: 3426.799561
	Iteration 16Q: 3 clusters Score -3626160 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3626238.500000 Penalty: 3426.799561
	Iteration 17Q: 3 clusters Score -3626238 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3626295.750000 Penalty: 3426.799561
	Iteration 18Q: 3 clusters Score -3626296 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3626350.500000 Penalty: 3426.799561
	Iteration 19Q: 3 clusters Score -3626350 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3626422.500000 Penalty: 3426.799561
	Iteration 20F: 3 clusters Score -3626422 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3626481.000000 Penalty: 3426.799561
	Iteration 21Q: 3 clusters Score -3626481 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3626515.250000 Penalty: 3426.799561
	Iteration 22Q: 3 clusters Score -3626515 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3626554.250000 Penalty: 3426.799561
	Iteration 23Q: 3 clusters Score -3626554 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3626588.750000 Penalty: 3426.799561
	Iteration 24Q: 3 clusters Score -3626589 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3626614.500000 Penalty: 3426.799561
	Iteration 25Q: 3 clusters Score -3626614 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3626635.500000 Penalty: 3426.799561
	Iteration 26Q: 3 clusters Score -3626636 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3626664.250000 Penalty: 3426.799561
	Iteration 27Q: 3 clusters Score -3626664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3626680.500000 Penalty: 3426.799561
	Iteration 28Q: 3 clusters Score -3626680 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3626686.750000 Penalty: 3426.799561
	Iteration 29Q: 3 clusters Score -3626687 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3626695.000000 Penalty: 3426.799561
	Iteration 30Q: 3 clusters Score -3626695 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3626706.750000 Penalty: 3426.799561
	Iteration 31Q: 3 clusters Score -3626707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3626709.000000 Penalty: 3426.799561
	Iteration 32Q: 3 clusters Score -3626709 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3626715.250000 Penalty: 3426.799561
	Iteration 33Q: 3 clusters Score -3626715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3626717.250000 Penalty: 3426.799561
	Iteration 34Q: 3 clusters Score -3626717 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3626726.500000 Penalty: 3426.799561
	Iteration 35Q: 3 clusters Score -3626726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3626736.000000 Penalty: 3426.799561
	Iteration 36Q: 3 clusters Score -3626736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3626730.250000 Penalty: 3426.799561
	Iteration 37Q: 3 clusters Score -3626730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3626740.500000 Penalty: 3426.799561
	Iteration 38Q: 3 clusters Score -3626740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3626735.750000 Penalty: 3426.799561
	Iteration 39Q: 3 clusters Score -3626736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3626745.250000 Penalty: 3426.799561
	Iteration 40F: 3 clusters Score -3626745 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3626746.000000 Penalty: 3426.799561
	Iteration 41Q: 3 clusters Score -3626746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3626764.250000 Penalty: 3426.799561
	Iteration 42Q: 3 clusters Score -3626764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3626772.250000 Penalty: 3426.799561
	Iteration 43Q: 3 clusters Score -3626772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3626765.000000 Penalty: 3426.799561
	Iteration 44Q: 3 clusters Score -3626765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3626775.750000 Penalty: 3426.799561
	Iteration 45Q: 3 clusters Score -3626776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3626774.250000 Penalty: 3426.799561
	Iteration 46Q: 3 clusters Score -3626774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3626785.250000 Penalty: 3426.799561
	Iteration 47Q: 3 clusters Score -3626785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3626800.750000 Penalty: 3426.799561
	Iteration 48Q: 3 clusters Score -3626801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3626807.000000 Penalty: 3426.799561
	Iteration 49Q: 3 clusters Score -3626807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3626816.000000 Penalty: 3426.799561
	Iteration 50Q: 3 clusters Score -3626816 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3626824.500000 Penalty: 3426.799561
	Iteration 51Q: 3 clusters Score -3626824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3626838.000000 Penalty: 3426.799561
	Iteration 52Q: 3 clusters Score -3626838 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3626849.000000 Penalty: 3426.799561
	Iteration 53Q: 3 clusters Score -3626849 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3626854.500000 Penalty: 3426.799561
	Iteration 54Q: 3 clusters Score -3626854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3626864.250000 Penalty: 3426.799561
	Iteration 55Q: 3 clusters Score -3626864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3626869.500000 Penalty: 3426.799561
	Iteration 56Q: 3 clusters Score -3626870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3626881.000000 Penalty: 3426.799561
	Iteration 57Q: 3 clusters Score -3626881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3626888.750000 Penalty: 3426.799561
	Iteration 58Q: 3 clusters Score -3626889 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3626906.250000 Penalty: 3426.799561
	Iteration 59Q: 3 clusters Score -3626906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3626917.250000 Penalty: 3426.799561
	Iteration 60F: 3 clusters Score -3626917 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3626930.750000 Penalty: 3426.799561
	Iteration 61Q: 3 clusters Score -3626931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3626957.750000 Penalty: 3426.799561
	Iteration 62Q: 3 clusters Score -3626958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3626953.000000 Penalty: 3426.799561
	Iteration 63Q: 3 clusters Score -3626953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3626968.750000 Penalty: 3426.799561
	Iteration 64Q: 3 clusters Score -3626969 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3626991.500000 Penalty: 3426.799561
	Iteration 65Q: 3 clusters Score -3626992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3627000.000000 Penalty: 3426.799561
	Iteration 66Q: 3 clusters Score -3627000 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3627005.000000 Penalty: 3426.799561
	Iteration 67Q: 3 clusters Score -3627005 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3627023.000000 Penalty: 3426.799561
	Iteration 68Q: 3 clusters Score -3627023 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3627030.750000 Penalty: 3426.799561
	Iteration 69Q: 3 clusters Score -3627031 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3627032.750000 Penalty: 3426.799561
	Iteration 70Q: 3 clusters Score -3627033 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3627062.250000 Penalty: 3426.799561
	Iteration 71Q: 3 clusters Score -3627062 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3627088.500000 Penalty: 3426.799561
	Iteration 72Q: 3 clusters Score -3627088 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3627118.250000 Penalty: 3426.799561
	Iteration 73Q: 3 clusters Score -3627118 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3627130.750000 Penalty: 3426.799561
	Iteration 74Q: 3 clusters Score -3627131 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3627153.000000 Penalty: 3426.799561
	Iteration 75Q: 3 clusters Score -3627153 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3627175.250000 Penalty: 3426.799561
	Iteration 76Q: 3 clusters Score -3627175 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3627187.750000 Penalty: 3426.799561
	Iteration 77Q: 3 clusters Score -3627188 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3627190.250000 Penalty: 3426.799561
	Iteration 78Q: 3 clusters Score -3627190 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3627202.000000 Penalty: 3426.799561
	Iteration 79Q: 3 clusters Score -3627202 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3627235.250000 Penalty: 3426.799561
	Iteration 80F: 3 clusters Score -3627235 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3627247.250000 Penalty: 3426.799561
	Iteration 81Q: 3 clusters Score -3627247 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3627273.000000 Penalty: 3426.799561
	Iteration 82Q: 3 clusters Score -3627273 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3627288.750000 Penalty: 3426.799561
	Iteration 83Q: 3 clusters Score -3627289 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3627305.250000 Penalty: 3426.799561
	Iteration 84Q: 3 clusters Score -3627305 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3627366.500000 Penalty: 3426.799561
	Iteration 85Q: 3 clusters Score -3627366 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3627411.500000 Penalty: 3426.799561
	Iteration 86Q: 3 clusters Score -3627412 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3627467.500000 Penalty: 3426.799561
	Iteration 87Q: 3 clusters Score -3627468 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3627539.750000 Penalty: 3426.799561
	Iteration 88Q: 3 clusters Score -3627540 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3627602.500000 Penalty: 3426.799561
	Iteration 89Q: 3 clusters Score -3627602 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3627655.250000 Penalty: 3426.799561
	Iteration 90Q: 3 clusters Score -3627655 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3627716.250000 Penalty: 3426.799561
	Iteration 91Q: 3 clusters Score -3627716 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3627753.250000 Penalty: 3426.799561
	Iteration 92Q: 3 clusters Score -3627753 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3627795.000000 Penalty: 3426.799561
	Iteration 93Q: 3 clusters Score -3627795 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3627855.250000 Penalty: 3426.799561
	Iteration 94Q: 3 clusters Score -3627855 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3627889.750000 Penalty: 3426.799561
	Iteration 95Q: 3 clusters Score -3627890 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3627961.250000 Penalty: 3426.799561
	Iteration 96Q: 3 clusters Score -3627961 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3627990.500000 Penalty: 3426.799561
	Iteration 97Q: 3 clusters Score -3627990 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3628094.250000 Penalty: 3426.799561
	Iteration 98Q: 3 clusters Score -3628094 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3628178.750000 Penalty: 3426.799561
	Iteration 99Q: 3 clusters Score -3628179 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3628256.500000 Penalty: 3426.799561
	Iteration 100F: 3 clusters Score -3628256 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3628367.250000 Penalty: 3426.799561
	Iteration 101Q: 3 clusters Score -3628367 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3628451.750000 Penalty: 3426.799561
	Iteration 102Q: 3 clusters Score -3628452 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3628559.250000 Penalty: 3426.799561
	Iteration 103Q: 3 clusters Score -3628559 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3628658.500000 Penalty: 3426.799561
	Iteration 104Q: 3 clusters Score -3628658 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3628768.250000 Penalty: 3426.799561
	Iteration 105Q: 3 clusters Score -3628768 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3628874.750000 Penalty: 3426.799561
	Iteration 106Q: 3 clusters Score -3628875 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3628958.250000 Penalty: 3426.799561
	Iteration 107Q: 3 clusters Score -3628958 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3629042.750000 Penalty: 3426.799561
	Iteration 108Q: 3 clusters Score -3629043 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3629107.750000 Penalty: 3426.799561
	Iteration 109Q: 3 clusters Score -3629108 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3629181.250000 Penalty: 3426.799561
	Iteration 110Q: 3 clusters Score -3629181 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3629254.750000 Penalty: 3426.799561
	Iteration 111Q: 3 clusters Score -3629255 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3629342.250000 Penalty: 3426.799561
	Iteration 112Q: 3 clusters Score -3629342 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3629413.000000 Penalty: 3426.799561
	Iteration 113Q: 3 clusters Score -3629413 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3629471.750000 Penalty: 3426.799561
	Iteration 114Q: 3 clusters Score -3629472 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3629548.750000 Penalty: 3426.799561
	Iteration 115Q: 3 clusters Score -3629549 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3629614.000000 Penalty: 3426.799561
	Iteration 116Q: 3 clusters Score -3629614 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3629672.250000 Penalty: 3426.799561
	Iteration 117Q: 3 clusters Score -3629672 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3629744.250000 Penalty: 3426.799561
	Iteration 118Q: 3 clusters Score -3629744 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3629791.750000 Penalty: 3426.799561
	Iteration 119Q: 3 clusters Score -3629792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3629837.750000 Penalty: 3426.799561
	Iteration 120F: 3 clusters Score -3629838 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3629883.000000 Penalty: 3426.799561
	Iteration 121Q: 3 clusters Score -3629883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3629931.250000 Penalty: 3426.799561
	Iteration 122Q: 3 clusters Score -3629931 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3630019.250000 Penalty: 3426.799561
	Iteration 123Q: 3 clusters Score -3630019 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3630165.000000 Penalty: 3426.799561
	Iteration 124Q: 3 clusters Score -3630165 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3630325.250000 Penalty: 3426.799561
	Iteration 125Q: 3 clusters Score -3630325 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3630502.250000 Penalty: 3426.799561
	Iteration 126Q: 3 clusters Score -3630502 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3630661.750000 Penalty: 3426.799561
	Iteration 127Q: 3 clusters Score -3630662 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3630827.500000 Penalty: 3426.799561
	Iteration 128Q: 3 clusters Score -3630828 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3630999.500000 Penalty: 3426.799561
	Iteration 129Q: 3 clusters Score -3631000 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3631194.750000 Penalty: 3426.799561
	Iteration 130Q: 3 clusters Score -3631195 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3631381.250000 Penalty: 3426.799561
	Iteration 131Q: 3 clusters Score -3631381 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3631588.000000 Penalty: 3426.799561
	Iteration 132Q: 3 clusters Score -3631588 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3631788.500000 Penalty: 3426.799561
	Iteration 133Q: 3 clusters Score -3631788 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3631902.500000 Penalty: 3426.799561
	Iteration 134Q: 3 clusters Score -3631902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3631966.750000 Penalty: 3426.799561
	Iteration 135Q: 3 clusters Score -3631967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3631997.750000 Penalty: 3426.799561
	Iteration 136Q: 3 clusters Score -3631998 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3632051.500000 Penalty: 3426.799561
	Iteration 137Q: 3 clusters Score -3632052 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3632073.000000 Penalty: 3426.799561
	Iteration 138Q: 3 clusters Score -3632073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3632092.000000 Penalty: 3426.799561
	Iteration 139Q: 3 clusters Score -3632092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3632110.250000 Penalty: 3426.799561
	Iteration 140F: 3 clusters Score -3632110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3632116.000000 Penalty: 3426.799561
	Iteration 141Q: 3 clusters Score -3632116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3632123.250000 Penalty: 3426.799561
	Iteration 142Q: 3 clusters Score -3632123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3632119.750000 Penalty: 3426.799561
	Iteration 143Q: 3 clusters Score -3632120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3632121.750000 Penalty: 3426.799561
	Iteration 144Q: 3 clusters Score -3632122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3632125.500000 Penalty: 3426.799561
	Iteration 145Q: 3 clusters Score -3632126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3632126.250000 Penalty: 3426.799561
	Iteration 146Q: 3 clusters Score -3632126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3632121.750000 Penalty: 3426.799561
	Iteration 147Q: 3 clusters Score -3632122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3632122.250000 Penalty: 3426.799561
	Iteration 148Q: 3 clusters Score -3632122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3632120.250000 Penalty: 3426.799561
	Iteration 149Q: 3 clusters Score -3632120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3632118.250000 Penalty: 3426.799561
	Iteration 150Q: 3 clusters Score -3632118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3632121.500000 Penalty: 3426.799561
	Iteration 151Q: 3 clusters Score -3632122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3632121.250000 Penalty: 3426.799561
	Iteration 152Q: 3 clusters Score -3632121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3632120.500000 Penalty: 3426.799561
	Iteration 153Q: 3 clusters Score -3632120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3632120.750000 Penalty: 3426.799561
	Iteration 154Q: 3 clusters Score -3632121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3632121.500000 Penalty: 3426.799561
	Iteration 155Q: 3 clusters Score -3632122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3632125.000000 Penalty: 3426.799561
	Iteration 156Q: 3 clusters Score -3632125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3632122.500000 Penalty: 3426.799561
	Iteration 157Q: 3 clusters Score -3632122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3632123.250000 Penalty: 3426.799561
	Iteration 158Q: 3 clusters Score -3632123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3632124.750000 Penalty: 3426.799561
	Iteration 159Q: 3 clusters Score -3632125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3632123.500000 Penalty: 3426.799561
	Iteration 160F: 3 clusters Score -3632124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -123084.140625 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -123084.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -121370.093750 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -121370.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121703.351562 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -121703.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -121800.835938 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -121800.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121840.820312 Penalty: 2356.225830
	Iteration 3Q: 3 clusters Score -121840.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121859.242188 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -121859.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121871.421875 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -121871.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -121880.539062 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -121880.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -121897.843750 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -121897.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -121909.281250 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -121909.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -121916.570312 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -121916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121919.257812 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -121919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121926.976562 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -121927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -121932.460938 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -121932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -121934.898438 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -121934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121939.625000 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -121939.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121944.296875 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -121944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121946.429688 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -121946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -121947.828125 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -121947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121950.109375 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -121950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121954.406250 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -121954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121960.437500 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -121960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121966.343750 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -121966.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121975.515625 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -121975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121982.000000 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -121982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121987.195312 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -121987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121990.507812 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -121990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121994.242188 Penalty: 2356.225830
	Iteration 26Q: 3 clusters Score -121994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -121996.867188 Penalty: 2356.225830
	Iteration 27Q: 3 clusters Score -121996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -122000.343750 Penalty: 2356.225830
	Iteration 28Q: 3 clusters Score -122000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -122001.492188 Penalty: 2356.225830
	Iteration 29Q: 3 clusters Score -122001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -122003.023438 Penalty: 2356.225830
	Iteration 30Q: 3 clusters Score -122003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -122005.531250 Penalty: 2356.225830
	Iteration 31Q: 3 clusters Score -122005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -122005.960938 Penalty: 2356.225830
	Iteration 32Q: 3 clusters Score -122006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -122007.632812 Penalty: 2356.225830
	Iteration 33Q: 3 clusters Score -122007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122010.484375 Penalty: 2356.225830
	Iteration 34Q: 3 clusters Score -122010.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -122014.125000 Penalty: 2356.225830
	Iteration 35Q: 3 clusters Score -122014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122016.312500 Penalty: 2356.225830
	Iteration 36Q: 3 clusters Score -122016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122020.640625 Penalty: 2356.225830
	Iteration 37Q: 3 clusters Score -122020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122022.343750 Penalty: 2356.225830
	Iteration 38Q: 3 clusters Score -122022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122024.007812 Penalty: 2356.225830
	Iteration 39Q: 3 clusters Score -122024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122027.281250 Penalty: 2356.225830
	Iteration 40F: 3 clusters Score -122027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122030.148438 Penalty: 2356.225830
	Iteration 41Q: 3 clusters Score -122030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122030.781250 Penalty: 2356.225830
	Iteration 42Q: 3 clusters Score -122030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122031.195312 Penalty: 2356.225830
	Iteration 43Q: 3 clusters Score -122031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122032.546875 Penalty: 2356.225830
	Iteration 44Q: 3 clusters Score -122032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122033.132812 Penalty: 2356.225830
	Iteration 45Q: 3 clusters Score -122033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122033.718750 Penalty: 2356.225830
	Iteration 46Q: 3 clusters Score -122033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122035.398438 Penalty: 2356.225830
	Iteration 47Q: 3 clusters Score -122035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122035.859375 Penalty: 2356.225830
	Iteration 48Q: 3 clusters Score -122035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122036.289062 Penalty: 2356.225830
	Iteration 49Q: 3 clusters Score -122036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122036.289062 Penalty: 2356.225830
	Iteration 50F: 3 clusters Score -122036.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -210517.203125 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -210517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -208323.968750 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -208324 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -208821.000000 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -208821 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -208951.515625 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -208951.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -209035.187500 Penalty: 2514.157959
	Iteration 3Q: 3 clusters Score -209035.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209087.312500 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -209087.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -209129.093750 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -209129.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209168.406250 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -209168.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209203.437500 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -209203.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -209227.296875 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -209227.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209249.796875 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -209249.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209273.015625 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -209273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209297.031250 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -209297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209322.453125 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -209322.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209358.140625 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -209358.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -209387.171875 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -209387.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209412.718750 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -209412.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209434.765625 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -209434.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209449.859375 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -209449.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -209464.890625 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -209464.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -209478.796875 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -209478.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -209489.515625 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -209489.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -209496.437500 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -209496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -209499.484375 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -209499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -209504.515625 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -209504.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -209509.562500 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -209509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209511.328125 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -209511.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209515.421875 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -209515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -209522.875000 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -209522.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -209531.500000 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -209531.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -209538.421875 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -209538.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -209544.828125 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -209544.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -209550.562500 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -209550.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -209557.515625 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -209557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -209562.328125 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -209562.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -209567.687500 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -209567.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -209571.281250 Penalty: 2514.157959
	Iteration 35Q: 3 clusters Score -209571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -209573.593750 Penalty: 2514.157959
	Iteration 36Q: 3 clusters Score -209573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -209577.593750 Penalty: 2514.157959
	Iteration 37Q: 3 clusters Score -209577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -209584.484375 Penalty: 2514.157959
	Iteration 38Q: 3 clusters Score -209584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -209587.781250 Penalty: 2514.157959
	Iteration 39Q: 3 clusters Score -209587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209591.515625 Penalty: 2514.157959
	Iteration 40F: 3 clusters Score -209591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -209593.953125 Penalty: 2514.157959
	Iteration 41Q: 3 clusters Score -209594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -209598.390625 Penalty: 2514.157959
	Iteration 42Q: 3 clusters Score -209598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -209602.156250 Penalty: 2514.157959
	Iteration 43Q: 3 clusters Score -209602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -209608.031250 Penalty: 2514.157959
	Iteration 44Q: 3 clusters Score -209608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -209612.937500 Penalty: 2514.157959
	Iteration 45Q: 3 clusters Score -209612.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -209618.843750 Penalty: 2514.157959
	Iteration 46Q: 3 clusters Score -209618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -209626.203125 Penalty: 2514.157959
	Iteration 47Q: 3 clusters Score -209626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -209636.484375 Penalty: 2514.157959
	Iteration 48Q: 3 clusters Score -209636.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -209642.312500 Penalty: 2514.157959
	Iteration 49Q: 3 clusters Score -209642.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -209648.578125 Penalty: 2514.157959
	Iteration 50Q: 3 clusters Score -209648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -209651.468750 Penalty: 2514.157959
	Iteration 51Q: 3 clusters Score -209651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -209652.296875 Penalty: 2514.157959
	Iteration 52Q: 3 clusters Score -209652.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -209654.250000 Penalty: 2514.157959
	Iteration 53Q: 3 clusters Score -209654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -209655.765625 Penalty: 2514.157959
	Iteration 54Q: 3 clusters Score -209655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -209656.140625 Penalty: 2514.157959
	Iteration 55Q: 3 clusters Score -209656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -209656.156250 Penalty: 2514.157959
	Iteration 56Q: 3 clusters Score -209656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -209656.156250 Penalty: 2514.157959
	Iteration 57F: 3 clusters Score -209656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Entering Unmasked Estep 
Score: -3737644.000000 Penalty: 1717.563721
	Iteration 0F: 2 clusters Score -3737644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3713820.750000 Penalty: 3435.127441
	Iteration 0F: 3 clusters Score -3713821 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3724203.250000 Penalty: 3435.127441
	Iteration 1F: 3 clusters Score -3724203 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3724812.000000 Penalty: 3435.127441
	Iteration 2Q: 3 clusters Score -3724812 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3725494.250000 Penalty: 3435.127441
	Iteration 3Q: 3 clusters Score -3725494 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3726222.250000 Penalty: 3435.127441
	Iteration 4Q: 3 clusters Score -3726222 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3727104.000000 Penalty: 3435.127441
	Iteration 5F: 3 clusters Score -3727104 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3727997.000000 Penalty: 3435.127441
	Iteration 6F: 3 clusters Score -3727997 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3729016.750000 Penalty: 3435.127441
	Iteration 7F: 3 clusters Score -3729017 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3730158.750000 Penalty: 3435.127441
	Iteration 8F: 3 clusters Score -3730159 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3731400.500000 Penalty: 3435.127441
	Iteration 9Q: 3 clusters Score -3731400 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3732838.500000 Penalty: 3435.127441
	Iteration 10Q: 3 clusters Score -3732838 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3734201.000000 Penalty: 3435.127441
	Iteration 11Q: 3 clusters Score -3734201 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3735019.750000 Penalty: 3435.127441
	Iteration 12Q: 3 clusters Score -3735020 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -3735421.000000 Penalty: 3435.127441
	Iteration 13Q: 3 clusters Score -3735421 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3735776.000000 Penalty: 3435.127441
	Iteration 14Q: 3 clusters Score -3735776 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -3736073.500000 Penalty: 3435.127441
	Iteration 15Q: 3 clusters Score -3736074 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -3736322.500000 Penalty: 3435.127441
	Iteration 16Q: 3 clusters Score -3736322 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -3736533.000000 Penalty: 3435.127441
	Iteration 17Q: 3 clusters Score -3736533 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3736693.250000 Penalty: 3435.127441
	Iteration 18Q: 3 clusters Score -3736693 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3736754.000000 Penalty: 3435.127441
	Iteration 19Q: 3 clusters Score -3736754 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3736772.000000 Penalty: 3435.127441
	Iteration 20F: 3 clusters Score -3736772 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -3736793.250000 Penalty: 3435.127441
	Iteration 21Q: 3 clusters Score -3736793 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -3736804.500000 Penalty: 3435.127441
	Iteration 22Q: 3 clusters Score -3736804 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -3736786.750000 Penalty: 3435.127441
	Iteration 23Q: 3 clusters Score -3736787 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3736795.000000 Penalty: 3435.127441
	Iteration 24Q: 3 clusters Score -3736795 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -3736799.500000 Penalty: 3435.127441
	Iteration 25Q: 3 clusters Score -3736800 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -3736787.750000 Penalty: 3435.127441
	Iteration 26Q: 3 clusters Score -3736788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -3736789.500000 Penalty: 3435.127441
	Iteration 27Q: 3 clusters Score -3736790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -3736770.250000 Penalty: 3435.127441
	Iteration 28Q: 3 clusters Score -3736770 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -3736761.750000 Penalty: 3435.127441
	Iteration 29Q: 3 clusters Score -3736762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -3736752.250000 Penalty: 3435.127441
	Iteration 30Q: 3 clusters Score -3736752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3736752.500000 Penalty: 3435.127441
	Iteration 31Q: 3 clusters Score -3736752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -3736731.500000 Penalty: 3435.127441
	Iteration 32Q: 3 clusters Score -3736732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -3736719.250000 Penalty: 3435.127441
	Iteration 33Q: 3 clusters Score -3736719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -3736701.250000 Penalty: 3435.127441
	Iteration 34Q: 3 clusters Score -3736701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -3736702.250000 Penalty: 3435.127441
	Iteration 35Q: 3 clusters Score -3736702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -3736701.750000 Penalty: 3435.127441
	Iteration 36Q: 3 clusters Score -3736702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -3736685.250000 Penalty: 3435.127441
	Iteration 37Q: 3 clusters Score -3736685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -3736688.500000 Penalty: 3435.127441
	Iteration 38Q: 3 clusters Score -3736688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -3736684.750000 Penalty: 3435.127441
	Iteration 39Q: 3 clusters Score -3736685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3736686.250000 Penalty: 3435.127441
	Iteration 40F: 3 clusters Score -3736686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -3736689.750000 Penalty: 3435.127441
	Iteration 41Q: 3 clusters Score -3736690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3736681.250000 Penalty: 3435.127441
	Iteration 42Q: 3 clusters Score -3736681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -3736675.000000 Penalty: 3435.127441
	Iteration 43Q: 3 clusters Score -3736675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -3736668.500000 Penalty: 3435.127441
	Iteration 44Q: 3 clusters Score -3736668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -3736662.750000 Penalty: 3435.127441
	Iteration 45Q: 3 clusters Score -3736663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -3736655.250000 Penalty: 3435.127441
	Iteration 46Q: 3 clusters Score -3736655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -3736654.250000 Penalty: 3435.127441
	Iteration 47Q: 3 clusters Score -3736654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -3736649.250000 Penalty: 3435.127441
	Iteration 48Q: 3 clusters Score -3736649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -3736652.750000 Penalty: 3435.127441
	Iteration 49Q: 3 clusters Score -3736653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -3736659.000000 Penalty: 3435.127441
	Iteration 50Q: 3 clusters Score -3736659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -3736656.750000 Penalty: 3435.127441
	Iteration 51Q: 3 clusters Score -3736657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -3736664.750000 Penalty: 3435.127441
	Iteration 52Q: 3 clusters Score -3736665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -3736664.750000 Penalty: 3435.127441
	Iteration 53Q: 3 clusters Score -3736665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3736659.000000 Penalty: 3435.127441
	Iteration 54Q: 3 clusters Score -3736659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -3736662.250000 Penalty: 3435.127441
	Iteration 55Q: 3 clusters Score -3736662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -3736657.000000 Penalty: 3435.127441
	Iteration 56Q: 3 clusters Score -3736657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -3736659.500000 Penalty: 3435.127441
	Iteration 57Q: 3 clusters Score -3736660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -3736655.500000 Penalty: 3435.127441
	Iteration 58Q: 3 clusters Score -3736656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -3736657.250000 Penalty: 3435.127441
	Iteration 59Q: 3 clusters Score -3736657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -3736657.250000 Penalty: 3435.127441
	Iteration 60F: 3 clusters Score -3736657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -401246.156250 Penalty: 1360.514771
	Iteration 0F: 2 clusters Score -401246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -397681.781250 Penalty: 2721.029541
	Iteration 0F: 3 clusters Score -397681.8 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -398696.562500 Penalty: 2721.029541
	Iteration 1F: 3 clusters Score -398696.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -398956.937500 Penalty: 2721.029541
	Iteration 2F: 3 clusters Score -398956.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -399144.250000 Penalty: 2721.029541
	Iteration 3F: 3 clusters Score -399144.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -399293.781250 Penalty: 2721.029541
	Iteration 4F: 3 clusters Score -399293.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -399420.500000 Penalty: 2721.029541
	Iteration 5Q: 3 clusters Score -399420.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -399530.593750 Penalty: 2721.029541
	Iteration 6Q: 3 clusters Score -399530.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -399636.562500 Penalty: 2721.029541
	Iteration 7Q: 3 clusters Score -399636.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -399745.375000 Penalty: 2721.029541
	Iteration 8Q: 3 clusters Score -399745.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -399829.406250 Penalty: 2721.029541
	Iteration 9Q: 3 clusters Score -399829.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -399891.750000 Penalty: 2721.029541
	Iteration 10Q: 3 clusters Score -399891.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -399927.250000 Penalty: 2721.029541
	Iteration 11Q: 3 clusters Score -399927.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -399947.062500 Penalty: 2721.029541
	Iteration 12Q: 3 clusters Score -399947.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -399964.531250 Penalty: 2721.029541
	Iteration 13Q: 3 clusters Score -399964.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -399976.906250 Penalty: 2721.029541
	Iteration 14Q: 3 clusters Score -399976.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -399985.062500 Penalty: 2721.029541
	Iteration 15Q: 3 clusters Score -399985.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -399990.656250 Penalty: 2721.029541
	Iteration 16Q: 3 clusters Score -399990.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -399996.312500 Penalty: 2721.029541
	Iteration 17Q: 3 clusters Score -399996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -399999.656250 Penalty: 2721.029541
	Iteration 18Q: 3 clusters Score -399999.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -400003.218750 Penalty: 2721.029541
	Iteration 19Q: 3 clusters Score -400003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -400006.937500 Penalty: 2721.029541
	Iteration 20F: 3 clusters Score -400006.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -400010.281250 Penalty: 2721.029541
	Iteration 21Q: 3 clusters Score -400010.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -400012.781250 Penalty: 2721.029541
	Iteration 22Q: 3 clusters Score -400012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -400015.062500 Penalty: 2721.029541
	Iteration 23Q: 3 clusters Score -400015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -400017.937500 Penalty: 2721.029541
	Iteration 24Q: 3 clusters Score -400017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -400018.312500 Penalty: 2721.029541
	Iteration 25Q: 3 clusters Score -400018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -400018.437500 Penalty: 2721.029541
	Iteration 26Q: 3 clusters Score -400018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -400018.437500 Penalty: 2721.029541
	Iteration 27F: 3 clusters Score -400018.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -126884.289062 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -126884.3 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 713 members 
Entering Unmasked Estep 
Score: -125198.382812 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -125198.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -125617.695312 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -125617.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -125719.171875 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -125719.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -125792.796875 Penalty: 2350.873047
	Iteration 3F: 3 clusters Score -125792.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -125832.281250 Penalty: 2350.873047
	Iteration 4Q: 3 clusters Score -125832.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -125872.445312 Penalty: 2350.873047
	Iteration 5Q: 3 clusters Score -125872.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -125923.312500 Penalty: 2350.873047
	Iteration 6Q: 3 clusters Score -125923.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -125964.507812 Penalty: 2350.873047
	Iteration 7Q: 3 clusters Score -125964.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -126016.468750 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -126016.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -126064.875000 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -126064.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -126108.500000 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -126108.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -126140.031250 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -126140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -126166.070312 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -126166.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -126183.281250 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -126183.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -126201.351562 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -126201.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -126209.335938 Penalty: 2350.873047
	Iteration 15Q: 3 clusters Score -126209.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -126216.726562 Penalty: 2350.873047
	Iteration 16Q: 3 clusters Score -126216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -126224.906250 Penalty: 2350.873047
	Iteration 17Q: 3 clusters Score -126224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -126228.171875 Penalty: 2350.873047
	Iteration 18Q: 3 clusters Score -126228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -126229.929688 Penalty: 2350.873047
	Iteration 19Q: 3 clusters Score -126229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -126231.632812 Penalty: 2350.873047
	Iteration 20F: 3 clusters Score -126231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -126232.515625 Penalty: 2350.873047
	Iteration 21Q: 3 clusters Score -126232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -126233.953125 Penalty: 2350.873047
	Iteration 22Q: 3 clusters Score -126234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -126233.953125 Penalty: 2350.873047
	Iteration 23F: 3 clusters Score -126234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -418051.968750 Penalty: 1369.431030
	Iteration 0F: 2 clusters Score -418052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -414375.062500 Penalty: 2738.862061
	Iteration 0F: 3 clusters Score -414375.1 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -415463.093750 Penalty: 2738.862061
	Iteration 1F: 3 clusters Score -415463.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -415720.843750 Penalty: 2738.862061
	Iteration 2F: 3 clusters Score -415720.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -415952.968750 Penalty: 2738.862061
	Iteration 3F: 3 clusters Score -415953 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -416146.843750 Penalty: 2738.862061
	Iteration 4F: 3 clusters Score -416146.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -416313.656250 Penalty: 2738.862061
	Iteration 5Q: 3 clusters Score -416313.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -416459.281250 Penalty: 2738.862061
	Iteration 6Q: 3 clusters Score -416459.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -416579.812500 Penalty: 2738.862061
	Iteration 7Q: 3 clusters Score -416579.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -416657.906250 Penalty: 2738.862061
	Iteration 8Q: 3 clusters Score -416657.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -416728.437500 Penalty: 2738.862061
	Iteration 9Q: 3 clusters Score -416728.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -416782.687500 Penalty: 2738.862061
	Iteration 10Q: 3 clusters Score -416782.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -416824.093750 Penalty: 2738.862061
	Iteration 11Q: 3 clusters Score -416824.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -416867.281250 Penalty: 2738.862061
	Iteration 12Q: 3 clusters Score -416867.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -416897.000000 Penalty: 2738.862061
	Iteration 13Q: 3 clusters Score -416897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -416920.843750 Penalty: 2738.862061
	Iteration 14Q: 3 clusters Score -416920.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -416939.343750 Penalty: 2738.862061
	Iteration 15Q: 3 clusters Score -416939.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -416958.968750 Penalty: 2738.862061
	Iteration 16Q: 3 clusters Score -416959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -416966.781250 Penalty: 2738.862061
	Iteration 17Q: 3 clusters Score -416966.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -416971.875000 Penalty: 2738.862061
	Iteration 18Q: 3 clusters Score -416971.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -416976.406250 Penalty: 2738.862061
	Iteration 19Q: 3 clusters Score -416976.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -416982.281250 Penalty: 2738.862061
	Iteration 20F: 3 clusters Score -416982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -416989.187500 Penalty: 2738.862061
	Iteration 21Q: 3 clusters Score -416989.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -416994.625000 Penalty: 2738.862061
	Iteration 22Q: 3 clusters Score -416994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -416997.375000 Penalty: 2738.862061
	Iteration 23Q: 3 clusters Score -416997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -416998.562500 Penalty: 2738.862061
	Iteration 24Q: 3 clusters Score -416998.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -417003.937500 Penalty: 2738.862061
	Iteration 25Q: 3 clusters Score -417003.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -417015.406250 Penalty: 2738.862061
	Iteration 26Q: 3 clusters Score -417015.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -417024.531250 Penalty: 2738.862061
	Iteration 27Q: 3 clusters Score -417024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -417029.718750 Penalty: 2738.862061
	Iteration 28Q: 3 clusters Score -417029.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -417035.718750 Penalty: 2738.862061
	Iteration 29Q: 3 clusters Score -417035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -417038.750000 Penalty: 2738.862061
	Iteration 30Q: 3 clusters Score -417038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -417040.187500 Penalty: 2738.862061
	Iteration 31Q: 3 clusters Score -417040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -417040.656250 Penalty: 2738.862061
	Iteration 32Q: 3 clusters Score -417040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -417043.875000 Penalty: 2738.862061
	Iteration 33Q: 3 clusters Score -417043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -417046.312500 Penalty: 2738.862061
	Iteration 34Q: 3 clusters Score -417046.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -417048.750000 Penalty: 2738.862061
	Iteration 35Q: 3 clusters Score -417048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -417052.000000 Penalty: 2738.862061
	Iteration 36Q: 3 clusters Score -417052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -417052.906250 Penalty: 2738.862061
	Iteration 37Q: 3 clusters Score -417052.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -417054.062500 Penalty: 2738.862061
	Iteration 38Q: 3 clusters Score -417054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -417054.875000 Penalty: 2738.862061
	Iteration 39Q: 3 clusters Score -417054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -417055.812500 Penalty: 2738.862061
	Iteration 40F: 3 clusters Score -417055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -417057.625000 Penalty: 2738.862061
	Iteration 41Q: 3 clusters Score -417057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -417059.406250 Penalty: 2738.862061
	Iteration 42Q: 3 clusters Score -417059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -417060.281250 Penalty: 2738.862061
	Iteration 43Q: 3 clusters Score -417060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -417060.906250 Penalty: 2738.862061
	Iteration 44Q: 3 clusters Score -417060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -417060.656250 Penalty: 2738.862061
	Iteration 45Q: 3 clusters Score -417060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -417061.281250 Penalty: 2738.862061
	Iteration 46Q: 3 clusters Score -417061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -417061.750000 Penalty: 2738.862061
	Iteration 47Q: 3 clusters Score -417061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -417061.531250 Penalty: 2738.862061
	Iteration 48Q: 3 clusters Score -417061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -417061.906250 Penalty: 2738.862061
	Iteration 49Q: 3 clusters Score -417061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -417061.906250 Penalty: 2738.862061
	Iteration 50F: 3 clusters Score -417061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40608.875000 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40608.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40744.304688 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40744.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40790.023438 Penalty: 2001.705933
	Iteration 2Q: 3 clusters Score -40790.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40813.812500 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40813.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40827.941406 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40827.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40835.347656 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40835.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40838.656250 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -40838.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40838.656250 Penalty: 2001.705933
	Iteration 7F: 3 clusters Score -40838.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -516595.937500 Penalty: 1404.134155
	Iteration 0F: 2 clusters Score -516595.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -512141.375000 Penalty: 2808.268311
	Iteration 0F: 3 clusters Score -512141.4 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -513364.031250 Penalty: 2808.268311
	Iteration 1F: 3 clusters Score -513364 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -513544.343750 Penalty: 2808.268311
	Iteration 2F: 3 clusters Score -513544.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -513649.906250 Penalty: 2808.268311
	Iteration 3Q: 3 clusters Score -513649.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -513742.750000 Penalty: 2808.268311
	Iteration 4Q: 3 clusters Score -513742.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -513824.218750 Penalty: 2808.268311
	Iteration 5Q: 3 clusters Score -513824.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -513904.000000 Penalty: 2808.268311
	Iteration 6Q: 3 clusters Score -513904 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -513981.187500 Penalty: 2808.268311
	Iteration 7Q: 3 clusters Score -513981.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -514082.218750 Penalty: 2808.268311
	Iteration 8Q: 3 clusters Score -514082.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -514215.718750 Penalty: 2808.268311
	Iteration 9Q: 3 clusters Score -514215.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -514380.031250 Penalty: 2808.268311
	Iteration 10Q: 3 clusters Score -514380 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -514553.343750 Penalty: 2808.268311
	Iteration 11Q: 3 clusters Score -514553.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -514712.562500 Penalty: 2808.268311
	Iteration 12Q: 3 clusters Score -514712.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -514852.093750 Penalty: 2808.268311
	Iteration 13Q: 3 clusters Score -514852.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -514963.593750 Penalty: 2808.268311
	Iteration 14Q: 3 clusters Score -514963.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -515064.343750 Penalty: 2808.268311
	Iteration 15Q: 3 clusters Score -515064.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -515176.968750 Penalty: 2808.268311
	Iteration 16Q: 3 clusters Score -515177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -515264.625000 Penalty: 2808.268311
	Iteration 17Q: 3 clusters Score -515264.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -515346.281250 Penalty: 2808.268311
	Iteration 18Q: 3 clusters Score -515346.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -515399.156250 Penalty: 2808.268311
	Iteration 19Q: 3 clusters Score -515399.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -515424.843750 Penalty: 2808.268311
	Iteration 20F: 3 clusters Score -515424.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -515447.218750 Penalty: 2808.268311
	Iteration 21Q: 3 clusters Score -515447.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -515464.875000 Penalty: 2808.268311
	Iteration 22Q: 3 clusters Score -515464.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -515476.250000 Penalty: 2808.268311
	Iteration 23Q: 3 clusters Score -515476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -515480.906250 Penalty: 2808.268311
	Iteration 24Q: 3 clusters Score -515480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -515482.500000 Penalty: 2808.268311
	Iteration 25Q: 3 clusters Score -515482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -515488.125000 Penalty: 2808.268311
	Iteration 26Q: 3 clusters Score -515488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -515490.937500 Penalty: 2808.268311
	Iteration 27Q: 3 clusters Score -515490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -515493.375000 Penalty: 2808.268311
	Iteration 28Q: 3 clusters Score -515493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -515495.781250 Penalty: 2808.268311
	Iteration 29Q: 3 clusters Score -515495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -515495.000000 Penalty: 2808.268311
	Iteration 30Q: 3 clusters Score -515495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -515495.000000 Penalty: 2808.268311
	Iteration 31F: 3 clusters Score -515495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -407443.500000 Penalty: 1364.924438
	Iteration 0F: 2 clusters Score -407443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -403831.250000 Penalty: 2729.848877
	Iteration 0F: 3 clusters Score -403831.2 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -404854.593750 Penalty: 2729.848877
	Iteration 1F: 3 clusters Score -404854.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -405030.718750 Penalty: 2729.848877
	Iteration 2F: 3 clusters Score -405030.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -405148.562500 Penalty: 2729.848877
	Iteration 3Q: 3 clusters Score -405148.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -405241.343750 Penalty: 2729.848877
	Iteration 4Q: 3 clusters Score -405241.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -405328.093750 Penalty: 2729.848877
	Iteration 5Q: 3 clusters Score -405328.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -405416.156250 Penalty: 2729.848877
	Iteration 6Q: 3 clusters Score -405416.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -405510.843750 Penalty: 2729.848877
	Iteration 7Q: 3 clusters Score -405510.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -405618.625000 Penalty: 2729.848877
	Iteration 8Q: 3 clusters Score -405618.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -405713.468750 Penalty: 2729.848877
	Iteration 9Q: 3 clusters Score -405713.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -405801.968750 Penalty: 2729.848877
	Iteration 10Q: 3 clusters Score -405802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -405893.343750 Penalty: 2729.848877
	Iteration 11Q: 3 clusters Score -405893.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -405983.343750 Penalty: 2729.848877
	Iteration 12Q: 3 clusters Score -405983.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -406063.093750 Penalty: 2729.848877
	Iteration 13Q: 3 clusters Score -406063.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -406127.437500 Penalty: 2729.848877
	Iteration 14Q: 3 clusters Score -406127.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -406173.906250 Penalty: 2729.848877
	Iteration 15Q: 3 clusters Score -406173.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -406214.437500 Penalty: 2729.848877
	Iteration 16Q: 3 clusters Score -406214.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -406249.406250 Penalty: 2729.848877
	Iteration 17Q: 3 clusters Score -406249.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -406279.593750 Penalty: 2729.848877
	Iteration 18Q: 3 clusters Score -406279.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -406300.000000 Penalty: 2729.848877
	Iteration 19Q: 3 clusters Score -406300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -406311.687500 Penalty: 2729.848877
	Iteration 20F: 3 clusters Score -406311.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -406321.343750 Penalty: 2729.848877
	Iteration 21Q: 3 clusters Score -406321.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -406330.218750 Penalty: 2729.848877
	Iteration 22Q: 3 clusters Score -406330.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -406337.937500 Penalty: 2729.848877
	Iteration 23Q: 3 clusters Score -406337.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -406348.406250 Penalty: 2729.848877
	Iteration 24Q: 3 clusters Score -406348.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -406358.656250 Penalty: 2729.848877
	Iteration 25Q: 3 clusters Score -406358.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -406366.968750 Penalty: 2729.848877
	Iteration 26Q: 3 clusters Score -406367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -406373.875000 Penalty: 2729.848877
	Iteration 27Q: 3 clusters Score -406373.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -406384.625000 Penalty: 2729.848877
	Iteration 28Q: 3 clusters Score -406384.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -406397.000000 Penalty: 2729.848877
	Iteration 29Q: 3 clusters Score -406397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -406409.031250 Penalty: 2729.848877
	Iteration 30Q: 3 clusters Score -406409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -406419.906250 Penalty: 2729.848877
	Iteration 31Q: 3 clusters Score -406419.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -406431.937500 Penalty: 2729.848877
	Iteration 32Q: 3 clusters Score -406431.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -406437.531250 Penalty: 2729.848877
	Iteration 33Q: 3 clusters Score -406437.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -406443.281250 Penalty: 2729.848877
	Iteration 34Q: 3 clusters Score -406443.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -406452.093750 Penalty: 2729.848877
	Iteration 35Q: 3 clusters Score -406452.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -406459.906250 Penalty: 2729.848877
	Iteration 36Q: 3 clusters Score -406459.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -406465.218750 Penalty: 2729.848877
	Iteration 37Q: 3 clusters Score -406465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -406470.343750 Penalty: 2729.848877
	Iteration 38Q: 3 clusters Score -406470.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -406477.875000 Penalty: 2729.848877
	Iteration 39Q: 3 clusters Score -406477.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -406483.156250 Penalty: 2729.848877
	Iteration 40F: 3 clusters Score -406483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -406484.875000 Penalty: 2729.848877
	Iteration 41Q: 3 clusters Score -406484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -406487.812500 Penalty: 2729.848877
	Iteration 42Q: 3 clusters Score -406487.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -406491.593750 Penalty: 2729.848877
	Iteration 43Q: 3 clusters Score -406491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -406493.312500 Penalty: 2729.848877
	Iteration 44Q: 3 clusters Score -406493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -406493.312500 Penalty: 2729.848877
	Iteration 45Q: 3 clusters Score -406493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -406494.718750 Penalty: 2729.848877
	Iteration 46Q: 3 clusters Score -406494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -406495.750000 Penalty: 2729.848877
	Iteration 47Q: 3 clusters Score -406495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -406496.062500 Penalty: 2729.848877
	Iteration 48Q: 3 clusters Score -406496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -406497.968750 Penalty: 2729.848877
	Iteration 49Q: 3 clusters Score -406498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -406498.375000 Penalty: 2729.848877
	Iteration 50Q: 3 clusters Score -406498.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -406499.750000 Penalty: 2729.848877
	Iteration 51Q: 3 clusters Score -406499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -406500.656250 Penalty: 2729.848877
	Iteration 52Q: 3 clusters Score -406500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -406499.906250 Penalty: 2729.848877
	Iteration 53Q: 3 clusters Score -406499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -406500.031250 Penalty: 2729.848877
	Iteration 54Q: 3 clusters Score -406500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -406501.843750 Penalty: 2729.848877
	Iteration 55Q: 3 clusters Score -406501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -406502.062500 Penalty: 2729.848877
	Iteration 56Q: 3 clusters Score -406502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -406503.687500 Penalty: 2729.848877
	Iteration 57Q: 3 clusters Score -406503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -406504.343750 Penalty: 2729.848877
	Iteration 58Q: 3 clusters Score -406504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -406505.843750 Penalty: 2729.848877
	Iteration 59Q: 3 clusters Score -406505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -406505.093750 Penalty: 2729.848877
	Iteration 60F: 3 clusters Score -406505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -406505.875000 Penalty: 2729.848877
	Iteration 61Q: 3 clusters Score -406505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -406506.625000 Penalty: 2729.848877
	Iteration 62Q: 3 clusters Score -406506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -406506.000000 Penalty: 2729.848877
	Iteration 63Q: 3 clusters Score -406506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -406507.812500 Penalty: 2729.848877
	Iteration 64Q: 3 clusters Score -406507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -406507.500000 Penalty: 2729.848877
	Iteration 65Q: 3 clusters Score -406507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -406507.500000 Penalty: 2729.848877
	Iteration 66F: 3 clusters Score -406507.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Entering Unmasked Estep 
Score: -531746.375000 Penalty: 1404.047974
	Iteration 0F: 2 clusters Score -531746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -527350.000000 Penalty: 2808.095947
	Iteration 0F: 3 clusters Score -527350 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -528566.000000 Penalty: 2808.095947
	Iteration 1F: 3 clusters Score -528566 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -528747.875000 Penalty: 2808.095947
	Iteration 2F: 3 clusters Score -528747.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -528863.937500 Penalty: 2808.095947
	Iteration 3F: 3 clusters Score -528863.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -528940.375000 Penalty: 2808.095947
	Iteration 4Q: 3 clusters Score -528940.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -528994.312500 Penalty: 2808.095947
	Iteration 5Q: 3 clusters Score -528994.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -529039.062500 Penalty: 2808.095947
	Iteration 6Q: 3 clusters Score -529039.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -529086.062500 Penalty: 2808.095947
	Iteration 7Q: 3 clusters Score -529086.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -529134.625000 Penalty: 2808.095947
	Iteration 8Q: 3 clusters Score -529134.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -529185.812500 Penalty: 2808.095947
	Iteration 9Q: 3 clusters Score -529185.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -529240.562500 Penalty: 2808.095947
	Iteration 10Q: 3 clusters Score -529240.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -529302.250000 Penalty: 2808.095947
	Iteration 11Q: 3 clusters Score -529302.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -529368.687500 Penalty: 2808.095947
	Iteration 12Q: 3 clusters Score -529368.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -529443.625000 Penalty: 2808.095947
	Iteration 13Q: 3 clusters Score -529443.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -529533.750000 Penalty: 2808.095947
	Iteration 14Q: 3 clusters Score -529533.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -529639.750000 Penalty: 2808.095947
	Iteration 15Q: 3 clusters Score -529639.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -529768.312500 Penalty: 2808.095947
	Iteration 16Q: 3 clusters Score -529768.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -529890.937500 Penalty: 2808.095947
	Iteration 17Q: 3 clusters Score -529890.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -530027.312500 Penalty: 2808.095947
	Iteration 18Q: 3 clusters Score -530027.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -530148.375000 Penalty: 2808.095947
	Iteration 19Q: 3 clusters Score -530148.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -530236.375000 Penalty: 2808.095947
	Iteration 20F: 3 clusters Score -530236.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -530304.500000 Penalty: 2808.095947
	Iteration 21Q: 3 clusters Score -530304.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -530350.125000 Penalty: 2808.095947
	Iteration 22Q: 3 clusters Score -530350.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -530394.062500 Penalty: 2808.095947
	Iteration 23Q: 3 clusters Score -530394.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -530428.937500 Penalty: 2808.095947
	Iteration 24Q: 3 clusters Score -530428.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -530450.312500 Penalty: 2808.095947
	Iteration 25Q: 3 clusters Score -530450.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -530465.062500 Penalty: 2808.095947
	Iteration 26Q: 3 clusters Score -530465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -530476.500000 Penalty: 2808.095947
	Iteration 27Q: 3 clusters Score -530476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -530483.562500 Penalty: 2808.095947
	Iteration 28Q: 3 clusters Score -530483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -530490.312500 Penalty: 2808.095947
	Iteration 29Q: 3 clusters Score -530490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -530494.625000 Penalty: 2808.095947
	Iteration 30Q: 3 clusters Score -530494.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -530500.312500 Penalty: 2808.095947
	Iteration 31Q: 3 clusters Score -530500.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -530508.375000 Penalty: 2808.095947
	Iteration 32Q: 3 clusters Score -530508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -530512.687500 Penalty: 2808.095947
	Iteration 33Q: 3 clusters Score -530512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -530514.062500 Penalty: 2808.095947
	Iteration 34Q: 3 clusters Score -530514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -530514.062500 Penalty: 2808.095947
	Iteration 35F: 3 clusters Score -530514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -187050.265625 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -187050.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -184825.578125 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -184825.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -185390.390625 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -185390.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -185515.250000 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -185515.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -185620.109375 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -185620.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -185706.640625 Penalty: 2518.389648
	Iteration 4Q: 3 clusters Score -185706.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -185805.796875 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -185805.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -185887.312500 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -185887.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -185984.359375 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -185984.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -186090.031250 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -186090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -186214.656250 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -186214.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -186308.296875 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -186308.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -186386.765625 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -186386.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -186437.390625 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -186437.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -186466.250000 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -186466.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186486.437500 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -186486.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -186506.593750 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -186506.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -186529.906250 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -186529.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -186546.859375 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -186546.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -186568.187500 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -186568.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -186593.687500 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -186593.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -186613.765625 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -186613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -186627.546875 Penalty: 2518.389648
	Iteration 21Q: 3 clusters Score -186627.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -186640.437500 Penalty: 2518.389648
	Iteration 22Q: 3 clusters Score -186640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -186651.390625 Penalty: 2518.389648
	Iteration 23Q: 3 clusters Score -186651.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -186658.562500 Penalty: 2518.389648
	Iteration 24Q: 3 clusters Score -186658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -186663.500000 Penalty: 2518.389648
	Iteration 25Q: 3 clusters Score -186663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -186667.218750 Penalty: 2518.389648
	Iteration 26Q: 3 clusters Score -186667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -186670.593750 Penalty: 2518.389648
	Iteration 27Q: 3 clusters Score -186670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186672.781250 Penalty: 2518.389648
	Iteration 28Q: 3 clusters Score -186672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -186673.546875 Penalty: 2518.389648
	Iteration 29Q: 3 clusters Score -186673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186674.093750 Penalty: 2518.389648
	Iteration 30Q: 3 clusters Score -186674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186674.093750 Penalty: 2518.389648
	Iteration 31F: 3 clusters Score -186674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Entering Unmasked Estep 
Score: -3868876.250000 Penalty: 1719.257690
	Iteration 0F: 2 clusters Score -3868876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3846930.750000 Penalty: 3438.515381
	Iteration 0F: 3 clusters Score -3846931 nChanged 18231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3856959.750000 Penalty: 3438.515381
	Iteration 1F: 3 clusters Score -3856960 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3857348.500000 Penalty: 3438.515381
	Iteration 2Q: 3 clusters Score -3857348 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3857766.000000 Penalty: 3438.515381
	Iteration 3Q: 3 clusters Score -3857766 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3858179.000000 Penalty: 3438.515381
	Iteration 4Q: 3 clusters Score -3858179 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3858600.500000 Penalty: 3438.515381
	Iteration 5Q: 3 clusters Score -3858600 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3859127.250000 Penalty: 3438.515381
	Iteration 6Q: 3 clusters Score -3859127 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3859744.000000 Penalty: 3438.515381
	Iteration 7Q: 3 clusters Score -3859744 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3860499.250000 Penalty: 3438.515381
	Iteration 8Q: 3 clusters Score -3860499 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3861508.750000 Penalty: 3438.515381
	Iteration 9Q: 3 clusters Score -3861509 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3862793.000000 Penalty: 3438.515381
	Iteration 10F: 3 clusters Score -3862793 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -3864363.750000 Penalty: 3438.515381
	Iteration 11F: 3 clusters Score -3864364 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3865887.250000 Penalty: 3438.515381
	Iteration 12F: 3 clusters Score -3865887 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -3867059.500000 Penalty: 3438.515381
	Iteration 13Q: 3 clusters Score -3867060 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -3867228.250000 Penalty: 3438.515381
	Iteration 14Q: 3 clusters Score -3867228 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -3867260.000000 Penalty: 3438.515381
	Iteration 15Q: 3 clusters Score -3867260 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -3867281.500000 Penalty: 3438.515381
	Iteration 16Q: 3 clusters Score -3867282 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -3867311.500000 Penalty: 3438.515381
	Iteration 17Q: 3 clusters Score -3867312 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -3867324.750000 Penalty: 3438.515381
	Iteration 18Q: 3 clusters Score -3867325 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3867390.500000 Penalty: 3438.515381
	Iteration 19Q: 3 clusters Score -3867390 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -3867458.000000 Penalty: 3438.515381
	Iteration 20F: 3 clusters Score -3867458 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -3867530.000000 Penalty: 3438.515381
	Iteration 21Q: 3 clusters Score -3867530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -3867525.750000 Penalty: 3438.515381
	Iteration 22Q: 3 clusters Score -3867526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -3867557.250000 Penalty: 3438.515381
	Iteration 23Q: 3 clusters Score -3867557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -3867598.750000 Penalty: 3438.515381
	Iteration 24Q: 3 clusters Score -3867599 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -3867622.500000 Penalty: 3438.515381
	Iteration 25Q: 3 clusters Score -3867622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -3867646.000000 Penalty: 3438.515381
	Iteration 26Q: 3 clusters Score -3867646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -3867658.250000 Penalty: 3438.515381
	Iteration 27Q: 3 clusters Score -3867658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -3867672.750000 Penalty: 3438.515381
	Iteration 28Q: 3 clusters Score -3867673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -3867667.000000 Penalty: 3438.515381
	Iteration 29Q: 3 clusters Score -3867667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -3867678.250000 Penalty: 3438.515381
	Iteration 30Q: 3 clusters Score -3867678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -3867667.500000 Penalty: 3438.515381
	Iteration 31Q: 3 clusters Score -3867668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -3867671.250000 Penalty: 3438.515381
	Iteration 32Q: 3 clusters Score -3867671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -3867671.000000 Penalty: 3438.515381
	Iteration 33Q: 3 clusters Score -3867671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -3867683.750000 Penalty: 3438.515381
	Iteration 34Q: 3 clusters Score -3867684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -3867682.250000 Penalty: 3438.515381
	Iteration 35Q: 3 clusters Score -3867682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -3867682.000000 Penalty: 3438.515381
	Iteration 36Q: 3 clusters Score -3867682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -3867685.250000 Penalty: 3438.515381
	Iteration 37Q: 3 clusters Score -3867685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -3867682.500000 Penalty: 3438.515381
	Iteration 38Q: 3 clusters Score -3867682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -3867687.750000 Penalty: 3438.515381
	Iteration 39Q: 3 clusters Score -3867688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -3867690.000000 Penalty: 3438.515381
	Iteration 40F: 3 clusters Score -3867690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -3867686.750000 Penalty: 3438.515381
	Iteration 41Q: 3 clusters Score -3867687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -3867686.750000 Penalty: 3438.515381
	Iteration 42F: 3 clusters Score -3867687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -435790.437500 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -435790.4 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 2399 members 
Entering Unmasked Estep 
Score: -431923.937500 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -431923.9 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -432978.843750 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -432978.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -433219.625000 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -433219.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -433410.031250 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -433410 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -433623.093750 Penalty: 2758.054443
	Iteration 4F: 3 clusters Score -433623.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -433836.250000 Penalty: 2758.054443
	Iteration 5F: 3 clusters Score -433836.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -434055.250000 Penalty: 2758.054443
	Iteration 6F: 3 clusters Score -434055.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -434204.906250 Penalty: 2758.054443
	Iteration 7Q: 3 clusters Score -434204.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -434315.093750 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -434315.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -434377.406250 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -434377.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -434419.281250 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -434419.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -434449.750000 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -434449.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -434473.968750 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -434474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -434496.781250 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -434496.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -434510.750000 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -434510.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -434521.343750 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -434521.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -434528.156250 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -434528.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -434533.062500 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -434533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -434538.687500 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -434538.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -434544.281250 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -434544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -434545.312500 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -434545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -434547.687500 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -434547.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -434547.875000 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -434547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -434548.343750 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -434548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -434549.156250 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -434549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -434549.468750 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -434549.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -434549.468750 Penalty: 2758.054443
	Iteration 26F: 3 clusters Score -434549.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -451212.531250 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -451212.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -447339.687500 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -447339.7 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -448648.593750 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -448648.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -448968.500000 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -448968.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -449293.656250 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -449293.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -449545.562500 Penalty: 2765.804932
	Iteration 4F: 3 clusters Score -449545.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -449758.625000 Penalty: 2765.804932
	Iteration 5F: 3 clusters Score -449758.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -449938.468750 Penalty: 2765.804932
	Iteration 6Q: 3 clusters Score -449938.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -450050.781250 Penalty: 2765.804932
	Iteration 7Q: 3 clusters Score -450050.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -450152.156250 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -450152.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -450244.750000 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -450244.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -450324.093750 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -450324.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -450384.406250 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -450384.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -450432.625000 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -450432.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -450468.750000 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -450468.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -450503.000000 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -450503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -450535.593750 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -450535.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -450564.125000 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -450564.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -450580.250000 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -450580.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -450592.437500 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -450592.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -450602.593750 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -450602.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -450611.187500 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -450611.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -450619.062500 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -450619.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -450627.125000 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -450627.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -450633.000000 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -450633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -450637.937500 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -450637.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -450643.281250 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -450643.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -450644.968750 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -450645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -450648.218750 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -450648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -450649.531250 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -450649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -450650.187500 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -450650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -450652.375000 Penalty: 2765.804932
	Iteration 30Q: 3 clusters Score -450652.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -450655.875000 Penalty: 2765.804932
	Iteration 31Q: 3 clusters Score -450655.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -450657.593750 Penalty: 2765.804932
	Iteration 32Q: 3 clusters Score -450657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -450657.875000 Penalty: 2765.804932
	Iteration 33Q: 3 clusters Score -450657.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -450661.281250 Penalty: 2765.804932
	Iteration 34Q: 3 clusters Score -450661.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -450664.437500 Penalty: 2765.804932
	Iteration 35Q: 3 clusters Score -450664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -450667.375000 Penalty: 2765.804932
	Iteration 36Q: 3 clusters Score -450667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -450668.375000 Penalty: 2765.804932
	Iteration 37Q: 3 clusters Score -450668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -450668.375000 Penalty: 2765.804932
	Iteration 38Q: 3 clusters Score -450668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -450668.093750 Penalty: 2765.804932
	Iteration 39Q: 3 clusters Score -450668.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -450668.093750 Penalty: 2765.804932
	Iteration 40F: 3 clusters Score -450668.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -116851.625000 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -116851.6 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 677 members 
Entering Unmasked Estep 
Score: -115219.484375 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -115219.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -115608.820312 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -115608.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -115739.484375 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -115739.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -115831.140625 Penalty: 2341.348389
	Iteration 3F: 3 clusters Score -115831.1 nChanged 57
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: -115888.328125 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -115888.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -115932.210938 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -115932.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -115958.265625 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -115958.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -115991.078125 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -115991.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -116015.906250 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -116015.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -116044.968750 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -116045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -116073.984375 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -116074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -116104.500000 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -116104.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -116133.015625 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -116133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -116144.187500 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -116144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -116152.148438 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -116152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -116156.273438 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -116156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -116163.093750 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -116163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -116168.687500 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -116168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -116172.164062 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -116172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -116175.414062 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -116175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -116176.531250 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -116176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -116177.859375 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -116177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -116177.859375 Penalty: 2341.348389
	Iteration 22F: 3 clusters Score -116177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Entering Unmasked Estep 
Score: -3816728.500000 Penalty: 1717.793091
	Iteration 0F: 2 clusters Score -3816728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3794783.000000 Penalty: 3435.586182
	Iteration 0F: 3 clusters Score -3794783 nChanged 17995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3804808.750000 Penalty: 3435.586182
	Iteration 1F: 3 clusters Score -3804809 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3805150.500000 Penalty: 3435.586182
	Iteration 2Q: 3 clusters Score -3805150 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3805486.250000 Penalty: 3435.586182
	Iteration 3Q: 3 clusters Score -3805486 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3805770.000000 Penalty: 3435.586182
	Iteration 4Q: 3 clusters Score -3805770 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3806040.750000 Penalty: 3435.586182
	Iteration 5Q: 3 clusters Score -3806041 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3806328.750000 Penalty: 3435.586182
	Iteration 6Q: 3 clusters Score -3806329 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3806639.750000 Penalty: 3435.586182
	Iteration 7Q: 3 clusters Score -3806640 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3806990.250000 Penalty: 3435.586182
	Iteration 8Q: 3 clusters Score -3806990 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3807455.250000 Penalty: 3435.586182
	Iteration 9Q: 3 clusters Score -3807455 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3808293.500000 Penalty: 3435.586182
	Iteration 10Q: 3 clusters Score -3808294 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3809521.250000 Penalty: 3435.586182
	Iteration 11Q: 3 clusters Score -3809521 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3811040.750000 Penalty: 3435.586182
	Iteration 12F: 3 clusters Score -3811041 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3812269.500000 Penalty: 3435.586182
	Iteration 13F: 3 clusters Score -3812270 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3812778.000000 Penalty: 3435.586182
	Iteration 14Q: 3 clusters Score -3812778 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3812971.500000 Penalty: 3435.586182
	Iteration 15Q: 3 clusters Score -3812972 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3813097.250000 Penalty: 3435.586182
	Iteration 16Q: 3 clusters Score -3813097 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3813199.000000 Penalty: 3435.586182
	Iteration 17Q: 3 clusters Score -3813199 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3813317.250000 Penalty: 3435.586182
	Iteration 18Q: 3 clusters Score -3813317 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3813454.500000 Penalty: 3435.586182
	Iteration 19Q: 3 clusters Score -3813454 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3813607.250000 Penalty: 3435.586182
	Iteration 20F: 3 clusters Score -3813607 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3813757.250000 Penalty: 3435.586182
	Iteration 21Q: 3 clusters Score -3813757 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3813914.000000 Penalty: 3435.586182
	Iteration 22Q: 3 clusters Score -3813914 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3814127.500000 Penalty: 3435.586182
	Iteration 23Q: 3 clusters Score -3814128 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3814331.500000 Penalty: 3435.586182
	Iteration 24Q: 3 clusters Score -3814332 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3814571.000000 Penalty: 3435.586182
	Iteration 25Q: 3 clusters Score -3814571 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3814795.500000 Penalty: 3435.586182
	Iteration 26Q: 3 clusters Score -3814796 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3815053.250000 Penalty: 3435.586182
	Iteration 27Q: 3 clusters Score -3815053 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3815332.500000 Penalty: 3435.586182
	Iteration 28Q: 3 clusters Score -3815332 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3815588.750000 Penalty: 3435.586182
	Iteration 29Q: 3 clusters Score -3815589 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3815853.000000 Penalty: 3435.586182
	Iteration 30Q: 3 clusters Score -3815853 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3816096.250000 Penalty: 3435.586182
	Iteration 31Q: 3 clusters Score -3816096 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3816333.000000 Penalty: 3435.586182
	Iteration 32Q: 3 clusters Score -3816333 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3816555.500000 Penalty: 3435.586182
	Iteration 33Q: 3 clusters Score -3816556 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3816691.250000 Penalty: 3435.586182
	Iteration 34Q: 3 clusters Score -3816691 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3816837.250000 Penalty: 3435.586182
	Iteration 35Q: 3 clusters Score -3816837 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3816939.500000 Penalty: 3435.586182
	Iteration 36Q: 3 clusters Score -3816940 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3817016.500000 Penalty: 3435.586182
	Iteration 37Q: 3 clusters Score -3817016 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3817083.250000 Penalty: 3435.586182
	Iteration 38Q: 3 clusters Score -3817083 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3817151.500000 Penalty: 3435.586182
	Iteration 39Q: 3 clusters Score -3817152 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3817209.000000 Penalty: 3435.586182
	Iteration 40F: 3 clusters Score -3817209 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3817262.500000 Penalty: 3435.586182
	Iteration 41Q: 3 clusters Score -3817262 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3817310.500000 Penalty: 3435.586182
	Iteration 42Q: 3 clusters Score -3817310 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3817351.500000 Penalty: 3435.586182
	Iteration 43Q: 3 clusters Score -3817352 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3817388.000000 Penalty: 3435.586182
	Iteration 44Q: 3 clusters Score -3817388 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3817422.250000 Penalty: 3435.586182
	Iteration 45Q: 3 clusters Score -3817422 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3817464.250000 Penalty: 3435.586182
	Iteration 46Q: 3 clusters Score -3817464 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3817499.500000 Penalty: 3435.586182
	Iteration 47Q: 3 clusters Score -3817500 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3817536.000000 Penalty: 3435.586182
	Iteration 48Q: 3 clusters Score -3817536 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3817565.750000 Penalty: 3435.586182
	Iteration 49Q: 3 clusters Score -3817566 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3817589.250000 Penalty: 3435.586182
	Iteration 50Q: 3 clusters Score -3817589 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3817635.250000 Penalty: 3435.586182
	Iteration 51Q: 3 clusters Score -3817635 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3817634.750000 Penalty: 3435.586182
	Iteration 52Q: 3 clusters Score -3817635 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3817657.750000 Penalty: 3435.586182
	Iteration 53Q: 3 clusters Score -3817658 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3817690.500000 Penalty: 3435.586182
	Iteration 54Q: 3 clusters Score -3817690 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3817707.500000 Penalty: 3435.586182
	Iteration 55Q: 3 clusters Score -3817708 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3817734.000000 Penalty: 3435.586182
	Iteration 56Q: 3 clusters Score -3817734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3817763.250000 Penalty: 3435.586182
	Iteration 57Q: 3 clusters Score -3817763 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3817784.250000 Penalty: 3435.586182
	Iteration 58Q: 3 clusters Score -3817784 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3817802.500000 Penalty: 3435.586182
	Iteration 59Q: 3 clusters Score -3817802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3817821.250000 Penalty: 3435.586182
	Iteration 60F: 3 clusters Score -3817821 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3817829.500000 Penalty: 3435.586182
	Iteration 61Q: 3 clusters Score -3817830 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3817854.500000 Penalty: 3435.586182
	Iteration 62Q: 3 clusters Score -3817854 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3817880.750000 Penalty: 3435.586182
	Iteration 63Q: 3 clusters Score -3817881 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3817908.750000 Penalty: 3435.586182
	Iteration 64Q: 3 clusters Score -3817909 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3817921.500000 Penalty: 3435.586182
	Iteration 65Q: 3 clusters Score -3817922 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3817938.500000 Penalty: 3435.586182
	Iteration 66Q: 3 clusters Score -3817938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3817972.500000 Penalty: 3435.586182
	Iteration 67Q: 3 clusters Score -3817972 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3818007.750000 Penalty: 3435.586182
	Iteration 68Q: 3 clusters Score -3818008 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3818019.000000 Penalty: 3435.586182
	Iteration 69Q: 3 clusters Score -3818019 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3818045.000000 Penalty: 3435.586182
	Iteration 70Q: 3 clusters Score -3818045 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3818075.250000 Penalty: 3435.586182
	Iteration 71Q: 3 clusters Score -3818075 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3818097.500000 Penalty: 3435.586182
	Iteration 72Q: 3 clusters Score -3818098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3818102.500000 Penalty: 3435.586182
	Iteration 73Q: 3 clusters Score -3818102 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3818139.250000 Penalty: 3435.586182
	Iteration 74Q: 3 clusters Score -3818139 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3818179.750000 Penalty: 3435.586182
	Iteration 75Q: 3 clusters Score -3818180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3818212.000000 Penalty: 3435.586182
	Iteration 76Q: 3 clusters Score -3818212 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3818227.500000 Penalty: 3435.586182
	Iteration 77Q: 3 clusters Score -3818228 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3818222.500000 Penalty: 3435.586182
	Iteration 78Q: 3 clusters Score -3818222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3818200.250000 Penalty: 3435.586182
	Iteration 79Q: 3 clusters Score -3818200 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3818165.750000 Penalty: 3435.586182
	Iteration 80F: 3 clusters Score -3818166 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3818131.250000 Penalty: 3435.586182
	Iteration 81Q: 3 clusters Score -3818131 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3818071.000000 Penalty: 3435.586182
	Iteration 82Q: 3 clusters Score -3818071 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3818016.500000 Penalty: 3435.586182
	Iteration 83Q: 3 clusters Score -3818016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3817956.750000 Penalty: 3435.586182
	Iteration 84Q: 3 clusters Score -3817957 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3817906.000000 Penalty: 3435.586182
	Iteration 85Q: 3 clusters Score -3817906 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3817834.250000 Penalty: 3435.586182
	Iteration 86Q: 3 clusters Score -3817834 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3817773.250000 Penalty: 3435.586182
	Iteration 87Q: 3 clusters Score -3817773 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3817722.500000 Penalty: 3435.586182
	Iteration 88Q: 3 clusters Score -3817722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3817659.750000 Penalty: 3435.586182
	Iteration 89Q: 3 clusters Score -3817660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3817595.000000 Penalty: 3435.586182
	Iteration 90Q: 3 clusters Score -3817595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3817527.250000 Penalty: 3435.586182
	Iteration 91Q: 3 clusters Score -3817527 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3817484.000000 Penalty: 3435.586182
	Iteration 92Q: 3 clusters Score -3817484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3817420.750000 Penalty: 3435.586182
	Iteration 93Q: 3 clusters Score -3817421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3817407.250000 Penalty: 3435.586182
	Iteration 94Q: 3 clusters Score -3817407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3817356.500000 Penalty: 3435.586182
	Iteration 95Q: 3 clusters Score -3817356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3817288.500000 Penalty: 3435.586182
	Iteration 96Q: 3 clusters Score -3817288 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3817241.750000 Penalty: 3435.586182
	Iteration 97Q: 3 clusters Score -3817242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3817199.750000 Penalty: 3435.586182
	Iteration 98Q: 3 clusters Score -3817200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3817158.250000 Penalty: 3435.586182
	Iteration 99Q: 3 clusters Score -3817158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3817093.250000 Penalty: 3435.586182
	Iteration 100F: 3 clusters Score -3817093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3817062.500000 Penalty: 3435.586182
	Iteration 101Q: 3 clusters Score -3817062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3817030.500000 Penalty: 3435.586182
	Iteration 102Q: 3 clusters Score -3817030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3816995.250000 Penalty: 3435.586182
	Iteration 103Q: 3 clusters Score -3816995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3816935.000000 Penalty: 3435.586182
	Iteration 104Q: 3 clusters Score -3816935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3816890.250000 Penalty: 3435.586182
	Iteration 105Q: 3 clusters Score -3816890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3816865.500000 Penalty: 3435.586182
	Iteration 106Q: 3 clusters Score -3816866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3816826.250000 Penalty: 3435.586182
	Iteration 107Q: 3 clusters Score -3816826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3816792.000000 Penalty: 3435.586182
	Iteration 108Q: 3 clusters Score -3816792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3816750.000000 Penalty: 3435.586182
	Iteration 109Q: 3 clusters Score -3816750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3816733.750000 Penalty: 3435.586182
	Iteration 110Q: 3 clusters Score -3816734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3816702.750000 Penalty: 3435.586182
	Iteration 111Q: 3 clusters Score -3816703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3816682.500000 Penalty: 3435.586182
	Iteration 112Q: 3 clusters Score -3816682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3816660.000000 Penalty: 3435.586182
	Iteration 113Q: 3 clusters Score -3816660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3816637.000000 Penalty: 3435.586182
	Iteration 114Q: 3 clusters Score -3816637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3816628.500000 Penalty: 3435.586182
	Iteration 115Q: 3 clusters Score -3816628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3816607.250000 Penalty: 3435.586182
	Iteration 116Q: 3 clusters Score -3816607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3816603.250000 Penalty: 3435.586182
	Iteration 117Q: 3 clusters Score -3816603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3816590.000000 Penalty: 3435.586182
	Iteration 118Q: 3 clusters Score -3816590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3816570.750000 Penalty: 3435.586182
	Iteration 119Q: 3 clusters Score -3816571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3816561.500000 Penalty: 3435.586182
	Iteration 120F: 3 clusters Score -3816562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3816550.750000 Penalty: 3435.586182
	Iteration 121Q: 3 clusters Score -3816551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3816557.250000 Penalty: 3435.586182
	Iteration 122Q: 3 clusters Score -3816557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3816545.000000 Penalty: 3435.586182
	Iteration 123Q: 3 clusters Score -3816545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3816544.250000 Penalty: 3435.586182
	Iteration 124Q: 3 clusters Score -3816544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3816542.750000 Penalty: 3435.586182
	Iteration 125Q: 3 clusters Score -3816543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3816542.750000 Penalty: 3435.586182
	Iteration 126F: 3 clusters Score -3816543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -318923.156250 Penalty: 1328.709351
	Iteration 0F: 2 clusters Score -318923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -315863.593750 Penalty: 2657.418701
	Iteration 0F: 3 clusters Score -315863.6 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -316685.937500 Penalty: 2657.418701
	Iteration 1F: 3 clusters Score -316685.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -316891.281250 Penalty: 2657.418701
	Iteration 2F: 3 clusters Score -316891.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -317059.031250 Penalty: 2657.418701
	Iteration 3F: 3 clusters Score -317059 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -317231.781250 Penalty: 2657.418701
	Iteration 4Q: 3 clusters Score -317231.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -317390.812500 Penalty: 2657.418701
	Iteration 5F: 3 clusters Score -317390.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -317505.593750 Penalty: 2657.418701
	Iteration 6Q: 3 clusters Score -317505.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -317603.093750 Penalty: 2657.418701
	Iteration 7Q: 3 clusters Score -317603.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -317686.750000 Penalty: 2657.418701
	Iteration 8Q: 3 clusters Score -317686.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -317759.187500 Penalty: 2657.418701
	Iteration 9Q: 3 clusters Score -317759.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -317832.687500 Penalty: 2657.418701
	Iteration 10Q: 3 clusters Score -317832.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -317901.593750 Penalty: 2657.418701
	Iteration 11Q: 3 clusters Score -317901.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -317973.062500 Penalty: 2657.418701
	Iteration 12Q: 3 clusters Score -317973.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -318032.781250 Penalty: 2657.418701
	Iteration 13Q: 3 clusters Score -318032.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -318092.906250 Penalty: 2657.418701
	Iteration 14Q: 3 clusters Score -318092.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -318137.500000 Penalty: 2657.418701
	Iteration 15Q: 3 clusters Score -318137.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -318170.250000 Penalty: 2657.418701
	Iteration 16Q: 3 clusters Score -318170.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -318199.875000 Penalty: 2657.418701
	Iteration 17Q: 3 clusters Score -318199.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -318217.875000 Penalty: 2657.418701
	Iteration 18Q: 3 clusters Score -318217.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -318225.531250 Penalty: 2657.418701
	Iteration 19Q: 3 clusters Score -318225.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -318232.062500 Penalty: 2657.418701
	Iteration 20F: 3 clusters Score -318232.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -318240.000000 Penalty: 2657.418701
	Iteration 21Q: 3 clusters Score -318240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -318250.468750 Penalty: 2657.418701
	Iteration 22Q: 3 clusters Score -318250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -318255.156250 Penalty: 2657.418701
	Iteration 23Q: 3 clusters Score -318255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -318257.500000 Penalty: 2657.418701
	Iteration 24Q: 3 clusters Score -318257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -318259.062500 Penalty: 2657.418701
	Iteration 25Q: 3 clusters Score -318259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -318259.937500 Penalty: 2657.418701
	Iteration 26Q: 3 clusters Score -318259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -318261.062500 Penalty: 2657.418701
	Iteration 27Q: 3 clusters Score -318261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -318261.875000 Penalty: 2657.418701
	Iteration 28Q: 3 clusters Score -318261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -318262.750000 Penalty: 2657.418701
	Iteration 29Q: 3 clusters Score -318262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -318264.093750 Penalty: 2657.418701
	Iteration 30Q: 3 clusters Score -318264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -318264.156250 Penalty: 2657.418701
	Iteration 31Q: 3 clusters Score -318264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -318264.218750 Penalty: 2657.418701
	Iteration 32Q: 3 clusters Score -318264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -318264.531250 Penalty: 2657.418701
	Iteration 33Q: 3 clusters Score -318264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -318264.031250 Penalty: 2657.418701
	Iteration 34Q: 3 clusters Score -318264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -318264.031250 Penalty: 2657.418701
	Iteration 35F: 3 clusters Score -318264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60745.679688 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60745.68 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60956.933594 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -60956.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61081.285156 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -61081.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61194.738281 Penalty: 2119.201904
	Iteration 3F: 3 clusters Score -61194.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61278.722656 Penalty: 2119.201904
	Iteration 4F: 3 clusters Score -61278.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -61326.550781 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61326.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61350.500000 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61350.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -61364.175781 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61364.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -61372.500000 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61381.171875 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61381.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -61387.921875 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61387.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -61390.414062 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -61390.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61392.433594 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -61392.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61393.886719 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -61393.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61393.886719 Penalty: 2119.201904
	Iteration 14F: 3 clusters Score -61393.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -123574.359375 Penalty: 1194.145508
	Iteration 0F: 2 clusters Score -123574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -121814.976562 Penalty: 2388.291016
	Iteration 0F: 3 clusters Score -121815 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -122232.921875 Penalty: 2388.291016
	Iteration 1F: 3 clusters Score -122232.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -122365.554688 Penalty: 2388.291016
	Iteration 2F: 3 clusters Score -122365.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -122443.468750 Penalty: 2388.291016
	Iteration 3F: 3 clusters Score -122443.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -122477.023438 Penalty: 2388.291016
	Iteration 4Q: 3 clusters Score -122477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -122503.656250 Penalty: 2388.291016
	Iteration 5Q: 3 clusters Score -122503.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -122526.679688 Penalty: 2388.291016
	Iteration 6Q: 3 clusters Score -122526.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -122541.148438 Penalty: 2388.291016
	Iteration 7Q: 3 clusters Score -122541.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -122555.265625 Penalty: 2388.291016
	Iteration 8Q: 3 clusters Score -122555.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -122567.382812 Penalty: 2388.291016
	Iteration 9Q: 3 clusters Score -122567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -122573.125000 Penalty: 2388.291016
	Iteration 10Q: 3 clusters Score -122573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122575.203125 Penalty: 2388.291016
	Iteration 11Q: 3 clusters Score -122575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -122578.046875 Penalty: 2388.291016
	Iteration 12Q: 3 clusters Score -122578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122580.242188 Penalty: 2388.291016
	Iteration 13Q: 3 clusters Score -122580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122582.617188 Penalty: 2388.291016
	Iteration 14Q: 3 clusters Score -122582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -122583.968750 Penalty: 2388.291016
	Iteration 15Q: 3 clusters Score -122584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122585.718750 Penalty: 2388.291016
	Iteration 16Q: 3 clusters Score -122585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122586.140625 Penalty: 2388.291016
	Iteration 17Q: 3 clusters Score -122586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122586.554688 Penalty: 2388.291016
	Iteration 18Q: 3 clusters Score -122586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -122587.515625 Penalty: 2388.291016
	Iteration 19Q: 3 clusters Score -122587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122588.367188 Penalty: 2388.291016
	Iteration 20F: 3 clusters Score -122588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122589.882812 Penalty: 2388.291016
	Iteration 21Q: 3 clusters Score -122589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122590.656250 Penalty: 2388.291016
	Iteration 22Q: 3 clusters Score -122590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122596.328125 Penalty: 2388.291016
	Iteration 23Q: 3 clusters Score -122596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122601.117188 Penalty: 2388.291016
	Iteration 24Q: 3 clusters Score -122601.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -122603.765625 Penalty: 2388.291016
	Iteration 25Q: 3 clusters Score -122603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -122607.109375 Penalty: 2388.291016
	Iteration 26Q: 3 clusters Score -122607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122609.523438 Penalty: 2388.291016
	Iteration 27Q: 3 clusters Score -122609.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -122611.515625 Penalty: 2388.291016
	Iteration 28Q: 3 clusters Score -122611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122612.726562 Penalty: 2388.291016
	Iteration 29Q: 3 clusters Score -122612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -122614.359375 Penalty: 2388.291016
	Iteration 30Q: 3 clusters Score -122614.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122618.804688 Penalty: 2388.291016
	Iteration 31Q: 3 clusters Score -122618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122624.085938 Penalty: 2388.291016
	Iteration 32Q: 3 clusters Score -122624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122632.179688 Penalty: 2388.291016
	Iteration 33Q: 3 clusters Score -122632.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122636.070312 Penalty: 2388.291016
	Iteration 34Q: 3 clusters Score -122636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122641.085938 Penalty: 2388.291016
	Iteration 35Q: 3 clusters Score -122641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -122652.062500 Penalty: 2388.291016
	Iteration 36Q: 3 clusters Score -122652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -122668.765625 Penalty: 2388.291016
	Iteration 37Q: 3 clusters Score -122668.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122683.101562 Penalty: 2388.291016
	Iteration 38Q: 3 clusters Score -122683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -122691.085938 Penalty: 2388.291016
	Iteration 39Q: 3 clusters Score -122691.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -122698.726562 Penalty: 2388.291016
	Iteration 40F: 3 clusters Score -122698.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122705.632812 Penalty: 2388.291016
	Iteration 41Q: 3 clusters Score -122705.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122710.601562 Penalty: 2388.291016
	Iteration 42Q: 3 clusters Score -122710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122714.570312 Penalty: 2388.291016
	Iteration 43Q: 3 clusters Score -122714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122717.296875 Penalty: 2388.291016
	Iteration 44Q: 3 clusters Score -122717.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122719.000000 Penalty: 2388.291016
	Iteration 45Q: 3 clusters Score -122719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122721.804688 Penalty: 2388.291016
	Iteration 46Q: 3 clusters Score -122721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122721.804688 Penalty: 2388.291016
	Iteration 47F: 3 clusters Score -122721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -140189.453125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -140189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -138403.625000 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -138403.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -138817.312500 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -138817.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139015.281250 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -139015.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139163.343750 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -139163.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139239.781250 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -139239.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139308.875000 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -139308.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -139353.671875 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -139353.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139379.859375 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -139379.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139402.031250 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -139402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139427.406250 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -139427.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139443.140625 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -139443.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -139469.921875 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -139469.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139537.171875 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -139537.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139627.343750 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -139627.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139765.125000 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -139765.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139873.671875 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -139873.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139917.640625 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -139917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139936.031250 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -139936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -139947.062500 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -139947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139957.046875 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -139957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139961.656250 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -139961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -139962.234375 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -139962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -139962.234375 Penalty: 2392.859619
	Iteration 22F: 3 clusters Score -139962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Entering Unmasked Estep 
Score: -3510548.750000 Penalty: 1708.368286
	Iteration 0F: 2 clusters Score -3510549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3486759.500000 Penalty: 3416.736572
	Iteration 0F: 3 clusters Score -3486760 nChanged 17019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3496222.500000 Penalty: 3416.736572
	Iteration 1F: 3 clusters Score -3496222 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3496650.750000 Penalty: 3416.736572
	Iteration 2Q: 3 clusters Score -3496651 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3497209.000000 Penalty: 3416.736572
	Iteration 3Q: 3 clusters Score -3497209 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3497976.500000 Penalty: 3416.736572
	Iteration 4Q: 3 clusters Score -3497976 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3499286.750000 Penalty: 3416.736572
	Iteration 5F: 3 clusters Score -3499287 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3501357.750000 Penalty: 3416.736572
	Iteration 6F: 3 clusters Score -3501358 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3504175.750000 Penalty: 3416.736572
	Iteration 7F: 3 clusters Score -3504176 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -3507047.500000 Penalty: 3416.736572
	Iteration 8F: 3 clusters Score -3507048 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -3508333.000000 Penalty: 3416.736572
	Iteration 9Q: 3 clusters Score -3508333 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -3508806.750000 Penalty: 3416.736572
	Iteration 10Q: 3 clusters Score -3508807 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -3508954.750000 Penalty: 3416.736572
	Iteration 11Q: 3 clusters Score -3508955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -3508981.500000 Penalty: 3416.736572
	Iteration 12Q: 3 clusters Score -3508982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -3509025.750000 Penalty: 3416.736572
	Iteration 13Q: 3 clusters Score -3509026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -3509046.250000 Penalty: 3416.736572
	Iteration 14Q: 3 clusters Score -3509046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -3509060.500000 Penalty: 3416.736572
	Iteration 15Q: 3 clusters Score -3509060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -3509072.000000 Penalty: 3416.736572
	Iteration 16Q: 3 clusters Score -3509072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -3509077.250000 Penalty: 3416.736572
	Iteration 17Q: 3 clusters Score -3509077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -3509086.250000 Penalty: 3416.736572
	Iteration 18Q: 3 clusters Score -3509086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -3509085.000000 Penalty: 3416.736572
	Iteration 19Q: 3 clusters Score -3509085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3509093.250000 Penalty: 3416.736572
	Iteration 20F: 3 clusters Score -3509093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -3509092.500000 Penalty: 3416.736572
	Iteration 21Q: 3 clusters Score -3509092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3509093.000000 Penalty: 3416.736572
	Iteration 22Q: 3 clusters Score -3509093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3509093.000000 Penalty: 3416.736572
	Iteration 23F: 3 clusters Score -3509093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -117876.460938 Penalty: 1182.665039
	Iteration 0F: 2 clusters Score -117876.5 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 719 members 
Entering Unmasked Estep 
Score: -116183.296875 Penalty: 2365.330078
	Iteration 0F: 3 clusters Score -116183.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -116628.804688 Penalty: 2365.330078
	Iteration 1F: 3 clusters Score -116628.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -116825.781250 Penalty: 2365.330078
	Iteration 2F: 3 clusters Score -116825.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -116969.187500 Penalty: 2365.330078
	Iteration 3F: 3 clusters Score -116969.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -117080.164062 Penalty: 2365.330078
	Iteration 4F: 3 clusters Score -117080.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -117166.679688 Penalty: 2365.330078
	Iteration 5Q: 3 clusters Score -117166.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117245.687500 Penalty: 2365.330078
	Iteration 6Q: 3 clusters Score -117245.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117306.070312 Penalty: 2365.330078
	Iteration 7Q: 3 clusters Score -117306.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -117354.296875 Penalty: 2365.330078
	Iteration 8Q: 3 clusters Score -117354.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -117403.414062 Penalty: 2365.330078
	Iteration 9Q: 3 clusters Score -117403.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117441.640625 Penalty: 2365.330078
	Iteration 10Q: 3 clusters Score -117441.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117477.914062 Penalty: 2365.330078
	Iteration 11Q: 3 clusters Score -117477.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117501.078125 Penalty: 2365.330078
	Iteration 12Q: 3 clusters Score -117501.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -117523.507812 Penalty: 2365.330078
	Iteration 13Q: 3 clusters Score -117523.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -117545.437500 Penalty: 2365.330078
	Iteration 14Q: 3 clusters Score -117545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117557.578125 Penalty: 2365.330078
	Iteration 15Q: 3 clusters Score -117557.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -117563.742188 Penalty: 2365.330078
	Iteration 16Q: 3 clusters Score -117563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -117566.804688 Penalty: 2365.330078
	Iteration 17Q: 3 clusters Score -117566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -117568.375000 Penalty: 2365.330078
	Iteration 18Q: 3 clusters Score -117568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -117569.929688 Penalty: 2365.330078
	Iteration 19Q: 3 clusters Score -117569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -117572.101562 Penalty: 2365.330078
	Iteration 20F: 3 clusters Score -117572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -117577.750000 Penalty: 2365.330078
	Iteration 21Q: 3 clusters Score -117577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117587.414062 Penalty: 2365.330078
	Iteration 22Q: 3 clusters Score -117587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -117618.421875 Penalty: 2365.330078
	Iteration 23Q: 3 clusters Score -117618.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -117729.757812 Penalty: 2365.330078
	Iteration 24Q: 3 clusters Score -117729.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -117861.507812 Penalty: 2365.330078
	Iteration 25Q: 3 clusters Score -117861.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -117901.523438 Penalty: 2365.330078
	Iteration 26Q: 3 clusters Score -117901.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -117916.914062 Penalty: 2365.330078
	Iteration 27Q: 3 clusters Score -117916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -117928.421875 Penalty: 2365.330078
	Iteration 28Q: 3 clusters Score -117928.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117945.640625 Penalty: 2365.330078
	Iteration 29Q: 3 clusters Score -117945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -117955.929688 Penalty: 2365.330078
	Iteration 30Q: 3 clusters Score -117955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -117958.937500 Penalty: 2365.330078
	Iteration 31Q: 3 clusters Score -117958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -117959.398438 Penalty: 2365.330078
	Iteration 32Q: 3 clusters Score -117959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -117959.960938 Penalty: 2365.330078
	Iteration 33Q: 3 clusters Score -117960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -117959.960938 Penalty: 2365.330078
	Iteration 34F: 3 clusters Score -117960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30571 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 49507 members 
Mstep: Class 18 contains 22425 members 
Mstep: Class 19 contains 33729 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38934 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39342 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38989 members 
Mstep: Class 37 contains 3557 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36792 members 
Mstep: Class 42 contains 649 members 
Mstep: Class 43 contains 4848 members 
Mstep: Class 44 contains 5039 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19939 members 
Mstep: Class 47 contains 799 members 
Entering Unmasked Estep 
Score: -49783840.000000 Penalty: 100859.070312
Splitting cluster 42 changes total score from -49784480.000000 to -49783840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -455234.343750 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -455234.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -451315.500000 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -451315.5 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -452400.750000 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -452400.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -452637.343750 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -452637.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -452813.937500 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -452813.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -452959.593750 Penalty: 2758.054443
	Iteration 4Q: 3 clusters Score -452959.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -453068.750000 Penalty: 2758.054443
	Iteration 5Q: 3 clusters Score -453068.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -453163.312500 Penalty: 2758.054443
	Iteration 6Q: 3 clusters Score -453163.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -453240.312500 Penalty: 2758.054443
	Iteration 7Q: 3 clusters Score -453240.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -453299.781250 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -453299.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -453347.781250 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -453347.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -453408.156250 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -453408.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -453461.156250 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -453461.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -453525.656250 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -453525.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -453574.500000 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -453574.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -453614.406250 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -453614.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -453656.437500 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -453656.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -453686.625000 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -453686.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -453711.781250 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -453711.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -453736.968750 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -453737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -453759.531250 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -453759.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -453780.875000 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -453780.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -453796.656250 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -453796.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -453808.812500 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -453808.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -453821.500000 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -453821.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -453834.875000 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -453834.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -453846.812500 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -453846.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -453857.468750 Penalty: 2758.054443
	Iteration 26Q: 3 clusters Score -453857.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -453871.750000 Penalty: 2758.054443
	Iteration 27Q: 3 clusters Score -453871.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -453894.750000 Penalty: 2758.054443
	Iteration 28Q: 3 clusters Score -453894.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -453912.656250 Penalty: 2758.054443
	Iteration 29Q: 3 clusters Score -453912.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -453926.906250 Penalty: 2758.054443
	Iteration 30Q: 3 clusters Score -453926.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -453944.218750 Penalty: 2758.054443
	Iteration 31Q: 3 clusters Score -453944.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -453958.093750 Penalty: 2758.054443
	Iteration 32Q: 3 clusters Score -453958.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -453967.000000 Penalty: 2758.054443
	Iteration 33Q: 3 clusters Score -453967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -453974.968750 Penalty: 2758.054443
	Iteration 34Q: 3 clusters Score -453975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -453981.625000 Penalty: 2758.054443
	Iteration 35Q: 3 clusters Score -453981.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -453985.937500 Penalty: 2758.054443
	Iteration 36Q: 3 clusters Score -453985.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -453988.468750 Penalty: 2758.054443
	Iteration 37Q: 3 clusters Score -453988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -453990.500000 Penalty: 2758.054443
	Iteration 38Q: 3 clusters Score -453990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -453994.156250 Penalty: 2758.054443
	Iteration 39Q: 3 clusters Score -453994.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -453997.250000 Penalty: 2758.054443
	Iteration 40F: 3 clusters Score -453997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -453999.062500 Penalty: 2758.054443
	Iteration 41Q: 3 clusters Score -453999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -454001.625000 Penalty: 2758.054443
	Iteration 42Q: 3 clusters Score -454001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -454003.843750 Penalty: 2758.054443
	Iteration 43Q: 3 clusters Score -454003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -454006.718750 Penalty: 2758.054443
	Iteration 44Q: 3 clusters Score -454006.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -454007.812500 Penalty: 2758.054443
	Iteration 45Q: 3 clusters Score -454007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -454011.375000 Penalty: 2758.054443
	Iteration 46Q: 3 clusters Score -454011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -454013.781250 Penalty: 2758.054443
	Iteration 47Q: 3 clusters Score -454013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -454018.343750 Penalty: 2758.054443
	Iteration 48Q: 3 clusters Score -454018.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -454034.750000 Penalty: 2758.054443
	Iteration 49Q: 3 clusters Score -454034.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -454050.125000 Penalty: 2758.054443
	Iteration 50Q: 3 clusters Score -454050.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -454067.312500 Penalty: 2758.054443
	Iteration 51Q: 3 clusters Score -454067.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -454086.218750 Penalty: 2758.054443
	Iteration 52Q: 3 clusters Score -454086.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -454095.781250 Penalty: 2758.054443
	Iteration 53Q: 3 clusters Score -454095.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -454106.031250 Penalty: 2758.054443
	Iteration 54Q: 3 clusters Score -454106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -454113.062500 Penalty: 2758.054443
	Iteration 55Q: 3 clusters Score -454113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -454117.750000 Penalty: 2758.054443
	Iteration 56Q: 3 clusters Score -454117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -454120.375000 Penalty: 2758.054443
	Iteration 57Q: 3 clusters Score -454120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -454122.125000 Penalty: 2758.054443
	Iteration 58Q: 3 clusters Score -454122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -454123.593750 Penalty: 2758.054443
	Iteration 59Q: 3 clusters Score -454123.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -454123.593750 Penalty: 2758.054443
	Iteration 60F: 3 clusters Score -454123.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -461677.218750 Penalty: 1385.306519
	Iteration 0F: 2 clusters Score -461677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -457658.625000 Penalty: 2770.613037
	Iteration 0F: 3 clusters Score -457658.6 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -458793.718750 Penalty: 2770.613037
	Iteration 1F: 3 clusters Score -458793.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -458963.843750 Penalty: 2770.613037
	Iteration 2F: 3 clusters Score -458963.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -459092.187500 Penalty: 2770.613037
	Iteration 3F: 3 clusters Score -459092.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -459198.812500 Penalty: 2770.613037
	Iteration 4Q: 3 clusters Score -459198.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -459285.843750 Penalty: 2770.613037
	Iteration 5Q: 3 clusters Score -459285.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -459372.718750 Penalty: 2770.613037
	Iteration 6Q: 3 clusters Score -459372.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -459450.625000 Penalty: 2770.613037
	Iteration 7Q: 3 clusters Score -459450.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -459522.156250 Penalty: 2770.613037
	Iteration 8Q: 3 clusters Score -459522.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -459584.125000 Penalty: 2770.613037
	Iteration 9Q: 3 clusters Score -459584.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -459648.093750 Penalty: 2770.613037
	Iteration 10Q: 3 clusters Score -459648.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -459704.843750 Penalty: 2770.613037
	Iteration 11Q: 3 clusters Score -459704.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -459748.125000 Penalty: 2770.613037
	Iteration 12Q: 3 clusters Score -459748.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -459788.343750 Penalty: 2770.613037
	Iteration 13Q: 3 clusters Score -459788.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -459835.875000 Penalty: 2770.613037
	Iteration 14Q: 3 clusters Score -459835.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -459877.687500 Penalty: 2770.613037
	Iteration 15Q: 3 clusters Score -459877.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -459920.062500 Penalty: 2770.613037
	Iteration 16Q: 3 clusters Score -459920.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -459971.250000 Penalty: 2770.613037
	Iteration 17Q: 3 clusters Score -459971.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -460027.250000 Penalty: 2770.613037
	Iteration 18Q: 3 clusters Score -460027.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -460085.562500 Penalty: 2770.613037
	Iteration 19Q: 3 clusters Score -460085.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -460136.875000 Penalty: 2770.613037
	Iteration 20F: 3 clusters Score -460136.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -460175.968750 Penalty: 2770.613037
	Iteration 21Q: 3 clusters Score -460176 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -460214.281250 Penalty: 2770.613037
	Iteration 22Q: 3 clusters Score -460214.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -460251.843750 Penalty: 2770.613037
	Iteration 23Q: 3 clusters Score -460251.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -460286.375000 Penalty: 2770.613037
	Iteration 24Q: 3 clusters Score -460286.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -460314.687500 Penalty: 2770.613037
	Iteration 25Q: 3 clusters Score -460314.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -460340.343750 Penalty: 2770.613037
	Iteration 26Q: 3 clusters Score -460340.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -460367.718750 Penalty: 2770.613037
	Iteration 27Q: 3 clusters Score -460367.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -460394.875000 Penalty: 2770.613037
	Iteration 28Q: 3 clusters Score -460394.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -460417.718750 Penalty: 2770.613037
	Iteration 29Q: 3 clusters Score -460417.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -460439.312500 Penalty: 2770.613037
	Iteration 30Q: 3 clusters Score -460439.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -460450.062500 Penalty: 2770.613037
	Iteration 31Q: 3 clusters Score -460450.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -460458.781250 Penalty: 2770.613037
	Iteration 32Q: 3 clusters Score -460458.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -460465.531250 Penalty: 2770.613037
	Iteration 33Q: 3 clusters Score -460465.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -460471.062500 Penalty: 2770.613037
	Iteration 34Q: 3 clusters Score -460471.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -460477.625000 Penalty: 2770.613037
	Iteration 35Q: 3 clusters Score -460477.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -460480.406250 Penalty: 2770.613037
	Iteration 36Q: 3 clusters Score -460480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -460481.875000 Penalty: 2770.613037
	Iteration 37Q: 3 clusters Score -460481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -460483.406250 Penalty: 2770.613037
	Iteration 38Q: 3 clusters Score -460483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -460485.375000 Penalty: 2770.613037
	Iteration 39Q: 3 clusters Score -460485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -460486.750000 Penalty: 2770.613037
	Iteration 40F: 3 clusters Score -460486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -460487.468750 Penalty: 2770.613037
	Iteration 41Q: 3 clusters Score -460487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -460488.656250 Penalty: 2770.613037
	Iteration 42Q: 3 clusters Score -460488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -460487.968750 Penalty: 2770.613037
	Iteration 43Q: 3 clusters Score -460488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -460487.968750 Penalty: 2770.613037
	Iteration 44F: 3 clusters Score -460488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Entering Unmasked Estep 
Score: -898563.000000 Penalty: 1485.967285
	Iteration 0F: 2 clusters Score -898563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -891789.500000 Penalty: 2971.934570
	Iteration 0F: 3 clusters Score -891789.5 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -893932.562500 Penalty: 2971.934570
	Iteration 1F: 3 clusters Score -893932.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -894213.937500 Penalty: 2971.934570
	Iteration 2F: 3 clusters Score -894213.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -894486.062500 Penalty: 2971.934570
	Iteration 3F: 3 clusters Score -894486.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -894732.000000 Penalty: 2971.934570
	Iteration 4F: 3 clusters Score -894732 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -894958.500000 Penalty: 2971.934570
	Iteration 5F: 3 clusters Score -894958.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -895167.625000 Penalty: 2971.934570
	Iteration 6Q: 3 clusters Score -895167.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -895395.875000 Penalty: 2971.934570
	Iteration 7Q: 3 clusters Score -895395.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -895611.937500 Penalty: 2971.934570
	Iteration 8Q: 3 clusters Score -895611.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -895788.812500 Penalty: 2971.934570
	Iteration 9Q: 3 clusters Score -895788.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -895972.250000 Penalty: 2971.934570
	Iteration 10Q: 3 clusters Score -895972.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -896158.187500 Penalty: 2971.934570
	Iteration 11Q: 3 clusters Score -896158.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -896370.375000 Penalty: 2971.934570
	Iteration 12Q: 3 clusters Score -896370.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -896558.187500 Penalty: 2971.934570
	Iteration 13Q: 3 clusters Score -896558.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -896751.687500 Penalty: 2971.934570
	Iteration 14Q: 3 clusters Score -896751.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -896924.062500 Penalty: 2971.934570
	Iteration 15Q: 3 clusters Score -896924.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -897080.062500 Penalty: 2971.934570
	Iteration 16Q: 3 clusters Score -897080.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -897218.937500 Penalty: 2971.934570
	Iteration 17Q: 3 clusters Score -897218.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -897330.562500 Penalty: 2971.934570
	Iteration 18Q: 3 clusters Score -897330.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -897417.062500 Penalty: 2971.934570
	Iteration 19Q: 3 clusters Score -897417.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -897477.562500 Penalty: 2971.934570
	Iteration 20F: 3 clusters Score -897477.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -897507.875000 Penalty: 2971.934570
	Iteration 21Q: 3 clusters Score -897507.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -897532.062500 Penalty: 2971.934570
	Iteration 22Q: 3 clusters Score -897532.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -897542.125000 Penalty: 2971.934570
	Iteration 23Q: 3 clusters Score -897542.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -897549.187500 Penalty: 2971.934570
	Iteration 24Q: 3 clusters Score -897549.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -897552.437500 Penalty: 2971.934570
	Iteration 25Q: 3 clusters Score -897552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -897556.750000 Penalty: 2971.934570
	Iteration 26Q: 3 clusters Score -897556.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -897555.687500 Penalty: 2971.934570
	Iteration 27Q: 3 clusters Score -897555.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -897557.000000 Penalty: 2971.934570
	Iteration 28Q: 3 clusters Score -897557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -897559.812500 Penalty: 2971.934570
	Iteration 29Q: 3 clusters Score -897559.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -897561.937500 Penalty: 2971.934570
	Iteration 30Q: 3 clusters Score -897561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -897563.875000 Penalty: 2971.934570
	Iteration 31Q: 3 clusters Score -897563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -897564.500000 Penalty: 2971.934570
	Iteration 32Q: 3 clusters Score -897564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -897566.000000 Penalty: 2971.934570
	Iteration 33Q: 3 clusters Score -897566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -897566.375000 Penalty: 2971.934570
	Iteration 34Q: 3 clusters Score -897566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -897566.500000 Penalty: 2971.934570
	Iteration 35Q: 3 clusters Score -897566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -897567.187500 Penalty: 2971.934570
	Iteration 36Q: 3 clusters Score -897567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -897567.187500 Penalty: 2971.934570
	Iteration 37F: 3 clusters Score -897567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Entering Unmasked Estep 
Score: -1951575.125000 Penalty: 1608.820312
	Iteration 0F: 2 clusters Score -1951575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1937924.375000 Penalty: 3217.640625
	Iteration 0F: 3 clusters Score -1937924 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1942880.500000 Penalty: 3217.640625
	Iteration 1F: 3 clusters Score -1942880 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1943208.500000 Penalty: 3217.640625
	Iteration 2Q: 3 clusters Score -1943208 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1943513.750000 Penalty: 3217.640625
	Iteration 3Q: 3 clusters Score -1943514 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1943833.000000 Penalty: 3217.640625
	Iteration 4Q: 3 clusters Score -1943833 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1944192.500000 Penalty: 3217.640625
	Iteration 5Q: 3 clusters Score -1944192 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1944624.625000 Penalty: 3217.640625
	Iteration 6Q: 3 clusters Score -1944625 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1945111.625000 Penalty: 3217.640625
	Iteration 7Q: 3 clusters Score -1945112 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1945676.125000 Penalty: 3217.640625
	Iteration 8Q: 3 clusters Score -1945676 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1946350.000000 Penalty: 3217.640625
	Iteration 9Q: 3 clusters Score -1946350 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1947101.875000 Penalty: 3217.640625
	Iteration 10F: 3 clusters Score -1947102 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1947799.125000 Penalty: 3217.640625
	Iteration 11Q: 3 clusters Score -1947799 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1948392.000000 Penalty: 3217.640625
	Iteration 12Q: 3 clusters Score -1948392 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1948834.750000 Penalty: 3217.640625
	Iteration 13Q: 3 clusters Score -1948835 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1949167.000000 Penalty: 3217.640625
	Iteration 14Q: 3 clusters Score -1949167 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1949398.625000 Penalty: 3217.640625
	Iteration 15Q: 3 clusters Score -1949399 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1949569.750000 Penalty: 3217.640625
	Iteration 16Q: 3 clusters Score -1949570 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1949687.125000 Penalty: 3217.640625
	Iteration 17Q: 3 clusters Score -1949687 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1949782.250000 Penalty: 3217.640625
	Iteration 18Q: 3 clusters Score -1949782 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1949868.625000 Penalty: 3217.640625
	Iteration 19Q: 3 clusters Score -1949869 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1949929.875000 Penalty: 3217.640625
	Iteration 20F: 3 clusters Score -1949930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1949990.625000 Penalty: 3217.640625
	Iteration 21Q: 3 clusters Score -1949991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1950022.500000 Penalty: 3217.640625
	Iteration 22Q: 3 clusters Score -1950022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1950042.875000 Penalty: 3217.640625
	Iteration 23Q: 3 clusters Score -1950043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1950065.250000 Penalty: 3217.640625
	Iteration 24Q: 3 clusters Score -1950065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1950085.625000 Penalty: 3217.640625
	Iteration 25Q: 3 clusters Score -1950086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1950104.500000 Penalty: 3217.640625
	Iteration 26Q: 3 clusters Score -1950104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1950122.375000 Penalty: 3217.640625
	Iteration 27Q: 3 clusters Score -1950122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1950129.250000 Penalty: 3217.640625
	Iteration 28Q: 3 clusters Score -1950129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1950130.625000 Penalty: 3217.640625
	Iteration 29Q: 3 clusters Score -1950131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1950137.250000 Penalty: 3217.640625
	Iteration 30Q: 3 clusters Score -1950137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1950138.625000 Penalty: 3217.640625
	Iteration 31Q: 3 clusters Score -1950139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1950137.375000 Penalty: 3217.640625
	Iteration 32Q: 3 clusters Score -1950137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1950143.500000 Penalty: 3217.640625
	Iteration 33Q: 3 clusters Score -1950144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1950147.375000 Penalty: 3217.640625
	Iteration 34Q: 3 clusters Score -1950147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1950151.875000 Penalty: 3217.640625
	Iteration 35Q: 3 clusters Score -1950152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1950153.625000 Penalty: 3217.640625
	Iteration 36Q: 3 clusters Score -1950154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1950153.125000 Penalty: 3217.640625
	Iteration 37Q: 3 clusters Score -1950153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1950153.500000 Penalty: 3217.640625
	Iteration 38Q: 3 clusters Score -1950154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1950153.250000 Penalty: 3217.640625
	Iteration 39Q: 3 clusters Score -1950153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1950153.250000 Penalty: 3217.640625
	Iteration 40F: 3 clusters Score -1950153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 30571 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 49507 members 
Mstep: Class 18 contains 22425 members 
Mstep: Class 19 contains 33729 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38934 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39342 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38989 members 
Mstep: Class 37 contains 3557 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36792 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4848 members 
Mstep: Class 44 contains 5039 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784840.000000 Penalty: 98713.132812
Iteration 359Q: 47 clusters Score -4.978484e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23898 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31098 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 49486 members 
Mstep: Class 18 contains 22397 members 
Mstep: Class 19 contains 33762 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5654 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39343 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3555 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36783 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4837 members 
Mstep: Class 44 contains 5040 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785188.000000 Penalty: 98713.132812
Iteration 360F: 47 clusters Score -4.978519e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29404 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23898 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31677 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 49422 members 
Mstep: Class 18 contains 22360 members 
Mstep: Class 19 contains 33771 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5653 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39346 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38083 members 
Mstep: Class 37 contains 3555 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36780 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4804 members 
Mstep: Class 44 contains 5041 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785456.000000 Penalty: 98713.132812
Iteration 361Q: 47 clusters Score -4.978546e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29404 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23895 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32282 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 49377 members 
Mstep: Class 18 contains 22339 members 
Mstep: Class 19 contains 33782 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39349 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37593 members 
Mstep: Class 37 contains 3554 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36778 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4763 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785640.000000 Penalty: 98713.132812
Iteration 362Q: 47 clusters Score -4.978564e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29404 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23893 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32952 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 49315 members 
Mstep: Class 18 contains 22311 members 
Mstep: Class 19 contains 33795 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38938 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5653 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39348 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37059 members 
Mstep: Class 37 contains 3551 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36785 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4719 members 
Mstep: Class 44 contains 5045 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786092.000000 Penalty: 98713.132812
Iteration 363Q: 47 clusters Score -4.978609e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23888 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 33703 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 22279 members 
Mstep: Class 19 contains 33813 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5656 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39355 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36473 members 
Mstep: Class 37 contains 3550 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36779 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4676 members 
Mstep: Class 44 contains 5043 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786380.000000 Penalty: 98713.132812
Iteration 364Q: 47 clusters Score -4.978638e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23886 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34419 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 22249 members 
Mstep: Class 19 contains 33814 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5657 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39354 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35915 members 
Mstep: Class 37 contains 3548 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36783 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4620 members 
Mstep: Class 44 contains 5041 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786832.000000 Penalty: 98713.132812
Iteration 365Q: 47 clusters Score -4.978683e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23886 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35150 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 49180 members 
Mstep: Class 18 contains 22236 members 
Mstep: Class 19 contains 33804 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38937 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5658 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39353 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35302 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36786 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4567 members 
Mstep: Class 44 contains 5039 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787320.000000 Penalty: 98713.132812
Iteration 366Q: 47 clusters Score -4.978732e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23885 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35989 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 49145 members 
Mstep: Class 18 contains 22251 members 
Mstep: Class 19 contains 33841 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38939 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39356 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34522 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36782 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4517 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787664.000000 Penalty: 98713.132812
Iteration 367Q: 47 clusters Score -4.978766e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23885 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36852 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 49123 members 
Mstep: Class 18 contains 22262 members 
Mstep: Class 19 contains 33923 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39357 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33631 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36784 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4478 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 19739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787708.000000 Penalty: 98713.132812
Iteration 368Q: 47 clusters Score -4.978771e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23883 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37708 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 49107 members 
Mstep: Class 18 contains 22309 members 
Mstep: Class 19 contains 34115 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38949 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39360 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32593 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36781 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4451 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 19729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787224.000000 Penalty: 98713.132812
Iteration 369Q: 47 clusters Score -4.978722e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29405 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23881 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 38561 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 49099 members 
Mstep: Class 18 contains 22360 members 
Mstep: Class 19 contains 34357 members 
Mstep: Class 20 contains 37945 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38955 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5657 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39361 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31457 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36774 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4445 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 19732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785992.000000 Penalty: 98713.132812
Iteration 370Q: 47 clusters Score -4.978599e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29405 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23880 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39189 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 49068 members 
Mstep: Class 18 contains 22463 members 
Mstep: Class 19 contains 34641 members 
Mstep: Class 20 contains 37943 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38962 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39357 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30440 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36772 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4443 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 19772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785100.000000 Penalty: 98713.132812
Iteration 371Q: 47 clusters Score -4.97851e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29406 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23881 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39585 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 49044 members 
Mstep: Class 18 contains 22552 members 
Mstep: Class 19 contains 34846 members 
Mstep: Class 20 contains 37942 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38963 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5661 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39357 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29665 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36777 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4449 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 19865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784004.000000 Penalty: 98713.132812
Iteration 372Q: 47 clusters Score -4.9784e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 29406 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23875 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39617 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 49059 members 
Mstep: Class 18 contains 22685 members 
Mstep: Class 19 contains 34938 members 
Mstep: Class 20 contains 37942 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38962 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5665 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39360 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29228 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36789 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4469 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 19993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783604.000000 Penalty: 98713.132812
Iteration 373Q: 47 clusters Score -4.97836e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29406 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23872 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1617 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39386 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49099 members 
Mstep: Class 18 contains 22782 members 
Mstep: Class 19 contains 34919 members 
Mstep: Class 20 contains 37943 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38958 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29168 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36808 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4482 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 20122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783448.000000 Penalty: 98713.132812
Iteration 374Q: 47 clusters Score -4.978345e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29403 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23875 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15607 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38971 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 49140 members 
Mstep: Class 18 contains 22843 members 
Mstep: Class 19 contains 34859 members 
Mstep: Class 20 contains 37943 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38956 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39372 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29397 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36822 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4493 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 20227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783588.000000 Penalty: 98713.132812
Iteration 375Q: 47 clusters Score -4.978359e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23876 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38460 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 49154 members 
Mstep: Class 18 contains 22886 members 
Mstep: Class 19 contains 34754 members 
Mstep: Class 20 contains 37944 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38949 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39384 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29829 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36837 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4500 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9361 members 
Mstep: Class 46 contains 20310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783948.000000 Penalty: 98713.132812
Iteration 376Q: 47 clusters Score -4.978395e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29402 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23878 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15609 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37854 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 17 contains 49163 members 
Mstep: Class 18 contains 22906 members 
Mstep: Class 19 contains 34660 members 
Mstep: Class 20 contains 37944 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39388 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30432 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36842 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4511 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784504.000000 Penalty: 98713.132812
Iteration 377Q: 47 clusters Score -4.97845e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23880 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15607 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37218 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5564 members 
Mstep: Class 17 contains 49210 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 34543 members 
Mstep: Class 20 contains 37943 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38944 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39389 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31086 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36839 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4512 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785032.000000 Penalty: 98713.132812
Iteration 378Q: 47 clusters Score -4.978503e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23875 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36612 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 49235 members 
Mstep: Class 18 contains 22917 members 
Mstep: Class 19 contains 34419 members 
Mstep: Class 20 contains 37942 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38939 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39388 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31775 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36844 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4522 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785512.000000 Penalty: 98713.132812
Iteration 379Q: 47 clusters Score -4.978551e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29400 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23873 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36054 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 49231 members 
Mstep: Class 18 contains 22900 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 37939 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38937 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39385 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32519 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36850 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4526 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785844.000000 Penalty: 98713.132812
Iteration 380F: 47 clusters Score -4.978584e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23870 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35525 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 49228 members 
Mstep: Class 18 contains 22871 members 
Mstep: Class 19 contains 34106 members 
Mstep: Class 20 contains 37937 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38937 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39381 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33266 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36864 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4523 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786148.000000 Penalty: 98713.132812
Iteration 381Q: 47 clusters Score -4.978615e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29400 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23866 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35031 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 49211 members 
Mstep: Class 18 contains 22850 members 
Mstep: Class 19 contains 33979 members 
Mstep: Class 20 contains 37938 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38939 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39385 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33986 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36854 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4518 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786524.000000 Penalty: 98713.132812
Iteration 382Q: 47 clusters Score -4.978652e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23864 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34532 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 49210 members 
Mstep: Class 18 contains 22809 members 
Mstep: Class 19 contains 33893 members 
Mstep: Class 20 contains 37938 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39391 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34670 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36851 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4513 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787048.000000 Penalty: 98713.132812
Iteration 383Q: 47 clusters Score -4.978705e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23865 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 33938 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49198 members 
Mstep: Class 18 contains 22765 members 
Mstep: Class 19 contains 33794 members 
Mstep: Class 20 contains 37939 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39394 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35481 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36844 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4508 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787624.000000 Penalty: 98713.132812
Iteration 384Q: 47 clusters Score -4.978762e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23866 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 33277 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 22698 members 
Mstep: Class 19 contains 33702 members 
Mstep: Class 20 contains 37940 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39400 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36374 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36845 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4507 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787752.000000 Penalty: 98713.132812
Iteration 385Q: 47 clusters Score -4.978775e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23863 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32428 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 49134 members 
Mstep: Class 18 contains 22658 members 
Mstep: Class 19 contains 33621 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38938 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39400 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37407 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36846 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4535 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787200.000000 Penalty: 98713.132812
Iteration 386Q: 47 clusters Score -4.97872e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23861 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31507 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 49124 members 
Mstep: Class 18 contains 22625 members 
Mstep: Class 19 contains 33547 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39400 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38403 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36850 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4585 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786336.000000 Penalty: 98713.132812
Iteration 387Q: 47 clusters Score -4.978634e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23863 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30748 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 49192 members 
Mstep: Class 18 contains 22590 members 
Mstep: Class 19 contains 33511 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39401 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39120 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36849 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4651 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785340.000000 Penalty: 98713.132812
Iteration 388Q: 47 clusters Score -4.978534e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23864 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30243 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 49315 members 
Mstep: Class 18 contains 22552 members 
Mstep: Class 19 contains 33489 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39407 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39497 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36857 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4721 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784580.000000 Penalty: 98713.132812
Iteration 389Q: 47 clusters Score -4.978458e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23864 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30096 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 49404 members 
Mstep: Class 18 contains 22535 members 
Mstep: Class 19 contains 33487 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39411 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39519 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36861 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4784 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9362 members 
Mstep: Class 46 contains 20102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784312.000000 Penalty: 98713.132812
Iteration 390Q: 47 clusters Score -4.978431e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23862 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15580 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30189 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 49472 members 
Mstep: Class 18 contains 22493 members 
Mstep: Class 19 contains 33475 members 
Mstep: Class 20 contains 37942 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39412 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39371 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36864 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4824 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9363 members 
Mstep: Class 46 contains 20102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784188.000000 Penalty: 98713.132812
Iteration 391Q: 47 clusters Score -4.978419e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23863 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15582 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30492 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 49495 members 
Mstep: Class 18 contains 22454 members 
Mstep: Class 19 contains 33471 members 
Mstep: Class 20 contains 37942 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39412 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39059 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36873 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4847 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9364 members 
Mstep: Class 46 contains 20096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784344.000000 Penalty: 98713.132812
Iteration 392Q: 47 clusters Score -4.978434e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23865 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30910 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 49487 members 
Mstep: Class 18 contains 22425 members 
Mstep: Class 19 contains 33483 members 
Mstep: Class 20 contains 37943 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39410 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38673 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36873 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4844 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9364 members 
Mstep: Class 46 contains 20095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784564.000000 Penalty: 98713.132812
Iteration 393Q: 47 clusters Score -4.978456e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23863 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31432 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 49446 members 
Mstep: Class 18 contains 22417 members 
Mstep: Class 19 contains 33491 members 
Mstep: Class 20 contains 37944 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38938 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39410 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38211 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36878 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4822 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9364 members 
Mstep: Class 46 contains 20093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784800.000000 Penalty: 98713.132812
Iteration 394Q: 47 clusters Score -4.97848e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23861 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15585 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32037 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 49412 members 
Mstep: Class 18 contains 22366 members 
Mstep: Class 19 contains 33503 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38938 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39408 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37712 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36880 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4788 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785064.000000 Penalty: 98713.132812
Iteration 395Q: 47 clusters Score -4.978506e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23861 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15586 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32663 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 49391 members 
Mstep: Class 18 contains 22335 members 
Mstep: Class 19 contains 33488 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39409 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37195 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36886 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4739 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785452.000000 Penalty: 98713.132812
Iteration 396Q: 47 clusters Score -4.978545e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23860 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 33346 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 49362 members 
Mstep: Class 18 contains 22292 members 
Mstep: Class 19 contains 33474 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39406 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36653 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36887 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4690 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785808.000000 Penalty: 98713.132812
Iteration 397Q: 47 clusters Score -4.978581e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23859 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34087 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 49281 members 
Mstep: Class 18 contains 22265 members 
Mstep: Class 19 contains 33437 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38944 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39410 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36100 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36892 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4645 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786184.000000 Penalty: 98713.132812
Iteration 398Q: 47 clusters Score -4.978618e+07 nChanged 1144
Entering ConstructFrom: 
Score: -49786184.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -328774.500000 Penalty: 1324.872559
	Iteration 0F: 2 clusters Score -328774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -325801.968750 Penalty: 2649.745117
	Iteration 0F: 3 clusters Score -325802 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -326579.250000 Penalty: 2649.745117
	Iteration 1F: 3 clusters Score -326579.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -326761.593750 Penalty: 2649.745117
	Iteration 2F: 3 clusters Score -326761.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -326873.562500 Penalty: 2649.745117
	Iteration 3F: 3 clusters Score -326873.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -326943.656250 Penalty: 2649.745117
	Iteration 4Q: 3 clusters Score -326943.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -326986.437500 Penalty: 2649.745117
	Iteration 5Q: 3 clusters Score -326986.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -327030.093750 Penalty: 2649.745117
	Iteration 6Q: 3 clusters Score -327030.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -327075.531250 Penalty: 2649.745117
	Iteration 7Q: 3 clusters Score -327075.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -327114.531250 Penalty: 2649.745117
	Iteration 8Q: 3 clusters Score -327114.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -327147.343750 Penalty: 2649.745117
	Iteration 9Q: 3 clusters Score -327147.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -327181.625000 Penalty: 2649.745117
	Iteration 10Q: 3 clusters Score -327181.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -327211.718750 Penalty: 2649.745117
	Iteration 11Q: 3 clusters Score -327211.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -327236.906250 Penalty: 2649.745117
	Iteration 12Q: 3 clusters Score -327236.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -327263.968750 Penalty: 2649.745117
	Iteration 13Q: 3 clusters Score -327264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -327294.031250 Penalty: 2649.745117
	Iteration 14Q: 3 clusters Score -327294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -327314.812500 Penalty: 2649.745117
	Iteration 15Q: 3 clusters Score -327314.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -327332.843750 Penalty: 2649.745117
	Iteration 16Q: 3 clusters Score -327332.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -327348.281250 Penalty: 2649.745117
	Iteration 17Q: 3 clusters Score -327348.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -327362.250000 Penalty: 2649.745117
	Iteration 18Q: 3 clusters Score -327362.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -327372.093750 Penalty: 2649.745117
	Iteration 19Q: 3 clusters Score -327372.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -327380.093750 Penalty: 2649.745117
	Iteration 20F: 3 clusters Score -327380.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -327391.156250 Penalty: 2649.745117
	Iteration 21Q: 3 clusters Score -327391.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -327403.843750 Penalty: 2649.745117
	Iteration 22Q: 3 clusters Score -327403.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -327415.906250 Penalty: 2649.745117
	Iteration 23Q: 3 clusters Score -327415.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -327428.656250 Penalty: 2649.745117
	Iteration 24Q: 3 clusters Score -327428.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -327446.343750 Penalty: 2649.745117
	Iteration 25Q: 3 clusters Score -327446.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -327459.968750 Penalty: 2649.745117
	Iteration 26Q: 3 clusters Score -327460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -327482.343750 Penalty: 2649.745117
	Iteration 27Q: 3 clusters Score -327482.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -327501.156250 Penalty: 2649.745117
	Iteration 28Q: 3 clusters Score -327501.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -327516.843750 Penalty: 2649.745117
	Iteration 29Q: 3 clusters Score -327516.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -327527.000000 Penalty: 2649.745117
	Iteration 30Q: 3 clusters Score -327527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -327537.187500 Penalty: 2649.745117
	Iteration 31Q: 3 clusters Score -327537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -327540.531250 Penalty: 2649.745117
	Iteration 32Q: 3 clusters Score -327540.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -327545.937500 Penalty: 2649.745117
	Iteration 33Q: 3 clusters Score -327545.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -327550.500000 Penalty: 2649.745117
	Iteration 34Q: 3 clusters Score -327550.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -327556.500000 Penalty: 2649.745117
	Iteration 35Q: 3 clusters Score -327556.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -327561.656250 Penalty: 2649.745117
	Iteration 36Q: 3 clusters Score -327561.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -327568.437500 Penalty: 2649.745117
	Iteration 37Q: 3 clusters Score -327568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -327574.781250 Penalty: 2649.745117
	Iteration 38Q: 3 clusters Score -327574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -327577.406250 Penalty: 2649.745117
	Iteration 39Q: 3 clusters Score -327577.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -327578.843750 Penalty: 2649.745117
	Iteration 40F: 3 clusters Score -327578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -327580.718750 Penalty: 2649.745117
	Iteration 41Q: 3 clusters Score -327580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -327581.718750 Penalty: 2649.745117
	Iteration 42Q: 3 clusters Score -327581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -327581.718750 Penalty: 2649.745117
	Iteration 43Q: 3 clusters Score -327581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -327583.562500 Penalty: 2649.745117
	Iteration 44Q: 3 clusters Score -327583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -327584.718750 Penalty: 2649.745117
	Iteration 45Q: 3 clusters Score -327584.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -327584.718750 Penalty: 2649.745117
	Iteration 46F: 3 clusters Score -327584.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -92324.117188 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -92324.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -90798.992188 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -90798.99 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -91213.375000 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -91213.38 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -91392.914062 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -91392.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -91510.429688 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -91510.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -91585.281250 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -91585.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -91627.062500 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -91627.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -91648.750000 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -91648.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -91673.312500 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -91673.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -91697.179688 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -91697.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -91741.539062 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -91741.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -91790.273438 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -91790.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -91832.960938 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -91832.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -91933.398438 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -91933.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92015.539062 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -92015.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -92072.781250 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -92072.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -92122.000000 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -92122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -92159.218750 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -92159.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -92186.164062 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -92186.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -92199.648438 Penalty: 2302.101074
	Iteration 18Q: 3 clusters Score -92199.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -92212.445312 Penalty: 2302.101074
	Iteration 19Q: 3 clusters Score -92212.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -92271.570312 Penalty: 2302.101074
	Iteration 20F: 3 clusters Score -92271.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -92365.406250 Penalty: 2302.101074
	Iteration 21Q: 3 clusters Score -92365.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -92384.820312 Penalty: 2302.101074
	Iteration 22Q: 3 clusters Score -92384.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -92390.273438 Penalty: 2302.101074
	Iteration 23Q: 3 clusters Score -92390.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -92393.726562 Penalty: 2302.101074
	Iteration 24Q: 3 clusters Score -92393.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -92395.390625 Penalty: 2302.101074
	Iteration 25Q: 3 clusters Score -92395.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -92395.390625 Penalty: 2302.101074
	Iteration 26F: 3 clusters Score -92395.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23857 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34761 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 49247 members 
Mstep: Class 18 contains 22240 members 
Mstep: Class 19 contains 33395 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39412 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35563 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36903 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4597 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20085 members 
Mstep: Class 47 contains 782 members 
Entering Unmasked Estep 
Score: -49785596.000000 Penalty: 100859.070312
Splitting cluster 2 changes total score from -49786184.000000 to -49785596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Entering Unmasked Estep 
Score: -603358.312500 Penalty: 1425.926270
	Iteration 0F: 2 clusters Score -603358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -598457.750000 Penalty: 2851.852539
	Iteration 0F: 3 clusters Score -598457.8 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -600035.250000 Penalty: 2851.852539
	Iteration 1F: 3 clusters Score -600035.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -600499.000000 Penalty: 2851.852539
	Iteration 2F: 3 clusters Score -600499 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -601074.375000 Penalty: 2851.852539
	Iteration 3F: 3 clusters Score -601074.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -601634.437500 Penalty: 2851.852539
	Iteration 4F: 3 clusters Score -601634.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -602085.625000 Penalty: 2851.852539
	Iteration 5F: 3 clusters Score -602085.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -602420.375000 Penalty: 2851.852539
	Iteration 6F: 3 clusters Score -602420.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -602655.500000 Penalty: 2851.852539
	Iteration 7Q: 3 clusters Score -602655.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -602830.625000 Penalty: 2851.852539
	Iteration 8Q: 3 clusters Score -602830.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -602942.500000 Penalty: 2851.852539
	Iteration 9Q: 3 clusters Score -602942.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -602993.875000 Penalty: 2851.852539
	Iteration 10Q: 3 clusters Score -602993.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -603030.437500 Penalty: 2851.852539
	Iteration 11Q: 3 clusters Score -603030.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -603071.500000 Penalty: 2851.852539
	Iteration 12Q: 3 clusters Score -603071.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -603111.000000 Penalty: 2851.852539
	Iteration 13Q: 3 clusters Score -603111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -603134.250000 Penalty: 2851.852539
	Iteration 14Q: 3 clusters Score -603134.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -603145.875000 Penalty: 2851.852539
	Iteration 15Q: 3 clusters Score -603145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -603149.062500 Penalty: 2851.852539
	Iteration 16Q: 3 clusters Score -603149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -603150.812500 Penalty: 2851.852539
	Iteration 17Q: 3 clusters Score -603150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -603152.437500 Penalty: 2851.852539
	Iteration 18Q: 3 clusters Score -603152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -603151.875000 Penalty: 2851.852539
	Iteration 19Q: 3 clusters Score -603151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -603154.062500 Penalty: 2851.852539
	Iteration 20F: 3 clusters Score -603154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -603155.812500 Penalty: 2851.852539
	Iteration 21Q: 3 clusters Score -603155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -603156.375000 Penalty: 2851.852539
	Iteration 22Q: 3 clusters Score -603156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -603157.750000 Penalty: 2851.852539
	Iteration 23Q: 3 clusters Score -603157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -603159.625000 Penalty: 2851.852539
	Iteration 24Q: 3 clusters Score -603159.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -603163.000000 Penalty: 2851.852539
	Iteration 25Q: 3 clusters Score -603163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -603165.312500 Penalty: 2851.852539
	Iteration 26Q: 3 clusters Score -603165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -603165.875000 Penalty: 2851.852539
	Iteration 27Q: 3 clusters Score -603165.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -603169.937500 Penalty: 2851.852539
	Iteration 28Q: 3 clusters Score -603169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -603172.437500 Penalty: 2851.852539
	Iteration 29Q: 3 clusters Score -603172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -603173.937500 Penalty: 2851.852539
	Iteration 30Q: 3 clusters Score -603173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -603174.125000 Penalty: 2851.852539
	Iteration 31Q: 3 clusters Score -603174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -603176.125000 Penalty: 2851.852539
	Iteration 32Q: 3 clusters Score -603176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -603176.687500 Penalty: 2851.852539
	Iteration 33Q: 3 clusters Score -603176.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -603180.062500 Penalty: 2851.852539
	Iteration 34Q: 3 clusters Score -603180.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -603184.562500 Penalty: 2851.852539
	Iteration 35Q: 3 clusters Score -603184.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -603188.312500 Penalty: 2851.852539
	Iteration 36Q: 3 clusters Score -603188.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -603197.000000 Penalty: 2851.852539
	Iteration 37Q: 3 clusters Score -603197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -603218.687500 Penalty: 2851.852539
	Iteration 38Q: 3 clusters Score -603218.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -603265.125000 Penalty: 2851.852539
	Iteration 39Q: 3 clusters Score -603265.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -603336.625000 Penalty: 2851.852539
	Iteration 40F: 3 clusters Score -603336.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -603360.625000 Penalty: 2851.852539
	Iteration 41Q: 3 clusters Score -603360.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -603370.187500 Penalty: 2851.852539
	Iteration 42Q: 3 clusters Score -603370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -603373.375000 Penalty: 2851.852539
	Iteration 43Q: 3 clusters Score -603373.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -603377.812500 Penalty: 2851.852539
	Iteration 44Q: 3 clusters Score -603377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -603378.562500 Penalty: 2851.852539
	Iteration 45Q: 3 clusters Score -603378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -603378.812500 Penalty: 2851.852539
	Iteration 46Q: 3 clusters Score -603378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -603378.812500 Penalty: 2851.852539
	Iteration 47F: 3 clusters Score -603378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 5825 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23857 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34761 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 49247 members 
Mstep: Class 18 contains 22240 members 
Mstep: Class 19 contains 33395 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39412 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35563 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36903 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4597 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20085 members 
Mstep: Class 47 contains 645 members 
Entering Unmasked Estep 
Score: -49785780.000000 Penalty: 100859.070312
Splitting cluster 3 changes total score from -49786184.000000 to -49785780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Entering Unmasked Estep 
Score: -2828205.500000 Penalty: 1671.899780
	Iteration 0F: 2 clusters Score -2828206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2808348.500000 Penalty: 3343.799561
	Iteration 0F: 3 clusters Score -2808348 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2816184.750000 Penalty: 3343.799561
	Iteration 1F: 3 clusters Score -2816185 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2816899.000000 Penalty: 3343.799561
	Iteration 2F: 3 clusters Score -2816899 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2817695.750000 Penalty: 3343.799561
	Iteration 3F: 3 clusters Score -2817696 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2818608.750000 Penalty: 3343.799561
	Iteration 4F: 3 clusters Score -2818609 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2819671.750000 Penalty: 3343.799561
	Iteration 5F: 3 clusters Score -2819672 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2821021.000000 Penalty: 3343.799561
	Iteration 6F: 3 clusters Score -2821021 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2822526.750000 Penalty: 3343.799561
	Iteration 7F: 3 clusters Score -2822527 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2823859.500000 Penalty: 3343.799561
	Iteration 8F: 3 clusters Score -2823860 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2824915.500000 Penalty: 3343.799561
	Iteration 9Q: 3 clusters Score -2824916 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2825682.250000 Penalty: 3343.799561
	Iteration 10Q: 3 clusters Score -2825682 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2826140.250000 Penalty: 3343.799561
	Iteration 11Q: 3 clusters Score -2826140 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2826373.250000 Penalty: 3343.799561
	Iteration 12Q: 3 clusters Score -2826373 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2826523.750000 Penalty: 3343.799561
	Iteration 13Q: 3 clusters Score -2826524 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2826622.000000 Penalty: 3343.799561
	Iteration 14Q: 3 clusters Score -2826622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2826695.000000 Penalty: 3343.799561
	Iteration 15Q: 3 clusters Score -2826695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2826740.250000 Penalty: 3343.799561
	Iteration 16Q: 3 clusters Score -2826740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2826772.500000 Penalty: 3343.799561
	Iteration 17Q: 3 clusters Score -2826772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2826793.000000 Penalty: 3343.799561
	Iteration 18Q: 3 clusters Score -2826793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2826806.750000 Penalty: 3343.799561
	Iteration 19Q: 3 clusters Score -2826807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2826831.000000 Penalty: 3343.799561
	Iteration 20F: 3 clusters Score -2826831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2826833.500000 Penalty: 3343.799561
	Iteration 21Q: 3 clusters Score -2826834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2826847.750000 Penalty: 3343.799561
	Iteration 22Q: 3 clusters Score -2826848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2826858.500000 Penalty: 3343.799561
	Iteration 23Q: 3 clusters Score -2826858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2826874.000000 Penalty: 3343.799561
	Iteration 24Q: 3 clusters Score -2826874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2826875.000000 Penalty: 3343.799561
	Iteration 25Q: 3 clusters Score -2826875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2826879.500000 Penalty: 3343.799561
	Iteration 26Q: 3 clusters Score -2826880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2826883.750000 Penalty: 3343.799561
	Iteration 27Q: 3 clusters Score -2826884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2826890.250000 Penalty: 3343.799561
	Iteration 28Q: 3 clusters Score -2826890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2826898.750000 Penalty: 3343.799561
	Iteration 29Q: 3 clusters Score -2826899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2826899.000000 Penalty: 3343.799561
	Iteration 30Q: 3 clusters Score -2826899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2826899.500000 Penalty: 3343.799561
	Iteration 31Q: 3 clusters Score -2826900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2826900.750000 Penalty: 3343.799561
	Iteration 32Q: 3 clusters Score -2826901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2826902.500000 Penalty: 3343.799561
	Iteration 33Q: 3 clusters Score -2826902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2826901.000000 Penalty: 3343.799561
	Iteration 34Q: 3 clusters Score -2826901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2826901.250000 Penalty: 3343.799561
	Iteration 35Q: 3 clusters Score -2826901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2826901.250000 Penalty: 3343.799561
	Iteration 36Q: 3 clusters Score -2826901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2826900.500000 Penalty: 3343.799561
	Iteration 37Q: 3 clusters Score -2826900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2826896.750000 Penalty: 3343.799561
	Iteration 38Q: 3 clusters Score -2826897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2826898.250000 Penalty: 3343.799561
	Iteration 39Q: 3 clusters Score -2826898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2826899.750000 Penalty: 3343.799561
	Iteration 40F: 3 clusters Score -2826900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2826900.250000 Penalty: 3343.799561
	Iteration 41Q: 3 clusters Score -2826900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2826901.500000 Penalty: 3343.799561
	Iteration 42Q: 3 clusters Score -2826902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2826900.500000 Penalty: 3343.799561
	Iteration 43Q: 3 clusters Score -2826900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2826905.000000 Penalty: 3343.799561
	Iteration 44Q: 3 clusters Score -2826905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2826907.250000 Penalty: 3343.799561
	Iteration 45Q: 3 clusters Score -2826907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2826908.500000 Penalty: 3343.799561
	Iteration 46Q: 3 clusters Score -2826908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2826910.500000 Penalty: 3343.799561
	Iteration 47Q: 3 clusters Score -2826910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2826911.250000 Penalty: 3343.799561
	Iteration 48Q: 3 clusters Score -2826911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2826911.500000 Penalty: 3343.799561
	Iteration 49Q: 3 clusters Score -2826912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2826910.500000 Penalty: 3343.799561
	Iteration 50Q: 3 clusters Score -2826910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2826907.000000 Penalty: 3343.799561
	Iteration 51Q: 3 clusters Score -2826907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2826908.750000 Penalty: 3343.799561
	Iteration 52Q: 3 clusters Score -2826909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2826908.750000 Penalty: 3343.799561
	Iteration 53F: 3 clusters Score -2826909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -679804.625000 Penalty: 1445.762207
	Iteration 0F: 2 clusters Score -679804.6 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 3714 members 
Entering Unmasked Estep 
Score: -674370.937500 Penalty: 2891.524414
	Iteration 0F: 3 clusters Score -674370.9 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -675982.500000 Penalty: 2891.524414
	Iteration 1F: 3 clusters Score -675982.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -676186.687500 Penalty: 2891.524414
	Iteration 2F: 3 clusters Score -676186.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -676353.500000 Penalty: 2891.524414
	Iteration 3F: 3 clusters Score -676353.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -676541.937500 Penalty: 2891.524414
	Iteration 4Q: 3 clusters Score -676541.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -676743.312500 Penalty: 2891.524414
	Iteration 5F: 3 clusters Score -676743.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -676986.312500 Penalty: 2891.524414
	Iteration 6F: 3 clusters Score -676986.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -677266.937500 Penalty: 2891.524414
	Iteration 7F: 3 clusters Score -677266.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -677568.375000 Penalty: 2891.524414
	Iteration 8F: 3 clusters Score -677568.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -677876.375000 Penalty: 2891.524414
	Iteration 9Q: 3 clusters Score -677876.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -678121.937500 Penalty: 2891.524414
	Iteration 10Q: 3 clusters Score -678121.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -678308.125000 Penalty: 2891.524414
	Iteration 11Q: 3 clusters Score -678308.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -678456.187500 Penalty: 2891.524414
	Iteration 12Q: 3 clusters Score -678456.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -678548.937500 Penalty: 2891.524414
	Iteration 13Q: 3 clusters Score -678548.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -678606.187500 Penalty: 2891.524414
	Iteration 14Q: 3 clusters Score -678606.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -678650.812500 Penalty: 2891.524414
	Iteration 15Q: 3 clusters Score -678650.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -678682.750000 Penalty: 2891.524414
	Iteration 16Q: 3 clusters Score -678682.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -678709.125000 Penalty: 2891.524414
	Iteration 17Q: 3 clusters Score -678709.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -678725.687500 Penalty: 2891.524414
	Iteration 18Q: 3 clusters Score -678725.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -678742.000000 Penalty: 2891.524414
	Iteration 19Q: 3 clusters Score -678742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -678746.687500 Penalty: 2891.524414
	Iteration 20F: 3 clusters Score -678746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -678754.125000 Penalty: 2891.524414
	Iteration 21Q: 3 clusters Score -678754.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -678757.875000 Penalty: 2891.524414
	Iteration 22Q: 3 clusters Score -678757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -678759.187500 Penalty: 2891.524414
	Iteration 23Q: 3 clusters Score -678759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -678759.125000 Penalty: 2891.524414
	Iteration 24Q: 3 clusters Score -678759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -678758.687500 Penalty: 2891.524414
	Iteration 25Q: 3 clusters Score -678758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -678759.750000 Penalty: 2891.524414
	Iteration 26Q: 3 clusters Score -678759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -678760.875000 Penalty: 2891.524414
	Iteration 27Q: 3 clusters Score -678760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -678760.875000 Penalty: 2891.524414
	Iteration 28F: 3 clusters Score -678760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Entering Unmasked Estep 
Score: -2253532.500000 Penalty: 1637.972900
	Iteration 0F: 2 clusters Score -2253532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2237458.000000 Penalty: 3275.945801
	Iteration 0F: 3 clusters Score -2237458 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2243448.500000 Penalty: 3275.945801
	Iteration 1F: 3 clusters Score -2243448 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2243779.750000 Penalty: 3275.945801
	Iteration 2Q: 3 clusters Score -2243780 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2244082.750000 Penalty: 3275.945801
	Iteration 3Q: 3 clusters Score -2244083 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2244352.500000 Penalty: 3275.945801
	Iteration 4Q: 3 clusters Score -2244352 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2244605.250000 Penalty: 3275.945801
	Iteration 5Q: 3 clusters Score -2244605 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2244823.750000 Penalty: 3275.945801
	Iteration 6Q: 3 clusters Score -2244824 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2245072.500000 Penalty: 3275.945801
	Iteration 7Q: 3 clusters Score -2245072 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2245320.000000 Penalty: 3275.945801
	Iteration 8Q: 3 clusters Score -2245320 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2245637.000000 Penalty: 3275.945801
	Iteration 9Q: 3 clusters Score -2245637 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2245995.500000 Penalty: 3275.945801
	Iteration 10Q: 3 clusters Score -2245996 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2246424.000000 Penalty: 3275.945801
	Iteration 11Q: 3 clusters Score -2246424 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2246895.500000 Penalty: 3275.945801
	Iteration 12Q: 3 clusters Score -2246896 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2247421.000000 Penalty: 3275.945801
	Iteration 13Q: 3 clusters Score -2247421 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2247910.500000 Penalty: 3275.945801
	Iteration 14Q: 3 clusters Score -2247910 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2248239.250000 Penalty: 3275.945801
	Iteration 15Q: 3 clusters Score -2248239 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2248422.250000 Penalty: 3275.945801
	Iteration 16Q: 3 clusters Score -2248422 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2248558.000000 Penalty: 3275.945801
	Iteration 17Q: 3 clusters Score -2248558 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2248669.750000 Penalty: 3275.945801
	Iteration 18Q: 3 clusters Score -2248670 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2248769.250000 Penalty: 3275.945801
	Iteration 19Q: 3 clusters Score -2248769 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2248858.250000 Penalty: 3275.945801
	Iteration 20F: 3 clusters Score -2248858 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2248950.750000 Penalty: 3275.945801
	Iteration 21Q: 3 clusters Score -2248951 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2249039.750000 Penalty: 3275.945801
	Iteration 22Q: 3 clusters Score -2249040 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2249146.500000 Penalty: 3275.945801
	Iteration 23Q: 3 clusters Score -2249146 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2249262.250000 Penalty: 3275.945801
	Iteration 24Q: 3 clusters Score -2249262 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2249380.500000 Penalty: 3275.945801
	Iteration 25Q: 3 clusters Score -2249380 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2249509.500000 Penalty: 3275.945801
	Iteration 26Q: 3 clusters Score -2249510 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2249664.000000 Penalty: 3275.945801
	Iteration 27Q: 3 clusters Score -2249664 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2249857.500000 Penalty: 3275.945801
	Iteration 28Q: 3 clusters Score -2249858 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2250066.500000 Penalty: 3275.945801
	Iteration 29Q: 3 clusters Score -2250066 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2250296.000000 Penalty: 3275.945801
	Iteration 30Q: 3 clusters Score -2250296 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2250531.750000 Penalty: 3275.945801
	Iteration 31Q: 3 clusters Score -2250532 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2250769.250000 Penalty: 3275.945801
	Iteration 32Q: 3 clusters Score -2250769 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2251026.000000 Penalty: 3275.945801
	Iteration 33Q: 3 clusters Score -2251026 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2251232.500000 Penalty: 3275.945801
	Iteration 34Q: 3 clusters Score -2251232 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2251415.750000 Penalty: 3275.945801
	Iteration 35Q: 3 clusters Score -2251416 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2251558.500000 Penalty: 3275.945801
	Iteration 36Q: 3 clusters Score -2251558 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2251688.500000 Penalty: 3275.945801
	Iteration 37Q: 3 clusters Score -2251688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2251787.500000 Penalty: 3275.945801
	Iteration 38Q: 3 clusters Score -2251788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2251863.750000 Penalty: 3275.945801
	Iteration 39Q: 3 clusters Score -2251864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2251924.750000 Penalty: 3275.945801
	Iteration 40F: 3 clusters Score -2251925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2251985.250000 Penalty: 3275.945801
	Iteration 41Q: 3 clusters Score -2251985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2252022.750000 Penalty: 3275.945801
	Iteration 42Q: 3 clusters Score -2252023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2252052.000000 Penalty: 3275.945801
	Iteration 43Q: 3 clusters Score -2252052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2252083.000000 Penalty: 3275.945801
	Iteration 44Q: 3 clusters Score -2252083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2252100.500000 Penalty: 3275.945801
	Iteration 45Q: 3 clusters Score -2252100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2252114.000000 Penalty: 3275.945801
	Iteration 46Q: 3 clusters Score -2252114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2252126.000000 Penalty: 3275.945801
	Iteration 47Q: 3 clusters Score -2252126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2252135.000000 Penalty: 3275.945801
	Iteration 48Q: 3 clusters Score -2252135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2252142.250000 Penalty: 3275.945801
	Iteration 49Q: 3 clusters Score -2252142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2252146.750000 Penalty: 3275.945801
	Iteration 50Q: 3 clusters Score -2252147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2252151.750000 Penalty: 3275.945801
	Iteration 51Q: 3 clusters Score -2252152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2252153.750000 Penalty: 3275.945801
	Iteration 52Q: 3 clusters Score -2252154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2252153.750000 Penalty: 3275.945801
	Iteration 53F: 3 clusters Score -2252154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Entering Unmasked Estep 
Score: -1836281.750000 Penalty: 1607.478271
	Iteration 0F: 2 clusters Score -1836282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1822796.250000 Penalty: 3214.956543
	Iteration 0F: 3 clusters Score -1822796 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1827690.500000 Penalty: 3214.956543
	Iteration 1F: 3 clusters Score -1827690 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1827949.875000 Penalty: 3214.956543
	Iteration 2Q: 3 clusters Score -1827950 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1828178.000000 Penalty: 3214.956543
	Iteration 3Q: 3 clusters Score -1828178 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1828405.625000 Penalty: 3214.956543
	Iteration 4Q: 3 clusters Score -1828406 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1828631.500000 Penalty: 3214.956543
	Iteration 5Q: 3 clusters Score -1828632 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1828872.750000 Penalty: 3214.956543
	Iteration 6Q: 3 clusters Score -1828873 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1829136.625000 Penalty: 3214.956543
	Iteration 7Q: 3 clusters Score -1829137 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1829452.875000 Penalty: 3214.956543
	Iteration 8Q: 3 clusters Score -1829453 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1829849.125000 Penalty: 3214.956543
	Iteration 9Q: 3 clusters Score -1829849 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1830321.750000 Penalty: 3214.956543
	Iteration 10Q: 3 clusters Score -1830322 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1830915.375000 Penalty: 3214.956543
	Iteration 11Q: 3 clusters Score -1830915 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1831570.750000 Penalty: 3214.956543
	Iteration 12F: 3 clusters Score -1831571 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1832232.125000 Penalty: 3214.956543
	Iteration 13Q: 3 clusters Score -1832232 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1832864.625000 Penalty: 3214.956543
	Iteration 14Q: 3 clusters Score -1832865 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1833368.375000 Penalty: 3214.956543
	Iteration 15Q: 3 clusters Score -1833368 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1833753.625000 Penalty: 3214.956543
	Iteration 16Q: 3 clusters Score -1833754 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1834054.500000 Penalty: 3214.956543
	Iteration 17Q: 3 clusters Score -1834054 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1834259.000000 Penalty: 3214.956543
	Iteration 18Q: 3 clusters Score -1834259 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1834410.000000 Penalty: 3214.956543
	Iteration 19Q: 3 clusters Score -1834410 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1834526.250000 Penalty: 3214.956543
	Iteration 20F: 3 clusters Score -1834526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1834616.250000 Penalty: 3214.956543
	Iteration 21Q: 3 clusters Score -1834616 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1834688.500000 Penalty: 3214.956543
	Iteration 22Q: 3 clusters Score -1834688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1834742.750000 Penalty: 3214.956543
	Iteration 23Q: 3 clusters Score -1834743 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1834798.750000 Penalty: 3214.956543
	Iteration 24Q: 3 clusters Score -1834799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1834834.375000 Penalty: 3214.956543
	Iteration 25Q: 3 clusters Score -1834834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1834872.500000 Penalty: 3214.956543
	Iteration 26Q: 3 clusters Score -1834872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1834898.875000 Penalty: 3214.956543
	Iteration 27Q: 3 clusters Score -1834899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1834919.250000 Penalty: 3214.956543
	Iteration 28Q: 3 clusters Score -1834919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1834931.750000 Penalty: 3214.956543
	Iteration 29Q: 3 clusters Score -1834932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1834938.750000 Penalty: 3214.956543
	Iteration 30Q: 3 clusters Score -1834939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -1834951.250000 Penalty: 3214.956543
	Iteration 31Q: 3 clusters Score -1834951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1834964.000000 Penalty: 3214.956543
	Iteration 32Q: 3 clusters Score -1834964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1834972.000000 Penalty: 3214.956543
	Iteration 33Q: 3 clusters Score -1834972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1834985.125000 Penalty: 3214.956543
	Iteration 34Q: 3 clusters Score -1834985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1834997.625000 Penalty: 3214.956543
	Iteration 35Q: 3 clusters Score -1834998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1835003.375000 Penalty: 3214.956543
	Iteration 36Q: 3 clusters Score -1835003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1835011.500000 Penalty: 3214.956543
	Iteration 37Q: 3 clusters Score -1835012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1835013.000000 Penalty: 3214.956543
	Iteration 38Q: 3 clusters Score -1835013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1835011.625000 Penalty: 3214.956543
	Iteration 39Q: 3 clusters Score -1835012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1835014.000000 Penalty: 3214.956543
	Iteration 40F: 3 clusters Score -1835014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1835019.125000 Penalty: 3214.956543
	Iteration 41Q: 3 clusters Score -1835019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1835021.625000 Penalty: 3214.956543
	Iteration 42Q: 3 clusters Score -1835022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1835027.250000 Penalty: 3214.956543
	Iteration 43Q: 3 clusters Score -1835027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1835027.250000 Penalty: 3214.956543
	Iteration 44F: 3 clusters Score -1835027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -245476.843750 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -245476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -242955.468750 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -242955.5 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -243569.515625 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -243569.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -243730.046875 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -243730 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -243851.828125 Penalty: 2564.439453
	Iteration 3F: 3 clusters Score -243851.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -243955.375000 Penalty: 2564.439453
	Iteration 4F: 3 clusters Score -243955.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -244048.078125 Penalty: 2564.439453
	Iteration 5Q: 3 clusters Score -244048.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -244123.343750 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -244123.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -244160.265625 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -244160.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -244195.875000 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -244195.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -244233.203125 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -244233.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -244266.234375 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -244266.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -244296.234375 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -244296.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -244329.125000 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -244329.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -244359.812500 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -244359.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -244394.296875 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -244394.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -244418.421875 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -244418.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -244434.843750 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -244434.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -244453.015625 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -244453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -244466.046875 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -244466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -244481.187500 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -244481.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -244490.546875 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -244490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -244495.578125 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -244495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -244500.062500 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -244500.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -244504.734375 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -244504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244507.140625 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -244507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -244510.375000 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -244510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -244513.078125 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -244513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -244516.406250 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -244516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -244518.671875 Penalty: 2564.439453
	Iteration 28Q: 3 clusters Score -244518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244520.171875 Penalty: 2564.439453
	Iteration 29Q: 3 clusters Score -244520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244522.093750 Penalty: 2564.439453
	Iteration 30Q: 3 clusters Score -244522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -244524.265625 Penalty: 2564.439453
	Iteration 31Q: 3 clusters Score -244524.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -244526.593750 Penalty: 2564.439453
	Iteration 32Q: 3 clusters Score -244526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -244528.390625 Penalty: 2564.439453
	Iteration 33Q: 3 clusters Score -244528.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -244532.000000 Penalty: 2564.439453
	Iteration 34Q: 3 clusters Score -244532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -244535.921875 Penalty: 2564.439453
	Iteration 35Q: 3 clusters Score -244535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -244538.109375 Penalty: 2564.439453
	Iteration 36Q: 3 clusters Score -244538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -244539.765625 Penalty: 2564.439453
	Iteration 37Q: 3 clusters Score -244539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -244540.671875 Penalty: 2564.439453
	Iteration 38Q: 3 clusters Score -244540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -244541.625000 Penalty: 2564.439453
	Iteration 39Q: 3 clusters Score -244541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -244543.109375 Penalty: 2564.439453
	Iteration 40F: 3 clusters Score -244543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -244543.796875 Penalty: 2564.439453
	Iteration 41Q: 3 clusters Score -244543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -244543.781250 Penalty: 2564.439453
	Iteration 42Q: 3 clusters Score -244543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -244544.015625 Penalty: 2564.439453
	Iteration 43Q: 3 clusters Score -244544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -244544.015625 Penalty: 2564.439453
	Iteration 44F: 3 clusters Score -244544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -162363.843750 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -162363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160463.250000 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -160463.2 nChanged 592
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: -160875.109375 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -160875.1 nChanged 132
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: -160990.171875 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -160990.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -161064.437500 Penalty: 2437.312744
	Iteration 3F: 3 clusters Score -161064.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -161132.640625 Penalty: 2437.312744
	Iteration 4Q: 3 clusters Score -161132.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -161187.062500 Penalty: 2437.312744
	Iteration 5Q: 3 clusters Score -161187.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161226.562500 Penalty: 2437.312744
	Iteration 6Q: 3 clusters Score -161226.6 nChanged 37
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: -161255.671875 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -161255.7 nChanged 27
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: -161275.406250 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -161275.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161299.375000 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -161299.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -161313.078125 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -161313.1 nChanged 17
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: -161326.828125 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -161326.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161334.046875 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -161334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -161338.875000 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -161338.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -161346.593750 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -161346.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -161360.000000 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -161360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -161374.078125 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -161374.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161388.046875 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -161388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161404.937500 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -161404.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161424.562500 Penalty: 2437.312744
	Iteration 19Q: 3 clusters Score -161424.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161440.343750 Penalty: 2437.312744
	Iteration 20F: 3 clusters Score -161440.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -161468.953125 Penalty: 2437.312744
	Iteration 21Q: 3 clusters Score -161469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -161502.640625 Penalty: 2437.312744
	Iteration 22Q: 3 clusters Score -161502.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161535.750000 Penalty: 2437.312744
	Iteration 23Q: 3 clusters Score -161535.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -161583.093750 Penalty: 2437.312744
	Iteration 24Q: 3 clusters Score -161583.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -161631.140625 Penalty: 2437.312744
	Iteration 25Q: 3 clusters Score -161631.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -161663.265625 Penalty: 2437.312744
	Iteration 26Q: 3 clusters Score -161663.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -161686.187500 Penalty: 2437.312744
	Iteration 27Q: 3 clusters Score -161686.2 nChanged 21
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: -161708.437500 Penalty: 2437.312744
	Iteration 28Q: 3 clusters Score -161708.4 nChanged 20
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: -161726.828125 Penalty: 2437.312744
	Iteration 29Q: 3 clusters Score -161726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -161737.328125 Penalty: 2437.312744
	Iteration 30Q: 3 clusters Score -161737.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -161742.687500 Penalty: 2437.312744
	Iteration 31Q: 3 clusters Score -161742.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -161748.031250 Penalty: 2437.312744
	Iteration 32Q: 3 clusters Score -161748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -161752.140625 Penalty: 2437.312744
	Iteration 33Q: 3 clusters Score -161752.1 nChanged 5
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: -161754.375000 Penalty: 2437.312744
	Iteration 34Q: 3 clusters Score -161754.4 nChanged 4
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: -161756.437500 Penalty: 2437.312744
	Iteration 35Q: 3 clusters Score -161756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -161758.156250 Penalty: 2437.312744
	Iteration 36Q: 3 clusters Score -161758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -161760.375000 Penalty: 2437.312744
	Iteration 37Q: 3 clusters Score -161760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -161760.375000 Penalty: 2437.312744
	Iteration 38F: 3 clusters Score -161760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139408.406250 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139408.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139733.078125 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139733.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -139813.468750 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139813.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139881.453125 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -139881.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139930.015625 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139962.953125 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139983.984375 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -139995.156250 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140002.031250 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -140002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -140010.437500 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -140010.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -140019.718750 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -140019.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140028.796875 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -140028.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140037.843750 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -140037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140044.328125 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -140044.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140049.593750 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -140049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140055.421875 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -140055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140060.656250 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -140060.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140070.156250 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -140070.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140082.875000 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -140082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -140091.828125 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -140091.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -140098.968750 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -140099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -140109.656250 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -140109.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -140120.156250 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -140120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -140124.359375 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -140124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -140129.187500 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -140129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -140132.968750 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -140133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -140140.921875 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -140140.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -140147.125000 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -140147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -140153.562500 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -140153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140159.812500 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -140159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140165.656250 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -140165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -140169.312500 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -140169.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -140171.968750 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -140172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -140174.500000 Penalty: 2388.081787
	Iteration 33Q: 3 clusters Score -140174.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -140178.078125 Penalty: 2388.081787
	Iteration 34Q: 3 clusters Score -140178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -140182.921875 Penalty: 2388.081787
	Iteration 35Q: 3 clusters Score -140182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -140185.703125 Penalty: 2388.081787
	Iteration 36Q: 3 clusters Score -140185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -140187.734375 Penalty: 2388.081787
	Iteration 37Q: 3 clusters Score -140187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -140190.281250 Penalty: 2388.081787
	Iteration 38Q: 3 clusters Score -140190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -140193.453125 Penalty: 2388.081787
	Iteration 39Q: 3 clusters Score -140193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -140194.531250 Penalty: 2388.081787
	Iteration 40F: 3 clusters Score -140194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140197.546875 Penalty: 2388.081787
	Iteration 41Q: 3 clusters Score -140197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -140199.687500 Penalty: 2388.081787
	Iteration 42Q: 3 clusters Score -140199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -140201.281250 Penalty: 2388.081787
	Iteration 43Q: 3 clusters Score -140201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140202.250000 Penalty: 2388.081787
	Iteration 44Q: 3 clusters Score -140202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -140202.906250 Penalty: 2388.081787
	Iteration 45Q: 3 clusters Score -140202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -140202.906250 Penalty: 2388.081787
	Iteration 46F: 3 clusters Score -140202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Entering Unmasked Estep 
Score: -1498171.250000 Penalty: 1568.806396
	Iteration 0F: 2 clusters Score -1498171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1487444.750000 Penalty: 3137.612793
	Iteration 0F: 3 clusters Score -1487445 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1491149.125000 Penalty: 3137.612793
	Iteration 1F: 3 clusters Score -1491149 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1491490.125000 Penalty: 3137.612793
	Iteration 2F: 3 clusters Score -1491490 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1491909.250000 Penalty: 3137.612793
	Iteration 3F: 3 clusters Score -1491909 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1492492.875000 Penalty: 3137.612793
	Iteration 4F: 3 clusters Score -1492493 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1493287.125000 Penalty: 3137.612793
	Iteration 5F: 3 clusters Score -1493287 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1494234.875000 Penalty: 3137.612793
	Iteration 6F: 3 clusters Score -1494235 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1495015.375000 Penalty: 3137.612793
	Iteration 7F: 3 clusters Score -1495015 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1495686.625000 Penalty: 3137.612793
	Iteration 8Q: 3 clusters Score -1495687 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1496196.375000 Penalty: 3137.612793
	Iteration 9Q: 3 clusters Score -1496196 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1496482.000000 Penalty: 3137.612793
	Iteration 10Q: 3 clusters Score -1496482 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1496628.500000 Penalty: 3137.612793
	Iteration 11Q: 3 clusters Score -1496628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1496709.750000 Penalty: 3137.612793
	Iteration 12Q: 3 clusters Score -1496710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1496770.750000 Penalty: 3137.612793
	Iteration 13Q: 3 clusters Score -1496771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1496810.750000 Penalty: 3137.612793
	Iteration 14Q: 3 clusters Score -1496811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1496843.125000 Penalty: 3137.612793
	Iteration 15Q: 3 clusters Score -1496843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1496876.250000 Penalty: 3137.612793
	Iteration 16Q: 3 clusters Score -1496876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1496900.500000 Penalty: 3137.612793
	Iteration 17Q: 3 clusters Score -1496900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1496910.000000 Penalty: 3137.612793
	Iteration 18Q: 3 clusters Score -1496910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1496913.750000 Penalty: 3137.612793
	Iteration 19Q: 3 clusters Score -1496914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1496920.750000 Penalty: 3137.612793
	Iteration 20F: 3 clusters Score -1496921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1496924.625000 Penalty: 3137.612793
	Iteration 21Q: 3 clusters Score -1496925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1496930.750000 Penalty: 3137.612793
	Iteration 22Q: 3 clusters Score -1496931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1496936.375000 Penalty: 3137.612793
	Iteration 23Q: 3 clusters Score -1496936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1496939.375000 Penalty: 3137.612793
	Iteration 24Q: 3 clusters Score -1496939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1496949.750000 Penalty: 3137.612793
	Iteration 25Q: 3 clusters Score -1496950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1496968.750000 Penalty: 3137.612793
	Iteration 26Q: 3 clusters Score -1496969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1496980.250000 Penalty: 3137.612793
	Iteration 27Q: 3 clusters Score -1496980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1496990.750000 Penalty: 3137.612793
	Iteration 28Q: 3 clusters Score -1496991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1496997.625000 Penalty: 3137.612793
	Iteration 29Q: 3 clusters Score -1496998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1497000.125000 Penalty: 3137.612793
	Iteration 30Q: 3 clusters Score -1497000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1497001.625000 Penalty: 3137.612793
	Iteration 31Q: 3 clusters Score -1497002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1497002.500000 Penalty: 3137.612793
	Iteration 32Q: 3 clusters Score -1497002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1497004.375000 Penalty: 3137.612793
	Iteration 33Q: 3 clusters Score -1497004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1497003.500000 Penalty: 3137.612793
	Iteration 34Q: 3 clusters Score -1497004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1497004.125000 Penalty: 3137.612793
	Iteration 35Q: 3 clusters Score -1497004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1497004.875000 Penalty: 3137.612793
	Iteration 36Q: 3 clusters Score -1497005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1497004.875000 Penalty: 3137.612793
	Iteration 37Q: 3 clusters Score -1497005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1497006.500000 Penalty: 3137.612793
	Iteration 38Q: 3 clusters Score -1497006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1497008.500000 Penalty: 3137.612793
	Iteration 39Q: 3 clusters Score -1497008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1497010.125000 Penalty: 3137.612793
	Iteration 40F: 3 clusters Score -1497010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1497010.875000 Penalty: 3137.612793
	Iteration 41Q: 3 clusters Score -1497011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1497012.875000 Penalty: 3137.612793
	Iteration 42Q: 3 clusters Score -1497013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1497012.500000 Penalty: 3137.612793
	Iteration 43Q: 3 clusters Score -1497012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1497012.500000 Penalty: 3137.612793
	Iteration 44F: 3 clusters Score -1497012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -146235.843750 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -146235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -144399.546875 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -144399.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -144788.125000 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -144788.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -144859.765625 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -144859.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -144904.359375 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -144904.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -144936.906250 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -144936.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -144960.312500 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -144960.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -144975.250000 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -144975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -144984.125000 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -144984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -144994.343750 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -144994.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -145002.562500 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -145002.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -145011.078125 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -145011.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -145023.468750 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -145023.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145037.515625 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -145037.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -145048.234375 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -145048.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -145056.312500 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -145056.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -145069.781250 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -145069.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -145080.859375 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -145080.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -145093.578125 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -145093.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -145113.468750 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -145113.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -145136.265625 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -145136.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -145148.031250 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -145148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -145164.125000 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -145164.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -145181.171875 Penalty: 2399.190430
	Iteration 22Q: 3 clusters Score -145181.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -145204.859375 Penalty: 2399.190430
	Iteration 23Q: 3 clusters Score -145204.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -145242.875000 Penalty: 2399.190430
	Iteration 24Q: 3 clusters Score -145242.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -145283.875000 Penalty: 2399.190430
	Iteration 25Q: 3 clusters Score -145283.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -145311.343750 Penalty: 2399.190430
	Iteration 26Q: 3 clusters Score -145311.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -145349.125000 Penalty: 2399.190430
	Iteration 27Q: 3 clusters Score -145349.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -145381.359375 Penalty: 2399.190430
	Iteration 28Q: 3 clusters Score -145381.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -145400.843750 Penalty: 2399.190430
	Iteration 29Q: 3 clusters Score -145400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -145412.281250 Penalty: 2399.190430
	Iteration 30Q: 3 clusters Score -145412.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -145419.546875 Penalty: 2399.190430
	Iteration 31Q: 3 clusters Score -145419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -145425.687500 Penalty: 2399.190430
	Iteration 32Q: 3 clusters Score -145425.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -145434.234375 Penalty: 2399.190430
	Iteration 33Q: 3 clusters Score -145434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -145443.156250 Penalty: 2399.190430
	Iteration 34Q: 3 clusters Score -145443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -145451.515625 Penalty: 2399.190430
	Iteration 35Q: 3 clusters Score -145451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -145455.359375 Penalty: 2399.190430
	Iteration 36Q: 3 clusters Score -145455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -145456.390625 Penalty: 2399.190430
	Iteration 37Q: 3 clusters Score -145456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -145456.843750 Penalty: 2399.190430
	Iteration 38Q: 3 clusters Score -145456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -145459.500000 Penalty: 2399.190430
	Iteration 39Q: 3 clusters Score -145459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -145460.312500 Penalty: 2399.190430
	Iteration 40F: 3 clusters Score -145460.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -81129.867188 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -81129.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79767.664062 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -79767.66 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80000.031250 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -80000.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80098.492188 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -80098.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80138.109375 Penalty: 2230.736084
	Iteration 3Q: 3 clusters Score -80138.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80163.929688 Penalty: 2230.736084
	Iteration 4Q: 3 clusters Score -80163.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80175.203125 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -80175.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80189.109375 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -80189.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80199.773438 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -80199.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80205.804688 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -80205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80209.656250 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -80209.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80214.140625 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -80214.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80217.703125 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -80217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80219.539062 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -80219.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80220.078125 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -80220.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80220.078125 Penalty: 2230.736084
	Iteration 14F: 3 clusters Score -80220.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Entering Unmasked Estep 
Score: -3373527.000000 Penalty: 1699.140869
	Iteration 0F: 2 clusters Score -3373527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3350034.250000 Penalty: 3398.281738
	Iteration 0F: 3 clusters Score -3350034 nChanged 16103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3359038.250000 Penalty: 3398.281738
	Iteration 1F: 3 clusters Score -3359038 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3359396.250000 Penalty: 3398.281738
	Iteration 2Q: 3 clusters Score -3359396 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3359764.000000 Penalty: 3398.281738
	Iteration 3Q: 3 clusters Score -3359764 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3360174.750000 Penalty: 3398.281738
	Iteration 4Q: 3 clusters Score -3360175 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3360635.500000 Penalty: 3398.281738
	Iteration 5Q: 3 clusters Score -3360636 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3361160.250000 Penalty: 3398.281738
	Iteration 6Q: 3 clusters Score -3361160 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3361809.500000 Penalty: 3398.281738
	Iteration 7Q: 3 clusters Score -3361810 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3362592.500000 Penalty: 3398.281738
	Iteration 8Q: 3 clusters Score -3362592 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3363481.000000 Penalty: 3398.281738
	Iteration 9Q: 3 clusters Score -3363481 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3364502.000000 Penalty: 3398.281738
	Iteration 10F: 3 clusters Score -3364502 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3365488.500000 Penalty: 3398.281738
	Iteration 11Q: 3 clusters Score -3365488 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3366405.750000 Penalty: 3398.281738
	Iteration 12Q: 3 clusters Score -3366406 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3367208.000000 Penalty: 3398.281738
	Iteration 13Q: 3 clusters Score -3367208 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3367759.000000 Penalty: 3398.281738
	Iteration 14Q: 3 clusters Score -3367759 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3368136.500000 Penalty: 3398.281738
	Iteration 15Q: 3 clusters Score -3368136 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3368450.250000 Penalty: 3398.281738
	Iteration 16Q: 3 clusters Score -3368450 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3368736.250000 Penalty: 3398.281738
	Iteration 17Q: 3 clusters Score -3368736 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3369005.000000 Penalty: 3398.281738
	Iteration 18Q: 3 clusters Score -3369005 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3369210.750000 Penalty: 3398.281738
	Iteration 19Q: 3 clusters Score -3369211 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3369394.250000 Penalty: 3398.281738
	Iteration 20F: 3 clusters Score -3369394 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3369549.750000 Penalty: 3398.281738
	Iteration 21Q: 3 clusters Score -3369550 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3369757.000000 Penalty: 3398.281738
	Iteration 22Q: 3 clusters Score -3369757 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3369897.000000 Penalty: 3398.281738
	Iteration 23Q: 3 clusters Score -3369897 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3370044.250000 Penalty: 3398.281738
	Iteration 24Q: 3 clusters Score -3370044 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3370143.250000 Penalty: 3398.281738
	Iteration 25Q: 3 clusters Score -3370143 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3370226.000000 Penalty: 3398.281738
	Iteration 26Q: 3 clusters Score -3370226 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3370284.250000 Penalty: 3398.281738
	Iteration 27Q: 3 clusters Score -3370284 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3370302.000000 Penalty: 3398.281738
	Iteration 28Q: 3 clusters Score -3370302 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3370328.500000 Penalty: 3398.281738
	Iteration 29Q: 3 clusters Score -3370328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3370350.500000 Penalty: 3398.281738
	Iteration 30Q: 3 clusters Score -3370350 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3370371.750000 Penalty: 3398.281738
	Iteration 31Q: 3 clusters Score -3370372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3370381.250000 Penalty: 3398.281738
	Iteration 32Q: 3 clusters Score -3370381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3370388.250000 Penalty: 3398.281738
	Iteration 33Q: 3 clusters Score -3370388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3370392.750000 Penalty: 3398.281738
	Iteration 34Q: 3 clusters Score -3370393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3370397.750000 Penalty: 3398.281738
	Iteration 35Q: 3 clusters Score -3370398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3370405.500000 Penalty: 3398.281738
	Iteration 36Q: 3 clusters Score -3370406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3370403.750000 Penalty: 3398.281738
	Iteration 37Q: 3 clusters Score -3370404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3370406.750000 Penalty: 3398.281738
	Iteration 38Q: 3 clusters Score -3370407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3370404.250000 Penalty: 3398.281738
	Iteration 39Q: 3 clusters Score -3370404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3370409.500000 Penalty: 3398.281738
	Iteration 40F: 3 clusters Score -3370410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3370407.500000 Penalty: 3398.281738
	Iteration 41Q: 3 clusters Score -3370408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3370406.000000 Penalty: 3398.281738
	Iteration 42Q: 3 clusters Score -3370406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3370406.250000 Penalty: 3398.281738
	Iteration 43Q: 3 clusters Score -3370406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3370406.250000 Penalty: 3398.281738
	Iteration 44F: 3 clusters Score -3370406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -208349.437500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -208349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -206063.984375 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -206064 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -206647.484375 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -206647.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -206797.875000 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -206797.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -206894.781250 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -206894.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -206969.359375 Penalty: 2516.280762
	Iteration 4Q: 3 clusters Score -206969.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -207025.109375 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -207025.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -207087.000000 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -207087 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -207152.640625 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -207152.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -207233.937500 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -207233.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207360.859375 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -207360.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207522.812500 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -207522.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207636.250000 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -207636.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -207719.343750 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -207719.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -207774.375000 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -207774.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -207813.609375 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -207813.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -207853.531250 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -207853.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -207889.218750 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -207889.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -207918.796875 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -207918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -207933.593750 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -207933.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -207946.921875 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -207946.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -207960.406250 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -207960.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -207970.640625 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -207970.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -207977.968750 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -207978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -207985.031250 Penalty: 2516.280762
	Iteration 23Q: 3 clusters Score -207985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -207991.906250 Penalty: 2516.280762
	Iteration 24Q: 3 clusters Score -207991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -207994.859375 Penalty: 2516.280762
	Iteration 25Q: 3 clusters Score -207994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -207999.187500 Penalty: 2516.280762
	Iteration 26Q: 3 clusters Score -207999.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -208005.953125 Penalty: 2516.280762
	Iteration 27Q: 3 clusters Score -208006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -208017.281250 Penalty: 2516.280762
	Iteration 28Q: 3 clusters Score -208017.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -208026.890625 Penalty: 2516.280762
	Iteration 29Q: 3 clusters Score -208026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -208035.421875 Penalty: 2516.280762
	Iteration 30Q: 3 clusters Score -208035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -208042.468750 Penalty: 2516.280762
	Iteration 31Q: 3 clusters Score -208042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -208046.546875 Penalty: 2516.280762
	Iteration 32Q: 3 clusters Score -208046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -208050.656250 Penalty: 2516.280762
	Iteration 33Q: 3 clusters Score -208050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -208057.953125 Penalty: 2516.280762
	Iteration 34Q: 3 clusters Score -208058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -208059.140625 Penalty: 2516.280762
	Iteration 35Q: 3 clusters Score -208059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -208060.000000 Penalty: 2516.280762
	Iteration 36Q: 3 clusters Score -208060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -208060.078125 Penalty: 2516.280762
	Iteration 37Q: 3 clusters Score -208060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -208060.468750 Penalty: 2516.280762
	Iteration 38Q: 3 clusters Score -208060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -208060.468750 Penalty: 2516.280762
	Iteration 39F: 3 clusters Score -208060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -497010.468750 Penalty: 1399.944946
	Iteration 0F: 2 clusters Score -497010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -492734.250000 Penalty: 2799.889893
	Iteration 0F: 3 clusters Score -492734.2 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -494005.718750 Penalty: 2799.889893
	Iteration 1F: 3 clusters Score -494005.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -494259.437500 Penalty: 2799.889893
	Iteration 2F: 3 clusters Score -494259.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -494535.031250 Penalty: 2799.889893
	Iteration 3F: 3 clusters Score -494535 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -494813.593750 Penalty: 2799.889893
	Iteration 4F: 3 clusters Score -494813.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -495169.406250 Penalty: 2799.889893
	Iteration 5F: 3 clusters Score -495169.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -495562.687500 Penalty: 2799.889893
	Iteration 6F: 3 clusters Score -495562.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -495963.437500 Penalty: 2799.889893
	Iteration 7F: 3 clusters Score -495963.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -496240.250000 Penalty: 2799.889893
	Iteration 8Q: 3 clusters Score -496240.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -496372.812500 Penalty: 2799.889893
	Iteration 9Q: 3 clusters Score -496372.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -496445.062500 Penalty: 2799.889893
	Iteration 10Q: 3 clusters Score -496445.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -496476.750000 Penalty: 2799.889893
	Iteration 11Q: 3 clusters Score -496476.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -496496.750000 Penalty: 2799.889893
	Iteration 12Q: 3 clusters Score -496496.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -496503.218750 Penalty: 2799.889893
	Iteration 13Q: 3 clusters Score -496503.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -496510.093750 Penalty: 2799.889893
	Iteration 14Q: 3 clusters Score -496510.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -496513.062500 Penalty: 2799.889893
	Iteration 15Q: 3 clusters Score -496513.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -496515.375000 Penalty: 2799.889893
	Iteration 16Q: 3 clusters Score -496515.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -496515.968750 Penalty: 2799.889893
	Iteration 17Q: 3 clusters Score -496516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -496518.250000 Penalty: 2799.889893
	Iteration 18Q: 3 clusters Score -496518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -496519.593750 Penalty: 2799.889893
	Iteration 19Q: 3 clusters Score -496519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -496520.500000 Penalty: 2799.889893
	Iteration 20F: 3 clusters Score -496520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -496520.968750 Penalty: 2799.889893
	Iteration 21Q: 3 clusters Score -496521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -496522.250000 Penalty: 2799.889893
	Iteration 22Q: 3 clusters Score -496522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -496521.781250 Penalty: 2799.889893
	Iteration 23Q: 3 clusters Score -496521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -496522.031250 Penalty: 2799.889893
	Iteration 24Q: 3 clusters Score -496522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -496522.531250 Penalty: 2799.889893
	Iteration 25Q: 3 clusters Score -496522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -496522.531250 Penalty: 2799.889893
	Iteration 26F: 3 clusters Score -496522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Entering Unmasked Estep 
Score: -4625059.000000 Penalty: 1755.748047
	Iteration 0F: 2 clusters Score -4625059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4598512.000000 Penalty: 3511.496094
	Iteration 0F: 3 clusters Score -4598512 nChanged 23066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4611753.500000 Penalty: 3511.496094
	Iteration 1F: 3 clusters Score -4611754 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4612222.000000 Penalty: 3511.496094
	Iteration 2Q: 3 clusters Score -4612222 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4612759.000000 Penalty: 3511.496094
	Iteration 3Q: 3 clusters Score -4612759 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4613729.500000 Penalty: 3511.496094
	Iteration 4Q: 3 clusters Score -4613730 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4615393.000000 Penalty: 3511.496094
	Iteration 5F: 3 clusters Score -4615393 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4617337.000000 Penalty: 3511.496094
	Iteration 6F: 3 clusters Score -4617337 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -4619161.500000 Penalty: 3511.496094
	Iteration 7F: 3 clusters Score -4619162 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4620789.000000 Penalty: 3511.496094
	Iteration 8F: 3 clusters Score -4620789 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4622138.000000 Penalty: 3511.496094
	Iteration 9Q: 3 clusters Score -4622138 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4622776.500000 Penalty: 3511.496094
	Iteration 10Q: 3 clusters Score -4622776 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4623028.000000 Penalty: 3511.496094
	Iteration 11Q: 3 clusters Score -4623028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4623162.000000 Penalty: 3511.496094
	Iteration 12Q: 3 clusters Score -4623162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4623244.500000 Penalty: 3511.496094
	Iteration 13Q: 3 clusters Score -4623244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4623285.000000 Penalty: 3511.496094
	Iteration 14Q: 3 clusters Score -4623285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4623310.500000 Penalty: 3511.496094
	Iteration 15Q: 3 clusters Score -4623310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4623316.000000 Penalty: 3511.496094
	Iteration 16Q: 3 clusters Score -4623316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4623324.000000 Penalty: 3511.496094
	Iteration 17Q: 3 clusters Score -4623324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4623322.000000 Penalty: 3511.496094
	Iteration 18Q: 3 clusters Score -4623322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4623322.000000 Penalty: 3511.496094
	Iteration 19F: 3 clusters Score -4623322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Entering Unmasked Estep 
Score: -1942012.750000 Penalty: 1626.567749
	Iteration 0F: 2 clusters Score -1942013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1927024.250000 Penalty: 3253.135498
	Iteration 0F: 3 clusters Score -1927024 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1932566.375000 Penalty: 3253.135498
	Iteration 1F: 3 clusters Score -1932566 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1933149.000000 Penalty: 3253.135498
	Iteration 2F: 3 clusters Score -1933149 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1933789.375000 Penalty: 3253.135498
	Iteration 3F: 3 clusters Score -1933789 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1934501.125000 Penalty: 3253.135498
	Iteration 4F: 3 clusters Score -1934501 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1935261.875000 Penalty: 3253.135498
	Iteration 5F: 3 clusters Score -1935262 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1935982.500000 Penalty: 3253.135498
	Iteration 6F: 3 clusters Score -1935982 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1936689.125000 Penalty: 3253.135498
	Iteration 7F: 3 clusters Score -1936689 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1937277.750000 Penalty: 3253.135498
	Iteration 8Q: 3 clusters Score -1937278 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1937770.250000 Penalty: 3253.135498
	Iteration 9Q: 3 clusters Score -1937770 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1938236.625000 Penalty: 3253.135498
	Iteration 10Q: 3 clusters Score -1938237 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1938728.125000 Penalty: 3253.135498
	Iteration 11Q: 3 clusters Score -1938728 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -1939137.375000 Penalty: 3253.135498
	Iteration 12Q: 3 clusters Score -1939137 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1939500.875000 Penalty: 3253.135498
	Iteration 13Q: 3 clusters Score -1939501 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1939802.625000 Penalty: 3253.135498
	Iteration 14Q: 3 clusters Score -1939803 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1940088.750000 Penalty: 3253.135498
	Iteration 15Q: 3 clusters Score -1940089 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1940300.750000 Penalty: 3253.135498
	Iteration 16Q: 3 clusters Score -1940301 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -1940500.750000 Penalty: 3253.135498
	Iteration 17Q: 3 clusters Score -1940501 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1940626.875000 Penalty: 3253.135498
	Iteration 18Q: 3 clusters Score -1940627 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -1940721.250000 Penalty: 3253.135498
	Iteration 19Q: 3 clusters Score -1940721 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1940781.250000 Penalty: 3253.135498
	Iteration 20F: 3 clusters Score -1940781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -1940818.750000 Penalty: 3253.135498
	Iteration 21Q: 3 clusters Score -1940819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1940861.750000 Penalty: 3253.135498
	Iteration 22Q: 3 clusters Score -1940862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -1940893.250000 Penalty: 3253.135498
	Iteration 23Q: 3 clusters Score -1940893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1940916.375000 Penalty: 3253.135498
	Iteration 24Q: 3 clusters Score -1940916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -1940923.875000 Penalty: 3253.135498
	Iteration 25Q: 3 clusters Score -1940924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1940932.000000 Penalty: 3253.135498
	Iteration 26Q: 3 clusters Score -1940932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -1940935.500000 Penalty: 3253.135498
	Iteration 27Q: 3 clusters Score -1940936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -1940935.125000 Penalty: 3253.135498
	Iteration 28Q: 3 clusters Score -1940935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -1940938.500000 Penalty: 3253.135498
	Iteration 29Q: 3 clusters Score -1940938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -1940941.625000 Penalty: 3253.135498
	Iteration 30Q: 3 clusters Score -1940942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -1940943.875000 Penalty: 3253.135498
	Iteration 31Q: 3 clusters Score -1940944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -1940945.000000 Penalty: 3253.135498
	Iteration 32Q: 3 clusters Score -1940945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -1940946.500000 Penalty: 3253.135498
	Iteration 33Q: 3 clusters Score -1940946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -1940949.500000 Penalty: 3253.135498
	Iteration 34Q: 3 clusters Score -1940950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1940952.125000 Penalty: 3253.135498
	Iteration 35Q: 3 clusters Score -1940952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1940951.000000 Penalty: 3253.135498
	Iteration 36Q: 3 clusters Score -1940951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -1940955.250000 Penalty: 3253.135498
	Iteration 37Q: 3 clusters Score -1940955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -1940955.250000 Penalty: 3253.135498
	Iteration 38F: 3 clusters Score -1940955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Entering Unmasked Estep 
Score: -3284173.500000 Penalty: 1692.626221
	Iteration 0F: 2 clusters Score -3284174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3262815.750000 Penalty: 3385.252441
	Iteration 0F: 3 clusters Score -3262816 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3271300.000000 Penalty: 3385.252441
	Iteration 1F: 3 clusters Score -3271300 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3271569.750000 Penalty: 3385.252441
	Iteration 2Q: 3 clusters Score -3271570 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3271767.750000 Penalty: 3385.252441
	Iteration 3Q: 3 clusters Score -3271768 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3271972.500000 Penalty: 3385.252441
	Iteration 4Q: 3 clusters Score -3271972 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3272137.250000 Penalty: 3385.252441
	Iteration 5Q: 3 clusters Score -3272137 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3272272.750000 Penalty: 3385.252441
	Iteration 6Q: 3 clusters Score -3272273 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3272463.500000 Penalty: 3385.252441
	Iteration 7Q: 3 clusters Score -3272464 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3272711.250000 Penalty: 3385.252441
	Iteration 8Q: 3 clusters Score -3272711 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3273026.500000 Penalty: 3385.252441
	Iteration 9Q: 3 clusters Score -3273026 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3273434.500000 Penalty: 3385.252441
	Iteration 10Q: 3 clusters Score -3273434 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3273984.750000 Penalty: 3385.252441
	Iteration 11Q: 3 clusters Score -3273985 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3274801.500000 Penalty: 3385.252441
	Iteration 12F: 3 clusters Score -3274802 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3275795.750000 Penalty: 3385.252441
	Iteration 13F: 3 clusters Score -3275796 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3276918.500000 Penalty: 3385.252441
	Iteration 14F: 3 clusters Score -3276918 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3278160.000000 Penalty: 3385.252441
	Iteration 15F: 3 clusters Score -3278160 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3279458.000000 Penalty: 3385.252441
	Iteration 16F: 3 clusters Score -3279458 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3280519.000000 Penalty: 3385.252441
	Iteration 17Q: 3 clusters Score -3280519 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3281312.250000 Penalty: 3385.252441
	Iteration 18Q: 3 clusters Score -3281312 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3281938.250000 Penalty: 3385.252441
	Iteration 19Q: 3 clusters Score -3281938 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3282263.250000 Penalty: 3385.252441
	Iteration 20F: 3 clusters Score -3282263 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3282433.000000 Penalty: 3385.252441
	Iteration 21Q: 3 clusters Score -3282433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3282515.750000 Penalty: 3385.252441
	Iteration 22Q: 3 clusters Score -3282516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3282563.000000 Penalty: 3385.252441
	Iteration 23Q: 3 clusters Score -3282563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3282594.500000 Penalty: 3385.252441
	Iteration 24Q: 3 clusters Score -3282594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3282609.750000 Penalty: 3385.252441
	Iteration 25Q: 3 clusters Score -3282610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3282615.750000 Penalty: 3385.252441
	Iteration 26Q: 3 clusters Score -3282616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3282632.000000 Penalty: 3385.252441
	Iteration 27Q: 3 clusters Score -3282632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3282645.000000 Penalty: 3385.252441
	Iteration 28Q: 3 clusters Score -3282645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3282656.000000 Penalty: 3385.252441
	Iteration 29Q: 3 clusters Score -3282656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3282659.250000 Penalty: 3385.252441
	Iteration 30Q: 3 clusters Score -3282659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3282661.750000 Penalty: 3385.252441
	Iteration 31Q: 3 clusters Score -3282662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3282661.750000 Penalty: 3385.252441
	Iteration 32F: 3 clusters Score -3282662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Entering Unmasked Estep 
Score: -3633288.500000 Penalty: 1713.403931
	Iteration 0F: 2 clusters Score -3633288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3608255.250000 Penalty: 3426.807861
	Iteration 0F: 3 clusters Score -3608255 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3618098.000000 Penalty: 3426.807861
	Iteration 1F: 3 clusters Score -3618098 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3618548.500000 Penalty: 3426.807861
	Iteration 2Q: 3 clusters Score -3618548 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3619048.500000 Penalty: 3426.807861
	Iteration 3Q: 3 clusters Score -3619048 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3619628.250000 Penalty: 3426.807861
	Iteration 4Q: 3 clusters Score -3619628 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3620366.750000 Penalty: 3426.807861
	Iteration 5Q: 3 clusters Score -3620367 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3621420.000000 Penalty: 3426.807861
	Iteration 6F: 3 clusters Score -3621420 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3622711.250000 Penalty: 3426.807861
	Iteration 7F: 3 clusters Score -3622711 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3624113.750000 Penalty: 3426.807861
	Iteration 8F: 3 clusters Score -3624114 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3625148.750000 Penalty: 3426.807861
	Iteration 9F: 3 clusters Score -3625149 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3625591.250000 Penalty: 3426.807861
	Iteration 10Q: 3 clusters Score -3625591 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3625743.000000 Penalty: 3426.807861
	Iteration 11Q: 3 clusters Score -3625743 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3625794.750000 Penalty: 3426.807861
	Iteration 12Q: 3 clusters Score -3625795 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3625832.000000 Penalty: 3426.807861
	Iteration 13Q: 3 clusters Score -3625832 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3625849.750000 Penalty: 3426.807861
	Iteration 14Q: 3 clusters Score -3625850 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3625870.750000 Penalty: 3426.807861
	Iteration 15Q: 3 clusters Score -3625871 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3625898.000000 Penalty: 3426.807861
	Iteration 16Q: 3 clusters Score -3625898 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3625919.000000 Penalty: 3426.807861
	Iteration 17Q: 3 clusters Score -3625919 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3625944.000000 Penalty: 3426.807861
	Iteration 18Q: 3 clusters Score -3625944 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3625963.000000 Penalty: 3426.807861
	Iteration 19Q: 3 clusters Score -3625963 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3625992.750000 Penalty: 3426.807861
	Iteration 20F: 3 clusters Score -3625993 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3626001.500000 Penalty: 3426.807861
	Iteration 21Q: 3 clusters Score -3626002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3626012.750000 Penalty: 3426.807861
	Iteration 22Q: 3 clusters Score -3626013 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3626049.000000 Penalty: 3426.807861
	Iteration 23Q: 3 clusters Score -3626049 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3626062.750000 Penalty: 3426.807861
	Iteration 24Q: 3 clusters Score -3626063 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3626069.000000 Penalty: 3426.807861
	Iteration 25Q: 3 clusters Score -3626069 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3626075.750000 Penalty: 3426.807861
	Iteration 26Q: 3 clusters Score -3626076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3626097.250000 Penalty: 3426.807861
	Iteration 27Q: 3 clusters Score -3626097 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3626109.750000 Penalty: 3426.807861
	Iteration 28Q: 3 clusters Score -3626110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3626140.000000 Penalty: 3426.807861
	Iteration 29Q: 3 clusters Score -3626140 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3626161.000000 Penalty: 3426.807861
	Iteration 30Q: 3 clusters Score -3626161 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3626183.750000 Penalty: 3426.807861
	Iteration 31Q: 3 clusters Score -3626184 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3626210.500000 Penalty: 3426.807861
	Iteration 32Q: 3 clusters Score -3626210 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3626232.500000 Penalty: 3426.807861
	Iteration 33Q: 3 clusters Score -3626232 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3626230.750000 Penalty: 3426.807861
	Iteration 34Q: 3 clusters Score -3626231 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3626255.000000 Penalty: 3426.807861
	Iteration 35Q: 3 clusters Score -3626255 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3626276.000000 Penalty: 3426.807861
	Iteration 36Q: 3 clusters Score -3626276 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3626297.250000 Penalty: 3426.807861
	Iteration 37Q: 3 clusters Score -3626297 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3626334.000000 Penalty: 3426.807861
	Iteration 38Q: 3 clusters Score -3626334 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3626336.750000 Penalty: 3426.807861
	Iteration 39Q: 3 clusters Score -3626337 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3626357.750000 Penalty: 3426.807861
	Iteration 40F: 3 clusters Score -3626358 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3626383.250000 Penalty: 3426.807861
	Iteration 41Q: 3 clusters Score -3626383 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3626416.000000 Penalty: 3426.807861
	Iteration 42Q: 3 clusters Score -3626416 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3626428.000000 Penalty: 3426.807861
	Iteration 43Q: 3 clusters Score -3626428 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3626442.750000 Penalty: 3426.807861
	Iteration 44Q: 3 clusters Score -3626443 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3626458.750000 Penalty: 3426.807861
	Iteration 45Q: 3 clusters Score -3626459 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3626469.250000 Penalty: 3426.807861
	Iteration 46Q: 3 clusters Score -3626469 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3626474.000000 Penalty: 3426.807861
	Iteration 47Q: 3 clusters Score -3626474 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3626503.000000 Penalty: 3426.807861
	Iteration 48Q: 3 clusters Score -3626503 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3626515.750000 Penalty: 3426.807861
	Iteration 49Q: 3 clusters Score -3626516 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3626548.000000 Penalty: 3426.807861
	Iteration 50Q: 3 clusters Score -3626548 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3626577.750000 Penalty: 3426.807861
	Iteration 51Q: 3 clusters Score -3626578 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3626593.000000 Penalty: 3426.807861
	Iteration 52Q: 3 clusters Score -3626593 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3626634.750000 Penalty: 3426.807861
	Iteration 53Q: 3 clusters Score -3626635 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3626667.000000 Penalty: 3426.807861
	Iteration 54Q: 3 clusters Score -3626667 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3626706.000000 Penalty: 3426.807861
	Iteration 55Q: 3 clusters Score -3626706 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3626765.750000 Penalty: 3426.807861
	Iteration 56Q: 3 clusters Score -3626766 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3626793.250000 Penalty: 3426.807861
	Iteration 57Q: 3 clusters Score -3626793 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3626848.000000 Penalty: 3426.807861
	Iteration 58Q: 3 clusters Score -3626848 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3626905.750000 Penalty: 3426.807861
	Iteration 59Q: 3 clusters Score -3626906 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3627004.250000 Penalty: 3426.807861
	Iteration 60F: 3 clusters Score -3627004 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3627081.750000 Penalty: 3426.807861
	Iteration 61Q: 3 clusters Score -3627082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3627200.500000 Penalty: 3426.807861
	Iteration 62Q: 3 clusters Score -3627200 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3627308.500000 Penalty: 3426.807861
	Iteration 63Q: 3 clusters Score -3627308 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3627424.000000 Penalty: 3426.807861
	Iteration 64Q: 3 clusters Score -3627424 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3627576.000000 Penalty: 3426.807861
	Iteration 65Q: 3 clusters Score -3627576 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3627728.250000 Penalty: 3426.807861
	Iteration 66Q: 3 clusters Score -3627728 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3627881.750000 Penalty: 3426.807861
	Iteration 67Q: 3 clusters Score -3627882 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3628040.250000 Penalty: 3426.807861
	Iteration 68Q: 3 clusters Score -3628040 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3628235.000000 Penalty: 3426.807861
	Iteration 69Q: 3 clusters Score -3628235 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3628401.250000 Penalty: 3426.807861
	Iteration 70Q: 3 clusters Score -3628401 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3628572.250000 Penalty: 3426.807861
	Iteration 71Q: 3 clusters Score -3628572 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3628728.250000 Penalty: 3426.807861
	Iteration 72Q: 3 clusters Score -3628728 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3628880.750000 Penalty: 3426.807861
	Iteration 73Q: 3 clusters Score -3628881 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -3629044.750000 Penalty: 3426.807861
	Iteration 74Q: 3 clusters Score -3629045 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -3629211.250000 Penalty: 3426.807861
	Iteration 75Q: 3 clusters Score -3629211 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3629372.500000 Penalty: 3426.807861
	Iteration 76Q: 3 clusters Score -3629372 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3629545.750000 Penalty: 3426.807861
	Iteration 77Q: 3 clusters Score -3629546 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -3629727.250000 Penalty: 3426.807861
	Iteration 78Q: 3 clusters Score -3629727 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -3629889.500000 Penalty: 3426.807861
	Iteration 79Q: 3 clusters Score -3629890 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -3630219.250000 Penalty: 3426.807861
	Iteration 80F: 3 clusters Score -3630219 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -3630610.250000 Penalty: 3426.807861
	Iteration 81Q: 3 clusters Score -3630610 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -3631002.000000 Penalty: 3426.807861
	Iteration 82Q: 3 clusters Score -3631002 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3631331.250000 Penalty: 3426.807861
	Iteration 83Q: 3 clusters Score -3631331 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -3631619.500000 Penalty: 3426.807861
	Iteration 84Q: 3 clusters Score -3631620 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -3631847.000000 Penalty: 3426.807861
	Iteration 85Q: 3 clusters Score -3631847 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3631992.750000 Penalty: 3426.807861
	Iteration 86Q: 3 clusters Score -3631993 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -3632081.750000 Penalty: 3426.807861
	Iteration 87Q: 3 clusters Score -3632082 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -3632168.500000 Penalty: 3426.807861
	Iteration 88Q: 3 clusters Score -3632168 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -3632227.750000 Penalty: 3426.807861
	Iteration 89Q: 3 clusters Score -3632228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -3632253.750000 Penalty: 3426.807861
	Iteration 90Q: 3 clusters Score -3632254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -3632279.500000 Penalty: 3426.807861
	Iteration 91Q: 3 clusters Score -3632280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -3632300.750000 Penalty: 3426.807861
	Iteration 92Q: 3 clusters Score -3632301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3632301.750000 Penalty: 3426.807861
	Iteration 93Q: 3 clusters Score -3632302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -3632307.500000 Penalty: 3426.807861
	Iteration 94Q: 3 clusters Score -3632308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -3632318.250000 Penalty: 3426.807861
	Iteration 95Q: 3 clusters Score -3632318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -3632319.500000 Penalty: 3426.807861
	Iteration 96Q: 3 clusters Score -3632320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -3632324.000000 Penalty: 3426.807861
	Iteration 97Q: 3 clusters Score -3632324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -3632321.250000 Penalty: 3426.807861
	Iteration 98Q: 3 clusters Score -3632321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -3632323.500000 Penalty: 3426.807861
	Iteration 99Q: 3 clusters Score -3632324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -3632322.000000 Penalty: 3426.807861
	Iteration 100F: 3 clusters Score -3632322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -3632316.500000 Penalty: 3426.807861
	Iteration 101Q: 3 clusters Score -3632316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -3632322.750000 Penalty: 3426.807861
	Iteration 102Q: 3 clusters Score -3632323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3632324.500000 Penalty: 3426.807861
	Iteration 103Q: 3 clusters Score -3632324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -3632325.000000 Penalty: 3426.807861
	Iteration 104Q: 3 clusters Score -3632325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -3632321.000000 Penalty: 3426.807861
	Iteration 105Q: 3 clusters Score -3632321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -3632320.750000 Penalty: 3426.807861
	Iteration 106Q: 3 clusters Score -3632321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3632321.250000 Penalty: 3426.807861
	Iteration 107Q: 3 clusters Score -3632321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -3632322.750000 Penalty: 3426.807861
	Iteration 108Q: 3 clusters Score -3632323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -3632324.750000 Penalty: 3426.807861
	Iteration 109Q: 3 clusters Score -3632325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -3632326.500000 Penalty: 3426.807861
	Iteration 110Q: 3 clusters Score -3632326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3632327.500000 Penalty: 3426.807861
	Iteration 111Q: 3 clusters Score -3632328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -3632325.750000 Penalty: 3426.807861
	Iteration 112Q: 3 clusters Score -3632326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -3632324.000000 Penalty: 3426.807861
	Iteration 113Q: 3 clusters Score -3632324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3632325.500000 Penalty: 3426.807861
	Iteration 114Q: 3 clusters Score -3632326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3632325.500000 Penalty: 3426.807861
	Iteration 115F: 3 clusters Score -3632326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -123549.320312 Penalty: 1178.688965
	Iteration 0F: 2 clusters Score -123549.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -121821.757812 Penalty: 2357.377930
	Iteration 0F: 3 clusters Score -121821.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -122152.234375 Penalty: 2357.377930
	Iteration 1F: 3 clusters Score -122152.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -122245.664062 Penalty: 2357.377930
	Iteration 2F: 3 clusters Score -122245.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -122291.890625 Penalty: 2357.377930
	Iteration 3Q: 3 clusters Score -122291.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122313.687500 Penalty: 2357.377930
	Iteration 4Q: 3 clusters Score -122313.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122330.046875 Penalty: 2357.377930
	Iteration 5Q: 3 clusters Score -122330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -122345.351562 Penalty: 2357.377930
	Iteration 6Q: 3 clusters Score -122345.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -122352.914062 Penalty: 2357.377930
	Iteration 7Q: 3 clusters Score -122352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -122356.773438 Penalty: 2357.377930
	Iteration 8Q: 3 clusters Score -122356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -122357.820312 Penalty: 2357.377930
	Iteration 9Q: 3 clusters Score -122357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122359.718750 Penalty: 2357.377930
	Iteration 10Q: 3 clusters Score -122359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122359.851562 Penalty: 2357.377930
	Iteration 11Q: 3 clusters Score -122359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122360.335938 Penalty: 2357.377930
	Iteration 12Q: 3 clusters Score -122360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122360.835938 Penalty: 2357.377930
	Iteration 13Q: 3 clusters Score -122360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -122361.054688 Penalty: 2357.377930
	Iteration 14Q: 3 clusters Score -122361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -122361.054688 Penalty: 2357.377930
	Iteration 15F: 3 clusters Score -122361.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -210517.203125 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -210517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -208250.000000 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -208250 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -208791.578125 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -208791.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -208931.625000 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -208931.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -208997.031250 Penalty: 2514.157959
	Iteration 3Q: 3 clusters Score -208997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -209038.109375 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -209038.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -209071.921875 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -209071.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -209094.093750 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -209094.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -209117.656250 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -209117.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -209142.171875 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -209142.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -209161.234375 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -209161.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -209186.765625 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -209186.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -209210.953125 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -209211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -209231.734375 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -209231.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -209256.406250 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -209256.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -209279.890625 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -209279.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209298.437500 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -209298.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209312.265625 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -209312.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209327.343750 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -209327.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209351.359375 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -209351.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209368.718750 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -209368.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -209384.000000 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -209384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -209395.875000 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -209395.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209407.421875 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -209407.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -209422.609375 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -209422.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209437.078125 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -209437.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -209455.187500 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -209455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209467.921875 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -209467.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -209480.375000 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -209480.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209496.250000 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -209496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -209504.765625 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -209504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -209512.281250 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -209512.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -209521.578125 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -209521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209529.921875 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -209529.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -209536.906250 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -209536.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -209544.437500 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -209544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -209551.515625 Penalty: 2514.157959
	Iteration 35Q: 3 clusters Score -209551.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209563.265625 Penalty: 2514.157959
	Iteration 36Q: 3 clusters Score -209563.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -209574.421875 Penalty: 2514.157959
	Iteration 37Q: 3 clusters Score -209574.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -209591.812500 Penalty: 2514.157959
	Iteration 38Q: 3 clusters Score -209591.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -209611.015625 Penalty: 2514.157959
	Iteration 39Q: 3 clusters Score -209611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -209620.406250 Penalty: 2514.157959
	Iteration 40F: 3 clusters Score -209620.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209629.625000 Penalty: 2514.157959
	Iteration 41Q: 3 clusters Score -209629.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -209641.093750 Penalty: 2514.157959
	Iteration 42Q: 3 clusters Score -209641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -209649.203125 Penalty: 2514.157959
	Iteration 43Q: 3 clusters Score -209649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -209656.093750 Penalty: 2514.157959
	Iteration 44Q: 3 clusters Score -209656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -209663.046875 Penalty: 2514.157959
	Iteration 45Q: 3 clusters Score -209663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -209669.671875 Penalty: 2514.157959
	Iteration 46Q: 3 clusters Score -209669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -209674.468750 Penalty: 2514.157959
	Iteration 47Q: 3 clusters Score -209674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -209678.312500 Penalty: 2514.157959
	Iteration 48Q: 3 clusters Score -209678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -209683.093750 Penalty: 2514.157959
	Iteration 49Q: 3 clusters Score -209683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -209685.296875 Penalty: 2514.157959
	Iteration 50Q: 3 clusters Score -209685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -209688.718750 Penalty: 2514.157959
	Iteration 51Q: 3 clusters Score -209688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -209691.484375 Penalty: 2514.157959
	Iteration 52Q: 3 clusters Score -209691.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -209695.515625 Penalty: 2514.157959
	Iteration 53Q: 3 clusters Score -209695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -209699.750000 Penalty: 2514.157959
	Iteration 54Q: 3 clusters Score -209699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -209704.968750 Penalty: 2514.157959
	Iteration 55Q: 3 clusters Score -209705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -209709.484375 Penalty: 2514.157959
	Iteration 56Q: 3 clusters Score -209709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -209713.250000 Penalty: 2514.157959
	Iteration 57Q: 3 clusters Score -209713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -209714.812500 Penalty: 2514.157959
	Iteration 58Q: 3 clusters Score -209714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -209715.890625 Penalty: 2514.157959
	Iteration 59Q: 3 clusters Score -209715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -209715.890625 Penalty: 2514.157959
	Iteration 60F: 3 clusters Score -209715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Entering Unmasked Estep 
Score: -3738568.250000 Penalty: 1717.601440
	Iteration 0F: 2 clusters Score -3738568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3714549.000000 Penalty: 3435.202881
	Iteration 0F: 3 clusters Score -3714549 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3725005.250000 Penalty: 3435.202881
	Iteration 1F: 3 clusters Score -3725005 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3726102.250000 Penalty: 3435.202881
	Iteration 2F: 3 clusters Score -3726102 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3727741.750000 Penalty: 3435.202881
	Iteration 3F: 3 clusters Score -3727742 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3729890.250000 Penalty: 3435.202881
	Iteration 4F: 3 clusters Score -3729890 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3732321.500000 Penalty: 3435.202881
	Iteration 5F: 3 clusters Score -3732322 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3734447.750000 Penalty: 3435.202881
	Iteration 6F: 3 clusters Score -3734448 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3735828.500000 Penalty: 3435.202881
	Iteration 7Q: 3 clusters Score -3735828 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3736659.500000 Penalty: 3435.202881
	Iteration 8Q: 3 clusters Score -3736660 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3737187.750000 Penalty: 3435.202881
	Iteration 9Q: 3 clusters Score -3737188 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3737426.250000 Penalty: 3435.202881
	Iteration 10Q: 3 clusters Score -3737426 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3737518.750000 Penalty: 3435.202881
	Iteration 11Q: 3 clusters Score -3737519 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3737547.000000 Penalty: 3435.202881
	Iteration 12Q: 3 clusters Score -3737547 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3737548.250000 Penalty: 3435.202881
	Iteration 13Q: 3 clusters Score -3737548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3737564.250000 Penalty: 3435.202881
	Iteration 14Q: 3 clusters Score -3737564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3737548.250000 Penalty: 3435.202881
	Iteration 15Q: 3 clusters Score -3737548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3737535.750000 Penalty: 3435.202881
	Iteration 16Q: 3 clusters Score -3737536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3737528.750000 Penalty: 3435.202881
	Iteration 17Q: 3 clusters Score -3737529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3737537.000000 Penalty: 3435.202881
	Iteration 18Q: 3 clusters Score -3737537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3737533.000000 Penalty: 3435.202881
	Iteration 19Q: 3 clusters Score -3737533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3737523.750000 Penalty: 3435.202881
	Iteration 20F: 3 clusters Score -3737524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3737521.500000 Penalty: 3435.202881
	Iteration 21Q: 3 clusters Score -3737522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3737525.000000 Penalty: 3435.202881
	Iteration 22Q: 3 clusters Score -3737525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3737520.000000 Penalty: 3435.202881
	Iteration 23Q: 3 clusters Score -3737520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3737523.000000 Penalty: 3435.202881
	Iteration 24Q: 3 clusters Score -3737523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3737517.750000 Penalty: 3435.202881
	Iteration 25Q: 3 clusters Score -3737518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3737513.750000 Penalty: 3435.202881
	Iteration 26Q: 3 clusters Score -3737514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3737514.750000 Penalty: 3435.202881
	Iteration 27Q: 3 clusters Score -3737515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3737508.750000 Penalty: 3435.202881
	Iteration 28Q: 3 clusters Score -3737509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3737514.250000 Penalty: 3435.202881
	Iteration 29Q: 3 clusters Score -3737514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3737511.500000 Penalty: 3435.202881
	Iteration 30Q: 3 clusters Score -3737512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3737514.500000 Penalty: 3435.202881
	Iteration 31Q: 3 clusters Score -3737514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3737514.000000 Penalty: 3435.202881
	Iteration 32Q: 3 clusters Score -3737514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3737519.000000 Penalty: 3435.202881
	Iteration 33Q: 3 clusters Score -3737519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3737516.500000 Penalty: 3435.202881
	Iteration 34Q: 3 clusters Score -3737516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3737511.500000 Penalty: 3435.202881
	Iteration 35Q: 3 clusters Score -3737512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3737513.000000 Penalty: 3435.202881
	Iteration 36Q: 3 clusters Score -3737513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3737513.500000 Penalty: 3435.202881
	Iteration 37Q: 3 clusters Score -3737514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3737513.250000 Penalty: 3435.202881
	Iteration 38Q: 3 clusters Score -3737513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3737512.750000 Penalty: 3435.202881
	Iteration 39Q: 3 clusters Score -3737513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3737514.750000 Penalty: 3435.202881
	Iteration 40F: 3 clusters Score -3737515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3737512.500000 Penalty: 3435.202881
	Iteration 41Q: 3 clusters Score -3737512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3737510.250000 Penalty: 3435.202881
	Iteration 42Q: 3 clusters Score -3737510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3737512.500000 Penalty: 3435.202881
	Iteration 43Q: 3 clusters Score -3737512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3737511.750000 Penalty: 3435.202881
	Iteration 44Q: 3 clusters Score -3737512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3737515.250000 Penalty: 3435.202881
	Iteration 45Q: 3 clusters Score -3737515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3737514.750000 Penalty: 3435.202881
	Iteration 46Q: 3 clusters Score -3737515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3737510.500000 Penalty: 3435.202881
	Iteration 47Q: 3 clusters Score -3737510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3737511.000000 Penalty: 3435.202881
	Iteration 48Q: 3 clusters Score -3737511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3737514.750000 Penalty: 3435.202881
	Iteration 49Q: 3 clusters Score -3737515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3737515.250000 Penalty: 3435.202881
	Iteration 50Q: 3 clusters Score -3737515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3737512.250000 Penalty: 3435.202881
	Iteration 51Q: 3 clusters Score -3737512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3737511.750000 Penalty: 3435.202881
	Iteration 52Q: 3 clusters Score -3737512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3737515.000000 Penalty: 3435.202881
	Iteration 53Q: 3 clusters Score -3737515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3737515.000000 Penalty: 3435.202881
	Iteration 54F: 3 clusters Score -3737515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -401247.531250 Penalty: 1360.514771
	Iteration 0F: 2 clusters Score -401247.5 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 2161 members 
Entering Unmasked Estep 
Score: -397691.656250 Penalty: 2721.029541
	Iteration 0F: 3 clusters Score -397691.7 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -398746.125000 Penalty: 2721.029541
	Iteration 1F: 3 clusters Score -398746.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -399054.937500 Penalty: 2721.029541
	Iteration 2F: 3 clusters Score -399054.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -399310.656250 Penalty: 2721.029541
	Iteration 3F: 3 clusters Score -399310.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399510.843750 Penalty: 2721.029541
	Iteration 4F: 3 clusters Score -399510.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -399660.156250 Penalty: 2721.029541
	Iteration 5Q: 3 clusters Score -399660.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -399804.218750 Penalty: 2721.029541
	Iteration 6Q: 3 clusters Score -399804.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -399895.093750 Penalty: 2721.029541
	Iteration 7Q: 3 clusters Score -399895.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -399967.000000 Penalty: 2721.029541
	Iteration 8Q: 3 clusters Score -399967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -400015.593750 Penalty: 2721.029541
	Iteration 9Q: 3 clusters Score -400015.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -400054.156250 Penalty: 2721.029541
	Iteration 10Q: 3 clusters Score -400054.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -400087.625000 Penalty: 2721.029541
	Iteration 11Q: 3 clusters Score -400087.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -400112.218750 Penalty: 2721.029541
	Iteration 12Q: 3 clusters Score -400112.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -400132.000000 Penalty: 2721.029541
	Iteration 13Q: 3 clusters Score -400132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -400148.250000 Penalty: 2721.029541
	Iteration 14Q: 3 clusters Score -400148.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -400169.812500 Penalty: 2721.029541
	Iteration 15Q: 3 clusters Score -400169.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -400188.125000 Penalty: 2721.029541
	Iteration 16Q: 3 clusters Score -400188.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -400203.968750 Penalty: 2721.029541
	Iteration 17Q: 3 clusters Score -400204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -400216.812500 Penalty: 2721.029541
	Iteration 18Q: 3 clusters Score -400216.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -400223.062500 Penalty: 2721.029541
	Iteration 19Q: 3 clusters Score -400223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -400226.218750 Penalty: 2721.029541
	Iteration 20F: 3 clusters Score -400226.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -400230.375000 Penalty: 2721.029541
	Iteration 21Q: 3 clusters Score -400230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -400231.656250 Penalty: 2721.029541
	Iteration 22Q: 3 clusters Score -400231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -400232.625000 Penalty: 2721.029541
	Iteration 23Q: 3 clusters Score -400232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -400234.250000 Penalty: 2721.029541
	Iteration 24Q: 3 clusters Score -400234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -400234.875000 Penalty: 2721.029541
	Iteration 25Q: 3 clusters Score -400234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -400235.156250 Penalty: 2721.029541
	Iteration 26Q: 3 clusters Score -400235.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -400235.718750 Penalty: 2721.029541
	Iteration 27Q: 3 clusters Score -400235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -400237.937500 Penalty: 2721.029541
	Iteration 28Q: 3 clusters Score -400237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -400238.187500 Penalty: 2721.029541
	Iteration 29Q: 3 clusters Score -400238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -400238.468750 Penalty: 2721.029541
	Iteration 30Q: 3 clusters Score -400238.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -400238.593750 Penalty: 2721.029541
	Iteration 31Q: 3 clusters Score -400238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -400239.750000 Penalty: 2721.029541
	Iteration 32Q: 3 clusters Score -400239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -400239.406250 Penalty: 2721.029541
	Iteration 33Q: 3 clusters Score -400239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -400239.406250 Penalty: 2721.029541
	Iteration 34F: 3 clusters Score -400239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -126884.289062 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -126884.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125194.117188 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -125194.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125509.078125 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -125509.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -125629.140625 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -125629.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125721.570312 Penalty: 2350.873047
	Iteration 3Q: 3 clusters Score -125721.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -125770.117188 Penalty: 2350.873047
	Iteration 4Q: 3 clusters Score -125770.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -125790.179688 Penalty: 2350.873047
	Iteration 5Q: 3 clusters Score -125790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -125805.156250 Penalty: 2350.873047
	Iteration 6Q: 3 clusters Score -125805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -125816.140625 Penalty: 2350.873047
	Iteration 7Q: 3 clusters Score -125816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -125834.375000 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -125834.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -125852.796875 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -125852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -125865.984375 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -125866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125871.960938 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -125872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -125878.875000 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -125878.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -125888.890625 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -125888.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125896.554688 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -125896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125901.476562 Penalty: 2350.873047
	Iteration 15Q: 3 clusters Score -125901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125911.703125 Penalty: 2350.873047
	Iteration 16Q: 3 clusters Score -125911.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125922.750000 Penalty: 2350.873047
	Iteration 17Q: 3 clusters Score -125922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125928.195312 Penalty: 2350.873047
	Iteration 18Q: 3 clusters Score -125928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -125932.921875 Penalty: 2350.873047
	Iteration 19Q: 3 clusters Score -125932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -125946.859375 Penalty: 2350.873047
	Iteration 20F: 3 clusters Score -125946.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125969.453125 Penalty: 2350.873047
	Iteration 21Q: 3 clusters Score -125969.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -126000.640625 Penalty: 2350.873047
	Iteration 22Q: 3 clusters Score -126000.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -126035.234375 Penalty: 2350.873047
	Iteration 23Q: 3 clusters Score -126035.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -126062.093750 Penalty: 2350.873047
	Iteration 24Q: 3 clusters Score -126062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -126073.429688 Penalty: 2350.873047
	Iteration 25Q: 3 clusters Score -126073.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -126078.273438 Penalty: 2350.873047
	Iteration 26Q: 3 clusters Score -126078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -126079.867188 Penalty: 2350.873047
	Iteration 27Q: 3 clusters Score -126079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126084.375000 Penalty: 2350.873047
	Iteration 28Q: 3 clusters Score -126084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -126087.281250 Penalty: 2350.873047
	Iteration 29Q: 3 clusters Score -126087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126087.851562 Penalty: 2350.873047
	Iteration 30Q: 3 clusters Score -126087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -126088.773438 Penalty: 2350.873047
	Iteration 31Q: 3 clusters Score -126088.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126090.546875 Penalty: 2350.873047
	Iteration 32Q: 3 clusters Score -126090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126092.265625 Penalty: 2350.873047
	Iteration 33Q: 3 clusters Score -126092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126093.773438 Penalty: 2350.873047
	Iteration 34Q: 3 clusters Score -126093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126094.039062 Penalty: 2350.873047
	Iteration 35Q: 3 clusters Score -126094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126094.039062 Penalty: 2350.873047
	Iteration 36F: 3 clusters Score -126094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -418062.687500 Penalty: 1369.431030
	Iteration 0F: 2 clusters Score -418062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -414380.937500 Penalty: 2738.862061
	Iteration 0F: 3 clusters Score -414380.9 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -415481.125000 Penalty: 2738.862061
	Iteration 1F: 3 clusters Score -415481.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -415736.937500 Penalty: 2738.862061
	Iteration 2F: 3 clusters Score -415736.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -415950.062500 Penalty: 2738.862061
	Iteration 3F: 3 clusters Score -415950.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -416121.656250 Penalty: 2738.862061
	Iteration 4F: 3 clusters Score -416121.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -416253.093750 Penalty: 2738.862061
	Iteration 5Q: 3 clusters Score -416253.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -416366.281250 Penalty: 2738.862061
	Iteration 6Q: 3 clusters Score -416366.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -416461.781250 Penalty: 2738.862061
	Iteration 7Q: 3 clusters Score -416461.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -416535.000000 Penalty: 2738.862061
	Iteration 8Q: 3 clusters Score -416535 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -416592.218750 Penalty: 2738.862061
	Iteration 9Q: 3 clusters Score -416592.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -416630.187500 Penalty: 2738.862061
	Iteration 10Q: 3 clusters Score -416630.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -416659.593750 Penalty: 2738.862061
	Iteration 11Q: 3 clusters Score -416659.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -416681.031250 Penalty: 2738.862061
	Iteration 12Q: 3 clusters Score -416681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -416700.625000 Penalty: 2738.862061
	Iteration 13Q: 3 clusters Score -416700.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -416723.531250 Penalty: 2738.862061
	Iteration 14Q: 3 clusters Score -416723.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -416747.375000 Penalty: 2738.862061
	Iteration 15Q: 3 clusters Score -416747.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -416771.562500 Penalty: 2738.862061
	Iteration 16Q: 3 clusters Score -416771.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -416799.437500 Penalty: 2738.862061
	Iteration 17Q: 3 clusters Score -416799.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -416819.781250 Penalty: 2738.862061
	Iteration 18Q: 3 clusters Score -416819.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -416835.843750 Penalty: 2738.862061
	Iteration 19Q: 3 clusters Score -416835.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -416845.031250 Penalty: 2738.862061
	Iteration 20F: 3 clusters Score -416845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -416848.968750 Penalty: 2738.862061
	Iteration 21Q: 3 clusters Score -416849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -416854.718750 Penalty: 2738.862061
	Iteration 22Q: 3 clusters Score -416854.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -416861.437500 Penalty: 2738.862061
	Iteration 23Q: 3 clusters Score -416861.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -416866.468750 Penalty: 2738.862061
	Iteration 24Q: 3 clusters Score -416866.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -416872.625000 Penalty: 2738.862061
	Iteration 25Q: 3 clusters Score -416872.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -416876.468750 Penalty: 2738.862061
	Iteration 26Q: 3 clusters Score -416876.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -416879.656250 Penalty: 2738.862061
	Iteration 27Q: 3 clusters Score -416879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -416882.000000 Penalty: 2738.862061
	Iteration 28Q: 3 clusters Score -416882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -416887.187500 Penalty: 2738.862061
	Iteration 29Q: 3 clusters Score -416887.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -416891.093750 Penalty: 2738.862061
	Iteration 30Q: 3 clusters Score -416891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -416895.906250 Penalty: 2738.862061
	Iteration 31Q: 3 clusters Score -416895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -416897.875000 Penalty: 2738.862061
	Iteration 32Q: 3 clusters Score -416897.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -416899.437500 Penalty: 2738.862061
	Iteration 33Q: 3 clusters Score -416899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -416900.437500 Penalty: 2738.862061
	Iteration 34Q: 3 clusters Score -416900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -416901.031250 Penalty: 2738.862061
	Iteration 35Q: 3 clusters Score -416901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -416901.125000 Penalty: 2738.862061
	Iteration 36Q: 3 clusters Score -416901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -416901.437500 Penalty: 2738.862061
	Iteration 37Q: 3 clusters Score -416901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -416901.437500 Penalty: 2738.862061
	Iteration 38F: 3 clusters Score -416901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40582.312500 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40582.31 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40731.605469 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40731.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40789.214844 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -40789.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40805.269531 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40805.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40814.886719 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40814.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40823.367188 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40823.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40825.445312 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -40825.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40833.871094 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -40833.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40836.246094 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -40836.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40841.019531 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -40841.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40842.789062 Penalty: 2001.705933
	Iteration 10Q: 3 clusters Score -40842.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40844.011719 Penalty: 2001.705933
	Iteration 11Q: 3 clusters Score -40844.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40845.265625 Penalty: 2001.705933
	Iteration 12Q: 3 clusters Score -40845.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40845.265625 Penalty: 2001.705933
	Iteration 13F: 3 clusters Score -40845.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -516500.343750 Penalty: 1404.105469
	Iteration 0F: 2 clusters Score -516500.3 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 2849 members 
Entering Unmasked Estep 
Score: -512099.906250 Penalty: 2808.210938
	Iteration 0F: 3 clusters Score -512099.9 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -513446.406250 Penalty: 2808.210938
	Iteration 1F: 3 clusters Score -513446.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -513637.031250 Penalty: 2808.210938
	Iteration 2F: 3 clusters Score -513637 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -513764.406250 Penalty: 2808.210938
	Iteration 3F: 3 clusters Score -513764.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -513850.500000 Penalty: 2808.210938
	Iteration 4Q: 3 clusters Score -513850.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -513909.093750 Penalty: 2808.210938
	Iteration 5Q: 3 clusters Score -513909.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -513963.906250 Penalty: 2808.210938
	Iteration 6Q: 3 clusters Score -513963.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -514028.843750 Penalty: 2808.210938
	Iteration 7Q: 3 clusters Score -514028.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -514104.187500 Penalty: 2808.210938
	Iteration 8Q: 3 clusters Score -514104.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -514200.281250 Penalty: 2808.210938
	Iteration 9Q: 3 clusters Score -514200.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -514304.781250 Penalty: 2808.210938
	Iteration 10Q: 3 clusters Score -514304.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -514427.875000 Penalty: 2808.210938
	Iteration 11Q: 3 clusters Score -514427.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -514572.781250 Penalty: 2808.210938
	Iteration 12Q: 3 clusters Score -514572.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -514704.125000 Penalty: 2808.210938
	Iteration 13Q: 3 clusters Score -514704.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -514822.812500 Penalty: 2808.210938
	Iteration 14Q: 3 clusters Score -514822.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -514905.312500 Penalty: 2808.210938
	Iteration 15Q: 3 clusters Score -514905.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -514974.093750 Penalty: 2808.210938
	Iteration 16Q: 3 clusters Score -514974.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -515029.062500 Penalty: 2808.210938
	Iteration 17Q: 3 clusters Score -515029.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -515080.281250 Penalty: 2808.210938
	Iteration 18Q: 3 clusters Score -515080.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -515122.218750 Penalty: 2808.210938
	Iteration 19Q: 3 clusters Score -515122.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -515159.812500 Penalty: 2808.210938
	Iteration 20F: 3 clusters Score -515159.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -515198.437500 Penalty: 2808.210938
	Iteration 21Q: 3 clusters Score -515198.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -515228.406250 Penalty: 2808.210938
	Iteration 22Q: 3 clusters Score -515228.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -515262.125000 Penalty: 2808.210938
	Iteration 23Q: 3 clusters Score -515262.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -515286.750000 Penalty: 2808.210938
	Iteration 24Q: 3 clusters Score -515286.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -515299.843750 Penalty: 2808.210938
	Iteration 25Q: 3 clusters Score -515299.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -515310.031250 Penalty: 2808.210938
	Iteration 26Q: 3 clusters Score -515310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -515316.593750 Penalty: 2808.210938
	Iteration 27Q: 3 clusters Score -515316.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -515322.125000 Penalty: 2808.210938
	Iteration 28Q: 3 clusters Score -515322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -515328.750000 Penalty: 2808.210938
	Iteration 29Q: 3 clusters Score -515328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -515334.343750 Penalty: 2808.210938
	Iteration 30Q: 3 clusters Score -515334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -515336.156250 Penalty: 2808.210938
	Iteration 31Q: 3 clusters Score -515336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -515339.906250 Penalty: 2808.210938
	Iteration 32Q: 3 clusters Score -515339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -515342.281250 Penalty: 2808.210938
	Iteration 33Q: 3 clusters Score -515342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -515346.218750 Penalty: 2808.210938
	Iteration 34Q: 3 clusters Score -515346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -515352.375000 Penalty: 2808.210938
	Iteration 35Q: 3 clusters Score -515352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -515357.781250 Penalty: 2808.210938
	Iteration 36Q: 3 clusters Score -515357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -515364.687500 Penalty: 2808.210938
	Iteration 37Q: 3 clusters Score -515364.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -515369.593750 Penalty: 2808.210938
	Iteration 38Q: 3 clusters Score -515369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -515374.156250 Penalty: 2808.210938
	Iteration 39Q: 3 clusters Score -515374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -515377.031250 Penalty: 2808.210938
	Iteration 40F: 3 clusters Score -515377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -515377.406250 Penalty: 2808.210938
	Iteration 41Q: 3 clusters Score -515377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -515379.750000 Penalty: 2808.210938
	Iteration 42Q: 3 clusters Score -515379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -515381.406250 Penalty: 2808.210938
	Iteration 43Q: 3 clusters Score -515381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -515383.656250 Penalty: 2808.210938
	Iteration 44Q: 3 clusters Score -515383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -515383.531250 Penalty: 2808.210938
	Iteration 45Q: 3 clusters Score -515383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -515384.562500 Penalty: 2808.210938
	Iteration 46Q: 3 clusters Score -515384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -515384.562500 Penalty: 2808.210938
	Iteration 47F: 3 clusters Score -515384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -407443.500000 Penalty: 1364.924438
	Iteration 0F: 2 clusters Score -407443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -403818.000000 Penalty: 2729.848877
	Iteration 0F: 3 clusters Score -403818 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -404908.031250 Penalty: 2729.848877
	Iteration 1F: 3 clusters Score -404908 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -405166.093750 Penalty: 2729.848877
	Iteration 2F: 3 clusters Score -405166.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -405380.562500 Penalty: 2729.848877
	Iteration 3F: 3 clusters Score -405380.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -405579.437500 Penalty: 2729.848877
	Iteration 4F: 3 clusters Score -405579.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -405776.218750 Penalty: 2729.848877
	Iteration 5F: 3 clusters Score -405776.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -405931.437500 Penalty: 2729.848877
	Iteration 6Q: 3 clusters Score -405931.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -406095.156250 Penalty: 2729.848877
	Iteration 7Q: 3 clusters Score -406095.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -406222.187500 Penalty: 2729.848877
	Iteration 8Q: 3 clusters Score -406222.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -406330.750000 Penalty: 2729.848877
	Iteration 9Q: 3 clusters Score -406330.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -406407.593750 Penalty: 2729.848877
	Iteration 10Q: 3 clusters Score -406407.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -406463.156250 Penalty: 2729.848877
	Iteration 11Q: 3 clusters Score -406463.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -406500.750000 Penalty: 2729.848877
	Iteration 12Q: 3 clusters Score -406500.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -406542.593750 Penalty: 2729.848877
	Iteration 13Q: 3 clusters Score -406542.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -406567.218750 Penalty: 2729.848877
	Iteration 14Q: 3 clusters Score -406567.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -406587.500000 Penalty: 2729.848877
	Iteration 15Q: 3 clusters Score -406587.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -406604.750000 Penalty: 2729.848877
	Iteration 16Q: 3 clusters Score -406604.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -406621.500000 Penalty: 2729.848877
	Iteration 17Q: 3 clusters Score -406621.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -406638.562500 Penalty: 2729.848877
	Iteration 18Q: 3 clusters Score -406638.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -406654.218750 Penalty: 2729.848877
	Iteration 19Q: 3 clusters Score -406654.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -406668.718750 Penalty: 2729.848877
	Iteration 20F: 3 clusters Score -406668.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -406681.562500 Penalty: 2729.848877
	Iteration 21Q: 3 clusters Score -406681.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -406689.968750 Penalty: 2729.848877
	Iteration 22Q: 3 clusters Score -406690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -406699.375000 Penalty: 2729.848877
	Iteration 23Q: 3 clusters Score -406699.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -406707.062500 Penalty: 2729.848877
	Iteration 24Q: 3 clusters Score -406707.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -406711.750000 Penalty: 2729.848877
	Iteration 25Q: 3 clusters Score -406711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -406714.937500 Penalty: 2729.848877
	Iteration 26Q: 3 clusters Score -406714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -406716.843750 Penalty: 2729.848877
	Iteration 27Q: 3 clusters Score -406716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -406718.718750 Penalty: 2729.848877
	Iteration 28Q: 3 clusters Score -406718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -406720.250000 Penalty: 2729.848877
	Iteration 29Q: 3 clusters Score -406720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -406721.562500 Penalty: 2729.848877
	Iteration 30Q: 3 clusters Score -406721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -406721.843750 Penalty: 2729.848877
	Iteration 31Q: 3 clusters Score -406721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -406722.562500 Penalty: 2729.848877
	Iteration 32Q: 3 clusters Score -406722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -406722.562500 Penalty: 2729.848877
	Iteration 33F: 3 clusters Score -406722.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Entering Unmasked Estep 
Score: -533298.750000 Penalty: 1404.507080
	Iteration 0F: 2 clusters Score -533298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -528897.062500 Penalty: 2809.014160
	Iteration 0F: 3 clusters Score -528897.1 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -530133.937500 Penalty: 2809.014160
	Iteration 1F: 3 clusters Score -530133.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -530297.500000 Penalty: 2809.014160
	Iteration 2F: 3 clusters Score -530297.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -530399.875000 Penalty: 2809.014160
	Iteration 3Q: 3 clusters Score -530399.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -530478.937500 Penalty: 2809.014160
	Iteration 4Q: 3 clusters Score -530478.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -530534.812500 Penalty: 2809.014160
	Iteration 5Q: 3 clusters Score -530534.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -530584.312500 Penalty: 2809.014160
	Iteration 6Q: 3 clusters Score -530584.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -530623.937500 Penalty: 2809.014160
	Iteration 7Q: 3 clusters Score -530623.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -530656.937500 Penalty: 2809.014160
	Iteration 8Q: 3 clusters Score -530656.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -530689.437500 Penalty: 2809.014160
	Iteration 9Q: 3 clusters Score -530689.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -530719.312500 Penalty: 2809.014160
	Iteration 10Q: 3 clusters Score -530719.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -530748.937500 Penalty: 2809.014160
	Iteration 11Q: 3 clusters Score -530748.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -530773.187500 Penalty: 2809.014160
	Iteration 12Q: 3 clusters Score -530773.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -530805.750000 Penalty: 2809.014160
	Iteration 13Q: 3 clusters Score -530805.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -530851.812500 Penalty: 2809.014160
	Iteration 14Q: 3 clusters Score -530851.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -530899.437500 Penalty: 2809.014160
	Iteration 15Q: 3 clusters Score -530899.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -530953.812500 Penalty: 2809.014160
	Iteration 16Q: 3 clusters Score -530953.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -531008.812500 Penalty: 2809.014160
	Iteration 17Q: 3 clusters Score -531008.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -531070.375000 Penalty: 2809.014160
	Iteration 18Q: 3 clusters Score -531070.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -531133.937500 Penalty: 2809.014160
	Iteration 19Q: 3 clusters Score -531133.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -531190.000000 Penalty: 2809.014160
	Iteration 20F: 3 clusters Score -531190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -531251.562500 Penalty: 2809.014160
	Iteration 21Q: 3 clusters Score -531251.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -531316.437500 Penalty: 2809.014160
	Iteration 22Q: 3 clusters Score -531316.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -531373.250000 Penalty: 2809.014160
	Iteration 23Q: 3 clusters Score -531373.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -531427.187500 Penalty: 2809.014160
	Iteration 24Q: 3 clusters Score -531427.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -531477.500000 Penalty: 2809.014160
	Iteration 25Q: 3 clusters Score -531477.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -531538.187500 Penalty: 2809.014160
	Iteration 26Q: 3 clusters Score -531538.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -531579.500000 Penalty: 2809.014160
	Iteration 27Q: 3 clusters Score -531579.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -531605.375000 Penalty: 2809.014160
	Iteration 28Q: 3 clusters Score -531605.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -531622.687500 Penalty: 2809.014160
	Iteration 29Q: 3 clusters Score -531622.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -531637.750000 Penalty: 2809.014160
	Iteration 30Q: 3 clusters Score -531637.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -531655.500000 Penalty: 2809.014160
	Iteration 31Q: 3 clusters Score -531655.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -531671.812500 Penalty: 2809.014160
	Iteration 32Q: 3 clusters Score -531671.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -531683.562500 Penalty: 2809.014160
	Iteration 33Q: 3 clusters Score -531683.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -531697.125000 Penalty: 2809.014160
	Iteration 34Q: 3 clusters Score -531697.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -531711.000000 Penalty: 2809.014160
	Iteration 35Q: 3 clusters Score -531711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -531721.812500 Penalty: 2809.014160
	Iteration 36Q: 3 clusters Score -531721.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -531733.250000 Penalty: 2809.014160
	Iteration 37Q: 3 clusters Score -531733.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -531744.875000 Penalty: 2809.014160
	Iteration 38Q: 3 clusters Score -531744.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -531753.000000 Penalty: 2809.014160
	Iteration 39Q: 3 clusters Score -531753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -531759.687500 Penalty: 2809.014160
	Iteration 40F: 3 clusters Score -531759.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -531764.812500 Penalty: 2809.014160
	Iteration 41Q: 3 clusters Score -531764.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -531772.000000 Penalty: 2809.014160
	Iteration 42Q: 3 clusters Score -531772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -531777.250000 Penalty: 2809.014160
	Iteration 43Q: 3 clusters Score -531777.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -531780.812500 Penalty: 2809.014160
	Iteration 44Q: 3 clusters Score -531780.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -531787.875000 Penalty: 2809.014160
	Iteration 45Q: 3 clusters Score -531787.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -531795.000000 Penalty: 2809.014160
	Iteration 46Q: 3 clusters Score -531795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -531802.937500 Penalty: 2809.014160
	Iteration 47Q: 3 clusters Score -531802.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -531811.500000 Penalty: 2809.014160
	Iteration 48Q: 3 clusters Score -531811.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -531819.500000 Penalty: 2809.014160
	Iteration 49Q: 3 clusters Score -531819.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -531826.937500 Penalty: 2809.014160
	Iteration 50Q: 3 clusters Score -531826.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -531834.625000 Penalty: 2809.014160
	Iteration 51Q: 3 clusters Score -531834.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -531841.062500 Penalty: 2809.014160
	Iteration 52Q: 3 clusters Score -531841.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -531846.687500 Penalty: 2809.014160
	Iteration 53Q: 3 clusters Score -531846.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -531851.062500 Penalty: 2809.014160
	Iteration 54Q: 3 clusters Score -531851.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -531858.062500 Penalty: 2809.014160
	Iteration 55Q: 3 clusters Score -531858.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -531864.750000 Penalty: 2809.014160
	Iteration 56Q: 3 clusters Score -531864.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -531870.437500 Penalty: 2809.014160
	Iteration 57Q: 3 clusters Score -531870.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -531876.562500 Penalty: 2809.014160
	Iteration 58Q: 3 clusters Score -531876.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -531882.062500 Penalty: 2809.014160
	Iteration 59Q: 3 clusters Score -531882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -531886.312500 Penalty: 2809.014160
	Iteration 60F: 3 clusters Score -531886.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -531894.937500 Penalty: 2809.014160
	Iteration 61Q: 3 clusters Score -531894.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -531906.312500 Penalty: 2809.014160
	Iteration 62Q: 3 clusters Score -531906.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -531913.687500 Penalty: 2809.014160
	Iteration 63Q: 3 clusters Score -531913.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -531922.750000 Penalty: 2809.014160
	Iteration 64Q: 3 clusters Score -531922.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -531937.812500 Penalty: 2809.014160
	Iteration 65Q: 3 clusters Score -531937.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -531949.500000 Penalty: 2809.014160
	Iteration 66Q: 3 clusters Score -531949.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -531958.187500 Penalty: 2809.014160
	Iteration 67Q: 3 clusters Score -531958.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -531967.750000 Penalty: 2809.014160
	Iteration 68Q: 3 clusters Score -531967.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -531971.500000 Penalty: 2809.014160
	Iteration 69Q: 3 clusters Score -531971.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -531973.187500 Penalty: 2809.014160
	Iteration 70Q: 3 clusters Score -531973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -531974.500000 Penalty: 2809.014160
	Iteration 71Q: 3 clusters Score -531974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -531976.625000 Penalty: 2809.014160
	Iteration 72Q: 3 clusters Score -531976.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -531979.062500 Penalty: 2809.014160
	Iteration 73Q: 3 clusters Score -531979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -531980.250000 Penalty: 2809.014160
	Iteration 74Q: 3 clusters Score -531980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -531981.437500 Penalty: 2809.014160
	Iteration 75Q: 3 clusters Score -531981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -531986.500000 Penalty: 2809.014160
	Iteration 76Q: 3 clusters Score -531986.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -531988.062500 Penalty: 2809.014160
	Iteration 77Q: 3 clusters Score -531988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -531990.875000 Penalty: 2809.014160
	Iteration 78Q: 3 clusters Score -531990.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -531993.812500 Penalty: 2809.014160
	Iteration 79Q: 3 clusters Score -531993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -531994.812500 Penalty: 2809.014160
	Iteration 80F: 3 clusters Score -531994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -531997.562500 Penalty: 2809.014160
	Iteration 81Q: 3 clusters Score -531997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -531998.437500 Penalty: 2809.014160
	Iteration 82Q: 3 clusters Score -531998.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -532001.937500 Penalty: 2809.014160
	Iteration 83Q: 3 clusters Score -532001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -532003.500000 Penalty: 2809.014160
	Iteration 84Q: 3 clusters Score -532003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -532004.750000 Penalty: 2809.014160
	Iteration 85Q: 3 clusters Score -532004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -532006.937500 Penalty: 2809.014160
	Iteration 86Q: 3 clusters Score -532006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -532008.062500 Penalty: 2809.014160
	Iteration 87Q: 3 clusters Score -532008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -532008.125000 Penalty: 2809.014160
	Iteration 88Q: 3 clusters Score -532008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -532009.750000 Penalty: 2809.014160
	Iteration 89Q: 3 clusters Score -532009.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -532011.312500 Penalty: 2809.014160
	Iteration 90Q: 3 clusters Score -532011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -532012.687500 Penalty: 2809.014160
	Iteration 91Q: 3 clusters Score -532012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -532013.625000 Penalty: 2809.014160
	Iteration 92Q: 3 clusters Score -532013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -532016.062500 Penalty: 2809.014160
	Iteration 93Q: 3 clusters Score -532016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -532017.875000 Penalty: 2809.014160
	Iteration 94Q: 3 clusters Score -532017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -532019.250000 Penalty: 2809.014160
	Iteration 95Q: 3 clusters Score -532019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -532020.437500 Penalty: 2809.014160
	Iteration 96Q: 3 clusters Score -532020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -532020.937500 Penalty: 2809.014160
	Iteration 97Q: 3 clusters Score -532020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -532020.875000 Penalty: 2809.014160
	Iteration 98Q: 3 clusters Score -532020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -532021.375000 Penalty: 2809.014160
	Iteration 99Q: 3 clusters Score -532021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -532022.437500 Penalty: 2809.014160
	Iteration 100F: 3 clusters Score -532022.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -187045.593750 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -187045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -184808.046875 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -184808 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -185502.953125 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -185503 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -185799.765625 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -185799.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -186100.656250 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -186100.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186358.640625 Penalty: 2518.389648
	Iteration 4F: 3 clusters Score -186358.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -186576.453125 Penalty: 2518.389648
	Iteration 5F: 3 clusters Score -186576.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -186714.671875 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -186714.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -186774.531250 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -186774.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186801.312500 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -186801.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186813.187500 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -186813.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -186825.140625 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -186825.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -186834.015625 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -186834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -186842.406250 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -186842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -186846.750000 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -186846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -186851.140625 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -186851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -186851.515625 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -186851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -186851.515625 Penalty: 2518.389648
	Iteration 16F: 3 clusters Score -186851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Entering Unmasked Estep 
Score: -3875397.750000 Penalty: 1719.546631
	Iteration 0F: 2 clusters Score -3875398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3853457.000000 Penalty: 3439.093262
	Iteration 0F: 3 clusters Score -3853457 nChanged 18393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3863853.750000 Penalty: 3439.093262
	Iteration 1F: 3 clusters Score -3863854 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3864516.000000 Penalty: 3439.093262
	Iteration 2Q: 3 clusters Score -3864516 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3865403.500000 Penalty: 3439.093262
	Iteration 3F: 3 clusters Score -3865404 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3866644.000000 Penalty: 3439.093262
	Iteration 4F: 3 clusters Score -3866644 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3868415.000000 Penalty: 3439.093262
	Iteration 5F: 3 clusters Score -3868415 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3870726.000000 Penalty: 3439.093262
	Iteration 6F: 3 clusters Score -3870726 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3873236.750000 Penalty: 3439.093262
	Iteration 7F: 3 clusters Score -3873237 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3874119.750000 Penalty: 3439.093262
	Iteration 8F: 3 clusters Score -3874120 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3874072.000000 Penalty: 3439.093262
	Iteration 9Q: 3 clusters Score -3874072 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3874019.000000 Penalty: 3439.093262
	Iteration 10Q: 3 clusters Score -3874019 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3874024.000000 Penalty: 3439.093262
	Iteration 11Q: 3 clusters Score -3874024 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3874007.500000 Penalty: 3439.093262
	Iteration 12Q: 3 clusters Score -3874008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3874029.000000 Penalty: 3439.093262
	Iteration 13Q: 3 clusters Score -3874029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3874041.000000 Penalty: 3439.093262
	Iteration 14Q: 3 clusters Score -3874041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3874056.000000 Penalty: 3439.093262
	Iteration 15Q: 3 clusters Score -3874056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3874064.000000 Penalty: 3439.093262
	Iteration 16Q: 3 clusters Score -3874064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3874067.000000 Penalty: 3439.093262
	Iteration 17Q: 3 clusters Score -3874067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3874086.250000 Penalty: 3439.093262
	Iteration 18Q: 3 clusters Score -3874086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3874106.750000 Penalty: 3439.093262
	Iteration 19Q: 3 clusters Score -3874107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3874110.000000 Penalty: 3439.093262
	Iteration 20F: 3 clusters Score -3874110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3874112.000000 Penalty: 3439.093262
	Iteration 21Q: 3 clusters Score -3874112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3874115.000000 Penalty: 3439.093262
	Iteration 22Q: 3 clusters Score -3874115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3874118.000000 Penalty: 3439.093262
	Iteration 23Q: 3 clusters Score -3874118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3874118.000000 Penalty: 3439.093262
	Iteration 24F: 3 clusters Score -3874118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -435790.437500 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -435790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -431926.718750 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -431926.7 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -432987.218750 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -432987.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -433185.812500 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -433185.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -433346.812500 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -433346.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -433455.031250 Penalty: 2758.054443
	Iteration 4Q: 3 clusters Score -433455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -433553.093750 Penalty: 2758.054443
	Iteration 5Q: 3 clusters Score -433553.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -433647.343750 Penalty: 2758.054443
	Iteration 6Q: 3 clusters Score -433647.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -433762.500000 Penalty: 2758.054443
	Iteration 7Q: 3 clusters Score -433762.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -433866.875000 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -433866.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -433962.656250 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -433962.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -434066.000000 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -434066 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -434181.781250 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -434181.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -434284.750000 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -434284.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -434369.218750 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -434369.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -434439.000000 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -434439 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -434507.812500 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -434507.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -434576.125000 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -434576.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -434632.437500 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -434632.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -434678.031250 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -434678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -434718.281250 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -434718.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -434764.500000 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -434764.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -434794.156250 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -434794.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -434811.718750 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -434811.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -434826.406250 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -434826.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -434838.437500 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -434838.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -434852.531250 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -434852.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -434862.968750 Penalty: 2758.054443
	Iteration 26Q: 3 clusters Score -434863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -434871.500000 Penalty: 2758.054443
	Iteration 27Q: 3 clusters Score -434871.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -434880.031250 Penalty: 2758.054443
	Iteration 28Q: 3 clusters Score -434880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -434889.093750 Penalty: 2758.054443
	Iteration 29Q: 3 clusters Score -434889.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -434895.843750 Penalty: 2758.054443
	Iteration 30Q: 3 clusters Score -434895.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -434901.375000 Penalty: 2758.054443
	Iteration 31Q: 3 clusters Score -434901.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -434907.281250 Penalty: 2758.054443
	Iteration 32Q: 3 clusters Score -434907.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -434913.781250 Penalty: 2758.054443
	Iteration 33Q: 3 clusters Score -434913.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -434918.187500 Penalty: 2758.054443
	Iteration 34Q: 3 clusters Score -434918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -434921.718750 Penalty: 2758.054443
	Iteration 35Q: 3 clusters Score -434921.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -434924.968750 Penalty: 2758.054443
	Iteration 36Q: 3 clusters Score -434925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -434927.125000 Penalty: 2758.054443
	Iteration 37Q: 3 clusters Score -434927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -434929.531250 Penalty: 2758.054443
	Iteration 38Q: 3 clusters Score -434929.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -434931.656250 Penalty: 2758.054443
	Iteration 39Q: 3 clusters Score -434931.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -434934.343750 Penalty: 2758.054443
	Iteration 40F: 3 clusters Score -434934.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -434936.406250 Penalty: 2758.054443
	Iteration 41Q: 3 clusters Score -434936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -434938.718750 Penalty: 2758.054443
	Iteration 42Q: 3 clusters Score -434938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -434940.125000 Penalty: 2758.054443
	Iteration 43Q: 3 clusters Score -434940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -434940.875000 Penalty: 2758.054443
	Iteration 44Q: 3 clusters Score -434940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -434940.781250 Penalty: 2758.054443
	Iteration 45Q: 3 clusters Score -434940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -434941.750000 Penalty: 2758.054443
	Iteration 46Q: 3 clusters Score -434941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -434941.625000 Penalty: 2758.054443
	Iteration 47Q: 3 clusters Score -434941.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -434941.625000 Penalty: 2758.054443
	Iteration 48F: 3 clusters Score -434941.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -451212.531250 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -451212.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -447294.031250 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -447294 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -448409.968750 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -448410 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -448619.218750 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -448619.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -448774.468750 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -448774.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -448883.437500 Penalty: 2765.804932
	Iteration 4Q: 3 clusters Score -448883.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -449003.031250 Penalty: 2765.804932
	Iteration 5Q: 3 clusters Score -449003 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -449128.843750 Penalty: 2765.804932
	Iteration 6Q: 3 clusters Score -449128.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -449245.593750 Penalty: 2765.804932
	Iteration 7Q: 3 clusters Score -449245.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -449344.031250 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -449344 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -449422.937500 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -449422.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -449487.937500 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -449487.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -449538.656250 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -449538.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -449575.468750 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -449575.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -449606.968750 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -449607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -449640.406250 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -449640.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -449669.875000 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -449669.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -449697.843750 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -449697.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -449727.156250 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -449727.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -449753.437500 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -449753.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -449770.968750 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -449771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -449804.562500 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -449804.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -449846.656250 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -449846.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -449886.281250 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -449886.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -449917.843750 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -449917.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -449946.843750 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -449946.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -449970.562500 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -449970.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -449985.562500 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -449985.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -450002.781250 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -450002.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -450016.281250 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -450016.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -450033.000000 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -450033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -450049.406250 Penalty: 2765.804932
	Iteration 30Q: 3 clusters Score -450049.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -450060.375000 Penalty: 2765.804932
	Iteration 31Q: 3 clusters Score -450060.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -450068.937500 Penalty: 2765.804932
	Iteration 32Q: 3 clusters Score -450068.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -450075.000000 Penalty: 2765.804932
	Iteration 33Q: 3 clusters Score -450075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -450080.093750 Penalty: 2765.804932
	Iteration 34Q: 3 clusters Score -450080.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -450084.562500 Penalty: 2765.804932
	Iteration 35Q: 3 clusters Score -450084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -450089.343750 Penalty: 2765.804932
	Iteration 36Q: 3 clusters Score -450089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -450095.218750 Penalty: 2765.804932
	Iteration 37Q: 3 clusters Score -450095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -450096.906250 Penalty: 2765.804932
	Iteration 38Q: 3 clusters Score -450096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -450099.843750 Penalty: 2765.804932
	Iteration 39Q: 3 clusters Score -450099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -450103.375000 Penalty: 2765.804932
	Iteration 40F: 3 clusters Score -450103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -450107.562500 Penalty: 2765.804932
	Iteration 41Q: 3 clusters Score -450107.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -450115.250000 Penalty: 2765.804932
	Iteration 42Q: 3 clusters Score -450115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -450119.625000 Penalty: 2765.804932
	Iteration 43Q: 3 clusters Score -450119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -450120.718750 Penalty: 2765.804932
	Iteration 44Q: 3 clusters Score -450120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -450121.156250 Penalty: 2765.804932
	Iteration 45Q: 3 clusters Score -450121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -450123.093750 Penalty: 2765.804932
	Iteration 46Q: 3 clusters Score -450123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -450124.031250 Penalty: 2765.804932
	Iteration 47Q: 3 clusters Score -450124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -450124.937500 Penalty: 2765.804932
	Iteration 48Q: 3 clusters Score -450124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -450125.875000 Penalty: 2765.804932
	Iteration 49Q: 3 clusters Score -450125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -450127.156250 Penalty: 2765.804932
	Iteration 50Q: 3 clusters Score -450127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -450127.281250 Penalty: 2765.804932
	Iteration 51Q: 3 clusters Score -450127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -450127.281250 Penalty: 2765.804932
	Iteration 52F: 3 clusters Score -450127.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -116851.625000 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -116851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -115202.882812 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -115202.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -115506.320312 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -115506.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -115609.617188 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -115609.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -115677.265625 Penalty: 2341.348389
	Iteration 3Q: 3 clusters Score -115677.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -115740.195312 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -115740.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -115795.703125 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -115795.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -115852.812500 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -115852.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -115908.015625 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -115908 nChanged 34
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: -115948.664062 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -115948.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -115965.117188 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -115965.1 nChanged 13
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: -115982.843750 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -115982.8 nChanged 13
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: -116001.812500 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -116001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -116019.890625 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -116019.9 nChanged 15
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: -116043.796875 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -116043.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -116063.726562 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -116063.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -116079.234375 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -116079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -116095.265625 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -116095.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -116107.609375 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -116107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -116113.781250 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -116113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -116119.687500 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -116119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -116135.187500 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -116135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -116158.242188 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -116158.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -116183.867188 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -116183.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -116207.773438 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -116207.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -116227.695312 Penalty: 2341.348389
	Iteration 24Q: 3 clusters Score -116227.7 nChanged 11
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: -116239.921875 Penalty: 2341.348389
	Iteration 25Q: 3 clusters Score -116239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -116247.632812 Penalty: 2341.348389
	Iteration 26Q: 3 clusters Score -116247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -116259.781250 Penalty: 2341.348389
	Iteration 27Q: 3 clusters Score -116259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -116275.984375 Penalty: 2341.348389
	Iteration 28Q: 3 clusters Score -116276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -116294.742188 Penalty: 2341.348389
	Iteration 29Q: 3 clusters Score -116294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -116308.648438 Penalty: 2341.348389
	Iteration 30Q: 3 clusters Score -116308.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116322.585938 Penalty: 2341.348389
	Iteration 31Q: 3 clusters Score -116322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -116331.585938 Penalty: 2341.348389
	Iteration 32Q: 3 clusters Score -116331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116348.125000 Penalty: 2341.348389
	Iteration 33Q: 3 clusters Score -116348.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116361.156250 Penalty: 2341.348389
	Iteration 34Q: 3 clusters Score -116361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -116377.343750 Penalty: 2341.348389
	Iteration 35Q: 3 clusters Score -116377.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -116394.937500 Penalty: 2341.348389
	Iteration 36Q: 3 clusters Score -116394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116402.460938 Penalty: 2341.348389
	Iteration 37Q: 3 clusters Score -116402.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -116406.140625 Penalty: 2341.348389
	Iteration 38Q: 3 clusters Score -116406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -116408.367188 Penalty: 2341.348389
	Iteration 39Q: 3 clusters Score -116408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -116410.351562 Penalty: 2341.348389
	Iteration 40F: 3 clusters Score -116410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -116412.187500 Penalty: 2341.348389
	Iteration 41Q: 3 clusters Score -116412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -116413.664062 Penalty: 2341.348389
	Iteration 42Q: 3 clusters Score -116413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -116414.515625 Penalty: 2341.348389
	Iteration 43Q: 3 clusters Score -116414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -116415.851562 Penalty: 2341.348389
	Iteration 44Q: 3 clusters Score -116415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -116416.523438 Penalty: 2341.348389
	Iteration 45Q: 3 clusters Score -116416.5 nChanged 1
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: -116416.859375 Penalty: 2341.348389
	Iteration 46Q: 3 clusters Score -116416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -116418.351562 Penalty: 2341.348389
	Iteration 47Q: 3 clusters Score -116418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -116419.148438 Penalty: 2341.348389
	Iteration 48Q: 3 clusters Score -116419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -116420.585938 Penalty: 2341.348389
	Iteration 49Q: 3 clusters Score -116420.6 nChanged 4
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: -116427.187500 Penalty: 2341.348389
	Iteration 50Q: 3 clusters Score -116427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -116433.898438 Penalty: 2341.348389
	Iteration 51Q: 3 clusters Score -116433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -116444.812500 Penalty: 2341.348389
	Iteration 52Q: 3 clusters Score -116444.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116452.796875 Penalty: 2341.348389
	Iteration 53Q: 3 clusters Score -116452.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -116460.039062 Penalty: 2341.348389
	Iteration 54Q: 3 clusters Score -116460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -116461.484375 Penalty: 2341.348389
	Iteration 55Q: 3 clusters Score -116461.5 nChanged 2
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: -116462.671875 Penalty: 2341.348389
	Iteration 56Q: 3 clusters Score -116462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -116463.445312 Penalty: 2341.348389
	Iteration 57Q: 3 clusters Score -116463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -116463.445312 Penalty: 2341.348389
	Iteration 58F: 3 clusters Score -116463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (35563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Entering Unmasked Estep 
Score: -3485321.000000 Penalty: 1702.847412
	Iteration 0F: 2 clusters Score -3485321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3463122.500000 Penalty: 3405.694824
	Iteration 0F: 3 clusters Score -3463122 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3472397.250000 Penalty: 3405.694824
	Iteration 1F: 3 clusters Score -3472397 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3472831.750000 Penalty: 3405.694824
	Iteration 2Q: 3 clusters Score -3472832 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3473345.500000 Penalty: 3405.694824
	Iteration 3Q: 3 clusters Score -3473346 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3474035.250000 Penalty: 3405.694824
	Iteration 4Q: 3 clusters Score -3474035 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3475037.500000 Penalty: 3405.694824
	Iteration 5F: 3 clusters Score -3475038 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3476429.500000 Penalty: 3405.694824
	Iteration 6F: 3 clusters Score -3476430 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3478275.250000 Penalty: 3405.694824
	Iteration 7F: 3 clusters Score -3478275 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3480264.750000 Penalty: 3405.694824
	Iteration 8F: 3 clusters Score -3480265 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3482262.250000 Penalty: 3405.694824
	Iteration 9F: 3 clusters Score -3482262 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3483436.500000 Penalty: 3405.694824
	Iteration 10Q: 3 clusters Score -3483436 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3483857.500000 Penalty: 3405.694824
	Iteration 11Q: 3 clusters Score -3483858 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3484105.500000 Penalty: 3405.694824
	Iteration 12Q: 3 clusters Score -3484106 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3484277.500000 Penalty: 3405.694824
	Iteration 13Q: 3 clusters Score -3484278 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3484357.750000 Penalty: 3405.694824
	Iteration 14Q: 3 clusters Score -3484358 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3484408.000000 Penalty: 3405.694824
	Iteration 15Q: 3 clusters Score -3484408 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3484441.750000 Penalty: 3405.694824
	Iteration 16Q: 3 clusters Score -3484442 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3484475.000000 Penalty: 3405.694824
	Iteration 17Q: 3 clusters Score -3484475 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3484486.750000 Penalty: 3405.694824
	Iteration 18Q: 3 clusters Score -3484487 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3484507.250000 Penalty: 3405.694824
	Iteration 19Q: 3 clusters Score -3484507 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3484519.000000 Penalty: 3405.694824
	Iteration 20F: 3 clusters Score -3484519 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3484557.250000 Penalty: 3405.694824
	Iteration 21Q: 3 clusters Score -3484557 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3484565.250000 Penalty: 3405.694824
	Iteration 22Q: 3 clusters Score -3484565 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3484561.000000 Penalty: 3405.694824
	Iteration 23Q: 3 clusters Score -3484561 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3484612.250000 Penalty: 3405.694824
	Iteration 24Q: 3 clusters Score -3484612 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3484615.000000 Penalty: 3405.694824
	Iteration 25Q: 3 clusters Score -3484615 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3484614.750000 Penalty: 3405.694824
	Iteration 26Q: 3 clusters Score -3484615 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3484624.750000 Penalty: 3405.694824
	Iteration 27Q: 3 clusters Score -3484625 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3484629.250000 Penalty: 3405.694824
	Iteration 28Q: 3 clusters Score -3484629 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3484637.750000 Penalty: 3405.694824
	Iteration 29Q: 3 clusters Score -3484638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3484652.250000 Penalty: 3405.694824
	Iteration 30Q: 3 clusters Score -3484652 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -3484684.750000 Penalty: 3405.694824
	Iteration 31Q: 3 clusters Score -3484685 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3484714.500000 Penalty: 3405.694824
	Iteration 32Q: 3 clusters Score -3484714 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3484707.000000 Penalty: 3405.694824
	Iteration 33Q: 3 clusters Score -3484707 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3484721.250000 Penalty: 3405.694824
	Iteration 34Q: 3 clusters Score -3484721 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -3484738.750000 Penalty: 3405.694824
	Iteration 35Q: 3 clusters Score -3484739 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3484757.750000 Penalty: 3405.694824
	Iteration 36Q: 3 clusters Score -3484758 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -3484759.250000 Penalty: 3405.694824
	Iteration 37Q: 3 clusters Score -3484759 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3484773.750000 Penalty: 3405.694824
	Iteration 38Q: 3 clusters Score -3484774 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -3484793.250000 Penalty: 3405.694824
	Iteration 39Q: 3 clusters Score -3484793 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -3484801.500000 Penalty: 3405.694824
	Iteration 40F: 3 clusters Score -3484802 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3484823.250000 Penalty: 3405.694824
	Iteration 41Q: 3 clusters Score -3484823 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -3484829.250000 Penalty: 3405.694824
	Iteration 42Q: 3 clusters Score -3484829 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -3484861.750000 Penalty: 3405.694824
	Iteration 43Q: 3 clusters Score -3484862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3484871.500000 Penalty: 3405.694824
	Iteration 44Q: 3 clusters Score -3484872 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3484872.750000 Penalty: 3405.694824
	Iteration 45Q: 3 clusters Score -3484873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -3484888.750000 Penalty: 3405.694824
	Iteration 46Q: 3 clusters Score -3484889 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3484912.500000 Penalty: 3405.694824
	Iteration 47Q: 3 clusters Score -3484912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -3484911.750000 Penalty: 3405.694824
	Iteration 48Q: 3 clusters Score -3484912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -3484910.500000 Penalty: 3405.694824
	Iteration 49Q: 3 clusters Score -3484910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -3484927.000000 Penalty: 3405.694824
	Iteration 50Q: 3 clusters Score -3484927 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -3484941.000000 Penalty: 3405.694824
	Iteration 51Q: 3 clusters Score -3484941 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -3484958.500000 Penalty: 3405.694824
	Iteration 52Q: 3 clusters Score -3484958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -3484975.250000 Penalty: 3405.694824
	Iteration 53Q: 3 clusters Score -3484975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -3484970.750000 Penalty: 3405.694824
	Iteration 54Q: 3 clusters Score -3484971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -3484974.750000 Penalty: 3405.694824
	Iteration 55Q: 3 clusters Score -3484975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3484986.250000 Penalty: 3405.694824
	Iteration 56Q: 3 clusters Score -3484986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -3484987.750000 Penalty: 3405.694824
	Iteration 57Q: 3 clusters Score -3484988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3484985.500000 Penalty: 3405.694824
	Iteration 58Q: 3 clusters Score -3484986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -3484983.250000 Penalty: 3405.694824
	Iteration 59Q: 3 clusters Score -3484983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -3484952.500000 Penalty: 3405.694824
	Iteration 60F: 3 clusters Score -3484952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -3484923.000000 Penalty: 3405.694824
	Iteration 61Q: 3 clusters Score -3484923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -3484922.000000 Penalty: 3405.694824
	Iteration 62Q: 3 clusters Score -3484922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -3484904.250000 Penalty: 3405.694824
	Iteration 63Q: 3 clusters Score -3484904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3484897.250000 Penalty: 3405.694824
	Iteration 64Q: 3 clusters Score -3484897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -3484881.500000 Penalty: 3405.694824
	Iteration 65Q: 3 clusters Score -3484882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -3484861.500000 Penalty: 3405.694824
	Iteration 66Q: 3 clusters Score -3484862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -3484846.000000 Penalty: 3405.694824
	Iteration 67Q: 3 clusters Score -3484846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -3484841.000000 Penalty: 3405.694824
	Iteration 68Q: 3 clusters Score -3484841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -3484842.000000 Penalty: 3405.694824
	Iteration 69Q: 3 clusters Score -3484842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -3484822.750000 Penalty: 3405.694824
	Iteration 70Q: 3 clusters Score -3484823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -3484804.000000 Penalty: 3405.694824
	Iteration 71Q: 3 clusters Score -3484804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -3484782.750000 Penalty: 3405.694824
	Iteration 72Q: 3 clusters Score -3484783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -3484758.500000 Penalty: 3405.694824
	Iteration 73Q: 3 clusters Score -3484758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -3484725.750000 Penalty: 3405.694824
	Iteration 74Q: 3 clusters Score -3484726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -3484702.250000 Penalty: 3405.694824
	Iteration 75Q: 3 clusters Score -3484702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -3484686.000000 Penalty: 3405.694824
	Iteration 76Q: 3 clusters Score -3484686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3484657.750000 Penalty: 3405.694824
	Iteration 77Q: 3 clusters Score -3484658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3484637.500000 Penalty: 3405.694824
	Iteration 78Q: 3 clusters Score -3484638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -3484625.000000 Penalty: 3405.694824
	Iteration 79Q: 3 clusters Score -3484625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -3484599.750000 Penalty: 3405.694824
	Iteration 80F: 3 clusters Score -3484600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -3484594.500000 Penalty: 3405.694824
	Iteration 81Q: 3 clusters Score -3484594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -3484586.000000 Penalty: 3405.694824
	Iteration 82Q: 3 clusters Score -3484586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -3484570.750000 Penalty: 3405.694824
	Iteration 83Q: 3 clusters Score -3484571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3484558.500000 Penalty: 3405.694824
	Iteration 84Q: 3 clusters Score -3484558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -3484560.500000 Penalty: 3405.694824
	Iteration 85Q: 3 clusters Score -3484560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -3484548.500000 Penalty: 3405.694824
	Iteration 86Q: 3 clusters Score -3484548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -3484531.250000 Penalty: 3405.694824
	Iteration 87Q: 3 clusters Score -3484531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -3484523.750000 Penalty: 3405.694824
	Iteration 88Q: 3 clusters Score -3484524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -3484513.250000 Penalty: 3405.694824
	Iteration 89Q: 3 clusters Score -3484513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -3484503.500000 Penalty: 3405.694824
	Iteration 90Q: 3 clusters Score -3484504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -3484497.750000 Penalty: 3405.694824
	Iteration 91Q: 3 clusters Score -3484498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -3484492.750000 Penalty: 3405.694824
	Iteration 92Q: 3 clusters Score -3484493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -3484487.500000 Penalty: 3405.694824
	Iteration 93Q: 3 clusters Score -3484488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -3484486.500000 Penalty: 3405.694824
	Iteration 94Q: 3 clusters Score -3484486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -3484479.750000 Penalty: 3405.694824
	Iteration 95Q: 3 clusters Score -3484480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -3484478.500000 Penalty: 3405.694824
	Iteration 96Q: 3 clusters Score -3484478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -3484475.250000 Penalty: 3405.694824
	Iteration 97Q: 3 clusters Score -3484475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3484469.500000 Penalty: 3405.694824
	Iteration 98Q: 3 clusters Score -3484470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -3484470.500000 Penalty: 3405.694824
	Iteration 99Q: 3 clusters Score -3484470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -3484466.250000 Penalty: 3405.694824
	Iteration 100F: 3 clusters Score -3484466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -3484466.500000 Penalty: 3405.694824
	Iteration 101Q: 3 clusters Score -3484466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -3484462.000000 Penalty: 3405.694824
	Iteration 102Q: 3 clusters Score -3484462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -3484460.500000 Penalty: 3405.694824
	Iteration 103Q: 3 clusters Score -3484460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -3484456.000000 Penalty: 3405.694824
	Iteration 104Q: 3 clusters Score -3484456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -3484455.500000 Penalty: 3405.694824
	Iteration 105Q: 3 clusters Score -3484456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3484455.500000 Penalty: 3405.694824
	Iteration 106Q: 3 clusters Score -3484456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -3484451.500000 Penalty: 3405.694824
	Iteration 107Q: 3 clusters Score -3484452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3484452.750000 Penalty: 3405.694824
	Iteration 108Q: 3 clusters Score -3484453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3484452.750000 Penalty: 3405.694824
	Iteration 109F: 3 clusters Score -3484453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -318030.656250 Penalty: 1328.251831
	Iteration 0F: 2 clusters Score -318030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -314945.937500 Penalty: 2656.503662
	Iteration 0F: 3 clusters Score -314945.9 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -315796.437500 Penalty: 2656.503662
	Iteration 1F: 3 clusters Score -315796.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -316009.968750 Penalty: 2656.503662
	Iteration 2F: 3 clusters Score -316010 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -316182.312500 Penalty: 2656.503662
	Iteration 3F: 3 clusters Score -316182.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -316319.625000 Penalty: 2656.503662
	Iteration 4F: 3 clusters Score -316319.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -316447.593750 Penalty: 2656.503662
	Iteration 5Q: 3 clusters Score -316447.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -316575.468750 Penalty: 2656.503662
	Iteration 6Q: 3 clusters Score -316575.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -316721.906250 Penalty: 2656.503662
	Iteration 7Q: 3 clusters Score -316721.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -316846.437500 Penalty: 2656.503662
	Iteration 8Q: 3 clusters Score -316846.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -316954.718750 Penalty: 2656.503662
	Iteration 9Q: 3 clusters Score -316954.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -317017.156250 Penalty: 2656.503662
	Iteration 10Q: 3 clusters Score -317017.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -317066.750000 Penalty: 2656.503662
	Iteration 11Q: 3 clusters Score -317066.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -317123.937500 Penalty: 2656.503662
	Iteration 12Q: 3 clusters Score -317123.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -317169.312500 Penalty: 2656.503662
	Iteration 13Q: 3 clusters Score -317169.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -317211.906250 Penalty: 2656.503662
	Iteration 14Q: 3 clusters Score -317211.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -317257.218750 Penalty: 2656.503662
	Iteration 15Q: 3 clusters Score -317257.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -317293.093750 Penalty: 2656.503662
	Iteration 16Q: 3 clusters Score -317293.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -317319.531250 Penalty: 2656.503662
	Iteration 17Q: 3 clusters Score -317319.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -317339.468750 Penalty: 2656.503662
	Iteration 18Q: 3 clusters Score -317339.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -317362.656250 Penalty: 2656.503662
	Iteration 19Q: 3 clusters Score -317362.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -317388.125000 Penalty: 2656.503662
	Iteration 20F: 3 clusters Score -317388.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -317406.437500 Penalty: 2656.503662
	Iteration 21Q: 3 clusters Score -317406.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -317427.093750 Penalty: 2656.503662
	Iteration 22Q: 3 clusters Score -317427.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -317441.843750 Penalty: 2656.503662
	Iteration 23Q: 3 clusters Score -317441.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -317463.437500 Penalty: 2656.503662
	Iteration 24Q: 3 clusters Score -317463.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -317489.031250 Penalty: 2656.503662
	Iteration 25Q: 3 clusters Score -317489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -317525.375000 Penalty: 2656.503662
	Iteration 26Q: 3 clusters Score -317525.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317559.468750 Penalty: 2656.503662
	Iteration 27Q: 3 clusters Score -317559.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -317584.281250 Penalty: 2656.503662
	Iteration 28Q: 3 clusters Score -317584.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -317612.718750 Penalty: 2656.503662
	Iteration 29Q: 3 clusters Score -317612.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -317633.312500 Penalty: 2656.503662
	Iteration 30Q: 3 clusters Score -317633.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -317647.593750 Penalty: 2656.503662
	Iteration 31Q: 3 clusters Score -317647.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -317657.531250 Penalty: 2656.503662
	Iteration 32Q: 3 clusters Score -317657.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -317665.750000 Penalty: 2656.503662
	Iteration 33Q: 3 clusters Score -317665.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -317677.875000 Penalty: 2656.503662
	Iteration 34Q: 3 clusters Score -317677.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -317690.968750 Penalty: 2656.503662
	Iteration 35Q: 3 clusters Score -317691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -317702.812500 Penalty: 2656.503662
	Iteration 36Q: 3 clusters Score -317702.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -317712.593750 Penalty: 2656.503662
	Iteration 37Q: 3 clusters Score -317712.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -317719.593750 Penalty: 2656.503662
	Iteration 38Q: 3 clusters Score -317719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -317721.718750 Penalty: 2656.503662
	Iteration 39Q: 3 clusters Score -317721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -317724.218750 Penalty: 2656.503662
	Iteration 40F: 3 clusters Score -317724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -317726.281250 Penalty: 2656.503662
	Iteration 41Q: 3 clusters Score -317726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -317727.812500 Penalty: 2656.503662
	Iteration 42Q: 3 clusters Score -317727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -317729.468750 Penalty: 2656.503662
	Iteration 43Q: 3 clusters Score -317729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -317730.718750 Penalty: 2656.503662
	Iteration 44Q: 3 clusters Score -317730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -317732.031250 Penalty: 2656.503662
	Iteration 45Q: 3 clusters Score -317732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -317733.687500 Penalty: 2656.503662
	Iteration 46Q: 3 clusters Score -317733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -317733.906250 Penalty: 2656.503662
	Iteration 47Q: 3 clusters Score -317733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -317734.437500 Penalty: 2656.503662
	Iteration 48Q: 3 clusters Score -317734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -317734.437500 Penalty: 2656.503662
	Iteration 49F: 3 clusters Score -317734.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60798.839844 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60798.84 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60998.000000 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -60998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61040.515625 Penalty: 2119.201904
	Iteration 2Q: 3 clusters Score -61040.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61058.906250 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -61058.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61074.765625 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -61074.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61084.324219 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61084.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61092.195312 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61119.843750 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61119.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61147.972656 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61147.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61173.804688 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61191.539062 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61191.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61202.046875 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -61202.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61208.605469 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -61208.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61214.292969 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -61214.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61221.031250 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -61221.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61231.031250 Penalty: 2119.201904
	Iteration 15Q: 3 clusters Score -61231.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61250.023438 Penalty: 2119.201904
	Iteration 16Q: 3 clusters Score -61250.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61269.804688 Penalty: 2119.201904
	Iteration 17Q: 3 clusters Score -61269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61281.949219 Penalty: 2119.201904
	Iteration 18Q: 3 clusters Score -61281.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61293.453125 Penalty: 2119.201904
	Iteration 19Q: 3 clusters Score -61293.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61298.324219 Penalty: 2119.201904
	Iteration 20F: 3 clusters Score -61298.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61306.964844 Penalty: 2119.201904
	Iteration 21Q: 3 clusters Score -61306.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61308.859375 Penalty: 2119.201904
	Iteration 22Q: 3 clusters Score -61308.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61314.351562 Penalty: 2119.201904
	Iteration 23Q: 3 clusters Score -61314.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61314.351562 Penalty: 2119.201904
	Iteration 24F: 3 clusters Score -61314.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -123663.687500 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -123663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121865.929688 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -121865.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -122225.726562 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -122225.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -122325.265625 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -122325.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122380.687500 Penalty: 2388.500000
	Iteration 3Q: 3 clusters Score -122380.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122402.093750 Penalty: 2388.500000
	Iteration 4Q: 3 clusters Score -122402.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122426.156250 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -122426.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122448.671875 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -122448.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122468.804688 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -122468.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122495.226562 Penalty: 2388.500000
	Iteration 8Q: 3 clusters Score -122495.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -122525.375000 Penalty: 2388.500000
	Iteration 9Q: 3 clusters Score -122525.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -122553.875000 Penalty: 2388.500000
	Iteration 10Q: 3 clusters Score -122553.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122580.859375 Penalty: 2388.500000
	Iteration 11Q: 3 clusters Score -122580.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -122603.156250 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -122603.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122622.351562 Penalty: 2388.500000
	Iteration 13Q: 3 clusters Score -122622.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -122652.414062 Penalty: 2388.500000
	Iteration 14Q: 3 clusters Score -122652.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122678.437500 Penalty: 2388.500000
	Iteration 15Q: 3 clusters Score -122678.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -122701.609375 Penalty: 2388.500000
	Iteration 16Q: 3 clusters Score -122701.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -122725.539062 Penalty: 2388.500000
	Iteration 17Q: 3 clusters Score -122725.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -122745.187500 Penalty: 2388.500000
	Iteration 18Q: 3 clusters Score -122745.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -122755.984375 Penalty: 2388.500000
	Iteration 19Q: 3 clusters Score -122756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -122765.367188 Penalty: 2388.500000
	Iteration 20F: 3 clusters Score -122765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -122777.304688 Penalty: 2388.500000
	Iteration 21Q: 3 clusters Score -122777.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -122782.789062 Penalty: 2388.500000
	Iteration 22Q: 3 clusters Score -122782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122785.234375 Penalty: 2388.500000
	Iteration 23Q: 3 clusters Score -122785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122786.273438 Penalty: 2388.500000
	Iteration 24Q: 3 clusters Score -122786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122788.554688 Penalty: 2388.500000
	Iteration 25Q: 3 clusters Score -122788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -122789.812500 Penalty: 2388.500000
	Iteration 26Q: 3 clusters Score -122789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -122790.765625 Penalty: 2388.500000
	Iteration 27Q: 3 clusters Score -122790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -122792.835938 Penalty: 2388.500000
	Iteration 28Q: 3 clusters Score -122792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -122794.914062 Penalty: 2388.500000
	Iteration 29Q: 3 clusters Score -122794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -122797.343750 Penalty: 2388.500000
	Iteration 30Q: 3 clusters Score -122797.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -122799.296875 Penalty: 2388.500000
	Iteration 31Q: 3 clusters Score -122799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -122801.421875 Penalty: 2388.500000
	Iteration 32Q: 3 clusters Score -122801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -122804.851562 Penalty: 2388.500000
	Iteration 33Q: 3 clusters Score -122804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122806.210938 Penalty: 2388.500000
	Iteration 34Q: 3 clusters Score -122806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122806.945312 Penalty: 2388.500000
	Iteration 35Q: 3 clusters Score -122806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122808.507812 Penalty: 2388.500000
	Iteration 36Q: 3 clusters Score -122808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -122809.335938 Penalty: 2388.500000
	Iteration 37Q: 3 clusters Score -122809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122810.734375 Penalty: 2388.500000
	Iteration 38Q: 3 clusters Score -122810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122810.734375 Penalty: 2388.500000
	Iteration 39F: 3 clusters Score -122810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -140189.453125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -140189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -138393.031250 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -138393 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -138909.015625 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -138909 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -139139.234375 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -139139.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -139291.625000 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -139291.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -139391.265625 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -139391.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -139467.093750 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -139467.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -139537.765625 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -139537.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -139583.890625 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -139583.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -139611.984375 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -139612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -139625.328125 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -139625.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -139641.640625 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -139641.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -139658.640625 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -139658.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139668.890625 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -139668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -139671.171875 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -139671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139673.640625 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -139673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139673.640625 Penalty: 2392.859619
	Iteration 15F: 3 clusters Score -139673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Entering Unmasked Estep 
Score: -3520912.750000 Penalty: 1708.857910
	Iteration 0F: 2 clusters Score -3520913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3497350.000000 Penalty: 3417.715820
	Iteration 0F: 3 clusters Score -3497350 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3507030.000000 Penalty: 3417.715820
	Iteration 1F: 3 clusters Score -3507030 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3507865.750000 Penalty: 3417.715820
	Iteration 2F: 3 clusters Score -3507866 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3509008.500000 Penalty: 3417.715820
	Iteration 3F: 3 clusters Score -3509008 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3510695.000000 Penalty: 3417.715820
	Iteration 4F: 3 clusters Score -3510695 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3513092.000000 Penalty: 3417.715820
	Iteration 5F: 3 clusters Score -3513092 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3515745.250000 Penalty: 3417.715820
	Iteration 6F: 3 clusters Score -3515745 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -3517771.750000 Penalty: 3417.715820
	Iteration 7F: 3 clusters Score -3517772 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -3518595.500000 Penalty: 3417.715820
	Iteration 8Q: 3 clusters Score -3518596 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -3519009.000000 Penalty: 3417.715820
	Iteration 9Q: 3 clusters Score -3519009 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -3519227.500000 Penalty: 3417.715820
	Iteration 10Q: 3 clusters Score -3519228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -3519335.000000 Penalty: 3417.715820
	Iteration 11Q: 3 clusters Score -3519335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -3519377.500000 Penalty: 3417.715820
	Iteration 12Q: 3 clusters Score -3519378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -3519411.750000 Penalty: 3417.715820
	Iteration 13Q: 3 clusters Score -3519412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -3519437.000000 Penalty: 3417.715820
	Iteration 14Q: 3 clusters Score -3519437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -3519451.250000 Penalty: 3417.715820
	Iteration 15Q: 3 clusters Score -3519451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -3519460.500000 Penalty: 3417.715820
	Iteration 16Q: 3 clusters Score -3519460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -3519465.000000 Penalty: 3417.715820
	Iteration 17Q: 3 clusters Score -3519465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -3519473.250000 Penalty: 3417.715820
	Iteration 18Q: 3 clusters Score -3519473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -3519480.750000 Penalty: 3417.715820
	Iteration 19Q: 3 clusters Score -3519481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -3519487.750000 Penalty: 3417.715820
	Iteration 20F: 3 clusters Score -3519488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -3519489.000000 Penalty: 3417.715820
	Iteration 21Q: 3 clusters Score -3519489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -3519490.500000 Penalty: 3417.715820
	Iteration 22Q: 3 clusters Score -3519490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -3519496.500000 Penalty: 3417.715820
	Iteration 23Q: 3 clusters Score -3519496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -3519498.750000 Penalty: 3417.715820
	Iteration 24Q: 3 clusters Score -3519499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -3519499.250000 Penalty: 3417.715820
	Iteration 25Q: 3 clusters Score -3519499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3519496.500000 Penalty: 3417.715820
	Iteration 26Q: 3 clusters Score -3519496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3519496.500000 Penalty: 3417.715820
	Iteration 27F: 3 clusters Score -3519496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -117787.921875 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -117787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -116087.109375 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -116087.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -116538.210938 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -116538.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -116723.734375 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -116723.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -116908.539062 Penalty: 2365.105469
	Iteration 3F: 3 clusters Score -116908.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -117075.179688 Penalty: 2365.105469
	Iteration 4F: 3 clusters Score -117075.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -117230.664062 Penalty: 2365.105469
	Iteration 5F: 3 clusters Score -117230.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -117382.070312 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -117382.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -117516.687500 Penalty: 2365.105469
	Iteration 7F: 3 clusters Score -117516.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -117590.437500 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -117590.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -117631.562500 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -117631.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -117641.968750 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -117642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -117651.007812 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -117651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -117655.906250 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -117655.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -117657.101562 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -117657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -117657.101562 Penalty: 2365.105469
	Iteration 14F: 3 clusters Score -117657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -430995.062500 Penalty: 1370.388306
	Iteration 0F: 2 clusters Score -430995.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -427257.625000 Penalty: 2740.776611
	Iteration 0F: 3 clusters Score -427257.6 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -428246.562500 Penalty: 2740.776611
	Iteration 1F: 3 clusters Score -428246.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -428452.218750 Penalty: 2740.776611
	Iteration 2F: 3 clusters Score -428452.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -428586.875000 Penalty: 2740.776611
	Iteration 3F: 3 clusters Score -428586.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -428662.937500 Penalty: 2740.776611
	Iteration 4Q: 3 clusters Score -428662.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -428726.093750 Penalty: 2740.776611
	Iteration 5Q: 3 clusters Score -428726.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -428785.750000 Penalty: 2740.776611
	Iteration 6Q: 3 clusters Score -428785.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -428830.593750 Penalty: 2740.776611
	Iteration 7Q: 3 clusters Score -428830.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -428863.250000 Penalty: 2740.776611
	Iteration 8Q: 3 clusters Score -428863.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -428915.750000 Penalty: 2740.776611
	Iteration 9Q: 3 clusters Score -428915.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -428966.062500 Penalty: 2740.776611
	Iteration 10Q: 3 clusters Score -428966.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -429027.156250 Penalty: 2740.776611
	Iteration 11Q: 3 clusters Score -429027.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -429107.937500 Penalty: 2740.776611
	Iteration 12Q: 3 clusters Score -429107.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -429193.156250 Penalty: 2740.776611
	Iteration 13Q: 3 clusters Score -429193.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -429288.187500 Penalty: 2740.776611
	Iteration 14Q: 3 clusters Score -429288.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -429361.875000 Penalty: 2740.776611
	Iteration 15Q: 3 clusters Score -429361.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -429435.093750 Penalty: 2740.776611
	Iteration 16Q: 3 clusters Score -429435.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -429496.656250 Penalty: 2740.776611
	Iteration 17Q: 3 clusters Score -429496.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -429540.406250 Penalty: 2740.776611
	Iteration 18Q: 3 clusters Score -429540.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -429588.500000 Penalty: 2740.776611
	Iteration 19Q: 3 clusters Score -429588.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -429623.656250 Penalty: 2740.776611
	Iteration 20F: 3 clusters Score -429623.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -429644.531250 Penalty: 2740.776611
	Iteration 21Q: 3 clusters Score -429644.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -429656.937500 Penalty: 2740.776611
	Iteration 22Q: 3 clusters Score -429656.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -429670.687500 Penalty: 2740.776611
	Iteration 23Q: 3 clusters Score -429670.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -429685.250000 Penalty: 2740.776611
	Iteration 24Q: 3 clusters Score -429685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -429696.781250 Penalty: 2740.776611
	Iteration 25Q: 3 clusters Score -429696.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -429715.062500 Penalty: 2740.776611
	Iteration 26Q: 3 clusters Score -429715.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -429732.312500 Penalty: 2740.776611
	Iteration 27Q: 3 clusters Score -429732.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -429746.906250 Penalty: 2740.776611
	Iteration 28Q: 3 clusters Score -429746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -429752.093750 Penalty: 2740.776611
	Iteration 29Q: 3 clusters Score -429752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -429760.031250 Penalty: 2740.776611
	Iteration 30Q: 3 clusters Score -429760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -429771.687500 Penalty: 2740.776611
	Iteration 31Q: 3 clusters Score -429771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -429777.531250 Penalty: 2740.776611
	Iteration 32Q: 3 clusters Score -429777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -429785.937500 Penalty: 2740.776611
	Iteration 33Q: 3 clusters Score -429785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -429793.000000 Penalty: 2740.776611
	Iteration 34Q: 3 clusters Score -429793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -429801.750000 Penalty: 2740.776611
	Iteration 35Q: 3 clusters Score -429801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -429807.125000 Penalty: 2740.776611
	Iteration 36Q: 3 clusters Score -429807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -429810.000000 Penalty: 2740.776611
	Iteration 37Q: 3 clusters Score -429810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -429810.000000 Penalty: 2740.776611
	Iteration 38F: 3 clusters Score -429810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -461480.906250 Penalty: 1385.241943
	Iteration 0F: 2 clusters Score -461480.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -457459.625000 Penalty: 2770.483887
	Iteration 0F: 3 clusters Score -457459.6 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -458593.812500 Penalty: 2770.483887
	Iteration 1F: 3 clusters Score -458593.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -458772.593750 Penalty: 2770.483887
	Iteration 2F: 3 clusters Score -458772.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -458894.781250 Penalty: 2770.483887
	Iteration 3Q: 3 clusters Score -458894.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -458986.843750 Penalty: 2770.483887
	Iteration 4Q: 3 clusters Score -458986.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -459055.218750 Penalty: 2770.483887
	Iteration 5Q: 3 clusters Score -459055.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -459104.218750 Penalty: 2770.483887
	Iteration 6Q: 3 clusters Score -459104.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -459155.125000 Penalty: 2770.483887
	Iteration 7Q: 3 clusters Score -459155.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -459199.625000 Penalty: 2770.483887
	Iteration 8Q: 3 clusters Score -459199.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -459244.031250 Penalty: 2770.483887
	Iteration 9Q: 3 clusters Score -459244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -459291.843750 Penalty: 2770.483887
	Iteration 10Q: 3 clusters Score -459291.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -459356.187500 Penalty: 2770.483887
	Iteration 11Q: 3 clusters Score -459356.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -459427.906250 Penalty: 2770.483887
	Iteration 12Q: 3 clusters Score -459427.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -459509.156250 Penalty: 2770.483887
	Iteration 13Q: 3 clusters Score -459509.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -459597.156250 Penalty: 2770.483887
	Iteration 14Q: 3 clusters Score -459597.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -459689.875000 Penalty: 2770.483887
	Iteration 15Q: 3 clusters Score -459689.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -459780.531250 Penalty: 2770.483887
	Iteration 16Q: 3 clusters Score -459780.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -459872.781250 Penalty: 2770.483887
	Iteration 17Q: 3 clusters Score -459872.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -459958.812500 Penalty: 2770.483887
	Iteration 18Q: 3 clusters Score -459958.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -460051.906250 Penalty: 2770.483887
	Iteration 19Q: 3 clusters Score -460051.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -460159.062500 Penalty: 2770.483887
	Iteration 20F: 3 clusters Score -460159.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -460245.281250 Penalty: 2770.483887
	Iteration 21Q: 3 clusters Score -460245.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -460316.031250 Penalty: 2770.483887
	Iteration 22Q: 3 clusters Score -460316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -460383.218750 Penalty: 2770.483887
	Iteration 23Q: 3 clusters Score -460383.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -460418.406250 Penalty: 2770.483887
	Iteration 24Q: 3 clusters Score -460418.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -460443.468750 Penalty: 2770.483887
	Iteration 25Q: 3 clusters Score -460443.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -460457.656250 Penalty: 2770.483887
	Iteration 26Q: 3 clusters Score -460457.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -460467.968750 Penalty: 2770.483887
	Iteration 27Q: 3 clusters Score -460468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -460475.406250 Penalty: 2770.483887
	Iteration 28Q: 3 clusters Score -460475.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -460481.093750 Penalty: 2770.483887
	Iteration 29Q: 3 clusters Score -460481.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -460486.718750 Penalty: 2770.483887
	Iteration 30Q: 3 clusters Score -460486.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -460491.125000 Penalty: 2770.483887
	Iteration 31Q: 3 clusters Score -460491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -460492.906250 Penalty: 2770.483887
	Iteration 32Q: 3 clusters Score -460492.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -460494.906250 Penalty: 2770.483887
	Iteration 33Q: 3 clusters Score -460494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -460496.375000 Penalty: 2770.483887
	Iteration 34Q: 3 clusters Score -460496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -460496.968750 Penalty: 2770.483887
	Iteration 35Q: 3 clusters Score -460497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -460497.500000 Penalty: 2770.483887
	Iteration 36Q: 3 clusters Score -460497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -460497.000000 Penalty: 2770.483887
	Iteration 37Q: 3 clusters Score -460497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -460497.000000 Penalty: 2770.483887
	Iteration 38F: 3 clusters Score -460497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -898838.250000 Penalty: 1486.019287
	Iteration 0F: 2 clusters Score -898838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -892064.875000 Penalty: 2972.038574
	Iteration 0F: 3 clusters Score -892064.9 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -894262.687500 Penalty: 2972.038574
	Iteration 1F: 3 clusters Score -894262.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -894587.000000 Penalty: 2972.038574
	Iteration 2F: 3 clusters Score -894587 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -894904.125000 Penalty: 2972.038574
	Iteration 3F: 3 clusters Score -894904.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -895269.687500 Penalty: 2972.038574
	Iteration 4F: 3 clusters Score -895269.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -895678.562500 Penalty: 2972.038574
	Iteration 5F: 3 clusters Score -895678.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -896142.625000 Penalty: 2972.038574
	Iteration 6F: 3 clusters Score -896142.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -896614.625000 Penalty: 2972.038574
	Iteration 7F: 3 clusters Score -896614.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -896994.875000 Penalty: 2972.038574
	Iteration 8Q: 3 clusters Score -896994.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -897245.875000 Penalty: 2972.038574
	Iteration 9Q: 3 clusters Score -897245.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -897388.687500 Penalty: 2972.038574
	Iteration 10Q: 3 clusters Score -897388.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -897485.562500 Penalty: 2972.038574
	Iteration 11Q: 3 clusters Score -897485.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -897541.437500 Penalty: 2972.038574
	Iteration 12Q: 3 clusters Score -897541.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -897570.437500 Penalty: 2972.038574
	Iteration 13Q: 3 clusters Score -897570.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -897588.812500 Penalty: 2972.038574
	Iteration 14Q: 3 clusters Score -897588.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -897598.625000 Penalty: 2972.038574
	Iteration 15Q: 3 clusters Score -897598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -897603.875000 Penalty: 2972.038574
	Iteration 16Q: 3 clusters Score -897603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -897607.437500 Penalty: 2972.038574
	Iteration 17Q: 3 clusters Score -897607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -897612.500000 Penalty: 2972.038574
	Iteration 18Q: 3 clusters Score -897612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -897617.187500 Penalty: 2972.038574
	Iteration 19Q: 3 clusters Score -897617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -897621.250000 Penalty: 2972.038574
	Iteration 20F: 3 clusters Score -897621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -897624.750000 Penalty: 2972.038574
	Iteration 21Q: 3 clusters Score -897624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -897624.750000 Penalty: 2972.038574
	Iteration 22F: 3 clusters Score -897624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (20085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Entering Unmasked Estep 
Score: -1966041.500000 Penalty: 1610.005859
	Iteration 0F: 2 clusters Score -1966042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1952523.750000 Penalty: 3220.011719
	Iteration 0F: 3 clusters Score -1952524 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1957487.500000 Penalty: 3220.011719
	Iteration 1F: 3 clusters Score -1957488 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1958111.625000 Penalty: 3220.011719
	Iteration 2F: 3 clusters Score -1958112 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1958921.375000 Penalty: 3220.011719
	Iteration 3F: 3 clusters Score -1958921 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1959903.250000 Penalty: 3220.011719
	Iteration 4F: 3 clusters Score -1959903 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1961055.500000 Penalty: 3220.011719
	Iteration 5F: 3 clusters Score -1961056 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1962329.375000 Penalty: 3220.011719
	Iteration 6F: 3 clusters Score -1962329 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1963195.500000 Penalty: 3220.011719
	Iteration 7F: 3 clusters Score -1963196 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1963477.000000 Penalty: 3220.011719
	Iteration 8Q: 3 clusters Score -1963477 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1963564.750000 Penalty: 3220.011719
	Iteration 9Q: 3 clusters Score -1963565 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1963601.750000 Penalty: 3220.011719
	Iteration 10Q: 3 clusters Score -1963602 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1963617.750000 Penalty: 3220.011719
	Iteration 11Q: 3 clusters Score -1963618 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1963624.250000 Penalty: 3220.011719
	Iteration 12Q: 3 clusters Score -1963624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1963632.500000 Penalty: 3220.011719
	Iteration 13Q: 3 clusters Score -1963632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1963636.000000 Penalty: 3220.011719
	Iteration 14Q: 3 clusters Score -1963636 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1963646.750000 Penalty: 3220.011719
	Iteration 15Q: 3 clusters Score -1963647 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1963638.000000 Penalty: 3220.011719
	Iteration 16Q: 3 clusters Score -1963638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1963637.500000 Penalty: 3220.011719
	Iteration 17Q: 3 clusters Score -1963638 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1963635.000000 Penalty: 3220.011719
	Iteration 18Q: 3 clusters Score -1963635 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1963631.875000 Penalty: 3220.011719
	Iteration 19Q: 3 clusters Score -1963632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1963627.500000 Penalty: 3220.011719
	Iteration 20F: 3 clusters Score -1963628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1963624.875000 Penalty: 3220.011719
	Iteration 21Q: 3 clusters Score -1963625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1963626.000000 Penalty: 3220.011719
	Iteration 22Q: 3 clusters Score -1963626 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1963625.375000 Penalty: 3220.011719
	Iteration 23Q: 3 clusters Score -1963625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1963621.250000 Penalty: 3220.011719
	Iteration 24Q: 3 clusters Score -1963621 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1963619.750000 Penalty: 3220.011719
	Iteration 25Q: 3 clusters Score -1963620 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1963621.375000 Penalty: 3220.011719
	Iteration 26Q: 3 clusters Score -1963621 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1963603.250000 Penalty: 3220.011719
	Iteration 27Q: 3 clusters Score -1963603 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1963596.375000 Penalty: 3220.011719
	Iteration 28Q: 3 clusters Score -1963596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1963587.000000 Penalty: 3220.011719
	Iteration 29Q: 3 clusters Score -1963587 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1963574.500000 Penalty: 3220.011719
	Iteration 30Q: 3 clusters Score -1963574 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1963574.750000 Penalty: 3220.011719
	Iteration 31Q: 3 clusters Score -1963575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1963570.375000 Penalty: 3220.011719
	Iteration 32Q: 3 clusters Score -1963570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1963560.000000 Penalty: 3220.011719
	Iteration 33Q: 3 clusters Score -1963560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1963554.125000 Penalty: 3220.011719
	Iteration 34Q: 3 clusters Score -1963554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1963557.375000 Penalty: 3220.011719
	Iteration 35Q: 3 clusters Score -1963557 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1963549.875000 Penalty: 3220.011719
	Iteration 36Q: 3 clusters Score -1963550 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1963546.000000 Penalty: 3220.011719
	Iteration 37Q: 3 clusters Score -1963546 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1963540.375000 Penalty: 3220.011719
	Iteration 38Q: 3 clusters Score -1963540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1963540.000000 Penalty: 3220.011719
	Iteration 39Q: 3 clusters Score -1963540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1963534.500000 Penalty: 3220.011719
	Iteration 40F: 3 clusters Score -1963534 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1963538.750000 Penalty: 3220.011719
	Iteration 41Q: 3 clusters Score -1963539 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1963536.375000 Penalty: 3220.011719
	Iteration 42Q: 3 clusters Score -1963536 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1963532.125000 Penalty: 3220.011719
	Iteration 43Q: 3 clusters Score -1963532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1963524.625000 Penalty: 3220.011719
	Iteration 44Q: 3 clusters Score -1963525 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1963525.375000 Penalty: 3220.011719
	Iteration 45Q: 3 clusters Score -1963525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1963518.500000 Penalty: 3220.011719
	Iteration 46Q: 3 clusters Score -1963518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1963513.500000 Penalty: 3220.011719
	Iteration 47Q: 3 clusters Score -1963514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1963508.250000 Penalty: 3220.011719
	Iteration 48Q: 3 clusters Score -1963508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1963501.750000 Penalty: 3220.011719
	Iteration 49Q: 3 clusters Score -1963502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1963493.375000 Penalty: 3220.011719
	Iteration 50Q: 3 clusters Score -1963493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1963495.375000 Penalty: 3220.011719
	Iteration 51Q: 3 clusters Score -1963495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1963491.000000 Penalty: 3220.011719
	Iteration 52Q: 3 clusters Score -1963491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1963488.875000 Penalty: 3220.011719
	Iteration 53Q: 3 clusters Score -1963489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1963486.500000 Penalty: 3220.011719
	Iteration 54Q: 3 clusters Score -1963486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1963481.000000 Penalty: 3220.011719
	Iteration 55Q: 3 clusters Score -1963481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1963483.500000 Penalty: 3220.011719
	Iteration 56Q: 3 clusters Score -1963484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1963476.375000 Penalty: 3220.011719
	Iteration 57Q: 3 clusters Score -1963476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1963475.625000 Penalty: 3220.011719
	Iteration 58Q: 3 clusters Score -1963476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1963474.750000 Penalty: 3220.011719
	Iteration 59Q: 3 clusters Score -1963475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1963476.000000 Penalty: 3220.011719
	Iteration 60F: 3 clusters Score -1963476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1963474.500000 Penalty: 3220.011719
	Iteration 61Q: 3 clusters Score -1963474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1963471.625000 Penalty: 3220.011719
	Iteration 62Q: 3 clusters Score -1963472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1963471.625000 Penalty: 3220.011719
	Iteration 63Q: 3 clusters Score -1963472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1963461.750000 Penalty: 3220.011719
	Iteration 64Q: 3 clusters Score -1963462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1963456.250000 Penalty: 3220.011719
	Iteration 65Q: 3 clusters Score -1963456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1963460.375000 Penalty: 3220.011719
	Iteration 66Q: 3 clusters Score -1963460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1963451.000000 Penalty: 3220.011719
	Iteration 67Q: 3 clusters Score -1963451 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1963453.500000 Penalty: 3220.011719
	Iteration 68Q: 3 clusters Score -1963454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1963448.250000 Penalty: 3220.011719
	Iteration 69Q: 3 clusters Score -1963448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1963445.750000 Penalty: 3220.011719
	Iteration 70Q: 3 clusters Score -1963446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1963441.750000 Penalty: 3220.011719
	Iteration 71Q: 3 clusters Score -1963442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1963438.625000 Penalty: 3220.011719
	Iteration 72Q: 3 clusters Score -1963439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1963442.125000 Penalty: 3220.011719
	Iteration 73Q: 3 clusters Score -1963442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1963439.750000 Penalty: 3220.011719
	Iteration 74Q: 3 clusters Score -1963440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1963434.375000 Penalty: 3220.011719
	Iteration 75Q: 3 clusters Score -1963434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1963432.375000 Penalty: 3220.011719
	Iteration 76Q: 3 clusters Score -1963432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1963429.750000 Penalty: 3220.011719
	Iteration 77Q: 3 clusters Score -1963430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1963427.375000 Penalty: 3220.011719
	Iteration 78Q: 3 clusters Score -1963427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1963429.625000 Penalty: 3220.011719
	Iteration 79Q: 3 clusters Score -1963430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1963421.375000 Penalty: 3220.011719
	Iteration 80F: 3 clusters Score -1963421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1963422.375000 Penalty: 3220.011719
	Iteration 81Q: 3 clusters Score -1963422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1963419.750000 Penalty: 3220.011719
	Iteration 82Q: 3 clusters Score -1963420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1963425.500000 Penalty: 3220.011719
	Iteration 83Q: 3 clusters Score -1963426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1963419.000000 Penalty: 3220.011719
	Iteration 84Q: 3 clusters Score -1963419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1963421.000000 Penalty: 3220.011719
	Iteration 85Q: 3 clusters Score -1963421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1963418.875000 Penalty: 3220.011719
	Iteration 86Q: 3 clusters Score -1963419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1963416.375000 Penalty: 3220.011719
	Iteration 87Q: 3 clusters Score -1963416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1963414.375000 Penalty: 3220.011719
	Iteration 88Q: 3 clusters Score -1963414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1963420.750000 Penalty: 3220.011719
	Iteration 89Q: 3 clusters Score -1963421 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1963423.000000 Penalty: 3220.011719
	Iteration 90Q: 3 clusters Score -1963423 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1963427.250000 Penalty: 3220.011719
	Iteration 91Q: 3 clusters Score -1963427 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1963432.000000 Penalty: 3220.011719
	Iteration 92Q: 3 clusters Score -1963432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1963436.125000 Penalty: 3220.011719
	Iteration 93Q: 3 clusters Score -1963436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1963441.000000 Penalty: 3220.011719
	Iteration 94Q: 3 clusters Score -1963441 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1963453.875000 Penalty: 3220.011719
	Iteration 95Q: 3 clusters Score -1963454 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1963467.500000 Penalty: 3220.011719
	Iteration 96Q: 3 clusters Score -1963468 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1963472.250000 Penalty: 3220.011719
	Iteration 97Q: 3 clusters Score -1963472 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1963485.000000 Penalty: 3220.011719
	Iteration 98Q: 3 clusters Score -1963485 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1963505.875000 Penalty: 3220.011719
	Iteration 99Q: 3 clusters Score -1963506 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1963519.250000 Penalty: 3220.011719
	Iteration 100F: 3 clusters Score -1963519 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1963542.250000 Penalty: 3220.011719
	Iteration 101Q: 3 clusters Score -1963542 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1963578.125000 Penalty: 3220.011719
	Iteration 102Q: 3 clusters Score -1963578 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1963622.625000 Penalty: 3220.011719
	Iteration 103Q: 3 clusters Score -1963623 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1963666.250000 Penalty: 3220.011719
	Iteration 104Q: 3 clusters Score -1963666 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1963713.875000 Penalty: 3220.011719
	Iteration 105Q: 3 clusters Score -1963714 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1963779.625000 Penalty: 3220.011719
	Iteration 106Q: 3 clusters Score -1963780 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1963870.125000 Penalty: 3220.011719
	Iteration 107Q: 3 clusters Score -1963870 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1963947.125000 Penalty: 3220.011719
	Iteration 108Q: 3 clusters Score -1963947 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1964023.000000 Penalty: 3220.011719
	Iteration 109Q: 3 clusters Score -1964023 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1964108.750000 Penalty: 3220.011719
	Iteration 110Q: 3 clusters Score -1964109 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1964179.375000 Penalty: 3220.011719
	Iteration 111Q: 3 clusters Score -1964179 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1964236.625000 Penalty: 3220.011719
	Iteration 112Q: 3 clusters Score -1964237 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1964272.750000 Penalty: 3220.011719
	Iteration 113Q: 3 clusters Score -1964273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1964315.375000 Penalty: 3220.011719
	Iteration 114Q: 3 clusters Score -1964315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1964354.750000 Penalty: 3220.011719
	Iteration 115Q: 3 clusters Score -1964355 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1964393.250000 Penalty: 3220.011719
	Iteration 116Q: 3 clusters Score -1964393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1964430.500000 Penalty: 3220.011719
	Iteration 117Q: 3 clusters Score -1964430 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1964469.250000 Penalty: 3220.011719
	Iteration 118Q: 3 clusters Score -1964469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1964496.375000 Penalty: 3220.011719
	Iteration 119Q: 3 clusters Score -1964496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1964530.250000 Penalty: 3220.011719
	Iteration 120F: 3 clusters Score -1964530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1964556.375000 Penalty: 3220.011719
	Iteration 121Q: 3 clusters Score -1964556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1964563.375000 Penalty: 3220.011719
	Iteration 122Q: 3 clusters Score -1964563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1964576.750000 Penalty: 3220.011719
	Iteration 123Q: 3 clusters Score -1964577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1964592.000000 Penalty: 3220.011719
	Iteration 124Q: 3 clusters Score -1964592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1964621.000000 Penalty: 3220.011719
	Iteration 125Q: 3 clusters Score -1964621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1964642.375000 Penalty: 3220.011719
	Iteration 126Q: 3 clusters Score -1964642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1964661.125000 Penalty: 3220.011719
	Iteration 127Q: 3 clusters Score -1964661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1964675.000000 Penalty: 3220.011719
	Iteration 128Q: 3 clusters Score -1964675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1964690.250000 Penalty: 3220.011719
	Iteration 129Q: 3 clusters Score -1964690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1964702.250000 Penalty: 3220.011719
	Iteration 130Q: 3 clusters Score -1964702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1964713.125000 Penalty: 3220.011719
	Iteration 131Q: 3 clusters Score -1964713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1964717.750000 Penalty: 3220.011719
	Iteration 132Q: 3 clusters Score -1964718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1964723.000000 Penalty: 3220.011719
	Iteration 133Q: 3 clusters Score -1964723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -1964730.375000 Penalty: 3220.011719
	Iteration 134Q: 3 clusters Score -1964730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1964730.000000 Penalty: 3220.011719
	Iteration 135Q: 3 clusters Score -1964730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1964732.125000 Penalty: 3220.011719
	Iteration 136Q: 3 clusters Score -1964732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1964734.500000 Penalty: 3220.011719
	Iteration 137Q: 3 clusters Score -1964734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1964734.500000 Penalty: 3220.011719
	Iteration 138Q: 3 clusters Score -1964734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1964737.250000 Penalty: 3220.011719
	Iteration 139Q: 3 clusters Score -1964737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1964740.500000 Penalty: 3220.011719
	Iteration 140F: 3 clusters Score -1964740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1964745.250000 Penalty: 3220.011719
	Iteration 141Q: 3 clusters Score -1964745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1964747.125000 Penalty: 3220.011719
	Iteration 142Q: 3 clusters Score -1964747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1964747.375000 Penalty: 3220.011719
	Iteration 143Q: 3 clusters Score -1964747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1964746.625000 Penalty: 3220.011719
	Iteration 144Q: 3 clusters Score -1964747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1964751.500000 Penalty: 3220.011719
	Iteration 145Q: 3 clusters Score -1964752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1964751.500000 Penalty: 3220.011719
	Iteration 146F: 3 clusters Score -1964752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23857 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34761 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 49247 members 
Mstep: Class 18 contains 22240 members 
Mstep: Class 19 contains 33395 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39412 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35563 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36903 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4597 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786580.000000 Penalty: 98713.132812
Iteration 399Q: 47 clusters Score -4.978658e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23853 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35525 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 49184 members 
Mstep: Class 18 contains 22240 members 
Mstep: Class 19 contains 33386 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39417 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34910 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36911 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4553 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786980.000000 Penalty: 98713.132812
Iteration 400F: 47 clusters Score -4.978698e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23851 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36357 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 49134 members 
Mstep: Class 18 contains 22248 members 
Mstep: Class 19 contains 33423 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39416 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34125 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36922 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4509 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787384.000000 Penalty: 98713.132812
Iteration 401Q: 47 clusters Score -4.978738e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23852 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37165 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 49123 members 
Mstep: Class 18 contains 22276 members 
Mstep: Class 19 contains 33542 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39415 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33220 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36928 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4475 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787064.000000 Penalty: 98713.132812
Iteration 402Q: 47 clusters Score -4.978706e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23851 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37966 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 49114 members 
Mstep: Class 18 contains 22329 members 
Mstep: Class 19 contains 33748 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39420 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32185 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36924 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4464 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786468.000000 Penalty: 98713.132812
Iteration 403Q: 47 clusters Score -4.978647e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23852 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 38700 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5495 members 
Mstep: Class 17 contains 49104 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 34018 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39426 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31123 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36924 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4469 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785588.000000 Penalty: 98713.132812
Iteration 404Q: 47 clusters Score -4.978559e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29400 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39201 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 49079 members 
Mstep: Class 18 contains 22481 members 
Mstep: Class 19 contains 34296 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38945 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5674 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39427 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30274 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36914 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4470 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784652.000000 Penalty: 98713.132812
Iteration 405Q: 47 clusters Score -4.978465e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29400 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23845 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15600 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39444 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 49067 members 
Mstep: Class 18 contains 22582 members 
Mstep: Class 19 contains 34520 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38945 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5675 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39424 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29676 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36893 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4486 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784036.000000 Penalty: 98713.132812
Iteration 406Q: 47 clusters Score -4.978404e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23840 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39356 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 49075 members 
Mstep: Class 18 contains 22681 members 
Mstep: Class 19 contains 34636 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38943 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39426 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29448 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36884 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4497 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783704.000000 Penalty: 98713.132812
Iteration 407Q: 47 clusters Score -4.97837e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23839 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39046 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 49133 members 
Mstep: Class 18 contains 22761 members 
Mstep: Class 19 contains 34611 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5679 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39429 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29501 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36897 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783604.000000 Penalty: 98713.132812
Iteration 408Q: 47 clusters Score -4.97836e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23839 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38644 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 49135 members 
Mstep: Class 18 contains 22804 members 
Mstep: Class 19 contains 34574 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5681 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39433 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29802 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36897 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4516 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783736.000000 Penalty: 98713.132812
Iteration 409Q: 47 clusters Score -4.978374e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23839 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38102 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 49148 members 
Mstep: Class 18 contains 22851 members 
Mstep: Class 19 contains 34475 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38934 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39443 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30294 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36901 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4515 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784104.000000 Penalty: 98713.132812
Iteration 410Q: 47 clusters Score -4.97841e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23836 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15609 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37492 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 49186 members 
Mstep: Class 18 contains 22859 members 
Mstep: Class 19 contains 34367 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38930 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39453 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30907 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36905 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4519 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784628.000000 Penalty: 98713.132812
Iteration 411Q: 47 clusters Score -4.978463e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23837 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15611 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36854 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 49216 members 
Mstep: Class 18 contains 22878 members 
Mstep: Class 19 contains 34255 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38923 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39452 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31587 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36897 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4531 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785252.000000 Penalty: 98713.132812
Iteration 412Q: 47 clusters Score -4.978525e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23836 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36278 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 49233 members 
Mstep: Class 18 contains 22867 members 
Mstep: Class 19 contains 34119 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38926 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39444 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32280 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36894 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4539 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785664.000000 Penalty: 98713.132812
Iteration 413Q: 47 clusters Score -4.978566e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23831 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15613 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35776 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 49229 members 
Mstep: Class 18 contains 22831 members 
Mstep: Class 19 contains 33957 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38921 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39445 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32994 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36889 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4542 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785980.000000 Penalty: 98713.132812
Iteration 414Q: 47 clusters Score -4.978598e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23831 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15609 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35267 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 49238 members 
Mstep: Class 18 contains 22806 members 
Mstep: Class 19 contains 33818 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38919 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39448 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33695 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36887 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4540 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786232.000000 Penalty: 98713.132812
Iteration 415Q: 47 clusters Score -4.978623e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34792 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 49211 members 
Mstep: Class 18 contains 22773 members 
Mstep: Class 19 contains 33678 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38917 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39443 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34411 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36883 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4538 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786700.000000 Penalty: 98713.132812
Iteration 416Q: 47 clusters Score -4.97867e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34223 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 49216 members 
Mstep: Class 18 contains 22740 members 
Mstep: Class 19 contains 33553 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38919 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39446 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35167 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36879 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4535 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787372.000000 Penalty: 98713.132812
Iteration 417Q: 47 clusters Score -4.978737e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 33616 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 49214 members 
Mstep: Class 18 contains 22698 members 
Mstep: Class 19 contains 33422 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38920 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39450 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35978 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36880 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4527 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787528.000000 Penalty: 98713.132812
Iteration 418Q: 47 clusters Score -4.978753e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32869 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 22664 members 
Mstep: Class 19 contains 33314 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38919 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39452 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36873 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36884 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4542 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787248.000000 Penalty: 98713.132812
Iteration 419Q: 47 clusters Score -4.978725e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32006 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 49177 members 
Mstep: Class 18 contains 22631 members 
Mstep: Class 19 contains 33237 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38921 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39453 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37833 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36886 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4587 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786432.000000 Penalty: 98713.132812
Iteration 420F: 47 clusters Score -4.978643e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31272 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 49187 members 
Mstep: Class 18 contains 22584 members 
Mstep: Class 19 contains 33191 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38922 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39458 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38598 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36879 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4639 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785592.000000 Penalty: 98713.132812
Iteration 421Q: 47 clusters Score -4.978559e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30713 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 49274 members 
Mstep: Class 18 contains 22574 members 
Mstep: Class 19 contains 33164 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38924 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39464 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39044 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36886 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4699 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784852.000000 Penalty: 98713.132812
Iteration 422Q: 47 clusters Score -4.978485e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 49354 members 
Mstep: Class 18 contains 22546 members 
Mstep: Class 19 contains 33153 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38925 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39465 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39174 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36886 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4748 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784436.000000 Penalty: 98713.132812
Iteration 423Q: 47 clusters Score -4.978444e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30532 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 49420 members 
Mstep: Class 18 contains 22503 members 
Mstep: Class 19 contains 33151 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38927 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39462 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39091 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36887 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4783 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784300.000000 Penalty: 98713.132812
Iteration 424Q: 47 clusters Score -4.97843e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30784 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 49473 members 
Mstep: Class 18 contains 22469 members 
Mstep: Class 19 contains 33152 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38924 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39459 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38820 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36883 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4794 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784360.000000 Penalty: 98713.132812
Iteration 425Q: 47 clusters Score -4.978436e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31202 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 49449 members 
Mstep: Class 18 contains 22462 members 
Mstep: Class 19 contains 33149 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38925 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39456 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 38447 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36880 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4788 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784584.000000 Penalty: 98713.132812
Iteration 426Q: 47 clusters Score -4.978458e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31717 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 49397 members 
Mstep: Class 18 contains 22441 members 
Mstep: Class 19 contains 33150 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38922 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39455 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 38033 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36881 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4762 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784972.000000 Penalty: 98713.132812
Iteration 427Q: 47 clusters Score -4.978497e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32283 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 49357 members 
Mstep: Class 18 contains 22396 members 
Mstep: Class 19 contains 33142 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38925 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39456 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 37580 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36878 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4738 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784988.000000 Penalty: 98713.132812
Iteration 428Q: 47 clusters Score -4.978499e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32861 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 49337 members 
Mstep: Class 18 contains 22376 members 
Mstep: Class 19 contains 33128 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38926 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39461 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 37096 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36875 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4699 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785332.000000 Penalty: 98713.132812
Iteration 429Q: 47 clusters Score -4.978533e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29394 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 33476 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 49325 members 
Mstep: Class 18 contains 22355 members 
Mstep: Class 19 contains 33114 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39457 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 36581 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36872 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4660 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785844.000000 Penalty: 98713.132812
Iteration 430Q: 47 clusters Score -4.978584e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29394 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 1600 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34164 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 49271 members 
Mstep: Class 18 contains 22340 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39455 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 36054 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36872 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4615 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786076.000000 Penalty: 98713.132812
Iteration 431Q: 47 clusters Score -4.978608e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29394 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34829 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 49236 members 
Mstep: Class 18 contains 22327 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38930 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39453 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 35509 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36878 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786508.000000 Penalty: 98713.132812
Iteration 432Q: 47 clusters Score -4.978651e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35587 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 49189 members 
Mstep: Class 18 contains 22327 members 
Mstep: Class 19 contains 33002 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38933 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39451 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 34864 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36881 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4531 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786944.000000 Penalty: 98713.132812
Iteration 433Q: 47 clusters Score -4.978694e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15601 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36367 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 49127 members 
Mstep: Class 18 contains 22344 members 
Mstep: Class 19 contains 33042 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39452 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 34106 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36891 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4500 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787172.000000 Penalty: 98713.132812
Iteration 434Q: 47 clusters Score -4.978717e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23837 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37085 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 49116 members 
Mstep: Class 18 contains 22382 members 
Mstep: Class 19 contains 33158 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39452 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 33263 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36898 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4469 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786848.000000 Penalty: 98713.132812
Iteration 435Q: 47 clusters Score -4.978685e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23837 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37831 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 49090 members 
Mstep: Class 18 contains 22417 members 
Mstep: Class 19 contains 33359 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38946 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5679 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39455 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36893 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4460 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786364.000000 Penalty: 98713.132812
Iteration 436Q: 47 clusters Score -4.978636e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 49091 members 
Mstep: Class 18 contains 22467 members 
Mstep: Class 19 contains 33614 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5679 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39459 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31351 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36879 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4454 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785512.000000 Penalty: 98713.132812
Iteration 437Q: 47 clusters Score -4.978551e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23838 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38984 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 49049 members 
Mstep: Class 18 contains 22542 members 
Mstep: Class 19 contains 33925 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39456 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30551 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36871 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4449 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784756.000000 Penalty: 98713.132812
Iteration 438Q: 47 clusters Score -4.978476e+07 nChanged 1979
Entering ConstructFrom: 
Score: -49784756.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -328774.500000 Penalty: 1324.872559
	Iteration 0F: 2 clusters Score -328774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -325744.718750 Penalty: 2649.745117
	Iteration 0F: 3 clusters Score -325744.7 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -326524.531250 Penalty: 2649.745117
	Iteration 1F: 3 clusters Score -326524.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -326690.000000 Penalty: 2649.745117
	Iteration 2F: 3 clusters Score -326690 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -326816.187500 Penalty: 2649.745117
	Iteration 3F: 3 clusters Score -326816.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -326922.437500 Penalty: 2649.745117
	Iteration 4Q: 3 clusters Score -326922.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -327003.781250 Penalty: 2649.745117
	Iteration 5Q: 3 clusters Score -327003.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -327066.937500 Penalty: 2649.745117
	Iteration 6Q: 3 clusters Score -327066.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -327147.156250 Penalty: 2649.745117
	Iteration 7Q: 3 clusters Score -327147.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -327215.062500 Penalty: 2649.745117
	Iteration 8Q: 3 clusters Score -327215.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -327274.937500 Penalty: 2649.745117
	Iteration 9Q: 3 clusters Score -327274.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -327311.968750 Penalty: 2649.745117
	Iteration 10Q: 3 clusters Score -327312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -327346.562500 Penalty: 2649.745117
	Iteration 11Q: 3 clusters Score -327346.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -327389.812500 Penalty: 2649.745117
	Iteration 12Q: 3 clusters Score -327389.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -327415.343750 Penalty: 2649.745117
	Iteration 13Q: 3 clusters Score -327415.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -327439.312500 Penalty: 2649.745117
	Iteration 14Q: 3 clusters Score -327439.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -327462.843750 Penalty: 2649.745117
	Iteration 15Q: 3 clusters Score -327462.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -327488.250000 Penalty: 2649.745117
	Iteration 16Q: 3 clusters Score -327488.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -327507.625000 Penalty: 2649.745117
	Iteration 17Q: 3 clusters Score -327507.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -327529.500000 Penalty: 2649.745117
	Iteration 18Q: 3 clusters Score -327529.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -327552.687500 Penalty: 2649.745117
	Iteration 19Q: 3 clusters Score -327552.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -327575.781250 Penalty: 2649.745117
	Iteration 20F: 3 clusters Score -327575.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -327592.812500 Penalty: 2649.745117
	Iteration 21Q: 3 clusters Score -327592.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -327607.343750 Penalty: 2649.745117
	Iteration 22Q: 3 clusters Score -327607.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -327618.093750 Penalty: 2649.745117
	Iteration 23Q: 3 clusters Score -327618.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -327624.843750 Penalty: 2649.745117
	Iteration 24Q: 3 clusters Score -327624.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -327630.531250 Penalty: 2649.745117
	Iteration 25Q: 3 clusters Score -327630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -327634.656250 Penalty: 2649.745117
	Iteration 26Q: 3 clusters Score -327634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -327639.000000 Penalty: 2649.745117
	Iteration 27Q: 3 clusters Score -327639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -327641.250000 Penalty: 2649.745117
	Iteration 28Q: 3 clusters Score -327641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -327642.437500 Penalty: 2649.745117
	Iteration 29Q: 3 clusters Score -327642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -327643.593750 Penalty: 2649.745117
	Iteration 30Q: 3 clusters Score -327643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -327643.593750 Penalty: 2649.745117
	Iteration 31F: 3 clusters Score -327643.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -92324.117188 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -92324.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -90893.429688 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -90893.43 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -91477.398438 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -91477.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91625.718750 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -91625.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91678.406250 Penalty: 2302.101074
	Iteration 3Q: 3 clusters Score -91678.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91726.257812 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -91726.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -91802.296875 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -91802.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -91890.890625 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -91890.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91932.539062 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -91932.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -91954.523438 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -91954.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91969.625000 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -91969.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -91987.289062 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -91987.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -91993.554688 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -91993.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -91997.320312 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -91997.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -91998.718750 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -91998.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -91998.718750 Penalty: 2302.101074
	Iteration 14F: 3 clusters Score -91998.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -603170.125000 Penalty: 1425.876099
	Iteration 0F: 2 clusters Score -603170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -598328.062500 Penalty: 2851.752197
	Iteration 0F: 3 clusters Score -598328.1 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -599987.125000 Penalty: 2851.752197
	Iteration 1F: 3 clusters Score -599987.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -600426.062500 Penalty: 2851.752197
	Iteration 2F: 3 clusters Score -600426.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -600836.562500 Penalty: 2851.752197
	Iteration 3F: 3 clusters Score -600836.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -601128.812500 Penalty: 2851.752197
	Iteration 4F: 3 clusters Score -601128.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -601379.500000 Penalty: 2851.752197
	Iteration 5F: 3 clusters Score -601379.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -601571.875000 Penalty: 2851.752197
	Iteration 6Q: 3 clusters Score -601571.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -601741.750000 Penalty: 2851.752197
	Iteration 7Q: 3 clusters Score -601741.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -601907.875000 Penalty: 2851.752197
	Iteration 8Q: 3 clusters Score -601907.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -602039.750000 Penalty: 2851.752197
	Iteration 9Q: 3 clusters Score -602039.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -602134.125000 Penalty: 2851.752197
	Iteration 10Q: 3 clusters Score -602134.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -602229.062500 Penalty: 2851.752197
	Iteration 11Q: 3 clusters Score -602229.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -602328.062500 Penalty: 2851.752197
	Iteration 12Q: 3 clusters Score -602328.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -602418.437500 Penalty: 2851.752197
	Iteration 13Q: 3 clusters Score -602418.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -602515.000000 Penalty: 2851.752197
	Iteration 14Q: 3 clusters Score -602515 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -602600.937500 Penalty: 2851.752197
	Iteration 15Q: 3 clusters Score -602600.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -602660.250000 Penalty: 2851.752197
	Iteration 16Q: 3 clusters Score -602660.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -602707.812500 Penalty: 2851.752197
	Iteration 17Q: 3 clusters Score -602707.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -602742.187500 Penalty: 2851.752197
	Iteration 18Q: 3 clusters Score -602742.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -602778.125000 Penalty: 2851.752197
	Iteration 19Q: 3 clusters Score -602778.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -602804.312500 Penalty: 2851.752197
	Iteration 20F: 3 clusters Score -602804.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -602826.250000 Penalty: 2851.752197
	Iteration 21Q: 3 clusters Score -602826.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -602842.937500 Penalty: 2851.752197
	Iteration 22Q: 3 clusters Score -602842.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -602856.312500 Penalty: 2851.752197
	Iteration 23Q: 3 clusters Score -602856.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -602866.812500 Penalty: 2851.752197
	Iteration 24Q: 3 clusters Score -602866.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -602874.937500 Penalty: 2851.752197
	Iteration 25Q: 3 clusters Score -602874.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -602880.562500 Penalty: 2851.752197
	Iteration 26Q: 3 clusters Score -602880.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -602888.312500 Penalty: 2851.752197
	Iteration 27Q: 3 clusters Score -602888.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -602892.937500 Penalty: 2851.752197
	Iteration 28Q: 3 clusters Score -602892.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -602896.625000 Penalty: 2851.752197
	Iteration 29Q: 3 clusters Score -602896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -602899.875000 Penalty: 2851.752197
	Iteration 30Q: 3 clusters Score -602899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -602900.812500 Penalty: 2851.752197
	Iteration 31Q: 3 clusters Score -602900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -602903.312500 Penalty: 2851.752197
	Iteration 32Q: 3 clusters Score -602903.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -602907.937500 Penalty: 2851.752197
	Iteration 33Q: 3 clusters Score -602907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -602910.625000 Penalty: 2851.752197
	Iteration 34Q: 3 clusters Score -602910.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -602913.562500 Penalty: 2851.752197
	Iteration 35Q: 3 clusters Score -602913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -602915.750000 Penalty: 2851.752197
	Iteration 36Q: 3 clusters Score -602915.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -602919.312500 Penalty: 2851.752197
	Iteration 37Q: 3 clusters Score -602919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -602921.437500 Penalty: 2851.752197
	Iteration 38Q: 3 clusters Score -602921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -602921.250000 Penalty: 2851.752197
	Iteration 39Q: 3 clusters Score -602921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -602922.312500 Penalty: 2851.752197
	Iteration 40F: 3 clusters Score -602922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -602920.500000 Penalty: 2851.752197
	Iteration 41Q: 3 clusters Score -602920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -602922.375000 Penalty: 2851.752197
	Iteration 42Q: 3 clusters Score -602922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -602922.250000 Penalty: 2851.752197
	Iteration 43Q: 3 clusters Score -602922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -602922.562500 Penalty: 2851.752197
	Iteration 44Q: 3 clusters Score -602922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -602922.562500 Penalty: 2851.752197
	Iteration 45F: 3 clusters Score -602922.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Entering Unmasked Estep 
Score: -2828399.000000 Penalty: 1671.910767
	Iteration 0F: 2 clusters Score -2828399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2808634.750000 Penalty: 3343.821533
	Iteration 0F: 3 clusters Score -2808635 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2816182.250000 Penalty: 3343.821533
	Iteration 1F: 3 clusters Score -2816182 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2816616.250000 Penalty: 3343.821533
	Iteration 2Q: 3 clusters Score -2816616 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2817145.250000 Penalty: 3343.821533
	Iteration 3Q: 3 clusters Score -2817145 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2817867.250000 Penalty: 3343.821533
	Iteration 4F: 3 clusters Score -2817867 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2818901.000000 Penalty: 3343.821533
	Iteration 5F: 3 clusters Score -2818901 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2820376.500000 Penalty: 3343.821533
	Iteration 6F: 3 clusters Score -2820376 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2822157.000000 Penalty: 3343.821533
	Iteration 7F: 3 clusters Score -2822157 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2823892.500000 Penalty: 3343.821533
	Iteration 8F: 3 clusters Score -2823892 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2825235.750000 Penalty: 3343.821533
	Iteration 9F: 3 clusters Score -2825236 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2826039.250000 Penalty: 3343.821533
	Iteration 10Q: 3 clusters Score -2826039 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2826481.500000 Penalty: 3343.821533
	Iteration 11Q: 3 clusters Score -2826482 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2826755.000000 Penalty: 3343.821533
	Iteration 12Q: 3 clusters Score -2826755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2826876.000000 Penalty: 3343.821533
	Iteration 13Q: 3 clusters Score -2826876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2826940.000000 Penalty: 3343.821533
	Iteration 14Q: 3 clusters Score -2826940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2826976.250000 Penalty: 3343.821533
	Iteration 15Q: 3 clusters Score -2826976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2826996.500000 Penalty: 3343.821533
	Iteration 16Q: 3 clusters Score -2826996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2827019.250000 Penalty: 3343.821533
	Iteration 17Q: 3 clusters Score -2827019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2827028.000000 Penalty: 3343.821533
	Iteration 18Q: 3 clusters Score -2827028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2827045.000000 Penalty: 3343.821533
	Iteration 19Q: 3 clusters Score -2827045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2827054.500000 Penalty: 3343.821533
	Iteration 20F: 3 clusters Score -2827054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2827062.750000 Penalty: 3343.821533
	Iteration 21Q: 3 clusters Score -2827063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2827067.250000 Penalty: 3343.821533
	Iteration 22Q: 3 clusters Score -2827067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2827069.500000 Penalty: 3343.821533
	Iteration 23Q: 3 clusters Score -2827070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2827076.000000 Penalty: 3343.821533
	Iteration 24Q: 3 clusters Score -2827076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2827075.000000 Penalty: 3343.821533
	Iteration 25Q: 3 clusters Score -2827075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2827080.750000 Penalty: 3343.821533
	Iteration 26Q: 3 clusters Score -2827081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2827088.000000 Penalty: 3343.821533
	Iteration 27Q: 3 clusters Score -2827088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2827088.500000 Penalty: 3343.821533
	Iteration 28Q: 3 clusters Score -2827088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2827086.250000 Penalty: 3343.821533
	Iteration 29Q: 3 clusters Score -2827086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2827086.250000 Penalty: 3343.821533
	Iteration 30F: 3 clusters Score -2827086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -679804.625000 Penalty: 1445.762207
	Iteration 0F: 2 clusters Score -679804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -674337.062500 Penalty: 2891.524414
	Iteration 0F: 3 clusters Score -674337.1 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -676021.562500 Penalty: 2891.524414
	Iteration 1F: 3 clusters Score -676021.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -676231.437500 Penalty: 2891.524414
	Iteration 2F: 3 clusters Score -676231.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -676370.000000 Penalty: 2891.524414
	Iteration 3Q: 3 clusters Score -676370 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -676483.562500 Penalty: 2891.524414
	Iteration 4Q: 3 clusters Score -676483.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -676585.062500 Penalty: 2891.524414
	Iteration 5Q: 3 clusters Score -676585.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -676684.250000 Penalty: 2891.524414
	Iteration 6Q: 3 clusters Score -676684.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -676797.062500 Penalty: 2891.524414
	Iteration 7Q: 3 clusters Score -676797.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -676956.812500 Penalty: 2891.524414
	Iteration 8Q: 3 clusters Score -676956.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -677164.312500 Penalty: 2891.524414
	Iteration 9Q: 3 clusters Score -677164.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -677397.062500 Penalty: 2891.524414
	Iteration 10Q: 3 clusters Score -677397.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -677619.937500 Penalty: 2891.524414
	Iteration 11Q: 3 clusters Score -677619.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -677825.062500 Penalty: 2891.524414
	Iteration 12Q: 3 clusters Score -677825.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -678010.125000 Penalty: 2891.524414
	Iteration 13Q: 3 clusters Score -678010.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -678124.312500 Penalty: 2891.524414
	Iteration 14Q: 3 clusters Score -678124.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -678198.187500 Penalty: 2891.524414
	Iteration 15Q: 3 clusters Score -678198.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -678243.000000 Penalty: 2891.524414
	Iteration 16Q: 3 clusters Score -678243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -678280.812500 Penalty: 2891.524414
	Iteration 17Q: 3 clusters Score -678280.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -678312.250000 Penalty: 2891.524414
	Iteration 18Q: 3 clusters Score -678312.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -678331.250000 Penalty: 2891.524414
	Iteration 19Q: 3 clusters Score -678331.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -678351.625000 Penalty: 2891.524414
	Iteration 20F: 3 clusters Score -678351.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -678363.812500 Penalty: 2891.524414
	Iteration 21Q: 3 clusters Score -678363.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -678374.812500 Penalty: 2891.524414
	Iteration 22Q: 3 clusters Score -678374.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -678383.062500 Penalty: 2891.524414
	Iteration 23Q: 3 clusters Score -678383.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -678392.312500 Penalty: 2891.524414
	Iteration 24Q: 3 clusters Score -678392.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -678403.375000 Penalty: 2891.524414
	Iteration 25Q: 3 clusters Score -678403.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -678413.812500 Penalty: 2891.524414
	Iteration 26Q: 3 clusters Score -678413.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -678424.437500 Penalty: 2891.524414
	Iteration 27Q: 3 clusters Score -678424.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -678429.437500 Penalty: 2891.524414
	Iteration 28Q: 3 clusters Score -678429.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -678439.062500 Penalty: 2891.524414
	Iteration 29Q: 3 clusters Score -678439.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -678444.125000 Penalty: 2891.524414
	Iteration 30Q: 3 clusters Score -678444.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -678451.562500 Penalty: 2891.524414
	Iteration 31Q: 3 clusters Score -678451.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -678458.750000 Penalty: 2891.524414
	Iteration 32Q: 3 clusters Score -678458.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -678468.312500 Penalty: 2891.524414
	Iteration 33Q: 3 clusters Score -678468.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -678472.875000 Penalty: 2891.524414
	Iteration 34Q: 3 clusters Score -678472.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -678478.875000 Penalty: 2891.524414
	Iteration 35Q: 3 clusters Score -678478.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -678483.937500 Penalty: 2891.524414
	Iteration 36Q: 3 clusters Score -678483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -678485.687500 Penalty: 2891.524414
	Iteration 37Q: 3 clusters Score -678485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -678488.687500 Penalty: 2891.524414
	Iteration 38Q: 3 clusters Score -678488.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -678489.687500 Penalty: 2891.524414
	Iteration 39Q: 3 clusters Score -678489.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -678492.687500 Penalty: 2891.524414
	Iteration 40F: 3 clusters Score -678492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -678493.562500 Penalty: 2891.524414
	Iteration 41Q: 3 clusters Score -678493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -678495.812500 Penalty: 2891.524414
	Iteration 42Q: 3 clusters Score -678495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -678496.750000 Penalty: 2891.524414
	Iteration 43Q: 3 clusters Score -678496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -678496.000000 Penalty: 2891.524414
	Iteration 44Q: 3 clusters Score -678496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -678496.000000 Penalty: 2891.524414
	Iteration 45F: 3 clusters Score -678496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Entering Unmasked Estep 
Score: -2251447.250000 Penalty: 1637.822998
	Iteration 0F: 2 clusters Score -2251447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2235243.500000 Penalty: 3275.645996
	Iteration 0F: 3 clusters Score -2235244 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2241138.250000 Penalty: 3275.645996
	Iteration 1F: 3 clusters Score -2241138 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2241477.500000 Penalty: 3275.645996
	Iteration 2Q: 3 clusters Score -2241478 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2241841.000000 Penalty: 3275.645996
	Iteration 3Q: 3 clusters Score -2241841 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2242218.250000 Penalty: 3275.645996
	Iteration 4Q: 3 clusters Score -2242218 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2242678.750000 Penalty: 3275.645996
	Iteration 5Q: 3 clusters Score -2242679 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2243280.500000 Penalty: 3275.645996
	Iteration 6Q: 3 clusters Score -2243280 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2244075.500000 Penalty: 3275.645996
	Iteration 7F: 3 clusters Score -2244076 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2245058.000000 Penalty: 3275.645996
	Iteration 8F: 3 clusters Score -2245058 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2246208.250000 Penalty: 3275.645996
	Iteration 9F: 3 clusters Score -2246208 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2247192.750000 Penalty: 3275.645996
	Iteration 10F: 3 clusters Score -2247193 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2247978.750000 Penalty: 3275.645996
	Iteration 11Q: 3 clusters Score -2247979 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2248569.250000 Penalty: 3275.645996
	Iteration 12Q: 3 clusters Score -2248569 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2249024.000000 Penalty: 3275.645996
	Iteration 13Q: 3 clusters Score -2249024 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2249314.500000 Penalty: 3275.645996
	Iteration 14Q: 3 clusters Score -2249314 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2249515.000000 Penalty: 3275.645996
	Iteration 15Q: 3 clusters Score -2249515 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2249631.250000 Penalty: 3275.645996
	Iteration 16Q: 3 clusters Score -2249631 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2249721.250000 Penalty: 3275.645996
	Iteration 17Q: 3 clusters Score -2249721 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2249777.500000 Penalty: 3275.645996
	Iteration 18Q: 3 clusters Score -2249778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2249822.250000 Penalty: 3275.645996
	Iteration 19Q: 3 clusters Score -2249822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2249860.500000 Penalty: 3275.645996
	Iteration 20F: 3 clusters Score -2249860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2249889.500000 Penalty: 3275.645996
	Iteration 21Q: 3 clusters Score -2249890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2249910.500000 Penalty: 3275.645996
	Iteration 22Q: 3 clusters Score -2249910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2249933.000000 Penalty: 3275.645996
	Iteration 23Q: 3 clusters Score -2249933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2249959.750000 Penalty: 3275.645996
	Iteration 24Q: 3 clusters Score -2249960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2249978.500000 Penalty: 3275.645996
	Iteration 25Q: 3 clusters Score -2249978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2249998.250000 Penalty: 3275.645996
	Iteration 26Q: 3 clusters Score -2249998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2250006.500000 Penalty: 3275.645996
	Iteration 27Q: 3 clusters Score -2250006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2250011.750000 Penalty: 3275.645996
	Iteration 28Q: 3 clusters Score -2250012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2250015.250000 Penalty: 3275.645996
	Iteration 29Q: 3 clusters Score -2250015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2250023.250000 Penalty: 3275.645996
	Iteration 30Q: 3 clusters Score -2250023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2250025.250000 Penalty: 3275.645996
	Iteration 31Q: 3 clusters Score -2250025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2250027.500000 Penalty: 3275.645996
	Iteration 32Q: 3 clusters Score -2250028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2250036.500000 Penalty: 3275.645996
	Iteration 33Q: 3 clusters Score -2250036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2250033.000000 Penalty: 3275.645996
	Iteration 34Q: 3 clusters Score -2250033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2250034.250000 Penalty: 3275.645996
	Iteration 35Q: 3 clusters Score -2250034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2250034.250000 Penalty: 3275.645996
	Iteration 36F: 3 clusters Score -2250034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Entering Unmasked Estep 
Score: -1836456.250000 Penalty: 1607.494629
	Iteration 0F: 2 clusters Score -1836456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1823003.250000 Penalty: 3214.989258
	Iteration 0F: 3 clusters Score -1823003 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1827697.125000 Penalty: 3214.989258
	Iteration 1F: 3 clusters Score -1827697 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1827985.375000 Penalty: 3214.989258
	Iteration 2Q: 3 clusters Score -1827985 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1828255.625000 Penalty: 3214.989258
	Iteration 3Q: 3 clusters Score -1828256 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1828538.375000 Penalty: 3214.989258
	Iteration 4Q: 3 clusters Score -1828538 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1828877.250000 Penalty: 3214.989258
	Iteration 5Q: 3 clusters Score -1828877 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1829300.125000 Penalty: 3214.989258
	Iteration 6Q: 3 clusters Score -1829300 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1829922.250000 Penalty: 3214.989258
	Iteration 7F: 3 clusters Score -1829922 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1830745.250000 Penalty: 3214.989258
	Iteration 8F: 3 clusters Score -1830745 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1831666.500000 Penalty: 3214.989258
	Iteration 9F: 3 clusters Score -1831666 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1832532.250000 Penalty: 3214.989258
	Iteration 10F: 3 clusters Score -1832532 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1833184.125000 Penalty: 3214.989258
	Iteration 11Q: 3 clusters Score -1833184 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1833726.750000 Penalty: 3214.989258
	Iteration 12Q: 3 clusters Score -1833727 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1834144.750000 Penalty: 3214.989258
	Iteration 13Q: 3 clusters Score -1834145 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1834413.000000 Penalty: 3214.989258
	Iteration 14Q: 3 clusters Score -1834413 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1834636.125000 Penalty: 3214.989258
	Iteration 15Q: 3 clusters Score -1834636 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1834787.625000 Penalty: 3214.989258
	Iteration 16Q: 3 clusters Score -1834788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1834896.750000 Penalty: 3214.989258
	Iteration 17Q: 3 clusters Score -1834897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1834994.625000 Penalty: 3214.989258
	Iteration 18Q: 3 clusters Score -1834995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1835048.625000 Penalty: 3214.989258
	Iteration 19Q: 3 clusters Score -1835049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1835076.875000 Penalty: 3214.989258
	Iteration 20F: 3 clusters Score -1835077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1835104.875000 Penalty: 3214.989258
	Iteration 21Q: 3 clusters Score -1835105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1835121.000000 Penalty: 3214.989258
	Iteration 22Q: 3 clusters Score -1835121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1835131.875000 Penalty: 3214.989258
	Iteration 23Q: 3 clusters Score -1835132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1835146.125000 Penalty: 3214.989258
	Iteration 24Q: 3 clusters Score -1835146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1835151.000000 Penalty: 3214.989258
	Iteration 25Q: 3 clusters Score -1835151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1835157.125000 Penalty: 3214.989258
	Iteration 26Q: 3 clusters Score -1835157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1835160.375000 Penalty: 3214.989258
	Iteration 27Q: 3 clusters Score -1835160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1835165.875000 Penalty: 3214.989258
	Iteration 28Q: 3 clusters Score -1835166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1835167.750000 Penalty: 3214.989258
	Iteration 29Q: 3 clusters Score -1835168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1835171.250000 Penalty: 3214.989258
	Iteration 30Q: 3 clusters Score -1835171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1835175.000000 Penalty: 3214.989258
	Iteration 31Q: 3 clusters Score -1835175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1835177.250000 Penalty: 3214.989258
	Iteration 32Q: 3 clusters Score -1835177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1835177.625000 Penalty: 3214.989258
	Iteration 33Q: 3 clusters Score -1835178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1835178.625000 Penalty: 3214.989258
	Iteration 34Q: 3 clusters Score -1835179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1835178.500000 Penalty: 3214.989258
	Iteration 35Q: 3 clusters Score -1835178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1835179.625000 Penalty: 3214.989258
	Iteration 36Q: 3 clusters Score -1835180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1835179.625000 Penalty: 3214.989258
	Iteration 37F: 3 clusters Score -1835180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -245476.843750 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -245476.8 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 1323 members 
Entering Unmasked Estep 
Score: -242960.656250 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -242960.7 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -243545.734375 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -243545.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -243670.015625 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -243670 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -243768.453125 Penalty: 2564.439453
	Iteration 3F: 3 clusters Score -243768.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243866.937500 Penalty: 2564.439453
	Iteration 4Q: 3 clusters Score -243866.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -243961.000000 Penalty: 2564.439453
	Iteration 5Q: 3 clusters Score -243961 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -244026.093750 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -244026.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244090.765625 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -244090.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -244139.921875 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -244139.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -244179.921875 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -244179.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -244216.375000 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -244216.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -244243.765625 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -244243.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244263.390625 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -244263.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -244273.703125 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -244273.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -244286.187500 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -244286.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -244301.593750 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -244301.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -244332.453125 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -244332.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -244383.421875 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -244383.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -244429.109375 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -244429.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -244471.843750 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -244471.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -244503.828125 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -244503.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244526.734375 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -244526.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244542.390625 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -244542.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244557.812500 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -244557.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -244571.781250 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -244571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -244582.078125 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -244582.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -244588.359375 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -244588.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -244593.312500 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -244593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -244594.312500 Penalty: 2564.439453
	Iteration 28Q: 3 clusters Score -244594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244595.125000 Penalty: 2564.439453
	Iteration 29Q: 3 clusters Score -244595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -244595.625000 Penalty: 2564.439453
	Iteration 30Q: 3 clusters Score -244595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244596.546875 Penalty: 2564.439453
	Iteration 31Q: 3 clusters Score -244596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -244596.500000 Penalty: 2564.439453
	Iteration 32Q: 3 clusters Score -244596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -244596.500000 Penalty: 2564.439453
	Iteration 33F: 3 clusters Score -244596.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -162363.843750 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -162363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -160436.265625 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -160436.3 nChanged 630
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: -160867.500000 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -160867.5 nChanged 136
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: -160965.796875 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -160965.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161027.234375 Penalty: 2437.312744
	Iteration 3Q: 3 clusters Score -161027.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161068.531250 Penalty: 2437.312744
	Iteration 4Q: 3 clusters Score -161068.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -161100.718750 Penalty: 2437.312744
	Iteration 5Q: 3 clusters Score -161100.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -161119.765625 Penalty: 2437.312744
	Iteration 6Q: 3 clusters Score -161119.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -161135.171875 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -161135.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -161146.921875 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -161146.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -161154.437500 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -161154.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -161165.265625 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -161165.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -161179.437500 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -161179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161186.671875 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -161186.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -161193.125000 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -161193.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -161203.625000 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -161203.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161214.984375 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -161215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161224.640625 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -161224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161227.562500 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -161227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -161227.953125 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -161228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -161227.953125 Penalty: 2437.312744
	Iteration 19F: 3 clusters Score -161228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -139448.031250 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139448 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -139758.437500 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139758.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -139841.468750 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139841.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139877.593750 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -139877.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139903.625000 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139903.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -139927.328125 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139927.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139942.984375 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -139943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -139955.015625 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -139955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -139972.906250 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -139972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139981.093750 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -139981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139984.328125 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -139984.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -139987.109375 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -139987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139988.843750 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -139988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139991.375000 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -139991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139995.406250 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -139995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -139996.390625 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -139996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -139996.390625 Penalty: 2388.081787
	Iteration 16F: 3 clusters Score -139996.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Entering Unmasked Estep 
Score: -1500064.875000 Penalty: 1569.014648
	Iteration 0F: 2 clusters Score -1500065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1489178.875000 Penalty: 3138.029297
	Iteration 0F: 3 clusters Score -1489179 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1493056.625000 Penalty: 3138.029297
	Iteration 1F: 3 clusters Score -1493057 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1493396.750000 Penalty: 3138.029297
	Iteration 2F: 3 clusters Score -1493397 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1493770.125000 Penalty: 3138.029297
	Iteration 3F: 3 clusters Score -1493770 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1494273.375000 Penalty: 3138.029297
	Iteration 4F: 3 clusters Score -1494273 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1494925.500000 Penalty: 3138.029297
	Iteration 5F: 3 clusters Score -1494926 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1495649.625000 Penalty: 3138.029297
	Iteration 6F: 3 clusters Score -1495650 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1496386.625000 Penalty: 3138.029297
	Iteration 7F: 3 clusters Score -1496387 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1497060.125000 Penalty: 3138.029297
	Iteration 8F: 3 clusters Score -1497060 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1497628.375000 Penalty: 3138.029297
	Iteration 9Q: 3 clusters Score -1497628 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1497976.500000 Penalty: 3138.029297
	Iteration 10Q: 3 clusters Score -1497976 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1498173.750000 Penalty: 3138.029297
	Iteration 11Q: 3 clusters Score -1498174 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1498323.250000 Penalty: 3138.029297
	Iteration 12Q: 3 clusters Score -1498323 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1498453.000000 Penalty: 3138.029297
	Iteration 13Q: 3 clusters Score -1498453 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1498548.250000 Penalty: 3138.029297
	Iteration 14Q: 3 clusters Score -1498548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1498629.000000 Penalty: 3138.029297
	Iteration 15Q: 3 clusters Score -1498629 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1498687.750000 Penalty: 3138.029297
	Iteration 16Q: 3 clusters Score -1498688 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1498729.500000 Penalty: 3138.029297
	Iteration 17Q: 3 clusters Score -1498730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1498768.625000 Penalty: 3138.029297
	Iteration 18Q: 3 clusters Score -1498769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1498803.000000 Penalty: 3138.029297
	Iteration 19Q: 3 clusters Score -1498803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1498823.125000 Penalty: 3138.029297
	Iteration 20F: 3 clusters Score -1498823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1498841.875000 Penalty: 3138.029297
	Iteration 21Q: 3 clusters Score -1498842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1498853.250000 Penalty: 3138.029297
	Iteration 22Q: 3 clusters Score -1498853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1498858.625000 Penalty: 3138.029297
	Iteration 23Q: 3 clusters Score -1498859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1498868.000000 Penalty: 3138.029297
	Iteration 24Q: 3 clusters Score -1498868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1498876.000000 Penalty: 3138.029297
	Iteration 25Q: 3 clusters Score -1498876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1498876.750000 Penalty: 3138.029297
	Iteration 26Q: 3 clusters Score -1498877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1498881.625000 Penalty: 3138.029297
	Iteration 27Q: 3 clusters Score -1498882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1498882.375000 Penalty: 3138.029297
	Iteration 28Q: 3 clusters Score -1498882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1498881.375000 Penalty: 3138.029297
	Iteration 29Q: 3 clusters Score -1498881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1498885.000000 Penalty: 3138.029297
	Iteration 30Q: 3 clusters Score -1498885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1498882.750000 Penalty: 3138.029297
	Iteration 31Q: 3 clusters Score -1498883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1498888.125000 Penalty: 3138.029297
	Iteration 32Q: 3 clusters Score -1498888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1498891.375000 Penalty: 3138.029297
	Iteration 33Q: 3 clusters Score -1498891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1498890.875000 Penalty: 3138.029297
	Iteration 34Q: 3 clusters Score -1498891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1498890.375000 Penalty: 3138.029297
	Iteration 35Q: 3 clusters Score -1498890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1498895.875000 Penalty: 3138.029297
	Iteration 36Q: 3 clusters Score -1498896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1498897.125000 Penalty: 3138.029297
	Iteration 37Q: 3 clusters Score -1498897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1498896.125000 Penalty: 3138.029297
	Iteration 38Q: 3 clusters Score -1498896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1498896.125000 Penalty: 3138.029297
	Iteration 39F: 3 clusters Score -1498896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -145727.390625 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -145727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -143859.359375 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -143859.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -144205.765625 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -144205.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -144275.625000 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -144275.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -144323.078125 Penalty: 2397.974609
	Iteration 3Q: 3 clusters Score -144323.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -144374.187500 Penalty: 2397.974609
	Iteration 4Q: 3 clusters Score -144374.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -144422.875000 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -144422.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -144454.656250 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -144454.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144482.437500 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -144482.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -144507.609375 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -144507.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -144530.218750 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -144530.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -144547.734375 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -144547.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -144563.562500 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -144563.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -144572.421875 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -144572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -144580.343750 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -144580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144586.640625 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -144586.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -144594.562500 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -144594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144600.812500 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -144600.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144607.531250 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -144607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144616.812500 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -144616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144622.140625 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -144622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144626.781250 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -144626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144633.359375 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -144633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144637.656250 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -144637.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -144644.187500 Penalty: 2397.974609
	Iteration 23Q: 3 clusters Score -144644.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -144651.015625 Penalty: 2397.974609
	Iteration 24Q: 3 clusters Score -144651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -144657.921875 Penalty: 2397.974609
	Iteration 25Q: 3 clusters Score -144657.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144668.500000 Penalty: 2397.974609
	Iteration 26Q: 3 clusters Score -144668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144677.453125 Penalty: 2397.974609
	Iteration 27Q: 3 clusters Score -144677.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144689.296875 Penalty: 2397.974609
	Iteration 28Q: 3 clusters Score -144689.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144703.656250 Penalty: 2397.974609
	Iteration 29Q: 3 clusters Score -144703.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -144711.812500 Penalty: 2397.974609
	Iteration 30Q: 3 clusters Score -144711.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -144718.078125 Penalty: 2397.974609
	Iteration 31Q: 3 clusters Score -144718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144725.953125 Penalty: 2397.974609
	Iteration 32Q: 3 clusters Score -144726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -144743.375000 Penalty: 2397.974609
	Iteration 33Q: 3 clusters Score -144743.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -144755.765625 Penalty: 2397.974609
	Iteration 34Q: 3 clusters Score -144755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144760.968750 Penalty: 2397.974609
	Iteration 35Q: 3 clusters Score -144761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -144764.531250 Penalty: 2397.974609
	Iteration 36Q: 3 clusters Score -144764.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144770.343750 Penalty: 2397.974609
	Iteration 37Q: 3 clusters Score -144770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -144777.015625 Penalty: 2397.974609
	Iteration 38Q: 3 clusters Score -144777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144787.609375 Penalty: 2397.974609
	Iteration 39Q: 3 clusters Score -144787.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -144795.187500 Penalty: 2397.974609
	Iteration 40F: 3 clusters Score -144795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -144801.640625 Penalty: 2397.974609
	Iteration 41Q: 3 clusters Score -144801.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -144808.953125 Penalty: 2397.974609
	Iteration 42Q: 3 clusters Score -144809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -144814.500000 Penalty: 2397.974609
	Iteration 43Q: 3 clusters Score -144814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -144819.453125 Penalty: 2397.974609
	Iteration 44Q: 3 clusters Score -144819.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144822.625000 Penalty: 2397.974609
	Iteration 45Q: 3 clusters Score -144822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144823.906250 Penalty: 2397.974609
	Iteration 46Q: 3 clusters Score -144823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144825.890625 Penalty: 2397.974609
	Iteration 47Q: 3 clusters Score -144825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -144826.328125 Penalty: 2397.974609
	Iteration 48Q: 3 clusters Score -144826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -144826.328125 Penalty: 2397.974609
	Iteration 49F: 3 clusters Score -144826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -81040.164062 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -81040.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79619.718750 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -79619.72 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79826.476562 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -79826.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79898.820312 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -79898.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79929.437500 Penalty: 2230.396240
	Iteration 3Q: 3 clusters Score -79929.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79946.000000 Penalty: 2230.396240
	Iteration 4Q: 3 clusters Score -79946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79955.335938 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -79955.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79957.625000 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -79957.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79961.281250 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -79961.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79964.250000 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -79964.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79965.875000 Penalty: 2230.396240
	Iteration 9Q: 3 clusters Score -79965.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79965.875000 Penalty: 2230.396240
	Iteration 10F: 3 clusters Score -79965.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Entering Unmasked Estep 
Score: -3802266.750000 Penalty: 1718.645264
	Iteration 0F: 2 clusters Score -3802267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3779713.000000 Penalty: 3437.290527
	Iteration 0F: 3 clusters Score -3779713 nChanged 18224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3789960.250000 Penalty: 3437.290527
	Iteration 1F: 3 clusters Score -3789960 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3790440.750000 Penalty: 3437.290527
	Iteration 2Q: 3 clusters Score -3790441 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3790882.500000 Penalty: 3437.290527
	Iteration 3Q: 3 clusters Score -3790882 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3791426.000000 Penalty: 3437.290527
	Iteration 4Q: 3 clusters Score -3791426 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3792227.750000 Penalty: 3437.290527
	Iteration 5Q: 3 clusters Score -3792228 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3793426.750000 Penalty: 3437.290527
	Iteration 6F: 3 clusters Score -3793427 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3795295.750000 Penalty: 3437.290527
	Iteration 7F: 3 clusters Score -3795296 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -3797874.250000 Penalty: 3437.290527
	Iteration 8F: 3 clusters Score -3797874 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -3800367.500000 Penalty: 3437.290527
	Iteration 9F: 3 clusters Score -3800368 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -3801030.500000 Penalty: 3437.290527
	Iteration 10F: 3 clusters Score -3801030 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -3801037.500000 Penalty: 3437.290527
	Iteration 11Q: 3 clusters Score -3801038 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3801109.250000 Penalty: 3437.290527
	Iteration 12Q: 3 clusters Score -3801109 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -3801215.500000 Penalty: 3437.290527
	Iteration 13Q: 3 clusters Score -3801216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -3801277.250000 Penalty: 3437.290527
	Iteration 14Q: 3 clusters Score -3801277 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -3801357.750000 Penalty: 3437.290527
	Iteration 15Q: 3 clusters Score -3801358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3801390.250000 Penalty: 3437.290527
	Iteration 16Q: 3 clusters Score -3801390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3801408.000000 Penalty: 3437.290527
	Iteration 17Q: 3 clusters Score -3801408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3801437.250000 Penalty: 3437.290527
	Iteration 18Q: 3 clusters Score -3801437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -3801444.250000 Penalty: 3437.290527
	Iteration 19Q: 3 clusters Score -3801444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -3801449.000000 Penalty: 3437.290527
	Iteration 20F: 3 clusters Score -3801449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -3801462.000000 Penalty: 3437.290527
	Iteration 21Q: 3 clusters Score -3801462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -3801469.250000 Penalty: 3437.290527
	Iteration 22Q: 3 clusters Score -3801469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -3801477.000000 Penalty: 3437.290527
	Iteration 23Q: 3 clusters Score -3801477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3801481.000000 Penalty: 3437.290527
	Iteration 24Q: 3 clusters Score -3801481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -3801488.000000 Penalty: 3437.290527
	Iteration 25Q: 3 clusters Score -3801488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -3801490.000000 Penalty: 3437.290527
	Iteration 26Q: 3 clusters Score -3801490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -3801492.250000 Penalty: 3437.290527
	Iteration 27Q: 3 clusters Score -3801492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -3801493.000000 Penalty: 3437.290527
	Iteration 28Q: 3 clusters Score -3801493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -3801493.000000 Penalty: 3437.290527
	Iteration 29F: 3 clusters Score -3801493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -208349.437500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -208349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -206044.515625 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -206044.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206687.390625 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -206687.4 nChanged 234
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: -206936.296875 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -206936.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -207138.265625 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -207138.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -207276.015625 Penalty: 2516.280762
	Iteration 4F: 3 clusters Score -207276 nChanged 101
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: -207357.390625 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -207357.4 nChanged 80
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: -207426.796875 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -207426.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -207476.671875 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -207476.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -207521.671875 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -207521.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -207557.250000 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -207557.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -207602.265625 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -207602.3 nChanged 40
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: -207642.500000 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -207642.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -207671.531250 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -207671.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -207692.062500 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -207692.1 nChanged 28
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: -207703.812500 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -207703.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -207709.718750 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -207709.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -207713.906250 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -207713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -207715.921875 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -207715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -207721.468750 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -207721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -207723.687500 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -207723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -207725.218750 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -207725.2 nChanged 6
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: -207727.828125 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -207727.8 nChanged 6
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: -207731.859375 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -207731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -207737.296875 Penalty: 2516.280762
	Iteration 23Q: 3 clusters Score -207737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -207740.296875 Penalty: 2516.280762
	Iteration 24Q: 3 clusters Score -207740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -207741.578125 Penalty: 2516.280762
	Iteration 25Q: 3 clusters Score -207741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -207741.781250 Penalty: 2516.280762
	Iteration 26Q: 3 clusters Score -207741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -207742.281250 Penalty: 2516.280762
	Iteration 27Q: 3 clusters Score -207742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -207742.281250 Penalty: 2516.280762
	Iteration 28F: 3 clusters Score -207742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Entering Unmasked Estep 
Score: -496880.156250 Penalty: 1399.885986
	Iteration 0F: 2 clusters Score -496880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -492577.062500 Penalty: 2799.771973
	Iteration 0F: 3 clusters Score -492577.1 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -493797.687500 Penalty: 2799.771973
	Iteration 1F: 3 clusters Score -493797.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -494009.718750 Penalty: 2799.771973
	Iteration 2F: 3 clusters Score -494009.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -494164.125000 Penalty: 2799.771973
	Iteration 3F: 3 clusters Score -494164.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -494286.875000 Penalty: 2799.771973
	Iteration 4Q: 3 clusters Score -494286.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -494376.437500 Penalty: 2799.771973
	Iteration 5Q: 3 clusters Score -494376.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -494466.812500 Penalty: 2799.771973
	Iteration 6Q: 3 clusters Score -494466.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -494569.875000 Penalty: 2799.771973
	Iteration 7Q: 3 clusters Score -494569.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -494673.531250 Penalty: 2799.771973
	Iteration 8Q: 3 clusters Score -494673.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -494760.531250 Penalty: 2799.771973
	Iteration 9Q: 3 clusters Score -494760.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -494862.562500 Penalty: 2799.771973
	Iteration 10Q: 3 clusters Score -494862.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -494979.343750 Penalty: 2799.771973
	Iteration 11Q: 3 clusters Score -494979.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -495101.500000 Penalty: 2799.771973
	Iteration 12Q: 3 clusters Score -495101.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -495221.375000 Penalty: 2799.771973
	Iteration 13Q: 3 clusters Score -495221.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -495365.187500 Penalty: 2799.771973
	Iteration 14Q: 3 clusters Score -495365.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -495518.437500 Penalty: 2799.771973
	Iteration 15Q: 3 clusters Score -495518.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -495679.656250 Penalty: 2799.771973
	Iteration 16Q: 3 clusters Score -495679.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -495843.031250 Penalty: 2799.771973
	Iteration 17Q: 3 clusters Score -495843 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -496010.437500 Penalty: 2799.771973
	Iteration 18Q: 3 clusters Score -496010.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -496160.281250 Penalty: 2799.771973
	Iteration 19Q: 3 clusters Score -496160.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -496248.968750 Penalty: 2799.771973
	Iteration 20F: 3 clusters Score -496249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -496294.062500 Penalty: 2799.771973
	Iteration 21Q: 3 clusters Score -496294.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -496317.468750 Penalty: 2799.771973
	Iteration 22Q: 3 clusters Score -496317.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -496334.750000 Penalty: 2799.771973
	Iteration 23Q: 3 clusters Score -496334.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -496350.906250 Penalty: 2799.771973
	Iteration 24Q: 3 clusters Score -496350.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -496361.625000 Penalty: 2799.771973
	Iteration 25Q: 3 clusters Score -496361.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -496376.093750 Penalty: 2799.771973
	Iteration 26Q: 3 clusters Score -496376.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -496385.656250 Penalty: 2799.771973
	Iteration 27Q: 3 clusters Score -496385.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -496394.562500 Penalty: 2799.771973
	Iteration 28Q: 3 clusters Score -496394.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -496402.531250 Penalty: 2799.771973
	Iteration 29Q: 3 clusters Score -496402.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -496410.312500 Penalty: 2799.771973
	Iteration 30Q: 3 clusters Score -496410.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -496412.843750 Penalty: 2799.771973
	Iteration 31Q: 3 clusters Score -496412.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -496419.500000 Penalty: 2799.771973
	Iteration 32Q: 3 clusters Score -496419.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -496425.062500 Penalty: 2799.771973
	Iteration 33Q: 3 clusters Score -496425.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -496427.781250 Penalty: 2799.771973
	Iteration 34Q: 3 clusters Score -496427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -496428.656250 Penalty: 2799.771973
	Iteration 35Q: 3 clusters Score -496428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -496432.375000 Penalty: 2799.771973
	Iteration 36Q: 3 clusters Score -496432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -496433.531250 Penalty: 2799.771973
	Iteration 37Q: 3 clusters Score -496433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -496434.156250 Penalty: 2799.771973
	Iteration 38Q: 3 clusters Score -496434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -496433.906250 Penalty: 2799.771973
	Iteration 39Q: 3 clusters Score -496433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -496434.718750 Penalty: 2799.771973
	Iteration 40F: 3 clusters Score -496434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -496435.093750 Penalty: 2799.771973
	Iteration 41Q: 3 clusters Score -496435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -496435.843750 Penalty: 2799.771973
	Iteration 42Q: 3 clusters Score -496435.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -496435.843750 Penalty: 2799.771973
	Iteration 43F: 3 clusters Score -496435.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Entering Unmasked Estep 
Score: -4605283.000000 Penalty: 1755.033813
	Iteration 0F: 2 clusters Score -4605283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4578884.500000 Penalty: 3510.067627
	Iteration 0F: 3 clusters Score -4578884 nChanged 23132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4592005.500000 Penalty: 3510.067627
	Iteration 1F: 3 clusters Score -4592006 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4592600.000000 Penalty: 3510.067627
	Iteration 2Q: 3 clusters Score -4592600 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4593476.000000 Penalty: 3510.067627
	Iteration 3Q: 3 clusters Score -4593476 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4594830.000000 Penalty: 3510.067627
	Iteration 4F: 3 clusters Score -4594830 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4596523.000000 Penalty: 3510.067627
	Iteration 5F: 3 clusters Score -4596523 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4597705.000000 Penalty: 3510.067627
	Iteration 6F: 3 clusters Score -4597705 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4598783.500000 Penalty: 3510.067627
	Iteration 7F: 3 clusters Score -4598784 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4599830.000000 Penalty: 3510.067627
	Iteration 8Q: 3 clusters Score -4599830 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4600607.000000 Penalty: 3510.067627
	Iteration 9Q: 3 clusters Score -4600607 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4601184.000000 Penalty: 3510.067627
	Iteration 10Q: 3 clusters Score -4601184 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4601502.500000 Penalty: 3510.067627
	Iteration 11Q: 3 clusters Score -4601502 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4601707.500000 Penalty: 3510.067627
	Iteration 12Q: 3 clusters Score -4601708 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4601857.500000 Penalty: 3510.067627
	Iteration 13Q: 3 clusters Score -4601858 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4602013.500000 Penalty: 3510.067627
	Iteration 14Q: 3 clusters Score -4602014 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4602090.000000 Penalty: 3510.067627
	Iteration 15Q: 3 clusters Score -4602090 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4602158.500000 Penalty: 3510.067627
	Iteration 16Q: 3 clusters Score -4602158 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4602218.500000 Penalty: 3510.067627
	Iteration 17Q: 3 clusters Score -4602218 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4602258.000000 Penalty: 3510.067627
	Iteration 18Q: 3 clusters Score -4602258 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4602314.500000 Penalty: 3510.067627
	Iteration 19Q: 3 clusters Score -4602314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4602332.000000 Penalty: 3510.067627
	Iteration 20F: 3 clusters Score -4602332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4602351.500000 Penalty: 3510.067627
	Iteration 21Q: 3 clusters Score -4602352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4602387.000000 Penalty: 3510.067627
	Iteration 22Q: 3 clusters Score -4602387 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4602403.500000 Penalty: 3510.067627
	Iteration 23Q: 3 clusters Score -4602404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4602421.500000 Penalty: 3510.067627
	Iteration 24Q: 3 clusters Score -4602422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4602422.000000 Penalty: 3510.067627
	Iteration 25Q: 3 clusters Score -4602422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4602432.500000 Penalty: 3510.067627
	Iteration 26Q: 3 clusters Score -4602432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4602440.000000 Penalty: 3510.067627
	Iteration 27Q: 3 clusters Score -4602440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4602450.000000 Penalty: 3510.067627
	Iteration 28Q: 3 clusters Score -4602450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4602456.000000 Penalty: 3510.067627
	Iteration 29Q: 3 clusters Score -4602456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4602455.500000 Penalty: 3510.067627
	Iteration 30Q: 3 clusters Score -4602456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4602470.000000 Penalty: 3510.067627
	Iteration 31Q: 3 clusters Score -4602470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4602482.000000 Penalty: 3510.067627
	Iteration 32Q: 3 clusters Score -4602482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4602478.000000 Penalty: 3510.067627
	Iteration 33Q: 3 clusters Score -4602478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4602483.000000 Penalty: 3510.067627
	Iteration 34Q: 3 clusters Score -4602483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4602481.500000 Penalty: 3510.067627
	Iteration 35Q: 3 clusters Score -4602482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4602494.000000 Penalty: 3510.067627
	Iteration 36Q: 3 clusters Score -4602494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4602507.500000 Penalty: 3510.067627
	Iteration 37Q: 3 clusters Score -4602508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4602506.000000 Penalty: 3510.067627
	Iteration 38Q: 3 clusters Score -4602506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4602495.500000 Penalty: 3510.067627
	Iteration 39Q: 3 clusters Score -4602496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4602499.000000 Penalty: 3510.067627
	Iteration 40F: 3 clusters Score -4602499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4602495.500000 Penalty: 3510.067627
	Iteration 41Q: 3 clusters Score -4602496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4602507.500000 Penalty: 3510.067627
	Iteration 42Q: 3 clusters Score -4602508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4602506.000000 Penalty: 3510.067627
	Iteration 43Q: 3 clusters Score -4602506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4602511.000000 Penalty: 3510.067627
	Iteration 44Q: 3 clusters Score -4602511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4602505.000000 Penalty: 3510.067627
	Iteration 45Q: 3 clusters Score -4602505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4602515.000000 Penalty: 3510.067627
	Iteration 46Q: 3 clusters Score -4602515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4602515.500000 Penalty: 3510.067627
	Iteration 47Q: 3 clusters Score -4602516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4602519.500000 Penalty: 3510.067627
	Iteration 48Q: 3 clusters Score -4602520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4602520.000000 Penalty: 3510.067627
	Iteration 49Q: 3 clusters Score -4602520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4602522.000000 Penalty: 3510.067627
	Iteration 50Q: 3 clusters Score -4602522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4602531.000000 Penalty: 3510.067627
	Iteration 51Q: 3 clusters Score -4602531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4602528.000000 Penalty: 3510.067627
	Iteration 52Q: 3 clusters Score -4602528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4602523.000000 Penalty: 3510.067627
	Iteration 53Q: 3 clusters Score -4602523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4602530.000000 Penalty: 3510.067627
	Iteration 54Q: 3 clusters Score -4602530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4602524.000000 Penalty: 3510.067627
	Iteration 55Q: 3 clusters Score -4602524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4602525.000000 Penalty: 3510.067627
	Iteration 56Q: 3 clusters Score -4602525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4602536.500000 Penalty: 3510.067627
	Iteration 57Q: 3 clusters Score -4602536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4602538.000000 Penalty: 3510.067627
	Iteration 58Q: 3 clusters Score -4602538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4602539.000000 Penalty: 3510.067627
	Iteration 59Q: 3 clusters Score -4602539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4602537.500000 Penalty: 3510.067627
	Iteration 60F: 3 clusters Score -4602538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4602535.000000 Penalty: 3510.067627
	Iteration 61Q: 3 clusters Score -4602535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4602535.000000 Penalty: 3510.067627
	Iteration 62F: 3 clusters Score -4602535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Entering Unmasked Estep 
Score: -1977079.250000 Penalty: 1629.385376
	Iteration 0F: 2 clusters Score -1977079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1961672.875000 Penalty: 3258.770752
	Iteration 0F: 3 clusters Score -1961673 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1967526.375000 Penalty: 3258.770752
	Iteration 1F: 3 clusters Score -1967526 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1968056.000000 Penalty: 3258.770752
	Iteration 2F: 3 clusters Score -1968056 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1968594.625000 Penalty: 3258.770752
	Iteration 3F: 3 clusters Score -1968595 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1969128.125000 Penalty: 3258.770752
	Iteration 4F: 3 clusters Score -1969128 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1969674.375000 Penalty: 3258.770752
	Iteration 5F: 3 clusters Score -1969674 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1970259.125000 Penalty: 3258.770752
	Iteration 6Q: 3 clusters Score -1970259 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1970995.625000 Penalty: 3258.770752
	Iteration 7F: 3 clusters Score -1970996 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1971819.875000 Penalty: 3258.770752
	Iteration 8F: 3 clusters Score -1971820 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1972651.500000 Penalty: 3258.770752
	Iteration 9F: 3 clusters Score -1972652 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1973391.875000 Penalty: 3258.770752
	Iteration 10Q: 3 clusters Score -1973392 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1974042.500000 Penalty: 3258.770752
	Iteration 11Q: 3 clusters Score -1974042 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1974604.625000 Penalty: 3258.770752
	Iteration 12Q: 3 clusters Score -1974605 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -1975024.125000 Penalty: 3258.770752
	Iteration 13Q: 3 clusters Score -1975024 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1975352.375000 Penalty: 3258.770752
	Iteration 14Q: 3 clusters Score -1975352 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -1975542.250000 Penalty: 3258.770752
	Iteration 15Q: 3 clusters Score -1975542 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1975656.125000 Penalty: 3258.770752
	Iteration 16Q: 3 clusters Score -1975656 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -1975737.250000 Penalty: 3258.770752
	Iteration 17Q: 3 clusters Score -1975737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -1975779.375000 Penalty: 3258.770752
	Iteration 18Q: 3 clusters Score -1975779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1975804.375000 Penalty: 3258.770752
	Iteration 19Q: 3 clusters Score -1975804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -1975821.750000 Penalty: 3258.770752
	Iteration 20F: 3 clusters Score -1975822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -1975839.500000 Penalty: 3258.770752
	Iteration 21Q: 3 clusters Score -1975840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -1975845.875000 Penalty: 3258.770752
	Iteration 22Q: 3 clusters Score -1975846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -1975857.500000 Penalty: 3258.770752
	Iteration 23Q: 3 clusters Score -1975858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -1975867.375000 Penalty: 3258.770752
	Iteration 24Q: 3 clusters Score -1975867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -1975875.875000 Penalty: 3258.770752
	Iteration 25Q: 3 clusters Score -1975876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -1975876.500000 Penalty: 3258.770752
	Iteration 26Q: 3 clusters Score -1975876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -1975878.500000 Penalty: 3258.770752
	Iteration 27Q: 3 clusters Score -1975878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -1975879.500000 Penalty: 3258.770752
	Iteration 28Q: 3 clusters Score -1975880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -1975879.125000 Penalty: 3258.770752
	Iteration 29Q: 3 clusters Score -1975879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -1975878.500000 Penalty: 3258.770752
	Iteration 30Q: 3 clusters Score -1975878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1975879.750000 Penalty: 3258.770752
	Iteration 31Q: 3 clusters Score -1975880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1975879.500000 Penalty: 3258.770752
	Iteration 32Q: 3 clusters Score -1975880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1975882.625000 Penalty: 3258.770752
	Iteration 33Q: 3 clusters Score -1975883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1975882.625000 Penalty: 3258.770752
	Iteration 34F: 3 clusters Score -1975883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Entering Unmasked Estep 
Score: -3358837.250000 Penalty: 1696.396973
	Iteration 0F: 2 clusters Score -3358837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3337130.500000 Penalty: 3392.793945
	Iteration 0F: 3 clusters Score -3337130 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3345770.000000 Penalty: 3392.793945
	Iteration 1F: 3 clusters Score -3345770 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3346100.000000 Penalty: 3392.793945
	Iteration 2Q: 3 clusters Score -3346100 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3346443.250000 Penalty: 3392.793945
	Iteration 3Q: 3 clusters Score -3346443 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3346812.750000 Penalty: 3392.793945
	Iteration 4Q: 3 clusters Score -3346813 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3347311.500000 Penalty: 3392.793945
	Iteration 5Q: 3 clusters Score -3347312 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3348054.500000 Penalty: 3392.793945
	Iteration 6Q: 3 clusters Score -3348054 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3349350.500000 Penalty: 3392.793945
	Iteration 7F: 3 clusters Score -3349350 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3351061.750000 Penalty: 3392.793945
	Iteration 8F: 3 clusters Score -3351062 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3353230.500000 Penalty: 3392.793945
	Iteration 9F: 3 clusters Score -3353230 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3355144.000000 Penalty: 3392.793945
	Iteration 10F: 3 clusters Score -3355144 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3356397.750000 Penalty: 3392.793945
	Iteration 11Q: 3 clusters Score -3356398 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3357045.750000 Penalty: 3392.793945
	Iteration 12Q: 3 clusters Score -3357046 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3357262.000000 Penalty: 3392.793945
	Iteration 13Q: 3 clusters Score -3357262 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3357381.500000 Penalty: 3392.793945
	Iteration 14Q: 3 clusters Score -3357382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3357423.750000 Penalty: 3392.793945
	Iteration 15Q: 3 clusters Score -3357424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3357461.750000 Penalty: 3392.793945
	Iteration 16Q: 3 clusters Score -3357462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3357463.500000 Penalty: 3392.793945
	Iteration 17Q: 3 clusters Score -3357464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3357471.750000 Penalty: 3392.793945
	Iteration 18Q: 3 clusters Score -3357472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3357480.250000 Penalty: 3392.793945
	Iteration 19Q: 3 clusters Score -3357480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3357480.000000 Penalty: 3392.793945
	Iteration 20F: 3 clusters Score -3357480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3357499.750000 Penalty: 3392.793945
	Iteration 21Q: 3 clusters Score -3357500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3357510.500000 Penalty: 3392.793945
	Iteration 22Q: 3 clusters Score -3357510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3357505.500000 Penalty: 3392.793945
	Iteration 23Q: 3 clusters Score -3357506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3357505.500000 Penalty: 3392.793945
	Iteration 24Q: 3 clusters Score -3357506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3357507.750000 Penalty: 3392.793945
	Iteration 25Q: 3 clusters Score -3357508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3357508.750000 Penalty: 3392.793945
	Iteration 26Q: 3 clusters Score -3357509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3357511.500000 Penalty: 3392.793945
	Iteration 27Q: 3 clusters Score -3357512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3357508.500000 Penalty: 3392.793945
	Iteration 28Q: 3 clusters Score -3357508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3357508.500000 Penalty: 3392.793945
	Iteration 29F: 3 clusters Score -3357508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Entering Unmasked Estep 
Score: -3633290.750000 Penalty: 1713.403931
	Iteration 0F: 2 clusters Score -3633291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -3608120.250000 Penalty: 3426.807861
	Iteration 0F: 3 clusters Score -3608120 nChanged 17731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3618118.000000 Penalty: 3426.807861
	Iteration 1F: 3 clusters Score -3618118 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3618606.250000 Penalty: 3426.807861
	Iteration 2Q: 3 clusters Score -3618606 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3619167.750000 Penalty: 3426.807861
	Iteration 3Q: 3 clusters Score -3619168 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3619862.750000 Penalty: 3426.807861
	Iteration 4Q: 3 clusters Score -3619863 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3620743.000000 Penalty: 3426.807861
	Iteration 5F: 3 clusters Score -3620743 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3621909.500000 Penalty: 3426.807861
	Iteration 6F: 3 clusters Score -3621910 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3623321.750000 Penalty: 3426.807861
	Iteration 7F: 3 clusters Score -3623322 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3625019.000000 Penalty: 3426.807861
	Iteration 8F: 3 clusters Score -3625019 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3626385.250000 Penalty: 3426.807861
	Iteration 9F: 3 clusters Score -3626385 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3627286.000000 Penalty: 3426.807861
	Iteration 10Q: 3 clusters Score -3627286 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3627767.000000 Penalty: 3426.807861
	Iteration 11Q: 3 clusters Score -3627767 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3628049.000000 Penalty: 3426.807861
	Iteration 12Q: 3 clusters Score -3628049 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3628273.500000 Penalty: 3426.807861
	Iteration 13Q: 3 clusters Score -3628274 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3628471.500000 Penalty: 3426.807861
	Iteration 14Q: 3 clusters Score -3628472 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3628667.250000 Penalty: 3426.807861
	Iteration 15Q: 3 clusters Score -3628667 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3628828.750000 Penalty: 3426.807861
	Iteration 16Q: 3 clusters Score -3628829 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3629016.750000 Penalty: 3426.807861
	Iteration 17Q: 3 clusters Score -3629017 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3629147.750000 Penalty: 3426.807861
	Iteration 18Q: 3 clusters Score -3629148 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3629267.000000 Penalty: 3426.807861
	Iteration 19Q: 3 clusters Score -3629267 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3629382.500000 Penalty: 3426.807861
	Iteration 20F: 3 clusters Score -3629382 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3629510.750000 Penalty: 3426.807861
	Iteration 21Q: 3 clusters Score -3629511 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3629651.500000 Penalty: 3426.807861
	Iteration 22Q: 3 clusters Score -3629652 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3629840.750000 Penalty: 3426.807861
	Iteration 23Q: 3 clusters Score -3629841 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3630190.500000 Penalty: 3426.807861
	Iteration 24Q: 3 clusters Score -3630190 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3630591.750000 Penalty: 3426.807861
	Iteration 25Q: 3 clusters Score -3630592 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3631010.000000 Penalty: 3426.807861
	Iteration 26Q: 3 clusters Score -3631010 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3631379.250000 Penalty: 3426.807861
	Iteration 27Q: 3 clusters Score -3631379 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3631600.750000 Penalty: 3426.807861
	Iteration 28Q: 3 clusters Score -3631601 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3631775.000000 Penalty: 3426.807861
	Iteration 29Q: 3 clusters Score -3631775 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3631890.750000 Penalty: 3426.807861
	Iteration 30Q: 3 clusters Score -3631891 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3631981.250000 Penalty: 3426.807861
	Iteration 31Q: 3 clusters Score -3631981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3632042.250000 Penalty: 3426.807861
	Iteration 32Q: 3 clusters Score -3632042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3632096.250000 Penalty: 3426.807861
	Iteration 33Q: 3 clusters Score -3632096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3632124.000000 Penalty: 3426.807861
	Iteration 34Q: 3 clusters Score -3632124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3632159.000000 Penalty: 3426.807861
	Iteration 35Q: 3 clusters Score -3632159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3632161.500000 Penalty: 3426.807861
	Iteration 36Q: 3 clusters Score -3632162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3632175.250000 Penalty: 3426.807861
	Iteration 37Q: 3 clusters Score -3632175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3632187.500000 Penalty: 3426.807861
	Iteration 38Q: 3 clusters Score -3632188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3632205.750000 Penalty: 3426.807861
	Iteration 39Q: 3 clusters Score -3632206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3632213.250000 Penalty: 3426.807861
	Iteration 40F: 3 clusters Score -3632213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3632211.250000 Penalty: 3426.807861
	Iteration 41Q: 3 clusters Score -3632211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3632219.500000 Penalty: 3426.807861
	Iteration 42Q: 3 clusters Score -3632220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3632220.750000 Penalty: 3426.807861
	Iteration 43Q: 3 clusters Score -3632221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3632217.500000 Penalty: 3426.807861
	Iteration 44Q: 3 clusters Score -3632218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3632217.750000 Penalty: 3426.807861
	Iteration 45Q: 3 clusters Score -3632218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3632217.750000 Penalty: 3426.807861
	Iteration 46Q: 3 clusters Score -3632218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3632217.250000 Penalty: 3426.807861
	Iteration 47Q: 3 clusters Score -3632217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3632234.250000 Penalty: 3426.807861
	Iteration 48Q: 3 clusters Score -3632234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3632233.750000 Penalty: 3426.807861
	Iteration 49Q: 3 clusters Score -3632234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3632227.750000 Penalty: 3426.807861
	Iteration 50Q: 3 clusters Score -3632228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3632236.000000 Penalty: 3426.807861
	Iteration 51Q: 3 clusters Score -3632236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3632232.500000 Penalty: 3426.807861
	Iteration 52Q: 3 clusters Score -3632232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3632229.000000 Penalty: 3426.807861
	Iteration 53Q: 3 clusters Score -3632229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3632226.000000 Penalty: 3426.807861
	Iteration 54Q: 3 clusters Score -3632226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3632224.250000 Penalty: 3426.807861
	Iteration 55Q: 3 clusters Score -3632224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3632224.750000 Penalty: 3426.807861
	Iteration 56Q: 3 clusters Score -3632225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3632229.500000 Penalty: 3426.807861
	Iteration 57Q: 3 clusters Score -3632230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3632233.500000 Penalty: 3426.807861
	Iteration 58Q: 3 clusters Score -3632234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3632233.000000 Penalty: 3426.807861
	Iteration 59Q: 3 clusters Score -3632233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3632228.250000 Penalty: 3426.807861
	Iteration 60F: 3 clusters Score -3632228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3632227.000000 Penalty: 3426.807861
	Iteration 61Q: 3 clusters Score -3632227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3632231.500000 Penalty: 3426.807861
	Iteration 62Q: 3 clusters Score -3632232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3632225.750000 Penalty: 3426.807861
	Iteration 63Q: 3 clusters Score -3632226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3632226.750000 Penalty: 3426.807861
	Iteration 64Q: 3 clusters Score -3632227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3632224.750000 Penalty: 3426.807861
	Iteration 65Q: 3 clusters Score -3632225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3632225.000000 Penalty: 3426.807861
	Iteration 66Q: 3 clusters Score -3632225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3632225.000000 Penalty: 3426.807861
	Iteration 67F: 3 clusters Score -3632225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -123361.414062 Penalty: 1178.458740
	Iteration 0F: 2 clusters Score -123361.4 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 726 members 
Entering Unmasked Estep 
Score: -121638.000000 Penalty: 2356.917480
	Iteration 0F: 3 clusters Score -121638 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -121967.750000 Penalty: 2356.917480
	Iteration 1F: 3 clusters Score -121967.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122050.109375 Penalty: 2356.917480
	Iteration 2F: 3 clusters Score -122050.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -122086.085938 Penalty: 2356.917480
	Iteration 3Q: 3 clusters Score -122086.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122103.046875 Penalty: 2356.917480
	Iteration 4Q: 3 clusters Score -122103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -122116.789062 Penalty: 2356.917480
	Iteration 5Q: 3 clusters Score -122116.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122139.640625 Penalty: 2356.917480
	Iteration 6Q: 3 clusters Score -122139.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122157.328125 Penalty: 2356.917480
	Iteration 7Q: 3 clusters Score -122157.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122166.195312 Penalty: 2356.917480
	Iteration 8Q: 3 clusters Score -122166.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122172.609375 Penalty: 2356.917480
	Iteration 9Q: 3 clusters Score -122172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122177.359375 Penalty: 2356.917480
	Iteration 10Q: 3 clusters Score -122177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122180.039062 Penalty: 2356.917480
	Iteration 11Q: 3 clusters Score -122180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122183.375000 Penalty: 2356.917480
	Iteration 12Q: 3 clusters Score -122183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122186.695312 Penalty: 2356.917480
	Iteration 13Q: 3 clusters Score -122186.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122189.664062 Penalty: 2356.917480
	Iteration 14Q: 3 clusters Score -122189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -122191.367188 Penalty: 2356.917480
	Iteration 15Q: 3 clusters Score -122191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122193.921875 Penalty: 2356.917480
	Iteration 16Q: 3 clusters Score -122193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122197.851562 Penalty: 2356.917480
	Iteration 17Q: 3 clusters Score -122197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122201.226562 Penalty: 2356.917480
	Iteration 18Q: 3 clusters Score -122201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -122203.320312 Penalty: 2356.917480
	Iteration 19Q: 3 clusters Score -122203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122204.687500 Penalty: 2356.917480
	Iteration 20F: 3 clusters Score -122204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122205.664062 Penalty: 2356.917480
	Iteration 21Q: 3 clusters Score -122205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -122206.710938 Penalty: 2356.917480
	Iteration 22Q: 3 clusters Score -122206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122208.250000 Penalty: 2356.917480
	Iteration 23Q: 3 clusters Score -122208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122208.812500 Penalty: 2356.917480
	Iteration 24Q: 3 clusters Score -122208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122209.257812 Penalty: 2356.917480
	Iteration 25Q: 3 clusters Score -122209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -122209.648438 Penalty: 2356.917480
	Iteration 26Q: 3 clusters Score -122209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122211.414062 Penalty: 2356.917480
	Iteration 27Q: 3 clusters Score -122211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122213.960938 Penalty: 2356.917480
	Iteration 28Q: 3 clusters Score -122214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122214.390625 Penalty: 2356.917480
	Iteration 29Q: 3 clusters Score -122214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122214.757812 Penalty: 2356.917480
	Iteration 30Q: 3 clusters Score -122214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122215.882812 Penalty: 2356.917480
	Iteration 31Q: 3 clusters Score -122215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122217.390625 Penalty: 2356.917480
	Iteration 32Q: 3 clusters Score -122217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -122218.320312 Penalty: 2356.917480
	Iteration 33Q: 3 clusters Score -122218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -122218.320312 Penalty: 2356.917480
	Iteration 34F: 3 clusters Score -122218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -210517.203125 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -210517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -208257.375000 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -208257.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -208747.234375 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -208747.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -208851.140625 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -208851.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -208925.125000 Penalty: 2514.157959
	Iteration 3F: 3 clusters Score -208925.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -208975.234375 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -208975.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -209034.953125 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -209035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -209102.796875 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -209102.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -209168.968750 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -209169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -209222.593750 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -209222.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -209269.062500 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -209269.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -209313.281250 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -209313.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -209345.265625 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -209345.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -209369.265625 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -209369.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -209396.718750 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -209396.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -209433.078125 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -209433.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -209463.343750 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -209463.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -209498.718750 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -209498.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -209532.328125 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -209532.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -209567.000000 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -209567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -209587.687500 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -209587.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -209606.218750 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -209606.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -209623.187500 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -209623.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -209635.046875 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -209635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -209640.765625 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -209640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -209650.000000 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -209650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -209660.609375 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -209660.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -209669.796875 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -209669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -209678.390625 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -209678.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -209688.984375 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -209689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -209703.703125 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -209703.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -209722.156250 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -209722.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -209736.953125 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -209737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -209754.750000 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -209754.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -209762.625000 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -209762.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -209773.234375 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -209773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -209781.093750 Penalty: 2514.157959
	Iteration 35Q: 3 clusters Score -209781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -209790.546875 Penalty: 2514.157959
	Iteration 36Q: 3 clusters Score -209790.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -209802.734375 Penalty: 2514.157959
	Iteration 37Q: 3 clusters Score -209802.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -209813.078125 Penalty: 2514.157959
	Iteration 38Q: 3 clusters Score -209813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -209817.390625 Penalty: 2514.157959
	Iteration 39Q: 3 clusters Score -209817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -209820.312500 Penalty: 2514.157959
	Iteration 40F: 3 clusters Score -209820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -209821.687500 Penalty: 2514.157959
	Iteration 41Q: 3 clusters Score -209821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -209821.671875 Penalty: 2514.157959
	Iteration 42Q: 3 clusters Score -209821.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -209821.671875 Penalty: 2514.157959
	Iteration 43F: 3 clusters Score -209821.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Entering Unmasked Estep 
Score: -3739334.500000 Penalty: 1717.634766
	Iteration 0F: 2 clusters Score -3739334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3715300.500000 Penalty: 3435.269531
	Iteration 0F: 3 clusters Score -3715300 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3725195.750000 Penalty: 3435.269531
	Iteration 1F: 3 clusters Score -3725196 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3725527.250000 Penalty: 3435.269531
	Iteration 2Q: 3 clusters Score -3725527 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3725899.750000 Penalty: 3435.269531
	Iteration 3Q: 3 clusters Score -3725900 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3726317.250000 Penalty: 3435.269531
	Iteration 4Q: 3 clusters Score -3726317 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3726906.000000 Penalty: 3435.269531
	Iteration 5Q: 3 clusters Score -3726906 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3727804.750000 Penalty: 3435.269531
	Iteration 6Q: 3 clusters Score -3727805 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3729231.000000 Penalty: 3435.269531
	Iteration 7F: 3 clusters Score -3729231 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -3731356.500000 Penalty: 3435.269531
	Iteration 8F: 3 clusters Score -3731356 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3733971.750000 Penalty: 3435.269531
	Iteration 9F: 3 clusters Score -3733972 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -3736036.000000 Penalty: 3435.269531
	Iteration 10F: 3 clusters Score -3736036 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3736904.250000 Penalty: 3435.269531
	Iteration 11Q: 3 clusters Score -3736904 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -3737443.500000 Penalty: 3435.269531
	Iteration 12Q: 3 clusters Score -3737444 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -3737688.000000 Penalty: 3435.269531
	Iteration 13Q: 3 clusters Score -3737688 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -3737863.000000 Penalty: 3435.269531
	Iteration 14Q: 3 clusters Score -3737863 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3737972.250000 Penalty: 3435.269531
	Iteration 15Q: 3 clusters Score -3737972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -3738005.000000 Penalty: 3435.269531
	Iteration 16Q: 3 clusters Score -3738005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -3738050.750000 Penalty: 3435.269531
	Iteration 17Q: 3 clusters Score -3738051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -3738086.000000 Penalty: 3435.269531
	Iteration 18Q: 3 clusters Score -3738086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3738109.000000 Penalty: 3435.269531
	Iteration 19Q: 3 clusters Score -3738109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -3738114.750000 Penalty: 3435.269531
	Iteration 20F: 3 clusters Score -3738115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -3738131.250000 Penalty: 3435.269531
	Iteration 21Q: 3 clusters Score -3738131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -3738146.250000 Penalty: 3435.269531
	Iteration 22Q: 3 clusters Score -3738146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -3738152.750000 Penalty: 3435.269531
	Iteration 23Q: 3 clusters Score -3738153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -3738152.500000 Penalty: 3435.269531
	Iteration 24Q: 3 clusters Score -3738152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -3738147.750000 Penalty: 3435.269531
	Iteration 25Q: 3 clusters Score -3738148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -3738150.750000 Penalty: 3435.269531
	Iteration 26Q: 3 clusters Score -3738151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -3738152.500000 Penalty: 3435.269531
	Iteration 27Q: 3 clusters Score -3738152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -3738152.000000 Penalty: 3435.269531
	Iteration 28Q: 3 clusters Score -3738152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -3738155.250000 Penalty: 3435.269531
	Iteration 29Q: 3 clusters Score -3738155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -3738162.750000 Penalty: 3435.269531
	Iteration 30Q: 3 clusters Score -3738163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -3738161.000000 Penalty: 3435.269531
	Iteration 31Q: 3 clusters Score -3738161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -3738161.000000 Penalty: 3435.269531
	Iteration 32Q: 3 clusters Score -3738161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -3738161.000000 Penalty: 3435.269531
	Iteration 33Q: 3 clusters Score -3738161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -3738158.500000 Penalty: 3435.269531
	Iteration 34Q: 3 clusters Score -3738158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -3738162.250000 Penalty: 3435.269531
	Iteration 35Q: 3 clusters Score -3738162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -3738160.000000 Penalty: 3435.269531
	Iteration 36Q: 3 clusters Score -3738160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -3738160.000000 Penalty: 3435.269531
	Iteration 37F: 3 clusters Score -3738160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -401239.125000 Penalty: 1360.514771
	Iteration 0F: 2 clusters Score -401239.1 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 2180 members 
Entering Unmasked Estep 
Score: -397695.312500 Penalty: 2721.029541
	Iteration 0F: 3 clusters Score -397695.3 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -398682.437500 Penalty: 2721.029541
	Iteration 1F: 3 clusters Score -398682.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -398902.843750 Penalty: 2721.029541
	Iteration 2F: 3 clusters Score -398902.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -399068.375000 Penalty: 2721.029541
	Iteration 3F: 3 clusters Score -399068.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -399210.906250 Penalty: 2721.029541
	Iteration 4F: 3 clusters Score -399210.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -399342.906250 Penalty: 2721.029541
	Iteration 5Q: 3 clusters Score -399342.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -399476.593750 Penalty: 2721.029541
	Iteration 6Q: 3 clusters Score -399476.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -399584.468750 Penalty: 2721.029541
	Iteration 7Q: 3 clusters Score -399584.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -399673.062500 Penalty: 2721.029541
	Iteration 8Q: 3 clusters Score -399673.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -399768.187500 Penalty: 2721.029541
	Iteration 9Q: 3 clusters Score -399768.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -399845.093750 Penalty: 2721.029541
	Iteration 10Q: 3 clusters Score -399845.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -399925.218750 Penalty: 2721.029541
	Iteration 11Q: 3 clusters Score -399925.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -399968.468750 Penalty: 2721.029541
	Iteration 12Q: 3 clusters Score -399968.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -400005.468750 Penalty: 2721.029541
	Iteration 13Q: 3 clusters Score -400005.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -400041.125000 Penalty: 2721.029541
	Iteration 14Q: 3 clusters Score -400041.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -400068.312500 Penalty: 2721.029541
	Iteration 15Q: 3 clusters Score -400068.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -400087.968750 Penalty: 2721.029541
	Iteration 16Q: 3 clusters Score -400088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -400104.750000 Penalty: 2721.029541
	Iteration 17Q: 3 clusters Score -400104.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -400113.281250 Penalty: 2721.029541
	Iteration 18Q: 3 clusters Score -400113.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -400121.125000 Penalty: 2721.029541
	Iteration 19Q: 3 clusters Score -400121.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -400125.343750 Penalty: 2721.029541
	Iteration 20F: 3 clusters Score -400125.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -400130.156250 Penalty: 2721.029541
	Iteration 21Q: 3 clusters Score -400130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -400132.906250 Penalty: 2721.029541
	Iteration 22Q: 3 clusters Score -400132.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -400142.281250 Penalty: 2721.029541
	Iteration 23Q: 3 clusters Score -400142.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -400148.343750 Penalty: 2721.029541
	Iteration 24Q: 3 clusters Score -400148.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -400151.531250 Penalty: 2721.029541
	Iteration 25Q: 3 clusters Score -400151.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -400153.312500 Penalty: 2721.029541
	Iteration 26Q: 3 clusters Score -400153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -400154.875000 Penalty: 2721.029541
	Iteration 27Q: 3 clusters Score -400154.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -400158.531250 Penalty: 2721.029541
	Iteration 28Q: 3 clusters Score -400158.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -400159.250000 Penalty: 2721.029541
	Iteration 29Q: 3 clusters Score -400159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -400161.187500 Penalty: 2721.029541
	Iteration 30Q: 3 clusters Score -400161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -400162.937500 Penalty: 2721.029541
	Iteration 31Q: 3 clusters Score -400162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -400164.375000 Penalty: 2721.029541
	Iteration 32Q: 3 clusters Score -400164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -400164.281250 Penalty: 2721.029541
	Iteration 33Q: 3 clusters Score -400164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -400164.281250 Penalty: 2721.029541
	Iteration 34F: 3 clusters Score -400164.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -126884.289062 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -126884.3 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 687 members 
Entering Unmasked Estep 
Score: -125182.390625 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -125182.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -125538.617188 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -125538.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125724.351562 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -125724.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125903.000000 Penalty: 2350.873047
	Iteration 3F: 3 clusters Score -125903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126029.734375 Penalty: 2350.873047
	Iteration 4F: 3 clusters Score -126029.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -126124.703125 Penalty: 2350.873047
	Iteration 5F: 3 clusters Score -126124.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126221.601562 Penalty: 2350.873047
	Iteration 6Q: 3 clusters Score -126221.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126281.976562 Penalty: 2350.873047
	Iteration 7Q: 3 clusters Score -126282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126321.843750 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -126321.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126344.453125 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -126344.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -126351.718750 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -126351.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126361.023438 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -126361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126365.585938 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -126365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -126367.937500 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -126367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126368.070312 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -126368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126368.070312 Penalty: 2350.873047
	Iteration 15F: 3 clusters Score -126368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -418231.781250 Penalty: 1369.502197
	Iteration 0F: 2 clusters Score -418231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -414489.437500 Penalty: 2739.004395
	Iteration 0F: 3 clusters Score -414489.4 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -415497.406250 Penalty: 2739.004395
	Iteration 1F: 3 clusters Score -415497.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -415741.562500 Penalty: 2739.004395
	Iteration 2F: 3 clusters Score -415741.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -415928.750000 Penalty: 2739.004395
	Iteration 3F: 3 clusters Score -415928.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -416113.156250 Penalty: 2739.004395
	Iteration 4F: 3 clusters Score -416113.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -416284.281250 Penalty: 2739.004395
	Iteration 5F: 3 clusters Score -416284.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -416446.125000 Penalty: 2739.004395
	Iteration 6Q: 3 clusters Score -416446.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -416597.156250 Penalty: 2739.004395
	Iteration 7Q: 3 clusters Score -416597.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -416764.718750 Penalty: 2739.004395
	Iteration 8Q: 3 clusters Score -416764.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -416931.968750 Penalty: 2739.004395
	Iteration 9Q: 3 clusters Score -416932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -417039.281250 Penalty: 2739.004395
	Iteration 10Q: 3 clusters Score -417039.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -417114.062500 Penalty: 2739.004395
	Iteration 11Q: 3 clusters Score -417114.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -417175.156250 Penalty: 2739.004395
	Iteration 12Q: 3 clusters Score -417175.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -417208.406250 Penalty: 2739.004395
	Iteration 13Q: 3 clusters Score -417208.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -417228.593750 Penalty: 2739.004395
	Iteration 14Q: 3 clusters Score -417228.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -417243.531250 Penalty: 2739.004395
	Iteration 15Q: 3 clusters Score -417243.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -417259.062500 Penalty: 2739.004395
	Iteration 16Q: 3 clusters Score -417259.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -417273.687500 Penalty: 2739.004395
	Iteration 17Q: 3 clusters Score -417273.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -417287.468750 Penalty: 2739.004395
	Iteration 18Q: 3 clusters Score -417287.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -417302.250000 Penalty: 2739.004395
	Iteration 19Q: 3 clusters Score -417302.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -417316.875000 Penalty: 2739.004395
	Iteration 20F: 3 clusters Score -417316.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -417331.500000 Penalty: 2739.004395
	Iteration 21Q: 3 clusters Score -417331.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -417337.437500 Penalty: 2739.004395
	Iteration 22Q: 3 clusters Score -417337.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -417343.875000 Penalty: 2739.004395
	Iteration 23Q: 3 clusters Score -417343.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -417352.562500 Penalty: 2739.004395
	Iteration 24Q: 3 clusters Score -417352.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -417358.000000 Penalty: 2739.004395
	Iteration 25Q: 3 clusters Score -417358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -417362.093750 Penalty: 2739.004395
	Iteration 26Q: 3 clusters Score -417362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -417366.687500 Penalty: 2739.004395
	Iteration 27Q: 3 clusters Score -417366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -417366.593750 Penalty: 2739.004395
	Iteration 28Q: 3 clusters Score -417366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -417368.375000 Penalty: 2739.004395
	Iteration 29Q: 3 clusters Score -417368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -417369.718750 Penalty: 2739.004395
	Iteration 30Q: 3 clusters Score -417369.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -417370.562500 Penalty: 2739.004395
	Iteration 31Q: 3 clusters Score -417370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -417370.562500 Penalty: 2739.004395
	Iteration 32F: 3 clusters Score -417370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40573.597656 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40573.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40698.230469 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40698.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40735.984375 Penalty: 2001.705933
	Iteration 2Q: 3 clusters Score -40735.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40752.292969 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40752.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40762.382812 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40762.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40771.882812 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40771.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40781.039062 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -40781.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40784.722656 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -40784.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40791.304688 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -40791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40795.585938 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -40795.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40796.523438 Penalty: 2001.705933
	Iteration 10Q: 3 clusters Score -40796.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40797.937500 Penalty: 2001.705933
	Iteration 11Q: 3 clusters Score -40797.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40797.937500 Penalty: 2001.705933
	Iteration 12F: 3 clusters Score -40797.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -516412.156250 Penalty: 1404.076782
	Iteration 0F: 2 clusters Score -516412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -512040.062500 Penalty: 2808.153564
	Iteration 0F: 3 clusters Score -512040.1 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -513287.156250 Penalty: 2808.153564
	Iteration 1F: 3 clusters Score -513287.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -513485.562500 Penalty: 2808.153564
	Iteration 2F: 3 clusters Score -513485.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -513673.281250 Penalty: 2808.153564
	Iteration 3F: 3 clusters Score -513673.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -513842.781250 Penalty: 2808.153564
	Iteration 4F: 3 clusters Score -513842.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -514036.000000 Penalty: 2808.153564
	Iteration 5F: 3 clusters Score -514036 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -514246.531250 Penalty: 2808.153564
	Iteration 6F: 3 clusters Score -514246.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -514412.093750 Penalty: 2808.153564
	Iteration 7Q: 3 clusters Score -514412.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -514543.187500 Penalty: 2808.153564
	Iteration 8Q: 3 clusters Score -514543.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -514660.125000 Penalty: 2808.153564
	Iteration 9Q: 3 clusters Score -514660.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -514737.937500 Penalty: 2808.153564
	Iteration 10Q: 3 clusters Score -514737.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -514794.406250 Penalty: 2808.153564
	Iteration 11Q: 3 clusters Score -514794.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -514832.437500 Penalty: 2808.153564
	Iteration 12Q: 3 clusters Score -514832.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -514863.812500 Penalty: 2808.153564
	Iteration 13Q: 3 clusters Score -514863.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -514900.875000 Penalty: 2808.153564
	Iteration 14Q: 3 clusters Score -514900.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -514933.156250 Penalty: 2808.153564
	Iteration 15Q: 3 clusters Score -514933.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -514967.093750 Penalty: 2808.153564
	Iteration 16Q: 3 clusters Score -514967.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -514995.000000 Penalty: 2808.153564
	Iteration 17Q: 3 clusters Score -514995 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -515021.312500 Penalty: 2808.153564
	Iteration 18Q: 3 clusters Score -515021.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -515056.750000 Penalty: 2808.153564
	Iteration 19Q: 3 clusters Score -515056.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -515094.281250 Penalty: 2808.153564
	Iteration 20F: 3 clusters Score -515094.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -515140.843750 Penalty: 2808.153564
	Iteration 21Q: 3 clusters Score -515140.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -515191.312500 Penalty: 2808.153564
	Iteration 22Q: 3 clusters Score -515191.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -515241.218750 Penalty: 2808.153564
	Iteration 23Q: 3 clusters Score -515241.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -515287.468750 Penalty: 2808.153564
	Iteration 24Q: 3 clusters Score -515287.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -515327.062500 Penalty: 2808.153564
	Iteration 25Q: 3 clusters Score -515327.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -515372.312500 Penalty: 2808.153564
	Iteration 26Q: 3 clusters Score -515372.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -515414.781250 Penalty: 2808.153564
	Iteration 27Q: 3 clusters Score -515414.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -515446.562500 Penalty: 2808.153564
	Iteration 28Q: 3 clusters Score -515446.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -515474.500000 Penalty: 2808.153564
	Iteration 29Q: 3 clusters Score -515474.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -515492.156250 Penalty: 2808.153564
	Iteration 30Q: 3 clusters Score -515492.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -515501.937500 Penalty: 2808.153564
	Iteration 31Q: 3 clusters Score -515501.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -515509.750000 Penalty: 2808.153564
	Iteration 32Q: 3 clusters Score -515509.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -515518.281250 Penalty: 2808.153564
	Iteration 33Q: 3 clusters Score -515518.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -515526.687500 Penalty: 2808.153564
	Iteration 34Q: 3 clusters Score -515526.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -515537.156250 Penalty: 2808.153564
	Iteration 35Q: 3 clusters Score -515537.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -515548.156250 Penalty: 2808.153564
	Iteration 36Q: 3 clusters Score -515548.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -515559.156250 Penalty: 2808.153564
	Iteration 37Q: 3 clusters Score -515559.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -515569.218750 Penalty: 2808.153564
	Iteration 38Q: 3 clusters Score -515569.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -515576.093750 Penalty: 2808.153564
	Iteration 39Q: 3 clusters Score -515576.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -515582.437500 Penalty: 2808.153564
	Iteration 40F: 3 clusters Score -515582.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -515586.250000 Penalty: 2808.153564
	Iteration 41Q: 3 clusters Score -515586.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -515591.375000 Penalty: 2808.153564
	Iteration 42Q: 3 clusters Score -515591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -515593.875000 Penalty: 2808.153564
	Iteration 43Q: 3 clusters Score -515593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -515595.343750 Penalty: 2808.153564
	Iteration 44Q: 3 clusters Score -515595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -515596.531250 Penalty: 2808.153564
	Iteration 45Q: 3 clusters Score -515596.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -515598.968750 Penalty: 2808.153564
	Iteration 46Q: 3 clusters Score -515599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -515601.281250 Penalty: 2808.153564
	Iteration 47Q: 3 clusters Score -515601.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -515603.125000 Penalty: 2808.153564
	Iteration 48Q: 3 clusters Score -515603.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -515605.406250 Penalty: 2808.153564
	Iteration 49Q: 3 clusters Score -515605.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -515607.875000 Penalty: 2808.153564
	Iteration 50Q: 3 clusters Score -515607.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -515611.343750 Penalty: 2808.153564
	Iteration 51Q: 3 clusters Score -515611.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -515612.593750 Penalty: 2808.153564
	Iteration 52Q: 3 clusters Score -515612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -515612.187500 Penalty: 2808.153564
	Iteration 53Q: 3 clusters Score -515612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -515614.562500 Penalty: 2808.153564
	Iteration 54Q: 3 clusters Score -515614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -515613.875000 Penalty: 2808.153564
	Iteration 55Q: 3 clusters Score -515613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -515615.187500 Penalty: 2808.153564
	Iteration 56Q: 3 clusters Score -515615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -515615.968750 Penalty: 2808.153564
	Iteration 57Q: 3 clusters Score -515616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -515616.000000 Penalty: 2808.153564
	Iteration 58Q: 3 clusters Score -515616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -515616.312500 Penalty: 2808.153564
	Iteration 59Q: 3 clusters Score -515616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -515618.656250 Penalty: 2808.153564
	Iteration 60F: 3 clusters Score -515618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -515618.281250 Penalty: 2808.153564
	Iteration 61Q: 3 clusters Score -515618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -515619.593750 Penalty: 2808.153564
	Iteration 62Q: 3 clusters Score -515619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -515619.593750 Penalty: 2808.153564
	Iteration 63F: 3 clusters Score -515619.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -407358.187500 Penalty: 1364.887939
	Iteration 0F: 2 clusters Score -407358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -403753.218750 Penalty: 2729.775879
	Iteration 0F: 3 clusters Score -403753.2 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -404759.343750 Penalty: 2729.775879
	Iteration 1F: 3 clusters Score -404759.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -404958.437500 Penalty: 2729.775879
	Iteration 2F: 3 clusters Score -404958.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -405077.062500 Penalty: 2729.775879
	Iteration 3F: 3 clusters Score -405077.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -405202.937500 Penalty: 2729.775879
	Iteration 4Q: 3 clusters Score -405202.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -405315.093750 Penalty: 2729.775879
	Iteration 5Q: 3 clusters Score -405315.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -405412.468750 Penalty: 2729.775879
	Iteration 6Q: 3 clusters Score -405412.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -405512.687500 Penalty: 2729.775879
	Iteration 7Q: 3 clusters Score -405512.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -405634.218750 Penalty: 2729.775879
	Iteration 8Q: 3 clusters Score -405634.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -405782.125000 Penalty: 2729.775879
	Iteration 9Q: 3 clusters Score -405782.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -405935.218750 Penalty: 2729.775879
	Iteration 10Q: 3 clusters Score -405935.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -406096.531250 Penalty: 2729.775879
	Iteration 11Q: 3 clusters Score -406096.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -406216.000000 Penalty: 2729.775879
	Iteration 12Q: 3 clusters Score -406216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -406284.000000 Penalty: 2729.775879
	Iteration 13Q: 3 clusters Score -406284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -406330.343750 Penalty: 2729.775879
	Iteration 14Q: 3 clusters Score -406330.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -406367.281250 Penalty: 2729.775879
	Iteration 15Q: 3 clusters Score -406367.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -406395.531250 Penalty: 2729.775879
	Iteration 16Q: 3 clusters Score -406395.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -406419.406250 Penalty: 2729.775879
	Iteration 17Q: 3 clusters Score -406419.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -406448.031250 Penalty: 2729.775879
	Iteration 18Q: 3 clusters Score -406448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -406480.593750 Penalty: 2729.775879
	Iteration 19Q: 3 clusters Score -406480.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -406502.531250 Penalty: 2729.775879
	Iteration 20F: 3 clusters Score -406502.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -406517.750000 Penalty: 2729.775879
	Iteration 21Q: 3 clusters Score -406517.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -406533.281250 Penalty: 2729.775879
	Iteration 22Q: 3 clusters Score -406533.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -406545.406250 Penalty: 2729.775879
	Iteration 23Q: 3 clusters Score -406545.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -406555.062500 Penalty: 2729.775879
	Iteration 24Q: 3 clusters Score -406555.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -406564.312500 Penalty: 2729.775879
	Iteration 25Q: 3 clusters Score -406564.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -406579.343750 Penalty: 2729.775879
	Iteration 26Q: 3 clusters Score -406579.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -406591.406250 Penalty: 2729.775879
	Iteration 27Q: 3 clusters Score -406591.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -406598.718750 Penalty: 2729.775879
	Iteration 28Q: 3 clusters Score -406598.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -406604.000000 Penalty: 2729.775879
	Iteration 29Q: 3 clusters Score -406604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -406609.750000 Penalty: 2729.775879
	Iteration 30Q: 3 clusters Score -406609.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -406614.281250 Penalty: 2729.775879
	Iteration 31Q: 3 clusters Score -406614.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -406619.312500 Penalty: 2729.775879
	Iteration 32Q: 3 clusters Score -406619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -406622.375000 Penalty: 2729.775879
	Iteration 33Q: 3 clusters Score -406622.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -406626.250000 Penalty: 2729.775879
	Iteration 34Q: 3 clusters Score -406626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -406629.093750 Penalty: 2729.775879
	Iteration 35Q: 3 clusters Score -406629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -406630.812500 Penalty: 2729.775879
	Iteration 36Q: 3 clusters Score -406630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -406633.750000 Penalty: 2729.775879
	Iteration 37Q: 3 clusters Score -406633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -406636.593750 Penalty: 2729.775879
	Iteration 38Q: 3 clusters Score -406636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -406637.500000 Penalty: 2729.775879
	Iteration 39Q: 3 clusters Score -406637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -406638.187500 Penalty: 2729.775879
	Iteration 40F: 3 clusters Score -406638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -406639.125000 Penalty: 2729.775879
	Iteration 41Q: 3 clusters Score -406639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -406639.375000 Penalty: 2729.775879
	Iteration 42Q: 3 clusters Score -406639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -406639.437500 Penalty: 2729.775879
	Iteration 43Q: 3 clusters Score -406639.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -406639.437500 Penalty: 2729.775879
	Iteration 44F: 3 clusters Score -406639.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Entering Unmasked Estep 
Score: -534267.312500 Penalty: 1404.793335
	Iteration 0F: 2 clusters Score -534267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -529871.312500 Penalty: 2809.586670
	Iteration 0F: 3 clusters Score -529871.3 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -531163.875000 Penalty: 2809.586670
	Iteration 1F: 3 clusters Score -531163.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -531326.750000 Penalty: 2809.586670
	Iteration 2F: 3 clusters Score -531326.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -531441.187500 Penalty: 2809.586670
	Iteration 3Q: 3 clusters Score -531441.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -531536.000000 Penalty: 2809.586670
	Iteration 4Q: 3 clusters Score -531536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -531610.500000 Penalty: 2809.586670
	Iteration 5Q: 3 clusters Score -531610.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -531677.250000 Penalty: 2809.586670
	Iteration 6Q: 3 clusters Score -531677.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -531733.937500 Penalty: 2809.586670
	Iteration 7Q: 3 clusters Score -531733.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -531787.750000 Penalty: 2809.586670
	Iteration 8Q: 3 clusters Score -531787.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -531851.937500 Penalty: 2809.586670
	Iteration 9Q: 3 clusters Score -531851.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -531930.812500 Penalty: 2809.586670
	Iteration 10Q: 3 clusters Score -531930.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -532024.437500 Penalty: 2809.586670
	Iteration 11Q: 3 clusters Score -532024.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -532147.500000 Penalty: 2809.586670
	Iteration 12Q: 3 clusters Score -532147.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -532283.625000 Penalty: 2809.586670
	Iteration 13Q: 3 clusters Score -532283.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -532426.000000 Penalty: 2809.586670
	Iteration 14Q: 3 clusters Score -532426 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -532559.250000 Penalty: 2809.586670
	Iteration 15Q: 3 clusters Score -532559.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -532673.812500 Penalty: 2809.586670
	Iteration 16Q: 3 clusters Score -532673.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -532766.437500 Penalty: 2809.586670
	Iteration 17Q: 3 clusters Score -532766.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -532825.250000 Penalty: 2809.586670
	Iteration 18Q: 3 clusters Score -532825.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -532880.750000 Penalty: 2809.586670
	Iteration 19Q: 3 clusters Score -532880.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -532927.250000 Penalty: 2809.586670
	Iteration 20F: 3 clusters Score -532927.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -532962.937500 Penalty: 2809.586670
	Iteration 21Q: 3 clusters Score -532962.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -532982.562500 Penalty: 2809.586670
	Iteration 22Q: 3 clusters Score -532982.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -532998.500000 Penalty: 2809.586670
	Iteration 23Q: 3 clusters Score -532998.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -533015.375000 Penalty: 2809.586670
	Iteration 24Q: 3 clusters Score -533015.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -533035.750000 Penalty: 2809.586670
	Iteration 25Q: 3 clusters Score -533035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -533046.312500 Penalty: 2809.586670
	Iteration 26Q: 3 clusters Score -533046.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -533057.187500 Penalty: 2809.586670
	Iteration 27Q: 3 clusters Score -533057.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -533070.937500 Penalty: 2809.586670
	Iteration 28Q: 3 clusters Score -533070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -533082.562500 Penalty: 2809.586670
	Iteration 29Q: 3 clusters Score -533082.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -533087.375000 Penalty: 2809.586670
	Iteration 30Q: 3 clusters Score -533087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -533092.875000 Penalty: 2809.586670
	Iteration 31Q: 3 clusters Score -533092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -533094.687500 Penalty: 2809.586670
	Iteration 32Q: 3 clusters Score -533094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -533095.062500 Penalty: 2809.586670
	Iteration 33Q: 3 clusters Score -533095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -533096.562500 Penalty: 2809.586670
	Iteration 34Q: 3 clusters Score -533096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -533097.312500 Penalty: 2809.586670
	Iteration 35Q: 3 clusters Score -533097.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -533098.937500 Penalty: 2809.586670
	Iteration 36Q: 3 clusters Score -533098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -533102.312500 Penalty: 2809.586670
	Iteration 37Q: 3 clusters Score -533102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -533102.562500 Penalty: 2809.586670
	Iteration 38Q: 3 clusters Score -533102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -533103.937500 Penalty: 2809.586670
	Iteration 39Q: 3 clusters Score -533103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -533105.312500 Penalty: 2809.586670
	Iteration 40F: 3 clusters Score -533105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -187048.625000 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -187048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -184764.703125 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -184764.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -185368.687500 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -185368.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -185626.953125 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -185627 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -185815.578125 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -185815.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -186020.078125 Penalty: 2518.389648
	Iteration 4F: 3 clusters Score -186020.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -186195.296875 Penalty: 2518.389648
	Iteration 5F: 3 clusters Score -186195.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -186327.437500 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -186327.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -186460.515625 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -186460.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -186552.609375 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -186552.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -186607.390625 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -186607.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -186639.750000 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -186639.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -186654.703125 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -186654.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -186666.171875 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -186666.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -186674.656250 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -186674.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -186683.640625 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -186683.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -186692.453125 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -186692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -186699.812500 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -186699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -186703.656250 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -186703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -186709.265625 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -186709.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -186714.843750 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -186714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -186723.578125 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -186723.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -186734.312500 Penalty: 2518.389648
	Iteration 21Q: 3 clusters Score -186734.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186743.953125 Penalty: 2518.389648
	Iteration 22Q: 3 clusters Score -186744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -186751.281250 Penalty: 2518.389648
	Iteration 23Q: 3 clusters Score -186751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186756.203125 Penalty: 2518.389648
	Iteration 24Q: 3 clusters Score -186756.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -186760.765625 Penalty: 2518.389648
	Iteration 25Q: 3 clusters Score -186760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -186767.359375 Penalty: 2518.389648
	Iteration 26Q: 3 clusters Score -186767.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186772.062500 Penalty: 2518.389648
	Iteration 27Q: 3 clusters Score -186772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186774.484375 Penalty: 2518.389648
	Iteration 28Q: 3 clusters Score -186774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -186776.250000 Penalty: 2518.389648
	Iteration 29Q: 3 clusters Score -186776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -186777.703125 Penalty: 2518.389648
	Iteration 30Q: 3 clusters Score -186777.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -186778.750000 Penalty: 2518.389648
	Iteration 31Q: 3 clusters Score -186778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -186784.953125 Penalty: 2518.389648
	Iteration 32Q: 3 clusters Score -186785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -186788.156250 Penalty: 2518.389648
	Iteration 33Q: 3 clusters Score -186788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -186789.609375 Penalty: 2518.389648
	Iteration 34Q: 3 clusters Score -186789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -186791.359375 Penalty: 2518.389648
	Iteration 35Q: 3 clusters Score -186791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -186791.421875 Penalty: 2518.389648
	Iteration 36Q: 3 clusters Score -186791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -186791.421875 Penalty: 2518.389648
	Iteration 37F: 3 clusters Score -186791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Entering Unmasked Estep 
Score: -3879503.750000 Penalty: 1719.723877
	Iteration 0F: 2 clusters Score -3879504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3857575.500000 Penalty: 3439.447754
	Iteration 0F: 3 clusters Score -3857576 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3867829.750000 Penalty: 3439.447754
	Iteration 1F: 3 clusters Score -3867830 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3868216.000000 Penalty: 3439.447754
	Iteration 2Q: 3 clusters Score -3868216 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3868600.500000 Penalty: 3439.447754
	Iteration 3Q: 3 clusters Score -3868600 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3868978.000000 Penalty: 3439.447754
	Iteration 4Q: 3 clusters Score -3868978 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3869366.000000 Penalty: 3439.447754
	Iteration 5Q: 3 clusters Score -3869366 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3869811.500000 Penalty: 3439.447754
	Iteration 6Q: 3 clusters Score -3869812 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3870267.500000 Penalty: 3439.447754
	Iteration 7Q: 3 clusters Score -3870268 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3870770.250000 Penalty: 3439.447754
	Iteration 8Q: 3 clusters Score -3870770 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3871287.500000 Penalty: 3439.447754
	Iteration 9Q: 3 clusters Score -3871288 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3871814.750000 Penalty: 3439.447754
	Iteration 10Q: 3 clusters Score -3871815 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3872357.750000 Penalty: 3439.447754
	Iteration 11Q: 3 clusters Score -3872358 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3872970.750000 Penalty: 3439.447754
	Iteration 12Q: 3 clusters Score -3872971 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3873636.750000 Penalty: 3439.447754
	Iteration 13Q: 3 clusters Score -3873637 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3874344.250000 Penalty: 3439.447754
	Iteration 14Q: 3 clusters Score -3874344 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3875055.250000 Penalty: 3439.447754
	Iteration 15Q: 3 clusters Score -3875055 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3875595.750000 Penalty: 3439.447754
	Iteration 16Q: 3 clusters Score -3875596 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3875952.000000 Penalty: 3439.447754
	Iteration 17Q: 3 clusters Score -3875952 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3876169.000000 Penalty: 3439.447754
	Iteration 18Q: 3 clusters Score -3876169 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3876281.250000 Penalty: 3439.447754
	Iteration 19Q: 3 clusters Score -3876281 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3876348.750000 Penalty: 3439.447754
	Iteration 20F: 3 clusters Score -3876349 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3876388.000000 Penalty: 3439.447754
	Iteration 21Q: 3 clusters Score -3876388 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3876450.000000 Penalty: 3439.447754
	Iteration 22Q: 3 clusters Score -3876450 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3876529.000000 Penalty: 3439.447754
	Iteration 23Q: 3 clusters Score -3876529 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3876606.000000 Penalty: 3439.447754
	Iteration 24Q: 3 clusters Score -3876606 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3876692.500000 Penalty: 3439.447754
	Iteration 25Q: 3 clusters Score -3876692 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3876753.250000 Penalty: 3439.447754
	Iteration 26Q: 3 clusters Score -3876753 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3876818.250000 Penalty: 3439.447754
	Iteration 27Q: 3 clusters Score -3876818 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3876892.500000 Penalty: 3439.447754
	Iteration 28Q: 3 clusters Score -3876892 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3876958.500000 Penalty: 3439.447754
	Iteration 29Q: 3 clusters Score -3876958 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3877038.750000 Penalty: 3439.447754
	Iteration 30Q: 3 clusters Score -3877039 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3877130.750000 Penalty: 3439.447754
	Iteration 31Q: 3 clusters Score -3877131 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3877228.000000 Penalty: 3439.447754
	Iteration 32Q: 3 clusters Score -3877228 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3877305.000000 Penalty: 3439.447754
	Iteration 33Q: 3 clusters Score -3877305 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3877415.250000 Penalty: 3439.447754
	Iteration 34Q: 3 clusters Score -3877415 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3877515.750000 Penalty: 3439.447754
	Iteration 35Q: 3 clusters Score -3877516 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3877631.500000 Penalty: 3439.447754
	Iteration 36Q: 3 clusters Score -3877632 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3877761.750000 Penalty: 3439.447754
	Iteration 37Q: 3 clusters Score -3877762 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3877950.000000 Penalty: 3439.447754
	Iteration 38Q: 3 clusters Score -3877950 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3878115.000000 Penalty: 3439.447754
	Iteration 39Q: 3 clusters Score -3878115 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3878310.500000 Penalty: 3439.447754
	Iteration 40F: 3 clusters Score -3878310 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3878545.500000 Penalty: 3439.447754
	Iteration 41Q: 3 clusters Score -3878546 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3878784.750000 Penalty: 3439.447754
	Iteration 42Q: 3 clusters Score -3878785 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3879039.250000 Penalty: 3439.447754
	Iteration 43Q: 3 clusters Score -3879039 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3879270.250000 Penalty: 3439.447754
	Iteration 44Q: 3 clusters Score -3879270 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3879521.500000 Penalty: 3439.447754
	Iteration 45Q: 3 clusters Score -3879522 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3879785.000000 Penalty: 3439.447754
	Iteration 46Q: 3 clusters Score -3879785 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3879973.750000 Penalty: 3439.447754
	Iteration 47Q: 3 clusters Score -3879974 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3880001.500000 Penalty: 3439.447754
	Iteration 48Q: 3 clusters Score -3880002 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3880000.250000 Penalty: 3439.447754
	Iteration 49Q: 3 clusters Score -3880000 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3879929.500000 Penalty: 3439.447754
	Iteration 50Q: 3 clusters Score -3879930 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3879854.500000 Penalty: 3439.447754
	Iteration 51Q: 3 clusters Score -3879854 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3879753.000000 Penalty: 3439.447754
	Iteration 52Q: 3 clusters Score -3879753 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3879618.750000 Penalty: 3439.447754
	Iteration 53Q: 3 clusters Score -3879619 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3879561.500000 Penalty: 3439.447754
	Iteration 54Q: 3 clusters Score -3879562 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3879493.000000 Penalty: 3439.447754
	Iteration 55Q: 3 clusters Score -3879493 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3879421.250000 Penalty: 3439.447754
	Iteration 56Q: 3 clusters Score -3879421 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3879360.250000 Penalty: 3439.447754
	Iteration 57Q: 3 clusters Score -3879360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3879313.000000 Penalty: 3439.447754
	Iteration 58Q: 3 clusters Score -3879313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3879279.500000 Penalty: 3439.447754
	Iteration 59Q: 3 clusters Score -3879280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3879224.500000 Penalty: 3439.447754
	Iteration 60F: 3 clusters Score -3879224 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3879169.500000 Penalty: 3439.447754
	Iteration 61Q: 3 clusters Score -3879170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3879141.250000 Penalty: 3439.447754
	Iteration 62Q: 3 clusters Score -3879141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3879128.500000 Penalty: 3439.447754
	Iteration 63Q: 3 clusters Score -3879128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3879110.000000 Penalty: 3439.447754
	Iteration 64Q: 3 clusters Score -3879110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3879096.000000 Penalty: 3439.447754
	Iteration 65Q: 3 clusters Score -3879096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3879066.250000 Penalty: 3439.447754
	Iteration 66Q: 3 clusters Score -3879066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3879049.500000 Penalty: 3439.447754
	Iteration 67Q: 3 clusters Score -3879050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3879048.500000 Penalty: 3439.447754
	Iteration 68Q: 3 clusters Score -3879048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3879040.500000 Penalty: 3439.447754
	Iteration 69Q: 3 clusters Score -3879040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3879025.250000 Penalty: 3439.447754
	Iteration 70Q: 3 clusters Score -3879025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3879021.500000 Penalty: 3439.447754
	Iteration 71Q: 3 clusters Score -3879022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3879001.250000 Penalty: 3439.447754
	Iteration 72Q: 3 clusters Score -3879001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3878984.750000 Penalty: 3439.447754
	Iteration 73Q: 3 clusters Score -3878985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3878961.500000 Penalty: 3439.447754
	Iteration 74Q: 3 clusters Score -3878962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3878963.000000 Penalty: 3439.447754
	Iteration 75Q: 3 clusters Score -3878963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3878952.750000 Penalty: 3439.447754
	Iteration 76Q: 3 clusters Score -3878953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3878943.000000 Penalty: 3439.447754
	Iteration 77Q: 3 clusters Score -3878943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3878931.000000 Penalty: 3439.447754
	Iteration 78Q: 3 clusters Score -3878931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3878910.000000 Penalty: 3439.447754
	Iteration 79Q: 3 clusters Score -3878910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3878904.500000 Penalty: 3439.447754
	Iteration 80F: 3 clusters Score -3878904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3878897.250000 Penalty: 3439.447754
	Iteration 81Q: 3 clusters Score -3878897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3878896.250000 Penalty: 3439.447754
	Iteration 82Q: 3 clusters Score -3878896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3878895.750000 Penalty: 3439.447754
	Iteration 83Q: 3 clusters Score -3878896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3878885.500000 Penalty: 3439.447754
	Iteration 84Q: 3 clusters Score -3878886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3878879.250000 Penalty: 3439.447754
	Iteration 85Q: 3 clusters Score -3878879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3878880.500000 Penalty: 3439.447754
	Iteration 86Q: 3 clusters Score -3878880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3878881.750000 Penalty: 3439.447754
	Iteration 87Q: 3 clusters Score -3878882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3878872.750000 Penalty: 3439.447754
	Iteration 88Q: 3 clusters Score -3878873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3878856.250000 Penalty: 3439.447754
	Iteration 89Q: 3 clusters Score -3878856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3878847.000000 Penalty: 3439.447754
	Iteration 90Q: 3 clusters Score -3878847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3878846.250000 Penalty: 3439.447754
	Iteration 91Q: 3 clusters Score -3878846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3878833.000000 Penalty: 3439.447754
	Iteration 92Q: 3 clusters Score -3878833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3878821.000000 Penalty: 3439.447754
	Iteration 93Q: 3 clusters Score -3878821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3878819.000000 Penalty: 3439.447754
	Iteration 94Q: 3 clusters Score -3878819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3878797.250000 Penalty: 3439.447754
	Iteration 95Q: 3 clusters Score -3878797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3878790.000000 Penalty: 3439.447754
	Iteration 96Q: 3 clusters Score -3878790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3878782.000000 Penalty: 3439.447754
	Iteration 97Q: 3 clusters Score -3878782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3878787.000000 Penalty: 3439.447754
	Iteration 98Q: 3 clusters Score -3878787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3878782.000000 Penalty: 3439.447754
	Iteration 99Q: 3 clusters Score -3878782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3878777.500000 Penalty: 3439.447754
	Iteration 100F: 3 clusters Score -3878778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3878761.500000 Penalty: 3439.447754
	Iteration 101Q: 3 clusters Score -3878762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3878772.500000 Penalty: 3439.447754
	Iteration 102Q: 3 clusters Score -3878772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3878764.500000 Penalty: 3439.447754
	Iteration 103Q: 3 clusters Score -3878764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3878763.250000 Penalty: 3439.447754
	Iteration 104Q: 3 clusters Score -3878763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3878760.250000 Penalty: 3439.447754
	Iteration 105Q: 3 clusters Score -3878760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3878753.250000 Penalty: 3439.447754
	Iteration 106Q: 3 clusters Score -3878753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3878764.500000 Penalty: 3439.447754
	Iteration 107Q: 3 clusters Score -3878764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3878763.750000 Penalty: 3439.447754
	Iteration 108Q: 3 clusters Score -3878764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3878754.000000 Penalty: 3439.447754
	Iteration 109Q: 3 clusters Score -3878754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3878760.000000 Penalty: 3439.447754
	Iteration 110Q: 3 clusters Score -3878760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3878755.500000 Penalty: 3439.447754
	Iteration 111Q: 3 clusters Score -3878756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3878755.750000 Penalty: 3439.447754
	Iteration 112Q: 3 clusters Score -3878756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3878759.250000 Penalty: 3439.447754
	Iteration 113Q: 3 clusters Score -3878759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3878759.750000 Penalty: 3439.447754
	Iteration 114Q: 3 clusters Score -3878760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3878756.000000 Penalty: 3439.447754
	Iteration 115Q: 3 clusters Score -3878756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3878756.000000 Penalty: 3439.447754
	Iteration 116F: 3 clusters Score -3878756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -435790.437500 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -435790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -431957.281250 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -431957.3 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -432999.156250 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -432999.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -433202.000000 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -433202 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -433351.156250 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -433351.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -433448.093750 Penalty: 2758.054443
	Iteration 4Q: 3 clusters Score -433448.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -433540.156250 Penalty: 2758.054443
	Iteration 5Q: 3 clusters Score -433540.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -433634.781250 Penalty: 2758.054443
	Iteration 6Q: 3 clusters Score -433634.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -433723.781250 Penalty: 2758.054443
	Iteration 7Q: 3 clusters Score -433723.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -433813.062500 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -433813.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -433896.406250 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -433896.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -433993.187500 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -433993.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -434099.500000 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -434099.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -434199.312500 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -434199.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -434288.218750 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -434288.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -434343.437500 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -434343.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -434380.843750 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -434380.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -434411.406250 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -434411.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -434445.125000 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -434445.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -434473.312500 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -434473.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -434499.718750 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -434499.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -434514.156250 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -434514.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -434527.031250 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -434527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -434537.937500 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -434537.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -434547.125000 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -434547.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -434559.093750 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -434559.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -434568.812500 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -434568.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -434573.468750 Penalty: 2758.054443
	Iteration 26Q: 3 clusters Score -434573.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -434578.812500 Penalty: 2758.054443
	Iteration 27Q: 3 clusters Score -434578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -434581.375000 Penalty: 2758.054443
	Iteration 28Q: 3 clusters Score -434581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -434582.531250 Penalty: 2758.054443
	Iteration 29Q: 3 clusters Score -434582.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -434583.843750 Penalty: 2758.054443
	Iteration 30Q: 3 clusters Score -434583.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -434585.687500 Penalty: 2758.054443
	Iteration 31Q: 3 clusters Score -434585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -434586.187500 Penalty: 2758.054443
	Iteration 32Q: 3 clusters Score -434586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -434587.250000 Penalty: 2758.054443
	Iteration 33Q: 3 clusters Score -434587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -434587.562500 Penalty: 2758.054443
	Iteration 34Q: 3 clusters Score -434587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -434587.562500 Penalty: 2758.054443
	Iteration 35F: 3 clusters Score -434587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -451299.906250 Penalty: 1382.935181
	Iteration 0F: 2 clusters Score -451299.9 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 2478 members 
Entering Unmasked Estep 
Score: -447342.062500 Penalty: 2765.870361
	Iteration 0F: 3 clusters Score -447342.1 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -448445.875000 Penalty: 2765.870361
	Iteration 1F: 3 clusters Score -448445.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -448624.562500 Penalty: 2765.870361
	Iteration 2F: 3 clusters Score -448624.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -448766.937500 Penalty: 2765.870361
	Iteration 3F: 3 clusters Score -448766.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -448884.812500 Penalty: 2765.870361
	Iteration 4Q: 3 clusters Score -448884.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -449015.875000 Penalty: 2765.870361
	Iteration 5Q: 3 clusters Score -449015.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -449155.531250 Penalty: 2765.870361
	Iteration 6Q: 3 clusters Score -449155.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -449318.968750 Penalty: 2765.870361
	Iteration 7Q: 3 clusters Score -449319 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -449466.000000 Penalty: 2765.870361
	Iteration 8Q: 3 clusters Score -449466 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -449624.781250 Penalty: 2765.870361
	Iteration 9Q: 3 clusters Score -449624.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -449770.437500 Penalty: 2765.870361
	Iteration 10Q: 3 clusters Score -449770.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -449883.750000 Penalty: 2765.870361
	Iteration 11Q: 3 clusters Score -449883.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -449972.656250 Penalty: 2765.870361
	Iteration 12Q: 3 clusters Score -449972.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -450055.906250 Penalty: 2765.870361
	Iteration 13Q: 3 clusters Score -450055.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -450137.625000 Penalty: 2765.870361
	Iteration 14Q: 3 clusters Score -450137.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -450182.218750 Penalty: 2765.870361
	Iteration 15Q: 3 clusters Score -450182.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -450212.062500 Penalty: 2765.870361
	Iteration 16Q: 3 clusters Score -450212.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -450233.187500 Penalty: 2765.870361
	Iteration 17Q: 3 clusters Score -450233.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -450253.375000 Penalty: 2765.870361
	Iteration 18Q: 3 clusters Score -450253.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -450277.750000 Penalty: 2765.870361
	Iteration 19Q: 3 clusters Score -450277.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -450300.250000 Penalty: 2765.870361
	Iteration 20F: 3 clusters Score -450300.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -450319.500000 Penalty: 2765.870361
	Iteration 21Q: 3 clusters Score -450319.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -450338.281250 Penalty: 2765.870361
	Iteration 22Q: 3 clusters Score -450338.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -450360.000000 Penalty: 2765.870361
	Iteration 23Q: 3 clusters Score -450360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -450384.906250 Penalty: 2765.870361
	Iteration 24Q: 3 clusters Score -450384.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -450413.687500 Penalty: 2765.870361
	Iteration 25Q: 3 clusters Score -450413.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -450438.437500 Penalty: 2765.870361
	Iteration 26Q: 3 clusters Score -450438.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -450456.250000 Penalty: 2765.870361
	Iteration 27Q: 3 clusters Score -450456.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -450471.031250 Penalty: 2765.870361
	Iteration 28Q: 3 clusters Score -450471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -450482.718750 Penalty: 2765.870361
	Iteration 29Q: 3 clusters Score -450482.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -450488.937500 Penalty: 2765.870361
	Iteration 30Q: 3 clusters Score -450488.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -450491.968750 Penalty: 2765.870361
	Iteration 31Q: 3 clusters Score -450492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -450497.843750 Penalty: 2765.870361
	Iteration 32Q: 3 clusters Score -450497.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -450502.312500 Penalty: 2765.870361
	Iteration 33Q: 3 clusters Score -450502.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -450510.343750 Penalty: 2765.870361
	Iteration 34Q: 3 clusters Score -450510.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -450517.312500 Penalty: 2765.870361
	Iteration 35Q: 3 clusters Score -450517.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -450523.000000 Penalty: 2765.870361
	Iteration 36Q: 3 clusters Score -450523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -450526.562500 Penalty: 2765.870361
	Iteration 37Q: 3 clusters Score -450526.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -450531.812500 Penalty: 2765.870361
	Iteration 38Q: 3 clusters Score -450531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -450536.187500 Penalty: 2765.870361
	Iteration 39Q: 3 clusters Score -450536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -450537.843750 Penalty: 2765.870361
	Iteration 40F: 3 clusters Score -450537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -450541.062500 Penalty: 2765.870361
	Iteration 41Q: 3 clusters Score -450541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -450545.625000 Penalty: 2765.870361
	Iteration 42Q: 3 clusters Score -450545.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -450548.781250 Penalty: 2765.870361
	Iteration 43Q: 3 clusters Score -450548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -450551.843750 Penalty: 2765.870361
	Iteration 44Q: 3 clusters Score -450551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -450554.500000 Penalty: 2765.870361
	Iteration 45Q: 3 clusters Score -450554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -450554.656250 Penalty: 2765.870361
	Iteration 46Q: 3 clusters Score -450554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -450554.437500 Penalty: 2765.870361
	Iteration 47Q: 3 clusters Score -450554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -450554.718750 Penalty: 2765.870361
	Iteration 48Q: 3 clusters Score -450554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -450554.718750 Penalty: 2765.870361
	Iteration 49F: 3 clusters Score -450554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -116851.625000 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -116851.6 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 687 members 
Entering Unmasked Estep 
Score: -115218.562500 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -115218.6 nChanged 424
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: -115573.375000 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -115573.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -115677.679688 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -115677.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115759.460938 Penalty: 2341.348389
	Iteration 3F: 3 clusters Score -115759.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -115845.210938 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -115845.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -115965.351562 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -115965.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116045.515625 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -116045.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -116109.460938 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -116109.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116168.578125 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -116168.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116213.445312 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -116213.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -116256.125000 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -116256.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116293.750000 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -116293.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -116315.921875 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -116315.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116324.890625 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -116324.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116349.921875 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -116349.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -116381.695312 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -116381.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -116417.976562 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -116418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -116436.335938 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -116436.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -116444.054688 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -116444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -116446.796875 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -116446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -116448.828125 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -116448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Entering Unmasked Estep 
Score: -2949618.750000 Penalty: 1675.383423
	Iteration 0F: 2 clusters Score -2949619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2929489.250000 Penalty: 3350.766846
	Iteration 0F: 3 clusters Score -2929489 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2937174.000000 Penalty: 3350.766846
	Iteration 1F: 3 clusters Score -2937174 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2937826.500000 Penalty: 3350.766846
	Iteration 2F: 3 clusters Score -2937826 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2938891.000000 Penalty: 3350.766846
	Iteration 3F: 3 clusters Score -2938891 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2940556.000000 Penalty: 3350.766846
	Iteration 4F: 3 clusters Score -2940556 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2942854.500000 Penalty: 3350.766846
	Iteration 5F: 3 clusters Score -2942854 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2945038.500000 Penalty: 3350.766846
	Iteration 6F: 3 clusters Score -2945038 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -2946576.500000 Penalty: 3350.766846
	Iteration 7F: 3 clusters Score -2946576 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -2947446.750000 Penalty: 3350.766846
	Iteration 8Q: 3 clusters Score -2947447 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -2947817.000000 Penalty: 3350.766846
	Iteration 9Q: 3 clusters Score -2947817 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -2947968.000000 Penalty: 3350.766846
	Iteration 10Q: 3 clusters Score -2947968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -2948040.000000 Penalty: 3350.766846
	Iteration 11Q: 3 clusters Score -2948040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -2948072.000000 Penalty: 3350.766846
	Iteration 12Q: 3 clusters Score -2948072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -2948086.750000 Penalty: 3350.766846
	Iteration 13Q: 3 clusters Score -2948087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -2948099.000000 Penalty: 3350.766846
	Iteration 14Q: 3 clusters Score -2948099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -2948107.500000 Penalty: 3350.766846
	Iteration 15Q: 3 clusters Score -2948108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -2948115.000000 Penalty: 3350.766846
	Iteration 16Q: 3 clusters Score -2948115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -2948121.750000 Penalty: 3350.766846
	Iteration 17Q: 3 clusters Score -2948122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -2948123.750000 Penalty: 3350.766846
	Iteration 18Q: 3 clusters Score -2948124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -2948127.000000 Penalty: 3350.766846
	Iteration 19Q: 3 clusters Score -2948127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -2948127.000000 Penalty: 3350.766846
	Iteration 20F: 3 clusters Score -2948127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -318030.656250 Penalty: 1328.251831
	Iteration 0F: 2 clusters Score -318030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -314960.875000 Penalty: 2656.503662
	Iteration 0F: 3 clusters Score -314960.9 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -316026.250000 Penalty: 2656.503662
	Iteration 1F: 3 clusters Score -316026.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -316421.468750 Penalty: 2656.503662
	Iteration 2F: 3 clusters Score -316421.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -316722.531250 Penalty: 2656.503662
	Iteration 3F: 3 clusters Score -316722.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -316955.781250 Penalty: 2656.503662
	Iteration 4F: 3 clusters Score -316955.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -317135.062500 Penalty: 2656.503662
	Iteration 5F: 3 clusters Score -317135.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -317269.687500 Penalty: 2656.503662
	Iteration 6Q: 3 clusters Score -317269.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -317386.000000 Penalty: 2656.503662
	Iteration 7Q: 3 clusters Score -317386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -317481.000000 Penalty: 2656.503662
	Iteration 8Q: 3 clusters Score -317481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -317559.500000 Penalty: 2656.503662
	Iteration 9Q: 3 clusters Score -317559.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -317622.531250 Penalty: 2656.503662
	Iteration 10Q: 3 clusters Score -317622.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -317674.687500 Penalty: 2656.503662
	Iteration 11Q: 3 clusters Score -317674.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -317714.093750 Penalty: 2656.503662
	Iteration 12Q: 3 clusters Score -317714.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -317743.968750 Penalty: 2656.503662
	Iteration 13Q: 3 clusters Score -317744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -317762.343750 Penalty: 2656.503662
	Iteration 14Q: 3 clusters Score -317762.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -317771.125000 Penalty: 2656.503662
	Iteration 15Q: 3 clusters Score -317771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -317779.625000 Penalty: 2656.503662
	Iteration 16Q: 3 clusters Score -317779.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -317784.343750 Penalty: 2656.503662
	Iteration 17Q: 3 clusters Score -317784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -317790.125000 Penalty: 2656.503662
	Iteration 18Q: 3 clusters Score -317790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -317793.812500 Penalty: 2656.503662
	Iteration 19Q: 3 clusters Score -317793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -317796.093750 Penalty: 2656.503662
	Iteration 20F: 3 clusters Score -317796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -317796.343750 Penalty: 2656.503662
	Iteration 21Q: 3 clusters Score -317796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -317796.468750 Penalty: 2656.503662
	Iteration 22Q: 3 clusters Score -317796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -317796.781250 Penalty: 2656.503662
	Iteration 23Q: 3 clusters Score -317796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -317797.531250 Penalty: 2656.503662
	Iteration 24Q: 3 clusters Score -317797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -317797.531250 Penalty: 2656.503662
	Iteration 25F: 3 clusters Score -317797.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60782.035156 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60782.04 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60978.781250 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -60978.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61060.570312 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -61060.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61094.445312 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -61094.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61115.718750 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -61115.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61124.707031 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61124.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61129.031250 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61129.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61141.648438 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61141.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61155.953125 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61155.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61164.476562 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61164.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61179.703125 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61179.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61196.253906 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -61196.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61216.828125 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -61216.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61241.867188 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -61241.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61275.886719 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -61275.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61297.480469 Penalty: 2119.201904
	Iteration 15Q: 3 clusters Score -61297.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61310.777344 Penalty: 2119.201904
	Iteration 16Q: 3 clusters Score -61310.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61314.910156 Penalty: 2119.201904
	Iteration 17Q: 3 clusters Score -61314.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61323.542969 Penalty: 2119.201904
	Iteration 18Q: 3 clusters Score -61323.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61335.152344 Penalty: 2119.201904
	Iteration 19Q: 3 clusters Score -61335.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61340.742188 Penalty: 2119.201904
	Iteration 20F: 3 clusters Score -61340.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61342.667969 Penalty: 2119.201904
	Iteration 21Q: 3 clusters Score -61342.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61343.175781 Penalty: 2119.201904
	Iteration 22Q: 3 clusters Score -61343.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61343.175781 Penalty: 2119.201904
	Iteration 23F: 3 clusters Score -61343.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -123663.687500 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -123663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -121871.296875 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -121871.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -122367.023438 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -122367 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -122500.312500 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -122500.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122602.617188 Penalty: 2388.500000
	Iteration 3F: 3 clusters Score -122602.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -122650.171875 Penalty: 2388.500000
	Iteration 4Q: 3 clusters Score -122650.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -122679.750000 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -122679.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122704.546875 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -122704.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -122721.695312 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -122721.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122735.125000 Penalty: 2388.500000
	Iteration 8Q: 3 clusters Score -122735.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -122746.492188 Penalty: 2388.500000
	Iteration 9Q: 3 clusters Score -122746.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -122767.187500 Penalty: 2388.500000
	Iteration 10Q: 3 clusters Score -122767.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -122778.289062 Penalty: 2388.500000
	Iteration 11Q: 3 clusters Score -122778.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122786.242188 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -122786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -122793.570312 Penalty: 2388.500000
	Iteration 13Q: 3 clusters Score -122793.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -122798.843750 Penalty: 2388.500000
	Iteration 14Q: 3 clusters Score -122798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -122806.828125 Penalty: 2388.500000
	Iteration 15Q: 3 clusters Score -122806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -122813.710938 Penalty: 2388.500000
	Iteration 16Q: 3 clusters Score -122813.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -122817.828125 Penalty: 2388.500000
	Iteration 17Q: 3 clusters Score -122817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -122821.359375 Penalty: 2388.500000
	Iteration 18Q: 3 clusters Score -122821.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -122823.593750 Penalty: 2388.500000
	Iteration 19Q: 3 clusters Score -122823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -122824.078125 Penalty: 2388.500000
	Iteration 20F: 3 clusters Score -122824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -140189.453125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -140189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -138365.187500 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -138365.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138792.140625 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -138792.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -138966.093750 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -138966.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -139104.484375 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -139104.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -139214.062500 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -139214.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139283.781250 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -139283.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139341.421875 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -139341.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -139386.250000 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -139386.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139440.515625 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -139440.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139489.656250 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -139489.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139527.406250 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -139527.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139552.187500 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -139552.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139572.968750 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -139573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139590.078125 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -139590.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139606.093750 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -139606.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -139615.656250 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -139615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139623.625000 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -139623.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139629.625000 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -139629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139634.250000 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -139634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139635.859375 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -139635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139636.359375 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -139636.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Entering Unmasked Estep 
Score: -3516127.250000 Penalty: 1708.633179
	Iteration 0F: 2 clusters Score -3516127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3492259.000000 Penalty: 3417.266357
	Iteration 0F: 3 clusters Score -3492259 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3501834.000000 Penalty: 3417.266357
	Iteration 1F: 3 clusters Score -3501834 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3502246.500000 Penalty: 3417.266357
	Iteration 2Q: 3 clusters Score -3502246 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -3502657.750000 Penalty: 3417.266357
	Iteration 3Q: 3 clusters Score -3502658 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3503048.000000 Penalty: 3417.266357
	Iteration 4Q: 3 clusters Score -3503048 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3503455.750000 Penalty: 3417.266357
	Iteration 5Q: 3 clusters Score -3503456 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3503956.500000 Penalty: 3417.266357
	Iteration 6Q: 3 clusters Score -3503956 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3504667.750000 Penalty: 3417.266357
	Iteration 7Q: 3 clusters Score -3504668 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3505755.000000 Penalty: 3417.266357
	Iteration 8F: 3 clusters Score -3505755 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3507298.500000 Penalty: 3417.266357
	Iteration 9F: 3 clusters Score -3507298 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3509218.500000 Penalty: 3417.266357
	Iteration 10F: 3 clusters Score -3509218 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3511305.250000 Penalty: 3417.266357
	Iteration 11F: 3 clusters Score -3511305 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -3512932.250000 Penalty: 3417.266357
	Iteration 12Q: 3 clusters Score -3512932 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -3513748.000000 Penalty: 3417.266357
	Iteration 13Q: 3 clusters Score -3513748 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -3514202.000000 Penalty: 3417.266357
	Iteration 14Q: 3 clusters Score -3514202 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -3514409.000000 Penalty: 3417.266357
	Iteration 15Q: 3 clusters Score -3514409 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -3514517.500000 Penalty: 3417.266357
	Iteration 16Q: 3 clusters Score -3514518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -3514558.000000 Penalty: 3417.266357
	Iteration 17Q: 3 clusters Score -3514558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -3514579.250000 Penalty: 3417.266357
	Iteration 18Q: 3 clusters Score -3514579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -3514596.000000 Penalty: 3417.266357
	Iteration 19Q: 3 clusters Score -3514596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -3514600.500000 Penalty: 3417.266357
	Iteration 20F: 3 clusters Score -3514600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -3514618.250000 Penalty: 3417.266357
	Iteration 21Q: 3 clusters Score -3514618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -3514627.250000 Penalty: 3417.266357
	Iteration 22Q: 3 clusters Score -3514627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -3514629.000000 Penalty: 3417.266357
	Iteration 23Q: 3 clusters Score -3514629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -3514633.250000 Penalty: 3417.266357
	Iteration 24Q: 3 clusters Score -3514633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -3514636.000000 Penalty: 3417.266357
	Iteration 25Q: 3 clusters Score -3514636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -3514639.500000 Penalty: 3417.266357
	Iteration 26Q: 3 clusters Score -3514640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -3514636.000000 Penalty: 3417.266357
	Iteration 27Q: 3 clusters Score -3514636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -3514636.000000 Penalty: 3417.266357
	Iteration 28F: 3 clusters Score -3514636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -117875.257812 Penalty: 1182.665039
	Iteration 0F: 2 clusters Score -117875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -116208.148438 Penalty: 2365.330078
	Iteration 0F: 3 clusters Score -116208.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116726.390625 Penalty: 2365.330078
	Iteration 1F: 3 clusters Score -116726.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -116919.851562 Penalty: 2365.330078
	Iteration 2F: 3 clusters Score -116919.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117022.273438 Penalty: 2365.330078
	Iteration 3F: 3 clusters Score -117022.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117087.656250 Penalty: 2365.330078
	Iteration 4Q: 3 clusters Score -117087.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117124.640625 Penalty: 2365.330078
	Iteration 5Q: 3 clusters Score -117124.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117148.476562 Penalty: 2365.330078
	Iteration 6Q: 3 clusters Score -117148.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -117188.125000 Penalty: 2365.330078
	Iteration 7Q: 3 clusters Score -117188.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117246.726562 Penalty: 2365.330078
	Iteration 8Q: 3 clusters Score -117246.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117300.257812 Penalty: 2365.330078
	Iteration 9Q: 3 clusters Score -117300.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -117357.289062 Penalty: 2365.330078
	Iteration 10Q: 3 clusters Score -117357.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117412.726562 Penalty: 2365.330078
	Iteration 11Q: 3 clusters Score -117412.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117449.625000 Penalty: 2365.330078
	Iteration 12Q: 3 clusters Score -117449.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117474.640625 Penalty: 2365.330078
	Iteration 13Q: 3 clusters Score -117474.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -117495.828125 Penalty: 2365.330078
	Iteration 14Q: 3 clusters Score -117495.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117507.835938 Penalty: 2365.330078
	Iteration 15Q: 3 clusters Score -117507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117522.648438 Penalty: 2365.330078
	Iteration 16Q: 3 clusters Score -117522.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117535.773438 Penalty: 2365.330078
	Iteration 17Q: 3 clusters Score -117535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117544.554688 Penalty: 2365.330078
	Iteration 18Q: 3 clusters Score -117544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117553.117188 Penalty: 2365.330078
	Iteration 19Q: 3 clusters Score -117553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117564.601562 Penalty: 2365.330078
	Iteration 20F: 3 clusters Score -117564.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -117581.351562 Penalty: 2365.330078
	Iteration 21Q: 3 clusters Score -117581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117591.187500 Penalty: 2365.330078
	Iteration 22Q: 3 clusters Score -117591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117597.914062 Penalty: 2365.330078
	Iteration 23Q: 3 clusters Score -117597.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117623.406250 Penalty: 2365.330078
	Iteration 24Q: 3 clusters Score -117623.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117649.078125 Penalty: 2365.330078
	Iteration 25Q: 3 clusters Score -117649.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117663.453125 Penalty: 2365.330078
	Iteration 26Q: 3 clusters Score -117663.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117672.242188 Penalty: 2365.330078
	Iteration 27Q: 3 clusters Score -117672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117679.804688 Penalty: 2365.330078
	Iteration 28Q: 3 clusters Score -117679.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117686.367188 Penalty: 2365.330078
	Iteration 29Q: 3 clusters Score -117686.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117693.726562 Penalty: 2365.330078
	Iteration 30Q: 3 clusters Score -117693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117700.210938 Penalty: 2365.330078
	Iteration 31Q: 3 clusters Score -117700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117702.070312 Penalty: 2365.330078
	Iteration 32Q: 3 clusters Score -117702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117702.593750 Penalty: 2365.330078
	Iteration 33Q: 3 clusters Score -117702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117703.757812 Penalty: 2365.330078
	Iteration 34Q: 3 clusters Score -117703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117705.781250 Penalty: 2365.330078
	Iteration 35Q: 3 clusters Score -117705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117706.320312 Penalty: 2365.330078
	Iteration 36Q: 3 clusters Score -117706.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117706.320312 Penalty: 2365.330078
	Iteration 37F: 3 clusters Score -117706.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -418298.468750 Penalty: 1365.544800
	Iteration 0F: 2 clusters Score -418298.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -414614.406250 Penalty: 2731.089600
	Iteration 0F: 3 clusters Score -414614.4 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -415581.375000 Penalty: 2731.089600
	Iteration 1F: 3 clusters Score -415581.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -415742.375000 Penalty: 2731.089600
	Iteration 2F: 3 clusters Score -415742.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -415845.906250 Penalty: 2731.089600
	Iteration 3Q: 3 clusters Score -415845.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -415932.718750 Penalty: 2731.089600
	Iteration 4Q: 3 clusters Score -415932.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -416005.218750 Penalty: 2731.089600
	Iteration 5Q: 3 clusters Score -416005.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -416066.218750 Penalty: 2731.089600
	Iteration 6Q: 3 clusters Score -416066.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -416119.500000 Penalty: 2731.089600
	Iteration 7Q: 3 clusters Score -416119.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -416174.687500 Penalty: 2731.089600
	Iteration 8Q: 3 clusters Score -416174.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -416234.718750 Penalty: 2731.089600
	Iteration 9Q: 3 clusters Score -416234.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -416292.968750 Penalty: 2731.089600
	Iteration 10Q: 3 clusters Score -416293 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -416351.156250 Penalty: 2731.089600
	Iteration 11Q: 3 clusters Score -416351.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -416415.718750 Penalty: 2731.089600
	Iteration 12Q: 3 clusters Score -416415.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -416479.593750 Penalty: 2731.089600
	Iteration 13Q: 3 clusters Score -416479.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -416563.906250 Penalty: 2731.089600
	Iteration 14Q: 3 clusters Score -416563.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -416646.781250 Penalty: 2731.089600
	Iteration 15Q: 3 clusters Score -416646.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -416724.187500 Penalty: 2731.089600
	Iteration 16Q: 3 clusters Score -416724.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -416805.281250 Penalty: 2731.089600
	Iteration 17Q: 3 clusters Score -416805.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -416881.187500 Penalty: 2731.089600
	Iteration 18Q: 3 clusters Score -416881.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -416942.562500 Penalty: 2731.089600
	Iteration 19Q: 3 clusters Score -416942.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -416994.906250 Penalty: 2731.089600
	Iteration 20F: 3 clusters Score -416994.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -417032.343750 Penalty: 2731.089600
	Iteration 21Q: 3 clusters Score -417032.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -417055.937500 Penalty: 2731.089600
	Iteration 22Q: 3 clusters Score -417055.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -417071.343750 Penalty: 2731.089600
	Iteration 23Q: 3 clusters Score -417071.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -417089.156250 Penalty: 2731.089600
	Iteration 24Q: 3 clusters Score -417089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -417100.312500 Penalty: 2731.089600
	Iteration 25Q: 3 clusters Score -417100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -417105.781250 Penalty: 2731.089600
	Iteration 26Q: 3 clusters Score -417105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -417107.156250 Penalty: 2731.089600
	Iteration 27Q: 3 clusters Score -417107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -417107.468750 Penalty: 2731.089600
	Iteration 28Q: 3 clusters Score -417107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -417107.375000 Penalty: 2731.089600
	Iteration 29Q: 3 clusters Score -417107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -417107.375000 Penalty: 2731.089600
	Iteration 30F: 3 clusters Score -417107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -461480.906250 Penalty: 1385.241943
	Iteration 0F: 2 clusters Score -461480.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -457477.312500 Penalty: 2770.483887
	Iteration 0F: 3 clusters Score -457477.3 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -458612.343750 Penalty: 2770.483887
	Iteration 1F: 3 clusters Score -458612.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -458783.843750 Penalty: 2770.483887
	Iteration 2F: 3 clusters Score -458783.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -458884.718750 Penalty: 2770.483887
	Iteration 3Q: 3 clusters Score -458884.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -458957.875000 Penalty: 2770.483887
	Iteration 4Q: 3 clusters Score -458957.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -459012.750000 Penalty: 2770.483887
	Iteration 5Q: 3 clusters Score -459012.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -459073.718750 Penalty: 2770.483887
	Iteration 6Q: 3 clusters Score -459073.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -459138.843750 Penalty: 2770.483887
	Iteration 7Q: 3 clusters Score -459138.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -459199.968750 Penalty: 2770.483887
	Iteration 8Q: 3 clusters Score -459200 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -459272.250000 Penalty: 2770.483887
	Iteration 9Q: 3 clusters Score -459272.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -459345.343750 Penalty: 2770.483887
	Iteration 10Q: 3 clusters Score -459345.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -459414.812500 Penalty: 2770.483887
	Iteration 11Q: 3 clusters Score -459414.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -459477.687500 Penalty: 2770.483887
	Iteration 12Q: 3 clusters Score -459477.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -459555.968750 Penalty: 2770.483887
	Iteration 13Q: 3 clusters Score -459556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -459616.156250 Penalty: 2770.483887
	Iteration 14Q: 3 clusters Score -459616.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -459680.625000 Penalty: 2770.483887
	Iteration 15Q: 3 clusters Score -459680.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -459758.875000 Penalty: 2770.483887
	Iteration 16Q: 3 clusters Score -459758.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -459832.625000 Penalty: 2770.483887
	Iteration 17Q: 3 clusters Score -459832.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -459912.187500 Penalty: 2770.483887
	Iteration 18Q: 3 clusters Score -459912.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -459999.250000 Penalty: 2770.483887
	Iteration 19Q: 3 clusters Score -459999.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -460073.781250 Penalty: 2770.483887
	Iteration 20F: 3 clusters Score -460073.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -460131.437500 Penalty: 2770.483887
	Iteration 21Q: 3 clusters Score -460131.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -460172.031250 Penalty: 2770.483887
	Iteration 22Q: 3 clusters Score -460172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -460208.843750 Penalty: 2770.483887
	Iteration 23Q: 3 clusters Score -460208.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -460240.375000 Penalty: 2770.483887
	Iteration 24Q: 3 clusters Score -460240.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -460267.031250 Penalty: 2770.483887
	Iteration 25Q: 3 clusters Score -460267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -460283.500000 Penalty: 2770.483887
	Iteration 26Q: 3 clusters Score -460283.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -460298.187500 Penalty: 2770.483887
	Iteration 27Q: 3 clusters Score -460298.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -460314.093750 Penalty: 2770.483887
	Iteration 28Q: 3 clusters Score -460314.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -460323.718750 Penalty: 2770.483887
	Iteration 29Q: 3 clusters Score -460323.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -460334.062500 Penalty: 2770.483887
	Iteration 30Q: 3 clusters Score -460334.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -460348.187500 Penalty: 2770.483887
	Iteration 31Q: 3 clusters Score -460348.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -460352.343750 Penalty: 2770.483887
	Iteration 32Q: 3 clusters Score -460352.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -460355.125000 Penalty: 2770.483887
	Iteration 33Q: 3 clusters Score -460355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -460356.531250 Penalty: 2770.483887
	Iteration 34Q: 3 clusters Score -460356.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -460359.250000 Penalty: 2770.483887
	Iteration 35Q: 3 clusters Score -460359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -460361.000000 Penalty: 2770.483887
	Iteration 36Q: 3 clusters Score -460361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -460361.437500 Penalty: 2770.483887
	Iteration 37Q: 3 clusters Score -460361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -460361.250000 Penalty: 2770.483887
	Iteration 38Q: 3 clusters Score -460361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -460362.125000 Penalty: 2770.483887
	Iteration 39Q: 3 clusters Score -460362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -460362.656250 Penalty: 2770.483887
	Iteration 40F: 3 clusters Score -460362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -460362.906250 Penalty: 2770.483887
	Iteration 41Q: 3 clusters Score -460362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -460362.843750 Penalty: 2770.483887
	Iteration 42Q: 3 clusters Score -460362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -460363.906250 Penalty: 2770.483887
	Iteration 43Q: 3 clusters Score -460363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -460363.906250 Penalty: 2770.483887
	Iteration 44F: 3 clusters Score -460363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -898838.250000 Penalty: 1486.019287
	Iteration 0F: 2 clusters Score -898838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -892073.062500 Penalty: 2972.038574
	Iteration 0F: 3 clusters Score -892073.1 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -894214.562500 Penalty: 2972.038574
	Iteration 1F: 3 clusters Score -894214.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -894515.000000 Penalty: 2972.038574
	Iteration 2F: 3 clusters Score -894515 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -894811.250000 Penalty: 2972.038574
	Iteration 3F: 3 clusters Score -894811.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -895159.437500 Penalty: 2972.038574
	Iteration 4F: 3 clusters Score -895159.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -895499.875000 Penalty: 2972.038574
	Iteration 5F: 3 clusters Score -895499.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -895865.750000 Penalty: 2972.038574
	Iteration 6F: 3 clusters Score -895865.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -896259.562500 Penalty: 2972.038574
	Iteration 7F: 3 clusters Score -896259.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -896631.937500 Penalty: 2972.038574
	Iteration 8F: 3 clusters Score -896631.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -896953.562500 Penalty: 2972.038574
	Iteration 9Q: 3 clusters Score -896953.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -897217.375000 Penalty: 2972.038574
	Iteration 10Q: 3 clusters Score -897217.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -897392.937500 Penalty: 2972.038574
	Iteration 11Q: 3 clusters Score -897392.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -897492.125000 Penalty: 2972.038574
	Iteration 12Q: 3 clusters Score -897492.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -897556.062500 Penalty: 2972.038574
	Iteration 13Q: 3 clusters Score -897556.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -897596.500000 Penalty: 2972.038574
	Iteration 14Q: 3 clusters Score -897596.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -897638.500000 Penalty: 2972.038574
	Iteration 15Q: 3 clusters Score -897638.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -897663.812500 Penalty: 2972.038574
	Iteration 16Q: 3 clusters Score -897663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -897678.500000 Penalty: 2972.038574
	Iteration 17Q: 3 clusters Score -897678.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -897690.187500 Penalty: 2972.038574
	Iteration 18Q: 3 clusters Score -897690.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -897698.687500 Penalty: 2972.038574
	Iteration 19Q: 3 clusters Score -897698.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -897710.375000 Penalty: 2972.038574
	Iteration 20F: 3 clusters Score -897710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -897720.062500 Penalty: 2972.038574
	Iteration 21Q: 3 clusters Score -897720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -897727.375000 Penalty: 2972.038574
	Iteration 22Q: 3 clusters Score -897727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -897732.500000 Penalty: 2972.038574
	Iteration 23Q: 3 clusters Score -897732.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -897736.500000 Penalty: 2972.038574
	Iteration 24Q: 3 clusters Score -897736.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -897740.687500 Penalty: 2972.038574
	Iteration 25Q: 3 clusters Score -897740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -897745.312500 Penalty: 2972.038574
	Iteration 26Q: 3 clusters Score -897745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -897746.687500 Penalty: 2972.038574
	Iteration 27Q: 3 clusters Score -897746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -897746.250000 Penalty: 2972.038574
	Iteration 28Q: 3 clusters Score -897746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -897746.250000 Penalty: 2972.038574
	Iteration 29F: 3 clusters Score -897746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (20359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Entering Unmasked Estep 
Score: -1992849.500000 Penalty: 1612.207642
	Iteration 0F: 2 clusters Score -1992850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1979042.500000 Penalty: 3224.415283
	Iteration 0F: 3 clusters Score -1979042 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1983980.125000 Penalty: 3224.415283
	Iteration 1F: 3 clusters Score -1983980 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1984388.125000 Penalty: 3224.415283
	Iteration 2F: 3 clusters Score -1984388 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1984840.125000 Penalty: 3224.415283
	Iteration 3F: 3 clusters Score -1984840 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1985355.750000 Penalty: 3224.415283
	Iteration 4F: 3 clusters Score -1985356 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1985999.375000 Penalty: 3224.415283
	Iteration 5F: 3 clusters Score -1985999 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1986889.375000 Penalty: 3224.415283
	Iteration 6F: 3 clusters Score -1986889 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1987930.875000 Penalty: 3224.415283
	Iteration 7F: 3 clusters Score -1987931 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1988935.375000 Penalty: 3224.415283
	Iteration 8F: 3 clusters Score -1988935 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1989708.375000 Penalty: 3224.415283
	Iteration 9Q: 3 clusters Score -1989708 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1990242.875000 Penalty: 3224.415283
	Iteration 10Q: 3 clusters Score -1990243 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1990498.250000 Penalty: 3224.415283
	Iteration 11Q: 3 clusters Score -1990498 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1990636.875000 Penalty: 3224.415283
	Iteration 12Q: 3 clusters Score -1990637 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1990720.375000 Penalty: 3224.415283
	Iteration 13Q: 3 clusters Score -1990720 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1990762.375000 Penalty: 3224.415283
	Iteration 14Q: 3 clusters Score -1990762 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1990791.250000 Penalty: 3224.415283
	Iteration 15Q: 3 clusters Score -1990791 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1990810.125000 Penalty: 3224.415283
	Iteration 16Q: 3 clusters Score -1990810 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1990796.875000 Penalty: 3224.415283
	Iteration 17Q: 3 clusters Score -1990797 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1990805.500000 Penalty: 3224.415283
	Iteration 18Q: 3 clusters Score -1990806 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1990802.750000 Penalty: 3224.415283
	Iteration 19Q: 3 clusters Score -1990803 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1990800.000000 Penalty: 3224.415283
	Iteration 20F: 3 clusters Score -1990800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1990796.500000 Penalty: 3224.415283
	Iteration 21Q: 3 clusters Score -1990796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1990792.875000 Penalty: 3224.415283
	Iteration 22Q: 3 clusters Score -1990793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1990786.750000 Penalty: 3224.415283
	Iteration 23Q: 3 clusters Score -1990787 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1990782.875000 Penalty: 3224.415283
	Iteration 24Q: 3 clusters Score -1990783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1990769.875000 Penalty: 3224.415283
	Iteration 25Q: 3 clusters Score -1990770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1990763.000000 Penalty: 3224.415283
	Iteration 26Q: 3 clusters Score -1990763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1990754.500000 Penalty: 3224.415283
	Iteration 27Q: 3 clusters Score -1990754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1990747.375000 Penalty: 3224.415283
	Iteration 28Q: 3 clusters Score -1990747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1990730.000000 Penalty: 3224.415283
	Iteration 29Q: 3 clusters Score -1990730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1990718.500000 Penalty: 3224.415283
	Iteration 30Q: 3 clusters Score -1990718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1990711.000000 Penalty: 3224.415283
	Iteration 31Q: 3 clusters Score -1990711 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1990698.500000 Penalty: 3224.415283
	Iteration 32Q: 3 clusters Score -1990698 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1990686.125000 Penalty: 3224.415283
	Iteration 33Q: 3 clusters Score -1990686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1990679.000000 Penalty: 3224.415283
	Iteration 34Q: 3 clusters Score -1990679 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1990671.000000 Penalty: 3224.415283
	Iteration 35Q: 3 clusters Score -1990671 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1990661.875000 Penalty: 3224.415283
	Iteration 36Q: 3 clusters Score -1990662 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1990661.750000 Penalty: 3224.415283
	Iteration 37Q: 3 clusters Score -1990662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1990653.250000 Penalty: 3224.415283
	Iteration 38Q: 3 clusters Score -1990653 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1990639.625000 Penalty: 3224.415283
	Iteration 39Q: 3 clusters Score -1990640 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1990624.125000 Penalty: 3224.415283
	Iteration 40F: 3 clusters Score -1990624 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1990619.375000 Penalty: 3224.415283
	Iteration 41Q: 3 clusters Score -1990619 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1990600.000000 Penalty: 3224.415283
	Iteration 42Q: 3 clusters Score -1990600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1990593.250000 Penalty: 3224.415283
	Iteration 43Q: 3 clusters Score -1990593 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1990582.500000 Penalty: 3224.415283
	Iteration 44Q: 3 clusters Score -1990582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1990576.250000 Penalty: 3224.415283
	Iteration 45Q: 3 clusters Score -1990576 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1990563.125000 Penalty: 3224.415283
	Iteration 46Q: 3 clusters Score -1990563 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1990558.000000 Penalty: 3224.415283
	Iteration 47Q: 3 clusters Score -1990558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1990545.875000 Penalty: 3224.415283
	Iteration 48Q: 3 clusters Score -1990546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1990543.250000 Penalty: 3224.415283
	Iteration 49Q: 3 clusters Score -1990543 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1990536.500000 Penalty: 3224.415283
	Iteration 50Q: 3 clusters Score -1990536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1990528.875000 Penalty: 3224.415283
	Iteration 51Q: 3 clusters Score -1990529 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1990523.125000 Penalty: 3224.415283
	Iteration 52Q: 3 clusters Score -1990523 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1990507.500000 Penalty: 3224.415283
	Iteration 53Q: 3 clusters Score -1990508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1990498.250000 Penalty: 3224.415283
	Iteration 54Q: 3 clusters Score -1990498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1990484.750000 Penalty: 3224.415283
	Iteration 55Q: 3 clusters Score -1990485 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1990480.500000 Penalty: 3224.415283
	Iteration 56Q: 3 clusters Score -1990480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1990474.125000 Penalty: 3224.415283
	Iteration 57Q: 3 clusters Score -1990474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1990467.500000 Penalty: 3224.415283
	Iteration 58Q: 3 clusters Score -1990468 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1990454.625000 Penalty: 3224.415283
	Iteration 59Q: 3 clusters Score -1990455 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1990451.625000 Penalty: 3224.415283
	Iteration 60F: 3 clusters Score -1990452 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1990455.375000 Penalty: 3224.415283
	Iteration 61Q: 3 clusters Score -1990455 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1990435.750000 Penalty: 3224.415283
	Iteration 62Q: 3 clusters Score -1990436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1990424.875000 Penalty: 3224.415283
	Iteration 63Q: 3 clusters Score -1990425 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1990418.125000 Penalty: 3224.415283
	Iteration 64Q: 3 clusters Score -1990418 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1990408.500000 Penalty: 3224.415283
	Iteration 65Q: 3 clusters Score -1990408 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1990407.875000 Penalty: 3224.415283
	Iteration 66Q: 3 clusters Score -1990408 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1990410.250000 Penalty: 3224.415283
	Iteration 67Q: 3 clusters Score -1990410 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1990408.125000 Penalty: 3224.415283
	Iteration 68Q: 3 clusters Score -1990408 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1990415.500000 Penalty: 3224.415283
	Iteration 69Q: 3 clusters Score -1990416 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1990412.750000 Penalty: 3224.415283
	Iteration 70Q: 3 clusters Score -1990413 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1990409.000000 Penalty: 3224.415283
	Iteration 71Q: 3 clusters Score -1990409 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1990411.250000 Penalty: 3224.415283
	Iteration 72Q: 3 clusters Score -1990411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1990404.625000 Penalty: 3224.415283
	Iteration 73Q: 3 clusters Score -1990405 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1990397.500000 Penalty: 3224.415283
	Iteration 74Q: 3 clusters Score -1990398 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1990394.125000 Penalty: 3224.415283
	Iteration 75Q: 3 clusters Score -1990394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1990393.000000 Penalty: 3224.415283
	Iteration 76Q: 3 clusters Score -1990393 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1990393.500000 Penalty: 3224.415283
	Iteration 77Q: 3 clusters Score -1990394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1990385.750000 Penalty: 3224.415283
	Iteration 78Q: 3 clusters Score -1990386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1990385.750000 Penalty: 3224.415283
	Iteration 79Q: 3 clusters Score -1990386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1990385.500000 Penalty: 3224.415283
	Iteration 80F: 3 clusters Score -1990386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1990383.375000 Penalty: 3224.415283
	Iteration 81Q: 3 clusters Score -1990383 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1990382.250000 Penalty: 3224.415283
	Iteration 82Q: 3 clusters Score -1990382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1990378.250000 Penalty: 3224.415283
	Iteration 83Q: 3 clusters Score -1990378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1990377.125000 Penalty: 3224.415283
	Iteration 84Q: 3 clusters Score -1990377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1990376.875000 Penalty: 3224.415283
	Iteration 85Q: 3 clusters Score -1990377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1990375.000000 Penalty: 3224.415283
	Iteration 86Q: 3 clusters Score -1990375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1990374.375000 Penalty: 3224.415283
	Iteration 87Q: 3 clusters Score -1990374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1990376.125000 Penalty: 3224.415283
	Iteration 88Q: 3 clusters Score -1990376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1990377.375000 Penalty: 3224.415283
	Iteration 89Q: 3 clusters Score -1990377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1990370.625000 Penalty: 3224.415283
	Iteration 90Q: 3 clusters Score -1990371 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1990367.125000 Penalty: 3224.415283
	Iteration 91Q: 3 clusters Score -1990367 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1990361.125000 Penalty: 3224.415283
	Iteration 92Q: 3 clusters Score -1990361 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1990361.125000 Penalty: 3224.415283
	Iteration 93Q: 3 clusters Score -1990361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1990355.375000 Penalty: 3224.415283
	Iteration 94Q: 3 clusters Score -1990355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1990348.625000 Penalty: 3224.415283
	Iteration 95Q: 3 clusters Score -1990349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1990349.250000 Penalty: 3224.415283
	Iteration 96Q: 3 clusters Score -1990349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1990345.125000 Penalty: 3224.415283
	Iteration 97Q: 3 clusters Score -1990345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1990336.625000 Penalty: 3224.415283
	Iteration 98Q: 3 clusters Score -1990337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1990338.250000 Penalty: 3224.415283
	Iteration 99Q: 3 clusters Score -1990338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1990336.375000 Penalty: 3224.415283
	Iteration 100F: 3 clusters Score -1990336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1990330.500000 Penalty: 3224.415283
	Iteration 101Q: 3 clusters Score -1990330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1990326.750000 Penalty: 3224.415283
	Iteration 102Q: 3 clusters Score -1990327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1990323.500000 Penalty: 3224.415283
	Iteration 103Q: 3 clusters Score -1990324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1990320.875000 Penalty: 3224.415283
	Iteration 104Q: 3 clusters Score -1990321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1990313.375000 Penalty: 3224.415283
	Iteration 105Q: 3 clusters Score -1990313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1990312.000000 Penalty: 3224.415283
	Iteration 106Q: 3 clusters Score -1990312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1990316.375000 Penalty: 3224.415283
	Iteration 107Q: 3 clusters Score -1990316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1990320.750000 Penalty: 3224.415283
	Iteration 108Q: 3 clusters Score -1990321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1990313.250000 Penalty: 3224.415283
	Iteration 109Q: 3 clusters Score -1990313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1990311.875000 Penalty: 3224.415283
	Iteration 110Q: 3 clusters Score -1990312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1990307.875000 Penalty: 3224.415283
	Iteration 111Q: 3 clusters Score -1990308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1990308.000000 Penalty: 3224.415283
	Iteration 112Q: 3 clusters Score -1990308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1990301.000000 Penalty: 3224.415283
	Iteration 113Q: 3 clusters Score -1990301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1990297.500000 Penalty: 3224.415283
	Iteration 114Q: 3 clusters Score -1990298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1990302.500000 Penalty: 3224.415283
	Iteration 115Q: 3 clusters Score -1990302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1990303.875000 Penalty: 3224.415283
	Iteration 116Q: 3 clusters Score -1990304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1990307.875000 Penalty: 3224.415283
	Iteration 117Q: 3 clusters Score -1990308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1990319.000000 Penalty: 3224.415283
	Iteration 118Q: 3 clusters Score -1990319 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1990320.875000 Penalty: 3224.415283
	Iteration 119Q: 3 clusters Score -1990321 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1990325.375000 Penalty: 3224.415283
	Iteration 120F: 3 clusters Score -1990325 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1990334.875000 Penalty: 3224.415283
	Iteration 121Q: 3 clusters Score -1990335 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1990341.875000 Penalty: 3224.415283
	Iteration 122Q: 3 clusters Score -1990342 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1990358.000000 Penalty: 3224.415283
	Iteration 123Q: 3 clusters Score -1990358 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1990374.125000 Penalty: 3224.415283
	Iteration 124Q: 3 clusters Score -1990374 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1990387.000000 Penalty: 3224.415283
	Iteration 125Q: 3 clusters Score -1990387 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1990407.750000 Penalty: 3224.415283
	Iteration 126Q: 3 clusters Score -1990408 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1990430.750000 Penalty: 3224.415283
	Iteration 127Q: 3 clusters Score -1990431 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1990460.375000 Penalty: 3224.415283
	Iteration 128Q: 3 clusters Score -1990460 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1990495.000000 Penalty: 3224.415283
	Iteration 129Q: 3 clusters Score -1990495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1990538.125000 Penalty: 3224.415283
	Iteration 130Q: 3 clusters Score -1990538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1990568.750000 Penalty: 3224.415283
	Iteration 131Q: 3 clusters Score -1990569 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1990635.375000 Penalty: 3224.415283
	Iteration 132Q: 3 clusters Score -1990635 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1990696.750000 Penalty: 3224.415283
	Iteration 133Q: 3 clusters Score -1990697 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1990762.625000 Penalty: 3224.415283
	Iteration 134Q: 3 clusters Score -1990763 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1990813.125000 Penalty: 3224.415283
	Iteration 135Q: 3 clusters Score -1990813 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1990856.375000 Penalty: 3224.415283
	Iteration 136Q: 3 clusters Score -1990856 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1990907.625000 Penalty: 3224.415283
	Iteration 137Q: 3 clusters Score -1990908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1990950.500000 Penalty: 3224.415283
	Iteration 138Q: 3 clusters Score -1990950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1990989.000000 Penalty: 3224.415283
	Iteration 139Q: 3 clusters Score -1990989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1991018.000000 Penalty: 3224.415283
	Iteration 140F: 3 clusters Score -1991018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1991054.750000 Penalty: 3224.415283
	Iteration 141Q: 3 clusters Score -1991055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1991081.125000 Penalty: 3224.415283
	Iteration 142Q: 3 clusters Score -1991081 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1991123.750000 Penalty: 3224.415283
	Iteration 143Q: 3 clusters Score -1991124 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1991161.000000 Penalty: 3224.415283
	Iteration 144Q: 3 clusters Score -1991161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1991191.500000 Penalty: 3224.415283
	Iteration 145Q: 3 clusters Score -1991192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1991217.625000 Penalty: 3224.415283
	Iteration 146Q: 3 clusters Score -1991218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1991243.125000 Penalty: 3224.415283
	Iteration 147Q: 3 clusters Score -1991243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1991264.000000 Penalty: 3224.415283
	Iteration 148Q: 3 clusters Score -1991264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1991289.375000 Penalty: 3224.415283
	Iteration 149Q: 3 clusters Score -1991289 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1991305.625000 Penalty: 3224.415283
	Iteration 150Q: 3 clusters Score -1991306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1991312.000000 Penalty: 3224.415283
	Iteration 151Q: 3 clusters Score -1991312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1991327.375000 Penalty: 3224.415283
	Iteration 152Q: 3 clusters Score -1991327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1991339.750000 Penalty: 3224.415283
	Iteration 153Q: 3 clusters Score -1991340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1991358.875000 Penalty: 3224.415283
	Iteration 154Q: 3 clusters Score -1991359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1991379.875000 Penalty: 3224.415283
	Iteration 155Q: 3 clusters Score -1991380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1991396.125000 Penalty: 3224.415283
	Iteration 156Q: 3 clusters Score -1991396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1991403.750000 Penalty: 3224.415283
	Iteration 157Q: 3 clusters Score -1991404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1991412.375000 Penalty: 3224.415283
	Iteration 158Q: 3 clusters Score -1991412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1991418.875000 Penalty: 3224.415283
	Iteration 159Q: 3 clusters Score -1991419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1991425.750000 Penalty: 3224.415283
	Iteration 160F: 3 clusters Score -1991426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1991430.375000 Penalty: 3224.415283
	Iteration 161Q: 3 clusters Score -1991430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1991435.375000 Penalty: 3224.415283
	Iteration 162Q: 3 clusters Score -1991435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1991437.625000 Penalty: 3224.415283
	Iteration 163Q: 3 clusters Score -1991438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1991444.750000 Penalty: 3224.415283
	Iteration 164Q: 3 clusters Score -1991445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1991450.625000 Penalty: 3224.415283
	Iteration 165Q: 3 clusters Score -1991451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1991453.750000 Penalty: 3224.415283
	Iteration 166Q: 3 clusters Score -1991454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1991461.250000 Penalty: 3224.415283
	Iteration 167Q: 3 clusters Score -1991461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1991469.250000 Penalty: 3224.415283
	Iteration 168Q: 3 clusters Score -1991469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1991475.750000 Penalty: 3224.415283
	Iteration 169Q: 3 clusters Score -1991476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1991482.500000 Penalty: 3224.415283
	Iteration 170Q: 3 clusters Score -1991482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1991489.625000 Penalty: 3224.415283
	Iteration 171Q: 3 clusters Score -1991490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1991491.125000 Penalty: 3224.415283
	Iteration 172Q: 3 clusters Score -1991491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1991495.750000 Penalty: 3224.415283
	Iteration 173Q: 3 clusters Score -1991496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1991495.750000 Penalty: 3224.415283
	Iteration 174Q: 3 clusters Score -1991496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1991496.000000 Penalty: 3224.415283
	Iteration 175Q: 3 clusters Score -1991496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1991500.000000 Penalty: 3224.415283
	Iteration 176Q: 3 clusters Score -1991500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1991497.875000 Penalty: 3224.415283
	Iteration 177Q: 3 clusters Score -1991498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1991502.750000 Penalty: 3224.415283
	Iteration 178Q: 3 clusters Score -1991503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1991504.375000 Penalty: 3224.415283
	Iteration 179Q: 3 clusters Score -1991504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1991507.000000 Penalty: 3224.415283
	Iteration 180F: 3 clusters Score -1991507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1991511.875000 Penalty: 3224.415283
	Iteration 181Q: 3 clusters Score -1991512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1991510.250000 Penalty: 3224.415283
	Iteration 182Q: 3 clusters Score -1991510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1991511.375000 Penalty: 3224.415283
	Iteration 183Q: 3 clusters Score -1991511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1991510.375000 Penalty: 3224.415283
	Iteration 184Q: 3 clusters Score -1991510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1991510.375000 Penalty: 3224.415283
	Iteration 185F: 3 clusters Score -1991510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15607 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39194 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 49031 members 
Mstep: Class 18 contains 22629 members 
Mstep: Class 19 contains 34179 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38951 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5681 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39455 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30033 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36852 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4462 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784252.000000 Penalty: 98713.132812
Iteration 439Q: 47 clusters Score -4.978425e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39087 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 49043 members 
Mstep: Class 18 contains 22734 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38954 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39452 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29802 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36840 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4479 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784000.000000 Penalty: 98713.132812
Iteration 440F: 47 clusters Score -4.9784e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38765 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 49051 members 
Mstep: Class 18 contains 22806 members 
Mstep: Class 19 contains 34448 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38953 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39450 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29902 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36826 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4500 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783792.000000 Penalty: 98713.132812
Iteration 441Q: 47 clusters Score -4.978379e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38333 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 49081 members 
Mstep: Class 18 contains 22843 members 
Mstep: Class 19 contains 34453 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38952 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39449 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30218 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36818 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4508 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783936.000000 Penalty: 98713.132812
Iteration 442Q: 47 clusters Score -4.978394e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 49100 members 
Mstep: Class 18 contains 22863 members 
Mstep: Class 19 contains 34407 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38952 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39453 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30659 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36817 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4512 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784348.000000 Penalty: 98713.132812
Iteration 443Q: 47 clusters Score -4.978435e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 29397 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15609 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37274 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49139 members 
Mstep: Class 18 contains 22867 members 
Mstep: Class 19 contains 34318 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38952 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39449 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31217 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36824 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4517 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784852.000000 Penalty: 98713.132812
Iteration 444Q: 47 clusters Score -4.978485e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36702 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49177 members 
Mstep: Class 18 contains 22856 members 
Mstep: Class 19 contains 34206 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38946 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5686 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39446 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31851 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36833 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4526 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785296.000000 Penalty: 98713.132812
Iteration 445Q: 47 clusters Score -4.97853e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36188 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49194 members 
Mstep: Class 18 contains 22847 members 
Mstep: Class 19 contains 34061 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38948 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5686 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39446 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32494 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36837 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4532 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785820.000000 Penalty: 98713.132812
Iteration 446Q: 47 clusters Score -4.978582e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35692 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 49190 members 
Mstep: Class 18 contains 22817 members 
Mstep: Class 19 contains 33924 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38946 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39445 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33173 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36838 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4531 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786016.000000 Penalty: 98713.132812
Iteration 447Q: 47 clusters Score -4.978602e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35199 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 22794 members 
Mstep: Class 19 contains 33790 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39445 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33837 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36828 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4529 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786296.000000 Penalty: 98713.132812
Iteration 448Q: 47 clusters Score -4.97863e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34718 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 49216 members 
Mstep: Class 18 contains 22749 members 
Mstep: Class 19 contains 33650 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38948 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5681 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39444 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34523 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36825 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4527 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786796.000000 Penalty: 98713.132812
Iteration 449Q: 47 clusters Score -4.97868e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34196 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 49225 members 
Mstep: Class 18 contains 22708 members 
Mstep: Class 19 contains 33522 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38944 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39446 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35230 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36814 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4528 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787276.000000 Penalty: 98713.132812
Iteration 450Q: 47 clusters Score -4.978728e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 33598 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 49238 members 
Mstep: Class 18 contains 22680 members 
Mstep: Class 19 contains 33397 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38945 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39450 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35985 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36817 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4525 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787484.000000 Penalty: 98713.132812
Iteration 451Q: 47 clusters Score -4.978748e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23836 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32873 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 22641 members 
Mstep: Class 19 contains 33286 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38945 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39448 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36859 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36821 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4548 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787064.000000 Penalty: 98713.132812
Iteration 452Q: 47 clusters Score -4.978706e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23836 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32074 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 49195 members 
Mstep: Class 18 contains 22615 members 
Mstep: Class 19 contains 33202 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38946 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39452 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37751 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36825 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4583 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786456.000000 Penalty: 98713.132812
Iteration 453Q: 47 clusters Score -4.978646e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29394 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31390 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 49216 members 
Mstep: Class 18 contains 22565 members 
Mstep: Class 19 contains 33157 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5681 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39457 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38453 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36830 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4631 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785492.000000 Penalty: 98713.132812
Iteration 454Q: 47 clusters Score -4.978549e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23838 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 49288 members 
Mstep: Class 18 contains 22541 members 
Mstep: Class 19 contains 33117 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38955 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5679 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39456 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38868 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36836 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4681 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784828.000000 Penalty: 98713.132812
Iteration 455Q: 47 clusters Score -4.978483e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23840 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30693 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 49362 members 
Mstep: Class 18 contains 22516 members 
Mstep: Class 19 contains 33084 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38959 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39455 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 39007 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36838 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4726 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784316.000000 Penalty: 98713.132812
Iteration 456Q: 47 clusters Score -4.978432e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29394 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23840 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30765 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 49431 members 
Mstep: Class 18 contains 22481 members 
Mstep: Class 19 contains 33057 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38961 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5677 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39453 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38895 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36839 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4761 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784276.000000 Penalty: 98713.132812
Iteration 457Q: 47 clusters Score -4.978428e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29393 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23841 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31021 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 49462 members 
Mstep: Class 18 contains 22452 members 
Mstep: Class 19 contains 33054 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38960 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5677 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39454 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38633 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36836 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4770 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784484.000000 Penalty: 98713.132812
Iteration 458Q: 47 clusters Score -4.978448e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29388 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23840 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31394 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 49451 members 
Mstep: Class 18 contains 22439 members 
Mstep: Class 19 contains 33051 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38965 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39454 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 38290 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36839 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4762 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784548.000000 Penalty: 98713.132812
Iteration 459Q: 47 clusters Score -4.978455e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23840 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31885 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 49417 members 
Mstep: Class 18 contains 22412 members 
Mstep: Class 19 contains 33045 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38966 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 39454 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 37881 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36844 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784612.000000 Penalty: 98713.132812
Iteration 460F: 47 clusters Score -4.978461e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23840 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32427 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 49357 members 
Mstep: Class 18 contains 22380 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38970 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39453 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 37462 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36849 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 4723 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784892.000000 Penalty: 98713.132812
Iteration 461Q: 47 clusters Score -4.978489e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23839 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32997 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 49333 members 
Mstep: Class 18 contains 22369 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38973 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5674 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39450 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 36981 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36846 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4685 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785200.000000 Penalty: 98713.132812
Iteration 462Q: 47 clusters Score -4.97852e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23840 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 33614 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 49322 members 
Mstep: Class 18 contains 22348 members 
Mstep: Class 19 contains 32999 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38973 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39449 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 36453 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36853 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4649 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785572.000000 Penalty: 98713.132812
Iteration 463Q: 47 clusters Score -4.978557e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23840 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34262 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 49282 members 
Mstep: Class 18 contains 22319 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38976 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39446 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 35947 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36863 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4604 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786068.000000 Penalty: 98713.132812
Iteration 464Q: 47 clusters Score -4.978607e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23838 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34965 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 49234 members 
Mstep: Class 18 contains 22303 members 
Mstep: Class 19 contains 32917 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38979 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 39451 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 35389 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36872 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4558 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786356.000000 Penalty: 98713.132812
Iteration 465Q: 47 clusters Score -4.978636e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23838 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35718 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 49152 members 
Mstep: Class 18 contains 22315 members 
Mstep: Class 19 contains 32901 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38977 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39450 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 34758 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36875 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4523 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786800.000000 Penalty: 98713.132812
Iteration 466Q: 47 clusters Score -4.97868e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23838 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36495 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 49091 members 
Mstep: Class 18 contains 22330 members 
Mstep: Class 19 contains 32956 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39444 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 33993 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36884 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4495 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787064.000000 Penalty: 98713.132812
Iteration 467Q: 47 clusters Score -4.978706e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23837 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37182 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 49081 members 
Mstep: Class 18 contains 22379 members 
Mstep: Class 19 contains 33090 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38983 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39443 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 33161 members 
Mstep: Class 37 contains 3547 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36891 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4467 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786716.000000 Penalty: 98713.132812
Iteration 468Q: 47 clusters Score -4.978672e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23836 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37895 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 49069 members 
Mstep: Class 18 contains 22415 members 
Mstep: Class 19 contains 33302 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38989 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5674 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39441 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 32220 members 
Mstep: Class 37 contains 3546 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36891 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4456 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786208.000000 Penalty: 98713.132812
Iteration 469Q: 47 clusters Score -4.978621e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 38512 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 49064 members 
Mstep: Class 18 contains 22471 members 
Mstep: Class 19 contains 33559 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38996 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5674 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39445 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31308 members 
Mstep: Class 37 contains 3545 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36881 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4447 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785360.000000 Penalty: 98713.132812
Iteration 470Q: 47 clusters Score -4.978536e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38907 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 49042 members 
Mstep: Class 18 contains 22554 members 
Mstep: Class 19 contains 33841 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38996 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5677 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39444 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30577 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36864 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4450 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784692.000000 Penalty: 98713.132812
Iteration 471Q: 47 clusters Score -4.978469e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 39070 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 49016 members 
Mstep: Class 18 contains 22653 members 
Mstep: Class 19 contains 34063 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38997 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39444 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30119 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36865 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4455 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784420.000000 Penalty: 98713.132812
Iteration 472Q: 47 clusters Score -4.978442e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23833 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38954 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 49042 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 34229 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38995 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39445 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 29932 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36866 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4479 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784080.000000 Penalty: 98713.132812
Iteration 473Q: 47 clusters Score -4.978408e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38638 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 49051 members 
Mstep: Class 18 contains 22783 members 
Mstep: Class 19 contains 34311 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38996 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39441 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30049 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36863 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4498 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783852.000000 Penalty: 98713.132812
Iteration 474Q: 47 clusters Score -4.978385e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 49069 members 
Mstep: Class 18 contains 22818 members 
Mstep: Class 19 contains 34301 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38993 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39440 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30377 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36866 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784164.000000 Penalty: 98713.132812
Iteration 475Q: 47 clusters Score -4.978416e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23831 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 37708 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 49097 members 
Mstep: Class 18 contains 22826 members 
Mstep: Class 19 contains 34254 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38990 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39445 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 30836 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36864 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4520 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784584.000000 Penalty: 98713.132812
Iteration 476Q: 47 clusters Score -4.978458e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23831 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 37139 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 49132 members 
Mstep: Class 18 contains 22834 members 
Mstep: Class 19 contains 34184 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38986 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39443 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 31401 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36866 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4523 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784968.000000 Penalty: 98713.132812
Iteration 477Q: 47 clusters Score -4.978497e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23831 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36563 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 49180 members 
Mstep: Class 18 contains 22835 members 
Mstep: Class 19 contains 34100 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38982 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39438 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32012 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36862 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4529 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785396.000000 Penalty: 98713.132812
Iteration 478Q: 47 clusters Score -4.97854e+07 nChanged 1269
Entering ConstructFrom: 
Score: -49785396.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -328774.500000 Penalty: 1324.872559
	Iteration 0F: 2 clusters Score -328774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -325733.531250 Penalty: 2649.745117
	Iteration 0F: 3 clusters Score -325733.5 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -326493.531250 Penalty: 2649.745117
	Iteration 1F: 3 clusters Score -326493.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -326679.156250 Penalty: 2649.745117
	Iteration 2F: 3 clusters Score -326679.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -326794.812500 Penalty: 2649.745117
	Iteration 3F: 3 clusters Score -326794.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -326901.593750 Penalty: 2649.745117
	Iteration 4Q: 3 clusters Score -326901.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -327011.406250 Penalty: 2649.745117
	Iteration 5Q: 3 clusters Score -327011.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -327119.906250 Penalty: 2649.745117
	Iteration 6Q: 3 clusters Score -327119.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -327222.031250 Penalty: 2649.745117
	Iteration 7Q: 3 clusters Score -327222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -327300.062500 Penalty: 2649.745117
	Iteration 8Q: 3 clusters Score -327300.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -327345.812500 Penalty: 2649.745117
	Iteration 9Q: 3 clusters Score -327345.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -327392.062500 Penalty: 2649.745117
	Iteration 10Q: 3 clusters Score -327392.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -327427.875000 Penalty: 2649.745117
	Iteration 11Q: 3 clusters Score -327427.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -327465.531250 Penalty: 2649.745117
	Iteration 12Q: 3 clusters Score -327465.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -327514.531250 Penalty: 2649.745117
	Iteration 13Q: 3 clusters Score -327514.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -327570.437500 Penalty: 2649.745117
	Iteration 14Q: 3 clusters Score -327570.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -327642.437500 Penalty: 2649.745117
	Iteration 15Q: 3 clusters Score -327642.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -327731.437500 Penalty: 2649.745117
	Iteration 16Q: 3 clusters Score -327731.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -327802.437500 Penalty: 2649.745117
	Iteration 17Q: 3 clusters Score -327802.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -327838.781250 Penalty: 2649.745117
	Iteration 18Q: 3 clusters Score -327838.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -327858.312500 Penalty: 2649.745117
	Iteration 19Q: 3 clusters Score -327858.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -327876.125000 Penalty: 2649.745117
	Iteration 20F: 3 clusters Score -327876.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -327889.875000 Penalty: 2649.745117
	Iteration 21Q: 3 clusters Score -327889.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -327899.625000 Penalty: 2649.745117
	Iteration 22Q: 3 clusters Score -327899.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -327907.750000 Penalty: 2649.745117
	Iteration 23Q: 3 clusters Score -327907.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -327918.062500 Penalty: 2649.745117
	Iteration 24Q: 3 clusters Score -327918.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -327929.312500 Penalty: 2649.745117
	Iteration 25Q: 3 clusters Score -327929.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -327932.968750 Penalty: 2649.745117
	Iteration 26Q: 3 clusters Score -327933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -327936.937500 Penalty: 2649.745117
	Iteration 27Q: 3 clusters Score -327936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -327942.000000 Penalty: 2649.745117
	Iteration 28Q: 3 clusters Score -327942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -327945.718750 Penalty: 2649.745117
	Iteration 29Q: 3 clusters Score -327945.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -327950.343750 Penalty: 2649.745117
	Iteration 30Q: 3 clusters Score -327950.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -327951.562500 Penalty: 2649.745117
	Iteration 31Q: 3 clusters Score -327951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -327953.468750 Penalty: 2649.745117
	Iteration 32Q: 3 clusters Score -327953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -327953.125000 Penalty: 2649.745117
	Iteration 33Q: 3 clusters Score -327953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -327953.375000 Penalty: 2649.745117
	Iteration 34Q: 3 clusters Score -327953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -327953.625000 Penalty: 2649.745117
	Iteration 35Q: 3 clusters Score -327953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -327953.625000 Penalty: 2649.745117
	Iteration 36F: 3 clusters Score -327953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -92324.117188 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -92324.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -90813.906250 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -90813.91 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -91239.648438 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -91239.65 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -91515.742188 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -91515.74 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -91695.132812 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -91695.13 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -91886.632812 Penalty: 2302.101074
	Iteration 4F: 3 clusters Score -91886.63 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92087.953125 Penalty: 2302.101074
	Iteration 5F: 3 clusters Score -92087.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92197.835938 Penalty: 2302.101074
	Iteration 6F: 3 clusters Score -92197.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92269.156250 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -92269.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92326.531250 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -92326.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92346.695312 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -92346.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92351.687500 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -92351.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92353.093750 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -92353.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92353.726562 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -92353.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92355.546875 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -92355.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92356.523438 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -92356.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92357.257812 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -92357.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92357.257812 Penalty: 2302.101074
	Iteration 16F: 3 clusters Score -92357.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 22818 members 
Mstep: Class 19 contains 33958 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39434 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32649 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36859 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4536 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20640 members 
Mstep: Class 47 contains 398 members 
Entering Unmasked Estep 
Score: -49784804.000000 Penalty: 100859.070312
Splitting cluster 2 changes total score from -49785396.000000 to -49784804.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -603170.125000 Penalty: 1425.876099
	Iteration 0F: 2 clusters Score -603170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -598268.812500 Penalty: 2851.752197
	Iteration 0F: 3 clusters Score -598268.8 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -599787.437500 Penalty: 2851.752197
	Iteration 1F: 3 clusters Score -599787.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -600126.000000 Penalty: 2851.752197
	Iteration 2F: 3 clusters Score -600126 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -600522.500000 Penalty: 2851.752197
	Iteration 3F: 3 clusters Score -600522.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -600935.312500 Penalty: 2851.752197
	Iteration 4F: 3 clusters Score -600935.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -601273.437500 Penalty: 2851.752197
	Iteration 5F: 3 clusters Score -601273.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -601541.937500 Penalty: 2851.752197
	Iteration 6F: 3 clusters Score -601541.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -601764.875000 Penalty: 2851.752197
	Iteration 7Q: 3 clusters Score -601764.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -601973.500000 Penalty: 2851.752197
	Iteration 8Q: 3 clusters Score -601973.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -602150.437500 Penalty: 2851.752197
	Iteration 9Q: 3 clusters Score -602150.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -602299.500000 Penalty: 2851.752197
	Iteration 10Q: 3 clusters Score -602299.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -602432.937500 Penalty: 2851.752197
	Iteration 11Q: 3 clusters Score -602432.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -602527.625000 Penalty: 2851.752197
	Iteration 12Q: 3 clusters Score -602527.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -602605.437500 Penalty: 2851.752197
	Iteration 13Q: 3 clusters Score -602605.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -602660.812500 Penalty: 2851.752197
	Iteration 14Q: 3 clusters Score -602660.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -602702.125000 Penalty: 2851.752197
	Iteration 15Q: 3 clusters Score -602702.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -602742.250000 Penalty: 2851.752197
	Iteration 16Q: 3 clusters Score -602742.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -602774.250000 Penalty: 2851.752197
	Iteration 17Q: 3 clusters Score -602774.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -602798.687500 Penalty: 2851.752197
	Iteration 18Q: 3 clusters Score -602798.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -602828.687500 Penalty: 2851.752197
	Iteration 19Q: 3 clusters Score -602828.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -602842.875000 Penalty: 2851.752197
	Iteration 20F: 3 clusters Score -602842.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -602855.687500 Penalty: 2851.752197
	Iteration 21Q: 3 clusters Score -602855.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -602866.875000 Penalty: 2851.752197
	Iteration 22Q: 3 clusters Score -602866.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -602873.937500 Penalty: 2851.752197
	Iteration 23Q: 3 clusters Score -602873.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -602883.687500 Penalty: 2851.752197
	Iteration 24Q: 3 clusters Score -602883.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -602890.500000 Penalty: 2851.752197
	Iteration 25Q: 3 clusters Score -602890.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -602895.000000 Penalty: 2851.752197
	Iteration 26Q: 3 clusters Score -602895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -602899.375000 Penalty: 2851.752197
	Iteration 27Q: 3 clusters Score -602899.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -602905.312500 Penalty: 2851.752197
	Iteration 28Q: 3 clusters Score -602905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -602907.562500 Penalty: 2851.752197
	Iteration 29Q: 3 clusters Score -602907.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -602912.062500 Penalty: 2851.752197
	Iteration 30Q: 3 clusters Score -602912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -602915.687500 Penalty: 2851.752197
	Iteration 31Q: 3 clusters Score -602915.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -602917.625000 Penalty: 2851.752197
	Iteration 32Q: 3 clusters Score -602917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -602919.125000 Penalty: 2851.752197
	Iteration 33Q: 3 clusters Score -602919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -602921.187500 Penalty: 2851.752197
	Iteration 34Q: 3 clusters Score -602921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -602921.250000 Penalty: 2851.752197
	Iteration 35Q: 3 clusters Score -602921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -602924.562500 Penalty: 2851.752197
	Iteration 36Q: 3 clusters Score -602924.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -602926.437500 Penalty: 2851.752197
	Iteration 37Q: 3 clusters Score -602926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -602929.375000 Penalty: 2851.752197
	Iteration 38Q: 3 clusters Score -602929.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -602931.187500 Penalty: 2851.752197
	Iteration 39Q: 3 clusters Score -602931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -602932.562500 Penalty: 2851.752197
	Iteration 40F: 3 clusters Score -602932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -602935.500000 Penalty: 2851.752197
	Iteration 41Q: 3 clusters Score -602935.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -602939.187500 Penalty: 2851.752197
	Iteration 42Q: 3 clusters Score -602939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -602939.875000 Penalty: 2851.752197
	Iteration 43Q: 3 clusters Score -602939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -602942.500000 Penalty: 2851.752197
	Iteration 44Q: 3 clusters Score -602942.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -602945.187500 Penalty: 2851.752197
	Iteration 45Q: 3 clusters Score -602945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -602947.000000 Penalty: 2851.752197
	Iteration 46Q: 3 clusters Score -602947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -602947.312500 Penalty: 2851.752197
	Iteration 47Q: 3 clusters Score -602947.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -602948.625000 Penalty: 2851.752197
	Iteration 48Q: 3 clusters Score -602948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -602951.812500 Penalty: 2851.752197
	Iteration 49Q: 3 clusters Score -602951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -602952.875000 Penalty: 2851.752197
	Iteration 50Q: 3 clusters Score -602952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -602956.187500 Penalty: 2851.752197
	Iteration 51Q: 3 clusters Score -602956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -602959.812500 Penalty: 2851.752197
	Iteration 52Q: 3 clusters Score -602959.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -602962.375000 Penalty: 2851.752197
	Iteration 53Q: 3 clusters Score -602962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -602968.812500 Penalty: 2851.752197
	Iteration 54Q: 3 clusters Score -602968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -602971.375000 Penalty: 2851.752197
	Iteration 55Q: 3 clusters Score -602971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -602973.625000 Penalty: 2851.752197
	Iteration 56Q: 3 clusters Score -602973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -602975.937500 Penalty: 2851.752197
	Iteration 57Q: 3 clusters Score -602975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -602976.250000 Penalty: 2851.752197
	Iteration 58Q: 3 clusters Score -602976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -602976.312500 Penalty: 2851.752197
	Iteration 59Q: 3 clusters Score -602976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -602975.062500 Penalty: 2851.752197
	Iteration 60F: 3 clusters Score -602975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -602976.437500 Penalty: 2851.752197
	Iteration 61Q: 3 clusters Score -602976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -602978.062500 Penalty: 2851.752197
	Iteration 62Q: 3 clusters Score -602978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -602978.500000 Penalty: 2851.752197
	Iteration 63Q: 3 clusters Score -602978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -602979.687500 Penalty: 2851.752197
	Iteration 64Q: 3 clusters Score -602979.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -602981.312500 Penalty: 2851.752197
	Iteration 65Q: 3 clusters Score -602981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -602981.562500 Penalty: 2851.752197
	Iteration 66Q: 3 clusters Score -602981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -602982.687500 Penalty: 2851.752197
	Iteration 67Q: 3 clusters Score -602982.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -602983.562500 Penalty: 2851.752197
	Iteration 68Q: 3 clusters Score -602983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -602985.500000 Penalty: 2851.752197
	Iteration 69Q: 3 clusters Score -602985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -602985.750000 Penalty: 2851.752197
	Iteration 70Q: 3 clusters Score -602985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -602986.750000 Penalty: 2851.752197
	Iteration 71Q: 3 clusters Score -602986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -602986.750000 Penalty: 2851.752197
	Iteration 72F: 3 clusters Score -602986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Entering Unmasked Estep 
Score: -2827265.750000 Penalty: 1671.844482
	Iteration 0F: 2 clusters Score -2827266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2807550.000000 Penalty: 3343.688965
	Iteration 0F: 3 clusters Score -2807550 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2815077.250000 Penalty: 3343.688965
	Iteration 1F: 3 clusters Score -2815077 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2815663.750000 Penalty: 3343.688965
	Iteration 2Q: 3 clusters Score -2815664 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2816398.250000 Penalty: 3343.688965
	Iteration 3F: 3 clusters Score -2816398 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2817322.500000 Penalty: 3343.688965
	Iteration 4F: 3 clusters Score -2817322 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2818502.250000 Penalty: 3343.688965
	Iteration 5F: 3 clusters Score -2818502 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2819802.250000 Penalty: 3343.688965
	Iteration 6F: 3 clusters Score -2819802 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2821067.500000 Penalty: 3343.688965
	Iteration 7F: 3 clusters Score -2821068 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2822152.000000 Penalty: 3343.688965
	Iteration 8F: 3 clusters Score -2822152 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2822906.500000 Penalty: 3343.688965
	Iteration 9Q: 3 clusters Score -2822906 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2823393.250000 Penalty: 3343.688965
	Iteration 10Q: 3 clusters Score -2823393 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -2823760.000000 Penalty: 3343.688965
	Iteration 11Q: 3 clusters Score -2823760 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2824007.500000 Penalty: 3343.688965
	Iteration 12Q: 3 clusters Score -2824008 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -2824193.750000 Penalty: 3343.688965
	Iteration 13Q: 3 clusters Score -2824194 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2824342.500000 Penalty: 3343.688965
	Iteration 14Q: 3 clusters Score -2824342 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2824513.750000 Penalty: 3343.688965
	Iteration 15Q: 3 clusters Score -2824514 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2824644.750000 Penalty: 3343.688965
	Iteration 16Q: 3 clusters Score -2824645 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -2824792.750000 Penalty: 3343.688965
	Iteration 17Q: 3 clusters Score -2824793 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -2824931.500000 Penalty: 3343.688965
	Iteration 18Q: 3 clusters Score -2824932 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2825035.500000 Penalty: 3343.688965
	Iteration 19Q: 3 clusters Score -2825036 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2825151.500000 Penalty: 3343.688965
	Iteration 20F: 3 clusters Score -2825152 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2825259.250000 Penalty: 3343.688965
	Iteration 21Q: 3 clusters Score -2825259 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2825325.250000 Penalty: 3343.688965
	Iteration 22Q: 3 clusters Score -2825325 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -2825402.000000 Penalty: 3343.688965
	Iteration 23Q: 3 clusters Score -2825402 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -2825453.500000 Penalty: 3343.688965
	Iteration 24Q: 3 clusters Score -2825454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -2825497.500000 Penalty: 3343.688965
	Iteration 25Q: 3 clusters Score -2825498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2825539.500000 Penalty: 3343.688965
	Iteration 26Q: 3 clusters Score -2825540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2825597.500000 Penalty: 3343.688965
	Iteration 27Q: 3 clusters Score -2825598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -2825627.500000 Penalty: 3343.688965
	Iteration 28Q: 3 clusters Score -2825628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2825657.500000 Penalty: 3343.688965
	Iteration 29Q: 3 clusters Score -2825658 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -2825679.750000 Penalty: 3343.688965
	Iteration 30Q: 3 clusters Score -2825680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -2825699.000000 Penalty: 3343.688965
	Iteration 31Q: 3 clusters Score -2825699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -2825718.250000 Penalty: 3343.688965
	Iteration 32Q: 3 clusters Score -2825718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -2825738.250000 Penalty: 3343.688965
	Iteration 33Q: 3 clusters Score -2825738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -2825754.250000 Penalty: 3343.688965
	Iteration 34Q: 3 clusters Score -2825754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -2825768.000000 Penalty: 3343.688965
	Iteration 35Q: 3 clusters Score -2825768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -2825774.250000 Penalty: 3343.688965
	Iteration 36Q: 3 clusters Score -2825774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -2825802.500000 Penalty: 3343.688965
	Iteration 37Q: 3 clusters Score -2825802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -2825827.500000 Penalty: 3343.688965
	Iteration 38Q: 3 clusters Score -2825828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -2825835.500000 Penalty: 3343.688965
	Iteration 39Q: 3 clusters Score -2825836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -2825836.750000 Penalty: 3343.688965
	Iteration 40F: 3 clusters Score -2825837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2825844.500000 Penalty: 3343.688965
	Iteration 41Q: 3 clusters Score -2825844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -2825851.750000 Penalty: 3343.688965
	Iteration 42Q: 3 clusters Score -2825852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -2825863.500000 Penalty: 3343.688965
	Iteration 43Q: 3 clusters Score -2825864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -2825858.750000 Penalty: 3343.688965
	Iteration 44Q: 3 clusters Score -2825859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2825864.750000 Penalty: 3343.688965
	Iteration 45Q: 3 clusters Score -2825865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -2825871.000000 Penalty: 3343.688965
	Iteration 46Q: 3 clusters Score -2825871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2825878.750000 Penalty: 3343.688965
	Iteration 47Q: 3 clusters Score -2825879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -2825870.500000 Penalty: 3343.688965
	Iteration 48Q: 3 clusters Score -2825870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2825871.750000 Penalty: 3343.688965
	Iteration 49Q: 3 clusters Score -2825872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -2825874.000000 Penalty: 3343.688965
	Iteration 50Q: 3 clusters Score -2825874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2825874.750000 Penalty: 3343.688965
	Iteration 51Q: 3 clusters Score -2825875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -2825874.750000 Penalty: 3343.688965
	Iteration 52Q: 3 clusters Score -2825875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -2825871.500000 Penalty: 3343.688965
	Iteration 53Q: 3 clusters Score -2825872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2825875.250000 Penalty: 3343.688965
	Iteration 54Q: 3 clusters Score -2825875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2825874.000000 Penalty: 3343.688965
	Iteration 55Q: 3 clusters Score -2825874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2825879.000000 Penalty: 3343.688965
	Iteration 56Q: 3 clusters Score -2825879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2825879.000000 Penalty: 3343.688965
	Iteration 57F: 3 clusters Score -2825879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -679804.625000 Penalty: 1445.762207
	Iteration 0F: 2 clusters Score -679804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -674311.125000 Penalty: 2891.524414
	Iteration 0F: 3 clusters Score -674311.1 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -676035.187500 Penalty: 2891.524414
	Iteration 1F: 3 clusters Score -676035.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -676264.625000 Penalty: 2891.524414
	Iteration 2F: 3 clusters Score -676264.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -676431.687500 Penalty: 2891.524414
	Iteration 3F: 3 clusters Score -676431.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -676556.312500 Penalty: 2891.524414
	Iteration 4Q: 3 clusters Score -676556.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -676647.000000 Penalty: 2891.524414
	Iteration 5Q: 3 clusters Score -676647 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -676712.875000 Penalty: 2891.524414
	Iteration 6Q: 3 clusters Score -676712.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -676772.812500 Penalty: 2891.524414
	Iteration 7Q: 3 clusters Score -676772.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -676833.312500 Penalty: 2891.524414
	Iteration 8Q: 3 clusters Score -676833.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -676898.062500 Penalty: 2891.524414
	Iteration 9Q: 3 clusters Score -676898.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -676972.000000 Penalty: 2891.524414
	Iteration 10Q: 3 clusters Score -676972 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -677071.125000 Penalty: 2891.524414
	Iteration 11Q: 3 clusters Score -677071.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -677198.250000 Penalty: 2891.524414
	Iteration 12Q: 3 clusters Score -677198.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -677314.812500 Penalty: 2891.524414
	Iteration 13Q: 3 clusters Score -677314.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -677408.375000 Penalty: 2891.524414
	Iteration 14Q: 3 clusters Score -677408.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -677519.125000 Penalty: 2891.524414
	Iteration 15Q: 3 clusters Score -677519.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -677636.062500 Penalty: 2891.524414
	Iteration 16Q: 3 clusters Score -677636.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -677735.125000 Penalty: 2891.524414
	Iteration 17Q: 3 clusters Score -677735.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -677835.875000 Penalty: 2891.524414
	Iteration 18Q: 3 clusters Score -677835.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -677954.687500 Penalty: 2891.524414
	Iteration 19Q: 3 clusters Score -677954.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -678085.312500 Penalty: 2891.524414
	Iteration 20F: 3 clusters Score -678085.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -678226.312500 Penalty: 2891.524414
	Iteration 21Q: 3 clusters Score -678226.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -678364.812500 Penalty: 2891.524414
	Iteration 22Q: 3 clusters Score -678364.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -678472.187500 Penalty: 2891.524414
	Iteration 23Q: 3 clusters Score -678472.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -678540.250000 Penalty: 2891.524414
	Iteration 24Q: 3 clusters Score -678540.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -678575.625000 Penalty: 2891.524414
	Iteration 25Q: 3 clusters Score -678575.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -678595.875000 Penalty: 2891.524414
	Iteration 26Q: 3 clusters Score -678595.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -678610.812500 Penalty: 2891.524414
	Iteration 27Q: 3 clusters Score -678610.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -678622.750000 Penalty: 2891.524414
	Iteration 28Q: 3 clusters Score -678622.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -678635.687500 Penalty: 2891.524414
	Iteration 29Q: 3 clusters Score -678635.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -678640.875000 Penalty: 2891.524414
	Iteration 30Q: 3 clusters Score -678640.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -678646.812500 Penalty: 2891.524414
	Iteration 31Q: 3 clusters Score -678646.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -678651.312500 Penalty: 2891.524414
	Iteration 32Q: 3 clusters Score -678651.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -678655.875000 Penalty: 2891.524414
	Iteration 33Q: 3 clusters Score -678655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -678658.750000 Penalty: 2891.524414
	Iteration 34Q: 3 clusters Score -678658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -678661.125000 Penalty: 2891.524414
	Iteration 35Q: 3 clusters Score -678661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -678661.875000 Penalty: 2891.524414
	Iteration 36Q: 3 clusters Score -678661.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -678662.437500 Penalty: 2891.524414
	Iteration 37Q: 3 clusters Score -678662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -678661.750000 Penalty: 2891.524414
	Iteration 38Q: 3 clusters Score -678661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -678663.312500 Penalty: 2891.524414
	Iteration 39Q: 3 clusters Score -678663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -678668.750000 Penalty: 2891.524414
	Iteration 40F: 3 clusters Score -678668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -678672.687500 Penalty: 2891.524414
	Iteration 41Q: 3 clusters Score -678672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -678675.500000 Penalty: 2891.524414
	Iteration 42Q: 3 clusters Score -678675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -678678.000000 Penalty: 2891.524414
	Iteration 43Q: 3 clusters Score -678678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -678679.937500 Penalty: 2891.524414
	Iteration 44Q: 3 clusters Score -678679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -678682.125000 Penalty: 2891.524414
	Iteration 45Q: 3 clusters Score -678682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -678682.625000 Penalty: 2891.524414
	Iteration 46Q: 3 clusters Score -678682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -678684.625000 Penalty: 2891.524414
	Iteration 47Q: 3 clusters Score -678684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -678686.437500 Penalty: 2891.524414
	Iteration 48Q: 3 clusters Score -678686.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -678687.250000 Penalty: 2891.524414
	Iteration 49Q: 3 clusters Score -678687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -678687.187500 Penalty: 2891.524414
	Iteration 50Q: 3 clusters Score -678687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -678688.437500 Penalty: 2891.524414
	Iteration 51Q: 3 clusters Score -678688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -678688.937500 Penalty: 2891.524414
	Iteration 52Q: 3 clusters Score -678688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -678689.937500 Penalty: 2891.524414
	Iteration 53Q: 3 clusters Score -678689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -678690.750000 Penalty: 2891.524414
	Iteration 54Q: 3 clusters Score -678690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -678691.250000 Penalty: 2891.524414
	Iteration 55Q: 3 clusters Score -678691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -678692.375000 Penalty: 2891.524414
	Iteration 56Q: 3 clusters Score -678692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -678692.000000 Penalty: 2891.524414
	Iteration 57Q: 3 clusters Score -678692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -678692.000000 Penalty: 2891.524414
	Iteration 58F: 3 clusters Score -678692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Entering Unmasked Estep 
Score: -2250905.750000 Penalty: 1637.788940
	Iteration 0F: 2 clusters Score -2250906 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 11938 members 
Entering Unmasked Estep 
Score: -2234760.500000 Penalty: 3275.577881
	Iteration 0F: 3 clusters Score -2234760 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2240604.500000 Penalty: 3275.577881
	Iteration 1F: 3 clusters Score -2240604 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2240930.500000 Penalty: 3275.577881
	Iteration 2Q: 3 clusters Score -2240930 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2241219.750000 Penalty: 3275.577881
	Iteration 3Q: 3 clusters Score -2241220 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2241470.500000 Penalty: 3275.577881
	Iteration 4Q: 3 clusters Score -2241470 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2241740.000000 Penalty: 3275.577881
	Iteration 5Q: 3 clusters Score -2241740 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2242020.500000 Penalty: 3275.577881
	Iteration 6Q: 3 clusters Score -2242020 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2242351.750000 Penalty: 3275.577881
	Iteration 7Q: 3 clusters Score -2242352 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2242701.500000 Penalty: 3275.577881
	Iteration 8Q: 3 clusters Score -2242702 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2243120.750000 Penalty: 3275.577881
	Iteration 9Q: 3 clusters Score -2243121 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2243625.250000 Penalty: 3275.577881
	Iteration 10Q: 3 clusters Score -2243625 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2244297.750000 Penalty: 3275.577881
	Iteration 11Q: 3 clusters Score -2244298 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2245106.000000 Penalty: 3275.577881
	Iteration 12F: 3 clusters Score -2245106 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2245995.500000 Penalty: 3275.577881
	Iteration 13F: 3 clusters Score -2245996 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2246817.250000 Penalty: 3275.577881
	Iteration 14Q: 3 clusters Score -2246817 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2247513.500000 Penalty: 3275.577881
	Iteration 15Q: 3 clusters Score -2247514 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2248078.750000 Penalty: 3275.577881
	Iteration 16Q: 3 clusters Score -2248079 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2248539.000000 Penalty: 3275.577881
	Iteration 17Q: 3 clusters Score -2248539 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2248844.250000 Penalty: 3275.577881
	Iteration 18Q: 3 clusters Score -2248844 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2249085.500000 Penalty: 3275.577881
	Iteration 19Q: 3 clusters Score -2249086 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2249226.000000 Penalty: 3275.577881
	Iteration 20F: 3 clusters Score -2249226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2249317.250000 Penalty: 3275.577881
	Iteration 21Q: 3 clusters Score -2249317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2249388.500000 Penalty: 3275.577881
	Iteration 22Q: 3 clusters Score -2249388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2249446.000000 Penalty: 3275.577881
	Iteration 23Q: 3 clusters Score -2249446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2249477.500000 Penalty: 3275.577881
	Iteration 24Q: 3 clusters Score -2249478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2249495.500000 Penalty: 3275.577881
	Iteration 25Q: 3 clusters Score -2249496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2249507.250000 Penalty: 3275.577881
	Iteration 26Q: 3 clusters Score -2249507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2249520.250000 Penalty: 3275.577881
	Iteration 27Q: 3 clusters Score -2249520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2249525.500000 Penalty: 3275.577881
	Iteration 28Q: 3 clusters Score -2249526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2249527.250000 Penalty: 3275.577881
	Iteration 29Q: 3 clusters Score -2249527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2249527.250000 Penalty: 3275.577881
	Iteration 30Q: 3 clusters Score -2249527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2249529.000000 Penalty: 3275.577881
	Iteration 31Q: 3 clusters Score -2249529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2249529.000000 Penalty: 3275.577881
	Iteration 32F: 3 clusters Score -2249529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Entering Unmasked Estep 
Score: -1836456.250000 Penalty: 1607.494629
	Iteration 0F: 2 clusters Score -1836456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1822969.625000 Penalty: 3214.989258
	Iteration 0F: 3 clusters Score -1822970 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1827858.000000 Penalty: 3214.989258
	Iteration 1F: 3 clusters Score -1827858 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1828210.625000 Penalty: 3214.989258
	Iteration 2Q: 3 clusters Score -1828211 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1828543.625000 Penalty: 3214.989258
	Iteration 3Q: 3 clusters Score -1828544 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1828899.625000 Penalty: 3214.989258
	Iteration 4Q: 3 clusters Score -1828900 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1829277.625000 Penalty: 3214.989258
	Iteration 5Q: 3 clusters Score -1829278 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1829727.000000 Penalty: 3214.989258
	Iteration 6Q: 3 clusters Score -1829727 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1830248.250000 Penalty: 3214.989258
	Iteration 7Q: 3 clusters Score -1830248 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1830881.125000 Penalty: 3214.989258
	Iteration 8F: 3 clusters Score -1830881 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1831629.875000 Penalty: 3214.989258
	Iteration 9Q: 3 clusters Score -1831630 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1832365.125000 Penalty: 3214.989258
	Iteration 10Q: 3 clusters Score -1832365 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1832981.375000 Penalty: 3214.989258
	Iteration 11Q: 3 clusters Score -1832981 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1833376.875000 Penalty: 3214.989258
	Iteration 12Q: 3 clusters Score -1833377 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1833661.125000 Penalty: 3214.989258
	Iteration 13Q: 3 clusters Score -1833661 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1833884.375000 Penalty: 3214.989258
	Iteration 14Q: 3 clusters Score -1833884 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1834045.125000 Penalty: 3214.989258
	Iteration 15Q: 3 clusters Score -1834045 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1834190.625000 Penalty: 3214.989258
	Iteration 16Q: 3 clusters Score -1834191 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1834332.500000 Penalty: 3214.989258
	Iteration 17Q: 3 clusters Score -1834332 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1834458.750000 Penalty: 3214.989258
	Iteration 18Q: 3 clusters Score -1834459 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1834583.375000 Penalty: 3214.989258
	Iteration 19Q: 3 clusters Score -1834583 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1834706.500000 Penalty: 3214.989258
	Iteration 20F: 3 clusters Score -1834706 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -1834823.000000 Penalty: 3214.989258
	Iteration 21Q: 3 clusters Score -1834823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -1834923.000000 Penalty: 3214.989258
	Iteration 22Q: 3 clusters Score -1834923 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1835016.125000 Penalty: 3214.989258
	Iteration 23Q: 3 clusters Score -1835016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1835071.500000 Penalty: 3214.989258
	Iteration 24Q: 3 clusters Score -1835072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1835124.375000 Penalty: 3214.989258
	Iteration 25Q: 3 clusters Score -1835124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1835162.375000 Penalty: 3214.989258
	Iteration 26Q: 3 clusters Score -1835162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1835189.875000 Penalty: 3214.989258
	Iteration 27Q: 3 clusters Score -1835190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1835222.000000 Penalty: 3214.989258
	Iteration 28Q: 3 clusters Score -1835222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1835234.125000 Penalty: 3214.989258
	Iteration 29Q: 3 clusters Score -1835234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -1835243.250000 Penalty: 3214.989258
	Iteration 30Q: 3 clusters Score -1835243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1835250.625000 Penalty: 3214.989258
	Iteration 31Q: 3 clusters Score -1835251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1835254.250000 Penalty: 3214.989258
	Iteration 32Q: 3 clusters Score -1835254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1835252.750000 Penalty: 3214.989258
	Iteration 33Q: 3 clusters Score -1835253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1835258.125000 Penalty: 3214.989258
	Iteration 34Q: 3 clusters Score -1835258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1835264.125000 Penalty: 3214.989258
	Iteration 35Q: 3 clusters Score -1835264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1835266.250000 Penalty: 3214.989258
	Iteration 36Q: 3 clusters Score -1835266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1835264.875000 Penalty: 3214.989258
	Iteration 37Q: 3 clusters Score -1835265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1835264.875000 Penalty: 3214.989258
	Iteration 38F: 3 clusters Score -1835265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -245476.843750 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -245476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -242908.953125 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -242909 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -243528.703125 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -243528.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -243664.796875 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -243664.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243775.125000 Penalty: 2564.439453
	Iteration 3F: 3 clusters Score -243775.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243913.937500 Penalty: 2564.439453
	Iteration 4F: 3 clusters Score -243913.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -244047.718750 Penalty: 2564.439453
	Iteration 5F: 3 clusters Score -244047.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -244140.968750 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -244141 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -244232.640625 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -244232.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -244334.093750 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -244334.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -244465.171875 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -244465.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -244575.265625 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -244575.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -244669.812500 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -244669.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -244731.765625 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -244731.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -244776.312500 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -244776.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -244816.468750 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -244816.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -244840.734375 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -244840.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -244862.906250 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -244862.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -244880.781250 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -244880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -244896.421875 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -244896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -244905.312500 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -244905.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -244911.843750 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -244911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -244921.593750 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -244921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -244925.578125 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -244925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -244927.140625 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -244927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -244928.578125 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -244928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -244930.437500 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -244930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -244931.343750 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -244931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -244931.671875 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -244931.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -244931.671875 Penalty: 2564.439453
	Iteration 28F: 3 clusters Score -244931.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -162363.843750 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -162363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -160361.687500 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -160361.7 nChanged 650
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: -160797.984375 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -160798 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -160931.640625 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -160931.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -161039.015625 Penalty: 2437.312744
	Iteration 3F: 3 clusters Score -161039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -161152.703125 Penalty: 2437.312744
	Iteration 4F: 3 clusters Score -161152.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161224.359375 Penalty: 2437.312744
	Iteration 5Q: 3 clusters Score -161224.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161272.375000 Penalty: 2437.312744
	Iteration 6Q: 3 clusters Score -161272.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161301.703125 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -161301.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161328.687500 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -161328.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -161350.984375 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -161351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161367.750000 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -161367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -161382.234375 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -161382.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -161394.312500 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -161394.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -161406.765625 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -161406.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161421.906250 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -161421.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161447.296875 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -161447.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161468.546875 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -161468.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161507.109375 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -161507.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -161558.250000 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -161558.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161651.421875 Penalty: 2437.312744
	Iteration 19Q: 3 clusters Score -161651.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -161766.343750 Penalty: 2437.312744
	Iteration 20F: 3 clusters Score -161766.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -161882.984375 Penalty: 2437.312744
	Iteration 21Q: 3 clusters Score -161883 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161992.906250 Penalty: 2437.312744
	Iteration 22Q: 3 clusters Score -161992.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162103.000000 Penalty: 2437.312744
	Iteration 23Q: 3 clusters Score -162103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162255.984375 Penalty: 2437.312744
	Iteration 24Q: 3 clusters Score -162256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -162365.171875 Penalty: 2437.312744
	Iteration 25Q: 3 clusters Score -162365.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -162407.906250 Penalty: 2437.312744
	Iteration 26Q: 3 clusters Score -162407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162416.921875 Penalty: 2437.312744
	Iteration 27Q: 3 clusters Score -162416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162416.921875 Penalty: 2437.312744
	Iteration 28F: 3 clusters Score -162416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 22818 members 
Mstep: Class 19 contains 33958 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39434 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32649 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36859 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4536 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20640 members 
Mstep: Class 47 contains 927 members 
Entering Unmasked Estep 
Score: -49784932.000000 Penalty: 100859.070312
Splitting cluster 9 changes total score from -49785396.000000 to -49784932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -141243.296875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -141243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -139443.906250 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -139443.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139812.187500 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -139812.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139897.640625 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -139897.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139945.140625 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -139945.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -139972.890625 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -139972.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -139994.390625 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -139994.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -140006.421875 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -140006.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -140016.171875 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -140016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140021.125000 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -140021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -140023.593750 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -140023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140025.406250 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -140025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -140028.906250 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -140028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -140030.671875 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -140030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140031.312500 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -140031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140032.187500 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -140032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140033.078125 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -140033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -140037.156250 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -140037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -140037.546875 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -140037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140038.156250 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -140038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140038.156250 Penalty: 2388.081787
	Iteration 19F: 3 clusters Score -140038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Entering Unmasked Estep 
Score: -1499580.250000 Penalty: 1568.962524
	Iteration 0F: 2 clusters Score -1499580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1488806.375000 Penalty: 3137.925049
	Iteration 0F: 3 clusters Score -1488806 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1492582.875000 Penalty: 3137.925049
	Iteration 1F: 3 clusters Score -1492583 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1492916.875000 Penalty: 3137.925049
	Iteration 2F: 3 clusters Score -1492917 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1493186.500000 Penalty: 3137.925049
	Iteration 3Q: 3 clusters Score -1493186 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1493427.125000 Penalty: 3137.925049
	Iteration 4Q: 3 clusters Score -1493427 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1493681.000000 Penalty: 3137.925049
	Iteration 5Q: 3 clusters Score -1493681 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1493949.500000 Penalty: 3137.925049
	Iteration 6Q: 3 clusters Score -1493950 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1494275.375000 Penalty: 3137.925049
	Iteration 7Q: 3 clusters Score -1494275 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1494685.875000 Penalty: 3137.925049
	Iteration 8Q: 3 clusters Score -1494686 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1495177.875000 Penalty: 3137.925049
	Iteration 9Q: 3 clusters Score -1495178 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1495708.750000 Penalty: 3137.925049
	Iteration 10Q: 3 clusters Score -1495709 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1496231.875000 Penalty: 3137.925049
	Iteration 11Q: 3 clusters Score -1496232 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1496708.000000 Penalty: 3137.925049
	Iteration 12Q: 3 clusters Score -1496708 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1497066.875000 Penalty: 3137.925049
	Iteration 13Q: 3 clusters Score -1497067 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1497343.250000 Penalty: 3137.925049
	Iteration 14Q: 3 clusters Score -1497343 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1497545.500000 Penalty: 3137.925049
	Iteration 15Q: 3 clusters Score -1497546 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1497718.375000 Penalty: 3137.925049
	Iteration 16Q: 3 clusters Score -1497718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1497841.500000 Penalty: 3137.925049
	Iteration 17Q: 3 clusters Score -1497842 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1497939.125000 Penalty: 3137.925049
	Iteration 18Q: 3 clusters Score -1497939 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1498012.375000 Penalty: 3137.925049
	Iteration 19Q: 3 clusters Score -1498012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1498076.375000 Penalty: 3137.925049
	Iteration 20F: 3 clusters Score -1498076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1498126.750000 Penalty: 3137.925049
	Iteration 21Q: 3 clusters Score -1498127 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1498171.000000 Penalty: 3137.925049
	Iteration 22Q: 3 clusters Score -1498171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1498205.000000 Penalty: 3137.925049
	Iteration 23Q: 3 clusters Score -1498205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1498221.000000 Penalty: 3137.925049
	Iteration 24Q: 3 clusters Score -1498221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1498242.875000 Penalty: 3137.925049
	Iteration 25Q: 3 clusters Score -1498243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1498255.375000 Penalty: 3137.925049
	Iteration 26Q: 3 clusters Score -1498255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1498274.250000 Penalty: 3137.925049
	Iteration 27Q: 3 clusters Score -1498274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1498290.375000 Penalty: 3137.925049
	Iteration 28Q: 3 clusters Score -1498290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1498305.500000 Penalty: 3137.925049
	Iteration 29Q: 3 clusters Score -1498306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1498316.250000 Penalty: 3137.925049
	Iteration 30Q: 3 clusters Score -1498316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1498323.250000 Penalty: 3137.925049
	Iteration 31Q: 3 clusters Score -1498323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1498328.000000 Penalty: 3137.925049
	Iteration 32Q: 3 clusters Score -1498328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1498332.750000 Penalty: 3137.925049
	Iteration 33Q: 3 clusters Score -1498333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1498337.250000 Penalty: 3137.925049
	Iteration 34Q: 3 clusters Score -1498337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1498337.750000 Penalty: 3137.925049
	Iteration 35Q: 3 clusters Score -1498338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1498340.625000 Penalty: 3137.925049
	Iteration 36Q: 3 clusters Score -1498341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1498345.125000 Penalty: 3137.925049
	Iteration 37Q: 3 clusters Score -1498345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1498348.625000 Penalty: 3137.925049
	Iteration 38Q: 3 clusters Score -1498349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1498351.125000 Penalty: 3137.925049
	Iteration 39Q: 3 clusters Score -1498351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1498349.875000 Penalty: 3137.925049
	Iteration 40F: 3 clusters Score -1498350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1498353.625000 Penalty: 3137.925049
	Iteration 41Q: 3 clusters Score -1498354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1498355.750000 Penalty: 3137.925049
	Iteration 42Q: 3 clusters Score -1498356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1498358.875000 Penalty: 3137.925049
	Iteration 43Q: 3 clusters Score -1498359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1498360.500000 Penalty: 3137.925049
	Iteration 44Q: 3 clusters Score -1498360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1498361.125000 Penalty: 3137.925049
	Iteration 45Q: 3 clusters Score -1498361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1498360.625000 Penalty: 3137.925049
	Iteration 46Q: 3 clusters Score -1498361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1498361.750000 Penalty: 3137.925049
	Iteration 47Q: 3 clusters Score -1498362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1498361.750000 Penalty: 3137.925049
	Iteration 48F: 3 clusters Score -1498362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -145727.390625 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -145727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -143870.078125 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -143870.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -144240.968750 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -144241 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -144344.531250 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -144344.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -144401.609375 Penalty: 2397.974609
	Iteration 3Q: 3 clusters Score -144401.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -144455.109375 Penalty: 2397.974609
	Iteration 4Q: 3 clusters Score -144455.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -144489.453125 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -144489.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144509.734375 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -144509.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -144525.203125 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -144525.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144537.328125 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -144537.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144553.328125 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -144553.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144570.656250 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -144570.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -144581.703125 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -144581.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -144593.265625 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -144593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -144600.500000 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -144600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -144602.578125 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -144602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -144605.671875 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -144605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -144606.500000 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -144606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -144606.703125 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -144606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -144606.703125 Penalty: 2397.974609
	Iteration 18F: 3 clusters Score -144606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -81131.109375 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -81131.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79718.101562 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -79718.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79958.468750 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -79958.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80044.656250 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -80044.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80102.671875 Penalty: 2230.736084
	Iteration 3F: 3 clusters Score -80102.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80130.640625 Penalty: 2230.736084
	Iteration 4Q: 3 clusters Score -80130.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80150.195312 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -80150.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80175.578125 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -80175.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80201.437500 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -80201.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -80228.882812 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -80228.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -80257.726562 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -80257.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -80287.265625 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -80287.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -80320.593750 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -80320.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -80370.570312 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -80370.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -80414.953125 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -80414.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -80472.320312 Penalty: 2230.736084
	Iteration 14Q: 3 clusters Score -80472.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80514.007812 Penalty: 2230.736084
	Iteration 15Q: 3 clusters Score -80514.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -80534.632812 Penalty: 2230.736084
	Iteration 16Q: 3 clusters Score -80534.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80562.234375 Penalty: 2230.736084
	Iteration 17Q: 3 clusters Score -80562.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -80617.218750 Penalty: 2230.736084
	Iteration 18Q: 3 clusters Score -80617.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -80644.781250 Penalty: 2230.736084
	Iteration 19Q: 3 clusters Score -80644.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -80666.343750 Penalty: 2230.736084
	Iteration 20F: 3 clusters Score -80666.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -80693.609375 Penalty: 2230.736084
	Iteration 21Q: 3 clusters Score -80693.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -80706.554688 Penalty: 2230.736084
	Iteration 22Q: 3 clusters Score -80706.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -80716.828125 Penalty: 2230.736084
	Iteration 23Q: 3 clusters Score -80716.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -80726.304688 Penalty: 2230.736084
	Iteration 24Q: 3 clusters Score -80726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -80733.382812 Penalty: 2230.736084
	Iteration 25Q: 3 clusters Score -80733.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -80737.570312 Penalty: 2230.736084
	Iteration 26Q: 3 clusters Score -80737.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -80742.625000 Penalty: 2230.736084
	Iteration 27Q: 3 clusters Score -80742.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -80746.812500 Penalty: 2230.736084
	Iteration 28Q: 3 clusters Score -80746.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -80749.242188 Penalty: 2230.736084
	Iteration 29Q: 3 clusters Score -80749.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80761.187500 Penalty: 2230.736084
	Iteration 30Q: 3 clusters Score -80761.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -80771.859375 Penalty: 2230.736084
	Iteration 31Q: 3 clusters Score -80771.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -80776.625000 Penalty: 2230.736084
	Iteration 32Q: 3 clusters Score -80776.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -80779.109375 Penalty: 2230.736084
	Iteration 33Q: 3 clusters Score -80779.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -80779.109375 Penalty: 2230.736084
	Iteration 34F: 3 clusters Score -80779.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Entering Unmasked Estep 
Score: -3503918.750000 Penalty: 1705.134155
	Iteration 0F: 2 clusters Score -3503919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3481253.250000 Penalty: 3410.268311
	Iteration 0F: 3 clusters Score -3481253 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3490759.750000 Penalty: 3410.268311
	Iteration 1F: 3 clusters Score -3490760 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3491287.750000 Penalty: 3410.268311
	Iteration 2Q: 3 clusters Score -3491288 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3491846.000000 Penalty: 3410.268311
	Iteration 3Q: 3 clusters Score -3491846 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3492472.250000 Penalty: 3410.268311
	Iteration 4Q: 3 clusters Score -3492472 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3493202.750000 Penalty: 3410.268311
	Iteration 5Q: 3 clusters Score -3493203 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3493993.250000 Penalty: 3410.268311
	Iteration 6Q: 3 clusters Score -3493993 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3494826.750000 Penalty: 3410.268311
	Iteration 7Q: 3 clusters Score -3494827 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3495668.750000 Penalty: 3410.268311
	Iteration 8Q: 3 clusters Score -3495669 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3496516.750000 Penalty: 3410.268311
	Iteration 9Q: 3 clusters Score -3496517 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3497345.500000 Penalty: 3410.268311
	Iteration 10Q: 3 clusters Score -3497346 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3498100.250000 Penalty: 3410.268311
	Iteration 11Q: 3 clusters Score -3498100 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3498780.750000 Penalty: 3410.268311
	Iteration 12Q: 3 clusters Score -3498781 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3499372.250000 Penalty: 3410.268311
	Iteration 13Q: 3 clusters Score -3499372 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3499888.000000 Penalty: 3410.268311
	Iteration 14Q: 3 clusters Score -3499888 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3500397.000000 Penalty: 3410.268311
	Iteration 15Q: 3 clusters Score -3500397 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3500853.750000 Penalty: 3410.268311
	Iteration 16Q: 3 clusters Score -3500854 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3501264.000000 Penalty: 3410.268311
	Iteration 17Q: 3 clusters Score -3501264 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3501545.000000 Penalty: 3410.268311
	Iteration 18Q: 3 clusters Score -3501545 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3501691.250000 Penalty: 3410.268311
	Iteration 19Q: 3 clusters Score -3501691 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3501781.250000 Penalty: 3410.268311
	Iteration 20F: 3 clusters Score -3501781 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3501850.000000 Penalty: 3410.268311
	Iteration 21Q: 3 clusters Score -3501850 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3501911.750000 Penalty: 3410.268311
	Iteration 22Q: 3 clusters Score -3501912 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3501936.000000 Penalty: 3410.268311
	Iteration 23Q: 3 clusters Score -3501936 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3501979.500000 Penalty: 3410.268311
	Iteration 24Q: 3 clusters Score -3501980 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3502002.000000 Penalty: 3410.268311
	Iteration 25Q: 3 clusters Score -3502002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3502019.500000 Penalty: 3410.268311
	Iteration 26Q: 3 clusters Score -3502020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3502037.750000 Penalty: 3410.268311
	Iteration 27Q: 3 clusters Score -3502038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3502042.750000 Penalty: 3410.268311
	Iteration 28Q: 3 clusters Score -3502043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3502057.000000 Penalty: 3410.268311
	Iteration 29Q: 3 clusters Score -3502057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3502055.000000 Penalty: 3410.268311
	Iteration 30Q: 3 clusters Score -3502055 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3502069.500000 Penalty: 3410.268311
	Iteration 31Q: 3 clusters Score -3502070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3502077.000000 Penalty: 3410.268311
	Iteration 32Q: 3 clusters Score -3502077 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3502081.500000 Penalty: 3410.268311
	Iteration 33Q: 3 clusters Score -3502082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3502102.000000 Penalty: 3410.268311
	Iteration 34Q: 3 clusters Score -3502102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3502106.250000 Penalty: 3410.268311
	Iteration 35Q: 3 clusters Score -3502106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3502114.250000 Penalty: 3410.268311
	Iteration 36Q: 3 clusters Score -3502114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3502111.500000 Penalty: 3410.268311
	Iteration 37Q: 3 clusters Score -3502112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3502115.750000 Penalty: 3410.268311
	Iteration 38Q: 3 clusters Score -3502116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3502124.000000 Penalty: 3410.268311
	Iteration 39Q: 3 clusters Score -3502124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3502132.000000 Penalty: 3410.268311
	Iteration 40F: 3 clusters Score -3502132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3502137.250000 Penalty: 3410.268311
	Iteration 41Q: 3 clusters Score -3502137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3502144.250000 Penalty: 3410.268311
	Iteration 42Q: 3 clusters Score -3502144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3502146.750000 Penalty: 3410.268311
	Iteration 43Q: 3 clusters Score -3502147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3502147.750000 Penalty: 3410.268311
	Iteration 44Q: 3 clusters Score -3502148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3502161.000000 Penalty: 3410.268311
	Iteration 45Q: 3 clusters Score -3502161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3502179.750000 Penalty: 3410.268311
	Iteration 46Q: 3 clusters Score -3502180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3502177.000000 Penalty: 3410.268311
	Iteration 47Q: 3 clusters Score -3502177 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3502182.250000 Penalty: 3410.268311
	Iteration 48Q: 3 clusters Score -3502182 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3502189.250000 Penalty: 3410.268311
	Iteration 49Q: 3 clusters Score -3502189 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3502192.250000 Penalty: 3410.268311
	Iteration 50Q: 3 clusters Score -3502192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3502199.500000 Penalty: 3410.268311
	Iteration 51Q: 3 clusters Score -3502200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3502212.750000 Penalty: 3410.268311
	Iteration 52Q: 3 clusters Score -3502213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3502228.000000 Penalty: 3410.268311
	Iteration 53Q: 3 clusters Score -3502228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3502222.000000 Penalty: 3410.268311
	Iteration 54Q: 3 clusters Score -3502222 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3502229.000000 Penalty: 3410.268311
	Iteration 55Q: 3 clusters Score -3502229 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3502231.750000 Penalty: 3410.268311
	Iteration 56Q: 3 clusters Score -3502232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3502237.000000 Penalty: 3410.268311
	Iteration 57Q: 3 clusters Score -3502237 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3502257.500000 Penalty: 3410.268311
	Iteration 58Q: 3 clusters Score -3502258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3502265.250000 Penalty: 3410.268311
	Iteration 59Q: 3 clusters Score -3502265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3502267.000000 Penalty: 3410.268311
	Iteration 60F: 3 clusters Score -3502267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3502270.500000 Penalty: 3410.268311
	Iteration 61Q: 3 clusters Score -3502270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3502274.750000 Penalty: 3410.268311
	Iteration 62Q: 3 clusters Score -3502275 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3502278.500000 Penalty: 3410.268311
	Iteration 63Q: 3 clusters Score -3502278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3502299.750000 Penalty: 3410.268311
	Iteration 64Q: 3 clusters Score -3502300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3502309.500000 Penalty: 3410.268311
	Iteration 65Q: 3 clusters Score -3502310 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3502321.750000 Penalty: 3410.268311
	Iteration 66Q: 3 clusters Score -3502322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3502327.250000 Penalty: 3410.268311
	Iteration 67Q: 3 clusters Score -3502327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3502343.250000 Penalty: 3410.268311
	Iteration 68Q: 3 clusters Score -3502343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3502334.250000 Penalty: 3410.268311
	Iteration 69Q: 3 clusters Score -3502334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3502340.250000 Penalty: 3410.268311
	Iteration 70Q: 3 clusters Score -3502340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3502347.500000 Penalty: 3410.268311
	Iteration 71Q: 3 clusters Score -3502348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3502348.750000 Penalty: 3410.268311
	Iteration 72Q: 3 clusters Score -3502349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3502359.500000 Penalty: 3410.268311
	Iteration 73Q: 3 clusters Score -3502360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3502369.500000 Penalty: 3410.268311
	Iteration 74Q: 3 clusters Score -3502370 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3502365.250000 Penalty: 3410.268311
	Iteration 75Q: 3 clusters Score -3502365 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3502368.000000 Penalty: 3410.268311
	Iteration 76Q: 3 clusters Score -3502368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3502384.750000 Penalty: 3410.268311
	Iteration 77Q: 3 clusters Score -3502385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3502392.250000 Penalty: 3410.268311
	Iteration 78Q: 3 clusters Score -3502392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3502402.000000 Penalty: 3410.268311
	Iteration 79Q: 3 clusters Score -3502402 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3502399.250000 Penalty: 3410.268311
	Iteration 80F: 3 clusters Score -3502399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3502405.250000 Penalty: 3410.268311
	Iteration 81Q: 3 clusters Score -3502405 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3502411.500000 Penalty: 3410.268311
	Iteration 82Q: 3 clusters Score -3502412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3502421.250000 Penalty: 3410.268311
	Iteration 83Q: 3 clusters Score -3502421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3502431.750000 Penalty: 3410.268311
	Iteration 84Q: 3 clusters Score -3502432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3502427.750000 Penalty: 3410.268311
	Iteration 85Q: 3 clusters Score -3502428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3502434.250000 Penalty: 3410.268311
	Iteration 86Q: 3 clusters Score -3502434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3502445.750000 Penalty: 3410.268311
	Iteration 87Q: 3 clusters Score -3502446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3502456.750000 Penalty: 3410.268311
	Iteration 88Q: 3 clusters Score -3502457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3502461.000000 Penalty: 3410.268311
	Iteration 89Q: 3 clusters Score -3502461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3502473.250000 Penalty: 3410.268311
	Iteration 90Q: 3 clusters Score -3502473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3502472.500000 Penalty: 3410.268311
	Iteration 91Q: 3 clusters Score -3502472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3502474.750000 Penalty: 3410.268311
	Iteration 92Q: 3 clusters Score -3502475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3502486.500000 Penalty: 3410.268311
	Iteration 93Q: 3 clusters Score -3502486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3502481.000000 Penalty: 3410.268311
	Iteration 94Q: 3 clusters Score -3502481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3502485.500000 Penalty: 3410.268311
	Iteration 95Q: 3 clusters Score -3502486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -3502494.750000 Penalty: 3410.268311
	Iteration 96Q: 3 clusters Score -3502495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3502503.250000 Penalty: 3410.268311
	Iteration 97Q: 3 clusters Score -3502503 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3502512.250000 Penalty: 3410.268311
	Iteration 98Q: 3 clusters Score -3502512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3502525.750000 Penalty: 3410.268311
	Iteration 99Q: 3 clusters Score -3502526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3502525.000000 Penalty: 3410.268311
	Iteration 100F: 3 clusters Score -3502525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3502528.750000 Penalty: 3410.268311
	Iteration 101Q: 3 clusters Score -3502529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3502521.750000 Penalty: 3410.268311
	Iteration 102Q: 3 clusters Score -3502522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3502531.250000 Penalty: 3410.268311
	Iteration 103Q: 3 clusters Score -3502531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3502518.500000 Penalty: 3410.268311
	Iteration 104Q: 3 clusters Score -3502518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3502526.250000 Penalty: 3410.268311
	Iteration 105Q: 3 clusters Score -3502526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3502529.500000 Penalty: 3410.268311
	Iteration 106Q: 3 clusters Score -3502530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3502531.500000 Penalty: 3410.268311
	Iteration 107Q: 3 clusters Score -3502532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3502535.000000 Penalty: 3410.268311
	Iteration 108Q: 3 clusters Score -3502535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3502551.250000 Penalty: 3410.268311
	Iteration 109Q: 3 clusters Score -3502551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3502560.750000 Penalty: 3410.268311
	Iteration 110Q: 3 clusters Score -3502561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3502549.500000 Penalty: 3410.268311
	Iteration 111Q: 3 clusters Score -3502550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3502554.250000 Penalty: 3410.268311
	Iteration 112Q: 3 clusters Score -3502554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3502560.000000 Penalty: 3410.268311
	Iteration 113Q: 3 clusters Score -3502560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3502560.500000 Penalty: 3410.268311
	Iteration 114Q: 3 clusters Score -3502560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3502561.000000 Penalty: 3410.268311
	Iteration 115Q: 3 clusters Score -3502561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3502556.250000 Penalty: 3410.268311
	Iteration 116Q: 3 clusters Score -3502556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3502551.500000 Penalty: 3410.268311
	Iteration 117Q: 3 clusters Score -3502552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3502552.500000 Penalty: 3410.268311
	Iteration 118Q: 3 clusters Score -3502552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3502558.000000 Penalty: 3410.268311
	Iteration 119Q: 3 clusters Score -3502558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3502558.250000 Penalty: 3410.268311
	Iteration 120F: 3 clusters Score -3502558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3502564.250000 Penalty: 3410.268311
	Iteration 121Q: 3 clusters Score -3502564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3502574.000000 Penalty: 3410.268311
	Iteration 122Q: 3 clusters Score -3502574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3502589.500000 Penalty: 3410.268311
	Iteration 123Q: 3 clusters Score -3502590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3502587.000000 Penalty: 3410.268311
	Iteration 124Q: 3 clusters Score -3502587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3502590.000000 Penalty: 3410.268311
	Iteration 125Q: 3 clusters Score -3502590 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3502596.500000 Penalty: 3410.268311
	Iteration 126Q: 3 clusters Score -3502596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3502587.750000 Penalty: 3410.268311
	Iteration 127Q: 3 clusters Score -3502588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3502602.750000 Penalty: 3410.268311
	Iteration 128Q: 3 clusters Score -3502603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3502612.000000 Penalty: 3410.268311
	Iteration 129Q: 3 clusters Score -3502612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3502619.250000 Penalty: 3410.268311
	Iteration 130Q: 3 clusters Score -3502619 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3502618.000000 Penalty: 3410.268311
	Iteration 131Q: 3 clusters Score -3502618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3502628.000000 Penalty: 3410.268311
	Iteration 132Q: 3 clusters Score -3502628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3502635.500000 Penalty: 3410.268311
	Iteration 133Q: 3 clusters Score -3502636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3502647.500000 Penalty: 3410.268311
	Iteration 134Q: 3 clusters Score -3502648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3502653.000000 Penalty: 3410.268311
	Iteration 135Q: 3 clusters Score -3502653 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3502677.750000 Penalty: 3410.268311
	Iteration 136Q: 3 clusters Score -3502678 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3502670.250000 Penalty: 3410.268311
	Iteration 137Q: 3 clusters Score -3502670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3502663.000000 Penalty: 3410.268311
	Iteration 138Q: 3 clusters Score -3502663 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3502668.000000 Penalty: 3410.268311
	Iteration 139Q: 3 clusters Score -3502668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3502675.500000 Penalty: 3410.268311
	Iteration 140F: 3 clusters Score -3502676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3502688.500000 Penalty: 3410.268311
	Iteration 141Q: 3 clusters Score -3502688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3502681.750000 Penalty: 3410.268311
	Iteration 142Q: 3 clusters Score -3502682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3502687.250000 Penalty: 3410.268311
	Iteration 143Q: 3 clusters Score -3502687 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3502699.250000 Penalty: 3410.268311
	Iteration 144Q: 3 clusters Score -3502699 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3502708.250000 Penalty: 3410.268311
	Iteration 145Q: 3 clusters Score -3502708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3502726.250000 Penalty: 3410.268311
	Iteration 146Q: 3 clusters Score -3502726 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3502745.250000 Penalty: 3410.268311
	Iteration 147Q: 3 clusters Score -3502745 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3502745.250000 Penalty: 3410.268311
	Iteration 148Q: 3 clusters Score -3502745 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3502759.500000 Penalty: 3410.268311
	Iteration 149Q: 3 clusters Score -3502760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3502772.750000 Penalty: 3410.268311
	Iteration 150Q: 3 clusters Score -3502773 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3502765.750000 Penalty: 3410.268311
	Iteration 151Q: 3 clusters Score -3502766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3502771.000000 Penalty: 3410.268311
	Iteration 152Q: 3 clusters Score -3502771 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3502775.500000 Penalty: 3410.268311
	Iteration 153Q: 3 clusters Score -3502776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3502786.250000 Penalty: 3410.268311
	Iteration 154Q: 3 clusters Score -3502786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3502782.750000 Penalty: 3410.268311
	Iteration 155Q: 3 clusters Score -3502783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3502801.750000 Penalty: 3410.268311
	Iteration 156Q: 3 clusters Score -3502802 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3502805.500000 Penalty: 3410.268311
	Iteration 157Q: 3 clusters Score -3502806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3502796.750000 Penalty: 3410.268311
	Iteration 158Q: 3 clusters Score -3502797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3502800.500000 Penalty: 3410.268311
	Iteration 159Q: 3 clusters Score -3502800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3502806.250000 Penalty: 3410.268311
	Iteration 160F: 3 clusters Score -3502806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3502810.000000 Penalty: 3410.268311
	Iteration 161Q: 3 clusters Score -3502810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3502816.750000 Penalty: 3410.268311
	Iteration 162Q: 3 clusters Score -3502817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3502831.000000 Penalty: 3410.268311
	Iteration 163Q: 3 clusters Score -3502831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3502844.750000 Penalty: 3410.268311
	Iteration 164Q: 3 clusters Score -3502845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3502852.250000 Penalty: 3410.268311
	Iteration 165Q: 3 clusters Score -3502852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3502853.250000 Penalty: 3410.268311
	Iteration 166Q: 3 clusters Score -3502853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3502860.000000 Penalty: 3410.268311
	Iteration 167Q: 3 clusters Score -3502860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3502853.500000 Penalty: 3410.268311
	Iteration 168Q: 3 clusters Score -3502854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -3502850.750000 Penalty: 3410.268311
	Iteration 169Q: 3 clusters Score -3502851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3502847.250000 Penalty: 3410.268311
	Iteration 170Q: 3 clusters Score -3502847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3502850.000000 Penalty: 3410.268311
	Iteration 171Q: 3 clusters Score -3502850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3502850.000000 Penalty: 3410.268311
	Iteration 172Q: 3 clusters Score -3502850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3502854.250000 Penalty: 3410.268311
	Iteration 173Q: 3 clusters Score -3502854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3502859.750000 Penalty: 3410.268311
	Iteration 174Q: 3 clusters Score -3502860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3502859.000000 Penalty: 3410.268311
	Iteration 175Q: 3 clusters Score -3502859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3502865.000000 Penalty: 3410.268311
	Iteration 176Q: 3 clusters Score -3502865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3502865.750000 Penalty: 3410.268311
	Iteration 177Q: 3 clusters Score -3502866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3502867.000000 Penalty: 3410.268311
	Iteration 178Q: 3 clusters Score -3502867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3502870.500000 Penalty: 3410.268311
	Iteration 179Q: 3 clusters Score -3502870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3502868.250000 Penalty: 3410.268311
	Iteration 180F: 3 clusters Score -3502868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3502876.500000 Penalty: 3410.268311
	Iteration 181Q: 3 clusters Score -3502876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3502875.000000 Penalty: 3410.268311
	Iteration 182Q: 3 clusters Score -3502875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3502883.250000 Penalty: 3410.268311
	Iteration 183Q: 3 clusters Score -3502883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3502885.750000 Penalty: 3410.268311
	Iteration 184Q: 3 clusters Score -3502886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3502890.250000 Penalty: 3410.268311
	Iteration 185Q: 3 clusters Score -3502890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -3502886.500000 Penalty: 3410.268311
	Iteration 186Q: 3 clusters Score -3502886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -3502887.750000 Penalty: 3410.268311
	Iteration 187Q: 3 clusters Score -3502888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3502892.250000 Penalty: 3410.268311
	Iteration 188Q: 3 clusters Score -3502892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3502895.750000 Penalty: 3410.268311
	Iteration 189Q: 3 clusters Score -3502896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3502894.500000 Penalty: 3410.268311
	Iteration 190Q: 3 clusters Score -3502894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3502899.250000 Penalty: 3410.268311
	Iteration 191Q: 3 clusters Score -3502899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3502901.500000 Penalty: 3410.268311
	Iteration 192Q: 3 clusters Score -3502902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3502902.750000 Penalty: 3410.268311
	Iteration 193Q: 3 clusters Score -3502903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -3502900.250000 Penalty: 3410.268311
	Iteration 194Q: 3 clusters Score -3502900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3502896.000000 Penalty: 3410.268311
	Iteration 195Q: 3 clusters Score -3502896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3502898.500000 Penalty: 3410.268311
	Iteration 196Q: 3 clusters Score -3502898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3502902.250000 Penalty: 3410.268311
	Iteration 197Q: 3 clusters Score -3502902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3502897.000000 Penalty: 3410.268311
	Iteration 198Q: 3 clusters Score -3502897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3502904.000000 Penalty: 3410.268311
	Iteration 199Q: 3 clusters Score -3502904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3502907.500000 Penalty: 3410.268311
	Iteration 200F: 3 clusters Score -3502908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3502905.500000 Penalty: 3410.268311
	Iteration 201Q: 3 clusters Score -3502906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3502903.250000 Penalty: 3410.268311
	Iteration 202Q: 3 clusters Score -3502903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3502905.750000 Penalty: 3410.268311
	Iteration 203Q: 3 clusters Score -3502906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3502910.000000 Penalty: 3410.268311
	Iteration 204Q: 3 clusters Score -3502910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3502909.250000 Penalty: 3410.268311
	Iteration 205Q: 3 clusters Score -3502909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3502911.250000 Penalty: 3410.268311
	Iteration 206Q: 3 clusters Score -3502911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3502911.000000 Penalty: 3410.268311
	Iteration 207Q: 3 clusters Score -3502911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3502911.500000 Penalty: 3410.268311
	Iteration 208Q: 3 clusters Score -3502912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3502910.750000 Penalty: 3410.268311
	Iteration 209Q: 3 clusters Score -3502911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3502914.500000 Penalty: 3410.268311
	Iteration 210Q: 3 clusters Score -3502914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3502912.500000 Penalty: 3410.268311
	Iteration 211Q: 3 clusters Score -3502912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3502912.000000 Penalty: 3410.268311
	Iteration 212Q: 3 clusters Score -3502912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3502909.500000 Penalty: 3410.268311
	Iteration 213Q: 3 clusters Score -3502910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3502909.000000 Penalty: 3410.268311
	Iteration 214Q: 3 clusters Score -3502909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3502911.500000 Penalty: 3410.268311
	Iteration 215Q: 3 clusters Score -3502912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3502910.250000 Penalty: 3410.268311
	Iteration 216Q: 3 clusters Score -3502910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3502906.250000 Penalty: 3410.268311
	Iteration 217Q: 3 clusters Score -3502906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3502907.000000 Penalty: 3410.268311
	Iteration 218Q: 3 clusters Score -3502907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3502906.000000 Penalty: 3410.268311
	Iteration 219Q: 3 clusters Score -3502906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3502908.250000 Penalty: 3410.268311
	Iteration 220F: 3 clusters Score -3502908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3502905.000000 Penalty: 3410.268311
	Iteration 221Q: 3 clusters Score -3502905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3502907.500000 Penalty: 3410.268311
	Iteration 222Q: 3 clusters Score -3502908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3502907.500000 Penalty: 3410.268311
	Iteration 223Q: 3 clusters Score -3502908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3502905.500000 Penalty: 3410.268311
	Iteration 224Q: 3 clusters Score -3502906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3502906.750000 Penalty: 3410.268311
	Iteration 225Q: 3 clusters Score -3502907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3502908.250000 Penalty: 3410.268311
	Iteration 226Q: 3 clusters Score -3502908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3502910.000000 Penalty: 3410.268311
	Iteration 227Q: 3 clusters Score -3502910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3502911.000000 Penalty: 3410.268311
	Iteration 228Q: 3 clusters Score -3502911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3502916.750000 Penalty: 3410.268311
	Iteration 229Q: 3 clusters Score -3502917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3502920.500000 Penalty: 3410.268311
	Iteration 230Q: 3 clusters Score -3502920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3502921.750000 Penalty: 3410.268311
	Iteration 231Q: 3 clusters Score -3502922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3502918.000000 Penalty: 3410.268311
	Iteration 232Q: 3 clusters Score -3502918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3502915.000000 Penalty: 3410.268311
	Iteration 233Q: 3 clusters Score -3502915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3502917.250000 Penalty: 3410.268311
	Iteration 234Q: 3 clusters Score -3502917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3502917.750000 Penalty: 3410.268311
	Iteration 235Q: 3 clusters Score -3502918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3502913.250000 Penalty: 3410.268311
	Iteration 236Q: 3 clusters Score -3502913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3502916.500000 Penalty: 3410.268311
	Iteration 237Q: 3 clusters Score -3502916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3502915.000000 Penalty: 3410.268311
	Iteration 238Q: 3 clusters Score -3502915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3502915.000000 Penalty: 3410.268311
	Iteration 239F: 3 clusters Score -3502915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -208349.437500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -208349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -206051.484375 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -206051.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206596.109375 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -206596.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -206761.734375 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -206761.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -206884.031250 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -206884 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -206991.671875 Penalty: 2516.280762
	Iteration 4Q: 3 clusters Score -206991.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -207080.593750 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -207080.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -207152.000000 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -207152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -207221.359375 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -207221.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -207277.218750 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -207277.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -207306.046875 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -207306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -207325.015625 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -207325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -207342.296875 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -207342.3 nChanged 24
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: -207361.343750 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -207361.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -207382.140625 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -207382.1 nChanged 36
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: -207409.156250 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -207409.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -207435.265625 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -207435.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -207462.250000 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -207462.2 nChanged 33
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: -207492.187500 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -207492.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -207516.171875 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -207516.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -207540.921875 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -207540.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -207568.218750 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -207568.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -207605.546875 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -207605.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -207659.531250 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -207659.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -207757.734375 Penalty: 2516.280762
	Iteration 23Q: 3 clusters Score -207757.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -207908.968750 Penalty: 2516.280762
	Iteration 24Q: 3 clusters Score -207909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -208013.750000 Penalty: 2516.280762
	Iteration 25Q: 3 clusters Score -208013.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -208056.593750 Penalty: 2516.280762
	Iteration 26Q: 3 clusters Score -208056.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -208087.093750 Penalty: 2516.280762
	Iteration 27Q: 3 clusters Score -208087.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -208108.375000 Penalty: 2516.280762
	Iteration 28Q: 3 clusters Score -208108.4 nChanged 11
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: -208115.328125 Penalty: 2516.280762
	Iteration 29Q: 3 clusters Score -208115.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -208118.125000 Penalty: 2516.280762
	Iteration 30Q: 3 clusters Score -208118.1 nChanged 4
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: -208120.078125 Penalty: 2516.280762
	Iteration 31Q: 3 clusters Score -208120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -208120.609375 Penalty: 2516.280762
	Iteration 32Q: 3 clusters Score -208120.6 nChanged 4
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: -208123.109375 Penalty: 2516.280762
	Iteration 33Q: 3 clusters Score -208123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -208123.781250 Penalty: 2516.280762
	Iteration 34Q: 3 clusters Score -208123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -208124.734375 Penalty: 2516.280762
	Iteration 35Q: 3 clusters Score -208124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -208124.828125 Penalty: 2516.280762
	Iteration 36Q: 3 clusters Score -208124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -208125.437500 Penalty: 2516.280762
	Iteration 37Q: 3 clusters Score -208125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -208125.593750 Penalty: 2516.280762
	Iteration 38Q: 3 clusters Score -208125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -208125.593750 Penalty: 2516.280762
	Iteration 39F: 3 clusters Score -208125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -498541.875000 Penalty: 1400.415649
	Iteration 0F: 2 clusters Score -498541.9 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 2759 members 
Entering Unmasked Estep 
Score: -494239.281250 Penalty: 2800.831299
	Iteration 0F: 3 clusters Score -494239.3 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -495483.812500 Penalty: 2800.831299
	Iteration 1F: 3 clusters Score -495483.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -495746.343750 Penalty: 2800.831299
	Iteration 2F: 3 clusters Score -495746.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -496017.281250 Penalty: 2800.831299
	Iteration 3F: 3 clusters Score -496017.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -496307.312500 Penalty: 2800.831299
	Iteration 4F: 3 clusters Score -496307.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -496653.531250 Penalty: 2800.831299
	Iteration 5F: 3 clusters Score -496653.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -496990.750000 Penalty: 2800.831299
	Iteration 6F: 3 clusters Score -496990.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -497259.718750 Penalty: 2800.831299
	Iteration 7F: 3 clusters Score -497259.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -497489.656250 Penalty: 2800.831299
	Iteration 8Q: 3 clusters Score -497489.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -497667.218750 Penalty: 2800.831299
	Iteration 9Q: 3 clusters Score -497667.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -497779.500000 Penalty: 2800.831299
	Iteration 10Q: 3 clusters Score -497779.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -497867.343750 Penalty: 2800.831299
	Iteration 11Q: 3 clusters Score -497867.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -497941.125000 Penalty: 2800.831299
	Iteration 12Q: 3 clusters Score -497941.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -497983.875000 Penalty: 2800.831299
	Iteration 13Q: 3 clusters Score -497983.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -498016.125000 Penalty: 2800.831299
	Iteration 14Q: 3 clusters Score -498016.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -498035.406250 Penalty: 2800.831299
	Iteration 15Q: 3 clusters Score -498035.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -498050.218750 Penalty: 2800.831299
	Iteration 16Q: 3 clusters Score -498050.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -498062.406250 Penalty: 2800.831299
	Iteration 17Q: 3 clusters Score -498062.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -498070.343750 Penalty: 2800.831299
	Iteration 18Q: 3 clusters Score -498070.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -498075.437500 Penalty: 2800.831299
	Iteration 19Q: 3 clusters Score -498075.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -498078.843750 Penalty: 2800.831299
	Iteration 20F: 3 clusters Score -498078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -498078.281250 Penalty: 2800.831299
	Iteration 21Q: 3 clusters Score -498078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -498078.593750 Penalty: 2800.831299
	Iteration 22Q: 3 clusters Score -498078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -498079.437500 Penalty: 2800.831299
	Iteration 23Q: 3 clusters Score -498079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -498079.593750 Penalty: 2800.831299
	Iteration 24Q: 3 clusters Score -498079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -498079.625000 Penalty: 2800.831299
	Iteration 25Q: 3 clusters Score -498079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -498081.093750 Penalty: 2800.831299
	Iteration 26Q: 3 clusters Score -498081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -498081.250000 Penalty: 2800.831299
	Iteration 27Q: 3 clusters Score -498081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -498081.250000 Penalty: 2800.831299
	Iteration 28F: 3 clusters Score -498081.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Entering Unmasked Estep 
Score: -4622019.500000 Penalty: 1755.606079
	Iteration 0F: 2 clusters Score -4622020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -4595500.000000 Penalty: 3511.212158
	Iteration 0F: 3 clusters Score -4595500 nChanged 23014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -4608414.500000 Penalty: 3511.212158
	Iteration 1F: 3 clusters Score -4608414 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4608844.000000 Penalty: 3511.212158
	Iteration 2Q: 3 clusters Score -4608844 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -4609264.500000 Penalty: 3511.212158
	Iteration 3Q: 3 clusters Score -4609264 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4609695.500000 Penalty: 3511.212158
	Iteration 4Q: 3 clusters Score -4609696 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -4610127.500000 Penalty: 3511.212158
	Iteration 5Q: 3 clusters Score -4610128 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4610537.000000 Penalty: 3511.212158
	Iteration 6Q: 3 clusters Score -4610537 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -4611048.000000 Penalty: 3511.212158
	Iteration 7Q: 3 clusters Score -4611048 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4611710.500000 Penalty: 3511.212158
	Iteration 8Q: 3 clusters Score -4611710 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4612697.500000 Penalty: 3511.212158
	Iteration 9Q: 3 clusters Score -4612698 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4614085.000000 Penalty: 3511.212158
	Iteration 10F: 3 clusters Score -4614085 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4615390.500000 Penalty: 3511.212158
	Iteration 11F: 3 clusters Score -4615390 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -4616386.000000 Penalty: 3511.212158
	Iteration 12F: 3 clusters Score -4616386 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4617517.500000 Penalty: 3511.212158
	Iteration 13Q: 3 clusters Score -4617518 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -4618204.000000 Penalty: 3511.212158
	Iteration 14Q: 3 clusters Score -4618204 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4618461.000000 Penalty: 3511.212158
	Iteration 15Q: 3 clusters Score -4618461 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4618642.000000 Penalty: 3511.212158
	Iteration 16Q: 3 clusters Score -4618642 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4618792.500000 Penalty: 3511.212158
	Iteration 17Q: 3 clusters Score -4618792 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4618856.000000 Penalty: 3511.212158
	Iteration 18Q: 3 clusters Score -4618856 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4618939.000000 Penalty: 3511.212158
	Iteration 19Q: 3 clusters Score -4618939 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4619008.500000 Penalty: 3511.212158
	Iteration 20F: 3 clusters Score -4619008 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4619048.000000 Penalty: 3511.212158
	Iteration 21Q: 3 clusters Score -4619048 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4619068.000000 Penalty: 3511.212158
	Iteration 22Q: 3 clusters Score -4619068 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4619100.000000 Penalty: 3511.212158
	Iteration 23Q: 3 clusters Score -4619100 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4619222.500000 Penalty: 3511.212158
	Iteration 24Q: 3 clusters Score -4619222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4619286.500000 Penalty: 3511.212158
	Iteration 25Q: 3 clusters Score -4619286 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4619373.000000 Penalty: 3511.212158
	Iteration 26Q: 3 clusters Score -4619373 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4619413.000000 Penalty: 3511.212158
	Iteration 27Q: 3 clusters Score -4619413 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4619460.000000 Penalty: 3511.212158
	Iteration 28Q: 3 clusters Score -4619460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4619487.000000 Penalty: 3511.212158
	Iteration 29Q: 3 clusters Score -4619487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4619550.000000 Penalty: 3511.212158
	Iteration 30Q: 3 clusters Score -4619550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4619576.500000 Penalty: 3511.212158
	Iteration 31Q: 3 clusters Score -4619576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4619631.500000 Penalty: 3511.212158
	Iteration 32Q: 3 clusters Score -4619632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4619663.500000 Penalty: 3511.212158
	Iteration 33Q: 3 clusters Score -4619664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4619692.000000 Penalty: 3511.212158
	Iteration 34Q: 3 clusters Score -4619692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4619711.500000 Penalty: 3511.212158
	Iteration 35Q: 3 clusters Score -4619712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4619732.000000 Penalty: 3511.212158
	Iteration 36Q: 3 clusters Score -4619732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4619774.500000 Penalty: 3511.212158
	Iteration 37Q: 3 clusters Score -4619774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4619785.000000 Penalty: 3511.212158
	Iteration 38Q: 3 clusters Score -4619785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4619819.000000 Penalty: 3511.212158
	Iteration 39Q: 3 clusters Score -4619819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4619837.500000 Penalty: 3511.212158
	Iteration 40F: 3 clusters Score -4619838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4619845.500000 Penalty: 3511.212158
	Iteration 41Q: 3 clusters Score -4619846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4619876.500000 Penalty: 3511.212158
	Iteration 42Q: 3 clusters Score -4619876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4619883.000000 Penalty: 3511.212158
	Iteration 43Q: 3 clusters Score -4619883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4619896.000000 Penalty: 3511.212158
	Iteration 44Q: 3 clusters Score -4619896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4619913.000000 Penalty: 3511.212158
	Iteration 45Q: 3 clusters Score -4619913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4619917.000000 Penalty: 3511.212158
	Iteration 46Q: 3 clusters Score -4619917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4619925.000000 Penalty: 3511.212158
	Iteration 47Q: 3 clusters Score -4619925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4619926.000000 Penalty: 3511.212158
	Iteration 48Q: 3 clusters Score -4619926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4619932.000000 Penalty: 3511.212158
	Iteration 49Q: 3 clusters Score -4619932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4619941.000000 Penalty: 3511.212158
	Iteration 50Q: 3 clusters Score -4619941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4619931.500000 Penalty: 3511.212158
	Iteration 51Q: 3 clusters Score -4619932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4619926.000000 Penalty: 3511.212158
	Iteration 52Q: 3 clusters Score -4619926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4619937.500000 Penalty: 3511.212158
	Iteration 53Q: 3 clusters Score -4619938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4619943.000000 Penalty: 3511.212158
	Iteration 54Q: 3 clusters Score -4619943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4619944.500000 Penalty: 3511.212158
	Iteration 55Q: 3 clusters Score -4619944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4619941.500000 Penalty: 3511.212158
	Iteration 56Q: 3 clusters Score -4619942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4619943.500000 Penalty: 3511.212158
	Iteration 57Q: 3 clusters Score -4619944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4619947.000000 Penalty: 3511.212158
	Iteration 58Q: 3 clusters Score -4619947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4619950.000000 Penalty: 3511.212158
	Iteration 59Q: 3 clusters Score -4619950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4619952.500000 Penalty: 3511.212158
	Iteration 60F: 3 clusters Score -4619952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4619952.500000 Penalty: 3511.212158
	Iteration 61Q: 3 clusters Score -4619952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4619950.000000 Penalty: 3511.212158
	Iteration 62Q: 3 clusters Score -4619950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4619948.500000 Penalty: 3511.212158
	Iteration 63Q: 3 clusters Score -4619948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4619948.500000 Penalty: 3511.212158
	Iteration 64Q: 3 clusters Score -4619948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4619957.000000 Penalty: 3511.212158
	Iteration 65Q: 3 clusters Score -4619957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4619953.500000 Penalty: 3511.212158
	Iteration 66Q: 3 clusters Score -4619954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4619961.000000 Penalty: 3511.212158
	Iteration 67Q: 3 clusters Score -4619961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4619971.000000 Penalty: 3511.212158
	Iteration 68Q: 3 clusters Score -4619971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4619974.500000 Penalty: 3511.212158
	Iteration 69Q: 3 clusters Score -4619974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4619970.500000 Penalty: 3511.212158
	Iteration 70Q: 3 clusters Score -4619970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4619979.000000 Penalty: 3511.212158
	Iteration 71Q: 3 clusters Score -4619979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4619982.000000 Penalty: 3511.212158
	Iteration 72Q: 3 clusters Score -4619982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4619982.500000 Penalty: 3511.212158
	Iteration 73Q: 3 clusters Score -4619982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4619977.500000 Penalty: 3511.212158
	Iteration 74Q: 3 clusters Score -4619978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4619991.500000 Penalty: 3511.212158
	Iteration 75Q: 3 clusters Score -4619992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4619996.000000 Penalty: 3511.212158
	Iteration 76Q: 3 clusters Score -4619996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4619992.500000 Penalty: 3511.212158
	Iteration 77Q: 3 clusters Score -4619992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4619995.500000 Penalty: 3511.212158
	Iteration 78Q: 3 clusters Score -4619996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4619994.500000 Penalty: 3511.212158
	Iteration 79Q: 3 clusters Score -4619994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4619992.000000 Penalty: 3511.212158
	Iteration 80F: 3 clusters Score -4619992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4619993.500000 Penalty: 3511.212158
	Iteration 81Q: 3 clusters Score -4619994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4619991.500000 Penalty: 3511.212158
	Iteration 82Q: 3 clusters Score -4619992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4619995.000000 Penalty: 3511.212158
	Iteration 83Q: 3 clusters Score -4619995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4619992.500000 Penalty: 3511.212158
	Iteration 84Q: 3 clusters Score -4619992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4620001.500000 Penalty: 3511.212158
	Iteration 85Q: 3 clusters Score -4620002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4620000.500000 Penalty: 3511.212158
	Iteration 86Q: 3 clusters Score -4620000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4620003.500000 Penalty: 3511.212158
	Iteration 87Q: 3 clusters Score -4620004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4620011.500000 Penalty: 3511.212158
	Iteration 88Q: 3 clusters Score -4620012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4620016.000000 Penalty: 3511.212158
	Iteration 89Q: 3 clusters Score -4620016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4620019.000000 Penalty: 3511.212158
	Iteration 90Q: 3 clusters Score -4620019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4620016.500000 Penalty: 3511.212158
	Iteration 91Q: 3 clusters Score -4620016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4620019.000000 Penalty: 3511.212158
	Iteration 92Q: 3 clusters Score -4620019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4620011.000000 Penalty: 3511.212158
	Iteration 93Q: 3 clusters Score -4620011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4620011.000000 Penalty: 3511.212158
	Iteration 94Q: 3 clusters Score -4620011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4620011.000000 Penalty: 3511.212158
	Iteration 95F: 3 clusters Score -4620011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Entering Unmasked Estep 
Score: -1994047.500000 Penalty: 1630.737061
	Iteration 0F: 2 clusters Score -1994048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1978520.125000 Penalty: 3261.474121
	Iteration 0F: 3 clusters Score -1978520 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1984371.125000 Penalty: 3261.474121
	Iteration 1F: 3 clusters Score -1984371 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1984878.000000 Penalty: 3261.474121
	Iteration 2F: 3 clusters Score -1984878 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1985484.500000 Penalty: 3261.474121
	Iteration 3F: 3 clusters Score -1985484 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1986245.625000 Penalty: 3261.474121
	Iteration 4F: 3 clusters Score -1986246 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1987218.875000 Penalty: 3261.474121
	Iteration 5F: 3 clusters Score -1987219 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1988302.125000 Penalty: 3261.474121
	Iteration 6F: 3 clusters Score -1988302 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1989312.250000 Penalty: 3261.474121
	Iteration 7F: 3 clusters Score -1989312 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1990146.000000 Penalty: 3261.474121
	Iteration 8F: 3 clusters Score -1990146 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1990824.000000 Penalty: 3261.474121
	Iteration 9Q: 3 clusters Score -1990824 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -1991372.500000 Penalty: 3261.474121
	Iteration 10Q: 3 clusters Score -1991372 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -1991808.625000 Penalty: 3261.474121
	Iteration 11Q: 3 clusters Score -1991809 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -1992148.375000 Penalty: 3261.474121
	Iteration 12Q: 3 clusters Score -1992148 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1992402.500000 Penalty: 3261.474121
	Iteration 13Q: 3 clusters Score -1992402 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -1992579.375000 Penalty: 3261.474121
	Iteration 14Q: 3 clusters Score -1992579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -1992686.750000 Penalty: 3261.474121
	Iteration 15Q: 3 clusters Score -1992687 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1992756.000000 Penalty: 3261.474121
	Iteration 16Q: 3 clusters Score -1992756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -1992793.375000 Penalty: 3261.474121
	Iteration 17Q: 3 clusters Score -1992793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1992819.500000 Penalty: 3261.474121
	Iteration 18Q: 3 clusters Score -1992820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -1992843.500000 Penalty: 3261.474121
	Iteration 19Q: 3 clusters Score -1992844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -1992860.625000 Penalty: 3261.474121
	Iteration 20F: 3 clusters Score -1992861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -1992888.375000 Penalty: 3261.474121
	Iteration 21Q: 3 clusters Score -1992888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -1992891.750000 Penalty: 3261.474121
	Iteration 22Q: 3 clusters Score -1992892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -1992902.750000 Penalty: 3261.474121
	Iteration 23Q: 3 clusters Score -1992903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -1992910.000000 Penalty: 3261.474121
	Iteration 24Q: 3 clusters Score -1992910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -1992911.875000 Penalty: 3261.474121
	Iteration 25Q: 3 clusters Score -1992912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1992917.375000 Penalty: 3261.474121
	Iteration 26Q: 3 clusters Score -1992917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -1992914.125000 Penalty: 3261.474121
	Iteration 27Q: 3 clusters Score -1992914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1992916.000000 Penalty: 3261.474121
	Iteration 28Q: 3 clusters Score -1992916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -1992919.375000 Penalty: 3261.474121
	Iteration 29Q: 3 clusters Score -1992919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1992921.250000 Penalty: 3261.474121
	Iteration 30Q: 3 clusters Score -1992921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1992923.375000 Penalty: 3261.474121
	Iteration 31Q: 3 clusters Score -1992923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -1992923.875000 Penalty: 3261.474121
	Iteration 32Q: 3 clusters Score -1992924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -1992926.375000 Penalty: 3261.474121
	Iteration 33Q: 3 clusters Score -1992926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -1992924.250000 Penalty: 3261.474121
	Iteration 34Q: 3 clusters Score -1992924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -1992926.625000 Penalty: 3261.474121
	Iteration 35Q: 3 clusters Score -1992927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -1992925.500000 Penalty: 3261.474121
	Iteration 36Q: 3 clusters Score -1992926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -1992932.125000 Penalty: 3261.474121
	Iteration 37Q: 3 clusters Score -1992932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -1992932.625000 Penalty: 3261.474121
	Iteration 38Q: 3 clusters Score -1992933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -1992933.000000 Penalty: 3261.474121
	Iteration 39Q: 3 clusters Score -1992933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -1992931.625000 Penalty: 3261.474121
	Iteration 40F: 3 clusters Score -1992932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Entering Unmasked Estep 
Score: -3335743.750000 Penalty: 1695.342896
	Iteration 0F: 2 clusters Score -3335744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3314359.000000 Penalty: 3390.685791
	Iteration 0F: 3 clusters Score -3314359 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3323130.500000 Penalty: 3390.685791
	Iteration 1F: 3 clusters Score -3323130 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3323571.750000 Penalty: 3390.685791
	Iteration 2Q: 3 clusters Score -3323572 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3324113.500000 Penalty: 3390.685791
	Iteration 3Q: 3 clusters Score -3324114 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3324837.500000 Penalty: 3390.685791
	Iteration 4Q: 3 clusters Score -3324838 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3326020.750000 Penalty: 3390.685791
	Iteration 5F: 3 clusters Score -3326021 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3327611.750000 Penalty: 3390.685791
	Iteration 6F: 3 clusters Score -3327612 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3329764.750000 Penalty: 3390.685791
	Iteration 7F: 3 clusters Score -3329765 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -3331555.500000 Penalty: 3390.685791
	Iteration 8F: 3 clusters Score -3331556 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3332851.250000 Penalty: 3390.685791
	Iteration 9Q: 3 clusters Score -3332851 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -3333587.250000 Penalty: 3390.685791
	Iteration 10Q: 3 clusters Score -3333587 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -3333890.000000 Penalty: 3390.685791
	Iteration 11Q: 3 clusters Score -3333890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3334041.750000 Penalty: 3390.685791
	Iteration 12Q: 3 clusters Score -3334042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3334122.750000 Penalty: 3390.685791
	Iteration 13Q: 3 clusters Score -3334123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -3334184.000000 Penalty: 3390.685791
	Iteration 14Q: 3 clusters Score -3334184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -3334230.500000 Penalty: 3390.685791
	Iteration 15Q: 3 clusters Score -3334230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -3334248.000000 Penalty: 3390.685791
	Iteration 16Q: 3 clusters Score -3334248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -3334252.250000 Penalty: 3390.685791
	Iteration 17Q: 3 clusters Score -3334252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -3334266.500000 Penalty: 3390.685791
	Iteration 18Q: 3 clusters Score -3334266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -3334273.000000 Penalty: 3390.685791
	Iteration 19Q: 3 clusters Score -3334273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -3334278.000000 Penalty: 3390.685791
	Iteration 20F: 3 clusters Score -3334278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -3334283.500000 Penalty: 3390.685791
	Iteration 21Q: 3 clusters Score -3334284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -3334284.250000 Penalty: 3390.685791
	Iteration 22Q: 3 clusters Score -3334284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -3334284.250000 Penalty: 3390.685791
	Iteration 23F: 3 clusters Score -3334284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Entering Unmasked Estep 
Score: -3633750.000000 Penalty: 1713.425415
	Iteration 0F: 2 clusters Score -3633750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3608661.750000 Penalty: 3426.850830
	Iteration 0F: 3 clusters Score -3608662 nChanged 17665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3618618.500000 Penalty: 3426.850830
	Iteration 1F: 3 clusters Score -3618618 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3619025.500000 Penalty: 3426.850830
	Iteration 2Q: 3 clusters Score -3619026 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3619489.250000 Penalty: 3426.850830
	Iteration 3Q: 3 clusters Score -3619489 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3620021.500000 Penalty: 3426.850830
	Iteration 4Q: 3 clusters Score -3620022 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3620709.500000 Penalty: 3426.850830
	Iteration 5Q: 3 clusters Score -3620710 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3621607.500000 Penalty: 3426.850830
	Iteration 6F: 3 clusters Score -3621608 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3622707.750000 Penalty: 3426.850830
	Iteration 7F: 3 clusters Score -3622708 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3624108.500000 Penalty: 3426.850830
	Iteration 8F: 3 clusters Score -3624108 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3625520.500000 Penalty: 3426.850830
	Iteration 9F: 3 clusters Score -3625520 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3626532.500000 Penalty: 3426.850830
	Iteration 10Q: 3 clusters Score -3626532 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3627048.500000 Penalty: 3426.850830
	Iteration 11Q: 3 clusters Score -3627048 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3627342.500000 Penalty: 3426.850830
	Iteration 12Q: 3 clusters Score -3627342 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3627529.750000 Penalty: 3426.850830
	Iteration 13Q: 3 clusters Score -3627530 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3627717.000000 Penalty: 3426.850830
	Iteration 14Q: 3 clusters Score -3627717 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3627846.250000 Penalty: 3426.850830
	Iteration 15Q: 3 clusters Score -3627846 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3627985.750000 Penalty: 3426.850830
	Iteration 16Q: 3 clusters Score -3627986 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3628134.500000 Penalty: 3426.850830
	Iteration 17Q: 3 clusters Score -3628134 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3628252.000000 Penalty: 3426.850830
	Iteration 18Q: 3 clusters Score -3628252 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3628405.250000 Penalty: 3426.850830
	Iteration 19Q: 3 clusters Score -3628405 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3628557.500000 Penalty: 3426.850830
	Iteration 20F: 3 clusters Score -3628558 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3628700.000000 Penalty: 3426.850830
	Iteration 21Q: 3 clusters Score -3628700 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3628806.500000 Penalty: 3426.850830
	Iteration 22Q: 3 clusters Score -3628806 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3628934.000000 Penalty: 3426.850830
	Iteration 23Q: 3 clusters Score -3628934 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3629073.750000 Penalty: 3426.850830
	Iteration 24Q: 3 clusters Score -3629074 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3629197.000000 Penalty: 3426.850830
	Iteration 25Q: 3 clusters Score -3629197 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3629294.000000 Penalty: 3426.850830
	Iteration 26Q: 3 clusters Score -3629294 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3629416.750000 Penalty: 3426.850830
	Iteration 27Q: 3 clusters Score -3629417 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3629541.000000 Penalty: 3426.850830
	Iteration 28Q: 3 clusters Score -3629541 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3629671.250000 Penalty: 3426.850830
	Iteration 29Q: 3 clusters Score -3629671 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3629936.750000 Penalty: 3426.850830
	Iteration 30Q: 3 clusters Score -3629937 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3630208.750000 Penalty: 3426.850830
	Iteration 31Q: 3 clusters Score -3630209 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3630485.750000 Penalty: 3426.850830
	Iteration 32Q: 3 clusters Score -3630486 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3630759.250000 Penalty: 3426.850830
	Iteration 33Q: 3 clusters Score -3630759 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3631018.250000 Penalty: 3426.850830
	Iteration 34Q: 3 clusters Score -3631018 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3631282.000000 Penalty: 3426.850830
	Iteration 35Q: 3 clusters Score -3631282 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3631511.750000 Penalty: 3426.850830
	Iteration 36Q: 3 clusters Score -3631512 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3631746.750000 Penalty: 3426.850830
	Iteration 37Q: 3 clusters Score -3631747 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3631901.750000 Penalty: 3426.850830
	Iteration 38Q: 3 clusters Score -3631902 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3632029.500000 Penalty: 3426.850830
	Iteration 39Q: 3 clusters Score -3632030 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3632120.000000 Penalty: 3426.850830
	Iteration 40F: 3 clusters Score -3632120 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3632182.750000 Penalty: 3426.850830
	Iteration 41Q: 3 clusters Score -3632183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3632238.000000 Penalty: 3426.850830
	Iteration 42Q: 3 clusters Score -3632238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3632266.000000 Penalty: 3426.850830
	Iteration 43Q: 3 clusters Score -3632266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3632294.250000 Penalty: 3426.850830
	Iteration 44Q: 3 clusters Score -3632294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3632317.250000 Penalty: 3426.850830
	Iteration 45Q: 3 clusters Score -3632317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3632336.750000 Penalty: 3426.850830
	Iteration 46Q: 3 clusters Score -3632337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3632348.500000 Penalty: 3426.850830
	Iteration 47Q: 3 clusters Score -3632348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3632354.000000 Penalty: 3426.850830
	Iteration 48Q: 3 clusters Score -3632354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3632358.500000 Penalty: 3426.850830
	Iteration 49Q: 3 clusters Score -3632358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3632373.000000 Penalty: 3426.850830
	Iteration 50Q: 3 clusters Score -3632373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3632379.500000 Penalty: 3426.850830
	Iteration 51Q: 3 clusters Score -3632380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3632384.750000 Penalty: 3426.850830
	Iteration 52Q: 3 clusters Score -3632385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3632384.750000 Penalty: 3426.850830
	Iteration 53F: 3 clusters Score -3632385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -123266.429688 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -123266.4 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 725 members 
Entering Unmasked Estep 
Score: -121533.554688 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -121533.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -121884.304688 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -121884.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121980.453125 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -121980.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -122027.445312 Penalty: 2356.687256
	Iteration 3Q: 3 clusters Score -122027.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -122055.070312 Penalty: 2356.687256
	Iteration 4Q: 3 clusters Score -122055.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -122084.820312 Penalty: 2356.687256
	Iteration 5Q: 3 clusters Score -122084.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -122106.289062 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -122106.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -122124.507812 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -122124.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -122136.773438 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -122136.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -122149.218750 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -122149.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -122164.632812 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -122164.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -122180.812500 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -122180.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -122189.140625 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -122189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -122196.734375 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -122196.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -122202.625000 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -122202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -122207.187500 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -122207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -122211.695312 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -122211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -122212.156250 Penalty: 2356.687256
	Iteration 17Q: 3 clusters Score -122212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -122212.156250 Penalty: 2356.687256
	Iteration 18F: 3 clusters Score -122212.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -210517.203125 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -210517.2 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 1133 members 
Entering Unmasked Estep 
Score: -208259.781250 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -208259.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -208756.062500 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -208756.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -208898.125000 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -208898.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -208989.296875 Penalty: 2514.157959
	Iteration 3Q: 3 clusters Score -208989.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -209057.015625 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -209057 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -209102.421875 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -209102.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -209145.640625 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -209145.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -209192.171875 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -209192.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -209245.640625 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -209245.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -209307.500000 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -209307.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -209364.171875 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -209364.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -209419.875000 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -209419.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -209463.015625 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -209463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -209500.250000 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -209500.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -209533.046875 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -209533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -209561.218750 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -209561.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -209581.078125 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -209581.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -209599.531250 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -209599.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -209616.046875 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -209616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -209633.984375 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -209634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -209647.437500 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -209647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -209665.531250 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -209665.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -209682.906250 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -209682.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -209694.796875 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -209694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -209699.390625 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -209699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -209702.906250 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -209702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -209705.296875 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -209705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -209706.796875 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -209706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -209709.031250 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -209709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -209711.734375 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -209711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -209713.375000 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -209713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -209713.375000 Penalty: 2514.157959
	Iteration 31F: 3 clusters Score -209713.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Entering Unmasked Estep 
Score: -3742128.250000 Penalty: 1717.759766
	Iteration 0F: 2 clusters Score -3742128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3718242.500000 Penalty: 3435.519531
	Iteration 0F: 3 clusters Score -3718242 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3728232.000000 Penalty: 3435.519531
	Iteration 1F: 3 clusters Score -3728232 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3728609.000000 Penalty: 3435.519531
	Iteration 2Q: 3 clusters Score -3728609 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3728952.750000 Penalty: 3435.519531
	Iteration 3Q: 3 clusters Score -3728953 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3729316.000000 Penalty: 3435.519531
	Iteration 4Q: 3 clusters Score -3729316 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3729781.750000 Penalty: 3435.519531
	Iteration 5Q: 3 clusters Score -3729782 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3730470.750000 Penalty: 3435.519531
	Iteration 6Q: 3 clusters Score -3730471 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3731601.750000 Penalty: 3435.519531
	Iteration 7F: 3 clusters Score -3731602 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3733382.500000 Penalty: 3435.519531
	Iteration 8F: 3 clusters Score -3733382 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3735921.750000 Penalty: 3435.519531
	Iteration 9F: 3 clusters Score -3735922 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -3738480.750000 Penalty: 3435.519531
	Iteration 10F: 3 clusters Score -3738481 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -3739821.250000 Penalty: 3435.519531
	Iteration 11F: 3 clusters Score -3739821 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -3740330.750000 Penalty: 3435.519531
	Iteration 12Q: 3 clusters Score -3740331 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -3740506.250000 Penalty: 3435.519531
	Iteration 13Q: 3 clusters Score -3740506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -3740582.500000 Penalty: 3435.519531
	Iteration 14Q: 3 clusters Score -3740582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -3740619.750000 Penalty: 3435.519531
	Iteration 15Q: 3 clusters Score -3740620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -3740648.500000 Penalty: 3435.519531
	Iteration 16Q: 3 clusters Score -3740648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -3740672.500000 Penalty: 3435.519531
	Iteration 17Q: 3 clusters Score -3740672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -3740687.250000 Penalty: 3435.519531
	Iteration 18Q: 3 clusters Score -3740687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -3740695.250000 Penalty: 3435.519531
	Iteration 19Q: 3 clusters Score -3740695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -3740701.750000 Penalty: 3435.519531
	Iteration 20F: 3 clusters Score -3740702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -3740702.000000 Penalty: 3435.519531
	Iteration 21Q: 3 clusters Score -3740702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -3740704.250000 Penalty: 3435.519531
	Iteration 22Q: 3 clusters Score -3740704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -3740704.750000 Penalty: 3435.519531
	Iteration 23Q: 3 clusters Score -3740705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -3740704.750000 Penalty: 3435.519531
	Iteration 24F: 3 clusters Score -3740705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -401328.437500 Penalty: 1360.552368
	Iteration 0F: 2 clusters Score -401328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -397797.593750 Penalty: 2721.104736
	Iteration 0F: 3 clusters Score -397797.6 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -398792.656250 Penalty: 2721.104736
	Iteration 1F: 3 clusters Score -398792.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -399009.062500 Penalty: 2721.104736
	Iteration 2F: 3 clusters Score -399009.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -399170.781250 Penalty: 2721.104736
	Iteration 3F: 3 clusters Score -399170.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -399319.406250 Penalty: 2721.104736
	Iteration 4F: 3 clusters Score -399319.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -399450.281250 Penalty: 2721.104736
	Iteration 5Q: 3 clusters Score -399450.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -399561.000000 Penalty: 2721.104736
	Iteration 6Q: 3 clusters Score -399561 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -399669.125000 Penalty: 2721.104736
	Iteration 7Q: 3 clusters Score -399669.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -399756.468750 Penalty: 2721.104736
	Iteration 8Q: 3 clusters Score -399756.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -399842.343750 Penalty: 2721.104736
	Iteration 9Q: 3 clusters Score -399842.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -399934.218750 Penalty: 2721.104736
	Iteration 10Q: 3 clusters Score -399934.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -400010.312500 Penalty: 2721.104736
	Iteration 11Q: 3 clusters Score -400010.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -400058.437500 Penalty: 2721.104736
	Iteration 12Q: 3 clusters Score -400058.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -400099.062500 Penalty: 2721.104736
	Iteration 13Q: 3 clusters Score -400099.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -400140.281250 Penalty: 2721.104736
	Iteration 14Q: 3 clusters Score -400140.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -400168.343750 Penalty: 2721.104736
	Iteration 15Q: 3 clusters Score -400168.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -400195.906250 Penalty: 2721.104736
	Iteration 16Q: 3 clusters Score -400195.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -400214.312500 Penalty: 2721.104736
	Iteration 17Q: 3 clusters Score -400214.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -400230.343750 Penalty: 2721.104736
	Iteration 18Q: 3 clusters Score -400230.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -400244.156250 Penalty: 2721.104736
	Iteration 19Q: 3 clusters Score -400244.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -400253.656250 Penalty: 2721.104736
	Iteration 20F: 3 clusters Score -400253.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -400260.718750 Penalty: 2721.104736
	Iteration 21Q: 3 clusters Score -400260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -400263.000000 Penalty: 2721.104736
	Iteration 22Q: 3 clusters Score -400263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -400265.343750 Penalty: 2721.104736
	Iteration 23Q: 3 clusters Score -400265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -400270.656250 Penalty: 2721.104736
	Iteration 24Q: 3 clusters Score -400270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -400272.718750 Penalty: 2721.104736
	Iteration 25Q: 3 clusters Score -400272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -400275.187500 Penalty: 2721.104736
	Iteration 26Q: 3 clusters Score -400275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -400275.500000 Penalty: 2721.104736
	Iteration 27Q: 3 clusters Score -400275.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -400275.500000 Penalty: 2721.104736
	Iteration 28F: 3 clusters Score -400275.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -126884.289062 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -126884.3 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 700 members 
Entering Unmasked Estep 
Score: -125182.523438 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -125182.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125526.429688 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -125526.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -125615.250000 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -125615.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -125678.054688 Penalty: 2350.873047
	Iteration 3Q: 3 clusters Score -125678.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -125764.125000 Penalty: 2350.873047
	Iteration 4Q: 3 clusters Score -125764.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -125850.687500 Penalty: 2350.873047
	Iteration 5Q: 3 clusters Score -125850.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -125905.898438 Penalty: 2350.873047
	Iteration 6Q: 3 clusters Score -125905.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -125961.546875 Penalty: 2350.873047
	Iteration 7Q: 3 clusters Score -125961.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -126011.210938 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -126011.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -126058.062500 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -126058.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -126089.226562 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -126089.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -126107.507812 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -126107.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -126118.460938 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -126118.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -126126.820312 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -126126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -126128.398438 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -126128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -126130.773438 Penalty: 2350.873047
	Iteration 15Q: 3 clusters Score -126130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -126132.382812 Penalty: 2350.873047
	Iteration 16Q: 3 clusters Score -126132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -126133.851562 Penalty: 2350.873047
	Iteration 17Q: 3 clusters Score -126133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -126133.851562 Penalty: 2350.873047
	Iteration 18F: 3 clusters Score -126133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -418231.781250 Penalty: 1369.502197
	Iteration 0F: 2 clusters Score -418231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -414491.343750 Penalty: 2739.004395
	Iteration 0F: 3 clusters Score -414491.3 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -415584.781250 Penalty: 2739.004395
	Iteration 1F: 3 clusters Score -415584.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -415787.750000 Penalty: 2739.004395
	Iteration 2F: 3 clusters Score -415787.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -415934.125000 Penalty: 2739.004395
	Iteration 3F: 3 clusters Score -415934.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -416046.937500 Penalty: 2739.004395
	Iteration 4Q: 3 clusters Score -416046.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -416150.562500 Penalty: 2739.004395
	Iteration 5Q: 3 clusters Score -416150.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -416238.625000 Penalty: 2739.004395
	Iteration 6Q: 3 clusters Score -416238.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -416311.250000 Penalty: 2739.004395
	Iteration 7Q: 3 clusters Score -416311.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -416375.562500 Penalty: 2739.004395
	Iteration 8Q: 3 clusters Score -416375.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -416441.593750 Penalty: 2739.004395
	Iteration 9Q: 3 clusters Score -416441.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -416504.531250 Penalty: 2739.004395
	Iteration 10Q: 3 clusters Score -416504.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -416575.875000 Penalty: 2739.004395
	Iteration 11Q: 3 clusters Score -416575.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -416664.625000 Penalty: 2739.004395
	Iteration 12Q: 3 clusters Score -416664.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -416765.531250 Penalty: 2739.004395
	Iteration 13Q: 3 clusters Score -416765.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -416864.656250 Penalty: 2739.004395
	Iteration 14Q: 3 clusters Score -416864.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -416952.000000 Penalty: 2739.004395
	Iteration 15Q: 3 clusters Score -416952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -417024.031250 Penalty: 2739.004395
	Iteration 16Q: 3 clusters Score -417024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -417079.593750 Penalty: 2739.004395
	Iteration 17Q: 3 clusters Score -417079.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -417139.593750 Penalty: 2739.004395
	Iteration 18Q: 3 clusters Score -417139.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -417198.656250 Penalty: 2739.004395
	Iteration 19Q: 3 clusters Score -417198.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -417240.031250 Penalty: 2739.004395
	Iteration 20F: 3 clusters Score -417240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -417275.406250 Penalty: 2739.004395
	Iteration 21Q: 3 clusters Score -417275.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -417308.937500 Penalty: 2739.004395
	Iteration 22Q: 3 clusters Score -417308.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -417338.781250 Penalty: 2739.004395
	Iteration 23Q: 3 clusters Score -417338.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -417356.031250 Penalty: 2739.004395
	Iteration 24Q: 3 clusters Score -417356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -417372.843750 Penalty: 2739.004395
	Iteration 25Q: 3 clusters Score -417372.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -417385.750000 Penalty: 2739.004395
	Iteration 26Q: 3 clusters Score -417385.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -417398.093750 Penalty: 2739.004395
	Iteration 27Q: 3 clusters Score -417398.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -417406.312500 Penalty: 2739.004395
	Iteration 28Q: 3 clusters Score -417406.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -417414.968750 Penalty: 2739.004395
	Iteration 29Q: 3 clusters Score -417415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -417423.750000 Penalty: 2739.004395
	Iteration 30Q: 3 clusters Score -417423.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -417431.500000 Penalty: 2739.004395
	Iteration 31Q: 3 clusters Score -417431.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -417436.468750 Penalty: 2739.004395
	Iteration 32Q: 3 clusters Score -417436.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -417442.812500 Penalty: 2739.004395
	Iteration 33Q: 3 clusters Score -417442.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -417450.687500 Penalty: 2739.004395
	Iteration 34Q: 3 clusters Score -417450.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -417455.687500 Penalty: 2739.004395
	Iteration 35Q: 3 clusters Score -417455.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -417461.281250 Penalty: 2739.004395
	Iteration 36Q: 3 clusters Score -417461.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -417464.687500 Penalty: 2739.004395
	Iteration 37Q: 3 clusters Score -417464.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -417468.375000 Penalty: 2739.004395
	Iteration 38Q: 3 clusters Score -417468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -417471.656250 Penalty: 2739.004395
	Iteration 39Q: 3 clusters Score -417471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -417475.062500 Penalty: 2739.004395
	Iteration 40F: 3 clusters Score -417475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -417479.562500 Penalty: 2739.004395
	Iteration 41Q: 3 clusters Score -417479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -417480.625000 Penalty: 2739.004395
	Iteration 42Q: 3 clusters Score -417480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -417482.156250 Penalty: 2739.004395
	Iteration 43Q: 3 clusters Score -417482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -417483.437500 Penalty: 2739.004395
	Iteration 44Q: 3 clusters Score -417483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -417484.187500 Penalty: 2739.004395
	Iteration 45Q: 3 clusters Score -417484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -417485.312500 Penalty: 2739.004395
	Iteration 46Q: 3 clusters Score -417485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -417485.312500 Penalty: 2739.004395
	Iteration 47F: 3 clusters Score -417485.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41621.695312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40573.882812 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40573.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40738.160156 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -40738.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40788.960938 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -40788.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40817.453125 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -40817.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40821.468750 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -40821.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40824.417969 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -40824.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40824.417969 Penalty: 2001.705933
	Iteration 6F: 3 clusters Score -40824.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -516412.156250 Penalty: 1404.076782
	Iteration 0F: 2 clusters Score -516412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -512011.687500 Penalty: 2808.153564
	Iteration 0F: 3 clusters Score -512011.7 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -513215.031250 Penalty: 2808.153564
	Iteration 1F: 3 clusters Score -513215 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -513425.125000 Penalty: 2808.153564
	Iteration 2F: 3 clusters Score -513425.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -513547.625000 Penalty: 2808.153564
	Iteration 3F: 3 clusters Score -513547.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -513639.875000 Penalty: 2808.153564
	Iteration 4Q: 3 clusters Score -513639.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -513732.562500 Penalty: 2808.153564
	Iteration 5Q: 3 clusters Score -513732.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -513815.000000 Penalty: 2808.153564
	Iteration 6Q: 3 clusters Score -513815 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -513913.718750 Penalty: 2808.153564
	Iteration 7Q: 3 clusters Score -513913.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -514043.343750 Penalty: 2808.153564
	Iteration 8Q: 3 clusters Score -514043.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -514197.843750 Penalty: 2808.153564
	Iteration 9Q: 3 clusters Score -514197.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -514372.312500 Penalty: 2808.153564
	Iteration 10Q: 3 clusters Score -514372.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -514532.125000 Penalty: 2808.153564
	Iteration 11Q: 3 clusters Score -514532.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -514673.125000 Penalty: 2808.153564
	Iteration 12Q: 3 clusters Score -514673.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -514774.187500 Penalty: 2808.153564
	Iteration 13Q: 3 clusters Score -514774.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -514836.000000 Penalty: 2808.153564
	Iteration 14Q: 3 clusters Score -514836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -514877.781250 Penalty: 2808.153564
	Iteration 15Q: 3 clusters Score -514877.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -514913.000000 Penalty: 2808.153564
	Iteration 16Q: 3 clusters Score -514913 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -514955.468750 Penalty: 2808.153564
	Iteration 17Q: 3 clusters Score -514955.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -514998.968750 Penalty: 2808.153564
	Iteration 18Q: 3 clusters Score -514999 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -515064.906250 Penalty: 2808.153564
	Iteration 19Q: 3 clusters Score -515064.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -515138.093750 Penalty: 2808.153564
	Iteration 20F: 3 clusters Score -515138.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -515206.750000 Penalty: 2808.153564
	Iteration 21Q: 3 clusters Score -515206.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -515270.062500 Penalty: 2808.153564
	Iteration 22Q: 3 clusters Score -515270.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -515330.875000 Penalty: 2808.153564
	Iteration 23Q: 3 clusters Score -515330.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -515381.343750 Penalty: 2808.153564
	Iteration 24Q: 3 clusters Score -515381.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -515426.875000 Penalty: 2808.153564
	Iteration 25Q: 3 clusters Score -515426.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -515460.750000 Penalty: 2808.153564
	Iteration 26Q: 3 clusters Score -515460.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -515481.281250 Penalty: 2808.153564
	Iteration 27Q: 3 clusters Score -515481.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -515499.500000 Penalty: 2808.153564
	Iteration 28Q: 3 clusters Score -515499.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -515510.875000 Penalty: 2808.153564
	Iteration 29Q: 3 clusters Score -515510.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -515520.312500 Penalty: 2808.153564
	Iteration 30Q: 3 clusters Score -515520.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -515531.500000 Penalty: 2808.153564
	Iteration 31Q: 3 clusters Score -515531.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -515542.656250 Penalty: 2808.153564
	Iteration 32Q: 3 clusters Score -515542.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -515554.093750 Penalty: 2808.153564
	Iteration 33Q: 3 clusters Score -515554.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -515563.312500 Penalty: 2808.153564
	Iteration 34Q: 3 clusters Score -515563.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -515573.593750 Penalty: 2808.153564
	Iteration 35Q: 3 clusters Score -515573.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -515581.437500 Penalty: 2808.153564
	Iteration 36Q: 3 clusters Score -515581.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -515587.187500 Penalty: 2808.153564
	Iteration 37Q: 3 clusters Score -515587.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -515589.937500 Penalty: 2808.153564
	Iteration 38Q: 3 clusters Score -515589.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -515594.218750 Penalty: 2808.153564
	Iteration 39Q: 3 clusters Score -515594.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -515596.875000 Penalty: 2808.153564
	Iteration 40F: 3 clusters Score -515596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -515599.218750 Penalty: 2808.153564
	Iteration 41Q: 3 clusters Score -515599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -515602.062500 Penalty: 2808.153564
	Iteration 42Q: 3 clusters Score -515602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -515604.218750 Penalty: 2808.153564
	Iteration 43Q: 3 clusters Score -515604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -515606.593750 Penalty: 2808.153564
	Iteration 44Q: 3 clusters Score -515606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -515607.718750 Penalty: 2808.153564
	Iteration 45Q: 3 clusters Score -515607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -515608.437500 Penalty: 2808.153564
	Iteration 46Q: 3 clusters Score -515608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -515610.312500 Penalty: 2808.153564
	Iteration 47Q: 3 clusters Score -515610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -515610.031250 Penalty: 2808.153564
	Iteration 48Q: 3 clusters Score -515610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -515609.968750 Penalty: 2808.153564
	Iteration 49Q: 3 clusters Score -515610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -515611.281250 Penalty: 2808.153564
	Iteration 50Q: 3 clusters Score -515611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -515612.187500 Penalty: 2808.153564
	Iteration 51Q: 3 clusters Score -515612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -515614.000000 Penalty: 2808.153564
	Iteration 52Q: 3 clusters Score -515614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -515614.156250 Penalty: 2808.153564
	Iteration 53Q: 3 clusters Score -515614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -515616.750000 Penalty: 2808.153564
	Iteration 54Q: 3 clusters Score -515616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -515618.218750 Penalty: 2808.153564
	Iteration 55Q: 3 clusters Score -515618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -515619.656250 Penalty: 2808.153564
	Iteration 56Q: 3 clusters Score -515619.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -515623.500000 Penalty: 2808.153564
	Iteration 57Q: 3 clusters Score -515623.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -515625.062500 Penalty: 2808.153564
	Iteration 58Q: 3 clusters Score -515625.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -515626.625000 Penalty: 2808.153564
	Iteration 59Q: 3 clusters Score -515626.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -515631.125000 Penalty: 2808.153564
	Iteration 60F: 3 clusters Score -515631.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -515634.718750 Penalty: 2808.153564
	Iteration 61Q: 3 clusters Score -515634.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -515639.125000 Penalty: 2808.153564
	Iteration 62Q: 3 clusters Score -515639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -515641.218750 Penalty: 2808.153564
	Iteration 63Q: 3 clusters Score -515641.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -515643.625000 Penalty: 2808.153564
	Iteration 64Q: 3 clusters Score -515643.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -515645.468750 Penalty: 2808.153564
	Iteration 65Q: 3 clusters Score -515645.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -515648.968750 Penalty: 2808.153564
	Iteration 66Q: 3 clusters Score -515649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -515649.750000 Penalty: 2808.153564
	Iteration 67Q: 3 clusters Score -515649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -515653.031250 Penalty: 2808.153564
	Iteration 68Q: 3 clusters Score -515653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -515655.937500 Penalty: 2808.153564
	Iteration 69Q: 3 clusters Score -515655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -515657.562500 Penalty: 2808.153564
	Iteration 70Q: 3 clusters Score -515657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -515660.562500 Penalty: 2808.153564
	Iteration 71Q: 3 clusters Score -515660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -515661.750000 Penalty: 2808.153564
	Iteration 72Q: 3 clusters Score -515661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -515663.875000 Penalty: 2808.153564
	Iteration 73Q: 3 clusters Score -515663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -515664.218750 Penalty: 2808.153564
	Iteration 74Q: 3 clusters Score -515664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -515666.125000 Penalty: 2808.153564
	Iteration 75Q: 3 clusters Score -515666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -515665.906250 Penalty: 2808.153564
	Iteration 76Q: 3 clusters Score -515665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -515667.781250 Penalty: 2808.153564
	Iteration 77Q: 3 clusters Score -515667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -515668.593750 Penalty: 2808.153564
	Iteration 78Q: 3 clusters Score -515668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -515668.843750 Penalty: 2808.153564
	Iteration 79Q: 3 clusters Score -515668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -515668.843750 Penalty: 2808.153564
	Iteration 80F: 3 clusters Score -515668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -407358.187500 Penalty: 1364.887939
	Iteration 0F: 2 clusters Score -407358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -403781.625000 Penalty: 2729.775879
	Iteration 0F: 3 clusters Score -403781.6 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -404799.406250 Penalty: 2729.775879
	Iteration 1F: 3 clusters Score -404799.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -405046.125000 Penalty: 2729.775879
	Iteration 2F: 3 clusters Score -405046.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -405203.062500 Penalty: 2729.775879
	Iteration 3F: 3 clusters Score -405203.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -405314.593750 Penalty: 2729.775879
	Iteration 4Q: 3 clusters Score -405314.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -405399.437500 Penalty: 2729.775879
	Iteration 5Q: 3 clusters Score -405399.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -405483.875000 Penalty: 2729.775879
	Iteration 6Q: 3 clusters Score -405483.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -405571.000000 Penalty: 2729.775879
	Iteration 7Q: 3 clusters Score -405571 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -405651.812500 Penalty: 2729.775879
	Iteration 8Q: 3 clusters Score -405651.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -405730.656250 Penalty: 2729.775879
	Iteration 9Q: 3 clusters Score -405730.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -405797.562500 Penalty: 2729.775879
	Iteration 10Q: 3 clusters Score -405797.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -405832.843750 Penalty: 2729.775879
	Iteration 11Q: 3 clusters Score -405832.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -405860.312500 Penalty: 2729.775879
	Iteration 12Q: 3 clusters Score -405860.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -405885.656250 Penalty: 2729.775879
	Iteration 13Q: 3 clusters Score -405885.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -405917.406250 Penalty: 2729.775879
	Iteration 14Q: 3 clusters Score -405917.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -405942.437500 Penalty: 2729.775879
	Iteration 15Q: 3 clusters Score -405942.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -405968.781250 Penalty: 2729.775879
	Iteration 16Q: 3 clusters Score -405968.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405992.406250 Penalty: 2729.775879
	Iteration 17Q: 3 clusters Score -405992.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -406015.718750 Penalty: 2729.775879
	Iteration 18Q: 3 clusters Score -406015.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -406039.875000 Penalty: 2729.775879
	Iteration 19Q: 3 clusters Score -406039.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -406069.218750 Penalty: 2729.775879
	Iteration 20F: 3 clusters Score -406069.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -406091.375000 Penalty: 2729.775879
	Iteration 21Q: 3 clusters Score -406091.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -406105.812500 Penalty: 2729.775879
	Iteration 22Q: 3 clusters Score -406105.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -406115.687500 Penalty: 2729.775879
	Iteration 23Q: 3 clusters Score -406115.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -406133.218750 Penalty: 2729.775879
	Iteration 24Q: 3 clusters Score -406133.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -406152.218750 Penalty: 2729.775879
	Iteration 25Q: 3 clusters Score -406152.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -406168.062500 Penalty: 2729.775879
	Iteration 26Q: 3 clusters Score -406168.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -406185.468750 Penalty: 2729.775879
	Iteration 27Q: 3 clusters Score -406185.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -406200.000000 Penalty: 2729.775879
	Iteration 28Q: 3 clusters Score -406200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -406214.781250 Penalty: 2729.775879
	Iteration 29Q: 3 clusters Score -406214.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -406233.250000 Penalty: 2729.775879
	Iteration 30Q: 3 clusters Score -406233.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -406252.375000 Penalty: 2729.775879
	Iteration 31Q: 3 clusters Score -406252.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -406274.968750 Penalty: 2729.775879
	Iteration 32Q: 3 clusters Score -406275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -406289.062500 Penalty: 2729.775879
	Iteration 33Q: 3 clusters Score -406289.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -406299.968750 Penalty: 2729.775879
	Iteration 34Q: 3 clusters Score -406300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -406315.500000 Penalty: 2729.775879
	Iteration 35Q: 3 clusters Score -406315.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -406328.343750 Penalty: 2729.775879
	Iteration 36Q: 3 clusters Score -406328.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -406334.125000 Penalty: 2729.775879
	Iteration 37Q: 3 clusters Score -406334.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -406339.750000 Penalty: 2729.775879
	Iteration 38Q: 3 clusters Score -406339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -406345.187500 Penalty: 2729.775879
	Iteration 39Q: 3 clusters Score -406345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -406349.281250 Penalty: 2729.775879
	Iteration 40F: 3 clusters Score -406349.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -406356.781250 Penalty: 2729.775879
	Iteration 41Q: 3 clusters Score -406356.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -406365.000000 Penalty: 2729.775879
	Iteration 42Q: 3 clusters Score -406365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -406369.625000 Penalty: 2729.775879
	Iteration 43Q: 3 clusters Score -406369.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -406373.531250 Penalty: 2729.775879
	Iteration 44Q: 3 clusters Score -406373.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -406378.843750 Penalty: 2729.775879
	Iteration 45Q: 3 clusters Score -406378.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -406383.125000 Penalty: 2729.775879
	Iteration 46Q: 3 clusters Score -406383.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -406387.531250 Penalty: 2729.775879
	Iteration 47Q: 3 clusters Score -406387.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -406390.875000 Penalty: 2729.775879
	Iteration 48Q: 3 clusters Score -406390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -406393.656250 Penalty: 2729.775879
	Iteration 49Q: 3 clusters Score -406393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -406395.375000 Penalty: 2729.775879
	Iteration 50Q: 3 clusters Score -406395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -406394.718750 Penalty: 2729.775879
	Iteration 51Q: 3 clusters Score -406394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -406395.718750 Penalty: 2729.775879
	Iteration 52Q: 3 clusters Score -406395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -406395.343750 Penalty: 2729.775879
	Iteration 53Q: 3 clusters Score -406395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -406395.187500 Penalty: 2729.775879
	Iteration 54Q: 3 clusters Score -406395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -406395.500000 Penalty: 2729.775879
	Iteration 55Q: 3 clusters Score -406395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -406395.750000 Penalty: 2729.775879
	Iteration 56Q: 3 clusters Score -406395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -406395.750000 Penalty: 2729.775879
	Iteration 57F: 3 clusters Score -406395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -534545.312500 Penalty: 1404.879272
	Iteration 0F: 2 clusters Score -534545.3 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 2862 members 
Entering Unmasked Estep 
Score: -530094.250000 Penalty: 2809.758545
	Iteration 0F: 3 clusters Score -530094.2 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -531403.062500 Penalty: 2809.758545
	Iteration 1F: 3 clusters Score -531403.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -531603.375000 Penalty: 2809.758545
	Iteration 2F: 3 clusters Score -531603.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -531754.625000 Penalty: 2809.758545
	Iteration 3F: 3 clusters Score -531754.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -531860.750000 Penalty: 2809.758545
	Iteration 4Q: 3 clusters Score -531860.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -531962.000000 Penalty: 2809.758545
	Iteration 5Q: 3 clusters Score -531962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -532075.625000 Penalty: 2809.758545
	Iteration 6Q: 3 clusters Score -532075.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -532163.250000 Penalty: 2809.758545
	Iteration 7Q: 3 clusters Score -532163.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -532239.812500 Penalty: 2809.758545
	Iteration 8Q: 3 clusters Score -532239.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -532329.562500 Penalty: 2809.758545
	Iteration 9Q: 3 clusters Score -532329.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -532443.125000 Penalty: 2809.758545
	Iteration 10Q: 3 clusters Score -532443.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -532540.687500 Penalty: 2809.758545
	Iteration 11Q: 3 clusters Score -532540.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -532638.062500 Penalty: 2809.758545
	Iteration 12Q: 3 clusters Score -532638.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -532733.687500 Penalty: 2809.758545
	Iteration 13Q: 3 clusters Score -532733.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -532816.187500 Penalty: 2809.758545
	Iteration 14Q: 3 clusters Score -532816.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -532879.937500 Penalty: 2809.758545
	Iteration 15Q: 3 clusters Score -532879.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -532949.125000 Penalty: 2809.758545
	Iteration 16Q: 3 clusters Score -532949.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -533012.375000 Penalty: 2809.758545
	Iteration 17Q: 3 clusters Score -533012.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -533066.312500 Penalty: 2809.758545
	Iteration 18Q: 3 clusters Score -533066.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -533119.687500 Penalty: 2809.758545
	Iteration 19Q: 3 clusters Score -533119.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -533166.125000 Penalty: 2809.758545
	Iteration 20F: 3 clusters Score -533166.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -533217.312500 Penalty: 2809.758545
	Iteration 21Q: 3 clusters Score -533217.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -533264.500000 Penalty: 2809.758545
	Iteration 22Q: 3 clusters Score -533264.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -533291.062500 Penalty: 2809.758545
	Iteration 23Q: 3 clusters Score -533291.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -533300.187500 Penalty: 2809.758545
	Iteration 24Q: 3 clusters Score -533300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -533306.250000 Penalty: 2809.758545
	Iteration 25Q: 3 clusters Score -533306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -533310.500000 Penalty: 2809.758545
	Iteration 26Q: 3 clusters Score -533310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -533313.437500 Penalty: 2809.758545
	Iteration 27Q: 3 clusters Score -533313.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -533317.125000 Penalty: 2809.758545
	Iteration 28Q: 3 clusters Score -533317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -533317.812500 Penalty: 2809.758545
	Iteration 29Q: 3 clusters Score -533317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -533320.062500 Penalty: 2809.758545
	Iteration 30Q: 3 clusters Score -533320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -533320.750000 Penalty: 2809.758545
	Iteration 31Q: 3 clusters Score -533320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -533320.750000 Penalty: 2809.758545
	Iteration 32F: 3 clusters Score -533320.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -186875.953125 Penalty: 1259.054688
	Iteration 0F: 2 clusters Score -186876 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 1204 members 
Entering Unmasked Estep 
Score: -184624.296875 Penalty: 2518.109375
	Iteration 0F: 3 clusters Score -184624.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -185286.875000 Penalty: 2518.109375
	Iteration 1F: 3 clusters Score -185286.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -185535.343750 Penalty: 2518.109375
	Iteration 2F: 3 clusters Score -185535.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -185707.171875 Penalty: 2518.109375
	Iteration 3F: 3 clusters Score -185707.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -185810.859375 Penalty: 2518.109375
	Iteration 4F: 3 clusters Score -185810.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -185871.656250 Penalty: 2518.109375
	Iteration 5Q: 3 clusters Score -185871.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -185923.828125 Penalty: 2518.109375
	Iteration 6Q: 3 clusters Score -185923.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -185971.484375 Penalty: 2518.109375
	Iteration 7Q: 3 clusters Score -185971.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -186023.453125 Penalty: 2518.109375
	Iteration 8Q: 3 clusters Score -186023.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186065.421875 Penalty: 2518.109375
	Iteration 9Q: 3 clusters Score -186065.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -186086.875000 Penalty: 2518.109375
	Iteration 10Q: 3 clusters Score -186086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -186099.375000 Penalty: 2518.109375
	Iteration 11Q: 3 clusters Score -186099.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -186118.531250 Penalty: 2518.109375
	Iteration 12Q: 3 clusters Score -186118.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -186135.359375 Penalty: 2518.109375
	Iteration 13Q: 3 clusters Score -186135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -186148.031250 Penalty: 2518.109375
	Iteration 14Q: 3 clusters Score -186148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -186157.734375 Penalty: 2518.109375
	Iteration 15Q: 3 clusters Score -186157.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -186169.171875 Penalty: 2518.109375
	Iteration 16Q: 3 clusters Score -186169.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -186183.156250 Penalty: 2518.109375
	Iteration 17Q: 3 clusters Score -186183.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -186201.156250 Penalty: 2518.109375
	Iteration 18Q: 3 clusters Score -186201.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -186222.718750 Penalty: 2518.109375
	Iteration 19Q: 3 clusters Score -186222.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -186243.859375 Penalty: 2518.109375
	Iteration 20F: 3 clusters Score -186243.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -186270.984375 Penalty: 2518.109375
	Iteration 21Q: 3 clusters Score -186271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -186305.062500 Penalty: 2518.109375
	Iteration 22Q: 3 clusters Score -186305.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -186349.546875 Penalty: 2518.109375
	Iteration 23Q: 3 clusters Score -186349.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -186387.468750 Penalty: 2518.109375
	Iteration 24Q: 3 clusters Score -186387.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -186424.093750 Penalty: 2518.109375
	Iteration 25Q: 3 clusters Score -186424.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186478.218750 Penalty: 2518.109375
	Iteration 26Q: 3 clusters Score -186478.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -186521.765625 Penalty: 2518.109375
	Iteration 27Q: 3 clusters Score -186521.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -186546.296875 Penalty: 2518.109375
	Iteration 28Q: 3 clusters Score -186546.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186562.921875 Penalty: 2518.109375
	Iteration 29Q: 3 clusters Score -186562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -186570.765625 Penalty: 2518.109375
	Iteration 30Q: 3 clusters Score -186570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186574.671875 Penalty: 2518.109375
	Iteration 31Q: 3 clusters Score -186574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -186578.546875 Penalty: 2518.109375
	Iteration 32Q: 3 clusters Score -186578.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186582.125000 Penalty: 2518.109375
	Iteration 33Q: 3 clusters Score -186582.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -186586.984375 Penalty: 2518.109375
	Iteration 34Q: 3 clusters Score -186587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -186591.156250 Penalty: 2518.109375
	Iteration 35Q: 3 clusters Score -186591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -186596.671875 Penalty: 2518.109375
	Iteration 36Q: 3 clusters Score -186596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -186599.796875 Penalty: 2518.109375
	Iteration 37Q: 3 clusters Score -186599.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -186601.703125 Penalty: 2518.109375
	Iteration 38Q: 3 clusters Score -186601.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -186603.671875 Penalty: 2518.109375
	Iteration 39Q: 3 clusters Score -186603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -186605.015625 Penalty: 2518.109375
	Iteration 40F: 3 clusters Score -186605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -186607.781250 Penalty: 2518.109375
	Iteration 41Q: 3 clusters Score -186607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -186611.312500 Penalty: 2518.109375
	Iteration 42Q: 3 clusters Score -186611.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -186613.031250 Penalty: 2518.109375
	Iteration 43Q: 3 clusters Score -186613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -186614.671875 Penalty: 2518.109375
	Iteration 44Q: 3 clusters Score -186614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -186616.859375 Penalty: 2518.109375
	Iteration 45Q: 3 clusters Score -186616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -186618.625000 Penalty: 2518.109375
	Iteration 46Q: 3 clusters Score -186618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -186619.609375 Penalty: 2518.109375
	Iteration 47Q: 3 clusters Score -186619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -186620.296875 Penalty: 2518.109375
	Iteration 48Q: 3 clusters Score -186620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -186621.343750 Penalty: 2518.109375
	Iteration 49Q: 3 clusters Score -186621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -186622.656250 Penalty: 2518.109375
	Iteration 50Q: 3 clusters Score -186622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -186623.734375 Penalty: 2518.109375
	Iteration 51Q: 3 clusters Score -186623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -186624.031250 Penalty: 2518.109375
	Iteration 52Q: 3 clusters Score -186624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186625.312500 Penalty: 2518.109375
	Iteration 53Q: 3 clusters Score -186625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186625.609375 Penalty: 2518.109375
	Iteration 54Q: 3 clusters Score -186625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186625.609375 Penalty: 2518.109375
	Iteration 55F: 3 clusters Score -186625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Entering Unmasked Estep 
Score: -3877559.750000 Penalty: 1719.637451
	Iteration 0F: 2 clusters Score -3877560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3855825.250000 Penalty: 3439.274902
	Iteration 0F: 3 clusters Score -3855825 nChanged 18162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3866003.000000 Penalty: 3439.274902
	Iteration 1F: 3 clusters Score -3866003 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3866631.500000 Penalty: 3439.274902
	Iteration 2Q: 3 clusters Score -3866632 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3867352.250000 Penalty: 3439.274902
	Iteration 3Q: 3 clusters Score -3867352 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3868158.250000 Penalty: 3439.274902
	Iteration 4F: 3 clusters Score -3868158 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3869246.000000 Penalty: 3439.274902
	Iteration 5F: 3 clusters Score -3869246 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3870495.750000 Penalty: 3439.274902
	Iteration 6F: 3 clusters Score -3870496 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3871963.750000 Penalty: 3439.274902
	Iteration 7F: 3 clusters Score -3871964 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -3873792.000000 Penalty: 3439.274902
	Iteration 8F: 3 clusters Score -3873792 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -3875660.500000 Penalty: 3439.274902
	Iteration 9F: 3 clusters Score -3875660 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -3876609.250000 Penalty: 3439.274902
	Iteration 10F: 3 clusters Score -3876609 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -3876563.250000 Penalty: 3439.274902
	Iteration 11Q: 3 clusters Score -3876563 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -3876343.500000 Penalty: 3439.274902
	Iteration 12Q: 3 clusters Score -3876344 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -3876222.750000 Penalty: 3439.274902
	Iteration 13Q: 3 clusters Score -3876223 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -3876200.500000 Penalty: 3439.274902
	Iteration 14Q: 3 clusters Score -3876200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -3876217.000000 Penalty: 3439.274902
	Iteration 15Q: 3 clusters Score -3876217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -3876230.750000 Penalty: 3439.274902
	Iteration 16Q: 3 clusters Score -3876231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -3876237.500000 Penalty: 3439.274902
	Iteration 17Q: 3 clusters Score -3876238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -3876246.000000 Penalty: 3439.274902
	Iteration 18Q: 3 clusters Score -3876246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -3876248.750000 Penalty: 3439.274902
	Iteration 19Q: 3 clusters Score -3876249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -3876248.000000 Penalty: 3439.274902
	Iteration 20F: 3 clusters Score -3876248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -3876251.750000 Penalty: 3439.274902
	Iteration 21Q: 3 clusters Score -3876252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -3876258.250000 Penalty: 3439.274902
	Iteration 22Q: 3 clusters Score -3876258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -3876260.250000 Penalty: 3439.274902
	Iteration 23Q: 3 clusters Score -3876260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -3876261.250000 Penalty: 3439.274902
	Iteration 24Q: 3 clusters Score -3876261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -3876261.250000 Penalty: 3439.274902
	Iteration 25F: 3 clusters Score -3876261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -435790.437500 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -435790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -431891.437500 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -431891.4 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -433014.531250 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -433014.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -433235.250000 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -433235.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -433395.562500 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -433395.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -433517.656250 Penalty: 2758.054443
	Iteration 4Q: 3 clusters Score -433517.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -433628.843750 Penalty: 2758.054443
	Iteration 5Q: 3 clusters Score -433628.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -433722.843750 Penalty: 2758.054443
	Iteration 6Q: 3 clusters Score -433722.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -433816.687500 Penalty: 2758.054443
	Iteration 7Q: 3 clusters Score -433816.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -433898.843750 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -433898.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -433975.937500 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -433975.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -434057.937500 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -434057.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -434160.531250 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -434160.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -434257.593750 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -434257.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -434335.281250 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -434335.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -434412.125000 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -434412.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -434462.500000 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -434462.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -434495.125000 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -434495.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -434521.500000 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -434521.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -434552.406250 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -434552.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -434572.093750 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -434572.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -434588.843750 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -434588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -434600.687500 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -434600.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -434614.812500 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -434614.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -434628.750000 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -434628.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -434639.031250 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -434639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -434646.437500 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -434646.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -434652.250000 Penalty: 2758.054443
	Iteration 26Q: 3 clusters Score -434652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -434657.031250 Penalty: 2758.054443
	Iteration 27Q: 3 clusters Score -434657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -434659.531250 Penalty: 2758.054443
	Iteration 28Q: 3 clusters Score -434659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -434660.437500 Penalty: 2758.054443
	Iteration 29Q: 3 clusters Score -434660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -434660.437500 Penalty: 2758.054443
	Iteration 30F: 3 clusters Score -434660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -451392.437500 Penalty: 1382.967896
	Iteration 0F: 2 clusters Score -451392.4 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 2536 members 
Entering Unmasked Estep 
Score: -447454.750000 Penalty: 2765.935791
	Iteration 0F: 3 clusters Score -447454.8 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -448567.343750 Penalty: 2765.935791
	Iteration 1F: 3 clusters Score -448567.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -448752.968750 Penalty: 2765.935791
	Iteration 2F: 3 clusters Score -448753 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -448970.687500 Penalty: 2765.935791
	Iteration 3F: 3 clusters Score -448970.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -449197.812500 Penalty: 2765.935791
	Iteration 4F: 3 clusters Score -449197.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -449410.468750 Penalty: 2765.935791
	Iteration 5F: 3 clusters Score -449410.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -449632.968750 Penalty: 2765.935791
	Iteration 6F: 3 clusters Score -449633 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -449784.343750 Penalty: 2765.935791
	Iteration 7Q: 3 clusters Score -449784.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -449918.156250 Penalty: 2765.935791
	Iteration 8Q: 3 clusters Score -449918.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -450008.937500 Penalty: 2765.935791
	Iteration 9Q: 3 clusters Score -450008.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -450090.437500 Penalty: 2765.935791
	Iteration 10Q: 3 clusters Score -450090.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -450158.093750 Penalty: 2765.935791
	Iteration 11Q: 3 clusters Score -450158.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -450234.156250 Penalty: 2765.935791
	Iteration 12Q: 3 clusters Score -450234.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -450289.875000 Penalty: 2765.935791
	Iteration 13Q: 3 clusters Score -450289.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -450340.406250 Penalty: 2765.935791
	Iteration 14Q: 3 clusters Score -450340.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -450383.218750 Penalty: 2765.935791
	Iteration 15Q: 3 clusters Score -450383.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -450415.000000 Penalty: 2765.935791
	Iteration 16Q: 3 clusters Score -450415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -450442.062500 Penalty: 2765.935791
	Iteration 17Q: 3 clusters Score -450442.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -450468.218750 Penalty: 2765.935791
	Iteration 18Q: 3 clusters Score -450468.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -450484.187500 Penalty: 2765.935791
	Iteration 19Q: 3 clusters Score -450484.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -450494.125000 Penalty: 2765.935791
	Iteration 20F: 3 clusters Score -450494.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -450502.281250 Penalty: 2765.935791
	Iteration 21Q: 3 clusters Score -450502.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -450512.000000 Penalty: 2765.935791
	Iteration 22Q: 3 clusters Score -450512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -450522.093750 Penalty: 2765.935791
	Iteration 23Q: 3 clusters Score -450522.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -450531.687500 Penalty: 2765.935791
	Iteration 24Q: 3 clusters Score -450531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -450538.500000 Penalty: 2765.935791
	Iteration 25Q: 3 clusters Score -450538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -450549.062500 Penalty: 2765.935791
	Iteration 26Q: 3 clusters Score -450549.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -450572.750000 Penalty: 2765.935791
	Iteration 27Q: 3 clusters Score -450572.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -450597.687500 Penalty: 2765.935791
	Iteration 28Q: 3 clusters Score -450597.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -450619.531250 Penalty: 2765.935791
	Iteration 29Q: 3 clusters Score -450619.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -450647.562500 Penalty: 2765.935791
	Iteration 30Q: 3 clusters Score -450647.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -450675.406250 Penalty: 2765.935791
	Iteration 31Q: 3 clusters Score -450675.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -450707.843750 Penalty: 2765.935791
	Iteration 32Q: 3 clusters Score -450707.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -450739.812500 Penalty: 2765.935791
	Iteration 33Q: 3 clusters Score -450739.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -450779.531250 Penalty: 2765.935791
	Iteration 34Q: 3 clusters Score -450779.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -450815.500000 Penalty: 2765.935791
	Iteration 35Q: 3 clusters Score -450815.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -450834.375000 Penalty: 2765.935791
	Iteration 36Q: 3 clusters Score -450834.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -450845.000000 Penalty: 2765.935791
	Iteration 37Q: 3 clusters Score -450845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -450851.687500 Penalty: 2765.935791
	Iteration 38Q: 3 clusters Score -450851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -450854.281250 Penalty: 2765.935791
	Iteration 39Q: 3 clusters Score -450854.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -450855.031250 Penalty: 2765.935791
	Iteration 40F: 3 clusters Score -450855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -450856.218750 Penalty: 2765.935791
	Iteration 41Q: 3 clusters Score -450856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -450856.218750 Penalty: 2765.935791
	Iteration 42F: 3 clusters Score -450856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -116851.625000 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -116851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115194.390625 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -115194.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -115509.960938 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -115510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -115588.898438 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -115588.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115648.000000 Penalty: 2341.348389
	Iteration 3Q: 3 clusters Score -115648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115698.210938 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -115698.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115754.101562 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -115754.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115809.195312 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -115809.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115895.726562 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -115895.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115952.343750 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -115952.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115984.460938 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -115984.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116005.632812 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -116005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116012.632812 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -116012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116018.710938 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -116018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116034.203125 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -116034.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116057.078125 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -116057.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116090.281250 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -116090.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116131.234375 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -116131.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116174.484375 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -116174.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116189.070312 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -116189.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116198.695312 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -116198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116207.546875 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -116207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116209.187500 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -116209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116210.718750 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -116210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116211.054688 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -116211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116211.054688 Penalty: 2341.348389
	Iteration 24F: 3 clusters Score -116211.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Entering Unmasked Estep 
Score: -3203001.000000 Penalty: 1688.955078
	Iteration 0F: 2 clusters Score -3203001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3181118.250000 Penalty: 3377.910156
	Iteration 0F: 3 clusters Score -3181118 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3189448.750000 Penalty: 3377.910156
	Iteration 1F: 3 clusters Score -3189449 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3189959.750000 Penalty: 3377.910156
	Iteration 2Q: 3 clusters Score -3189960 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3190570.500000 Penalty: 3377.910156
	Iteration 3Q: 3 clusters Score -3190570 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3191362.250000 Penalty: 3377.910156
	Iteration 4Q: 3 clusters Score -3191362 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3192466.250000 Penalty: 3377.910156
	Iteration 5F: 3 clusters Score -3192466 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3193838.500000 Penalty: 3377.910156
	Iteration 6F: 3 clusters Score -3193838 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3195296.750000 Penalty: 3377.910156
	Iteration 7F: 3 clusters Score -3195297 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3196723.500000 Penalty: 3377.910156
	Iteration 8F: 3 clusters Score -3196724 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3197905.000000 Penalty: 3377.910156
	Iteration 9Q: 3 clusters Score -3197905 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3198835.750000 Penalty: 3377.910156
	Iteration 10Q: 3 clusters Score -3198836 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3199429.250000 Penalty: 3377.910156
	Iteration 11Q: 3 clusters Score -3199429 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3199835.750000 Penalty: 3377.910156
	Iteration 12Q: 3 clusters Score -3199836 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3200195.750000 Penalty: 3377.910156
	Iteration 13Q: 3 clusters Score -3200196 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3200477.750000 Penalty: 3377.910156
	Iteration 14Q: 3 clusters Score -3200478 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3200706.750000 Penalty: 3377.910156
	Iteration 15Q: 3 clusters Score -3200707 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3200872.500000 Penalty: 3377.910156
	Iteration 16Q: 3 clusters Score -3200872 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3201007.500000 Penalty: 3377.910156
	Iteration 17Q: 3 clusters Score -3201008 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3201127.250000 Penalty: 3377.910156
	Iteration 18Q: 3 clusters Score -3201127 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3201219.750000 Penalty: 3377.910156
	Iteration 19Q: 3 clusters Score -3201220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3201295.500000 Penalty: 3377.910156
	Iteration 20F: 3 clusters Score -3201296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3201353.250000 Penalty: 3377.910156
	Iteration 21Q: 3 clusters Score -3201353 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3201391.750000 Penalty: 3377.910156
	Iteration 22Q: 3 clusters Score -3201392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3201422.000000 Penalty: 3377.910156
	Iteration 23Q: 3 clusters Score -3201422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3201445.500000 Penalty: 3377.910156
	Iteration 24Q: 3 clusters Score -3201446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3201464.250000 Penalty: 3377.910156
	Iteration 25Q: 3 clusters Score -3201464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3201480.000000 Penalty: 3377.910156
	Iteration 26Q: 3 clusters Score -3201480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3201488.750000 Penalty: 3377.910156
	Iteration 27Q: 3 clusters Score -3201489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3201493.500000 Penalty: 3377.910156
	Iteration 28Q: 3 clusters Score -3201494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3201498.000000 Penalty: 3377.910156
	Iteration 29Q: 3 clusters Score -3201498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3201502.250000 Penalty: 3377.910156
	Iteration 30Q: 3 clusters Score -3201502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3201507.750000 Penalty: 3377.910156
	Iteration 31Q: 3 clusters Score -3201508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3201511.000000 Penalty: 3377.910156
	Iteration 32Q: 3 clusters Score -3201511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3201513.750000 Penalty: 3377.910156
	Iteration 33Q: 3 clusters Score -3201514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3201522.500000 Penalty: 3377.910156
	Iteration 34Q: 3 clusters Score -3201522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3201525.500000 Penalty: 3377.910156
	Iteration 35Q: 3 clusters Score -3201526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3201522.750000 Penalty: 3377.910156
	Iteration 36Q: 3 clusters Score -3201523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3201528.000000 Penalty: 3377.910156
	Iteration 37Q: 3 clusters Score -3201528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3201528.000000 Penalty: 3377.910156
	Iteration 38Q: 3 clusters Score -3201528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3201530.250000 Penalty: 3377.910156
	Iteration 39Q: 3 clusters Score -3201530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3201531.000000 Penalty: 3377.910156
	Iteration 40F: 3 clusters Score -3201531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3201531.750000 Penalty: 3377.910156
	Iteration 41Q: 3 clusters Score -3201532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3201533.750000 Penalty: 3377.910156
	Iteration 42Q: 3 clusters Score -3201534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3201533.750000 Penalty: 3377.910156
	Iteration 43F: 3 clusters Score -3201534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -317585.906250 Penalty: 1328.022705
	Iteration 0F: 2 clusters Score -317585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -314542.281250 Penalty: 2656.045410
	Iteration 0F: 3 clusters Score -314542.3 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -315441.000000 Penalty: 2656.045410
	Iteration 1F: 3 clusters Score -315441 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -315893.843750 Penalty: 2656.045410
	Iteration 2F: 3 clusters Score -315893.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -316234.750000 Penalty: 2656.045410
	Iteration 3F: 3 clusters Score -316234.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -316508.687500 Penalty: 2656.045410
	Iteration 4F: 3 clusters Score -316508.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -316724.968750 Penalty: 2656.045410
	Iteration 5F: 3 clusters Score -316725 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -316891.281250 Penalty: 2656.045410
	Iteration 6Q: 3 clusters Score -316891.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -317038.062500 Penalty: 2656.045410
	Iteration 7Q: 3 clusters Score -317038.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -317137.375000 Penalty: 2656.045410
	Iteration 8Q: 3 clusters Score -317137.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -317199.343750 Penalty: 2656.045410
	Iteration 9Q: 3 clusters Score -317199.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -317241.812500 Penalty: 2656.045410
	Iteration 10Q: 3 clusters Score -317241.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -317262.093750 Penalty: 2656.045410
	Iteration 11Q: 3 clusters Score -317262.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -317270.281250 Penalty: 2656.045410
	Iteration 12Q: 3 clusters Score -317270.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -317275.000000 Penalty: 2656.045410
	Iteration 13Q: 3 clusters Score -317275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -317277.187500 Penalty: 2656.045410
	Iteration 14Q: 3 clusters Score -317277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -317278.156250 Penalty: 2656.045410
	Iteration 15Q: 3 clusters Score -317278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -317279.500000 Penalty: 2656.045410
	Iteration 16Q: 3 clusters Score -317279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -317279.250000 Penalty: 2656.045410
	Iteration 17Q: 3 clusters Score -317279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -317279.625000 Penalty: 2656.045410
	Iteration 18Q: 3 clusters Score -317279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -317282.031250 Penalty: 2656.045410
	Iteration 19Q: 3 clusters Score -317282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -317282.875000 Penalty: 2656.045410
	Iteration 20F: 3 clusters Score -317282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -317283.406250 Penalty: 2656.045410
	Iteration 21Q: 3 clusters Score -317283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -317282.812500 Penalty: 2656.045410
	Iteration 22Q: 3 clusters Score -317282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -317283.406250 Penalty: 2656.045410
	Iteration 23Q: 3 clusters Score -317283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -317283.750000 Penalty: 2656.045410
	Iteration 24Q: 3 clusters Score -317283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -317284.406250 Penalty: 2656.045410
	Iteration 25Q: 3 clusters Score -317284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -317284.875000 Penalty: 2656.045410
	Iteration 26Q: 3 clusters Score -317284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -317286.937500 Penalty: 2656.045410
	Iteration 27Q: 3 clusters Score -317286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -317287.656250 Penalty: 2656.045410
	Iteration 28Q: 3 clusters Score -317287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -317287.875000 Penalty: 2656.045410
	Iteration 29Q: 3 clusters Score -317287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -317289.562500 Penalty: 2656.045410
	Iteration 30Q: 3 clusters Score -317289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -317289.656250 Penalty: 2656.045410
	Iteration 31Q: 3 clusters Score -317289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -317290.218750 Penalty: 2656.045410
	Iteration 32Q: 3 clusters Score -317290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -317290.625000 Penalty: 2656.045410
	Iteration 33Q: 3 clusters Score -317290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -317291.968750 Penalty: 2656.045410
	Iteration 34Q: 3 clusters Score -317292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -317292.343750 Penalty: 2656.045410
	Iteration 35Q: 3 clusters Score -317292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -317292.406250 Penalty: 2656.045410
	Iteration 36Q: 3 clusters Score -317292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -317294.250000 Penalty: 2656.045410
	Iteration 37Q: 3 clusters Score -317294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -317294.312500 Penalty: 2656.045410
	Iteration 38Q: 3 clusters Score -317294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -317296.000000 Penalty: 2656.045410
	Iteration 39Q: 3 clusters Score -317296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -317297.468750 Penalty: 2656.045410
	Iteration 40F: 3 clusters Score -317297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -317298.843750 Penalty: 2656.045410
	Iteration 41Q: 3 clusters Score -317298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -317300.687500 Penalty: 2656.045410
	Iteration 42Q: 3 clusters Score -317300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -317302.656250 Penalty: 2656.045410
	Iteration 43Q: 3 clusters Score -317302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -317304.875000 Penalty: 2656.045410
	Iteration 44Q: 3 clusters Score -317304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -317307.781250 Penalty: 2656.045410
	Iteration 45Q: 3 clusters Score -317307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -317310.187500 Penalty: 2656.045410
	Iteration 46Q: 3 clusters Score -317310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -317311.093750 Penalty: 2656.045410
	Iteration 47Q: 3 clusters Score -317311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -317312.500000 Penalty: 2656.045410
	Iteration 48Q: 3 clusters Score -317312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -317312.531250 Penalty: 2656.045410
	Iteration 49Q: 3 clusters Score -317312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -317312.531250 Penalty: 2656.045410
	Iteration 50F: 3 clusters Score -317312.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -62005.910156 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -62005.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60778.089844 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -60778.09 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60951.671875 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -60951.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60995.042969 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -60995.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61009.179688 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -61009.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61019.328125 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -61019.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61029.574219 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -61029.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61039.914062 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -61039.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61051.343750 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -61051.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61055.140625 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -61055.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61058.085938 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -61058.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61060.292969 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -61060.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61063.558594 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -61063.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61066.589844 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -61066.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61067.734375 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -61067.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61067.734375 Penalty: 2119.201904
	Iteration 14F: 3 clusters Score -61067.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -123663.687500 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -123663.7 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 805 members 
Entering Unmasked Estep 
Score: -121829.898438 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -121829.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -122258.585938 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -122258.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -122372.890625 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -122372.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -122444.187500 Penalty: 2388.500000
	Iteration 3F: 3 clusters Score -122444.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -122499.710938 Penalty: 2388.500000
	Iteration 4Q: 3 clusters Score -122499.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -122534.703125 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -122534.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -122552.648438 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -122552.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -122571.250000 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -122571.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -122590.000000 Penalty: 2388.500000
	Iteration 8Q: 3 clusters Score -122590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -122602.234375 Penalty: 2388.500000
	Iteration 9Q: 3 clusters Score -122602.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -122616.406250 Penalty: 2388.500000
	Iteration 10Q: 3 clusters Score -122616.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -122629.765625 Penalty: 2388.500000
	Iteration 11Q: 3 clusters Score -122629.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122643.843750 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -122643.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -122659.226562 Penalty: 2388.500000
	Iteration 13Q: 3 clusters Score -122659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -122678.273438 Penalty: 2388.500000
	Iteration 14Q: 3 clusters Score -122678.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -122690.250000 Penalty: 2388.500000
	Iteration 15Q: 3 clusters Score -122690.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -122699.031250 Penalty: 2388.500000
	Iteration 16Q: 3 clusters Score -122699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -122704.578125 Penalty: 2388.500000
	Iteration 17Q: 3 clusters Score -122704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -122710.468750 Penalty: 2388.500000
	Iteration 18Q: 3 clusters Score -122710.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -122713.820312 Penalty: 2388.500000
	Iteration 19Q: 3 clusters Score -122713.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -122721.812500 Penalty: 2388.500000
	Iteration 20F: 3 clusters Score -122721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -122726.687500 Penalty: 2388.500000
	Iteration 21Q: 3 clusters Score -122726.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -122730.976562 Penalty: 2388.500000
	Iteration 22Q: 3 clusters Score -122731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -122734.398438 Penalty: 2388.500000
	Iteration 23Q: 3 clusters Score -122734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -122739.921875 Penalty: 2388.500000
	Iteration 24Q: 3 clusters Score -122739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -122746.539062 Penalty: 2388.500000
	Iteration 25Q: 3 clusters Score -122746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -122751.679688 Penalty: 2388.500000
	Iteration 26Q: 3 clusters Score -122751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -122754.906250 Penalty: 2388.500000
	Iteration 27Q: 3 clusters Score -122754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -122758.562500 Penalty: 2388.500000
	Iteration 28Q: 3 clusters Score -122758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -122767.539062 Penalty: 2388.500000
	Iteration 29Q: 3 clusters Score -122767.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -122771.726562 Penalty: 2388.500000
	Iteration 30Q: 3 clusters Score -122771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -122774.054688 Penalty: 2388.500000
	Iteration 31Q: 3 clusters Score -122774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -122776.250000 Penalty: 2388.500000
	Iteration 32Q: 3 clusters Score -122776.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -122781.859375 Penalty: 2388.500000
	Iteration 33Q: 3 clusters Score -122781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -122785.914062 Penalty: 2388.500000
	Iteration 34Q: 3 clusters Score -122785.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -122792.250000 Penalty: 2388.500000
	Iteration 35Q: 3 clusters Score -122792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -122797.679688 Penalty: 2388.500000
	Iteration 36Q: 3 clusters Score -122797.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -122804.867188 Penalty: 2388.500000
	Iteration 37Q: 3 clusters Score -122804.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -122809.843750 Penalty: 2388.500000
	Iteration 38Q: 3 clusters Score -122809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -122811.757812 Penalty: 2388.500000
	Iteration 39Q: 3 clusters Score -122811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -122814.515625 Penalty: 2388.500000
	Iteration 40F: 3 clusters Score -122814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -122819.562500 Penalty: 2388.500000
	Iteration 41Q: 3 clusters Score -122819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -122823.906250 Penalty: 2388.500000
	Iteration 42Q: 3 clusters Score -122823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -122824.476562 Penalty: 2388.500000
	Iteration 43Q: 3 clusters Score -122824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -122825.281250 Penalty: 2388.500000
	Iteration 44Q: 3 clusters Score -122825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -122825.492188 Penalty: 2388.500000
	Iteration 45Q: 3 clusters Score -122825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -122826.429688 Penalty: 2388.500000
	Iteration 46Q: 3 clusters Score -122826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -122827.023438 Penalty: 2388.500000
	Iteration 47Q: 3 clusters Score -122827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -122827.554688 Penalty: 2388.500000
	Iteration 48Q: 3 clusters Score -122827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -122827.554688 Penalty: 2388.500000
	Iteration 49F: 3 clusters Score -122827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -140189.453125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -140189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138406.671875 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -138406.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -138858.515625 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -138858.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138995.812500 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -138995.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -139084.421875 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -139084.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -139151.046875 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -139151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -139200.625000 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -139200.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -139246.937500 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -139246.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139283.484375 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -139283.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -139320.531250 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -139320.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -139368.515625 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -139368.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -139427.890625 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -139427.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -139489.000000 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -139489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -139511.750000 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -139511.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -139522.671875 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -139522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -139528.906250 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -139528.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -139537.140625 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -139537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -139544.343750 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -139544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -139553.406250 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -139553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -139557.921875 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -139557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -139565.375000 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -139565.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -139569.140625 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -139569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -139572.046875 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -139572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -139574.781250 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -139574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -139578.312500 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -139578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -139580.593750 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -139580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -139580.968750 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -139581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -139580.968750 Penalty: 2392.859619
	Iteration 26F: 3 clusters Score -139581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Entering Unmasked Estep 
Score: -3517103.000000 Penalty: 1708.663940
	Iteration 0F: 2 clusters Score -3517103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3493184.500000 Penalty: 3417.327881
	Iteration 0F: 3 clusters Score -3493184 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3502697.750000 Penalty: 3417.327881
	Iteration 1F: 3 clusters Score -3502698 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3503044.250000 Penalty: 3417.327881
	Iteration 2Q: 3 clusters Score -3503044 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3503362.750000 Penalty: 3417.327881
	Iteration 3Q: 3 clusters Score -3503363 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3503742.500000 Penalty: 3417.327881
	Iteration 4Q: 3 clusters Score -3503742 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3504304.000000 Penalty: 3417.327881
	Iteration 5Q: 3 clusters Score -3504304 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3505174.500000 Penalty: 3417.327881
	Iteration 6Q: 3 clusters Score -3505174 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3506506.250000 Penalty: 3417.327881
	Iteration 7F: 3 clusters Score -3506506 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -3508569.750000 Penalty: 3417.327881
	Iteration 8F: 3 clusters Score -3508570 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -3511281.250000 Penalty: 3417.327881
	Iteration 9F: 3 clusters Score -3511281 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -3513693.750000 Penalty: 3417.327881
	Iteration 10F: 3 clusters Score -3513694 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3514811.000000 Penalty: 3417.327881
	Iteration 11Q: 3 clusters Score -3514811 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -3515277.250000 Penalty: 3417.327881
	Iteration 12Q: 3 clusters Score -3515277 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -3515448.000000 Penalty: 3417.327881
	Iteration 13Q: 3 clusters Score -3515448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -3515509.500000 Penalty: 3417.327881
	Iteration 14Q: 3 clusters Score -3515510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -3515542.750000 Penalty: 3417.327881
	Iteration 15Q: 3 clusters Score -3515543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -3515562.750000 Penalty: 3417.327881
	Iteration 16Q: 3 clusters Score -3515563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -3515572.750000 Penalty: 3417.327881
	Iteration 17Q: 3 clusters Score -3515573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -3515594.750000 Penalty: 3417.327881
	Iteration 18Q: 3 clusters Score -3515595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -3515600.250000 Penalty: 3417.327881
	Iteration 19Q: 3 clusters Score -3515600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -3515607.750000 Penalty: 3417.327881
	Iteration 20F: 3 clusters Score -3515608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -117787.921875 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -117787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -116078.585938 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -116078.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -116526.046875 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -116526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -116723.093750 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -116723.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -116866.179688 Penalty: 2365.105469
	Iteration 3F: 3 clusters Score -116866.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -117016.343750 Penalty: 2365.105469
	Iteration 4F: 3 clusters Score -117016.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117146.289062 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -117146.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -117253.000000 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -117253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -117339.328125 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -117339.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117442.898438 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -117442.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -117549.757812 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -117549.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -117684.343750 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -117684.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -117768.960938 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -117769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -117825.054688 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -117825.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -117854.078125 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -117854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117871.328125 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -117871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -117876.070312 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -117876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -117876.070312 Penalty: 2365.105469
	Iteration 16F: 3 clusters Score -117876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 22818 members 
Mstep: Class 19 contains 33958 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39434 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32649 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36859 members 
Mstep: Class 42 contains 656 members 
Mstep: Class 43 contains 4536 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20640 members 
Mstep: Class 47 contains 791 members 
Entering Unmasked Estep 
Score: -49784904.000000 Penalty: 100859.070312
Splitting cluster 42 changes total score from -49785396.000000 to -49784904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -425434.500000 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -425434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -421739.281250 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -421739.3 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -422768.593750 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -422768.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -422964.000000 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -422964 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -423125.937500 Penalty: 2736.435303
	Iteration 3F: 3 clusters Score -423125.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -423256.656250 Penalty: 2736.435303
	Iteration 4Q: 3 clusters Score -423256.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -423369.812500 Penalty: 2736.435303
	Iteration 5Q: 3 clusters Score -423369.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -423488.906250 Penalty: 2736.435303
	Iteration 6Q: 3 clusters Score -423488.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -423590.906250 Penalty: 2736.435303
	Iteration 7Q: 3 clusters Score -423590.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -423685.968750 Penalty: 2736.435303
	Iteration 8Q: 3 clusters Score -423686 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -423760.312500 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -423760.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -423825.625000 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -423825.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -423890.375000 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -423890.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -423958.937500 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -423958.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -424012.031250 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -424012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -424049.937500 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -424049.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -424076.281250 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -424076.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -424095.250000 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -424095.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -424106.281250 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -424106.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -424114.656250 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -424114.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -424123.656250 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -424123.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -424135.625000 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -424135.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -424148.500000 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -424148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -424157.625000 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -424157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -424165.250000 Penalty: 2736.435303
	Iteration 23Q: 3 clusters Score -424165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -424174.562500 Penalty: 2736.435303
	Iteration 24Q: 3 clusters Score -424174.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -424182.437500 Penalty: 2736.435303
	Iteration 25Q: 3 clusters Score -424182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -424190.593750 Penalty: 2736.435303
	Iteration 26Q: 3 clusters Score -424190.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -424200.000000 Penalty: 2736.435303
	Iteration 27Q: 3 clusters Score -424200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -424212.656250 Penalty: 2736.435303
	Iteration 28Q: 3 clusters Score -424212.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -424217.437500 Penalty: 2736.435303
	Iteration 29Q: 3 clusters Score -424217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -424221.812500 Penalty: 2736.435303
	Iteration 30Q: 3 clusters Score -424221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -424226.343750 Penalty: 2736.435303
	Iteration 31Q: 3 clusters Score -424226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -424227.062500 Penalty: 2736.435303
	Iteration 32Q: 3 clusters Score -424227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -424226.625000 Penalty: 2736.435303
	Iteration 33Q: 3 clusters Score -424226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -424226.625000 Penalty: 2736.435303
	Iteration 34F: 3 clusters Score -424226.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -461557.000000 Penalty: 1385.274170
	Iteration 0F: 2 clusters Score -461557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -457518.968750 Penalty: 2770.548340
	Iteration 0F: 3 clusters Score -457519 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -458638.656250 Penalty: 2770.548340
	Iteration 1F: 3 clusters Score -458638.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -458874.875000 Penalty: 2770.548340
	Iteration 2F: 3 clusters Score -458874.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -459072.531250 Penalty: 2770.548340
	Iteration 3F: 3 clusters Score -459072.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -459235.000000 Penalty: 2770.548340
	Iteration 4F: 3 clusters Score -459235 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -459393.468750 Penalty: 2770.548340
	Iteration 5F: 3 clusters Score -459393.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -459522.500000 Penalty: 2770.548340
	Iteration 6Q: 3 clusters Score -459522.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -459639.500000 Penalty: 2770.548340
	Iteration 7Q: 3 clusters Score -459639.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -459751.906250 Penalty: 2770.548340
	Iteration 8Q: 3 clusters Score -459751.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -459848.000000 Penalty: 2770.548340
	Iteration 9Q: 3 clusters Score -459848 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -459937.031250 Penalty: 2770.548340
	Iteration 10Q: 3 clusters Score -459937 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -460007.218750 Penalty: 2770.548340
	Iteration 11Q: 3 clusters Score -460007.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -460079.406250 Penalty: 2770.548340
	Iteration 12Q: 3 clusters Score -460079.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -460137.968750 Penalty: 2770.548340
	Iteration 13Q: 3 clusters Score -460138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -460177.062500 Penalty: 2770.548340
	Iteration 14Q: 3 clusters Score -460177.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -460215.875000 Penalty: 2770.548340
	Iteration 15Q: 3 clusters Score -460215.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -460253.562500 Penalty: 2770.548340
	Iteration 16Q: 3 clusters Score -460253.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -460287.000000 Penalty: 2770.548340
	Iteration 17Q: 3 clusters Score -460287 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -460315.000000 Penalty: 2770.548340
	Iteration 18Q: 3 clusters Score -460315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -460335.687500 Penalty: 2770.548340
	Iteration 19Q: 3 clusters Score -460335.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -460350.750000 Penalty: 2770.548340
	Iteration 20F: 3 clusters Score -460350.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -460362.125000 Penalty: 2770.548340
	Iteration 21Q: 3 clusters Score -460362.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -460367.718750 Penalty: 2770.548340
	Iteration 22Q: 3 clusters Score -460367.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -460369.937500 Penalty: 2770.548340
	Iteration 23Q: 3 clusters Score -460369.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -460375.687500 Penalty: 2770.548340
	Iteration 24Q: 3 clusters Score -460375.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -460378.406250 Penalty: 2770.548340
	Iteration 25Q: 3 clusters Score -460378.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -460381.781250 Penalty: 2770.548340
	Iteration 26Q: 3 clusters Score -460381.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -460386.875000 Penalty: 2770.548340
	Iteration 27Q: 3 clusters Score -460386.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -460392.125000 Penalty: 2770.548340
	Iteration 28Q: 3 clusters Score -460392.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -460396.125000 Penalty: 2770.548340
	Iteration 29Q: 3 clusters Score -460396.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -460399.437500 Penalty: 2770.548340
	Iteration 30Q: 3 clusters Score -460399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -460401.375000 Penalty: 2770.548340
	Iteration 31Q: 3 clusters Score -460401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -460402.500000 Penalty: 2770.548340
	Iteration 32Q: 3 clusters Score -460402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -460404.218750 Penalty: 2770.548340
	Iteration 33Q: 3 clusters Score -460404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -460404.875000 Penalty: 2770.548340
	Iteration 34Q: 3 clusters Score -460404.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -460405.875000 Penalty: 2770.548340
	Iteration 35Q: 3 clusters Score -460405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -460409.937500 Penalty: 2770.548340
	Iteration 36Q: 3 clusters Score -460409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -460411.968750 Penalty: 2770.548340
	Iteration 37Q: 3 clusters Score -460412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -460412.312500 Penalty: 2770.548340
	Iteration 38Q: 3 clusters Score -460412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -460413.406250 Penalty: 2770.548340
	Iteration 39Q: 3 clusters Score -460413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -460413.531250 Penalty: 2770.548340
	Iteration 40F: 3 clusters Score -460413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -898838.250000 Penalty: 1486.019287
	Iteration 0F: 2 clusters Score -898838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -892043.562500 Penalty: 2972.038574
	Iteration 0F: 3 clusters Score -892043.6 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -894325.812500 Penalty: 2972.038574
	Iteration 1F: 3 clusters Score -894325.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -894620.500000 Penalty: 2972.038574
	Iteration 2F: 3 clusters Score -894620.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -894855.187500 Penalty: 2972.038574
	Iteration 3F: 3 clusters Score -894855.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -895066.312500 Penalty: 2972.038574
	Iteration 4Q: 3 clusters Score -895066.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -895249.500000 Penalty: 2972.038574
	Iteration 5Q: 3 clusters Score -895249.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -895447.937500 Penalty: 2972.038574
	Iteration 6Q: 3 clusters Score -895447.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -895664.687500 Penalty: 2972.038574
	Iteration 7Q: 3 clusters Score -895664.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -895895.562500 Penalty: 2972.038574
	Iteration 8Q: 3 clusters Score -895895.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -896134.000000 Penalty: 2972.038574
	Iteration 9Q: 3 clusters Score -896134 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -896350.062500 Penalty: 2972.038574
	Iteration 10Q: 3 clusters Score -896350.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -896542.062500 Penalty: 2972.038574
	Iteration 11Q: 3 clusters Score -896542.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -896688.750000 Penalty: 2972.038574
	Iteration 12Q: 3 clusters Score -896688.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -896798.812500 Penalty: 2972.038574
	Iteration 13Q: 3 clusters Score -896798.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -896874.312500 Penalty: 2972.038574
	Iteration 14Q: 3 clusters Score -896874.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -896961.562500 Penalty: 2972.038574
	Iteration 15Q: 3 clusters Score -896961.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -897042.437500 Penalty: 2972.038574
	Iteration 16Q: 3 clusters Score -897042.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -897122.937500 Penalty: 2972.038574
	Iteration 17Q: 3 clusters Score -897122.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -897211.062500 Penalty: 2972.038574
	Iteration 18Q: 3 clusters Score -897211.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -897299.750000 Penalty: 2972.038574
	Iteration 19Q: 3 clusters Score -897299.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -897378.750000 Penalty: 2972.038574
	Iteration 20F: 3 clusters Score -897378.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -897473.750000 Penalty: 2972.038574
	Iteration 21Q: 3 clusters Score -897473.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -897562.562500 Penalty: 2972.038574
	Iteration 22Q: 3 clusters Score -897562.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -897636.500000 Penalty: 2972.038574
	Iteration 23Q: 3 clusters Score -897636.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -897689.437500 Penalty: 2972.038574
	Iteration 24Q: 3 clusters Score -897689.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -897719.562500 Penalty: 2972.038574
	Iteration 25Q: 3 clusters Score -897719.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -897739.250000 Penalty: 2972.038574
	Iteration 26Q: 3 clusters Score -897739.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -897763.062500 Penalty: 2972.038574
	Iteration 27Q: 3 clusters Score -897763.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -897780.312500 Penalty: 2972.038574
	Iteration 28Q: 3 clusters Score -897780.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -897793.000000 Penalty: 2972.038574
	Iteration 29Q: 3 clusters Score -897793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -897802.437500 Penalty: 2972.038574
	Iteration 30Q: 3 clusters Score -897802.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -897807.062500 Penalty: 2972.038574
	Iteration 31Q: 3 clusters Score -897807.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -897814.375000 Penalty: 2972.038574
	Iteration 32Q: 3 clusters Score -897814.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -897817.312500 Penalty: 2972.038574
	Iteration 33Q: 3 clusters Score -897817.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -897820.500000 Penalty: 2972.038574
	Iteration 34Q: 3 clusters Score -897820.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -897822.875000 Penalty: 2972.038574
	Iteration 35Q: 3 clusters Score -897822.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -897825.937500 Penalty: 2972.038574
	Iteration 36Q: 3 clusters Score -897825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -897828.437500 Penalty: 2972.038574
	Iteration 37Q: 3 clusters Score -897828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -897827.000000 Penalty: 2972.038574
	Iteration 38Q: 3 clusters Score -897827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -897829.625000 Penalty: 2972.038574
	Iteration 39Q: 3 clusters Score -897829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -897830.500000 Penalty: 2972.038574
	Iteration 40F: 3 clusters Score -897830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -897829.875000 Penalty: 2972.038574
	Iteration 41Q: 3 clusters Score -897829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -897831.750000 Penalty: 2972.038574
	Iteration 42Q: 3 clusters Score -897831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -897830.375000 Penalty: 2972.038574
	Iteration 43Q: 3 clusters Score -897830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -897830.375000 Penalty: 2972.038574
	Iteration 44F: 3 clusters Score -897830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (20640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Entering Unmasked Estep 
Score: -2020796.125000 Penalty: 1614.435303
	Iteration 0F: 2 clusters Score -2020796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2006895.500000 Penalty: 3228.870605
	Iteration 0F: 3 clusters Score -2006896 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2011994.625000 Penalty: 3228.870605
	Iteration 1F: 3 clusters Score -2011995 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2012367.250000 Penalty: 3228.870605
	Iteration 2F: 3 clusters Score -2012367 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2012725.125000 Penalty: 3228.870605
	Iteration 3Q: 3 clusters Score -2012725 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2013124.875000 Penalty: 3228.870605
	Iteration 4Q: 3 clusters Score -2013125 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2013687.125000 Penalty: 3228.870605
	Iteration 5F: 3 clusters Score -2013687 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2014424.625000 Penalty: 3228.870605
	Iteration 6F: 3 clusters Score -2014425 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2015353.125000 Penalty: 3228.870605
	Iteration 7F: 3 clusters Score -2015353 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2016304.250000 Penalty: 3228.870605
	Iteration 8F: 3 clusters Score -2016304 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2017170.250000 Penalty: 3228.870605
	Iteration 9F: 3 clusters Score -2017170 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2017872.875000 Penalty: 3228.870605
	Iteration 10Q: 3 clusters Score -2017873 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2018408.875000 Penalty: 3228.870605
	Iteration 11Q: 3 clusters Score -2018409 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2018721.375000 Penalty: 3228.870605
	Iteration 12Q: 3 clusters Score -2018721 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2018918.625000 Penalty: 3228.870605
	Iteration 13Q: 3 clusters Score -2018919 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2019026.125000 Penalty: 3228.870605
	Iteration 14Q: 3 clusters Score -2019026 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2019083.125000 Penalty: 3228.870605
	Iteration 15Q: 3 clusters Score -2019083 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2019122.875000 Penalty: 3228.870605
	Iteration 16Q: 3 clusters Score -2019123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2019147.875000 Penalty: 3228.870605
	Iteration 17Q: 3 clusters Score -2019148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2019160.875000 Penalty: 3228.870605
	Iteration 18Q: 3 clusters Score -2019161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2019175.000000 Penalty: 3228.870605
	Iteration 19Q: 3 clusters Score -2019175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2019178.625000 Penalty: 3228.870605
	Iteration 20F: 3 clusters Score -2019179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2019187.000000 Penalty: 3228.870605
	Iteration 21Q: 3 clusters Score -2019187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2019188.875000 Penalty: 3228.870605
	Iteration 22Q: 3 clusters Score -2019189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2019191.750000 Penalty: 3228.870605
	Iteration 23Q: 3 clusters Score -2019192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2019187.750000 Penalty: 3228.870605
	Iteration 24Q: 3 clusters Score -2019188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2019186.500000 Penalty: 3228.870605
	Iteration 25Q: 3 clusters Score -2019186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2019184.250000 Penalty: 3228.870605
	Iteration 26Q: 3 clusters Score -2019184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2019182.000000 Penalty: 3228.870605
	Iteration 27Q: 3 clusters Score -2019182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2019180.625000 Penalty: 3228.870605
	Iteration 28Q: 3 clusters Score -2019181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2019178.375000 Penalty: 3228.870605
	Iteration 29Q: 3 clusters Score -2019178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2019183.250000 Penalty: 3228.870605
	Iteration 30Q: 3 clusters Score -2019183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2019184.125000 Penalty: 3228.870605
	Iteration 31Q: 3 clusters Score -2019184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2019176.375000 Penalty: 3228.870605
	Iteration 32Q: 3 clusters Score -2019176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2019178.000000 Penalty: 3228.870605
	Iteration 33Q: 3 clusters Score -2019178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2019174.625000 Penalty: 3228.870605
	Iteration 34Q: 3 clusters Score -2019175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2019175.375000 Penalty: 3228.870605
	Iteration 35Q: 3 clusters Score -2019175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2019174.125000 Penalty: 3228.870605
	Iteration 36Q: 3 clusters Score -2019174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2019172.500000 Penalty: 3228.870605
	Iteration 37Q: 3 clusters Score -2019172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2019174.250000 Penalty: 3228.870605
	Iteration 38Q: 3 clusters Score -2019174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2019174.500000 Penalty: 3228.870605
	Iteration 39Q: 3 clusters Score -2019174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2019173.125000 Penalty: 3228.870605
	Iteration 40F: 3 clusters Score -2019173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2019173.875000 Penalty: 3228.870605
	Iteration 41Q: 3 clusters Score -2019174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2019168.875000 Penalty: 3228.870605
	Iteration 42Q: 3 clusters Score -2019169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2019169.875000 Penalty: 3228.870605
	Iteration 43Q: 3 clusters Score -2019170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2019168.875000 Penalty: 3228.870605
	Iteration 44Q: 3 clusters Score -2019169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2019167.875000 Penalty: 3228.870605
	Iteration 45Q: 3 clusters Score -2019168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2019165.625000 Penalty: 3228.870605
	Iteration 46Q: 3 clusters Score -2019166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2019163.750000 Penalty: 3228.870605
	Iteration 47Q: 3 clusters Score -2019164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2019163.875000 Penalty: 3228.870605
	Iteration 48Q: 3 clusters Score -2019164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2019163.000000 Penalty: 3228.870605
	Iteration 49Q: 3 clusters Score -2019163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2019159.875000 Penalty: 3228.870605
	Iteration 50Q: 3 clusters Score -2019160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2019160.250000 Penalty: 3228.870605
	Iteration 51Q: 3 clusters Score -2019160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2019156.875000 Penalty: 3228.870605
	Iteration 52Q: 3 clusters Score -2019157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2019156.750000 Penalty: 3228.870605
	Iteration 53Q: 3 clusters Score -2019157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2019157.500000 Penalty: 3228.870605
	Iteration 54Q: 3 clusters Score -2019158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2019157.375000 Penalty: 3228.870605
	Iteration 55Q: 3 clusters Score -2019157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2019155.375000 Penalty: 3228.870605
	Iteration 56Q: 3 clusters Score -2019155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2019155.000000 Penalty: 3228.870605
	Iteration 57Q: 3 clusters Score -2019155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2019149.625000 Penalty: 3228.870605
	Iteration 58Q: 3 clusters Score -2019150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2019150.875000 Penalty: 3228.870605
	Iteration 59Q: 3 clusters Score -2019151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2019152.500000 Penalty: 3228.870605
	Iteration 60F: 3 clusters Score -2019152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2019147.000000 Penalty: 3228.870605
	Iteration 61Q: 3 clusters Score -2019147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2019144.750000 Penalty: 3228.870605
	Iteration 62Q: 3 clusters Score -2019145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2019144.125000 Penalty: 3228.870605
	Iteration 63Q: 3 clusters Score -2019144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2019143.750000 Penalty: 3228.870605
	Iteration 64Q: 3 clusters Score -2019144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2019145.125000 Penalty: 3228.870605
	Iteration 65Q: 3 clusters Score -2019145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2019145.375000 Penalty: 3228.870605
	Iteration 66Q: 3 clusters Score -2019145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2019144.125000 Penalty: 3228.870605
	Iteration 67Q: 3 clusters Score -2019144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2019144.375000 Penalty: 3228.870605
	Iteration 68Q: 3 clusters Score -2019144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2019141.875000 Penalty: 3228.870605
	Iteration 69Q: 3 clusters Score -2019142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2019141.500000 Penalty: 3228.870605
	Iteration 70Q: 3 clusters Score -2019142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2019136.250000 Penalty: 3228.870605
	Iteration 71Q: 3 clusters Score -2019136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2019138.125000 Penalty: 3228.870605
	Iteration 72Q: 3 clusters Score -2019138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2019135.000000 Penalty: 3228.870605
	Iteration 73Q: 3 clusters Score -2019135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2019134.000000 Penalty: 3228.870605
	Iteration 74Q: 3 clusters Score -2019134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2019135.625000 Penalty: 3228.870605
	Iteration 75Q: 3 clusters Score -2019136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2019137.000000 Penalty: 3228.870605
	Iteration 76Q: 3 clusters Score -2019137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2019133.250000 Penalty: 3228.870605
	Iteration 77Q: 3 clusters Score -2019133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2019135.500000 Penalty: 3228.870605
	Iteration 78Q: 3 clusters Score -2019136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2019135.000000 Penalty: 3228.870605
	Iteration 79Q: 3 clusters Score -2019135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2019136.375000 Penalty: 3228.870605
	Iteration 80F: 3 clusters Score -2019136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 22818 members 
Mstep: Class 19 contains 33958 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39434 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 32649 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36859 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4536 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785908.000000 Penalty: 98713.132812
Iteration 479Q: 47 clusters Score -4.978591e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15600 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35611 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 49196 members 
Mstep: Class 18 contains 22790 members 
Mstep: Class 19 contains 33824 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5681 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39429 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33302 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36852 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4534 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786160.000000 Penalty: 98713.132812
Iteration 480F: 47 clusters Score -4.978616e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23829 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35157 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 49210 members 
Mstep: Class 18 contains 22764 members 
Mstep: Class 19 contains 33686 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38984 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5681 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39431 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 33928 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36838 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4533 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786284.000000 Penalty: 98713.132812
Iteration 481Q: 47 clusters Score -4.978628e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34678 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 49228 members 
Mstep: Class 18 contains 22731 members 
Mstep: Class 19 contains 33553 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38983 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5681 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39432 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 34585 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36835 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4525 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786788.000000 Penalty: 98713.132812
Iteration 482Q: 47 clusters Score -4.978679e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 34162 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 49223 members 
Mstep: Class 18 contains 22680 members 
Mstep: Class 19 contains 33424 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39431 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 35307 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36833 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4523 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787288.000000 Penalty: 98713.132812
Iteration 483Q: 47 clusters Score -4.978729e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23828 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 33540 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 49228 members 
Mstep: Class 18 contains 22655 members 
Mstep: Class 19 contains 33290 members 
Mstep: Class 20 contains 37954 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39433 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36091 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36835 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4524 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49787272.000000 Penalty: 98713.132812
Iteration 484Q: 47 clusters Score -4.978727e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23826 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32818 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 49221 members 
Mstep: Class 18 contains 22616 members 
Mstep: Class 19 contains 33200 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 39437 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 36926 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36840 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4550 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786980.000000 Penalty: 98713.132812
Iteration 485Q: 47 clusters Score -4.978698e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23826 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32040 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 49198 members 
Mstep: Class 18 contains 22584 members 
Mstep: Class 19 contains 33131 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38983 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39439 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 37790 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36838 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 4593 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786152.000000 Penalty: 98713.132812
Iteration 486Q: 47 clusters Score -4.978615e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23824 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31374 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 49205 members 
Mstep: Class 18 contains 22548 members 
Mstep: Class 19 contains 33107 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38985 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39442 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38477 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36835 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4637 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785356.000000 Penalty: 98713.132812
Iteration 487Q: 47 clusters Score -4.978536e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23826 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 49292 members 
Mstep: Class 18 contains 22529 members 
Mstep: Class 19 contains 33072 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38985 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5681 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39442 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38845 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36844 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4682 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784688.000000 Penalty: 98713.132812
Iteration 488Q: 47 clusters Score -4.978469e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23826 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 49366 members 
Mstep: Class 18 contains 22506 members 
Mstep: Class 19 contains 33051 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38986 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39444 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38977 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36843 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4717 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784228.000000 Penalty: 98713.132812
Iteration 489Q: 47 clusters Score -4.978423e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23826 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 30795 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 49409 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 33038 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38985 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5679 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39440 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38880 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36845 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4744 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784144.000000 Penalty: 98713.132812
Iteration 490Q: 47 clusters Score -4.978414e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31050 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 49449 members 
Mstep: Class 18 contains 22451 members 
Mstep: Class 19 contains 33030 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38984 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39442 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 38607 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36843 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4755 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784180.000000 Penalty: 98713.132812
Iteration 491Q: 47 clusters Score -4.978418e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31430 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 49425 members 
Mstep: Class 18 contains 22440 members 
Mstep: Class 19 contains 33031 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38982 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5677 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39441 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 38265 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36841 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4746 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784436.000000 Penalty: 98713.132812
Iteration 492Q: 47 clusters Score -4.978444e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 31934 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 49393 members 
Mstep: Class 18 contains 22405 members 
Mstep: Class 19 contains 33024 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38982 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5677 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39441 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 37856 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36839 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4723 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784468.000000 Penalty: 98713.132812
Iteration 493Q: 47 clusters Score -4.978447e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 32482 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 49338 members 
Mstep: Class 18 contains 22371 members 
Mstep: Class 19 contains 33026 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38982 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5677 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39442 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 37417 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36841 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4697 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784676.000000 Penalty: 98713.132812
Iteration 494Q: 47 clusters Score -4.978468e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 33058 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 49347 members 
Mstep: Class 18 contains 22353 members 
Mstep: Class 19 contains 33017 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39442 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 36899 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36849 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4658 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785200.000000 Penalty: 98713.132812
Iteration 495Q: 47 clusters Score -4.97852e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29383 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 33690 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 49316 members 
Mstep: Class 18 contains 22332 members 
Mstep: Class 19 contains 32993 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38982 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5675 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39442 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 36394 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36854 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4618 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49785464.000000 Penalty: 98713.132812
Iteration 496Q: 47 clusters Score -4.978546e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29383 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 34344 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 49277 members 
Mstep: Class 18 contains 22308 members 
Mstep: Class 19 contains 32962 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38983 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5674 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39440 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 35888 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36857 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4572 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786012.000000 Penalty: 98713.132812
Iteration 497Q: 47 clusters Score -4.978601e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29383 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35040 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 49214 members 
Mstep: Class 18 contains 22311 members 
Mstep: Class 19 contains 32922 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38987 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39440 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 35333 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36856 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4532 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786216.000000 Penalty: 98713.132812
Iteration 498Q: 47 clusters Score -4.978622e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29383 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23825 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 35801 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 49142 members 
Mstep: Class 18 contains 22314 members 
Mstep: Class 19 contains 32924 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38988 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39439 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 34673 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36857 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4500 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786708.000000 Penalty: 98713.132812
Iteration 499Q: 47 clusters Score -4.978671e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 29383 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 23826 members 
Mstep: Class 7 contains 19777 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 36586 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 49094 members 
Mstep: Class 18 contains 22321 members 
Mstep: Class 19 contains 32990 members 
Mstep: Class 20 contains 37956 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 38991 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 39437 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 33893 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 679 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 1576 members 
Mstep: Class 41 contains 36848 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 4469 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 9365 members 
Mstep: Class 46 contains 20558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786784.000000 Penalty: 98713.132812
Iteration 500F: 47 clusters Score -4.978678e+07 nChanged 1848
Maximum iterations exceeded
--- Evaluating fit on full set of 1630476 points ---
Entering Unmasked Estep 
Score: -149535904.000000 Penalty: 106925.257812
22->47 Clusters: Score -149535904.000000, best is -149564224.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 543492 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 24766 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 24773 members 
Mstep: Class 5 contains 24702 members 
Mstep: Class 6 contains 24572 members 
Mstep: Class 7 contains 24701 members 
Mstep: Class 8 contains 24778 members 
Mstep: Class 9 contains 24782 members 
Mstep: Class 10 contains 24797 members 
Mstep: Class 11 contains 24441 members 
Mstep: Class 12 contains 24742 members 
Mstep: Class 13 contains 24627 members 
Mstep: Class 14 contains 24541 members 
Mstep: Class 15 contains 24741 members 
Mstep: Class 16 contains 24456 members 
Mstep: Class 17 contains 24520 members 
Mstep: Class 18 contains 24926 members 
Mstep: Class 19 contains 24817 members 
Mstep: Class 20 contains 24795 members 
Mstep: Class 21 contains 24614 members 
Mstep: Class 22 contains 24696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 217.878448 but Gain 2145.937500
Score: -46301672.000000 Penalty: 45064.691406
Iteration 0F: 22 clusters Score -4.630167e+07 nChanged 515947
Entering Unmasked Mstep 
Mstep: Class 0 contains 918 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 21586 members 
Mstep: Class 3 contains 47578 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 33832 members 
Mstep: Class 6 contains 52083 members 
Mstep: Class 7 contains 5293 members 
Mstep: Class 8 contains 21129 members 
Mstep: Class 9 contains 9575 members 
Mstep: Class 10 contains 13512 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 5738 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 47132 members 
Mstep: Class 17 contains 11279 members 
Mstep: Class 18 contains 163710 members 
Mstep: Class 19 contains 20553 members 
Mstep: Class 20 contains 5227 members 
Mstep: Class 21 contains 19552 members 
Mstep: Class 22 contains 12781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48767104.000000 Penalty: 45064.691406
Iteration 1F: 22 clusters Score -4.87671e+07 nChanged 207602
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 16594 members 
Mstep: Class 3 contains 35263 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 39930 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 14506 members 
Mstep: Class 9 contains 8897 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 12 contains 9971 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 9787 members 
Mstep: Class 15 contains 8445 members 
Mstep: Class 16 contains 52870 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 228496 members 
Mstep: Class 19 contains 18779 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 12694 members 
Mstep: Class 22 contains 8162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48836944.000000 Penalty: 45064.691406
Iteration 2F: 22 clusters Score -4.883694e+07 nChanged 136830
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 17409 members 
Mstep: Class 3 contains 34202 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 55519 members 
Mstep: Class 6 contains 40951 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 16041 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 12428 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 9089 members 
Mstep: Class 16 contains 53999 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 210453 members 
Mstep: Class 19 contains 15021 members 
Mstep: Class 20 contains 2109 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49062060.000000 Penalty: 45064.691406
Iteration 3F: 22 clusters Score -4.906206e+07 nChanged 86583
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 18424 members 
Mstep: Class 3 contains 39133 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 67387 members 
Mstep: Class 6 contains 42668 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 15304 members 
Mstep: Class 9 contains 14725 members 
Mstep: Class 10 contains 1809 members 
Mstep: Class 12 contains 10250 members 
Mstep: Class 13 contains 15027 members 
Mstep: Class 14 contains 11138 members 
Mstep: Class 15 contains 9312 members 
Mstep: Class 16 contains 49884 members 
Mstep: Class 17 contains 11145 members 
Mstep: Class 18 contains 195478 members 
Mstep: Class 19 contains 12950 members 
Mstep: Class 20 contains 2131 members 
Mstep: Class 21 contains 10895 members 
Mstep: Class 22 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49217676.000000 Penalty: 45064.691406
Iteration 4F: 22 clusters Score -4.921768e+07 nChanged 63849
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 19132 members 
Mstep: Class 3 contains 45998 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 70632 members 
Mstep: Class 6 contains 39301 members 
Mstep: Class 7 contains 3045 members 
Mstep: Class 8 contains 13270 members 
Mstep: Class 9 contains 19212 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 12 contains 9824 members 
Mstep: Class 13 contains 15933 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 9003 members 
Mstep: Class 16 contains 48259 members 
Mstep: Class 17 contains 10351 members 
Mstep: Class 18 contains 189799 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 10856 members 
Mstep: Class 22 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49328436.000000 Penalty: 45064.691406
Iteration 5F: 22 clusters Score -4.932844e+07 nChanged 53277
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 18735 members 
Mstep: Class 3 contains 49247 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 76731 members 
Mstep: Class 6 contains 36348 members 
Mstep: Class 7 contains 2777 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 23147 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 13 contains 16220 members 
Mstep: Class 14 contains 11177 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 46205 members 
Mstep: Class 17 contains 9026 members 
Mstep: Class 18 contains 184834 members 
Mstep: Class 19 contains 11102 members 
Mstep: Class 20 contains 4100 members 
Mstep: Class 21 contains 11747 members 
Mstep: Class 22 contains 4936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49432608.000000 Penalty: 45064.691406
Iteration 6F: 22 clusters Score -4.943261e+07 nChanged 47299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 17076 members 
Mstep: Class 3 contains 48998 members 
Mstep: Class 4 contains 3220 members 
Mstep: Class 5 contains 86591 members 
Mstep: Class 6 contains 34514 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 10734 members 
Mstep: Class 9 contains 26051 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 12 contains 8829 members 
Mstep: Class 13 contains 16214 members 
Mstep: Class 14 contains 11197 members 
Mstep: Class 15 contains 7693 members 
Mstep: Class 16 contains 44097 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 18 contains 179816 members 
Mstep: Class 19 contains 10615 members 
Mstep: Class 20 contains 4949 members 
Mstep: Class 21 contains 13227 members 
Mstep: Class 22 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49513480.000000 Penalty: 45064.691406
Iteration 7F: 22 clusters Score -4.951348e+07 nChanged 42335
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 15090 members 
Mstep: Class 3 contains 48039 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 92504 members 
Mstep: Class 6 contains 32887 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 9876 members 
Mstep: Class 9 contains 28375 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 12 contains 8499 members 
Mstep: Class 13 contains 16129 members 
Mstep: Class 14 contains 10922 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 16 contains 46889 members 
Mstep: Class 17 contains 6816 members 
Mstep: Class 18 contains 175476 members 
Mstep: Class 19 contains 10316 members 
Mstep: Class 20 contains 5492 members 
Mstep: Class 21 contains 14136 members 
Mstep: Class 22 contains 5364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49555068.000000 Penalty: 45064.691406
Iteration 8F: 22 clusters Score -4.955507e+07 nChanged 34276
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13625 members 
Mstep: Class 3 contains 47415 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 90577 members 
Mstep: Class 6 contains 31285 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 9183 members 
Mstep: Class 9 contains 31660 members 
Mstep: Class 10 contains 1976 members 
Mstep: Class 12 contains 8300 members 
Mstep: Class 13 contains 15994 members 
Mstep: Class 14 contains 10472 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 51882 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 174590 members 
Mstep: Class 19 contains 10097 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 14788 members 
Mstep: Class 22 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49584696.000000 Penalty: 45064.691406
Iteration 9F: 22 clusters Score -4.95847e+07 nChanged 25808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12570 members 
Mstep: Class 3 contains 47246 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 88150 members 
Mstep: Class 6 contains 30127 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 8928 members 
Mstep: Class 9 contains 34566 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 12 contains 8198 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 10003 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 56919 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 172527 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 15367 members 
Mstep: Class 22 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49612688.000000 Penalty: 45064.691406
Iteration 10Q: 22 clusters Score -4.961269e+07 nChanged 21618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11851 members 
Mstep: Class 3 contains 47531 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 85831 members 
Mstep: Class 6 contains 29032 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 8859 members 
Mstep: Class 9 contains 36592 members 
Mstep: Class 10 contains 2893 members 
Mstep: Class 12 contains 8174 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 9478 members 
Mstep: Class 15 contains 5108 members 
Mstep: Class 16 contains 60865 members 
Mstep: Class 17 contains 5324 members 
Mstep: Class 18 contains 171066 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 15928 members 
Mstep: Class 22 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49631656.000000 Penalty: 45064.691406
Iteration 11Q: 22 clusters Score -4.963166e+07 nChanged 19375
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 48128 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 84673 members 
Mstep: Class 6 contains 28028 members 
Mstep: Class 7 contains 1182 members 
Mstep: Class 8 contains 8960 members 
Mstep: Class 9 contains 37552 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 12 contains 8094 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 14 contains 8969 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 4915 members 
Mstep: Class 18 contains 169657 members 
Mstep: Class 19 contains 9826 members 
Mstep: Class 20 contains 5855 members 
Mstep: Class 21 contains 16391 members 
Mstep: Class 22 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49642540.000000 Penalty: 45064.691406
Iteration 12Q: 22 clusters Score -4.964254e+07 nChanged 16529
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11227 members 
Mstep: Class 3 contains 48867 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 84352 members 
Mstep: Class 6 contains 27157 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 9236 members 
Mstep: Class 9 contains 37646 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 8520 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 65953 members 
Mstep: Class 17 contains 4615 members 
Mstep: Class 18 contains 168234 members 
Mstep: Class 19 contains 9805 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 16743 members 
Mstep: Class 22 contains 5619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49646412.000000 Penalty: 45064.691406
Iteration 13Q: 22 clusters Score -4.964641e+07 nChanged 14096
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11071 members 
Mstep: Class 3 contains 49563 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 5 contains 84262 members 
Mstep: Class 6 contains 26433 members 
Mstep: Class 7 contains 1103 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 37487 members 
Mstep: Class 10 contains 4130 members 
Mstep: Class 12 contains 7913 members 
Mstep: Class 13 contains 15133 members 
Mstep: Class 14 contains 8204 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 67714 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 166718 members 
Mstep: Class 19 contains 9763 members 
Mstep: Class 20 contains 5618 members 
Mstep: Class 21 contains 17016 members 
Mstep: Class 22 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49646900.000000 Penalty: 45064.691406
Iteration 14Q: 22 clusters Score -4.96469e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11004 members 
Mstep: Class 3 contains 50238 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 84260 members 
Mstep: Class 6 contains 25928 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 10214 members 
Mstep: Class 9 contains 37238 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 69097 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 18 contains 165179 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 5521 members 
Mstep: Class 21 contains 17133 members 
Mstep: Class 22 contains 5660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49647952.000000 Penalty: 45064.691406
Iteration 15Q: 22 clusters Score -4.964795e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11017 members 
Mstep: Class 3 contains 50844 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 84372 members 
Mstep: Class 6 contains 25754 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 10822 members 
Mstep: Class 9 contains 36866 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 12 contains 7779 members 
Mstep: Class 13 contains 14625 members 
Mstep: Class 14 contains 7840 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 71300 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 18 contains 162555 members 
Mstep: Class 19 contains 9700 members 
Mstep: Class 20 contains 5431 members 
Mstep: Class 21 contains 16924 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49644776.000000 Penalty: 45064.691406
Iteration 16Q: 22 clusters Score -4.964478e+07 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 51402 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 84786 members 
Mstep: Class 6 contains 25889 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 11650 members 
Mstep: Class 9 contains 36583 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 12 contains 7725 members 
Mstep: Class 13 contains 14400 members 
Mstep: Class 14 contains 7743 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 75036 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 157618 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 5379 members 
Mstep: Class 21 contains 16480 members 
Mstep: Class 22 contains 5682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49626608.000000 Penalty: 45064.691406
Iteration 17Q: 22 clusters Score -4.962661e+07 nChanged 19677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 51915 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 86584 members 
Mstep: Class 6 contains 26623 members 
Mstep: Class 7 contains 1169 members 
Mstep: Class 8 contains 13031 members 
Mstep: Class 9 contains 36327 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 12 contains 7671 members 
Mstep: Class 13 contains 14208 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3437 members 
Mstep: Class 16 contains 81373 members 
Mstep: Class 17 contains 4010 members 
Mstep: Class 18 contains 147616 members 
Mstep: Class 19 contains 9633 members 
Mstep: Class 20 contains 5338 members 
Mstep: Class 21 contains 15743 members 
Mstep: Class 22 contains 5701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49574304.000000 Penalty: 45064.691406
Iteration 18Q: 22 clusters Score -4.95743e+07 nChanged 27458
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 11249 members 
Mstep: Class 3 contains 52405 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 92029 members 
Mstep: Class 6 contains 28106 members 
Mstep: Class 7 contains 1182 members 
Mstep: Class 8 contains 15914 members 
Mstep: Class 9 contains 36713 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 12 contains 7628 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 7657 members 
Mstep: Class 15 contains 3349 members 
Mstep: Class 16 contains 89040 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 129593 members 
Mstep: Class 19 contains 9621 members 
Mstep: Class 20 contains 5318 members 
Mstep: Class 21 contains 14975 members 
Mstep: Class 22 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49517312.000000 Penalty: 45064.691406
Iteration 19F: 22 clusters Score -4.951731e+07 nChanged 26952
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 52589 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 97037 members 
Mstep: Class 6 contains 30967 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 20731 members 
Mstep: Class 9 contains 38474 members 
Mstep: Class 10 contains 5397 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 13886 members 
Mstep: Class 14 contains 7612 members 
Mstep: Class 15 contains 3174 members 
Mstep: Class 16 contains 91874 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 112089 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 5338 members 
Mstep: Class 21 contains 14722 members 
Mstep: Class 22 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49534744.000000 Penalty: 45064.691406
Iteration 20F: 22 clusters Score -4.953474e+07 nChanged 17853
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 52350 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 93773 members 
Mstep: Class 6 contains 34339 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 25106 members 
Mstep: Class 9 contains 39568 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 12 contains 7564 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 91061 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 107026 members 
Mstep: Class 19 contains 9612 members 
Mstep: Class 20 contains 5429 members 
Mstep: Class 21 contains 14743 members 
Mstep: Class 22 contains 5414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49562744.000000 Penalty: 45064.691406
Iteration 21Q: 22 clusters Score -4.956274e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 11566 members 
Mstep: Class 3 contains 52098 members 
Mstep: Class 4 contains 5779 members 
Mstep: Class 5 contains 92068 members 
Mstep: Class 6 contains 38064 members 
Mstep: Class 7 contains 1317 members 
Mstep: Class 8 contains 28574 members 
Mstep: Class 9 contains 39565 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 12 contains 7552 members 
Mstep: Class 13 contains 13579 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 89457 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 102930 members 
Mstep: Class 19 contains 9672 members 
Mstep: Class 20 contains 5547 members 
Mstep: Class 21 contains 14746 members 
Mstep: Class 22 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49583700.000000 Penalty: 45064.691406
Iteration 22Q: 22 clusters Score -4.95837e+07 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 52009 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 90433 members 
Mstep: Class 6 contains 41092 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 31241 members 
Mstep: Class 9 contains 38946 members 
Mstep: Class 10 contains 5828 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 13396 members 
Mstep: Class 14 contains 7553 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 88172 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 100287 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 5680 members 
Mstep: Class 21 contains 14775 members 
Mstep: Class 22 contains 5267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49596320.000000 Penalty: 45064.691406
Iteration 23Q: 22 clusters Score -4.959632e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 11914 members 
Mstep: Class 3 contains 52252 members 
Mstep: Class 4 contains 6118 members 
Mstep: Class 5 contains 89055 members 
Mstep: Class 6 contains 41521 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 33472 members 
Mstep: Class 9 contains 38836 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 12 contains 7563 members 
Mstep: Class 13 contains 13238 members 
Mstep: Class 14 contains 7515 members 
Mstep: Class 15 contains 3102 members 
Mstep: Class 16 contains 87788 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 98439 members 
Mstep: Class 19 contains 9785 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 5225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49604320.000000 Penalty: 45064.691406
Iteration 24Q: 22 clusters Score -4.960432e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 12039 members 
Mstep: Class 3 contains 52535 members 
Mstep: Class 4 contains 6325 members 
Mstep: Class 5 contains 88027 members 
Mstep: Class 6 contains 40666 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 35393 members 
Mstep: Class 9 contains 39059 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 12 contains 7577 members 
Mstep: Class 13 contains 13097 members 
Mstep: Class 14 contains 7510 members 
Mstep: Class 15 contains 3153 members 
Mstep: Class 16 contains 87758 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 96967 members 
Mstep: Class 19 contains 9766 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 15277 members 
Mstep: Class 22 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49610556.000000 Penalty: 45064.691406
Iteration 25Q: 22 clusters Score -4.961056e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 12119 members 
Mstep: Class 3 contains 52703 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 87317 members 
Mstep: Class 6 contains 40110 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 36761 members 
Mstep: Class 9 contains 39112 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 12 contains 7580 members 
Mstep: Class 13 contains 13000 members 
Mstep: Class 14 contains 7515 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 87509 members 
Mstep: Class 17 contains 3826 members 
Mstep: Class 18 contains 95881 members 
Mstep: Class 19 contains 9711 members 
Mstep: Class 20 contains 6018 members 
Mstep: Class 21 contains 15655 members 
Mstep: Class 22 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49615240.000000 Penalty: 45064.691406
Iteration 26Q: 22 clusters Score -4.961524e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12188 members 
Mstep: Class 3 contains 52808 members 
Mstep: Class 4 contains 6787 members 
Mstep: Class 5 contains 86939 members 
Mstep: Class 6 contains 39827 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 37133 members 
Mstep: Class 9 contains 39118 members 
Mstep: Class 10 contains 6199 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 12915 members 
Mstep: Class 14 contains 7521 members 
Mstep: Class 15 contains 3191 members 
Mstep: Class 16 contains 87274 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 95308 members 
Mstep: Class 19 contains 9650 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 16014 members 
Mstep: Class 22 contains 5150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49617476.000000 Penalty: 45064.691406
Iteration 27Q: 22 clusters Score -4.961748e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 12250 members 
Mstep: Class 3 contains 52891 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 86638 members 
Mstep: Class 6 contains 39663 members 
Mstep: Class 7 contains 1616 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 39188 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 3200 members 
Mstep: Class 16 contains 87068 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 95073 members 
Mstep: Class 19 contains 9586 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 16383 members 
Mstep: Class 22 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49619336.000000 Penalty: 45064.691406
Iteration 28Q: 22 clusters Score -4.961934e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 12308 members 
Mstep: Class 3 contains 52980 members 
Mstep: Class 4 contains 7296 members 
Mstep: Class 5 contains 86381 members 
Mstep: Class 6 contains 39522 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 36557 members 
Mstep: Class 9 contains 39295 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 12 contains 7634 members 
Mstep: Class 13 contains 12787 members 
Mstep: Class 14 contains 7538 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 86878 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 94841 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 16794 members 
Mstep: Class 22 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49622020.000000 Penalty: 45064.691406
Iteration 29Q: 22 clusters Score -4.962202e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 53022 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 86146 members 
Mstep: Class 6 contains 39384 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 36294 members 
Mstep: Class 9 contains 39398 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 12 contains 7659 members 
Mstep: Class 13 contains 12749 members 
Mstep: Class 14 contains 7546 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 86659 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 94614 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 20 contains 6408 members 
Mstep: Class 21 contains 17190 members 
Mstep: Class 22 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49625024.000000 Penalty: 45064.691406
Iteration 30Q: 22 clusters Score -4.962502e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 12404 members 
Mstep: Class 3 contains 53102 members 
Mstep: Class 4 contains 7746 members 
Mstep: Class 5 contains 85853 members 
Mstep: Class 6 contains 39265 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 36142 members 
Mstep: Class 9 contains 39528 members 
Mstep: Class 10 contains 6387 members 
Mstep: Class 12 contains 7670 members 
Mstep: Class 13 contains 12712 members 
Mstep: Class 14 contains 7550 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 86406 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 94392 members 
Mstep: Class 19 contains 9381 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 17587 members 
Mstep: Class 22 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49627796.000000 Penalty: 45064.691406
Iteration 31Q: 22 clusters Score -4.96278e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 12428 members 
Mstep: Class 3 contains 53138 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 85578 members 
Mstep: Class 6 contains 39152 members 
Mstep: Class 7 contains 1654 members 
Mstep: Class 8 contains 36011 members 
Mstep: Class 9 contains 39717 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12687 members 
Mstep: Class 14 contains 7558 members 
Mstep: Class 15 contains 3248 members 
Mstep: Class 16 contains 86154 members 
Mstep: Class 17 contains 3965 members 
Mstep: Class 18 contains 94130 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 17991 members 
Mstep: Class 22 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49630600.000000 Penalty: 45064.691406
Iteration 32Q: 22 clusters Score -4.96306e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12452 members 
Mstep: Class 3 contains 53176 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 85243 members 
Mstep: Class 6 contains 38988 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 35871 members 
Mstep: Class 9 contains 39961 members 
Mstep: Class 10 contains 6411 members 
Mstep: Class 12 contains 7716 members 
Mstep: Class 13 contains 12666 members 
Mstep: Class 14 contains 7564 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 85983 members 
Mstep: Class 17 contains 3999 members 
Mstep: Class 18 contains 93968 members 
Mstep: Class 19 contains 9256 members 
Mstep: Class 20 contains 6605 members 
Mstep: Class 21 contains 18306 members 
Mstep: Class 22 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49632876.000000 Penalty: 45064.691406
Iteration 33Q: 22 clusters Score -4.963288e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 53205 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 84930 members 
Mstep: Class 6 contains 38847 members 
Mstep: Class 7 contains 1665 members 
Mstep: Class 8 contains 35730 members 
Mstep: Class 9 contains 40287 members 
Mstep: Class 10 contains 6400 members 
Mstep: Class 12 contains 7743 members 
Mstep: Class 13 contains 12649 members 
Mstep: Class 14 contains 7571 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 85816 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 93768 members 
Mstep: Class 19 contains 9206 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 18596 members 
Mstep: Class 22 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49635456.000000 Penalty: 45064.691406
Iteration 34Q: 22 clusters Score -4.963546e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 12501 members 
Mstep: Class 3 contains 53229 members 
Mstep: Class 4 contains 8334 members 
Mstep: Class 5 contains 84512 members 
Mstep: Class 6 contains 38779 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 35581 members 
Mstep: Class 9 contains 40705 members 
Mstep: Class 10 contains 6394 members 
Mstep: Class 12 contains 7776 members 
Mstep: Class 13 contains 12642 members 
Mstep: Class 14 contains 7581 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 85616 members 
Mstep: Class 17 contains 4014 members 
Mstep: Class 18 contains 93636 members 
Mstep: Class 19 contains 9138 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49637888.000000 Penalty: 45064.691406
Iteration 35Q: 22 clusters Score -4.963789e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 12522 members 
Mstep: Class 3 contains 53244 members 
Mstep: Class 4 contains 8489 members 
Mstep: Class 5 contains 84206 members 
Mstep: Class 6 contains 38654 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 35451 members 
Mstep: Class 9 contains 41054 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 12 contains 7810 members 
Mstep: Class 13 contains 12633 members 
Mstep: Class 14 contains 7596 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 85505 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 93442 members 
Mstep: Class 19 contains 9065 members 
Mstep: Class 20 contains 6790 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49640172.000000 Penalty: 45064.691406
Iteration 36Q: 22 clusters Score -4.964017e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 12578 members 
Mstep: Class 3 contains 53256 members 
Mstep: Class 4 contains 8614 members 
Mstep: Class 5 contains 83838 members 
Mstep: Class 6 contains 38517 members 
Mstep: Class 7 contains 1675 members 
Mstep: Class 8 contains 35309 members 
Mstep: Class 9 contains 41529 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 12 contains 7841 members 
Mstep: Class 13 contains 12624 members 
Mstep: Class 14 contains 7611 members 
Mstep: Class 15 contains 3451 members 
Mstep: Class 16 contains 85362 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 93264 members 
Mstep: Class 19 contains 9003 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 19155 members 
Mstep: Class 22 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49642696.000000 Penalty: 45064.691406
Iteration 37Q: 22 clusters Score -4.96427e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 12652 members 
Mstep: Class 3 contains 53268 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 5 contains 83527 members 
Mstep: Class 6 contains 38376 members 
Mstep: Class 7 contains 1678 members 
Mstep: Class 8 contains 35209 members 
Mstep: Class 9 contains 42002 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 12 contains 7874 members 
Mstep: Class 13 contains 12618 members 
Mstep: Class 14 contains 7623 members 
Mstep: Class 15 contains 3483 members 
Mstep: Class 16 contains 85221 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 93032 members 
Mstep: Class 19 contains 8916 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 19320 members 
Mstep: Class 22 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49645048.000000 Penalty: 45064.691406
Iteration 38Q: 22 clusters Score -4.964505e+07 nChanged 3372
Entering ConstructFrom: 
Score: -49645048.000000 Penalty: 45064.691406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -710628.375000 Penalty: 1451.312744
	Iteration 0F: 2 clusters Score -710628.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -704999.562500 Penalty: 2902.625488
	Iteration 0F: 3 clusters Score -704999.6 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -707027.562500 Penalty: 2902.625488
	Iteration 1F: 3 clusters Score -707027.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -707600.500000 Penalty: 2902.625488
	Iteration 2F: 3 clusters Score -707600.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -708244.500000 Penalty: 2902.625488
	Iteration 3F: 3 clusters Score -708244.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -708911.187500 Penalty: 2902.625488
	Iteration 4F: 3 clusters Score -708911.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -709437.125000 Penalty: 2902.625488
	Iteration 5F: 3 clusters Score -709437.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -709784.375000 Penalty: 2902.625488
	Iteration 6F: 3 clusters Score -709784.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -709982.187500 Penalty: 2902.625488
	Iteration 7Q: 3 clusters Score -709982.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -710087.625000 Penalty: 2902.625488
	Iteration 8Q: 3 clusters Score -710087.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -710160.750000 Penalty: 2902.625488
	Iteration 9Q: 3 clusters Score -710160.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -710222.125000 Penalty: 2902.625488
	Iteration 10Q: 3 clusters Score -710222.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -710251.812500 Penalty: 2902.625488
	Iteration 11Q: 3 clusters Score -710251.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -710271.562500 Penalty: 2902.625488
	Iteration 12Q: 3 clusters Score -710271.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -710291.437500 Penalty: 2902.625488
	Iteration 13Q: 3 clusters Score -710291.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -710307.750000 Penalty: 2902.625488
	Iteration 14Q: 3 clusters Score -710307.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -710311.437500 Penalty: 2902.625488
	Iteration 15Q: 3 clusters Score -710311.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -710316.562500 Penalty: 2902.625488
	Iteration 16Q: 3 clusters Score -710316.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -710318.750000 Penalty: 2902.625488
	Iteration 17Q: 3 clusters Score -710318.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -710322.375000 Penalty: 2902.625488
	Iteration 18Q: 3 clusters Score -710322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -710323.312500 Penalty: 2902.625488
	Iteration 19Q: 3 clusters Score -710323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -710324.375000 Penalty: 2902.625488
	Iteration 20F: 3 clusters Score -710324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -710326.687500 Penalty: 2902.625488
	Iteration 21Q: 3 clusters Score -710326.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -710327.750000 Penalty: 2902.625488
	Iteration 22Q: 3 clusters Score -710327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -710328.625000 Penalty: 2902.625488
	Iteration 23Q: 3 clusters Score -710328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -710329.437500 Penalty: 2902.625488
	Iteration 24Q: 3 clusters Score -710329.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -710331.625000 Penalty: 2902.625488
	Iteration 25Q: 3 clusters Score -710331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -710335.187500 Penalty: 2902.625488
	Iteration 26Q: 3 clusters Score -710335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -710335.625000 Penalty: 2902.625488
	Iteration 27Q: 3 clusters Score -710335.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -710337.875000 Penalty: 2902.625488
	Iteration 28Q: 3 clusters Score -710337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -710338.000000 Penalty: 2902.625488
	Iteration 29Q: 3 clusters Score -710338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -710338.750000 Penalty: 2902.625488
	Iteration 30Q: 3 clusters Score -710338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -710338.437500 Penalty: 2902.625488
	Iteration 31Q: 3 clusters Score -710338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -710338.437500 Penalty: 2902.625488
	Iteration 32F: 3 clusters Score -710338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Entering Unmasked Estep 
Score: -1191292.375000 Penalty: 1536.133545
	Iteration 0F: 2 clusters Score -1191292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1182369.500000 Penalty: 3072.267090
	Iteration 0F: 3 clusters Score -1182370 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1185404.125000 Penalty: 3072.267090
	Iteration 1F: 3 clusters Score -1185404 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1185844.875000 Penalty: 3072.267090
	Iteration 2F: 3 clusters Score -1185845 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1186288.375000 Penalty: 3072.267090
	Iteration 3F: 3 clusters Score -1186288 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1186911.875000 Penalty: 3072.267090
	Iteration 4F: 3 clusters Score -1186912 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1187806.000000 Penalty: 3072.267090
	Iteration 5F: 3 clusters Score -1187806 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1188847.625000 Penalty: 3072.267090
	Iteration 6F: 3 clusters Score -1188848 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1189830.000000 Penalty: 3072.267090
	Iteration 7F: 3 clusters Score -1189830 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1190468.500000 Penalty: 3072.267090
	Iteration 8Q: 3 clusters Score -1190468 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1190817.375000 Penalty: 3072.267090
	Iteration 9Q: 3 clusters Score -1190817 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1190956.875000 Penalty: 3072.267090
	Iteration 10Q: 3 clusters Score -1190957 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1191012.125000 Penalty: 3072.267090
	Iteration 11Q: 3 clusters Score -1191012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1191037.375000 Penalty: 3072.267090
	Iteration 12Q: 3 clusters Score -1191037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1191050.875000 Penalty: 3072.267090
	Iteration 13Q: 3 clusters Score -1191051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1191058.000000 Penalty: 3072.267090
	Iteration 14Q: 3 clusters Score -1191058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1191065.250000 Penalty: 3072.267090
	Iteration 15Q: 3 clusters Score -1191065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1191065.625000 Penalty: 3072.267090
	Iteration 16Q: 3 clusters Score -1191066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1191065.250000 Penalty: 3072.267090
	Iteration 17Q: 3 clusters Score -1191065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1191064.250000 Penalty: 3072.267090
	Iteration 18Q: 3 clusters Score -1191064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1191062.375000 Penalty: 3072.267090
	Iteration 19Q: 3 clusters Score -1191062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1191062.750000 Penalty: 3072.267090
	Iteration 20F: 3 clusters Score -1191063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Entering Unmasked Estep 
Score: -5004469.500000 Penalty: 1768.532837
	Iteration 0F: 2 clusters Score -5004470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -4977565.500000 Penalty: 3537.065674
	Iteration 0F: 3 clusters Score -4977566 nChanged 24872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -4992149.000000 Penalty: 3537.065674
	Iteration 1F: 3 clusters Score -4992149 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4993487.500000 Penalty: 3537.065674
	Iteration 2Q: 3 clusters Score -4993488 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -4996125.000000 Penalty: 3537.065674
	Iteration 3F: 3 clusters Score -4996125 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -5001648.000000 Penalty: 3537.065674
	Iteration 4F: 3 clusters Score -5001648 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -5009938.000000 Penalty: 3537.065674
	Iteration 5F: 3 clusters Score -5009938 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -5015839.000000 Penalty: 3537.065674
	Iteration 6F: 3 clusters Score -5015839 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -5017706.000000 Penalty: 3537.065674
	Iteration 7F: 3 clusters Score -5017706 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5018340.500000 Penalty: 3537.065674
	Iteration 8Q: 3 clusters Score -5018340 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -5018614.000000 Penalty: 3537.065674
	Iteration 9Q: 3 clusters Score -5018614 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5018755.000000 Penalty: 3537.065674
	Iteration 10Q: 3 clusters Score -5018755 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -5018853.500000 Penalty: 3537.065674
	Iteration 11Q: 3 clusters Score -5018854 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5018862.500000 Penalty: 3537.065674
	Iteration 12Q: 3 clusters Score -5018862 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -5018851.500000 Penalty: 3537.065674
	Iteration 13Q: 3 clusters Score -5018852 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5018841.000000 Penalty: 3537.065674
	Iteration 14Q: 3 clusters Score -5018841 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -5018838.500000 Penalty: 3537.065674
	Iteration 15Q: 3 clusters Score -5018838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -5018834.500000 Penalty: 3537.065674
	Iteration 16Q: 3 clusters Score -5018834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5018834.000000 Penalty: 3537.065674
	Iteration 17Q: 3 clusters Score -5018834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -5018843.500000 Penalty: 3537.065674
	Iteration 18Q: 3 clusters Score -5018844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5018835.500000 Penalty: 3537.065674
	Iteration 19Q: 3 clusters Score -5018836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -5018823.500000 Penalty: 3537.065674
	Iteration 20F: 3 clusters Score -5018824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -5018818.500000 Penalty: 3537.065674
	Iteration 21Q: 3 clusters Score -5018818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -5018821.000000 Penalty: 3537.065674
	Iteration 22Q: 3 clusters Score -5018821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -5018814.000000 Penalty: 3537.065674
	Iteration 23Q: 3 clusters Score -5018814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5018819.000000 Penalty: 3537.065674
	Iteration 24Q: 3 clusters Score -5018819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5018819.500000 Penalty: 3537.065674
	Iteration 25Q: 3 clusters Score -5018820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -5018817.500000 Penalty: 3537.065674
	Iteration 26Q: 3 clusters Score -5018818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -5018815.500000 Penalty: 3537.065674
	Iteration 27Q: 3 clusters Score -5018816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -5018815.000000 Penalty: 3537.065674
	Iteration 28Q: 3 clusters Score -5018815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -5018812.000000 Penalty: 3537.065674
	Iteration 29Q: 3 clusters Score -5018812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -5018815.000000 Penalty: 3537.065674
	Iteration 30Q: 3 clusters Score -5018815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -5018819.000000 Penalty: 3537.065674
	Iteration 31Q: 3 clusters Score -5018819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5018810.000000 Penalty: 3537.065674
	Iteration 32Q: 3 clusters Score -5018810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -5018810.500000 Penalty: 3537.065674
	Iteration 33Q: 3 clusters Score -5018810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5018809.000000 Penalty: 3537.065674
	Iteration 34Q: 3 clusters Score -5018809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5018815.500000 Penalty: 3537.065674
	Iteration 35Q: 3 clusters Score -5018816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -5018813.000000 Penalty: 3537.065674
	Iteration 36Q: 3 clusters Score -5018813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -5018810.000000 Penalty: 3537.065674
	Iteration 37Q: 3 clusters Score -5018810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -5018805.500000 Penalty: 3537.065674
	Iteration 38Q: 3 clusters Score -5018806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5018806.000000 Penalty: 3537.065674
	Iteration 39Q: 3 clusters Score -5018806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -5018806.500000 Penalty: 3537.065674
	Iteration 40F: 3 clusters Score -5018806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 8901 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 1682 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 42550 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Entering Unmasked Estep 
Score: -49660692.000000 Penalty: 47210.628906
Splitting cluster 3 changes total score from -49645048.000000 to -49660692.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -811149.375000 Penalty: 1477.761841
	Iteration 0F: 2 clusters Score -811149.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -804702.750000 Penalty: 2955.523682
	Iteration 0F: 3 clusters Score -804702.8 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -806767.250000 Penalty: 2955.523682
	Iteration 1F: 3 clusters Score -806767.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -807074.125000 Penalty: 2955.523682
	Iteration 2F: 3 clusters Score -807074.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -807377.250000 Penalty: 2955.523682
	Iteration 3F: 3 clusters Score -807377.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -807831.562500 Penalty: 2955.523682
	Iteration 4F: 3 clusters Score -807831.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -808379.437500 Penalty: 2955.523682
	Iteration 5F: 3 clusters Score -808379.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -809058.000000 Penalty: 2955.523682
	Iteration 6F: 3 clusters Score -809058 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -809899.375000 Penalty: 2955.523682
	Iteration 7F: 3 clusters Score -809899.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -810682.750000 Penalty: 2955.523682
	Iteration 8F: 3 clusters Score -810682.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -811221.625000 Penalty: 2955.523682
	Iteration 9F: 3 clusters Score -811221.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -811617.500000 Penalty: 2955.523682
	Iteration 10F: 3 clusters Score -811617.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -811864.625000 Penalty: 2955.523682
	Iteration 11Q: 3 clusters Score -811864.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -812006.687500 Penalty: 2955.523682
	Iteration 12Q: 3 clusters Score -812006.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -812084.187500 Penalty: 2955.523682
	Iteration 13Q: 3 clusters Score -812084.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -812125.062500 Penalty: 2955.523682
	Iteration 14Q: 3 clusters Score -812125.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -812153.250000 Penalty: 2955.523682
	Iteration 15Q: 3 clusters Score -812153.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -812177.750000 Penalty: 2955.523682
	Iteration 16Q: 3 clusters Score -812177.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -812193.312500 Penalty: 2955.523682
	Iteration 17Q: 3 clusters Score -812193.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -812209.187500 Penalty: 2955.523682
	Iteration 18Q: 3 clusters Score -812209.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -812225.187500 Penalty: 2955.523682
	Iteration 19Q: 3 clusters Score -812225.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -812234.250000 Penalty: 2955.523682
	Iteration 20F: 3 clusters Score -812234.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -812246.625000 Penalty: 2955.523682
	Iteration 21Q: 3 clusters Score -812246.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -812253.750000 Penalty: 2955.523682
	Iteration 22Q: 3 clusters Score -812253.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -812259.187500 Penalty: 2955.523682
	Iteration 23Q: 3 clusters Score -812259.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -812263.562500 Penalty: 2955.523682
	Iteration 24Q: 3 clusters Score -812263.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -812264.437500 Penalty: 2955.523682
	Iteration 25Q: 3 clusters Score -812264.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -812268.000000 Penalty: 2955.523682
	Iteration 26Q: 3 clusters Score -812268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -812268.500000 Penalty: 2955.523682
	Iteration 27Q: 3 clusters Score -812268.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -812271.500000 Penalty: 2955.523682
	Iteration 28Q: 3 clusters Score -812271.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -812271.812500 Penalty: 2955.523682
	Iteration 29Q: 3 clusters Score -812271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -812274.312500 Penalty: 2955.523682
	Iteration 30Q: 3 clusters Score -812274.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -812274.312500 Penalty: 2955.523682
	Iteration 31Q: 3 clusters Score -812274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -812275.375000 Penalty: 2955.523682
	Iteration 32Q: 3 clusters Score -812275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -812276.625000 Penalty: 2955.523682
	Iteration 33Q: 3 clusters Score -812276.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -812280.875000 Penalty: 2955.523682
	Iteration 34Q: 3 clusters Score -812280.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -812287.000000 Penalty: 2955.523682
	Iteration 35Q: 3 clusters Score -812287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -812293.312500 Penalty: 2955.523682
	Iteration 36Q: 3 clusters Score -812293.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -812298.625000 Penalty: 2955.523682
	Iteration 37Q: 3 clusters Score -812298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -812300.750000 Penalty: 2955.523682
	Iteration 38Q: 3 clusters Score -812300.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -812307.625000 Penalty: 2955.523682
	Iteration 39Q: 3 clusters Score -812307.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -812311.500000 Penalty: 2955.523682
	Iteration 40F: 3 clusters Score -812311.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -812313.625000 Penalty: 2955.523682
	Iteration 41Q: 3 clusters Score -812313.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -812315.812500 Penalty: 2955.523682
	Iteration 42Q: 3 clusters Score -812315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -812316.062500 Penalty: 2955.523682
	Iteration 43Q: 3 clusters Score -812316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -812319.562500 Penalty: 2955.523682
	Iteration 44Q: 3 clusters Score -812319.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -812323.187500 Penalty: 2955.523682
	Iteration 45Q: 3 clusters Score -812323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -812322.687500 Penalty: 2955.523682
	Iteration 46Q: 3 clusters Score -812322.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -812326.562500 Penalty: 2955.523682
	Iteration 47Q: 3 clusters Score -812326.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -812330.187500 Penalty: 2955.523682
	Iteration 48Q: 3 clusters Score -812330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -812333.000000 Penalty: 2955.523682
	Iteration 49Q: 3 clusters Score -812333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -812335.937500 Penalty: 2955.523682
	Iteration 50Q: 3 clusters Score -812335.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -812340.687500 Penalty: 2955.523682
	Iteration 51Q: 3 clusters Score -812340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -812339.875000 Penalty: 2955.523682
	Iteration 52Q: 3 clusters Score -812339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -812340.312500 Penalty: 2955.523682
	Iteration 53Q: 3 clusters Score -812340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -812340.312500 Penalty: 2955.523682
	Iteration 54F: 3 clusters Score -812340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 1682 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 42550 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Entering Unmasked Estep 
Score: -49661236.000000 Penalty: 49356.566406
Splitting cluster 4 changes total score from -49645048.000000 to -49661236.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (83101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Entering Unmasked Estep 
Score: -7723166.000000 Penalty: 1840.769531
	Iteration 0F: 2 clusters Score -7723166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -7664262.500000 Penalty: 3681.539062
	Iteration 0F: 3 clusters Score -7664262 nChanged 39846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -7687989.000000 Penalty: 3681.539062
	Iteration 1F: 3 clusters Score -7687989 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -7689507.000000 Penalty: 3681.539062
	Iteration 2F: 3 clusters Score -7689507 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -7690606.000000 Penalty: 3681.539062
	Iteration 3F: 3 clusters Score -7690606 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -7691796.000000 Penalty: 3681.539062
	Iteration 4F: 3 clusters Score -7691796 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7693421.500000 Penalty: 3681.539062
	Iteration 5F: 3 clusters Score -7693422 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -7696278.000000 Penalty: 3681.539062
	Iteration 6F: 3 clusters Score -7696278 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -7700911.000000 Penalty: 3681.539062
	Iteration 7F: 3 clusters Score -7700911 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -7705086.000000 Penalty: 3681.539062
	Iteration 8F: 3 clusters Score -7705086 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -7707021.000000 Penalty: 3681.539062
	Iteration 9F: 3 clusters Score -7707021 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -7707897.000000 Penalty: 3681.539062
	Iteration 10Q: 3 clusters Score -7707897 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -7708371.000000 Penalty: 3681.539062
	Iteration 11Q: 3 clusters Score -7708371 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -7708588.000000 Penalty: 3681.539062
	Iteration 12Q: 3 clusters Score -7708588 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7708622.000000 Penalty: 3681.539062
	Iteration 13Q: 3 clusters Score -7708622 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -7708717.500000 Penalty: 3681.539062
	Iteration 14Q: 3 clusters Score -7708718 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7708780.500000 Penalty: 3681.539062
	Iteration 15Q: 3 clusters Score -7708780 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7708782.000000 Penalty: 3681.539062
	Iteration 16Q: 3 clusters Score -7708782 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -7708772.000000 Penalty: 3681.539062
	Iteration 17Q: 3 clusters Score -7708772 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -7708835.000000 Penalty: 3681.539062
	Iteration 18Q: 3 clusters Score -7708835 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -7708842.000000 Penalty: 3681.539062
	Iteration 19Q: 3 clusters Score -7708842 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7708879.000000 Penalty: 3681.539062
	Iteration 20F: 3 clusters Score -7708879 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -7708911.500000 Penalty: 3681.539062
	Iteration 21Q: 3 clusters Score -7708912 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7708909.500000 Penalty: 3681.539062
	Iteration 22Q: 3 clusters Score -7708910 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -7708922.000000 Penalty: 3681.539062
	Iteration 23Q: 3 clusters Score -7708922 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7708944.500000 Penalty: 3681.539062
	Iteration 24Q: 3 clusters Score -7708944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -7708961.000000 Penalty: 3681.539062
	Iteration 25Q: 3 clusters Score -7708961 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -7709020.000000 Penalty: 3681.539062
	Iteration 26Q: 3 clusters Score -7709020 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -7709025.000000 Penalty: 3681.539062
	Iteration 27Q: 3 clusters Score -7709025 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -7709037.000000 Penalty: 3681.539062
	Iteration 28Q: 3 clusters Score -7709037 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -7709042.000000 Penalty: 3681.539062
	Iteration 29Q: 3 clusters Score -7709042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -7709021.500000 Penalty: 3681.539062
	Iteration 30Q: 3 clusters Score -7709022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7709032.500000 Penalty: 3681.539062
	Iteration 31Q: 3 clusters Score -7709032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7709001.500000 Penalty: 3681.539062
	Iteration 32Q: 3 clusters Score -7709002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -7709004.500000 Penalty: 3681.539062
	Iteration 33Q: 3 clusters Score -7709004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7708996.500000 Penalty: 3681.539062
	Iteration 34Q: 3 clusters Score -7708996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -7709000.500000 Penalty: 3681.539062
	Iteration 35Q: 3 clusters Score -7709000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7708990.500000 Penalty: 3681.539062
	Iteration 36Q: 3 clusters Score -7708990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -7709001.000000 Penalty: 3681.539062
	Iteration 37Q: 3 clusters Score -7709001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -7709011.000000 Penalty: 3681.539062
	Iteration 38Q: 3 clusters Score -7709011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7709008.500000 Penalty: 3681.539062
	Iteration 39Q: 3 clusters Score -7709008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -7709009.500000 Penalty: 3681.539062
	Iteration 40F: 3 clusters Score -7709010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -7709002.500000 Penalty: 3681.539062
	Iteration 41Q: 3 clusters Score -7709002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -7709016.500000 Penalty: 3681.539062
	Iteration 42Q: 3 clusters Score -7709016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -7709009.000000 Penalty: 3681.539062
	Iteration 43Q: 3 clusters Score -7709009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -7709022.000000 Penalty: 3681.539062
	Iteration 44Q: 3 clusters Score -7709022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -7709023.500000 Penalty: 3681.539062
	Iteration 45Q: 3 clusters Score -7709024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -7709023.500000 Penalty: 3681.539062
	Iteration 46Q: 3 clusters Score -7709024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -7709016.500000 Penalty: 3681.539062
	Iteration 47Q: 3 clusters Score -7709016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -7709031.500000 Penalty: 3681.539062
	Iteration 48Q: 3 clusters Score -7709032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7709033.500000 Penalty: 3681.539062
	Iteration 49Q: 3 clusters Score -7709034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7709032.000000 Penalty: 3681.539062
	Iteration 50Q: 3 clusters Score -7709032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -7709044.500000 Penalty: 3681.539062
	Iteration 51Q: 3 clusters Score -7709044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -7709041.500000 Penalty: 3681.539062
	Iteration 52Q: 3 clusters Score -7709042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -7709048.000000 Penalty: 3681.539062
	Iteration 53Q: 3 clusters Score -7709048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -7709045.500000 Penalty: 3681.539062
	Iteration 54Q: 3 clusters Score -7709046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7709045.000000 Penalty: 3681.539062
	Iteration 55Q: 3 clusters Score -7709045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7709035.000000 Penalty: 3681.539062
	Iteration 56Q: 3 clusters Score -7709035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7709036.000000 Penalty: 3681.539062
	Iteration 57Q: 3 clusters Score -7709036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7709036.000000 Penalty: 3681.539062
	Iteration 58F: 3 clusters Score -7709036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Entering Unmasked Estep 
Score: -3702561.000000 Penalty: 1714.607056
	Iteration 0F: 2 clusters Score -3702561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3681068.750000 Penalty: 3429.214111
	Iteration 0F: 3 clusters Score -3681069 nChanged 17880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3691243.750000 Penalty: 3429.214111
	Iteration 1F: 3 clusters Score -3691244 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3691722.250000 Penalty: 3429.214111
	Iteration 2Q: 3 clusters Score -3691722 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3692202.750000 Penalty: 3429.214111
	Iteration 3Q: 3 clusters Score -3692203 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3692753.750000 Penalty: 3429.214111
	Iteration 4Q: 3 clusters Score -3692754 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3693346.750000 Penalty: 3429.214111
	Iteration 5Q: 3 clusters Score -3693347 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3693961.000000 Penalty: 3429.214111
	Iteration 6Q: 3 clusters Score -3693961 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3694695.750000 Penalty: 3429.214111
	Iteration 7Q: 3 clusters Score -3694696 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3695576.000000 Penalty: 3429.214111
	Iteration 8Q: 3 clusters Score -3695576 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3696570.000000 Penalty: 3429.214111
	Iteration 9Q: 3 clusters Score -3696570 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3697570.750000 Penalty: 3429.214111
	Iteration 10Q: 3 clusters Score -3697571 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3698220.000000 Penalty: 3429.214111
	Iteration 11Q: 3 clusters Score -3698220 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3698577.500000 Penalty: 3429.214111
	Iteration 12Q: 3 clusters Score -3698578 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3698733.250000 Penalty: 3429.214111
	Iteration 13Q: 3 clusters Score -3698733 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3698813.250000 Penalty: 3429.214111
	Iteration 14Q: 3 clusters Score -3698813 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3698877.500000 Penalty: 3429.214111
	Iteration 15Q: 3 clusters Score -3698878 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3698964.500000 Penalty: 3429.214111
	Iteration 16Q: 3 clusters Score -3698964 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3699023.000000 Penalty: 3429.214111
	Iteration 17Q: 3 clusters Score -3699023 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3699077.250000 Penalty: 3429.214111
	Iteration 18Q: 3 clusters Score -3699077 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3699137.250000 Penalty: 3429.214111
	Iteration 19Q: 3 clusters Score -3699137 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3699221.000000 Penalty: 3429.214111
	Iteration 20F: 3 clusters Score -3699221 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3699298.750000 Penalty: 3429.214111
	Iteration 21Q: 3 clusters Score -3699299 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3699386.000000 Penalty: 3429.214111
	Iteration 22Q: 3 clusters Score -3699386 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3699493.000000 Penalty: 3429.214111
	Iteration 23Q: 3 clusters Score -3699493 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3699607.750000 Penalty: 3429.214111
	Iteration 24Q: 3 clusters Score -3699608 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3699707.000000 Penalty: 3429.214111
	Iteration 25Q: 3 clusters Score -3699707 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3699837.750000 Penalty: 3429.214111
	Iteration 26Q: 3 clusters Score -3699838 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3699967.000000 Penalty: 3429.214111
	Iteration 27Q: 3 clusters Score -3699967 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3700116.250000 Penalty: 3429.214111
	Iteration 28Q: 3 clusters Score -3700116 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3700281.500000 Penalty: 3429.214111
	Iteration 29Q: 3 clusters Score -3700282 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3700479.500000 Penalty: 3429.214111
	Iteration 30Q: 3 clusters Score -3700480 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3700673.750000 Penalty: 3429.214111
	Iteration 31Q: 3 clusters Score -3700674 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3700878.500000 Penalty: 3429.214111
	Iteration 32Q: 3 clusters Score -3700878 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3701030.250000 Penalty: 3429.214111
	Iteration 33Q: 3 clusters Score -3701030 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3701173.500000 Penalty: 3429.214111
	Iteration 34Q: 3 clusters Score -3701174 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3701338.750000 Penalty: 3429.214111
	Iteration 35Q: 3 clusters Score -3701339 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3701494.750000 Penalty: 3429.214111
	Iteration 36Q: 3 clusters Score -3701495 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3701620.000000 Penalty: 3429.214111
	Iteration 37Q: 3 clusters Score -3701620 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3701806.750000 Penalty: 3429.214111
	Iteration 38Q: 3 clusters Score -3701807 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3702033.000000 Penalty: 3429.214111
	Iteration 39Q: 3 clusters Score -3702033 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3702327.750000 Penalty: 3429.214111
	Iteration 40F: 3 clusters Score -3702328 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3702625.500000 Penalty: 3429.214111
	Iteration 41Q: 3 clusters Score -3702626 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3702902.000000 Penalty: 3429.214111
	Iteration 42Q: 3 clusters Score -3702902 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3703221.250000 Penalty: 3429.214111
	Iteration 43Q: 3 clusters Score -3703221 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3703550.000000 Penalty: 3429.214111
	Iteration 44Q: 3 clusters Score -3703550 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3703852.750000 Penalty: 3429.214111
	Iteration 45Q: 3 clusters Score -3703853 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3704059.750000 Penalty: 3429.214111
	Iteration 46Q: 3 clusters Score -3704060 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3704214.750000 Penalty: 3429.214111
	Iteration 47Q: 3 clusters Score -3704215 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3704344.500000 Penalty: 3429.214111
	Iteration 48Q: 3 clusters Score -3704344 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3704490.000000 Penalty: 3429.214111
	Iteration 49Q: 3 clusters Score -3704490 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3704623.000000 Penalty: 3429.214111
	Iteration 50Q: 3 clusters Score -3704623 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3704833.250000 Penalty: 3429.214111
	Iteration 51Q: 3 clusters Score -3704833 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3705104.750000 Penalty: 3429.214111
	Iteration 52Q: 3 clusters Score -3705105 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3705372.500000 Penalty: 3429.214111
	Iteration 53Q: 3 clusters Score -3705372 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3705556.500000 Penalty: 3429.214111
	Iteration 54Q: 3 clusters Score -3705556 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3705680.000000 Penalty: 3429.214111
	Iteration 55Q: 3 clusters Score -3705680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3705767.750000 Penalty: 3429.214111
	Iteration 56Q: 3 clusters Score -3705768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3705841.250000 Penalty: 3429.214111
	Iteration 57Q: 3 clusters Score -3705841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3705874.500000 Penalty: 3429.214111
	Iteration 58Q: 3 clusters Score -3705874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3705892.750000 Penalty: 3429.214111
	Iteration 59Q: 3 clusters Score -3705893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3706434.000000 Penalty: 3429.214111
	Iteration 60F: 3 clusters Score -3706434 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3706934.250000 Penalty: 3429.214111
	Iteration 61Q: 3 clusters Score -3706934 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3707195.000000 Penalty: 3429.214111
	Iteration 62Q: 3 clusters Score -3707195 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3707351.750000 Penalty: 3429.214111
	Iteration 63Q: 3 clusters Score -3707352 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3707452.500000 Penalty: 3429.214111
	Iteration 64Q: 3 clusters Score -3707452 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3707510.750000 Penalty: 3429.214111
	Iteration 65Q: 3 clusters Score -3707511 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3707584.500000 Penalty: 3429.214111
	Iteration 66Q: 3 clusters Score -3707584 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3707646.250000 Penalty: 3429.214111
	Iteration 67Q: 3 clusters Score -3707646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3707693.250000 Penalty: 3429.214111
	Iteration 68Q: 3 clusters Score -3707693 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3707745.750000 Penalty: 3429.214111
	Iteration 69Q: 3 clusters Score -3707746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3707762.500000 Penalty: 3429.214111
	Iteration 70Q: 3 clusters Score -3707762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3707790.750000 Penalty: 3429.214111
	Iteration 71Q: 3 clusters Score -3707791 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3707803.750000 Penalty: 3429.214111
	Iteration 72Q: 3 clusters Score -3707804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3707825.000000 Penalty: 3429.214111
	Iteration 73Q: 3 clusters Score -3707825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3707835.750000 Penalty: 3429.214111
	Iteration 74Q: 3 clusters Score -3707836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3707835.500000 Penalty: 3429.214111
	Iteration 75Q: 3 clusters Score -3707836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3707849.500000 Penalty: 3429.214111
	Iteration 76Q: 3 clusters Score -3707850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3707851.750000 Penalty: 3429.214111
	Iteration 77Q: 3 clusters Score -3707852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3707864.000000 Penalty: 3429.214111
	Iteration 78Q: 3 clusters Score -3707864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3707869.000000 Penalty: 3429.214111
	Iteration 79Q: 3 clusters Score -3707869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3707881.000000 Penalty: 3429.214111
	Iteration 80F: 3 clusters Score -3707881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3707894.250000 Penalty: 3429.214111
	Iteration 81Q: 3 clusters Score -3707894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3707901.500000 Penalty: 3429.214111
	Iteration 82Q: 3 clusters Score -3707902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3707906.750000 Penalty: 3429.214111
	Iteration 83Q: 3 clusters Score -3707907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3707915.250000 Penalty: 3429.214111
	Iteration 84Q: 3 clusters Score -3707915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3707931.000000 Penalty: 3429.214111
	Iteration 85Q: 3 clusters Score -3707931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3707943.000000 Penalty: 3429.214111
	Iteration 86Q: 3 clusters Score -3707943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3707951.750000 Penalty: 3429.214111
	Iteration 87Q: 3 clusters Score -3707952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3707947.500000 Penalty: 3429.214111
	Iteration 88Q: 3 clusters Score -3707948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3707951.250000 Penalty: 3429.214111
	Iteration 89Q: 3 clusters Score -3707951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3707955.750000 Penalty: 3429.214111
	Iteration 90Q: 3 clusters Score -3707956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3707962.500000 Penalty: 3429.214111
	Iteration 91Q: 3 clusters Score -3707962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3707970.500000 Penalty: 3429.214111
	Iteration 92Q: 3 clusters Score -3707970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3707973.250000 Penalty: 3429.214111
	Iteration 93Q: 3 clusters Score -3707973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3707972.000000 Penalty: 3429.214111
	Iteration 94Q: 3 clusters Score -3707972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3707980.000000 Penalty: 3429.214111
	Iteration 95Q: 3 clusters Score -3707980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3707979.750000 Penalty: 3429.214111
	Iteration 96Q: 3 clusters Score -3707980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3707982.250000 Penalty: 3429.214111
	Iteration 97Q: 3 clusters Score -3707982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3707983.500000 Penalty: 3429.214111
	Iteration 98Q: 3 clusters Score -3707984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3707981.750000 Penalty: 3429.214111
	Iteration 99Q: 3 clusters Score -3707982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3707991.750000 Penalty: 3429.214111
	Iteration 100F: 3 clusters Score -3707992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3707990.750000 Penalty: 3429.214111
	Iteration 101Q: 3 clusters Score -3707991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3707990.250000 Penalty: 3429.214111
	Iteration 102Q: 3 clusters Score -3707990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3707991.000000 Penalty: 3429.214111
	Iteration 103Q: 3 clusters Score -3707991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3707990.750000 Penalty: 3429.214111
	Iteration 104Q: 3 clusters Score -3707991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3707986.000000 Penalty: 3429.214111
	Iteration 105Q: 3 clusters Score -3707986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3707987.500000 Penalty: 3429.214111
	Iteration 106Q: 3 clusters Score -3707988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3707984.250000 Penalty: 3429.214111
	Iteration 107Q: 3 clusters Score -3707984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3707983.250000 Penalty: 3429.214111
	Iteration 108Q: 3 clusters Score -3707983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3707979.000000 Penalty: 3429.214111
	Iteration 109Q: 3 clusters Score -3707979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3707979.250000 Penalty: 3429.214111
	Iteration 110Q: 3 clusters Score -3707979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3707985.500000 Penalty: 3429.214111
	Iteration 111Q: 3 clusters Score -3707986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3707985.000000 Penalty: 3429.214111
	Iteration 112Q: 3 clusters Score -3707985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3707985.000000 Penalty: 3429.214111
	Iteration 113F: 3 clusters Score -3707985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 1682 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 42550 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Entering Unmasked Estep 
Score: -49666424.000000 Penalty: 51502.503906
Splitting cluster 6 changes total score from -49645048.000000 to -49666424.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -132973.078125 Penalty: 1207.007568
	Iteration 0F: 2 clusters Score -132973.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -131147.031250 Penalty: 2414.015137
	Iteration 0F: 3 clusters Score -131147 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -131780.046875 Penalty: 2414.015137
	Iteration 1F: 3 clusters Score -131780 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -132076.625000 Penalty: 2414.015137
	Iteration 2F: 3 clusters Score -132076.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -132284.187500 Penalty: 2414.015137
	Iteration 3F: 3 clusters Score -132284.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -132497.000000 Penalty: 2414.015137
	Iteration 4F: 3 clusters Score -132497 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -132653.109375 Penalty: 2414.015137
	Iteration 5F: 3 clusters Score -132653.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -132777.156250 Penalty: 2414.015137
	Iteration 6F: 3 clusters Score -132777.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -132891.656250 Penalty: 2414.015137
	Iteration 7Q: 3 clusters Score -132891.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -132999.796875 Penalty: 2414.015137
	Iteration 8Q: 3 clusters Score -132999.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -133065.218750 Penalty: 2414.015137
	Iteration 9Q: 3 clusters Score -133065.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -133114.437500 Penalty: 2414.015137
	Iteration 10Q: 3 clusters Score -133114.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133145.281250 Penalty: 2414.015137
	Iteration 11Q: 3 clusters Score -133145.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133163.546875 Penalty: 2414.015137
	Iteration 12Q: 3 clusters Score -133163.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -133181.343750 Penalty: 2414.015137
	Iteration 13Q: 3 clusters Score -133181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133189.015625 Penalty: 2414.015137
	Iteration 14Q: 3 clusters Score -133189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -133192.875000 Penalty: 2414.015137
	Iteration 15Q: 3 clusters Score -133192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133195.218750 Penalty: 2414.015137
	Iteration 16Q: 3 clusters Score -133195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133196.078125 Penalty: 2414.015137
	Iteration 17Q: 3 clusters Score -133196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -133196.500000 Penalty: 2414.015137
	Iteration 18Q: 3 clusters Score -133196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -133211.906250 Penalty: 2414.015137
	Iteration 19F: 3 clusters Score -133211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133257.453125 Penalty: 2414.015137
	Iteration 20F: 3 clusters Score -133257.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133266.000000 Penalty: 2414.015137
	Iteration 21Q: 3 clusters Score -133266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -133270.281250 Penalty: 2414.015137
	Iteration 22Q: 3 clusters Score -133270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -133278.828125 Penalty: 2414.015137
	Iteration 23Q: 3 clusters Score -133278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133279.484375 Penalty: 2414.015137
	Iteration 24Q: 3 clusters Score -133279.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133279.484375 Penalty: 2414.015137
	Iteration 25F: 3 clusters Score -133279.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 42550 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Entering Unmasked Estep 
Score: -49665836.000000 Penalty: 53648.441406
Splitting cluster 7 changes total score from -49645048.000000 to -49665836.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (35079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Entering Unmasked Estep 
Score: -3208202.250000 Penalty: 1700.620605
	Iteration 0F: 2 clusters Score -3208202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3186251.250000 Penalty: 3401.241211
	Iteration 0F: 3 clusters Score -3186251 nChanged 16148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3196138.000000 Penalty: 3401.241211
	Iteration 1F: 3 clusters Score -3196138 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3197298.250000 Penalty: 3401.241211
	Iteration 2F: 3 clusters Score -3197298 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3198600.250000 Penalty: 3401.241211
	Iteration 3F: 3 clusters Score -3198600 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3199941.750000 Penalty: 3401.241211
	Iteration 4F: 3 clusters Score -3199942 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3201227.250000 Penalty: 3401.241211
	Iteration 5F: 3 clusters Score -3201227 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3202429.250000 Penalty: 3401.241211
	Iteration 6F: 3 clusters Score -3202429 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3203451.250000 Penalty: 3401.241211
	Iteration 7Q: 3 clusters Score -3203451 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3204333.000000 Penalty: 3401.241211
	Iteration 8Q: 3 clusters Score -3204333 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3205016.500000 Penalty: 3401.241211
	Iteration 9Q: 3 clusters Score -3205016 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3205485.250000 Penalty: 3401.241211
	Iteration 10Q: 3 clusters Score -3205485 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3205799.000000 Penalty: 3401.241211
	Iteration 11Q: 3 clusters Score -3205799 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3206041.250000 Penalty: 3401.241211
	Iteration 12Q: 3 clusters Score -3206041 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3206219.000000 Penalty: 3401.241211
	Iteration 13Q: 3 clusters Score -3206219 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3206363.500000 Penalty: 3401.241211
	Iteration 14Q: 3 clusters Score -3206364 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -3206502.250000 Penalty: 3401.241211
	Iteration 15Q: 3 clusters Score -3206502 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3206698.250000 Penalty: 3401.241211
	Iteration 16Q: 3 clusters Score -3206698 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3206868.250000 Penalty: 3401.241211
	Iteration 17Q: 3 clusters Score -3206868 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3206989.000000 Penalty: 3401.241211
	Iteration 18Q: 3 clusters Score -3206989 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3207106.500000 Penalty: 3401.241211
	Iteration 19Q: 3 clusters Score -3207106 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3207194.750000 Penalty: 3401.241211
	Iteration 20F: 3 clusters Score -3207195 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3207284.750000 Penalty: 3401.241211
	Iteration 21Q: 3 clusters Score -3207285 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -3207349.500000 Penalty: 3401.241211
	Iteration 22Q: 3 clusters Score -3207350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3207394.500000 Penalty: 3401.241211
	Iteration 23Q: 3 clusters Score -3207394 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -3207471.250000 Penalty: 3401.241211
	Iteration 24Q: 3 clusters Score -3207471 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3207510.750000 Penalty: 3401.241211
	Iteration 25Q: 3 clusters Score -3207511 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3207545.250000 Penalty: 3401.241211
	Iteration 26Q: 3 clusters Score -3207545 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -3207603.750000 Penalty: 3401.241211
	Iteration 27Q: 3 clusters Score -3207604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3207637.750000 Penalty: 3401.241211
	Iteration 28Q: 3 clusters Score -3207638 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3207671.250000 Penalty: 3401.241211
	Iteration 29Q: 3 clusters Score -3207671 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -3207721.000000 Penalty: 3401.241211
	Iteration 30Q: 3 clusters Score -3207721 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -3207756.500000 Penalty: 3401.241211
	Iteration 31Q: 3 clusters Score -3207756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -3207765.750000 Penalty: 3401.241211
	Iteration 32Q: 3 clusters Score -3207766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -3207790.250000 Penalty: 3401.241211
	Iteration 33Q: 3 clusters Score -3207790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -3207826.500000 Penalty: 3401.241211
	Iteration 34Q: 3 clusters Score -3207826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -3207847.250000 Penalty: 3401.241211
	Iteration 35Q: 3 clusters Score -3207847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3207852.500000 Penalty: 3401.241211
	Iteration 36Q: 3 clusters Score -3207852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3207862.500000 Penalty: 3401.241211
	Iteration 37Q: 3 clusters Score -3207862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3207873.750000 Penalty: 3401.241211
	Iteration 38Q: 3 clusters Score -3207874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -3207880.500000 Penalty: 3401.241211
	Iteration 39Q: 3 clusters Score -3207880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -3207892.750000 Penalty: 3401.241211
	Iteration 40F: 3 clusters Score -3207893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -3207907.000000 Penalty: 3401.241211
	Iteration 41Q: 3 clusters Score -3207907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3207920.750000 Penalty: 3401.241211
	Iteration 42Q: 3 clusters Score -3207921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -3207949.750000 Penalty: 3401.241211
	Iteration 43Q: 3 clusters Score -3207950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3207968.000000 Penalty: 3401.241211
	Iteration 44Q: 3 clusters Score -3207968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3207973.500000 Penalty: 3401.241211
	Iteration 45Q: 3 clusters Score -3207974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3207992.000000 Penalty: 3401.241211
	Iteration 46Q: 3 clusters Score -3207992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -3208001.000000 Penalty: 3401.241211
	Iteration 47Q: 3 clusters Score -3208001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -3208018.750000 Penalty: 3401.241211
	Iteration 48Q: 3 clusters Score -3208019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -3208041.750000 Penalty: 3401.241211
	Iteration 49Q: 3 clusters Score -3208042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -3208054.000000 Penalty: 3401.241211
	Iteration 50Q: 3 clusters Score -3208054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -3208062.500000 Penalty: 3401.241211
	Iteration 51Q: 3 clusters Score -3208062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3208071.750000 Penalty: 3401.241211
	Iteration 52Q: 3 clusters Score -3208072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -3208071.750000 Penalty: 3401.241211
	Iteration 53Q: 3 clusters Score -3208072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -3208077.750000 Penalty: 3401.241211
	Iteration 54Q: 3 clusters Score -3208078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3208080.250000 Penalty: 3401.241211
	Iteration 55Q: 3 clusters Score -3208080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -3208089.500000 Penalty: 3401.241211
	Iteration 56Q: 3 clusters Score -3208090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -3208094.000000 Penalty: 3401.241211
	Iteration 57Q: 3 clusters Score -3208094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -3208092.500000 Penalty: 3401.241211
	Iteration 58Q: 3 clusters Score -3208092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -3208091.000000 Penalty: 3401.241211
	Iteration 59Q: 3 clusters Score -3208091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3208093.750000 Penalty: 3401.241211
	Iteration 60F: 3 clusters Score -3208094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3208092.750000 Penalty: 3401.241211
	Iteration 61Q: 3 clusters Score -3208093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3208094.500000 Penalty: 3401.241211
	Iteration 62Q: 3 clusters Score -3208094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3208093.250000 Penalty: 3401.241211
	Iteration 63Q: 3 clusters Score -3208093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3208096.000000 Penalty: 3401.241211
	Iteration 64Q: 3 clusters Score -3208096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3208096.000000 Penalty: 3401.241211
	Iteration 65F: 3 clusters Score -3208096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Entering Unmasked Estep 
Score: -3985409.750000 Penalty: 1731.995605
	Iteration 0F: 2 clusters Score -3985410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3962148.250000 Penalty: 3463.991211
	Iteration 0F: 3 clusters Score -3962148 nChanged 19844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3973568.750000 Penalty: 3463.991211
	Iteration 1F: 3 clusters Score -3973569 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3974402.000000 Penalty: 3463.991211
	Iteration 2Q: 3 clusters Score -3974402 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3975507.500000 Penalty: 3463.991211
	Iteration 3F: 3 clusters Score -3975508 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3976896.250000 Penalty: 3463.991211
	Iteration 4F: 3 clusters Score -3976896 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3978548.000000 Penalty: 3463.991211
	Iteration 5F: 3 clusters Score -3978548 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3980335.500000 Penalty: 3463.991211
	Iteration 6F: 3 clusters Score -3980336 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3982193.250000 Penalty: 3463.991211
	Iteration 7F: 3 clusters Score -3982193 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3983974.500000 Penalty: 3463.991211
	Iteration 8F: 3 clusters Score -3983974 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -3985342.250000 Penalty: 3463.991211
	Iteration 9Q: 3 clusters Score -3985342 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -3986284.500000 Penalty: 3463.991211
	Iteration 10Q: 3 clusters Score -3986284 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -3986966.750000 Penalty: 3463.991211
	Iteration 11Q: 3 clusters Score -3986967 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3987403.750000 Penalty: 3463.991211
	Iteration 12Q: 3 clusters Score -3987404 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -3987645.000000 Penalty: 3463.991211
	Iteration 13Q: 3 clusters Score -3987645 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -3987786.250000 Penalty: 3463.991211
	Iteration 14Q: 3 clusters Score -3987786 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3987912.250000 Penalty: 3463.991211
	Iteration 15Q: 3 clusters Score -3987912 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -3988000.250000 Penalty: 3463.991211
	Iteration 16Q: 3 clusters Score -3988000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -3988053.000000 Penalty: 3463.991211
	Iteration 17Q: 3 clusters Score -3988053 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -3988094.250000 Penalty: 3463.991211
	Iteration 18Q: 3 clusters Score -3988094 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -3988149.750000 Penalty: 3463.991211
	Iteration 19Q: 3 clusters Score -3988150 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -3988196.250000 Penalty: 3463.991211
	Iteration 20F: 3 clusters Score -3988196 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -3988212.000000 Penalty: 3463.991211
	Iteration 21Q: 3 clusters Score -3988212 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -3988231.750000 Penalty: 3463.991211
	Iteration 22Q: 3 clusters Score -3988232 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -3988244.250000 Penalty: 3463.991211
	Iteration 23Q: 3 clusters Score -3988244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -3988266.250000 Penalty: 3463.991211
	Iteration 24Q: 3 clusters Score -3988266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -3988265.500000 Penalty: 3463.991211
	Iteration 25Q: 3 clusters Score -3988266 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -3988243.750000 Penalty: 3463.991211
	Iteration 26Q: 3 clusters Score -3988244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -3988236.000000 Penalty: 3463.991211
	Iteration 27Q: 3 clusters Score -3988236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -3988230.750000 Penalty: 3463.991211
	Iteration 28Q: 3 clusters Score -3988231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -3988210.000000 Penalty: 3463.991211
	Iteration 29Q: 3 clusters Score -3988210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -3988217.000000 Penalty: 3463.991211
	Iteration 30Q: 3 clusters Score -3988217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -3988210.000000 Penalty: 3463.991211
	Iteration 31Q: 3 clusters Score -3988210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -3988194.500000 Penalty: 3463.991211
	Iteration 32Q: 3 clusters Score -3988194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -3988187.000000 Penalty: 3463.991211
	Iteration 33Q: 3 clusters Score -3988187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -3988183.500000 Penalty: 3463.991211
	Iteration 34Q: 3 clusters Score -3988184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -3988178.500000 Penalty: 3463.991211
	Iteration 35Q: 3 clusters Score -3988178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3988178.500000 Penalty: 3463.991211
	Iteration 36Q: 3 clusters Score -3988178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -3988175.250000 Penalty: 3463.991211
	Iteration 37Q: 3 clusters Score -3988175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -3988156.250000 Penalty: 3463.991211
	Iteration 38Q: 3 clusters Score -3988156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -3988146.000000 Penalty: 3463.991211
	Iteration 39Q: 3 clusters Score -3988146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -3988153.000000 Penalty: 3463.991211
	Iteration 40F: 3 clusters Score -3988153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -3988144.000000 Penalty: 3463.991211
	Iteration 41Q: 3 clusters Score -3988144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -3988144.250000 Penalty: 3463.991211
	Iteration 42Q: 3 clusters Score -3988144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -3988143.750000 Penalty: 3463.991211
	Iteration 43Q: 3 clusters Score -3988144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3988146.000000 Penalty: 3463.991211
	Iteration 44Q: 3 clusters Score -3988146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -3988145.250000 Penalty: 3463.991211
	Iteration 45Q: 3 clusters Score -3988145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -3988137.750000 Penalty: 3463.991211
	Iteration 46Q: 3 clusters Score -3988138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -3988134.750000 Penalty: 3463.991211
	Iteration 47Q: 3 clusters Score -3988135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -3988129.000000 Penalty: 3463.991211
	Iteration 48Q: 3 clusters Score -3988129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -3988121.750000 Penalty: 3463.991211
	Iteration 49Q: 3 clusters Score -3988122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -3988130.500000 Penalty: 3463.991211
	Iteration 50Q: 3 clusters Score -3988130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -3988128.250000 Penalty: 3463.991211
	Iteration 51Q: 3 clusters Score -3988128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -3988128.250000 Penalty: 3463.991211
	Iteration 52Q: 3 clusters Score -3988128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -3988133.250000 Penalty: 3463.991211
	Iteration 53Q: 3 clusters Score -3988133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -3988128.000000 Penalty: 3463.991211
	Iteration 54Q: 3 clusters Score -3988128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -3988128.000000 Penalty: 3463.991211
	Iteration 55Q: 3 clusters Score -3988128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -3988128.000000 Penalty: 3463.991211
	Iteration 56F: 3 clusters Score -3988128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Entering Unmasked Estep 
Score: -49667996.000000 Penalty: 55794.378906
Splitting cluster 9 changes total score from -49645048.000000 to -49667996.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -565802.875000 Penalty: 1421.677002
	Iteration 0F: 2 clusters Score -565802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -560997.562500 Penalty: 2843.354004
	Iteration 0F: 3 clusters Score -560997.6 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -562726.000000 Penalty: 2843.354004
	Iteration 1F: 3 clusters Score -562726 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -563247.562500 Penalty: 2843.354004
	Iteration 2F: 3 clusters Score -563247.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -563754.000000 Penalty: 2843.354004
	Iteration 3F: 3 clusters Score -563754 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -564266.750000 Penalty: 2843.354004
	Iteration 4F: 3 clusters Score -564266.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -564810.937500 Penalty: 2843.354004
	Iteration 5F: 3 clusters Score -564810.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -565276.375000 Penalty: 2843.354004
	Iteration 6F: 3 clusters Score -565276.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -565691.625000 Penalty: 2843.354004
	Iteration 7F: 3 clusters Score -565691.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -566044.000000 Penalty: 2843.354004
	Iteration 8F: 3 clusters Score -566044 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -566274.875000 Penalty: 2843.354004
	Iteration 9Q: 3 clusters Score -566274.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -566407.812500 Penalty: 2843.354004
	Iteration 10Q: 3 clusters Score -566407.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -566477.250000 Penalty: 2843.354004
	Iteration 11Q: 3 clusters Score -566477.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -566510.187500 Penalty: 2843.354004
	Iteration 12Q: 3 clusters Score -566510.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -566530.000000 Penalty: 2843.354004
	Iteration 13Q: 3 clusters Score -566530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -566544.375000 Penalty: 2843.354004
	Iteration 14Q: 3 clusters Score -566544.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -566558.125000 Penalty: 2843.354004
	Iteration 15Q: 3 clusters Score -566558.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -566573.125000 Penalty: 2843.354004
	Iteration 16Q: 3 clusters Score -566573.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -566584.562500 Penalty: 2843.354004
	Iteration 17Q: 3 clusters Score -566584.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -566594.562500 Penalty: 2843.354004
	Iteration 18Q: 3 clusters Score -566594.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -566602.312500 Penalty: 2843.354004
	Iteration 19Q: 3 clusters Score -566602.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -566606.187500 Penalty: 2843.354004
	Iteration 20F: 3 clusters Score -566606.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -566609.000000 Penalty: 2843.354004
	Iteration 21Q: 3 clusters Score -566609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -566610.312500 Penalty: 2843.354004
	Iteration 22Q: 3 clusters Score -566610.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -566614.062500 Penalty: 2843.354004
	Iteration 23Q: 3 clusters Score -566614.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -566618.125000 Penalty: 2843.354004
	Iteration 24Q: 3 clusters Score -566618.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -566620.625000 Penalty: 2843.354004
	Iteration 25Q: 3 clusters Score -566620.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -566624.625000 Penalty: 2843.354004
	Iteration 26Q: 3 clusters Score -566624.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -566627.187500 Penalty: 2843.354004
	Iteration 27Q: 3 clusters Score -566627.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -566631.312500 Penalty: 2843.354004
	Iteration 28Q: 3 clusters Score -566631.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -566632.937500 Penalty: 2843.354004
	Iteration 29Q: 3 clusters Score -566632.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -566636.312500 Penalty: 2843.354004
	Iteration 30Q: 3 clusters Score -566636.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -566638.187500 Penalty: 2843.354004
	Iteration 31Q: 3 clusters Score -566638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -566640.875000 Penalty: 2843.354004
	Iteration 32Q: 3 clusters Score -566640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -566640.312500 Penalty: 2843.354004
	Iteration 33Q: 3 clusters Score -566640.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -566642.312500 Penalty: 2843.354004
	Iteration 34Q: 3 clusters Score -566642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -566642.312500 Penalty: 2843.354004
	Iteration 35F: 3 clusters Score -566642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Entering Unmasked Estep 
Score: -49668064.000000 Penalty: 57940.316406
Splitting cluster 10 changes total score from -49645048.000000 to -49668064.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -698838.312500 Penalty: 1458.395996
	Iteration 0F: 2 clusters Score -698838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -693079.812500 Penalty: 2916.791992
	Iteration 0F: 3 clusters Score -693079.8 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -695918.187500 Penalty: 2916.791992
	Iteration 1F: 3 clusters Score -695918.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -697522.312500 Penalty: 2916.791992
	Iteration 2F: 3 clusters Score -697522.3 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -699034.125000 Penalty: 2916.791992
	Iteration 3F: 3 clusters Score -699034.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -700411.375000 Penalty: 2916.791992
	Iteration 4F: 3 clusters Score -700411.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -701448.562500 Penalty: 2916.791992
	Iteration 5F: 3 clusters Score -701448.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -701932.812500 Penalty: 2916.791992
	Iteration 6F: 3 clusters Score -701932.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -702138.937500 Penalty: 2916.791992
	Iteration 7Q: 3 clusters Score -702138.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -702227.000000 Penalty: 2916.791992
	Iteration 8Q: 3 clusters Score -702227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -702271.500000 Penalty: 2916.791992
	Iteration 9Q: 3 clusters Score -702271.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -702295.750000 Penalty: 2916.791992
	Iteration 10Q: 3 clusters Score -702295.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -702308.250000 Penalty: 2916.791992
	Iteration 11Q: 3 clusters Score -702308.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -702316.625000 Penalty: 2916.791992
	Iteration 12Q: 3 clusters Score -702316.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -702320.375000 Penalty: 2916.791992
	Iteration 13Q: 3 clusters Score -702320.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -702324.562500 Penalty: 2916.791992
	Iteration 14Q: 3 clusters Score -702324.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -702324.812500 Penalty: 2916.791992
	Iteration 15Q: 3 clusters Score -702324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -702326.187500 Penalty: 2916.791992
	Iteration 16Q: 3 clusters Score -702326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -702327.625000 Penalty: 2916.791992
	Iteration 17Q: 3 clusters Score -702327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -702328.437500 Penalty: 2916.791992
	Iteration 18Q: 3 clusters Score -702328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -702327.375000 Penalty: 2916.791992
	Iteration 19Q: 3 clusters Score -702327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -702328.750000 Penalty: 2916.791992
	Iteration 20F: 3 clusters Score -702328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -702329.687500 Penalty: 2916.791992
	Iteration 21Q: 3 clusters Score -702329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -702329.687500 Penalty: 2916.791992
	Iteration 22F: 3 clusters Score -702329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Entering Unmasked Estep 
Score: -49670876.000000 Penalty: 60086.253906
Splitting cluster 12 changes total score from -49645048.000000 to -49670876.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (12616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Entering Unmasked Estep 
Score: -1146545.875000 Penalty: 1534.442261
	Iteration 0F: 2 clusters Score -1146546 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 6324 members 
Entering Unmasked Estep 
Score: -1137723.750000 Penalty: 3068.884521
	Iteration 0F: 3 clusters Score -1137724 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1141339.750000 Penalty: 3068.884521
	Iteration 1F: 3 clusters Score -1141340 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1142333.375000 Penalty: 3068.884521
	Iteration 2F: 3 clusters Score -1142333 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1143349.875000 Penalty: 3068.884521
	Iteration 3F: 3 clusters Score -1143350 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1144287.500000 Penalty: 3068.884521
	Iteration 4F: 3 clusters Score -1144288 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1145068.625000 Penalty: 3068.884521
	Iteration 5F: 3 clusters Score -1145069 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1145628.625000 Penalty: 3068.884521
	Iteration 6F: 3 clusters Score -1145629 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1145986.000000 Penalty: 3068.884521
	Iteration 7Q: 3 clusters Score -1145986 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1146168.875000 Penalty: 3068.884521
	Iteration 8Q: 3 clusters Score -1146169 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1146298.000000 Penalty: 3068.884521
	Iteration 9Q: 3 clusters Score -1146298 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1146399.125000 Penalty: 3068.884521
	Iteration 10Q: 3 clusters Score -1146399 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1146506.875000 Penalty: 3068.884521
	Iteration 11Q: 3 clusters Score -1146507 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1146627.000000 Penalty: 3068.884521
	Iteration 12Q: 3 clusters Score -1146627 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1146793.000000 Penalty: 3068.884521
	Iteration 13Q: 3 clusters Score -1146793 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1147040.250000 Penalty: 3068.884521
	Iteration 14Q: 3 clusters Score -1147040 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1147267.250000 Penalty: 3068.884521
	Iteration 15Q: 3 clusters Score -1147267 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1147506.250000 Penalty: 3068.884521
	Iteration 16Q: 3 clusters Score -1147506 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1147641.875000 Penalty: 3068.884521
	Iteration 17Q: 3 clusters Score -1147642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1147687.500000 Penalty: 3068.884521
	Iteration 18Q: 3 clusters Score -1147688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1147705.125000 Penalty: 3068.884521
	Iteration 19Q: 3 clusters Score -1147705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1147710.000000 Penalty: 3068.884521
	Iteration 20F: 3 clusters Score -1147710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1147714.875000 Penalty: 3068.884521
	Iteration 21Q: 3 clusters Score -1147715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1147715.250000 Penalty: 3068.884521
	Iteration 22Q: 3 clusters Score -1147715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1147716.125000 Penalty: 3068.884521
	Iteration 23Q: 3 clusters Score -1147716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1147717.750000 Penalty: 3068.884521
	Iteration 24Q: 3 clusters Score -1147718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1147717.875000 Penalty: 3068.884521
	Iteration 25Q: 3 clusters Score -1147718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1147715.625000 Penalty: 3068.884521
	Iteration 26Q: 3 clusters Score -1147716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1147720.000000 Penalty: 3068.884521
	Iteration 27Q: 3 clusters Score -1147720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1147720.375000 Penalty: 3068.884521
	Iteration 28Q: 3 clusters Score -1147720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1147720.875000 Penalty: 3068.884521
	Iteration 29Q: 3 clusters Score -1147721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1147717.750000 Penalty: 3068.884521
	Iteration 30Q: 3 clusters Score -1147718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1147718.500000 Penalty: 3068.884521
	Iteration 31Q: 3 clusters Score -1147718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1147719.875000 Penalty: 3068.884521
	Iteration 32Q: 3 clusters Score -1147720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1147720.375000 Penalty: 3068.884521
	Iteration 33Q: 3 clusters Score -1147720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1147720.375000 Penalty: 3068.884521
	Iteration 34Q: 3 clusters Score -1147720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1147720.250000 Penalty: 3068.884521
	Iteration 35Q: 3 clusters Score -1147720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1147720.500000 Penalty: 3068.884521
	Iteration 36Q: 3 clusters Score -1147720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1147719.750000 Penalty: 3068.884521
	Iteration 37Q: 3 clusters Score -1147720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1147719.500000 Penalty: 3068.884521
	Iteration 38Q: 3 clusters Score -1147720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1147720.625000 Penalty: 3068.884521
	Iteration 39Q: 3 clusters Score -1147721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1147720.875000 Penalty: 3068.884521
	Iteration 40F: 3 clusters Score -1147721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1147723.375000 Penalty: 3068.884521
	Iteration 41Q: 3 clusters Score -1147723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1147723.375000 Penalty: 3068.884521
	Iteration 42F: 3 clusters Score -1147723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 5686 members 
Entering Unmasked Estep 
Score: -49671256.000000 Penalty: 62232.195312
Splitting cluster 13 changes total score from -49645048.000000 to -49671256.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -686855.625000 Penalty: 1452.745728
	Iteration 0F: 2 clusters Score -686855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -681295.625000 Penalty: 2905.491455
	Iteration 0F: 3 clusters Score -681295.6 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -683158.687500 Penalty: 2905.491455
	Iteration 1F: 3 clusters Score -683158.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -683778.250000 Penalty: 2905.491455
	Iteration 2F: 3 clusters Score -683778.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -684372.312500 Penalty: 2905.491455
	Iteration 3F: 3 clusters Score -684372.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -685059.500000 Penalty: 2905.491455
	Iteration 4F: 3 clusters Score -685059.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -685648.250000 Penalty: 2905.491455
	Iteration 5F: 3 clusters Score -685648.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -686019.750000 Penalty: 2905.491455
	Iteration 6F: 3 clusters Score -686019.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -686271.750000 Penalty: 2905.491455
	Iteration 7Q: 3 clusters Score -686271.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -686463.375000 Penalty: 2905.491455
	Iteration 8Q: 3 clusters Score -686463.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -686590.812500 Penalty: 2905.491455
	Iteration 9Q: 3 clusters Score -686590.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -686685.750000 Penalty: 2905.491455
	Iteration 10Q: 3 clusters Score -686685.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -686754.937500 Penalty: 2905.491455
	Iteration 11Q: 3 clusters Score -686754.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -686810.062500 Penalty: 2905.491455
	Iteration 12Q: 3 clusters Score -686810.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -686847.000000 Penalty: 2905.491455
	Iteration 13Q: 3 clusters Score -686847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -686868.125000 Penalty: 2905.491455
	Iteration 14Q: 3 clusters Score -686868.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -686890.750000 Penalty: 2905.491455
	Iteration 15Q: 3 clusters Score -686890.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -686909.250000 Penalty: 2905.491455
	Iteration 16Q: 3 clusters Score -686909.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -686926.812500 Penalty: 2905.491455
	Iteration 17Q: 3 clusters Score -686926.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -686937.062500 Penalty: 2905.491455
	Iteration 18Q: 3 clusters Score -686937.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -686952.312500 Penalty: 2905.491455
	Iteration 19Q: 3 clusters Score -686952.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -686962.562500 Penalty: 2905.491455
	Iteration 20F: 3 clusters Score -686962.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -686970.875000 Penalty: 2905.491455
	Iteration 21Q: 3 clusters Score -686970.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -686978.000000 Penalty: 2905.491455
	Iteration 22Q: 3 clusters Score -686978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -686988.750000 Penalty: 2905.491455
	Iteration 23Q: 3 clusters Score -686988.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -686997.250000 Penalty: 2905.491455
	Iteration 24Q: 3 clusters Score -686997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -686999.687500 Penalty: 2905.491455
	Iteration 25Q: 3 clusters Score -686999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -687001.375000 Penalty: 2905.491455
	Iteration 26Q: 3 clusters Score -687001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -687003.875000 Penalty: 2905.491455
	Iteration 27Q: 3 clusters Score -687003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -687001.187500 Penalty: 2905.491455
	Iteration 28Q: 3 clusters Score -687001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -687002.000000 Penalty: 2905.491455
	Iteration 29Q: 3 clusters Score -687002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -687003.062500 Penalty: 2905.491455
	Iteration 30Q: 3 clusters Score -687003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -687003.375000 Penalty: 2905.491455
	Iteration 31Q: 3 clusters Score -687003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -687003.750000 Penalty: 2905.491455
	Iteration 32Q: 3 clusters Score -687003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -687004.687500 Penalty: 2905.491455
	Iteration 33Q: 3 clusters Score -687004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -687003.562500 Penalty: 2905.491455
	Iteration 34Q: 3 clusters Score -687003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -687003.562500 Penalty: 2905.491455
	Iteration 35F: 3 clusters Score -687003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 838 members 
Entering Unmasked Estep 
Score: -49670740.000000 Penalty: 64378.132812
Splitting cluster 14 changes total score from -49645048.000000 to -49670740.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -316734.468750 Penalty: 1327.194702
	Iteration 0F: 2 clusters Score -316734.5 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 1735 members 
Entering Unmasked Estep 
Score: -313710.062500 Penalty: 2654.389404
	Iteration 0F: 3 clusters Score -313710.1 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -314718.312500 Penalty: 2654.389404
	Iteration 1F: 3 clusters Score -314718.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -315748.593750 Penalty: 2654.389404
	Iteration 2F: 3 clusters Score -315748.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -316566.625000 Penalty: 2654.389404
	Iteration 3F: 3 clusters Score -316566.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -316846.875000 Penalty: 2654.389404
	Iteration 4F: 3 clusters Score -316846.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -316948.937500 Penalty: 2654.389404
	Iteration 5Q: 3 clusters Score -316948.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -317018.468750 Penalty: 2654.389404
	Iteration 6Q: 3 clusters Score -317018.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -317055.031250 Penalty: 2654.389404
	Iteration 7Q: 3 clusters Score -317055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -317085.781250 Penalty: 2654.389404
	Iteration 8Q: 3 clusters Score -317085.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -317106.125000 Penalty: 2654.389404
	Iteration 9Q: 3 clusters Score -317106.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -317115.406250 Penalty: 2654.389404
	Iteration 10Q: 3 clusters Score -317115.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -317124.468750 Penalty: 2654.389404
	Iteration 11Q: 3 clusters Score -317124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -317130.593750 Penalty: 2654.389404
	Iteration 12Q: 3 clusters Score -317130.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -317136.062500 Penalty: 2654.389404
	Iteration 13Q: 3 clusters Score -317136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -317141.500000 Penalty: 2654.389404
	Iteration 14Q: 3 clusters Score -317141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -317148.468750 Penalty: 2654.389404
	Iteration 15Q: 3 clusters Score -317148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -317155.281250 Penalty: 2654.389404
	Iteration 16Q: 3 clusters Score -317155.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -317163.000000 Penalty: 2654.389404
	Iteration 17Q: 3 clusters Score -317163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -317171.406250 Penalty: 2654.389404
	Iteration 18Q: 3 clusters Score -317171.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -317178.750000 Penalty: 2654.389404
	Iteration 19Q: 3 clusters Score -317178.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -317190.031250 Penalty: 2654.389404
	Iteration 20F: 3 clusters Score -317190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -317201.281250 Penalty: 2654.389404
	Iteration 21Q: 3 clusters Score -317201.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -317213.218750 Penalty: 2654.389404
	Iteration 22Q: 3 clusters Score -317213.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -317233.968750 Penalty: 2654.389404
	Iteration 23Q: 3 clusters Score -317234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -317252.531250 Penalty: 2654.389404
	Iteration 24Q: 3 clusters Score -317252.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -317270.000000 Penalty: 2654.389404
	Iteration 25Q: 3 clusters Score -317270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317282.437500 Penalty: 2654.389404
	Iteration 26Q: 3 clusters Score -317282.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317292.218750 Penalty: 2654.389404
	Iteration 27Q: 3 clusters Score -317292.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -317302.156250 Penalty: 2654.389404
	Iteration 28Q: 3 clusters Score -317302.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -317312.093750 Penalty: 2654.389404
	Iteration 29Q: 3 clusters Score -317312.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -317319.750000 Penalty: 2654.389404
	Iteration 30Q: 3 clusters Score -317319.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -317328.187500 Penalty: 2654.389404
	Iteration 31Q: 3 clusters Score -317328.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -317334.718750 Penalty: 2654.389404
	Iteration 32Q: 3 clusters Score -317334.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -317338.500000 Penalty: 2654.389404
	Iteration 33Q: 3 clusters Score -317338.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -317341.218750 Penalty: 2654.389404
	Iteration 34Q: 3 clusters Score -317341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -317343.750000 Penalty: 2654.389404
	Iteration 35Q: 3 clusters Score -317343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -317348.531250 Penalty: 2654.389404
	Iteration 36Q: 3 clusters Score -317348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -317352.750000 Penalty: 2654.389404
	Iteration 37Q: 3 clusters Score -317352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -317357.343750 Penalty: 2654.389404
	Iteration 38Q: 3 clusters Score -317357.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -317360.468750 Penalty: 2654.389404
	Iteration 39Q: 3 clusters Score -317360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -317362.562500 Penalty: 2654.389404
	Iteration 40F: 3 clusters Score -317362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -317363.062500 Penalty: 2654.389404
	Iteration 41Q: 3 clusters Score -317363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -317364.375000 Penalty: 2654.389404
	Iteration 42Q: 3 clusters Score -317364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -317367.187500 Penalty: 2654.389404
	Iteration 43Q: 3 clusters Score -317367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -317368.093750 Penalty: 2654.389404
	Iteration 44Q: 3 clusters Score -317368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -317371.531250 Penalty: 2654.389404
	Iteration 45Q: 3 clusters Score -317371.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -317373.687500 Penalty: 2654.389404
	Iteration 46Q: 3 clusters Score -317373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -317375.718750 Penalty: 2654.389404
	Iteration 47Q: 3 clusters Score -317375.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -317377.156250 Penalty: 2654.389404
	Iteration 48Q: 3 clusters Score -317377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -317378.968750 Penalty: 2654.389404
	Iteration 49Q: 3 clusters Score -317379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -317379.468750 Penalty: 2654.389404
	Iteration 50Q: 3 clusters Score -317379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -317380.906250 Penalty: 2654.389404
	Iteration 51Q: 3 clusters Score -317380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -317381.687500 Penalty: 2654.389404
	Iteration 52Q: 3 clusters Score -317381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -317382.843750 Penalty: 2654.389404
	Iteration 53Q: 3 clusters Score -317382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -317384.812500 Penalty: 2654.389404
	Iteration 54Q: 3 clusters Score -317384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -317387.187500 Penalty: 2654.389404
	Iteration 55Q: 3 clusters Score -317387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -317388.125000 Penalty: 2654.389404
	Iteration 56Q: 3 clusters Score -317388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -317388.468750 Penalty: 2654.389404
	Iteration 57Q: 3 clusters Score -317388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -317388.187500 Penalty: 2654.389404
	Iteration 58Q: 3 clusters Score -317388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -317389.312500 Penalty: 2654.389404
	Iteration 59Q: 3 clusters Score -317389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -317389.625000 Penalty: 2654.389404
	Iteration 60F: 3 clusters Score -317389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -317390.718750 Penalty: 2654.389404
	Iteration 61Q: 3 clusters Score -317390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -317391.437500 Penalty: 2654.389404
	Iteration 62Q: 3 clusters Score -317391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -317392.875000 Penalty: 2654.389404
	Iteration 63Q: 3 clusters Score -317392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -317393.343750 Penalty: 2654.389404
	Iteration 64Q: 3 clusters Score -317393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -317393.875000 Penalty: 2654.389404
	Iteration 65Q: 3 clusters Score -317393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -317394.468750 Penalty: 2654.389404
	Iteration 66Q: 3 clusters Score -317394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -317394.468750 Penalty: 2654.389404
	Iteration 67F: 3 clusters Score -317394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1703 members 
Entering Unmasked Estep 
Score: -49670576.000000 Penalty: 66524.070312
Splitting cluster 15 changes total score from -49645048.000000 to -49670576.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (85111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Entering Unmasked Estep 
Score: -8142109.500000 Penalty: 1844.653076
	Iteration 0F: 2 clusters Score -8142110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8082029.500000 Penalty: 3689.306152
	Iteration 0F: 3 clusters Score -8082030 nChanged 40847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8105526.500000 Penalty: 3689.306152
	Iteration 1F: 3 clusters Score -8105526 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -8106305.000000 Penalty: 3689.306152
	Iteration 2F: 3 clusters Score -8106305 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -8107667.500000 Penalty: 3689.306152
	Iteration 3Q: 3 clusters Score -8107668 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -8109784.500000 Penalty: 3689.306152
	Iteration 4F: 3 clusters Score -8109784 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -8112427.000000 Penalty: 3689.306152
	Iteration 5F: 3 clusters Score -8112427 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -8115099.000000 Penalty: 3689.306152
	Iteration 6F: 3 clusters Score -8115099 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -8117542.500000 Penalty: 3689.306152
	Iteration 7F: 3 clusters Score -8117542 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -8119685.500000 Penalty: 3689.306152
	Iteration 8F: 3 clusters Score -8119686 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -8121345.000000 Penalty: 3689.306152
	Iteration 9Q: 3 clusters Score -8121345 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -8122220.000000 Penalty: 3689.306152
	Iteration 10Q: 3 clusters Score -8122220 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -8122534.500000 Penalty: 3689.306152
	Iteration 11Q: 3 clusters Score -8122534 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -8122698.500000 Penalty: 3689.306152
	Iteration 12Q: 3 clusters Score -8122698 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -8123013.000000 Penalty: 3689.306152
	Iteration 13Q: 3 clusters Score -8123013 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -8123615.500000 Penalty: 3689.306152
	Iteration 14Q: 3 clusters Score -8123616 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -8124413.000000 Penalty: 3689.306152
	Iteration 15Q: 3 clusters Score -8124413 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -8124903.000000 Penalty: 3689.306152
	Iteration 16Q: 3 clusters Score -8124903 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8125156.000000 Penalty: 3689.306152
	Iteration 17Q: 3 clusters Score -8125156 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -8125420.500000 Penalty: 3689.306152
	Iteration 18Q: 3 clusters Score -8125420 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -8125571.000000 Penalty: 3689.306152
	Iteration 19Q: 3 clusters Score -8125571 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8125800.000000 Penalty: 3689.306152
	Iteration 20F: 3 clusters Score -8125800 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8126027.500000 Penalty: 3689.306152
	Iteration 21Q: 3 clusters Score -8126028 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -8126186.000000 Penalty: 3689.306152
	Iteration 22Q: 3 clusters Score -8126186 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -8126397.000000 Penalty: 3689.306152
	Iteration 23Q: 3 clusters Score -8126397 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -8126532.500000 Penalty: 3689.306152
	Iteration 24Q: 3 clusters Score -8126532 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8126698.000000 Penalty: 3689.306152
	Iteration 25Q: 3 clusters Score -8126698 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -8126878.000000 Penalty: 3689.306152
	Iteration 26Q: 3 clusters Score -8126878 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -8126989.000000 Penalty: 3689.306152
	Iteration 27Q: 3 clusters Score -8126989 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -8127114.000000 Penalty: 3689.306152
	Iteration 28Q: 3 clusters Score -8127114 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8127256.500000 Penalty: 3689.306152
	Iteration 29Q: 3 clusters Score -8127256 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -8127484.000000 Penalty: 3689.306152
	Iteration 30Q: 3 clusters Score -8127484 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -8127656.000000 Penalty: 3689.306152
	Iteration 31Q: 3 clusters Score -8127656 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8127842.500000 Penalty: 3689.306152
	Iteration 32Q: 3 clusters Score -8127842 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -8127946.500000 Penalty: 3689.306152
	Iteration 33Q: 3 clusters Score -8127946 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8128086.000000 Penalty: 3689.306152
	Iteration 34Q: 3 clusters Score -8128086 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -8128174.000000 Penalty: 3689.306152
	Iteration 35Q: 3 clusters Score -8128174 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8128224.500000 Penalty: 3689.306152
	Iteration 36Q: 3 clusters Score -8128224 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8128367.500000 Penalty: 3689.306152
	Iteration 37Q: 3 clusters Score -8128368 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8128475.500000 Penalty: 3689.306152
	Iteration 38Q: 3 clusters Score -8128476 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -8128567.000000 Penalty: 3689.306152
	Iteration 39Q: 3 clusters Score -8128567 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -8128766.000000 Penalty: 3689.306152
	Iteration 40F: 3 clusters Score -8128766 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -8128913.000000 Penalty: 3689.306152
	Iteration 41Q: 3 clusters Score -8128913 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -8129045.500000 Penalty: 3689.306152
	Iteration 42Q: 3 clusters Score -8129046 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -8129177.000000 Penalty: 3689.306152
	Iteration 43Q: 3 clusters Score -8129177 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -8129265.500000 Penalty: 3689.306152
	Iteration 44Q: 3 clusters Score -8129266 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -8129319.500000 Penalty: 3689.306152
	Iteration 45Q: 3 clusters Score -8129320 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8129355.500000 Penalty: 3689.306152
	Iteration 46Q: 3 clusters Score -8129356 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -8129392.000000 Penalty: 3689.306152
	Iteration 47Q: 3 clusters Score -8129392 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -8129471.000000 Penalty: 3689.306152
	Iteration 48Q: 3 clusters Score -8129471 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -8129521.000000 Penalty: 3689.306152
	Iteration 49Q: 3 clusters Score -8129521 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -8129546.500000 Penalty: 3689.306152
	Iteration 50Q: 3 clusters Score -8129546 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -8129601.500000 Penalty: 3689.306152
	Iteration 51Q: 3 clusters Score -8129602 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -8129628.500000 Penalty: 3689.306152
	Iteration 52Q: 3 clusters Score -8129628 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8129659.000000 Penalty: 3689.306152
	Iteration 53Q: 3 clusters Score -8129659 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -8129692.500000 Penalty: 3689.306152
	Iteration 54Q: 3 clusters Score -8129692 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8129721.000000 Penalty: 3689.306152
	Iteration 55Q: 3 clusters Score -8129721 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -8129762.500000 Penalty: 3689.306152
	Iteration 56Q: 3 clusters Score -8129762 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -8129773.500000 Penalty: 3689.306152
	Iteration 57Q: 3 clusters Score -8129774 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -8129776.500000 Penalty: 3689.306152
	Iteration 58Q: 3 clusters Score -8129776 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -8129794.000000 Penalty: 3689.306152
	Iteration 59Q: 3 clusters Score -8129794 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -8129786.500000 Penalty: 3689.306152
	Iteration 60F: 3 clusters Score -8129786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8129814.000000 Penalty: 3689.306152
	Iteration 61Q: 3 clusters Score -8129814 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -8129819.000000 Penalty: 3689.306152
	Iteration 62Q: 3 clusters Score -8129819 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8129818.000000 Penalty: 3689.306152
	Iteration 63Q: 3 clusters Score -8129818 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8129825.000000 Penalty: 3689.306152
	Iteration 64Q: 3 clusters Score -8129825 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -8129853.500000 Penalty: 3689.306152
	Iteration 65Q: 3 clusters Score -8129854 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8129865.500000 Penalty: 3689.306152
	Iteration 66Q: 3 clusters Score -8129866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -8129895.500000 Penalty: 3689.306152
	Iteration 67Q: 3 clusters Score -8129896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -8129907.000000 Penalty: 3689.306152
	Iteration 68Q: 3 clusters Score -8129907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -8129933.000000 Penalty: 3689.306152
	Iteration 69Q: 3 clusters Score -8129933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -8129940.500000 Penalty: 3689.306152
	Iteration 70Q: 3 clusters Score -8129940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -8129976.000000 Penalty: 3689.306152
	Iteration 71Q: 3 clusters Score -8129976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -8129983.500000 Penalty: 3689.306152
	Iteration 72Q: 3 clusters Score -8129984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -8129962.500000 Penalty: 3689.306152
	Iteration 73Q: 3 clusters Score -8129962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -8129972.000000 Penalty: 3689.306152
	Iteration 74Q: 3 clusters Score -8129972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -8129996.500000 Penalty: 3689.306152
	Iteration 75Q: 3 clusters Score -8129996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -8130006.500000 Penalty: 3689.306152
	Iteration 76Q: 3 clusters Score -8130006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -8129998.000000 Penalty: 3689.306152
	Iteration 77Q: 3 clusters Score -8129998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -8130013.500000 Penalty: 3689.306152
	Iteration 78Q: 3 clusters Score -8130014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8130024.000000 Penalty: 3689.306152
	Iteration 79Q: 3 clusters Score -8130024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8130056.500000 Penalty: 3689.306152
	Iteration 80F: 3 clusters Score -8130056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8130067.000000 Penalty: 3689.306152
	Iteration 81Q: 3 clusters Score -8130067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -8130054.500000 Penalty: 3689.306152
	Iteration 82Q: 3 clusters Score -8130054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -8130066.500000 Penalty: 3689.306152
	Iteration 83Q: 3 clusters Score -8130066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8130043.500000 Penalty: 3689.306152
	Iteration 84Q: 3 clusters Score -8130044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8130058.000000 Penalty: 3689.306152
	Iteration 85Q: 3 clusters Score -8130058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -8130065.000000 Penalty: 3689.306152
	Iteration 86Q: 3 clusters Score -8130065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -8130069.500000 Penalty: 3689.306152
	Iteration 87Q: 3 clusters Score -8130070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -8130081.500000 Penalty: 3689.306152
	Iteration 88Q: 3 clusters Score -8130082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -8130099.500000 Penalty: 3689.306152
	Iteration 89Q: 3 clusters Score -8130100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -8130078.500000 Penalty: 3689.306152
	Iteration 90Q: 3 clusters Score -8130078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8130068.500000 Penalty: 3689.306152
	Iteration 91Q: 3 clusters Score -8130068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8130067.000000 Penalty: 3689.306152
	Iteration 92Q: 3 clusters Score -8130067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -8130071.500000 Penalty: 3689.306152
	Iteration 93Q: 3 clusters Score -8130072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8130062.000000 Penalty: 3689.306152
	Iteration 94Q: 3 clusters Score -8130062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8130067.500000 Penalty: 3689.306152
	Iteration 95Q: 3 clusters Score -8130068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -8130063.000000 Penalty: 3689.306152
	Iteration 96Q: 3 clusters Score -8130063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -8130066.000000 Penalty: 3689.306152
	Iteration 97Q: 3 clusters Score -8130066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -8130066.500000 Penalty: 3689.306152
	Iteration 98Q: 3 clusters Score -8130066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8130078.500000 Penalty: 3689.306152
	Iteration 99Q: 3 clusters Score -8130078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -8130078.000000 Penalty: 3689.306152
	Iteration 100F: 3 clusters Score -8130078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -8130084.000000 Penalty: 3689.306152
	Iteration 101Q: 3 clusters Score -8130084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -8130087.000000 Penalty: 3689.306152
	Iteration 102Q: 3 clusters Score -8130087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -8130096.500000 Penalty: 3689.306152
	Iteration 103Q: 3 clusters Score -8130096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -8130091.500000 Penalty: 3689.306152
	Iteration 104Q: 3 clusters Score -8130092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -8130097.500000 Penalty: 3689.306152
	Iteration 105Q: 3 clusters Score -8130098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8130098.000000 Penalty: 3689.306152
	Iteration 106Q: 3 clusters Score -8130098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8130097.500000 Penalty: 3689.306152
	Iteration 107Q: 3 clusters Score -8130098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8130097.500000 Penalty: 3689.306152
	Iteration 108F: 3 clusters Score -8130098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Entering Unmasked Estep 
Score: -338797.531250 Penalty: 1348.997192
	Iteration 0F: 2 clusters Score -338797.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -335486.812500 Penalty: 2697.994385
	Iteration 0F: 3 clusters Score -335486.8 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -336816.312500 Penalty: 2697.994385
	Iteration 1F: 3 clusters Score -336816.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -337428.656250 Penalty: 2697.994385
	Iteration 2F: 3 clusters Score -337428.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -338056.812500 Penalty: 2697.994385
	Iteration 3F: 3 clusters Score -338056.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -338758.062500 Penalty: 2697.994385
	Iteration 4F: 3 clusters Score -338758.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -339438.156250 Penalty: 2697.994385
	Iteration 5F: 3 clusters Score -339438.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -339781.531250 Penalty: 2697.994385
	Iteration 6F: 3 clusters Score -339781.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -339992.437500 Penalty: 2697.994385
	Iteration 7Q: 3 clusters Score -339992.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -340094.468750 Penalty: 2697.994385
	Iteration 8Q: 3 clusters Score -340094.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -340137.562500 Penalty: 2697.994385
	Iteration 9Q: 3 clusters Score -340137.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -340160.187500 Penalty: 2697.994385
	Iteration 10Q: 3 clusters Score -340160.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -340171.562500 Penalty: 2697.994385
	Iteration 11Q: 3 clusters Score -340171.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -340179.093750 Penalty: 2697.994385
	Iteration 12Q: 3 clusters Score -340179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -340185.562500 Penalty: 2697.994385
	Iteration 13Q: 3 clusters Score -340185.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -340191.656250 Penalty: 2697.994385
	Iteration 14Q: 3 clusters Score -340191.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -340197.812500 Penalty: 2697.994385
	Iteration 15Q: 3 clusters Score -340197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -340201.031250 Penalty: 2697.994385
	Iteration 16Q: 3 clusters Score -340201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -340202.750000 Penalty: 2697.994385
	Iteration 17Q: 3 clusters Score -340202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -340204.375000 Penalty: 2697.994385
	Iteration 18Q: 3 clusters Score -340204.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -340206.687500 Penalty: 2697.994385
	Iteration 19Q: 3 clusters Score -340206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -340206.531250 Penalty: 2697.994385
	Iteration 20F: 3 clusters Score -340206.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 92880 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1703 members 
Mstep: Class 32 contains 2216 members 
Entering Unmasked Estep 
Score: -49671304.000000 Penalty: 68670.007812
Splitting cluster 17 changes total score from -49645048.000000 to -49671304.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (92880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Entering Unmasked Estep 
Score: -9040002.000000 Penalty: 1858.847900
	Iteration 0F: 2 clusters Score -9040002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -8991005.000000 Penalty: 3717.695801
	Iteration 0F: 3 clusters Score -8991005 nChanged 44481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -9017781.000000 Penalty: 3717.695801
	Iteration 1F: 3 clusters Score -9017781 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -9018796.000000 Penalty: 3717.695801
	Iteration 2F: 3 clusters Score -9018796 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -9020277.000000 Penalty: 3717.695801
	Iteration 3F: 3 clusters Score -9020277 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -9023357.000000 Penalty: 3717.695801
	Iteration 4F: 3 clusters Score -9023357 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -9027880.000000 Penalty: 3717.695801
	Iteration 5F: 3 clusters Score -9027880 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -9032783.000000 Penalty: 3717.695801
	Iteration 6F: 3 clusters Score -9032783 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -9035117.000000 Penalty: 3717.695801
	Iteration 7F: 3 clusters Score -9035117 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -9035749.000000 Penalty: 3717.695801
	Iteration 8Q: 3 clusters Score -9035749 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -9035848.000000 Penalty: 3717.695801
	Iteration 9Q: 3 clusters Score -9035848 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -9035980.000000 Penalty: 3717.695801
	Iteration 10Q: 3 clusters Score -9035980 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -9035996.000000 Penalty: 3717.695801
	Iteration 11Q: 3 clusters Score -9035996 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -9036126.000000 Penalty: 3717.695801
	Iteration 12Q: 3 clusters Score -9036126 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -9036163.000000 Penalty: 3717.695801
	Iteration 13Q: 3 clusters Score -9036163 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -9036232.000000 Penalty: 3717.695801
	Iteration 14Q: 3 clusters Score -9036232 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -9036267.000000 Penalty: 3717.695801
	Iteration 15Q: 3 clusters Score -9036267 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -9036413.000000 Penalty: 3717.695801
	Iteration 16Q: 3 clusters Score -9036413 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -9036483.000000 Penalty: 3717.695801
	Iteration 17Q: 3 clusters Score -9036483 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -9036479.000000 Penalty: 3717.695801
	Iteration 18Q: 3 clusters Score -9036479 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -9036523.000000 Penalty: 3717.695801
	Iteration 19Q: 3 clusters Score -9036523 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -9036646.000000 Penalty: 3717.695801
	Iteration 20F: 3 clusters Score -9036646 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -9036715.000000 Penalty: 3717.695801
	Iteration 21Q: 3 clusters Score -9036715 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -9036791.000000 Penalty: 3717.695801
	Iteration 22Q: 3 clusters Score -9036791 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -9036871.000000 Penalty: 3717.695801
	Iteration 23Q: 3 clusters Score -9036871 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -9037080.000000 Penalty: 3717.695801
	Iteration 24Q: 3 clusters Score -9037080 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -9037348.000000 Penalty: 3717.695801
	Iteration 25Q: 3 clusters Score -9037348 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -9037637.000000 Penalty: 3717.695801
	Iteration 26Q: 3 clusters Score -9037637 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -9038139.000000 Penalty: 3717.695801
	Iteration 27Q: 3 clusters Score -9038139 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -9038852.000000 Penalty: 3717.695801
	Iteration 28Q: 3 clusters Score -9038852 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -9039868.000000 Penalty: 3717.695801
	Iteration 29Q: 3 clusters Score -9039868 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -9041568.000000 Penalty: 3717.695801
	Iteration 30Q: 3 clusters Score -9041568 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -9044607.000000 Penalty: 3717.695801
	Iteration 31Q: 3 clusters Score -9044607 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -9049774.000000 Penalty: 3717.695801
	Iteration 32Q: 3 clusters Score -9049774 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -9056235.000000 Penalty: 3717.695801
	Iteration 33Q: 3 clusters Score -9056235 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -9060098.000000 Penalty: 3717.695801
	Iteration 34Q: 3 clusters Score -9060098 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -9061260.000000 Penalty: 3717.695801
	Iteration 35Q: 3 clusters Score -9061260 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -9061537.000000 Penalty: 3717.695801
	Iteration 36Q: 3 clusters Score -9061537 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -9061604.000000 Penalty: 3717.695801
	Iteration 37Q: 3 clusters Score -9061604 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -9061602.000000 Penalty: 3717.695801
	Iteration 38Q: 3 clusters Score -9061602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -9061599.000000 Penalty: 3717.695801
	Iteration 39Q: 3 clusters Score -9061599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -9061924.000000 Penalty: 3717.695801
	Iteration 40F: 3 clusters Score -9061924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -9061938.000000 Penalty: 3717.695801
	Iteration 41Q: 3 clusters Score -9061938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -9061951.000000 Penalty: 3717.695801
	Iteration 42Q: 3 clusters Score -9061951 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -9061983.000000 Penalty: 3717.695801
	Iteration 43Q: 3 clusters Score -9061983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -9061999.000000 Penalty: 3717.695801
	Iteration 44Q: 3 clusters Score -9061999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -9061992.000000 Penalty: 3717.695801
	Iteration 45Q: 3 clusters Score -9061992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -9061992.000000 Penalty: 3717.695801
	Iteration 46Q: 3 clusters Score -9061992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -9061995.000000 Penalty: 3717.695801
	Iteration 47Q: 3 clusters Score -9061995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -9061998.000000 Penalty: 3717.695801
	Iteration 48Q: 3 clusters Score -9061998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -9062002.000000 Penalty: 3717.695801
	Iteration 49Q: 3 clusters Score -9062002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -9062002.000000 Penalty: 3717.695801
	Iteration 50F: 3 clusters Score -9062002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 47955 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1703 members 
Mstep: Class 32 contains 2216 members 
Mstep: Class 33 contains 44925 members 
Entering Unmasked Estep 
Score: -49693080.000000 Penalty: 70815.945312
Splitting cluster 18 changes total score from -49645048.000000 to -49693080.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (8813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Entering Unmasked Estep 
Score: -765897.312500 Penalty: 1476.147339
	Iteration 0F: 2 clusters Score -765897.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -759705.312500 Penalty: 2952.294678
	Iteration 0F: 3 clusters Score -759705.3 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -763471.312500 Penalty: 2952.294678
	Iteration 1F: 3 clusters Score -763471.3 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -764558.500000 Penalty: 2952.294678
	Iteration 2F: 3 clusters Score -764558.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -765619.375000 Penalty: 2952.294678
	Iteration 3F: 3 clusters Score -765619.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -767251.500000 Penalty: 2952.294678
	Iteration 4F: 3 clusters Score -767251.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -768443.812500 Penalty: 2952.294678
	Iteration 5F: 3 clusters Score -768443.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -769036.250000 Penalty: 2952.294678
	Iteration 6F: 3 clusters Score -769036.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -769357.125000 Penalty: 2952.294678
	Iteration 7Q: 3 clusters Score -769357.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -769550.000000 Penalty: 2952.294678
	Iteration 8Q: 3 clusters Score -769550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -769665.687500 Penalty: 2952.294678
	Iteration 9Q: 3 clusters Score -769665.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -769748.250000 Penalty: 2952.294678
	Iteration 10Q: 3 clusters Score -769748.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -769821.437500 Penalty: 2952.294678
	Iteration 11Q: 3 clusters Score -769821.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -769880.375000 Penalty: 2952.294678
	Iteration 12Q: 3 clusters Score -769880.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -769918.687500 Penalty: 2952.294678
	Iteration 13Q: 3 clusters Score -769918.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -769943.000000 Penalty: 2952.294678
	Iteration 14Q: 3 clusters Score -769943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -769973.812500 Penalty: 2952.294678
	Iteration 15Q: 3 clusters Score -769973.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -770009.937500 Penalty: 2952.294678
	Iteration 16Q: 3 clusters Score -770009.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -770070.250000 Penalty: 2952.294678
	Iteration 17Q: 3 clusters Score -770070.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -770110.562500 Penalty: 2952.294678
	Iteration 18Q: 3 clusters Score -770110.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -770148.250000 Penalty: 2952.294678
	Iteration 19Q: 3 clusters Score -770148.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -770200.750000 Penalty: 2952.294678
	Iteration 20F: 3 clusters Score -770200.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -770285.125000 Penalty: 2952.294678
	Iteration 21Q: 3 clusters Score -770285.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -770357.125000 Penalty: 2952.294678
	Iteration 22Q: 3 clusters Score -770357.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -770412.875000 Penalty: 2952.294678
	Iteration 23Q: 3 clusters Score -770412.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -770479.312500 Penalty: 2952.294678
	Iteration 24Q: 3 clusters Score -770479.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -770546.875000 Penalty: 2952.294678
	Iteration 25Q: 3 clusters Score -770546.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -770601.062500 Penalty: 2952.294678
	Iteration 26Q: 3 clusters Score -770601.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -770645.312500 Penalty: 2952.294678
	Iteration 27Q: 3 clusters Score -770645.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -770667.187500 Penalty: 2952.294678
	Iteration 28Q: 3 clusters Score -770667.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -770679.750000 Penalty: 2952.294678
	Iteration 29Q: 3 clusters Score -770679.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -770685.125000 Penalty: 2952.294678
	Iteration 30Q: 3 clusters Score -770685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -770691.062500 Penalty: 2952.294678
	Iteration 31Q: 3 clusters Score -770691.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -770696.812500 Penalty: 2952.294678
	Iteration 32Q: 3 clusters Score -770696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -770697.750000 Penalty: 2952.294678
	Iteration 33Q: 3 clusters Score -770697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -770699.562500 Penalty: 2952.294678
	Iteration 34Q: 3 clusters Score -770699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -770700.750000 Penalty: 2952.294678
	Iteration 35Q: 3 clusters Score -770700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -770700.750000 Penalty: 2952.294678
	Iteration 36F: 3 clusters Score -770700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 47955 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1703 members 
Mstep: Class 32 contains 2216 members 
Mstep: Class 33 contains 44925 members 
Mstep: Class 34 contains 6660 members 
Entering Unmasked Estep 
Score: -49697212.000000 Penalty: 72961.882812
Splitting cluster 19 changes total score from -49645048.000000 to -49697212.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -562805.750000 Penalty: 1438.767090
	Iteration 0F: 2 clusters Score -562805.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -557691.000000 Penalty: 2877.534180
	Iteration 0F: 3 clusters Score -557691 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -560232.312500 Penalty: 2877.534180
	Iteration 1F: 3 clusters Score -560232.3 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -561169.437500 Penalty: 2877.534180
	Iteration 2F: 3 clusters Score -561169.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -561869.062500 Penalty: 2877.534180
	Iteration 3F: 3 clusters Score -561869.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -562452.625000 Penalty: 2877.534180
	Iteration 4F: 3 clusters Score -562452.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -562780.312500 Penalty: 2877.534180
	Iteration 5F: 3 clusters Score -562780.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -562980.437500 Penalty: 2877.534180
	Iteration 6Q: 3 clusters Score -562980.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -563122.187500 Penalty: 2877.534180
	Iteration 7Q: 3 clusters Score -563122.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -563211.125000 Penalty: 2877.534180
	Iteration 8Q: 3 clusters Score -563211.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -563271.500000 Penalty: 2877.534180
	Iteration 9Q: 3 clusters Score -563271.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -563310.437500 Penalty: 2877.534180
	Iteration 10Q: 3 clusters Score -563310.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -563334.937500 Penalty: 2877.534180
	Iteration 11Q: 3 clusters Score -563334.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -563354.875000 Penalty: 2877.534180
	Iteration 12Q: 3 clusters Score -563354.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -563369.875000 Penalty: 2877.534180
	Iteration 13Q: 3 clusters Score -563369.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -563383.000000 Penalty: 2877.534180
	Iteration 14Q: 3 clusters Score -563383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -563394.875000 Penalty: 2877.534180
	Iteration 15Q: 3 clusters Score -563394.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -563403.187500 Penalty: 2877.534180
	Iteration 16Q: 3 clusters Score -563403.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -563413.437500 Penalty: 2877.534180
	Iteration 17Q: 3 clusters Score -563413.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -563424.750000 Penalty: 2877.534180
	Iteration 18Q: 3 clusters Score -563424.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -563435.437500 Penalty: 2877.534180
	Iteration 19Q: 3 clusters Score -563435.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -563448.875000 Penalty: 2877.534180
	Iteration 20F: 3 clusters Score -563448.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -563456.000000 Penalty: 2877.534180
	Iteration 21Q: 3 clusters Score -563456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -563463.187500 Penalty: 2877.534180
	Iteration 22Q: 3 clusters Score -563463.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -563469.437500 Penalty: 2877.534180
	Iteration 23Q: 3 clusters Score -563469.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -563474.437500 Penalty: 2877.534180
	Iteration 24Q: 3 clusters Score -563474.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -563479.562500 Penalty: 2877.534180
	Iteration 25Q: 3 clusters Score -563479.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -563482.875000 Penalty: 2877.534180
	Iteration 26Q: 3 clusters Score -563482.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -563485.500000 Penalty: 2877.534180
	Iteration 27Q: 3 clusters Score -563485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -563486.687500 Penalty: 2877.534180
	Iteration 28Q: 3 clusters Score -563486.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -563488.687500 Penalty: 2877.534180
	Iteration 29Q: 3 clusters Score -563488.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -563492.500000 Penalty: 2877.534180
	Iteration 30Q: 3 clusters Score -563492.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -563501.687500 Penalty: 2877.534180
	Iteration 31Q: 3 clusters Score -563501.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -563511.062500 Penalty: 2877.534180
	Iteration 32Q: 3 clusters Score -563511.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -563519.937500 Penalty: 2877.534180
	Iteration 33Q: 3 clusters Score -563519.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -563529.375000 Penalty: 2877.534180
	Iteration 34Q: 3 clusters Score -563529.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -563535.375000 Penalty: 2877.534180
	Iteration 35Q: 3 clusters Score -563535.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -563540.875000 Penalty: 2877.534180
	Iteration 36Q: 3 clusters Score -563540.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -563547.000000 Penalty: 2877.534180
	Iteration 37Q: 3 clusters Score -563547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -563554.000000 Penalty: 2877.534180
	Iteration 38Q: 3 clusters Score -563554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -563557.250000 Penalty: 2877.534180
	Iteration 39Q: 3 clusters Score -563557.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -563562.187500 Penalty: 2877.534180
	Iteration 40F: 3 clusters Score -563562.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -563563.437500 Penalty: 2877.534180
	Iteration 41Q: 3 clusters Score -563563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -563565.750000 Penalty: 2877.534180
	Iteration 42Q: 3 clusters Score -563565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -563566.750000 Penalty: 2877.534180
	Iteration 43Q: 3 clusters Score -563566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -563566.125000 Penalty: 2877.534180
	Iteration 44Q: 3 clusters Score -563566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -563568.562500 Penalty: 2877.534180
	Iteration 45Q: 3 clusters Score -563568.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -563570.437500 Penalty: 2877.534180
	Iteration 46Q: 3 clusters Score -563570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -563570.500000 Penalty: 2877.534180
	Iteration 47Q: 3 clusters Score -563570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -563570.562500 Penalty: 2877.534180
	Iteration 48Q: 3 clusters Score -563570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -563571.812500 Penalty: 2877.534180
	Iteration 49Q: 3 clusters Score -563571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -563571.750000 Penalty: 2877.534180
	Iteration 50Q: 3 clusters Score -563571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -563573.562500 Penalty: 2877.534180
	Iteration 51Q: 3 clusters Score -563573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -563574.875000 Penalty: 2877.534180
	Iteration 52Q: 3 clusters Score -563574.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -563575.312500 Penalty: 2877.534180
	Iteration 53Q: 3 clusters Score -563575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -563578.062500 Penalty: 2877.534180
	Iteration 54Q: 3 clusters Score -563578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -563579.500000 Penalty: 2877.534180
	Iteration 55Q: 3 clusters Score -563579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -563584.000000 Penalty: 2877.534180
	Iteration 56Q: 3 clusters Score -563584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -563586.000000 Penalty: 2877.534180
	Iteration 57Q: 3 clusters Score -563586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -563587.875000 Penalty: 2877.534180
	Iteration 58Q: 3 clusters Score -563587.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -563593.437500 Penalty: 2877.534180
	Iteration 59Q: 3 clusters Score -563593.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -563600.375000 Penalty: 2877.534180
	Iteration 60F: 3 clusters Score -563600.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -563606.937500 Penalty: 2877.534180
	Iteration 61Q: 3 clusters Score -563606.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -563612.125000 Penalty: 2877.534180
	Iteration 62Q: 3 clusters Score -563612.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -563615.187500 Penalty: 2877.534180
	Iteration 63Q: 3 clusters Score -563615.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -563616.375000 Penalty: 2877.534180
	Iteration 64Q: 3 clusters Score -563616.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -563619.250000 Penalty: 2877.534180
	Iteration 65Q: 3 clusters Score -563619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -563621.937500 Penalty: 2877.534180
	Iteration 66Q: 3 clusters Score -563621.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -563623.687500 Penalty: 2877.534180
	Iteration 67Q: 3 clusters Score -563623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -563624.750000 Penalty: 2877.534180
	Iteration 68Q: 3 clusters Score -563624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -563624.687500 Penalty: 2877.534180
	Iteration 69Q: 3 clusters Score -563624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -563625.500000 Penalty: 2877.534180
	Iteration 70Q: 3 clusters Score -563625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -563626.375000 Penalty: 2877.534180
	Iteration 71Q: 3 clusters Score -563626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -563626.187500 Penalty: 2877.534180
	Iteration 72Q: 3 clusters Score -563626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -563625.437500 Penalty: 2877.534180
	Iteration 73Q: 3 clusters Score -563625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -563626.562500 Penalty: 2877.534180
	Iteration 74Q: 3 clusters Score -563626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -563626.562500 Penalty: 2877.534180
	Iteration 75F: 3 clusters Score -563626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 47955 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1703 members 
Mstep: Class 32 contains 2216 members 
Mstep: Class 33 contains 44925 members 
Mstep: Class 34 contains 6660 members 
Mstep: Class 35 contains 2166 members 
Entering Unmasked Estep 
Score: -49697348.000000 Penalty: 75107.820312
Splitting cluster 20 changes total score from -49645048.000000 to -49697348.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (19420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Entering Unmasked Estep 
Score: -1834738.500000 Penalty: 1604.534546
	Iteration 0F: 2 clusters Score -1834738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1821587.250000 Penalty: 3209.069092
	Iteration 0F: 3 clusters Score -1821587 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1827095.875000 Penalty: 3209.069092
	Iteration 1F: 3 clusters Score -1827096 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1828667.750000 Penalty: 3209.069092
	Iteration 2F: 3 clusters Score -1828668 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1830567.125000 Penalty: 3209.069092
	Iteration 3F: 3 clusters Score -1830567 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1832247.500000 Penalty: 3209.069092
	Iteration 4F: 3 clusters Score -1832248 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1833389.000000 Penalty: 3209.069092
	Iteration 5F: 3 clusters Score -1833389 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1834119.875000 Penalty: 3209.069092
	Iteration 6Q: 3 clusters Score -1834120 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1834682.250000 Penalty: 3209.069092
	Iteration 7Q: 3 clusters Score -1834682 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1835089.750000 Penalty: 3209.069092
	Iteration 8Q: 3 clusters Score -1835090 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1835403.625000 Penalty: 3209.069092
	Iteration 9Q: 3 clusters Score -1835404 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1835625.375000 Penalty: 3209.069092
	Iteration 10Q: 3 clusters Score -1835625 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1835759.250000 Penalty: 3209.069092
	Iteration 11Q: 3 clusters Score -1835759 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1835814.625000 Penalty: 3209.069092
	Iteration 12Q: 3 clusters Score -1835815 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1835831.125000 Penalty: 3209.069092
	Iteration 13Q: 3 clusters Score -1835831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1835836.625000 Penalty: 3209.069092
	Iteration 14Q: 3 clusters Score -1835837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1835855.500000 Penalty: 3209.069092
	Iteration 15Q: 3 clusters Score -1835856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1835857.125000 Penalty: 3209.069092
	Iteration 16Q: 3 clusters Score -1835857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1835861.125000 Penalty: 3209.069092
	Iteration 17Q: 3 clusters Score -1835861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1835866.500000 Penalty: 3209.069092
	Iteration 18Q: 3 clusters Score -1835866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1835865.250000 Penalty: 3209.069092
	Iteration 19Q: 3 clusters Score -1835865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1835867.125000 Penalty: 3209.069092
	Iteration 20F: 3 clusters Score -1835867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1835870.625000 Penalty: 3209.069092
	Iteration 21Q: 3 clusters Score -1835871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1835871.750000 Penalty: 3209.069092
	Iteration 22Q: 3 clusters Score -1835872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1835870.500000 Penalty: 3209.069092
	Iteration 23Q: 3 clusters Score -1835870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1835869.625000 Penalty: 3209.069092
	Iteration 24Q: 3 clusters Score -1835870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1835869.500000 Penalty: 3209.069092
	Iteration 25Q: 3 clusters Score -1835870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1835870.250000 Penalty: 3209.069092
	Iteration 26Q: 3 clusters Score -1835870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1835870.250000 Penalty: 3209.069092
	Iteration 27F: 3 clusters Score -1835870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 47955 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 4941 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 35983 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1703 members 
Mstep: Class 32 contains 2216 members 
Mstep: Class 33 contains 44925 members 
Mstep: Class 34 contains 6660 members 
Mstep: Class 35 contains 2166 members 
Mstep: Class 36 contains 14479 members 
Entering Unmasked Estep 
Score: -49697924.000000 Penalty: 77253.757812
Splitting cluster 21 changes total score from -49645048.000000 to -49697924.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -459411.250000 Penalty: 1387.802490
	Iteration 0F: 2 clusters Score -459411.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -455365.187500 Penalty: 2775.604980
	Iteration 0F: 3 clusters Score -455365.2 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -456618.937500 Penalty: 2775.604980
	Iteration 1F: 3 clusters Score -456618.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -456983.750000 Penalty: 2775.604980
	Iteration 2F: 3 clusters Score -456983.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -457226.062500 Penalty: 2775.604980
	Iteration 3F: 3 clusters Score -457226.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -457400.312500 Penalty: 2775.604980
	Iteration 4F: 3 clusters Score -457400.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -457518.843750 Penalty: 2775.604980
	Iteration 5Q: 3 clusters Score -457518.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -457620.437500 Penalty: 2775.604980
	Iteration 6Q: 3 clusters Score -457620.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -457719.781250 Penalty: 2775.604980
	Iteration 7Q: 3 clusters Score -457719.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -457808.843750 Penalty: 2775.604980
	Iteration 8Q: 3 clusters Score -457808.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -457891.125000 Penalty: 2775.604980
	Iteration 9Q: 3 clusters Score -457891.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -457975.750000 Penalty: 2775.604980
	Iteration 10Q: 3 clusters Score -457975.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -458048.500000 Penalty: 2775.604980
	Iteration 11Q: 3 clusters Score -458048.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -458110.656250 Penalty: 2775.604980
	Iteration 12Q: 3 clusters Score -458110.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -458166.750000 Penalty: 2775.604980
	Iteration 13Q: 3 clusters Score -458166.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -458214.937500 Penalty: 2775.604980
	Iteration 14Q: 3 clusters Score -458214.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -458255.437500 Penalty: 2775.604980
	Iteration 15Q: 3 clusters Score -458255.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -458290.906250 Penalty: 2775.604980
	Iteration 16Q: 3 clusters Score -458290.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -458319.531250 Penalty: 2775.604980
	Iteration 17Q: 3 clusters Score -458319.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -458340.843750 Penalty: 2775.604980
	Iteration 18Q: 3 clusters Score -458340.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -458355.906250 Penalty: 2775.604980
	Iteration 19Q: 3 clusters Score -458355.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -458367.812500 Penalty: 2775.604980
	Iteration 20F: 3 clusters Score -458367.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -458376.875000 Penalty: 2775.604980
	Iteration 21Q: 3 clusters Score -458376.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -458386.531250 Penalty: 2775.604980
	Iteration 22Q: 3 clusters Score -458386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -458392.187500 Penalty: 2775.604980
	Iteration 23Q: 3 clusters Score -458392.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -458396.031250 Penalty: 2775.604980
	Iteration 24Q: 3 clusters Score -458396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -458399.937500 Penalty: 2775.604980
	Iteration 25Q: 3 clusters Score -458399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -458405.593750 Penalty: 2775.604980
	Iteration 26Q: 3 clusters Score -458405.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -458412.593750 Penalty: 2775.604980
	Iteration 27Q: 3 clusters Score -458412.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -458420.656250 Penalty: 2775.604980
	Iteration 28Q: 3 clusters Score -458420.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -458428.781250 Penalty: 2775.604980
	Iteration 29Q: 3 clusters Score -458428.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -458436.843750 Penalty: 2775.604980
	Iteration 30Q: 3 clusters Score -458436.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -458441.906250 Penalty: 2775.604980
	Iteration 31Q: 3 clusters Score -458441.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -458449.406250 Penalty: 2775.604980
	Iteration 32Q: 3 clusters Score -458449.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -458455.812500 Penalty: 2775.604980
	Iteration 33Q: 3 clusters Score -458455.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -458459.250000 Penalty: 2775.604980
	Iteration 34Q: 3 clusters Score -458459.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -458463.125000 Penalty: 2775.604980
	Iteration 35Q: 3 clusters Score -458463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -458467.906250 Penalty: 2775.604980
	Iteration 36Q: 3 clusters Score -458467.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -458470.437500 Penalty: 2775.604980
	Iteration 37Q: 3 clusters Score -458470.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -458474.437500 Penalty: 2775.604980
	Iteration 38Q: 3 clusters Score -458474.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -458476.781250 Penalty: 2775.604980
	Iteration 39Q: 3 clusters Score -458476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -458477.562500 Penalty: 2775.604980
	Iteration 40F: 3 clusters Score -458477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -458479.406250 Penalty: 2775.604980
	Iteration 41Q: 3 clusters Score -458479.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -458482.718750 Penalty: 2775.604980
	Iteration 42Q: 3 clusters Score -458482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -458483.281250 Penalty: 2775.604980
	Iteration 43Q: 3 clusters Score -458483.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -458482.187500 Penalty: 2775.604980
	Iteration 44Q: 3 clusters Score -458482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -458483.156250 Penalty: 2775.604980
	Iteration 45Q: 3 clusters Score -458483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -458484.156250 Penalty: 2775.604980
	Iteration 46Q: 3 clusters Score -458484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -458484.187500 Penalty: 2775.604980
	Iteration 47Q: 3 clusters Score -458484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -458484.843750 Penalty: 2775.604980
	Iteration 48Q: 3 clusters Score -458484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -458486.437500 Penalty: 2775.604980
	Iteration 49Q: 3 clusters Score -458486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -458487.281250 Penalty: 2775.604980
	Iteration 50Q: 3 clusters Score -458487.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -458486.750000 Penalty: 2775.604980
	Iteration 51Q: 3 clusters Score -458486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -458489.093750 Penalty: 2775.604980
	Iteration 52Q: 3 clusters Score -458489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -458490.281250 Penalty: 2775.604980
	Iteration 53Q: 3 clusters Score -458490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -458490.875000 Penalty: 2775.604980
	Iteration 54Q: 3 clusters Score -458490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -458491.937500 Penalty: 2775.604980
	Iteration 55Q: 3 clusters Score -458491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -458492.843750 Penalty: 2775.604980
	Iteration 56Q: 3 clusters Score -458492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -458494.281250 Penalty: 2775.604980
	Iteration 57Q: 3 clusters Score -458494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -458494.468750 Penalty: 2775.604980
	Iteration 58Q: 3 clusters Score -458494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -458494.625000 Penalty: 2775.604980
	Iteration 59Q: 3 clusters Score -458494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -458496.468750 Penalty: 2775.604980
	Iteration 60F: 3 clusters Score -458496.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -458497.093750 Penalty: 2775.604980
	Iteration 61Q: 3 clusters Score -458497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -458499.250000 Penalty: 2775.604980
	Iteration 62Q: 3 clusters Score -458499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -458503.000000 Penalty: 2775.604980
	Iteration 63Q: 3 clusters Score -458503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -458505.750000 Penalty: 2775.604980
	Iteration 64Q: 3 clusters Score -458505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -458508.000000 Penalty: 2775.604980
	Iteration 65Q: 3 clusters Score -458508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -458509.937500 Penalty: 2775.604980
	Iteration 66Q: 3 clusters Score -458509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -458511.000000 Penalty: 2775.604980
	Iteration 67Q: 3 clusters Score -458511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -458510.750000 Penalty: 2775.604980
	Iteration 68Q: 3 clusters Score -458510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -458511.468750 Penalty: 2775.604980
	Iteration 69Q: 3 clusters Score -458511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -458511.437500 Penalty: 2775.604980
	Iteration 70Q: 3 clusters Score -458511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -458513.156250 Penalty: 2775.604980
	Iteration 71Q: 3 clusters Score -458513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -458512.781250 Penalty: 2775.604980
	Iteration 72Q: 3 clusters Score -458512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -458514.031250 Penalty: 2775.604980
	Iteration 73Q: 3 clusters Score -458514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -458514.656250 Penalty: 2775.604980
	Iteration 74Q: 3 clusters Score -458514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -458514.843750 Penalty: 2775.604980
	Iteration 75Q: 3 clusters Score -458514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -458516.218750 Penalty: 2775.604980
	Iteration 76Q: 3 clusters Score -458516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -458517.968750 Penalty: 2775.604980
	Iteration 77Q: 3 clusters Score -458518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -458519.812500 Penalty: 2775.604980
	Iteration 78Q: 3 clusters Score -458519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -458522.906250 Penalty: 2775.604980
	Iteration 79Q: 3 clusters Score -458522.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -458522.406250 Penalty: 2775.604980
	Iteration 80F: 3 clusters Score -458522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -458523.375000 Penalty: 2775.604980
	Iteration 81Q: 3 clusters Score -458523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -458524.843750 Penalty: 2775.604980
	Iteration 82Q: 3 clusters Score -458524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -458524.843750 Penalty: 2775.604980
	Iteration 83F: 3 clusters Score -458524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 83101 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 85111 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 47955 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 4941 members 
Mstep: Class 22 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49724328.000000 Penalty: 77253.757812
Iteration 39Q: 37 clusters Score -4.972433e+07 nChanged 34608
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 12909 members 
Mstep: Class 3 contains 36461 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 84459 members 
Mstep: Class 6 contains 32196 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 32650 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 3240 members 
Mstep: Class 11 contains 18057 members 
Mstep: Class 12 contains 5541 members 
Mstep: Class 13 contains 6945 members 
Mstep: Class 14 contains 6710 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 83400 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 5083 members 
Mstep: Class 22 contains 5008 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 8398 members 
Mstep: Class 25 contains 821 members 
Mstep: Class 26 contains 32029 members 
Mstep: Class 27 contains 3284 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 5548 members 
Mstep: Class 30 contains 818 members 
Mstep: Class 31 contains 1537 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 45115 members 
Mstep: Class 34 contains 6349 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 13537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731880.000000 Penalty: 77253.757812
Iteration 40F: 37 clusters Score -4.973188e+07 nChanged 23236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 12906 members 
Mstep: Class 3 contains 36793 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 83133 members 
Mstep: Class 6 contains 32810 members 
Mstep: Class 7 contains 918 members 
Mstep: Class 8 contains 31486 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 3434 members 
Mstep: Class 11 contains 18334 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 2015 members 
Mstep: Class 16 contains 80589 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 50883 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 5340 members 
Mstep: Class 21 contains 5217 members 
Mstep: Class 22 contains 4932 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 33147 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 47369 members 
Mstep: Class 34 contains 6200 members 
Mstep: Class 35 contains 2178 members 
Mstep: Class 36 contains 14077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736976.000000 Penalty: 77253.757812
Iteration 41Q: 37 clusters Score -4.973698e+07 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 12919 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 82024 members 
Mstep: Class 6 contains 33105 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 31604 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 18580 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 6737 members 
Mstep: Class 14 contains 6724 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 79006 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 50166 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 5393 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4896 members 
Mstep: Class 23 contains 5993 members 
Mstep: Class 24 contains 9418 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 34313 members 
Mstep: Class 27 contains 3431 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 5452 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1442 members 
Mstep: Class 32 contains 2035 members 
Mstep: Class 33 contains 47775 members 
Mstep: Class 34 contains 6010 members 
Mstep: Class 35 contains 2188 members 
Mstep: Class 36 contains 14307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742268.000000 Penalty: 77253.757812
Iteration 42Q: 37 clusters Score -4.974227e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 12935 members 
Mstep: Class 3 contains 37211 members 
Mstep: Class 4 contains 2683 members 
Mstep: Class 5 contains 80916 members 
Mstep: Class 6 contains 33430 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 32003 members 
Mstep: Class 9 contains 8480 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 18784 members 
Mstep: Class 12 contains 5516 members 
Mstep: Class 13 contains 6687 members 
Mstep: Class 14 contains 6716 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 77696 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 49366 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 5451 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 4865 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 9774 members 
Mstep: Class 25 contains 1220 members 
Mstep: Class 26 contains 35529 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 5402 members 
Mstep: Class 30 contains 849 members 
Mstep: Class 31 contains 1403 members 
Mstep: Class 32 contains 2054 members 
Mstep: Class 33 contains 47816 members 
Mstep: Class 34 contains 5798 members 
Mstep: Class 35 contains 2200 members 
Mstep: Class 36 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49746124.000000 Penalty: 77253.757812
Iteration 43Q: 37 clusters Score -4.974612e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12979 members 
Mstep: Class 3 contains 37300 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 79846 members 
Mstep: Class 6 contains 33982 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 32334 members 
Mstep: Class 9 contains 8782 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 18984 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 2087 members 
Mstep: Class 16 contains 76283 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 48613 members 
Mstep: Class 19 contains 2074 members 
Mstep: Class 20 contains 5518 members 
Mstep: Class 21 contains 5444 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 10052 members 
Mstep: Class 25 contains 1305 members 
Mstep: Class 26 contains 36643 members 
Mstep: Class 27 contains 3533 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 5373 members 
Mstep: Class 30 contains 854 members 
Mstep: Class 31 contains 1377 members 
Mstep: Class 32 contains 2080 members 
Mstep: Class 33 contains 47822 members 
Mstep: Class 34 contains 5564 members 
Mstep: Class 35 contains 2196 members 
Mstep: Class 36 contains 14619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49748996.000000 Penalty: 77253.757812
Iteration 44Q: 37 clusters Score -4.9749e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 13024 members 
Mstep: Class 3 contains 37334 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 78730 members 
Mstep: Class 6 contains 34959 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 32658 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 19189 members 
Mstep: Class 12 contains 5442 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 6682 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 74384 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 47945 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 5585 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 10274 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 37802 members 
Mstep: Class 27 contains 3566 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 5363 members 
Mstep: Class 30 contains 859 members 
Mstep: Class 31 contains 1364 members 
Mstep: Class 32 contains 2092 members 
Mstep: Class 33 contains 47769 members 
Mstep: Class 34 contains 5320 members 
Mstep: Class 35 contains 2174 members 
Mstep: Class 36 contains 14928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49748948.000000 Penalty: 77253.757812
Iteration 45Q: 37 clusters Score -4.974895e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 13059 members 
Mstep: Class 3 contains 37370 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 77490 members 
Mstep: Class 6 contains 36576 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 32985 members 
Mstep: Class 9 contains 9364 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 19419 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 6651 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 71485 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 47357 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 7411 members 
Mstep: Class 24 contains 10491 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 39075 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 5359 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 1357 members 
Mstep: Class 32 contains 2091 members 
Mstep: Class 33 contains 47729 members 
Mstep: Class 34 contains 5047 members 
Mstep: Class 35 contains 2163 members 
Mstep: Class 36 contains 15436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49744076.000000 Penalty: 77253.757812
Iteration 46Q: 37 clusters Score -4.974408e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 37428 members 
Mstep: Class 4 contains 2933 members 
Mstep: Class 5 contains 75960 members 
Mstep: Class 6 contains 39035 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 33448 members 
Mstep: Class 9 contains 9737 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 19612 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 6378 members 
Mstep: Class 14 contains 6632 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 66997 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 46987 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 4824 members 
Mstep: Class 23 contains 7952 members 
Mstep: Class 24 contains 10655 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 40555 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 5349 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 2105 members 
Mstep: Class 33 contains 47695 members 
Mstep: Class 34 contains 4745 members 
Mstep: Class 35 contains 2150 members 
Mstep: Class 36 contains 16331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734060.000000 Penalty: 77253.757812
Iteration 47Q: 37 clusters Score -4.973406e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 13142 members 
Mstep: Class 3 contains 37519 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 74051 members 
Mstep: Class 6 contains 42224 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 34172 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 19817 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 6626 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 60490 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 46941 members 
Mstep: Class 19 contains 2073 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 5598 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 8511 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 42175 members 
Mstep: Class 27 contains 3643 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 5356 members 
Mstep: Class 30 contains 850 members 
Mstep: Class 31 contains 1357 members 
Mstep: Class 32 contains 2126 members 
Mstep: Class 33 contains 47663 members 
Mstep: Class 34 contains 4436 members 
Mstep: Class 35 contains 2129 members 
Mstep: Class 36 contains 17915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49733884.000000 Penalty: 77253.757812
Iteration 48Q: 37 clusters Score -4.973388e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 13182 members 
Mstep: Class 3 contains 37655 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 71539 members 
Mstep: Class 6 contains 43711 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 35115 members 
Mstep: Class 9 contains 10754 members 
Mstep: Class 10 contains 4332 members 
Mstep: Class 11 contains 19937 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 55882 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 47350 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 4830 members 
Mstep: Class 23 contains 9044 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 43483 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 5359 members 
Mstep: Class 30 contains 841 members 
Mstep: Class 31 contains 1361 members 
Mstep: Class 32 contains 2153 members 
Mstep: Class 33 contains 47672 members 
Mstep: Class 34 contains 4149 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 36 contains 19510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49730712.000000 Penalty: 77253.757812
Iteration 49Q: 37 clusters Score -4.973071e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 13207 members 
Mstep: Class 3 contains 37760 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 68237 members 
Mstep: Class 6 contains 44217 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 8 contains 36418 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20002 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 52588 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 48379 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 5649 members 
Mstep: Class 22 contains 4833 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 11292 members 
Mstep: Class 25 contains 1348 members 
Mstep: Class 26 contains 44542 members 
Mstep: Class 27 contains 3639 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 5366 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 1363 members 
Mstep: Class 32 contains 2190 members 
Mstep: Class 33 contains 47613 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 21055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49723484.000000 Penalty: 77253.757812
Iteration 50Q: 37 clusters Score -4.972348e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 13251 members 
Mstep: Class 3 contains 37841 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 63974 members 
Mstep: Class 6 contains 44410 members 
Mstep: Class 7 contains 1062 members 
Mstep: Class 8 contains 38160 members 
Mstep: Class 9 contains 11519 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 6105 members 
Mstep: Class 14 contains 6658 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 50185 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 50012 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 6146 members 
Mstep: Class 21 contains 5676 members 
Mstep: Class 22 contains 4839 members 
Mstep: Class 23 contains 9908 members 
Mstep: Class 24 contains 11483 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 45258 members 
Mstep: Class 27 contains 3635 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 5370 members 
Mstep: Class 30 contains 830 members 
Mstep: Class 31 contains 1364 members 
Mstep: Class 32 contains 2236 members 
Mstep: Class 33 contains 47499 members 
Mstep: Class 34 contains 3716 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 22448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49726212.000000 Penalty: 77253.757812
Iteration 51Q: 37 clusters Score -4.972621e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 13291 members 
Mstep: Class 3 contains 37934 members 
Mstep: Class 4 contains 3328 members 
Mstep: Class 5 contains 61495 members 
Mstep: Class 6 contains 44467 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 39158 members 
Mstep: Class 9 contains 11801 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 20152 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 6665 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 48332 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 50978 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 6256 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 4837 members 
Mstep: Class 23 contains 10254 members 
Mstep: Class 24 contains 11661 members 
Mstep: Class 25 contains 1269 members 
Mstep: Class 26 contains 45540 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 829 members 
Mstep: Class 31 contains 1359 members 
Mstep: Class 32 contains 2258 members 
Mstep: Class 33 contains 47325 members 
Mstep: Class 34 contains 3563 members 
Mstep: Class 35 contains 2056 members 
Mstep: Class 36 contains 23672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49727784.000000 Penalty: 77253.757812
Iteration 52Q: 37 clusters Score -4.972778e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 13325 members 
Mstep: Class 3 contains 38040 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 60061 members 
Mstep: Class 6 contains 44538 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 39047 members 
Mstep: Class 9 contains 12052 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 20189 members 
Mstep: Class 12 contains 5310 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 6674 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 46908 members 
Mstep: Class 17 contains 1897 members 
Mstep: Class 18 contains 51840 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 6370 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 4836 members 
Mstep: Class 23 contains 10562 members 
Mstep: Class 24 contains 11847 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 45571 members 
Mstep: Class 27 contains 3593 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 829 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 47331 members 
Mstep: Class 34 contains 3452 members 
Mstep: Class 35 contains 2050 members 
Mstep: Class 36 contains 24705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49729628.000000 Penalty: 77253.757812
Iteration 53Q: 37 clusters Score -4.972963e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13352 members 
Mstep: Class 3 contains 38143 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 5 contains 59106 members 
Mstep: Class 6 contains 44494 members 
Mstep: Class 7 contains 1071 members 
Mstep: Class 8 contains 38356 members 
Mstep: Class 9 contains 12264 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 20208 members 
Mstep: Class 12 contains 5304 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 6681 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 45929 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 52676 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 5745 members 
Mstep: Class 22 contains 4835 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 12034 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 45540 members 
Mstep: Class 27 contains 3566 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 5361 members 
Mstep: Class 30 contains 827 members 
Mstep: Class 31 contains 1343 members 
Mstep: Class 32 contains 2305 members 
Mstep: Class 33 contains 47473 members 
Mstep: Class 34 contains 3369 members 
Mstep: Class 35 contains 2045 members 
Mstep: Class 36 contains 25577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731260.000000 Penalty: 77253.757812
Iteration 54Q: 37 clusters Score -4.973126e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13378 members 
Mstep: Class 3 contains 38211 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 58451 members 
Mstep: Class 6 contains 44399 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 37766 members 
Mstep: Class 9 contains 12449 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 20223 members 
Mstep: Class 12 contains 5290 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 6674 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 45259 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 53294 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 6556 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 4837 members 
Mstep: Class 23 contains 11022 members 
Mstep: Class 24 contains 12186 members 
Mstep: Class 25 contains 1260 members 
Mstep: Class 26 contains 45462 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 5357 members 
Mstep: Class 30 contains 826 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 2310 members 
Mstep: Class 33 contains 47590 members 
Mstep: Class 34 contains 3298 members 
Mstep: Class 35 contains 2042 members 
Mstep: Class 36 contains 26274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732592.000000 Penalty: 77253.757812
Iteration 55Q: 37 clusters Score -4.973259e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 38244 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 57949 members 
Mstep: Class 6 contains 44287 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 37422 members 
Mstep: Class 9 contains 12613 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 20197 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 6678 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 44789 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 53711 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 5771 members 
Mstep: Class 22 contains 4839 members 
Mstep: Class 23 contains 11195 members 
Mstep: Class 24 contains 12311 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 45341 members 
Mstep: Class 27 contains 3543 members 
Mstep: Class 28 contains 2356 members 
Mstep: Class 29 contains 5350 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 2313 members 
Mstep: Class 33 contains 47633 members 
Mstep: Class 34 contains 3233 members 
Mstep: Class 35 contains 2037 members 
Mstep: Class 36 contains 26858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49733756.000000 Penalty: 77253.757812
Iteration 56Q: 37 clusters Score -4.973376e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 13407 members 
Mstep: Class 3 contains 38257 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 57566 members 
Mstep: Class 6 contains 44143 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 37221 members 
Mstep: Class 9 contains 12746 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 20192 members 
Mstep: Class 12 contains 5276 members 
Mstep: Class 13 contains 5936 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 44499 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 54004 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 6702 members 
Mstep: Class 21 contains 5780 members 
Mstep: Class 22 contains 4841 members 
Mstep: Class 23 contains 11331 members 
Mstep: Class 24 contains 12438 members 
Mstep: Class 25 contains 1264 members 
Mstep: Class 26 contains 45214 members 
Mstep: Class 27 contains 3523 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 5349 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 1333 members 
Mstep: Class 32 contains 2319 members 
Mstep: Class 33 contains 47642 members 
Mstep: Class 34 contains 3187 members 
Mstep: Class 35 contains 2043 members 
Mstep: Class 36 contains 27262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734336.000000 Penalty: 77253.757812
Iteration 57Q: 37 clusters Score -4.973434e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13412 members 
Mstep: Class 3 contains 38264 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 57295 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 1081 members 
Mstep: Class 8 contains 37106 members 
Mstep: Class 9 contains 12856 members 
Mstep: Class 10 contains 4568 members 
Mstep: Class 11 contains 20182 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 5922 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 44287 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 54173 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 5783 members 
Mstep: Class 22 contains 4838 members 
Mstep: Class 23 contains 11429 members 
Mstep: Class 24 contains 12548 members 
Mstep: Class 25 contains 1272 members 
Mstep: Class 26 contains 45107 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 5351 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 2323 members 
Mstep: Class 33 contains 47616 members 
Mstep: Class 34 contains 3155 members 
Mstep: Class 35 contains 2048 members 
Mstep: Class 36 contains 27616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734992.000000 Penalty: 77253.757812
Iteration 58Q: 37 clusters Score -4.973499e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13411 members 
Mstep: Class 3 contains 38236 members 
Mstep: Class 4 contains 3815 members 
Mstep: Class 5 contains 57119 members 
Mstep: Class 6 contains 43919 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 8 contains 37034 members 
Mstep: Class 9 contains 12973 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 20187 members 
Mstep: Class 12 contains 5263 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 44124 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 54275 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 6826 members 
Mstep: Class 21 contains 5791 members 
Mstep: Class 22 contains 4840 members 
Mstep: Class 23 contains 11523 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 1274 members 
Mstep: Class 26 contains 45009 members 
Mstep: Class 27 contains 3489 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 5357 members 
Mstep: Class 30 contains 826 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 2325 members 
Mstep: Class 33 contains 47564 members 
Mstep: Class 34 contains 3132 members 
Mstep: Class 35 contains 2043 members 
Mstep: Class 36 contains 27903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49735440.000000 Penalty: 77253.757812
Iteration 59Q: 37 clusters Score -4.973544e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13413 members 
Mstep: Class 3 contains 38223 members 
Mstep: Class 4 contains 3830 members 
Mstep: Class 5 contains 56981 members 
Mstep: Class 6 contains 43817 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 8 contains 36974 members 
Mstep: Class 9 contains 13072 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 20196 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 5901 members 
Mstep: Class 14 contains 6617 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 44045 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 54351 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 6900 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 11595 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 44881 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 827 members 
Mstep: Class 31 contains 1334 members 
Mstep: Class 32 contains 2328 members 
Mstep: Class 33 contains 47509 members 
Mstep: Class 34 contains 3107 members 
Mstep: Class 35 contains 2042 members 
Mstep: Class 36 contains 28145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736480.000000 Penalty: 77253.757812
Iteration 60F: 37 clusters Score -4.973648e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 13407 members 
Mstep: Class 3 contains 38209 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 56793 members 
Mstep: Class 6 contains 43777 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 36922 members 
Mstep: Class 9 contains 13155 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 20185 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 6604 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 43648 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 54390 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 5809 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 11808 members 
Mstep: Class 24 contains 12717 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 44880 members 
Mstep: Class 27 contains 3440 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 5356 members 
Mstep: Class 30 contains 829 members 
Mstep: Class 31 contains 1339 members 
Mstep: Class 32 contains 2324 members 
Mstep: Class 33 contains 47460 members 
Mstep: Class 34 contains 2992 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 28637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737232.000000 Penalty: 77253.757812
Iteration 61Q: 37 clusters Score -4.973723e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 13407 members 
Mstep: Class 3 contains 38200 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 5 contains 56632 members 
Mstep: Class 6 contains 43715 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 13252 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 20184 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 43344 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 54423 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 7020 members 
Mstep: Class 21 contains 5811 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 11982 members 
Mstep: Class 24 contains 12749 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 44828 members 
Mstep: Class 27 contains 3413 members 
Mstep: Class 28 contains 2360 members 
Mstep: Class 29 contains 5356 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 2325 members 
Mstep: Class 33 contains 47385 members 
Mstep: Class 34 contains 2904 members 
Mstep: Class 35 contains 2038 members 
Mstep: Class 36 contains 29036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737976.000000 Penalty: 77253.757812
Iteration 62Q: 37 clusters Score -4.973798e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 38196 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 56497 members 
Mstep: Class 6 contains 43669 members 
Mstep: Class 7 contains 1085 members 
Mstep: Class 8 contains 36890 members 
Mstep: Class 9 contains 13359 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 20186 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 5778 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 43095 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 54441 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 7088 members 
Mstep: Class 21 contains 5816 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 12802 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 44738 members 
Mstep: Class 27 contains 3386 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 847 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 2326 members 
Mstep: Class 33 contains 47314 members 
Mstep: Class 34 contains 2794 members 
Mstep: Class 35 contains 2033 members 
Mstep: Class 36 contains 29377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738396.000000 Penalty: 77253.757812
Iteration 63Q: 37 clusters Score -4.97384e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 13393 members 
Mstep: Class 3 contains 38195 members 
Mstep: Class 4 contains 3953 members 
Mstep: Class 5 contains 56383 members 
Mstep: Class 6 contains 43623 members 
Mstep: Class 7 contains 1087 members 
Mstep: Class 8 contains 36892 members 
Mstep: Class 9 contains 13486 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 20176 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 6571 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 16 contains 42897 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 54447 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 7154 members 
Mstep: Class 21 contains 5820 members 
Mstep: Class 22 contains 4842 members 
Mstep: Class 23 contains 12293 members 
Mstep: Class 24 contains 12830 members 
Mstep: Class 25 contains 1264 members 
Mstep: Class 26 contains 44639 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 5341 members 
Mstep: Class 30 contains 853 members 
Mstep: Class 31 contains 1346 members 
Mstep: Class 32 contains 2314 members 
Mstep: Class 33 contains 47243 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 2025 members 
Mstep: Class 36 contains 29670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738984.000000 Penalty: 77253.757812
Iteration 64Q: 37 clusters Score -4.973898e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13392 members 
Mstep: Class 3 contains 38220 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 56287 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 1089 members 
Mstep: Class 8 contains 36892 members 
Mstep: Class 9 contains 13610 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 20149 members 
Mstep: Class 12 contains 5221 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 42793 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 54446 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5827 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 12485 members 
Mstep: Class 24 contains 12857 members 
Mstep: Class 25 contains 1257 members 
Mstep: Class 26 contains 44530 members 
Mstep: Class 27 contains 3349 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 5334 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 1364 members 
Mstep: Class 32 contains 2306 members 
Mstep: Class 33 contains 47171 members 
Mstep: Class 34 contains 2544 members 
Mstep: Class 35 contains 2013 members 
Mstep: Class 36 contains 29898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739724.000000 Penalty: 77253.757812
Iteration 65Q: 37 clusters Score -4.973972e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 38225 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 56192 members 
Mstep: Class 6 contains 43489 members 
Mstep: Class 7 contains 1091 members 
Mstep: Class 8 contains 36866 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 20149 members 
Mstep: Class 12 contains 5220 members 
Mstep: Class 13 contains 5639 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 42737 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 54456 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 5827 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 12659 members 
Mstep: Class 24 contains 12899 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 44384 members 
Mstep: Class 27 contains 3330 members 
Mstep: Class 28 contains 2363 members 
Mstep: Class 29 contains 5337 members 
Mstep: Class 30 contains 875 members 
Mstep: Class 31 contains 1374 members 
Mstep: Class 32 contains 2291 members 
Mstep: Class 33 contains 47115 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 2007 members 
Mstep: Class 36 contains 30086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49740360.000000 Penalty: 77253.757812
Iteration 66Q: 37 clusters Score -4.974036e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 13388 members 
Mstep: Class 3 contains 38236 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 56082 members 
Mstep: Class 6 contains 43439 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 36838 members 
Mstep: Class 9 contains 13859 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 20149 members 
Mstep: Class 12 contains 5219 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 6537 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 42696 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 54473 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 20 contains 7368 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 4841 members 
Mstep: Class 23 contains 12764 members 
Mstep: Class 24 contains 12958 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 44258 members 
Mstep: Class 27 contains 3313 members 
Mstep: Class 28 contains 2368 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 889 members 
Mstep: Class 31 contains 1376 members 
Mstep: Class 32 contains 2286 members 
Mstep: Class 33 contains 47057 members 
Mstep: Class 34 contains 2314 members 
Mstep: Class 35 contains 2024 members 
Mstep: Class 36 contains 30241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49740924.000000 Penalty: 77253.757812
Iteration 67Q: 37 clusters Score -4.974092e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 13389 members 
Mstep: Class 3 contains 38239 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 55987 members 
Mstep: Class 6 contains 43395 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 36808 members 
Mstep: Class 9 contains 14015 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 20137 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 6535 members 
Mstep: Class 15 contains 2226 members 
Mstep: Class 16 contains 42650 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 54475 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 7440 members 
Mstep: Class 21 contains 5832 members 
Mstep: Class 22 contains 4843 members 
Mstep: Class 23 contains 12846 members 
Mstep: Class 24 contains 13024 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 44128 members 
Mstep: Class 27 contains 3291 members 
Mstep: Class 28 contains 2370 members 
Mstep: Class 29 contains 5349 members 
Mstep: Class 30 contains 904 members 
Mstep: Class 31 contains 1381 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 47009 members 
Mstep: Class 34 contains 2249 members 
Mstep: Class 35 contains 2015 members 
Mstep: Class 36 contains 30365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49741276.000000 Penalty: 77253.757812
Iteration 68Q: 37 clusters Score -4.974128e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 13393 members 
Mstep: Class 3 contains 38240 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 55922 members 
Mstep: Class 6 contains 43383 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 36771 members 
Mstep: Class 9 contains 14194 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 5515 members 
Mstep: Class 14 contains 6531 members 
Mstep: Class 15 contains 2226 members 
Mstep: Class 16 contains 42624 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 54468 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 7488 members 
Mstep: Class 21 contains 5833 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 12907 members 
Mstep: Class 24 contains 13095 members 
Mstep: Class 25 contains 1269 members 
Mstep: Class 26 contains 43991 members 
Mstep: Class 27 contains 3272 members 
Mstep: Class 28 contains 2370 members 
Mstep: Class 29 contains 5350 members 
Mstep: Class 30 contains 921 members 
Mstep: Class 31 contains 1387 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 46941 members 
Mstep: Class 34 contains 2215 members 
Mstep: Class 35 contains 1996 members 
Mstep: Class 36 contains 30443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49741684.000000 Penalty: 77253.757812
Iteration 69Q: 37 clusters Score -4.974168e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 13392 members 
Mstep: Class 3 contains 38245 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 55877 members 
Mstep: Class 6 contains 43358 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 36771 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 20104 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 5481 members 
Mstep: Class 14 contains 6518 members 
Mstep: Class 15 contains 2232 members 
Mstep: Class 16 contains 42598 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 54457 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 7522 members 
Mstep: Class 21 contains 5839 members 
Mstep: Class 22 contains 4846 members 
Mstep: Class 23 contains 12956 members 
Mstep: Class 24 contains 13161 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 43839 members 
Mstep: Class 27 contains 3247 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 5359 members 
Mstep: Class 30 contains 932 members 
Mstep: Class 31 contains 1387 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 46876 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 1986 members 
Mstep: Class 36 contains 30500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49741840.000000 Penalty: 77253.757812
Iteration 70Q: 37 clusters Score -4.974184e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 13392 members 
Mstep: Class 3 contains 38245 members 
Mstep: Class 4 contains 4110 members 
Mstep: Class 5 contains 55827 members 
Mstep: Class 6 contains 43338 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 36780 members 
Mstep: Class 9 contains 14598 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 6509 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 16 contains 42590 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 54438 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 20 contains 7554 members 
Mstep: Class 21 contains 5841 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 12985 members 
Mstep: Class 24 contains 13221 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 43668 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 5359 members 
Mstep: Class 30 contains 950 members 
Mstep: Class 31 contains 1392 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 46821 members 
Mstep: Class 34 contains 2190 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 30555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742220.000000 Penalty: 77253.757812
Iteration 71Q: 37 clusters Score -4.974222e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 13387 members 
Mstep: Class 3 contains 38253 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 55770 members 
Mstep: Class 6 contains 43310 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 36770 members 
Mstep: Class 9 contains 14818 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 20082 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 5421 members 
Mstep: Class 14 contains 6497 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 16 contains 42575 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 54437 members 
Mstep: Class 19 contains 2089 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 5847 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 13266 members 
Mstep: Class 25 contains 1264 members 
Mstep: Class 26 contains 43517 members 
Mstep: Class 27 contains 3211 members 
Mstep: Class 28 contains 2370 members 
Mstep: Class 29 contains 5370 members 
Mstep: Class 30 contains 962 members 
Mstep: Class 31 contains 1388 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 46746 members 
Mstep: Class 34 contains 2185 members 
Mstep: Class 35 contains 1976 members 
Mstep: Class 36 contains 30604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742676.000000 Penalty: 77253.757812
Iteration 72Q: 37 clusters Score -4.974268e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 38271 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 55715 members 
Mstep: Class 6 contains 43297 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 36778 members 
Mstep: Class 9 contains 15062 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 20054 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 5394 members 
Mstep: Class 14 contains 6485 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 42533 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 54434 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 7617 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 13285 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 43388 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 5382 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 1386 members 
Mstep: Class 32 contains 2238 members 
Mstep: Class 33 contains 46662 members 
Mstep: Class 34 contains 2181 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 30649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49742948.000000 Penalty: 77253.757812
Iteration 73Q: 37 clusters Score -4.974295e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 13385 members 
Mstep: Class 3 contains 38268 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 55647 members 
Mstep: Class 6 contains 43284 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 36770 members 
Mstep: Class 9 contains 15329 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 11 contains 20033 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 5363 members 
Mstep: Class 14 contains 6476 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 16 contains 42500 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 54433 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 7676 members 
Mstep: Class 21 contains 5864 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 13056 members 
Mstep: Class 24 contains 13325 members 
Mstep: Class 25 contains 1261 members 
Mstep: Class 26 contains 43235 members 
Mstep: Class 27 contains 3197 members 
Mstep: Class 28 contains 2373 members 
Mstep: Class 29 contains 5398 members 
Mstep: Class 30 contains 981 members 
Mstep: Class 31 contains 1388 members 
Mstep: Class 32 contains 2221 members 
Mstep: Class 33 contains 46582 members 
Mstep: Class 34 contains 2178 members 
Mstep: Class 35 contains 1959 members 
Mstep: Class 36 contains 30687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49743324.000000 Penalty: 77253.757812
Iteration 74Q: 37 clusters Score -4.974332e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 13385 members 
Mstep: Class 3 contains 38272 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 55614 members 
Mstep: Class 6 contains 43289 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 36761 members 
Mstep: Class 9 contains 15620 members 
Mstep: Class 10 contains 5120 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 5334 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42449 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 54431 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 7704 members 
Mstep: Class 21 contains 5874 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 13340 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 43053 members 
Mstep: Class 27 contains 3191 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 5411 members 
Mstep: Class 30 contains 984 members 
Mstep: Class 31 contains 1388 members 
Mstep: Class 32 contains 2210 members 
Mstep: Class 33 contains 46514 members 
Mstep: Class 34 contains 2173 members 
Mstep: Class 35 contains 1954 members 
Mstep: Class 36 contains 30718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49743704.000000 Penalty: 77253.757812
Iteration 75Q: 37 clusters Score -4.97437e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 13388 members 
Mstep: Class 3 contains 38276 members 
Mstep: Class 4 contains 4179 members 
Mstep: Class 5 contains 55576 members 
Mstep: Class 6 contains 43273 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 36759 members 
Mstep: Class 9 contains 15957 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 19974 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 6452 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42422 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 54424 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 7727 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 4847 members 
Mstep: Class 23 contains 13078 members 
Mstep: Class 24 contains 13361 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 42860 members 
Mstep: Class 27 contains 3188 members 
Mstep: Class 28 contains 2370 members 
Mstep: Class 29 contains 5424 members 
Mstep: Class 30 contains 985 members 
Mstep: Class 31 contains 1389 members 
Mstep: Class 32 contains 2198 members 
Mstep: Class 33 contains 46438 members 
Mstep: Class 34 contains 2170 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 30739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49744068.000000 Penalty: 77253.757812
Iteration 76Q: 37 clusters Score -4.974407e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 13386 members 
Mstep: Class 3 contains 38277 members 
Mstep: Class 4 contains 4184 members 
Mstep: Class 5 contains 55537 members 
Mstep: Class 6 contains 43253 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 36766 members 
Mstep: Class 9 contains 16338 members 
Mstep: Class 10 contains 5152 members 
Mstep: Class 11 contains 19943 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 5289 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42384 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 54419 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 7757 members 
Mstep: Class 21 contains 5893 members 
Mstep: Class 22 contains 4847 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 13369 members 
Mstep: Class 25 contains 1264 members 
Mstep: Class 26 contains 42639 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 2372 members 
Mstep: Class 29 contains 5431 members 
Mstep: Class 30 contains 988 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 2189 members 
Mstep: Class 33 contains 46387 members 
Mstep: Class 34 contains 2168 members 
Mstep: Class 35 contains 1937 members 
Mstep: Class 36 contains 30764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49744624.000000 Penalty: 77253.757812
Iteration 77Q: 37 clusters Score -4.974462e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13380 members 
Mstep: Class 3 contains 38274 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 55497 members 
Mstep: Class 6 contains 43242 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36772 members 
Mstep: Class 9 contains 16762 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 19897 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 5273 members 
Mstep: Class 14 contains 6428 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 42327 members 
Mstep: Class 17 contains 1940 members 
Mstep: Class 18 contains 54411 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 7776 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 4846 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 1269 members 
Mstep: Class 26 contains 42415 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 2370 members 
Mstep: Class 29 contains 5440 members 
Mstep: Class 30 contains 987 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 2184 members 
Mstep: Class 33 contains 46309 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 1934 members 
Mstep: Class 36 contains 30794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49744908.000000 Penalty: 77253.757812
Iteration 78Q: 37 clusters Score -4.974491e+07 nChanged 1484
Entering ConstructFrom: 
Score: -49744908.000000 Penalty: 77253.757812
Entering ConstructFrom: 
Trying to split cluster 1 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -367690.218750 Penalty: 1344.665894
	Iteration 0F: 2 clusters Score -367690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -364390.031250 Penalty: 2689.331787
	Iteration 0F: 3 clusters Score -364390 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -365374.718750 Penalty: 2689.331787
	Iteration 1F: 3 clusters Score -365374.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -365560.937500 Penalty: 2689.331787
	Iteration 2F: 3 clusters Score -365560.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -365664.437500 Penalty: 2689.331787
	Iteration 3F: 3 clusters Score -365664.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -365747.437500 Penalty: 2689.331787
	Iteration 4Q: 3 clusters Score -365747.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -365808.562500 Penalty: 2689.331787
	Iteration 5Q: 3 clusters Score -365808.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -365864.000000 Penalty: 2689.331787
	Iteration 6Q: 3 clusters Score -365864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -365909.281250 Penalty: 2689.331787
	Iteration 7Q: 3 clusters Score -365909.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -365950.531250 Penalty: 2689.331787
	Iteration 8Q: 3 clusters Score -365950.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -365992.906250 Penalty: 2689.331787
	Iteration 9Q: 3 clusters Score -365992.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -366034.875000 Penalty: 2689.331787
	Iteration 10Q: 3 clusters Score -366034.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -366068.343750 Penalty: 2689.331787
	Iteration 11Q: 3 clusters Score -366068.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -366098.500000 Penalty: 2689.331787
	Iteration 12Q: 3 clusters Score -366098.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -366132.000000 Penalty: 2689.331787
	Iteration 13Q: 3 clusters Score -366132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -366162.593750 Penalty: 2689.331787
	Iteration 14Q: 3 clusters Score -366162.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -366193.531250 Penalty: 2689.331787
	Iteration 15Q: 3 clusters Score -366193.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -366222.093750 Penalty: 2689.331787
	Iteration 16Q: 3 clusters Score -366222.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -366246.062500 Penalty: 2689.331787
	Iteration 17Q: 3 clusters Score -366246.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -366273.000000 Penalty: 2689.331787
	Iteration 18Q: 3 clusters Score -366273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -366298.312500 Penalty: 2689.331787
	Iteration 19Q: 3 clusters Score -366298.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -366323.031250 Penalty: 2689.331787
	Iteration 20F: 3 clusters Score -366323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -366347.093750 Penalty: 2689.331787
	Iteration 21Q: 3 clusters Score -366347.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -366376.781250 Penalty: 2689.331787
	Iteration 22Q: 3 clusters Score -366376.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -366414.125000 Penalty: 2689.331787
	Iteration 23Q: 3 clusters Score -366414.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -366454.843750 Penalty: 2689.331787
	Iteration 24Q: 3 clusters Score -366454.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -366507.031250 Penalty: 2689.331787
	Iteration 25Q: 3 clusters Score -366507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -366553.375000 Penalty: 2689.331787
	Iteration 26Q: 3 clusters Score -366553.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -366585.093750 Penalty: 2689.331787
	Iteration 27Q: 3 clusters Score -366585.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -366604.781250 Penalty: 2689.331787
	Iteration 28Q: 3 clusters Score -366604.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -366623.562500 Penalty: 2689.331787
	Iteration 29Q: 3 clusters Score -366623.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -366638.593750 Penalty: 2689.331787
	Iteration 30Q: 3 clusters Score -366638.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -366650.406250 Penalty: 2689.331787
	Iteration 31Q: 3 clusters Score -366650.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -366658.875000 Penalty: 2689.331787
	Iteration 32Q: 3 clusters Score -366658.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -366664.312500 Penalty: 2689.331787
	Iteration 33Q: 3 clusters Score -366664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -366667.875000 Penalty: 2689.331787
	Iteration 34Q: 3 clusters Score -366667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -366669.468750 Penalty: 2689.331787
	Iteration 35Q: 3 clusters Score -366669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -366670.125000 Penalty: 2689.331787
	Iteration 36Q: 3 clusters Score -366670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -366671.562500 Penalty: 2689.331787
	Iteration 37Q: 3 clusters Score -366671.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -366671.593750 Penalty: 2689.331787
	Iteration 38Q: 3 clusters Score -366671.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -366672.062500 Penalty: 2689.331787
	Iteration 39Q: 3 clusters Score -366672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -366672.062500 Penalty: 2689.331787
	Iteration 40F: 3 clusters Score -366672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Entering Unmasked Estep 
Score: -1251777.750000 Penalty: 1543.923584
	Iteration 0F: 2 clusters Score -1251778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1242548.875000 Penalty: 3087.847168
	Iteration 0F: 3 clusters Score -1242549 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1245718.750000 Penalty: 3087.847168
	Iteration 1F: 3 clusters Score -1245719 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1246037.250000 Penalty: 3087.847168
	Iteration 2F: 3 clusters Score -1246037 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1246278.375000 Penalty: 3087.847168
	Iteration 3Q: 3 clusters Score -1246278 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1246480.500000 Penalty: 3087.847168
	Iteration 4Q: 3 clusters Score -1246480 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1246697.750000 Penalty: 3087.847168
	Iteration 5Q: 3 clusters Score -1246698 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1246935.375000 Penalty: 3087.847168
	Iteration 6Q: 3 clusters Score -1246935 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1247239.750000 Penalty: 3087.847168
	Iteration 7Q: 3 clusters Score -1247240 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1247642.750000 Penalty: 3087.847168
	Iteration 8Q: 3 clusters Score -1247643 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1248168.875000 Penalty: 3087.847168
	Iteration 9F: 3 clusters Score -1248169 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1248767.750000 Penalty: 3087.847168
	Iteration 10F: 3 clusters Score -1248768 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1249411.125000 Penalty: 3087.847168
	Iteration 11F: 3 clusters Score -1249411 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1249957.625000 Penalty: 3087.847168
	Iteration 12F: 3 clusters Score -1249958 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1250377.875000 Penalty: 3087.847168
	Iteration 13Q: 3 clusters Score -1250378 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1250666.875000 Penalty: 3087.847168
	Iteration 14Q: 3 clusters Score -1250667 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1250905.250000 Penalty: 3087.847168
	Iteration 15Q: 3 clusters Score -1250905 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1251116.750000 Penalty: 3087.847168
	Iteration 16Q: 3 clusters Score -1251117 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1251238.125000 Penalty: 3087.847168
	Iteration 17Q: 3 clusters Score -1251238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1251318.875000 Penalty: 3087.847168
	Iteration 18Q: 3 clusters Score -1251319 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1251363.250000 Penalty: 3087.847168
	Iteration 19Q: 3 clusters Score -1251363 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1251404.250000 Penalty: 3087.847168
	Iteration 20F: 3 clusters Score -1251404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1251443.500000 Penalty: 3087.847168
	Iteration 21Q: 3 clusters Score -1251444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1251482.125000 Penalty: 3087.847168
	Iteration 22Q: 3 clusters Score -1251482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1251512.250000 Penalty: 3087.847168
	Iteration 23Q: 3 clusters Score -1251512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1251523.625000 Penalty: 3087.847168
	Iteration 24Q: 3 clusters Score -1251524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1251539.500000 Penalty: 3087.847168
	Iteration 25Q: 3 clusters Score -1251540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1251553.125000 Penalty: 3087.847168
	Iteration 26Q: 3 clusters Score -1251553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1251559.875000 Penalty: 3087.847168
	Iteration 27Q: 3 clusters Score -1251560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1251563.375000 Penalty: 3087.847168
	Iteration 28Q: 3 clusters Score -1251563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1251570.750000 Penalty: 3087.847168
	Iteration 29Q: 3 clusters Score -1251571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1251574.500000 Penalty: 3087.847168
	Iteration 30Q: 3 clusters Score -1251574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1251579.125000 Penalty: 3087.847168
	Iteration 31Q: 3 clusters Score -1251579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1251580.375000 Penalty: 3087.847168
	Iteration 32Q: 3 clusters Score -1251580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1251581.125000 Penalty: 3087.847168
	Iteration 33Q: 3 clusters Score -1251581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1251582.500000 Penalty: 3087.847168
	Iteration 34Q: 3 clusters Score -1251582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1251584.750000 Penalty: 3087.847168
	Iteration 35Q: 3 clusters Score -1251585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1251587.750000 Penalty: 3087.847168
	Iteration 36Q: 3 clusters Score -1251588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1251590.000000 Penalty: 3087.847168
	Iteration 37Q: 3 clusters Score -1251590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1251588.750000 Penalty: 3087.847168
	Iteration 38Q: 3 clusters Score -1251589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1251591.375000 Penalty: 3087.847168
	Iteration 39Q: 3 clusters Score -1251591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1251591.125000 Penalty: 3087.847168
	Iteration 40F: 3 clusters Score -1251591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1251591.000000 Penalty: 3087.847168
	Iteration 41Q: 3 clusters Score -1251591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1251591.375000 Penalty: 3087.847168
	Iteration 42Q: 3 clusters Score -1251591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1251592.125000 Penalty: 3087.847168
	Iteration 43Q: 3 clusters Score -1251592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1251592.375000 Penalty: 3087.847168
	Iteration 44Q: 3 clusters Score -1251592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1251592.500000 Penalty: 3087.847168
	Iteration 45Q: 3 clusters Score -1251592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1251592.500000 Penalty: 3087.847168
	Iteration 46F: 3 clusters Score -1251592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Entering Unmasked Estep 
Score: -3667380.500000 Penalty: 1714.912842
	Iteration 0F: 2 clusters Score -3667380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3642033.750000 Penalty: 3429.825684
	Iteration 0F: 3 clusters Score -3642034 nChanged 17943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3652191.250000 Penalty: 3429.825684
	Iteration 1F: 3 clusters Score -3652191 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3652600.250000 Penalty: 3429.825684
	Iteration 2Q: 3 clusters Score -3652600 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3652996.750000 Penalty: 3429.825684
	Iteration 3Q: 3 clusters Score -3652997 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3653502.500000 Penalty: 3429.825684
	Iteration 4Q: 3 clusters Score -3653502 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3654056.250000 Penalty: 3429.825684
	Iteration 5Q: 3 clusters Score -3654056 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3654791.250000 Penalty: 3429.825684
	Iteration 6Q: 3 clusters Score -3654791 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3655741.250000 Penalty: 3429.825684
	Iteration 7F: 3 clusters Score -3655741 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3656958.250000 Penalty: 3429.825684
	Iteration 8F: 3 clusters Score -3656958 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3658366.250000 Penalty: 3429.825684
	Iteration 9F: 3 clusters Score -3658366 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3659740.750000 Penalty: 3429.825684
	Iteration 10F: 3 clusters Score -3659741 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3660640.750000 Penalty: 3429.825684
	Iteration 11Q: 3 clusters Score -3660641 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3661101.000000 Penalty: 3429.825684
	Iteration 12Q: 3 clusters Score -3661101 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3661311.500000 Penalty: 3429.825684
	Iteration 13Q: 3 clusters Score -3661312 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3661438.500000 Penalty: 3429.825684
	Iteration 14Q: 3 clusters Score -3661438 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3661511.750000 Penalty: 3429.825684
	Iteration 15Q: 3 clusters Score -3661512 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -3661574.750000 Penalty: 3429.825684
	Iteration 16Q: 3 clusters Score -3661575 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3661650.000000 Penalty: 3429.825684
	Iteration 17Q: 3 clusters Score -3661650 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3661727.250000 Penalty: 3429.825684
	Iteration 18Q: 3 clusters Score -3661727 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3661805.250000 Penalty: 3429.825684
	Iteration 19Q: 3 clusters Score -3661805 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -3661866.500000 Penalty: 3429.825684
	Iteration 20F: 3 clusters Score -3661866 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3661942.250000 Penalty: 3429.825684
	Iteration 21Q: 3 clusters Score -3661942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3661987.250000 Penalty: 3429.825684
	Iteration 22Q: 3 clusters Score -3661987 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3662044.000000 Penalty: 3429.825684
	Iteration 23Q: 3 clusters Score -3662044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3662116.500000 Penalty: 3429.825684
	Iteration 24Q: 3 clusters Score -3662116 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -3662199.500000 Penalty: 3429.825684
	Iteration 25Q: 3 clusters Score -3662200 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3662268.750000 Penalty: 3429.825684
	Iteration 26Q: 3 clusters Score -3662269 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3662331.250000 Penalty: 3429.825684
	Iteration 27Q: 3 clusters Score -3662331 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -3662389.250000 Penalty: 3429.825684
	Iteration 28Q: 3 clusters Score -3662389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -3662431.500000 Penalty: 3429.825684
	Iteration 29Q: 3 clusters Score -3662432 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -3662507.500000 Penalty: 3429.825684
	Iteration 30Q: 3 clusters Score -3662508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3662587.000000 Penalty: 3429.825684
	Iteration 31Q: 3 clusters Score -3662587 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3662668.750000 Penalty: 3429.825684
	Iteration 32Q: 3 clusters Score -3662669 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3662719.750000 Penalty: 3429.825684
	Iteration 33Q: 3 clusters Score -3662720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -3662782.750000 Penalty: 3429.825684
	Iteration 34Q: 3 clusters Score -3662783 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -3662882.750000 Penalty: 3429.825684
	Iteration 35Q: 3 clusters Score -3662883 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -3662972.000000 Penalty: 3429.825684
	Iteration 36Q: 3 clusters Score -3662972 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -3663089.750000 Penalty: 3429.825684
	Iteration 37Q: 3 clusters Score -3663090 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -3663187.750000 Penalty: 3429.825684
	Iteration 38Q: 3 clusters Score -3663188 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3663331.250000 Penalty: 3429.825684
	Iteration 39Q: 3 clusters Score -3663331 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -3663589.750000 Penalty: 3429.825684
	Iteration 40F: 3 clusters Score -3663590 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3663875.500000 Penalty: 3429.825684
	Iteration 41Q: 3 clusters Score -3663876 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -3664170.500000 Penalty: 3429.825684
	Iteration 42Q: 3 clusters Score -3664170 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3664460.500000 Penalty: 3429.825684
	Iteration 43Q: 3 clusters Score -3664460 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -3664775.500000 Penalty: 3429.825684
	Iteration 44Q: 3 clusters Score -3664776 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3665052.250000 Penalty: 3429.825684
	Iteration 45Q: 3 clusters Score -3665052 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -3665265.000000 Penalty: 3429.825684
	Iteration 46Q: 3 clusters Score -3665265 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -3665469.250000 Penalty: 3429.825684
	Iteration 47Q: 3 clusters Score -3665469 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -3665623.250000 Penalty: 3429.825684
	Iteration 48Q: 3 clusters Score -3665623 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -3665778.750000 Penalty: 3429.825684
	Iteration 49Q: 3 clusters Score -3665779 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -3665878.750000 Penalty: 3429.825684
	Iteration 50Q: 3 clusters Score -3665879 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -3665949.500000 Penalty: 3429.825684
	Iteration 51Q: 3 clusters Score -3665950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -3666003.250000 Penalty: 3429.825684
	Iteration 52Q: 3 clusters Score -3666003 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -3666047.000000 Penalty: 3429.825684
	Iteration 53Q: 3 clusters Score -3666047 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -3666081.750000 Penalty: 3429.825684
	Iteration 54Q: 3 clusters Score -3666082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -3666090.750000 Penalty: 3429.825684
	Iteration 55Q: 3 clusters Score -3666091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -3666105.750000 Penalty: 3429.825684
	Iteration 56Q: 3 clusters Score -3666106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3666115.000000 Penalty: 3429.825684
	Iteration 57Q: 3 clusters Score -3666115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -3666117.750000 Penalty: 3429.825684
	Iteration 58Q: 3 clusters Score -3666118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -3666124.000000 Penalty: 3429.825684
	Iteration 59Q: 3 clusters Score -3666124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -3666127.250000 Penalty: 3429.825684
	Iteration 60F: 3 clusters Score -3666127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -3666136.750000 Penalty: 3429.825684
	Iteration 61Q: 3 clusters Score -3666137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -3666146.000000 Penalty: 3429.825684
	Iteration 62Q: 3 clusters Score -3666146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -3666148.500000 Penalty: 3429.825684
	Iteration 63Q: 3 clusters Score -3666148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -3666145.000000 Penalty: 3429.825684
	Iteration 64Q: 3 clusters Score -3666145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -3666141.000000 Penalty: 3429.825684
	Iteration 65Q: 3 clusters Score -3666141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -3666138.500000 Penalty: 3429.825684
	Iteration 66Q: 3 clusters Score -3666138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -3666138.250000 Penalty: 3429.825684
	Iteration 67Q: 3 clusters Score -3666138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -3666144.500000 Penalty: 3429.825684
	Iteration 68Q: 3 clusters Score -3666144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -3666138.750000 Penalty: 3429.825684
	Iteration 69Q: 3 clusters Score -3666139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -3666139.500000 Penalty: 3429.825684
	Iteration 70Q: 3 clusters Score -3666140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -3666145.750000 Penalty: 3429.825684
	Iteration 71Q: 3 clusters Score -3666146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -3666145.000000 Penalty: 3429.825684
	Iteration 72Q: 3 clusters Score -3666145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -3666150.250000 Penalty: 3429.825684
	Iteration 73Q: 3 clusters Score -3666150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -3666153.250000 Penalty: 3429.825684
	Iteration 74Q: 3 clusters Score -3666153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -3666156.250000 Penalty: 3429.825684
	Iteration 75Q: 3 clusters Score -3666156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -3666156.750000 Penalty: 3429.825684
	Iteration 76Q: 3 clusters Score -3666157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -3666156.750000 Penalty: 3429.825684
	Iteration 77F: 3 clusters Score -3666157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Entering Unmasked Estep 
Score: -375628.500000 Penalty: 1354.858154
	Iteration 0F: 2 clusters Score -375628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -372162.375000 Penalty: 2709.716309
	Iteration 0F: 3 clusters Score -372162.4 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -373096.781250 Penalty: 2709.716309
	Iteration 1F: 3 clusters Score -373096.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -373312.843750 Penalty: 2709.716309
	Iteration 2F: 3 clusters Score -373312.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -373456.562500 Penalty: 2709.716309
	Iteration 3F: 3 clusters Score -373456.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -373590.843750 Penalty: 2709.716309
	Iteration 4Q: 3 clusters Score -373590.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -373698.312500 Penalty: 2709.716309
	Iteration 5Q: 3 clusters Score -373698.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -373777.875000 Penalty: 2709.716309
	Iteration 6Q: 3 clusters Score -373777.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -373856.093750 Penalty: 2709.716309
	Iteration 7Q: 3 clusters Score -373856.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -373916.531250 Penalty: 2709.716309
	Iteration 8Q: 3 clusters Score -373916.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -373985.843750 Penalty: 2709.716309
	Iteration 9Q: 3 clusters Score -373985.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -374050.906250 Penalty: 2709.716309
	Iteration 10Q: 3 clusters Score -374050.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -374101.968750 Penalty: 2709.716309
	Iteration 11Q: 3 clusters Score -374102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -374144.937500 Penalty: 2709.716309
	Iteration 12Q: 3 clusters Score -374144.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -374185.968750 Penalty: 2709.716309
	Iteration 13Q: 3 clusters Score -374186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -374222.437500 Penalty: 2709.716309
	Iteration 14Q: 3 clusters Score -374222.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -374257.625000 Penalty: 2709.716309
	Iteration 15Q: 3 clusters Score -374257.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -374283.125000 Penalty: 2709.716309
	Iteration 16Q: 3 clusters Score -374283.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -374307.781250 Penalty: 2709.716309
	Iteration 17Q: 3 clusters Score -374307.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -374328.593750 Penalty: 2709.716309
	Iteration 18Q: 3 clusters Score -374328.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -374349.406250 Penalty: 2709.716309
	Iteration 19Q: 3 clusters Score -374349.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -374367.531250 Penalty: 2709.716309
	Iteration 20F: 3 clusters Score -374367.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -374381.687500 Penalty: 2709.716309
	Iteration 21Q: 3 clusters Score -374381.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -374387.718750 Penalty: 2709.716309
	Iteration 22Q: 3 clusters Score -374387.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -374392.812500 Penalty: 2709.716309
	Iteration 23Q: 3 clusters Score -374392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -374395.562500 Penalty: 2709.716309
	Iteration 24Q: 3 clusters Score -374395.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -374399.625000 Penalty: 2709.716309
	Iteration 25Q: 3 clusters Score -374399.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -374402.781250 Penalty: 2709.716309
	Iteration 26Q: 3 clusters Score -374402.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -374407.500000 Penalty: 2709.716309
	Iteration 27Q: 3 clusters Score -374407.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -374412.906250 Penalty: 2709.716309
	Iteration 28Q: 3 clusters Score -374412.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -374417.218750 Penalty: 2709.716309
	Iteration 29Q: 3 clusters Score -374417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -374421.687500 Penalty: 2709.716309
	Iteration 30Q: 3 clusters Score -374421.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -374425.625000 Penalty: 2709.716309
	Iteration 31Q: 3 clusters Score -374425.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -374430.656250 Penalty: 2709.716309
	Iteration 32Q: 3 clusters Score -374430.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -374436.187500 Penalty: 2709.716309
	Iteration 33Q: 3 clusters Score -374436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -374438.812500 Penalty: 2709.716309
	Iteration 34Q: 3 clusters Score -374438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -374439.875000 Penalty: 2709.716309
	Iteration 35Q: 3 clusters Score -374439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -374441.500000 Penalty: 2709.716309
	Iteration 36Q: 3 clusters Score -374441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -374443.718750 Penalty: 2709.716309
	Iteration 37Q: 3 clusters Score -374443.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -374447.125000 Penalty: 2709.716309
	Iteration 38Q: 3 clusters Score -374447.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -374451.093750 Penalty: 2709.716309
	Iteration 39Q: 3 clusters Score -374451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -374452.750000 Penalty: 2709.716309
	Iteration 40F: 3 clusters Score -374452.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -374455.468750 Penalty: 2709.716309
	Iteration 41Q: 3 clusters Score -374455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -374455.781250 Penalty: 2709.716309
	Iteration 42Q: 3 clusters Score -374455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -374457.500000 Penalty: 2709.716309
	Iteration 43Q: 3 clusters Score -374457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -374457.718750 Penalty: 2709.716309
	Iteration 44Q: 3 clusters Score -374457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -374458.593750 Penalty: 2709.716309
	Iteration 45Q: 3 clusters Score -374458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374458.656250 Penalty: 2709.716309
	Iteration 46Q: 3 clusters Score -374458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374458.687500 Penalty: 2709.716309
	Iteration 47Q: 3 clusters Score -374458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -374459.625000 Penalty: 2709.716309
	Iteration 48Q: 3 clusters Score -374459.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -374461.281250 Penalty: 2709.716309
	Iteration 49Q: 3 clusters Score -374461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -374462.000000 Penalty: 2709.716309
	Iteration 50Q: 3 clusters Score -374462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -374462.625000 Penalty: 2709.716309
	Iteration 51Q: 3 clusters Score -374462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -374463.093750 Penalty: 2709.716309
	Iteration 52Q: 3 clusters Score -374463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -374464.187500 Penalty: 2709.716309
	Iteration 53Q: 3 clusters Score -374464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -374464.343750 Penalty: 2709.716309
	Iteration 54Q: 3 clusters Score -374464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -374464.906250 Penalty: 2709.716309
	Iteration 55Q: 3 clusters Score -374464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -374466.031250 Penalty: 2709.716309
	Iteration 56Q: 3 clusters Score -374466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -374465.906250 Penalty: 2709.716309
	Iteration 57Q: 3 clusters Score -374465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -374466.781250 Penalty: 2709.716309
	Iteration 58Q: 3 clusters Score -374466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -374466.781250 Penalty: 2709.716309
	Iteration 59F: 3 clusters Score -374466.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Entering Unmasked Estep 
Score: -5176095.000000 Penalty: 1775.072998
	Iteration 0F: 2 clusters Score -5176095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5151639.500000 Penalty: 3550.145996
	Iteration 0F: 3 clusters Score -5151640 nChanged 26101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5166844.000000 Penalty: 3550.145996
	Iteration 1F: 3 clusters Score -5166844 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5167416.500000 Penalty: 3550.145996
	Iteration 2Q: 3 clusters Score -5167416 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -5167914.000000 Penalty: 3550.145996
	Iteration 3Q: 3 clusters Score -5167914 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -5168512.500000 Penalty: 3550.145996
	Iteration 4Q: 3 clusters Score -5168512 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -5169403.000000 Penalty: 3550.145996
	Iteration 5Q: 3 clusters Score -5169403 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5170539.500000 Penalty: 3550.145996
	Iteration 6Q: 3 clusters Score -5170540 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5172052.500000 Penalty: 3550.145996
	Iteration 7F: 3 clusters Score -5172052 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -5173441.000000 Penalty: 3550.145996
	Iteration 8F: 3 clusters Score -5173441 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -5174128.000000 Penalty: 3550.145996
	Iteration 9F: 3 clusters Score -5174128 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5174540.500000 Penalty: 3550.145996
	Iteration 10F: 3 clusters Score -5174540 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -5175216.500000 Penalty: 3550.145996
	Iteration 11Q: 3 clusters Score -5175216 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5176017.500000 Penalty: 3550.145996
	Iteration 12Q: 3 clusters Score -5176018 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5176473.500000 Penalty: 3550.145996
	Iteration 13Q: 3 clusters Score -5176474 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -5176655.000000 Penalty: 3550.145996
	Iteration 14Q: 3 clusters Score -5176655 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -5176712.000000 Penalty: 3550.145996
	Iteration 15Q: 3 clusters Score -5176712 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -5176740.000000 Penalty: 3550.145996
	Iteration 16Q: 3 clusters Score -5176740 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -5176771.500000 Penalty: 3550.145996
	Iteration 17Q: 3 clusters Score -5176772 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -5176799.500000 Penalty: 3550.145996
	Iteration 18Q: 3 clusters Score -5176800 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5176823.000000 Penalty: 3550.145996
	Iteration 19Q: 3 clusters Score -5176823 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -5176871.500000 Penalty: 3550.145996
	Iteration 20F: 3 clusters Score -5176872 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5176905.000000 Penalty: 3550.145996
	Iteration 21Q: 3 clusters Score -5176905 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5176944.500000 Penalty: 3550.145996
	Iteration 22Q: 3 clusters Score -5176944 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -5176998.500000 Penalty: 3550.145996
	Iteration 23Q: 3 clusters Score -5176998 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -5177005.000000 Penalty: 3550.145996
	Iteration 24Q: 3 clusters Score -5177005 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5177065.000000 Penalty: 3550.145996
	Iteration 25Q: 3 clusters Score -5177065 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5177111.000000 Penalty: 3550.145996
	Iteration 26Q: 3 clusters Score -5177111 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -5177168.000000 Penalty: 3550.145996
	Iteration 27Q: 3 clusters Score -5177168 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -5177235.000000 Penalty: 3550.145996
	Iteration 28Q: 3 clusters Score -5177235 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -5177309.500000 Penalty: 3550.145996
	Iteration 29Q: 3 clusters Score -5177310 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -5177361.500000 Penalty: 3550.145996
	Iteration 30Q: 3 clusters Score -5177362 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -5177399.000000 Penalty: 3550.145996
	Iteration 31Q: 3 clusters Score -5177399 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -5177442.500000 Penalty: 3550.145996
	Iteration 32Q: 3 clusters Score -5177442 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5177477.500000 Penalty: 3550.145996
	Iteration 33Q: 3 clusters Score -5177478 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -5177510.500000 Penalty: 3550.145996
	Iteration 34Q: 3 clusters Score -5177510 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5177597.000000 Penalty: 3550.145996
	Iteration 35Q: 3 clusters Score -5177597 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5177635.000000 Penalty: 3550.145996
	Iteration 36Q: 3 clusters Score -5177635 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5177731.500000 Penalty: 3550.145996
	Iteration 37Q: 3 clusters Score -5177732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5177835.500000 Penalty: 3550.145996
	Iteration 38Q: 3 clusters Score -5177836 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -5177895.000000 Penalty: 3550.145996
	Iteration 39Q: 3 clusters Score -5177895 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5177959.000000 Penalty: 3550.145996
	Iteration 40F: 3 clusters Score -5177959 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -5178037.000000 Penalty: 3550.145996
	Iteration 41Q: 3 clusters Score -5178037 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -5178115.000000 Penalty: 3550.145996
	Iteration 42Q: 3 clusters Score -5178115 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -5178203.500000 Penalty: 3550.145996
	Iteration 43Q: 3 clusters Score -5178204 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -5178305.500000 Penalty: 3550.145996
	Iteration 44Q: 3 clusters Score -5178306 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5178368.000000 Penalty: 3550.145996
	Iteration 45Q: 3 clusters Score -5178368 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -5178430.500000 Penalty: 3550.145996
	Iteration 46Q: 3 clusters Score -5178430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5178482.000000 Penalty: 3550.145996
	Iteration 47Q: 3 clusters Score -5178482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -5178527.500000 Penalty: 3550.145996
	Iteration 48Q: 3 clusters Score -5178528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -5178569.000000 Penalty: 3550.145996
	Iteration 49Q: 3 clusters Score -5178569 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -5178576.500000 Penalty: 3550.145996
	Iteration 50Q: 3 clusters Score -5178576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -5178591.000000 Penalty: 3550.145996
	Iteration 51Q: 3 clusters Score -5178591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -5178601.000000 Penalty: 3550.145996
	Iteration 52Q: 3 clusters Score -5178601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -5178611.000000 Penalty: 3550.145996
	Iteration 53Q: 3 clusters Score -5178611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5178634.000000 Penalty: 3550.145996
	Iteration 54Q: 3 clusters Score -5178634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -5178655.500000 Penalty: 3550.145996
	Iteration 55Q: 3 clusters Score -5178656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5178673.500000 Penalty: 3550.145996
	Iteration 56Q: 3 clusters Score -5178674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5178692.500000 Penalty: 3550.145996
	Iteration 57Q: 3 clusters Score -5178692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5178717.500000 Penalty: 3550.145996
	Iteration 58Q: 3 clusters Score -5178718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5178725.500000 Penalty: 3550.145996
	Iteration 59Q: 3 clusters Score -5178726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5178764.000000 Penalty: 3550.145996
	Iteration 60F: 3 clusters Score -5178764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5178791.500000 Penalty: 3550.145996
	Iteration 61Q: 3 clusters Score -5178792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5178819.500000 Penalty: 3550.145996
	Iteration 62Q: 3 clusters Score -5178820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5178830.500000 Penalty: 3550.145996
	Iteration 63Q: 3 clusters Score -5178830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5178832.000000 Penalty: 3550.145996
	Iteration 64Q: 3 clusters Score -5178832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5178837.000000 Penalty: 3550.145996
	Iteration 65Q: 3 clusters Score -5178837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5178858.000000 Penalty: 3550.145996
	Iteration 66Q: 3 clusters Score -5178858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5178868.500000 Penalty: 3550.145996
	Iteration 67Q: 3 clusters Score -5178868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5178873.000000 Penalty: 3550.145996
	Iteration 68Q: 3 clusters Score -5178873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5178874.000000 Penalty: 3550.145996
	Iteration 69Q: 3 clusters Score -5178874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5178875.500000 Penalty: 3550.145996
	Iteration 70Q: 3 clusters Score -5178876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5178878.500000 Penalty: 3550.145996
	Iteration 71Q: 3 clusters Score -5178878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5178880.500000 Penalty: 3550.145996
	Iteration 72Q: 3 clusters Score -5178880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5178888.000000 Penalty: 3550.145996
	Iteration 73Q: 3 clusters Score -5178888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -5178893.000000 Penalty: 3550.145996
	Iteration 74Q: 3 clusters Score -5178893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5178893.000000 Penalty: 3550.145996
	Iteration 75Q: 3 clusters Score -5178893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5178899.000000 Penalty: 3550.145996
	Iteration 76Q: 3 clusters Score -5178899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5178893.500000 Penalty: 3550.145996
	Iteration 77Q: 3 clusters Score -5178894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -5178902.000000 Penalty: 3550.145996
	Iteration 78Q: 3 clusters Score -5178902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5178900.000000 Penalty: 3550.145996
	Iteration 79Q: 3 clusters Score -5178900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5178905.000000 Penalty: 3550.145996
	Iteration 80F: 3 clusters Score -5178905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5178903.500000 Penalty: 3550.145996
	Iteration 81Q: 3 clusters Score -5178904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5178896.000000 Penalty: 3550.145996
	Iteration 82Q: 3 clusters Score -5178896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5178899.000000 Penalty: 3550.145996
	Iteration 83Q: 3 clusters Score -5178899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5178906.000000 Penalty: 3550.145996
	Iteration 84Q: 3 clusters Score -5178906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5178914.000000 Penalty: 3550.145996
	Iteration 85Q: 3 clusters Score -5178914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5178914.000000 Penalty: 3550.145996
	Iteration 86Q: 3 clusters Score -5178914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -5178910.000000 Penalty: 3550.145996
	Iteration 87Q: 3 clusters Score -5178910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5178922.500000 Penalty: 3550.145996
	Iteration 88Q: 3 clusters Score -5178922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -5178937.500000 Penalty: 3550.145996
	Iteration 89Q: 3 clusters Score -5178938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -5178928.000000 Penalty: 3550.145996
	Iteration 90Q: 3 clusters Score -5178928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5178932.000000 Penalty: 3550.145996
	Iteration 91Q: 3 clusters Score -5178932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5178922.500000 Penalty: 3550.145996
	Iteration 92Q: 3 clusters Score -5178922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -5178934.000000 Penalty: 3550.145996
	Iteration 93Q: 3 clusters Score -5178934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5178933.500000 Penalty: 3550.145996
	Iteration 94Q: 3 clusters Score -5178934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -5178941.000000 Penalty: 3550.145996
	Iteration 95Q: 3 clusters Score -5178941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5178941.500000 Penalty: 3550.145996
	Iteration 96Q: 3 clusters Score -5178942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5178950.000000 Penalty: 3550.145996
	Iteration 97Q: 3 clusters Score -5178950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5178955.500000 Penalty: 3550.145996
	Iteration 98Q: 3 clusters Score -5178956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -5178947.000000 Penalty: 3550.145996
	Iteration 99Q: 3 clusters Score -5178947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5178940.500000 Penalty: 3550.145996
	Iteration 100F: 3 clusters Score -5178940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5178934.500000 Penalty: 3550.145996
	Iteration 101Q: 3 clusters Score -5178934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5178938.500000 Penalty: 3550.145996
	Iteration 102Q: 3 clusters Score -5178938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5178938.000000 Penalty: 3550.145996
	Iteration 103Q: 3 clusters Score -5178938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -5178940.500000 Penalty: 3550.145996
	Iteration 104Q: 3 clusters Score -5178940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5178942.000000 Penalty: 3550.145996
	Iteration 105Q: 3 clusters Score -5178942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5178934.000000 Penalty: 3550.145996
	Iteration 106Q: 3 clusters Score -5178934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5178934.500000 Penalty: 3550.145996
	Iteration 107Q: 3 clusters Score -5178934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5178933.000000 Penalty: 3550.145996
	Iteration 108Q: 3 clusters Score -5178933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5178935.500000 Penalty: 3550.145996
	Iteration 109Q: 3 clusters Score -5178936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5178938.500000 Penalty: 3550.145996
	Iteration 110Q: 3 clusters Score -5178938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5178937.500000 Penalty: 3550.145996
	Iteration 111Q: 3 clusters Score -5178938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5178937.500000 Penalty: 3550.145996
	Iteration 112F: 3 clusters Score -5178938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36775 members 
Mstep: Class 9 contains 17224 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 1942 members 
Mstep: Class 18 contains 54400 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 42215 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 1384 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 46222 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 30808 members 
Mstep: Class 37 contains 21114 members 
Entering Unmasked Estep 
Score: -49747976.000000 Penalty: 79399.695312
Splitting cluster 5 changes total score from -49744908.000000 to -49747976.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 6 (43206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Entering Unmasked Estep 
Score: -4240942.000000 Penalty: 1734.481934
	Iteration 0F: 2 clusters Score -4240942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -4219601.500000 Penalty: 3468.963867
	Iteration 0F: 3 clusters Score -4219602 nChanged 20207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4230957.500000 Penalty: 3468.963867
	Iteration 1F: 3 clusters Score -4230958 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4231666.500000 Penalty: 3468.963867
	Iteration 2Q: 3 clusters Score -4231666 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -4232641.000000 Penalty: 3468.963867
	Iteration 3F: 3 clusters Score -4232641 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4233987.000000 Penalty: 3468.963867
	Iteration 4F: 3 clusters Score -4233987 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4235791.000000 Penalty: 3468.963867
	Iteration 5F: 3 clusters Score -4235791 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4238043.000000 Penalty: 3468.963867
	Iteration 6F: 3 clusters Score -4238043 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -4239549.000000 Penalty: 3468.963867
	Iteration 7F: 3 clusters Score -4239549 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -4239672.500000 Penalty: 3468.963867
	Iteration 8F: 3 clusters Score -4239672 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4239645.000000 Penalty: 3468.963867
	Iteration 9Q: 3 clusters Score -4239645 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -4239648.500000 Penalty: 3468.963867
	Iteration 10Q: 3 clusters Score -4239648 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -4239711.000000 Penalty: 3468.963867
	Iteration 11Q: 3 clusters Score -4239711 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -4239803.500000 Penalty: 3468.963867
	Iteration 12Q: 3 clusters Score -4239804 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -4239872.000000 Penalty: 3468.963867
	Iteration 13Q: 3 clusters Score -4239872 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -4239946.000000 Penalty: 3468.963867
	Iteration 14Q: 3 clusters Score -4239946 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -4239983.000000 Penalty: 3468.963867
	Iteration 15Q: 3 clusters Score -4239983 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -4240008.000000 Penalty: 3468.963867
	Iteration 16Q: 3 clusters Score -4240008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -4240036.500000 Penalty: 3468.963867
	Iteration 17Q: 3 clusters Score -4240036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -4240047.500000 Penalty: 3468.963867
	Iteration 18Q: 3 clusters Score -4240048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -4240076.000000 Penalty: 3468.963867
	Iteration 19Q: 3 clusters Score -4240076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -4240093.000000 Penalty: 3468.963867
	Iteration 20F: 3 clusters Score -4240093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4240113.000000 Penalty: 3468.963867
	Iteration 21Q: 3 clusters Score -4240113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -4240131.500000 Penalty: 3468.963867
	Iteration 22Q: 3 clusters Score -4240132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -4240144.000000 Penalty: 3468.963867
	Iteration 23Q: 3 clusters Score -4240144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -4240161.500000 Penalty: 3468.963867
	Iteration 24Q: 3 clusters Score -4240162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -4240177.000000 Penalty: 3468.963867
	Iteration 25Q: 3 clusters Score -4240177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -4240184.000000 Penalty: 3468.963867
	Iteration 26Q: 3 clusters Score -4240184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -4240197.500000 Penalty: 3468.963867
	Iteration 27Q: 3 clusters Score -4240198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -4240212.500000 Penalty: 3468.963867
	Iteration 28Q: 3 clusters Score -4240212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -4240212.500000 Penalty: 3468.963867
	Iteration 29Q: 3 clusters Score -4240212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4240201.500000 Penalty: 3468.963867
	Iteration 30Q: 3 clusters Score -4240202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -4240193.500000 Penalty: 3468.963867
	Iteration 31Q: 3 clusters Score -4240194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -4240207.000000 Penalty: 3468.963867
	Iteration 32Q: 3 clusters Score -4240207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -4240197.000000 Penalty: 3468.963867
	Iteration 33Q: 3 clusters Score -4240197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -4240191.500000 Penalty: 3468.963867
	Iteration 34Q: 3 clusters Score -4240192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -4240180.500000 Penalty: 3468.963867
	Iteration 35Q: 3 clusters Score -4240180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -4240187.000000 Penalty: 3468.963867
	Iteration 36Q: 3 clusters Score -4240187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -4240188.500000 Penalty: 3468.963867
	Iteration 37Q: 3 clusters Score -4240188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -4240188.500000 Penalty: 3468.963867
	Iteration 38Q: 3 clusters Score -4240188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -4240183.000000 Penalty: 3468.963867
	Iteration 39Q: 3 clusters Score -4240183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -4240185.500000 Penalty: 3468.963867
	Iteration 40F: 3 clusters Score -4240186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -4240179.000000 Penalty: 3468.963867
	Iteration 41Q: 3 clusters Score -4240179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -4240178.000000 Penalty: 3468.963867
	Iteration 42Q: 3 clusters Score -4240178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -4240180.000000 Penalty: 3468.963867
	Iteration 43Q: 3 clusters Score -4240180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -4240183.500000 Penalty: 3468.963867
	Iteration 44Q: 3 clusters Score -4240184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -4240179.500000 Penalty: 3468.963867
	Iteration 45Q: 3 clusters Score -4240180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -4240173.000000 Penalty: 3468.963867
	Iteration 46Q: 3 clusters Score -4240173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -4240178.000000 Penalty: 3468.963867
	Iteration 47Q: 3 clusters Score -4240178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -4240179.500000 Penalty: 3468.963867
	Iteration 48Q: 3 clusters Score -4240180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4240181.500000 Penalty: 3468.963867
	Iteration 49Q: 3 clusters Score -4240182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4240181.500000 Penalty: 3468.963867
	Iteration 50F: 3 clusters Score -4240182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -85875.671875 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -85875.67 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 580 members 
Entering Unmasked Estep 
Score: -84445.828125 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -84445.83 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84964.500000 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -84964.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -85269.335938 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -85269.34 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -85459.632812 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -85459.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -85566.343750 Penalty: 2276.291504
	Iteration 4Q: 3 clusters Score -85566.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85630.281250 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -85630.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85659.906250 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -85659.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85669.664062 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -85669.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -85670.234375 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -85670.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -85670.234375 Penalty: 2276.291504
	Iteration 9F: 3 clusters Score -85670.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Entering Unmasked Estep 
Score: -3367451.500000 Penalty: 1708.293213
	Iteration 0F: 2 clusters Score -3367452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3344340.000000 Penalty: 3416.586426
	Iteration 0F: 3 clusters Score -3344340 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3353981.000000 Penalty: 3416.586426
	Iteration 1F: 3 clusters Score -3353981 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3354525.000000 Penalty: 3416.586426
	Iteration 2Q: 3 clusters Score -3354525 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3355068.500000 Penalty: 3416.586426
	Iteration 3Q: 3 clusters Score -3355068 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3355728.000000 Penalty: 3416.586426
	Iteration 4Q: 3 clusters Score -3355728 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3356596.000000 Penalty: 3416.586426
	Iteration 5Q: 3 clusters Score -3356596 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3357823.250000 Penalty: 3416.586426
	Iteration 6F: 3 clusters Score -3357823 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3359412.250000 Penalty: 3416.586426
	Iteration 7F: 3 clusters Score -3359412 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3361378.500000 Penalty: 3416.586426
	Iteration 8F: 3 clusters Score -3361378 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3363509.000000 Penalty: 3416.586426
	Iteration 9F: 3 clusters Score -3363509 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3365324.250000 Penalty: 3416.586426
	Iteration 10F: 3 clusters Score -3365324 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3366167.750000 Penalty: 3416.586426
	Iteration 11Q: 3 clusters Score -3366168 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3366321.250000 Penalty: 3416.586426
	Iteration 12Q: 3 clusters Score -3366321 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3366333.500000 Penalty: 3416.586426
	Iteration 13Q: 3 clusters Score -3366334 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3366380.500000 Penalty: 3416.586426
	Iteration 14Q: 3 clusters Score -3366380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3366418.000000 Penalty: 3416.586426
	Iteration 15Q: 3 clusters Score -3366418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3366440.500000 Penalty: 3416.586426
	Iteration 16Q: 3 clusters Score -3366440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3366469.000000 Penalty: 3416.586426
	Iteration 17Q: 3 clusters Score -3366469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3366496.000000 Penalty: 3416.586426
	Iteration 18Q: 3 clusters Score -3366496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3366504.250000 Penalty: 3416.586426
	Iteration 19Q: 3 clusters Score -3366504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3366508.750000 Penalty: 3416.586426
	Iteration 20F: 3 clusters Score -3366509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3366512.500000 Penalty: 3416.586426
	Iteration 21Q: 3 clusters Score -3366512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3366515.500000 Penalty: 3416.586426
	Iteration 22Q: 3 clusters Score -3366516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3366517.250000 Penalty: 3416.586426
	Iteration 23Q: 3 clusters Score -3366517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3366515.000000 Penalty: 3416.586426
	Iteration 24Q: 3 clusters Score -3366515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3366514.500000 Penalty: 3416.586426
	Iteration 25Q: 3 clusters Score -3366514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3366521.250000 Penalty: 3416.586426
	Iteration 26Q: 3 clusters Score -3366521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3366526.250000 Penalty: 3416.586426
	Iteration 27Q: 3 clusters Score -3366526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3366522.750000 Penalty: 3416.586426
	Iteration 28Q: 3 clusters Score -3366523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3366524.250000 Penalty: 3416.586426
	Iteration 29Q: 3 clusters Score -3366524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3366526.250000 Penalty: 3416.586426
	Iteration 30Q: 3 clusters Score -3366526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3366528.500000 Penalty: 3416.586426
	Iteration 31Q: 3 clusters Score -3366528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3366528.000000 Penalty: 3416.586426
	Iteration 32Q: 3 clusters Score -3366528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3366530.250000 Penalty: 3416.586426
	Iteration 33Q: 3 clusters Score -3366530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3366530.250000 Penalty: 3416.586426
	Iteration 34F: 3 clusters Score -3366530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Entering Unmasked Estep 
Score: -1612687.375000 Penalty: 1585.034546
	Iteration 0F: 2 clusters Score -1612687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1600815.500000 Penalty: 3170.069092
	Iteration 0F: 3 clusters Score -1600816 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1605027.625000 Penalty: 3170.069092
	Iteration 1F: 3 clusters Score -1605028 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1605387.375000 Penalty: 3170.069092
	Iteration 2F: 3 clusters Score -1605387 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1605743.375000 Penalty: 3170.069092
	Iteration 3Q: 3 clusters Score -1605743 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1606134.125000 Penalty: 3170.069092
	Iteration 4Q: 3 clusters Score -1606134 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1606541.625000 Penalty: 3170.069092
	Iteration 5Q: 3 clusters Score -1606542 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1607021.250000 Penalty: 3170.069092
	Iteration 6Q: 3 clusters Score -1607021 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1607700.875000 Penalty: 3170.069092
	Iteration 7F: 3 clusters Score -1607701 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1608599.375000 Penalty: 3170.069092
	Iteration 8F: 3 clusters Score -1608599 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1609407.000000 Penalty: 3170.069092
	Iteration 9F: 3 clusters Score -1609407 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1609934.750000 Penalty: 3170.069092
	Iteration 10Q: 3 clusters Score -1609935 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1610259.875000 Penalty: 3170.069092
	Iteration 11Q: 3 clusters Score -1610260 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1610472.250000 Penalty: 3170.069092
	Iteration 12Q: 3 clusters Score -1610472 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1610618.250000 Penalty: 3170.069092
	Iteration 13Q: 3 clusters Score -1610618 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1610741.125000 Penalty: 3170.069092
	Iteration 14Q: 3 clusters Score -1610741 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1610859.375000 Penalty: 3170.069092
	Iteration 15Q: 3 clusters Score -1610859 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1610976.250000 Penalty: 3170.069092
	Iteration 16Q: 3 clusters Score -1610976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1611043.625000 Penalty: 3170.069092
	Iteration 17Q: 3 clusters Score -1611044 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1611112.000000 Penalty: 3170.069092
	Iteration 18Q: 3 clusters Score -1611112 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1611165.125000 Penalty: 3170.069092
	Iteration 19Q: 3 clusters Score -1611165 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1611206.000000 Penalty: 3170.069092
	Iteration 20F: 3 clusters Score -1611206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1611236.000000 Penalty: 3170.069092
	Iteration 21Q: 3 clusters Score -1611236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1611265.625000 Penalty: 3170.069092
	Iteration 22Q: 3 clusters Score -1611266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1611290.750000 Penalty: 3170.069092
	Iteration 23Q: 3 clusters Score -1611291 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1611303.625000 Penalty: 3170.069092
	Iteration 24Q: 3 clusters Score -1611304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1611326.250000 Penalty: 3170.069092
	Iteration 25Q: 3 clusters Score -1611326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1611337.500000 Penalty: 3170.069092
	Iteration 26Q: 3 clusters Score -1611338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1611346.500000 Penalty: 3170.069092
	Iteration 27Q: 3 clusters Score -1611346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1611351.125000 Penalty: 3170.069092
	Iteration 28Q: 3 clusters Score -1611351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1611356.500000 Penalty: 3170.069092
	Iteration 29Q: 3 clusters Score -1611356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1611367.500000 Penalty: 3170.069092
	Iteration 30Q: 3 clusters Score -1611368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1611376.125000 Penalty: 3170.069092
	Iteration 31Q: 3 clusters Score -1611376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1611381.250000 Penalty: 3170.069092
	Iteration 32Q: 3 clusters Score -1611381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1611382.625000 Penalty: 3170.069092
	Iteration 33Q: 3 clusters Score -1611383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1611384.125000 Penalty: 3170.069092
	Iteration 34Q: 3 clusters Score -1611384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1611389.750000 Penalty: 3170.069092
	Iteration 35Q: 3 clusters Score -1611390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1611386.875000 Penalty: 3170.069092
	Iteration 36Q: 3 clusters Score -1611387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1611385.000000 Penalty: 3170.069092
	Iteration 37Q: 3 clusters Score -1611385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1611386.625000 Penalty: 3170.069092
	Iteration 38Q: 3 clusters Score -1611387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1611385.500000 Penalty: 3170.069092
	Iteration 39Q: 3 clusters Score -1611386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1611387.750000 Penalty: 3170.069092
	Iteration 40F: 3 clusters Score -1611388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1611385.875000 Penalty: 3170.069092
	Iteration 41Q: 3 clusters Score -1611386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1611383.250000 Penalty: 3170.069092
	Iteration 42Q: 3 clusters Score -1611383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1611389.500000 Penalty: 3170.069092
	Iteration 43Q: 3 clusters Score -1611390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1611393.375000 Penalty: 3170.069092
	Iteration 44Q: 3 clusters Score -1611393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1611392.750000 Penalty: 3170.069092
	Iteration 45Q: 3 clusters Score -1611393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1611398.625000 Penalty: 3170.069092
	Iteration 46Q: 3 clusters Score -1611399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1611401.750000 Penalty: 3170.069092
	Iteration 47Q: 3 clusters Score -1611402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1611402.125000 Penalty: 3170.069092
	Iteration 48Q: 3 clusters Score -1611402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1611401.625000 Penalty: 3170.069092
	Iteration 49Q: 3 clusters Score -1611402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1611407.125000 Penalty: 3170.069092
	Iteration 50Q: 3 clusters Score -1611407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1611407.250000 Penalty: 3170.069092
	Iteration 51Q: 3 clusters Score -1611407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1611412.625000 Penalty: 3170.069092
	Iteration 52Q: 3 clusters Score -1611413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1611416.500000 Penalty: 3170.069092
	Iteration 53Q: 3 clusters Score -1611416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1611419.875000 Penalty: 3170.069092
	Iteration 54Q: 3 clusters Score -1611420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1611416.625000 Penalty: 3170.069092
	Iteration 55Q: 3 clusters Score -1611417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1611419.250000 Penalty: 3170.069092
	Iteration 56Q: 3 clusters Score -1611419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1611421.625000 Penalty: 3170.069092
	Iteration 57Q: 3 clusters Score -1611422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1611421.250000 Penalty: 3170.069092
	Iteration 58Q: 3 clusters Score -1611421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1611422.750000 Penalty: 3170.069092
	Iteration 59Q: 3 clusters Score -1611423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1611421.375000 Penalty: 3170.069092
	Iteration 60F: 3 clusters Score -1611421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1611420.000000 Penalty: 3170.069092
	Iteration 61Q: 3 clusters Score -1611420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1611422.500000 Penalty: 3170.069092
	Iteration 62Q: 3 clusters Score -1611422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1611422.625000 Penalty: 3170.069092
	Iteration 63Q: 3 clusters Score -1611423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1611422.000000 Penalty: 3170.069092
	Iteration 64Q: 3 clusters Score -1611422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1611419.750000 Penalty: 3170.069092
	Iteration 65Q: 3 clusters Score -1611420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1611416.000000 Penalty: 3170.069092
	Iteration 66Q: 3 clusters Score -1611416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1611421.750000 Penalty: 3170.069092
	Iteration 67Q: 3 clusters Score -1611422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1611418.625000 Penalty: 3170.069092
	Iteration 68Q: 3 clusters Score -1611419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1611418.625000 Penalty: 3170.069092
	Iteration 69F: 3 clusters Score -1611419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -466794.281250 Penalty: 1389.445557
	Iteration 0F: 2 clusters Score -466794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -462730.062500 Penalty: 2778.891113
	Iteration 0F: 3 clusters Score -462730.1 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -463968.625000 Penalty: 2778.891113
	Iteration 1F: 3 clusters Score -463968.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -464213.062500 Penalty: 2778.891113
	Iteration 2F: 3 clusters Score -464213.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -464390.312500 Penalty: 2778.891113
	Iteration 3F: 3 clusters Score -464390.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -464544.781250 Penalty: 2778.891113
	Iteration 4Q: 3 clusters Score -464544.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -464695.218750 Penalty: 2778.891113
	Iteration 5Q: 3 clusters Score -464695.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -464830.812500 Penalty: 2778.891113
	Iteration 6Q: 3 clusters Score -464830.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -464925.468750 Penalty: 2778.891113
	Iteration 7Q: 3 clusters Score -464925.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -464999.281250 Penalty: 2778.891113
	Iteration 8Q: 3 clusters Score -464999.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -465065.093750 Penalty: 2778.891113
	Iteration 9Q: 3 clusters Score -465065.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -465129.375000 Penalty: 2778.891113
	Iteration 10Q: 3 clusters Score -465129.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -465196.250000 Penalty: 2778.891113
	Iteration 11Q: 3 clusters Score -465196.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -465258.718750 Penalty: 2778.891113
	Iteration 12Q: 3 clusters Score -465258.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -465327.812500 Penalty: 2778.891113
	Iteration 13Q: 3 clusters Score -465327.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -465401.343750 Penalty: 2778.891113
	Iteration 14Q: 3 clusters Score -465401.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -465492.093750 Penalty: 2778.891113
	Iteration 15Q: 3 clusters Score -465492.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -465582.750000 Penalty: 2778.891113
	Iteration 16Q: 3 clusters Score -465582.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -465646.875000 Penalty: 2778.891113
	Iteration 17Q: 3 clusters Score -465646.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -465687.687500 Penalty: 2778.891113
	Iteration 18Q: 3 clusters Score -465687.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -465733.093750 Penalty: 2778.891113
	Iteration 19Q: 3 clusters Score -465733.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -465760.625000 Penalty: 2778.891113
	Iteration 20F: 3 clusters Score -465760.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -465780.093750 Penalty: 2778.891113
	Iteration 21Q: 3 clusters Score -465780.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -465796.625000 Penalty: 2778.891113
	Iteration 22Q: 3 clusters Score -465796.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -465807.250000 Penalty: 2778.891113
	Iteration 23Q: 3 clusters Score -465807.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -465816.343750 Penalty: 2778.891113
	Iteration 24Q: 3 clusters Score -465816.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -465823.312500 Penalty: 2778.891113
	Iteration 25Q: 3 clusters Score -465823.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -465828.031250 Penalty: 2778.891113
	Iteration 26Q: 3 clusters Score -465828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -465831.562500 Penalty: 2778.891113
	Iteration 27Q: 3 clusters Score -465831.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -465837.000000 Penalty: 2778.891113
	Iteration 28Q: 3 clusters Score -465837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -465842.906250 Penalty: 2778.891113
	Iteration 29Q: 3 clusters Score -465842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -465844.250000 Penalty: 2778.891113
	Iteration 30Q: 3 clusters Score -465844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -465847.000000 Penalty: 2778.891113
	Iteration 31Q: 3 clusters Score -465847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -465847.812500 Penalty: 2778.891113
	Iteration 32Q: 3 clusters Score -465847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -465848.843750 Penalty: 2778.891113
	Iteration 33Q: 3 clusters Score -465848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -465849.093750 Penalty: 2778.891113
	Iteration 34Q: 3 clusters Score -465849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -465849.125000 Penalty: 2778.891113
	Iteration 35Q: 3 clusters Score -465849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -465849.656250 Penalty: 2778.891113
	Iteration 36Q: 3 clusters Score -465849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -465850.906250 Penalty: 2778.891113
	Iteration 37Q: 3 clusters Score -465850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -465851.375000 Penalty: 2778.891113
	Iteration 38Q: 3 clusters Score -465851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -465851.062500 Penalty: 2778.891113
	Iteration 39Q: 3 clusters Score -465851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -465852.218750 Penalty: 2778.891113
	Iteration 40F: 3 clusters Score -465852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -465853.250000 Penalty: 2778.891113
	Iteration 41Q: 3 clusters Score -465853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -465853.062500 Penalty: 2778.891113
	Iteration 42Q: 3 clusters Score -465853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -465853.156250 Penalty: 2778.891113
	Iteration 43Q: 3 clusters Score -465853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -465854.750000 Penalty: 2778.891113
	Iteration 44Q: 3 clusters Score -465854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -465856.656250 Penalty: 2778.891113
	Iteration 45Q: 3 clusters Score -465856.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -465858.531250 Penalty: 2778.891113
	Iteration 46Q: 3 clusters Score -465858.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -465860.531250 Penalty: 2778.891113
	Iteration 47Q: 3 clusters Score -465860.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -465861.750000 Penalty: 2778.891113
	Iteration 48Q: 3 clusters Score -465861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -465862.468750 Penalty: 2778.891113
	Iteration 49Q: 3 clusters Score -465862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -465863.687500 Penalty: 2778.891113
	Iteration 50Q: 3 clusters Score -465863.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -465868.000000 Penalty: 2778.891113
	Iteration 51Q: 3 clusters Score -465868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -465870.093750 Penalty: 2778.891113
	Iteration 52Q: 3 clusters Score -465870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -465871.406250 Penalty: 2778.891113
	Iteration 53Q: 3 clusters Score -465871.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -465872.812500 Penalty: 2778.891113
	Iteration 54Q: 3 clusters Score -465872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -465873.375000 Penalty: 2778.891113
	Iteration 55Q: 3 clusters Score -465873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -465873.625000 Penalty: 2778.891113
	Iteration 56Q: 3 clusters Score -465873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -465873.843750 Penalty: 2778.891113
	Iteration 57Q: 3 clusters Score -465873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -465874.562500 Penalty: 2778.891113
	Iteration 58Q: 3 clusters Score -465874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -465874.750000 Penalty: 2778.891113
	Iteration 59Q: 3 clusters Score -465874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -465875.531250 Penalty: 2778.891113
	Iteration 60F: 3 clusters Score -465875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -465876.375000 Penalty: 2778.891113
	Iteration 61Q: 3 clusters Score -465876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -465876.375000 Penalty: 2778.891113
	Iteration 62F: 3 clusters Score -465876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Entering Unmasked Estep 
Score: -1841817.125000 Penalty: 1608.077026
	Iteration 0F: 2 clusters Score -1841817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1828394.375000 Penalty: 3216.154053
	Iteration 0F: 3 clusters Score -1828394 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1833306.875000 Penalty: 3216.154053
	Iteration 1F: 3 clusters Score -1833307 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1833702.000000 Penalty: 3216.154053
	Iteration 2F: 3 clusters Score -1833702 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1834026.375000 Penalty: 3216.154053
	Iteration 3Q: 3 clusters Score -1834026 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1834303.625000 Penalty: 3216.154053
	Iteration 4Q: 3 clusters Score -1834304 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1834560.750000 Penalty: 3216.154053
	Iteration 5Q: 3 clusters Score -1834561 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1834838.750000 Penalty: 3216.154053
	Iteration 6Q: 3 clusters Score -1834839 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1835147.500000 Penalty: 3216.154053
	Iteration 7Q: 3 clusters Score -1835148 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1835510.375000 Penalty: 3216.154053
	Iteration 8Q: 3 clusters Score -1835510 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1835970.875000 Penalty: 3216.154053
	Iteration 9Q: 3 clusters Score -1835971 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1836491.625000 Penalty: 3216.154053
	Iteration 10Q: 3 clusters Score -1836492 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1837062.750000 Penalty: 3216.154053
	Iteration 11Q: 3 clusters Score -1837063 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1837511.000000 Penalty: 3216.154053
	Iteration 12Q: 3 clusters Score -1837511 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1837871.125000 Penalty: 3216.154053
	Iteration 13Q: 3 clusters Score -1837871 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1838123.625000 Penalty: 3216.154053
	Iteration 14Q: 3 clusters Score -1838124 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1838327.375000 Penalty: 3216.154053
	Iteration 15Q: 3 clusters Score -1838327 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1838506.250000 Penalty: 3216.154053
	Iteration 16Q: 3 clusters Score -1838506 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1838676.500000 Penalty: 3216.154053
	Iteration 17Q: 3 clusters Score -1838676 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1838854.875000 Penalty: 3216.154053
	Iteration 18Q: 3 clusters Score -1838855 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1839020.250000 Penalty: 3216.154053
	Iteration 19Q: 3 clusters Score -1839020 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1839170.125000 Penalty: 3216.154053
	Iteration 20F: 3 clusters Score -1839170 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1839333.250000 Penalty: 3216.154053
	Iteration 21Q: 3 clusters Score -1839333 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1839517.125000 Penalty: 3216.154053
	Iteration 22Q: 3 clusters Score -1839517 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1839671.875000 Penalty: 3216.154053
	Iteration 23Q: 3 clusters Score -1839672 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1839814.625000 Penalty: 3216.154053
	Iteration 24Q: 3 clusters Score -1839815 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1839947.000000 Penalty: 3216.154053
	Iteration 25Q: 3 clusters Score -1839947 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1840045.000000 Penalty: 3216.154053
	Iteration 26Q: 3 clusters Score -1840045 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1840125.375000 Penalty: 3216.154053
	Iteration 27Q: 3 clusters Score -1840125 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1840200.750000 Penalty: 3216.154053
	Iteration 28Q: 3 clusters Score -1840201 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1840263.375000 Penalty: 3216.154053
	Iteration 29Q: 3 clusters Score -1840263 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1840298.875000 Penalty: 3216.154053
	Iteration 30Q: 3 clusters Score -1840299 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1840329.750000 Penalty: 3216.154053
	Iteration 31Q: 3 clusters Score -1840330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1840363.500000 Penalty: 3216.154053
	Iteration 32Q: 3 clusters Score -1840364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1840386.375000 Penalty: 3216.154053
	Iteration 33Q: 3 clusters Score -1840386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1840407.625000 Penalty: 3216.154053
	Iteration 34Q: 3 clusters Score -1840408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1840422.000000 Penalty: 3216.154053
	Iteration 35Q: 3 clusters Score -1840422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1840436.125000 Penalty: 3216.154053
	Iteration 36Q: 3 clusters Score -1840436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1840450.875000 Penalty: 3216.154053
	Iteration 37Q: 3 clusters Score -1840451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1840462.125000 Penalty: 3216.154053
	Iteration 38Q: 3 clusters Score -1840462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1840469.250000 Penalty: 3216.154053
	Iteration 39Q: 3 clusters Score -1840469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1840480.625000 Penalty: 3216.154053
	Iteration 40F: 3 clusters Score -1840481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1840491.250000 Penalty: 3216.154053
	Iteration 41Q: 3 clusters Score -1840491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1840495.375000 Penalty: 3216.154053
	Iteration 42Q: 3 clusters Score -1840495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1840506.750000 Penalty: 3216.154053
	Iteration 43Q: 3 clusters Score -1840507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1840514.750000 Penalty: 3216.154053
	Iteration 44Q: 3 clusters Score -1840515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1840521.750000 Penalty: 3216.154053
	Iteration 45Q: 3 clusters Score -1840522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1840524.500000 Penalty: 3216.154053
	Iteration 46Q: 3 clusters Score -1840524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1840527.375000 Penalty: 3216.154053
	Iteration 47Q: 3 clusters Score -1840527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1840529.875000 Penalty: 3216.154053
	Iteration 48Q: 3 clusters Score -1840530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1840528.500000 Penalty: 3216.154053
	Iteration 49Q: 3 clusters Score -1840528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1840528.500000 Penalty: 3216.154053
	Iteration 50Q: 3 clusters Score -1840528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1840531.000000 Penalty: 3216.154053
	Iteration 51Q: 3 clusters Score -1840531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1840531.250000 Penalty: 3216.154053
	Iteration 52Q: 3 clusters Score -1840531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1840532.875000 Penalty: 3216.154053
	Iteration 53Q: 3 clusters Score -1840533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1840533.000000 Penalty: 3216.154053
	Iteration 54Q: 3 clusters Score -1840533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1840534.000000 Penalty: 3216.154053
	Iteration 55Q: 3 clusters Score -1840534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1840535.500000 Penalty: 3216.154053
	Iteration 56Q: 3 clusters Score -1840536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1840537.625000 Penalty: 3216.154053
	Iteration 57Q: 3 clusters Score -1840538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1840537.625000 Penalty: 3216.154053
	Iteration 58F: 3 clusters Score -1840538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -469124.656250 Penalty: 1390.573486
	Iteration 0F: 2 clusters Score -469124.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -465047.312500 Penalty: 2781.146973
	Iteration 0F: 3 clusters Score -465047.3 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -466470.468750 Penalty: 2781.146973
	Iteration 1F: 3 clusters Score -466470.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -466872.031250 Penalty: 2781.146973
	Iteration 2F: 3 clusters Score -466872 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -467216.062500 Penalty: 2781.146973
	Iteration 3F: 3 clusters Score -467216.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -467555.250000 Penalty: 2781.146973
	Iteration 4F: 3 clusters Score -467555.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -467863.843750 Penalty: 2781.146973
	Iteration 5F: 3 clusters Score -467863.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -468080.625000 Penalty: 2781.146973
	Iteration 6Q: 3 clusters Score -468080.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -468239.562500 Penalty: 2781.146973
	Iteration 7Q: 3 clusters Score -468239.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -468385.687500 Penalty: 2781.146973
	Iteration 8Q: 3 clusters Score -468385.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -468497.875000 Penalty: 2781.146973
	Iteration 9Q: 3 clusters Score -468497.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -468588.562500 Penalty: 2781.146973
	Iteration 10Q: 3 clusters Score -468588.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -468639.062500 Penalty: 2781.146973
	Iteration 11Q: 3 clusters Score -468639.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -468672.781250 Penalty: 2781.146973
	Iteration 12Q: 3 clusters Score -468672.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -468696.968750 Penalty: 2781.146973
	Iteration 13Q: 3 clusters Score -468697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -468723.781250 Penalty: 2781.146973
	Iteration 14Q: 3 clusters Score -468723.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -468743.781250 Penalty: 2781.146973
	Iteration 15Q: 3 clusters Score -468743.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -468754.500000 Penalty: 2781.146973
	Iteration 16Q: 3 clusters Score -468754.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -468765.843750 Penalty: 2781.146973
	Iteration 17Q: 3 clusters Score -468765.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -468775.093750 Penalty: 2781.146973
	Iteration 18Q: 3 clusters Score -468775.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -468783.562500 Penalty: 2781.146973
	Iteration 19Q: 3 clusters Score -468783.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -468789.406250 Penalty: 2781.146973
	Iteration 20F: 3 clusters Score -468789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -468794.093750 Penalty: 2781.146973
	Iteration 21Q: 3 clusters Score -468794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -468799.218750 Penalty: 2781.146973
	Iteration 22Q: 3 clusters Score -468799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -468800.468750 Penalty: 2781.146973
	Iteration 23Q: 3 clusters Score -468800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -468802.593750 Penalty: 2781.146973
	Iteration 24Q: 3 clusters Score -468802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -468803.343750 Penalty: 2781.146973
	Iteration 25Q: 3 clusters Score -468803.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -468805.625000 Penalty: 2781.146973
	Iteration 26Q: 3 clusters Score -468805.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -468806.937500 Penalty: 2781.146973
	Iteration 27Q: 3 clusters Score -468806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -468808.500000 Penalty: 2781.146973
	Iteration 28Q: 3 clusters Score -468808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -468808.562500 Penalty: 2781.146973
	Iteration 29Q: 3 clusters Score -468808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -468808.562500 Penalty: 2781.146973
	Iteration 30F: 3 clusters Score -468808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Entering Unmasked Estep 
Score: -483327.468750 Penalty: 1392.281494
	Iteration 0F: 2 clusters Score -483327.5 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 2676 members 
Entering Unmasked Estep 
Score: -479184.250000 Penalty: 2784.562988
	Iteration 0F: 3 clusters Score -479184.2 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -480650.281250 Penalty: 2784.562988
	Iteration 1F: 3 clusters Score -480650.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -480980.343750 Penalty: 2784.562988
	Iteration 2F: 3 clusters Score -480980.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -481244.093750 Penalty: 2784.562988
	Iteration 3F: 3 clusters Score -481244.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -481471.906250 Penalty: 2784.562988
	Iteration 4F: 3 clusters Score -481471.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -481741.593750 Penalty: 2784.562988
	Iteration 5F: 3 clusters Score -481741.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -482038.375000 Penalty: 2784.562988
	Iteration 6F: 3 clusters Score -482038.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -482301.093750 Penalty: 2784.562988
	Iteration 7F: 3 clusters Score -482301.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -482575.093750 Penalty: 2784.562988
	Iteration 8Q: 3 clusters Score -482575.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -482799.906250 Penalty: 2784.562988
	Iteration 9Q: 3 clusters Score -482799.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -482915.250000 Penalty: 2784.562988
	Iteration 10Q: 3 clusters Score -482915.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -482986.281250 Penalty: 2784.562988
	Iteration 11Q: 3 clusters Score -482986.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -483027.062500 Penalty: 2784.562988
	Iteration 12Q: 3 clusters Score -483027.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -483054.343750 Penalty: 2784.562988
	Iteration 13Q: 3 clusters Score -483054.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -483076.000000 Penalty: 2784.562988
	Iteration 14Q: 3 clusters Score -483076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -483098.968750 Penalty: 2784.562988
	Iteration 15Q: 3 clusters Score -483099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -483111.906250 Penalty: 2784.562988
	Iteration 16Q: 3 clusters Score -483111.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -483120.562500 Penalty: 2784.562988
	Iteration 17Q: 3 clusters Score -483120.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -483128.656250 Penalty: 2784.562988
	Iteration 18Q: 3 clusters Score -483128.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -483139.687500 Penalty: 2784.562988
	Iteration 19Q: 3 clusters Score -483139.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -483151.968750 Penalty: 2784.562988
	Iteration 20F: 3 clusters Score -483152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -483159.312500 Penalty: 2784.562988
	Iteration 21Q: 3 clusters Score -483159.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -483168.031250 Penalty: 2784.562988
	Iteration 22Q: 3 clusters Score -483168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -483178.906250 Penalty: 2784.562988
	Iteration 23Q: 3 clusters Score -483178.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -483188.312500 Penalty: 2784.562988
	Iteration 24Q: 3 clusters Score -483188.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -483196.312500 Penalty: 2784.562988
	Iteration 25Q: 3 clusters Score -483196.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -483199.531250 Penalty: 2784.562988
	Iteration 26Q: 3 clusters Score -483199.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -483205.218750 Penalty: 2784.562988
	Iteration 27Q: 3 clusters Score -483205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -483210.562500 Penalty: 2784.562988
	Iteration 28Q: 3 clusters Score -483210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -483213.406250 Penalty: 2784.562988
	Iteration 29Q: 3 clusters Score -483213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -483214.437500 Penalty: 2784.562988
	Iteration 30Q: 3 clusters Score -483214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -483214.968750 Penalty: 2784.562988
	Iteration 31Q: 3 clusters Score -483215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -483216.937500 Penalty: 2784.562988
	Iteration 32Q: 3 clusters Score -483216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -483216.562500 Penalty: 2784.562988
	Iteration 33Q: 3 clusters Score -483216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -483216.562500 Penalty: 2784.562988
	Iteration 34F: 3 clusters Score -483216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Entering Unmasked Estep 
Score: -588008.562500 Penalty: 1424.741577
	Iteration 0F: 2 clusters Score -588008.6 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 3180 members 
Entering Unmasked Estep 
Score: -583170.250000 Penalty: 2849.483154
	Iteration 0F: 3 clusters Score -583170.2 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -584644.375000 Penalty: 2849.483154
	Iteration 1F: 3 clusters Score -584644.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -584882.062500 Penalty: 2849.483154
	Iteration 2F: 3 clusters Score -584882.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -585017.437500 Penalty: 2849.483154
	Iteration 3Q: 3 clusters Score -585017.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -585105.312500 Penalty: 2849.483154
	Iteration 4Q: 3 clusters Score -585105.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -585180.500000 Penalty: 2849.483154
	Iteration 5Q: 3 clusters Score -585180.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -585254.250000 Penalty: 2849.483154
	Iteration 6Q: 3 clusters Score -585254.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -585344.812500 Penalty: 2849.483154
	Iteration 7Q: 3 clusters Score -585344.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -585448.125000 Penalty: 2849.483154
	Iteration 8Q: 3 clusters Score -585448.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -585550.375000 Penalty: 2849.483154
	Iteration 9Q: 3 clusters Score -585550.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -585655.250000 Penalty: 2849.483154
	Iteration 10Q: 3 clusters Score -585655.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -585765.562500 Penalty: 2849.483154
	Iteration 11Q: 3 clusters Score -585765.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -585879.937500 Penalty: 2849.483154
	Iteration 12Q: 3 clusters Score -585879.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -586016.750000 Penalty: 2849.483154
	Iteration 13Q: 3 clusters Score -586016.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -586181.875000 Penalty: 2849.483154
	Iteration 14Q: 3 clusters Score -586181.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -586334.750000 Penalty: 2849.483154
	Iteration 15Q: 3 clusters Score -586334.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -586466.375000 Penalty: 2849.483154
	Iteration 16Q: 3 clusters Score -586466.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -586583.062500 Penalty: 2849.483154
	Iteration 17Q: 3 clusters Score -586583.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -586644.687500 Penalty: 2849.483154
	Iteration 18Q: 3 clusters Score -586644.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -586686.625000 Penalty: 2849.483154
	Iteration 19Q: 3 clusters Score -586686.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -586714.750000 Penalty: 2849.483154
	Iteration 20F: 3 clusters Score -586714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -586728.375000 Penalty: 2849.483154
	Iteration 21Q: 3 clusters Score -586728.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -586741.625000 Penalty: 2849.483154
	Iteration 22Q: 3 clusters Score -586741.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -586752.375000 Penalty: 2849.483154
	Iteration 23Q: 3 clusters Score -586752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -586763.937500 Penalty: 2849.483154
	Iteration 24Q: 3 clusters Score -586763.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -586770.312500 Penalty: 2849.483154
	Iteration 25Q: 3 clusters Score -586770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -586774.625000 Penalty: 2849.483154
	Iteration 26Q: 3 clusters Score -586774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -586782.375000 Penalty: 2849.483154
	Iteration 27Q: 3 clusters Score -586782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -586789.375000 Penalty: 2849.483154
	Iteration 28Q: 3 clusters Score -586789.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -586795.187500 Penalty: 2849.483154
	Iteration 29Q: 3 clusters Score -586795.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -586803.125000 Penalty: 2849.483154
	Iteration 30Q: 3 clusters Score -586803.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -586811.437500 Penalty: 2849.483154
	Iteration 31Q: 3 clusters Score -586811.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -586816.437500 Penalty: 2849.483154
	Iteration 32Q: 3 clusters Score -586816.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -586824.812500 Penalty: 2849.483154
	Iteration 33Q: 3 clusters Score -586824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -586827.187500 Penalty: 2849.483154
	Iteration 34Q: 3 clusters Score -586827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -586830.937500 Penalty: 2849.483154
	Iteration 35Q: 3 clusters Score -586830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -586833.625000 Penalty: 2849.483154
	Iteration 36Q: 3 clusters Score -586833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -586837.375000 Penalty: 2849.483154
	Iteration 37Q: 3 clusters Score -586837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -586842.000000 Penalty: 2849.483154
	Iteration 38Q: 3 clusters Score -586842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -586844.937500 Penalty: 2849.483154
	Iteration 39Q: 3 clusters Score -586844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -586846.250000 Penalty: 2849.483154
	Iteration 40F: 3 clusters Score -586846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -586847.125000 Penalty: 2849.483154
	Iteration 41Q: 3 clusters Score -586847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -586847.625000 Penalty: 2849.483154
	Iteration 42Q: 3 clusters Score -586847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -586850.625000 Penalty: 2849.483154
	Iteration 43Q: 3 clusters Score -586850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -586851.312500 Penalty: 2849.483154
	Iteration 44Q: 3 clusters Score -586851.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -586858.562500 Penalty: 2849.483154
	Iteration 45Q: 3 clusters Score -586858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -586861.250000 Penalty: 2849.483154
	Iteration 46Q: 3 clusters Score -586861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -586863.312500 Penalty: 2849.483154
	Iteration 47Q: 3 clusters Score -586863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -586864.750000 Penalty: 2849.483154
	Iteration 48Q: 3 clusters Score -586864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -586864.937500 Penalty: 2849.483154
	Iteration 49Q: 3 clusters Score -586864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -586867.125000 Penalty: 2849.483154
	Iteration 50Q: 3 clusters Score -586867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -586866.062500 Penalty: 2849.483154
	Iteration 51Q: 3 clusters Score -586866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -586866.062500 Penalty: 2849.483154
	Iteration 52F: 3 clusters Score -586866.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -209953.515625 Penalty: 1254.935181
	Iteration 0F: 2 clusters Score -209953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -207675.125000 Penalty: 2509.870361
	Iteration 0F: 3 clusters Score -207675.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -208159.187500 Penalty: 2509.870361
	Iteration 1F: 3 clusters Score -208159.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -208306.828125 Penalty: 2509.870361
	Iteration 2F: 3 clusters Score -208306.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -208451.000000 Penalty: 2509.870361
	Iteration 3F: 3 clusters Score -208451 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -208612.296875 Penalty: 2509.870361
	Iteration 4F: 3 clusters Score -208612.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -208821.671875 Penalty: 2509.870361
	Iteration 5F: 3 clusters Score -208821.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -209010.562500 Penalty: 2509.870361
	Iteration 6F: 3 clusters Score -209010.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -209123.812500 Penalty: 2509.870361
	Iteration 7F: 3 clusters Score -209123.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -209193.312500 Penalty: 2509.870361
	Iteration 8Q: 3 clusters Score -209193.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -209248.875000 Penalty: 2509.870361
	Iteration 9Q: 3 clusters Score -209248.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209290.828125 Penalty: 2509.870361
	Iteration 10Q: 3 clusters Score -209290.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -209323.546875 Penalty: 2509.870361
	Iteration 11Q: 3 clusters Score -209323.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -209349.812500 Penalty: 2509.870361
	Iteration 12Q: 3 clusters Score -209349.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209370.812500 Penalty: 2509.870361
	Iteration 13Q: 3 clusters Score -209370.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -209391.375000 Penalty: 2509.870361
	Iteration 14Q: 3 clusters Score -209391.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209406.578125 Penalty: 2509.870361
	Iteration 15Q: 3 clusters Score -209406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -209416.218750 Penalty: 2509.870361
	Iteration 16Q: 3 clusters Score -209416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -209423.390625 Penalty: 2509.870361
	Iteration 17Q: 3 clusters Score -209423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -209427.109375 Penalty: 2509.870361
	Iteration 18Q: 3 clusters Score -209427.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -209432.859375 Penalty: 2509.870361
	Iteration 19Q: 3 clusters Score -209432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -209433.671875 Penalty: 2509.870361
	Iteration 20F: 3 clusters Score -209433.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -209435.031250 Penalty: 2509.870361
	Iteration 21Q: 3 clusters Score -209435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -209436.453125 Penalty: 2509.870361
	Iteration 22Q: 3 clusters Score -209436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209438.843750 Penalty: 2509.870361
	Iteration 23Q: 3 clusters Score -209438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -209440.453125 Penalty: 2509.870361
	Iteration 24Q: 3 clusters Score -209440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -209442.578125 Penalty: 2509.870361
	Iteration 25Q: 3 clusters Score -209442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -209446.281250 Penalty: 2509.870361
	Iteration 26Q: 3 clusters Score -209446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -209447.296875 Penalty: 2509.870361
	Iteration 27Q: 3 clusters Score -209447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -209448.625000 Penalty: 2509.870361
	Iteration 28Q: 3 clusters Score -209448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -209450.218750 Penalty: 2509.870361
	Iteration 29Q: 3 clusters Score -209450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -209453.093750 Penalty: 2509.870361
	Iteration 30Q: 3 clusters Score -209453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -209455.453125 Penalty: 2509.870361
	Iteration 31Q: 3 clusters Score -209455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -209459.703125 Penalty: 2509.870361
	Iteration 32Q: 3 clusters Score -209459.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -209462.218750 Penalty: 2509.870361
	Iteration 33Q: 3 clusters Score -209462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -209466.843750 Penalty: 2509.870361
	Iteration 34Q: 3 clusters Score -209466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -209469.156250 Penalty: 2509.870361
	Iteration 35Q: 3 clusters Score -209469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -209471.125000 Penalty: 2509.870361
	Iteration 36Q: 3 clusters Score -209471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -209471.125000 Penalty: 2509.870361
	Iteration 37F: 3 clusters Score -209471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Entering Unmasked Estep 
Score: -4044721.000000 Penalty: 1730.845947
	Iteration 0F: 2 clusters Score -4044721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4020619.500000 Penalty: 3461.691895
	Iteration 0F: 3 clusters Score -4020620 nChanged 19692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4031560.500000 Penalty: 3461.691895
	Iteration 1F: 3 clusters Score -4031560 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -4031983.250000 Penalty: 3461.691895
	Iteration 2Q: 3 clusters Score -4031983 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4032435.500000 Penalty: 3461.691895
	Iteration 3Q: 3 clusters Score -4032436 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4032960.000000 Penalty: 3461.691895
	Iteration 4Q: 3 clusters Score -4032960 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4033625.000000 Penalty: 3461.691895
	Iteration 5Q: 3 clusters Score -4033625 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4034440.750000 Penalty: 3461.691895
	Iteration 6Q: 3 clusters Score -4034441 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4035469.500000 Penalty: 3461.691895
	Iteration 7F: 3 clusters Score -4035470 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4036935.000000 Penalty: 3461.691895
	Iteration 8F: 3 clusters Score -4036935 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4038730.250000 Penalty: 3461.691895
	Iteration 9F: 3 clusters Score -4038730 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4040587.750000 Penalty: 3461.691895
	Iteration 10F: 3 clusters Score -4040588 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4042135.000000 Penalty: 3461.691895
	Iteration 11Q: 3 clusters Score -4042135 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4043155.500000 Penalty: 3461.691895
	Iteration 12Q: 3 clusters Score -4043156 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4043822.500000 Penalty: 3461.691895
	Iteration 13Q: 3 clusters Score -4043822 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -4044074.500000 Penalty: 3461.691895
	Iteration 14Q: 3 clusters Score -4044074 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -4044224.500000 Penalty: 3461.691895
	Iteration 15Q: 3 clusters Score -4044224 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -4044306.250000 Penalty: 3461.691895
	Iteration 16Q: 3 clusters Score -4044306 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4044366.500000 Penalty: 3461.691895
	Iteration 17Q: 3 clusters Score -4044366 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4044393.250000 Penalty: 3461.691895
	Iteration 18Q: 3 clusters Score -4044393 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4044378.000000 Penalty: 3461.691895
	Iteration 19Q: 3 clusters Score -4044378 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4044359.500000 Penalty: 3461.691895
	Iteration 20F: 3 clusters Score -4044360 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4044344.500000 Penalty: 3461.691895
	Iteration 21Q: 3 clusters Score -4044344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4044302.250000 Penalty: 3461.691895
	Iteration 22Q: 3 clusters Score -4044302 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4044278.250000 Penalty: 3461.691895
	Iteration 23Q: 3 clusters Score -4044278 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4044198.250000 Penalty: 3461.691895
	Iteration 24Q: 3 clusters Score -4044198 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4044187.000000 Penalty: 3461.691895
	Iteration 25Q: 3 clusters Score -4044187 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4044142.750000 Penalty: 3461.691895
	Iteration 26Q: 3 clusters Score -4044143 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4044110.250000 Penalty: 3461.691895
	Iteration 27Q: 3 clusters Score -4044110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4044085.750000 Penalty: 3461.691895
	Iteration 28Q: 3 clusters Score -4044086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4044037.750000 Penalty: 3461.691895
	Iteration 29Q: 3 clusters Score -4044038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4044029.750000 Penalty: 3461.691895
	Iteration 30Q: 3 clusters Score -4044030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4044009.500000 Penalty: 3461.691895
	Iteration 31Q: 3 clusters Score -4044010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4044004.500000 Penalty: 3461.691895
	Iteration 32Q: 3 clusters Score -4044004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4043988.500000 Penalty: 3461.691895
	Iteration 33Q: 3 clusters Score -4043988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4043988.500000 Penalty: 3461.691895
	Iteration 34Q: 3 clusters Score -4043988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4043963.000000 Penalty: 3461.691895
	Iteration 35Q: 3 clusters Score -4043963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4043959.500000 Penalty: 3461.691895
	Iteration 36Q: 3 clusters Score -4043960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4043922.250000 Penalty: 3461.691895
	Iteration 37Q: 3 clusters Score -4043922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4043918.250000 Penalty: 3461.691895
	Iteration 38Q: 3 clusters Score -4043918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4043895.500000 Penalty: 3461.691895
	Iteration 39Q: 3 clusters Score -4043896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4043876.000000 Penalty: 3461.691895
	Iteration 40F: 3 clusters Score -4043876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4043857.500000 Penalty: 3461.691895
	Iteration 41Q: 3 clusters Score -4043858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4043832.000000 Penalty: 3461.691895
	Iteration 42Q: 3 clusters Score -4043832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4043819.000000 Penalty: 3461.691895
	Iteration 43Q: 3 clusters Score -4043819 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4043802.750000 Penalty: 3461.691895
	Iteration 44Q: 3 clusters Score -4043803 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4043809.000000 Penalty: 3461.691895
	Iteration 45Q: 3 clusters Score -4043809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4043801.750000 Penalty: 3461.691895
	Iteration 46Q: 3 clusters Score -4043802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4043796.000000 Penalty: 3461.691895
	Iteration 47Q: 3 clusters Score -4043796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4043778.250000 Penalty: 3461.691895
	Iteration 48Q: 3 clusters Score -4043778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4043773.500000 Penalty: 3461.691895
	Iteration 49Q: 3 clusters Score -4043774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4043765.000000 Penalty: 3461.691895
	Iteration 50Q: 3 clusters Score -4043765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4043750.000000 Penalty: 3461.691895
	Iteration 51Q: 3 clusters Score -4043750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4043721.750000 Penalty: 3461.691895
	Iteration 52Q: 3 clusters Score -4043722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4043705.000000 Penalty: 3461.691895
	Iteration 53Q: 3 clusters Score -4043705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4043690.250000 Penalty: 3461.691895
	Iteration 54Q: 3 clusters Score -4043690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4043685.500000 Penalty: 3461.691895
	Iteration 55Q: 3 clusters Score -4043686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4043678.250000 Penalty: 3461.691895
	Iteration 56Q: 3 clusters Score -4043678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4043687.000000 Penalty: 3461.691895
	Iteration 57Q: 3 clusters Score -4043687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4043686.750000 Penalty: 3461.691895
	Iteration 58Q: 3 clusters Score -4043687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4043681.250000 Penalty: 3461.691895
	Iteration 59Q: 3 clusters Score -4043681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4043681.000000 Penalty: 3461.691895
	Iteration 60F: 3 clusters Score -4043681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4043680.250000 Penalty: 3461.691895
	Iteration 61Q: 3 clusters Score -4043680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4043681.250000 Penalty: 3461.691895
	Iteration 62Q: 3 clusters Score -4043681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4043679.750000 Penalty: 3461.691895
	Iteration 63Q: 3 clusters Score -4043680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4043681.750000 Penalty: 3461.691895
	Iteration 64Q: 3 clusters Score -4043682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4043679.500000 Penalty: 3461.691895
	Iteration 65Q: 3 clusters Score -4043680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4043669.000000 Penalty: 3461.691895
	Iteration 66Q: 3 clusters Score -4043669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4043671.000000 Penalty: 3461.691895
	Iteration 67Q: 3 clusters Score -4043671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4043658.250000 Penalty: 3461.691895
	Iteration 68Q: 3 clusters Score -4043658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4043659.000000 Penalty: 3461.691895
	Iteration 69Q: 3 clusters Score -4043659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4043664.000000 Penalty: 3461.691895
	Iteration 70Q: 3 clusters Score -4043664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4043665.000000 Penalty: 3461.691895
	Iteration 71Q: 3 clusters Score -4043665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4043660.500000 Penalty: 3461.691895
	Iteration 72Q: 3 clusters Score -4043660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4043657.000000 Penalty: 3461.691895
	Iteration 73Q: 3 clusters Score -4043657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4043653.000000 Penalty: 3461.691895
	Iteration 74Q: 3 clusters Score -4043653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4043644.500000 Penalty: 3461.691895
	Iteration 75Q: 3 clusters Score -4043644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4043643.750000 Penalty: 3461.691895
	Iteration 76Q: 3 clusters Score -4043644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4043644.750000 Penalty: 3461.691895
	Iteration 77Q: 3 clusters Score -4043645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4043646.750000 Penalty: 3461.691895
	Iteration 78Q: 3 clusters Score -4043647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4043644.000000 Penalty: 3461.691895
	Iteration 79Q: 3 clusters Score -4043644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4043640.750000 Penalty: 3461.691895
	Iteration 80F: 3 clusters Score -4043641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4043636.500000 Penalty: 3461.691895
	Iteration 81Q: 3 clusters Score -4043636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4043636.500000 Penalty: 3461.691895
	Iteration 82Q: 3 clusters Score -4043636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4043636.750000 Penalty: 3461.691895
	Iteration 83Q: 3 clusters Score -4043637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4043636.500000 Penalty: 3461.691895
	Iteration 84Q: 3 clusters Score -4043636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4043635.250000 Penalty: 3461.691895
	Iteration 85Q: 3 clusters Score -4043635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4043634.500000 Penalty: 3461.691895
	Iteration 86Q: 3 clusters Score -4043634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4043630.500000 Penalty: 3461.691895
	Iteration 87Q: 3 clusters Score -4043630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4043628.500000 Penalty: 3461.691895
	Iteration 88Q: 3 clusters Score -4043628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4043628.000000 Penalty: 3461.691895
	Iteration 89Q: 3 clusters Score -4043628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4043623.250000 Penalty: 3461.691895
	Iteration 90Q: 3 clusters Score -4043623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4043627.250000 Penalty: 3461.691895
	Iteration 91Q: 3 clusters Score -4043627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4043627.250000 Penalty: 3461.691895
	Iteration 92F: 3 clusters Score -4043627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -170871.703125 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -170871.7 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 991 members 
Entering Unmasked Estep 
Score: -168822.468750 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -168822.5 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -169376.734375 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -169376.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -169585.968750 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -169586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -169727.609375 Penalty: 2460.729004
	Iteration 3F: 3 clusters Score -169727.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -169891.890625 Penalty: 2460.729004
	Iteration 4F: 3 clusters Score -169891.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -170102.640625 Penalty: 2460.729004
	Iteration 5F: 3 clusters Score -170102.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -170384.703125 Penalty: 2460.729004
	Iteration 6F: 3 clusters Score -170384.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -170783.390625 Penalty: 2460.729004
	Iteration 7F: 3 clusters Score -170783.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -171127.500000 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -171127.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -171305.187500 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -171305.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -171479.437500 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -171479.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -171678.187500 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -171678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -171888.937500 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -171888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -171946.328125 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -171946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -171984.875000 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -171984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -171984.875000 Penalty: 2460.729004
	Iteration 15F: 3 clusters Score -171984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36775 members 
Mstep: Class 9 contains 17224 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 54400 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 42215 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 1384 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 46222 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 30808 members 
Mstep: Class 37 contains 21114 members 
Mstep: Class 38 contains 666 members 
Entering Unmasked Estep 
Score: -49748152.000000 Penalty: 81545.632812
Splitting cluster 17 changes total score from -49744908.000000 to -49748152.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 18 (54400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Entering Unmasked Estep 
Score: -5326864.000000 Penalty: 1771.919434
	Iteration 0F: 2 clusters Score -5326864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5310295.500000 Penalty: 3543.838867
	Iteration 0F: 3 clusters Score -5310296 nChanged 25568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5324588.000000 Penalty: 3543.838867
	Iteration 1F: 3 clusters Score -5324588 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5325128.500000 Penalty: 3543.838867
	Iteration 2Q: 3 clusters Score -5325128 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -5325685.000000 Penalty: 3543.838867
	Iteration 3Q: 3 clusters Score -5325685 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -5326269.000000 Penalty: 3543.838867
	Iteration 4Q: 3 clusters Score -5326269 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -5326953.500000 Penalty: 3543.838867
	Iteration 5Q: 3 clusters Score -5326954 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -5327205.000000 Penalty: 3543.838867
	Iteration 6Q: 3 clusters Score -5327205 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -5327918.000000 Penalty: 3543.838867
	Iteration 7Q: 3 clusters Score -5327918 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -5329688.000000 Penalty: 3543.838867
	Iteration 8F: 3 clusters Score -5329688 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5331489.000000 Penalty: 3543.838867
	Iteration 9F: 3 clusters Score -5331489 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5332462.500000 Penalty: 3543.838867
	Iteration 10Q: 3 clusters Score -5332462 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5332750.500000 Penalty: 3543.838867
	Iteration 11Q: 3 clusters Score -5332750 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5332871.000000 Penalty: 3543.838867
	Iteration 12Q: 3 clusters Score -5332871 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5332972.000000 Penalty: 3543.838867
	Iteration 13Q: 3 clusters Score -5332972 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -5333082.000000 Penalty: 3543.838867
	Iteration 14Q: 3 clusters Score -5333082 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -5333186.000000 Penalty: 3543.838867
	Iteration 15Q: 3 clusters Score -5333186 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5333250.500000 Penalty: 3543.838867
	Iteration 16Q: 3 clusters Score -5333250 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -5333328.000000 Penalty: 3543.838867
	Iteration 17Q: 3 clusters Score -5333328 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5333346.500000 Penalty: 3543.838867
	Iteration 18Q: 3 clusters Score -5333346 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -5333399.000000 Penalty: 3543.838867
	Iteration 19Q: 3 clusters Score -5333399 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -5333446.500000 Penalty: 3543.838867
	Iteration 20F: 3 clusters Score -5333446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -5333455.500000 Penalty: 3543.838867
	Iteration 21Q: 3 clusters Score -5333456 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5333471.000000 Penalty: 3543.838867
	Iteration 22Q: 3 clusters Score -5333471 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5333525.000000 Penalty: 3543.838867
	Iteration 23Q: 3 clusters Score -5333525 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -5333555.500000 Penalty: 3543.838867
	Iteration 24Q: 3 clusters Score -5333556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -5333578.500000 Penalty: 3543.838867
	Iteration 25Q: 3 clusters Score -5333578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5333597.000000 Penalty: 3543.838867
	Iteration 26Q: 3 clusters Score -5333597 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -5333593.500000 Penalty: 3543.838867
	Iteration 27Q: 3 clusters Score -5333594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -5333603.500000 Penalty: 3543.838867
	Iteration 28Q: 3 clusters Score -5333604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -5333598.500000 Penalty: 3543.838867
	Iteration 29Q: 3 clusters Score -5333598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -5333628.000000 Penalty: 3543.838867
	Iteration 30Q: 3 clusters Score -5333628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -5333651.000000 Penalty: 3543.838867
	Iteration 31Q: 3 clusters Score -5333651 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -5333684.500000 Penalty: 3543.838867
	Iteration 32Q: 3 clusters Score -5333684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -5333717.000000 Penalty: 3543.838867
	Iteration 33Q: 3 clusters Score -5333717 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -5333737.500000 Penalty: 3543.838867
	Iteration 34Q: 3 clusters Score -5333738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -5333725.000000 Penalty: 3543.838867
	Iteration 35Q: 3 clusters Score -5333725 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -5333716.500000 Penalty: 3543.838867
	Iteration 36Q: 3 clusters Score -5333716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5333725.500000 Penalty: 3543.838867
	Iteration 37Q: 3 clusters Score -5333726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -5333732.500000 Penalty: 3543.838867
	Iteration 38Q: 3 clusters Score -5333732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -5333741.000000 Penalty: 3543.838867
	Iteration 39Q: 3 clusters Score -5333741 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -5333763.500000 Penalty: 3543.838867
	Iteration 40F: 3 clusters Score -5333764 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -5333766.500000 Penalty: 3543.838867
	Iteration 41Q: 3 clusters Score -5333766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5333779.500000 Penalty: 3543.838867
	Iteration 42Q: 3 clusters Score -5333780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -5333772.500000 Penalty: 3543.838867
	Iteration 43Q: 3 clusters Score -5333772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -5333755.000000 Penalty: 3543.838867
	Iteration 44Q: 3 clusters Score -5333755 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -5333740.500000 Penalty: 3543.838867
	Iteration 45Q: 3 clusters Score -5333740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -5333729.500000 Penalty: 3543.838867
	Iteration 46Q: 3 clusters Score -5333730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -5333753.000000 Penalty: 3543.838867
	Iteration 47Q: 3 clusters Score -5333753 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -5333751.000000 Penalty: 3543.838867
	Iteration 48Q: 3 clusters Score -5333751 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -5333758.000000 Penalty: 3543.838867
	Iteration 49Q: 3 clusters Score -5333758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -5333758.500000 Penalty: 3543.838867
	Iteration 50Q: 3 clusters Score -5333758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -5333761.000000 Penalty: 3543.838867
	Iteration 51Q: 3 clusters Score -5333761 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -5333759.500000 Penalty: 3543.838867
	Iteration 52Q: 3 clusters Score -5333760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5333791.000000 Penalty: 3543.838867
	Iteration 53Q: 3 clusters Score -5333791 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5333788.500000 Penalty: 3543.838867
	Iteration 54Q: 3 clusters Score -5333788 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -5333799.000000 Penalty: 3543.838867
	Iteration 55Q: 3 clusters Score -5333799 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5333806.000000 Penalty: 3543.838867
	Iteration 56Q: 3 clusters Score -5333806 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -5333842.500000 Penalty: 3543.838867
	Iteration 57Q: 3 clusters Score -5333842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -5333864.000000 Penalty: 3543.838867
	Iteration 58Q: 3 clusters Score -5333864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -5333882.000000 Penalty: 3543.838867
	Iteration 59Q: 3 clusters Score -5333882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -5333881.000000 Penalty: 3543.838867
	Iteration 60F: 3 clusters Score -5333881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -5333889.500000 Penalty: 3543.838867
	Iteration 61Q: 3 clusters Score -5333890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5333901.000000 Penalty: 3543.838867
	Iteration 62Q: 3 clusters Score -5333901 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -5333920.500000 Penalty: 3543.838867
	Iteration 63Q: 3 clusters Score -5333920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5333919.000000 Penalty: 3543.838867
	Iteration 64Q: 3 clusters Score -5333919 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5333938.500000 Penalty: 3543.838867
	Iteration 65Q: 3 clusters Score -5333938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5333929.000000 Penalty: 3543.838867
	Iteration 66Q: 3 clusters Score -5333929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5333931.000000 Penalty: 3543.838867
	Iteration 67Q: 3 clusters Score -5333931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5333945.500000 Penalty: 3543.838867
	Iteration 68Q: 3 clusters Score -5333946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5333945.000000 Penalty: 3543.838867
	Iteration 69Q: 3 clusters Score -5333945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5333940.000000 Penalty: 3543.838867
	Iteration 70Q: 3 clusters Score -5333940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -5333927.500000 Penalty: 3543.838867
	Iteration 71Q: 3 clusters Score -5333928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -5333956.000000 Penalty: 3543.838867
	Iteration 72Q: 3 clusters Score -5333956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -5333940.000000 Penalty: 3543.838867
	Iteration 73Q: 3 clusters Score -5333940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -5333949.500000 Penalty: 3543.838867
	Iteration 74Q: 3 clusters Score -5333950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -5333958.500000 Penalty: 3543.838867
	Iteration 75Q: 3 clusters Score -5333958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5333956.500000 Penalty: 3543.838867
	Iteration 76Q: 3 clusters Score -5333956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5333973.000000 Penalty: 3543.838867
	Iteration 77Q: 3 clusters Score -5333973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -5333975.000000 Penalty: 3543.838867
	Iteration 78Q: 3 clusters Score -5333975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5333986.500000 Penalty: 3543.838867
	Iteration 79Q: 3 clusters Score -5333986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -5333983.500000 Penalty: 3543.838867
	Iteration 80F: 3 clusters Score -5333984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -5333983.500000 Penalty: 3543.838867
	Iteration 81Q: 3 clusters Score -5333984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -5333989.500000 Penalty: 3543.838867
	Iteration 82Q: 3 clusters Score -5333990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -5333989.500000 Penalty: 3543.838867
	Iteration 83Q: 3 clusters Score -5333990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5333988.500000 Penalty: 3543.838867
	Iteration 84Q: 3 clusters Score -5333988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -5333986.500000 Penalty: 3543.838867
	Iteration 85Q: 3 clusters Score -5333986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -5333995.500000 Penalty: 3543.838867
	Iteration 86Q: 3 clusters Score -5333996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -5333993.500000 Penalty: 3543.838867
	Iteration 87Q: 3 clusters Score -5333994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5333997.000000 Penalty: 3543.838867
	Iteration 88Q: 3 clusters Score -5333997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5333992.500000 Penalty: 3543.838867
	Iteration 89Q: 3 clusters Score -5333992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5334011.500000 Penalty: 3543.838867
	Iteration 90Q: 3 clusters Score -5334012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -5334017.500000 Penalty: 3543.838867
	Iteration 91Q: 3 clusters Score -5334018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5334006.000000 Penalty: 3543.838867
	Iteration 92Q: 3 clusters Score -5334006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5334015.500000 Penalty: 3543.838867
	Iteration 93Q: 3 clusters Score -5334016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -5334013.500000 Penalty: 3543.838867
	Iteration 94Q: 3 clusters Score -5334014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5334021.500000 Penalty: 3543.838867
	Iteration 95Q: 3 clusters Score -5334022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -5334029.500000 Penalty: 3543.838867
	Iteration 96Q: 3 clusters Score -5334030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -5334031.500000 Penalty: 3543.838867
	Iteration 97Q: 3 clusters Score -5334032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -5334047.000000 Penalty: 3543.838867
	Iteration 98Q: 3 clusters Score -5334047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -5334046.000000 Penalty: 3543.838867
	Iteration 99Q: 3 clusters Score -5334046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -5334041.500000 Penalty: 3543.838867
	Iteration 100F: 3 clusters Score -5334042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5334036.000000 Penalty: 3543.838867
	Iteration 101Q: 3 clusters Score -5334036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -5334059.500000 Penalty: 3543.838867
	Iteration 102Q: 3 clusters Score -5334060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -5334058.500000 Penalty: 3543.838867
	Iteration 103Q: 3 clusters Score -5334058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -5334057.500000 Penalty: 3543.838867
	Iteration 104Q: 3 clusters Score -5334058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -5334058.500000 Penalty: 3543.838867
	Iteration 105Q: 3 clusters Score -5334058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -5334055.500000 Penalty: 3543.838867
	Iteration 106Q: 3 clusters Score -5334056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -5334057.500000 Penalty: 3543.838867
	Iteration 107Q: 3 clusters Score -5334058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5334056.000000 Penalty: 3543.838867
	Iteration 108Q: 3 clusters Score -5334056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5334071.500000 Penalty: 3543.838867
	Iteration 109Q: 3 clusters Score -5334072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5334056.000000 Penalty: 3543.838867
	Iteration 110Q: 3 clusters Score -5334056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -5334071.500000 Penalty: 3543.838867
	Iteration 111Q: 3 clusters Score -5334072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -5334074.500000 Penalty: 3543.838867
	Iteration 112Q: 3 clusters Score -5334074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -5334073.500000 Penalty: 3543.838867
	Iteration 113Q: 3 clusters Score -5334074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5334079.000000 Penalty: 3543.838867
	Iteration 114Q: 3 clusters Score -5334079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -5334072.500000 Penalty: 3543.838867
	Iteration 115Q: 3 clusters Score -5334072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -5334081.000000 Penalty: 3543.838867
	Iteration 116Q: 3 clusters Score -5334081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -5334076.000000 Penalty: 3543.838867
	Iteration 117Q: 3 clusters Score -5334076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -5334074.000000 Penalty: 3543.838867
	Iteration 118Q: 3 clusters Score -5334074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -5334082.500000 Penalty: 3543.838867
	Iteration 119Q: 3 clusters Score -5334082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5334089.500000 Penalty: 3543.838867
	Iteration 120F: 3 clusters Score -5334090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -5334092.500000 Penalty: 3543.838867
	Iteration 121Q: 3 clusters Score -5334092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -5334086.500000 Penalty: 3543.838867
	Iteration 122Q: 3 clusters Score -5334086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5334090.500000 Penalty: 3543.838867
	Iteration 123Q: 3 clusters Score -5334090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -5334098.500000 Penalty: 3543.838867
	Iteration 124Q: 3 clusters Score -5334098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -5334092.500000 Penalty: 3543.838867
	Iteration 125Q: 3 clusters Score -5334092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -5334103.000000 Penalty: 3543.838867
	Iteration 126Q: 3 clusters Score -5334103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -5334096.500000 Penalty: 3543.838867
	Iteration 127Q: 3 clusters Score -5334096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -5334098.000000 Penalty: 3543.838867
	Iteration 128Q: 3 clusters Score -5334098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -5334104.000000 Penalty: 3543.838867
	Iteration 129Q: 3 clusters Score -5334104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -5334097.000000 Penalty: 3543.838867
	Iteration 130Q: 3 clusters Score -5334097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -5334110.000000 Penalty: 3543.838867
	Iteration 131Q: 3 clusters Score -5334110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -5334115.000000 Penalty: 3543.838867
	Iteration 132Q: 3 clusters Score -5334115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -5334103.000000 Penalty: 3543.838867
	Iteration 133Q: 3 clusters Score -5334103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -5334104.500000 Penalty: 3543.838867
	Iteration 134Q: 3 clusters Score -5334104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -5334108.000000 Penalty: 3543.838867
	Iteration 135Q: 3 clusters Score -5334108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5334109.500000 Penalty: 3543.838867
	Iteration 136Q: 3 clusters Score -5334110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -5334115.000000 Penalty: 3543.838867
	Iteration 137Q: 3 clusters Score -5334115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5334120.000000 Penalty: 3543.838867
	Iteration 138Q: 3 clusters Score -5334120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -5334119.000000 Penalty: 3543.838867
	Iteration 139Q: 3 clusters Score -5334119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -5334112.000000 Penalty: 3543.838867
	Iteration 140F: 3 clusters Score -5334112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -5334117.500000 Penalty: 3543.838867
	Iteration 141Q: 3 clusters Score -5334118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -5334116.000000 Penalty: 3543.838867
	Iteration 142Q: 3 clusters Score -5334116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5334114.000000 Penalty: 3543.838867
	Iteration 143Q: 3 clusters Score -5334114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5334115.000000 Penalty: 3543.838867
	Iteration 144Q: 3 clusters Score -5334115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5334113.500000 Penalty: 3543.838867
	Iteration 145Q: 3 clusters Score -5334114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5334122.000000 Penalty: 3543.838867
	Iteration 146Q: 3 clusters Score -5334122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -5334112.000000 Penalty: 3543.838867
	Iteration 147Q: 3 clusters Score -5334112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -5334114.500000 Penalty: 3543.838867
	Iteration 148Q: 3 clusters Score -5334114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -5334116.000000 Penalty: 3543.838867
	Iteration 149Q: 3 clusters Score -5334116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -5334109.500000 Penalty: 3543.838867
	Iteration 150Q: 3 clusters Score -5334110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -5334106.500000 Penalty: 3543.838867
	Iteration 151Q: 3 clusters Score -5334106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -5334098.000000 Penalty: 3543.838867
	Iteration 152Q: 3 clusters Score -5334098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -5334104.500000 Penalty: 3543.838867
	Iteration 153Q: 3 clusters Score -5334104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5334101.500000 Penalty: 3543.838867
	Iteration 154Q: 3 clusters Score -5334102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -5334109.500000 Penalty: 3543.838867
	Iteration 155Q: 3 clusters Score -5334110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -5334108.500000 Penalty: 3543.838867
	Iteration 156Q: 3 clusters Score -5334108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -5334103.000000 Penalty: 3543.838867
	Iteration 157Q: 3 clusters Score -5334103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -5334107.500000 Penalty: 3543.838867
	Iteration 158Q: 3 clusters Score -5334108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -5334108.500000 Penalty: 3543.838867
	Iteration 159Q: 3 clusters Score -5334108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -5334104.500000 Penalty: 3543.838867
	Iteration 160F: 3 clusters Score -5334104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -5334106.000000 Penalty: 3543.838867
	Iteration 161Q: 3 clusters Score -5334106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5334103.000000 Penalty: 3543.838867
	Iteration 162Q: 3 clusters Score -5334103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -5334094.500000 Penalty: 3543.838867
	Iteration 163Q: 3 clusters Score -5334094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5334092.000000 Penalty: 3543.838867
	Iteration 164Q: 3 clusters Score -5334092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -5334089.500000 Penalty: 3543.838867
	Iteration 165Q: 3 clusters Score -5334090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -5334089.000000 Penalty: 3543.838867
	Iteration 166Q: 3 clusters Score -5334089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -5334090.500000 Penalty: 3543.838867
	Iteration 167Q: 3 clusters Score -5334090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5334095.000000 Penalty: 3543.838867
	Iteration 168Q: 3 clusters Score -5334095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -5334093.000000 Penalty: 3543.838867
	Iteration 169Q: 3 clusters Score -5334093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -5334093.000000 Penalty: 3543.838867
	Iteration 170F: 3 clusters Score -5334093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36775 members 
Mstep: Class 9 contains 17224 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 42215 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 1384 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 46222 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 30808 members 
Mstep: Class 37 contains 21114 members 
Mstep: Class 38 contains 666 members 
Mstep: Class 39 contains 31721 members 
Entering Unmasked Estep 
Score: -49754948.000000 Penalty: 83691.570312
Splitting cluster 18 changes total score from -49744908.000000 to -49754948.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 19 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -185289.359375 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -185289.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -183134.750000 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -183134.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -183664.359375 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -183664.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -183813.781250 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -183813.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -183948.109375 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -183948.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -184055.500000 Penalty: 2481.159668
	Iteration 4F: 3 clusters Score -184055.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184164.109375 Penalty: 2481.159668
	Iteration 5F: 3 clusters Score -184164.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184228.593750 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -184228.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184287.046875 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -184287 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -184322.281250 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -184322.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -184350.406250 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -184350.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184382.484375 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -184382.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -184400.593750 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -184400.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -184413.250000 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -184413.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -184423.984375 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -184424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -184436.640625 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -184436.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -184442.656250 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -184442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -184449.421875 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -184449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184455.046875 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -184455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -184456.968750 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -184457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184458.296875 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -184458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -184460.562500 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -184460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184462.515625 Penalty: 2481.159668
	Iteration 21Q: 3 clusters Score -184462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -184464.859375 Penalty: 2481.159668
	Iteration 22Q: 3 clusters Score -184464.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -184469.468750 Penalty: 2481.159668
	Iteration 23Q: 3 clusters Score -184469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -184472.000000 Penalty: 2481.159668
	Iteration 24Q: 3 clusters Score -184472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -184474.906250 Penalty: 2481.159668
	Iteration 25Q: 3 clusters Score -184474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -184475.609375 Penalty: 2481.159668
	Iteration 26Q: 3 clusters Score -184475.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -184475.953125 Penalty: 2481.159668
	Iteration 27Q: 3 clusters Score -184476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -184476.109375 Penalty: 2481.159668
	Iteration 28Q: 3 clusters Score -184476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -184476.359375 Penalty: 2481.159668
	Iteration 29Q: 3 clusters Score -184476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -184476.359375 Penalty: 2481.159668
	Iteration 30F: 3 clusters Score -184476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Entering Unmasked Estep 
Score: -659057.562500 Penalty: 1456.284546
	Iteration 0F: 2 clusters Score -659057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -653267.750000 Penalty: 2912.569092
	Iteration 0F: 3 clusters Score -653267.8 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -655156.312500 Penalty: 2912.569092
	Iteration 1F: 3 clusters Score -655156.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -655476.750000 Penalty: 2912.569092
	Iteration 2F: 3 clusters Score -655476.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -655734.187500 Penalty: 2912.569092
	Iteration 3F: 3 clusters Score -655734.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -655948.937500 Penalty: 2912.569092
	Iteration 4F: 3 clusters Score -655948.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -656148.687500 Penalty: 2912.569092
	Iteration 5Q: 3 clusters Score -656148.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -656292.625000 Penalty: 2912.569092
	Iteration 6Q: 3 clusters Score -656292.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -656405.312500 Penalty: 2912.569092
	Iteration 7Q: 3 clusters Score -656405.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -656505.312500 Penalty: 2912.569092
	Iteration 8Q: 3 clusters Score -656505.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -656589.312500 Penalty: 2912.569092
	Iteration 9Q: 3 clusters Score -656589.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -656682.312500 Penalty: 2912.569092
	Iteration 10Q: 3 clusters Score -656682.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -656789.250000 Penalty: 2912.569092
	Iteration 11Q: 3 clusters Score -656789.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -656887.125000 Penalty: 2912.569092
	Iteration 12Q: 3 clusters Score -656887.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -656981.250000 Penalty: 2912.569092
	Iteration 13Q: 3 clusters Score -656981.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -657069.875000 Penalty: 2912.569092
	Iteration 14Q: 3 clusters Score -657069.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -657152.375000 Penalty: 2912.569092
	Iteration 15Q: 3 clusters Score -657152.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -657234.000000 Penalty: 2912.569092
	Iteration 16Q: 3 clusters Score -657234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -657298.125000 Penalty: 2912.569092
	Iteration 17Q: 3 clusters Score -657298.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -657379.812500 Penalty: 2912.569092
	Iteration 18Q: 3 clusters Score -657379.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -657468.812500 Penalty: 2912.569092
	Iteration 19Q: 3 clusters Score -657468.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -657545.000000 Penalty: 2912.569092
	Iteration 20F: 3 clusters Score -657545 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -657619.562500 Penalty: 2912.569092
	Iteration 21Q: 3 clusters Score -657619.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -657685.187500 Penalty: 2912.569092
	Iteration 22Q: 3 clusters Score -657685.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -657744.687500 Penalty: 2912.569092
	Iteration 23Q: 3 clusters Score -657744.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -657792.875000 Penalty: 2912.569092
	Iteration 24Q: 3 clusters Score -657792.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -657829.250000 Penalty: 2912.569092
	Iteration 25Q: 3 clusters Score -657829.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -657861.437500 Penalty: 2912.569092
	Iteration 26Q: 3 clusters Score -657861.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -657880.437500 Penalty: 2912.569092
	Iteration 27Q: 3 clusters Score -657880.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -657900.875000 Penalty: 2912.569092
	Iteration 28Q: 3 clusters Score -657900.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -657918.000000 Penalty: 2912.569092
	Iteration 29Q: 3 clusters Score -657918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -657937.312500 Penalty: 2912.569092
	Iteration 30Q: 3 clusters Score -657937.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -657951.187500 Penalty: 2912.569092
	Iteration 31Q: 3 clusters Score -657951.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -657962.187500 Penalty: 2912.569092
	Iteration 32Q: 3 clusters Score -657962.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -657978.500000 Penalty: 2912.569092
	Iteration 33Q: 3 clusters Score -657978.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -657998.250000 Penalty: 2912.569092
	Iteration 34Q: 3 clusters Score -657998.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -658022.500000 Penalty: 2912.569092
	Iteration 35Q: 3 clusters Score -658022.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -658041.687500 Penalty: 2912.569092
	Iteration 36Q: 3 clusters Score -658041.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -658060.000000 Penalty: 2912.569092
	Iteration 37Q: 3 clusters Score -658060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -658074.750000 Penalty: 2912.569092
	Iteration 38Q: 3 clusters Score -658074.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -658086.125000 Penalty: 2912.569092
	Iteration 39Q: 3 clusters Score -658086.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -658094.937500 Penalty: 2912.569092
	Iteration 40F: 3 clusters Score -658094.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -658104.500000 Penalty: 2912.569092
	Iteration 41Q: 3 clusters Score -658104.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -658113.750000 Penalty: 2912.569092
	Iteration 42Q: 3 clusters Score -658113.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -658120.375000 Penalty: 2912.569092
	Iteration 43Q: 3 clusters Score -658120.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -658129.187500 Penalty: 2912.569092
	Iteration 44Q: 3 clusters Score -658129.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -658137.125000 Penalty: 2912.569092
	Iteration 45Q: 3 clusters Score -658137.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -658148.875000 Penalty: 2912.569092
	Iteration 46Q: 3 clusters Score -658148.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -658159.562500 Penalty: 2912.569092
	Iteration 47Q: 3 clusters Score -658159.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -658177.625000 Penalty: 2912.569092
	Iteration 48Q: 3 clusters Score -658177.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -658191.625000 Penalty: 2912.569092
	Iteration 49Q: 3 clusters Score -658191.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -658200.187500 Penalty: 2912.569092
	Iteration 50Q: 3 clusters Score -658200.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -658207.500000 Penalty: 2912.569092
	Iteration 51Q: 3 clusters Score -658207.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -658213.375000 Penalty: 2912.569092
	Iteration 52Q: 3 clusters Score -658213.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -658218.937500 Penalty: 2912.569092
	Iteration 53Q: 3 clusters Score -658218.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -658224.000000 Penalty: 2912.569092
	Iteration 54Q: 3 clusters Score -658224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -658228.375000 Penalty: 2912.569092
	Iteration 55Q: 3 clusters Score -658228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -658230.062500 Penalty: 2912.569092
	Iteration 56Q: 3 clusters Score -658230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -658230.312500 Penalty: 2912.569092
	Iteration 57Q: 3 clusters Score -658230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -658232.750000 Penalty: 2912.569092
	Iteration 58Q: 3 clusters Score -658232.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -658234.125000 Penalty: 2912.569092
	Iteration 59Q: 3 clusters Score -658234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -658234.375000 Penalty: 2912.569092
	Iteration 60F: 3 clusters Score -658234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -658235.000000 Penalty: 2912.569092
	Iteration 61Q: 3 clusters Score -658235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -658234.375000 Penalty: 2912.569092
	Iteration 62Q: 3 clusters Score -658234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -658235.500000 Penalty: 2912.569092
	Iteration 63Q: 3 clusters Score -658235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -658234.500000 Penalty: 2912.569092
	Iteration 64Q: 3 clusters Score -658234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -658235.250000 Penalty: 2912.569092
	Iteration 65Q: 3 clusters Score -658235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -658237.125000 Penalty: 2912.569092
	Iteration 66Q: 3 clusters Score -658237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -658237.125000 Penalty: 2912.569092
	Iteration 67F: 3 clusters Score -658237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -552558.062500 Penalty: 1411.160278
	Iteration 0F: 2 clusters Score -552558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -548057.812500 Penalty: 2822.320557
	Iteration 0F: 3 clusters Score -548057.8 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -549416.625000 Penalty: 2822.320557
	Iteration 1F: 3 clusters Score -549416.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -549683.562500 Penalty: 2822.320557
	Iteration 2F: 3 clusters Score -549683.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -549892.750000 Penalty: 2822.320557
	Iteration 3F: 3 clusters Score -549892.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -550074.562500 Penalty: 2822.320557
	Iteration 4Q: 3 clusters Score -550074.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -550237.812500 Penalty: 2822.320557
	Iteration 5Q: 3 clusters Score -550237.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -550423.875000 Penalty: 2822.320557
	Iteration 6Q: 3 clusters Score -550423.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -550612.937500 Penalty: 2822.320557
	Iteration 7Q: 3 clusters Score -550612.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -550828.875000 Penalty: 2822.320557
	Iteration 8Q: 3 clusters Score -550828.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -551083.250000 Penalty: 2822.320557
	Iteration 9Q: 3 clusters Score -551083.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -551356.562500 Penalty: 2822.320557
	Iteration 10Q: 3 clusters Score -551356.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -551625.937500 Penalty: 2822.320557
	Iteration 11Q: 3 clusters Score -551625.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -551816.312500 Penalty: 2822.320557
	Iteration 12Q: 3 clusters Score -551816.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -551932.000000 Penalty: 2822.320557
	Iteration 13Q: 3 clusters Score -551932 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -552010.812500 Penalty: 2822.320557
	Iteration 14Q: 3 clusters Score -552010.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -552064.625000 Penalty: 2822.320557
	Iteration 15Q: 3 clusters Score -552064.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -552089.562500 Penalty: 2822.320557
	Iteration 16Q: 3 clusters Score -552089.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -552102.500000 Penalty: 2822.320557
	Iteration 17Q: 3 clusters Score -552102.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -552112.000000 Penalty: 2822.320557
	Iteration 18Q: 3 clusters Score -552112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -552116.687500 Penalty: 2822.320557
	Iteration 19Q: 3 clusters Score -552116.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -552120.750000 Penalty: 2822.320557
	Iteration 20F: 3 clusters Score -552120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -552124.750000 Penalty: 2822.320557
	Iteration 21Q: 3 clusters Score -552124.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -552128.000000 Penalty: 2822.320557
	Iteration 22Q: 3 clusters Score -552128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -552129.125000 Penalty: 2822.320557
	Iteration 23Q: 3 clusters Score -552129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -552129.625000 Penalty: 2822.320557
	Iteration 24Q: 3 clusters Score -552129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -552129.562500 Penalty: 2822.320557
	Iteration 25Q: 3 clusters Score -552129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -552129.812500 Penalty: 2822.320557
	Iteration 26Q: 3 clusters Score -552129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -552129.687500 Penalty: 2822.320557
	Iteration 27Q: 3 clusters Score -552129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -552131.062500 Penalty: 2822.320557
	Iteration 28Q: 3 clusters Score -552131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -552130.937500 Penalty: 2822.320557
	Iteration 29Q: 3 clusters Score -552130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -552132.312500 Penalty: 2822.320557
	Iteration 30Q: 3 clusters Score -552132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -552133.250000 Penalty: 2822.320557
	Iteration 31Q: 3 clusters Score -552133.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -552134.437500 Penalty: 2822.320557
	Iteration 32Q: 3 clusters Score -552134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -552135.187500 Penalty: 2822.320557
	Iteration 33Q: 3 clusters Score -552135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -552135.937500 Penalty: 2822.320557
	Iteration 34Q: 3 clusters Score -552135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -552136.562500 Penalty: 2822.320557
	Iteration 35Q: 3 clusters Score -552136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -552136.937500 Penalty: 2822.320557
	Iteration 36Q: 3 clusters Score -552136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -552138.375000 Penalty: 2822.320557
	Iteration 37Q: 3 clusters Score -552138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -552138.500000 Penalty: 2822.320557
	Iteration 38Q: 3 clusters Score -552138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -552138.125000 Penalty: 2822.320557
	Iteration 39Q: 3 clusters Score -552138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -552138.125000 Penalty: 2822.320557
	Iteration 40F: 3 clusters Score -552138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -435862.906250 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -435862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -431938.437500 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -431938.4 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -432965.312500 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -432965.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -433172.937500 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -433172.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -433353.187500 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -433353.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -433492.437500 Penalty: 2757.853271
	Iteration 4Q: 3 clusters Score -433492.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -433631.937500 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -433631.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -433774.312500 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -433774.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -433958.843750 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -433958.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -434143.031250 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -434143 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -434299.593750 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -434299.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -434411.562500 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -434411.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -434488.093750 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -434488.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -434557.656250 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -434557.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -434626.218750 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -434626.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -434678.218750 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -434678.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -434730.062500 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -434730.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -434769.656250 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -434769.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -434810.250000 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -434810.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -434841.437500 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -434841.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -434875.093750 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -434875.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -434895.593750 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -434895.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -434915.718750 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -434915.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -434929.125000 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -434929.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -434939.250000 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -434939.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -434947.875000 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -434947.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -434951.312500 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -434951.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -434957.062500 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -434957.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -434963.937500 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -434963.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -434970.531250 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -434970.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -434976.468750 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -434976.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -434980.531250 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -434980.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -434987.593750 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -434987.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -434998.875000 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -434998.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -435006.437500 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -435006.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -435011.875000 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -435011.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -435016.406250 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -435016.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -435021.562500 Penalty: 2757.853271
	Iteration 36Q: 3 clusters Score -435021.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -435026.156250 Penalty: 2757.853271
	Iteration 37Q: 3 clusters Score -435026.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -435028.687500 Penalty: 2757.853271
	Iteration 38Q: 3 clusters Score -435028.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -435033.218750 Penalty: 2757.853271
	Iteration 39Q: 3 clusters Score -435033.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -435034.562500 Penalty: 2757.853271
	Iteration 40F: 3 clusters Score -435034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -435037.750000 Penalty: 2757.853271
	Iteration 41Q: 3 clusters Score -435037.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -435039.062500 Penalty: 2757.853271
	Iteration 42Q: 3 clusters Score -435039.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -435042.437500 Penalty: 2757.853271
	Iteration 43Q: 3 clusters Score -435042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -435044.375000 Penalty: 2757.853271
	Iteration 44Q: 3 clusters Score -435044.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -435045.656250 Penalty: 2757.853271
	Iteration 45Q: 3 clusters Score -435045.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -435048.437500 Penalty: 2757.853271
	Iteration 46Q: 3 clusters Score -435048.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -435049.968750 Penalty: 2757.853271
	Iteration 47Q: 3 clusters Score -435050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -435051.781250 Penalty: 2757.853271
	Iteration 48Q: 3 clusters Score -435051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -435052.625000 Penalty: 2757.853271
	Iteration 49Q: 3 clusters Score -435052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -435053.187500 Penalty: 2757.853271
	Iteration 50Q: 3 clusters Score -435053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -435055.281250 Penalty: 2757.853271
	Iteration 51Q: 3 clusters Score -435055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -435055.906250 Penalty: 2757.853271
	Iteration 52Q: 3 clusters Score -435055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -435056.312500 Penalty: 2757.853271
	Iteration 53Q: 3 clusters Score -435056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -435058.281250 Penalty: 2757.853271
	Iteration 54Q: 3 clusters Score -435058.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -435058.750000 Penalty: 2757.853271
	Iteration 55Q: 3 clusters Score -435058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -435059.312500 Penalty: 2757.853271
	Iteration 56Q: 3 clusters Score -435059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -435059.656250 Penalty: 2757.853271
	Iteration 57Q: 3 clusters Score -435059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -435061.562500 Penalty: 2757.853271
	Iteration 58Q: 3 clusters Score -435061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -435063.156250 Penalty: 2757.853271
	Iteration 59Q: 3 clusters Score -435063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -435062.812500 Penalty: 2757.853271
	Iteration 60F: 3 clusters Score -435062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -435063.750000 Penalty: 2757.853271
	Iteration 61Q: 3 clusters Score -435063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -435065.031250 Penalty: 2757.853271
	Iteration 62Q: 3 clusters Score -435065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -435065.656250 Penalty: 2757.853271
	Iteration 63Q: 3 clusters Score -435065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -435065.656250 Penalty: 2757.853271
	Iteration 64F: 3 clusters Score -435065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Entering Unmasked Estep 
Score: -1182040.750000 Penalty: 1538.876465
	Iteration 0F: 2 clusters Score -1182041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1172937.625000 Penalty: 3077.752930
	Iteration 0F: 3 clusters Score -1172938 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1176367.750000 Penalty: 3077.752930
	Iteration 1F: 3 clusters Score -1176368 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1176945.625000 Penalty: 3077.752930
	Iteration 2F: 3 clusters Score -1176946 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1177617.000000 Penalty: 3077.752930
	Iteration 3F: 3 clusters Score -1177617 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1178234.625000 Penalty: 3077.752930
	Iteration 4F: 3 clusters Score -1178235 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1178790.500000 Penalty: 3077.752930
	Iteration 5F: 3 clusters Score -1178790 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1179211.000000 Penalty: 3077.752930
	Iteration 6F: 3 clusters Score -1179211 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1179496.125000 Penalty: 3077.752930
	Iteration 7Q: 3 clusters Score -1179496 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1179712.750000 Penalty: 3077.752930
	Iteration 8Q: 3 clusters Score -1179713 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1179884.500000 Penalty: 3077.752930
	Iteration 9Q: 3 clusters Score -1179884 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1180005.625000 Penalty: 3077.752930
	Iteration 10Q: 3 clusters Score -1180006 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1180148.000000 Penalty: 3077.752930
	Iteration 11Q: 3 clusters Score -1180148 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1180381.750000 Penalty: 3077.752930
	Iteration 12Q: 3 clusters Score -1180382 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1180743.500000 Penalty: 3077.752930
	Iteration 13Q: 3 clusters Score -1180744 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1181049.125000 Penalty: 3077.752930
	Iteration 14Q: 3 clusters Score -1181049 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1181193.000000 Penalty: 3077.752930
	Iteration 15Q: 3 clusters Score -1181193 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1181285.000000 Penalty: 3077.752930
	Iteration 16Q: 3 clusters Score -1181285 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1181359.500000 Penalty: 3077.752930
	Iteration 17Q: 3 clusters Score -1181360 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1181411.000000 Penalty: 3077.752930
	Iteration 18Q: 3 clusters Score -1181411 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1181448.125000 Penalty: 3077.752930
	Iteration 19Q: 3 clusters Score -1181448 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1181500.000000 Penalty: 3077.752930
	Iteration 20F: 3 clusters Score -1181500 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1181548.125000 Penalty: 3077.752930
	Iteration 21Q: 3 clusters Score -1181548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1181578.875000 Penalty: 3077.752930
	Iteration 22Q: 3 clusters Score -1181579 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1181610.125000 Penalty: 3077.752930
	Iteration 23Q: 3 clusters Score -1181610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1181635.500000 Penalty: 3077.752930
	Iteration 24Q: 3 clusters Score -1181636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1181655.500000 Penalty: 3077.752930
	Iteration 25Q: 3 clusters Score -1181656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1181676.875000 Penalty: 3077.752930
	Iteration 26Q: 3 clusters Score -1181677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1181683.125000 Penalty: 3077.752930
	Iteration 27Q: 3 clusters Score -1181683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1181699.625000 Penalty: 3077.752930
	Iteration 28Q: 3 clusters Score -1181700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1181710.875000 Penalty: 3077.752930
	Iteration 29Q: 3 clusters Score -1181711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1181717.750000 Penalty: 3077.752930
	Iteration 30Q: 3 clusters Score -1181718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1181725.375000 Penalty: 3077.752930
	Iteration 31Q: 3 clusters Score -1181725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1181732.250000 Penalty: 3077.752930
	Iteration 32Q: 3 clusters Score -1181732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1181736.125000 Penalty: 3077.752930
	Iteration 33Q: 3 clusters Score -1181736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1181744.000000 Penalty: 3077.752930
	Iteration 34Q: 3 clusters Score -1181744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1181750.375000 Penalty: 3077.752930
	Iteration 35Q: 3 clusters Score -1181750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1181752.500000 Penalty: 3077.752930
	Iteration 36Q: 3 clusters Score -1181752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1181754.500000 Penalty: 3077.752930
	Iteration 37Q: 3 clusters Score -1181754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1181755.125000 Penalty: 3077.752930
	Iteration 38Q: 3 clusters Score -1181755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1181757.250000 Penalty: 3077.752930
	Iteration 39Q: 3 clusters Score -1181757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1181761.500000 Penalty: 3077.752930
	Iteration 40F: 3 clusters Score -1181762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1181765.250000 Penalty: 3077.752930
	Iteration 41Q: 3 clusters Score -1181765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1181766.875000 Penalty: 3077.752930
	Iteration 42Q: 3 clusters Score -1181767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1181773.500000 Penalty: 3077.752930
	Iteration 43Q: 3 clusters Score -1181774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1181773.875000 Penalty: 3077.752930
	Iteration 44Q: 3 clusters Score -1181774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1181784.750000 Penalty: 3077.752930
	Iteration 45Q: 3 clusters Score -1181785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1181789.000000 Penalty: 3077.752930
	Iteration 46Q: 3 clusters Score -1181789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1181802.500000 Penalty: 3077.752930
	Iteration 47Q: 3 clusters Score -1181802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1181818.625000 Penalty: 3077.752930
	Iteration 48Q: 3 clusters Score -1181819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1181834.625000 Penalty: 3077.752930
	Iteration 49Q: 3 clusters Score -1181835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1181851.125000 Penalty: 3077.752930
	Iteration 50Q: 3 clusters Score -1181851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1181867.000000 Penalty: 3077.752930
	Iteration 51Q: 3 clusters Score -1181867 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1181888.500000 Penalty: 3077.752930
	Iteration 52Q: 3 clusters Score -1181888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1181908.125000 Penalty: 3077.752930
	Iteration 53Q: 3 clusters Score -1181908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1181935.250000 Penalty: 3077.752930
	Iteration 54Q: 3 clusters Score -1181935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1181953.750000 Penalty: 3077.752930
	Iteration 55Q: 3 clusters Score -1181954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1181964.375000 Penalty: 3077.752930
	Iteration 56Q: 3 clusters Score -1181964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1181981.000000 Penalty: 3077.752930
	Iteration 57Q: 3 clusters Score -1181981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1181992.250000 Penalty: 3077.752930
	Iteration 58Q: 3 clusters Score -1181992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1182001.500000 Penalty: 3077.752930
	Iteration 59Q: 3 clusters Score -1182002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1182013.000000 Penalty: 3077.752930
	Iteration 60F: 3 clusters Score -1182013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1182028.500000 Penalty: 3077.752930
	Iteration 61Q: 3 clusters Score -1182028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1182046.500000 Penalty: 3077.752930
	Iteration 62Q: 3 clusters Score -1182046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1182051.750000 Penalty: 3077.752930
	Iteration 63Q: 3 clusters Score -1182052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1182057.375000 Penalty: 3077.752930
	Iteration 64Q: 3 clusters Score -1182057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1182063.000000 Penalty: 3077.752930
	Iteration 65Q: 3 clusters Score -1182063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1182071.250000 Penalty: 3077.752930
	Iteration 66Q: 3 clusters Score -1182071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1182081.875000 Penalty: 3077.752930
	Iteration 67Q: 3 clusters Score -1182082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1182093.500000 Penalty: 3077.752930
	Iteration 68Q: 3 clusters Score -1182094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1182112.625000 Penalty: 3077.752930
	Iteration 69Q: 3 clusters Score -1182113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1182129.625000 Penalty: 3077.752930
	Iteration 70Q: 3 clusters Score -1182130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1182149.750000 Penalty: 3077.752930
	Iteration 71Q: 3 clusters Score -1182150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1182184.750000 Penalty: 3077.752930
	Iteration 72Q: 3 clusters Score -1182185 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1182232.750000 Penalty: 3077.752930
	Iteration 73Q: 3 clusters Score -1182233 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1182353.750000 Penalty: 3077.752930
	Iteration 74Q: 3 clusters Score -1182354 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1182629.875000 Penalty: 3077.752930
	Iteration 75Q: 3 clusters Score -1182630 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1182890.000000 Penalty: 3077.752930
	Iteration 76Q: 3 clusters Score -1182890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1182967.625000 Penalty: 3077.752930
	Iteration 77Q: 3 clusters Score -1182968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1182986.500000 Penalty: 3077.752930
	Iteration 78Q: 3 clusters Score -1182986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1182993.000000 Penalty: 3077.752930
	Iteration 79Q: 3 clusters Score -1182993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1183002.125000 Penalty: 3077.752930
	Iteration 80F: 3 clusters Score -1183002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1183002.250000 Penalty: 3077.752930
	Iteration 81Q: 3 clusters Score -1183002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1183001.500000 Penalty: 3077.752930
	Iteration 82Q: 3 clusters Score -1183002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1183001.125000 Penalty: 3077.752930
	Iteration 83Q: 3 clusters Score -1183001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1182998.875000 Penalty: 3077.752930
	Iteration 84Q: 3 clusters Score -1182999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1182999.250000 Penalty: 3077.752930
	Iteration 85Q: 3 clusters Score -1182999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1182999.250000 Penalty: 3077.752930
	Iteration 86F: 3 clusters Score -1182999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36775 members 
Mstep: Class 9 contains 17224 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 10207 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 42215 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 1384 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 46222 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 30808 members 
Mstep: Class 37 contains 21114 members 
Mstep: Class 38 contains 666 members 
Mstep: Class 39 contains 31721 members 
Mstep: Class 40 contains 2758 members 
Entering Unmasked Estep 
Score: -49755312.000000 Penalty: 85837.507812
Splitting cluster 23 changes total score from -49744908.000000 to -49755312.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (13418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Entering Unmasked Estep 
Score: -1300256.000000 Penalty: 1544.457275
	Iteration 0F: 2 clusters Score -1300256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1290832.250000 Penalty: 3088.914551
	Iteration 0F: 3 clusters Score -1290832 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1294132.375000 Penalty: 3088.914551
	Iteration 1F: 3 clusters Score -1294132 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1294441.250000 Penalty: 3088.914551
	Iteration 2F: 3 clusters Score -1294441 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1294740.250000 Penalty: 3088.914551
	Iteration 3F: 3 clusters Score -1294740 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1295049.250000 Penalty: 3088.914551
	Iteration 4Q: 3 clusters Score -1295049 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1295390.125000 Penalty: 3088.914551
	Iteration 5Q: 3 clusters Score -1295390 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1295744.625000 Penalty: 3088.914551
	Iteration 6Q: 3 clusters Score -1295745 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1296136.375000 Penalty: 3088.914551
	Iteration 7Q: 3 clusters Score -1296136 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1296566.250000 Penalty: 3088.914551
	Iteration 8Q: 3 clusters Score -1296566 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1296977.125000 Penalty: 3088.914551
	Iteration 9Q: 3 clusters Score -1296977 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1297295.750000 Penalty: 3088.914551
	Iteration 10Q: 3 clusters Score -1297296 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1297510.125000 Penalty: 3088.914551
	Iteration 11Q: 3 clusters Score -1297510 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1297654.625000 Penalty: 3088.914551
	Iteration 12Q: 3 clusters Score -1297655 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1297766.000000 Penalty: 3088.914551
	Iteration 13Q: 3 clusters Score -1297766 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1297851.875000 Penalty: 3088.914551
	Iteration 14Q: 3 clusters Score -1297852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1297906.625000 Penalty: 3088.914551
	Iteration 15Q: 3 clusters Score -1297907 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1297941.000000 Penalty: 3088.914551
	Iteration 16Q: 3 clusters Score -1297941 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1297968.250000 Penalty: 3088.914551
	Iteration 17Q: 3 clusters Score -1297968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1297991.250000 Penalty: 3088.914551
	Iteration 18Q: 3 clusters Score -1297991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1298015.000000 Penalty: 3088.914551
	Iteration 19Q: 3 clusters Score -1298015 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1298035.875000 Penalty: 3088.914551
	Iteration 20F: 3 clusters Score -1298036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1298049.125000 Penalty: 3088.914551
	Iteration 21Q: 3 clusters Score -1298049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1298060.125000 Penalty: 3088.914551
	Iteration 22Q: 3 clusters Score -1298060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1298072.750000 Penalty: 3088.914551
	Iteration 23Q: 3 clusters Score -1298073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1298080.375000 Penalty: 3088.914551
	Iteration 24Q: 3 clusters Score -1298080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1298085.125000 Penalty: 3088.914551
	Iteration 25Q: 3 clusters Score -1298085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1298091.875000 Penalty: 3088.914551
	Iteration 26Q: 3 clusters Score -1298092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1298092.375000 Penalty: 3088.914551
	Iteration 27Q: 3 clusters Score -1298092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1298092.500000 Penalty: 3088.914551
	Iteration 28Q: 3 clusters Score -1298092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1298093.750000 Penalty: 3088.914551
	Iteration 29Q: 3 clusters Score -1298094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1298095.875000 Penalty: 3088.914551
	Iteration 30Q: 3 clusters Score -1298096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1298095.500000 Penalty: 3088.914551
	Iteration 31Q: 3 clusters Score -1298096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1298096.375000 Penalty: 3088.914551
	Iteration 32Q: 3 clusters Score -1298096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1298097.750000 Penalty: 3088.914551
	Iteration 33Q: 3 clusters Score -1298098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1298095.750000 Penalty: 3088.914551
	Iteration 34Q: 3 clusters Score -1298096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1298099.125000 Penalty: 3088.914551
	Iteration 35Q: 3 clusters Score -1298099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1298099.875000 Penalty: 3088.914551
	Iteration 36Q: 3 clusters Score -1298100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1298101.000000 Penalty: 3088.914551
	Iteration 37Q: 3 clusters Score -1298101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1298101.250000 Penalty: 3088.914551
	Iteration 38Q: 3 clusters Score -1298101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1298103.125000 Penalty: 3088.914551
	Iteration 39Q: 3 clusters Score -1298103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1298101.750000 Penalty: 3088.914551
	Iteration 40F: 3 clusters Score -1298102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1298102.250000 Penalty: 3088.914551
	Iteration 41Q: 3 clusters Score -1298102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1298104.750000 Penalty: 3088.914551
	Iteration 42Q: 3 clusters Score -1298105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1298105.750000 Penalty: 3088.914551
	Iteration 43Q: 3 clusters Score -1298106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1298108.125000 Penalty: 3088.914551
	Iteration 44Q: 3 clusters Score -1298108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1298108.625000 Penalty: 3088.914551
	Iteration 45Q: 3 clusters Score -1298109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1298109.625000 Penalty: 3088.914551
	Iteration 46Q: 3 clusters Score -1298110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1298108.750000 Penalty: 3088.914551
	Iteration 47Q: 3 clusters Score -1298109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1298110.875000 Penalty: 3088.914551
	Iteration 48Q: 3 clusters Score -1298111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1298112.000000 Penalty: 3088.914551
	Iteration 49Q: 3 clusters Score -1298112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1298114.250000 Penalty: 3088.914551
	Iteration 50Q: 3 clusters Score -1298114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1298111.500000 Penalty: 3088.914551
	Iteration 51Q: 3 clusters Score -1298112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1298115.625000 Penalty: 3088.914551
	Iteration 52Q: 3 clusters Score -1298116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1298110.625000 Penalty: 3088.914551
	Iteration 53Q: 3 clusters Score -1298111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1298110.875000 Penalty: 3088.914551
	Iteration 54Q: 3 clusters Score -1298111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1298115.750000 Penalty: 3088.914551
	Iteration 55Q: 3 clusters Score -1298116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1298114.375000 Penalty: 3088.914551
	Iteration 56Q: 3 clusters Score -1298114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1298113.500000 Penalty: 3088.914551
	Iteration 57Q: 3 clusters Score -1298114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1298114.750000 Penalty: 3088.914551
	Iteration 58Q: 3 clusters Score -1298115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1298117.375000 Penalty: 3088.914551
	Iteration 59Q: 3 clusters Score -1298117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1298119.500000 Penalty: 3088.914551
	Iteration 60F: 3 clusters Score -1298120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1298119.875000 Penalty: 3088.914551
	Iteration 61Q: 3 clusters Score -1298120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1298122.375000 Penalty: 3088.914551
	Iteration 62Q: 3 clusters Score -1298122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1298123.750000 Penalty: 3088.914551
	Iteration 63Q: 3 clusters Score -1298124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1298121.750000 Penalty: 3088.914551
	Iteration 64Q: 3 clusters Score -1298122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1298119.000000 Penalty: 3088.914551
	Iteration 65Q: 3 clusters Score -1298119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1298121.125000 Penalty: 3088.914551
	Iteration 66Q: 3 clusters Score -1298121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1298126.375000 Penalty: 3088.914551
	Iteration 67Q: 3 clusters Score -1298126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1298125.875000 Penalty: 3088.914551
	Iteration 68Q: 3 clusters Score -1298126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1298129.500000 Penalty: 3088.914551
	Iteration 69Q: 3 clusters Score -1298130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1298130.375000 Penalty: 3088.914551
	Iteration 70Q: 3 clusters Score -1298130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1298128.000000 Penalty: 3088.914551
	Iteration 71Q: 3 clusters Score -1298128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1298130.500000 Penalty: 3088.914551
	Iteration 72Q: 3 clusters Score -1298130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1298130.375000 Penalty: 3088.914551
	Iteration 73Q: 3 clusters Score -1298130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1298130.250000 Penalty: 3088.914551
	Iteration 74Q: 3 clusters Score -1298130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1298130.750000 Penalty: 3088.914551
	Iteration 75Q: 3 clusters Score -1298131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1298131.625000 Penalty: 3088.914551
	Iteration 76Q: 3 clusters Score -1298132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1298130.000000 Penalty: 3088.914551
	Iteration 77Q: 3 clusters Score -1298130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1298133.875000 Penalty: 3088.914551
	Iteration 78Q: 3 clusters Score -1298134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1298135.000000 Penalty: 3088.914551
	Iteration 79Q: 3 clusters Score -1298135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1298138.000000 Penalty: 3088.914551
	Iteration 80F: 3 clusters Score -1298138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1298142.625000 Penalty: 3088.914551
	Iteration 81Q: 3 clusters Score -1298143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1298138.875000 Penalty: 3088.914551
	Iteration 82Q: 3 clusters Score -1298139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1298139.875000 Penalty: 3088.914551
	Iteration 83Q: 3 clusters Score -1298140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1298142.000000 Penalty: 3088.914551
	Iteration 84Q: 3 clusters Score -1298142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1298140.625000 Penalty: 3088.914551
	Iteration 85Q: 3 clusters Score -1298141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1298143.000000 Penalty: 3088.914551
	Iteration 86Q: 3 clusters Score -1298143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1298145.375000 Penalty: 3088.914551
	Iteration 87Q: 3 clusters Score -1298145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1298146.750000 Penalty: 3088.914551
	Iteration 88Q: 3 clusters Score -1298147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1298146.750000 Penalty: 3088.914551
	Iteration 89Q: 3 clusters Score -1298147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1298147.125000 Penalty: 3088.914551
	Iteration 90Q: 3 clusters Score -1298147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1298145.625000 Penalty: 3088.914551
	Iteration 91Q: 3 clusters Score -1298146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1298146.250000 Penalty: 3088.914551
	Iteration 92Q: 3 clusters Score -1298146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1298147.875000 Penalty: 3088.914551
	Iteration 93Q: 3 clusters Score -1298148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1298149.875000 Penalty: 3088.914551
	Iteration 94Q: 3 clusters Score -1298150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1298150.125000 Penalty: 3088.914551
	Iteration 95Q: 3 clusters Score -1298150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1298149.125000 Penalty: 3088.914551
	Iteration 96Q: 3 clusters Score -1298149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1298149.625000 Penalty: 3088.914551
	Iteration 97Q: 3 clusters Score -1298150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1298149.625000 Penalty: 3088.914551
	Iteration 98F: 3 clusters Score -1298150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -110138.484375 Penalty: 1161.989014
	Iteration 0F: 2 clusters Score -110138.5 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 622 members 
Entering Unmasked Estep 
Score: -108507.554688 Penalty: 2323.978027
	Iteration 0F: 3 clusters Score -108507.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -108843.882812 Penalty: 2323.978027
	Iteration 1F: 3 clusters Score -108843.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108936.601562 Penalty: 2323.978027
	Iteration 2F: 3 clusters Score -108936.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108986.109375 Penalty: 2323.978027
	Iteration 3Q: 3 clusters Score -108986.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -109025.093750 Penalty: 2323.978027
	Iteration 4Q: 3 clusters Score -109025.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -109048.054688 Penalty: 2323.978027
	Iteration 5Q: 3 clusters Score -109048.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -109068.750000 Penalty: 2323.978027
	Iteration 6Q: 3 clusters Score -109068.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -109079.593750 Penalty: 2323.978027
	Iteration 7Q: 3 clusters Score -109079.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -109085.695312 Penalty: 2323.978027
	Iteration 8Q: 3 clusters Score -109085.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -109091.742188 Penalty: 2323.978027
	Iteration 9Q: 3 clusters Score -109091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -109093.976562 Penalty: 2323.978027
	Iteration 10Q: 3 clusters Score -109094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -109097.679688 Penalty: 2323.978027
	Iteration 11Q: 3 clusters Score -109097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -109103.007812 Penalty: 2323.978027
	Iteration 12Q: 3 clusters Score -109103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -109104.296875 Penalty: 2323.978027
	Iteration 13Q: 3 clusters Score -109104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -109104.804688 Penalty: 2323.978027
	Iteration 14Q: 3 clusters Score -109104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -109105.773438 Penalty: 2323.978027
	Iteration 15Q: 3 clusters Score -109105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -109107.054688 Penalty: 2323.978027
	Iteration 16Q: 3 clusters Score -109107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -109107.562500 Penalty: 2323.978027
	Iteration 17Q: 3 clusters Score -109107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -109108.539062 Penalty: 2323.978027
	Iteration 18Q: 3 clusters Score -109108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109110.507812 Penalty: 2323.978027
	Iteration 19Q: 3 clusters Score -109110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109112.851562 Penalty: 2323.978027
	Iteration 20F: 3 clusters Score -109112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109113.875000 Penalty: 2323.978027
	Iteration 21Q: 3 clusters Score -109113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109114.750000 Penalty: 2323.978027
	Iteration 22Q: 3 clusters Score -109114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109116.914062 Penalty: 2323.978027
	Iteration 23Q: 3 clusters Score -109116.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109120.710938 Penalty: 2323.978027
	Iteration 24Q: 3 clusters Score -109120.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109123.750000 Penalty: 2323.978027
	Iteration 25Q: 3 clusters Score -109123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -109129.695312 Penalty: 2323.978027
	Iteration 26Q: 3 clusters Score -109129.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109136.609375 Penalty: 2323.978027
	Iteration 27Q: 3 clusters Score -109136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109143.656250 Penalty: 2323.978027
	Iteration 28Q: 3 clusters Score -109143.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -109151.109375 Penalty: 2323.978027
	Iteration 29Q: 3 clusters Score -109151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109152.742188 Penalty: 2323.978027
	Iteration 30Q: 3 clusters Score -109152.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109152.742188 Penalty: 2323.978027
	Iteration 31F: 3 clusters Score -109152.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (42215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Entering Unmasked Estep 
Score: -3995411.750000 Penalty: 1730.711304
	Iteration 0F: 2 clusters Score -3995412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3970874.250000 Penalty: 3461.422607
	Iteration 0F: 3 clusters Score -3970874 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3982271.500000 Penalty: 3461.422607
	Iteration 1F: 3 clusters Score -3982272 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3983089.000000 Penalty: 3461.422607
	Iteration 2Q: 3 clusters Score -3983089 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3984006.750000 Penalty: 3461.422607
	Iteration 3F: 3 clusters Score -3984007 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3985100.250000 Penalty: 3461.422607
	Iteration 4F: 3 clusters Score -3985100 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3986183.500000 Penalty: 3461.422607
	Iteration 5F: 3 clusters Score -3986184 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3987144.750000 Penalty: 3461.422607
	Iteration 6F: 3 clusters Score -3987145 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3987960.000000 Penalty: 3461.422607
	Iteration 7Q: 3 clusters Score -3987960 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3988573.500000 Penalty: 3461.422607
	Iteration 8Q: 3 clusters Score -3988574 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3989042.250000 Penalty: 3461.422607
	Iteration 9Q: 3 clusters Score -3989042 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3989380.250000 Penalty: 3461.422607
	Iteration 10Q: 3 clusters Score -3989380 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3989712.750000 Penalty: 3461.422607
	Iteration 11Q: 3 clusters Score -3989713 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3990043.500000 Penalty: 3461.422607
	Iteration 12Q: 3 clusters Score -3990044 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3990439.750000 Penalty: 3461.422607
	Iteration 13Q: 3 clusters Score -3990440 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3990894.000000 Penalty: 3461.422607
	Iteration 14Q: 3 clusters Score -3990894 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3991470.250000 Penalty: 3461.422607
	Iteration 15Q: 3 clusters Score -3991470 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3992128.500000 Penalty: 3461.422607
	Iteration 16Q: 3 clusters Score -3992128 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3992754.750000 Penalty: 3461.422607
	Iteration 17Q: 3 clusters Score -3992755 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3993177.000000 Penalty: 3461.422607
	Iteration 18Q: 3 clusters Score -3993177 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3993370.000000 Penalty: 3461.422607
	Iteration 19Q: 3 clusters Score -3993370 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3993563.000000 Penalty: 3461.422607
	Iteration 20F: 3 clusters Score -3993563 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3993723.250000 Penalty: 3461.422607
	Iteration 21Q: 3 clusters Score -3993723 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3993855.000000 Penalty: 3461.422607
	Iteration 22Q: 3 clusters Score -3993855 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3993967.500000 Penalty: 3461.422607
	Iteration 23Q: 3 clusters Score -3993968 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3994110.250000 Penalty: 3461.422607
	Iteration 24Q: 3 clusters Score -3994110 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3994226.000000 Penalty: 3461.422607
	Iteration 25Q: 3 clusters Score -3994226 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3994321.250000 Penalty: 3461.422607
	Iteration 26Q: 3 clusters Score -3994321 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3994362.250000 Penalty: 3461.422607
	Iteration 27Q: 3 clusters Score -3994362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3994388.000000 Penalty: 3461.422607
	Iteration 28Q: 3 clusters Score -3994388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3994435.000000 Penalty: 3461.422607
	Iteration 29Q: 3 clusters Score -3994435 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3994472.750000 Penalty: 3461.422607
	Iteration 30Q: 3 clusters Score -3994473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3994506.250000 Penalty: 3461.422607
	Iteration 31Q: 3 clusters Score -3994506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3994507.000000 Penalty: 3461.422607
	Iteration 32Q: 3 clusters Score -3994507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3994530.000000 Penalty: 3461.422607
	Iteration 33Q: 3 clusters Score -3994530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3994542.250000 Penalty: 3461.422607
	Iteration 34Q: 3 clusters Score -3994542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3994531.750000 Penalty: 3461.422607
	Iteration 35Q: 3 clusters Score -3994532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3994526.750000 Penalty: 3461.422607
	Iteration 36Q: 3 clusters Score -3994527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3994525.750000 Penalty: 3461.422607
	Iteration 37Q: 3 clusters Score -3994526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3994528.750000 Penalty: 3461.422607
	Iteration 38Q: 3 clusters Score -3994529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3994531.250000 Penalty: 3461.422607
	Iteration 39Q: 3 clusters Score -3994531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3994534.250000 Penalty: 3461.422607
	Iteration 40F: 3 clusters Score -3994534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3994531.500000 Penalty: 3461.422607
	Iteration 41Q: 3 clusters Score -3994532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3994541.000000 Penalty: 3461.422607
	Iteration 42Q: 3 clusters Score -3994541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3994540.750000 Penalty: 3461.422607
	Iteration 43Q: 3 clusters Score -3994541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3994536.250000 Penalty: 3461.422607
	Iteration 44Q: 3 clusters Score -3994536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3994532.250000 Penalty: 3461.422607
	Iteration 45Q: 3 clusters Score -3994532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3994533.500000 Penalty: 3461.422607
	Iteration 46Q: 3 clusters Score -3994534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3994533.500000 Penalty: 3461.422607
	Iteration 47Q: 3 clusters Score -3994534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3994533.500000 Penalty: 3461.422607
	Iteration 48F: 3 clusters Score -3994534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -288163.843750 Penalty: 1310.860718
	Iteration 0F: 2 clusters Score -288163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -285345.031250 Penalty: 2621.721436
	Iteration 0F: 3 clusters Score -285345 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286060.468750 Penalty: 2621.721436
	Iteration 1F: 3 clusters Score -286060.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -286231.281250 Penalty: 2621.721436
	Iteration 2F: 3 clusters Score -286231.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -286349.625000 Penalty: 2621.721436
	Iteration 3F: 3 clusters Score -286349.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -286458.062500 Penalty: 2621.721436
	Iteration 4Q: 3 clusters Score -286458.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -286570.843750 Penalty: 2621.721436
	Iteration 5Q: 3 clusters Score -286570.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -286699.562500 Penalty: 2621.721436
	Iteration 6Q: 3 clusters Score -286699.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -286830.062500 Penalty: 2621.721436
	Iteration 7Q: 3 clusters Score -286830.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -286936.187500 Penalty: 2621.721436
	Iteration 8Q: 3 clusters Score -286936.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -287033.968750 Penalty: 2621.721436
	Iteration 9Q: 3 clusters Score -287034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287103.312500 Penalty: 2621.721436
	Iteration 10Q: 3 clusters Score -287103.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -287168.250000 Penalty: 2621.721436
	Iteration 11Q: 3 clusters Score -287168.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -287240.625000 Penalty: 2621.721436
	Iteration 12Q: 3 clusters Score -287240.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -287304.406250 Penalty: 2621.721436
	Iteration 13Q: 3 clusters Score -287304.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -287358.812500 Penalty: 2621.721436
	Iteration 14Q: 3 clusters Score -287358.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -287399.968750 Penalty: 2621.721436
	Iteration 15Q: 3 clusters Score -287400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -287448.500000 Penalty: 2621.721436
	Iteration 16Q: 3 clusters Score -287448.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -287480.812500 Penalty: 2621.721436
	Iteration 17Q: 3 clusters Score -287480.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -287508.218750 Penalty: 2621.721436
	Iteration 18Q: 3 clusters Score -287508.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -287532.093750 Penalty: 2621.721436
	Iteration 19Q: 3 clusters Score -287532.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -287562.343750 Penalty: 2621.721436
	Iteration 20F: 3 clusters Score -287562.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -287575.187500 Penalty: 2621.721436
	Iteration 21Q: 3 clusters Score -287575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -287581.468750 Penalty: 2621.721436
	Iteration 22Q: 3 clusters Score -287581.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -287584.875000 Penalty: 2621.721436
	Iteration 23Q: 3 clusters Score -287584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -287590.125000 Penalty: 2621.721436
	Iteration 24Q: 3 clusters Score -287590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287592.937500 Penalty: 2621.721436
	Iteration 25Q: 3 clusters Score -287592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287594.843750 Penalty: 2621.721436
	Iteration 26Q: 3 clusters Score -287594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -287595.937500 Penalty: 2621.721436
	Iteration 27Q: 3 clusters Score -287595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -287597.500000 Penalty: 2621.721436
	Iteration 28Q: 3 clusters Score -287597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287598.687500 Penalty: 2621.721436
	Iteration 29Q: 3 clusters Score -287598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -287598.468750 Penalty: 2621.721436
	Iteration 30Q: 3 clusters Score -287598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -287598.468750 Penalty: 2621.721436
	Iteration 31F: 3 clusters Score -287598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -211095.031250 Penalty: 1262.798462
	Iteration 0F: 2 clusters Score -211095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -208811.109375 Penalty: 2525.596924
	Iteration 0F: 3 clusters Score -208811.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -209415.031250 Penalty: 2525.596924
	Iteration 1F: 3 clusters Score -209415 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -209600.437500 Penalty: 2525.596924
	Iteration 2F: 3 clusters Score -209600.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -209705.171875 Penalty: 2525.596924
	Iteration 3F: 3 clusters Score -209705.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -209784.187500 Penalty: 2525.596924
	Iteration 4Q: 3 clusters Score -209784.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -209880.484375 Penalty: 2525.596924
	Iteration 5Q: 3 clusters Score -209880.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -209978.359375 Penalty: 2525.596924
	Iteration 6Q: 3 clusters Score -209978.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -210096.515625 Penalty: 2525.596924
	Iteration 7Q: 3 clusters Score -210096.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -210207.015625 Penalty: 2525.596924
	Iteration 8Q: 3 clusters Score -210207 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -210284.515625 Penalty: 2525.596924
	Iteration 9Q: 3 clusters Score -210284.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -210350.906250 Penalty: 2525.596924
	Iteration 10Q: 3 clusters Score -210350.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -210409.531250 Penalty: 2525.596924
	Iteration 11Q: 3 clusters Score -210409.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -210460.343750 Penalty: 2525.596924
	Iteration 12Q: 3 clusters Score -210460.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -210507.562500 Penalty: 2525.596924
	Iteration 13Q: 3 clusters Score -210507.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -210535.890625 Penalty: 2525.596924
	Iteration 14Q: 3 clusters Score -210535.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -210565.218750 Penalty: 2525.596924
	Iteration 15Q: 3 clusters Score -210565.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -210590.203125 Penalty: 2525.596924
	Iteration 16Q: 3 clusters Score -210590.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -210606.640625 Penalty: 2525.596924
	Iteration 17Q: 3 clusters Score -210606.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -210619.390625 Penalty: 2525.596924
	Iteration 18Q: 3 clusters Score -210619.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -210638.718750 Penalty: 2525.596924
	Iteration 19Q: 3 clusters Score -210638.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -210651.046875 Penalty: 2525.596924
	Iteration 20F: 3 clusters Score -210651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -210663.312500 Penalty: 2525.596924
	Iteration 21Q: 3 clusters Score -210663.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -210681.359375 Penalty: 2525.596924
	Iteration 22Q: 3 clusters Score -210681.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -210694.406250 Penalty: 2525.596924
	Iteration 23Q: 3 clusters Score -210694.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -210702.421875 Penalty: 2525.596924
	Iteration 24Q: 3 clusters Score -210702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -210705.453125 Penalty: 2525.596924
	Iteration 25Q: 3 clusters Score -210705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -210709.796875 Penalty: 2525.596924
	Iteration 26Q: 3 clusters Score -210709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -210712.718750 Penalty: 2525.596924
	Iteration 27Q: 3 clusters Score -210712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -210713.515625 Penalty: 2525.596924
	Iteration 28Q: 3 clusters Score -210713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -210714.375000 Penalty: 2525.596924
	Iteration 29Q: 3 clusters Score -210714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -210715.671875 Penalty: 2525.596924
	Iteration 30Q: 3 clusters Score -210715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -210716.421875 Penalty: 2525.596924
	Iteration 31Q: 3 clusters Score -210716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210717.281250 Penalty: 2525.596924
	Iteration 32Q: 3 clusters Score -210717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -210718.343750 Penalty: 2525.596924
	Iteration 33Q: 3 clusters Score -210718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -210719.109375 Penalty: 2525.596924
	Iteration 34Q: 3 clusters Score -210719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210719.484375 Penalty: 2525.596924
	Iteration 35Q: 3 clusters Score -210719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -210719.156250 Penalty: 2525.596924
	Iteration 36Q: 3 clusters Score -210719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210720.781250 Penalty: 2525.596924
	Iteration 37Q: 3 clusters Score -210720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -210722.578125 Penalty: 2525.596924
	Iteration 38Q: 3 clusters Score -210722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210725.921875 Penalty: 2525.596924
	Iteration 39Q: 3 clusters Score -210725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -210726.859375 Penalty: 2525.596924
	Iteration 40F: 3 clusters Score -210726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -210728.859375 Penalty: 2525.596924
	Iteration 41Q: 3 clusters Score -210728.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -210730.765625 Penalty: 2525.596924
	Iteration 42Q: 3 clusters Score -210730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -210732.265625 Penalty: 2525.596924
	Iteration 43Q: 3 clusters Score -210732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -210737.500000 Penalty: 2525.596924
	Iteration 44Q: 3 clusters Score -210737.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -210740.984375 Penalty: 2525.596924
	Iteration 45Q: 3 clusters Score -210741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -210744.656250 Penalty: 2525.596924
	Iteration 46Q: 3 clusters Score -210744.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -210751.968750 Penalty: 2525.596924
	Iteration 47Q: 3 clusters Score -210752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -210776.078125 Penalty: 2525.596924
	Iteration 48Q: 3 clusters Score -210776.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -210877.437500 Penalty: 2525.596924
	Iteration 49Q: 3 clusters Score -210877.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -211104.062500 Penalty: 2525.596924
	Iteration 50Q: 3 clusters Score -211104.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -211259.515625 Penalty: 2525.596924
	Iteration 51Q: 3 clusters Score -211259.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -211292.234375 Penalty: 2525.596924
	Iteration 52Q: 3 clusters Score -211292.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -211302.703125 Penalty: 2525.596924
	Iteration 53Q: 3 clusters Score -211302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -211304.218750 Penalty: 2525.596924
	Iteration 54Q: 3 clusters Score -211304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -211304.593750 Penalty: 2525.596924
	Iteration 55Q: 3 clusters Score -211304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -211304.859375 Penalty: 2525.596924
	Iteration 56Q: 3 clusters Score -211304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -211305.546875 Penalty: 2525.596924
	Iteration 57Q: 3 clusters Score -211305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -211307.375000 Penalty: 2525.596924
	Iteration 58Q: 3 clusters Score -211307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -211308.203125 Penalty: 2525.596924
	Iteration 59Q: 3 clusters Score -211308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -211308.203125 Penalty: 2525.596924
	Iteration 60F: 3 clusters Score -211308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36775 members 
Mstep: Class 9 contains 17224 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 10207 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 42215 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 967 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 1384 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 46222 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 30808 members 
Mstep: Class 37 contains 21114 members 
Mstep: Class 38 contains 666 members 
Mstep: Class 39 contains 31721 members 
Mstep: Class 40 contains 2758 members 
Mstep: Class 41 contains 1404 members 
Entering Unmasked Estep 
Score: -49754656.000000 Penalty: 87983.445312
Splitting cluster 28 changes total score from -49744908.000000 to -49754656.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 29 (5450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Entering Unmasked Estep 
Score: -505261.375000 Penalty: 1398.047729
	Iteration 0F: 2 clusters Score -505261.4 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 2739 members 
Entering Unmasked Estep 
Score: -500996.593750 Penalty: 2796.095459
	Iteration 0F: 3 clusters Score -500996.6 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -502204.968750 Penalty: 2796.095459
	Iteration 1F: 3 clusters Score -502205 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -502444.593750 Penalty: 2796.095459
	Iteration 2F: 3 clusters Score -502444.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -502649.718750 Penalty: 2796.095459
	Iteration 3F: 3 clusters Score -502649.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -502881.218750 Penalty: 2796.095459
	Iteration 4F: 3 clusters Score -502881.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -503111.687500 Penalty: 2796.095459
	Iteration 5F: 3 clusters Score -503111.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -503348.062500 Penalty: 2796.095459
	Iteration 6F: 3 clusters Score -503348.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -503565.125000 Penalty: 2796.095459
	Iteration 7F: 3 clusters Score -503565.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -503796.843750 Penalty: 2796.095459
	Iteration 8F: 3 clusters Score -503796.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -504004.406250 Penalty: 2796.095459
	Iteration 9Q: 3 clusters Score -504004.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -504132.656250 Penalty: 2796.095459
	Iteration 10Q: 3 clusters Score -504132.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -504217.718750 Penalty: 2796.095459
	Iteration 11Q: 3 clusters Score -504217.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -504271.750000 Penalty: 2796.095459
	Iteration 12Q: 3 clusters Score -504271.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -504305.687500 Penalty: 2796.095459
	Iteration 13Q: 3 clusters Score -504305.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -504322.187500 Penalty: 2796.095459
	Iteration 14Q: 3 clusters Score -504322.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -504328.218750 Penalty: 2796.095459
	Iteration 15Q: 3 clusters Score -504328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -504331.718750 Penalty: 2796.095459
	Iteration 16Q: 3 clusters Score -504331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -504336.718750 Penalty: 2796.095459
	Iteration 17Q: 3 clusters Score -504336.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -504339.906250 Penalty: 2796.095459
	Iteration 18Q: 3 clusters Score -504339.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -504343.375000 Penalty: 2796.095459
	Iteration 19Q: 3 clusters Score -504343.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -504348.187500 Penalty: 2796.095459
	Iteration 20F: 3 clusters Score -504348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -504350.375000 Penalty: 2796.095459
	Iteration 21Q: 3 clusters Score -504350.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -504352.000000 Penalty: 2796.095459
	Iteration 22Q: 3 clusters Score -504352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -504354.093750 Penalty: 2796.095459
	Iteration 23Q: 3 clusters Score -504354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -504355.906250 Penalty: 2796.095459
	Iteration 24Q: 3 clusters Score -504355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -504360.093750 Penalty: 2796.095459
	Iteration 25Q: 3 clusters Score -504360.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -504360.562500 Penalty: 2796.095459
	Iteration 26Q: 3 clusters Score -504360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -504363.093750 Penalty: 2796.095459
	Iteration 27Q: 3 clusters Score -504363.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -504367.593750 Penalty: 2796.095459
	Iteration 28Q: 3 clusters Score -504367.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -504370.468750 Penalty: 2796.095459
	Iteration 29Q: 3 clusters Score -504370.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -504374.843750 Penalty: 2796.095459
	Iteration 30Q: 3 clusters Score -504374.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -504382.406250 Penalty: 2796.095459
	Iteration 31Q: 3 clusters Score -504382.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -504387.812500 Penalty: 2796.095459
	Iteration 32Q: 3 clusters Score -504387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -504390.906250 Penalty: 2796.095459
	Iteration 33Q: 3 clusters Score -504390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -504393.500000 Penalty: 2796.095459
	Iteration 34Q: 3 clusters Score -504393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -504396.625000 Penalty: 2796.095459
	Iteration 35Q: 3 clusters Score -504396.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -504399.312500 Penalty: 2796.095459
	Iteration 36Q: 3 clusters Score -504399.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -504407.906250 Penalty: 2796.095459
	Iteration 37Q: 3 clusters Score -504407.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -504413.500000 Penalty: 2796.095459
	Iteration 38Q: 3 clusters Score -504413.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -504417.593750 Penalty: 2796.095459
	Iteration 39Q: 3 clusters Score -504417.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -504423.750000 Penalty: 2796.095459
	Iteration 40F: 3 clusters Score -504423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -504429.906250 Penalty: 2796.095459
	Iteration 41Q: 3 clusters Score -504429.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -504435.468750 Penalty: 2796.095459
	Iteration 42Q: 3 clusters Score -504435.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -504441.656250 Penalty: 2796.095459
	Iteration 43Q: 3 clusters Score -504441.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -504447.156250 Penalty: 2796.095459
	Iteration 44Q: 3 clusters Score -504447.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -504454.593750 Penalty: 2796.095459
	Iteration 45Q: 3 clusters Score -504454.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -504458.500000 Penalty: 2796.095459
	Iteration 46Q: 3 clusters Score -504458.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -504462.968750 Penalty: 2796.095459
	Iteration 47Q: 3 clusters Score -504463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -504470.718750 Penalty: 2796.095459
	Iteration 48Q: 3 clusters Score -504470.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -504479.375000 Penalty: 2796.095459
	Iteration 49Q: 3 clusters Score -504479.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -504491.625000 Penalty: 2796.095459
	Iteration 50Q: 3 clusters Score -504491.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -504505.375000 Penalty: 2796.095459
	Iteration 51Q: 3 clusters Score -504505.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -504515.687500 Penalty: 2796.095459
	Iteration 52Q: 3 clusters Score -504515.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -504527.156250 Penalty: 2796.095459
	Iteration 53Q: 3 clusters Score -504527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -504535.343750 Penalty: 2796.095459
	Iteration 54Q: 3 clusters Score -504535.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -504545.875000 Penalty: 2796.095459
	Iteration 55Q: 3 clusters Score -504545.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -504552.437500 Penalty: 2796.095459
	Iteration 56Q: 3 clusters Score -504552.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -504559.937500 Penalty: 2796.095459
	Iteration 57Q: 3 clusters Score -504559.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -504562.781250 Penalty: 2796.095459
	Iteration 58Q: 3 clusters Score -504562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -504563.687500 Penalty: 2796.095459
	Iteration 59Q: 3 clusters Score -504563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -504564.281250 Penalty: 2796.095459
	Iteration 60F: 3 clusters Score -504564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -504564.375000 Penalty: 2796.095459
	Iteration 61Q: 3 clusters Score -504564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -504564.375000 Penalty: 2796.095459
	Iteration 62F: 3 clusters Score -504564.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -84123.937500 Penalty: 1120.219116
	Iteration 0F: 2 clusters Score -84123.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82731.257812 Penalty: 2240.438232
	Iteration 0F: 3 clusters Score -82731.26 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -82997.664062 Penalty: 2240.438232
	Iteration 1F: 3 clusters Score -82997.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83083.953125 Penalty: 2240.438232
	Iteration 2F: 3 clusters Score -83083.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83122.468750 Penalty: 2240.438232
	Iteration 3Q: 3 clusters Score -83122.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83140.398438 Penalty: 2240.438232
	Iteration 4Q: 3 clusters Score -83140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83153.218750 Penalty: 2240.438232
	Iteration 5Q: 3 clusters Score -83153.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83159.007812 Penalty: 2240.438232
	Iteration 6Q: 3 clusters Score -83159.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83164.320312 Penalty: 2240.438232
	Iteration 7Q: 3 clusters Score -83164.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83172.117188 Penalty: 2240.438232
	Iteration 8Q: 3 clusters Score -83172.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -83181.601562 Penalty: 2240.438232
	Iteration 9Q: 3 clusters Score -83181.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83192.109375 Penalty: 2240.438232
	Iteration 10Q: 3 clusters Score -83192.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -83204.546875 Penalty: 2240.438232
	Iteration 11Q: 3 clusters Score -83204.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83209.195312 Penalty: 2240.438232
	Iteration 12Q: 3 clusters Score -83209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83211.039062 Penalty: 2240.438232
	Iteration 13Q: 3 clusters Score -83211.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83213.781250 Penalty: 2240.438232
	Iteration 14Q: 3 clusters Score -83213.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83216.835938 Penalty: 2240.438232
	Iteration 15Q: 3 clusters Score -83216.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83217.515625 Penalty: 2240.438232
	Iteration 16Q: 3 clusters Score -83217.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83219.562500 Penalty: 2240.438232
	Iteration 17Q: 3 clusters Score -83219.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83221.031250 Penalty: 2240.438232
	Iteration 18Q: 3 clusters Score -83221.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83223.937500 Penalty: 2240.438232
	Iteration 19Q: 3 clusters Score -83223.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83226.507812 Penalty: 2240.438232
	Iteration 20F: 3 clusters Score -83226.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83227.921875 Penalty: 2240.438232
	Iteration 21Q: 3 clusters Score -83227.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83229.335938 Penalty: 2240.438232
	Iteration 22Q: 3 clusters Score -83229.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83230.289062 Penalty: 2240.438232
	Iteration 23Q: 3 clusters Score -83230.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83230.289062 Penalty: 2240.438232
	Iteration 24F: 3 clusters Score -83230.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -120011.328125 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -120011.3 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 706 members 
Entering Unmasked Estep 
Score: -118296.578125 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -118296.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -118624.210938 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -118624.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -118744.101562 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -118744.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -118855.132812 Penalty: 2350.638428
	Iteration 3F: 3 clusters Score -118855.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -118930.250000 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -118930.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -119001.265625 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -119001.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -119055.328125 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -119055.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -119126.742188 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -119126.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -119190.617188 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -119190.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119244.617188 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -119244.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -119292.171875 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -119292.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -119333.359375 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -119333.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -119362.093750 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -119362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -119380.421875 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -119380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -119391.742188 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -119391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -119397.007812 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -119397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119408.664062 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -119408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119429.921875 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -119429.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -119456.398438 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -119456.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119489.078125 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -119489.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -119531.171875 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -119531.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -119582.796875 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -119582.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119639.203125 Penalty: 2350.638428
	Iteration 22Q: 3 clusters Score -119639.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -119670.640625 Penalty: 2350.638428
	Iteration 23Q: 3 clusters Score -119670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -119683.195312 Penalty: 2350.638428
	Iteration 24Q: 3 clusters Score -119683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119700.578125 Penalty: 2350.638428
	Iteration 25Q: 3 clusters Score -119700.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -119717.718750 Penalty: 2350.638428
	Iteration 26Q: 3 clusters Score -119717.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -119738.273438 Penalty: 2350.638428
	Iteration 27Q: 3 clusters Score -119738.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -119747.234375 Penalty: 2350.638428
	Iteration 28Q: 3 clusters Score -119747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119761.250000 Penalty: 2350.638428
	Iteration 29Q: 3 clusters Score -119761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119775.742188 Penalty: 2350.638428
	Iteration 30Q: 3 clusters Score -119775.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -119785.695312 Penalty: 2350.638428
	Iteration 31Q: 3 clusters Score -119785.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -119800.796875 Penalty: 2350.638428
	Iteration 32Q: 3 clusters Score -119800.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -119814.109375 Penalty: 2350.638428
	Iteration 33Q: 3 clusters Score -119814.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119820.085938 Penalty: 2350.638428
	Iteration 34Q: 3 clusters Score -119820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -119824.328125 Penalty: 2350.638428
	Iteration 35Q: 3 clusters Score -119824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -119825.562500 Penalty: 2350.638428
	Iteration 36Q: 3 clusters Score -119825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -119827.062500 Penalty: 2350.638428
	Iteration 37Q: 3 clusters Score -119827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -119827.906250 Penalty: 2350.638428
	Iteration 38Q: 3 clusters Score -119827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -119829.187500 Penalty: 2350.638428
	Iteration 39Q: 3 clusters Score -119829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -119829.187500 Penalty: 2350.638428
	Iteration 40F: 3 clusters Score -119829.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -176902.156250 Penalty: 1248.926758
	Iteration 0F: 2 clusters Score -176902.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -174730.484375 Penalty: 2497.853516
	Iteration 0F: 3 clusters Score -174730.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -175175.312500 Penalty: 2497.853516
	Iteration 1F: 3 clusters Score -175175.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -175301.703125 Penalty: 2497.853516
	Iteration 2F: 3 clusters Score -175301.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -175413.015625 Penalty: 2497.853516
	Iteration 3F: 3 clusters Score -175413 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -175489.671875 Penalty: 2497.853516
	Iteration 4Q: 3 clusters Score -175489.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -175553.937500 Penalty: 2497.853516
	Iteration 5Q: 3 clusters Score -175553.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -175619.359375 Penalty: 2497.853516
	Iteration 6Q: 3 clusters Score -175619.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -175669.093750 Penalty: 2497.853516
	Iteration 7Q: 3 clusters Score -175669.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -175714.062500 Penalty: 2497.853516
	Iteration 8Q: 3 clusters Score -175714.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -175760.046875 Penalty: 2497.853516
	Iteration 9Q: 3 clusters Score -175760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -175801.562500 Penalty: 2497.853516
	Iteration 10Q: 3 clusters Score -175801.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -175823.937500 Penalty: 2497.853516
	Iteration 11Q: 3 clusters Score -175823.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -175842.343750 Penalty: 2497.853516
	Iteration 12Q: 3 clusters Score -175842.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -175864.109375 Penalty: 2497.853516
	Iteration 13Q: 3 clusters Score -175864.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -175882.187500 Penalty: 2497.853516
	Iteration 14Q: 3 clusters Score -175882.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -175897.953125 Penalty: 2497.853516
	Iteration 15Q: 3 clusters Score -175898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -175919.078125 Penalty: 2497.853516
	Iteration 16Q: 3 clusters Score -175919.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -175956.500000 Penalty: 2497.853516
	Iteration 17Q: 3 clusters Score -175956.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -176005.796875 Penalty: 2497.853516
	Iteration 18Q: 3 clusters Score -176005.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -176046.703125 Penalty: 2497.853516
	Iteration 19Q: 3 clusters Score -176046.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -176065.703125 Penalty: 2497.853516
	Iteration 20F: 3 clusters Score -176065.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -176076.921875 Penalty: 2497.853516
	Iteration 21Q: 3 clusters Score -176076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -176083.156250 Penalty: 2497.853516
	Iteration 22Q: 3 clusters Score -176083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -176085.953125 Penalty: 2497.853516
	Iteration 23Q: 3 clusters Score -176086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -176088.093750 Penalty: 2497.853516
	Iteration 24Q: 3 clusters Score -176088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -176089.171875 Penalty: 2497.853516
	Iteration 25Q: 3 clusters Score -176089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -176090.296875 Penalty: 2497.853516
	Iteration 26Q: 3 clusters Score -176090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -176091.437500 Penalty: 2497.853516
	Iteration 27Q: 3 clusters Score -176091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -176091.390625 Penalty: 2497.853516
	Iteration 28Q: 3 clusters Score -176091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -176092.984375 Penalty: 2497.853516
	Iteration 29Q: 3 clusters Score -176093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -176093.906250 Penalty: 2497.853516
	Iteration 30Q: 3 clusters Score -176093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -176094.109375 Penalty: 2497.853516
	Iteration 31Q: 3 clusters Score -176094.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -176094.109375 Penalty: 2497.853516
	Iteration 32F: 3 clusters Score -176094.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (46222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Entering Unmasked Estep 
Score: -4543933.000000 Penalty: 1745.446777
	Iteration 0F: 2 clusters Score -4543933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -4524393.000000 Penalty: 3490.893555
	Iteration 0F: 3 clusters Score -4524393 nChanged 21623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4536480.000000 Penalty: 3490.893555
	Iteration 1F: 3 clusters Score -4536480 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4536853.500000 Penalty: 3490.893555
	Iteration 2Q: 3 clusters Score -4536854 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4537237.500000 Penalty: 3490.893555
	Iteration 3Q: 3 clusters Score -4537238 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -4537684.000000 Penalty: 3490.893555
	Iteration 4Q: 3 clusters Score -4537684 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -4538326.500000 Penalty: 3490.893555
	Iteration 5Q: 3 clusters Score -4538326 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4539315.000000 Penalty: 3490.893555
	Iteration 6Q: 3 clusters Score -4539315 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4540867.000000 Penalty: 3490.893555
	Iteration 7F: 3 clusters Score -4540867 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4542774.500000 Penalty: 3490.893555
	Iteration 8F: 3 clusters Score -4542774 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4542928.500000 Penalty: 3490.893555
	Iteration 9F: 3 clusters Score -4542928 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -4542642.000000 Penalty: 3490.893555
	Iteration 10Q: 3 clusters Score -4542642 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -4542613.000000 Penalty: 3490.893555
	Iteration 11Q: 3 clusters Score -4542613 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -4542821.000000 Penalty: 3490.893555
	Iteration 12Q: 3 clusters Score -4542821 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -4542913.000000 Penalty: 3490.893555
	Iteration 13Q: 3 clusters Score -4542913 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -4543047.500000 Penalty: 3490.893555
	Iteration 14Q: 3 clusters Score -4543048 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -4543095.500000 Penalty: 3490.893555
	Iteration 15Q: 3 clusters Score -4543096 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4543103.500000 Penalty: 3490.893555
	Iteration 16Q: 3 clusters Score -4543104 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -4543101.500000 Penalty: 3490.893555
	Iteration 17Q: 3 clusters Score -4543102 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -4543101.500000 Penalty: 3490.893555
	Iteration 18Q: 3 clusters Score -4543102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -4543091.500000 Penalty: 3490.893555
	Iteration 19Q: 3 clusters Score -4543092 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -4543095.000000 Penalty: 3490.893555
	Iteration 20F: 3 clusters Score -4543095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -4543075.000000 Penalty: 3490.893555
	Iteration 21Q: 3 clusters Score -4543075 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -4543086.500000 Penalty: 3490.893555
	Iteration 22Q: 3 clusters Score -4543086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -4543108.000000 Penalty: 3490.893555
	Iteration 23Q: 3 clusters Score -4543108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -4543124.000000 Penalty: 3490.893555
	Iteration 24Q: 3 clusters Score -4543124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -4543125.000000 Penalty: 3490.893555
	Iteration 25Q: 3 clusters Score -4543125 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4543124.000000 Penalty: 3490.893555
	Iteration 26Q: 3 clusters Score -4543124 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -4543136.000000 Penalty: 3490.893555
	Iteration 27Q: 3 clusters Score -4543136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -4543152.000000 Penalty: 3490.893555
	Iteration 28Q: 3 clusters Score -4543152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -4543138.000000 Penalty: 3490.893555
	Iteration 29Q: 3 clusters Score -4543138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -4543135.000000 Penalty: 3490.893555
	Iteration 30Q: 3 clusters Score -4543135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -4543140.500000 Penalty: 3490.893555
	Iteration 31Q: 3 clusters Score -4543140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4543119.500000 Penalty: 3490.893555
	Iteration 32Q: 3 clusters Score -4543120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -4543127.500000 Penalty: 3490.893555
	Iteration 33Q: 3 clusters Score -4543128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -4543146.500000 Penalty: 3490.893555
	Iteration 34Q: 3 clusters Score -4543146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -4543133.000000 Penalty: 3490.893555
	Iteration 35Q: 3 clusters Score -4543133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -4543096.500000 Penalty: 3490.893555
	Iteration 36Q: 3 clusters Score -4543096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -4543108.500000 Penalty: 3490.893555
	Iteration 37Q: 3 clusters Score -4543108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -4543125.000000 Penalty: 3490.893555
	Iteration 38Q: 3 clusters Score -4543125 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -4543136.500000 Penalty: 3490.893555
	Iteration 39Q: 3 clusters Score -4543136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -4543135.500000 Penalty: 3490.893555
	Iteration 40F: 3 clusters Score -4543136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -4543133.500000 Penalty: 3490.893555
	Iteration 41Q: 3 clusters Score -4543134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -4543130.500000 Penalty: 3490.893555
	Iteration 42Q: 3 clusters Score -4543130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -4543124.000000 Penalty: 3490.893555
	Iteration 43Q: 3 clusters Score -4543124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -4543121.500000 Penalty: 3490.893555
	Iteration 44Q: 3 clusters Score -4543122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -4543109.000000 Penalty: 3490.893555
	Iteration 45Q: 3 clusters Score -4543109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -4543130.500000 Penalty: 3490.893555
	Iteration 46Q: 3 clusters Score -4543130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -4543131.500000 Penalty: 3490.893555
	Iteration 47Q: 3 clusters Score -4543132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -4543138.000000 Penalty: 3490.893555
	Iteration 48Q: 3 clusters Score -4543138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -4543139.500000 Penalty: 3490.893555
	Iteration 49Q: 3 clusters Score -4543140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -4543120.000000 Penalty: 3490.893555
	Iteration 50Q: 3 clusters Score -4543120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -4543113.000000 Penalty: 3490.893555
	Iteration 51Q: 3 clusters Score -4543113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -4543108.500000 Penalty: 3490.893555
	Iteration 52Q: 3 clusters Score -4543108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -4543088.500000 Penalty: 3490.893555
	Iteration 53Q: 3 clusters Score -4543088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -4543088.000000 Penalty: 3490.893555
	Iteration 54Q: 3 clusters Score -4543088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -4543079.500000 Penalty: 3490.893555
	Iteration 55Q: 3 clusters Score -4543080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -4543089.000000 Penalty: 3490.893555
	Iteration 56Q: 3 clusters Score -4543089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -4543087.000000 Penalty: 3490.893555
	Iteration 57Q: 3 clusters Score -4543087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -4543079.000000 Penalty: 3490.893555
	Iteration 58Q: 3 clusters Score -4543079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -4543078.500000 Penalty: 3490.893555
	Iteration 59Q: 3 clusters Score -4543078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -4543081.500000 Penalty: 3490.893555
	Iteration 60F: 3 clusters Score -4543082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -4543078.500000 Penalty: 3490.893555
	Iteration 61Q: 3 clusters Score -4543078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -4543082.500000 Penalty: 3490.893555
	Iteration 62Q: 3 clusters Score -4543082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -4543081.500000 Penalty: 3490.893555
	Iteration 63Q: 3 clusters Score -4543082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -4543076.500000 Penalty: 3490.893555
	Iteration 64Q: 3 clusters Score -4543076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -4543076.500000 Penalty: 3490.893555
	Iteration 65Q: 3 clusters Score -4543076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -4543074.500000 Penalty: 3490.893555
	Iteration 66Q: 3 clusters Score -4543074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -4543075.000000 Penalty: 3490.893555
	Iteration 67Q: 3 clusters Score -4543075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -4543082.000000 Penalty: 3490.893555
	Iteration 68Q: 3 clusters Score -4543082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -4543080.500000 Penalty: 3490.893555
	Iteration 69Q: 3 clusters Score -4543080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -4543079.000000 Penalty: 3490.893555
	Iteration 70Q: 3 clusters Score -4543079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -4543091.000000 Penalty: 3490.893555
	Iteration 71Q: 3 clusters Score -4543091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -4543089.500000 Penalty: 3490.893555
	Iteration 72Q: 3 clusters Score -4543090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -4543092.500000 Penalty: 3490.893555
	Iteration 73Q: 3 clusters Score -4543092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -4543087.000000 Penalty: 3490.893555
	Iteration 74Q: 3 clusters Score -4543087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -4543077.000000 Penalty: 3490.893555
	Iteration 75Q: 3 clusters Score -4543077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -4543079.000000 Penalty: 3490.893555
	Iteration 76Q: 3 clusters Score -4543079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -4543083.000000 Penalty: 3490.893555
	Iteration 77Q: 3 clusters Score -4543083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -4543075.500000 Penalty: 3490.893555
	Iteration 78Q: 3 clusters Score -4543076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -4543073.500000 Penalty: 3490.893555
	Iteration 79Q: 3 clusters Score -4543074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -4543072.000000 Penalty: 3490.893555
	Iteration 80F: 3 clusters Score -4543072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -4543057.000000 Penalty: 3490.893555
	Iteration 81Q: 3 clusters Score -4543057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -4543061.000000 Penalty: 3490.893555
	Iteration 82Q: 3 clusters Score -4543061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4543057.000000 Penalty: 3490.893555
	Iteration 83Q: 3 clusters Score -4543057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -4543062.500000 Penalty: 3490.893555
	Iteration 84Q: 3 clusters Score -4543062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -4543059.500000 Penalty: 3490.893555
	Iteration 85Q: 3 clusters Score -4543060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -4543047.500000 Penalty: 3490.893555
	Iteration 86Q: 3 clusters Score -4543048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -4543034.000000 Penalty: 3490.893555
	Iteration 87Q: 3 clusters Score -4543034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -4543035.500000 Penalty: 3490.893555
	Iteration 88Q: 3 clusters Score -4543036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -4543031.500000 Penalty: 3490.893555
	Iteration 89Q: 3 clusters Score -4543032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -4543041.500000 Penalty: 3490.893555
	Iteration 90Q: 3 clusters Score -4543042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -4543045.000000 Penalty: 3490.893555
	Iteration 91Q: 3 clusters Score -4543045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -4543037.000000 Penalty: 3490.893555
	Iteration 92Q: 3 clusters Score -4543037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -4543037.000000 Penalty: 3490.893555
	Iteration 93F: 3 clusters Score -4543037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -190975.812500 Penalty: 1248.103516
	Iteration 0F: 2 clusters Score -190975.8 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 1064 members 
Entering Unmasked Estep 
Score: -188811.093750 Penalty: 2496.207031
	Iteration 0F: 3 clusters Score -188811.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -189254.875000 Penalty: 2496.207031
	Iteration 1F: 3 clusters Score -189254.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -189401.125000 Penalty: 2496.207031
	Iteration 2F: 3 clusters Score -189401.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -189534.265625 Penalty: 2496.207031
	Iteration 3F: 3 clusters Score -189534.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -189733.062500 Penalty: 2496.207031
	Iteration 4F: 3 clusters Score -189733.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -189997.359375 Penalty: 2496.207031
	Iteration 5F: 3 clusters Score -189997.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -190279.750000 Penalty: 2496.207031
	Iteration 6F: 3 clusters Score -190279.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -190545.250000 Penalty: 2496.207031
	Iteration 7F: 3 clusters Score -190545.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -190789.812500 Penalty: 2496.207031
	Iteration 8F: 3 clusters Score -190789.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -191265.187500 Penalty: 2496.207031
	Iteration 9Q: 3 clusters Score -191265.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -191688.406250 Penalty: 2496.207031
	Iteration 10Q: 3 clusters Score -191688.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -191729.359375 Penalty: 2496.207031
	Iteration 11Q: 3 clusters Score -191729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -191736.484375 Penalty: 2496.207031
	Iteration 12Q: 3 clusters Score -191736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -191738.593750 Penalty: 2496.207031
	Iteration 13Q: 3 clusters Score -191738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -191739.656250 Penalty: 2496.207031
	Iteration 14Q: 3 clusters Score -191739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -191740.859375 Penalty: 2496.207031
	Iteration 15Q: 3 clusters Score -191740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -191740.859375 Penalty: 2496.207031
	Iteration 16F: 3 clusters Score -191740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36775 members 
Mstep: Class 9 contains 17224 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 10207 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 42215 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 967 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 1384 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 46222 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 30808 members 
Mstep: Class 37 contains 21114 members 
Mstep: Class 38 contains 666 members 
Mstep: Class 39 contains 31721 members 
Mstep: Class 40 contains 2758 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 1441 members 
Entering Unmasked Estep 
Score: -49754436.000000 Penalty: 90129.382812
Splitting cluster 34 changes total score from -49744908.000000 to -49754436.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 35 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -149882.359375 Penalty: 1229.525513
	Iteration 0F: 2 clusters Score -149882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -147833.000000 Penalty: 2459.051025
	Iteration 0F: 3 clusters Score -147833 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -148436.609375 Penalty: 2459.051025
	Iteration 1F: 3 clusters Score -148436.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -148726.218750 Penalty: 2459.051025
	Iteration 2F: 3 clusters Score -148726.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -148927.593750 Penalty: 2459.051025
	Iteration 3F: 3 clusters Score -148927.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -149050.421875 Penalty: 2459.051025
	Iteration 4F: 3 clusters Score -149050.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -149168.500000 Penalty: 2459.051025
	Iteration 5Q: 3 clusters Score -149168.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -149263.171875 Penalty: 2459.051025
	Iteration 6Q: 3 clusters Score -149263.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -149320.656250 Penalty: 2459.051025
	Iteration 7Q: 3 clusters Score -149320.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -149363.140625 Penalty: 2459.051025
	Iteration 8Q: 3 clusters Score -149363.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -149387.828125 Penalty: 2459.051025
	Iteration 9Q: 3 clusters Score -149387.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -149395.765625 Penalty: 2459.051025
	Iteration 10Q: 3 clusters Score -149395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -149399.640625 Penalty: 2459.051025
	Iteration 11Q: 3 clusters Score -149399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -149400.781250 Penalty: 2459.051025
	Iteration 12Q: 3 clusters Score -149400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -149401.671875 Penalty: 2459.051025
	Iteration 13Q: 3 clusters Score -149401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -149403.328125 Penalty: 2459.051025
	Iteration 14Q: 3 clusters Score -149403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -149404.437500 Penalty: 2459.051025
	Iteration 15Q: 3 clusters Score -149404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -149405.703125 Penalty: 2459.051025
	Iteration 16Q: 3 clusters Score -149405.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -149407.453125 Penalty: 2459.051025
	Iteration 17Q: 3 clusters Score -149407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -149408.781250 Penalty: 2459.051025
	Iteration 18Q: 3 clusters Score -149408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -149409.203125 Penalty: 2459.051025
	Iteration 19Q: 3 clusters Score -149409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -149409.609375 Penalty: 2459.051025
	Iteration 20F: 3 clusters Score -149409.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Entering Unmasked Estep 
Score: -2962739.000000 Penalty: 1679.523560
	Iteration 0F: 2 clusters Score -2962739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2942118.750000 Penalty: 3359.047119
	Iteration 0F: 3 clusters Score -2942119 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2949840.000000 Penalty: 3359.047119
	Iteration 1F: 3 clusters Score -2949840 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2950203.750000 Penalty: 3359.047119
	Iteration 2Q: 3 clusters Score -2950204 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2950516.000000 Penalty: 3359.047119
	Iteration 3Q: 3 clusters Score -2950516 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2950907.250000 Penalty: 3359.047119
	Iteration 4Q: 3 clusters Score -2950907 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2951413.250000 Penalty: 3359.047119
	Iteration 5Q: 3 clusters Score -2951413 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2951998.000000 Penalty: 3359.047119
	Iteration 6Q: 3 clusters Score -2951998 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2952750.500000 Penalty: 3359.047119
	Iteration 7Q: 3 clusters Score -2952750 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2953765.000000 Penalty: 3359.047119
	Iteration 8F: 3 clusters Score -2953765 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2954862.500000 Penalty: 3359.047119
	Iteration 9F: 3 clusters Score -2954862 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2955814.250000 Penalty: 3359.047119
	Iteration 10F: 3 clusters Score -2955814 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2956651.250000 Penalty: 3359.047119
	Iteration 11Q: 3 clusters Score -2956651 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2957378.750000 Penalty: 3359.047119
	Iteration 12Q: 3 clusters Score -2957379 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2957910.500000 Penalty: 3359.047119
	Iteration 13Q: 3 clusters Score -2957910 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2958308.250000 Penalty: 3359.047119
	Iteration 14Q: 3 clusters Score -2958308 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2958627.250000 Penalty: 3359.047119
	Iteration 15Q: 3 clusters Score -2958627 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2958906.500000 Penalty: 3359.047119
	Iteration 16Q: 3 clusters Score -2958906 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2959131.250000 Penalty: 3359.047119
	Iteration 17Q: 3 clusters Score -2959131 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2959304.750000 Penalty: 3359.047119
	Iteration 18Q: 3 clusters Score -2959305 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2959485.000000 Penalty: 3359.047119
	Iteration 19Q: 3 clusters Score -2959485 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2959660.750000 Penalty: 3359.047119
	Iteration 20F: 3 clusters Score -2959661 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2959838.250000 Penalty: 3359.047119
	Iteration 21Q: 3 clusters Score -2959838 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2960004.750000 Penalty: 3359.047119
	Iteration 22Q: 3 clusters Score -2960005 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2960186.750000 Penalty: 3359.047119
	Iteration 23Q: 3 clusters Score -2960187 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2960311.500000 Penalty: 3359.047119
	Iteration 24Q: 3 clusters Score -2960312 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2960434.750000 Penalty: 3359.047119
	Iteration 25Q: 3 clusters Score -2960435 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2960529.250000 Penalty: 3359.047119
	Iteration 26Q: 3 clusters Score -2960529 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2960642.750000 Penalty: 3359.047119
	Iteration 27Q: 3 clusters Score -2960643 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2960743.250000 Penalty: 3359.047119
	Iteration 28Q: 3 clusters Score -2960743 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2960823.500000 Penalty: 3359.047119
	Iteration 29Q: 3 clusters Score -2960824 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2960875.750000 Penalty: 3359.047119
	Iteration 30Q: 3 clusters Score -2960876 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2960931.250000 Penalty: 3359.047119
	Iteration 31Q: 3 clusters Score -2960931 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2960971.250000 Penalty: 3359.047119
	Iteration 32Q: 3 clusters Score -2960971 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2960995.500000 Penalty: 3359.047119
	Iteration 33Q: 3 clusters Score -2960996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2961014.500000 Penalty: 3359.047119
	Iteration 34Q: 3 clusters Score -2961014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2961031.000000 Penalty: 3359.047119
	Iteration 35Q: 3 clusters Score -2961031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2961046.750000 Penalty: 3359.047119
	Iteration 36Q: 3 clusters Score -2961047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2961063.000000 Penalty: 3359.047119
	Iteration 37Q: 3 clusters Score -2961063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2961066.750000 Penalty: 3359.047119
	Iteration 38Q: 3 clusters Score -2961067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2961081.500000 Penalty: 3359.047119
	Iteration 39Q: 3 clusters Score -2961082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2961094.500000 Penalty: 3359.047119
	Iteration 40F: 3 clusters Score -2961094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2961097.500000 Penalty: 3359.047119
	Iteration 41Q: 3 clusters Score -2961098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2961114.000000 Penalty: 3359.047119
	Iteration 42Q: 3 clusters Score -2961114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2961120.500000 Penalty: 3359.047119
	Iteration 43Q: 3 clusters Score -2961120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2961135.750000 Penalty: 3359.047119
	Iteration 44Q: 3 clusters Score -2961136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2961131.750000 Penalty: 3359.047119
	Iteration 45Q: 3 clusters Score -2961132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2961144.000000 Penalty: 3359.047119
	Iteration 46Q: 3 clusters Score -2961144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2961144.750000 Penalty: 3359.047119
	Iteration 47Q: 3 clusters Score -2961145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2961156.500000 Penalty: 3359.047119
	Iteration 48Q: 3 clusters Score -2961156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2961164.250000 Penalty: 3359.047119
	Iteration 49Q: 3 clusters Score -2961164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2961166.000000 Penalty: 3359.047119
	Iteration 50Q: 3 clusters Score -2961166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2961172.250000 Penalty: 3359.047119
	Iteration 51Q: 3 clusters Score -2961172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2961176.000000 Penalty: 3359.047119
	Iteration 52Q: 3 clusters Score -2961176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2961174.500000 Penalty: 3359.047119
	Iteration 53Q: 3 clusters Score -2961174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2961182.750000 Penalty: 3359.047119
	Iteration 54Q: 3 clusters Score -2961183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2961188.000000 Penalty: 3359.047119
	Iteration 55Q: 3 clusters Score -2961188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2961188.250000 Penalty: 3359.047119
	Iteration 56Q: 3 clusters Score -2961188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2961203.750000 Penalty: 3359.047119
	Iteration 57Q: 3 clusters Score -2961204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2961200.750000 Penalty: 3359.047119
	Iteration 58Q: 3 clusters Score -2961201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2961208.250000 Penalty: 3359.047119
	Iteration 59Q: 3 clusters Score -2961208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2961214.500000 Penalty: 3359.047119
	Iteration 60F: 3 clusters Score -2961214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2961221.250000 Penalty: 3359.047119
	Iteration 61Q: 3 clusters Score -2961221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2961220.750000 Penalty: 3359.047119
	Iteration 62Q: 3 clusters Score -2961221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2961216.750000 Penalty: 3359.047119
	Iteration 63Q: 3 clusters Score -2961217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2961222.000000 Penalty: 3359.047119
	Iteration 64Q: 3 clusters Score -2961222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2961221.500000 Penalty: 3359.047119
	Iteration 65Q: 3 clusters Score -2961222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2961223.250000 Penalty: 3359.047119
	Iteration 66Q: 3 clusters Score -2961223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2961222.750000 Penalty: 3359.047119
	Iteration 67Q: 3 clusters Score -2961223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2961225.750000 Penalty: 3359.047119
	Iteration 68Q: 3 clusters Score -2961226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2961240.750000 Penalty: 3359.047119
	Iteration 69Q: 3 clusters Score -2961241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2961248.500000 Penalty: 3359.047119
	Iteration 70Q: 3 clusters Score -2961248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2961255.000000 Penalty: 3359.047119
	Iteration 71Q: 3 clusters Score -2961255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2961259.750000 Penalty: 3359.047119
	Iteration 72Q: 3 clusters Score -2961260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2961261.750000 Penalty: 3359.047119
	Iteration 73Q: 3 clusters Score -2961262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2961261.750000 Penalty: 3359.047119
	Iteration 74Q: 3 clusters Score -2961262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2961266.250000 Penalty: 3359.047119
	Iteration 75Q: 3 clusters Score -2961266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2961267.750000 Penalty: 3359.047119
	Iteration 76Q: 3 clusters Score -2961268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2961266.750000 Penalty: 3359.047119
	Iteration 77Q: 3 clusters Score -2961267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2961264.000000 Penalty: 3359.047119
	Iteration 78Q: 3 clusters Score -2961264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2961267.750000 Penalty: 3359.047119
	Iteration 79Q: 3 clusters Score -2961268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2961269.000000 Penalty: 3359.047119
	Iteration 80F: 3 clusters Score -2961269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2961268.500000 Penalty: 3359.047119
	Iteration 81Q: 3 clusters Score -2961268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2961270.250000 Penalty: 3359.047119
	Iteration 82Q: 3 clusters Score -2961270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2961268.500000 Penalty: 3359.047119
	Iteration 83Q: 3 clusters Score -2961268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2961270.750000 Penalty: 3359.047119
	Iteration 84Q: 3 clusters Score -2961271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2961277.500000 Penalty: 3359.047119
	Iteration 85Q: 3 clusters Score -2961278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2961273.250000 Penalty: 3359.047119
	Iteration 86Q: 3 clusters Score -2961273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2961274.000000 Penalty: 3359.047119
	Iteration 87Q: 3 clusters Score -2961274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2961274.000000 Penalty: 3359.047119
	Iteration 88F: 3 clusters Score -2961274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36775 members 
Mstep: Class 9 contains 17224 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 10207 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 42215 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 967 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 1384 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 46222 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 30808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758848.000000 Penalty: 90129.382812
Iteration 79Q: 43 clusters Score -4.975885e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 13354 members 
Mstep: Class 3 contains 38305 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 34707 members 
Mstep: Class 6 contains 43154 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 36430 members 
Mstep: Class 9 contains 17698 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 6415 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 42171 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 24191 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 7983 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 10240 members 
Mstep: Class 24 contains 13445 members 
Mstep: Class 25 contains 1394 members 
Mstep: Class 26 contains 42126 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 5458 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 1356 members 
Mstep: Class 32 contains 2185 members 
Mstep: Class 33 contains 46122 members 
Mstep: Class 34 contains 733 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 30823 members 
Mstep: Class 37 contains 20445 members 
Mstep: Class 38 contains 651 members 
Mstep: Class 39 contains 30368 members 
Mstep: Class 40 contains 2706 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49761832.000000 Penalty: 90129.382812
Iteration 80F: 43 clusters Score -4.976183e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13287 members 
Mstep: Class 3 contains 38326 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 34438 members 
Mstep: Class 6 contains 43106 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 34764 members 
Mstep: Class 9 contains 18243 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 19716 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 14 contains 6406 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 42061 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 24683 members 
Mstep: Class 19 contains 2048 members 
Mstep: Class 20 contains 7871 members 
Mstep: Class 21 contains 5906 members 
Mstep: Class 22 contains 4847 members 
Mstep: Class 23 contains 10145 members 
Mstep: Class 24 contains 13419 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 41856 members 
Mstep: Class 27 contains 3216 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 5467 members 
Mstep: Class 30 contains 1026 members 
Mstep: Class 31 contains 1334 members 
Mstep: Class 32 contains 2143 members 
Mstep: Class 33 contains 45930 members 
Mstep: Class 34 contains 738 members 
Mstep: Class 35 contains 1928 members 
Mstep: Class 36 contains 30840 members 
Mstep: Class 37 contains 21418 members 
Mstep: Class 38 contains 745 members 
Mstep: Class 39 contains 31081 members 
Mstep: Class 40 contains 2778 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49764444.000000 Penalty: 90129.382812
Iteration 81Q: 43 clusters Score -4.976444e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13231 members 
Mstep: Class 3 contains 38351 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 34398 members 
Mstep: Class 6 contains 43003 members 
Mstep: Class 7 contains 1105 members 
Mstep: Class 8 contains 33748 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 11 contains 19669 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 5013 members 
Mstep: Class 14 contains 6402 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 41978 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 24996 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 21 contains 5914 members 
Mstep: Class 22 contains 4848 members 
Mstep: Class 23 contains 10030 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 1430 members 
Mstep: Class 26 contains 41635 members 
Mstep: Class 27 contains 3245 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 5479 members 
Mstep: Class 30 contains 1066 members 
Mstep: Class 31 contains 1313 members 
Mstep: Class 32 contains 2124 members 
Mstep: Class 33 contains 45776 members 
Mstep: Class 34 contains 735 members 
Mstep: Class 35 contains 1927 members 
Mstep: Class 36 contains 30846 members 
Mstep: Class 37 contains 21836 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 31647 members 
Mstep: Class 40 contains 2813 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765696.000000 Penalty: 90129.382812
Iteration 82Q: 43 clusters Score -4.97657e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 13187 members 
Mstep: Class 3 contains 38360 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 34342 members 
Mstep: Class 6 contains 42867 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 33140 members 
Mstep: Class 9 contains 19330 members 
Mstep: Class 10 contains 5201 members 
Mstep: Class 11 contains 19620 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 4952 members 
Mstep: Class 14 contains 6396 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 41869 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 25183 members 
Mstep: Class 19 contains 2008 members 
Mstep: Class 20 contains 7625 members 
Mstep: Class 21 contains 5917 members 
Mstep: Class 22 contains 4851 members 
Mstep: Class 23 contains 9896 members 
Mstep: Class 24 contains 13335 members 
Mstep: Class 25 contains 1429 members 
Mstep: Class 26 contains 41504 members 
Mstep: Class 27 contains 3272 members 
Mstep: Class 28 contains 1271 members 
Mstep: Class 29 contains 5486 members 
Mstep: Class 30 contains 1092 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 2094 members 
Mstep: Class 33 contains 45632 members 
Mstep: Class 34 contains 733 members 
Mstep: Class 35 contains 1935 members 
Mstep: Class 36 contains 30838 members 
Mstep: Class 37 contains 22099 members 
Mstep: Class 38 contains 865 members 
Mstep: Class 39 contains 32174 members 
Mstep: Class 40 contains 2848 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766176.000000 Penalty: 90129.382812
Iteration 83Q: 43 clusters Score -4.976618e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 13143 members 
Mstep: Class 3 contains 38347 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 34265 members 
Mstep: Class 6 contains 42725 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 32784 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 5204 members 
Mstep: Class 11 contains 19583 members 
Mstep: Class 12 contains 5104 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 6391 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 41764 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 25309 members 
Mstep: Class 19 contains 1988 members 
Mstep: Class 20 contains 7524 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 4858 members 
Mstep: Class 23 contains 9755 members 
Mstep: Class 24 contains 13301 members 
Mstep: Class 25 contains 1436 members 
Mstep: Class 26 contains 41364 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 1315 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 1118 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 2072 members 
Mstep: Class 33 contains 45526 members 
Mstep: Class 34 contains 732 members 
Mstep: Class 35 contains 1939 members 
Mstep: Class 36 contains 30825 members 
Mstep: Class 37 contains 22249 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 32600 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766544.000000 Penalty: 90129.382812
Iteration 84Q: 43 clusters Score -4.976654e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 13110 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 34178 members 
Mstep: Class 6 contains 42588 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 32488 members 
Mstep: Class 9 contains 20330 members 
Mstep: Class 10 contains 5212 members 
Mstep: Class 11 contains 19546 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 13 contains 4847 members 
Mstep: Class 14 contains 6385 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 41667 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 25383 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 7441 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 4858 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 13263 members 
Mstep: Class 25 contains 1439 members 
Mstep: Class 26 contains 41332 members 
Mstep: Class 27 contains 3334 members 
Mstep: Class 28 contains 1357 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 1145 members 
Mstep: Class 31 contains 1257 members 
Mstep: Class 32 contains 2046 members 
Mstep: Class 33 contains 45476 members 
Mstep: Class 34 contains 731 members 
Mstep: Class 35 contains 1925 members 
Mstep: Class 36 contains 30824 members 
Mstep: Class 37 contains 22382 members 
Mstep: Class 38 contains 948 members 
Mstep: Class 39 contains 32937 members 
Mstep: Class 40 contains 2906 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767272.000000 Penalty: 90129.382812
Iteration 85Q: 43 clusters Score -4.976727e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 13081 members 
Mstep: Class 3 contains 38335 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 34143 members 
Mstep: Class 6 contains 42434 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 32245 members 
Mstep: Class 9 contains 20810 members 
Mstep: Class 10 contains 5219 members 
Mstep: Class 11 contains 19530 members 
Mstep: Class 12 contains 5062 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 6369 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 41564 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 25424 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 7354 members 
Mstep: Class 21 contains 5934 members 
Mstep: Class 22 contains 4858 members 
Mstep: Class 23 contains 9435 members 
Mstep: Class 24 contains 13201 members 
Mstep: Class 25 contains 1427 members 
Mstep: Class 26 contains 41339 members 
Mstep: Class 27 contains 3355 members 
Mstep: Class 28 contains 1399 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 1168 members 
Mstep: Class 31 contains 1243 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 45402 members 
Mstep: Class 34 contains 731 members 
Mstep: Class 35 contains 1912 members 
Mstep: Class 36 contains 30821 members 
Mstep: Class 37 contains 22456 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 33235 members 
Mstep: Class 40 contains 2942 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767520.000000 Penalty: 90129.382812
Iteration 86Q: 43 clusters Score -4.976752e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 13055 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 34127 members 
Mstep: Class 6 contains 42301 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 32017 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 5211 members 
Mstep: Class 11 contains 19499 members 
Mstep: Class 12 contains 5053 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 6357 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 41478 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 25445 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 4859 members 
Mstep: Class 23 contains 9321 members 
Mstep: Class 24 contains 13174 members 
Mstep: Class 25 contains 1429 members 
Mstep: Class 26 contains 41298 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 1429 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 1180 members 
Mstep: Class 31 contains 1237 members 
Mstep: Class 32 contains 2004 members 
Mstep: Class 33 contains 45381 members 
Mstep: Class 34 contains 730 members 
Mstep: Class 35 contains 1900 members 
Mstep: Class 36 contains 30819 members 
Mstep: Class 37 contains 22479 members 
Mstep: Class 38 contains 1028 members 
Mstep: Class 39 contains 33505 members 
Mstep: Class 40 contains 2965 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767660.000000 Penalty: 90129.382812
Iteration 87Q: 43 clusters Score -4.976766e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13038 members 
Mstep: Class 3 contains 38331 members 
Mstep: Class 4 contains 4124 members 
Mstep: Class 5 contains 34133 members 
Mstep: Class 6 contains 42165 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 31826 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 5216 members 
Mstep: Class 11 contains 19468 members 
Mstep: Class 12 contains 5033 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 6352 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 41405 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 25460 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5956 members 
Mstep: Class 22 contains 4860 members 
Mstep: Class 23 contains 9216 members 
Mstep: Class 24 contains 13136 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 41264 members 
Mstep: Class 27 contains 3387 members 
Mstep: Class 28 contains 1462 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 1236 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 45390 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 1888 members 
Mstep: Class 36 contains 30809 members 
Mstep: Class 37 contains 22493 members 
Mstep: Class 38 contains 1059 members 
Mstep: Class 39 contains 33716 members 
Mstep: Class 40 contains 2989 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768036.000000 Penalty: 90129.382812
Iteration 88Q: 43 clusters Score -4.976804e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13025 members 
Mstep: Class 3 contains 38332 members 
Mstep: Class 4 contains 4130 members 
Mstep: Class 5 contains 34152 members 
Mstep: Class 6 contains 42054 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 31618 members 
Mstep: Class 9 contains 22004 members 
Mstep: Class 10 contains 5219 members 
Mstep: Class 11 contains 19435 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 6346 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 41342 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 25491 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 7202 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 4862 members 
Mstep: Class 23 contains 9100 members 
Mstep: Class 24 contains 13095 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 41274 members 
Mstep: Class 27 contains 3404 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 5494 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1256 members 
Mstep: Class 32 contains 2002 members 
Mstep: Class 33 contains 45376 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 1880 members 
Mstep: Class 36 contains 30809 members 
Mstep: Class 37 contains 22482 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 33878 members 
Mstep: Class 40 contains 3011 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768296.000000 Penalty: 90129.382812
Iteration 89Q: 43 clusters Score -4.97683e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13006 members 
Mstep: Class 3 contains 38329 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 34173 members 
Mstep: Class 6 contains 41948 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 31474 members 
Mstep: Class 9 contains 22350 members 
Mstep: Class 10 contains 5211 members 
Mstep: Class 11 contains 19417 members 
Mstep: Class 12 contains 5001 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 6337 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 41289 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 25505 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 7164 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 4865 members 
Mstep: Class 23 contains 8991 members 
Mstep: Class 24 contains 13048 members 
Mstep: Class 25 contains 1406 members 
Mstep: Class 26 contains 41266 members 
Mstep: Class 27 contains 3406 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 1201 members 
Mstep: Class 31 contains 1283 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 45390 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 1871 members 
Mstep: Class 36 contains 30794 members 
Mstep: Class 37 contains 22506 members 
Mstep: Class 38 contains 1097 members 
Mstep: Class 39 contains 33991 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768280.000000 Penalty: 90129.382812
Iteration 90Q: 43 clusters Score -4.976828e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12994 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 4136 members 
Mstep: Class 5 contains 34199 members 
Mstep: Class 6 contains 41856 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 31318 members 
Mstep: Class 9 contains 22637 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 19397 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 6323 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 25520 members 
Mstep: Class 19 contains 1951 members 
Mstep: Class 20 contains 7140 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 13003 members 
Mstep: Class 25 contains 1401 members 
Mstep: Class 26 contains 41259 members 
Mstep: Class 27 contains 3405 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 5485 members 
Mstep: Class 30 contains 1204 members 
Mstep: Class 31 contains 1307 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 45428 members 
Mstep: Class 34 contains 730 members 
Mstep: Class 35 contains 1860 members 
Mstep: Class 36 contains 30777 members 
Mstep: Class 37 contains 22520 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 34069 members 
Mstep: Class 40 contains 3048 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768312.000000 Penalty: 90129.382812
Iteration 91Q: 43 clusters Score -4.976831e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12987 members 
Mstep: Class 3 contains 38346 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 34207 members 
Mstep: Class 6 contains 41764 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 31179 members 
Mstep: Class 9 contains 22894 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 6315 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 41236 members 
Mstep: Class 17 contains 1548 members 
Mstep: Class 18 contains 25544 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 7117 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 8816 members 
Mstep: Class 24 contains 12960 members 
Mstep: Class 25 contains 1394 members 
Mstep: Class 26 contains 41267 members 
Mstep: Class 27 contains 3414 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 1206 members 
Mstep: Class 31 contains 1319 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 45450 members 
Mstep: Class 34 contains 731 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 30773 members 
Mstep: Class 37 contains 22530 members 
Mstep: Class 38 contains 1123 members 
Mstep: Class 39 contains 34139 members 
Mstep: Class 40 contains 3057 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768276.000000 Penalty: 90129.382812
Iteration 92Q: 43 clusters Score -4.976828e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12980 members 
Mstep: Class 3 contains 38349 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 34240 members 
Mstep: Class 6 contains 41692 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 31060 members 
Mstep: Class 9 contains 23131 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 19376 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 6308 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 25561 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 5995 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 8728 members 
Mstep: Class 24 contains 12929 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 41287 members 
Mstep: Class 27 contains 3418 members 
Mstep: Class 28 contains 1541 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 1213 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 45464 members 
Mstep: Class 34 contains 730 members 
Mstep: Class 35 contains 1847 members 
Mstep: Class 36 contains 30765 members 
Mstep: Class 37 contains 22532 members 
Mstep: Class 38 contains 1131 members 
Mstep: Class 39 contains 34187 members 
Mstep: Class 40 contains 3071 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768316.000000 Penalty: 90129.382812
Iteration 93Q: 43 clusters Score -4.976832e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12975 members 
Mstep: Class 3 contains 38357 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 34275 members 
Mstep: Class 6 contains 41636 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 30953 members 
Mstep: Class 9 contains 23325 members 
Mstep: Class 10 contains 5201 members 
Mstep: Class 11 contains 19363 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 6303 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 41185 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 25572 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 7058 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 8669 members 
Mstep: Class 24 contains 12903 members 
Mstep: Class 25 contains 1381 members 
Mstep: Class 26 contains 41321 members 
Mstep: Class 27 contains 3426 members 
Mstep: Class 28 contains 1550 members 
Mstep: Class 29 contains 5462 members 
Mstep: Class 30 contains 1216 members 
Mstep: Class 31 contains 1365 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 45484 members 
Mstep: Class 34 contains 730 members 
Mstep: Class 35 contains 1846 members 
Mstep: Class 36 contains 30753 members 
Mstep: Class 37 contains 22535 members 
Mstep: Class 38 contains 1140 members 
Mstep: Class 39 contains 34200 members 
Mstep: Class 40 contains 3082 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768440.000000 Penalty: 90129.382812
Iteration 94Q: 43 clusters Score -4.976844e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12973 members 
Mstep: Class 3 contains 38362 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 34322 members 
Mstep: Class 6 contains 41589 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30853 members 
Mstep: Class 9 contains 23486 members 
Mstep: Class 10 contains 5195 members 
Mstep: Class 11 contains 19345 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 6298 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 41168 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 5989 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 8619 members 
Mstep: Class 24 contains 12880 members 
Mstep: Class 25 contains 1371 members 
Mstep: Class 26 contains 41322 members 
Mstep: Class 27 contains 3428 members 
Mstep: Class 28 contains 1563 members 
Mstep: Class 29 contains 5455 members 
Mstep: Class 30 contains 1223 members 
Mstep: Class 31 contains 1376 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 45513 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 1845 members 
Mstep: Class 36 contains 30743 members 
Mstep: Class 37 contains 22543 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 34189 members 
Mstep: Class 40 contains 3094 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768520.000000 Penalty: 90129.382812
Iteration 95Q: 43 clusters Score -4.976852e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12970 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 34353 members 
Mstep: Class 6 contains 41560 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30782 members 
Mstep: Class 9 contains 23620 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 11 contains 19327 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 6289 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 41141 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 25612 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 7032 members 
Mstep: Class 21 contains 5992 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 8568 members 
Mstep: Class 24 contains 12862 members 
Mstep: Class 25 contains 1368 members 
Mstep: Class 26 contains 41369 members 
Mstep: Class 27 contains 3434 members 
Mstep: Class 28 contains 1574 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 1226 members 
Mstep: Class 31 contains 1386 members 
Mstep: Class 32 contains 2003 members 
Mstep: Class 33 contains 45500 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1852 members 
Mstep: Class 36 contains 30741 members 
Mstep: Class 37 contains 22546 members 
Mstep: Class 38 contains 1145 members 
Mstep: Class 39 contains 34188 members 
Mstep: Class 40 contains 3097 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768444.000000 Penalty: 90129.382812
Iteration 96Q: 43 clusters Score -4.976844e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 38354 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 34379 members 
Mstep: Class 6 contains 41509 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30729 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 4616 members 
Mstep: Class 14 contains 6280 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 41123 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 25633 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 8521 members 
Mstep: Class 24 contains 12845 members 
Mstep: Class 25 contains 1363 members 
Mstep: Class 26 contains 41421 members 
Mstep: Class 27 contains 3441 members 
Mstep: Class 28 contains 1581 members 
Mstep: Class 29 contains 5447 members 
Mstep: Class 30 contains 1228 members 
Mstep: Class 31 contains 1389 members 
Mstep: Class 32 contains 2007 members 
Mstep: Class 33 contains 45493 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1853 members 
Mstep: Class 36 contains 30733 members 
Mstep: Class 37 contains 22535 members 
Mstep: Class 38 contains 1148 members 
Mstep: Class 39 contains 34194 members 
Mstep: Class 40 contains 3098 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768440.000000 Penalty: 90129.382812
Iteration 97Q: 43 clusters Score -4.976844e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12962 members 
Mstep: Class 3 contains 38357 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 34399 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30671 members 
Mstep: Class 9 contains 23856 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 6270 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 41095 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 8467 members 
Mstep: Class 24 contains 12826 members 
Mstep: Class 25 contains 1357 members 
Mstep: Class 26 contains 41491 members 
Mstep: Class 27 contains 3445 members 
Mstep: Class 28 contains 1588 members 
Mstep: Class 29 contains 5439 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 1392 members 
Mstep: Class 32 contains 2010 members 
Mstep: Class 33 contains 45484 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 30731 members 
Mstep: Class 37 contains 22514 members 
Mstep: Class 38 contains 1147 members 
Mstep: Class 39 contains 34180 members 
Mstep: Class 40 contains 3101 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768476.000000 Penalty: 90129.382812
Iteration 98Q: 43 clusters Score -4.976848e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12959 members 
Mstep: Class 3 contains 38359 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 34430 members 
Mstep: Class 6 contains 41446 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30619 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 4957 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 41079 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 25710 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 7044 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 8407 members 
Mstep: Class 24 contains 12808 members 
Mstep: Class 25 contains 1354 members 
Mstep: Class 26 contains 41556 members 
Mstep: Class 27 contains 3446 members 
Mstep: Class 28 contains 1597 members 
Mstep: Class 29 contains 5431 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 2012 members 
Mstep: Class 33 contains 45483 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 30732 members 
Mstep: Class 37 contains 22482 members 
Mstep: Class 38 contains 1147 members 
Mstep: Class 39 contains 34172 members 
Mstep: Class 40 contains 3110 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768476.000000 Penalty: 90129.382812
Iteration 99Q: 43 clusters Score -4.976848e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12958 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 34465 members 
Mstep: Class 6 contains 41413 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30568 members 
Mstep: Class 9 contains 23981 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 11 contains 19322 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 6250 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 25737 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 7040 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 12797 members 
Mstep: Class 25 contains 1352 members 
Mstep: Class 26 contains 41637 members 
Mstep: Class 27 contains 3450 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 5423 members 
Mstep: Class 30 contains 1228 members 
Mstep: Class 31 contains 1412 members 
Mstep: Class 32 contains 2013 members 
Mstep: Class 33 contains 45488 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1860 members 
Mstep: Class 36 contains 30732 members 
Mstep: Class 37 contains 22468 members 
Mstep: Class 38 contains 1148 members 
Mstep: Class 39 contains 34156 members 
Mstep: Class 40 contains 3118 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768580.000000 Penalty: 90129.382812
Iteration 100F: 43 clusters Score -4.976858e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12958 members 
Mstep: Class 3 contains 38377 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 34506 members 
Mstep: Class 6 contains 41382 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30504 members 
Mstep: Class 9 contains 24039 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 11 contains 19316 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 41057 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25754 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 7031 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 8281 members 
Mstep: Class 24 contains 12780 members 
Mstep: Class 25 contains 1351 members 
Mstep: Class 26 contains 41748 members 
Mstep: Class 27 contains 3456 members 
Mstep: Class 28 contains 1634 members 
Mstep: Class 29 contains 5421 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 2003 members 
Mstep: Class 33 contains 45471 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1854 members 
Mstep: Class 36 contains 30730 members 
Mstep: Class 37 contains 22437 members 
Mstep: Class 38 contains 1165 members 
Mstep: Class 39 contains 34165 members 
Mstep: Class 40 contains 3121 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768812.000000 Penalty: 90129.382812
Iteration 101Q: 43 clusters Score -4.976881e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12955 members 
Mstep: Class 3 contains 38390 members 
Mstep: Class 4 contains 4165 members 
Mstep: Class 5 contains 34556 members 
Mstep: Class 6 contains 41346 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30436 members 
Mstep: Class 9 contains 24094 members 
Mstep: Class 10 contains 5191 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 6236 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 41044 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 7029 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 8208 members 
Mstep: Class 24 contains 12771 members 
Mstep: Class 25 contains 1351 members 
Mstep: Class 26 contains 41834 members 
Mstep: Class 27 contains 3456 members 
Mstep: Class 28 contains 1665 members 
Mstep: Class 29 contains 5415 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 1454 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 45472 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1846 members 
Mstep: Class 36 contains 30722 members 
Mstep: Class 37 contains 22405 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 34159 members 
Mstep: Class 40 contains 3131 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768996.000000 Penalty: 90129.382812
Iteration 102Q: 43 clusters Score -4.9769e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 12949 members 
Mstep: Class 3 contains 38399 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 34608 members 
Mstep: Class 6 contains 41314 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30406 members 
Mstep: Class 9 contains 24179 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 11 contains 19298 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 4508 members 
Mstep: Class 14 contains 6233 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 41024 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25787 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 8139 members 
Mstep: Class 24 contains 12769 members 
Mstep: Class 25 contains 1353 members 
Mstep: Class 26 contains 41911 members 
Mstep: Class 27 contains 3463 members 
Mstep: Class 28 contains 1711 members 
Mstep: Class 29 contains 5402 members 
Mstep: Class 30 contains 1237 members 
Mstep: Class 31 contains 1464 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 45463 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1834 members 
Mstep: Class 36 contains 30715 members 
Mstep: Class 37 contains 22362 members 
Mstep: Class 38 contains 1197 members 
Mstep: Class 39 contains 34144 members 
Mstep: Class 40 contains 3136 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769056.000000 Penalty: 90129.382812
Iteration 103Q: 43 clusters Score -4.976906e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12944 members 
Mstep: Class 3 contains 38407 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 34644 members 
Mstep: Class 6 contains 41307 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30367 members 
Mstep: Class 9 contains 24216 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 4490 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 16 contains 40994 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 25815 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 6004 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 12778 members 
Mstep: Class 25 contains 1352 members 
Mstep: Class 26 contains 42003 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 1753 members 
Mstep: Class 29 contains 5384 members 
Mstep: Class 30 contains 1237 members 
Mstep: Class 31 contains 1475 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 45429 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1836 members 
Mstep: Class 36 contains 30715 members 
Mstep: Class 37 contains 22312 members 
Mstep: Class 38 contains 1215 members 
Mstep: Class 39 contains 34136 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 1391 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769076.000000 Penalty: 90129.382812
Iteration 104Q: 43 clusters Score -4.976908e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12945 members 
Mstep: Class 3 contains 38411 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 34683 members 
Mstep: Class 6 contains 41288 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30332 members 
Mstep: Class 9 contains 24249 members 
Mstep: Class 10 contains 5199 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 4930 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 40965 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 25839 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 6002 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 8027 members 
Mstep: Class 24 contains 12767 members 
Mstep: Class 25 contains 1349 members 
Mstep: Class 26 contains 42087 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 1782 members 
Mstep: Class 29 contains 5374 members 
Mstep: Class 30 contains 1238 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 45416 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1836 members 
Mstep: Class 36 contains 30708 members 
Mstep: Class 37 contains 22270 members 
Mstep: Class 38 contains 1227 members 
Mstep: Class 39 contains 34122 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768968.000000 Penalty: 90129.382812
Iteration 105Q: 43 clusters Score -4.976897e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12936 members 
Mstep: Class 3 contains 38426 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 34703 members 
Mstep: Class 6 contains 41270 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30310 members 
Mstep: Class 9 contains 24282 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 13 contains 4484 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 40936 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 25851 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 7027 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 7966 members 
Mstep: Class 24 contains 12760 members 
Mstep: Class 25 contains 1344 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 1812 members 
Mstep: Class 29 contains 5348 members 
Mstep: Class 30 contains 1241 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 45438 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1830 members 
Mstep: Class 36 contains 30709 members 
Mstep: Class 37 contains 22235 members 
Mstep: Class 38 contains 1253 members 
Mstep: Class 39 contains 34119 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768848.000000 Penalty: 90129.382812
Iteration 106Q: 43 clusters Score -4.976885e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12933 members 
Mstep: Class 3 contains 38432 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 34725 members 
Mstep: Class 6 contains 41242 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30306 members 
Mstep: Class 9 contains 24296 members 
Mstep: Class 10 contains 5210 members 
Mstep: Class 11 contains 19259 members 
Mstep: Class 12 contains 4912 members 
Mstep: Class 13 contains 4496 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 40916 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25869 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 7029 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 7905 members 
Mstep: Class 24 contains 12743 members 
Mstep: Class 25 contains 1342 members 
Mstep: Class 26 contains 42229 members 
Mstep: Class 27 contains 3470 members 
Mstep: Class 28 contains 1830 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 1241 members 
Mstep: Class 31 contains 1485 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 45449 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1831 members 
Mstep: Class 36 contains 30710 members 
Mstep: Class 37 contains 22206 members 
Mstep: Class 38 contains 1274 members 
Mstep: Class 39 contains 34111 members 
Mstep: Class 40 contains 3164 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768860.000000 Penalty: 90129.382812
Iteration 107Q: 43 clusters Score -4.976886e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12927 members 
Mstep: Class 3 contains 38440 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 34752 members 
Mstep: Class 6 contains 41212 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30275 members 
Mstep: Class 9 contains 24338 members 
Mstep: Class 10 contains 5213 members 
Mstep: Class 11 contains 19262 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 6212 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 40875 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 25893 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 7031 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 7837 members 
Mstep: Class 24 contains 12730 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 42305 members 
Mstep: Class 27 contains 3477 members 
Mstep: Class 28 contains 1845 members 
Mstep: Class 29 contains 5301 members 
Mstep: Class 30 contains 1241 members 
Mstep: Class 31 contains 1490 members 
Mstep: Class 32 contains 1963 members 
Mstep: Class 33 contains 45463 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1831 members 
Mstep: Class 36 contains 30709 members 
Mstep: Class 37 contains 22175 members 
Mstep: Class 38 contains 1297 members 
Mstep: Class 39 contains 34104 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 1386 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768776.000000 Penalty: 90129.382812
Iteration 108Q: 43 clusters Score -4.976878e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12921 members 
Mstep: Class 3 contains 38444 members 
Mstep: Class 4 contains 4199 members 
Mstep: Class 5 contains 34777 members 
Mstep: Class 6 contains 41179 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30265 members 
Mstep: Class 9 contains 24371 members 
Mstep: Class 10 contains 5224 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 4898 members 
Mstep: Class 13 contains 4528 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 25905 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 12725 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 42385 members 
Mstep: Class 27 contains 3486 members 
Mstep: Class 28 contains 1854 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 1243 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 1949 members 
Mstep: Class 33 contains 45465 members 
Mstep: Class 34 contains 726 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 30705 members 
Mstep: Class 37 contains 22139 members 
Mstep: Class 38 contains 1316 members 
Mstep: Class 39 contains 34108 members 
Mstep: Class 40 contains 3177 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768616.000000 Penalty: 90129.382812
Iteration 109Q: 43 clusters Score -4.976862e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12917 members 
Mstep: Class 3 contains 38453 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 5 contains 34805 members 
Mstep: Class 6 contains 41150 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30235 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 4889 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40819 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 25919 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 7052 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 7691 members 
Mstep: Class 24 contains 12710 members 
Mstep: Class 25 contains 1337 members 
Mstep: Class 26 contains 42456 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 1859 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1502 members 
Mstep: Class 32 contains 1941 members 
Mstep: Class 33 contains 45473 members 
Mstep: Class 34 contains 726 members 
Mstep: Class 35 contains 1836 members 
Mstep: Class 36 contains 30700 members 
Mstep: Class 37 contains 22099 members 
Mstep: Class 38 contains 1332 members 
Mstep: Class 39 contains 34109 members 
Mstep: Class 40 contains 3186 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768664.000000 Penalty: 90129.382812
Iteration 110Q: 43 clusters Score -4.976866e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12908 members 
Mstep: Class 3 contains 38466 members 
Mstep: Class 4 contains 4211 members 
Mstep: Class 5 contains 34819 members 
Mstep: Class 6 contains 41116 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30217 members 
Mstep: Class 9 contains 24462 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40801 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 25930 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 7063 members 
Mstep: Class 21 contains 6009 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 7609 members 
Mstep: Class 24 contains 12694 members 
Mstep: Class 25 contains 1334 members 
Mstep: Class 26 contains 42518 members 
Mstep: Class 27 contains 3500 members 
Mstep: Class 28 contains 1866 members 
Mstep: Class 29 contains 5245 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 1505 members 
Mstep: Class 32 contains 1940 members 
Mstep: Class 33 contains 45481 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 1839 members 
Mstep: Class 36 contains 30694 members 
Mstep: Class 37 contains 22078 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 34111 members 
Mstep: Class 40 contains 3190 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768624.000000 Penalty: 90129.382812
Iteration 111Q: 43 clusters Score -4.976862e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12904 members 
Mstep: Class 3 contains 38478 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 34840 members 
Mstep: Class 6 contains 41090 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 30196 members 
Mstep: Class 9 contains 24489 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 11 contains 19260 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 40780 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 7064 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 12677 members 
Mstep: Class 25 contains 1334 members 
Mstep: Class 26 contains 42579 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 1870 members 
Mstep: Class 29 contains 5229 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 1510 members 
Mstep: Class 32 contains 1942 members 
Mstep: Class 33 contains 45494 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 1840 members 
Mstep: Class 36 contains 30690 members 
Mstep: Class 37 contains 22058 members 
Mstep: Class 38 contains 1358 members 
Mstep: Class 39 contains 34113 members 
Mstep: Class 40 contains 3192 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768648.000000 Penalty: 90129.382812
Iteration 112Q: 43 clusters Score -4.976865e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12893 members 
Mstep: Class 3 contains 38483 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 34852 members 
Mstep: Class 6 contains 41067 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30184 members 
Mstep: Class 9 contains 24506 members 
Mstep: Class 10 contains 5259 members 
Mstep: Class 11 contains 19271 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 40759 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 25951 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 7077 members 
Mstep: Class 21 contains 6010 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 7467 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 42630 members 
Mstep: Class 27 contains 3508 members 
Mstep: Class 28 contains 1873 members 
Mstep: Class 29 contains 5220 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 1515 members 
Mstep: Class 32 contains 1941 members 
Mstep: Class 33 contains 45509 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 1839 members 
Mstep: Class 36 contains 30686 members 
Mstep: Class 37 contains 22043 members 
Mstep: Class 38 contains 1369 members 
Mstep: Class 39 contains 34116 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768828.000000 Penalty: 90129.382812
Iteration 113Q: 43 clusters Score -4.976883e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12888 members 
Mstep: Class 3 contains 38487 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 34849 members 
Mstep: Class 6 contains 41051 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30172 members 
Mstep: Class 9 contains 24534 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 4570 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25968 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 7093 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 42694 members 
Mstep: Class 27 contains 3516 members 
Mstep: Class 28 contains 1874 members 
Mstep: Class 29 contains 5210 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 1515 members 
Mstep: Class 32 contains 1943 members 
Mstep: Class 33 contains 45509 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 1840 members 
Mstep: Class 36 contains 30683 members 
Mstep: Class 37 contains 22029 members 
Mstep: Class 38 contains 1374 members 
Mstep: Class 39 contains 34118 members 
Mstep: Class 40 contains 3198 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768984.000000 Penalty: 90129.382812
Iteration 114Q: 43 clusters Score -4.976898e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 12881 members 
Mstep: Class 3 contains 38495 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 34858 members 
Mstep: Class 6 contains 41031 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 30164 members 
Mstep: Class 9 contains 24541 members 
Mstep: Class 10 contains 5275 members 
Mstep: Class 11 contains 19290 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 4576 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40703 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25984 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 7330 members 
Mstep: Class 24 contains 12624 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 42768 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 1874 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 1518 members 
Mstep: Class 32 contains 1941 members 
Mstep: Class 33 contains 45512 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 1838 members 
Mstep: Class 36 contains 30682 members 
Mstep: Class 37 contains 22015 members 
Mstep: Class 38 contains 1378 members 
Mstep: Class 39 contains 34107 members 
Mstep: Class 40 contains 3200 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768964.000000 Penalty: 90129.382812
Iteration 115Q: 43 clusters Score -4.976896e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 38500 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 34871 members 
Mstep: Class 6 contains 41021 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 30153 members 
Mstep: Class 9 contains 24555 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 19302 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 4581 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 40682 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 7111 members 
Mstep: Class 21 contains 6009 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 7270 members 
Mstep: Class 24 contains 12608 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 42805 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 1878 members 
Mstep: Class 29 contains 5197 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1520 members 
Mstep: Class 32 contains 1942 members 
Mstep: Class 33 contains 45533 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30675 members 
Mstep: Class 37 contains 22011 members 
Mstep: Class 38 contains 1380 members 
Mstep: Class 39 contains 34093 members 
Mstep: Class 40 contains 3203 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768972.000000 Penalty: 90129.382812
Iteration 116Q: 43 clusters Score -4.976897e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 38514 members 
Mstep: Class 4 contains 4253 members 
Mstep: Class 5 contains 34882 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 30136 members 
Mstep: Class 9 contains 24547 members 
Mstep: Class 10 contains 5291 members 
Mstep: Class 11 contains 19305 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 4579 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 40675 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 7113 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 7220 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 42833 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 1882 members 
Mstep: Class 29 contains 5188 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 1944 members 
Mstep: Class 33 contains 45565 members 
Mstep: Class 34 contains 722 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30672 members 
Mstep: Class 37 contains 21999 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 34084 members 
Mstep: Class 40 contains 3203 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768988.000000 Penalty: 90129.382812
Iteration 117Q: 43 clusters Score -4.976899e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 38526 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 5 contains 34901 members 
Mstep: Class 6 contains 41012 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 30117 members 
Mstep: Class 9 contains 24522 members 
Mstep: Class 10 contains 5296 members 
Mstep: Class 11 contains 19307 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 40667 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26014 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 7106 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 42873 members 
Mstep: Class 27 contains 3535 members 
Mstep: Class 28 contains 1885 members 
Mstep: Class 29 contains 5179 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 1946 members 
Mstep: Class 33 contains 45585 members 
Mstep: Class 34 contains 721 members 
Mstep: Class 35 contains 1836 members 
Mstep: Class 36 contains 30667 members 
Mstep: Class 37 contains 21983 members 
Mstep: Class 38 contains 1387 members 
Mstep: Class 39 contains 34074 members 
Mstep: Class 40 contains 3205 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768868.000000 Penalty: 90129.382812
Iteration 118Q: 43 clusters Score -4.976887e+07 nChanged 526
Entering ConstructFrom: 
Score: -49768868.000000 Penalty: 90129.382812
Entering ConstructFrom: 
Trying to split cluster 1 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -376584.125000 Penalty: 1348.107666
	Iteration 0F: 2 clusters Score -376584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -373175.062500 Penalty: 2696.215332
	Iteration 0F: 3 clusters Score -373175.1 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -374208.343750 Penalty: 2696.215332
	Iteration 1F: 3 clusters Score -374208.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -374433.125000 Penalty: 2696.215332
	Iteration 2F: 3 clusters Score -374433.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -374591.375000 Penalty: 2696.215332
	Iteration 3F: 3 clusters Score -374591.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -374717.031250 Penalty: 2696.215332
	Iteration 4Q: 3 clusters Score -374717 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -374819.062500 Penalty: 2696.215332
	Iteration 5Q: 3 clusters Score -374819.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -374935.531250 Penalty: 2696.215332
	Iteration 6Q: 3 clusters Score -374935.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -375049.468750 Penalty: 2696.215332
	Iteration 7Q: 3 clusters Score -375049.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -375156.218750 Penalty: 2696.215332
	Iteration 8Q: 3 clusters Score -375156.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -375253.156250 Penalty: 2696.215332
	Iteration 9Q: 3 clusters Score -375253.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -375341.187500 Penalty: 2696.215332
	Iteration 10Q: 3 clusters Score -375341.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -375412.406250 Penalty: 2696.215332
	Iteration 11Q: 3 clusters Score -375412.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -375462.781250 Penalty: 2696.215332
	Iteration 12Q: 3 clusters Score -375462.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -375510.562500 Penalty: 2696.215332
	Iteration 13Q: 3 clusters Score -375510.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -375553.312500 Penalty: 2696.215332
	Iteration 14Q: 3 clusters Score -375553.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -375581.000000 Penalty: 2696.215332
	Iteration 15Q: 3 clusters Score -375581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -375599.468750 Penalty: 2696.215332
	Iteration 16Q: 3 clusters Score -375599.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -375617.812500 Penalty: 2696.215332
	Iteration 17Q: 3 clusters Score -375617.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -375631.500000 Penalty: 2696.215332
	Iteration 18Q: 3 clusters Score -375631.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -375637.281250 Penalty: 2696.215332
	Iteration 19Q: 3 clusters Score -375637.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -375640.531250 Penalty: 2696.215332
	Iteration 20F: 3 clusters Score -375640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -375642.968750 Penalty: 2696.215332
	Iteration 21Q: 3 clusters Score -375643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -375644.000000 Penalty: 2696.215332
	Iteration 22Q: 3 clusters Score -375644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -375646.281250 Penalty: 2696.215332
	Iteration 23Q: 3 clusters Score -375646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -375646.281250 Penalty: 2696.215332
	Iteration 24F: 3 clusters Score -375646.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Entering Unmasked Estep 
Score: -1207035.875000 Penalty: 1537.719238
	Iteration 0F: 2 clusters Score -1207036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1197934.875000 Penalty: 3075.438477
	Iteration 0F: 3 clusters Score -1197935 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1201076.125000 Penalty: 3075.438477
	Iteration 1F: 3 clusters Score -1201076 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1201505.875000 Penalty: 3075.438477
	Iteration 2F: 3 clusters Score -1201506 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1202070.250000 Penalty: 3075.438477
	Iteration 3F: 3 clusters Score -1202070 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1202720.375000 Penalty: 3075.438477
	Iteration 4F: 3 clusters Score -1202720 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1203344.875000 Penalty: 3075.438477
	Iteration 5F: 3 clusters Score -1203345 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1203967.500000 Penalty: 3075.438477
	Iteration 6F: 3 clusters Score -1203968 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1204487.750000 Penalty: 3075.438477
	Iteration 7F: 3 clusters Score -1204488 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1204858.125000 Penalty: 3075.438477
	Iteration 8F: 3 clusters Score -1204858 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1205135.000000 Penalty: 3075.438477
	Iteration 9Q: 3 clusters Score -1205135 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1205351.000000 Penalty: 3075.438477
	Iteration 10Q: 3 clusters Score -1205351 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1205530.250000 Penalty: 3075.438477
	Iteration 11Q: 3 clusters Score -1205530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1205726.500000 Penalty: 3075.438477
	Iteration 12Q: 3 clusters Score -1205726 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1205906.750000 Penalty: 3075.438477
	Iteration 13Q: 3 clusters Score -1205907 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1206061.750000 Penalty: 3075.438477
	Iteration 14Q: 3 clusters Score -1206062 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1206171.250000 Penalty: 3075.438477
	Iteration 15Q: 3 clusters Score -1206171 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1206247.500000 Penalty: 3075.438477
	Iteration 16Q: 3 clusters Score -1206248 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1206318.625000 Penalty: 3075.438477
	Iteration 17Q: 3 clusters Score -1206319 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1206380.500000 Penalty: 3075.438477
	Iteration 18Q: 3 clusters Score -1206380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1206419.750000 Penalty: 3075.438477
	Iteration 19Q: 3 clusters Score -1206420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1206455.250000 Penalty: 3075.438477
	Iteration 20F: 3 clusters Score -1206455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1206482.750000 Penalty: 3075.438477
	Iteration 21Q: 3 clusters Score -1206483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1206517.000000 Penalty: 3075.438477
	Iteration 22Q: 3 clusters Score -1206517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1206543.000000 Penalty: 3075.438477
	Iteration 23Q: 3 clusters Score -1206543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1206563.875000 Penalty: 3075.438477
	Iteration 24Q: 3 clusters Score -1206564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1206586.250000 Penalty: 3075.438477
	Iteration 25Q: 3 clusters Score -1206586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1206606.000000 Penalty: 3075.438477
	Iteration 26Q: 3 clusters Score -1206606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1206639.000000 Penalty: 3075.438477
	Iteration 27Q: 3 clusters Score -1206639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1206665.875000 Penalty: 3075.438477
	Iteration 28Q: 3 clusters Score -1206666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1206687.125000 Penalty: 3075.438477
	Iteration 29Q: 3 clusters Score -1206687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1206705.000000 Penalty: 3075.438477
	Iteration 30Q: 3 clusters Score -1206705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1206718.875000 Penalty: 3075.438477
	Iteration 31Q: 3 clusters Score -1206719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1206722.500000 Penalty: 3075.438477
	Iteration 32Q: 3 clusters Score -1206722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1206723.500000 Penalty: 3075.438477
	Iteration 33Q: 3 clusters Score -1206724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1206723.125000 Penalty: 3075.438477
	Iteration 34Q: 3 clusters Score -1206723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1206726.625000 Penalty: 3075.438477
	Iteration 35Q: 3 clusters Score -1206727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1206728.500000 Penalty: 3075.438477
	Iteration 36Q: 3 clusters Score -1206728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1206728.375000 Penalty: 3075.438477
	Iteration 37Q: 3 clusters Score -1206728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1206729.125000 Penalty: 3075.438477
	Iteration 38Q: 3 clusters Score -1206729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1206729.125000 Penalty: 3075.438477
	Iteration 39F: 3 clusters Score -1206729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Entering Unmasked Estep 
Score: -3688468.000000 Penalty: 1715.860229
	Iteration 0F: 2 clusters Score -3688468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3663470.750000 Penalty: 3431.720459
	Iteration 0F: 3 clusters Score -3663471 nChanged 17813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3673643.500000 Penalty: 3431.720459
	Iteration 1F: 3 clusters Score -3673644 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3674439.000000 Penalty: 3431.720459
	Iteration 2F: 3 clusters Score -3674439 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3675411.500000 Penalty: 3431.720459
	Iteration 3F: 3 clusters Score -3675412 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3676684.500000 Penalty: 3431.720459
	Iteration 4F: 3 clusters Score -3676684 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3678066.750000 Penalty: 3431.720459
	Iteration 5F: 3 clusters Score -3678067 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3679470.500000 Penalty: 3431.720459
	Iteration 6F: 3 clusters Score -3679470 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3680636.000000 Penalty: 3431.720459
	Iteration 7F: 3 clusters Score -3680636 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3681374.000000 Penalty: 3431.720459
	Iteration 8Q: 3 clusters Score -3681374 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3681768.250000 Penalty: 3431.720459
	Iteration 9Q: 3 clusters Score -3681768 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3681915.500000 Penalty: 3431.720459
	Iteration 10Q: 3 clusters Score -3681916 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3681939.750000 Penalty: 3431.720459
	Iteration 11Q: 3 clusters Score -3681940 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3681967.500000 Penalty: 3431.720459
	Iteration 12Q: 3 clusters Score -3681968 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3681970.250000 Penalty: 3431.720459
	Iteration 13Q: 3 clusters Score -3681970 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3681978.500000 Penalty: 3431.720459
	Iteration 14Q: 3 clusters Score -3681978 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3681972.500000 Penalty: 3431.720459
	Iteration 15Q: 3 clusters Score -3681972 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3681992.000000 Penalty: 3431.720459
	Iteration 16Q: 3 clusters Score -3681992 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3682012.250000 Penalty: 3431.720459
	Iteration 17Q: 3 clusters Score -3682012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3682019.750000 Penalty: 3431.720459
	Iteration 18Q: 3 clusters Score -3682020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3682031.000000 Penalty: 3431.720459
	Iteration 19Q: 3 clusters Score -3682031 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3682030.000000 Penalty: 3431.720459
	Iteration 20F: 3 clusters Score -3682030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3682032.250000 Penalty: 3431.720459
	Iteration 21Q: 3 clusters Score -3682032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3682041.250000 Penalty: 3431.720459
	Iteration 22Q: 3 clusters Score -3682041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3682055.000000 Penalty: 3431.720459
	Iteration 23Q: 3 clusters Score -3682055 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3682067.250000 Penalty: 3431.720459
	Iteration 24Q: 3 clusters Score -3682067 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3682078.750000 Penalty: 3431.720459
	Iteration 25Q: 3 clusters Score -3682079 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3682108.500000 Penalty: 3431.720459
	Iteration 26Q: 3 clusters Score -3682108 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3682146.750000 Penalty: 3431.720459
	Iteration 27Q: 3 clusters Score -3682147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3682154.750000 Penalty: 3431.720459
	Iteration 28Q: 3 clusters Score -3682155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3682177.750000 Penalty: 3431.720459
	Iteration 29Q: 3 clusters Score -3682178 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3682196.000000 Penalty: 3431.720459
	Iteration 30Q: 3 clusters Score -3682196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3682205.000000 Penalty: 3431.720459
	Iteration 31Q: 3 clusters Score -3682205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3682221.500000 Penalty: 3431.720459
	Iteration 32Q: 3 clusters Score -3682222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3682227.500000 Penalty: 3431.720459
	Iteration 33Q: 3 clusters Score -3682228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3682234.750000 Penalty: 3431.720459
	Iteration 34Q: 3 clusters Score -3682235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3682237.750000 Penalty: 3431.720459
	Iteration 35Q: 3 clusters Score -3682238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3682241.250000 Penalty: 3431.720459
	Iteration 36Q: 3 clusters Score -3682241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3682260.500000 Penalty: 3431.720459
	Iteration 37Q: 3 clusters Score -3682260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3682259.500000 Penalty: 3431.720459
	Iteration 38Q: 3 clusters Score -3682260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3682258.250000 Penalty: 3431.720459
	Iteration 39Q: 3 clusters Score -3682258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3682262.750000 Penalty: 3431.720459
	Iteration 40F: 3 clusters Score -3682263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3682273.250000 Penalty: 3431.720459
	Iteration 41Q: 3 clusters Score -3682273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3682279.750000 Penalty: 3431.720459
	Iteration 42Q: 3 clusters Score -3682280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3682285.250000 Penalty: 3431.720459
	Iteration 43Q: 3 clusters Score -3682285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3682301.000000 Penalty: 3431.720459
	Iteration 44Q: 3 clusters Score -3682301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3682313.750000 Penalty: 3431.720459
	Iteration 45Q: 3 clusters Score -3682314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3682324.250000 Penalty: 3431.720459
	Iteration 46Q: 3 clusters Score -3682324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3682338.250000 Penalty: 3431.720459
	Iteration 47Q: 3 clusters Score -3682338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3682353.500000 Penalty: 3431.720459
	Iteration 48Q: 3 clusters Score -3682354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3682360.000000 Penalty: 3431.720459
	Iteration 49Q: 3 clusters Score -3682360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3682371.000000 Penalty: 3431.720459
	Iteration 50Q: 3 clusters Score -3682371 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3682400.750000 Penalty: 3431.720459
	Iteration 51Q: 3 clusters Score -3682401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3682405.750000 Penalty: 3431.720459
	Iteration 52Q: 3 clusters Score -3682406 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3682425.000000 Penalty: 3431.720459
	Iteration 53Q: 3 clusters Score -3682425 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3682458.500000 Penalty: 3431.720459
	Iteration 54Q: 3 clusters Score -3682458 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3682475.000000 Penalty: 3431.720459
	Iteration 55Q: 3 clusters Score -3682475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3682516.500000 Penalty: 3431.720459
	Iteration 56Q: 3 clusters Score -3682516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3682548.250000 Penalty: 3431.720459
	Iteration 57Q: 3 clusters Score -3682548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3682566.750000 Penalty: 3431.720459
	Iteration 58Q: 3 clusters Score -3682567 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3682591.250000 Penalty: 3431.720459
	Iteration 59Q: 3 clusters Score -3682591 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3682628.250000 Penalty: 3431.720459
	Iteration 60F: 3 clusters Score -3682628 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3682670.750000 Penalty: 3431.720459
	Iteration 61Q: 3 clusters Score -3682671 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3682729.250000 Penalty: 3431.720459
	Iteration 62Q: 3 clusters Score -3682729 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3682747.000000 Penalty: 3431.720459
	Iteration 63Q: 3 clusters Score -3682747 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3682778.250000 Penalty: 3431.720459
	Iteration 64Q: 3 clusters Score -3682778 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3682830.000000 Penalty: 3431.720459
	Iteration 65Q: 3 clusters Score -3682830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3682862.000000 Penalty: 3431.720459
	Iteration 66Q: 3 clusters Score -3682862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3682917.250000 Penalty: 3431.720459
	Iteration 67Q: 3 clusters Score -3682917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3682946.000000 Penalty: 3431.720459
	Iteration 68Q: 3 clusters Score -3682946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3682967.000000 Penalty: 3431.720459
	Iteration 69Q: 3 clusters Score -3682967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3683014.500000 Penalty: 3431.720459
	Iteration 70Q: 3 clusters Score -3683014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3683058.500000 Penalty: 3431.720459
	Iteration 71Q: 3 clusters Score -3683058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3683088.500000 Penalty: 3431.720459
	Iteration 72Q: 3 clusters Score -3683088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3683147.750000 Penalty: 3431.720459
	Iteration 73Q: 3 clusters Score -3683148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3683192.250000 Penalty: 3431.720459
	Iteration 74Q: 3 clusters Score -3683192 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3683235.500000 Penalty: 3431.720459
	Iteration 75Q: 3 clusters Score -3683236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3683274.750000 Penalty: 3431.720459
	Iteration 76Q: 3 clusters Score -3683275 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3683337.500000 Penalty: 3431.720459
	Iteration 77Q: 3 clusters Score -3683338 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3683393.250000 Penalty: 3431.720459
	Iteration 78Q: 3 clusters Score -3683393 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3683442.750000 Penalty: 3431.720459
	Iteration 79Q: 3 clusters Score -3683443 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3683503.750000 Penalty: 3431.720459
	Iteration 80F: 3 clusters Score -3683504 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3683566.500000 Penalty: 3431.720459
	Iteration 81Q: 3 clusters Score -3683566 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3683632.500000 Penalty: 3431.720459
	Iteration 82Q: 3 clusters Score -3683632 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3683705.000000 Penalty: 3431.720459
	Iteration 83Q: 3 clusters Score -3683705 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3683762.500000 Penalty: 3431.720459
	Iteration 84Q: 3 clusters Score -3683762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3683803.750000 Penalty: 3431.720459
	Iteration 85Q: 3 clusters Score -3683804 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3683903.000000 Penalty: 3431.720459
	Iteration 86Q: 3 clusters Score -3683903 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3683952.750000 Penalty: 3431.720459
	Iteration 87Q: 3 clusters Score -3683953 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3684020.500000 Penalty: 3431.720459
	Iteration 88Q: 3 clusters Score -3684020 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3684094.000000 Penalty: 3431.720459
	Iteration 89Q: 3 clusters Score -3684094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3684177.500000 Penalty: 3431.720459
	Iteration 90Q: 3 clusters Score -3684178 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3684275.500000 Penalty: 3431.720459
	Iteration 91Q: 3 clusters Score -3684276 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3684365.500000 Penalty: 3431.720459
	Iteration 92Q: 3 clusters Score -3684366 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3684430.000000 Penalty: 3431.720459
	Iteration 93Q: 3 clusters Score -3684430 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3684519.500000 Penalty: 3431.720459
	Iteration 94Q: 3 clusters Score -3684520 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3684596.000000 Penalty: 3431.720459
	Iteration 95Q: 3 clusters Score -3684596 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3684667.500000 Penalty: 3431.720459
	Iteration 96Q: 3 clusters Score -3684668 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3684732.500000 Penalty: 3431.720459
	Iteration 97Q: 3 clusters Score -3684732 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3684786.750000 Penalty: 3431.720459
	Iteration 98Q: 3 clusters Score -3684787 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3684864.250000 Penalty: 3431.720459
	Iteration 99Q: 3 clusters Score -3684864 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3684969.250000 Penalty: 3431.720459
	Iteration 100F: 3 clusters Score -3684969 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3685072.750000 Penalty: 3431.720459
	Iteration 101Q: 3 clusters Score -3685073 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3685284.000000 Penalty: 3431.720459
	Iteration 102Q: 3 clusters Score -3685284 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3685538.750000 Penalty: 3431.720459
	Iteration 103Q: 3 clusters Score -3685539 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3685772.500000 Penalty: 3431.720459
	Iteration 104Q: 3 clusters Score -3685772 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3685993.000000 Penalty: 3431.720459
	Iteration 105Q: 3 clusters Score -3685993 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3686208.500000 Penalty: 3431.720459
	Iteration 106Q: 3 clusters Score -3686208 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3686408.500000 Penalty: 3431.720459
	Iteration 107Q: 3 clusters Score -3686408 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3686609.750000 Penalty: 3431.720459
	Iteration 108Q: 3 clusters Score -3686610 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3686798.750000 Penalty: 3431.720459
	Iteration 109Q: 3 clusters Score -3686799 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3686910.000000 Penalty: 3431.720459
	Iteration 110Q: 3 clusters Score -3686910 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3686977.250000 Penalty: 3431.720459
	Iteration 111Q: 3 clusters Score -3686977 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3687064.500000 Penalty: 3431.720459
	Iteration 112Q: 3 clusters Score -3687064 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3687156.500000 Penalty: 3431.720459
	Iteration 113Q: 3 clusters Score -3687156 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3687170.250000 Penalty: 3431.720459
	Iteration 114Q: 3 clusters Score -3687170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3687208.750000 Penalty: 3431.720459
	Iteration 115Q: 3 clusters Score -3687209 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3687222.000000 Penalty: 3431.720459
	Iteration 116Q: 3 clusters Score -3687222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3687230.750000 Penalty: 3431.720459
	Iteration 117Q: 3 clusters Score -3687231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3687257.000000 Penalty: 3431.720459
	Iteration 118Q: 3 clusters Score -3687257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3687270.750000 Penalty: 3431.720459
	Iteration 119Q: 3 clusters Score -3687271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3687274.000000 Penalty: 3431.720459
	Iteration 120F: 3 clusters Score -3687274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3687273.500000 Penalty: 3431.720459
	Iteration 121Q: 3 clusters Score -3687274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3687281.000000 Penalty: 3431.720459
	Iteration 122Q: 3 clusters Score -3687281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3687277.000000 Penalty: 3431.720459
	Iteration 123Q: 3 clusters Score -3687277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3687274.750000 Penalty: 3431.720459
	Iteration 124Q: 3 clusters Score -3687275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3687277.750000 Penalty: 3431.720459
	Iteration 125Q: 3 clusters Score -3687278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3687278.500000 Penalty: 3431.720459
	Iteration 126Q: 3 clusters Score -3687278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3687281.000000 Penalty: 3431.720459
	Iteration 127Q: 3 clusters Score -3687281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3687281.250000 Penalty: 3431.720459
	Iteration 128Q: 3 clusters Score -3687281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3687281.750000 Penalty: 3431.720459
	Iteration 129Q: 3 clusters Score -3687282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3687282.000000 Penalty: 3431.720459
	Iteration 130Q: 3 clusters Score -3687282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3687287.750000 Penalty: 3431.720459
	Iteration 131Q: 3 clusters Score -3687288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3687289.500000 Penalty: 3431.720459
	Iteration 132Q: 3 clusters Score -3687290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3687292.750000 Penalty: 3431.720459
	Iteration 133Q: 3 clusters Score -3687293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3687287.250000 Penalty: 3431.720459
	Iteration 134Q: 3 clusters Score -3687287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3687287.000000 Penalty: 3431.720459
	Iteration 135Q: 3 clusters Score -3687287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3687288.750000 Penalty: 3431.720459
	Iteration 136Q: 3 clusters Score -3687289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3687292.000000 Penalty: 3431.720459
	Iteration 137Q: 3 clusters Score -3687292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3687292.500000 Penalty: 3431.720459
	Iteration 138Q: 3 clusters Score -3687292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3687290.750000 Penalty: 3431.720459
	Iteration 139Q: 3 clusters Score -3687291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3687285.750000 Penalty: 3431.720459
	Iteration 140F: 3 clusters Score -3687286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3687286.250000 Penalty: 3431.720459
	Iteration 141Q: 3 clusters Score -3687286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3687291.250000 Penalty: 3431.720459
	Iteration 142Q: 3 clusters Score -3687291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3687288.750000 Penalty: 3431.720459
	Iteration 143Q: 3 clusters Score -3687289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3687287.500000 Penalty: 3431.720459
	Iteration 144Q: 3 clusters Score -3687288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3687281.750000 Penalty: 3431.720459
	Iteration 145Q: 3 clusters Score -3687282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3687282.000000 Penalty: 3431.720459
	Iteration 146Q: 3 clusters Score -3687282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3687282.000000 Penalty: 3431.720459
	Iteration 147F: 3 clusters Score -3687282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -385205.250000 Penalty: 1358.777710
	Iteration 0F: 2 clusters Score -385205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -381691.656250 Penalty: 2717.555420
	Iteration 0F: 3 clusters Score -381691.7 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -382628.468750 Penalty: 2717.555420
	Iteration 1F: 3 clusters Score -382628.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -382805.625000 Penalty: 2717.555420
	Iteration 2F: 3 clusters Score -382805.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -382913.000000 Penalty: 2717.555420
	Iteration 3F: 3 clusters Score -382913 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -383000.937500 Penalty: 2717.555420
	Iteration 4Q: 3 clusters Score -383000.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -383075.343750 Penalty: 2717.555420
	Iteration 5Q: 3 clusters Score -383075.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -383132.218750 Penalty: 2717.555420
	Iteration 6Q: 3 clusters Score -383132.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -383197.406250 Penalty: 2717.555420
	Iteration 7Q: 3 clusters Score -383197.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -383246.781250 Penalty: 2717.555420
	Iteration 8Q: 3 clusters Score -383246.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -383289.812500 Penalty: 2717.555420
	Iteration 9Q: 3 clusters Score -383289.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -383332.000000 Penalty: 2717.555420
	Iteration 10Q: 3 clusters Score -383332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -383376.156250 Penalty: 2717.555420
	Iteration 11Q: 3 clusters Score -383376.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -383442.281250 Penalty: 2717.555420
	Iteration 12Q: 3 clusters Score -383442.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -383520.937500 Penalty: 2717.555420
	Iteration 13Q: 3 clusters Score -383520.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -383587.843750 Penalty: 2717.555420
	Iteration 14Q: 3 clusters Score -383587.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -383643.312500 Penalty: 2717.555420
	Iteration 15Q: 3 clusters Score -383643.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -383695.531250 Penalty: 2717.555420
	Iteration 16Q: 3 clusters Score -383695.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -383743.468750 Penalty: 2717.555420
	Iteration 17Q: 3 clusters Score -383743.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -383781.531250 Penalty: 2717.555420
	Iteration 18Q: 3 clusters Score -383781.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -383812.593750 Penalty: 2717.555420
	Iteration 19Q: 3 clusters Score -383812.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -383836.250000 Penalty: 2717.555420
	Iteration 20F: 3 clusters Score -383836.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -383855.218750 Penalty: 2717.555420
	Iteration 21Q: 3 clusters Score -383855.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -383862.281250 Penalty: 2717.555420
	Iteration 22Q: 3 clusters Score -383862.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -383870.031250 Penalty: 2717.555420
	Iteration 23Q: 3 clusters Score -383870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -383876.437500 Penalty: 2717.555420
	Iteration 24Q: 3 clusters Score -383876.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -383881.312500 Penalty: 2717.555420
	Iteration 25Q: 3 clusters Score -383881.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -383885.875000 Penalty: 2717.555420
	Iteration 26Q: 3 clusters Score -383885.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -383889.718750 Penalty: 2717.555420
	Iteration 27Q: 3 clusters Score -383889.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -383893.843750 Penalty: 2717.555420
	Iteration 28Q: 3 clusters Score -383893.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -383897.375000 Penalty: 2717.555420
	Iteration 29Q: 3 clusters Score -383897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -383897.937500 Penalty: 2717.555420
	Iteration 30Q: 3 clusters Score -383897.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -383900.468750 Penalty: 2717.555420
	Iteration 31Q: 3 clusters Score -383900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -383902.562500 Penalty: 2717.555420
	Iteration 32Q: 3 clusters Score -383902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -383904.281250 Penalty: 2717.555420
	Iteration 33Q: 3 clusters Score -383904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -383904.906250 Penalty: 2717.555420
	Iteration 34Q: 3 clusters Score -383904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -383905.562500 Penalty: 2717.555420
	Iteration 35Q: 3 clusters Score -383905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -383905.750000 Penalty: 2717.555420
	Iteration 36Q: 3 clusters Score -383905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -383905.312500 Penalty: 2717.555420
	Iteration 37Q: 3 clusters Score -383905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -383906.593750 Penalty: 2717.555420
	Iteration 38Q: 3 clusters Score -383906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -383906.593750 Penalty: 2717.555420
	Iteration 39F: 3 clusters Score -383906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Entering Unmasked Estep 
Score: -3297436.500000 Penalty: 1699.817261
	Iteration 0F: 2 clusters Score -3297436 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 17420 members 
Entering Unmasked Estep 
Score: -3274481.750000 Penalty: 3399.634521
	Iteration 0F: 3 clusters Score -3274482 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3283705.750000 Penalty: 3399.634521
	Iteration 1F: 3 clusters Score -3283706 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3284094.500000 Penalty: 3399.634521
	Iteration 2Q: 3 clusters Score -3284094 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3284532.000000 Penalty: 3399.634521
	Iteration 3Q: 3 clusters Score -3284532 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3285067.000000 Penalty: 3399.634521
	Iteration 4Q: 3 clusters Score -3285067 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3285742.000000 Penalty: 3399.634521
	Iteration 5Q: 3 clusters Score -3285742 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3286669.500000 Penalty: 3399.634521
	Iteration 6F: 3 clusters Score -3286670 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3287882.000000 Penalty: 3399.634521
	Iteration 7F: 3 clusters Score -3287882 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3289447.000000 Penalty: 3399.634521
	Iteration 8F: 3 clusters Score -3289447 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3291258.250000 Penalty: 3399.634521
	Iteration 9F: 3 clusters Score -3291258 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3292971.250000 Penalty: 3399.634521
	Iteration 10F: 3 clusters Score -3292971 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3294375.750000 Penalty: 3399.634521
	Iteration 11Q: 3 clusters Score -3294376 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3295306.000000 Penalty: 3399.634521
	Iteration 12Q: 3 clusters Score -3295306 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3295829.000000 Penalty: 3399.634521
	Iteration 13Q: 3 clusters Score -3295829 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3296070.500000 Penalty: 3399.634521
	Iteration 14Q: 3 clusters Score -3296070 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3296162.500000 Penalty: 3399.634521
	Iteration 15Q: 3 clusters Score -3296162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3296203.500000 Penalty: 3399.634521
	Iteration 16Q: 3 clusters Score -3296204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3296234.500000 Penalty: 3399.634521
	Iteration 17Q: 3 clusters Score -3296234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3296255.750000 Penalty: 3399.634521
	Iteration 18Q: 3 clusters Score -3296256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3296266.000000 Penalty: 3399.634521
	Iteration 19Q: 3 clusters Score -3296266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3296276.500000 Penalty: 3399.634521
	Iteration 20F: 3 clusters Score -3296276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3296283.250000 Penalty: 3399.634521
	Iteration 21Q: 3 clusters Score -3296283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3296290.250000 Penalty: 3399.634521
	Iteration 22Q: 3 clusters Score -3296290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3296300.750000 Penalty: 3399.634521
	Iteration 23Q: 3 clusters Score -3296301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3296300.250000 Penalty: 3399.634521
	Iteration 24Q: 3 clusters Score -3296300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3296307.500000 Penalty: 3399.634521
	Iteration 25Q: 3 clusters Score -3296308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3296307.000000 Penalty: 3399.634521
	Iteration 26Q: 3 clusters Score -3296307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3296307.250000 Penalty: 3399.634521
	Iteration 27Q: 3 clusters Score -3296307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3296306.500000 Penalty: 3399.634521
	Iteration 28Q: 3 clusters Score -3296306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3296306.250000 Penalty: 3399.634521
	Iteration 29Q: 3 clusters Score -3296306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3296304.250000 Penalty: 3399.634521
	Iteration 30Q: 3 clusters Score -3296304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3296304.750000 Penalty: 3399.634521
	Iteration 31Q: 3 clusters Score -3296305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3296306.250000 Penalty: 3399.634521
	Iteration 32Q: 3 clusters Score -3296306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3296306.250000 Penalty: 3399.634521
	Iteration 33F: 3 clusters Score -3296306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Entering Unmasked Estep 
Score: -4034638.250000 Penalty: 1725.985596
	Iteration 0F: 2 clusters Score -4034638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4013087.750000 Penalty: 3451.971191
	Iteration 0F: 3 clusters Score -4013088 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4024181.750000 Penalty: 3451.971191
	Iteration 1F: 3 clusters Score -4024182 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4024887.500000 Penalty: 3451.971191
	Iteration 2Q: 3 clusters Score -4024888 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4025909.250000 Penalty: 3451.971191
	Iteration 3F: 3 clusters Score -4025909 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4027442.250000 Penalty: 3451.971191
	Iteration 4F: 3 clusters Score -4027442 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4029743.500000 Penalty: 3451.971191
	Iteration 5F: 3 clusters Score -4029744 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -4032729.500000 Penalty: 3451.971191
	Iteration 6F: 3 clusters Score -4032730 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4034343.000000 Penalty: 3451.971191
	Iteration 7F: 3 clusters Score -4034343 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4033967.500000 Penalty: 3451.971191
	Iteration 8F: 3 clusters Score -4033968 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4033459.000000 Penalty: 3451.971191
	Iteration 9Q: 3 clusters Score -4033459 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4033301.250000 Penalty: 3451.971191
	Iteration 10Q: 3 clusters Score -4033301 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4033296.250000 Penalty: 3451.971191
	Iteration 11Q: 3 clusters Score -4033296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4033332.750000 Penalty: 3451.971191
	Iteration 12Q: 3 clusters Score -4033333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4033344.250000 Penalty: 3451.971191
	Iteration 13Q: 3 clusters Score -4033344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4033361.750000 Penalty: 3451.971191
	Iteration 14Q: 3 clusters Score -4033362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4033381.250000 Penalty: 3451.971191
	Iteration 15Q: 3 clusters Score -4033381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4033390.500000 Penalty: 3451.971191
	Iteration 16Q: 3 clusters Score -4033390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4033394.250000 Penalty: 3451.971191
	Iteration 17Q: 3 clusters Score -4033394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4033398.500000 Penalty: 3451.971191
	Iteration 18Q: 3 clusters Score -4033398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4033397.250000 Penalty: 3451.971191
	Iteration 19Q: 3 clusters Score -4033397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4033404.000000 Penalty: 3451.971191
	Iteration 20F: 3 clusters Score -4033404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4033407.250000 Penalty: 3451.971191
	Iteration 21Q: 3 clusters Score -4033407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4033407.250000 Penalty: 3451.971191
	Iteration 22F: 3 clusters Score -4033407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -87328.906250 Penalty: 1140.926147
	Iteration 0F: 2 clusters Score -87328.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -85825.468750 Penalty: 2281.852295
	Iteration 0F: 3 clusters Score -85825.47 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -86224.757812 Penalty: 2281.852295
	Iteration 1F: 3 clusters Score -86224.76 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -86482.398438 Penalty: 2281.852295
	Iteration 2F: 3 clusters Score -86482.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -86640.781250 Penalty: 2281.852295
	Iteration 3F: 3 clusters Score -86640.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -86794.117188 Penalty: 2281.852295
	Iteration 4F: 3 clusters Score -86794.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -86904.343750 Penalty: 2281.852295
	Iteration 5F: 3 clusters Score -86904.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -86945.710938 Penalty: 2281.852295
	Iteration 6Q: 3 clusters Score -86945.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -86974.960938 Penalty: 2281.852295
	Iteration 7Q: 3 clusters Score -86974.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -86998.226562 Penalty: 2281.852295
	Iteration 8Q: 3 clusters Score -86998.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -87008.945312 Penalty: 2281.852295
	Iteration 9Q: 3 clusters Score -87008.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -87010.195312 Penalty: 2281.852295
	Iteration 10Q: 3 clusters Score -87010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -87010.914062 Penalty: 2281.852295
	Iteration 11Q: 3 clusters Score -87010.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -87012.500000 Penalty: 2281.852295
	Iteration 12Q: 3 clusters Score -87012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -87015.359375 Penalty: 2281.852295
	Iteration 13Q: 3 clusters Score -87015.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -87018.117188 Penalty: 2281.852295
	Iteration 14Q: 3 clusters Score -87018.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -87019.757812 Penalty: 2281.852295
	Iteration 15Q: 3 clusters Score -87019.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -87019.757812 Penalty: 2281.852295
	Iteration 16F: 3 clusters Score -87019.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Entering Unmasked Estep 
Score: -2736541.750000 Penalty: 1675.643066
	Iteration 0F: 2 clusters Score -2736542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2716324.250000 Penalty: 3351.286133
	Iteration 0F: 3 clusters Score -2716324 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2724357.250000 Penalty: 3351.286133
	Iteration 1F: 3 clusters Score -2724357 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2724990.000000 Penalty: 3351.286133
	Iteration 2F: 3 clusters Score -2724990 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2725625.000000 Penalty: 3351.286133
	Iteration 3F: 3 clusters Score -2725625 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2726244.500000 Penalty: 3351.286133
	Iteration 4Q: 3 clusters Score -2726244 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2727037.750000 Penalty: 3351.286133
	Iteration 5F: 3 clusters Score -2727038 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2728000.500000 Penalty: 3351.286133
	Iteration 6F: 3 clusters Score -2728000 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2729327.750000 Penalty: 3351.286133
	Iteration 7F: 3 clusters Score -2729328 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2730905.000000 Penalty: 3351.286133
	Iteration 8F: 3 clusters Score -2730905 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2732378.000000 Penalty: 3351.286133
	Iteration 9F: 3 clusters Score -2732378 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2733465.750000 Penalty: 3351.286133
	Iteration 10Q: 3 clusters Score -2733466 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2734152.250000 Penalty: 3351.286133
	Iteration 11Q: 3 clusters Score -2734152 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2734566.000000 Penalty: 3351.286133
	Iteration 12Q: 3 clusters Score -2734566 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2734766.750000 Penalty: 3351.286133
	Iteration 13Q: 3 clusters Score -2734767 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2734869.250000 Penalty: 3351.286133
	Iteration 14Q: 3 clusters Score -2734869 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2734937.250000 Penalty: 3351.286133
	Iteration 15Q: 3 clusters Score -2734937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2734982.000000 Penalty: 3351.286133
	Iteration 16Q: 3 clusters Score -2734982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2735012.500000 Penalty: 3351.286133
	Iteration 17Q: 3 clusters Score -2735012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2735036.250000 Penalty: 3351.286133
	Iteration 18Q: 3 clusters Score -2735036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2735054.500000 Penalty: 3351.286133
	Iteration 19Q: 3 clusters Score -2735054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2735076.000000 Penalty: 3351.286133
	Iteration 20F: 3 clusters Score -2735076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2735096.750000 Penalty: 3351.286133
	Iteration 21Q: 3 clusters Score -2735097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2735103.250000 Penalty: 3351.286133
	Iteration 22Q: 3 clusters Score -2735103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2735107.750000 Penalty: 3351.286133
	Iteration 23Q: 3 clusters Score -2735108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2735114.750000 Penalty: 3351.286133
	Iteration 24Q: 3 clusters Score -2735115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2735119.250000 Penalty: 3351.286133
	Iteration 25Q: 3 clusters Score -2735119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2735119.000000 Penalty: 3351.286133
	Iteration 26Q: 3 clusters Score -2735119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2735120.500000 Penalty: 3351.286133
	Iteration 27Q: 3 clusters Score -2735120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2735119.500000 Penalty: 3351.286133
	Iteration 28Q: 3 clusters Score -2735120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2735119.500000 Penalty: 3351.286133
	Iteration 29F: 3 clusters Score -2735120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Entering Unmasked Estep 
Score: -2294857.750000 Penalty: 1642.221558
	Iteration 0F: 2 clusters Score -2294858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2278187.750000 Penalty: 3284.443115
	Iteration 0F: 3 clusters Score -2278188 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2284518.000000 Penalty: 3284.443115
	Iteration 1F: 3 clusters Score -2284518 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2285000.000000 Penalty: 3284.443115
	Iteration 2F: 3 clusters Score -2285000 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2285534.500000 Penalty: 3284.443115
	Iteration 3F: 3 clusters Score -2285534 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2286098.500000 Penalty: 3284.443115
	Iteration 4F: 3 clusters Score -2286098 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2286752.500000 Penalty: 3284.443115
	Iteration 5F: 3 clusters Score -2286752 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2287557.750000 Penalty: 3284.443115
	Iteration 6F: 3 clusters Score -2287558 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2288537.750000 Penalty: 3284.443115
	Iteration 7F: 3 clusters Score -2288538 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2289567.500000 Penalty: 3284.443115
	Iteration 8F: 3 clusters Score -2289568 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2290499.750000 Penalty: 3284.443115
	Iteration 9Q: 3 clusters Score -2290500 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2291259.250000 Penalty: 3284.443115
	Iteration 10Q: 3 clusters Score -2291259 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2291727.750000 Penalty: 3284.443115
	Iteration 11Q: 3 clusters Score -2291728 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2292063.250000 Penalty: 3284.443115
	Iteration 12Q: 3 clusters Score -2292063 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2292335.000000 Penalty: 3284.443115
	Iteration 13Q: 3 clusters Score -2292335 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2292562.500000 Penalty: 3284.443115
	Iteration 14Q: 3 clusters Score -2292562 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2292741.500000 Penalty: 3284.443115
	Iteration 15Q: 3 clusters Score -2292742 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2292867.750000 Penalty: 3284.443115
	Iteration 16Q: 3 clusters Score -2292868 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2292954.500000 Penalty: 3284.443115
	Iteration 17Q: 3 clusters Score -2292954 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2293037.250000 Penalty: 3284.443115
	Iteration 18Q: 3 clusters Score -2293037 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2293090.500000 Penalty: 3284.443115
	Iteration 19Q: 3 clusters Score -2293090 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2293125.750000 Penalty: 3284.443115
	Iteration 20F: 3 clusters Score -2293126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2293161.000000 Penalty: 3284.443115
	Iteration 21Q: 3 clusters Score -2293161 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2293191.750000 Penalty: 3284.443115
	Iteration 22Q: 3 clusters Score -2293192 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2293215.500000 Penalty: 3284.443115
	Iteration 23Q: 3 clusters Score -2293216 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2293239.000000 Penalty: 3284.443115
	Iteration 24Q: 3 clusters Score -2293239 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2293262.000000 Penalty: 3284.443115
	Iteration 25Q: 3 clusters Score -2293262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2293282.000000 Penalty: 3284.443115
	Iteration 26Q: 3 clusters Score -2293282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -2293301.250000 Penalty: 3284.443115
	Iteration 27Q: 3 clusters Score -2293301 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2293322.250000 Penalty: 3284.443115
	Iteration 28Q: 3 clusters Score -2293322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2293347.000000 Penalty: 3284.443115
	Iteration 29Q: 3 clusters Score -2293347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2293366.500000 Penalty: 3284.443115
	Iteration 30Q: 3 clusters Score -2293366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2293371.750000 Penalty: 3284.443115
	Iteration 31Q: 3 clusters Score -2293372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2293377.250000 Penalty: 3284.443115
	Iteration 32Q: 3 clusters Score -2293377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2293388.000000 Penalty: 3284.443115
	Iteration 33Q: 3 clusters Score -2293388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2293394.250000 Penalty: 3284.443115
	Iteration 34Q: 3 clusters Score -2293394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2293399.750000 Penalty: 3284.443115
	Iteration 35Q: 3 clusters Score -2293400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2293396.000000 Penalty: 3284.443115
	Iteration 36Q: 3 clusters Score -2293396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2293393.750000 Penalty: 3284.443115
	Iteration 37Q: 3 clusters Score -2293394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2293393.250000 Penalty: 3284.443115
	Iteration 38Q: 3 clusters Score -2293393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2293402.500000 Penalty: 3284.443115
	Iteration 39Q: 3 clusters Score -2293402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2293398.750000 Penalty: 3284.443115
	Iteration 40F: 3 clusters Score -2293399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2293396.750000 Penalty: 3284.443115
	Iteration 41Q: 3 clusters Score -2293397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2293398.000000 Penalty: 3284.443115
	Iteration 42Q: 3 clusters Score -2293398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2293398.250000 Penalty: 3284.443115
	Iteration 43Q: 3 clusters Score -2293398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2293401.500000 Penalty: 3284.443115
	Iteration 44Q: 3 clusters Score -2293402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2293399.750000 Penalty: 3284.443115
	Iteration 45Q: 3 clusters Score -2293400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2293400.750000 Penalty: 3284.443115
	Iteration 46Q: 3 clusters Score -2293401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2293400.750000 Penalty: 3284.443115
	Iteration 47F: 3 clusters Score -2293401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Entering Unmasked Estep 
Score: -478904.156250 Penalty: 1393.481934
	Iteration 0F: 2 clusters Score -478904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -474753.906250 Penalty: 2786.963867
	Iteration 0F: 3 clusters Score -474753.9 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -475933.437500 Penalty: 2786.963867
	Iteration 1F: 3 clusters Score -475933.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -476191.156250 Penalty: 2786.963867
	Iteration 2F: 3 clusters Score -476191.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -476354.218750 Penalty: 2786.963867
	Iteration 3F: 3 clusters Score -476354.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -476463.656250 Penalty: 2786.963867
	Iteration 4Q: 3 clusters Score -476463.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -476550.125000 Penalty: 2786.963867
	Iteration 5Q: 3 clusters Score -476550.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -476636.750000 Penalty: 2786.963867
	Iteration 6Q: 3 clusters Score -476636.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -476725.687500 Penalty: 2786.963867
	Iteration 7Q: 3 clusters Score -476725.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -476841.062500 Penalty: 2786.963867
	Iteration 8Q: 3 clusters Score -476841.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -476988.062500 Penalty: 2786.963867
	Iteration 9Q: 3 clusters Score -476988.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -477141.875000 Penalty: 2786.963867
	Iteration 10Q: 3 clusters Score -477141.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -477345.406250 Penalty: 2786.963867
	Iteration 11Q: 3 clusters Score -477345.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -477540.750000 Penalty: 2786.963867
	Iteration 12Q: 3 clusters Score -477540.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -477697.343750 Penalty: 2786.963867
	Iteration 13Q: 3 clusters Score -477697.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -477804.218750 Penalty: 2786.963867
	Iteration 14Q: 3 clusters Score -477804.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -477885.125000 Penalty: 2786.963867
	Iteration 15Q: 3 clusters Score -477885.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -477919.562500 Penalty: 2786.963867
	Iteration 16Q: 3 clusters Score -477919.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -477937.968750 Penalty: 2786.963867
	Iteration 17Q: 3 clusters Score -477938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -477956.093750 Penalty: 2786.963867
	Iteration 18Q: 3 clusters Score -477956.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -477972.937500 Penalty: 2786.963867
	Iteration 19Q: 3 clusters Score -477972.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -477988.375000 Penalty: 2786.963867
	Iteration 20F: 3 clusters Score -477988.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -477999.781250 Penalty: 2786.963867
	Iteration 21Q: 3 clusters Score -477999.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -478006.687500 Penalty: 2786.963867
	Iteration 22Q: 3 clusters Score -478006.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -478014.843750 Penalty: 2786.963867
	Iteration 23Q: 3 clusters Score -478014.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -478020.406250 Penalty: 2786.963867
	Iteration 24Q: 3 clusters Score -478020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -478023.375000 Penalty: 2786.963867
	Iteration 25Q: 3 clusters Score -478023.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -478026.531250 Penalty: 2786.963867
	Iteration 26Q: 3 clusters Score -478026.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -478029.625000 Penalty: 2786.963867
	Iteration 27Q: 3 clusters Score -478029.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -478032.625000 Penalty: 2786.963867
	Iteration 28Q: 3 clusters Score -478032.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -478036.875000 Penalty: 2786.963867
	Iteration 29Q: 3 clusters Score -478036.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -478040.593750 Penalty: 2786.963867
	Iteration 30Q: 3 clusters Score -478040.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -478043.250000 Penalty: 2786.963867
	Iteration 31Q: 3 clusters Score -478043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -478044.781250 Penalty: 2786.963867
	Iteration 32Q: 3 clusters Score -478044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -478046.093750 Penalty: 2786.963867
	Iteration 33Q: 3 clusters Score -478046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -478046.968750 Penalty: 2786.963867
	Iteration 34Q: 3 clusters Score -478047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -478047.843750 Penalty: 2786.963867
	Iteration 35Q: 3 clusters Score -478047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -478048.406250 Penalty: 2786.963867
	Iteration 36Q: 3 clusters Score -478048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -478050.281250 Penalty: 2786.963867
	Iteration 37Q: 3 clusters Score -478050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -478050.468750 Penalty: 2786.963867
	Iteration 38Q: 3 clusters Score -478050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -478051.187500 Penalty: 2786.963867
	Iteration 39Q: 3 clusters Score -478051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -478050.687500 Penalty: 2786.963867
	Iteration 40F: 3 clusters Score -478050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -478051.125000 Penalty: 2786.963867
	Iteration 41Q: 3 clusters Score -478051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -478051.437500 Penalty: 2786.963867
	Iteration 42Q: 3 clusters Score -478051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -478052.000000 Penalty: 2786.963867
	Iteration 43Q: 3 clusters Score -478052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -478052.031250 Penalty: 2786.963867
	Iteration 44Q: 3 clusters Score -478052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -478052.375000 Penalty: 2786.963867
	Iteration 45Q: 3 clusters Score -478052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -478052.250000 Penalty: 2786.963867
	Iteration 46Q: 3 clusters Score -478052.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -478052.250000 Penalty: 2786.963867
	Iteration 47F: 3 clusters Score -478052.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Entering Unmasked Estep 
Score: -1792623.375000 Penalty: 1603.628296
	Iteration 0F: 2 clusters Score -1792623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1779367.250000 Penalty: 3207.256592
	Iteration 0F: 3 clusters Score -1779367 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1784199.125000 Penalty: 3207.256592
	Iteration 1F: 3 clusters Score -1784199 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1784556.625000 Penalty: 3207.256592
	Iteration 2Q: 3 clusters Score -1784557 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1784912.250000 Penalty: 3207.256592
	Iteration 3Q: 3 clusters Score -1784912 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1785304.625000 Penalty: 3207.256592
	Iteration 4Q: 3 clusters Score -1785305 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1785794.625000 Penalty: 3207.256592
	Iteration 5F: 3 clusters Score -1785795 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1786409.000000 Penalty: 3207.256592
	Iteration 6F: 3 clusters Score -1786409 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1787193.250000 Penalty: 3207.256592
	Iteration 7F: 3 clusters Score -1787193 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1788115.125000 Penalty: 3207.256592
	Iteration 8F: 3 clusters Score -1788115 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1789029.875000 Penalty: 3207.256592
	Iteration 9F: 3 clusters Score -1789030 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1789780.000000 Penalty: 3207.256592
	Iteration 10Q: 3 clusters Score -1789780 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1790308.375000 Penalty: 3207.256592
	Iteration 11Q: 3 clusters Score -1790308 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1790650.750000 Penalty: 3207.256592
	Iteration 12Q: 3 clusters Score -1790651 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1790878.375000 Penalty: 3207.256592
	Iteration 13Q: 3 clusters Score -1790878 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1791010.625000 Penalty: 3207.256592
	Iteration 14Q: 3 clusters Score -1791011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1791101.625000 Penalty: 3207.256592
	Iteration 15Q: 3 clusters Score -1791102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1791166.250000 Penalty: 3207.256592
	Iteration 16Q: 3 clusters Score -1791166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1791196.000000 Penalty: 3207.256592
	Iteration 17Q: 3 clusters Score -1791196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1791222.875000 Penalty: 3207.256592
	Iteration 18Q: 3 clusters Score -1791223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1791248.625000 Penalty: 3207.256592
	Iteration 19Q: 3 clusters Score -1791249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1791261.125000 Penalty: 3207.256592
	Iteration 20F: 3 clusters Score -1791261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1791273.250000 Penalty: 3207.256592
	Iteration 21Q: 3 clusters Score -1791273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1791283.750000 Penalty: 3207.256592
	Iteration 22Q: 3 clusters Score -1791284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1791291.750000 Penalty: 3207.256592
	Iteration 23Q: 3 clusters Score -1791292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1791298.000000 Penalty: 3207.256592
	Iteration 24Q: 3 clusters Score -1791298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1791300.125000 Penalty: 3207.256592
	Iteration 25Q: 3 clusters Score -1791300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1791304.125000 Penalty: 3207.256592
	Iteration 26Q: 3 clusters Score -1791304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1791304.125000 Penalty: 3207.256592
	Iteration 27Q: 3 clusters Score -1791304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1791307.000000 Penalty: 3207.256592
	Iteration 28Q: 3 clusters Score -1791307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1791307.000000 Penalty: 3207.256592
	Iteration 29F: 3 clusters Score -1791307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -440057.156250 Penalty: 1379.763062
	Iteration 0F: 2 clusters Score -440057.2 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 2438 members 
Entering Unmasked Estep 
Score: -436222.593750 Penalty: 2759.526123
	Iteration 0F: 3 clusters Score -436222.6 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -437524.625000 Penalty: 2759.526123
	Iteration 1F: 3 clusters Score -437524.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -437827.687500 Penalty: 2759.526123
	Iteration 2F: 3 clusters Score -437827.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -438107.218750 Penalty: 2759.526123
	Iteration 3F: 3 clusters Score -438107.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -438349.750000 Penalty: 2759.526123
	Iteration 4F: 3 clusters Score -438349.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -438514.000000 Penalty: 2759.526123
	Iteration 5Q: 3 clusters Score -438514 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -438641.500000 Penalty: 2759.526123
	Iteration 6Q: 3 clusters Score -438641.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -438740.843750 Penalty: 2759.526123
	Iteration 7Q: 3 clusters Score -438740.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -438826.781250 Penalty: 2759.526123
	Iteration 8Q: 3 clusters Score -438826.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -438891.656250 Penalty: 2759.526123
	Iteration 9Q: 3 clusters Score -438891.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -438964.500000 Penalty: 2759.526123
	Iteration 10Q: 3 clusters Score -438964.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -439029.437500 Penalty: 2759.526123
	Iteration 11Q: 3 clusters Score -439029.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -439096.187500 Penalty: 2759.526123
	Iteration 12Q: 3 clusters Score -439096.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -439152.968750 Penalty: 2759.526123
	Iteration 13Q: 3 clusters Score -439153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -439203.062500 Penalty: 2759.526123
	Iteration 14Q: 3 clusters Score -439203.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -439242.750000 Penalty: 2759.526123
	Iteration 15Q: 3 clusters Score -439242.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -439280.687500 Penalty: 2759.526123
	Iteration 16Q: 3 clusters Score -439280.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -439318.875000 Penalty: 2759.526123
	Iteration 17Q: 3 clusters Score -439318.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -439341.562500 Penalty: 2759.526123
	Iteration 18Q: 3 clusters Score -439341.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -439360.343750 Penalty: 2759.526123
	Iteration 19Q: 3 clusters Score -439360.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -439374.968750 Penalty: 2759.526123
	Iteration 20F: 3 clusters Score -439375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -439385.593750 Penalty: 2759.526123
	Iteration 21Q: 3 clusters Score -439385.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -439396.937500 Penalty: 2759.526123
	Iteration 22Q: 3 clusters Score -439396.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -439407.468750 Penalty: 2759.526123
	Iteration 23Q: 3 clusters Score -439407.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -439415.312500 Penalty: 2759.526123
	Iteration 24Q: 3 clusters Score -439415.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -439431.593750 Penalty: 2759.526123
	Iteration 25Q: 3 clusters Score -439431.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -439436.406250 Penalty: 2759.526123
	Iteration 26Q: 3 clusters Score -439436.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -439441.531250 Penalty: 2759.526123
	Iteration 27Q: 3 clusters Score -439441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -439443.156250 Penalty: 2759.526123
	Iteration 28Q: 3 clusters Score -439443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -439442.812500 Penalty: 2759.526123
	Iteration 29Q: 3 clusters Score -439442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -439445.531250 Penalty: 2759.526123
	Iteration 30Q: 3 clusters Score -439445.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -439445.312500 Penalty: 2759.526123
	Iteration 31Q: 3 clusters Score -439445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -439446.562500 Penalty: 2759.526123
	Iteration 32Q: 3 clusters Score -439446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -439447.156250 Penalty: 2759.526123
	Iteration 33Q: 3 clusters Score -439447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -439448.500000 Penalty: 2759.526123
	Iteration 34Q: 3 clusters Score -439448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -439449.968750 Penalty: 2759.526123
	Iteration 35Q: 3 clusters Score -439450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -439450.156250 Penalty: 2759.526123
	Iteration 36Q: 3 clusters Score -439450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -439450.156250 Penalty: 2759.526123
	Iteration 37F: 3 clusters Score -439450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Entering Unmasked Estep 
Score: -424806.187500 Penalty: 1370.282349
	Iteration 0F: 2 clusters Score -424806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -421068.000000 Penalty: 2740.564697
	Iteration 0F: 3 clusters Score -421068 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -422104.218750 Penalty: 2740.564697
	Iteration 1F: 3 clusters Score -422104.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -422241.218750 Penalty: 2740.564697
	Iteration 2F: 3 clusters Score -422241.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -422339.531250 Penalty: 2740.564697
	Iteration 3Q: 3 clusters Score -422339.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -422417.750000 Penalty: 2740.564697
	Iteration 4Q: 3 clusters Score -422417.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -422479.750000 Penalty: 2740.564697
	Iteration 5Q: 3 clusters Score -422479.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -422541.718750 Penalty: 2740.564697
	Iteration 6Q: 3 clusters Score -422541.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -422597.031250 Penalty: 2740.564697
	Iteration 7Q: 3 clusters Score -422597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -422664.500000 Penalty: 2740.564697
	Iteration 8Q: 3 clusters Score -422664.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -422736.437500 Penalty: 2740.564697
	Iteration 9Q: 3 clusters Score -422736.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -422805.000000 Penalty: 2740.564697
	Iteration 10Q: 3 clusters Score -422805 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -422877.375000 Penalty: 2740.564697
	Iteration 11Q: 3 clusters Score -422877.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -422962.531250 Penalty: 2740.564697
	Iteration 12Q: 3 clusters Score -422962.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -423044.093750 Penalty: 2740.564697
	Iteration 13Q: 3 clusters Score -423044.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -423144.343750 Penalty: 2740.564697
	Iteration 14Q: 3 clusters Score -423144.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -423235.593750 Penalty: 2740.564697
	Iteration 15Q: 3 clusters Score -423235.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -423317.343750 Penalty: 2740.564697
	Iteration 16Q: 3 clusters Score -423317.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -423380.812500 Penalty: 2740.564697
	Iteration 17Q: 3 clusters Score -423380.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -423444.343750 Penalty: 2740.564697
	Iteration 18Q: 3 clusters Score -423444.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -423507.468750 Penalty: 2740.564697
	Iteration 19Q: 3 clusters Score -423507.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -423574.031250 Penalty: 2740.564697
	Iteration 20F: 3 clusters Score -423574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -423632.125000 Penalty: 2740.564697
	Iteration 21Q: 3 clusters Score -423632.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -423688.375000 Penalty: 2740.564697
	Iteration 22Q: 3 clusters Score -423688.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -423725.750000 Penalty: 2740.564697
	Iteration 23Q: 3 clusters Score -423725.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -423744.437500 Penalty: 2740.564697
	Iteration 24Q: 3 clusters Score -423744.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -423759.406250 Penalty: 2740.564697
	Iteration 25Q: 3 clusters Score -423759.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -423772.718750 Penalty: 2740.564697
	Iteration 26Q: 3 clusters Score -423772.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -423780.281250 Penalty: 2740.564697
	Iteration 27Q: 3 clusters Score -423780.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -423788.093750 Penalty: 2740.564697
	Iteration 28Q: 3 clusters Score -423788.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -423794.343750 Penalty: 2740.564697
	Iteration 29Q: 3 clusters Score -423794.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -423798.937500 Penalty: 2740.564697
	Iteration 30Q: 3 clusters Score -423798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -423802.031250 Penalty: 2740.564697
	Iteration 31Q: 3 clusters Score -423802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -423803.968750 Penalty: 2740.564697
	Iteration 32Q: 3 clusters Score -423804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -423804.156250 Penalty: 2740.564697
	Iteration 33Q: 3 clusters Score -423804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -423804.156250 Penalty: 2740.564697
	Iteration 34F: 3 clusters Score -423804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Entering Unmasked Estep 
Score: -564548.625000 Penalty: 1418.237671
	Iteration 0F: 2 clusters Score -564548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -559877.312500 Penalty: 2836.475342
	Iteration 0F: 3 clusters Score -559877.3 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -561288.750000 Penalty: 2836.475342
	Iteration 1F: 3 clusters Score -561288.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -561527.062500 Penalty: 2836.475342
	Iteration 2F: 3 clusters Score -561527.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -561761.750000 Penalty: 2836.475342
	Iteration 3F: 3 clusters Score -561761.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -561965.000000 Penalty: 2836.475342
	Iteration 4F: 3 clusters Score -561965 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -562112.250000 Penalty: 2836.475342
	Iteration 5Q: 3 clusters Score -562112.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -562254.187500 Penalty: 2836.475342
	Iteration 6Q: 3 clusters Score -562254.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -562382.125000 Penalty: 2836.475342
	Iteration 7Q: 3 clusters Score -562382.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -562500.125000 Penalty: 2836.475342
	Iteration 8Q: 3 clusters Score -562500.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -562590.750000 Penalty: 2836.475342
	Iteration 9Q: 3 clusters Score -562590.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -562664.500000 Penalty: 2836.475342
	Iteration 10Q: 3 clusters Score -562664.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -562726.375000 Penalty: 2836.475342
	Iteration 11Q: 3 clusters Score -562726.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -562788.312500 Penalty: 2836.475342
	Iteration 12Q: 3 clusters Score -562788.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -562843.937500 Penalty: 2836.475342
	Iteration 13Q: 3 clusters Score -562843.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -562900.125000 Penalty: 2836.475342
	Iteration 14Q: 3 clusters Score -562900.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -562977.937500 Penalty: 2836.475342
	Iteration 15Q: 3 clusters Score -562977.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -563064.937500 Penalty: 2836.475342
	Iteration 16Q: 3 clusters Score -563064.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -563122.312500 Penalty: 2836.475342
	Iteration 17Q: 3 clusters Score -563122.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -563159.000000 Penalty: 2836.475342
	Iteration 18Q: 3 clusters Score -563159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -563182.750000 Penalty: 2836.475342
	Iteration 19Q: 3 clusters Score -563182.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -563199.937500 Penalty: 2836.475342
	Iteration 20F: 3 clusters Score -563199.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -563220.250000 Penalty: 2836.475342
	Iteration 21Q: 3 clusters Score -563220.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -563241.125000 Penalty: 2836.475342
	Iteration 22Q: 3 clusters Score -563241.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -563256.250000 Penalty: 2836.475342
	Iteration 23Q: 3 clusters Score -563256.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -563269.312500 Penalty: 2836.475342
	Iteration 24Q: 3 clusters Score -563269.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -563279.250000 Penalty: 2836.475342
	Iteration 25Q: 3 clusters Score -563279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -563283.625000 Penalty: 2836.475342
	Iteration 26Q: 3 clusters Score -563283.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -563288.187500 Penalty: 2836.475342
	Iteration 27Q: 3 clusters Score -563288.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -563296.562500 Penalty: 2836.475342
	Iteration 28Q: 3 clusters Score -563296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -563298.187500 Penalty: 2836.475342
	Iteration 29Q: 3 clusters Score -563298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -563302.875000 Penalty: 2836.475342
	Iteration 30Q: 3 clusters Score -563302.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -563304.875000 Penalty: 2836.475342
	Iteration 31Q: 3 clusters Score -563304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -563308.187500 Penalty: 2836.475342
	Iteration 32Q: 3 clusters Score -563308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -563309.187500 Penalty: 2836.475342
	Iteration 33Q: 3 clusters Score -563309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -563310.437500 Penalty: 2836.475342
	Iteration 34Q: 3 clusters Score -563310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -563311.500000 Penalty: 2836.475342
	Iteration 35Q: 3 clusters Score -563311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -563316.687500 Penalty: 2836.475342
	Iteration 36Q: 3 clusters Score -563316.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -563320.187500 Penalty: 2836.475342
	Iteration 37Q: 3 clusters Score -563320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -563324.500000 Penalty: 2836.475342
	Iteration 38Q: 3 clusters Score -563324.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -563327.562500 Penalty: 2836.475342
	Iteration 39Q: 3 clusters Score -563327.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -563333.000000 Penalty: 2836.475342
	Iteration 40F: 3 clusters Score -563333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -563340.062500 Penalty: 2836.475342
	Iteration 41Q: 3 clusters Score -563340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -563346.312500 Penalty: 2836.475342
	Iteration 42Q: 3 clusters Score -563346.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -563350.625000 Penalty: 2836.475342
	Iteration 43Q: 3 clusters Score -563350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -563352.750000 Penalty: 2836.475342
	Iteration 44Q: 3 clusters Score -563352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -563356.312500 Penalty: 2836.475342
	Iteration 45Q: 3 clusters Score -563356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -563357.187500 Penalty: 2836.475342
	Iteration 46Q: 3 clusters Score -563357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -563357.500000 Penalty: 2836.475342
	Iteration 47Q: 3 clusters Score -563357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -563357.500000 Penalty: 2836.475342
	Iteration 48F: 3 clusters Score -563357.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -210365.015625 Penalty: 1255.007080
	Iteration 0F: 2 clusters Score -210365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -208111.187500 Penalty: 2510.014160
	Iteration 0F: 3 clusters Score -208111.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -208570.375000 Penalty: 2510.014160
	Iteration 1F: 3 clusters Score -208570.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -208677.437500 Penalty: 2510.014160
	Iteration 2F: 3 clusters Score -208677.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -208755.875000 Penalty: 2510.014160
	Iteration 3Q: 3 clusters Score -208755.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -208836.281250 Penalty: 2510.014160
	Iteration 4Q: 3 clusters Score -208836.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -208927.171875 Penalty: 2510.014160
	Iteration 5Q: 3 clusters Score -208927.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -209032.218750 Penalty: 2510.014160
	Iteration 6Q: 3 clusters Score -209032.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -209187.937500 Penalty: 2510.014160
	Iteration 7Q: 3 clusters Score -209187.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -209362.421875 Penalty: 2510.014160
	Iteration 8F: 3 clusters Score -209362.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -209474.359375 Penalty: 2510.014160
	Iteration 9F: 3 clusters Score -209474.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209544.156250 Penalty: 2510.014160
	Iteration 10Q: 3 clusters Score -209544.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -209615.859375 Penalty: 2510.014160
	Iteration 11Q: 3 clusters Score -209615.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -209662.312500 Penalty: 2510.014160
	Iteration 12Q: 3 clusters Score -209662.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209695.578125 Penalty: 2510.014160
	Iteration 13Q: 3 clusters Score -209695.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -209723.875000 Penalty: 2510.014160
	Iteration 14Q: 3 clusters Score -209723.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209746.171875 Penalty: 2510.014160
	Iteration 15Q: 3 clusters Score -209746.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -209769.218750 Penalty: 2510.014160
	Iteration 16Q: 3 clusters Score -209769.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -209789.203125 Penalty: 2510.014160
	Iteration 17Q: 3 clusters Score -209789.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -209808.843750 Penalty: 2510.014160
	Iteration 18Q: 3 clusters Score -209808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -209827.812500 Penalty: 2510.014160
	Iteration 19Q: 3 clusters Score -209827.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -209848.968750 Penalty: 2510.014160
	Iteration 20F: 3 clusters Score -209849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -209861.906250 Penalty: 2510.014160
	Iteration 21Q: 3 clusters Score -209861.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -209884.656250 Penalty: 2510.014160
	Iteration 22Q: 3 clusters Score -209884.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -209900.078125 Penalty: 2510.014160
	Iteration 23Q: 3 clusters Score -209900.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -209920.125000 Penalty: 2510.014160
	Iteration 24Q: 3 clusters Score -209920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -209945.562500 Penalty: 2510.014160
	Iteration 25Q: 3 clusters Score -209945.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -209959.781250 Penalty: 2510.014160
	Iteration 26Q: 3 clusters Score -209959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -209971.609375 Penalty: 2510.014160
	Iteration 27Q: 3 clusters Score -209971.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -209978.046875 Penalty: 2510.014160
	Iteration 28Q: 3 clusters Score -209978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -209986.812500 Penalty: 2510.014160
	Iteration 29Q: 3 clusters Score -209986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -209998.687500 Penalty: 2510.014160
	Iteration 30Q: 3 clusters Score -209998.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -210012.968750 Penalty: 2510.014160
	Iteration 31Q: 3 clusters Score -210013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -210028.390625 Penalty: 2510.014160
	Iteration 32Q: 3 clusters Score -210028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -210050.906250 Penalty: 2510.014160
	Iteration 33Q: 3 clusters Score -210050.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -210066.515625 Penalty: 2510.014160
	Iteration 34Q: 3 clusters Score -210066.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -210080.656250 Penalty: 2510.014160
	Iteration 35Q: 3 clusters Score -210080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -210090.984375 Penalty: 2510.014160
	Iteration 36Q: 3 clusters Score -210091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -210097.171875 Penalty: 2510.014160
	Iteration 37Q: 3 clusters Score -210097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -210100.890625 Penalty: 2510.014160
	Iteration 38Q: 3 clusters Score -210100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -210103.406250 Penalty: 2510.014160
	Iteration 39Q: 3 clusters Score -210103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -210104.015625 Penalty: 2510.014160
	Iteration 40F: 3 clusters Score -210104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -210106.078125 Penalty: 2510.014160
	Iteration 41Q: 3 clusters Score -210106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -210106.828125 Penalty: 2510.014160
	Iteration 42Q: 3 clusters Score -210106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -210108.640625 Penalty: 2510.014160
	Iteration 43Q: 3 clusters Score -210108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -210111.765625 Penalty: 2510.014160
	Iteration 44Q: 3 clusters Score -210111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -210117.359375 Penalty: 2510.014160
	Iteration 45Q: 3 clusters Score -210117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -210119.953125 Penalty: 2510.014160
	Iteration 46Q: 3 clusters Score -210120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -210120.000000 Penalty: 2510.014160
	Iteration 47Q: 3 clusters Score -210120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -210121.937500 Penalty: 2510.014160
	Iteration 48Q: 3 clusters Score -210121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -210122.125000 Penalty: 2510.014160
	Iteration 49Q: 3 clusters Score -210122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -210123.359375 Penalty: 2510.014160
	Iteration 50Q: 3 clusters Score -210123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -210124.296875 Penalty: 2510.014160
	Iteration 51Q: 3 clusters Score -210124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -210126.218750 Penalty: 2510.014160
	Iteration 52Q: 3 clusters Score -210126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -210127.859375 Penalty: 2510.014160
	Iteration 53Q: 3 clusters Score -210127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -210129.140625 Penalty: 2510.014160
	Iteration 54Q: 3 clusters Score -210129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -210130.359375 Penalty: 2510.014160
	Iteration 55Q: 3 clusters Score -210130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -210130.656250 Penalty: 2510.014160
	Iteration 56Q: 3 clusters Score -210130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -210131.250000 Penalty: 2510.014160
	Iteration 57Q: 3 clusters Score -210131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -210131.250000 Penalty: 2510.014160
	Iteration 58F: 3 clusters Score -210131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Entering Unmasked Estep 
Score: -3899478.250000 Penalty: 1724.664429
	Iteration 0F: 2 clusters Score -3899478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3875496.750000 Penalty: 3449.328857
	Iteration 0F: 3 clusters Score -3875497 nChanged 18943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3885935.750000 Penalty: 3449.328857
	Iteration 1F: 3 clusters Score -3885936 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3886407.250000 Penalty: 3449.328857
	Iteration 2Q: 3 clusters Score -3886407 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3886970.500000 Penalty: 3449.328857
	Iteration 3Q: 3 clusters Score -3886970 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3887793.250000 Penalty: 3449.328857
	Iteration 4Q: 3 clusters Score -3887793 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3889052.000000 Penalty: 3449.328857
	Iteration 5F: 3 clusters Score -3889052 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3890960.750000 Penalty: 3449.328857
	Iteration 6F: 3 clusters Score -3890961 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3893433.500000 Penalty: 3449.328857
	Iteration 7F: 3 clusters Score -3893434 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3895358.250000 Penalty: 3449.328857
	Iteration 8F: 3 clusters Score -3895358 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3896344.250000 Penalty: 3449.328857
	Iteration 9Q: 3 clusters Score -3896344 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3896851.250000 Penalty: 3449.328857
	Iteration 10Q: 3 clusters Score -3896851 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3897147.000000 Penalty: 3449.328857
	Iteration 11Q: 3 clusters Score -3897147 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3897383.750000 Penalty: 3449.328857
	Iteration 12Q: 3 clusters Score -3897384 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3897535.500000 Penalty: 3449.328857
	Iteration 13Q: 3 clusters Score -3897536 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3897622.250000 Penalty: 3449.328857
	Iteration 14Q: 3 clusters Score -3897622 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3897726.500000 Penalty: 3449.328857
	Iteration 15Q: 3 clusters Score -3897726 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3897800.000000 Penalty: 3449.328857
	Iteration 16Q: 3 clusters Score -3897800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3897811.750000 Penalty: 3449.328857
	Iteration 17Q: 3 clusters Score -3897812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3897853.750000 Penalty: 3449.328857
	Iteration 18Q: 3 clusters Score -3897854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3897892.750000 Penalty: 3449.328857
	Iteration 19Q: 3 clusters Score -3897893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3897907.750000 Penalty: 3449.328857
	Iteration 20F: 3 clusters Score -3897908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3897922.750000 Penalty: 3449.328857
	Iteration 21Q: 3 clusters Score -3897923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3897933.250000 Penalty: 3449.328857
	Iteration 22Q: 3 clusters Score -3897933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3897941.250000 Penalty: 3449.328857
	Iteration 23Q: 3 clusters Score -3897941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3897951.500000 Penalty: 3449.328857
	Iteration 24Q: 3 clusters Score -3897952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3897958.250000 Penalty: 3449.328857
	Iteration 25Q: 3 clusters Score -3897958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3897962.750000 Penalty: 3449.328857
	Iteration 26Q: 3 clusters Score -3897963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3897963.500000 Penalty: 3449.328857
	Iteration 27Q: 3 clusters Score -3897964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3897963.500000 Penalty: 3449.328857
	Iteration 28F: 3 clusters Score -3897964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -139323.687500 Penalty: 1194.563232
	Iteration 0F: 2 clusters Score -139323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137531.578125 Penalty: 2389.126465
	Iteration 0F: 3 clusters Score -137531.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -137920.796875 Penalty: 2389.126465
	Iteration 1F: 3 clusters Score -137920.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -138013.375000 Penalty: 2389.126465
	Iteration 2F: 3 clusters Score -138013.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138071.109375 Penalty: 2389.126465
	Iteration 3Q: 3 clusters Score -138071.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138122.046875 Penalty: 2389.126465
	Iteration 4Q: 3 clusters Score -138122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -138197.406250 Penalty: 2389.126465
	Iteration 5Q: 3 clusters Score -138197.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -138339.375000 Penalty: 2389.126465
	Iteration 6Q: 3 clusters Score -138339.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -138578.203125 Penalty: 2389.126465
	Iteration 7F: 3 clusters Score -138578.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -138760.437500 Penalty: 2389.126465
	Iteration 8F: 3 clusters Score -138760.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -138865.812500 Penalty: 2389.126465
	Iteration 9Q: 3 clusters Score -138865.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138918.156250 Penalty: 2389.126465
	Iteration 10Q: 3 clusters Score -138918.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138957.578125 Penalty: 2389.126465
	Iteration 11Q: 3 clusters Score -138957.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138987.625000 Penalty: 2389.126465
	Iteration 12Q: 3 clusters Score -138987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139013.546875 Penalty: 2389.126465
	Iteration 13Q: 3 clusters Score -139013.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -139023.375000 Penalty: 2389.126465
	Iteration 14Q: 3 clusters Score -139023.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139030.421875 Penalty: 2389.126465
	Iteration 15Q: 3 clusters Score -139030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139035.000000 Penalty: 2389.126465
	Iteration 16Q: 3 clusters Score -139035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139036.515625 Penalty: 2389.126465
	Iteration 17Q: 3 clusters Score -139036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139036.515625 Penalty: 2389.126465
	Iteration 18F: 3 clusters Score -139036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Entering Unmasked Estep 
Score: -2561016.500000 Penalty: 1652.044678
	Iteration 0F: 2 clusters Score -2561016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2544313.500000 Penalty: 3304.089355
	Iteration 0F: 3 clusters Score -2544314 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2550998.750000 Penalty: 3304.089355
	Iteration 1F: 3 clusters Score -2550999 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2551437.000000 Penalty: 3304.089355
	Iteration 2Q: 3 clusters Score -2551437 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2551896.500000 Penalty: 3304.089355
	Iteration 3Q: 3 clusters Score -2551896 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2552457.000000 Penalty: 3304.089355
	Iteration 4Q: 3 clusters Score -2552457 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2553241.250000 Penalty: 3304.089355
	Iteration 5Q: 3 clusters Score -2553241 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2554338.000000 Penalty: 3304.089355
	Iteration 6F: 3 clusters Score -2554338 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2555561.250000 Penalty: 3304.089355
	Iteration 7F: 3 clusters Score -2555561 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2556712.250000 Penalty: 3304.089355
	Iteration 8F: 3 clusters Score -2556712 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2557539.750000 Penalty: 3304.089355
	Iteration 9Q: 3 clusters Score -2557540 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2558088.250000 Penalty: 3304.089355
	Iteration 10Q: 3 clusters Score -2558088 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2558424.000000 Penalty: 3304.089355
	Iteration 11Q: 3 clusters Score -2558424 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2558612.000000 Penalty: 3304.089355
	Iteration 12Q: 3 clusters Score -2558612 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2558750.250000 Penalty: 3304.089355
	Iteration 13Q: 3 clusters Score -2558750 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2558867.500000 Penalty: 3304.089355
	Iteration 14Q: 3 clusters Score -2558868 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2558949.500000 Penalty: 3304.089355
	Iteration 15Q: 3 clusters Score -2558950 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2559020.750000 Penalty: 3304.089355
	Iteration 16Q: 3 clusters Score -2559021 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2559110.250000 Penalty: 3304.089355
	Iteration 17Q: 3 clusters Score -2559110 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2559174.750000 Penalty: 3304.089355
	Iteration 18Q: 3 clusters Score -2559175 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2559268.750000 Penalty: 3304.089355
	Iteration 19Q: 3 clusters Score -2559269 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2559343.750000 Penalty: 3304.089355
	Iteration 20F: 3 clusters Score -2559344 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2559413.500000 Penalty: 3304.089355
	Iteration 21Q: 3 clusters Score -2559414 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2559488.250000 Penalty: 3304.089355
	Iteration 22Q: 3 clusters Score -2559488 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2559537.000000 Penalty: 3304.089355
	Iteration 23Q: 3 clusters Score -2559537 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2559563.750000 Penalty: 3304.089355
	Iteration 24Q: 3 clusters Score -2559564 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2559593.750000 Penalty: 3304.089355
	Iteration 25Q: 3 clusters Score -2559594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2559619.000000 Penalty: 3304.089355
	Iteration 26Q: 3 clusters Score -2559619 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2559645.500000 Penalty: 3304.089355
	Iteration 27Q: 3 clusters Score -2559646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2559661.250000 Penalty: 3304.089355
	Iteration 28Q: 3 clusters Score -2559661 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2559674.750000 Penalty: 3304.089355
	Iteration 29Q: 3 clusters Score -2559675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2559681.250000 Penalty: 3304.089355
	Iteration 30Q: 3 clusters Score -2559681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2559695.000000 Penalty: 3304.089355
	Iteration 31Q: 3 clusters Score -2559695 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2559699.500000 Penalty: 3304.089355
	Iteration 32Q: 3 clusters Score -2559700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2559708.250000 Penalty: 3304.089355
	Iteration 33Q: 3 clusters Score -2559708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2559718.500000 Penalty: 3304.089355
	Iteration 34Q: 3 clusters Score -2559718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2559723.250000 Penalty: 3304.089355
	Iteration 35Q: 3 clusters Score -2559723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2559721.750000 Penalty: 3304.089355
	Iteration 36Q: 3 clusters Score -2559722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2559724.250000 Penalty: 3304.089355
	Iteration 37Q: 3 clusters Score -2559724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2559723.750000 Penalty: 3304.089355
	Iteration 38Q: 3 clusters Score -2559724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2559719.500000 Penalty: 3304.089355
	Iteration 39Q: 3 clusters Score -2559720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2559724.000000 Penalty: 3304.089355
	Iteration 40F: 3 clusters Score -2559724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2559729.750000 Penalty: 3304.089355
	Iteration 41Q: 3 clusters Score -2559730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2559721.750000 Penalty: 3304.089355
	Iteration 42Q: 3 clusters Score -2559722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2559731.250000 Penalty: 3304.089355
	Iteration 43Q: 3 clusters Score -2559731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2559731.000000 Penalty: 3304.089355
	Iteration 44Q: 3 clusters Score -2559731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2559728.750000 Penalty: 3304.089355
	Iteration 45Q: 3 clusters Score -2559729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2559724.750000 Penalty: 3304.089355
	Iteration 46Q: 3 clusters Score -2559725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2559724.750000 Penalty: 3304.089355
	Iteration 47Q: 3 clusters Score -2559725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2559723.500000 Penalty: 3304.089355
	Iteration 48Q: 3 clusters Score -2559724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2559724.750000 Penalty: 3304.089355
	Iteration 49Q: 3 clusters Score -2559725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2559724.250000 Penalty: 3304.089355
	Iteration 50Q: 3 clusters Score -2559724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2559724.250000 Penalty: 3304.089355
	Iteration 51Q: 3 clusters Score -2559724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2559724.750000 Penalty: 3304.089355
	Iteration 52Q: 3 clusters Score -2559725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2559729.750000 Penalty: 3304.089355
	Iteration 53Q: 3 clusters Score -2559730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2559730.000000 Penalty: 3304.089355
	Iteration 54Q: 3 clusters Score -2559730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2559730.250000 Penalty: 3304.089355
	Iteration 55Q: 3 clusters Score -2559730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2559731.000000 Penalty: 3304.089355
	Iteration 56Q: 3 clusters Score -2559731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2559730.250000 Penalty: 3304.089355
	Iteration 57Q: 3 clusters Score -2559730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2559727.250000 Penalty: 3304.089355
	Iteration 58Q: 3 clusters Score -2559727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2559728.000000 Penalty: 3304.089355
	Iteration 59Q: 3 clusters Score -2559728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2559726.500000 Penalty: 3304.089355
	Iteration 60F: 3 clusters Score -2559726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2559723.250000 Penalty: 3304.089355
	Iteration 61Q: 3 clusters Score -2559723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2559724.250000 Penalty: 3304.089355
	Iteration 62Q: 3 clusters Score -2559724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2559721.250000 Penalty: 3304.089355
	Iteration 63Q: 3 clusters Score -2559721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2559725.000000 Penalty: 3304.089355
	Iteration 64Q: 3 clusters Score -2559725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2559726.250000 Penalty: 3304.089355
	Iteration 65Q: 3 clusters Score -2559726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2559727.250000 Penalty: 3304.089355
	Iteration 66Q: 3 clusters Score -2559727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2559727.250000 Penalty: 3304.089355
	Iteration 67F: 3 clusters Score -2559727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -171542.796875 Penalty: 1227.153198
	Iteration 0F: 2 clusters Score -171542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169499.984375 Penalty: 2454.306396
	Iteration 0F: 3 clusters Score -169500 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -170039.484375 Penalty: 2454.306396
	Iteration 1F: 3 clusters Score -170039.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -170289.343750 Penalty: 2454.306396
	Iteration 2F: 3 clusters Score -170289.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -170505.765625 Penalty: 2454.306396
	Iteration 3F: 3 clusters Score -170505.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -170743.484375 Penalty: 2454.306396
	Iteration 4F: 3 clusters Score -170743.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -171083.656250 Penalty: 2454.306396
	Iteration 5F: 3 clusters Score -171083.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -171400.937500 Penalty: 2454.306396
	Iteration 6F: 3 clusters Score -171400.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -171605.671875 Penalty: 2454.306396
	Iteration 7F: 3 clusters Score -171605.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -171687.328125 Penalty: 2454.306396
	Iteration 8Q: 3 clusters Score -171687.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -171708.562500 Penalty: 2454.306396
	Iteration 9Q: 3 clusters Score -171708.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -171718.015625 Penalty: 2454.306396
	Iteration 10Q: 3 clusters Score -171718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -171720.156250 Penalty: 2454.306396
	Iteration 11Q: 3 clusters Score -171720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -171720.750000 Penalty: 2454.306396
	Iteration 12Q: 3 clusters Score -171720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -171720.750000 Penalty: 2454.306396
	Iteration 13F: 3 clusters Score -171720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 38528 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 34906 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 30081 members 
Mstep: Class 9 contains 24489 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 19312 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40673 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26015 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 7132 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 42894 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 1891 members 
Mstep: Class 29 contains 5165 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1534 members 
Mstep: Class 32 contains 1946 members 
Mstep: Class 33 contains 45604 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30671 members 
Mstep: Class 37 contains 21972 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 34074 members 
Mstep: Class 40 contains 3209 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
Score: -49768048.000000 Penalty: 92275.320312
Splitting cluster 19 changes total score from -49768868.000000 to -49768048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -602094.625000 Penalty: 1441.254395
	Iteration 0F: 2 clusters Score -602094.6 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 3563 members 
Entering Unmasked Estep 
Score: -596813.375000 Penalty: 2882.508789
	Iteration 0F: 3 clusters Score -596813.4 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -598509.937500 Penalty: 2882.508789
	Iteration 1F: 3 clusters Score -598509.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -598797.562500 Penalty: 2882.508789
	Iteration 2F: 3 clusters Score -598797.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -598992.875000 Penalty: 2882.508789
	Iteration 3F: 3 clusters Score -598992.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -599149.750000 Penalty: 2882.508789
	Iteration 4Q: 3 clusters Score -599149.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -599299.625000 Penalty: 2882.508789
	Iteration 5Q: 3 clusters Score -599299.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -599431.625000 Penalty: 2882.508789
	Iteration 6Q: 3 clusters Score -599431.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -599535.937500 Penalty: 2882.508789
	Iteration 7Q: 3 clusters Score -599535.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -599631.000000 Penalty: 2882.508789
	Iteration 8Q: 3 clusters Score -599631 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -599743.187500 Penalty: 2882.508789
	Iteration 9Q: 3 clusters Score -599743.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -599889.937500 Penalty: 2882.508789
	Iteration 10Q: 3 clusters Score -599889.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -600045.312500 Penalty: 2882.508789
	Iteration 11Q: 3 clusters Score -600045.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -600222.000000 Penalty: 2882.508789
	Iteration 12Q: 3 clusters Score -600222 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -600408.500000 Penalty: 2882.508789
	Iteration 13Q: 3 clusters Score -600408.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -600604.812500 Penalty: 2882.508789
	Iteration 14Q: 3 clusters Score -600604.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -600739.437500 Penalty: 2882.508789
	Iteration 15Q: 3 clusters Score -600739.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -600822.125000 Penalty: 2882.508789
	Iteration 16Q: 3 clusters Score -600822.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -600870.687500 Penalty: 2882.508789
	Iteration 17Q: 3 clusters Score -600870.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -600903.125000 Penalty: 2882.508789
	Iteration 18Q: 3 clusters Score -600903.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -600930.000000 Penalty: 2882.508789
	Iteration 19Q: 3 clusters Score -600930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -600952.562500 Penalty: 2882.508789
	Iteration 20F: 3 clusters Score -600952.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -600973.062500 Penalty: 2882.508789
	Iteration 21Q: 3 clusters Score -600973.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -600989.000000 Penalty: 2882.508789
	Iteration 22Q: 3 clusters Score -600989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -601006.250000 Penalty: 2882.508789
	Iteration 23Q: 3 clusters Score -601006.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -601024.125000 Penalty: 2882.508789
	Iteration 24Q: 3 clusters Score -601024.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -601044.187500 Penalty: 2882.508789
	Iteration 25Q: 3 clusters Score -601044.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -601066.812500 Penalty: 2882.508789
	Iteration 26Q: 3 clusters Score -601066.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -601093.312500 Penalty: 2882.508789
	Iteration 27Q: 3 clusters Score -601093.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -601114.250000 Penalty: 2882.508789
	Iteration 28Q: 3 clusters Score -601114.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -601137.250000 Penalty: 2882.508789
	Iteration 29Q: 3 clusters Score -601137.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -601169.437500 Penalty: 2882.508789
	Iteration 30Q: 3 clusters Score -601169.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -601200.437500 Penalty: 2882.508789
	Iteration 31Q: 3 clusters Score -601200.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -601227.312500 Penalty: 2882.508789
	Iteration 32Q: 3 clusters Score -601227.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -601254.187500 Penalty: 2882.508789
	Iteration 33Q: 3 clusters Score -601254.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -601281.875000 Penalty: 2882.508789
	Iteration 34Q: 3 clusters Score -601281.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -601313.562500 Penalty: 2882.508789
	Iteration 35Q: 3 clusters Score -601313.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -601341.562500 Penalty: 2882.508789
	Iteration 36Q: 3 clusters Score -601341.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -601362.375000 Penalty: 2882.508789
	Iteration 37Q: 3 clusters Score -601362.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -601384.250000 Penalty: 2882.508789
	Iteration 38Q: 3 clusters Score -601384.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -601399.062500 Penalty: 2882.508789
	Iteration 39Q: 3 clusters Score -601399.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -601416.000000 Penalty: 2882.508789
	Iteration 40F: 3 clusters Score -601416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -601428.687500 Penalty: 2882.508789
	Iteration 41Q: 3 clusters Score -601428.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -601446.250000 Penalty: 2882.508789
	Iteration 42Q: 3 clusters Score -601446.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -601459.562500 Penalty: 2882.508789
	Iteration 43Q: 3 clusters Score -601459.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -601473.312500 Penalty: 2882.508789
	Iteration 44Q: 3 clusters Score -601473.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -601485.000000 Penalty: 2882.508789
	Iteration 45Q: 3 clusters Score -601485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -601491.062500 Penalty: 2882.508789
	Iteration 46Q: 3 clusters Score -601491.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -601498.312500 Penalty: 2882.508789
	Iteration 47Q: 3 clusters Score -601498.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -601502.937500 Penalty: 2882.508789
	Iteration 48Q: 3 clusters Score -601502.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -601509.125000 Penalty: 2882.508789
	Iteration 49Q: 3 clusters Score -601509.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -601511.375000 Penalty: 2882.508789
	Iteration 50Q: 3 clusters Score -601511.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -601521.000000 Penalty: 2882.508789
	Iteration 51Q: 3 clusters Score -601521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -601532.375000 Penalty: 2882.508789
	Iteration 52Q: 3 clusters Score -601532.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -601543.562500 Penalty: 2882.508789
	Iteration 53Q: 3 clusters Score -601543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -601551.750000 Penalty: 2882.508789
	Iteration 54Q: 3 clusters Score -601551.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -601554.375000 Penalty: 2882.508789
	Iteration 55Q: 3 clusters Score -601554.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -601559.000000 Penalty: 2882.508789
	Iteration 56Q: 3 clusters Score -601559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -601564.437500 Penalty: 2882.508789
	Iteration 57Q: 3 clusters Score -601564.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -601576.187500 Penalty: 2882.508789
	Iteration 58Q: 3 clusters Score -601576.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -601589.187500 Penalty: 2882.508789
	Iteration 59Q: 3 clusters Score -601589.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -601597.562500 Penalty: 2882.508789
	Iteration 60F: 3 clusters Score -601597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -601605.937500 Penalty: 2882.508789
	Iteration 61Q: 3 clusters Score -601605.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -601610.937500 Penalty: 2882.508789
	Iteration 62Q: 3 clusters Score -601610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -601613.312500 Penalty: 2882.508789
	Iteration 63Q: 3 clusters Score -601613.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -601618.687500 Penalty: 2882.508789
	Iteration 64Q: 3 clusters Score -601618.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -601623.062500 Penalty: 2882.508789
	Iteration 65Q: 3 clusters Score -601623.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -601625.000000 Penalty: 2882.508789
	Iteration 66Q: 3 clusters Score -601625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -601627.000000 Penalty: 2882.508789
	Iteration 67Q: 3 clusters Score -601627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -601627.812500 Penalty: 2882.508789
	Iteration 68Q: 3 clusters Score -601627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -601627.812500 Penalty: 2882.508789
	Iteration 69F: 3 clusters Score -601627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -562134.812500 Penalty: 1414.022827
	Iteration 0F: 2 clusters Score -562134.8 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 2988 members 
Entering Unmasked Estep 
Score: -557561.437500 Penalty: 2828.045654
	Iteration 0F: 3 clusters Score -557561.4 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -559173.375000 Penalty: 2828.045654
	Iteration 1F: 3 clusters Score -559173.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -559599.625000 Penalty: 2828.045654
	Iteration 2F: 3 clusters Score -559599.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -559961.875000 Penalty: 2828.045654
	Iteration 3F: 3 clusters Score -559961.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -560238.000000 Penalty: 2828.045654
	Iteration 4F: 3 clusters Score -560238 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -560450.187500 Penalty: 2828.045654
	Iteration 5F: 3 clusters Score -560450.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -560610.562500 Penalty: 2828.045654
	Iteration 6Q: 3 clusters Score -560610.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -560773.125000 Penalty: 2828.045654
	Iteration 7Q: 3 clusters Score -560773.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -560954.187500 Penalty: 2828.045654
	Iteration 8Q: 3 clusters Score -560954.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -561154.187500 Penalty: 2828.045654
	Iteration 9Q: 3 clusters Score -561154.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -561317.187500 Penalty: 2828.045654
	Iteration 10Q: 3 clusters Score -561317.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -561446.625000 Penalty: 2828.045654
	Iteration 11Q: 3 clusters Score -561446.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -561555.187500 Penalty: 2828.045654
	Iteration 12Q: 3 clusters Score -561555.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -561628.062500 Penalty: 2828.045654
	Iteration 13Q: 3 clusters Score -561628.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -561673.375000 Penalty: 2828.045654
	Iteration 14Q: 3 clusters Score -561673.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -561693.750000 Penalty: 2828.045654
	Iteration 15Q: 3 clusters Score -561693.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -561708.625000 Penalty: 2828.045654
	Iteration 16Q: 3 clusters Score -561708.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -561715.500000 Penalty: 2828.045654
	Iteration 17Q: 3 clusters Score -561715.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -561718.625000 Penalty: 2828.045654
	Iteration 18Q: 3 clusters Score -561718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -561720.812500 Penalty: 2828.045654
	Iteration 19Q: 3 clusters Score -561720.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -561721.750000 Penalty: 2828.045654
	Iteration 20F: 3 clusters Score -561721.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -561724.000000 Penalty: 2828.045654
	Iteration 21Q: 3 clusters Score -561724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -561725.250000 Penalty: 2828.045654
	Iteration 22Q: 3 clusters Score -561725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -561726.687500 Penalty: 2828.045654
	Iteration 23Q: 3 clusters Score -561726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -561727.937500 Penalty: 2828.045654
	Iteration 24Q: 3 clusters Score -561727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -561726.937500 Penalty: 2828.045654
	Iteration 25Q: 3 clusters Score -561726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -561727.000000 Penalty: 2828.045654
	Iteration 26Q: 3 clusters Score -561727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -561727.312500 Penalty: 2828.045654
	Iteration 27Q: 3 clusters Score -561727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -561727.000000 Penalty: 2828.045654
	Iteration 28Q: 3 clusters Score -561727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -561727.000000 Penalty: 2828.045654
	Iteration 29F: 3 clusters Score -561727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Entering Unmasked Estep 
Score: -437680.062500 Penalty: 1379.629517
	Iteration 0F: 2 clusters Score -437680.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -433834.500000 Penalty: 2759.259033
	Iteration 0F: 3 clusters Score -433834.5 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -434843.968750 Penalty: 2759.259033
	Iteration 1F: 3 clusters Score -434844 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -435024.500000 Penalty: 2759.259033
	Iteration 2F: 3 clusters Score -435024.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -435134.718750 Penalty: 2759.259033
	Iteration 3Q: 3 clusters Score -435134.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -435204.531250 Penalty: 2759.259033
	Iteration 4Q: 3 clusters Score -435204.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -435255.375000 Penalty: 2759.259033
	Iteration 5Q: 3 clusters Score -435255.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -435288.375000 Penalty: 2759.259033
	Iteration 6Q: 3 clusters Score -435288.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -435315.250000 Penalty: 2759.259033
	Iteration 7Q: 3 clusters Score -435315.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -435338.906250 Penalty: 2759.259033
	Iteration 8Q: 3 clusters Score -435338.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -435360.281250 Penalty: 2759.259033
	Iteration 9Q: 3 clusters Score -435360.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -435386.218750 Penalty: 2759.259033
	Iteration 10Q: 3 clusters Score -435386.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -435407.500000 Penalty: 2759.259033
	Iteration 11Q: 3 clusters Score -435407.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -435427.343750 Penalty: 2759.259033
	Iteration 12Q: 3 clusters Score -435427.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -435443.593750 Penalty: 2759.259033
	Iteration 13Q: 3 clusters Score -435443.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -435465.562500 Penalty: 2759.259033
	Iteration 14Q: 3 clusters Score -435465.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -435494.875000 Penalty: 2759.259033
	Iteration 15Q: 3 clusters Score -435494.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -435525.562500 Penalty: 2759.259033
	Iteration 16Q: 3 clusters Score -435525.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -435561.656250 Penalty: 2759.259033
	Iteration 17Q: 3 clusters Score -435561.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -435595.656250 Penalty: 2759.259033
	Iteration 18Q: 3 clusters Score -435595.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -435636.250000 Penalty: 2759.259033
	Iteration 19Q: 3 clusters Score -435636.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -435694.125000 Penalty: 2759.259033
	Iteration 20F: 3 clusters Score -435694.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -435769.718750 Penalty: 2759.259033
	Iteration 21Q: 3 clusters Score -435769.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -435863.625000 Penalty: 2759.259033
	Iteration 22Q: 3 clusters Score -435863.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -435945.406250 Penalty: 2759.259033
	Iteration 23Q: 3 clusters Score -435945.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -436037.375000 Penalty: 2759.259033
	Iteration 24Q: 3 clusters Score -436037.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -436133.500000 Penalty: 2759.259033
	Iteration 25Q: 3 clusters Score -436133.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -436222.250000 Penalty: 2759.259033
	Iteration 26Q: 3 clusters Score -436222.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -436311.125000 Penalty: 2759.259033
	Iteration 27Q: 3 clusters Score -436311.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -436376.406250 Penalty: 2759.259033
	Iteration 28Q: 3 clusters Score -436376.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -436425.906250 Penalty: 2759.259033
	Iteration 29Q: 3 clusters Score -436425.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -436463.093750 Penalty: 2759.259033
	Iteration 30Q: 3 clusters Score -436463.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -436496.843750 Penalty: 2759.259033
	Iteration 31Q: 3 clusters Score -436496.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -436521.187500 Penalty: 2759.259033
	Iteration 32Q: 3 clusters Score -436521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -436534.875000 Penalty: 2759.259033
	Iteration 33Q: 3 clusters Score -436534.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -436549.875000 Penalty: 2759.259033
	Iteration 34Q: 3 clusters Score -436549.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -436559.531250 Penalty: 2759.259033
	Iteration 35Q: 3 clusters Score -436559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -436564.187500 Penalty: 2759.259033
	Iteration 36Q: 3 clusters Score -436564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -436571.000000 Penalty: 2759.259033
	Iteration 37Q: 3 clusters Score -436571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -436574.812500 Penalty: 2759.259033
	Iteration 38Q: 3 clusters Score -436574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -436583.125000 Penalty: 2759.259033
	Iteration 39Q: 3 clusters Score -436583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -436587.000000 Penalty: 2759.259033
	Iteration 40F: 3 clusters Score -436587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -436589.468750 Penalty: 2759.259033
	Iteration 41Q: 3 clusters Score -436589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -436591.937500 Penalty: 2759.259033
	Iteration 42Q: 3 clusters Score -436591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -436593.625000 Penalty: 2759.259033
	Iteration 43Q: 3 clusters Score -436593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -436595.437500 Penalty: 2759.259033
	Iteration 44Q: 3 clusters Score -436595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -436595.562500 Penalty: 2759.259033
	Iteration 45Q: 3 clusters Score -436595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -436598.031250 Penalty: 2759.259033
	Iteration 46Q: 3 clusters Score -436598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -436600.468750 Penalty: 2759.259033
	Iteration 47Q: 3 clusters Score -436600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -436601.625000 Penalty: 2759.259033
	Iteration 48Q: 3 clusters Score -436601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -436603.281250 Penalty: 2759.259033
	Iteration 49Q: 3 clusters Score -436603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -436603.281250 Penalty: 2759.259033
	Iteration 50F: 3 clusters Score -436603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Entering Unmasked Estep 
Score: -654090.000000 Penalty: 1441.756348
	Iteration 0F: 2 clusters Score -654090 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 3531 members 
Entering Unmasked Estep 
Score: -648740.250000 Penalty: 2883.512695
	Iteration 0F: 3 clusters Score -648740.2 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -650504.687500 Penalty: 2883.512695
	Iteration 1F: 3 clusters Score -650504.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -650811.750000 Penalty: 2883.512695
	Iteration 2F: 3 clusters Score -650811.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -651029.125000 Penalty: 2883.512695
	Iteration 3F: 3 clusters Score -651029.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -651204.500000 Penalty: 2883.512695
	Iteration 4Q: 3 clusters Score -651204.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -651396.375000 Penalty: 2883.512695
	Iteration 5Q: 3 clusters Score -651396.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -651630.562500 Penalty: 2883.512695
	Iteration 6Q: 3 clusters Score -651630.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -651892.375000 Penalty: 2883.512695
	Iteration 7Q: 3 clusters Score -651892.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -652146.187500 Penalty: 2883.512695
	Iteration 8Q: 3 clusters Score -652146.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -652444.125000 Penalty: 2883.512695
	Iteration 9Q: 3 clusters Score -652444.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -652738.687500 Penalty: 2883.512695
	Iteration 10Q: 3 clusters Score -652738.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -652988.625000 Penalty: 2883.512695
	Iteration 11Q: 3 clusters Score -652988.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -653186.750000 Penalty: 2883.512695
	Iteration 12Q: 3 clusters Score -653186.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -653341.937500 Penalty: 2883.512695
	Iteration 13Q: 3 clusters Score -653341.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -653446.375000 Penalty: 2883.512695
	Iteration 14Q: 3 clusters Score -653446.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -653495.500000 Penalty: 2883.512695
	Iteration 15Q: 3 clusters Score -653495.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -653526.437500 Penalty: 2883.512695
	Iteration 16Q: 3 clusters Score -653526.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -653544.937500 Penalty: 2883.512695
	Iteration 17Q: 3 clusters Score -653544.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -653555.937500 Penalty: 2883.512695
	Iteration 18Q: 3 clusters Score -653555.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -653565.125000 Penalty: 2883.512695
	Iteration 19Q: 3 clusters Score -653565.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -653569.312500 Penalty: 2883.512695
	Iteration 20F: 3 clusters Score -653569.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -653575.062500 Penalty: 2883.512695
	Iteration 21Q: 3 clusters Score -653575.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -653578.000000 Penalty: 2883.512695
	Iteration 22Q: 3 clusters Score -653578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -653581.437500 Penalty: 2883.512695
	Iteration 23Q: 3 clusters Score -653581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -653583.000000 Penalty: 2883.512695
	Iteration 24Q: 3 clusters Score -653583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -653586.437500 Penalty: 2883.512695
	Iteration 25Q: 3 clusters Score -653586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -653585.812500 Penalty: 2883.512695
	Iteration 26Q: 3 clusters Score -653585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -653587.125000 Penalty: 2883.512695
	Iteration 27Q: 3 clusters Score -653587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -653587.625000 Penalty: 2883.512695
	Iteration 28Q: 3 clusters Score -653587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -653587.250000 Penalty: 2883.512695
	Iteration 29Q: 3 clusters Score -653587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -653587.062500 Penalty: 2883.512695
	Iteration 30Q: 3 clusters Score -653587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -653587.812500 Penalty: 2883.512695
	Iteration 31Q: 3 clusters Score -653587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -653587.812500 Penalty: 2883.512695
	Iteration 32F: 3 clusters Score -653587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1221344.625000 Penalty: 1534.042358
	Iteration 0F: 2 clusters Score -1221345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1212484.500000 Penalty: 3068.084717
	Iteration 0F: 3 clusters Score -1212484 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1215303.625000 Penalty: 3068.084717
	Iteration 1F: 3 clusters Score -1215304 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1215587.500000 Penalty: 3068.084717
	Iteration 2F: 3 clusters Score -1215588 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1215864.250000 Penalty: 3068.084717
	Iteration 3F: 3 clusters Score -1215864 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1216135.500000 Penalty: 3068.084717
	Iteration 4Q: 3 clusters Score -1216136 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1216391.375000 Penalty: 3068.084717
	Iteration 5Q: 3 clusters Score -1216391 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1216636.125000 Penalty: 3068.084717
	Iteration 6Q: 3 clusters Score -1216636 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1216894.250000 Penalty: 3068.084717
	Iteration 7Q: 3 clusters Score -1216894 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1217217.875000 Penalty: 3068.084717
	Iteration 8Q: 3 clusters Score -1217218 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1217582.500000 Penalty: 3068.084717
	Iteration 9Q: 3 clusters Score -1217582 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1218023.875000 Penalty: 3068.084717
	Iteration 10Q: 3 clusters Score -1218024 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1218499.125000 Penalty: 3068.084717
	Iteration 11Q: 3 clusters Score -1218499 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1219018.625000 Penalty: 3068.084717
	Iteration 12Q: 3 clusters Score -1219019 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1219511.625000 Penalty: 3068.084717
	Iteration 13Q: 3 clusters Score -1219512 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1219871.250000 Penalty: 3068.084717
	Iteration 14Q: 3 clusters Score -1219871 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1220092.125000 Penalty: 3068.084717
	Iteration 15Q: 3 clusters Score -1220092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1220203.625000 Penalty: 3068.084717
	Iteration 16Q: 3 clusters Score -1220204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1220245.875000 Penalty: 3068.084717
	Iteration 17Q: 3 clusters Score -1220246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1220264.250000 Penalty: 3068.084717
	Iteration 18Q: 3 clusters Score -1220264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1220269.750000 Penalty: 3068.084717
	Iteration 19Q: 3 clusters Score -1220270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1220275.625000 Penalty: 3068.084717
	Iteration 20F: 3 clusters Score -1220276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1220274.625000 Penalty: 3068.084717
	Iteration 21Q: 3 clusters Score -1220275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1220278.125000 Penalty: 3068.084717
	Iteration 22Q: 3 clusters Score -1220278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1220280.875000 Penalty: 3068.084717
	Iteration 23Q: 3 clusters Score -1220281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1220283.875000 Penalty: 3068.084717
	Iteration 24Q: 3 clusters Score -1220284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1220286.625000 Penalty: 3068.084717
	Iteration 25Q: 3 clusters Score -1220287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1220289.250000 Penalty: 3068.084717
	Iteration 26Q: 3 clusters Score -1220289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1220287.375000 Penalty: 3068.084717
	Iteration 27Q: 3 clusters Score -1220287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1220287.125000 Penalty: 3068.084717
	Iteration 28Q: 3 clusters Score -1220287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1220287.125000 Penalty: 3068.084717
	Iteration 29F: 3 clusters Score -1220287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -114709.679688 Penalty: 1168.117065
	Iteration 0F: 2 clusters Score -114709.7 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 662 members 
Entering Unmasked Estep 
Score: -113053.476562 Penalty: 2336.234131
	Iteration 0F: 3 clusters Score -113053.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113396.929688 Penalty: 2336.234131
	Iteration 1F: 3 clusters Score -113396.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113464.781250 Penalty: 2336.234131
	Iteration 2F: 3 clusters Score -113464.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -113504.750000 Penalty: 2336.234131
	Iteration 3Q: 3 clusters Score -113504.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -113535.218750 Penalty: 2336.234131
	Iteration 4Q: 3 clusters Score -113535.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113556.445312 Penalty: 2336.234131
	Iteration 5Q: 3 clusters Score -113556.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113573.984375 Penalty: 2336.234131
	Iteration 6Q: 3 clusters Score -113574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -113586.750000 Penalty: 2336.234131
	Iteration 7Q: 3 clusters Score -113586.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -113598.578125 Penalty: 2336.234131
	Iteration 8Q: 3 clusters Score -113598.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -113611.062500 Penalty: 2336.234131
	Iteration 9Q: 3 clusters Score -113611.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113621.000000 Penalty: 2336.234131
	Iteration 10Q: 3 clusters Score -113621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113622.976562 Penalty: 2336.234131
	Iteration 11Q: 3 clusters Score -113623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -113623.953125 Penalty: 2336.234131
	Iteration 12Q: 3 clusters Score -113624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113624.445312 Penalty: 2336.234131
	Iteration 13Q: 3 clusters Score -113624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113624.445312 Penalty: 2336.234131
	Iteration 14F: 3 clusters Score -113624.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (42894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Entering Unmasked Estep 
Score: -4058835.750000 Penalty: 1733.304199
	Iteration 0F: 2 clusters Score -4058836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4034391.500000 Penalty: 3466.608398
	Iteration 0F: 3 clusters Score -4034392 nChanged 20027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4045469.000000 Penalty: 3466.608398
	Iteration 1F: 3 clusters Score -4045469 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4045814.750000 Penalty: 3466.608398
	Iteration 2Q: 3 clusters Score -4045815 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4046156.750000 Penalty: 3466.608398
	Iteration 3Q: 3 clusters Score -4046157 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4046560.500000 Penalty: 3466.608398
	Iteration 4Q: 3 clusters Score -4046560 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -4047144.750000 Penalty: 3466.608398
	Iteration 5Q: 3 clusters Score -4047145 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4047994.000000 Penalty: 3466.608398
	Iteration 6Q: 3 clusters Score -4047994 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4049301.000000 Penalty: 3466.608398
	Iteration 7F: 3 clusters Score -4049301 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4051341.000000 Penalty: 3466.608398
	Iteration 8F: 3 clusters Score -4051341 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4053896.500000 Penalty: 3466.608398
	Iteration 9F: 3 clusters Score -4053896 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4055341.500000 Penalty: 3466.608398
	Iteration 10F: 3 clusters Score -4055342 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4055938.500000 Penalty: 3466.608398
	Iteration 11Q: 3 clusters Score -4055938 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -4056293.000000 Penalty: 3466.608398
	Iteration 12Q: 3 clusters Score -4056293 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -4056458.000000 Penalty: 3466.608398
	Iteration 13Q: 3 clusters Score -4056458 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4056607.750000 Penalty: 3466.608398
	Iteration 14Q: 3 clusters Score -4056608 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -4056764.000000 Penalty: 3466.608398
	Iteration 15Q: 3 clusters Score -4056764 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -4056835.250000 Penalty: 3466.608398
	Iteration 16Q: 3 clusters Score -4056835 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4056897.750000 Penalty: 3466.608398
	Iteration 17Q: 3 clusters Score -4056898 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -4056950.000000 Penalty: 3466.608398
	Iteration 18Q: 3 clusters Score -4056950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -4056994.000000 Penalty: 3466.608398
	Iteration 19Q: 3 clusters Score -4056994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4057036.750000 Penalty: 3466.608398
	Iteration 20F: 3 clusters Score -4057037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -4057076.000000 Penalty: 3466.608398
	Iteration 21Q: 3 clusters Score -4057076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -4057094.500000 Penalty: 3466.608398
	Iteration 22Q: 3 clusters Score -4057094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -4057110.250000 Penalty: 3466.608398
	Iteration 23Q: 3 clusters Score -4057110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -4057142.250000 Penalty: 3466.608398
	Iteration 24Q: 3 clusters Score -4057142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -4057164.500000 Penalty: 3466.608398
	Iteration 25Q: 3 clusters Score -4057164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -4057169.500000 Penalty: 3466.608398
	Iteration 26Q: 3 clusters Score -4057170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -4057186.500000 Penalty: 3466.608398
	Iteration 27Q: 3 clusters Score -4057186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -4057193.750000 Penalty: 3466.608398
	Iteration 28Q: 3 clusters Score -4057194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -4057202.250000 Penalty: 3466.608398
	Iteration 29Q: 3 clusters Score -4057202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -4057204.000000 Penalty: 3466.608398
	Iteration 30Q: 3 clusters Score -4057204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -4057219.000000 Penalty: 3466.608398
	Iteration 31Q: 3 clusters Score -4057219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -4057233.750000 Penalty: 3466.608398
	Iteration 32Q: 3 clusters Score -4057234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -4057241.250000 Penalty: 3466.608398
	Iteration 33Q: 3 clusters Score -4057241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -4057242.000000 Penalty: 3466.608398
	Iteration 34Q: 3 clusters Score -4057242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -4057250.250000 Penalty: 3466.608398
	Iteration 35Q: 3 clusters Score -4057250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -4057251.750000 Penalty: 3466.608398
	Iteration 36Q: 3 clusters Score -4057252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -4057257.250000 Penalty: 3466.608398
	Iteration 37Q: 3 clusters Score -4057257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -4057259.500000 Penalty: 3466.608398
	Iteration 38Q: 3 clusters Score -4057260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -4057273.000000 Penalty: 3466.608398
	Iteration 39Q: 3 clusters Score -4057273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -4057280.250000 Penalty: 3466.608398
	Iteration 40F: 3 clusters Score -4057280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -4057286.000000 Penalty: 3466.608398
	Iteration 41Q: 3 clusters Score -4057286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -4057291.000000 Penalty: 3466.608398
	Iteration 42Q: 3 clusters Score -4057291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4057292.750000 Penalty: 3466.608398
	Iteration 43Q: 3 clusters Score -4057293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -4057289.750000 Penalty: 3466.608398
	Iteration 44Q: 3 clusters Score -4057290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4057289.250000 Penalty: 3466.608398
	Iteration 45Q: 3 clusters Score -4057289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -4057293.250000 Penalty: 3466.608398
	Iteration 46Q: 3 clusters Score -4057293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -4057296.250000 Penalty: 3466.608398
	Iteration 47Q: 3 clusters Score -4057296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -4057297.250000 Penalty: 3466.608398
	Iteration 48Q: 3 clusters Score -4057297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -4057297.250000 Penalty: 3466.608398
	Iteration 49F: 3 clusters Score -4057297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -319691.500000 Penalty: 1328.114380
	Iteration 0F: 2 clusters Score -319691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -316636.500000 Penalty: 2656.228760
	Iteration 0F: 3 clusters Score -316636.5 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -317489.625000 Penalty: 2656.228760
	Iteration 1F: 3 clusters Score -317489.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -317729.312500 Penalty: 2656.228760
	Iteration 2F: 3 clusters Score -317729.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -317937.593750 Penalty: 2656.228760
	Iteration 3F: 3 clusters Score -317937.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -318167.281250 Penalty: 2656.228760
	Iteration 4F: 3 clusters Score -318167.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -318372.812500 Penalty: 2656.228760
	Iteration 5F: 3 clusters Score -318372.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -318554.406250 Penalty: 2656.228760
	Iteration 6F: 3 clusters Score -318554.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -318707.406250 Penalty: 2656.228760
	Iteration 7Q: 3 clusters Score -318707.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -318830.625000 Penalty: 2656.228760
	Iteration 8Q: 3 clusters Score -318830.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -318922.218750 Penalty: 2656.228760
	Iteration 9Q: 3 clusters Score -318922.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -319011.406250 Penalty: 2656.228760
	Iteration 10Q: 3 clusters Score -319011.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -319073.593750 Penalty: 2656.228760
	Iteration 11Q: 3 clusters Score -319073.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -319130.281250 Penalty: 2656.228760
	Iteration 12Q: 3 clusters Score -319130.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -319172.843750 Penalty: 2656.228760
	Iteration 13Q: 3 clusters Score -319172.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -319213.156250 Penalty: 2656.228760
	Iteration 14Q: 3 clusters Score -319213.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -319242.125000 Penalty: 2656.228760
	Iteration 15Q: 3 clusters Score -319242.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -319262.750000 Penalty: 2656.228760
	Iteration 16Q: 3 clusters Score -319262.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -319271.375000 Penalty: 2656.228760
	Iteration 17Q: 3 clusters Score -319271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -319280.843750 Penalty: 2656.228760
	Iteration 18Q: 3 clusters Score -319280.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -319289.125000 Penalty: 2656.228760
	Iteration 19Q: 3 clusters Score -319289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -319294.687500 Penalty: 2656.228760
	Iteration 20F: 3 clusters Score -319294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -319299.781250 Penalty: 2656.228760
	Iteration 21Q: 3 clusters Score -319299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -319303.781250 Penalty: 2656.228760
	Iteration 22Q: 3 clusters Score -319303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -319305.687500 Penalty: 2656.228760
	Iteration 23Q: 3 clusters Score -319305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -319306.375000 Penalty: 2656.228760
	Iteration 24Q: 3 clusters Score -319306.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -319306.375000 Penalty: 2656.228760
	Iteration 25F: 3 clusters Score -319306.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -173548.390625 Penalty: 1226.039917
	Iteration 0F: 2 clusters Score -173548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -171505.171875 Penalty: 2452.079834
	Iteration 0F: 3 clusters Score -171505.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -172015.656250 Penalty: 2452.079834
	Iteration 1F: 3 clusters Score -172015.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -172201.031250 Penalty: 2452.079834
	Iteration 2F: 3 clusters Score -172201 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -172355.640625 Penalty: 2452.079834
	Iteration 3F: 3 clusters Score -172355.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -172476.765625 Penalty: 2452.079834
	Iteration 4F: 3 clusters Score -172476.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -172576.312500 Penalty: 2452.079834
	Iteration 5F: 3 clusters Score -172576.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -172652.218750 Penalty: 2452.079834
	Iteration 6Q: 3 clusters Score -172652.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -172730.453125 Penalty: 2452.079834
	Iteration 7Q: 3 clusters Score -172730.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -172791.625000 Penalty: 2452.079834
	Iteration 8Q: 3 clusters Score -172791.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -172822.921875 Penalty: 2452.079834
	Iteration 9Q: 3 clusters Score -172822.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -172847.937500 Penalty: 2452.079834
	Iteration 10Q: 3 clusters Score -172847.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -172871.500000 Penalty: 2452.079834
	Iteration 11Q: 3 clusters Score -172871.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -172892.140625 Penalty: 2452.079834
	Iteration 12Q: 3 clusters Score -172892.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -172904.093750 Penalty: 2452.079834
	Iteration 13Q: 3 clusters Score -172904.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -172913.000000 Penalty: 2452.079834
	Iteration 14Q: 3 clusters Score -172913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -172916.093750 Penalty: 2452.079834
	Iteration 15Q: 3 clusters Score -172916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -172919.437500 Penalty: 2452.079834
	Iteration 16Q: 3 clusters Score -172919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -172922.437500 Penalty: 2452.079834
	Iteration 17Q: 3 clusters Score -172922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -172926.265625 Penalty: 2452.079834
	Iteration 18Q: 3 clusters Score -172926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -172926.968750 Penalty: 2452.079834
	Iteration 19Q: 3 clusters Score -172927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -172927.515625 Penalty: 2452.079834
	Iteration 20F: 3 clusters Score -172927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -172929.375000 Penalty: 2452.079834
	Iteration 21Q: 3 clusters Score -172929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -172929.640625 Penalty: 2452.079834
	Iteration 22Q: 3 clusters Score -172929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -172930.406250 Penalty: 2452.079834
	Iteration 23Q: 3 clusters Score -172930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -172931.828125 Penalty: 2452.079834
	Iteration 24Q: 3 clusters Score -172931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -172934.000000 Penalty: 2452.079834
	Iteration 25Q: 3 clusters Score -172934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -172935.390625 Penalty: 2452.079834
	Iteration 26Q: 3 clusters Score -172935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -172935.500000 Penalty: 2452.079834
	Iteration 27Q: 3 clusters Score -172935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -172936.515625 Penalty: 2452.079834
	Iteration 28Q: 3 clusters Score -172936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -172936.515625 Penalty: 2452.079834
	Iteration 29F: 3 clusters Score -172936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -479307.906250 Penalty: 1389.319824
	Iteration 0F: 2 clusters Score -479307.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -475290.187500 Penalty: 2778.639648
	Iteration 0F: 3 clusters Score -475290.2 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -476452.093750 Penalty: 2778.639648
	Iteration 1F: 3 clusters Score -476452.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -476744.000000 Penalty: 2778.639648
	Iteration 2F: 3 clusters Score -476744 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -476991.000000 Penalty: 2778.639648
	Iteration 3F: 3 clusters Score -476991 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -477262.125000 Penalty: 2778.639648
	Iteration 4F: 3 clusters Score -477262.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -477533.437500 Penalty: 2778.639648
	Iteration 5F: 3 clusters Score -477533.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -477737.937500 Penalty: 2778.639648
	Iteration 6F: 3 clusters Score -477737.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -477907.968750 Penalty: 2778.639648
	Iteration 7Q: 3 clusters Score -477908 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -478043.281250 Penalty: 2778.639648
	Iteration 8Q: 3 clusters Score -478043.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -478165.593750 Penalty: 2778.639648
	Iteration 9Q: 3 clusters Score -478165.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -478271.468750 Penalty: 2778.639648
	Iteration 10Q: 3 clusters Score -478271.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -478376.437500 Penalty: 2778.639648
	Iteration 11Q: 3 clusters Score -478376.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -478461.468750 Penalty: 2778.639648
	Iteration 12Q: 3 clusters Score -478461.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -478517.250000 Penalty: 2778.639648
	Iteration 13Q: 3 clusters Score -478517.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -478567.281250 Penalty: 2778.639648
	Iteration 14Q: 3 clusters Score -478567.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -478610.656250 Penalty: 2778.639648
	Iteration 15Q: 3 clusters Score -478610.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -478637.718750 Penalty: 2778.639648
	Iteration 16Q: 3 clusters Score -478637.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -478657.343750 Penalty: 2778.639648
	Iteration 17Q: 3 clusters Score -478657.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -478671.968750 Penalty: 2778.639648
	Iteration 18Q: 3 clusters Score -478672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -478680.937500 Penalty: 2778.639648
	Iteration 19Q: 3 clusters Score -478680.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -478688.250000 Penalty: 2778.639648
	Iteration 20F: 3 clusters Score -478688.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -478695.000000 Penalty: 2778.639648
	Iteration 21Q: 3 clusters Score -478695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -478706.031250 Penalty: 2778.639648
	Iteration 22Q: 3 clusters Score -478706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -478713.531250 Penalty: 2778.639648
	Iteration 23Q: 3 clusters Score -478713.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -478722.437500 Penalty: 2778.639648
	Iteration 24Q: 3 clusters Score -478722.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -478730.125000 Penalty: 2778.639648
	Iteration 25Q: 3 clusters Score -478730.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -478735.937500 Penalty: 2778.639648
	Iteration 26Q: 3 clusters Score -478735.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -478739.437500 Penalty: 2778.639648
	Iteration 27Q: 3 clusters Score -478739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -478741.812500 Penalty: 2778.639648
	Iteration 28Q: 3 clusters Score -478741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -478743.781250 Penalty: 2778.639648
	Iteration 29Q: 3 clusters Score -478743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -478745.531250 Penalty: 2778.639648
	Iteration 30Q: 3 clusters Score -478745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -478745.000000 Penalty: 2778.639648
	Iteration 31Q: 3 clusters Score -478745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -478745.406250 Penalty: 2778.639648
	Iteration 32Q: 3 clusters Score -478745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -478745.406250 Penalty: 2778.639648
	Iteration 33F: 3 clusters Score -478745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -106348.492188 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -106348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104738.570312 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -104738.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105018.031250 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -105018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105124.164062 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -105124.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -105226.867188 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -105226.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105340.273438 Penalty: 2315.978271
	Iteration 4F: 3 clusters Score -105340.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105410.218750 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -105410.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105474.398438 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -105474.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105513.062500 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -105513.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105530.312500 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -105530.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105551.765625 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -105551.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105573.062500 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -105573.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105582.664062 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -105582.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105595.578125 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -105595.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105612.695312 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -105612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105621.226562 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -105621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -105631.148438 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -105631.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105639.398438 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -105639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105645.273438 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -105645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105651.203125 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -105651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105653.429688 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -105653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105657.312500 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -105657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105661.562500 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -105661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105663.898438 Penalty: 2315.978271
	Iteration 22Q: 3 clusters Score -105663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105667.382812 Penalty: 2315.978271
	Iteration 23Q: 3 clusters Score -105667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105668.632812 Penalty: 2315.978271
	Iteration 24Q: 3 clusters Score -105668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105668.632812 Penalty: 2315.978271
	Iteration 25F: 3 clusters Score -105668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -131962.234375 Penalty: 1192.040527
	Iteration 0F: 2 clusters Score -131962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -130151.742188 Penalty: 2384.081055
	Iteration 0F: 3 clusters Score -130151.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -130507.671875 Penalty: 2384.081055
	Iteration 1F: 3 clusters Score -130507.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -130597.234375 Penalty: 2384.081055
	Iteration 2F: 3 clusters Score -130597.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -130655.742188 Penalty: 2384.081055
	Iteration 3Q: 3 clusters Score -130655.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130692.203125 Penalty: 2384.081055
	Iteration 4Q: 3 clusters Score -130692.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -130740.789062 Penalty: 2384.081055
	Iteration 5Q: 3 clusters Score -130740.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -130772.453125 Penalty: 2384.081055
	Iteration 6Q: 3 clusters Score -130772.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -130784.828125 Penalty: 2384.081055
	Iteration 7Q: 3 clusters Score -130784.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130797.335938 Penalty: 2384.081055
	Iteration 8Q: 3 clusters Score -130797.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130809.148438 Penalty: 2384.081055
	Iteration 9Q: 3 clusters Score -130809.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -130820.492188 Penalty: 2384.081055
	Iteration 10Q: 3 clusters Score -130820.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -130835.953125 Penalty: 2384.081055
	Iteration 11Q: 3 clusters Score -130836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -130853.250000 Penalty: 2384.081055
	Iteration 12Q: 3 clusters Score -130853.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -130876.585938 Penalty: 2384.081055
	Iteration 13Q: 3 clusters Score -130876.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -130906.429688 Penalty: 2384.081055
	Iteration 14Q: 3 clusters Score -130906.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -130934.250000 Penalty: 2384.081055
	Iteration 15Q: 3 clusters Score -130934.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -130951.312500 Penalty: 2384.081055
	Iteration 16Q: 3 clusters Score -130951.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -130965.867188 Penalty: 2384.081055
	Iteration 17Q: 3 clusters Score -130965.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -130977.890625 Penalty: 2384.081055
	Iteration 18Q: 3 clusters Score -130977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -130988.703125 Penalty: 2384.081055
	Iteration 19Q: 3 clusters Score -130988.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -130999.695312 Penalty: 2384.081055
	Iteration 20F: 3 clusters Score -130999.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -131015.179688 Penalty: 2384.081055
	Iteration 21Q: 3 clusters Score -131015.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -131038.804688 Penalty: 2384.081055
	Iteration 22Q: 3 clusters Score -131038.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131053.695312 Penalty: 2384.081055
	Iteration 23Q: 3 clusters Score -131053.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131068.312500 Penalty: 2384.081055
	Iteration 24Q: 3 clusters Score -131068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131076.906250 Penalty: 2384.081055
	Iteration 25Q: 3 clusters Score -131076.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131085.187500 Penalty: 2384.081055
	Iteration 26Q: 3 clusters Score -131085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131093.437500 Penalty: 2384.081055
	Iteration 27Q: 3 clusters Score -131093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -131098.171875 Penalty: 2384.081055
	Iteration 28Q: 3 clusters Score -131098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131103.890625 Penalty: 2384.081055
	Iteration 29Q: 3 clusters Score -131103.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131106.437500 Penalty: 2384.081055
	Iteration 30Q: 3 clusters Score -131106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131113.500000 Penalty: 2384.081055
	Iteration 31Q: 3 clusters Score -131113.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131122.578125 Penalty: 2384.081055
	Iteration 32Q: 3 clusters Score -131122.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131129.281250 Penalty: 2384.081055
	Iteration 33Q: 3 clusters Score -131129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -131135.031250 Penalty: 2384.081055
	Iteration 34Q: 3 clusters Score -131135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131139.062500 Penalty: 2384.081055
	Iteration 35Q: 3 clusters Score -131139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131141.781250 Penalty: 2384.081055
	Iteration 36Q: 3 clusters Score -131141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131148.562500 Penalty: 2384.081055
	Iteration 37Q: 3 clusters Score -131148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131151.984375 Penalty: 2384.081055
	Iteration 38Q: 3 clusters Score -131152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131157.906250 Penalty: 2384.081055
	Iteration 39Q: 3 clusters Score -131157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131162.140625 Penalty: 2384.081055
	Iteration 40F: 3 clusters Score -131162.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131163.781250 Penalty: 2384.081055
	Iteration 41Q: 3 clusters Score -131163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131164.140625 Penalty: 2384.081055
	Iteration 42Q: 3 clusters Score -131164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131164.140625 Penalty: 2384.081055
	Iteration 43F: 3 clusters Score -131164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -156029.093750 Penalty: 1230.698853
	Iteration 0F: 2 clusters Score -156029.1 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 937 members 
Entering Unmasked Estep 
Score: -154035.750000 Penalty: 2461.397705
	Iteration 0F: 3 clusters Score -154035.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -154573.718750 Penalty: 2461.397705
	Iteration 1F: 3 clusters Score -154573.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -154702.171875 Penalty: 2461.397705
	Iteration 2F: 3 clusters Score -154702.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -154776.750000 Penalty: 2461.397705
	Iteration 3Q: 3 clusters Score -154776.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -154838.515625 Penalty: 2461.397705
	Iteration 4Q: 3 clusters Score -154838.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -154910.781250 Penalty: 2461.397705
	Iteration 5Q: 3 clusters Score -154910.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -154968.109375 Penalty: 2461.397705
	Iteration 6Q: 3 clusters Score -154968.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155022.968750 Penalty: 2461.397705
	Iteration 7Q: 3 clusters Score -155023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155070.343750 Penalty: 2461.397705
	Iteration 8Q: 3 clusters Score -155070.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155120.375000 Penalty: 2461.397705
	Iteration 9Q: 3 clusters Score -155120.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155169.968750 Penalty: 2461.397705
	Iteration 10Q: 3 clusters Score -155170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155218.015625 Penalty: 2461.397705
	Iteration 11Q: 3 clusters Score -155218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155272.390625 Penalty: 2461.397705
	Iteration 12Q: 3 clusters Score -155272.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155324.781250 Penalty: 2461.397705
	Iteration 13Q: 3 clusters Score -155324.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155380.843750 Penalty: 2461.397705
	Iteration 14Q: 3 clusters Score -155380.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -155425.687500 Penalty: 2461.397705
	Iteration 15Q: 3 clusters Score -155425.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -155466.453125 Penalty: 2461.397705
	Iteration 16Q: 3 clusters Score -155466.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155492.203125 Penalty: 2461.397705
	Iteration 17Q: 3 clusters Score -155492.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155506.921875 Penalty: 2461.397705
	Iteration 18Q: 3 clusters Score -155506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155526.703125 Penalty: 2461.397705
	Iteration 19Q: 3 clusters Score -155526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155550.109375 Penalty: 2461.397705
	Iteration 20F: 3 clusters Score -155550.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -155588.890625 Penalty: 2461.397705
	Iteration 21Q: 3 clusters Score -155588.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155617.296875 Penalty: 2461.397705
	Iteration 22Q: 3 clusters Score -155617.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -155662.546875 Penalty: 2461.397705
	Iteration 23Q: 3 clusters Score -155662.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155682.562500 Penalty: 2461.397705
	Iteration 24Q: 3 clusters Score -155682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155698.203125 Penalty: 2461.397705
	Iteration 25Q: 3 clusters Score -155698.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155720.140625 Penalty: 2461.397705
	Iteration 26Q: 3 clusters Score -155720.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155735.375000 Penalty: 2461.397705
	Iteration 27Q: 3 clusters Score -155735.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155741.750000 Penalty: 2461.397705
	Iteration 28Q: 3 clusters Score -155741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -155745.687500 Penalty: 2461.397705
	Iteration 29Q: 3 clusters Score -155745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155746.406250 Penalty: 2461.397705
	Iteration 30Q: 3 clusters Score -155746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155747.046875 Penalty: 2461.397705
	Iteration 31Q: 3 clusters Score -155747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155747.046875 Penalty: 2461.397705
	Iteration 32F: 3 clusters Score -155747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (45604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Entering Unmasked Estep 
Score: -4480484.000000 Penalty: 1743.259521
	Iteration 0F: 2 clusters Score -4480484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4461062.000000 Penalty: 3486.519043
	Iteration 0F: 3 clusters Score -4461062 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4473129.000000 Penalty: 3486.519043
	Iteration 1F: 3 clusters Score -4473129 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4473598.500000 Penalty: 3486.519043
	Iteration 2Q: 3 clusters Score -4473598 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4474092.500000 Penalty: 3486.519043
	Iteration 3Q: 3 clusters Score -4474092 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -4474551.500000 Penalty: 3486.519043
	Iteration 4Q: 3 clusters Score -4474552 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4474978.000000 Penalty: 3486.519043
	Iteration 5Q: 3 clusters Score -4474978 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4475396.000000 Penalty: 3486.519043
	Iteration 6Q: 3 clusters Score -4475396 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -4475759.500000 Penalty: 3486.519043
	Iteration 7Q: 3 clusters Score -4475760 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -4476083.000000 Penalty: 3486.519043
	Iteration 8Q: 3 clusters Score -4476083 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -4476430.500000 Penalty: 3486.519043
	Iteration 9Q: 3 clusters Score -4476430 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4476783.000000 Penalty: 3486.519043
	Iteration 10Q: 3 clusters Score -4476783 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -4477106.500000 Penalty: 3486.519043
	Iteration 11Q: 3 clusters Score -4477106 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4477575.000000 Penalty: 3486.519043
	Iteration 12Q: 3 clusters Score -4477575 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4478351.500000 Penalty: 3486.519043
	Iteration 13Q: 3 clusters Score -4478352 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4479474.500000 Penalty: 3486.519043
	Iteration 14Q: 3 clusters Score -4479474 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4480924.500000 Penalty: 3486.519043
	Iteration 15Q: 3 clusters Score -4480924 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4481819.500000 Penalty: 3486.519043
	Iteration 16Q: 3 clusters Score -4481820 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4482152.000000 Penalty: 3486.519043
	Iteration 17Q: 3 clusters Score -4482152 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4482183.000000 Penalty: 3486.519043
	Iteration 18Q: 3 clusters Score -4482183 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4482146.000000 Penalty: 3486.519043
	Iteration 19Q: 3 clusters Score -4482146 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4482085.500000 Penalty: 3486.519043
	Iteration 20F: 3 clusters Score -4482086 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4482054.000000 Penalty: 3486.519043
	Iteration 21Q: 3 clusters Score -4482054 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4482060.000000 Penalty: 3486.519043
	Iteration 22Q: 3 clusters Score -4482060 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4482010.000000 Penalty: 3486.519043
	Iteration 23Q: 3 clusters Score -4482010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4481978.500000 Penalty: 3486.519043
	Iteration 24Q: 3 clusters Score -4481978 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4481941.500000 Penalty: 3486.519043
	Iteration 25Q: 3 clusters Score -4481942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4481893.000000 Penalty: 3486.519043
	Iteration 26Q: 3 clusters Score -4481893 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4481867.500000 Penalty: 3486.519043
	Iteration 27Q: 3 clusters Score -4481868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -4481840.000000 Penalty: 3486.519043
	Iteration 28Q: 3 clusters Score -4481840 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4481815.000000 Penalty: 3486.519043
	Iteration 29Q: 3 clusters Score -4481815 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4481789.500000 Penalty: 3486.519043
	Iteration 30Q: 3 clusters Score -4481790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4481757.500000 Penalty: 3486.519043
	Iteration 31Q: 3 clusters Score -4481758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4481736.500000 Penalty: 3486.519043
	Iteration 32Q: 3 clusters Score -4481736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4481731.000000 Penalty: 3486.519043
	Iteration 33Q: 3 clusters Score -4481731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4481722.000000 Penalty: 3486.519043
	Iteration 34Q: 3 clusters Score -4481722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -4481720.000000 Penalty: 3486.519043
	Iteration 35Q: 3 clusters Score -4481720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4481706.000000 Penalty: 3486.519043
	Iteration 36Q: 3 clusters Score -4481706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -4481704.500000 Penalty: 3486.519043
	Iteration 37Q: 3 clusters Score -4481704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4481720.500000 Penalty: 3486.519043
	Iteration 38Q: 3 clusters Score -4481720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4481725.500000 Penalty: 3486.519043
	Iteration 39Q: 3 clusters Score -4481726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -4481703.500000 Penalty: 3486.519043
	Iteration 40F: 3 clusters Score -4481704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4481682.000000 Penalty: 3486.519043
	Iteration 41Q: 3 clusters Score -4481682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -4481684.500000 Penalty: 3486.519043
	Iteration 42Q: 3 clusters Score -4481684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4481675.500000 Penalty: 3486.519043
	Iteration 43Q: 3 clusters Score -4481676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4481691.500000 Penalty: 3486.519043
	Iteration 44Q: 3 clusters Score -4481692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4481695.000000 Penalty: 3486.519043
	Iteration 45Q: 3 clusters Score -4481695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4481698.000000 Penalty: 3486.519043
	Iteration 46Q: 3 clusters Score -4481698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4481695.500000 Penalty: 3486.519043
	Iteration 47Q: 3 clusters Score -4481696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -4481670.500000 Penalty: 3486.519043
	Iteration 48Q: 3 clusters Score -4481670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4481665.500000 Penalty: 3486.519043
	Iteration 49Q: 3 clusters Score -4481666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4481670.500000 Penalty: 3486.519043
	Iteration 50Q: 3 clusters Score -4481670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4481667.000000 Penalty: 3486.519043
	Iteration 51Q: 3 clusters Score -4481667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -4481658.000000 Penalty: 3486.519043
	Iteration 52Q: 3 clusters Score -4481658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4481674.500000 Penalty: 3486.519043
	Iteration 53Q: 3 clusters Score -4481674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4481686.000000 Penalty: 3486.519043
	Iteration 54Q: 3 clusters Score -4481686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4481694.000000 Penalty: 3486.519043
	Iteration 55Q: 3 clusters Score -4481694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4481686.500000 Penalty: 3486.519043
	Iteration 56Q: 3 clusters Score -4481686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4481687.000000 Penalty: 3486.519043
	Iteration 57Q: 3 clusters Score -4481687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -4481698.000000 Penalty: 3486.519043
	Iteration 58Q: 3 clusters Score -4481698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4481701.500000 Penalty: 3486.519043
	Iteration 59Q: 3 clusters Score -4481702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -4481703.500000 Penalty: 3486.519043
	Iteration 60F: 3 clusters Score -4481704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4481712.000000 Penalty: 3486.519043
	Iteration 61Q: 3 clusters Score -4481712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -4481725.000000 Penalty: 3486.519043
	Iteration 62Q: 3 clusters Score -4481725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4481728.500000 Penalty: 3486.519043
	Iteration 63Q: 3 clusters Score -4481728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4481748.000000 Penalty: 3486.519043
	Iteration 64Q: 3 clusters Score -4481748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -4481760.000000 Penalty: 3486.519043
	Iteration 65Q: 3 clusters Score -4481760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4481763.000000 Penalty: 3486.519043
	Iteration 66Q: 3 clusters Score -4481763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4481770.000000 Penalty: 3486.519043
	Iteration 67Q: 3 clusters Score -4481770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4481771.500000 Penalty: 3486.519043
	Iteration 68Q: 3 clusters Score -4481772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4481793.000000 Penalty: 3486.519043
	Iteration 69Q: 3 clusters Score -4481793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4481818.000000 Penalty: 3486.519043
	Iteration 70Q: 3 clusters Score -4481818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4481822.000000 Penalty: 3486.519043
	Iteration 71Q: 3 clusters Score -4481822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -4481843.000000 Penalty: 3486.519043
	Iteration 72Q: 3 clusters Score -4481843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4481857.500000 Penalty: 3486.519043
	Iteration 73Q: 3 clusters Score -4481858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4481863.500000 Penalty: 3486.519043
	Iteration 74Q: 3 clusters Score -4481864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4481851.000000 Penalty: 3486.519043
	Iteration 75Q: 3 clusters Score -4481851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4481872.000000 Penalty: 3486.519043
	Iteration 76Q: 3 clusters Score -4481872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4481861.000000 Penalty: 3486.519043
	Iteration 77Q: 3 clusters Score -4481861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4481863.000000 Penalty: 3486.519043
	Iteration 78Q: 3 clusters Score -4481863 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -4481885.500000 Penalty: 3486.519043
	Iteration 79Q: 3 clusters Score -4481886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4481888.000000 Penalty: 3486.519043
	Iteration 80F: 3 clusters Score -4481888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -4481900.000000 Penalty: 3486.519043
	Iteration 81Q: 3 clusters Score -4481900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4481919.000000 Penalty: 3486.519043
	Iteration 82Q: 3 clusters Score -4481919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4481929.500000 Penalty: 3486.519043
	Iteration 83Q: 3 clusters Score -4481930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4481947.000000 Penalty: 3486.519043
	Iteration 84Q: 3 clusters Score -4481947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4481951.000000 Penalty: 3486.519043
	Iteration 85Q: 3 clusters Score -4481951 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4481950.000000 Penalty: 3486.519043
	Iteration 86Q: 3 clusters Score -4481950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -4481963.500000 Penalty: 3486.519043
	Iteration 87Q: 3 clusters Score -4481964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4481955.500000 Penalty: 3486.519043
	Iteration 88Q: 3 clusters Score -4481956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4481947.000000 Penalty: 3486.519043
	Iteration 89Q: 3 clusters Score -4481947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4481961.500000 Penalty: 3486.519043
	Iteration 90Q: 3 clusters Score -4481962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4481967.000000 Penalty: 3486.519043
	Iteration 91Q: 3 clusters Score -4481967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4481966.500000 Penalty: 3486.519043
	Iteration 92Q: 3 clusters Score -4481966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4481974.500000 Penalty: 3486.519043
	Iteration 93Q: 3 clusters Score -4481974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4481989.500000 Penalty: 3486.519043
	Iteration 94Q: 3 clusters Score -4481990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -4481985.500000 Penalty: 3486.519043
	Iteration 95Q: 3 clusters Score -4481986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -4481977.500000 Penalty: 3486.519043
	Iteration 96Q: 3 clusters Score -4481978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4481983.500000 Penalty: 3486.519043
	Iteration 97Q: 3 clusters Score -4481984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4481984.000000 Penalty: 3486.519043
	Iteration 98Q: 3 clusters Score -4481984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4481979.000000 Penalty: 3486.519043
	Iteration 99Q: 3 clusters Score -4481979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4481971.500000 Penalty: 3486.519043
	Iteration 100F: 3 clusters Score -4481972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -4481978.500000 Penalty: 3486.519043
	Iteration 101Q: 3 clusters Score -4481978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4481976.000000 Penalty: 3486.519043
	Iteration 102Q: 3 clusters Score -4481976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -4481973.500000 Penalty: 3486.519043
	Iteration 103Q: 3 clusters Score -4481974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -4481972.000000 Penalty: 3486.519043
	Iteration 104Q: 3 clusters Score -4481972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4481973.500000 Penalty: 3486.519043
	Iteration 105Q: 3 clusters Score -4481974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4481973.500000 Penalty: 3486.519043
	Iteration 106Q: 3 clusters Score -4481974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -4481975.500000 Penalty: 3486.519043
	Iteration 107Q: 3 clusters Score -4481976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4481979.000000 Penalty: 3486.519043
	Iteration 108Q: 3 clusters Score -4481979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4481974.500000 Penalty: 3486.519043
	Iteration 109Q: 3 clusters Score -4481974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4481970.500000 Penalty: 3486.519043
	Iteration 110Q: 3 clusters Score -4481970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4481967.500000 Penalty: 3486.519043
	Iteration 111Q: 3 clusters Score -4481968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4481981.000000 Penalty: 3486.519043
	Iteration 112Q: 3 clusters Score -4481981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -4481983.500000 Penalty: 3486.519043
	Iteration 113Q: 3 clusters Score -4481984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4481990.000000 Penalty: 3486.519043
	Iteration 114Q: 3 clusters Score -4481990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4481988.000000 Penalty: 3486.519043
	Iteration 115Q: 3 clusters Score -4481988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4481994.000000 Penalty: 3486.519043
	Iteration 116Q: 3 clusters Score -4481994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4481990.000000 Penalty: 3486.519043
	Iteration 117Q: 3 clusters Score -4481990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4481983.000000 Penalty: 3486.519043
	Iteration 118Q: 3 clusters Score -4481983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4481992.500000 Penalty: 3486.519043
	Iteration 119Q: 3 clusters Score -4481992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -4481983.500000 Penalty: 3486.519043
	Iteration 120F: 3 clusters Score -4481984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4481987.500000 Penalty: 3486.519043
	Iteration 121Q: 3 clusters Score -4481988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4481984.000000 Penalty: 3486.519043
	Iteration 122Q: 3 clusters Score -4481984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -4481987.000000 Penalty: 3486.519043
	Iteration 123Q: 3 clusters Score -4481987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4481989.500000 Penalty: 3486.519043
	Iteration 124Q: 3 clusters Score -4481990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -4481990.500000 Penalty: 3486.519043
	Iteration 125Q: 3 clusters Score -4481990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -4481990.500000 Penalty: 3486.519043
	Iteration 126F: 3 clusters Score -4481990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 38528 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 34906 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 30081 members 
Mstep: Class 9 contains 24489 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 19312 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40673 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26015 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 7132 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 42894 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 1891 members 
Mstep: Class 29 contains 5165 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1534 members 
Mstep: Class 32 contains 1946 members 
Mstep: Class 33 contains 8569 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30671 members 
Mstep: Class 37 contains 21972 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 34074 members 
Mstep: Class 40 contains 3209 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 37035 members 
Entering Unmasked Estep 
Score: -49769972.000000 Penalty: 92275.320312
Splitting cluster 33 changes total score from -49768868.000000 to -49769972.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 34 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -61391.671875 Penalty: 1069.128296
	Iteration 0F: 2 clusters Score -61391.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60161.093750 Penalty: 2138.256592
	Iteration 0F: 3 clusters Score -60161.09 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60378.203125 Penalty: 2138.256592
	Iteration 1F: 3 clusters Score -60378.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60444.742188 Penalty: 2138.256592
	Iteration 2F: 3 clusters Score -60444.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60500.964844 Penalty: 2138.256592
	Iteration 3Q: 3 clusters Score -60500.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60526.359375 Penalty: 2138.256592
	Iteration 4Q: 3 clusters Score -60526.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60539.679688 Penalty: 2138.256592
	Iteration 5Q: 3 clusters Score -60539.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60544.164062 Penalty: 2138.256592
	Iteration 6Q: 3 clusters Score -60544.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -60545.910156 Penalty: 2138.256592
	Iteration 7Q: 3 clusters Score -60545.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -60549.433594 Penalty: 2138.256592
	Iteration 8Q: 3 clusters Score -60549.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60550.218750 Penalty: 2138.256592
	Iteration 9Q: 3 clusters Score -60550.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60550.984375 Penalty: 2138.256592
	Iteration 10Q: 3 clusters Score -60550.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60550.984375 Penalty: 2138.256592
	Iteration 11F: 3 clusters Score -60550.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -143077.718750 Penalty: 1221.332031
	Iteration 0F: 2 clusters Score -143077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -141116.750000 Penalty: 2442.664062
	Iteration 0F: 3 clusters Score -141116.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -141678.187500 Penalty: 2442.664062
	Iteration 1F: 3 clusters Score -141678.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -141914.156250 Penalty: 2442.664062
	Iteration 2F: 3 clusters Score -141914.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -142067.406250 Penalty: 2442.664062
	Iteration 3F: 3 clusters Score -142067.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -142190.843750 Penalty: 2442.664062
	Iteration 4Q: 3 clusters Score -142190.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -142251.796875 Penalty: 2442.664062
	Iteration 5Q: 3 clusters Score -142251.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -142283.546875 Penalty: 2442.664062
	Iteration 6Q: 3 clusters Score -142283.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -142309.312500 Penalty: 2442.664062
	Iteration 7Q: 3 clusters Score -142309.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -142327.828125 Penalty: 2442.664062
	Iteration 8Q: 3 clusters Score -142327.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -142342.859375 Penalty: 2442.664062
	Iteration 9Q: 3 clusters Score -142342.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -142353.671875 Penalty: 2442.664062
	Iteration 10Q: 3 clusters Score -142353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -142358.718750 Penalty: 2442.664062
	Iteration 11Q: 3 clusters Score -142358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -142362.156250 Penalty: 2442.664062
	Iteration 12Q: 3 clusters Score -142362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -142364.187500 Penalty: 2442.664062
	Iteration 13Q: 3 clusters Score -142364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -142364.406250 Penalty: 2442.664062
	Iteration 14Q: 3 clusters Score -142364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -142364.406250 Penalty: 2442.664062
	Iteration 15F: 3 clusters Score -142364.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Entering Unmasked Estep 
Score: -2950171.500000 Penalty: 1678.799316
	Iteration 0F: 2 clusters Score -2950172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2929526.750000 Penalty: 3357.598633
	Iteration 0F: 3 clusters Score -2929527 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2937496.250000 Penalty: 3357.598633
	Iteration 1F: 3 clusters Score -2937496 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2937948.000000 Penalty: 3357.598633
	Iteration 2Q: 3 clusters Score -2937948 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2938476.750000 Penalty: 3357.598633
	Iteration 3Q: 3 clusters Score -2938477 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2939159.750000 Penalty: 3357.598633
	Iteration 4Q: 3 clusters Score -2939160 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2940143.250000 Penalty: 3357.598633
	Iteration 5F: 3 clusters Score -2940143 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2941589.750000 Penalty: 3357.598633
	Iteration 6F: 3 clusters Score -2941590 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -2943522.500000 Penalty: 3357.598633
	Iteration 7F: 3 clusters Score -2943522 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -2945588.500000 Penalty: 3357.598633
	Iteration 8F: 3 clusters Score -2945588 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -2947077.500000 Penalty: 3357.598633
	Iteration 9F: 3 clusters Score -2947078 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -2947906.000000 Penalty: 3357.598633
	Iteration 10Q: 3 clusters Score -2947906 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -2948303.000000 Penalty: 3357.598633
	Iteration 11Q: 3 clusters Score -2948303 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -2948474.000000 Penalty: 3357.598633
	Iteration 12Q: 3 clusters Score -2948474 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -2948568.250000 Penalty: 3357.598633
	Iteration 13Q: 3 clusters Score -2948568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -2948623.000000 Penalty: 3357.598633
	Iteration 14Q: 3 clusters Score -2948623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -2948657.500000 Penalty: 3357.598633
	Iteration 15Q: 3 clusters Score -2948658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -2948679.500000 Penalty: 3357.598633
	Iteration 16Q: 3 clusters Score -2948680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -2948700.500000 Penalty: 3357.598633
	Iteration 17Q: 3 clusters Score -2948700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -2948710.500000 Penalty: 3357.598633
	Iteration 18Q: 3 clusters Score -2948710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -2948715.250000 Penalty: 3357.598633
	Iteration 19Q: 3 clusters Score -2948715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -2948723.500000 Penalty: 3357.598633
	Iteration 20F: 3 clusters Score -2948724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -2948730.250000 Penalty: 3357.598633
	Iteration 21Q: 3 clusters Score -2948730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -2948739.000000 Penalty: 3357.598633
	Iteration 22Q: 3 clusters Score -2948739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -2948739.250000 Penalty: 3357.598633
	Iteration 23Q: 3 clusters Score -2948739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -2948738.500000 Penalty: 3357.598633
	Iteration 24Q: 3 clusters Score -2948738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -2948738.500000 Penalty: 3357.598633
	Iteration 25F: 3 clusters Score -2948738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (21972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Entering Unmasked Estep 
Score: -2055078.125000 Penalty: 1624.597656
	Iteration 0F: 2 clusters Score -2055078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2040114.250000 Penalty: 3249.195312
	Iteration 0F: 3 clusters Score -2040114 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2045764.000000 Penalty: 3249.195312
	Iteration 1F: 3 clusters Score -2045764 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2046286.500000 Penalty: 3249.195312
	Iteration 2F: 3 clusters Score -2046286 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2046828.000000 Penalty: 3249.195312
	Iteration 3F: 3 clusters Score -2046828 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2047435.000000 Penalty: 3249.195312
	Iteration 4F: 3 clusters Score -2047435 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2048030.250000 Penalty: 3249.195312
	Iteration 5F: 3 clusters Score -2048030 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2048664.375000 Penalty: 3249.195312
	Iteration 6F: 3 clusters Score -2048664 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2049353.750000 Penalty: 3249.195312
	Iteration 7F: 3 clusters Score -2049354 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2050138.375000 Penalty: 3249.195312
	Iteration 8F: 3 clusters Score -2050138 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2050930.125000 Penalty: 3249.195312
	Iteration 9Q: 3 clusters Score -2050930 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2051698.125000 Penalty: 3249.195312
	Iteration 10Q: 3 clusters Score -2051698 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2052360.500000 Penalty: 3249.195312
	Iteration 11Q: 3 clusters Score -2052360 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2052855.875000 Penalty: 3249.195312
	Iteration 12Q: 3 clusters Score -2052856 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2053130.375000 Penalty: 3249.195312
	Iteration 13Q: 3 clusters Score -2053130 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2053303.125000 Penalty: 3249.195312
	Iteration 14Q: 3 clusters Score -2053303 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2053395.750000 Penalty: 3249.195312
	Iteration 15Q: 3 clusters Score -2053396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2053470.500000 Penalty: 3249.195312
	Iteration 16Q: 3 clusters Score -2053470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2053529.250000 Penalty: 3249.195312
	Iteration 17Q: 3 clusters Score -2053529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2053573.500000 Penalty: 3249.195312
	Iteration 18Q: 3 clusters Score -2053574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2053603.125000 Penalty: 3249.195312
	Iteration 19Q: 3 clusters Score -2053603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2053636.000000 Penalty: 3249.195312
	Iteration 20F: 3 clusters Score -2053636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2053667.750000 Penalty: 3249.195312
	Iteration 21Q: 3 clusters Score -2053668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2053700.500000 Penalty: 3249.195312
	Iteration 22Q: 3 clusters Score -2053700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2053720.375000 Penalty: 3249.195312
	Iteration 23Q: 3 clusters Score -2053720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2053734.125000 Penalty: 3249.195312
	Iteration 24Q: 3 clusters Score -2053734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2053753.750000 Penalty: 3249.195312
	Iteration 25Q: 3 clusters Score -2053754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2053768.875000 Penalty: 3249.195312
	Iteration 26Q: 3 clusters Score -2053769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2053787.875000 Penalty: 3249.195312
	Iteration 27Q: 3 clusters Score -2053788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2053800.375000 Penalty: 3249.195312
	Iteration 28Q: 3 clusters Score -2053800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2053811.750000 Penalty: 3249.195312
	Iteration 29Q: 3 clusters Score -2053812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2053821.375000 Penalty: 3249.195312
	Iteration 30Q: 3 clusters Score -2053821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2053831.875000 Penalty: 3249.195312
	Iteration 31Q: 3 clusters Score -2053832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2053844.750000 Penalty: 3249.195312
	Iteration 32Q: 3 clusters Score -2053845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2053849.500000 Penalty: 3249.195312
	Iteration 33Q: 3 clusters Score -2053850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2053855.750000 Penalty: 3249.195312
	Iteration 34Q: 3 clusters Score -2053856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2053857.250000 Penalty: 3249.195312
	Iteration 35Q: 3 clusters Score -2053857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2053862.250000 Penalty: 3249.195312
	Iteration 36Q: 3 clusters Score -2053862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2053865.250000 Penalty: 3249.195312
	Iteration 37Q: 3 clusters Score -2053865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2053868.000000 Penalty: 3249.195312
	Iteration 38Q: 3 clusters Score -2053868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2053871.500000 Penalty: 3249.195312
	Iteration 39Q: 3 clusters Score -2053872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2053876.125000 Penalty: 3249.195312
	Iteration 40F: 3 clusters Score -2053876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2053878.375000 Penalty: 3249.195312
	Iteration 41Q: 3 clusters Score -2053878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2053879.875000 Penalty: 3249.195312
	Iteration 42Q: 3 clusters Score -2053880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2053881.875000 Penalty: 3249.195312
	Iteration 43Q: 3 clusters Score -2053882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2053884.500000 Penalty: 3249.195312
	Iteration 44Q: 3 clusters Score -2053884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2053889.625000 Penalty: 3249.195312
	Iteration 45Q: 3 clusters Score -2053890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2053889.625000 Penalty: 3249.195312
	Iteration 46Q: 3 clusters Score -2053890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2053889.375000 Penalty: 3249.195312
	Iteration 47Q: 3 clusters Score -2053889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2053889.375000 Penalty: 3249.195312
	Iteration 48F: 3 clusters Score -2053889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -123851.515625 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -123851.5 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 712 members 
Entering Unmasked Estep 
Score: -122154.640625 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -122154.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -122509.492188 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -122509.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -122607.968750 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -122608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122671.414062 Penalty: 2352.044189
	Iteration 3Q: 3 clusters Score -122671.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122723.828125 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -122723.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -122768.109375 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -122768.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122800.656250 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -122800.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122828.515625 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -122828.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -122850.585938 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -122850.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -122867.507812 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -122867.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122876.437500 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -122876.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -122886.437500 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -122886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122895.562500 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -122895.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -122910.023438 Penalty: 2352.044189
	Iteration 13Q: 3 clusters Score -122910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122925.203125 Penalty: 2352.044189
	Iteration 14Q: 3 clusters Score -122925.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -122944.460938 Penalty: 2352.044189
	Iteration 15Q: 3 clusters Score -122944.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122959.242188 Penalty: 2352.044189
	Iteration 16Q: 3 clusters Score -122959.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -122967.359375 Penalty: 2352.044189
	Iteration 17Q: 3 clusters Score -122967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122971.562500 Penalty: 2352.044189
	Iteration 18Q: 3 clusters Score -122971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -122978.460938 Penalty: 2352.044189
	Iteration 19Q: 3 clusters Score -122978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122982.218750 Penalty: 2352.044189
	Iteration 20F: 3 clusters Score -122982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122986.054688 Penalty: 2352.044189
	Iteration 21Q: 3 clusters Score -122986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -122991.804688 Penalty: 2352.044189
	Iteration 22Q: 3 clusters Score -122991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122995.304688 Penalty: 2352.044189
	Iteration 23Q: 3 clusters Score -122995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -123003.039062 Penalty: 2352.044189
	Iteration 24Q: 3 clusters Score -123003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -123005.617188 Penalty: 2352.044189
	Iteration 25Q: 3 clusters Score -123005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -123008.804688 Penalty: 2352.044189
	Iteration 26Q: 3 clusters Score -123008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -123009.859375 Penalty: 2352.044189
	Iteration 27Q: 3 clusters Score -123009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -123010.187500 Penalty: 2352.044189
	Iteration 28Q: 3 clusters Score -123010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -123011.312500 Penalty: 2352.044189
	Iteration 29Q: 3 clusters Score -123011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -123011.929688 Penalty: 2352.044189
	Iteration 30Q: 3 clusters Score -123011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -123013.250000 Penalty: 2352.044189
	Iteration 31Q: 3 clusters Score -123013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -123013.648438 Penalty: 2352.044189
	Iteration 32Q: 3 clusters Score -123013.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -123013.648438 Penalty: 2352.044189
	Iteration 33F: 3 clusters Score -123013.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Entering Unmasked Estep 
Score: -3347487.000000 Penalty: 1695.897095
	Iteration 0F: 2 clusters Score -3347487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3327246.500000 Penalty: 3391.794189
	Iteration 0F: 3 clusters Score -3327246 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3336314.000000 Penalty: 3391.794189
	Iteration 1F: 3 clusters Score -3336314 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3336964.250000 Penalty: 3391.794189
	Iteration 2Q: 3 clusters Score -3336964 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3337795.000000 Penalty: 3391.794189
	Iteration 3Q: 3 clusters Score -3337795 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3338912.750000 Penalty: 3391.794189
	Iteration 4F: 3 clusters Score -3338913 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3340473.250000 Penalty: 3391.794189
	Iteration 5F: 3 clusters Score -3340473 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3342243.000000 Penalty: 3391.794189
	Iteration 6F: 3 clusters Score -3342243 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3343923.500000 Penalty: 3391.794189
	Iteration 7F: 3 clusters Score -3343924 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3345235.750000 Penalty: 3391.794189
	Iteration 8F: 3 clusters Score -3345236 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3345897.500000 Penalty: 3391.794189
	Iteration 9Q: 3 clusters Score -3345898 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3346206.000000 Penalty: 3391.794189
	Iteration 10Q: 3 clusters Score -3346206 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3346412.750000 Penalty: 3391.794189
	Iteration 11Q: 3 clusters Score -3346413 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3346584.500000 Penalty: 3391.794189
	Iteration 12Q: 3 clusters Score -3346584 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3346760.250000 Penalty: 3391.794189
	Iteration 13Q: 3 clusters Score -3346760 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3346898.000000 Penalty: 3391.794189
	Iteration 14Q: 3 clusters Score -3346898 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3346998.250000 Penalty: 3391.794189
	Iteration 15Q: 3 clusters Score -3346998 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3347075.250000 Penalty: 3391.794189
	Iteration 16Q: 3 clusters Score -3347075 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3347140.750000 Penalty: 3391.794189
	Iteration 17Q: 3 clusters Score -3347141 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3347153.250000 Penalty: 3391.794189
	Iteration 18Q: 3 clusters Score -3347153 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3347176.750000 Penalty: 3391.794189
	Iteration 19Q: 3 clusters Score -3347177 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3347192.500000 Penalty: 3391.794189
	Iteration 20F: 3 clusters Score -3347192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3347190.000000 Penalty: 3391.794189
	Iteration 21Q: 3 clusters Score -3347190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3347194.250000 Penalty: 3391.794189
	Iteration 22Q: 3 clusters Score -3347194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3347193.250000 Penalty: 3391.794189
	Iteration 23Q: 3 clusters Score -3347193 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3347199.750000 Penalty: 3391.794189
	Iteration 24Q: 3 clusters Score -3347200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3347207.500000 Penalty: 3391.794189
	Iteration 25Q: 3 clusters Score -3347208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3347214.750000 Penalty: 3391.794189
	Iteration 26Q: 3 clusters Score -3347215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3347225.250000 Penalty: 3391.794189
	Iteration 27Q: 3 clusters Score -3347225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3347221.000000 Penalty: 3391.794189
	Iteration 28Q: 3 clusters Score -3347221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3347220.000000 Penalty: 3391.794189
	Iteration 29Q: 3 clusters Score -3347220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3347217.750000 Penalty: 3391.794189
	Iteration 30Q: 3 clusters Score -3347218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3347221.000000 Penalty: 3391.794189
	Iteration 31Q: 3 clusters Score -3347221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3347221.750000 Penalty: 3391.794189
	Iteration 32Q: 3 clusters Score -3347222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3347227.000000 Penalty: 3391.794189
	Iteration 33Q: 3 clusters Score -3347227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3347234.750000 Penalty: 3391.794189
	Iteration 34Q: 3 clusters Score -3347235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3347227.500000 Penalty: 3391.794189
	Iteration 35Q: 3 clusters Score -3347228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3347223.500000 Penalty: 3391.794189
	Iteration 36Q: 3 clusters Score -3347224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3347237.000000 Penalty: 3391.794189
	Iteration 37Q: 3 clusters Score -3347237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3347235.000000 Penalty: 3391.794189
	Iteration 38Q: 3 clusters Score -3347235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3347228.000000 Penalty: 3391.794189
	Iteration 39Q: 3 clusters Score -3347228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3347227.250000 Penalty: 3391.794189
	Iteration 40F: 3 clusters Score -3347227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3347230.500000 Penalty: 3391.794189
	Iteration 41Q: 3 clusters Score -3347230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3347232.500000 Penalty: 3391.794189
	Iteration 42Q: 3 clusters Score -3347232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3347229.000000 Penalty: 3391.794189
	Iteration 43Q: 3 clusters Score -3347229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3347231.000000 Penalty: 3391.794189
	Iteration 44Q: 3 clusters Score -3347231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3347234.250000 Penalty: 3391.794189
	Iteration 45Q: 3 clusters Score -3347234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3347235.750000 Penalty: 3391.794189
	Iteration 46Q: 3 clusters Score -3347236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3347234.500000 Penalty: 3391.794189
	Iteration 47Q: 3 clusters Score -3347234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3347230.000000 Penalty: 3391.794189
	Iteration 48Q: 3 clusters Score -3347230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3347225.500000 Penalty: 3391.794189
	Iteration 49Q: 3 clusters Score -3347226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3347228.250000 Penalty: 3391.794189
	Iteration 50Q: 3 clusters Score -3347228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3347224.250000 Penalty: 3391.794189
	Iteration 51Q: 3 clusters Score -3347224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3347225.000000 Penalty: 3391.794189
	Iteration 52Q: 3 clusters Score -3347225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3347221.750000 Penalty: 3391.794189
	Iteration 53Q: 3 clusters Score -3347222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3347213.500000 Penalty: 3391.794189
	Iteration 54Q: 3 clusters Score -3347214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3347217.750000 Penalty: 3391.794189
	Iteration 55Q: 3 clusters Score -3347218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3347217.750000 Penalty: 3391.794189
	Iteration 56Q: 3 clusters Score -3347218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3347214.250000 Penalty: 3391.794189
	Iteration 57Q: 3 clusters Score -3347214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3347222.250000 Penalty: 3391.794189
	Iteration 58Q: 3 clusters Score -3347222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3347213.750000 Penalty: 3391.794189
	Iteration 59Q: 3 clusters Score -3347214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3347208.500000 Penalty: 3391.794189
	Iteration 60F: 3 clusters Score -3347208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3347209.750000 Penalty: 3391.794189
	Iteration 61Q: 3 clusters Score -3347210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3347212.000000 Penalty: 3391.794189
	Iteration 62Q: 3 clusters Score -3347212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3347216.750000 Penalty: 3391.794189
	Iteration 63Q: 3 clusters Score -3347217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3347215.250000 Penalty: 3391.794189
	Iteration 64Q: 3 clusters Score -3347215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3347213.500000 Penalty: 3391.794189
	Iteration 65Q: 3 clusters Score -3347214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3347210.250000 Penalty: 3391.794189
	Iteration 66Q: 3 clusters Score -3347210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3347206.000000 Penalty: 3391.794189
	Iteration 67Q: 3 clusters Score -3347206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3347206.000000 Penalty: 3391.794189
	Iteration 68Q: 3 clusters Score -3347206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3347199.000000 Penalty: 3391.794189
	Iteration 69Q: 3 clusters Score -3347199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3347196.250000 Penalty: 3391.794189
	Iteration 70Q: 3 clusters Score -3347196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3347194.500000 Penalty: 3391.794189
	Iteration 71Q: 3 clusters Score -3347194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3347201.250000 Penalty: 3391.794189
	Iteration 72Q: 3 clusters Score -3347201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3347197.250000 Penalty: 3391.794189
	Iteration 73Q: 3 clusters Score -3347197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3347198.500000 Penalty: 3391.794189
	Iteration 74Q: 3 clusters Score -3347198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3347200.750000 Penalty: 3391.794189
	Iteration 75Q: 3 clusters Score -3347201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3347195.250000 Penalty: 3391.794189
	Iteration 76Q: 3 clusters Score -3347195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3347198.750000 Penalty: 3391.794189
	Iteration 77Q: 3 clusters Score -3347199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3347199.250000 Penalty: 3391.794189
	Iteration 78Q: 3 clusters Score -3347199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3347197.750000 Penalty: 3391.794189
	Iteration 79Q: 3 clusters Score -3347198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3347199.500000 Penalty: 3391.794189
	Iteration 80F: 3 clusters Score -3347200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3347196.000000 Penalty: 3391.794189
	Iteration 81Q: 3 clusters Score -3347196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3347195.000000 Penalty: 3391.794189
	Iteration 82Q: 3 clusters Score -3347195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3347197.000000 Penalty: 3391.794189
	Iteration 83Q: 3 clusters Score -3347197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3347197.750000 Penalty: 3391.794189
	Iteration 84Q: 3 clusters Score -3347198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3347193.250000 Penalty: 3391.794189
	Iteration 85Q: 3 clusters Score -3347193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3347196.000000 Penalty: 3391.794189
	Iteration 86Q: 3 clusters Score -3347196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3347193.250000 Penalty: 3391.794189
	Iteration 87Q: 3 clusters Score -3347193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3347200.250000 Penalty: 3391.794189
	Iteration 88Q: 3 clusters Score -3347200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3347203.000000 Penalty: 3391.794189
	Iteration 89Q: 3 clusters Score -3347203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3347204.000000 Penalty: 3391.794189
	Iteration 90Q: 3 clusters Score -3347204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3347202.000000 Penalty: 3391.794189
	Iteration 91Q: 3 clusters Score -3347202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3347203.000000 Penalty: 3391.794189
	Iteration 92Q: 3 clusters Score -3347203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3347203.000000 Penalty: 3391.794189
	Iteration 93F: 3 clusters Score -3347203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -295747.312500 Penalty: 1311.978516
	Iteration 0F: 2 clusters Score -295747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -292907.687500 Penalty: 2623.957031
	Iteration 0F: 3 clusters Score -292907.7 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -293643.812500 Penalty: 2623.957031
	Iteration 1F: 3 clusters Score -293643.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -293868.406250 Penalty: 2623.957031
	Iteration 2F: 3 clusters Score -293868.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -294039.906250 Penalty: 2623.957031
	Iteration 3F: 3 clusters Score -294039.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -294169.968750 Penalty: 2623.957031
	Iteration 4F: 3 clusters Score -294170 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -294300.031250 Penalty: 2623.957031
	Iteration 5Q: 3 clusters Score -294300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -294435.031250 Penalty: 2623.957031
	Iteration 6Q: 3 clusters Score -294435 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -294545.781250 Penalty: 2623.957031
	Iteration 7Q: 3 clusters Score -294545.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -294627.312500 Penalty: 2623.957031
	Iteration 8Q: 3 clusters Score -294627.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -294709.156250 Penalty: 2623.957031
	Iteration 9Q: 3 clusters Score -294709.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -294775.875000 Penalty: 2623.957031
	Iteration 10Q: 3 clusters Score -294775.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -294854.718750 Penalty: 2623.957031
	Iteration 11Q: 3 clusters Score -294854.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -294903.500000 Penalty: 2623.957031
	Iteration 12Q: 3 clusters Score -294903.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -294936.156250 Penalty: 2623.957031
	Iteration 13Q: 3 clusters Score -294936.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -294963.656250 Penalty: 2623.957031
	Iteration 14Q: 3 clusters Score -294963.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -294985.218750 Penalty: 2623.957031
	Iteration 15Q: 3 clusters Score -294985.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -294998.781250 Penalty: 2623.957031
	Iteration 16Q: 3 clusters Score -294998.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -295006.781250 Penalty: 2623.957031
	Iteration 17Q: 3 clusters Score -295006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -295010.906250 Penalty: 2623.957031
	Iteration 18Q: 3 clusters Score -295010.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -295015.687500 Penalty: 2623.957031
	Iteration 19Q: 3 clusters Score -295015.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -295023.500000 Penalty: 2623.957031
	Iteration 20F: 3 clusters Score -295023.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -295028.812500 Penalty: 2623.957031
	Iteration 21Q: 3 clusters Score -295028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295031.437500 Penalty: 2623.957031
	Iteration 22Q: 3 clusters Score -295031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -295032.562500 Penalty: 2623.957031
	Iteration 23Q: 3 clusters Score -295032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -295033.343750 Penalty: 2623.957031
	Iteration 24Q: 3 clusters Score -295033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295033.437500 Penalty: 2623.957031
	Iteration 25Q: 3 clusters Score -295033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295033.437500 Penalty: 2623.957031
	Iteration 26F: 3 clusters Score -295033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -122912.968750 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -122913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121228.093750 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -121228.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -121618.054688 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -121618.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -121774.710938 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -121774.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -121888.164062 Penalty: 2350.168213
	Iteration 3F: 3 clusters Score -121888.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -121980.125000 Penalty: 2350.168213
	Iteration 4Q: 3 clusters Score -121980.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122035.867188 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -122035.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -122084.203125 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -122084.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122118.218750 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -122118.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -122151.468750 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -122151.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122179.414062 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -122179.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122204.734375 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -122204.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -122230.296875 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -122230.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122263.945312 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -122263.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122298.281250 Penalty: 2350.168213
	Iteration 13Q: 3 clusters Score -122298.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -122322.304688 Penalty: 2350.168213
	Iteration 14Q: 3 clusters Score -122322.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122343.210938 Penalty: 2350.168213
	Iteration 15Q: 3 clusters Score -122343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122353.117188 Penalty: 2350.168213
	Iteration 16Q: 3 clusters Score -122353.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122364.523438 Penalty: 2350.168213
	Iteration 17Q: 3 clusters Score -122364.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122379.109375 Penalty: 2350.168213
	Iteration 18Q: 3 clusters Score -122379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -122393.039062 Penalty: 2350.168213
	Iteration 19Q: 3 clusters Score -122393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -122408.960938 Penalty: 2350.168213
	Iteration 20F: 3 clusters Score -122409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -122437.390625 Penalty: 2350.168213
	Iteration 21Q: 3 clusters Score -122437.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122456.078125 Penalty: 2350.168213
	Iteration 22Q: 3 clusters Score -122456.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122475.054688 Penalty: 2350.168213
	Iteration 23Q: 3 clusters Score -122475.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -122484.515625 Penalty: 2350.168213
	Iteration 24Q: 3 clusters Score -122484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122492.476562 Penalty: 2350.168213
	Iteration 25Q: 3 clusters Score -122492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -122497.171875 Penalty: 2350.168213
	Iteration 26Q: 3 clusters Score -122497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -122498.859375 Penalty: 2350.168213
	Iteration 27Q: 3 clusters Score -122498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122499.320312 Penalty: 2350.168213
	Iteration 28Q: 3 clusters Score -122499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -122500.546875 Penalty: 2350.168213
	Iteration 29Q: 3 clusters Score -122500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -122500.546875 Penalty: 2350.168213
	Iteration 30F: 3 clusters Score -122500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -130648.804688 Penalty: 1180.745850
	Iteration 0F: 2 clusters Score -130648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128919.367188 Penalty: 2361.491699
	Iteration 0F: 3 clusters Score -128919.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129264.390625 Penalty: 2361.491699
	Iteration 1F: 3 clusters Score -129264.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -129361.273438 Penalty: 2361.491699
	Iteration 2F: 3 clusters Score -129361.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -129404.796875 Penalty: 2361.491699
	Iteration 3Q: 3 clusters Score -129404.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -129437.578125 Penalty: 2361.491699
	Iteration 4Q: 3 clusters Score -129437.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129450.164062 Penalty: 2361.491699
	Iteration 5Q: 3 clusters Score -129450.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -129460.546875 Penalty: 2361.491699
	Iteration 6Q: 3 clusters Score -129460.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129471.250000 Penalty: 2361.491699
	Iteration 7Q: 3 clusters Score -129471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129478.648438 Penalty: 2361.491699
	Iteration 8Q: 3 clusters Score -129478.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129485.882812 Penalty: 2361.491699
	Iteration 9Q: 3 clusters Score -129485.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129493.382812 Penalty: 2361.491699
	Iteration 10Q: 3 clusters Score -129493.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129496.218750 Penalty: 2361.491699
	Iteration 11Q: 3 clusters Score -129496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129498.539062 Penalty: 2361.491699
	Iteration 12Q: 3 clusters Score -129498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129502.468750 Penalty: 2361.491699
	Iteration 13Q: 3 clusters Score -129502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -129503.687500 Penalty: 2361.491699
	Iteration 14Q: 3 clusters Score -129503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129505.773438 Penalty: 2361.491699
	Iteration 15Q: 3 clusters Score -129505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -129506.835938 Penalty: 2361.491699
	Iteration 16Q: 3 clusters Score -129506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129507.703125 Penalty: 2361.491699
	Iteration 17Q: 3 clusters Score -129507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -129508.382812 Penalty: 2361.491699
	Iteration 18Q: 3 clusters Score -129508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -129508.382812 Penalty: 2361.491699
	Iteration 19F: 3 clusters Score -129508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 38528 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 34906 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 30081 members 
Mstep: Class 9 contains 24489 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 19312 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40673 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26015 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 7132 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 42894 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 1891 members 
Mstep: Class 29 contains 5165 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1534 members 
Mstep: Class 32 contains 1946 members 
Mstep: Class 33 contains 8569 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30671 members 
Mstep: Class 37 contains 21972 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 34074 members 
Mstep: Class 40 contains 3209 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771084.000000 Penalty: 92275.320312
Iteration 119Q: 44 clusters Score -4.977108e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 38526 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 34919 members 
Mstep: Class 6 contains 41012 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 30114 members 
Mstep: Class 9 contains 24453 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26040 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 7112 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 7096 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1328 members 
Mstep: Class 26 contains 43640 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 1892 members 
Mstep: Class 29 contains 5151 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 1535 members 
Mstep: Class 32 contains 1945 members 
Mstep: Class 33 contains 9003 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30672 members 
Mstep: Class 37 contains 21978 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 34144 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 35711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772688.000000 Penalty: 92275.320312
Iteration 120F: 44 clusters Score -4.977269e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 38519 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 34912 members 
Mstep: Class 6 contains 40963 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 29691 members 
Mstep: Class 9 contains 24431 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 11 contains 19316 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 40677 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25934 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 7107 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 4864 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 12565 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 43492 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 1900 members 
Mstep: Class 29 contains 5142 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 1539 members 
Mstep: Class 32 contains 1943 members 
Mstep: Class 33 contains 9217 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30674 members 
Mstep: Class 37 contains 21969 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 34081 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 36312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772664.000000 Penalty: 92275.320312
Iteration 121Q: 44 clusters Score -4.977266e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 38527 members 
Mstep: Class 4 contains 4332 members 
Mstep: Class 5 contains 34909 members 
Mstep: Class 6 contains 40919 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 29420 members 
Mstep: Class 9 contains 24407 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 19312 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4613 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 40677 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25903 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 7098 members 
Mstep: Class 21 contains 6016 members 
Mstep: Class 22 contains 4864 members 
Mstep: Class 23 contains 7049 members 
Mstep: Class 24 contains 12553 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 43333 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 5128 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 1542 members 
Mstep: Class 32 contains 1937 members 
Mstep: Class 33 contains 9498 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1831 members 
Mstep: Class 36 contains 30678 members 
Mstep: Class 37 contains 21967 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 3219 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 36597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772600.000000 Penalty: 92275.320312
Iteration 122Q: 44 clusters Score -4.97726e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 12870 members 
Mstep: Class 3 contains 38532 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 34927 members 
Mstep: Class 6 contains 40898 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 29217 members 
Mstep: Class 9 contains 24391 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 40673 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25876 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 7088 members 
Mstep: Class 21 contains 6021 members 
Mstep: Class 22 contains 4864 members 
Mstep: Class 23 contains 7021 members 
Mstep: Class 24 contains 12539 members 
Mstep: Class 25 contains 1309 members 
Mstep: Class 26 contains 43224 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 5112 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1544 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 9766 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1828 members 
Mstep: Class 36 contains 30681 members 
Mstep: Class 37 contains 21958 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 34025 members 
Mstep: Class 40 contains 3225 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 36716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772452.000000 Penalty: 92275.320312
Iteration 123Q: 44 clusters Score -4.977245e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 38529 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 34946 members 
Mstep: Class 6 contains 40863 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 29036 members 
Mstep: Class 9 contains 24398 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 40671 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25850 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 7084 members 
Mstep: Class 21 contains 6022 members 
Mstep: Class 22 contains 4865 members 
Mstep: Class 23 contains 6988 members 
Mstep: Class 24 contains 12533 members 
Mstep: Class 25 contains 1306 members 
Mstep: Class 26 contains 43134 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5106 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1544 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 10053 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1829 members 
Mstep: Class 36 contains 30689 members 
Mstep: Class 37 contains 21952 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 34027 members 
Mstep: Class 40 contains 3231 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 36733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772632.000000 Penalty: 92275.320312
Iteration 124Q: 44 clusters Score -4.977263e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 12868 members 
Mstep: Class 3 contains 38531 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 5 contains 34964 members 
Mstep: Class 6 contains 40824 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 28888 members 
Mstep: Class 9 contains 24405 members 
Mstep: Class 10 contains 5302 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25837 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 7078 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 12532 members 
Mstep: Class 25 contains 1306 members 
Mstep: Class 26 contains 43080 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 1912 members 
Mstep: Class 29 contains 5096 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 10335 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1825 members 
Mstep: Class 36 contains 30691 members 
Mstep: Class 37 contains 21948 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 34027 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 36675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772648.000000 Penalty: 92275.320312
Iteration 125Q: 44 clusters Score -4.977265e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 12860 members 
Mstep: Class 3 contains 38532 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 5 contains 34975 members 
Mstep: Class 6 contains 40799 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 28754 members 
Mstep: Class 9 contains 24405 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 40678 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25822 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 6028 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 12532 members 
Mstep: Class 25 contains 1305 members 
Mstep: Class 26 contains 43035 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 5085 members 
Mstep: Class 30 contains 1246 members 
Mstep: Class 31 contains 1548 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 10623 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1824 members 
Mstep: Class 36 contains 30696 members 
Mstep: Class 37 contains 21940 members 
Mstep: Class 38 contains 1416 members 
Mstep: Class 39 contains 34046 members 
Mstep: Class 40 contains 3237 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 36575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772712.000000 Penalty: 92275.320312
Iteration 126Q: 44 clusters Score -4.977271e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12853 members 
Mstep: Class 3 contains 38529 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 34985 members 
Mstep: Class 6 contains 40786 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 28601 members 
Mstep: Class 9 contains 24395 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 19342 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 40683 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25823 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 7056 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 12529 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 42995 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 1912 members 
Mstep: Class 29 contains 5075 members 
Mstep: Class 30 contains 1246 members 
Mstep: Class 31 contains 1548 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 10975 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1832 members 
Mstep: Class 36 contains 30698 members 
Mstep: Class 37 contains 21944 members 
Mstep: Class 38 contains 1420 members 
Mstep: Class 39 contains 34059 members 
Mstep: Class 40 contains 3241 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 36410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772940.000000 Penalty: 92275.320312
Iteration 127Q: 44 clusters Score -4.977294e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12852 members 
Mstep: Class 3 contains 38526 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 35000 members 
Mstep: Class 6 contains 40764 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 28472 members 
Mstep: Class 9 contains 24395 members 
Mstep: Class 10 contains 5298 members 
Mstep: Class 11 contains 19340 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 40681 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25817 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 7044 members 
Mstep: Class 21 contains 6034 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6915 members 
Mstep: Class 24 contains 12520 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 42976 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 1912 members 
Mstep: Class 29 contains 5066 members 
Mstep: Class 30 contains 1246 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 1914 members 
Mstep: Class 33 contains 11339 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30702 members 
Mstep: Class 37 contains 21948 members 
Mstep: Class 38 contains 1424 members 
Mstep: Class 39 contains 34069 members 
Mstep: Class 40 contains 3248 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 36204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773240.000000 Penalty: 92275.320312
Iteration 128Q: 44 clusters Score -4.977324e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 12851 members 
Mstep: Class 3 contains 38532 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 35007 members 
Mstep: Class 6 contains 40745 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 28353 members 
Mstep: Class 9 contains 24398 members 
Mstep: Class 10 contains 5286 members 
Mstep: Class 11 contains 19345 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 40679 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25811 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6902 members 
Mstep: Class 24 contains 12503 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 42944 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 1914 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 1246 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1909 members 
Mstep: Class 33 contains 11737 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30702 members 
Mstep: Class 37 contains 21952 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 34078 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 35959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773456.000000 Penalty: 92275.320312
Iteration 129Q: 44 clusters Score -4.977346e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 38526 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 35013 members 
Mstep: Class 6 contains 40729 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 28207 members 
Mstep: Class 9 contains 24393 members 
Mstep: Class 10 contains 5284 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 6153 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 40684 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25813 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6880 members 
Mstep: Class 24 contains 12500 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 42925 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 1915 members 
Mstep: Class 29 contains 5048 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1909 members 
Mstep: Class 33 contains 12146 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30707 members 
Mstep: Class 37 contains 21952 members 
Mstep: Class 38 contains 1430 members 
Mstep: Class 39 contains 34088 members 
Mstep: Class 40 contains 3260 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 35718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773780.000000 Penalty: 92275.320312
Iteration 130Q: 44 clusters Score -4.977378e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12846 members 
Mstep: Class 3 contains 38528 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 35023 members 
Mstep: Class 6 contains 40696 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 28066 members 
Mstep: Class 9 contains 24398 members 
Mstep: Class 10 contains 5284 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 40691 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25821 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 7026 members 
Mstep: Class 21 contains 6046 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6856 members 
Mstep: Class 24 contains 12490 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 42910 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5043 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 12580 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 30705 members 
Mstep: Class 37 contains 21948 members 
Mstep: Class 38 contains 1434 members 
Mstep: Class 39 contains 34092 members 
Mstep: Class 40 contains 3263 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 35467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773996.000000 Penalty: 92275.320312
Iteration 131Q: 44 clusters Score -4.9774e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12843 members 
Mstep: Class 3 contains 38524 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 35037 members 
Mstep: Class 6 contains 40652 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 27935 members 
Mstep: Class 9 contains 24406 members 
Mstep: Class 10 contains 5280 members 
Mstep: Class 11 contains 19358 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 6146 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 40694 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25842 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 6045 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6851 members 
Mstep: Class 24 contains 12485 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 42866 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1554 members 
Mstep: Class 32 contains 1902 members 
Mstep: Class 33 contains 13005 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1834 members 
Mstep: Class 36 contains 30704 members 
Mstep: Class 37 contains 21935 members 
Mstep: Class 38 contains 1436 members 
Mstep: Class 39 contains 34100 members 
Mstep: Class 40 contains 3265 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 35223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774216.000000 Penalty: 92275.320312
Iteration 132Q: 44 clusters Score -4.977422e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 12842 members 
Mstep: Class 3 contains 38527 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 35043 members 
Mstep: Class 6 contains 40618 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 27802 members 
Mstep: Class 9 contains 24429 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 19358 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 40701 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25861 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 6045 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6844 members 
Mstep: Class 24 contains 12472 members 
Mstep: Class 25 contains 1299 members 
Mstep: Class 26 contains 42833 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5035 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1556 members 
Mstep: Class 32 contains 1900 members 
Mstep: Class 33 contains 13428 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1832 members 
Mstep: Class 36 contains 30706 members 
Mstep: Class 37 contains 21926 members 
Mstep: Class 38 contains 1437 members 
Mstep: Class 39 contains 34111 members 
Mstep: Class 40 contains 3266 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 34954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774540.000000 Penalty: 92275.320312
Iteration 133Q: 44 clusters Score -4.977454e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 12839 members 
Mstep: Class 3 contains 38529 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 35053 members 
Mstep: Class 6 contains 40602 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 27652 members 
Mstep: Class 9 contains 24451 members 
Mstep: Class 10 contains 5277 members 
Mstep: Class 11 contains 19357 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 6141 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 40703 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25873 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6985 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6835 members 
Mstep: Class 24 contains 12464 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 42795 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1558 members 
Mstep: Class 32 contains 1899 members 
Mstep: Class 33 contains 13883 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30708 members 
Mstep: Class 37 contains 21922 members 
Mstep: Class 38 contains 1437 members 
Mstep: Class 39 contains 34115 members 
Mstep: Class 40 contains 3266 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 34676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774820.000000 Penalty: 92275.320312
Iteration 134Q: 44 clusters Score -4.977482e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12838 members 
Mstep: Class 3 contains 38537 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 35060 members 
Mstep: Class 6 contains 40583 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 27506 members 
Mstep: Class 9 contains 24471 members 
Mstep: Class 10 contains 5277 members 
Mstep: Class 11 contains 19357 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 6140 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 40706 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25894 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6826 members 
Mstep: Class 24 contains 12452 members 
Mstep: Class 25 contains 1298 members 
Mstep: Class 26 contains 42792 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1559 members 
Mstep: Class 32 contains 1893 members 
Mstep: Class 33 contains 14314 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30705 members 
Mstep: Class 37 contains 21916 members 
Mstep: Class 38 contains 1437 members 
Mstep: Class 39 contains 34118 members 
Mstep: Class 40 contains 3268 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 34376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775052.000000 Penalty: 92275.320312
Iteration 135Q: 44 clusters Score -4.977505e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 12837 members 
Mstep: Class 3 contains 38538 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 35057 members 
Mstep: Class 6 contains 40556 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 27347 members 
Mstep: Class 9 contains 24493 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 19361 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 40706 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25904 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6818 members 
Mstep: Class 24 contains 12446 members 
Mstep: Class 25 contains 1298 members 
Mstep: Class 26 contains 42799 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5030 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1558 members 
Mstep: Class 32 contains 1890 members 
Mstep: Class 33 contains 14715 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30700 members 
Mstep: Class 37 contains 21922 members 
Mstep: Class 38 contains 1437 members 
Mstep: Class 39 contains 34133 members 
Mstep: Class 40 contains 3269 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 34110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775384.000000 Penalty: 92275.320312
Iteration 136Q: 44 clusters Score -4.977538e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 12835 members 
Mstep: Class 3 contains 38538 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 35059 members 
Mstep: Class 6 contains 40555 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 27201 members 
Mstep: Class 9 contains 24509 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 6137 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 40711 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25929 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6812 members 
Mstep: Class 24 contains 12437 members 
Mstep: Class 25 contains 1298 members 
Mstep: Class 26 contains 42785 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5028 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1560 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 15079 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1838 members 
Mstep: Class 36 contains 30695 members 
Mstep: Class 37 contains 21923 members 
Mstep: Class 38 contains 1438 members 
Mstep: Class 39 contains 34136 members 
Mstep: Class 40 contains 3270 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 33865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775460.000000 Penalty: 92275.320312
Iteration 137Q: 44 clusters Score -4.977546e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 12835 members 
Mstep: Class 3 contains 38536 members 
Mstep: Class 4 contains 4575 members 
Mstep: Class 5 contains 35048 members 
Mstep: Class 6 contains 40558 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 27062 members 
Mstep: Class 9 contains 24514 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 40722 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 25970 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6909 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6808 members 
Mstep: Class 24 contains 12429 members 
Mstep: Class 25 contains 1298 members 
Mstep: Class 26 contains 42787 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5025 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1561 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 15460 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30693 members 
Mstep: Class 37 contains 21917 members 
Mstep: Class 38 contains 1439 members 
Mstep: Class 39 contains 34132 members 
Mstep: Class 40 contains 3272 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 33572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775392.000000 Penalty: 92275.320312
Iteration 138Q: 44 clusters Score -4.977539e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12833 members 
Mstep: Class 3 contains 38537 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 35045 members 
Mstep: Class 6 contains 40566 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 24528 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26005 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6873 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6802 members 
Mstep: Class 24 contains 12423 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 42764 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1560 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 15862 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30693 members 
Mstep: Class 37 contains 21922 members 
Mstep: Class 38 contains 1439 members 
Mstep: Class 39 contains 34122 members 
Mstep: Class 40 contains 3275 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 33274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775484.000000 Penalty: 92275.320312
Iteration 139Q: 44 clusters Score -4.977548e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12832 members 
Mstep: Class 3 contains 38543 members 
Mstep: Class 4 contains 4666 members 
Mstep: Class 5 contains 35032 members 
Mstep: Class 6 contains 40568 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 26808 members 
Mstep: Class 9 contains 24539 members 
Mstep: Class 10 contains 5273 members 
Mstep: Class 11 contains 19377 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 40728 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26039 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6835 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 24 contains 12418 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 42782 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 1880 members 
Mstep: Class 33 contains 16294 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30688 members 
Mstep: Class 37 contains 21927 members 
Mstep: Class 38 contains 1439 members 
Mstep: Class 39 contains 34119 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 32906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775448.000000 Penalty: 92275.320312
Iteration 140F: 44 clusters Score -4.977545e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 12832 members 
Mstep: Class 3 contains 38549 members 
Mstep: Class 4 contains 4715 members 
Mstep: Class 5 contains 35025 members 
Mstep: Class 6 contains 40553 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 26696 members 
Mstep: Class 9 contains 24549 members 
Mstep: Class 10 contains 5272 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40730 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6782 members 
Mstep: Class 21 contains 6045 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 12412 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 42775 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1565 members 
Mstep: Class 32 contains 1878 members 
Mstep: Class 33 contains 16776 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1836 members 
Mstep: Class 36 contains 30685 members 
Mstep: Class 37 contains 21929 members 
Mstep: Class 38 contains 1440 members 
Mstep: Class 39 contains 34104 members 
Mstep: Class 40 contains 3277 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 32531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775392.000000 Penalty: 92275.320312
Iteration 141Q: 44 clusters Score -4.977539e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 12832 members 
Mstep: Class 3 contains 38553 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 35019 members 
Mstep: Class 6 contains 40538 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 26580 members 
Mstep: Class 9 contains 24552 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26119 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6710 members 
Mstep: Class 21 contains 6048 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6779 members 
Mstep: Class 24 contains 12403 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 42746 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 1879 members 
Mstep: Class 33 contains 17338 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30687 members 
Mstep: Class 37 contains 21934 members 
Mstep: Class 38 contains 1440 members 
Mstep: Class 39 contains 34116 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 32079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775572.000000 Penalty: 92275.320312
Iteration 142Q: 44 clusters Score -4.977557e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 12829 members 
Mstep: Class 3 contains 38560 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 35009 members 
Mstep: Class 6 contains 40529 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 26469 members 
Mstep: Class 9 contains 24552 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40739 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26162 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 6050 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6774 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 42733 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1567 members 
Mstep: Class 32 contains 1878 members 
Mstep: Class 33 contains 17796 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1834 members 
Mstep: Class 36 contains 30688 members 
Mstep: Class 37 contains 21936 members 
Mstep: Class 38 contains 1441 members 
Mstep: Class 39 contains 34115 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775572.000000 Penalty: 92275.320312
Iteration 143Q: 44 clusters Score -4.977557e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12829 members 
Mstep: Class 3 contains 38565 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 35000 members 
Mstep: Class 6 contains 40524 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 26367 members 
Mstep: Class 9 contains 24551 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26212 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 6053 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6772 members 
Mstep: Class 24 contains 12390 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 42705 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1570 members 
Mstep: Class 32 contains 1877 members 
Mstep: Class 33 contains 18186 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30687 members 
Mstep: Class 37 contains 21927 members 
Mstep: Class 38 contains 1441 members 
Mstep: Class 39 contains 34109 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775664.000000 Penalty: 92275.320312
Iteration 144Q: 44 clusters Score -4.977566e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 12827 members 
Mstep: Class 3 contains 38569 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 34992 members 
Mstep: Class 6 contains 40511 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 26259 members 
Mstep: Class 9 contains 24571 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40754 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26257 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 6056 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6766 members 
Mstep: Class 24 contains 12381 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 42660 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 18532 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1836 members 
Mstep: Class 36 contains 30687 members 
Mstep: Class 37 contains 21934 members 
Mstep: Class 38 contains 1441 members 
Mstep: Class 39 contains 34100 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775856.000000 Penalty: 92275.320312
Iteration 145Q: 44 clusters Score -4.977586e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 38577 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 35008 members 
Mstep: Class 6 contains 40497 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 24576 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 19390 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40760 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26303 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 12380 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 42601 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1872 members 
Mstep: Class 33 contains 18843 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1831 members 
Mstep: Class 36 contains 30688 members 
Mstep: Class 37 contains 21927 members 
Mstep: Class 38 contains 1442 members 
Mstep: Class 39 contains 34081 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775864.000000 Penalty: 92275.320312
Iteration 146Q: 44 clusters Score -4.977586e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12821 members 
Mstep: Class 3 contains 38589 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 35015 members 
Mstep: Class 6 contains 40481 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 26071 members 
Mstep: Class 9 contains 24579 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40759 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26349 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 6750 members 
Mstep: Class 24 contains 12371 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 42528 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 19117 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1832 members 
Mstep: Class 36 contains 30687 members 
Mstep: Class 37 contains 21922 members 
Mstep: Class 38 contains 1443 members 
Mstep: Class 39 contains 34065 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775768.000000 Penalty: 92275.320312
Iteration 147Q: 44 clusters Score -4.977577e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12819 members 
Mstep: Class 3 contains 38599 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 35033 members 
Mstep: Class 6 contains 40451 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 25978 members 
Mstep: Class 9 contains 24589 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 19388 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26391 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 6063 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 12369 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 42458 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 30687 members 
Mstep: Class 37 contains 21910 members 
Mstep: Class 38 contains 1445 members 
Mstep: Class 39 contains 34055 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775888.000000 Penalty: 92275.320312
Iteration 148Q: 44 clusters Score -4.977589e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12818 members 
Mstep: Class 3 contains 38608 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 35039 members 
Mstep: Class 6 contains 40432 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 25887 members 
Mstep: Class 9 contains 24609 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 19388 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 40763 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26433 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 12366 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 42395 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1865 members 
Mstep: Class 33 contains 19544 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30688 members 
Mstep: Class 37 contains 21908 members 
Mstep: Class 38 contains 1447 members 
Mstep: Class 39 contains 34032 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775708.000000 Penalty: 92275.320312
Iteration 149Q: 44 clusters Score -4.977571e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12817 members 
Mstep: Class 3 contains 38616 members 
Mstep: Class 4 contains 5301 members 
Mstep: Class 5 contains 35067 members 
Mstep: Class 6 contains 40403 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 25790 members 
Mstep: Class 9 contains 24630 members 
Mstep: Class 10 contains 5262 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 40771 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26484 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6250 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 12362 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 42351 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 1247 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1865 members 
Mstep: Class 33 contains 19725 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30690 members 
Mstep: Class 37 contains 21895 members 
Mstep: Class 38 contains 1449 members 
Mstep: Class 39 contains 34010 members 
Mstep: Class 40 contains 3281 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775808.000000 Penalty: 92275.320312
Iteration 150Q: 44 clusters Score -4.977581e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12815 members 
Mstep: Class 3 contains 38627 members 
Mstep: Class 4 contains 5332 members 
Mstep: Class 5 contains 35085 members 
Mstep: Class 6 contains 40377 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 25686 members 
Mstep: Class 9 contains 24653 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 19388 members 
Mstep: Class 12 contains 4863 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 40775 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26537 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 12359 members 
Mstep: Class 25 contains 1297 members 
Mstep: Class 26 contains 42331 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 5018 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1866 members 
Mstep: Class 33 contains 19857 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30692 members 
Mstep: Class 37 contains 21886 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33996 members 
Mstep: Class 40 contains 3283 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775664.000000 Penalty: 92275.320312
Iteration 151Q: 44 clusters Score -4.977566e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12812 members 
Mstep: Class 3 contains 38629 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 35115 members 
Mstep: Class 6 contains 40350 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 25609 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 5262 members 
Mstep: Class 11 contains 19388 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26587 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6180 members 
Mstep: Class 21 contains 6063 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6722 members 
Mstep: Class 24 contains 12353 members 
Mstep: Class 25 contains 1298 members 
Mstep: Class 26 contains 42281 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1866 members 
Mstep: Class 33 contains 19982 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30694 members 
Mstep: Class 37 contains 21863 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33981 members 
Mstep: Class 40 contains 3283 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775828.000000 Penalty: 92275.320312
Iteration 152Q: 44 clusters Score -4.977583e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12812 members 
Mstep: Class 3 contains 38627 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 5 contains 35136 members 
Mstep: Class 6 contains 40335 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 25534 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 19387 members 
Mstep: Class 12 contains 4860 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40787 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26629 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6152 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6718 members 
Mstep: Class 24 contains 12350 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 42240 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 1920 members 
Mstep: Class 29 contains 5016 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1865 members 
Mstep: Class 33 contains 20085 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30690 members 
Mstep: Class 37 contains 21850 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33973 members 
Mstep: Class 40 contains 3283 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775700.000000 Penalty: 92275.320312
Iteration 153Q: 44 clusters Score -4.97757e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 38623 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 35145 members 
Mstep: Class 6 contains 40323 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25470 members 
Mstep: Class 9 contains 24718 members 
Mstep: Class 10 contains 5260 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 4862 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26674 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6137 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6709 members 
Mstep: Class 24 contains 12343 members 
Mstep: Class 25 contains 1305 members 
Mstep: Class 26 contains 42198 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 1921 members 
Mstep: Class 29 contains 5016 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 20165 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30682 members 
Mstep: Class 37 contains 21837 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33948 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775712.000000 Penalty: 92275.320312
Iteration 154Q: 44 clusters Score -4.977571e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12812 members 
Mstep: Class 3 contains 38625 members 
Mstep: Class 4 contains 5407 members 
Mstep: Class 5 contains 35133 members 
Mstep: Class 6 contains 40293 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25417 members 
Mstep: Class 9 contains 24751 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 19384 members 
Mstep: Class 12 contains 4862 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40792 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26724 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6128 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 12334 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 42146 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 1922 members 
Mstep: Class 29 contains 5014 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1859 members 
Mstep: Class 33 contains 20248 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 30673 members 
Mstep: Class 37 contains 21837 members 
Mstep: Class 38 contains 1451 members 
Mstep: Class 39 contains 33913 members 
Mstep: Class 40 contains 3283 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775712.000000 Penalty: 92275.320312
Iteration 155Q: 44 clusters Score -4.977571e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12812 members 
Mstep: Class 3 contains 38626 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 35126 members 
Mstep: Class 6 contains 40260 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25357 members 
Mstep: Class 9 contains 24769 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 19387 members 
Mstep: Class 12 contains 4863 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26769 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6112 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 12332 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 42096 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 1922 members 
Mstep: Class 29 contains 5014 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1858 members 
Mstep: Class 33 contains 20333 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 30671 members 
Mstep: Class 37 contains 21843 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33893 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775860.000000 Penalty: 92275.320312
Iteration 156Q: 44 clusters Score -4.977586e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 38625 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 35118 members 
Mstep: Class 6 contains 40228 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25288 members 
Mstep: Class 9 contains 24785 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 4862 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26828 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6110 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 12328 members 
Mstep: Class 25 contains 1306 members 
Mstep: Class 26 contains 42053 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 1922 members 
Mstep: Class 29 contains 5013 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20413 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1835 members 
Mstep: Class 36 contains 30666 members 
Mstep: Class 37 contains 21836 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33862 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775916.000000 Penalty: 92275.320312
Iteration 157Q: 44 clusters Score -4.977592e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 12807 members 
Mstep: Class 3 contains 38620 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 35112 members 
Mstep: Class 6 contains 40216 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25243 members 
Mstep: Class 9 contains 24806 members 
Mstep: Class 10 contains 5255 members 
Mstep: Class 11 contains 19385 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40804 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26878 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6099 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6689 members 
Mstep: Class 24 contains 12323 members 
Mstep: Class 25 contains 1307 members 
Mstep: Class 26 contains 42009 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 1922 members 
Mstep: Class 29 contains 5012 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20474 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30660 members 
Mstep: Class 37 contains 21835 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33832 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775816.000000 Penalty: 92275.320312
Iteration 158Q: 44 clusters Score -4.977582e+07 nChanged 526
Entering ConstructFrom: 
Score: -49775816.000000 Penalty: 92275.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -403965.062500 Penalty: 1359.421753
	Iteration 0F: 2 clusters Score -403965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -400459.625000 Penalty: 2718.843506
	Iteration 0F: 3 clusters Score -400459.6 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -401408.218750 Penalty: 2718.843506
	Iteration 1F: 3 clusters Score -401408.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -401598.250000 Penalty: 2718.843506
	Iteration 2F: 3 clusters Score -401598.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -401741.531250 Penalty: 2718.843506
	Iteration 3F: 3 clusters Score -401741.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -401862.187500 Penalty: 2718.843506
	Iteration 4Q: 3 clusters Score -401862.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -401991.718750 Penalty: 2718.843506
	Iteration 5Q: 3 clusters Score -401991.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -402100.000000 Penalty: 2718.843506
	Iteration 6Q: 3 clusters Score -402100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -402209.312500 Penalty: 2718.843506
	Iteration 7Q: 3 clusters Score -402209.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -402308.125000 Penalty: 2718.843506
	Iteration 8Q: 3 clusters Score -402308.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -402410.343750 Penalty: 2718.843506
	Iteration 9Q: 3 clusters Score -402410.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -402484.031250 Penalty: 2718.843506
	Iteration 10Q: 3 clusters Score -402484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -402532.781250 Penalty: 2718.843506
	Iteration 11Q: 3 clusters Score -402532.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -402567.531250 Penalty: 2718.843506
	Iteration 12Q: 3 clusters Score -402567.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -402593.468750 Penalty: 2718.843506
	Iteration 13Q: 3 clusters Score -402593.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -402613.343750 Penalty: 2718.843506
	Iteration 14Q: 3 clusters Score -402613.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -402632.718750 Penalty: 2718.843506
	Iteration 15Q: 3 clusters Score -402632.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -402646.812500 Penalty: 2718.843506
	Iteration 16Q: 3 clusters Score -402646.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -402659.625000 Penalty: 2718.843506
	Iteration 17Q: 3 clusters Score -402659.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -402678.437500 Penalty: 2718.843506
	Iteration 18Q: 3 clusters Score -402678.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -402695.843750 Penalty: 2718.843506
	Iteration 19Q: 3 clusters Score -402695.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -402714.031250 Penalty: 2718.843506
	Iteration 20F: 3 clusters Score -402714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -402733.437500 Penalty: 2718.843506
	Iteration 21Q: 3 clusters Score -402733.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -402749.625000 Penalty: 2718.843506
	Iteration 22Q: 3 clusters Score -402749.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -402767.968750 Penalty: 2718.843506
	Iteration 23Q: 3 clusters Score -402768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -402787.250000 Penalty: 2718.843506
	Iteration 24Q: 3 clusters Score -402787.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -402810.281250 Penalty: 2718.843506
	Iteration 25Q: 3 clusters Score -402810.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -402834.031250 Penalty: 2718.843506
	Iteration 26Q: 3 clusters Score -402834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -402849.656250 Penalty: 2718.843506
	Iteration 27Q: 3 clusters Score -402849.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -402860.906250 Penalty: 2718.843506
	Iteration 28Q: 3 clusters Score -402860.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -402869.781250 Penalty: 2718.843506
	Iteration 29Q: 3 clusters Score -402869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -402878.500000 Penalty: 2718.843506
	Iteration 30Q: 3 clusters Score -402878.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -402883.625000 Penalty: 2718.843506
	Iteration 31Q: 3 clusters Score -402883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -402886.906250 Penalty: 2718.843506
	Iteration 32Q: 3 clusters Score -402886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -402892.343750 Penalty: 2718.843506
	Iteration 33Q: 3 clusters Score -402892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -402894.656250 Penalty: 2718.843506
	Iteration 34Q: 3 clusters Score -402894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -402897.343750 Penalty: 2718.843506
	Iteration 35Q: 3 clusters Score -402897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -402899.343750 Penalty: 2718.843506
	Iteration 36Q: 3 clusters Score -402899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -402903.218750 Penalty: 2718.843506
	Iteration 37Q: 3 clusters Score -402903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -402904.406250 Penalty: 2718.843506
	Iteration 38Q: 3 clusters Score -402904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -402909.531250 Penalty: 2718.843506
	Iteration 39Q: 3 clusters Score -402909.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -402918.187500 Penalty: 2718.843506
	Iteration 40F: 3 clusters Score -402918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -402923.750000 Penalty: 2718.843506
	Iteration 41Q: 3 clusters Score -402923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -402925.875000 Penalty: 2718.843506
	Iteration 42Q: 3 clusters Score -402925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -402927.343750 Penalty: 2718.843506
	Iteration 43Q: 3 clusters Score -402927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -402929.937500 Penalty: 2718.843506
	Iteration 44Q: 3 clusters Score -402929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -402930.906250 Penalty: 2718.843506
	Iteration 45Q: 3 clusters Score -402930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -402932.718750 Penalty: 2718.843506
	Iteration 46Q: 3 clusters Score -402932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -402932.718750 Penalty: 2718.843506
	Iteration 47Q: 3 clusters Score -402932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -402932.562500 Penalty: 2718.843506
	Iteration 48Q: 3 clusters Score -402932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -402934.312500 Penalty: 2718.843506
	Iteration 49Q: 3 clusters Score -402934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -402934.062500 Penalty: 2718.843506
	Iteration 50Q: 3 clusters Score -402934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -402934.406250 Penalty: 2718.843506
	Iteration 51Q: 3 clusters Score -402934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -402934.406250 Penalty: 2718.843506
	Iteration 52F: 3 clusters Score -402934.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Entering Unmasked Estep 
Score: -1201245.875000 Penalty: 1536.896729
	Iteration 0F: 2 clusters Score -1201246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1192195.000000 Penalty: 3073.793457
	Iteration 0F: 3 clusters Score -1192195 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1195474.250000 Penalty: 3073.793457
	Iteration 1F: 3 clusters Score -1195474 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1195903.375000 Penalty: 3073.793457
	Iteration 2F: 3 clusters Score -1195903 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1196335.500000 Penalty: 3073.793457
	Iteration 3F: 3 clusters Score -1196336 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1196855.750000 Penalty: 3073.793457
	Iteration 4F: 3 clusters Score -1196856 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1197458.750000 Penalty: 3073.793457
	Iteration 5F: 3 clusters Score -1197459 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1198174.250000 Penalty: 3073.793457
	Iteration 6F: 3 clusters Score -1198174 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1198834.250000 Penalty: 3073.793457
	Iteration 7F: 3 clusters Score -1198834 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1199371.000000 Penalty: 3073.793457
	Iteration 8Q: 3 clusters Score -1199371 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1199807.750000 Penalty: 3073.793457
	Iteration 9Q: 3 clusters Score -1199808 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1200156.875000 Penalty: 3073.793457
	Iteration 10Q: 3 clusters Score -1200157 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1200440.000000 Penalty: 3073.793457
	Iteration 11Q: 3 clusters Score -1200440 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1200627.250000 Penalty: 3073.793457
	Iteration 12Q: 3 clusters Score -1200627 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1200757.250000 Penalty: 3073.793457
	Iteration 13Q: 3 clusters Score -1200757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1200839.500000 Penalty: 3073.793457
	Iteration 14Q: 3 clusters Score -1200840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1200889.500000 Penalty: 3073.793457
	Iteration 15Q: 3 clusters Score -1200890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1200909.875000 Penalty: 3073.793457
	Iteration 16Q: 3 clusters Score -1200910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1200920.625000 Penalty: 3073.793457
	Iteration 17Q: 3 clusters Score -1200921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1200929.500000 Penalty: 3073.793457
	Iteration 18Q: 3 clusters Score -1200930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1200934.875000 Penalty: 3073.793457
	Iteration 19Q: 3 clusters Score -1200935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1200935.500000 Penalty: 3073.793457
	Iteration 20F: 3 clusters Score -1200936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1200935.875000 Penalty: 3073.793457
	Iteration 21Q: 3 clusters Score -1200936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1200938.625000 Penalty: 3073.793457
	Iteration 22Q: 3 clusters Score -1200939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1200939.250000 Penalty: 3073.793457
	Iteration 23Q: 3 clusters Score -1200939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1200939.250000 Penalty: 3073.793457
	Iteration 24F: 3 clusters Score -1200939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Entering Unmasked Estep 
Score: -3696582.250000 Penalty: 1716.235352
	Iteration 0F: 2 clusters Score -3696582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3671605.750000 Penalty: 3432.470703
	Iteration 0F: 3 clusters Score -3671606 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3681588.500000 Penalty: 3432.470703
	Iteration 1F: 3 clusters Score -3681588 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3682092.750000 Penalty: 3432.470703
	Iteration 2Q: 3 clusters Score -3682093 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3682589.500000 Penalty: 3432.470703
	Iteration 3Q: 3 clusters Score -3682590 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3683216.250000 Penalty: 3432.470703
	Iteration 4Q: 3 clusters Score -3683216 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3684040.000000 Penalty: 3432.470703
	Iteration 5Q: 3 clusters Score -3684040 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -3684991.250000 Penalty: 3432.470703
	Iteration 6F: 3 clusters Score -3684991 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3686130.500000 Penalty: 3432.470703
	Iteration 7F: 3 clusters Score -3686130 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3687473.500000 Penalty: 3432.470703
	Iteration 8F: 3 clusters Score -3687474 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3688731.750000 Penalty: 3432.470703
	Iteration 9F: 3 clusters Score -3688732 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3689687.000000 Penalty: 3432.470703
	Iteration 10Q: 3 clusters Score -3689687 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3690187.750000 Penalty: 3432.470703
	Iteration 11Q: 3 clusters Score -3690188 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3690405.000000 Penalty: 3432.470703
	Iteration 12Q: 3 clusters Score -3690405 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3690508.250000 Penalty: 3432.470703
	Iteration 13Q: 3 clusters Score -3690508 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3690559.750000 Penalty: 3432.470703
	Iteration 14Q: 3 clusters Score -3690560 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3690599.000000 Penalty: 3432.470703
	Iteration 15Q: 3 clusters Score -3690599 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3690656.000000 Penalty: 3432.470703
	Iteration 16Q: 3 clusters Score -3690656 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3690718.500000 Penalty: 3432.470703
	Iteration 17Q: 3 clusters Score -3690718 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3690744.000000 Penalty: 3432.470703
	Iteration 18Q: 3 clusters Score -3690744 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3690782.000000 Penalty: 3432.470703
	Iteration 19Q: 3 clusters Score -3690782 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3690798.500000 Penalty: 3432.470703
	Iteration 20F: 3 clusters Score -3690798 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3690822.250000 Penalty: 3432.470703
	Iteration 21Q: 3 clusters Score -3690822 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3690858.750000 Penalty: 3432.470703
	Iteration 22Q: 3 clusters Score -3690859 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3690881.000000 Penalty: 3432.470703
	Iteration 23Q: 3 clusters Score -3690881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3690923.000000 Penalty: 3432.470703
	Iteration 24Q: 3 clusters Score -3690923 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3690965.750000 Penalty: 3432.470703
	Iteration 25Q: 3 clusters Score -3690966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3690985.250000 Penalty: 3432.470703
	Iteration 26Q: 3 clusters Score -3690985 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3691015.000000 Penalty: 3432.470703
	Iteration 27Q: 3 clusters Score -3691015 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3691037.000000 Penalty: 3432.470703
	Iteration 28Q: 3 clusters Score -3691037 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3691057.000000 Penalty: 3432.470703
	Iteration 29Q: 3 clusters Score -3691057 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3691072.750000 Penalty: 3432.470703
	Iteration 30Q: 3 clusters Score -3691073 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3691110.250000 Penalty: 3432.470703
	Iteration 31Q: 3 clusters Score -3691110 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3691128.500000 Penalty: 3432.470703
	Iteration 32Q: 3 clusters Score -3691128 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3691167.750000 Penalty: 3432.470703
	Iteration 33Q: 3 clusters Score -3691168 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3691186.250000 Penalty: 3432.470703
	Iteration 34Q: 3 clusters Score -3691186 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3691220.750000 Penalty: 3432.470703
	Iteration 35Q: 3 clusters Score -3691221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3691254.000000 Penalty: 3432.470703
	Iteration 36Q: 3 clusters Score -3691254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3691274.500000 Penalty: 3432.470703
	Iteration 37Q: 3 clusters Score -3691274 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3691323.000000 Penalty: 3432.470703
	Iteration 38Q: 3 clusters Score -3691323 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3691348.000000 Penalty: 3432.470703
	Iteration 39Q: 3 clusters Score -3691348 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3691413.000000 Penalty: 3432.470703
	Iteration 40F: 3 clusters Score -3691413 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3691436.500000 Penalty: 3432.470703
	Iteration 41Q: 3 clusters Score -3691436 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3691472.750000 Penalty: 3432.470703
	Iteration 42Q: 3 clusters Score -3691473 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3691499.500000 Penalty: 3432.470703
	Iteration 43Q: 3 clusters Score -3691500 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3691539.000000 Penalty: 3432.470703
	Iteration 44Q: 3 clusters Score -3691539 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -3691575.750000 Penalty: 3432.470703
	Iteration 45Q: 3 clusters Score -3691576 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3691585.000000 Penalty: 3432.470703
	Iteration 46Q: 3 clusters Score -3691585 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3691615.750000 Penalty: 3432.470703
	Iteration 47Q: 3 clusters Score -3691616 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3691638.250000 Penalty: 3432.470703
	Iteration 48Q: 3 clusters Score -3691638 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3691657.000000 Penalty: 3432.470703
	Iteration 49Q: 3 clusters Score -3691657 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3691679.750000 Penalty: 3432.470703
	Iteration 50Q: 3 clusters Score -3691680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3691721.250000 Penalty: 3432.470703
	Iteration 51Q: 3 clusters Score -3691721 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3691744.750000 Penalty: 3432.470703
	Iteration 52Q: 3 clusters Score -3691745 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3691798.500000 Penalty: 3432.470703
	Iteration 53Q: 3 clusters Score -3691798 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3691831.250000 Penalty: 3432.470703
	Iteration 54Q: 3 clusters Score -3691831 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3691881.750000 Penalty: 3432.470703
	Iteration 55Q: 3 clusters Score -3691882 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3691930.250000 Penalty: 3432.470703
	Iteration 56Q: 3 clusters Score -3691930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3691986.500000 Penalty: 3432.470703
	Iteration 57Q: 3 clusters Score -3691986 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3692056.000000 Penalty: 3432.470703
	Iteration 58Q: 3 clusters Score -3692056 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3692129.750000 Penalty: 3432.470703
	Iteration 59Q: 3 clusters Score -3692130 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3692212.250000 Penalty: 3432.470703
	Iteration 60F: 3 clusters Score -3692212 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -3692296.750000 Penalty: 3432.470703
	Iteration 61Q: 3 clusters Score -3692297 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3692423.000000 Penalty: 3432.470703
	Iteration 62Q: 3 clusters Score -3692423 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -3692539.250000 Penalty: 3432.470703
	Iteration 63Q: 3 clusters Score -3692539 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3692670.750000 Penalty: 3432.470703
	Iteration 64Q: 3 clusters Score -3692671 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -3692800.750000 Penalty: 3432.470703
	Iteration 65Q: 3 clusters Score -3692801 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -3692917.000000 Penalty: 3432.470703
	Iteration 66Q: 3 clusters Score -3692917 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -3693024.000000 Penalty: 3432.470703
	Iteration 67Q: 3 clusters Score -3693024 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3693163.750000 Penalty: 3432.470703
	Iteration 68Q: 3 clusters Score -3693164 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -3693278.000000 Penalty: 3432.470703
	Iteration 69Q: 3 clusters Score -3693278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -3693411.500000 Penalty: 3432.470703
	Iteration 70Q: 3 clusters Score -3693412 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -3693546.000000 Penalty: 3432.470703
	Iteration 71Q: 3 clusters Score -3693546 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -3693682.000000 Penalty: 3432.470703
	Iteration 72Q: 3 clusters Score -3693682 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -3693942.750000 Penalty: 3432.470703
	Iteration 73Q: 3 clusters Score -3693943 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -3694265.000000 Penalty: 3432.470703
	Iteration 74Q: 3 clusters Score -3694265 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -3694629.500000 Penalty: 3432.470703
	Iteration 75Q: 3 clusters Score -3694630 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -3694964.500000 Penalty: 3432.470703
	Iteration 76Q: 3 clusters Score -3694964 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -3695246.000000 Penalty: 3432.470703
	Iteration 77Q: 3 clusters Score -3695246 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -3695445.750000 Penalty: 3432.470703
	Iteration 78Q: 3 clusters Score -3695446 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -3695579.500000 Penalty: 3432.470703
	Iteration 79Q: 3 clusters Score -3695580 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -3695667.000000 Penalty: 3432.470703
	Iteration 80F: 3 clusters Score -3695667 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -3695743.250000 Penalty: 3432.470703
	Iteration 81Q: 3 clusters Score -3695743 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3695787.250000 Penalty: 3432.470703
	Iteration 82Q: 3 clusters Score -3695787 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -3695822.750000 Penalty: 3432.470703
	Iteration 83Q: 3 clusters Score -3695823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -3695841.500000 Penalty: 3432.470703
	Iteration 84Q: 3 clusters Score -3695842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -3695857.250000 Penalty: 3432.470703
	Iteration 85Q: 3 clusters Score -3695857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -3695858.000000 Penalty: 3432.470703
	Iteration 86Q: 3 clusters Score -3695858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -3695862.500000 Penalty: 3432.470703
	Iteration 87Q: 3 clusters Score -3695862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -3695877.250000 Penalty: 3432.470703
	Iteration 88Q: 3 clusters Score -3695877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -3695884.500000 Penalty: 3432.470703
	Iteration 89Q: 3 clusters Score -3695884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -3695870.750000 Penalty: 3432.470703
	Iteration 90Q: 3 clusters Score -3695871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -3695872.250000 Penalty: 3432.470703
	Iteration 91Q: 3 clusters Score -3695872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -3695872.500000 Penalty: 3432.470703
	Iteration 92Q: 3 clusters Score -3695872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3695877.250000 Penalty: 3432.470703
	Iteration 93Q: 3 clusters Score -3695877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -3695873.750000 Penalty: 3432.470703
	Iteration 94Q: 3 clusters Score -3695874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -3695871.750000 Penalty: 3432.470703
	Iteration 95Q: 3 clusters Score -3695872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -3695874.000000 Penalty: 3432.470703
	Iteration 96Q: 3 clusters Score -3695874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -3695868.000000 Penalty: 3432.470703
	Iteration 97Q: 3 clusters Score -3695868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -3695872.750000 Penalty: 3432.470703
	Iteration 98Q: 3 clusters Score -3695873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -3695869.000000 Penalty: 3432.470703
	Iteration 99Q: 3 clusters Score -3695869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -3695863.500000 Penalty: 3432.470703
	Iteration 100F: 3 clusters Score -3695864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -3695864.250000 Penalty: 3432.470703
	Iteration 101Q: 3 clusters Score -3695864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -3695866.250000 Penalty: 3432.470703
	Iteration 102Q: 3 clusters Score -3695866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -3695863.500000 Penalty: 3432.470703
	Iteration 103Q: 3 clusters Score -3695864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -3695861.500000 Penalty: 3432.470703
	Iteration 104Q: 3 clusters Score -3695862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -3695855.250000 Penalty: 3432.470703
	Iteration 105Q: 3 clusters Score -3695855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -3695854.500000 Penalty: 3432.470703
	Iteration 106Q: 3 clusters Score -3695854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -3695855.000000 Penalty: 3432.470703
	Iteration 107Q: 3 clusters Score -3695855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -3695858.750000 Penalty: 3432.470703
	Iteration 108Q: 3 clusters Score -3695859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -3695859.250000 Penalty: 3432.470703
	Iteration 109Q: 3 clusters Score -3695859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -3695852.000000 Penalty: 3432.470703
	Iteration 110Q: 3 clusters Score -3695852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -3695846.000000 Penalty: 3432.470703
	Iteration 111Q: 3 clusters Score -3695846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -3695844.500000 Penalty: 3432.470703
	Iteration 112Q: 3 clusters Score -3695844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -3695846.750000 Penalty: 3432.470703
	Iteration 113Q: 3 clusters Score -3695847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3695847.750000 Penalty: 3432.470703
	Iteration 114Q: 3 clusters Score -3695848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -3695842.000000 Penalty: 3432.470703
	Iteration 115Q: 3 clusters Score -3695842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -3695842.500000 Penalty: 3432.470703
	Iteration 116Q: 3 clusters Score -3695842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -3695842.750000 Penalty: 3432.470703
	Iteration 117Q: 3 clusters Score -3695843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -3695843.000000 Penalty: 3432.470703
	Iteration 118Q: 3 clusters Score -3695843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -3695845.750000 Penalty: 3432.470703
	Iteration 119Q: 3 clusters Score -3695846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -3695841.750000 Penalty: 3432.470703
	Iteration 120F: 3 clusters Score -3695842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -3695842.000000 Penalty: 3432.470703
	Iteration 121Q: 3 clusters Score -3695842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3695841.000000 Penalty: 3432.470703
	Iteration 122Q: 3 clusters Score -3695841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3695843.250000 Penalty: 3432.470703
	Iteration 123Q: 3 clusters Score -3695843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -3695837.500000 Penalty: 3432.470703
	Iteration 124Q: 3 clusters Score -3695838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -3695836.250000 Penalty: 3432.470703
	Iteration 125Q: 3 clusters Score -3695836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -3695838.500000 Penalty: 3432.470703
	Iteration 126Q: 3 clusters Score -3695838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -3695834.000000 Penalty: 3432.470703
	Iteration 127Q: 3 clusters Score -3695834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -3695830.750000 Penalty: 3432.470703
	Iteration 128Q: 3 clusters Score -3695831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -3695832.750000 Penalty: 3432.470703
	Iteration 129Q: 3 clusters Score -3695833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -3695835.250000 Penalty: 3432.470703
	Iteration 130Q: 3 clusters Score -3695835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -3695830.500000 Penalty: 3432.470703
	Iteration 131Q: 3 clusters Score -3695830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -3695833.000000 Penalty: 3432.470703
	Iteration 132Q: 3 clusters Score -3695833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -3695835.750000 Penalty: 3432.470703
	Iteration 133Q: 3 clusters Score -3695836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -3695833.000000 Penalty: 3432.470703
	Iteration 134Q: 3 clusters Score -3695833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -3695835.000000 Penalty: 3432.470703
	Iteration 135Q: 3 clusters Score -3695835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -3695831.250000 Penalty: 3432.470703
	Iteration 136Q: 3 clusters Score -3695831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -3695830.500000 Penalty: 3432.470703
	Iteration 137Q: 3 clusters Score -3695830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3695830.250000 Penalty: 3432.470703
	Iteration 138Q: 3 clusters Score -3695830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -3695833.750000 Penalty: 3432.470703
	Iteration 139Q: 3 clusters Score -3695834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -3695827.750000 Penalty: 3432.470703
	Iteration 140F: 3 clusters Score -3695828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -3695826.750000 Penalty: 3432.470703
	Iteration 141Q: 3 clusters Score -3695827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -3695825.000000 Penalty: 3432.470703
	Iteration 142Q: 3 clusters Score -3695825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -3695827.500000 Penalty: 3432.470703
	Iteration 143Q: 3 clusters Score -3695828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -3695829.250000 Penalty: 3432.470703
	Iteration 144Q: 3 clusters Score -3695829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -3695829.250000 Penalty: 3432.470703
	Iteration 145F: 3 clusters Score -3695829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -490302.906250 Penalty: 1398.434814
	Iteration 0F: 2 clusters Score -490302.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -486011.906250 Penalty: 2796.869629
	Iteration 0F: 3 clusters Score -486011.9 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -487229.593750 Penalty: 2796.869629
	Iteration 1F: 3 clusters Score -487229.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -487390.343750 Penalty: 2796.869629
	Iteration 2F: 3 clusters Score -487390.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -487528.000000 Penalty: 2796.869629
	Iteration 3F: 3 clusters Score -487528 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -487638.218750 Penalty: 2796.869629
	Iteration 4Q: 3 clusters Score -487638.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -487745.875000 Penalty: 2796.869629
	Iteration 5Q: 3 clusters Score -487745.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -487850.250000 Penalty: 2796.869629
	Iteration 6Q: 3 clusters Score -487850.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -487959.875000 Penalty: 2796.869629
	Iteration 7Q: 3 clusters Score -487959.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -488058.000000 Penalty: 2796.869629
	Iteration 8Q: 3 clusters Score -488058 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -488162.718750 Penalty: 2796.869629
	Iteration 9Q: 3 clusters Score -488162.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -488266.750000 Penalty: 2796.869629
	Iteration 10Q: 3 clusters Score -488266.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -488367.656250 Penalty: 2796.869629
	Iteration 11Q: 3 clusters Score -488367.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -488458.031250 Penalty: 2796.869629
	Iteration 12Q: 3 clusters Score -488458 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -488561.718750 Penalty: 2796.869629
	Iteration 13Q: 3 clusters Score -488561.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -488655.343750 Penalty: 2796.869629
	Iteration 14Q: 3 clusters Score -488655.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -488738.062500 Penalty: 2796.869629
	Iteration 15Q: 3 clusters Score -488738.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -488810.968750 Penalty: 2796.869629
	Iteration 16Q: 3 clusters Score -488811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -488865.593750 Penalty: 2796.869629
	Iteration 17Q: 3 clusters Score -488865.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -488908.718750 Penalty: 2796.869629
	Iteration 18Q: 3 clusters Score -488908.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -488940.531250 Penalty: 2796.869629
	Iteration 19Q: 3 clusters Score -488940.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -488963.968750 Penalty: 2796.869629
	Iteration 20F: 3 clusters Score -488964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -488977.187500 Penalty: 2796.869629
	Iteration 21Q: 3 clusters Score -488977.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -488986.687500 Penalty: 2796.869629
	Iteration 22Q: 3 clusters Score -488986.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -488995.281250 Penalty: 2796.869629
	Iteration 23Q: 3 clusters Score -488995.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -489001.875000 Penalty: 2796.869629
	Iteration 24Q: 3 clusters Score -489001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -489006.406250 Penalty: 2796.869629
	Iteration 25Q: 3 clusters Score -489006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -489007.968750 Penalty: 2796.869629
	Iteration 26Q: 3 clusters Score -489008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -489010.656250 Penalty: 2796.869629
	Iteration 27Q: 3 clusters Score -489010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -489012.562500 Penalty: 2796.869629
	Iteration 28Q: 3 clusters Score -489012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -489012.781250 Penalty: 2796.869629
	Iteration 29Q: 3 clusters Score -489012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -489015.312500 Penalty: 2796.869629
	Iteration 30Q: 3 clusters Score -489015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -489016.937500 Penalty: 2796.869629
	Iteration 31Q: 3 clusters Score -489016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -489019.562500 Penalty: 2796.869629
	Iteration 32Q: 3 clusters Score -489019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -489021.531250 Penalty: 2796.869629
	Iteration 33Q: 3 clusters Score -489021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -489025.968750 Penalty: 2796.869629
	Iteration 34Q: 3 clusters Score -489026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -489030.375000 Penalty: 2796.869629
	Iteration 35Q: 3 clusters Score -489030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -489035.406250 Penalty: 2796.869629
	Iteration 36Q: 3 clusters Score -489035.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -489035.406250 Penalty: 2796.869629
	Iteration 37Q: 3 clusters Score -489035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -489037.187500 Penalty: 2796.869629
	Iteration 38Q: 3 clusters Score -489037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -489038.750000 Penalty: 2796.869629
	Iteration 39Q: 3 clusters Score -489038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -489039.218750 Penalty: 2796.869629
	Iteration 40F: 3 clusters Score -489039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -489040.125000 Penalty: 2796.869629
	Iteration 41Q: 3 clusters Score -489040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -489040.562500 Penalty: 2796.869629
	Iteration 42Q: 3 clusters Score -489040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -489040.562500 Penalty: 2796.869629
	Iteration 43F: 3 clusters Score -489040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Entering Unmasked Estep 
Score: -3319105.000000 Penalty: 1700.782715
	Iteration 0F: 2 clusters Score -3319105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3296173.000000 Penalty: 3401.565430
	Iteration 0F: 3 clusters Score -3296173 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3305284.500000 Penalty: 3401.565430
	Iteration 1F: 3 clusters Score -3305284 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3305734.750000 Penalty: 3401.565430
	Iteration 2Q: 3 clusters Score -3305735 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3306281.250000 Penalty: 3401.565430
	Iteration 3Q: 3 clusters Score -3306281 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3307004.500000 Penalty: 3401.565430
	Iteration 4Q: 3 clusters Score -3307004 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3307993.250000 Penalty: 3401.565430
	Iteration 5F: 3 clusters Score -3307993 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3309439.500000 Penalty: 3401.565430
	Iteration 6F: 3 clusters Score -3309440 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3311357.250000 Penalty: 3401.565430
	Iteration 7F: 3 clusters Score -3311357 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3313511.750000 Penalty: 3401.565430
	Iteration 8F: 3 clusters Score -3313512 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3315498.000000 Penalty: 3401.565430
	Iteration 9F: 3 clusters Score -3315498 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3316772.750000 Penalty: 3401.565430
	Iteration 10Q: 3 clusters Score -3316773 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3317323.000000 Penalty: 3401.565430
	Iteration 11Q: 3 clusters Score -3317323 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3317524.250000 Penalty: 3401.565430
	Iteration 12Q: 3 clusters Score -3317524 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3317615.500000 Penalty: 3401.565430
	Iteration 13Q: 3 clusters Score -3317616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3317679.500000 Penalty: 3401.565430
	Iteration 14Q: 3 clusters Score -3317680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3317691.500000 Penalty: 3401.565430
	Iteration 15Q: 3 clusters Score -3317692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3317704.000000 Penalty: 3401.565430
	Iteration 16Q: 3 clusters Score -3317704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3317715.750000 Penalty: 3401.565430
	Iteration 17Q: 3 clusters Score -3317716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3317719.000000 Penalty: 3401.565430
	Iteration 18Q: 3 clusters Score -3317719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3317725.250000 Penalty: 3401.565430
	Iteration 19Q: 3 clusters Score -3317725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3317723.250000 Penalty: 3401.565430
	Iteration 20F: 3 clusters Score -3317723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3317727.250000 Penalty: 3401.565430
	Iteration 21Q: 3 clusters Score -3317727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3317724.750000 Penalty: 3401.565430
	Iteration 22Q: 3 clusters Score -3317725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3317724.750000 Penalty: 3401.565430
	Iteration 23Q: 3 clusters Score -3317725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3317724.500000 Penalty: 3401.565430
	Iteration 24Q: 3 clusters Score -3317724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3317724.500000 Penalty: 3401.565430
	Iteration 25F: 3 clusters Score -3317724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Entering Unmasked Estep 
Score: -3957982.000000 Penalty: 1722.803955
	Iteration 0F: 2 clusters Score -3957982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3936098.000000 Penalty: 3445.607910
	Iteration 0F: 3 clusters Score -3936098 nChanged 18603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3946502.750000 Penalty: 3445.607910
	Iteration 1F: 3 clusters Score -3946503 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3947025.750000 Penalty: 3445.607910
	Iteration 2Q: 3 clusters Score -3947026 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3947555.750000 Penalty: 3445.607910
	Iteration 3Q: 3 clusters Score -3947556 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3948179.750000 Penalty: 3445.607910
	Iteration 4Q: 3 clusters Score -3948180 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3948954.000000 Penalty: 3445.607910
	Iteration 5Q: 3 clusters Score -3948954 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3949919.250000 Penalty: 3445.607910
	Iteration 6F: 3 clusters Score -3949919 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3951157.000000 Penalty: 3445.607910
	Iteration 7F: 3 clusters Score -3951157 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3952836.000000 Penalty: 3445.607910
	Iteration 8F: 3 clusters Score -3952836 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3954715.250000 Penalty: 3445.607910
	Iteration 9F: 3 clusters Score -3954715 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3956383.500000 Penalty: 3445.607910
	Iteration 10F: 3 clusters Score -3956384 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3957009.000000 Penalty: 3445.607910
	Iteration 11Q: 3 clusters Score -3957009 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3957263.500000 Penalty: 3445.607910
	Iteration 12Q: 3 clusters Score -3957264 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3957280.500000 Penalty: 3445.607910
	Iteration 13Q: 3 clusters Score -3957280 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3957312.500000 Penalty: 3445.607910
	Iteration 14Q: 3 clusters Score -3957312 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3957329.500000 Penalty: 3445.607910
	Iteration 15Q: 3 clusters Score -3957330 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3957296.500000 Penalty: 3445.607910
	Iteration 16Q: 3 clusters Score -3957296 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3957262.000000 Penalty: 3445.607910
	Iteration 17Q: 3 clusters Score -3957262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3957249.250000 Penalty: 3445.607910
	Iteration 18Q: 3 clusters Score -3957249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3957225.250000 Penalty: 3445.607910
	Iteration 19Q: 3 clusters Score -3957225 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3957224.250000 Penalty: 3445.607910
	Iteration 20F: 3 clusters Score -3957224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3957229.500000 Penalty: 3445.607910
	Iteration 21Q: 3 clusters Score -3957230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3957215.000000 Penalty: 3445.607910
	Iteration 22Q: 3 clusters Score -3957215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3957200.750000 Penalty: 3445.607910
	Iteration 23Q: 3 clusters Score -3957201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3957191.750000 Penalty: 3445.607910
	Iteration 24Q: 3 clusters Score -3957192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3957191.750000 Penalty: 3445.607910
	Iteration 25Q: 3 clusters Score -3957192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3957160.750000 Penalty: 3445.607910
	Iteration 26Q: 3 clusters Score -3957161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3957172.000000 Penalty: 3445.607910
	Iteration 27Q: 3 clusters Score -3957172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3957162.500000 Penalty: 3445.607910
	Iteration 28Q: 3 clusters Score -3957162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3957159.750000 Penalty: 3445.607910
	Iteration 29Q: 3 clusters Score -3957160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3957170.250000 Penalty: 3445.607910
	Iteration 30Q: 3 clusters Score -3957170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3957167.000000 Penalty: 3445.607910
	Iteration 31Q: 3 clusters Score -3957167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3957151.250000 Penalty: 3445.607910
	Iteration 32Q: 3 clusters Score -3957151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3957158.000000 Penalty: 3445.607910
	Iteration 33Q: 3 clusters Score -3957158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3957162.000000 Penalty: 3445.607910
	Iteration 34Q: 3 clusters Score -3957162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3957162.000000 Penalty: 3445.607910
	Iteration 35Q: 3 clusters Score -3957162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3957166.000000 Penalty: 3445.607910
	Iteration 36Q: 3 clusters Score -3957166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3957143.750000 Penalty: 3445.607910
	Iteration 37Q: 3 clusters Score -3957144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3957150.250000 Penalty: 3445.607910
	Iteration 38Q: 3 clusters Score -3957150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3957148.750000 Penalty: 3445.607910
	Iteration 39Q: 3 clusters Score -3957149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3957153.750000 Penalty: 3445.607910
	Iteration 40F: 3 clusters Score -3957154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3957151.750000 Penalty: 3445.607910
	Iteration 41Q: 3 clusters Score -3957152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3957156.250000 Penalty: 3445.607910
	Iteration 42Q: 3 clusters Score -3957156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3957150.000000 Penalty: 3445.607910
	Iteration 43Q: 3 clusters Score -3957150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3957152.250000 Penalty: 3445.607910
	Iteration 44Q: 3 clusters Score -3957152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3957147.250000 Penalty: 3445.607910
	Iteration 45Q: 3 clusters Score -3957147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3957147.250000 Penalty: 3445.607910
	Iteration 46Q: 3 clusters Score -3957147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3957155.500000 Penalty: 3445.607910
	Iteration 47Q: 3 clusters Score -3957156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3957157.500000 Penalty: 3445.607910
	Iteration 48Q: 3 clusters Score -3957158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3957159.000000 Penalty: 3445.607910
	Iteration 49Q: 3 clusters Score -3957159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3957159.000000 Penalty: 3445.607910
	Iteration 50F: 3 clusters Score -3957159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -87267.976562 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -87267.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -85759.328125 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -85759.33 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -86080.523438 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -86080.52 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -86245.156250 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -86245.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -86440.578125 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -86440.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -86556.796875 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -86556.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -86684.671875 Penalty: 2281.562012
	Iteration 5F: 3 clusters Score -86684.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -86804.000000 Penalty: 2281.562012
	Iteration 6F: 3 clusters Score -86804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -86882.500000 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -86882.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -86953.937500 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -86953.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -87018.968750 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -87018.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -87045.765625 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -87045.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -87057.132812 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -87057.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -87071.710938 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -87071.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -87085.898438 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -87085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -87094.507812 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -87094.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -87103.726562 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -87103.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87106.578125 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -87106.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -87107.898438 Penalty: 2281.562012
	Iteration 17Q: 3 clusters Score -87107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87108.656250 Penalty: 2281.562012
	Iteration 18Q: 3 clusters Score -87108.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87108.656250 Penalty: 2281.562012
	Iteration 19F: 3 clusters Score -87108.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2280689.500000 Penalty: 1646.704590
	Iteration 0F: 2 clusters Score -2280690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2263859.750000 Penalty: 3293.409180
	Iteration 0F: 3 clusters Score -2263860 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2270310.500000 Penalty: 3293.409180
	Iteration 1F: 3 clusters Score -2270310 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2270862.750000 Penalty: 3293.409180
	Iteration 2F: 3 clusters Score -2270863 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2271493.500000 Penalty: 3293.409180
	Iteration 3F: 3 clusters Score -2271494 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2272225.250000 Penalty: 3293.409180
	Iteration 4F: 3 clusters Score -2272225 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2272962.250000 Penalty: 3293.409180
	Iteration 5F: 3 clusters Score -2272962 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2273658.750000 Penalty: 3293.409180
	Iteration 6F: 3 clusters Score -2273659 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2274368.250000 Penalty: 3293.409180
	Iteration 7Q: 3 clusters Score -2274368 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2275077.500000 Penalty: 3293.409180
	Iteration 8Q: 3 clusters Score -2275078 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2275798.250000 Penalty: 3293.409180
	Iteration 9Q: 3 clusters Score -2275798 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2276575.250000 Penalty: 3293.409180
	Iteration 10Q: 3 clusters Score -2276575 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2277293.250000 Penalty: 3293.409180
	Iteration 11Q: 3 clusters Score -2277293 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2277939.500000 Penalty: 3293.409180
	Iteration 12Q: 3 clusters Score -2277940 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2278436.250000 Penalty: 3293.409180
	Iteration 13Q: 3 clusters Score -2278436 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2278759.750000 Penalty: 3293.409180
	Iteration 14Q: 3 clusters Score -2278760 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2278951.750000 Penalty: 3293.409180
	Iteration 15Q: 3 clusters Score -2278952 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2279086.750000 Penalty: 3293.409180
	Iteration 16Q: 3 clusters Score -2279087 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2279195.750000 Penalty: 3293.409180
	Iteration 17Q: 3 clusters Score -2279196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2279263.250000 Penalty: 3293.409180
	Iteration 18Q: 3 clusters Score -2279263 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2279317.750000 Penalty: 3293.409180
	Iteration 19Q: 3 clusters Score -2279318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2279346.000000 Penalty: 3293.409180
	Iteration 20F: 3 clusters Score -2279346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2279361.500000 Penalty: 3293.409180
	Iteration 21Q: 3 clusters Score -2279362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2279385.000000 Penalty: 3293.409180
	Iteration 22Q: 3 clusters Score -2279385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2279394.000000 Penalty: 3293.409180
	Iteration 23Q: 3 clusters Score -2279394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2279402.250000 Penalty: 3293.409180
	Iteration 24Q: 3 clusters Score -2279402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2279414.250000 Penalty: 3293.409180
	Iteration 25Q: 3 clusters Score -2279414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2279418.750000 Penalty: 3293.409180
	Iteration 26Q: 3 clusters Score -2279419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2279423.500000 Penalty: 3293.409180
	Iteration 27Q: 3 clusters Score -2279424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2279434.250000 Penalty: 3293.409180
	Iteration 28Q: 3 clusters Score -2279434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2279434.250000 Penalty: 3293.409180
	Iteration 29Q: 3 clusters Score -2279434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2279436.500000 Penalty: 3293.409180
	Iteration 30Q: 3 clusters Score -2279436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2279437.500000 Penalty: 3293.409180
	Iteration 31Q: 3 clusters Score -2279438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2279439.500000 Penalty: 3293.409180
	Iteration 32Q: 3 clusters Score -2279440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2279444.000000 Penalty: 3293.409180
	Iteration 33Q: 3 clusters Score -2279444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2279448.750000 Penalty: 3293.409180
	Iteration 34Q: 3 clusters Score -2279449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2279452.250000 Penalty: 3293.409180
	Iteration 35Q: 3 clusters Score -2279452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2279452.750000 Penalty: 3293.409180
	Iteration 36Q: 3 clusters Score -2279453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2279457.250000 Penalty: 3293.409180
	Iteration 37Q: 3 clusters Score -2279457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2279457.500000 Penalty: 3293.409180
	Iteration 38Q: 3 clusters Score -2279458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2279457.500000 Penalty: 3293.409180
	Iteration 39Q: 3 clusters Score -2279458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2279457.500000 Penalty: 3293.409180
	Iteration 40F: 3 clusters Score -2279458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Entering Unmasked Estep 
Score: -2326377.500000 Penalty: 1644.409912
	Iteration 0F: 2 clusters Score -2326378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2309584.500000 Penalty: 3288.819824
	Iteration 0F: 3 clusters Score -2309584 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2315791.000000 Penalty: 3288.819824
	Iteration 1F: 3 clusters Score -2315791 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2316204.000000 Penalty: 3288.819824
	Iteration 2Q: 3 clusters Score -2316204 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2316617.250000 Penalty: 3288.819824
	Iteration 3Q: 3 clusters Score -2316617 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2317060.000000 Penalty: 3288.819824
	Iteration 4Q: 3 clusters Score -2317060 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2317445.500000 Penalty: 3288.819824
	Iteration 5Q: 3 clusters Score -2317446 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2317846.500000 Penalty: 3288.819824
	Iteration 6Q: 3 clusters Score -2317846 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2318275.750000 Penalty: 3288.819824
	Iteration 7Q: 3 clusters Score -2318276 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2318714.750000 Penalty: 3288.819824
	Iteration 8Q: 3 clusters Score -2318715 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2319164.000000 Penalty: 3288.819824
	Iteration 9Q: 3 clusters Score -2319164 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2319659.250000 Penalty: 3288.819824
	Iteration 10Q: 3 clusters Score -2319659 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2320275.750000 Penalty: 3288.819824
	Iteration 11Q: 3 clusters Score -2320276 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2320970.750000 Penalty: 3288.819824
	Iteration 12Q: 3 clusters Score -2320971 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2321733.500000 Penalty: 3288.819824
	Iteration 13Q: 3 clusters Score -2321734 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2322317.250000 Penalty: 3288.819824
	Iteration 14Q: 3 clusters Score -2322317 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2322651.000000 Penalty: 3288.819824
	Iteration 15Q: 3 clusters Score -2322651 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2322865.000000 Penalty: 3288.819824
	Iteration 16Q: 3 clusters Score -2322865 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2323065.000000 Penalty: 3288.819824
	Iteration 17Q: 3 clusters Score -2323065 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2323273.250000 Penalty: 3288.819824
	Iteration 18Q: 3 clusters Score -2323273 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2323466.250000 Penalty: 3288.819824
	Iteration 19Q: 3 clusters Score -2323466 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2323654.250000 Penalty: 3288.819824
	Iteration 20F: 3 clusters Score -2323654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2323832.500000 Penalty: 3288.819824
	Iteration 21Q: 3 clusters Score -2323832 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2323981.000000 Penalty: 3288.819824
	Iteration 22Q: 3 clusters Score -2323981 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2324092.500000 Penalty: 3288.819824
	Iteration 23Q: 3 clusters Score -2324092 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2324210.250000 Penalty: 3288.819824
	Iteration 24Q: 3 clusters Score -2324210 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2324316.750000 Penalty: 3288.819824
	Iteration 25Q: 3 clusters Score -2324317 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2324405.750000 Penalty: 3288.819824
	Iteration 26Q: 3 clusters Score -2324406 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2324494.750000 Penalty: 3288.819824
	Iteration 27Q: 3 clusters Score -2324495 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2324558.250000 Penalty: 3288.819824
	Iteration 28Q: 3 clusters Score -2324558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2324619.500000 Penalty: 3288.819824
	Iteration 29Q: 3 clusters Score -2324620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2324657.250000 Penalty: 3288.819824
	Iteration 30Q: 3 clusters Score -2324657 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2324700.250000 Penalty: 3288.819824
	Iteration 31Q: 3 clusters Score -2324700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2324738.500000 Penalty: 3288.819824
	Iteration 32Q: 3 clusters Score -2324738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2324769.000000 Penalty: 3288.819824
	Iteration 33Q: 3 clusters Score -2324769 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2324795.500000 Penalty: 3288.819824
	Iteration 34Q: 3 clusters Score -2324796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2324818.000000 Penalty: 3288.819824
	Iteration 35Q: 3 clusters Score -2324818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2324839.750000 Penalty: 3288.819824
	Iteration 36Q: 3 clusters Score -2324840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2324858.000000 Penalty: 3288.819824
	Iteration 37Q: 3 clusters Score -2324858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2324882.500000 Penalty: 3288.819824
	Iteration 38Q: 3 clusters Score -2324882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2324903.500000 Penalty: 3288.819824
	Iteration 39Q: 3 clusters Score -2324904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2324928.500000 Penalty: 3288.819824
	Iteration 40F: 3 clusters Score -2324928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2324936.750000 Penalty: 3288.819824
	Iteration 41Q: 3 clusters Score -2324937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2324947.000000 Penalty: 3288.819824
	Iteration 42Q: 3 clusters Score -2324947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2324955.750000 Penalty: 3288.819824
	Iteration 43Q: 3 clusters Score -2324956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2324968.000000 Penalty: 3288.819824
	Iteration 44Q: 3 clusters Score -2324968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2324982.500000 Penalty: 3288.819824
	Iteration 45Q: 3 clusters Score -2324982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2324990.500000 Penalty: 3288.819824
	Iteration 46Q: 3 clusters Score -2324990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2324990.500000 Penalty: 3288.819824
	Iteration 47Q: 3 clusters Score -2324990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2324993.500000 Penalty: 3288.819824
	Iteration 48Q: 3 clusters Score -2324994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2325001.500000 Penalty: 3288.819824
	Iteration 49Q: 3 clusters Score -2325002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2325000.250000 Penalty: 3288.819824
	Iteration 50Q: 3 clusters Score -2325000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2325001.250000 Penalty: 3288.819824
	Iteration 51Q: 3 clusters Score -2325001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2325001.250000 Penalty: 3288.819824
	Iteration 52Q: 3 clusters Score -2325001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2325003.500000 Penalty: 3288.819824
	Iteration 53Q: 3 clusters Score -2325004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2325009.500000 Penalty: 3288.819824
	Iteration 54Q: 3 clusters Score -2325010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2325005.750000 Penalty: 3288.819824
	Iteration 55Q: 3 clusters Score -2325006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2325006.750000 Penalty: 3288.819824
	Iteration 56Q: 3 clusters Score -2325007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2325006.500000 Penalty: 3288.819824
	Iteration 57Q: 3 clusters Score -2325006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2325005.750000 Penalty: 3288.819824
	Iteration 58Q: 3 clusters Score -2325006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2325009.000000 Penalty: 3288.819824
	Iteration 59Q: 3 clusters Score -2325009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2325009.750000 Penalty: 3288.819824
	Iteration 60F: 3 clusters Score -2325010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2325011.250000 Penalty: 3288.819824
	Iteration 61Q: 3 clusters Score -2325011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2325013.750000 Penalty: 3288.819824
	Iteration 62Q: 3 clusters Score -2325014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2325017.750000 Penalty: 3288.819824
	Iteration 63Q: 3 clusters Score -2325018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2325019.750000 Penalty: 3288.819824
	Iteration 64Q: 3 clusters Score -2325020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2325021.000000 Penalty: 3288.819824
	Iteration 65Q: 3 clusters Score -2325021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2325022.500000 Penalty: 3288.819824
	Iteration 66Q: 3 clusters Score -2325022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2325020.250000 Penalty: 3288.819824
	Iteration 67Q: 3 clusters Score -2325020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2325021.000000 Penalty: 3288.819824
	Iteration 68Q: 3 clusters Score -2325021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2325021.000000 Penalty: 3288.819824
	Iteration 69Q: 3 clusters Score -2325021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2325022.250000 Penalty: 3288.819824
	Iteration 70Q: 3 clusters Score -2325022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2325024.500000 Penalty: 3288.819824
	Iteration 71Q: 3 clusters Score -2325024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2325024.500000 Penalty: 3288.819824
	Iteration 72Q: 3 clusters Score -2325024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2325026.000000 Penalty: 3288.819824
	Iteration 73Q: 3 clusters Score -2325026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2325028.250000 Penalty: 3288.819824
	Iteration 74Q: 3 clusters Score -2325028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2325026.750000 Penalty: 3288.819824
	Iteration 75Q: 3 clusters Score -2325027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2325027.750000 Penalty: 3288.819824
	Iteration 76Q: 3 clusters Score -2325028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2325032.750000 Penalty: 3288.819824
	Iteration 77Q: 3 clusters Score -2325033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2325036.750000 Penalty: 3288.819824
	Iteration 78Q: 3 clusters Score -2325037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2325036.500000 Penalty: 3288.819824
	Iteration 79Q: 3 clusters Score -2325036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2325039.750000 Penalty: 3288.819824
	Iteration 80F: 3 clusters Score -2325040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2325038.250000 Penalty: 3288.819824
	Iteration 81Q: 3 clusters Score -2325038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2325036.250000 Penalty: 3288.819824
	Iteration 82Q: 3 clusters Score -2325036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2325038.500000 Penalty: 3288.819824
	Iteration 83Q: 3 clusters Score -2325038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2325041.000000 Penalty: 3288.819824
	Iteration 84Q: 3 clusters Score -2325041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2325042.000000 Penalty: 3288.819824
	Iteration 85Q: 3 clusters Score -2325042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2325043.000000 Penalty: 3288.819824
	Iteration 86Q: 3 clusters Score -2325043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2325042.250000 Penalty: 3288.819824
	Iteration 87Q: 3 clusters Score -2325042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2325046.000000 Penalty: 3288.819824
	Iteration 88Q: 3 clusters Score -2325046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2325045.250000 Penalty: 3288.819824
	Iteration 89Q: 3 clusters Score -2325045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2325043.500000 Penalty: 3288.819824
	Iteration 90Q: 3 clusters Score -2325044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2325043.750000 Penalty: 3288.819824
	Iteration 91Q: 3 clusters Score -2325044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2325047.750000 Penalty: 3288.819824
	Iteration 92Q: 3 clusters Score -2325048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2325050.500000 Penalty: 3288.819824
	Iteration 93Q: 3 clusters Score -2325050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2325049.750000 Penalty: 3288.819824
	Iteration 94Q: 3 clusters Score -2325050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2325050.250000 Penalty: 3288.819824
	Iteration 95Q: 3 clusters Score -2325050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2325049.500000 Penalty: 3288.819824
	Iteration 96Q: 3 clusters Score -2325050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2325051.000000 Penalty: 3288.819824
	Iteration 97Q: 3 clusters Score -2325051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2325049.500000 Penalty: 3288.819824
	Iteration 98Q: 3 clusters Score -2325050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2325049.500000 Penalty: 3288.819824
	Iteration 99F: 3 clusters Score -2325050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Entering Unmasked Estep 
Score: -474838.343750 Penalty: 1392.157837
	Iteration 0F: 2 clusters Score -474838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -470703.375000 Penalty: 2784.315674
	Iteration 0F: 3 clusters Score -470703.4 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -471938.093750 Penalty: 2784.315674
	Iteration 1F: 3 clusters Score -471938.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -472231.781250 Penalty: 2784.315674
	Iteration 2F: 3 clusters Score -472231.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -472470.593750 Penalty: 2784.315674
	Iteration 3F: 3 clusters Score -472470.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -472684.031250 Penalty: 2784.315674
	Iteration 4F: 3 clusters Score -472684 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -472887.812500 Penalty: 2784.315674
	Iteration 5F: 3 clusters Score -472887.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -473056.500000 Penalty: 2784.315674
	Iteration 6Q: 3 clusters Score -473056.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -473223.281250 Penalty: 2784.315674
	Iteration 7Q: 3 clusters Score -473223.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -473408.968750 Penalty: 2784.315674
	Iteration 8Q: 3 clusters Score -473409 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -473603.531250 Penalty: 2784.315674
	Iteration 9Q: 3 clusters Score -473603.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -473770.531250 Penalty: 2784.315674
	Iteration 10Q: 3 clusters Score -473770.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -473906.812500 Penalty: 2784.315674
	Iteration 11Q: 3 clusters Score -473906.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -473994.687500 Penalty: 2784.315674
	Iteration 12Q: 3 clusters Score -473994.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -474060.281250 Penalty: 2784.315674
	Iteration 13Q: 3 clusters Score -474060.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -474094.656250 Penalty: 2784.315674
	Iteration 14Q: 3 clusters Score -474094.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -474118.968750 Penalty: 2784.315674
	Iteration 15Q: 3 clusters Score -474119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -474133.781250 Penalty: 2784.315674
	Iteration 16Q: 3 clusters Score -474133.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -474148.968750 Penalty: 2784.315674
	Iteration 17Q: 3 clusters Score -474149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -474163.062500 Penalty: 2784.315674
	Iteration 18Q: 3 clusters Score -474163.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -474174.062500 Penalty: 2784.315674
	Iteration 19Q: 3 clusters Score -474174.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -474182.906250 Penalty: 2784.315674
	Iteration 20F: 3 clusters Score -474182.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -474189.000000 Penalty: 2784.315674
	Iteration 21Q: 3 clusters Score -474189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -474197.062500 Penalty: 2784.315674
	Iteration 22Q: 3 clusters Score -474197.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -474204.156250 Penalty: 2784.315674
	Iteration 23Q: 3 clusters Score -474204.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -474211.093750 Penalty: 2784.315674
	Iteration 24Q: 3 clusters Score -474211.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -474214.437500 Penalty: 2784.315674
	Iteration 25Q: 3 clusters Score -474214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -474219.875000 Penalty: 2784.315674
	Iteration 26Q: 3 clusters Score -474219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -474221.531250 Penalty: 2784.315674
	Iteration 27Q: 3 clusters Score -474221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -474224.031250 Penalty: 2784.315674
	Iteration 28Q: 3 clusters Score -474224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -474225.031250 Penalty: 2784.315674
	Iteration 29Q: 3 clusters Score -474225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -474226.156250 Penalty: 2784.315674
	Iteration 30Q: 3 clusters Score -474226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -474226.906250 Penalty: 2784.315674
	Iteration 31Q: 3 clusters Score -474226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -474227.406250 Penalty: 2784.315674
	Iteration 32Q: 3 clusters Score -474227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -474227.562500 Penalty: 2784.315674
	Iteration 33Q: 3 clusters Score -474227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -474228.500000 Penalty: 2784.315674
	Iteration 34Q: 3 clusters Score -474228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -474229.968750 Penalty: 2784.315674
	Iteration 35Q: 3 clusters Score -474230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -474230.375000 Penalty: 2784.315674
	Iteration 36Q: 3 clusters Score -474230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -474231.281250 Penalty: 2784.315674
	Iteration 37Q: 3 clusters Score -474231.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -474233.531250 Penalty: 2784.315674
	Iteration 38Q: 3 clusters Score -474233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -474233.812500 Penalty: 2784.315674
	Iteration 39Q: 3 clusters Score -474233.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -474234.750000 Penalty: 2784.315674
	Iteration 40F: 3 clusters Score -474234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -474235.625000 Penalty: 2784.315674
	Iteration 41Q: 3 clusters Score -474235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -474237.312500 Penalty: 2784.315674
	Iteration 42Q: 3 clusters Score -474237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -474238.937500 Penalty: 2784.315674
	Iteration 43Q: 3 clusters Score -474238.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -474241.093750 Penalty: 2784.315674
	Iteration 44Q: 3 clusters Score -474241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -474242.843750 Penalty: 2784.315674
	Iteration 45Q: 3 clusters Score -474242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -474245.875000 Penalty: 2784.315674
	Iteration 46Q: 3 clusters Score -474245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -474247.156250 Penalty: 2784.315674
	Iteration 47Q: 3 clusters Score -474247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -474248.937500 Penalty: 2784.315674
	Iteration 48Q: 3 clusters Score -474248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -474249.375000 Penalty: 2784.315674
	Iteration 49Q: 3 clusters Score -474249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -474249.625000 Penalty: 2784.315674
	Iteration 50Q: 3 clusters Score -474249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -474250.062500 Penalty: 2784.315674
	Iteration 51Q: 3 clusters Score -474250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -474250.031250 Penalty: 2784.315674
	Iteration 52Q: 3 clusters Score -474250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -474249.781250 Penalty: 2784.315674
	Iteration 53Q: 3 clusters Score -474249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -474249.906250 Penalty: 2784.315674
	Iteration 54Q: 3 clusters Score -474249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -474249.906250 Penalty: 2784.315674
	Iteration 55F: 3 clusters Score -474249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Entering Unmasked Estep 
Score: -1799220.125000 Penalty: 1604.224609
	Iteration 0F: 2 clusters Score -1799220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1785920.500000 Penalty: 3208.449219
	Iteration 0F: 3 clusters Score -1785920 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1790838.875000 Penalty: 3208.449219
	Iteration 1F: 3 clusters Score -1790839 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1791235.000000 Penalty: 3208.449219
	Iteration 2F: 3 clusters Score -1791235 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1791651.125000 Penalty: 3208.449219
	Iteration 3Q: 3 clusters Score -1791651 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1792104.875000 Penalty: 3208.449219
	Iteration 4F: 3 clusters Score -1792105 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1792668.500000 Penalty: 3208.449219
	Iteration 5F: 3 clusters Score -1792668 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1793395.750000 Penalty: 3208.449219
	Iteration 6F: 3 clusters Score -1793396 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1794243.875000 Penalty: 3208.449219
	Iteration 7F: 3 clusters Score -1794244 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1795154.500000 Penalty: 3208.449219
	Iteration 8F: 3 clusters Score -1795154 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1796056.375000 Penalty: 3208.449219
	Iteration 9F: 3 clusters Score -1796056 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1796800.875000 Penalty: 3208.449219
	Iteration 10Q: 3 clusters Score -1796801 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1797291.875000 Penalty: 3208.449219
	Iteration 11Q: 3 clusters Score -1797292 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1797576.625000 Penalty: 3208.449219
	Iteration 12Q: 3 clusters Score -1797577 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1797726.375000 Penalty: 3208.449219
	Iteration 13Q: 3 clusters Score -1797726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -1797798.125000 Penalty: 3208.449219
	Iteration 14Q: 3 clusters Score -1797798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1797850.125000 Penalty: 3208.449219
	Iteration 15Q: 3 clusters Score -1797850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1797886.125000 Penalty: 3208.449219
	Iteration 16Q: 3 clusters Score -1797886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1797906.250000 Penalty: 3208.449219
	Iteration 17Q: 3 clusters Score -1797906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1797919.875000 Penalty: 3208.449219
	Iteration 18Q: 3 clusters Score -1797920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1797928.125000 Penalty: 3208.449219
	Iteration 19Q: 3 clusters Score -1797928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1797934.000000 Penalty: 3208.449219
	Iteration 20F: 3 clusters Score -1797934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1797936.000000 Penalty: 3208.449219
	Iteration 21Q: 3 clusters Score -1797936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -1797942.000000 Penalty: 3208.449219
	Iteration 22Q: 3 clusters Score -1797942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1797946.625000 Penalty: 3208.449219
	Iteration 23Q: 3 clusters Score -1797947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1797947.750000 Penalty: 3208.449219
	Iteration 24Q: 3 clusters Score -1797948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1797947.750000 Penalty: 3208.449219
	Iteration 25F: 3 clusters Score -1797948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -439194.875000 Penalty: 1379.395630
	Iteration 0F: 2 clusters Score -439194.9 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 2376 members 
Entering Unmasked Estep 
Score: -435292.468750 Penalty: 2758.791260
	Iteration 0F: 3 clusters Score -435292.5 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -436447.875000 Penalty: 2758.791260
	Iteration 1F: 3 clusters Score -436447.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -436765.093750 Penalty: 2758.791260
	Iteration 2F: 3 clusters Score -436765.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -437140.781250 Penalty: 2758.791260
	Iteration 3F: 3 clusters Score -437140.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -437598.312500 Penalty: 2758.791260
	Iteration 4F: 3 clusters Score -437598.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -438139.468750 Penalty: 2758.791260
	Iteration 5F: 3 clusters Score -438139.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -438634.375000 Penalty: 2758.791260
	Iteration 6F: 3 clusters Score -438634.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -439016.625000 Penalty: 2758.791260
	Iteration 7F: 3 clusters Score -439016.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -439217.875000 Penalty: 2758.791260
	Iteration 8Q: 3 clusters Score -439217.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -439327.562500 Penalty: 2758.791260
	Iteration 9Q: 3 clusters Score -439327.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -439405.218750 Penalty: 2758.791260
	Iteration 10Q: 3 clusters Score -439405.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -439461.375000 Penalty: 2758.791260
	Iteration 11Q: 3 clusters Score -439461.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -439489.843750 Penalty: 2758.791260
	Iteration 12Q: 3 clusters Score -439489.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -439505.968750 Penalty: 2758.791260
	Iteration 13Q: 3 clusters Score -439506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -439516.468750 Penalty: 2758.791260
	Iteration 14Q: 3 clusters Score -439516.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -439525.031250 Penalty: 2758.791260
	Iteration 15Q: 3 clusters Score -439525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -439531.375000 Penalty: 2758.791260
	Iteration 16Q: 3 clusters Score -439531.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -439536.250000 Penalty: 2758.791260
	Iteration 17Q: 3 clusters Score -439536.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -439542.093750 Penalty: 2758.791260
	Iteration 18Q: 3 clusters Score -439542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -439544.531250 Penalty: 2758.791260
	Iteration 19Q: 3 clusters Score -439544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -439545.937500 Penalty: 2758.791260
	Iteration 20F: 3 clusters Score -439545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -439547.093750 Penalty: 2758.791260
	Iteration 21Q: 3 clusters Score -439547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -439547.687500 Penalty: 2758.791260
	Iteration 22Q: 3 clusters Score -439547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -439547.281250 Penalty: 2758.791260
	Iteration 23Q: 3 clusters Score -439547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -439546.625000 Penalty: 2758.791260
	Iteration 24Q: 3 clusters Score -439546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -439546.625000 Penalty: 2758.791260
	Iteration 25F: 3 clusters Score -439546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 38617 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 35114 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25174 members 
Mstep: Class 9 contains 24821 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40802 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26923 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12320 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 41980 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1838 members 
Mstep: Class 36 contains 30660 members 
Mstep: Class 37 contains 21837 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33807 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30598 members 
Mstep: Class 44 contains 2927 members 
Entering Unmasked Estep 
Score: -49775332.000000 Penalty: 94421.257812
Splitting cluster 12 changes total score from -49775816.000000 to -49775332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -435128.031250 Penalty: 1374.058228
	Iteration 0F: 2 clusters Score -435128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -431333.781250 Penalty: 2748.116455
	Iteration 0F: 3 clusters Score -431333.8 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -432383.312500 Penalty: 2748.116455
	Iteration 1F: 3 clusters Score -432383.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -432606.937500 Penalty: 2748.116455
	Iteration 2F: 3 clusters Score -432606.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -432771.062500 Penalty: 2748.116455
	Iteration 3F: 3 clusters Score -432771.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -432906.406250 Penalty: 2748.116455
	Iteration 4Q: 3 clusters Score -432906.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -433019.906250 Penalty: 2748.116455
	Iteration 5Q: 3 clusters Score -433019.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -433121.593750 Penalty: 2748.116455
	Iteration 6Q: 3 clusters Score -433121.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -433206.500000 Penalty: 2748.116455
	Iteration 7Q: 3 clusters Score -433206.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -433271.031250 Penalty: 2748.116455
	Iteration 8Q: 3 clusters Score -433271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -433326.687500 Penalty: 2748.116455
	Iteration 9Q: 3 clusters Score -433326.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -433375.468750 Penalty: 2748.116455
	Iteration 10Q: 3 clusters Score -433375.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -433428.562500 Penalty: 2748.116455
	Iteration 11Q: 3 clusters Score -433428.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -433496.812500 Penalty: 2748.116455
	Iteration 12Q: 3 clusters Score -433496.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -433555.156250 Penalty: 2748.116455
	Iteration 13Q: 3 clusters Score -433555.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -433612.312500 Penalty: 2748.116455
	Iteration 14Q: 3 clusters Score -433612.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -433657.156250 Penalty: 2748.116455
	Iteration 15Q: 3 clusters Score -433657.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -433691.843750 Penalty: 2748.116455
	Iteration 16Q: 3 clusters Score -433691.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -433729.000000 Penalty: 2748.116455
	Iteration 17Q: 3 clusters Score -433729 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -433770.218750 Penalty: 2748.116455
	Iteration 18Q: 3 clusters Score -433770.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -433802.156250 Penalty: 2748.116455
	Iteration 19Q: 3 clusters Score -433802.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -433826.125000 Penalty: 2748.116455
	Iteration 20F: 3 clusters Score -433826.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -433849.437500 Penalty: 2748.116455
	Iteration 21Q: 3 clusters Score -433849.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -433866.187500 Penalty: 2748.116455
	Iteration 22Q: 3 clusters Score -433866.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -433884.375000 Penalty: 2748.116455
	Iteration 23Q: 3 clusters Score -433884.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -433896.968750 Penalty: 2748.116455
	Iteration 24Q: 3 clusters Score -433897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -433902.281250 Penalty: 2748.116455
	Iteration 25Q: 3 clusters Score -433902.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -433906.500000 Penalty: 2748.116455
	Iteration 26Q: 3 clusters Score -433906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -433914.562500 Penalty: 2748.116455
	Iteration 27Q: 3 clusters Score -433914.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -433920.406250 Penalty: 2748.116455
	Iteration 28Q: 3 clusters Score -433920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -433923.343750 Penalty: 2748.116455
	Iteration 29Q: 3 clusters Score -433923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -433926.187500 Penalty: 2748.116455
	Iteration 30Q: 3 clusters Score -433926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -433927.437500 Penalty: 2748.116455
	Iteration 31Q: 3 clusters Score -433927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -433927.687500 Penalty: 2748.116455
	Iteration 32Q: 3 clusters Score -433927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -433928.343750 Penalty: 2748.116455
	Iteration 33Q: 3 clusters Score -433928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -433929.718750 Penalty: 2748.116455
	Iteration 34Q: 3 clusters Score -433929.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -433929.718750 Penalty: 2748.116455
	Iteration 35F: 3 clusters Score -433929.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -561045.875000 Penalty: 1417.233887
	Iteration 0F: 2 clusters Score -561045.9 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 3051 members 
Entering Unmasked Estep 
Score: -556371.062500 Penalty: 2834.467773
	Iteration 0F: 3 clusters Score -556371.1 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -557852.937500 Penalty: 2834.467773
	Iteration 1F: 3 clusters Score -557852.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -558153.000000 Penalty: 2834.467773
	Iteration 2F: 3 clusters Score -558153 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -558414.875000 Penalty: 2834.467773
	Iteration 3F: 3 clusters Score -558414.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -558688.000000 Penalty: 2834.467773
	Iteration 4F: 3 clusters Score -558688 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -558949.062500 Penalty: 2834.467773
	Iteration 5F: 3 clusters Score -558949.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -559175.937500 Penalty: 2834.467773
	Iteration 6F: 3 clusters Score -559175.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -559384.812500 Penalty: 2834.467773
	Iteration 7Q: 3 clusters Score -559384.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -559580.375000 Penalty: 2834.467773
	Iteration 8Q: 3 clusters Score -559580.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -559742.187500 Penalty: 2834.467773
	Iteration 9Q: 3 clusters Score -559742.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -559884.375000 Penalty: 2834.467773
	Iteration 10Q: 3 clusters Score -559884.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -560021.125000 Penalty: 2834.467773
	Iteration 11Q: 3 clusters Score -560021.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -560113.250000 Penalty: 2834.467773
	Iteration 12Q: 3 clusters Score -560113.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -560178.687500 Penalty: 2834.467773
	Iteration 13Q: 3 clusters Score -560178.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -560220.687500 Penalty: 2834.467773
	Iteration 14Q: 3 clusters Score -560220.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -560249.125000 Penalty: 2834.467773
	Iteration 15Q: 3 clusters Score -560249.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -560275.812500 Penalty: 2834.467773
	Iteration 16Q: 3 clusters Score -560275.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -560298.937500 Penalty: 2834.467773
	Iteration 17Q: 3 clusters Score -560298.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -560320.437500 Penalty: 2834.467773
	Iteration 18Q: 3 clusters Score -560320.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -560337.875000 Penalty: 2834.467773
	Iteration 19Q: 3 clusters Score -560337.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -560356.187500 Penalty: 2834.467773
	Iteration 20F: 3 clusters Score -560356.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -560373.125000 Penalty: 2834.467773
	Iteration 21Q: 3 clusters Score -560373.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -560388.187500 Penalty: 2834.467773
	Iteration 22Q: 3 clusters Score -560388.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -560398.875000 Penalty: 2834.467773
	Iteration 23Q: 3 clusters Score -560398.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -560405.312500 Penalty: 2834.467773
	Iteration 24Q: 3 clusters Score -560405.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -560408.187500 Penalty: 2834.467773
	Iteration 25Q: 3 clusters Score -560408.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -560413.125000 Penalty: 2834.467773
	Iteration 26Q: 3 clusters Score -560413.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -560416.375000 Penalty: 2834.467773
	Iteration 27Q: 3 clusters Score -560416.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -560420.062500 Penalty: 2834.467773
	Iteration 28Q: 3 clusters Score -560420.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -560424.500000 Penalty: 2834.467773
	Iteration 29Q: 3 clusters Score -560424.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -560427.687500 Penalty: 2834.467773
	Iteration 30Q: 3 clusters Score -560427.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -560430.375000 Penalty: 2834.467773
	Iteration 31Q: 3 clusters Score -560430.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -560432.625000 Penalty: 2834.467773
	Iteration 32Q: 3 clusters Score -560432.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -560434.375000 Penalty: 2834.467773
	Iteration 33Q: 3 clusters Score -560434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -560438.937500 Penalty: 2834.467773
	Iteration 34Q: 3 clusters Score -560438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -560439.250000 Penalty: 2834.467773
	Iteration 35Q: 3 clusters Score -560439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -560443.187500 Penalty: 2834.467773
	Iteration 36Q: 3 clusters Score -560443.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -560444.750000 Penalty: 2834.467773
	Iteration 37Q: 3 clusters Score -560444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -560446.250000 Penalty: 2834.467773
	Iteration 38Q: 3 clusters Score -560446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -560448.375000 Penalty: 2834.467773
	Iteration 39Q: 3 clusters Score -560448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -560448.812500 Penalty: 2834.467773
	Iteration 40F: 3 clusters Score -560448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -560449.250000 Penalty: 2834.467773
	Iteration 41Q: 3 clusters Score -560449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -560450.750000 Penalty: 2834.467773
	Iteration 42Q: 3 clusters Score -560450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -560451.062500 Penalty: 2834.467773
	Iteration 43Q: 3 clusters Score -560451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -560453.000000 Penalty: 2834.467773
	Iteration 44Q: 3 clusters Score -560453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -560452.687500 Penalty: 2834.467773
	Iteration 45Q: 3 clusters Score -560452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -560452.750000 Penalty: 2834.467773
	Iteration 46Q: 3 clusters Score -560452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -560454.000000 Penalty: 2834.467773
	Iteration 47Q: 3 clusters Score -560454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -560453.687500 Penalty: 2834.467773
	Iteration 48Q: 3 clusters Score -560453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -560456.125000 Penalty: 2834.467773
	Iteration 49Q: 3 clusters Score -560456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -560457.000000 Penalty: 2834.467773
	Iteration 50Q: 3 clusters Score -560457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -560459.000000 Penalty: 2834.467773
	Iteration 51Q: 3 clusters Score -560459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -560460.625000 Penalty: 2834.467773
	Iteration 52Q: 3 clusters Score -560460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -560460.062500 Penalty: 2834.467773
	Iteration 53Q: 3 clusters Score -560460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -560460.562500 Penalty: 2834.467773
	Iteration 54Q: 3 clusters Score -560460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -560458.937500 Penalty: 2834.467773
	Iteration 55Q: 3 clusters Score -560458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -560458.937500 Penalty: 2834.467773
	Iteration 56F: 3 clusters Score -560458.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -214079.875000 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -214079.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -211815.328125 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -211815.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -212374.468750 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -212374.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -212565.015625 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -212565 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -212727.750000 Penalty: 2515.716064
	Iteration 3F: 3 clusters Score -212727.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -212915.375000 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -212915.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -213090.625000 Penalty: 2515.716064
	Iteration 5F: 3 clusters Score -213090.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213217.843750 Penalty: 2515.716064
	Iteration 6F: 3 clusters Score -213217.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -213330.875000 Penalty: 2515.716064
	Iteration 7F: 3 clusters Score -213330.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -213450.187500 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -213450.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -213550.281250 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -213550.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213658.171875 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -213658.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213757.890625 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -213757.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -213843.937500 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -213843.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -213898.515625 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -213898.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -213931.812500 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -213931.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -213960.359375 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -213960.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -213973.484375 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -213973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -213977.828125 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -213977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -213979.078125 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -213979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -213979.140625 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -213979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -213979.140625 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -213979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Entering Unmasked Estep 
Score: -3910991.000000 Penalty: 1725.179077
	Iteration 0F: 2 clusters Score -3910991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3886847.500000 Penalty: 3450.358154
	Iteration 0F: 3 clusters Score -3886848 nChanged 19106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3897537.750000 Penalty: 3450.358154
	Iteration 1F: 3 clusters Score -3897538 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3897913.250000 Penalty: 3450.358154
	Iteration 2Q: 3 clusters Score -3897913 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3898306.000000 Penalty: 3450.358154
	Iteration 3Q: 3 clusters Score -3898306 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3898784.000000 Penalty: 3450.358154
	Iteration 4Q: 3 clusters Score -3898784 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3899514.750000 Penalty: 3450.358154
	Iteration 5Q: 3 clusters Score -3899515 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3900686.500000 Penalty: 3450.358154
	Iteration 6F: 3 clusters Score -3900686 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3902570.250000 Penalty: 3450.358154
	Iteration 7F: 3 clusters Score -3902570 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3905196.250000 Penalty: 3450.358154
	Iteration 8F: 3 clusters Score -3905196 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3906853.750000 Penalty: 3450.358154
	Iteration 9F: 3 clusters Score -3906854 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3907944.500000 Penalty: 3450.358154
	Iteration 10Q: 3 clusters Score -3907944 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3908623.250000 Penalty: 3450.358154
	Iteration 11Q: 3 clusters Score -3908623 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3908944.000000 Penalty: 3450.358154
	Iteration 12Q: 3 clusters Score -3908944 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3909097.000000 Penalty: 3450.358154
	Iteration 13Q: 3 clusters Score -3909097 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3909209.250000 Penalty: 3450.358154
	Iteration 14Q: 3 clusters Score -3909209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3909258.250000 Penalty: 3450.358154
	Iteration 15Q: 3 clusters Score -3909258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3909290.500000 Penalty: 3450.358154
	Iteration 16Q: 3 clusters Score -3909290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3909314.250000 Penalty: 3450.358154
	Iteration 17Q: 3 clusters Score -3909314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3909330.000000 Penalty: 3450.358154
	Iteration 18Q: 3 clusters Score -3909330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3909346.750000 Penalty: 3450.358154
	Iteration 19Q: 3 clusters Score -3909347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3909370.500000 Penalty: 3450.358154
	Iteration 20F: 3 clusters Score -3909370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3909383.250000 Penalty: 3450.358154
	Iteration 21Q: 3 clusters Score -3909383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3909381.250000 Penalty: 3450.358154
	Iteration 22Q: 3 clusters Score -3909381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3909386.750000 Penalty: 3450.358154
	Iteration 23Q: 3 clusters Score -3909387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3909396.250000 Penalty: 3450.358154
	Iteration 24Q: 3 clusters Score -3909396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3909402.500000 Penalty: 3450.358154
	Iteration 25Q: 3 clusters Score -3909402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3909404.500000 Penalty: 3450.358154
	Iteration 26Q: 3 clusters Score -3909404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3909408.250000 Penalty: 3450.358154
	Iteration 27Q: 3 clusters Score -3909408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3909415.000000 Penalty: 3450.358154
	Iteration 28Q: 3 clusters Score -3909415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3909416.750000 Penalty: 3450.358154
	Iteration 29Q: 3 clusters Score -3909417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3909416.750000 Penalty: 3450.358154
	Iteration 30F: 3 clusters Score -3909417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -139323.687500 Penalty: 1194.563232
	Iteration 0F: 2 clusters Score -139323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -137534.859375 Penalty: 2389.126465
	Iteration 0F: 3 clusters Score -137534.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137937.406250 Penalty: 2389.126465
	Iteration 1F: 3 clusters Score -137937.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -138201.281250 Penalty: 2389.126465
	Iteration 2F: 3 clusters Score -138201.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -138489.984375 Penalty: 2389.126465
	Iteration 3F: 3 clusters Score -138490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -138648.031250 Penalty: 2389.126465
	Iteration 4F: 3 clusters Score -138648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -138758.937500 Penalty: 2389.126465
	Iteration 5Q: 3 clusters Score -138758.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138860.890625 Penalty: 2389.126465
	Iteration 6Q: 3 clusters Score -138860.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -138924.093750 Penalty: 2389.126465
	Iteration 7Q: 3 clusters Score -138924.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138956.515625 Penalty: 2389.126465
	Iteration 8Q: 3 clusters Score -138956.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138973.718750 Penalty: 2389.126465
	Iteration 9Q: 3 clusters Score -138973.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138981.156250 Penalty: 2389.126465
	Iteration 10Q: 3 clusters Score -138981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138985.437500 Penalty: 2389.126465
	Iteration 11Q: 3 clusters Score -138985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138988.109375 Penalty: 2389.126465
	Iteration 12Q: 3 clusters Score -138988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138990.359375 Penalty: 2389.126465
	Iteration 13Q: 3 clusters Score -138990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138991.468750 Penalty: 2389.126465
	Iteration 14Q: 3 clusters Score -138991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138991.656250 Penalty: 2389.126465
	Iteration 15Q: 3 clusters Score -138991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138991.656250 Penalty: 2389.126465
	Iteration 16F: 3 clusters Score -138991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Entering Unmasked Estep 
Score: -2646390.000000 Penalty: 1657.619629
	Iteration 0F: 2 clusters Score -2646390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2629330.000000 Penalty: 3315.239258
	Iteration 0F: 3 clusters Score -2629330 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2635942.000000 Penalty: 3315.239258
	Iteration 1F: 3 clusters Score -2635942 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2636176.500000 Penalty: 3315.239258
	Iteration 2Q: 3 clusters Score -2636176 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2636383.000000 Penalty: 3315.239258
	Iteration 3Q: 3 clusters Score -2636383 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2636596.750000 Penalty: 3315.239258
	Iteration 4Q: 3 clusters Score -2636597 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2636852.250000 Penalty: 3315.239258
	Iteration 5Q: 3 clusters Score -2636852 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2637234.250000 Penalty: 3315.239258
	Iteration 6Q: 3 clusters Score -2637234 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2637835.750000 Penalty: 3315.239258
	Iteration 7Q: 3 clusters Score -2637836 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2638769.250000 Penalty: 3315.239258
	Iteration 8F: 3 clusters Score -2638769 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2640130.500000 Penalty: 3315.239258
	Iteration 9F: 3 clusters Score -2640130 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2641743.000000 Penalty: 3315.239258
	Iteration 10F: 3 clusters Score -2641743 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2643270.250000 Penalty: 3315.239258
	Iteration 11F: 3 clusters Score -2643270 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2644106.250000 Penalty: 3315.239258
	Iteration 12F: 3 clusters Score -2644106 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2644441.750000 Penalty: 3315.239258
	Iteration 13Q: 3 clusters Score -2644442 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2644622.750000 Penalty: 3315.239258
	Iteration 14Q: 3 clusters Score -2644623 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2644685.250000 Penalty: 3315.239258
	Iteration 15Q: 3 clusters Score -2644685 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2644791.000000 Penalty: 3315.239258
	Iteration 16Q: 3 clusters Score -2644791 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2644849.500000 Penalty: 3315.239258
	Iteration 17Q: 3 clusters Score -2644850 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2644896.750000 Penalty: 3315.239258
	Iteration 18Q: 3 clusters Score -2644897 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2645039.750000 Penalty: 3315.239258
	Iteration 19Q: 3 clusters Score -2645040 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2645128.500000 Penalty: 3315.239258
	Iteration 20F: 3 clusters Score -2645128 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2645188.750000 Penalty: 3315.239258
	Iteration 21Q: 3 clusters Score -2645189 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2645224.000000 Penalty: 3315.239258
	Iteration 22Q: 3 clusters Score -2645224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2645245.750000 Penalty: 3315.239258
	Iteration 23Q: 3 clusters Score -2645246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2645251.250000 Penalty: 3315.239258
	Iteration 24Q: 3 clusters Score -2645251 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2645266.750000 Penalty: 3315.239258
	Iteration 25Q: 3 clusters Score -2645267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2645272.250000 Penalty: 3315.239258
	Iteration 26Q: 3 clusters Score -2645272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2645276.000000 Penalty: 3315.239258
	Iteration 27Q: 3 clusters Score -2645276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2645282.000000 Penalty: 3315.239258
	Iteration 28Q: 3 clusters Score -2645282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2645283.250000 Penalty: 3315.239258
	Iteration 29Q: 3 clusters Score -2645283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2645279.500000 Penalty: 3315.239258
	Iteration 30Q: 3 clusters Score -2645280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2645270.750000 Penalty: 3315.239258
	Iteration 31Q: 3 clusters Score -2645271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2645272.000000 Penalty: 3315.239258
	Iteration 32Q: 3 clusters Score -2645272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2645277.000000 Penalty: 3315.239258
	Iteration 33Q: 3 clusters Score -2645277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2645281.750000 Penalty: 3315.239258
	Iteration 34Q: 3 clusters Score -2645282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2645285.500000 Penalty: 3315.239258
	Iteration 35Q: 3 clusters Score -2645286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2645288.250000 Penalty: 3315.239258
	Iteration 36Q: 3 clusters Score -2645288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2645283.250000 Penalty: 3315.239258
	Iteration 37Q: 3 clusters Score -2645283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2645280.250000 Penalty: 3315.239258
	Iteration 38Q: 3 clusters Score -2645280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2645280.000000 Penalty: 3315.239258
	Iteration 39Q: 3 clusters Score -2645280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2645281.750000 Penalty: 3315.239258
	Iteration 40F: 3 clusters Score -2645282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2645279.250000 Penalty: 3315.239258
	Iteration 41Q: 3 clusters Score -2645279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2645279.250000 Penalty: 3315.239258
	Iteration 42Q: 3 clusters Score -2645279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2645273.250000 Penalty: 3315.239258
	Iteration 43Q: 3 clusters Score -2645273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2645274.750000 Penalty: 3315.239258
	Iteration 44Q: 3 clusters Score -2645275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2645277.250000 Penalty: 3315.239258
	Iteration 45Q: 3 clusters Score -2645277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2645276.250000 Penalty: 3315.239258
	Iteration 46Q: 3 clusters Score -2645276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2645276.250000 Penalty: 3315.239258
	Iteration 47Q: 3 clusters Score -2645276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2645273.000000 Penalty: 3315.239258
	Iteration 48Q: 3 clusters Score -2645273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2645273.750000 Penalty: 3315.239258
	Iteration 49Q: 3 clusters Score -2645274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2645274.250000 Penalty: 3315.239258
	Iteration 50Q: 3 clusters Score -2645274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2645280.000000 Penalty: 3315.239258
	Iteration 51Q: 3 clusters Score -2645280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2645282.500000 Penalty: 3315.239258
	Iteration 52Q: 3 clusters Score -2645282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2645285.000000 Penalty: 3315.239258
	Iteration 53Q: 3 clusters Score -2645285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2645285.250000 Penalty: 3315.239258
	Iteration 54Q: 3 clusters Score -2645285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2645285.250000 Penalty: 3315.239258
	Iteration 55Q: 3 clusters Score -2645285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2645286.250000 Penalty: 3315.239258
	Iteration 56Q: 3 clusters Score -2645286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2645279.500000 Penalty: 3315.239258
	Iteration 57Q: 3 clusters Score -2645280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2645281.000000 Penalty: 3315.239258
	Iteration 58Q: 3 clusters Score -2645281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2645282.500000 Penalty: 3315.239258
	Iteration 59Q: 3 clusters Score -2645282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2645283.500000 Penalty: 3315.239258
	Iteration 60F: 3 clusters Score -2645284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2645284.000000 Penalty: 3315.239258
	Iteration 61Q: 3 clusters Score -2645284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2645286.500000 Penalty: 3315.239258
	Iteration 62Q: 3 clusters Score -2645286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2645282.250000 Penalty: 3315.239258
	Iteration 63Q: 3 clusters Score -2645282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2645283.250000 Penalty: 3315.239258
	Iteration 64Q: 3 clusters Score -2645283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2645285.500000 Penalty: 3315.239258
	Iteration 65Q: 3 clusters Score -2645286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2645287.500000 Penalty: 3315.239258
	Iteration 66Q: 3 clusters Score -2645288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2645286.000000 Penalty: 3315.239258
	Iteration 67Q: 3 clusters Score -2645286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2645285.250000 Penalty: 3315.239258
	Iteration 68Q: 3 clusters Score -2645285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2645285.250000 Penalty: 3315.239258
	Iteration 69F: 3 clusters Score -2645285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -171469.437500 Penalty: 1227.067871
	Iteration 0F: 2 clusters Score -171469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -169428.953125 Penalty: 2454.135742
	Iteration 0F: 3 clusters Score -169429 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -169907.234375 Penalty: 2454.135742
	Iteration 1F: 3 clusters Score -169907.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -170176.640625 Penalty: 2454.135742
	Iteration 2F: 3 clusters Score -170176.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -170473.812500 Penalty: 2454.135742
	Iteration 3F: 3 clusters Score -170473.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170818.015625 Penalty: 2454.135742
	Iteration 4F: 3 clusters Score -170818 nChanged 161
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: -171134.296875 Penalty: 2454.135742
	Iteration 5F: 3 clusters Score -171134.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -171374.031250 Penalty: 2454.135742
	Iteration 6F: 3 clusters Score -171374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -171590.171875 Penalty: 2454.135742
	Iteration 7F: 3 clusters Score -171590.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -171645.890625 Penalty: 2454.135742
	Iteration 8Q: 3 clusters Score -171645.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171656.984375 Penalty: 2454.135742
	Iteration 9Q: 3 clusters Score -171657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171657.234375 Penalty: 2454.135742
	Iteration 10Q: 3 clusters Score -171657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -171657.546875 Penalty: 2454.135742
	Iteration 11Q: 3 clusters Score -171657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -171657.546875 Penalty: 2454.135742
	Iteration 12F: 3 clusters Score -171657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 38617 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 35114 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25174 members 
Mstep: Class 9 contains 24821 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40802 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26923 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12320 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 41980 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1838 members 
Mstep: Class 36 contains 30660 members 
Mstep: Class 37 contains 21837 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33807 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30598 members 
Mstep: Class 44 contains 866 members 
Entering Unmasked Estep 
Score: -49774904.000000 Penalty: 94421.257812
Splitting cluster 19 changes total score from -49775816.000000 to -49774904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -515098.468750 Penalty: 1416.143921
	Iteration 0F: 2 clusters Score -515098.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -510365.281250 Penalty: 2832.287842
	Iteration 0F: 3 clusters Score -510365.3 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -511792.906250 Penalty: 2832.287842
	Iteration 1F: 3 clusters Score -511792.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -512091.156250 Penalty: 2832.287842
	Iteration 2F: 3 clusters Score -512091.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -512286.812500 Penalty: 2832.287842
	Iteration 3F: 3 clusters Score -512286.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -512423.218750 Penalty: 2832.287842
	Iteration 4Q: 3 clusters Score -512423.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -512550.593750 Penalty: 2832.287842
	Iteration 5Q: 3 clusters Score -512550.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -512661.156250 Penalty: 2832.287842
	Iteration 6Q: 3 clusters Score -512661.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -512768.375000 Penalty: 2832.287842
	Iteration 7Q: 3 clusters Score -512768.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -512857.593750 Penalty: 2832.287842
	Iteration 8Q: 3 clusters Score -512857.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -512933.906250 Penalty: 2832.287842
	Iteration 9Q: 3 clusters Score -512933.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -512993.187500 Penalty: 2832.287842
	Iteration 10Q: 3 clusters Score -512993.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -513053.250000 Penalty: 2832.287842
	Iteration 11Q: 3 clusters Score -513053.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -513102.281250 Penalty: 2832.287842
	Iteration 12Q: 3 clusters Score -513102.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -513147.812500 Penalty: 2832.287842
	Iteration 13Q: 3 clusters Score -513147.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -513186.531250 Penalty: 2832.287842
	Iteration 14Q: 3 clusters Score -513186.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -513220.437500 Penalty: 2832.287842
	Iteration 15Q: 3 clusters Score -513220.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -513255.250000 Penalty: 2832.287842
	Iteration 16Q: 3 clusters Score -513255.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -513297.562500 Penalty: 2832.287842
	Iteration 17Q: 3 clusters Score -513297.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -513340.906250 Penalty: 2832.287842
	Iteration 18Q: 3 clusters Score -513340.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -513391.531250 Penalty: 2832.287842
	Iteration 19Q: 3 clusters Score -513391.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -513440.812500 Penalty: 2832.287842
	Iteration 20F: 3 clusters Score -513440.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -513492.750000 Penalty: 2832.287842
	Iteration 21Q: 3 clusters Score -513492.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -513565.437500 Penalty: 2832.287842
	Iteration 22Q: 3 clusters Score -513565.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -513640.781250 Penalty: 2832.287842
	Iteration 23Q: 3 clusters Score -513640.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -513713.593750 Penalty: 2832.287842
	Iteration 24Q: 3 clusters Score -513713.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -513774.062500 Penalty: 2832.287842
	Iteration 25Q: 3 clusters Score -513774.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -513811.875000 Penalty: 2832.287842
	Iteration 26Q: 3 clusters Score -513811.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -513844.343750 Penalty: 2832.287842
	Iteration 27Q: 3 clusters Score -513844.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -513859.125000 Penalty: 2832.287842
	Iteration 28Q: 3 clusters Score -513859.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -513871.062500 Penalty: 2832.287842
	Iteration 29Q: 3 clusters Score -513871.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -513878.843750 Penalty: 2832.287842
	Iteration 30Q: 3 clusters Score -513878.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -513887.187500 Penalty: 2832.287842
	Iteration 31Q: 3 clusters Score -513887.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -513894.250000 Penalty: 2832.287842
	Iteration 32Q: 3 clusters Score -513894.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -513901.937500 Penalty: 2832.287842
	Iteration 33Q: 3 clusters Score -513901.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -513908.406250 Penalty: 2832.287842
	Iteration 34Q: 3 clusters Score -513908.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -513916.625000 Penalty: 2832.287842
	Iteration 35Q: 3 clusters Score -513916.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -513924.031250 Penalty: 2832.287842
	Iteration 36Q: 3 clusters Score -513924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -513932.531250 Penalty: 2832.287842
	Iteration 37Q: 3 clusters Score -513932.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -513942.125000 Penalty: 2832.287842
	Iteration 38Q: 3 clusters Score -513942.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -513950.625000 Penalty: 2832.287842
	Iteration 39Q: 3 clusters Score -513950.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -513957.281250 Penalty: 2832.287842
	Iteration 40F: 3 clusters Score -513957.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -513966.281250 Penalty: 2832.287842
	Iteration 41Q: 3 clusters Score -513966.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -513974.312500 Penalty: 2832.287842
	Iteration 42Q: 3 clusters Score -513974.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -513982.843750 Penalty: 2832.287842
	Iteration 43Q: 3 clusters Score -513982.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -513991.062500 Penalty: 2832.287842
	Iteration 44Q: 3 clusters Score -513991.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -513998.656250 Penalty: 2832.287842
	Iteration 45Q: 3 clusters Score -513998.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -514003.062500 Penalty: 2832.287842
	Iteration 46Q: 3 clusters Score -514003.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -514008.093750 Penalty: 2832.287842
	Iteration 47Q: 3 clusters Score -514008.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -514014.375000 Penalty: 2832.287842
	Iteration 48Q: 3 clusters Score -514014.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -514021.437500 Penalty: 2832.287842
	Iteration 49Q: 3 clusters Score -514021.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -514030.093750 Penalty: 2832.287842
	Iteration 50Q: 3 clusters Score -514030.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -514037.781250 Penalty: 2832.287842
	Iteration 51Q: 3 clusters Score -514037.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -514044.281250 Penalty: 2832.287842
	Iteration 52Q: 3 clusters Score -514044.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -514054.812500 Penalty: 2832.287842
	Iteration 53Q: 3 clusters Score -514054.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -514067.875000 Penalty: 2832.287842
	Iteration 54Q: 3 clusters Score -514067.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -514082.656250 Penalty: 2832.287842
	Iteration 55Q: 3 clusters Score -514082.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -514093.062500 Penalty: 2832.287842
	Iteration 56Q: 3 clusters Score -514093.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -514098.937500 Penalty: 2832.287842
	Iteration 57Q: 3 clusters Score -514098.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -514107.437500 Penalty: 2832.287842
	Iteration 58Q: 3 clusters Score -514107.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -514114.843750 Penalty: 2832.287842
	Iteration 59Q: 3 clusters Score -514114.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -514121.375000 Penalty: 2832.287842
	Iteration 60F: 3 clusters Score -514121.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -514126.937500 Penalty: 2832.287842
	Iteration 61Q: 3 clusters Score -514126.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -514132.562500 Penalty: 2832.287842
	Iteration 62Q: 3 clusters Score -514132.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -514137.875000 Penalty: 2832.287842
	Iteration 63Q: 3 clusters Score -514137.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -514143.375000 Penalty: 2832.287842
	Iteration 64Q: 3 clusters Score -514143.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -514150.437500 Penalty: 2832.287842
	Iteration 65Q: 3 clusters Score -514150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -514158.593750 Penalty: 2832.287842
	Iteration 66Q: 3 clusters Score -514158.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -514163.906250 Penalty: 2832.287842
	Iteration 67Q: 3 clusters Score -514163.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -514168.812500 Penalty: 2832.287842
	Iteration 68Q: 3 clusters Score -514168.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -514174.218750 Penalty: 2832.287842
	Iteration 69Q: 3 clusters Score -514174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -514179.281250 Penalty: 2832.287842
	Iteration 70Q: 3 clusters Score -514179.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -514187.312500 Penalty: 2832.287842
	Iteration 71Q: 3 clusters Score -514187.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -514192.312500 Penalty: 2832.287842
	Iteration 72Q: 3 clusters Score -514192.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -514198.125000 Penalty: 2832.287842
	Iteration 73Q: 3 clusters Score -514198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -514198.093750 Penalty: 2832.287842
	Iteration 74Q: 3 clusters Score -514198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -514200.156250 Penalty: 2832.287842
	Iteration 75Q: 3 clusters Score -514200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -514204.031250 Penalty: 2832.287842
	Iteration 76Q: 3 clusters Score -514204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -514208.031250 Penalty: 2832.287842
	Iteration 77Q: 3 clusters Score -514208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -514212.968750 Penalty: 2832.287842
	Iteration 78Q: 3 clusters Score -514213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -514217.562500 Penalty: 2832.287842
	Iteration 79Q: 3 clusters Score -514217.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -514222.812500 Penalty: 2832.287842
	Iteration 80F: 3 clusters Score -514222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -514226.625000 Penalty: 2832.287842
	Iteration 81Q: 3 clusters Score -514226.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -514233.843750 Penalty: 2832.287842
	Iteration 82Q: 3 clusters Score -514233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -514237.593750 Penalty: 2832.287842
	Iteration 83Q: 3 clusters Score -514237.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -514243.593750 Penalty: 2832.287842
	Iteration 84Q: 3 clusters Score -514243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -514246.343750 Penalty: 2832.287842
	Iteration 85Q: 3 clusters Score -514246.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -514252.093750 Penalty: 2832.287842
	Iteration 86Q: 3 clusters Score -514252.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -514257.531250 Penalty: 2832.287842
	Iteration 87Q: 3 clusters Score -514257.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -514263.468750 Penalty: 2832.287842
	Iteration 88Q: 3 clusters Score -514263.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -514270.218750 Penalty: 2832.287842
	Iteration 89Q: 3 clusters Score -514270.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -514273.062500 Penalty: 2832.287842
	Iteration 90Q: 3 clusters Score -514273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -514277.375000 Penalty: 2832.287842
	Iteration 91Q: 3 clusters Score -514277.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -514279.406250 Penalty: 2832.287842
	Iteration 92Q: 3 clusters Score -514279.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -514282.593750 Penalty: 2832.287842
	Iteration 93Q: 3 clusters Score -514282.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -514285.906250 Penalty: 2832.287842
	Iteration 94Q: 3 clusters Score -514285.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -514290.718750 Penalty: 2832.287842
	Iteration 95Q: 3 clusters Score -514290.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -514295.093750 Penalty: 2832.287842
	Iteration 96Q: 3 clusters Score -514295.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -514300.375000 Penalty: 2832.287842
	Iteration 97Q: 3 clusters Score -514300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -514302.500000 Penalty: 2832.287842
	Iteration 98Q: 3 clusters Score -514302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -514305.000000 Penalty: 2832.287842
	Iteration 99Q: 3 clusters Score -514305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -514306.343750 Penalty: 2832.287842
	Iteration 100F: 3 clusters Score -514306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -514306.312500 Penalty: 2832.287842
	Iteration 101Q: 3 clusters Score -514306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -514307.250000 Penalty: 2832.287842
	Iteration 102Q: 3 clusters Score -514307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -514306.500000 Penalty: 2832.287842
	Iteration 103Q: 3 clusters Score -514306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -514307.406250 Penalty: 2832.287842
	Iteration 104Q: 3 clusters Score -514307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -514307.406250 Penalty: 2832.287842
	Iteration 105F: 3 clusters Score -514307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -568164.062500 Penalty: 1415.796875
	Iteration 0F: 2 clusters Score -568164.1 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 3028 members 
Entering Unmasked Estep 
Score: -563555.000000 Penalty: 2831.593750
	Iteration 0F: 3 clusters Score -563555 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -564982.625000 Penalty: 2831.593750
	Iteration 1F: 3 clusters Score -564982.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -565329.000000 Penalty: 2831.593750
	Iteration 2F: 3 clusters Score -565329 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -565605.687500 Penalty: 2831.593750
	Iteration 3F: 3 clusters Score -565605.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -565835.062500 Penalty: 2831.593750
	Iteration 4F: 3 clusters Score -565835.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -566060.750000 Penalty: 2831.593750
	Iteration 5Q: 3 clusters Score -566060.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -566270.562500 Penalty: 2831.593750
	Iteration 6Q: 3 clusters Score -566270.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -566486.250000 Penalty: 2831.593750
	Iteration 7Q: 3 clusters Score -566486.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -566697.125000 Penalty: 2831.593750
	Iteration 8Q: 3 clusters Score -566697.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -566918.125000 Penalty: 2831.593750
	Iteration 9Q: 3 clusters Score -566918.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -567130.375000 Penalty: 2831.593750
	Iteration 10Q: 3 clusters Score -567130.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -567292.562500 Penalty: 2831.593750
	Iteration 11Q: 3 clusters Score -567292.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -567394.312500 Penalty: 2831.593750
	Iteration 12Q: 3 clusters Score -567394.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -567465.750000 Penalty: 2831.593750
	Iteration 13Q: 3 clusters Score -567465.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -567519.125000 Penalty: 2831.593750
	Iteration 14Q: 3 clusters Score -567519.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -567549.062500 Penalty: 2831.593750
	Iteration 15Q: 3 clusters Score -567549.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -567565.625000 Penalty: 2831.593750
	Iteration 16Q: 3 clusters Score -567565.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -567586.312500 Penalty: 2831.593750
	Iteration 17Q: 3 clusters Score -567586.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -567603.562500 Penalty: 2831.593750
	Iteration 18Q: 3 clusters Score -567603.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -567616.125000 Penalty: 2831.593750
	Iteration 19Q: 3 clusters Score -567616.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -567635.062500 Penalty: 2831.593750
	Iteration 20F: 3 clusters Score -567635.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -567645.437500 Penalty: 2831.593750
	Iteration 21Q: 3 clusters Score -567645.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -567653.750000 Penalty: 2831.593750
	Iteration 22Q: 3 clusters Score -567653.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -567664.500000 Penalty: 2831.593750
	Iteration 23Q: 3 clusters Score -567664.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -567676.375000 Penalty: 2831.593750
	Iteration 24Q: 3 clusters Score -567676.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -567692.375000 Penalty: 2831.593750
	Iteration 25Q: 3 clusters Score -567692.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -567712.375000 Penalty: 2831.593750
	Iteration 26Q: 3 clusters Score -567712.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -567726.187500 Penalty: 2831.593750
	Iteration 27Q: 3 clusters Score -567726.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -567736.062500 Penalty: 2831.593750
	Iteration 28Q: 3 clusters Score -567736.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -567737.312500 Penalty: 2831.593750
	Iteration 29Q: 3 clusters Score -567737.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -567739.625000 Penalty: 2831.593750
	Iteration 30Q: 3 clusters Score -567739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -567741.125000 Penalty: 2831.593750
	Iteration 31Q: 3 clusters Score -567741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -567740.187500 Penalty: 2831.593750
	Iteration 32Q: 3 clusters Score -567740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -567740.187500 Penalty: 2831.593750
	Iteration 33F: 3 clusters Score -567740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -437939.500000 Penalty: 1379.729614
	Iteration 0F: 2 clusters Score -437939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -433991.156250 Penalty: 2759.459229
	Iteration 0F: 3 clusters Score -433991.2 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -435091.593750 Penalty: 2759.459229
	Iteration 1F: 3 clusters Score -435091.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -435346.375000 Penalty: 2759.459229
	Iteration 2F: 3 clusters Score -435346.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -435604.125000 Penalty: 2759.459229
	Iteration 3F: 3 clusters Score -435604.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -435868.937500 Penalty: 2759.459229
	Iteration 4F: 3 clusters Score -435868.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -436103.250000 Penalty: 2759.459229
	Iteration 5F: 3 clusters Score -436103.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -436300.968750 Penalty: 2759.459229
	Iteration 6F: 3 clusters Score -436301 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -436429.718750 Penalty: 2759.459229
	Iteration 7Q: 3 clusters Score -436429.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -436516.406250 Penalty: 2759.459229
	Iteration 8Q: 3 clusters Score -436516.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -436580.718750 Penalty: 2759.459229
	Iteration 9Q: 3 clusters Score -436580.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -436645.281250 Penalty: 2759.459229
	Iteration 10Q: 3 clusters Score -436645.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -436699.093750 Penalty: 2759.459229
	Iteration 11Q: 3 clusters Score -436699.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -436739.906250 Penalty: 2759.459229
	Iteration 12Q: 3 clusters Score -436739.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -436764.375000 Penalty: 2759.459229
	Iteration 13Q: 3 clusters Score -436764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -436781.937500 Penalty: 2759.459229
	Iteration 14Q: 3 clusters Score -436781.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -436788.312500 Penalty: 2759.459229
	Iteration 15Q: 3 clusters Score -436788.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -436795.250000 Penalty: 2759.459229
	Iteration 16Q: 3 clusters Score -436795.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -436806.812500 Penalty: 2759.459229
	Iteration 17Q: 3 clusters Score -436806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -436813.937500 Penalty: 2759.459229
	Iteration 18Q: 3 clusters Score -436813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -436817.125000 Penalty: 2759.459229
	Iteration 19Q: 3 clusters Score -436817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -436821.437500 Penalty: 2759.459229
	Iteration 20F: 3 clusters Score -436821.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -436826.125000 Penalty: 2759.459229
	Iteration 21Q: 3 clusters Score -436826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -436828.781250 Penalty: 2759.459229
	Iteration 22Q: 3 clusters Score -436828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -436832.718750 Penalty: 2759.459229
	Iteration 23Q: 3 clusters Score -436832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -436834.312500 Penalty: 2759.459229
	Iteration 24Q: 3 clusters Score -436834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -436836.937500 Penalty: 2759.459229
	Iteration 25Q: 3 clusters Score -436836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -436839.468750 Penalty: 2759.459229
	Iteration 26Q: 3 clusters Score -436839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -436844.656250 Penalty: 2759.459229
	Iteration 27Q: 3 clusters Score -436844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -436849.500000 Penalty: 2759.459229
	Iteration 28Q: 3 clusters Score -436849.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -436857.031250 Penalty: 2759.459229
	Iteration 29Q: 3 clusters Score -436857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -436860.843750 Penalty: 2759.459229
	Iteration 30Q: 3 clusters Score -436860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -436861.500000 Penalty: 2759.459229
	Iteration 31Q: 3 clusters Score -436861.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -436861.500000 Penalty: 2759.459229
	Iteration 32F: 3 clusters Score -436861.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Entering Unmasked Estep 
Score: -612440.562500 Penalty: 1431.287109
	Iteration 0F: 2 clusters Score -612440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -607415.562500 Penalty: 2862.574219
	Iteration 0F: 3 clusters Score -607415.6 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -608982.437500 Penalty: 2862.574219
	Iteration 1F: 3 clusters Score -608982.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -609259.312500 Penalty: 2862.574219
	Iteration 2F: 3 clusters Score -609259.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -609472.312500 Penalty: 2862.574219
	Iteration 3F: 3 clusters Score -609472.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -609646.750000 Penalty: 2862.574219
	Iteration 4Q: 3 clusters Score -609646.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -609813.562500 Penalty: 2862.574219
	Iteration 5Q: 3 clusters Score -609813.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -609968.375000 Penalty: 2862.574219
	Iteration 6Q: 3 clusters Score -609968.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -610094.312500 Penalty: 2862.574219
	Iteration 7Q: 3 clusters Score -610094.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -610212.687500 Penalty: 2862.574219
	Iteration 8Q: 3 clusters Score -610212.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -610348.250000 Penalty: 2862.574219
	Iteration 9Q: 3 clusters Score -610348.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -610504.937500 Penalty: 2862.574219
	Iteration 10Q: 3 clusters Score -610504.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -610687.437500 Penalty: 2862.574219
	Iteration 11Q: 3 clusters Score -610687.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -610864.000000 Penalty: 2862.574219
	Iteration 12Q: 3 clusters Score -610864 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -611038.937500 Penalty: 2862.574219
	Iteration 13Q: 3 clusters Score -611038.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -611213.437500 Penalty: 2862.574219
	Iteration 14Q: 3 clusters Score -611213.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -611364.312500 Penalty: 2862.574219
	Iteration 15Q: 3 clusters Score -611364.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -611519.750000 Penalty: 2862.574219
	Iteration 16Q: 3 clusters Score -611519.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -611645.687500 Penalty: 2862.574219
	Iteration 17Q: 3 clusters Score -611645.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -611728.875000 Penalty: 2862.574219
	Iteration 18Q: 3 clusters Score -611728.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -611782.875000 Penalty: 2862.574219
	Iteration 19Q: 3 clusters Score -611782.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -611823.187500 Penalty: 2862.574219
	Iteration 20F: 3 clusters Score -611823.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -611849.812500 Penalty: 2862.574219
	Iteration 21Q: 3 clusters Score -611849.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -611866.812500 Penalty: 2862.574219
	Iteration 22Q: 3 clusters Score -611866.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -611878.750000 Penalty: 2862.574219
	Iteration 23Q: 3 clusters Score -611878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -611884.062500 Penalty: 2862.574219
	Iteration 24Q: 3 clusters Score -611884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -611886.437500 Penalty: 2862.574219
	Iteration 25Q: 3 clusters Score -611886.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -611888.312500 Penalty: 2862.574219
	Iteration 26Q: 3 clusters Score -611888.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -611891.125000 Penalty: 2862.574219
	Iteration 27Q: 3 clusters Score -611891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -611892.000000 Penalty: 2862.574219
	Iteration 28Q: 3 clusters Score -611892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -611893.687500 Penalty: 2862.574219
	Iteration 29Q: 3 clusters Score -611893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -611894.500000 Penalty: 2862.574219
	Iteration 30Q: 3 clusters Score -611894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -611894.312500 Penalty: 2862.574219
	Iteration 31Q: 3 clusters Score -611894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -611895.937500 Penalty: 2862.574219
	Iteration 32Q: 3 clusters Score -611895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -611895.875000 Penalty: 2862.574219
	Iteration 33Q: 3 clusters Score -611895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -611895.750000 Penalty: 2862.574219
	Iteration 34Q: 3 clusters Score -611895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -611895.750000 Penalty: 2862.574219
	Iteration 35F: 3 clusters Score -611895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Entering Unmasked Estep 
Score: -1195169.125000 Penalty: 1530.584229
	Iteration 0F: 2 clusters Score -1195169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1186514.875000 Penalty: 3061.168457
	Iteration 0F: 3 clusters Score -1186515 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1189361.000000 Penalty: 3061.168457
	Iteration 1F: 3 clusters Score -1189361 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1189645.375000 Penalty: 3061.168457
	Iteration 2F: 3 clusters Score -1189645 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1189875.000000 Penalty: 3061.168457
	Iteration 3Q: 3 clusters Score -1189875 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1190126.125000 Penalty: 3061.168457
	Iteration 4Q: 3 clusters Score -1190126 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1190411.375000 Penalty: 3061.168457
	Iteration 5Q: 3 clusters Score -1190411 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1190735.500000 Penalty: 3061.168457
	Iteration 6Q: 3 clusters Score -1190736 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1191081.375000 Penalty: 3061.168457
	Iteration 7Q: 3 clusters Score -1191081 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1191485.125000 Penalty: 3061.168457
	Iteration 8Q: 3 clusters Score -1191485 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1191885.375000 Penalty: 3061.168457
	Iteration 9Q: 3 clusters Score -1191885 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1192204.375000 Penalty: 3061.168457
	Iteration 10Q: 3 clusters Score -1192204 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1192427.625000 Penalty: 3061.168457
	Iteration 11Q: 3 clusters Score -1192428 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1192566.875000 Penalty: 3061.168457
	Iteration 12Q: 3 clusters Score -1192567 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1192666.750000 Penalty: 3061.168457
	Iteration 13Q: 3 clusters Score -1192667 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1192751.875000 Penalty: 3061.168457
	Iteration 14Q: 3 clusters Score -1192752 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1192818.875000 Penalty: 3061.168457
	Iteration 15Q: 3 clusters Score -1192819 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1192893.000000 Penalty: 3061.168457
	Iteration 16Q: 3 clusters Score -1192893 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1192987.250000 Penalty: 3061.168457
	Iteration 17Q: 3 clusters Score -1192987 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1193089.000000 Penalty: 3061.168457
	Iteration 18Q: 3 clusters Score -1193089 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1193212.750000 Penalty: 3061.168457
	Iteration 19Q: 3 clusters Score -1193213 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1193345.875000 Penalty: 3061.168457
	Iteration 20F: 3 clusters Score -1193346 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1193470.375000 Penalty: 3061.168457
	Iteration 21Q: 3 clusters Score -1193470 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1193608.875000 Penalty: 3061.168457
	Iteration 22Q: 3 clusters Score -1193609 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1193724.250000 Penalty: 3061.168457
	Iteration 23Q: 3 clusters Score -1193724 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1193819.500000 Penalty: 3061.168457
	Iteration 24Q: 3 clusters Score -1193820 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1193883.875000 Penalty: 3061.168457
	Iteration 25Q: 3 clusters Score -1193884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1193918.875000 Penalty: 3061.168457
	Iteration 26Q: 3 clusters Score -1193919 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1193938.125000 Penalty: 3061.168457
	Iteration 27Q: 3 clusters Score -1193938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1193959.625000 Penalty: 3061.168457
	Iteration 28Q: 3 clusters Score -1193960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1193972.000000 Penalty: 3061.168457
	Iteration 29Q: 3 clusters Score -1193972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1193983.500000 Penalty: 3061.168457
	Iteration 30Q: 3 clusters Score -1193984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1193995.625000 Penalty: 3061.168457
	Iteration 31Q: 3 clusters Score -1193996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1194009.000000 Penalty: 3061.168457
	Iteration 32Q: 3 clusters Score -1194009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1194015.750000 Penalty: 3061.168457
	Iteration 33Q: 3 clusters Score -1194016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1194024.250000 Penalty: 3061.168457
	Iteration 34Q: 3 clusters Score -1194024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1194033.250000 Penalty: 3061.168457
	Iteration 35Q: 3 clusters Score -1194033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1194034.500000 Penalty: 3061.168457
	Iteration 36Q: 3 clusters Score -1194034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1194040.500000 Penalty: 3061.168457
	Iteration 37Q: 3 clusters Score -1194040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1194042.375000 Penalty: 3061.168457
	Iteration 38Q: 3 clusters Score -1194042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1194044.500000 Penalty: 3061.168457
	Iteration 39Q: 3 clusters Score -1194044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1194046.750000 Penalty: 3061.168457
	Iteration 40F: 3 clusters Score -1194047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1194050.875000 Penalty: 3061.168457
	Iteration 41Q: 3 clusters Score -1194051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1194053.250000 Penalty: 3061.168457
	Iteration 42Q: 3 clusters Score -1194053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1194052.875000 Penalty: 3061.168457
	Iteration 43Q: 3 clusters Score -1194053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1194053.250000 Penalty: 3061.168457
	Iteration 44Q: 3 clusters Score -1194053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1194054.625000 Penalty: 3061.168457
	Iteration 45Q: 3 clusters Score -1194055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1194053.250000 Penalty: 3061.168457
	Iteration 46Q: 3 clusters Score -1194053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1194053.250000 Penalty: 3061.168457
	Iteration 47F: 3 clusters Score -1194053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -113453.695312 Penalty: 1166.513672
	Iteration 0F: 2 clusters Score -113453.7 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 680 members 
Entering Unmasked Estep 
Score: -111833.851562 Penalty: 2333.027344
	Iteration 0F: 3 clusters Score -111833.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112143.210938 Penalty: 2333.027344
	Iteration 1F: 3 clusters Score -112143.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -112214.398438 Penalty: 2333.027344
	Iteration 2F: 3 clusters Score -112214.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -112258.539062 Penalty: 2333.027344
	Iteration 3Q: 3 clusters Score -112258.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -112302.375000 Penalty: 2333.027344
	Iteration 4Q: 3 clusters Score -112302.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -112336.453125 Penalty: 2333.027344
	Iteration 5Q: 3 clusters Score -112336.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -112361.710938 Penalty: 2333.027344
	Iteration 6Q: 3 clusters Score -112361.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -112389.171875 Penalty: 2333.027344
	Iteration 7Q: 3 clusters Score -112389.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -112406.875000 Penalty: 2333.027344
	Iteration 8Q: 3 clusters Score -112406.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -112420.679688 Penalty: 2333.027344
	Iteration 9Q: 3 clusters Score -112420.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -112432.367188 Penalty: 2333.027344
	Iteration 10Q: 3 clusters Score -112432.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -112443.976562 Penalty: 2333.027344
	Iteration 11Q: 3 clusters Score -112444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -112453.953125 Penalty: 2333.027344
	Iteration 12Q: 3 clusters Score -112454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -112462.632812 Penalty: 2333.027344
	Iteration 13Q: 3 clusters Score -112462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -112468.500000 Penalty: 2333.027344
	Iteration 14Q: 3 clusters Score -112468.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -112471.890625 Penalty: 2333.027344
	Iteration 15Q: 3 clusters Score -112471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -112474.796875 Penalty: 2333.027344
	Iteration 16Q: 3 clusters Score -112474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112476.937500 Penalty: 2333.027344
	Iteration 17Q: 3 clusters Score -112476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -112482.539062 Penalty: 2333.027344
	Iteration 18Q: 3 clusters Score -112482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -112488.046875 Penalty: 2333.027344
	Iteration 19Q: 3 clusters Score -112488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -112491.914062 Penalty: 2333.027344
	Iteration 20F: 3 clusters Score -112491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -112495.203125 Penalty: 2333.027344
	Iteration 21Q: 3 clusters Score -112495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -112500.195312 Penalty: 2333.027344
	Iteration 22Q: 3 clusters Score -112500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -112502.664062 Penalty: 2333.027344
	Iteration 23Q: 3 clusters Score -112502.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -112506.898438 Penalty: 2333.027344
	Iteration 24Q: 3 clusters Score -112506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -112507.421875 Penalty: 2333.027344
	Iteration 25Q: 3 clusters Score -112507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -112508.085938 Penalty: 2333.027344
	Iteration 26Q: 3 clusters Score -112508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -112508.601562 Penalty: 2333.027344
	Iteration 27Q: 3 clusters Score -112508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -112508.601562 Penalty: 2333.027344
	Iteration 28F: 3 clusters Score -112508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Entering Unmasked Estep 
Score: -3969829.250000 Penalty: 1729.804199
	Iteration 0F: 2 clusters Score -3969829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3944805.000000 Penalty: 3459.608398
	Iteration 0F: 3 clusters Score -3944805 nChanged 19463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3955948.250000 Penalty: 3459.608398
	Iteration 1F: 3 clusters Score -3955948 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3956903.000000 Penalty: 3459.608398
	Iteration 2Q: 3 clusters Score -3956903 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3958151.500000 Penalty: 3459.608398
	Iteration 3F: 3 clusters Score -3958152 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3959487.250000 Penalty: 3459.608398
	Iteration 4F: 3 clusters Score -3959487 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3960846.000000 Penalty: 3459.608398
	Iteration 5F: 3 clusters Score -3960846 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3962266.500000 Penalty: 3459.608398
	Iteration 6F: 3 clusters Score -3962266 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3963688.000000 Penalty: 3459.608398
	Iteration 7F: 3 clusters Score -3963688 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3965244.500000 Penalty: 3459.608398
	Iteration 8F: 3 clusters Score -3965244 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3966901.000000 Penalty: 3459.608398
	Iteration 9F: 3 clusters Score -3966901 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3968474.500000 Penalty: 3459.608398
	Iteration 10Q: 3 clusters Score -3968474 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3969555.250000 Penalty: 3459.608398
	Iteration 11Q: 3 clusters Score -3969555 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3970187.000000 Penalty: 3459.608398
	Iteration 12Q: 3 clusters Score -3970187 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3970413.000000 Penalty: 3459.608398
	Iteration 13Q: 3 clusters Score -3970413 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3970568.000000 Penalty: 3459.608398
	Iteration 14Q: 3 clusters Score -3970568 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3970633.750000 Penalty: 3459.608398
	Iteration 15Q: 3 clusters Score -3970634 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3970644.000000 Penalty: 3459.608398
	Iteration 16Q: 3 clusters Score -3970644 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3970637.250000 Penalty: 3459.608398
	Iteration 17Q: 3 clusters Score -3970637 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3970603.750000 Penalty: 3459.608398
	Iteration 18Q: 3 clusters Score -3970604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3970578.250000 Penalty: 3459.608398
	Iteration 19Q: 3 clusters Score -3970578 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3970562.000000 Penalty: 3459.608398
	Iteration 20F: 3 clusters Score -3970562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3970543.750000 Penalty: 3459.608398
	Iteration 21Q: 3 clusters Score -3970544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3970534.500000 Penalty: 3459.608398
	Iteration 22Q: 3 clusters Score -3970534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3970533.250000 Penalty: 3459.608398
	Iteration 23Q: 3 clusters Score -3970533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3970513.500000 Penalty: 3459.608398
	Iteration 24Q: 3 clusters Score -3970514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3970512.500000 Penalty: 3459.608398
	Iteration 25Q: 3 clusters Score -3970512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3970497.750000 Penalty: 3459.608398
	Iteration 26Q: 3 clusters Score -3970498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3970498.000000 Penalty: 3459.608398
	Iteration 27Q: 3 clusters Score -3970498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3970489.500000 Penalty: 3459.608398
	Iteration 28Q: 3 clusters Score -3970490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3970488.000000 Penalty: 3459.608398
	Iteration 29Q: 3 clusters Score -3970488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3970489.250000 Penalty: 3459.608398
	Iteration 30Q: 3 clusters Score -3970489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3970484.250000 Penalty: 3459.608398
	Iteration 31Q: 3 clusters Score -3970484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3970478.750000 Penalty: 3459.608398
	Iteration 32Q: 3 clusters Score -3970479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3970479.000000 Penalty: 3459.608398
	Iteration 33Q: 3 clusters Score -3970479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3970478.750000 Penalty: 3459.608398
	Iteration 34Q: 3 clusters Score -3970479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3970479.000000 Penalty: 3459.608398
	Iteration 35Q: 3 clusters Score -3970479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3970478.000000 Penalty: 3459.608398
	Iteration 36Q: 3 clusters Score -3970478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3970477.250000 Penalty: 3459.608398
	Iteration 37Q: 3 clusters Score -3970477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3970471.500000 Penalty: 3459.608398
	Iteration 38Q: 3 clusters Score -3970472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3970473.500000 Penalty: 3459.608398
	Iteration 39Q: 3 clusters Score -3970474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3970473.500000 Penalty: 3459.608398
	Iteration 40F: 3 clusters Score -3970474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 38617 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 35114 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25174 members 
Mstep: Class 9 contains 24821 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40802 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26923 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12320 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 39407 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1838 members 
Mstep: Class 36 contains 30660 members 
Mstep: Class 37 contains 21837 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33807 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30598 members 
Mstep: Class 44 contains 2573 members 
Entering Unmasked Estep 
Score: -49776108.000000 Penalty: 94421.257812
Splitting cluster 26 changes total score from -49775816.000000 to -49776108.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -320931.062500 Penalty: 1328.891968
	Iteration 0F: 2 clusters Score -320931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -317900.656250 Penalty: 2657.783936
	Iteration 0F: 3 clusters Score -317900.7 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -318675.593750 Penalty: 2657.783936
	Iteration 1F: 3 clusters Score -318675.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -318804.500000 Penalty: 2657.783936
	Iteration 2F: 3 clusters Score -318804.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -318888.562500 Penalty: 2657.783936
	Iteration 3Q: 3 clusters Score -318888.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -318972.750000 Penalty: 2657.783936
	Iteration 4Q: 3 clusters Score -318972.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -319054.281250 Penalty: 2657.783936
	Iteration 5Q: 3 clusters Score -319054.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -319149.000000 Penalty: 2657.783936
	Iteration 6Q: 3 clusters Score -319149 nChanged 138
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: -319281.406250 Penalty: 2657.783936
	Iteration 7Q: 3 clusters Score -319281.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -319461.000000 Penalty: 2657.783936
	Iteration 8Q: 3 clusters Score -319461 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -319660.062500 Penalty: 2657.783936
	Iteration 9F: 3 clusters Score -319660.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -319822.000000 Penalty: 2657.783936
	Iteration 10Q: 3 clusters Score -319822 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -319944.000000 Penalty: 2657.783936
	Iteration 11Q: 3 clusters Score -319944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -320046.718750 Penalty: 2657.783936
	Iteration 12Q: 3 clusters Score -320046.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -320153.250000 Penalty: 2657.783936
	Iteration 13Q: 3 clusters Score -320153.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -320269.125000 Penalty: 2657.783936
	Iteration 14Q: 3 clusters Score -320269.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -320372.812500 Penalty: 2657.783936
	Iteration 15Q: 3 clusters Score -320372.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -320455.500000 Penalty: 2657.783936
	Iteration 16Q: 3 clusters Score -320455.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -320500.781250 Penalty: 2657.783936
	Iteration 17Q: 3 clusters Score -320500.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -320519.656250 Penalty: 2657.783936
	Iteration 18Q: 3 clusters Score -320519.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -320531.156250 Penalty: 2657.783936
	Iteration 19Q: 3 clusters Score -320531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -320535.187500 Penalty: 2657.783936
	Iteration 20F: 3 clusters Score -320535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -320537.812500 Penalty: 2657.783936
	Iteration 21Q: 3 clusters Score -320537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -320538.406250 Penalty: 2657.783936
	Iteration 22Q: 3 clusters Score -320538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -320538.968750 Penalty: 2657.783936
	Iteration 23Q: 3 clusters Score -320539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -320538.968750 Penalty: 2657.783936
	Iteration 24F: 3 clusters Score -320539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -176405.218750 Penalty: 1228.766724
	Iteration 0F: 2 clusters Score -176405.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -174404.234375 Penalty: 2457.533447
	Iteration 0F: 3 clusters Score -174404.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -174958.156250 Penalty: 2457.533447
	Iteration 1F: 3 clusters Score -174958.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -175174.640625 Penalty: 2457.533447
	Iteration 2F: 3 clusters Score -175174.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -175294.937500 Penalty: 2457.533447
	Iteration 3F: 3 clusters Score -175294.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -175403.437500 Penalty: 2457.533447
	Iteration 4F: 3 clusters Score -175403.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -175481.437500 Penalty: 2457.533447
	Iteration 5Q: 3 clusters Score -175481.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -175537.453125 Penalty: 2457.533447
	Iteration 6Q: 3 clusters Score -175537.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -175562.156250 Penalty: 2457.533447
	Iteration 7Q: 3 clusters Score -175562.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -175577.578125 Penalty: 2457.533447
	Iteration 8Q: 3 clusters Score -175577.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -175586.500000 Penalty: 2457.533447
	Iteration 9Q: 3 clusters Score -175586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -175591.921875 Penalty: 2457.533447
	Iteration 10Q: 3 clusters Score -175591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -175595.968750 Penalty: 2457.533447
	Iteration 11Q: 3 clusters Score -175596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -175600.015625 Penalty: 2457.533447
	Iteration 12Q: 3 clusters Score -175600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -175605.765625 Penalty: 2457.533447
	Iteration 13Q: 3 clusters Score -175605.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -175613.812500 Penalty: 2457.533447
	Iteration 14Q: 3 clusters Score -175613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -175618.906250 Penalty: 2457.533447
	Iteration 15Q: 3 clusters Score -175618.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175623.062500 Penalty: 2457.533447
	Iteration 16Q: 3 clusters Score -175623.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -175627.593750 Penalty: 2457.533447
	Iteration 17Q: 3 clusters Score -175627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -175628.296875 Penalty: 2457.533447
	Iteration 18Q: 3 clusters Score -175628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175633.218750 Penalty: 2457.533447
	Iteration 19Q: 3 clusters Score -175633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175637.296875 Penalty: 2457.533447
	Iteration 20F: 3 clusters Score -175637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -175641.265625 Penalty: 2457.533447
	Iteration 21Q: 3 clusters Score -175641.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -175647.468750 Penalty: 2457.533447
	Iteration 22Q: 3 clusters Score -175647.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -175654.281250 Penalty: 2457.533447
	Iteration 23Q: 3 clusters Score -175654.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -175662.750000 Penalty: 2457.533447
	Iteration 24Q: 3 clusters Score -175662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -175667.812500 Penalty: 2457.533447
	Iteration 25Q: 3 clusters Score -175667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -175670.937500 Penalty: 2457.533447
	Iteration 26Q: 3 clusters Score -175670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -175675.093750 Penalty: 2457.533447
	Iteration 27Q: 3 clusters Score -175675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175680.312500 Penalty: 2457.533447
	Iteration 28Q: 3 clusters Score -175680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -175684.328125 Penalty: 2457.533447
	Iteration 29Q: 3 clusters Score -175684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -175687.281250 Penalty: 2457.533447
	Iteration 30Q: 3 clusters Score -175687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -175689.875000 Penalty: 2457.533447
	Iteration 31Q: 3 clusters Score -175689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -175691.765625 Penalty: 2457.533447
	Iteration 32Q: 3 clusters Score -175691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -175693.015625 Penalty: 2457.533447
	Iteration 33Q: 3 clusters Score -175693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -175694.906250 Penalty: 2457.533447
	Iteration 34Q: 3 clusters Score -175694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -175695.828125 Penalty: 2457.533447
	Iteration 35Q: 3 clusters Score -175695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -175696.921875 Penalty: 2457.533447
	Iteration 36Q: 3 clusters Score -175696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -175697.796875 Penalty: 2457.533447
	Iteration 37Q: 3 clusters Score -175697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -175698.375000 Penalty: 2457.533447
	Iteration 38Q: 3 clusters Score -175698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -175698.375000 Penalty: 2457.533447
	Iteration 39F: 3 clusters Score -175698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Entering Unmasked Estep 
Score: -465058.156250 Penalty: 1384.368530
	Iteration 0F: 2 clusters Score -465058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -461086.218750 Penalty: 2768.737061
	Iteration 0F: 3 clusters Score -461086.2 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -462445.531250 Penalty: 2768.737061
	Iteration 1F: 3 clusters Score -462445.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -462876.750000 Penalty: 2768.737061
	Iteration 2F: 3 clusters Score -462876.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -463346.031250 Penalty: 2768.737061
	Iteration 3F: 3 clusters Score -463346 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -463812.125000 Penalty: 2768.737061
	Iteration 4F: 3 clusters Score -463812.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -464199.187500 Penalty: 2768.737061
	Iteration 5F: 3 clusters Score -464199.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -464493.312500 Penalty: 2768.737061
	Iteration 6F: 3 clusters Score -464493.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -464760.437500 Penalty: 2768.737061
	Iteration 7Q: 3 clusters Score -464760.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -464942.218750 Penalty: 2768.737061
	Iteration 8Q: 3 clusters Score -464942.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -465038.781250 Penalty: 2768.737061
	Iteration 9Q: 3 clusters Score -465038.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -465082.656250 Penalty: 2768.737061
	Iteration 10Q: 3 clusters Score -465082.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -465102.656250 Penalty: 2768.737061
	Iteration 11Q: 3 clusters Score -465102.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -465117.281250 Penalty: 2768.737061
	Iteration 12Q: 3 clusters Score -465117.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -465128.218750 Penalty: 2768.737061
	Iteration 13Q: 3 clusters Score -465128.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -465132.531250 Penalty: 2768.737061
	Iteration 14Q: 3 clusters Score -465132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -465134.250000 Penalty: 2768.737061
	Iteration 15Q: 3 clusters Score -465134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -465135.562500 Penalty: 2768.737061
	Iteration 16Q: 3 clusters Score -465135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -465136.468750 Penalty: 2768.737061
	Iteration 17Q: 3 clusters Score -465136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -465137.000000 Penalty: 2768.737061
	Iteration 18Q: 3 clusters Score -465137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -465138.375000 Penalty: 2768.737061
	Iteration 19Q: 3 clusters Score -465138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -465137.812500 Penalty: 2768.737061
	Iteration 20F: 3 clusters Score -465137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 38617 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 35114 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25174 members 
Mstep: Class 9 contains 24821 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40802 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26923 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12320 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 39407 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 2205 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1838 members 
Mstep: Class 36 contains 30660 members 
Mstep: Class 37 contains 21837 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33807 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30598 members 
Mstep: Class 44 contains 2573 members 
Mstep: Class 45 contains 2805 members 
Entering Unmasked Estep 
Score: -49775428.000000 Penalty: 96567.195312
Splitting cluster 29 changes total score from -49775816.000000 to -49775428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -107187.812500 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -107187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -105593.585938 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -105593.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105901.492188 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -105901.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106013.414062 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -106013.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -106093.742188 Penalty: 2318.580566
	Iteration 3F: 3 clusters Score -106093.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -106169.476562 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -106169.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -106232.078125 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -106232.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106277.601562 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -106277.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106302.640625 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -106302.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106317.156250 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -106317.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -106330.640625 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -106330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -106342.039062 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -106342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106364.476562 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -106364.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106384.835938 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -106384.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106403.562500 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -106403.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -106428.414062 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -106428.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106457.507812 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -106457.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106484.562500 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -106484.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106512.843750 Penalty: 2318.580566
	Iteration 17Q: 3 clusters Score -106512.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106540.351562 Penalty: 2318.580566
	Iteration 18Q: 3 clusters Score -106540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106563.492188 Penalty: 2318.580566
	Iteration 19Q: 3 clusters Score -106563.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106577.398438 Penalty: 2318.580566
	Iteration 20F: 3 clusters Score -106577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106585.148438 Penalty: 2318.580566
	Iteration 21Q: 3 clusters Score -106585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106593.187500 Penalty: 2318.580566
	Iteration 22Q: 3 clusters Score -106593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106603.210938 Penalty: 2318.580566
	Iteration 23Q: 3 clusters Score -106603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106612.031250 Penalty: 2318.580566
	Iteration 24Q: 3 clusters Score -106612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106621.304688 Penalty: 2318.580566
	Iteration 25Q: 3 clusters Score -106621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106628.273438 Penalty: 2318.580566
	Iteration 26Q: 3 clusters Score -106628.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106638.851562 Penalty: 2318.580566
	Iteration 27Q: 3 clusters Score -106638.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106650.851562 Penalty: 2318.580566
	Iteration 28Q: 3 clusters Score -106650.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -106661.718750 Penalty: 2318.580566
	Iteration 29Q: 3 clusters Score -106661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106669.046875 Penalty: 2318.580566
	Iteration 30Q: 3 clusters Score -106669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106675.304688 Penalty: 2318.580566
	Iteration 31Q: 3 clusters Score -106675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106682.296875 Penalty: 2318.580566
	Iteration 32Q: 3 clusters Score -106682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106690.484375 Penalty: 2318.580566
	Iteration 33Q: 3 clusters Score -106690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106701.507812 Penalty: 2318.580566
	Iteration 34Q: 3 clusters Score -106701.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106714.078125 Penalty: 2318.580566
	Iteration 35Q: 3 clusters Score -106714.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106732.453125 Penalty: 2318.580566
	Iteration 36Q: 3 clusters Score -106732.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -106752.343750 Penalty: 2318.580566
	Iteration 37Q: 3 clusters Score -106752.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106766.984375 Penalty: 2318.580566
	Iteration 38Q: 3 clusters Score -106767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106772.523438 Penalty: 2318.580566
	Iteration 39Q: 3 clusters Score -106772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -106774.687500 Penalty: 2318.580566
	Iteration 40F: 3 clusters Score -106774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106777.335938 Penalty: 2318.580566
	Iteration 41Q: 3 clusters Score -106777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106778.523438 Penalty: 2318.580566
	Iteration 42Q: 3 clusters Score -106778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -106779.750000 Penalty: 2318.580566
	Iteration 43Q: 3 clusters Score -106779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106781.445312 Penalty: 2318.580566
	Iteration 44Q: 3 clusters Score -106781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106783.070312 Penalty: 2318.580566
	Iteration 45Q: 3 clusters Score -106783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -106785.742188 Penalty: 2318.580566
	Iteration 46Q: 3 clusters Score -106785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106786.203125 Penalty: 2318.580566
	Iteration 47Q: 3 clusters Score -106786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106786.203125 Penalty: 2318.580566
	Iteration 48F: 3 clusters Score -106786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -135322.515625 Penalty: 1196.326660
	Iteration 0F: 2 clusters Score -135322.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133488.796875 Penalty: 2392.653320
	Iteration 0F: 3 clusters Score -133488.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -133933.750000 Penalty: 2392.653320
	Iteration 1F: 3 clusters Score -133933.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -134094.843750 Penalty: 2392.653320
	Iteration 2F: 3 clusters Score -134094.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -134206.156250 Penalty: 2392.653320
	Iteration 3F: 3 clusters Score -134206.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134274.750000 Penalty: 2392.653320
	Iteration 4Q: 3 clusters Score -134274.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134330.531250 Penalty: 2392.653320
	Iteration 5Q: 3 clusters Score -134330.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134381.562500 Penalty: 2392.653320
	Iteration 6Q: 3 clusters Score -134381.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134418.734375 Penalty: 2392.653320
	Iteration 7Q: 3 clusters Score -134418.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134452.640625 Penalty: 2392.653320
	Iteration 8Q: 3 clusters Score -134452.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134476.703125 Penalty: 2392.653320
	Iteration 9Q: 3 clusters Score -134476.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134490.843750 Penalty: 2392.653320
	Iteration 10Q: 3 clusters Score -134490.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134503.984375 Penalty: 2392.653320
	Iteration 11Q: 3 clusters Score -134504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134518.843750 Penalty: 2392.653320
	Iteration 12Q: 3 clusters Score -134518.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134526.046875 Penalty: 2392.653320
	Iteration 13Q: 3 clusters Score -134526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134532.781250 Penalty: 2392.653320
	Iteration 14Q: 3 clusters Score -134532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134539.937500 Penalty: 2392.653320
	Iteration 15Q: 3 clusters Score -134539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -134545.484375 Penalty: 2392.653320
	Iteration 16Q: 3 clusters Score -134545.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134550.875000 Penalty: 2392.653320
	Iteration 17Q: 3 clusters Score -134550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134557.421875 Penalty: 2392.653320
	Iteration 18Q: 3 clusters Score -134557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134560.265625 Penalty: 2392.653320
	Iteration 19Q: 3 clusters Score -134560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134562.859375 Penalty: 2392.653320
	Iteration 20F: 3 clusters Score -134562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134565.015625 Penalty: 2392.653320
	Iteration 21Q: 3 clusters Score -134565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134566.843750 Penalty: 2392.653320
	Iteration 22Q: 3 clusters Score -134566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134570.671875 Penalty: 2392.653320
	Iteration 23Q: 3 clusters Score -134570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134573.578125 Penalty: 2392.653320
	Iteration 24Q: 3 clusters Score -134573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134576.281250 Penalty: 2392.653320
	Iteration 25Q: 3 clusters Score -134576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -134586.859375 Penalty: 2392.653320
	Iteration 26Q: 3 clusters Score -134586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134594.015625 Penalty: 2392.653320
	Iteration 27Q: 3 clusters Score -134594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134600.656250 Penalty: 2392.653320
	Iteration 28Q: 3 clusters Score -134600.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134606.000000 Penalty: 2392.653320
	Iteration 29Q: 3 clusters Score -134606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134611.312500 Penalty: 2392.653320
	Iteration 30Q: 3 clusters Score -134611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134614.750000 Penalty: 2392.653320
	Iteration 31Q: 3 clusters Score -134614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -134619.343750 Penalty: 2392.653320
	Iteration 32Q: 3 clusters Score -134619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134623.750000 Penalty: 2392.653320
	Iteration 33Q: 3 clusters Score -134623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134628.937500 Penalty: 2392.653320
	Iteration 34Q: 3 clusters Score -134628.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134636.328125 Penalty: 2392.653320
	Iteration 35Q: 3 clusters Score -134636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134638.921875 Penalty: 2392.653320
	Iteration 36Q: 3 clusters Score -134638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134639.328125 Penalty: 2392.653320
	Iteration 37Q: 3 clusters Score -134639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -134640.140625 Penalty: 2392.653320
	Iteration 38Q: 3 clusters Score -134640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134640.937500 Penalty: 2392.653320
	Iteration 39Q: 3 clusters Score -134640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134642.656250 Penalty: 2392.653320
	Iteration 40F: 3 clusters Score -134642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134645.296875 Penalty: 2392.653320
	Iteration 41Q: 3 clusters Score -134645.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134646.343750 Penalty: 2392.653320
	Iteration 42Q: 3 clusters Score -134646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134647.890625 Penalty: 2392.653320
	Iteration 43Q: 3 clusters Score -134647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134648.687500 Penalty: 2392.653320
	Iteration 44Q: 3 clusters Score -134648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134649.406250 Penalty: 2392.653320
	Iteration 45Q: 3 clusters Score -134649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134649.406250 Penalty: 2392.653320
	Iteration 46F: 3 clusters Score -134649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -148417.593750 Penalty: 1222.916504
	Iteration 0F: 2 clusters Score -148417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -146497.250000 Penalty: 2445.833008
	Iteration 0F: 3 clusters Score -146497.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -147025.140625 Penalty: 2445.833008
	Iteration 1F: 3 clusters Score -147025.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -147187.953125 Penalty: 2445.833008
	Iteration 2F: 3 clusters Score -147188 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -147308.421875 Penalty: 2445.833008
	Iteration 3F: 3 clusters Score -147308.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -147411.906250 Penalty: 2445.833008
	Iteration 4Q: 3 clusters Score -147411.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -147517.890625 Penalty: 2445.833008
	Iteration 5F: 3 clusters Score -147517.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -147592.703125 Penalty: 2445.833008
	Iteration 6Q: 3 clusters Score -147592.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -147657.593750 Penalty: 2445.833008
	Iteration 7Q: 3 clusters Score -147657.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -147713.906250 Penalty: 2445.833008
	Iteration 8Q: 3 clusters Score -147713.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -147766.656250 Penalty: 2445.833008
	Iteration 9Q: 3 clusters Score -147766.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -147825.421875 Penalty: 2445.833008
	Iteration 10Q: 3 clusters Score -147825.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -147880.890625 Penalty: 2445.833008
	Iteration 11Q: 3 clusters Score -147880.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -147924.968750 Penalty: 2445.833008
	Iteration 12Q: 3 clusters Score -147925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -147951.625000 Penalty: 2445.833008
	Iteration 13Q: 3 clusters Score -147951.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -147968.968750 Penalty: 2445.833008
	Iteration 14Q: 3 clusters Score -147969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -147994.515625 Penalty: 2445.833008
	Iteration 15Q: 3 clusters Score -147994.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -148017.312500 Penalty: 2445.833008
	Iteration 16Q: 3 clusters Score -148017.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -148034.937500 Penalty: 2445.833008
	Iteration 17Q: 3 clusters Score -148034.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -148051.593750 Penalty: 2445.833008
	Iteration 18Q: 3 clusters Score -148051.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -148069.328125 Penalty: 2445.833008
	Iteration 19Q: 3 clusters Score -148069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -148091.078125 Penalty: 2445.833008
	Iteration 20F: 3 clusters Score -148091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -148099.765625 Penalty: 2445.833008
	Iteration 21Q: 3 clusters Score -148099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -148106.406250 Penalty: 2445.833008
	Iteration 22Q: 3 clusters Score -148106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -148108.687500 Penalty: 2445.833008
	Iteration 23Q: 3 clusters Score -148108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -148109.593750 Penalty: 2445.833008
	Iteration 24Q: 3 clusters Score -148109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -148109.593750 Penalty: 2445.833008
	Iteration 25F: 3 clusters Score -148109.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Entering Unmasked Estep 
Score: -2020546.625000 Penalty: 1613.440186
	Iteration 0F: 2 clusters Score -2020547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2006695.625000 Penalty: 3226.880371
	Iteration 0F: 3 clusters Score -2006696 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2011790.000000 Penalty: 3226.880371
	Iteration 1F: 3 clusters Score -2011790 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2012045.250000 Penalty: 3226.880371
	Iteration 2Q: 3 clusters Score -2012045 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2012275.125000 Penalty: 3226.880371
	Iteration 3Q: 3 clusters Score -2012275 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2012530.000000 Penalty: 3226.880371
	Iteration 4Q: 3 clusters Score -2012530 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2012860.125000 Penalty: 3226.880371
	Iteration 5Q: 3 clusters Score -2012860 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2013281.000000 Penalty: 3226.880371
	Iteration 6Q: 3 clusters Score -2013281 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2013912.250000 Penalty: 3226.880371
	Iteration 7F: 3 clusters Score -2013912 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2014770.000000 Penalty: 3226.880371
	Iteration 8F: 3 clusters Score -2014770 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2015891.750000 Penalty: 3226.880371
	Iteration 9F: 3 clusters Score -2015892 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2017229.375000 Penalty: 3226.880371
	Iteration 10F: 3 clusters Score -2017229 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2018184.625000 Penalty: 3226.880371
	Iteration 11Q: 3 clusters Score -2018185 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2018705.750000 Penalty: 3226.880371
	Iteration 12Q: 3 clusters Score -2018706 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2018920.125000 Penalty: 3226.880371
	Iteration 13Q: 3 clusters Score -2018920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2019024.250000 Penalty: 3226.880371
	Iteration 14Q: 3 clusters Score -2019024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2019063.750000 Penalty: 3226.880371
	Iteration 15Q: 3 clusters Score -2019064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2019080.000000 Penalty: 3226.880371
	Iteration 16Q: 3 clusters Score -2019080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2019092.625000 Penalty: 3226.880371
	Iteration 17Q: 3 clusters Score -2019093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2019110.375000 Penalty: 3226.880371
	Iteration 18Q: 3 clusters Score -2019110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2019125.500000 Penalty: 3226.880371
	Iteration 19Q: 3 clusters Score -2019126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2019130.750000 Penalty: 3226.880371
	Iteration 20F: 3 clusters Score -2019131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2019145.625000 Penalty: 3226.880371
	Iteration 21Q: 3 clusters Score -2019146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2019145.750000 Penalty: 3226.880371
	Iteration 22Q: 3 clusters Score -2019146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2019148.500000 Penalty: 3226.880371
	Iteration 23Q: 3 clusters Score -2019148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2019148.500000 Penalty: 3226.880371
	Iteration 24F: 3 clusters Score -2019148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -61391.671875 Penalty: 1069.128296
	Iteration 0F: 2 clusters Score -61391.67 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 300 members 
Entering Unmasked Estep 
Score: -60174.617188 Penalty: 2138.256592
	Iteration 0F: 3 clusters Score -60174.62 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60418.980469 Penalty: 2138.256592
	Iteration 1F: 3 clusters Score -60418.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60529.167969 Penalty: 2138.256592
	Iteration 2F: 3 clusters Score -60529.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60612.796875 Penalty: 2138.256592
	Iteration 3F: 3 clusters Score -60612.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60677.421875 Penalty: 2138.256592
	Iteration 4Q: 3 clusters Score -60677.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60720.132812 Penalty: 2138.256592
	Iteration 5Q: 3 clusters Score -60720.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60767.421875 Penalty: 2138.256592
	Iteration 6Q: 3 clusters Score -60767.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60803.910156 Penalty: 2138.256592
	Iteration 7Q: 3 clusters Score -60803.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60834.468750 Penalty: 2138.256592
	Iteration 8Q: 3 clusters Score -60834.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60856.246094 Penalty: 2138.256592
	Iteration 9Q: 3 clusters Score -60856.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60877.980469 Penalty: 2138.256592
	Iteration 10Q: 3 clusters Score -60877.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60889.980469 Penalty: 2138.256592
	Iteration 11Q: 3 clusters Score -60889.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60899.191406 Penalty: 2138.256592
	Iteration 12Q: 3 clusters Score -60899.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60921.195312 Penalty: 2138.256592
	Iteration 13Q: 3 clusters Score -60921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60936.699219 Penalty: 2138.256592
	Iteration 14Q: 3 clusters Score -60936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60952.183594 Penalty: 2138.256592
	Iteration 15Q: 3 clusters Score -60952.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60994.589844 Penalty: 2138.256592
	Iteration 16Q: 3 clusters Score -60994.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61050.234375 Penalty: 2138.256592
	Iteration 17Q: 3 clusters Score -61050.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61105.316406 Penalty: 2138.256592
	Iteration 18Q: 3 clusters Score -61105.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61154.558594 Penalty: 2138.256592
	Iteration 19Q: 3 clusters Score -61154.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61227.367188 Penalty: 2138.256592
	Iteration 20F: 3 clusters Score -61227.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61255.972656 Penalty: 2138.256592
	Iteration 21Q: 3 clusters Score -61255.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61262.574219 Penalty: 2138.256592
	Iteration 22Q: 3 clusters Score -61262.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61272.328125 Penalty: 2138.256592
	Iteration 23Q: 3 clusters Score -61272.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61278.824219 Penalty: 2138.256592
	Iteration 24Q: 3 clusters Score -61278.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61283.257812 Penalty: 2138.256592
	Iteration 25Q: 3 clusters Score -61283.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61286.105469 Penalty: 2138.256592
	Iteration 26Q: 3 clusters Score -61286.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61287.535156 Penalty: 2138.256592
	Iteration 27Q: 3 clusters Score -61287.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61289.152344 Penalty: 2138.256592
	Iteration 28Q: 3 clusters Score -61289.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61289.152344 Penalty: 2138.256592
	Iteration 29F: 3 clusters Score -61289.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -143164.281250 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -143164.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -141258.937500 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -141258.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -141959.593750 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -141959.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142252.984375 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -142253 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142508.125000 Penalty: 2442.840820
	Iteration 3F: 3 clusters Score -142508.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -142646.515625 Penalty: 2442.840820
	Iteration 4F: 3 clusters Score -142646.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142764.437500 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -142764.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142862.343750 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -142862.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -142929.234375 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -142929.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -142981.968750 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -142982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -143030.000000 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -143030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143076.078125 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -143076.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -143113.359375 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -143113.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -143132.312500 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -143132.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -143145.203125 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -143145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -143152.906250 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -143152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -143156.890625 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -143156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -143160.109375 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -143160.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143164.625000 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -143164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -143170.328125 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -143170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -143175.531250 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -143175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -143179.812500 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -143179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -143181.625000 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -143181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -143183.937500 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -143183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -143184.859375 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -143184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -143186.703125 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -143186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -143188.546875 Penalty: 2442.840820
	Iteration 25Q: 3 clusters Score -143188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -143190.937500 Penalty: 2442.840820
	Iteration 26Q: 3 clusters Score -143190.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -143195.046875 Penalty: 2442.840820
	Iteration 27Q: 3 clusters Score -143195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -143196.953125 Penalty: 2442.840820
	Iteration 28Q: 3 clusters Score -143197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -143199.156250 Penalty: 2442.840820
	Iteration 29Q: 3 clusters Score -143199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -143200.937500 Penalty: 2442.840820
	Iteration 30Q: 3 clusters Score -143200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -143202.093750 Penalty: 2442.840820
	Iteration 31Q: 3 clusters Score -143202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -143205.859375 Penalty: 2442.840820
	Iteration 32Q: 3 clusters Score -143205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -143210.953125 Penalty: 2442.840820
	Iteration 33Q: 3 clusters Score -143211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -143213.796875 Penalty: 2442.840820
	Iteration 34Q: 3 clusters Score -143213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -143216.625000 Penalty: 2442.840820
	Iteration 35Q: 3 clusters Score -143216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -143218.171875 Penalty: 2442.840820
	Iteration 36Q: 3 clusters Score -143218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -143219.000000 Penalty: 2442.840820
	Iteration 37Q: 3 clusters Score -143219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -143219.531250 Penalty: 2442.840820
	Iteration 38Q: 3 clusters Score -143219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -143225.453125 Penalty: 2442.840820
	Iteration 39Q: 3 clusters Score -143225.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -143231.500000 Penalty: 2442.840820
	Iteration 40F: 3 clusters Score -143231.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -143238.531250 Penalty: 2442.840820
	Iteration 41Q: 3 clusters Score -143238.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -143246.171875 Penalty: 2442.840820
	Iteration 42Q: 3 clusters Score -143246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -143255.906250 Penalty: 2442.840820
	Iteration 43Q: 3 clusters Score -143255.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -143264.437500 Penalty: 2442.840820
	Iteration 44Q: 3 clusters Score -143264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -143274.656250 Penalty: 2442.840820
	Iteration 45Q: 3 clusters Score -143274.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -143283.765625 Penalty: 2442.840820
	Iteration 46Q: 3 clusters Score -143283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -143298.593750 Penalty: 2442.840820
	Iteration 47Q: 3 clusters Score -143298.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -143311.609375 Penalty: 2442.840820
	Iteration 48Q: 3 clusters Score -143311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -143315.921875 Penalty: 2442.840820
	Iteration 49Q: 3 clusters Score -143315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -143320.890625 Penalty: 2442.840820
	Iteration 50Q: 3 clusters Score -143320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143323.890625 Penalty: 2442.840820
	Iteration 51Q: 3 clusters Score -143323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -143325.234375 Penalty: 2442.840820
	Iteration 52Q: 3 clusters Score -143325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -143325.890625 Penalty: 2442.840820
	Iteration 53Q: 3 clusters Score -143325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -143325.890625 Penalty: 2442.840820
	Iteration 54F: 3 clusters Score -143325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 38617 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 35114 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25174 members 
Mstep: Class 9 contains 24821 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40802 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26923 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12320 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 39407 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 746 members 
Mstep: Class 36 contains 30660 members 
Mstep: Class 37 contains 21837 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33807 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30598 members 
Mstep: Class 44 contains 2573 members 
Mstep: Class 45 contains 1092 members 
Entering Unmasked Estep 
Score: -49775348.000000 Penalty: 96567.195312
Splitting cluster 35 changes total score from -49775816.000000 to -49775348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (30660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Entering Unmasked Estep 
Score: -2948467.500000 Penalty: 1678.741089
	Iteration 0F: 2 clusters Score -2948468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2927814.250000 Penalty: 3357.482178
	Iteration 0F: 3 clusters Score -2927814 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2935779.250000 Penalty: 3357.482178
	Iteration 1F: 3 clusters Score -2935779 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2936506.500000 Penalty: 3357.482178
	Iteration 2F: 3 clusters Score -2936506 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2937473.000000 Penalty: 3357.482178
	Iteration 3F: 3 clusters Score -2937473 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2938686.000000 Penalty: 3357.482178
	Iteration 4F: 3 clusters Score -2938686 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2940069.750000 Penalty: 3357.482178
	Iteration 5F: 3 clusters Score -2940070 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2941568.500000 Penalty: 3357.482178
	Iteration 6F: 3 clusters Score -2941568 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2942994.000000 Penalty: 3357.482178
	Iteration 7F: 3 clusters Score -2942994 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -2944233.500000 Penalty: 3357.482178
	Iteration 8F: 3 clusters Score -2944234 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -2945174.250000 Penalty: 3357.482178
	Iteration 9Q: 3 clusters Score -2945174 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -2945822.500000 Penalty: 3357.482178
	Iteration 10Q: 3 clusters Score -2945822 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -2946260.750000 Penalty: 3357.482178
	Iteration 11Q: 3 clusters Score -2946261 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -2946551.750000 Penalty: 3357.482178
	Iteration 12Q: 3 clusters Score -2946552 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -2946714.000000 Penalty: 3357.482178
	Iteration 13Q: 3 clusters Score -2946714 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -2946846.500000 Penalty: 3357.482178
	Iteration 14Q: 3 clusters Score -2946846 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -2946968.750000 Penalty: 3357.482178
	Iteration 15Q: 3 clusters Score -2946969 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -2947035.750000 Penalty: 3357.482178
	Iteration 16Q: 3 clusters Score -2947036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -2947076.750000 Penalty: 3357.482178
	Iteration 17Q: 3 clusters Score -2947077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -2947111.500000 Penalty: 3357.482178
	Iteration 18Q: 3 clusters Score -2947112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -2947134.250000 Penalty: 3357.482178
	Iteration 19Q: 3 clusters Score -2947134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -2947145.250000 Penalty: 3357.482178
	Iteration 20F: 3 clusters Score -2947145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -2947160.750000 Penalty: 3357.482178
	Iteration 21Q: 3 clusters Score -2947161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -2947167.250000 Penalty: 3357.482178
	Iteration 22Q: 3 clusters Score -2947167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -2947174.750000 Penalty: 3357.482178
	Iteration 23Q: 3 clusters Score -2947175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -2947183.750000 Penalty: 3357.482178
	Iteration 24Q: 3 clusters Score -2947184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -2947191.750000 Penalty: 3357.482178
	Iteration 25Q: 3 clusters Score -2947192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -2947200.250000 Penalty: 3357.482178
	Iteration 26Q: 3 clusters Score -2947200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -2947205.500000 Penalty: 3357.482178
	Iteration 27Q: 3 clusters Score -2947206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -2947207.750000 Penalty: 3357.482178
	Iteration 28Q: 3 clusters Score -2947208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -2947212.000000 Penalty: 3357.482178
	Iteration 29Q: 3 clusters Score -2947212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -2947224.000000 Penalty: 3357.482178
	Iteration 30Q: 3 clusters Score -2947224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -2947225.750000 Penalty: 3357.482178
	Iteration 31Q: 3 clusters Score -2947226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -2947225.250000 Penalty: 3357.482178
	Iteration 32Q: 3 clusters Score -2947225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -2947228.000000 Penalty: 3357.482178
	Iteration 33Q: 3 clusters Score -2947228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -2947227.750000 Penalty: 3357.482178
	Iteration 34Q: 3 clusters Score -2947228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -2947229.250000 Penalty: 3357.482178
	Iteration 35Q: 3 clusters Score -2947229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -2947233.250000 Penalty: 3357.482178
	Iteration 36Q: 3 clusters Score -2947233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -2947235.500000 Penalty: 3357.482178
	Iteration 37Q: 3 clusters Score -2947236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -2947235.000000 Penalty: 3357.482178
	Iteration 38Q: 3 clusters Score -2947235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -2947245.000000 Penalty: 3357.482178
	Iteration 39Q: 3 clusters Score -2947245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -2947250.500000 Penalty: 3357.482178
	Iteration 40F: 3 clusters Score -2947250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -2947252.000000 Penalty: 3357.482178
	Iteration 41Q: 3 clusters Score -2947252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -2947251.250000 Penalty: 3357.482178
	Iteration 42Q: 3 clusters Score -2947251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -2947252.500000 Penalty: 3357.482178
	Iteration 43Q: 3 clusters Score -2947252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -2947252.000000 Penalty: 3357.482178
	Iteration 44Q: 3 clusters Score -2947252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -2947255.000000 Penalty: 3357.482178
	Iteration 45Q: 3 clusters Score -2947255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -2947254.750000 Penalty: 3357.482178
	Iteration 46Q: 3 clusters Score -2947255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -2947254.750000 Penalty: 3357.482178
	Iteration 47F: 3 clusters Score -2947255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (21837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Entering Unmasked Estep 
Score: -2040019.125000 Penalty: 1623.596069
	Iteration 0F: 2 clusters Score -2040019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2025159.125000 Penalty: 3247.192139
	Iteration 0F: 3 clusters Score -2025159 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2030644.500000 Penalty: 3247.192139
	Iteration 1F: 3 clusters Score -2030644 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2031010.875000 Penalty: 3247.192139
	Iteration 2Q: 3 clusters Score -2031011 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2031324.750000 Penalty: 3247.192139
	Iteration 3Q: 3 clusters Score -2031325 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2031634.875000 Penalty: 3247.192139
	Iteration 4Q: 3 clusters Score -2031635 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2031954.625000 Penalty: 3247.192139
	Iteration 5Q: 3 clusters Score -2031955 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2032268.625000 Penalty: 3247.192139
	Iteration 6Q: 3 clusters Score -2032269 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2032589.625000 Penalty: 3247.192139
	Iteration 7Q: 3 clusters Score -2032590 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2032932.375000 Penalty: 3247.192139
	Iteration 8Q: 3 clusters Score -2032932 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2033276.125000 Penalty: 3247.192139
	Iteration 9Q: 3 clusters Score -2033276 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2033576.125000 Penalty: 3247.192139
	Iteration 10Q: 3 clusters Score -2033576 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2033854.000000 Penalty: 3247.192139
	Iteration 11Q: 3 clusters Score -2033854 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2034123.375000 Penalty: 3247.192139
	Iteration 12Q: 3 clusters Score -2034123 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2034347.500000 Penalty: 3247.192139
	Iteration 13Q: 3 clusters Score -2034348 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2034620.625000 Penalty: 3247.192139
	Iteration 14Q: 3 clusters Score -2034621 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2034956.625000 Penalty: 3247.192139
	Iteration 15Q: 3 clusters Score -2034957 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2035354.250000 Penalty: 3247.192139
	Iteration 16Q: 3 clusters Score -2035354 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2035764.625000 Penalty: 3247.192139
	Iteration 17Q: 3 clusters Score -2035765 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2035992.250000 Penalty: 3247.192139
	Iteration 18Q: 3 clusters Score -2035992 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2036126.500000 Penalty: 3247.192139
	Iteration 19Q: 3 clusters Score -2036126 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2036249.625000 Penalty: 3247.192139
	Iteration 20F: 3 clusters Score -2036250 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2036328.500000 Penalty: 3247.192139
	Iteration 21Q: 3 clusters Score -2036328 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2036406.750000 Penalty: 3247.192139
	Iteration 22Q: 3 clusters Score -2036407 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2036497.375000 Penalty: 3247.192139
	Iteration 23Q: 3 clusters Score -2036497 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2036566.625000 Penalty: 3247.192139
	Iteration 24Q: 3 clusters Score -2036567 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2036640.125000 Penalty: 3247.192139
	Iteration 25Q: 3 clusters Score -2036640 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2036711.250000 Penalty: 3247.192139
	Iteration 26Q: 3 clusters Score -2036711 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2036786.250000 Penalty: 3247.192139
	Iteration 27Q: 3 clusters Score -2036786 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2036858.500000 Penalty: 3247.192139
	Iteration 28Q: 3 clusters Score -2036858 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2036912.250000 Penalty: 3247.192139
	Iteration 29Q: 3 clusters Score -2036912 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2036959.750000 Penalty: 3247.192139
	Iteration 30Q: 3 clusters Score -2036960 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2037016.625000 Penalty: 3247.192139
	Iteration 31Q: 3 clusters Score -2037017 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2037064.250000 Penalty: 3247.192139
	Iteration 32Q: 3 clusters Score -2037064 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2037135.250000 Penalty: 3247.192139
	Iteration 33Q: 3 clusters Score -2037135 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2037180.250000 Penalty: 3247.192139
	Iteration 34Q: 3 clusters Score -2037180 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2037235.625000 Penalty: 3247.192139
	Iteration 35Q: 3 clusters Score -2037236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2037270.375000 Penalty: 3247.192139
	Iteration 36Q: 3 clusters Score -2037270 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2037325.500000 Penalty: 3247.192139
	Iteration 37Q: 3 clusters Score -2037326 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2037359.000000 Penalty: 3247.192139
	Iteration 38Q: 3 clusters Score -2037359 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2037411.625000 Penalty: 3247.192139
	Iteration 39Q: 3 clusters Score -2037412 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2037446.875000 Penalty: 3247.192139
	Iteration 40F: 3 clusters Score -2037447 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2037489.625000 Penalty: 3247.192139
	Iteration 41Q: 3 clusters Score -2037490 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2037525.250000 Penalty: 3247.192139
	Iteration 42Q: 3 clusters Score -2037525 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2037582.000000 Penalty: 3247.192139
	Iteration 43Q: 3 clusters Score -2037582 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2037623.500000 Penalty: 3247.192139
	Iteration 44Q: 3 clusters Score -2037624 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2037677.750000 Penalty: 3247.192139
	Iteration 45Q: 3 clusters Score -2037678 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2037734.125000 Penalty: 3247.192139
	Iteration 46Q: 3 clusters Score -2037734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2037771.875000 Penalty: 3247.192139
	Iteration 47Q: 3 clusters Score -2037772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2037818.625000 Penalty: 3247.192139
	Iteration 48Q: 3 clusters Score -2037819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2037867.250000 Penalty: 3247.192139
	Iteration 49Q: 3 clusters Score -2037867 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2037909.875000 Penalty: 3247.192139
	Iteration 50Q: 3 clusters Score -2037910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2037955.125000 Penalty: 3247.192139
	Iteration 51Q: 3 clusters Score -2037955 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2037988.875000 Penalty: 3247.192139
	Iteration 52Q: 3 clusters Score -2037989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2038016.500000 Penalty: 3247.192139
	Iteration 53Q: 3 clusters Score -2038016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2038049.875000 Penalty: 3247.192139
	Iteration 54Q: 3 clusters Score -2038050 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2038075.000000 Penalty: 3247.192139
	Iteration 55Q: 3 clusters Score -2038075 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2038096.875000 Penalty: 3247.192139
	Iteration 56Q: 3 clusters Score -2038097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2038115.875000 Penalty: 3247.192139
	Iteration 57Q: 3 clusters Score -2038116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2038128.250000 Penalty: 3247.192139
	Iteration 58Q: 3 clusters Score -2038128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2038143.000000 Penalty: 3247.192139
	Iteration 59Q: 3 clusters Score -2038143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2038163.750000 Penalty: 3247.192139
	Iteration 60F: 3 clusters Score -2038164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2038180.125000 Penalty: 3247.192139
	Iteration 61Q: 3 clusters Score -2038180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2038198.875000 Penalty: 3247.192139
	Iteration 62Q: 3 clusters Score -2038199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2038218.500000 Penalty: 3247.192139
	Iteration 63Q: 3 clusters Score -2038218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2038240.875000 Penalty: 3247.192139
	Iteration 64Q: 3 clusters Score -2038241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2038249.250000 Penalty: 3247.192139
	Iteration 65Q: 3 clusters Score -2038249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2038260.500000 Penalty: 3247.192139
	Iteration 66Q: 3 clusters Score -2038260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2038271.625000 Penalty: 3247.192139
	Iteration 67Q: 3 clusters Score -2038272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2038276.625000 Penalty: 3247.192139
	Iteration 68Q: 3 clusters Score -2038277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2038290.250000 Penalty: 3247.192139
	Iteration 69Q: 3 clusters Score -2038290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2038300.500000 Penalty: 3247.192139
	Iteration 70Q: 3 clusters Score -2038300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2038303.750000 Penalty: 3247.192139
	Iteration 71Q: 3 clusters Score -2038304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2038315.250000 Penalty: 3247.192139
	Iteration 72Q: 3 clusters Score -2038315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2038323.875000 Penalty: 3247.192139
	Iteration 73Q: 3 clusters Score -2038324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2038328.000000 Penalty: 3247.192139
	Iteration 74Q: 3 clusters Score -2038328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2038331.375000 Penalty: 3247.192139
	Iteration 75Q: 3 clusters Score -2038331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2038345.000000 Penalty: 3247.192139
	Iteration 76Q: 3 clusters Score -2038345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2038344.375000 Penalty: 3247.192139
	Iteration 77Q: 3 clusters Score -2038344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2038350.375000 Penalty: 3247.192139
	Iteration 78Q: 3 clusters Score -2038350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2038355.125000 Penalty: 3247.192139
	Iteration 79Q: 3 clusters Score -2038355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2038358.500000 Penalty: 3247.192139
	Iteration 80F: 3 clusters Score -2038358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2038359.625000 Penalty: 3247.192139
	Iteration 81Q: 3 clusters Score -2038360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2038364.500000 Penalty: 3247.192139
	Iteration 82Q: 3 clusters Score -2038364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2038369.125000 Penalty: 3247.192139
	Iteration 83Q: 3 clusters Score -2038369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2038369.375000 Penalty: 3247.192139
	Iteration 84Q: 3 clusters Score -2038369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2038376.625000 Penalty: 3247.192139
	Iteration 85Q: 3 clusters Score -2038377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2038386.125000 Penalty: 3247.192139
	Iteration 86Q: 3 clusters Score -2038386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2038391.375000 Penalty: 3247.192139
	Iteration 87Q: 3 clusters Score -2038391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2038394.000000 Penalty: 3247.192139
	Iteration 88Q: 3 clusters Score -2038394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2038401.375000 Penalty: 3247.192139
	Iteration 89Q: 3 clusters Score -2038401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2038412.625000 Penalty: 3247.192139
	Iteration 90Q: 3 clusters Score -2038413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2038423.375000 Penalty: 3247.192139
	Iteration 91Q: 3 clusters Score -2038423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2038436.500000 Penalty: 3247.192139
	Iteration 92Q: 3 clusters Score -2038436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2038442.250000 Penalty: 3247.192139
	Iteration 93Q: 3 clusters Score -2038442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2038461.875000 Penalty: 3247.192139
	Iteration 94Q: 3 clusters Score -2038462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2038478.375000 Penalty: 3247.192139
	Iteration 95Q: 3 clusters Score -2038478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2038496.000000 Penalty: 3247.192139
	Iteration 96Q: 3 clusters Score -2038496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2038518.625000 Penalty: 3247.192139
	Iteration 97Q: 3 clusters Score -2038519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2038526.000000 Penalty: 3247.192139
	Iteration 98Q: 3 clusters Score -2038526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2038540.625000 Penalty: 3247.192139
	Iteration 99Q: 3 clusters Score -2038541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2038547.750000 Penalty: 3247.192139
	Iteration 100F: 3 clusters Score -2038548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2038555.750000 Penalty: 3247.192139
	Iteration 101Q: 3 clusters Score -2038556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2038559.625000 Penalty: 3247.192139
	Iteration 102Q: 3 clusters Score -2038560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2038565.000000 Penalty: 3247.192139
	Iteration 103Q: 3 clusters Score -2038565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2038567.375000 Penalty: 3247.192139
	Iteration 104Q: 3 clusters Score -2038567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2038569.250000 Penalty: 3247.192139
	Iteration 105Q: 3 clusters Score -2038569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2038573.875000 Penalty: 3247.192139
	Iteration 106Q: 3 clusters Score -2038574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2038576.375000 Penalty: 3247.192139
	Iteration 107Q: 3 clusters Score -2038576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2038579.500000 Penalty: 3247.192139
	Iteration 108Q: 3 clusters Score -2038580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2038581.875000 Penalty: 3247.192139
	Iteration 109Q: 3 clusters Score -2038582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2038584.875000 Penalty: 3247.192139
	Iteration 110Q: 3 clusters Score -2038585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2038588.625000 Penalty: 3247.192139
	Iteration 111Q: 3 clusters Score -2038589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2038592.625000 Penalty: 3247.192139
	Iteration 112Q: 3 clusters Score -2038593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2038592.875000 Penalty: 3247.192139
	Iteration 113Q: 3 clusters Score -2038593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2038591.000000 Penalty: 3247.192139
	Iteration 114Q: 3 clusters Score -2038591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2038593.250000 Penalty: 3247.192139
	Iteration 115Q: 3 clusters Score -2038593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2038593.250000 Penalty: 3247.192139
	Iteration 116F: 3 clusters Score -2038593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -129402.937500 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -129402.9 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 690 members 
Entering Unmasked Estep 
Score: -127715.328125 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -127715.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128106.351562 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -128106.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128214.390625 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -128214.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128268.789062 Penalty: 2366.450195
	Iteration 3F: 3 clusters Score -128268.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128295.843750 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -128295.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128318.617188 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -128318.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128341.679688 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -128341.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -128355.929688 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -128355.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -128372.835938 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -128372.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -128386.062500 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -128386.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -128392.492188 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -128392.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128395.546875 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -128395.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -128399.679688 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -128399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -128403.859375 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -128403.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -128408.179688 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -128408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128414.492188 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -128414.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -128417.867188 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -128417.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -128421.781250 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -128421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128424.156250 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -128424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128426.429688 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -128426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -128427.945312 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -128427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -128429.148438 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -128429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -128431.351562 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -128431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128432.476562 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -128432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -128432.734375 Penalty: 2366.450195
	Iteration 24Q: 3 clusters Score -128432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -128434.585938 Penalty: 2366.450195
	Iteration 25Q: 3 clusters Score -128434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -128436.429688 Penalty: 2366.450195
	Iteration 26Q: 3 clusters Score -128436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128438.773438 Penalty: 2366.450195
	Iteration 27Q: 3 clusters Score -128438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -128442.515625 Penalty: 2366.450195
	Iteration 28Q: 3 clusters Score -128442.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -128445.039062 Penalty: 2366.450195
	Iteration 29Q: 3 clusters Score -128445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -128445.859375 Penalty: 2366.450195
	Iteration 30Q: 3 clusters Score -128445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128447.210938 Penalty: 2366.450195
	Iteration 31Q: 3 clusters Score -128447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -128448.593750 Penalty: 2366.450195
	Iteration 32Q: 3 clusters Score -128448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -128449.773438 Penalty: 2366.450195
	Iteration 33Q: 3 clusters Score -128449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -128451.281250 Penalty: 2366.450195
	Iteration 34Q: 3 clusters Score -128451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128454.179688 Penalty: 2366.450195
	Iteration 35Q: 3 clusters Score -128454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -128458.843750 Penalty: 2366.450195
	Iteration 36Q: 3 clusters Score -128458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -128465.453125 Penalty: 2366.450195
	Iteration 37Q: 3 clusters Score -128465.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128472.523438 Penalty: 2366.450195
	Iteration 38Q: 3 clusters Score -128472.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128480.773438 Penalty: 2366.450195
	Iteration 39Q: 3 clusters Score -128480.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128487.820312 Penalty: 2366.450195
	Iteration 40F: 3 clusters Score -128487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128493.421875 Penalty: 2366.450195
	Iteration 41Q: 3 clusters Score -128493.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -128501.093750 Penalty: 2366.450195
	Iteration 42Q: 3 clusters Score -128501.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -128507.296875 Penalty: 2366.450195
	Iteration 43Q: 3 clusters Score -128507.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128511.601562 Penalty: 2366.450195
	Iteration 44Q: 3 clusters Score -128511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -128514.539062 Penalty: 2366.450195
	Iteration 45Q: 3 clusters Score -128514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -128516.562500 Penalty: 2366.450195
	Iteration 46Q: 3 clusters Score -128516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -128519.031250 Penalty: 2366.450195
	Iteration 47Q: 3 clusters Score -128519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -128520.437500 Penalty: 2366.450195
	Iteration 48Q: 3 clusters Score -128520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128522.578125 Penalty: 2366.450195
	Iteration 49Q: 3 clusters Score -128522.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128525.007812 Penalty: 2366.450195
	Iteration 50Q: 3 clusters Score -128525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128527.445312 Penalty: 2366.450195
	Iteration 51Q: 3 clusters Score -128527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128531.281250 Penalty: 2366.450195
	Iteration 52Q: 3 clusters Score -128531.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -128533.304688 Penalty: 2366.450195
	Iteration 53Q: 3 clusters Score -128533.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -128540.703125 Penalty: 2366.450195
	Iteration 54Q: 3 clusters Score -128540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128544.570312 Penalty: 2366.450195
	Iteration 55Q: 3 clusters Score -128544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128547.398438 Penalty: 2366.450195
	Iteration 56Q: 3 clusters Score -128547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -128551.546875 Penalty: 2366.450195
	Iteration 57Q: 3 clusters Score -128551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -128554.398438 Penalty: 2366.450195
	Iteration 58Q: 3 clusters Score -128554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128563.257812 Penalty: 2366.450195
	Iteration 59Q: 3 clusters Score -128563.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -128570.437500 Penalty: 2366.450195
	Iteration 60F: 3 clusters Score -128570.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -128580.281250 Penalty: 2366.450195
	Iteration 61Q: 3 clusters Score -128580.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -128593.062500 Penalty: 2366.450195
	Iteration 62Q: 3 clusters Score -128593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -128602.101562 Penalty: 2366.450195
	Iteration 63Q: 3 clusters Score -128602.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -128611.898438 Penalty: 2366.450195
	Iteration 64Q: 3 clusters Score -128611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128620.843750 Penalty: 2366.450195
	Iteration 65Q: 3 clusters Score -128620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -128632.625000 Penalty: 2366.450195
	Iteration 66Q: 3 clusters Score -128632.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -128644.023438 Penalty: 2366.450195
	Iteration 67Q: 3 clusters Score -128644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -128660.164062 Penalty: 2366.450195
	Iteration 68Q: 3 clusters Score -128660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -128672.687500 Penalty: 2366.450195
	Iteration 69Q: 3 clusters Score -128672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -128687.054688 Penalty: 2366.450195
	Iteration 70Q: 3 clusters Score -128687.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -128698.960938 Penalty: 2366.450195
	Iteration 71Q: 3 clusters Score -128699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -128704.859375 Penalty: 2366.450195
	Iteration 72Q: 3 clusters Score -128704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -128712.046875 Penalty: 2366.450195
	Iteration 73Q: 3 clusters Score -128712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -128720.406250 Penalty: 2366.450195
	Iteration 74Q: 3 clusters Score -128720.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -128728.476562 Penalty: 2366.450195
	Iteration 75Q: 3 clusters Score -128728.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -128739.015625 Penalty: 2366.450195
	Iteration 76Q: 3 clusters Score -128739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -128741.445312 Penalty: 2366.450195
	Iteration 77Q: 3 clusters Score -128741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -128742.531250 Penalty: 2366.450195
	Iteration 78Q: 3 clusters Score -128742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -128744.539062 Penalty: 2366.450195
	Iteration 79Q: 3 clusters Score -128744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -128747.179688 Penalty: 2366.450195
	Iteration 80F: 3 clusters Score -128747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -128749.289062 Penalty: 2366.450195
	Iteration 81Q: 3 clusters Score -128749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -128750.617188 Penalty: 2366.450195
	Iteration 82Q: 3 clusters Score -128750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -128751.648438 Penalty: 2366.450195
	Iteration 83Q: 3 clusters Score -128751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -128753.921875 Penalty: 2366.450195
	Iteration 84Q: 3 clusters Score -128753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -128756.460938 Penalty: 2366.450195
	Iteration 85Q: 3 clusters Score -128756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -128758.765625 Penalty: 2366.450195
	Iteration 86Q: 3 clusters Score -128758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -128762.507812 Penalty: 2366.450195
	Iteration 87Q: 3 clusters Score -128762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -128766.414062 Penalty: 2366.450195
	Iteration 88Q: 3 clusters Score -128766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -128770.500000 Penalty: 2366.450195
	Iteration 89Q: 3 clusters Score -128770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -128776.382812 Penalty: 2366.450195
	Iteration 90Q: 3 clusters Score -128776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -128783.343750 Penalty: 2366.450195
	Iteration 91Q: 3 clusters Score -128783.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -128799.562500 Penalty: 2366.450195
	Iteration 92Q: 3 clusters Score -128799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -128814.031250 Penalty: 2366.450195
	Iteration 93Q: 3 clusters Score -128814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -128825.867188 Penalty: 2366.450195
	Iteration 94Q: 3 clusters Score -128825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -128839.921875 Penalty: 2366.450195
	Iteration 95Q: 3 clusters Score -128839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -128848.242188 Penalty: 2366.450195
	Iteration 96Q: 3 clusters Score -128848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -128857.195312 Penalty: 2366.450195
	Iteration 97Q: 3 clusters Score -128857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -128867.945312 Penalty: 2366.450195
	Iteration 98Q: 3 clusters Score -128867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -128874.867188 Penalty: 2366.450195
	Iteration 99Q: 3 clusters Score -128874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -128879.859375 Penalty: 2366.450195
	Iteration 100F: 3 clusters Score -128879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -128880.421875 Penalty: 2366.450195
	Iteration 101Q: 3 clusters Score -128880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -128880.773438 Penalty: 2366.450195
	Iteration 102Q: 3 clusters Score -128880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -128881.687500 Penalty: 2366.450195
	Iteration 103Q: 3 clusters Score -128881.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -128881.687500 Penalty: 2366.450195
	Iteration 104F: 3 clusters Score -128881.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Entering Unmasked Estep 
Score: -3317597.500000 Penalty: 1694.618774
	Iteration 0F: 2 clusters Score -3317598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3297629.250000 Penalty: 3389.237549
	Iteration 0F: 3 clusters Score -3297629 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3306351.250000 Penalty: 3389.237549
	Iteration 1F: 3 clusters Score -3306351 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3306671.750000 Penalty: 3389.237549
	Iteration 2Q: 3 clusters Score -3306672 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3307010.750000 Penalty: 3389.237549
	Iteration 3Q: 3 clusters Score -3307011 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3307317.000000 Penalty: 3389.237549
	Iteration 4Q: 3 clusters Score -3307317 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3307641.250000 Penalty: 3389.237549
	Iteration 5Q: 3 clusters Score -3307641 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3308073.000000 Penalty: 3389.237549
	Iteration 6Q: 3 clusters Score -3308073 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3308712.000000 Penalty: 3389.237549
	Iteration 7Q: 3 clusters Score -3308712 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3309622.000000 Penalty: 3389.237549
	Iteration 8F: 3 clusters Score -3309622 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3310807.750000 Penalty: 3389.237549
	Iteration 9F: 3 clusters Score -3310808 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3312241.250000 Penalty: 3389.237549
	Iteration 10F: 3 clusters Score -3312241 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3313728.500000 Penalty: 3389.237549
	Iteration 11F: 3 clusters Score -3313728 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -3315098.000000 Penalty: 3389.237549
	Iteration 12F: 3 clusters Score -3315098 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -3315700.250000 Penalty: 3389.237549
	Iteration 13Q: 3 clusters Score -3315700 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3315952.000000 Penalty: 3389.237549
	Iteration 14Q: 3 clusters Score -3315952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3316047.000000 Penalty: 3389.237549
	Iteration 15Q: 3 clusters Score -3316047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -3316090.500000 Penalty: 3389.237549
	Iteration 16Q: 3 clusters Score -3316090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -3316112.750000 Penalty: 3389.237549
	Iteration 17Q: 3 clusters Score -3316113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -3316124.500000 Penalty: 3389.237549
	Iteration 18Q: 3 clusters Score -3316124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -3316136.500000 Penalty: 3389.237549
	Iteration 19Q: 3 clusters Score -3316136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -3316141.750000 Penalty: 3389.237549
	Iteration 20F: 3 clusters Score -3316142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -3316150.000000 Penalty: 3389.237549
	Iteration 21Q: 3 clusters Score -3316150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -3316161.250000 Penalty: 3389.237549
	Iteration 22Q: 3 clusters Score -3316161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -3316166.250000 Penalty: 3389.237549
	Iteration 23Q: 3 clusters Score -3316166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -3316166.250000 Penalty: 3389.237549
	Iteration 24F: 3 clusters Score -3316166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -302547.062500 Penalty: 1315.782349
	Iteration 0F: 2 clusters Score -302547.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -299625.937500 Penalty: 2631.564697
	Iteration 0F: 3 clusters Score -299625.9 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -300458.000000 Penalty: 2631.564697
	Iteration 1F: 3 clusters Score -300458 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -300690.593750 Penalty: 2631.564697
	Iteration 2F: 3 clusters Score -300690.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -300901.625000 Penalty: 2631.564697
	Iteration 3F: 3 clusters Score -300901.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -301056.468750 Penalty: 2631.564697
	Iteration 4F: 3 clusters Score -301056.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -301173.562500 Penalty: 2631.564697
	Iteration 5Q: 3 clusters Score -301173.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -301274.218750 Penalty: 2631.564697
	Iteration 6Q: 3 clusters Score -301274.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -301352.718750 Penalty: 2631.564697
	Iteration 7Q: 3 clusters Score -301352.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -301414.437500 Penalty: 2631.564697
	Iteration 8Q: 3 clusters Score -301414.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -301455.718750 Penalty: 2631.564697
	Iteration 9Q: 3 clusters Score -301455.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -301484.343750 Penalty: 2631.564697
	Iteration 10Q: 3 clusters Score -301484.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -301515.500000 Penalty: 2631.564697
	Iteration 11Q: 3 clusters Score -301515.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -301537.843750 Penalty: 2631.564697
	Iteration 12Q: 3 clusters Score -301537.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -301563.812500 Penalty: 2631.564697
	Iteration 13Q: 3 clusters Score -301563.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -301593.906250 Penalty: 2631.564697
	Iteration 14Q: 3 clusters Score -301593.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -301616.250000 Penalty: 2631.564697
	Iteration 15Q: 3 clusters Score -301616.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -301634.312500 Penalty: 2631.564697
	Iteration 16Q: 3 clusters Score -301634.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -301650.718750 Penalty: 2631.564697
	Iteration 17Q: 3 clusters Score -301650.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -301673.375000 Penalty: 2631.564697
	Iteration 18Q: 3 clusters Score -301673.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -301689.156250 Penalty: 2631.564697
	Iteration 19Q: 3 clusters Score -301689.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -301708.187500 Penalty: 2631.564697
	Iteration 20F: 3 clusters Score -301708.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -301737.562500 Penalty: 2631.564697
	Iteration 21Q: 3 clusters Score -301737.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -301758.531250 Penalty: 2631.564697
	Iteration 22Q: 3 clusters Score -301758.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -301777.843750 Penalty: 2631.564697
	Iteration 23Q: 3 clusters Score -301777.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -301792.187500 Penalty: 2631.564697
	Iteration 24Q: 3 clusters Score -301792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -301800.468750 Penalty: 2631.564697
	Iteration 25Q: 3 clusters Score -301800.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -301808.593750 Penalty: 2631.564697
	Iteration 26Q: 3 clusters Score -301808.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -301816.625000 Penalty: 2631.564697
	Iteration 27Q: 3 clusters Score -301816.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -301824.156250 Penalty: 2631.564697
	Iteration 28Q: 3 clusters Score -301824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -301829.718750 Penalty: 2631.564697
	Iteration 29Q: 3 clusters Score -301829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -301836.406250 Penalty: 2631.564697
	Iteration 30Q: 3 clusters Score -301836.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -301842.250000 Penalty: 2631.564697
	Iteration 31Q: 3 clusters Score -301842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -301846.281250 Penalty: 2631.564697
	Iteration 32Q: 3 clusters Score -301846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -301849.656250 Penalty: 2631.564697
	Iteration 33Q: 3 clusters Score -301849.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -301853.062500 Penalty: 2631.564697
	Iteration 34Q: 3 clusters Score -301853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -301854.218750 Penalty: 2631.564697
	Iteration 35Q: 3 clusters Score -301854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -301854.406250 Penalty: 2631.564697
	Iteration 36Q: 3 clusters Score -301854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -301854.406250 Penalty: 2631.564697
	Iteration 37F: 3 clusters Score -301854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -123050.789062 Penalty: 1175.201660
	Iteration 0F: 2 clusters Score -123050.8 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 714 members 
Entering Unmasked Estep 
Score: -121356.195312 Penalty: 2350.403320
	Iteration 0F: 3 clusters Score -121356.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121806.492188 Penalty: 2350.403320
	Iteration 1F: 3 clusters Score -121806.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -121983.101562 Penalty: 2350.403320
	Iteration 2F: 3 clusters Score -121983.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122127.773438 Penalty: 2350.403320
	Iteration 3F: 3 clusters Score -122127.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122272.851562 Penalty: 2350.403320
	Iteration 4F: 3 clusters Score -122272.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122399.992188 Penalty: 2350.403320
	Iteration 5F: 3 clusters Score -122400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -122496.742188 Penalty: 2350.403320
	Iteration 6F: 3 clusters Score -122496.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -122548.851562 Penalty: 2350.403320
	Iteration 7Q: 3 clusters Score -122548.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -122598.156250 Penalty: 2350.403320
	Iteration 8Q: 3 clusters Score -122598.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -122620.375000 Penalty: 2350.403320
	Iteration 9Q: 3 clusters Score -122620.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -122638.898438 Penalty: 2350.403320
	Iteration 10Q: 3 clusters Score -122638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -122647.421875 Penalty: 2350.403320
	Iteration 11Q: 3 clusters Score -122647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -122652.187500 Penalty: 2350.403320
	Iteration 12Q: 3 clusters Score -122652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -122654.156250 Penalty: 2350.403320
	Iteration 13Q: 3 clusters Score -122654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -122654.156250 Penalty: 2350.403320
	Iteration 14F: 3 clusters Score -122654.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -130642.031250 Penalty: 1180.745850
	Iteration 0F: 2 clusters Score -130642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -128904.914062 Penalty: 2361.491699
	Iteration 0F: 3 clusters Score -128904.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -129226.453125 Penalty: 2361.491699
	Iteration 1F: 3 clusters Score -129226.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129304.531250 Penalty: 2361.491699
	Iteration 2F: 3 clusters Score -129304.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -129363.304688 Penalty: 2361.491699
	Iteration 3Q: 3 clusters Score -129363.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129394.562500 Penalty: 2361.491699
	Iteration 4Q: 3 clusters Score -129394.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -129409.062500 Penalty: 2361.491699
	Iteration 5Q: 3 clusters Score -129409.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129413.320312 Penalty: 2361.491699
	Iteration 6Q: 3 clusters Score -129413.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -129419.390625 Penalty: 2361.491699
	Iteration 7Q: 3 clusters Score -129419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129425.507812 Penalty: 2361.491699
	Iteration 8Q: 3 clusters Score -129425.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129433.164062 Penalty: 2361.491699
	Iteration 9Q: 3 clusters Score -129433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129438.398438 Penalty: 2361.491699
	Iteration 10Q: 3 clusters Score -129438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129439.765625 Penalty: 2361.491699
	Iteration 11Q: 3 clusters Score -129439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -129442.578125 Penalty: 2361.491699
	Iteration 12Q: 3 clusters Score -129442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129443.562500 Penalty: 2361.491699
	Iteration 13Q: 3 clusters Score -129443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129444.218750 Penalty: 2361.491699
	Iteration 14Q: 3 clusters Score -129444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -129444.882812 Penalty: 2361.491699
	Iteration 15Q: 3 clusters Score -129444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -129445.132812 Penalty: 2361.491699
	Iteration 16Q: 3 clusters Score -129445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -129446.531250 Penalty: 2361.491699
	Iteration 17Q: 3 clusters Score -129446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129451.164062 Penalty: 2361.491699
	Iteration 18Q: 3 clusters Score -129451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -129454.625000 Penalty: 2361.491699
	Iteration 19Q: 3 clusters Score -129454.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129458.796875 Penalty: 2361.491699
	Iteration 20F: 3 clusters Score -129458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -129463.257812 Penalty: 2361.491699
	Iteration 21Q: 3 clusters Score -129463.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -129464.164062 Penalty: 2361.491699
	Iteration 22Q: 3 clusters Score -129464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129464.500000 Penalty: 2361.491699
	Iteration 23Q: 3 clusters Score -129464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129464.500000 Penalty: 2361.491699
	Iteration 24F: 3 clusters Score -129464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Entering Unmasked Estep 
Score: -3021578.500000 Penalty: 1678.412109
	Iteration 0F: 2 clusters Score -3021578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3002026.500000 Penalty: 3356.824219
	Iteration 0F: 3 clusters Score -3002026 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3009594.250000 Penalty: 3356.824219
	Iteration 1F: 3 clusters Score -3009594 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3009893.000000 Penalty: 3356.824219
	Iteration 2Q: 3 clusters Score -3009893 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3010223.000000 Penalty: 3356.824219
	Iteration 3Q: 3 clusters Score -3010223 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3010624.750000 Penalty: 3356.824219
	Iteration 4Q: 3 clusters Score -3010625 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3011116.000000 Penalty: 3356.824219
	Iteration 5Q: 3 clusters Score -3011116 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3011847.500000 Penalty: 3356.824219
	Iteration 6Q: 3 clusters Score -3011848 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3012868.250000 Penalty: 3356.824219
	Iteration 7F: 3 clusters Score -3012868 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3014335.500000 Penalty: 3356.824219
	Iteration 8F: 3 clusters Score -3014336 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3015991.250000 Penalty: 3356.824219
	Iteration 9F: 3 clusters Score -3015991 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3017691.500000 Penalty: 3356.824219
	Iteration 10F: 3 clusters Score -3017692 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3018774.750000 Penalty: 3356.824219
	Iteration 11Q: 3 clusters Score -3018775 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3019318.500000 Penalty: 3356.824219
	Iteration 12Q: 3 clusters Score -3019318 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3019604.000000 Penalty: 3356.824219
	Iteration 13Q: 3 clusters Score -3019604 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3019765.250000 Penalty: 3356.824219
	Iteration 14Q: 3 clusters Score -3019765 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3019864.000000 Penalty: 3356.824219
	Iteration 15Q: 3 clusters Score -3019864 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3019948.250000 Penalty: 3356.824219
	Iteration 16Q: 3 clusters Score -3019948 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3019995.750000 Penalty: 3356.824219
	Iteration 17Q: 3 clusters Score -3019996 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3020041.500000 Penalty: 3356.824219
	Iteration 18Q: 3 clusters Score -3020042 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3020085.000000 Penalty: 3356.824219
	Iteration 19Q: 3 clusters Score -3020085 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3020100.250000 Penalty: 3356.824219
	Iteration 20F: 3 clusters Score -3020100 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3020096.500000 Penalty: 3356.824219
	Iteration 21Q: 3 clusters Score -3020096 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3020125.750000 Penalty: 3356.824219
	Iteration 22Q: 3 clusters Score -3020126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3020141.000000 Penalty: 3356.824219
	Iteration 23Q: 3 clusters Score -3020141 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3020148.750000 Penalty: 3356.824219
	Iteration 24Q: 3 clusters Score -3020149 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3020157.000000 Penalty: 3356.824219
	Iteration 25Q: 3 clusters Score -3020157 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3020155.000000 Penalty: 3356.824219
	Iteration 26Q: 3 clusters Score -3020155 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3020155.250000 Penalty: 3356.824219
	Iteration 27Q: 3 clusters Score -3020155 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3020152.250000 Penalty: 3356.824219
	Iteration 28Q: 3 clusters Score -3020152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3020158.000000 Penalty: 3356.824219
	Iteration 29Q: 3 clusters Score -3020158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3020169.500000 Penalty: 3356.824219
	Iteration 30Q: 3 clusters Score -3020170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3020202.250000 Penalty: 3356.824219
	Iteration 31Q: 3 clusters Score -3020202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3020209.750000 Penalty: 3356.824219
	Iteration 32Q: 3 clusters Score -3020210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3020214.500000 Penalty: 3356.824219
	Iteration 33Q: 3 clusters Score -3020214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3020225.500000 Penalty: 3356.824219
	Iteration 34Q: 3 clusters Score -3020226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3020227.000000 Penalty: 3356.824219
	Iteration 35Q: 3 clusters Score -3020227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3020234.500000 Penalty: 3356.824219
	Iteration 36Q: 3 clusters Score -3020234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3020232.750000 Penalty: 3356.824219
	Iteration 37Q: 3 clusters Score -3020233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3020236.000000 Penalty: 3356.824219
	Iteration 38Q: 3 clusters Score -3020236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3020236.250000 Penalty: 3356.824219
	Iteration 39Q: 3 clusters Score -3020236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3020235.500000 Penalty: 3356.824219
	Iteration 40F: 3 clusters Score -3020236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3020241.500000 Penalty: 3356.824219
	Iteration 41Q: 3 clusters Score -3020242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3020244.500000 Penalty: 3356.824219
	Iteration 42Q: 3 clusters Score -3020244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3020245.500000 Penalty: 3356.824219
	Iteration 43Q: 3 clusters Score -3020246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3020244.750000 Penalty: 3356.824219
	Iteration 44Q: 3 clusters Score -3020245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3020252.000000 Penalty: 3356.824219
	Iteration 45Q: 3 clusters Score -3020252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3020245.750000 Penalty: 3356.824219
	Iteration 46Q: 3 clusters Score -3020246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3020244.750000 Penalty: 3356.824219
	Iteration 47Q: 3 clusters Score -3020245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3020244.000000 Penalty: 3356.824219
	Iteration 48Q: 3 clusters Score -3020244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3020245.250000 Penalty: 3356.824219
	Iteration 49Q: 3 clusters Score -3020245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3020247.750000 Penalty: 3356.824219
	Iteration 50Q: 3 clusters Score -3020248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3020247.750000 Penalty: 3356.824219
	Iteration 51F: 3 clusters Score -3020248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 38617 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 35114 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25174 members 
Mstep: Class 9 contains 24821 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40802 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26923 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12320 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 39407 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1838 members 
Mstep: Class 36 contains 30660 members 
Mstep: Class 37 contains 21837 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33807 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776492.000000 Penalty: 94421.257812
Iteration 159Q: 45 clusters Score -4.977649e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 5481 members 
Mstep: Class 5 contains 35113 members 
Mstep: Class 6 contains 40217 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25171 members 
Mstep: Class 9 contains 24902 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40824 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 26973 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6106 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6681 members 
Mstep: Class 24 contains 12320 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 39182 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 5009 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20545 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1841 members 
Mstep: Class 36 contains 30670 members 
Mstep: Class 37 contains 21849 members 
Mstep: Class 38 contains 1452 members 
Mstep: Class 39 contains 33769 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30631 members 
Mstep: Class 44 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777056.000000 Penalty: 94421.257812
Iteration 160F: 45 clusters Score -4.977706e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 12805 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 35112 members 
Mstep: Class 6 contains 40184 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25098 members 
Mstep: Class 9 contains 24919 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 19347 members 
Mstep: Class 12 contains 4860 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40841 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27015 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6085 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 6681 members 
Mstep: Class 24 contains 12311 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 39093 members 
Mstep: Class 27 contains 3565 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 5009 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20574 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1841 members 
Mstep: Class 36 contains 30661 members 
Mstep: Class 37 contains 21860 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33732 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30660 members 
Mstep: Class 44 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777452.000000 Penalty: 94421.257812
Iteration 161Q: 45 clusters Score -4.977745e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 12798 members 
Mstep: Class 3 contains 38530 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 35106 members 
Mstep: Class 6 contains 40154 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 25007 members 
Mstep: Class 9 contains 24935 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 11 contains 19310 members 
Mstep: Class 12 contains 4860 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 6131 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40849 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27069 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6082 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 6677 members 
Mstep: Class 24 contains 12306 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 39056 members 
Mstep: Class 27 contains 3566 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 5009 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20577 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1842 members 
Mstep: Class 36 contains 30650 members 
Mstep: Class 37 contains 21874 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33686 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30706 members 
Mstep: Class 44 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777500.000000 Penalty: 94421.257812
Iteration 162Q: 45 clusters Score -4.97775e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12794 members 
Mstep: Class 3 contains 38503 members 
Mstep: Class 4 contains 5502 members 
Mstep: Class 5 contains 35136 members 
Mstep: Class 6 contains 40118 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 24919 members 
Mstep: Class 9 contains 24951 members 
Mstep: Class 10 contains 5162 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 4860 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 6127 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40860 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27105 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 6091 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 12307 members 
Mstep: Class 25 contains 1307 members 
Mstep: Class 26 contains 39031 members 
Mstep: Class 27 contains 3565 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 20600 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 30641 members 
Mstep: Class 37 contains 21868 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33654 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30725 members 
Mstep: Class 44 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777588.000000 Penalty: 94421.257812
Iteration 163Q: 45 clusters Score -4.977759e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 12791 members 
Mstep: Class 3 contains 38471 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 35167 members 
Mstep: Class 6 contains 40107 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 24832 members 
Mstep: Class 9 contains 24952 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 19236 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 6120 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40858 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27139 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 12306 members 
Mstep: Class 25 contains 1306 members 
Mstep: Class 26 contains 39016 members 
Mstep: Class 27 contains 3567 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 5009 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20614 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1839 members 
Mstep: Class 36 contains 30638 members 
Mstep: Class 37 contains 21859 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33628 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30753 members 
Mstep: Class 44 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777748.000000 Penalty: 94421.257812
Iteration 164Q: 45 clusters Score -4.977775e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 12787 members 
Mstep: Class 3 contains 38440 members 
Mstep: Class 4 contains 5502 members 
Mstep: Class 5 contains 35183 members 
Mstep: Class 6 contains 40101 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 24759 members 
Mstep: Class 9 contains 24945 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 6113 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40853 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27174 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6689 members 
Mstep: Class 24 contains 12300 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 39003 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1859 members 
Mstep: Class 33 contains 20627 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 30629 members 
Mstep: Class 37 contains 21850 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33608 members 
Mstep: Class 40 contains 3283 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30784 members 
Mstep: Class 44 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777776.000000 Penalty: 94421.257812
Iteration 165Q: 45 clusters Score -4.977778e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12788 members 
Mstep: Class 3 contains 38414 members 
Mstep: Class 4 contains 5506 members 
Mstep: Class 5 contains 35200 members 
Mstep: Class 6 contains 40092 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 24707 members 
Mstep: Class 9 contains 24919 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 19179 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6104 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40859 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27197 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 6091 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6689 members 
Mstep: Class 24 contains 12303 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38970 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1860 members 
Mstep: Class 33 contains 20641 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 30628 members 
Mstep: Class 37 contains 21843 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 33590 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30809 members 
Mstep: Class 44 contains 3806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777704.000000 Penalty: 94421.257812
Iteration 166Q: 45 clusters Score -4.97777e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 12785 members 
Mstep: Class 3 contains 38391 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 6 contains 40085 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 24651 members 
Mstep: Class 9 contains 24896 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 19166 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 6097 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40851 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27229 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 6086 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 12304 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38971 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 5009 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1859 members 
Mstep: Class 33 contains 20643 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1830 members 
Mstep: Class 36 contains 30618 members 
Mstep: Class 37 contains 21840 members 
Mstep: Class 38 contains 1452 members 
Mstep: Class 39 contains 33570 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30840 members 
Mstep: Class 44 contains 3936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777836.000000 Penalty: 94421.257812
Iteration 167Q: 45 clusters Score -4.977784e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12784 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 35213 members 
Mstep: Class 6 contains 40081 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 24598 members 
Mstep: Class 9 contains 24878 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 19157 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 40848 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27253 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 12310 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38967 members 
Mstep: Class 27 contains 3570 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 5008 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1860 members 
Mstep: Class 33 contains 20647 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1830 members 
Mstep: Class 36 contains 30605 members 
Mstep: Class 37 contains 21847 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 33550 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30877 members 
Mstep: Class 44 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777900.000000 Penalty: 94421.257812
Iteration 168Q: 45 clusters Score -4.97779e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12780 members 
Mstep: Class 3 contains 38349 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 6 contains 40080 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 24540 members 
Mstep: Class 9 contains 24870 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 19151 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6084 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40855 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27273 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12315 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38965 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 5007 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1860 members 
Mstep: Class 33 contains 20635 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1829 members 
Mstep: Class 36 contains 30594 members 
Mstep: Class 37 contains 21852 members 
Mstep: Class 38 contains 1454 members 
Mstep: Class 39 contains 33537 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30913 members 
Mstep: Class 44 contains 4120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777864.000000 Penalty: 94421.257812
Iteration 169Q: 45 clusters Score -4.977786e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12778 members 
Mstep: Class 3 contains 38331 members 
Mstep: Class 4 contains 5528 members 
Mstep: Class 5 contains 35208 members 
Mstep: Class 6 contains 40083 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 24490 members 
Mstep: Class 9 contains 24862 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 19144 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40858 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27302 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 12323 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38961 members 
Mstep: Class 27 contains 3577 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 5005 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1858 members 
Mstep: Class 33 contains 20605 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1829 members 
Mstep: Class 36 contains 30581 members 
Mstep: Class 37 contains 21845 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 33528 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 30958 members 
Mstep: Class 44 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777936.000000 Penalty: 94421.257812
Iteration 170Q: 45 clusters Score -4.977794e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 38325 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 6 contains 40083 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24452 members 
Mstep: Class 9 contains 24847 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 19140 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40857 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27344 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6688 members 
Mstep: Class 24 contains 12332 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 38954 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 5004 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1859 members 
Mstep: Class 33 contains 20579 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1827 members 
Mstep: Class 36 contains 30574 members 
Mstep: Class 37 contains 21838 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 33506 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31001 members 
Mstep: Class 44 contains 4247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777992.000000 Penalty: 94421.257812
Iteration 171Q: 45 clusters Score -4.977799e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 38320 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 35207 members 
Mstep: Class 6 contains 40086 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24420 members 
Mstep: Class 9 contains 24835 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 19139 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27399 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6042 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12341 members 
Mstep: Class 25 contains 1299 members 
Mstep: Class 26 contains 38941 members 
Mstep: Class 27 contains 3581 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 5004 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1857 members 
Mstep: Class 33 contains 20556 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1826 members 
Mstep: Class 36 contains 30565 members 
Mstep: Class 37 contains 21829 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 33466 members 
Mstep: Class 40 contains 3283 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31043 members 
Mstep: Class 44 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778012.000000 Penalty: 94421.257812
Iteration 172Q: 45 clusters Score -4.977801e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12780 members 
Mstep: Class 3 contains 38316 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 35217 members 
Mstep: Class 6 contains 40089 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24392 members 
Mstep: Class 9 contains 24821 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 19135 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6688 members 
Mstep: Class 24 contains 12349 members 
Mstep: Class 25 contains 1297 members 
Mstep: Class 26 contains 38923 members 
Mstep: Class 27 contains 3584 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 5002 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20552 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1827 members 
Mstep: Class 36 contains 30560 members 
Mstep: Class 37 contains 21829 members 
Mstep: Class 38 contains 1458 members 
Mstep: Class 39 contains 33419 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31069 members 
Mstep: Class 44 contains 4329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778020.000000 Penalty: 94421.257812
Iteration 173Q: 45 clusters Score -4.977802e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 12778 members 
Mstep: Class 3 contains 38315 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 35226 members 
Mstep: Class 6 contains 40092 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24362 members 
Mstep: Class 9 contains 24804 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 19136 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27514 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 12360 members 
Mstep: Class 25 contains 1299 members 
Mstep: Class 26 contains 38921 members 
Mstep: Class 27 contains 3586 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20526 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1827 members 
Mstep: Class 36 contains 30554 members 
Mstep: Class 37 contains 21820 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 33365 members 
Mstep: Class 40 contains 3286 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31103 members 
Mstep: Class 44 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778016.000000 Penalty: 94421.257812
Iteration 174Q: 45 clusters Score -4.977802e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 38318 members 
Mstep: Class 4 contains 5535 members 
Mstep: Class 5 contains 35233 members 
Mstep: Class 6 contains 40095 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24324 members 
Mstep: Class 9 contains 24784 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 19128 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40870 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27584 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 12372 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 38929 members 
Mstep: Class 27 contains 3590 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4998 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20500 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1827 members 
Mstep: Class 36 contains 30550 members 
Mstep: Class 37 contains 21817 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 33310 members 
Mstep: Class 40 contains 3286 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31135 members 
Mstep: Class 44 contains 4404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777920.000000 Penalty: 94421.257812
Iteration 175Q: 45 clusters Score -4.977792e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 38326 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 35231 members 
Mstep: Class 6 contains 40091 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24294 members 
Mstep: Class 9 contains 24770 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 19121 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40869 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27666 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 12385 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 38922 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20499 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1827 members 
Mstep: Class 36 contains 30548 members 
Mstep: Class 37 contains 21807 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 33242 members 
Mstep: Class 40 contains 3286 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31161 members 
Mstep: Class 44 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777984.000000 Penalty: 94421.257812
Iteration 176Q: 45 clusters Score -4.977798e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 38329 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 35226 members 
Mstep: Class 6 contains 40089 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24264 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 19118 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40871 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27723 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 12402 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 38913 members 
Mstep: Class 27 contains 3596 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1824 members 
Mstep: Class 36 contains 30545 members 
Mstep: Class 37 contains 21814 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 33191 members 
Mstep: Class 40 contains 3286 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31167 members 
Mstep: Class 44 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778016.000000 Penalty: 94421.257812
Iteration 177Q: 45 clusters Score -4.977802e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 38331 members 
Mstep: Class 4 contains 5549 members 
Mstep: Class 5 contains 35236 members 
Mstep: Class 6 contains 40084 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24239 members 
Mstep: Class 9 contains 24749 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 19118 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27770 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 38913 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1857 members 
Mstep: Class 33 contains 20516 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30542 members 
Mstep: Class 37 contains 21811 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 33134 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31169 members 
Mstep: Class 44 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778040.000000 Penalty: 94421.257812
Iteration 178Q: 45 clusters Score -4.977804e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12778 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 5562 members 
Mstep: Class 5 contains 35235 members 
Mstep: Class 6 contains 40087 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 24734 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 19120 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27825 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 12421 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 38908 members 
Mstep: Class 27 contains 3601 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1857 members 
Mstep: Class 33 contains 20515 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30538 members 
Mstep: Class 37 contains 21814 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 33084 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31180 members 
Mstep: Class 44 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778028.000000 Penalty: 94421.257812
Iteration 179Q: 45 clusters Score -4.977803e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12777 members 
Mstep: Class 3 contains 38339 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 35231 members 
Mstep: Class 6 contains 40084 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24163 members 
Mstep: Class 9 contains 24730 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 19121 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27877 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 12426 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 38904 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1857 members 
Mstep: Class 33 contains 20524 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1820 members 
Mstep: Class 36 contains 30536 members 
Mstep: Class 37 contains 21812 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 33048 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31194 members 
Mstep: Class 44 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778056.000000 Penalty: 94421.257812
Iteration 180F: 45 clusters Score -4.977806e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38332 members 
Mstep: Class 4 contains 5574 members 
Mstep: Class 5 contains 35236 members 
Mstep: Class 6 contains 40083 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24135 members 
Mstep: Class 9 contains 24720 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 19118 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40859 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27932 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6679 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38898 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4998 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20527 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30538 members 
Mstep: Class 37 contains 21813 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 33004 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31206 members 
Mstep: Class 44 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778060.000000 Penalty: 94421.257812
Iteration 181Q: 45 clusters Score -4.977806e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38327 members 
Mstep: Class 4 contains 5577 members 
Mstep: Class 5 contains 35232 members 
Mstep: Class 6 contains 40085 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 19112 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40857 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 27987 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 38887 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4998 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20535 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30537 members 
Mstep: Class 37 contains 21815 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 32958 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31216 members 
Mstep: Class 44 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778148.000000 Penalty: 94421.257812
Iteration 182Q: 45 clusters Score -4.977815e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38331 members 
Mstep: Class 4 contains 5575 members 
Mstep: Class 5 contains 35233 members 
Mstep: Class 6 contains 40086 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24090 members 
Mstep: Class 9 contains 24691 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 19106 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40858 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28030 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 38877 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4998 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 20553 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1817 members 
Mstep: Class 36 contains 30537 members 
Mstep: Class 37 contains 21817 members 
Mstep: Class 38 contains 1456 members 
Mstep: Class 39 contains 32920 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31223 members 
Mstep: Class 44 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778116.000000 Penalty: 94421.257812
Iteration 183Q: 45 clusters Score -4.977812e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38334 members 
Mstep: Class 4 contains 5571 members 
Mstep: Class 5 contains 35235 members 
Mstep: Class 6 contains 40083 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24061 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 19103 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40859 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6682 members 
Mstep: Class 24 contains 12432 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 38868 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4998 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1852 members 
Mstep: Class 33 contains 20568 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30536 members 
Mstep: Class 37 contains 21820 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 32886 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31243 members 
Mstep: Class 44 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778052.000000 Penalty: 94421.257812
Iteration 184Q: 45 clusters Score -4.977805e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 5564 members 
Mstep: Class 5 contains 35240 members 
Mstep: Class 6 contains 40080 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 19101 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40854 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28096 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6034 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 12436 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38870 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4997 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1851 members 
Mstep: Class 33 contains 20569 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1817 members 
Mstep: Class 36 contains 30535 members 
Mstep: Class 37 contains 21816 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 32866 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31256 members 
Mstep: Class 44 contains 4688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778076.000000 Penalty: 94421.257812
Iteration 185Q: 45 clusters Score -4.977808e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38338 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 35247 members 
Mstep: Class 6 contains 40077 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24028 members 
Mstep: Class 9 contains 24657 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 19100 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40851 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28112 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 12444 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38870 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4995 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1852 members 
Mstep: Class 33 contains 20567 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1816 members 
Mstep: Class 36 contains 30534 members 
Mstep: Class 37 contains 21828 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 32841 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31265 members 
Mstep: Class 44 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778012.000000 Penalty: 94421.257812
Iteration 186Q: 45 clusters Score -4.977801e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38334 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35242 members 
Mstep: Class 6 contains 40072 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24008 members 
Mstep: Class 9 contains 24651 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 19099 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40850 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 12448 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 38872 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1852 members 
Mstep: Class 33 contains 20562 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1815 members 
Mstep: Class 36 contains 30534 members 
Mstep: Class 37 contains 21835 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 32826 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31279 members 
Mstep: Class 44 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778108.000000 Penalty: 94421.257812
Iteration 187Q: 45 clusters Score -4.977811e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38339 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 5 contains 35243 members 
Mstep: Class 6 contains 40072 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23997 members 
Mstep: Class 9 contains 24643 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 19094 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40851 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28153 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 12450 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 38875 members 
Mstep: Class 27 contains 3607 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20557 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1815 members 
Mstep: Class 36 contains 30533 members 
Mstep: Class 37 contains 21840 members 
Mstep: Class 38 contains 1458 members 
Mstep: Class 39 contains 32789 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31289 members 
Mstep: Class 44 contains 4748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778044.000000 Penalty: 94421.257812
Iteration 188Q: 45 clusters Score -4.977804e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12774 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 5561 members 
Mstep: Class 5 contains 35240 members 
Mstep: Class 6 contains 40073 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23986 members 
Mstep: Class 9 contains 24638 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 19094 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40852 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28199 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 6060 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 12456 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38866 members 
Mstep: Class 27 contains 3606 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20540 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1815 members 
Mstep: Class 36 contains 30535 members 
Mstep: Class 37 contains 21842 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 32745 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31310 members 
Mstep: Class 44 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778236.000000 Penalty: 94421.257812
Iteration 189Q: 45 clusters Score -4.977824e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12774 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35247 members 
Mstep: Class 6 contains 40072 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23967 members 
Mstep: Class 9 contains 24627 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40849 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 6060 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38871 members 
Mstep: Class 27 contains 3607 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20539 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30535 members 
Mstep: Class 37 contains 21839 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 32714 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31320 members 
Mstep: Class 44 contains 4786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778184.000000 Penalty: 94421.257812
Iteration 190Q: 45 clusters Score -4.977818e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 12774 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 35254 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23955 members 
Mstep: Class 9 contains 24624 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40846 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28272 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6040 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 12459 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38867 members 
Mstep: Class 27 contains 3608 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20544 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30532 members 
Mstep: Class 37 contains 21838 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 32682 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31325 members 
Mstep: Class 44 contains 4794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778128.000000 Penalty: 94421.257812
Iteration 191Q: 45 clusters Score -4.977813e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 12776 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35263 members 
Mstep: Class 6 contains 40070 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23935 members 
Mstep: Class 9 contains 24622 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40838 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28305 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6044 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 12458 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38864 members 
Mstep: Class 27 contains 3609 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20551 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30531 members 
Mstep: Class 37 contains 21841 members 
Mstep: Class 38 contains 1456 members 
Mstep: Class 39 contains 32637 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31339 members 
Mstep: Class 44 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778136.000000 Penalty: 94421.257812
Iteration 192Q: 45 clusters Score -4.977814e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35272 members 
Mstep: Class 6 contains 40063 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23920 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 19093 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40837 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28355 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6682 members 
Mstep: Class 24 contains 12459 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38860 members 
Mstep: Class 27 contains 3609 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20561 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30531 members 
Mstep: Class 37 contains 21841 members 
Mstep: Class 38 contains 1456 members 
Mstep: Class 39 contains 32587 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31340 members 
Mstep: Class 44 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778192.000000 Penalty: 94421.257812
Iteration 193Q: 45 clusters Score -4.977819e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12776 members 
Mstep: Class 3 contains 38339 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 5 contains 35275 members 
Mstep: Class 6 contains 40056 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23913 members 
Mstep: Class 9 contains 24626 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 19090 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40837 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28398 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6046 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 12459 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 38862 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 1856 members 
Mstep: Class 33 contains 20560 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30531 members 
Mstep: Class 37 contains 21854 members 
Mstep: Class 38 contains 1456 members 
Mstep: Class 39 contains 32537 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31336 members 
Mstep: Class 44 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778152.000000 Penalty: 94421.257812
Iteration 194Q: 45 clusters Score -4.977815e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12776 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35284 members 
Mstep: Class 6 contains 40054 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23900 members 
Mstep: Class 9 contains 24626 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 19089 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28445 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6046 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 38864 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1855 members 
Mstep: Class 33 contains 20567 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30528 members 
Mstep: Class 37 contains 21856 members 
Mstep: Class 38 contains 1456 members 
Mstep: Class 39 contains 32485 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31334 members 
Mstep: Class 44 contains 4820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778076.000000 Penalty: 94421.257812
Iteration 195Q: 45 clusters Score -4.977808e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12776 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35291 members 
Mstep: Class 6 contains 40056 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23878 members 
Mstep: Class 9 contains 24627 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 19089 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40840 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28504 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6679 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 38866 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20573 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30527 members 
Mstep: Class 37 contains 21856 members 
Mstep: Class 38 contains 1456 members 
Mstep: Class 39 contains 32432 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31329 members 
Mstep: Class 44 contains 4825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778040.000000 Penalty: 94421.257812
Iteration 196Q: 45 clusters Score -4.977804e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38344 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35298 members 
Mstep: Class 6 contains 40062 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23856 members 
Mstep: Class 9 contains 24625 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 19089 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28571 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6046 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6677 members 
Mstep: Class 24 contains 12456 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 38864 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20574 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30526 members 
Mstep: Class 37 contains 21858 members 
Mstep: Class 38 contains 1456 members 
Mstep: Class 39 contains 32378 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31325 members 
Mstep: Class 44 contains 4828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778084.000000 Penalty: 94421.257812
Iteration 197Q: 45 clusters Score -4.977808e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 38344 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 35302 members 
Mstep: Class 6 contains 40065 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23846 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 19087 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28632 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6051 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6676 members 
Mstep: Class 24 contains 12455 members 
Mstep: Class 25 contains 1306 members 
Mstep: Class 26 contains 38868 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20578 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30525 members 
Mstep: Class 37 contains 21859 members 
Mstep: Class 38 contains 1456 members 
Mstep: Class 39 contains 32315 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31325 members 
Mstep: Class 44 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778088.000000 Penalty: 94421.257812
Iteration 198Q: 45 clusters Score -4.977809e+07 nChanged 243
Entering ConstructFrom: 
Score: -49778088.000000 Penalty: 94421.257812
Entering ConstructFrom: 
Trying to split cluster 1 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -368184.843750 Penalty: 1344.541626
	Iteration 0F: 2 clusters Score -368184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -364823.156250 Penalty: 2689.083252
	Iteration 0F: 3 clusters Score -364823.2 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -365710.718750 Penalty: 2689.083252
	Iteration 1F: 3 clusters Score -365710.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -365939.093750 Penalty: 2689.083252
	Iteration 2F: 3 clusters Score -365939.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -366072.093750 Penalty: 2689.083252
	Iteration 3F: 3 clusters Score -366072.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -366165.562500 Penalty: 2689.083252
	Iteration 4Q: 3 clusters Score -366165.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -366235.875000 Penalty: 2689.083252
	Iteration 5Q: 3 clusters Score -366235.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -366293.687500 Penalty: 2689.083252
	Iteration 6Q: 3 clusters Score -366293.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -366349.468750 Penalty: 2689.083252
	Iteration 7Q: 3 clusters Score -366349.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -366407.812500 Penalty: 2689.083252
	Iteration 8Q: 3 clusters Score -366407.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -366467.875000 Penalty: 2689.083252
	Iteration 9Q: 3 clusters Score -366467.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -366531.375000 Penalty: 2689.083252
	Iteration 10Q: 3 clusters Score -366531.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -366597.843750 Penalty: 2689.083252
	Iteration 11Q: 3 clusters Score -366597.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -366658.375000 Penalty: 2689.083252
	Iteration 12Q: 3 clusters Score -366658.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -366707.875000 Penalty: 2689.083252
	Iteration 13Q: 3 clusters Score -366707.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -366751.375000 Penalty: 2689.083252
	Iteration 14Q: 3 clusters Score -366751.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -366796.875000 Penalty: 2689.083252
	Iteration 15Q: 3 clusters Score -366796.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -366845.843750 Penalty: 2689.083252
	Iteration 16Q: 3 clusters Score -366845.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -366893.562500 Penalty: 2689.083252
	Iteration 17Q: 3 clusters Score -366893.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -366941.500000 Penalty: 2689.083252
	Iteration 18Q: 3 clusters Score -366941.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -366983.375000 Penalty: 2689.083252
	Iteration 19Q: 3 clusters Score -366983.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -367023.187500 Penalty: 2689.083252
	Iteration 20F: 3 clusters Score -367023.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -367049.156250 Penalty: 2689.083252
	Iteration 21Q: 3 clusters Score -367049.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -367067.750000 Penalty: 2689.083252
	Iteration 22Q: 3 clusters Score -367067.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -367082.500000 Penalty: 2689.083252
	Iteration 23Q: 3 clusters Score -367082.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -367095.375000 Penalty: 2689.083252
	Iteration 24Q: 3 clusters Score -367095.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -367103.812500 Penalty: 2689.083252
	Iteration 25Q: 3 clusters Score -367103.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -367111.687500 Penalty: 2689.083252
	Iteration 26Q: 3 clusters Score -367111.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -367114.968750 Penalty: 2689.083252
	Iteration 27Q: 3 clusters Score -367115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -367117.968750 Penalty: 2689.083252
	Iteration 28Q: 3 clusters Score -367118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -367118.375000 Penalty: 2689.083252
	Iteration 29Q: 3 clusters Score -367118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -367119.187500 Penalty: 2689.083252
	Iteration 30Q: 3 clusters Score -367119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -367119.187500 Penalty: 2689.083252
	Iteration 31Q: 3 clusters Score -367119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -367119.937500 Penalty: 2689.083252
	Iteration 32Q: 3 clusters Score -367119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -367119.312500 Penalty: 2689.083252
	Iteration 33Q: 3 clusters Score -367119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -367119.593750 Penalty: 2689.083252
	Iteration 34Q: 3 clusters Score -367119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -367119.812500 Penalty: 2689.083252
	Iteration 35Q: 3 clusters Score -367119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -367120.218750 Penalty: 2689.083252
	Iteration 36Q: 3 clusters Score -367120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -367121.062500 Penalty: 2689.083252
	Iteration 37Q: 3 clusters Score -367121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -367120.968750 Penalty: 2689.083252
	Iteration 38Q: 3 clusters Score -367121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -367121.812500 Penalty: 2689.083252
	Iteration 39Q: 3 clusters Score -367121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -367122.437500 Penalty: 2689.083252
	Iteration 40F: 3 clusters Score -367122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -367122.718750 Penalty: 2689.083252
	Iteration 41Q: 3 clusters Score -367122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -367123.250000 Penalty: 2689.083252
	Iteration 42Q: 3 clusters Score -367123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -367123.250000 Penalty: 2689.083252
	Iteration 43F: 3 clusters Score -367123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Entering Unmasked Estep 
Score: -1198082.625000 Penalty: 1536.451904
	Iteration 0F: 2 clusters Score -1198083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1189119.000000 Penalty: 3072.903809
	Iteration 0F: 3 clusters Score -1189119 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1192290.250000 Penalty: 3072.903809
	Iteration 1F: 3 clusters Score -1192290 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1192594.500000 Penalty: 3072.903809
	Iteration 2F: 3 clusters Score -1192594 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1192820.000000 Penalty: 3072.903809
	Iteration 3Q: 3 clusters Score -1192820 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1193074.375000 Penalty: 3072.903809
	Iteration 4Q: 3 clusters Score -1193074 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1193378.875000 Penalty: 3072.903809
	Iteration 5Q: 3 clusters Score -1193379 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1193762.875000 Penalty: 3072.903809
	Iteration 6Q: 3 clusters Score -1193763 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1194191.250000 Penalty: 3072.903809
	Iteration 7Q: 3 clusters Score -1194191 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1194652.000000 Penalty: 3072.903809
	Iteration 8Q: 3 clusters Score -1194652 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1195222.375000 Penalty: 3072.903809
	Iteration 9Q: 3 clusters Score -1195222 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1195949.500000 Penalty: 3072.903809
	Iteration 10Q: 3 clusters Score -1195950 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1196780.375000 Penalty: 3072.903809
	Iteration 11F: 3 clusters Score -1196780 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1197558.000000 Penalty: 3072.903809
	Iteration 12F: 3 clusters Score -1197558 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1198053.625000 Penalty: 3072.903809
	Iteration 13F: 3 clusters Score -1198054 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1198306.125000 Penalty: 3072.903809
	Iteration 14Q: 3 clusters Score -1198306 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1198441.875000 Penalty: 3072.903809
	Iteration 15Q: 3 clusters Score -1198442 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1198516.625000 Penalty: 3072.903809
	Iteration 16Q: 3 clusters Score -1198517 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1198564.750000 Penalty: 3072.903809
	Iteration 17Q: 3 clusters Score -1198565 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1198614.125000 Penalty: 3072.903809
	Iteration 18Q: 3 clusters Score -1198614 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1198672.125000 Penalty: 3072.903809
	Iteration 19Q: 3 clusters Score -1198672 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1198728.250000 Penalty: 3072.903809
	Iteration 20F: 3 clusters Score -1198728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1198773.500000 Penalty: 3072.903809
	Iteration 21Q: 3 clusters Score -1198774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1198803.250000 Penalty: 3072.903809
	Iteration 22Q: 3 clusters Score -1198803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1198824.375000 Penalty: 3072.903809
	Iteration 23Q: 3 clusters Score -1198824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1198842.250000 Penalty: 3072.903809
	Iteration 24Q: 3 clusters Score -1198842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1198861.750000 Penalty: 3072.903809
	Iteration 25Q: 3 clusters Score -1198862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1198870.125000 Penalty: 3072.903809
	Iteration 26Q: 3 clusters Score -1198870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1198875.625000 Penalty: 3072.903809
	Iteration 27Q: 3 clusters Score -1198876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1198884.875000 Penalty: 3072.903809
	Iteration 28Q: 3 clusters Score -1198885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1198889.000000 Penalty: 3072.903809
	Iteration 29Q: 3 clusters Score -1198889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1198891.375000 Penalty: 3072.903809
	Iteration 30Q: 3 clusters Score -1198891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1198890.750000 Penalty: 3072.903809
	Iteration 31Q: 3 clusters Score -1198891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1198890.250000 Penalty: 3072.903809
	Iteration 32Q: 3 clusters Score -1198890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1198891.375000 Penalty: 3072.903809
	Iteration 33Q: 3 clusters Score -1198891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1198892.625000 Penalty: 3072.903809
	Iteration 34Q: 3 clusters Score -1198893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1198896.375000 Penalty: 3072.903809
	Iteration 35Q: 3 clusters Score -1198896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1198899.250000 Penalty: 3072.903809
	Iteration 36Q: 3 clusters Score -1198899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1198899.875000 Penalty: 3072.903809
	Iteration 37Q: 3 clusters Score -1198900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1198897.375000 Penalty: 3072.903809
	Iteration 38Q: 3 clusters Score -1198897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1198899.625000 Penalty: 3072.903809
	Iteration 39Q: 3 clusters Score -1198900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1198898.625000 Penalty: 3072.903809
	Iteration 40F: 3 clusters Score -1198899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1198900.000000 Penalty: 3072.903809
	Iteration 41Q: 3 clusters Score -1198900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1198900.375000 Penalty: 3072.903809
	Iteration 42Q: 3 clusters Score -1198900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1198900.000000 Penalty: 3072.903809
	Iteration 43Q: 3 clusters Score -1198900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1198901.625000 Penalty: 3072.903809
	Iteration 44Q: 3 clusters Score -1198902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1198901.000000 Penalty: 3072.903809
	Iteration 45Q: 3 clusters Score -1198901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1198900.375000 Penalty: 3072.903809
	Iteration 46Q: 3 clusters Score -1198900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1198901.625000 Penalty: 3072.903809
	Iteration 47Q: 3 clusters Score -1198902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1198902.125000 Penalty: 3072.903809
	Iteration 48Q: 3 clusters Score -1198902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1198906.125000 Penalty: 3072.903809
	Iteration 49Q: 3 clusters Score -1198906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1198903.625000 Penalty: 3072.903809
	Iteration 50Q: 3 clusters Score -1198904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1198904.500000 Penalty: 3072.903809
	Iteration 51Q: 3 clusters Score -1198904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1198903.625000 Penalty: 3072.903809
	Iteration 52Q: 3 clusters Score -1198904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1198902.125000 Penalty: 3072.903809
	Iteration 53Q: 3 clusters Score -1198902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1198901.250000 Penalty: 3072.903809
	Iteration 54Q: 3 clusters Score -1198901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1198903.000000 Penalty: 3072.903809
	Iteration 55Q: 3 clusters Score -1198903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1198902.750000 Penalty: 3072.903809
	Iteration 56Q: 3 clusters Score -1198903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1198902.750000 Penalty: 3072.903809
	Iteration 57F: 3 clusters Score -1198903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35311 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28686 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38869 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30523 members 
Mstep: Class 37 contains 21865 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 32245 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31320 members 
Mstep: Class 44 contains 4837 members 
Mstep: Class 45 contains 7572 members 
Entering Unmasked Estep 
Score: -49778276.000000 Penalty: 96567.195312
Splitting cluster 2 changes total score from -49778088.000000 to -49778276.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 3 (38345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Entering Unmasked Estep 
Score: -3671159.750000 Penalty: 1715.086670
	Iteration 0F: 2 clusters Score -3671160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3646193.250000 Penalty: 3430.173340
	Iteration 0F: 3 clusters Score -3646193 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3656295.250000 Penalty: 3430.173340
	Iteration 1F: 3 clusters Score -3656295 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3656979.250000 Penalty: 3430.173340
	Iteration 2Q: 3 clusters Score -3656979 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3657710.750000 Penalty: 3430.173340
	Iteration 3Q: 3 clusters Score -3657711 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -3658527.250000 Penalty: 3430.173340
	Iteration 4Q: 3 clusters Score -3658527 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3659534.500000 Penalty: 3430.173340
	Iteration 5F: 3 clusters Score -3659534 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3660768.000000 Penalty: 3430.173340
	Iteration 6F: 3 clusters Score -3660768 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3662077.000000 Penalty: 3430.173340
	Iteration 7F: 3 clusters Score -3662077 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3663285.750000 Penalty: 3430.173340
	Iteration 8F: 3 clusters Score -3663286 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3664129.000000 Penalty: 3430.173340
	Iteration 9Q: 3 clusters Score -3664129 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3664649.750000 Penalty: 3430.173340
	Iteration 10Q: 3 clusters Score -3664650 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3664907.000000 Penalty: 3430.173340
	Iteration 11Q: 3 clusters Score -3664907 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3665064.750000 Penalty: 3430.173340
	Iteration 12Q: 3 clusters Score -3665065 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3665208.000000 Penalty: 3430.173340
	Iteration 13Q: 3 clusters Score -3665208 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3665285.250000 Penalty: 3430.173340
	Iteration 14Q: 3 clusters Score -3665285 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3665389.500000 Penalty: 3430.173340
	Iteration 15Q: 3 clusters Score -3665390 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3665498.750000 Penalty: 3430.173340
	Iteration 16Q: 3 clusters Score -3665499 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3665585.250000 Penalty: 3430.173340
	Iteration 17Q: 3 clusters Score -3665585 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3665693.000000 Penalty: 3430.173340
	Iteration 18Q: 3 clusters Score -3665693 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3665813.250000 Penalty: 3430.173340
	Iteration 19Q: 3 clusters Score -3665813 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3665939.000000 Penalty: 3430.173340
	Iteration 20F: 3 clusters Score -3665939 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3666066.750000 Penalty: 3430.173340
	Iteration 21Q: 3 clusters Score -3666067 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3666235.250000 Penalty: 3430.173340
	Iteration 22Q: 3 clusters Score -3666235 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3666484.250000 Penalty: 3430.173340
	Iteration 23Q: 3 clusters Score -3666484 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3666722.750000 Penalty: 3430.173340
	Iteration 24Q: 3 clusters Score -3666723 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3666938.750000 Penalty: 3430.173340
	Iteration 25Q: 3 clusters Score -3666939 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3667159.750000 Penalty: 3430.173340
	Iteration 26Q: 3 clusters Score -3667160 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -3667425.500000 Penalty: 3430.173340
	Iteration 27Q: 3 clusters Score -3667426 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -3667677.750000 Penalty: 3430.173340
	Iteration 28Q: 3 clusters Score -3667678 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -3667906.500000 Penalty: 3430.173340
	Iteration 29Q: 3 clusters Score -3667906 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -3668124.750000 Penalty: 3430.173340
	Iteration 30Q: 3 clusters Score -3668125 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3668348.500000 Penalty: 3430.173340
	Iteration 31Q: 3 clusters Score -3668348 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -3668606.500000 Penalty: 3430.173340
	Iteration 32Q: 3 clusters Score -3668606 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -3668894.500000 Penalty: 3430.173340
	Iteration 33Q: 3 clusters Score -3668894 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -3669149.500000 Penalty: 3430.173340
	Iteration 34Q: 3 clusters Score -3669150 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -3669358.500000 Penalty: 3430.173340
	Iteration 35Q: 3 clusters Score -3669358 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -3669534.500000 Penalty: 3430.173340
	Iteration 36Q: 3 clusters Score -3669534 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -3669662.500000 Penalty: 3430.173340
	Iteration 37Q: 3 clusters Score -3669662 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -3669757.000000 Penalty: 3430.173340
	Iteration 38Q: 3 clusters Score -3669757 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -3669844.000000 Penalty: 3430.173340
	Iteration 39Q: 3 clusters Score -3669844 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -3669916.500000 Penalty: 3430.173340
	Iteration 40F: 3 clusters Score -3669916 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3669990.000000 Penalty: 3430.173340
	Iteration 41Q: 3 clusters Score -3669990 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -3670029.750000 Penalty: 3430.173340
	Iteration 42Q: 3 clusters Score -3670030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -3670060.500000 Penalty: 3430.173340
	Iteration 43Q: 3 clusters Score -3670060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -3670087.500000 Penalty: 3430.173340
	Iteration 44Q: 3 clusters Score -3670088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -3670110.750000 Penalty: 3430.173340
	Iteration 45Q: 3 clusters Score -3670111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -3670128.250000 Penalty: 3430.173340
	Iteration 46Q: 3 clusters Score -3670128 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -3670134.500000 Penalty: 3430.173340
	Iteration 47Q: 3 clusters Score -3670134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3670127.250000 Penalty: 3430.173340
	Iteration 48Q: 3 clusters Score -3670127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -3670129.750000 Penalty: 3430.173340
	Iteration 49Q: 3 clusters Score -3670130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -3670127.500000 Penalty: 3430.173340
	Iteration 50Q: 3 clusters Score -3670128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -3670119.750000 Penalty: 3430.173340
	Iteration 51Q: 3 clusters Score -3670120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -3670125.500000 Penalty: 3430.173340
	Iteration 52Q: 3 clusters Score -3670126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3670128.750000 Penalty: 3430.173340
	Iteration 53Q: 3 clusters Score -3670129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -3670127.250000 Penalty: 3430.173340
	Iteration 54Q: 3 clusters Score -3670127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -3670120.250000 Penalty: 3430.173340
	Iteration 55Q: 3 clusters Score -3670120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -3670128.000000 Penalty: 3430.173340
	Iteration 56Q: 3 clusters Score -3670128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -3670132.500000 Penalty: 3430.173340
	Iteration 57Q: 3 clusters Score -3670132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3670130.000000 Penalty: 3430.173340
	Iteration 58Q: 3 clusters Score -3670130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -3670128.750000 Penalty: 3430.173340
	Iteration 59Q: 3 clusters Score -3670129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3670130.000000 Penalty: 3430.173340
	Iteration 60F: 3 clusters Score -3670130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3670133.750000 Penalty: 3430.173340
	Iteration 61Q: 3 clusters Score -3670134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -3670131.000000 Penalty: 3430.173340
	Iteration 62Q: 3 clusters Score -3670131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -3670132.250000 Penalty: 3430.173340
	Iteration 63Q: 3 clusters Score -3670132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -3670129.250000 Penalty: 3430.173340
	Iteration 64Q: 3 clusters Score -3670129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -3670125.250000 Penalty: 3430.173340
	Iteration 65Q: 3 clusters Score -3670125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -3670124.500000 Penalty: 3430.173340
	Iteration 66Q: 3 clusters Score -3670124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -3670128.000000 Penalty: 3430.173340
	Iteration 67Q: 3 clusters Score -3670128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -3670129.500000 Penalty: 3430.173340
	Iteration 68Q: 3 clusters Score -3670130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -3670130.500000 Penalty: 3430.173340
	Iteration 69Q: 3 clusters Score -3670130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -3670129.000000 Penalty: 3430.173340
	Iteration 70Q: 3 clusters Score -3670129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -3670130.000000 Penalty: 3430.173340
	Iteration 71Q: 3 clusters Score -3670130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -3670129.250000 Penalty: 3430.173340
	Iteration 72Q: 3 clusters Score -3670129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -3670127.250000 Penalty: 3430.173340
	Iteration 73Q: 3 clusters Score -3670127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -3670124.250000 Penalty: 3430.173340
	Iteration 74Q: 3 clusters Score -3670124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -3670125.500000 Penalty: 3430.173340
	Iteration 75Q: 3 clusters Score -3670126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -3670128.500000 Penalty: 3430.173340
	Iteration 76Q: 3 clusters Score -3670128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -3670126.000000 Penalty: 3430.173340
	Iteration 77Q: 3 clusters Score -3670126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -3670126.000000 Penalty: 3430.173340
	Iteration 78F: 3 clusters Score -3670126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -498971.875000 Penalty: 1401.207153
	Iteration 0F: 2 clusters Score -498971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -494593.281250 Penalty: 2802.414307
	Iteration 0F: 3 clusters Score -494593.3 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -495819.812500 Penalty: 2802.414307
	Iteration 1F: 3 clusters Score -495819.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -496042.906250 Penalty: 2802.414307
	Iteration 2F: 3 clusters Score -496042.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -496218.687500 Penalty: 2802.414307
	Iteration 3F: 3 clusters Score -496218.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -496373.843750 Penalty: 2802.414307
	Iteration 4Q: 3 clusters Score -496373.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -496528.000000 Penalty: 2802.414307
	Iteration 5Q: 3 clusters Score -496528 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -496702.031250 Penalty: 2802.414307
	Iteration 6Q: 3 clusters Score -496702 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -496899.250000 Penalty: 2802.414307
	Iteration 7Q: 3 clusters Score -496899.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -497110.093750 Penalty: 2802.414307
	Iteration 8Q: 3 clusters Score -497110.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -497313.343750 Penalty: 2802.414307
	Iteration 9Q: 3 clusters Score -497313.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -497515.000000 Penalty: 2802.414307
	Iteration 10Q: 3 clusters Score -497515 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -497687.437500 Penalty: 2802.414307
	Iteration 11Q: 3 clusters Score -497687.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -497806.593750 Penalty: 2802.414307
	Iteration 12Q: 3 clusters Score -497806.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -497881.718750 Penalty: 2802.414307
	Iteration 13Q: 3 clusters Score -497881.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -497941.593750 Penalty: 2802.414307
	Iteration 14Q: 3 clusters Score -497941.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -497986.812500 Penalty: 2802.414307
	Iteration 15Q: 3 clusters Score -497986.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -498022.625000 Penalty: 2802.414307
	Iteration 16Q: 3 clusters Score -498022.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -498056.718750 Penalty: 2802.414307
	Iteration 17Q: 3 clusters Score -498056.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -498086.000000 Penalty: 2802.414307
	Iteration 18Q: 3 clusters Score -498086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -498104.343750 Penalty: 2802.414307
	Iteration 19Q: 3 clusters Score -498104.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -498121.656250 Penalty: 2802.414307
	Iteration 20F: 3 clusters Score -498121.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -498137.218750 Penalty: 2802.414307
	Iteration 21Q: 3 clusters Score -498137.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -498151.843750 Penalty: 2802.414307
	Iteration 22Q: 3 clusters Score -498151.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -498160.468750 Penalty: 2802.414307
	Iteration 23Q: 3 clusters Score -498160.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -498165.718750 Penalty: 2802.414307
	Iteration 24Q: 3 clusters Score -498165.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -498171.718750 Penalty: 2802.414307
	Iteration 25Q: 3 clusters Score -498171.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -498175.406250 Penalty: 2802.414307
	Iteration 26Q: 3 clusters Score -498175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -498178.062500 Penalty: 2802.414307
	Iteration 27Q: 3 clusters Score -498178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -498178.500000 Penalty: 2802.414307
	Iteration 28Q: 3 clusters Score -498178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -498180.625000 Penalty: 2802.414307
	Iteration 29Q: 3 clusters Score -498180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -498181.875000 Penalty: 2802.414307
	Iteration 30Q: 3 clusters Score -498181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -498181.000000 Penalty: 2802.414307
	Iteration 31Q: 3 clusters Score -498181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -498182.000000 Penalty: 2802.414307
	Iteration 32Q: 3 clusters Score -498182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -498182.218750 Penalty: 2802.414307
	Iteration 33Q: 3 clusters Score -498182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -498182.218750 Penalty: 2802.414307
	Iteration 34F: 3 clusters Score -498182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Entering Unmasked Estep 
Score: -3338513.750000 Penalty: 1701.691772
	Iteration 0F: 2 clusters Score -3338514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3315451.500000 Penalty: 3403.383545
	Iteration 0F: 3 clusters Score -3315452 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3324718.250000 Penalty: 3403.383545
	Iteration 1F: 3 clusters Score -3324718 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3325113.750000 Penalty: 3403.383545
	Iteration 2Q: 3 clusters Score -3325114 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3325548.000000 Penalty: 3403.383545
	Iteration 3Q: 3 clusters Score -3325548 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3326022.250000 Penalty: 3403.383545
	Iteration 4Q: 3 clusters Score -3326022 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3326717.250000 Penalty: 3403.383545
	Iteration 5Q: 3 clusters Score -3326717 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3327735.750000 Penalty: 3403.383545
	Iteration 6F: 3 clusters Score -3327736 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3329089.250000 Penalty: 3403.383545
	Iteration 7F: 3 clusters Score -3329089 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3330883.750000 Penalty: 3403.383545
	Iteration 8F: 3 clusters Score -3330884 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3332878.500000 Penalty: 3403.383545
	Iteration 9F: 3 clusters Score -3332878 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3334669.750000 Penalty: 3403.383545
	Iteration 10F: 3 clusters Score -3334670 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3335911.750000 Penalty: 3403.383545
	Iteration 11Q: 3 clusters Score -3335912 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3336587.750000 Penalty: 3403.383545
	Iteration 12Q: 3 clusters Score -3336588 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3336824.500000 Penalty: 3403.383545
	Iteration 13Q: 3 clusters Score -3336824 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3336931.750000 Penalty: 3403.383545
	Iteration 14Q: 3 clusters Score -3336932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3336975.250000 Penalty: 3403.383545
	Iteration 15Q: 3 clusters Score -3336975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3337017.750000 Penalty: 3403.383545
	Iteration 16Q: 3 clusters Score -3337018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3337051.500000 Penalty: 3403.383545
	Iteration 17Q: 3 clusters Score -3337052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3337075.500000 Penalty: 3403.383545
	Iteration 18Q: 3 clusters Score -3337076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3337088.750000 Penalty: 3403.383545
	Iteration 19Q: 3 clusters Score -3337089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3337099.000000 Penalty: 3403.383545
	Iteration 20F: 3 clusters Score -3337099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3337103.750000 Penalty: 3403.383545
	Iteration 21Q: 3 clusters Score -3337104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3337109.000000 Penalty: 3403.383545
	Iteration 22Q: 3 clusters Score -3337109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3337115.750000 Penalty: 3403.383545
	Iteration 23Q: 3 clusters Score -3337116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3337114.750000 Penalty: 3403.383545
	Iteration 24Q: 3 clusters Score -3337115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3337115.250000 Penalty: 3403.383545
	Iteration 25Q: 3 clusters Score -3337115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3337118.500000 Penalty: 3403.383545
	Iteration 26Q: 3 clusters Score -3337118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3337119.500000 Penalty: 3403.383545
	Iteration 27Q: 3 clusters Score -3337120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3337119.500000 Penalty: 3403.383545
	Iteration 28F: 3 clusters Score -3337120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Entering Unmasked Estep 
Score: -3944186.250000 Penalty: 1722.221069
	Iteration 0F: 2 clusters Score -3944186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3922293.000000 Penalty: 3444.442139
	Iteration 0F: 3 clusters Score -3922293 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3932953.750000 Penalty: 3444.442139
	Iteration 1F: 3 clusters Score -3932954 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3933592.500000 Penalty: 3444.442139
	Iteration 2Q: 3 clusters Score -3933592 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3934451.500000 Penalty: 3444.442139
	Iteration 3F: 3 clusters Score -3934452 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3935650.750000 Penalty: 3444.442139
	Iteration 4F: 3 clusters Score -3935651 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3937452.750000 Penalty: 3444.442139
	Iteration 5F: 3 clusters Score -3937453 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -3939942.000000 Penalty: 3444.442139
	Iteration 6F: 3 clusters Score -3939942 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3941386.500000 Penalty: 3444.442139
	Iteration 7F: 3 clusters Score -3941386 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -3941812.250000 Penalty: 3444.442139
	Iteration 8F: 3 clusters Score -3941812 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -3942108.000000 Penalty: 3444.442139
	Iteration 9Q: 3 clusters Score -3942108 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -3942375.000000 Penalty: 3444.442139
	Iteration 10Q: 3 clusters Score -3942375 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -3942532.250000 Penalty: 3444.442139
	Iteration 11Q: 3 clusters Score -3942532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -3942627.250000 Penalty: 3444.442139
	Iteration 12Q: 3 clusters Score -3942627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -3942676.750000 Penalty: 3444.442139
	Iteration 13Q: 3 clusters Score -3942677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -3942695.750000 Penalty: 3444.442139
	Iteration 14Q: 3 clusters Score -3942696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -3942707.000000 Penalty: 3444.442139
	Iteration 15Q: 3 clusters Score -3942707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -3942720.250000 Penalty: 3444.442139
	Iteration 16Q: 3 clusters Score -3942720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -3942736.250000 Penalty: 3444.442139
	Iteration 17Q: 3 clusters Score -3942736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -3942749.500000 Penalty: 3444.442139
	Iteration 18Q: 3 clusters Score -3942750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -3942754.000000 Penalty: 3444.442139
	Iteration 19Q: 3 clusters Score -3942754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -3942761.250000 Penalty: 3444.442139
	Iteration 20F: 3 clusters Score -3942761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -3942775.750000 Penalty: 3444.442139
	Iteration 21Q: 3 clusters Score -3942776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -3942775.250000 Penalty: 3444.442139
	Iteration 22Q: 3 clusters Score -3942775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -3942775.000000 Penalty: 3444.442139
	Iteration 23Q: 3 clusters Score -3942775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -3942775.000000 Penalty: 3444.442139
	Iteration 24Q: 3 clusters Score -3942775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -3942775.000000 Penalty: 3444.442139
	Iteration 25F: 3 clusters Score -3942775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -87591.304688 Penalty: 1141.360840
	Iteration 0F: 2 clusters Score -87591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86147.375000 Penalty: 2282.721680
	Iteration 0F: 3 clusters Score -86147.38 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86598.750000 Penalty: 2282.721680
	Iteration 1F: 3 clusters Score -86598.75 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86781.984375 Penalty: 2282.721680
	Iteration 2F: 3 clusters Score -86781.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86913.898438 Penalty: 2282.721680
	Iteration 3F: 3 clusters Score -86913.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86989.812500 Penalty: 2282.721680
	Iteration 4F: 3 clusters Score -86989.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87030.187500 Penalty: 2282.721680
	Iteration 5Q: 3 clusters Score -87030.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87051.789062 Penalty: 2282.721680
	Iteration 6Q: 3 clusters Score -87051.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87063.937500 Penalty: 2282.721680
	Iteration 7Q: 3 clusters Score -87063.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87074.328125 Penalty: 2282.721680
	Iteration 8Q: 3 clusters Score -87074.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87081.695312 Penalty: 2282.721680
	Iteration 9Q: 3 clusters Score -87081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87092.757812 Penalty: 2282.721680
	Iteration 10Q: 3 clusters Score -87092.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87098.875000 Penalty: 2282.721680
	Iteration 11Q: 3 clusters Score -87098.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87102.414062 Penalty: 2282.721680
	Iteration 12Q: 3 clusters Score -87102.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87105.937500 Penalty: 2282.721680
	Iteration 13Q: 3 clusters Score -87105.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87110.320312 Penalty: 2282.721680
	Iteration 14Q: 3 clusters Score -87110.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87112.664062 Penalty: 2282.721680
	Iteration 15Q: 3 clusters Score -87112.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87114.500000 Penalty: 2282.721680
	Iteration 16Q: 3 clusters Score -87114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87114.656250 Penalty: 2282.721680
	Iteration 17Q: 3 clusters Score -87114.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87114.656250 Penalty: 2282.721680
	Iteration 18F: 3 clusters Score -87114.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Entering Unmasked Estep 
Score: -2159957.500000 Penalty: 1637.890991
	Iteration 0F: 2 clusters Score -2159958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2143844.000000 Penalty: 3275.781982
	Iteration 0F: 3 clusters Score -2143844 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2149764.000000 Penalty: 3275.781982
	Iteration 1F: 3 clusters Score -2149764 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2150089.000000 Penalty: 3275.781982
	Iteration 2Q: 3 clusters Score -2150089 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2150396.500000 Penalty: 3275.781982
	Iteration 3Q: 3 clusters Score -2150396 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2150656.000000 Penalty: 3275.781982
	Iteration 4Q: 3 clusters Score -2150656 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2150905.000000 Penalty: 3275.781982
	Iteration 5Q: 3 clusters Score -2150905 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2151144.750000 Penalty: 3275.781982
	Iteration 6Q: 3 clusters Score -2151145 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2151404.500000 Penalty: 3275.781982
	Iteration 7Q: 3 clusters Score -2151404 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2151728.750000 Penalty: 3275.781982
	Iteration 8Q: 3 clusters Score -2151729 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2152102.500000 Penalty: 3275.781982
	Iteration 9Q: 3 clusters Score -2152102 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2152556.250000 Penalty: 3275.781982
	Iteration 10Q: 3 clusters Score -2152556 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2153021.500000 Penalty: 3275.781982
	Iteration 11Q: 3 clusters Score -2153022 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2153586.500000 Penalty: 3275.781982
	Iteration 12Q: 3 clusters Score -2153586 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2154241.750000 Penalty: 3275.781982
	Iteration 13Q: 3 clusters Score -2154242 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2154860.250000 Penalty: 3275.781982
	Iteration 14Q: 3 clusters Score -2154860 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2155371.250000 Penalty: 3275.781982
	Iteration 15Q: 3 clusters Score -2155371 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2155795.000000 Penalty: 3275.781982
	Iteration 16Q: 3 clusters Score -2155795 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2156084.000000 Penalty: 3275.781982
	Iteration 17Q: 3 clusters Score -2156084 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2156356.000000 Penalty: 3275.781982
	Iteration 18Q: 3 clusters Score -2156356 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2156619.000000 Penalty: 3275.781982
	Iteration 19Q: 3 clusters Score -2156619 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2156859.500000 Penalty: 3275.781982
	Iteration 20F: 3 clusters Score -2156860 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2157107.750000 Penalty: 3275.781982
	Iteration 21Q: 3 clusters Score -2157108 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2157346.250000 Penalty: 3275.781982
	Iteration 22Q: 3 clusters Score -2157346 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2157541.500000 Penalty: 3275.781982
	Iteration 23Q: 3 clusters Score -2157542 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2157714.250000 Penalty: 3275.781982
	Iteration 24Q: 3 clusters Score -2157714 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2157907.250000 Penalty: 3275.781982
	Iteration 25Q: 3 clusters Score -2157907 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2158085.250000 Penalty: 3275.781982
	Iteration 26Q: 3 clusters Score -2158085 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2158260.500000 Penalty: 3275.781982
	Iteration 27Q: 3 clusters Score -2158260 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2158377.750000 Penalty: 3275.781982
	Iteration 28Q: 3 clusters Score -2158378 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2158467.500000 Penalty: 3275.781982
	Iteration 29Q: 3 clusters Score -2158468 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2158537.250000 Penalty: 3275.781982
	Iteration 30Q: 3 clusters Score -2158537 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2158601.250000 Penalty: 3275.781982
	Iteration 31Q: 3 clusters Score -2158601 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2158652.500000 Penalty: 3275.781982
	Iteration 32Q: 3 clusters Score -2158652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2158702.250000 Penalty: 3275.781982
	Iteration 33Q: 3 clusters Score -2158702 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2158737.750000 Penalty: 3275.781982
	Iteration 34Q: 3 clusters Score -2158738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2158766.500000 Penalty: 3275.781982
	Iteration 35Q: 3 clusters Score -2158766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2158796.500000 Penalty: 3275.781982
	Iteration 36Q: 3 clusters Score -2158796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2158816.500000 Penalty: 3275.781982
	Iteration 37Q: 3 clusters Score -2158816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2158823.750000 Penalty: 3275.781982
	Iteration 38Q: 3 clusters Score -2158824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2158834.750000 Penalty: 3275.781982
	Iteration 39Q: 3 clusters Score -2158835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2158843.000000 Penalty: 3275.781982
	Iteration 40F: 3 clusters Score -2158843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2158856.500000 Penalty: 3275.781982
	Iteration 41Q: 3 clusters Score -2158856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2158865.500000 Penalty: 3275.781982
	Iteration 42Q: 3 clusters Score -2158866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2158865.000000 Penalty: 3275.781982
	Iteration 43Q: 3 clusters Score -2158865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2158870.500000 Penalty: 3275.781982
	Iteration 44Q: 3 clusters Score -2158870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2158873.250000 Penalty: 3275.781982
	Iteration 45Q: 3 clusters Score -2158873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2158872.500000 Penalty: 3275.781982
	Iteration 46Q: 3 clusters Score -2158872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2158873.000000 Penalty: 3275.781982
	Iteration 47Q: 3 clusters Score -2158873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2158874.000000 Penalty: 3275.781982
	Iteration 48Q: 3 clusters Score -2158874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2158876.750000 Penalty: 3275.781982
	Iteration 49Q: 3 clusters Score -2158877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2158875.500000 Penalty: 3275.781982
	Iteration 50Q: 3 clusters Score -2158876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2158877.000000 Penalty: 3275.781982
	Iteration 51Q: 3 clusters Score -2158877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2158877.750000 Penalty: 3275.781982
	Iteration 52Q: 3 clusters Score -2158878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2158881.750000 Penalty: 3275.781982
	Iteration 53Q: 3 clusters Score -2158882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2158883.250000 Penalty: 3275.781982
	Iteration 54Q: 3 clusters Score -2158883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2158884.250000 Penalty: 3275.781982
	Iteration 55Q: 3 clusters Score -2158884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2158884.250000 Penalty: 3275.781982
	Iteration 56Q: 3 clusters Score -2158884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2158883.000000 Penalty: 3275.781982
	Iteration 57Q: 3 clusters Score -2158883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2158883.500000 Penalty: 3275.781982
	Iteration 58Q: 3 clusters Score -2158884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2158883.750000 Penalty: 3275.781982
	Iteration 59Q: 3 clusters Score -2158884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2158883.250000 Penalty: 3275.781982
	Iteration 60F: 3 clusters Score -2158883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2158882.500000 Penalty: 3275.781982
	Iteration 61Q: 3 clusters Score -2158882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2158881.000000 Penalty: 3275.781982
	Iteration 62Q: 3 clusters Score -2158881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2158881.000000 Penalty: 3275.781982
	Iteration 63F: 3 clusters Score -2158881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Entering Unmasked Estep 
Score: -2308314.500000 Penalty: 1643.082031
	Iteration 0F: 2 clusters Score -2308314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2291495.500000 Penalty: 3286.164062
	Iteration 0F: 3 clusters Score -2291496 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2297766.250000 Penalty: 3286.164062
	Iteration 1F: 3 clusters Score -2297766 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2298104.000000 Penalty: 3286.164062
	Iteration 2Q: 3 clusters Score -2298104 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2298432.250000 Penalty: 3286.164062
	Iteration 3Q: 3 clusters Score -2298432 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2298749.750000 Penalty: 3286.164062
	Iteration 4Q: 3 clusters Score -2298750 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2299061.500000 Penalty: 3286.164062
	Iteration 5Q: 3 clusters Score -2299062 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2299381.250000 Penalty: 3286.164062
	Iteration 6Q: 3 clusters Score -2299381 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2299741.000000 Penalty: 3286.164062
	Iteration 7Q: 3 clusters Score -2299741 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2300120.250000 Penalty: 3286.164062
	Iteration 8Q: 3 clusters Score -2300120 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2300563.250000 Penalty: 3286.164062
	Iteration 9Q: 3 clusters Score -2300563 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2301073.000000 Penalty: 3286.164062
	Iteration 10Q: 3 clusters Score -2301073 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2301712.500000 Penalty: 3286.164062
	Iteration 11Q: 3 clusters Score -2301712 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2302461.500000 Penalty: 3286.164062
	Iteration 12Q: 3 clusters Score -2302462 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2303229.500000 Penalty: 3286.164062
	Iteration 13Q: 3 clusters Score -2303230 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2303917.000000 Penalty: 3286.164062
	Iteration 14Q: 3 clusters Score -2303917 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2304520.250000 Penalty: 3286.164062
	Iteration 15Q: 3 clusters Score -2304520 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2304992.750000 Penalty: 3286.164062
	Iteration 16Q: 3 clusters Score -2304993 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2305335.000000 Penalty: 3286.164062
	Iteration 17Q: 3 clusters Score -2305335 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2305621.000000 Penalty: 3286.164062
	Iteration 18Q: 3 clusters Score -2305621 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2305830.750000 Penalty: 3286.164062
	Iteration 19Q: 3 clusters Score -2305831 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2305986.000000 Penalty: 3286.164062
	Iteration 20F: 3 clusters Score -2305986 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2306098.750000 Penalty: 3286.164062
	Iteration 21Q: 3 clusters Score -2306099 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2306198.750000 Penalty: 3286.164062
	Iteration 22Q: 3 clusters Score -2306199 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2306277.750000 Penalty: 3286.164062
	Iteration 23Q: 3 clusters Score -2306278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2306332.500000 Penalty: 3286.164062
	Iteration 24Q: 3 clusters Score -2306332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2306376.750000 Penalty: 3286.164062
	Iteration 25Q: 3 clusters Score -2306377 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2306412.500000 Penalty: 3286.164062
	Iteration 26Q: 3 clusters Score -2306412 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2306445.500000 Penalty: 3286.164062
	Iteration 27Q: 3 clusters Score -2306446 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2306470.250000 Penalty: 3286.164062
	Iteration 28Q: 3 clusters Score -2306470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2306496.250000 Penalty: 3286.164062
	Iteration 29Q: 3 clusters Score -2306496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2306510.750000 Penalty: 3286.164062
	Iteration 30Q: 3 clusters Score -2306511 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2306534.750000 Penalty: 3286.164062
	Iteration 31Q: 3 clusters Score -2306535 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2306561.000000 Penalty: 3286.164062
	Iteration 32Q: 3 clusters Score -2306561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2306595.250000 Penalty: 3286.164062
	Iteration 33Q: 3 clusters Score -2306595 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2306636.500000 Penalty: 3286.164062
	Iteration 34Q: 3 clusters Score -2306636 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2306653.750000 Penalty: 3286.164062
	Iteration 35Q: 3 clusters Score -2306654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2306677.250000 Penalty: 3286.164062
	Iteration 36Q: 3 clusters Score -2306677 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2306699.750000 Penalty: 3286.164062
	Iteration 37Q: 3 clusters Score -2306700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2306722.000000 Penalty: 3286.164062
	Iteration 38Q: 3 clusters Score -2306722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2306739.000000 Penalty: 3286.164062
	Iteration 39Q: 3 clusters Score -2306739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2306764.250000 Penalty: 3286.164062
	Iteration 40F: 3 clusters Score -2306764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2306778.000000 Penalty: 3286.164062
	Iteration 41Q: 3 clusters Score -2306778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2306793.500000 Penalty: 3286.164062
	Iteration 42Q: 3 clusters Score -2306794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2306805.250000 Penalty: 3286.164062
	Iteration 43Q: 3 clusters Score -2306805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2306809.250000 Penalty: 3286.164062
	Iteration 44Q: 3 clusters Score -2306809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2306827.000000 Penalty: 3286.164062
	Iteration 45Q: 3 clusters Score -2306827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2306838.250000 Penalty: 3286.164062
	Iteration 46Q: 3 clusters Score -2306838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2306859.000000 Penalty: 3286.164062
	Iteration 47Q: 3 clusters Score -2306859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2306877.500000 Penalty: 3286.164062
	Iteration 48Q: 3 clusters Score -2306878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2306885.750000 Penalty: 3286.164062
	Iteration 49Q: 3 clusters Score -2306886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2306898.250000 Penalty: 3286.164062
	Iteration 50Q: 3 clusters Score -2306898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2306905.750000 Penalty: 3286.164062
	Iteration 51Q: 3 clusters Score -2306906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2306915.750000 Penalty: 3286.164062
	Iteration 52Q: 3 clusters Score -2306916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2306924.500000 Penalty: 3286.164062
	Iteration 53Q: 3 clusters Score -2306924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2306935.750000 Penalty: 3286.164062
	Iteration 54Q: 3 clusters Score -2306936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2306949.000000 Penalty: 3286.164062
	Iteration 55Q: 3 clusters Score -2306949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2306956.000000 Penalty: 3286.164062
	Iteration 56Q: 3 clusters Score -2306956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2306961.750000 Penalty: 3286.164062
	Iteration 57Q: 3 clusters Score -2306962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2306968.500000 Penalty: 3286.164062
	Iteration 58Q: 3 clusters Score -2306968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2306973.750000 Penalty: 3286.164062
	Iteration 59Q: 3 clusters Score -2306974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2306981.250000 Penalty: 3286.164062
	Iteration 60F: 3 clusters Score -2306981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2306983.750000 Penalty: 3286.164062
	Iteration 61Q: 3 clusters Score -2306984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2306988.500000 Penalty: 3286.164062
	Iteration 62Q: 3 clusters Score -2306988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2306989.250000 Penalty: 3286.164062
	Iteration 63Q: 3 clusters Score -2306989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2306992.500000 Penalty: 3286.164062
	Iteration 64Q: 3 clusters Score -2306992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2306996.250000 Penalty: 3286.164062
	Iteration 65Q: 3 clusters Score -2306996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2307002.250000 Penalty: 3286.164062
	Iteration 66Q: 3 clusters Score -2307002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2306996.250000 Penalty: 3286.164062
	Iteration 67Q: 3 clusters Score -2306996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2307000.750000 Penalty: 3286.164062
	Iteration 68Q: 3 clusters Score -2307001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2306994.250000 Penalty: 3286.164062
	Iteration 69Q: 3 clusters Score -2306994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2306995.000000 Penalty: 3286.164062
	Iteration 70Q: 3 clusters Score -2306995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2306995.000000 Penalty: 3286.164062
	Iteration 71Q: 3 clusters Score -2306995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2306994.250000 Penalty: 3286.164062
	Iteration 72Q: 3 clusters Score -2306994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2306994.250000 Penalty: 3286.164062
	Iteration 73F: 3 clusters Score -2306994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -449020.968750 Penalty: 1383.065918
	Iteration 0F: 2 clusters Score -449021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -445011.250000 Penalty: 2766.131836
	Iteration 0F: 3 clusters Score -445011.2 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -446153.312500 Penalty: 2766.131836
	Iteration 1F: 3 clusters Score -446153.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -446500.531250 Penalty: 2766.131836
	Iteration 2F: 3 clusters Score -446500.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -446820.843750 Penalty: 2766.131836
	Iteration 3F: 3 clusters Score -446820.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -447067.062500 Penalty: 2766.131836
	Iteration 4F: 3 clusters Score -447067.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -447261.906250 Penalty: 2766.131836
	Iteration 5F: 3 clusters Score -447261.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -447455.468750 Penalty: 2766.131836
	Iteration 6Q: 3 clusters Score -447455.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -447617.031250 Penalty: 2766.131836
	Iteration 7Q: 3 clusters Score -447617 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -447755.656250 Penalty: 2766.131836
	Iteration 8Q: 3 clusters Score -447755.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -447863.468750 Penalty: 2766.131836
	Iteration 9Q: 3 clusters Score -447863.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -447947.937500 Penalty: 2766.131836
	Iteration 10Q: 3 clusters Score -447947.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -448021.875000 Penalty: 2766.131836
	Iteration 11Q: 3 clusters Score -448021.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -448084.625000 Penalty: 2766.131836
	Iteration 12Q: 3 clusters Score -448084.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -448120.500000 Penalty: 2766.131836
	Iteration 13Q: 3 clusters Score -448120.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -448153.281250 Penalty: 2766.131836
	Iteration 14Q: 3 clusters Score -448153.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -448195.406250 Penalty: 2766.131836
	Iteration 15Q: 3 clusters Score -448195.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -448232.125000 Penalty: 2766.131836
	Iteration 16Q: 3 clusters Score -448232.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -448262.187500 Penalty: 2766.131836
	Iteration 17Q: 3 clusters Score -448262.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -448288.281250 Penalty: 2766.131836
	Iteration 18Q: 3 clusters Score -448288.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -448308.875000 Penalty: 2766.131836
	Iteration 19Q: 3 clusters Score -448308.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -448318.625000 Penalty: 2766.131836
	Iteration 20F: 3 clusters Score -448318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -448326.781250 Penalty: 2766.131836
	Iteration 21Q: 3 clusters Score -448326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -448331.406250 Penalty: 2766.131836
	Iteration 22Q: 3 clusters Score -448331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -448338.906250 Penalty: 2766.131836
	Iteration 23Q: 3 clusters Score -448338.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -448345.156250 Penalty: 2766.131836
	Iteration 24Q: 3 clusters Score -448345.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -448353.781250 Penalty: 2766.131836
	Iteration 25Q: 3 clusters Score -448353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -448356.437500 Penalty: 2766.131836
	Iteration 26Q: 3 clusters Score -448356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -448358.812500 Penalty: 2766.131836
	Iteration 27Q: 3 clusters Score -448358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -448361.531250 Penalty: 2766.131836
	Iteration 28Q: 3 clusters Score -448361.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -448363.687500 Penalty: 2766.131836
	Iteration 29Q: 3 clusters Score -448363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -448364.312500 Penalty: 2766.131836
	Iteration 30Q: 3 clusters Score -448364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -448364.312500 Penalty: 2766.131836
	Iteration 31F: 3 clusters Score -448364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Entering Unmasked Estep 
Score: -1772182.375000 Penalty: 1601.706909
	Iteration 0F: 2 clusters Score -1772182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1759220.875000 Penalty: 3203.413818
	Iteration 0F: 3 clusters Score -1759221 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1763825.625000 Penalty: 3203.413818
	Iteration 1F: 3 clusters Score -1763826 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1764216.625000 Penalty: 3203.413818
	Iteration 2F: 3 clusters Score -1764217 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1764603.500000 Penalty: 3203.413818
	Iteration 3Q: 3 clusters Score -1764604 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1764920.500000 Penalty: 3203.413818
	Iteration 4Q: 3 clusters Score -1764920 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1765229.750000 Penalty: 3203.413818
	Iteration 5Q: 3 clusters Score -1765230 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1765565.250000 Penalty: 3203.413818
	Iteration 6Q: 3 clusters Score -1765565 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1765955.625000 Penalty: 3203.413818
	Iteration 7Q: 3 clusters Score -1765956 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1766377.750000 Penalty: 3203.413818
	Iteration 8Q: 3 clusters Score -1766378 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1766818.125000 Penalty: 3203.413818
	Iteration 9Q: 3 clusters Score -1766818 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1767295.500000 Penalty: 3203.413818
	Iteration 10Q: 3 clusters Score -1767296 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1767671.375000 Penalty: 3203.413818
	Iteration 11Q: 3 clusters Score -1767671 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1767929.625000 Penalty: 3203.413818
	Iteration 12Q: 3 clusters Score -1767930 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1768073.875000 Penalty: 3203.413818
	Iteration 13Q: 3 clusters Score -1768074 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1768154.000000 Penalty: 3203.413818
	Iteration 14Q: 3 clusters Score -1768154 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1768223.000000 Penalty: 3203.413818
	Iteration 15Q: 3 clusters Score -1768223 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1768294.000000 Penalty: 3203.413818
	Iteration 16Q: 3 clusters Score -1768294 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1768365.500000 Penalty: 3203.413818
	Iteration 17Q: 3 clusters Score -1768366 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1768433.250000 Penalty: 3203.413818
	Iteration 18Q: 3 clusters Score -1768433 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1768502.375000 Penalty: 3203.413818
	Iteration 19Q: 3 clusters Score -1768502 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1768596.625000 Penalty: 3203.413818
	Iteration 20F: 3 clusters Score -1768597 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1768700.125000 Penalty: 3203.413818
	Iteration 21Q: 3 clusters Score -1768700 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1768822.000000 Penalty: 3203.413818
	Iteration 22Q: 3 clusters Score -1768822 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1768945.250000 Penalty: 3203.413818
	Iteration 23Q: 3 clusters Score -1768945 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1769063.875000 Penalty: 3203.413818
	Iteration 24Q: 3 clusters Score -1769064 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1769193.125000 Penalty: 3203.413818
	Iteration 25Q: 3 clusters Score -1769193 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1769327.125000 Penalty: 3203.413818
	Iteration 26Q: 3 clusters Score -1769327 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1769470.375000 Penalty: 3203.413818
	Iteration 27Q: 3 clusters Score -1769470 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1769607.500000 Penalty: 3203.413818
	Iteration 28Q: 3 clusters Score -1769608 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1769713.250000 Penalty: 3203.413818
	Iteration 29Q: 3 clusters Score -1769713 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1769824.750000 Penalty: 3203.413818
	Iteration 30Q: 3 clusters Score -1769825 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1769933.625000 Penalty: 3203.413818
	Iteration 31Q: 3 clusters Score -1769934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1770017.375000 Penalty: 3203.413818
	Iteration 32Q: 3 clusters Score -1770017 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1770107.750000 Penalty: 3203.413818
	Iteration 33Q: 3 clusters Score -1770108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1770176.625000 Penalty: 3203.413818
	Iteration 34Q: 3 clusters Score -1770177 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1770263.125000 Penalty: 3203.413818
	Iteration 35Q: 3 clusters Score -1770263 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1770330.500000 Penalty: 3203.413818
	Iteration 36Q: 3 clusters Score -1770330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1770402.500000 Penalty: 3203.413818
	Iteration 37Q: 3 clusters Score -1770402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1770471.500000 Penalty: 3203.413818
	Iteration 38Q: 3 clusters Score -1770472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1770527.500000 Penalty: 3203.413818
	Iteration 39Q: 3 clusters Score -1770528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1770560.250000 Penalty: 3203.413818
	Iteration 40F: 3 clusters Score -1770560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1770590.375000 Penalty: 3203.413818
	Iteration 41Q: 3 clusters Score -1770590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1770617.000000 Penalty: 3203.413818
	Iteration 42Q: 3 clusters Score -1770617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1770654.500000 Penalty: 3203.413818
	Iteration 43Q: 3 clusters Score -1770654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1770672.375000 Penalty: 3203.413818
	Iteration 44Q: 3 clusters Score -1770672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1770687.625000 Penalty: 3203.413818
	Iteration 45Q: 3 clusters Score -1770688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1770700.750000 Penalty: 3203.413818
	Iteration 46Q: 3 clusters Score -1770701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1770723.125000 Penalty: 3203.413818
	Iteration 47Q: 3 clusters Score -1770723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1770739.125000 Penalty: 3203.413818
	Iteration 48Q: 3 clusters Score -1770739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1770753.375000 Penalty: 3203.413818
	Iteration 49Q: 3 clusters Score -1770753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1770761.375000 Penalty: 3203.413818
	Iteration 50Q: 3 clusters Score -1770761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1770768.250000 Penalty: 3203.413818
	Iteration 51Q: 3 clusters Score -1770768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1770778.375000 Penalty: 3203.413818
	Iteration 52Q: 3 clusters Score -1770778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1770781.125000 Penalty: 3203.413818
	Iteration 53Q: 3 clusters Score -1770781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1770782.375000 Penalty: 3203.413818
	Iteration 54Q: 3 clusters Score -1770782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1770783.250000 Penalty: 3203.413818
	Iteration 55Q: 3 clusters Score -1770783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1770783.250000 Penalty: 3203.413818
	Iteration 56F: 3 clusters Score -1770783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Entering Unmasked Estep 
Score: -438767.531250 Penalty: 1379.228271
	Iteration 0F: 2 clusters Score -438767.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -434884.937500 Penalty: 2758.456543
	Iteration 0F: 3 clusters Score -434884.9 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -436116.687500 Penalty: 2758.456543
	Iteration 1F: 3 clusters Score -436116.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -436520.093750 Penalty: 2758.456543
	Iteration 2F: 3 clusters Score -436520.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -436924.406250 Penalty: 2758.456543
	Iteration 3F: 3 clusters Score -436924.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -437374.375000 Penalty: 2758.456543
	Iteration 4F: 3 clusters Score -437374.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -437781.343750 Penalty: 2758.456543
	Iteration 5F: 3 clusters Score -437781.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -438064.593750 Penalty: 2758.456543
	Iteration 6F: 3 clusters Score -438064.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -438289.343750 Penalty: 2758.456543
	Iteration 7Q: 3 clusters Score -438289.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -438425.812500 Penalty: 2758.456543
	Iteration 8Q: 3 clusters Score -438425.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -438510.812500 Penalty: 2758.456543
	Iteration 9Q: 3 clusters Score -438510.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -438583.593750 Penalty: 2758.456543
	Iteration 10Q: 3 clusters Score -438583.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -438639.750000 Penalty: 2758.456543
	Iteration 11Q: 3 clusters Score -438639.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -438678.500000 Penalty: 2758.456543
	Iteration 12Q: 3 clusters Score -438678.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -438709.812500 Penalty: 2758.456543
	Iteration 13Q: 3 clusters Score -438709.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -438738.468750 Penalty: 2758.456543
	Iteration 14Q: 3 clusters Score -438738.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -438768.312500 Penalty: 2758.456543
	Iteration 15Q: 3 clusters Score -438768.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -438798.468750 Penalty: 2758.456543
	Iteration 16Q: 3 clusters Score -438798.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -438815.406250 Penalty: 2758.456543
	Iteration 17Q: 3 clusters Score -438815.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -438825.031250 Penalty: 2758.456543
	Iteration 18Q: 3 clusters Score -438825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -438835.718750 Penalty: 2758.456543
	Iteration 19Q: 3 clusters Score -438835.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -438851.812500 Penalty: 2758.456543
	Iteration 20F: 3 clusters Score -438851.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -438870.281250 Penalty: 2758.456543
	Iteration 21Q: 3 clusters Score -438870.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -438893.968750 Penalty: 2758.456543
	Iteration 22Q: 3 clusters Score -438894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -438910.406250 Penalty: 2758.456543
	Iteration 23Q: 3 clusters Score -438910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -438924.343750 Penalty: 2758.456543
	Iteration 24Q: 3 clusters Score -438924.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -438936.375000 Penalty: 2758.456543
	Iteration 25Q: 3 clusters Score -438936.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -438950.187500 Penalty: 2758.456543
	Iteration 26Q: 3 clusters Score -438950.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -438964.500000 Penalty: 2758.456543
	Iteration 27Q: 3 clusters Score -438964.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -438980.656250 Penalty: 2758.456543
	Iteration 28Q: 3 clusters Score -438980.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -439001.906250 Penalty: 2758.456543
	Iteration 29Q: 3 clusters Score -439001.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -439037.625000 Penalty: 2758.456543
	Iteration 30Q: 3 clusters Score -439037.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -439088.125000 Penalty: 2758.456543
	Iteration 31Q: 3 clusters Score -439088.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -439110.906250 Penalty: 2758.456543
	Iteration 32Q: 3 clusters Score -439110.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -439122.468750 Penalty: 2758.456543
	Iteration 33Q: 3 clusters Score -439122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -439129.781250 Penalty: 2758.456543
	Iteration 34Q: 3 clusters Score -439129.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -439135.312500 Penalty: 2758.456543
	Iteration 35Q: 3 clusters Score -439135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -439137.968750 Penalty: 2758.456543
	Iteration 36Q: 3 clusters Score -439138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -439139.437500 Penalty: 2758.456543
	Iteration 37Q: 3 clusters Score -439139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -439141.312500 Penalty: 2758.456543
	Iteration 38Q: 3 clusters Score -439141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -439141.343750 Penalty: 2758.456543
	Iteration 39Q: 3 clusters Score -439141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -439141.500000 Penalty: 2758.456543
	Iteration 40F: 3 clusters Score -439141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35311 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 3548 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28686 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38869 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30523 members 
Mstep: Class 37 contains 21865 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 32245 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31320 members 
Mstep: Class 44 contains 4837 members 
Mstep: Class 45 contains 7572 members 
Mstep: Class 46 contains 1306 members 
Entering Unmasked Estep 
Score: -49777932.000000 Penalty: 98713.132812
Splitting cluster 12 changes total score from -49778088.000000 to -49777932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -436535.000000 Penalty: 1374.575806
	Iteration 0F: 2 clusters Score -436535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -432795.062500 Penalty: 2749.151611
	Iteration 0F: 3 clusters Score -432795.1 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -433869.125000 Penalty: 2749.151611
	Iteration 1F: 3 clusters Score -433869.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -434066.437500 Penalty: 2749.151611
	Iteration 2F: 3 clusters Score -434066.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -434233.250000 Penalty: 2749.151611
	Iteration 3F: 3 clusters Score -434233.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -434363.906250 Penalty: 2749.151611
	Iteration 4F: 3 clusters Score -434363.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -434467.750000 Penalty: 2749.151611
	Iteration 5Q: 3 clusters Score -434467.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -434559.781250 Penalty: 2749.151611
	Iteration 6Q: 3 clusters Score -434559.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -434625.437500 Penalty: 2749.151611
	Iteration 7Q: 3 clusters Score -434625.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -434680.156250 Penalty: 2749.151611
	Iteration 8Q: 3 clusters Score -434680.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -434718.843750 Penalty: 2749.151611
	Iteration 9Q: 3 clusters Score -434718.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -434761.687500 Penalty: 2749.151611
	Iteration 10Q: 3 clusters Score -434761.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -434808.468750 Penalty: 2749.151611
	Iteration 11Q: 3 clusters Score -434808.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -434844.875000 Penalty: 2749.151611
	Iteration 12Q: 3 clusters Score -434844.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -434892.375000 Penalty: 2749.151611
	Iteration 13Q: 3 clusters Score -434892.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -434952.156250 Penalty: 2749.151611
	Iteration 14Q: 3 clusters Score -434952.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -434999.625000 Penalty: 2749.151611
	Iteration 15Q: 3 clusters Score -434999.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -435041.843750 Penalty: 2749.151611
	Iteration 16Q: 3 clusters Score -435041.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -435090.593750 Penalty: 2749.151611
	Iteration 17Q: 3 clusters Score -435090.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -435142.906250 Penalty: 2749.151611
	Iteration 18Q: 3 clusters Score -435142.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -435195.906250 Penalty: 2749.151611
	Iteration 19Q: 3 clusters Score -435195.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -435239.187500 Penalty: 2749.151611
	Iteration 20F: 3 clusters Score -435239.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -435286.468750 Penalty: 2749.151611
	Iteration 21Q: 3 clusters Score -435286.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -435326.406250 Penalty: 2749.151611
	Iteration 22Q: 3 clusters Score -435326.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -435357.125000 Penalty: 2749.151611
	Iteration 23Q: 3 clusters Score -435357.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -435376.468750 Penalty: 2749.151611
	Iteration 24Q: 3 clusters Score -435376.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -435393.625000 Penalty: 2749.151611
	Iteration 25Q: 3 clusters Score -435393.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -435404.156250 Penalty: 2749.151611
	Iteration 26Q: 3 clusters Score -435404.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -435413.750000 Penalty: 2749.151611
	Iteration 27Q: 3 clusters Score -435413.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -435422.187500 Penalty: 2749.151611
	Iteration 28Q: 3 clusters Score -435422.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -435434.281250 Penalty: 2749.151611
	Iteration 29Q: 3 clusters Score -435434.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -435444.687500 Penalty: 2749.151611
	Iteration 30Q: 3 clusters Score -435444.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -435454.500000 Penalty: 2749.151611
	Iteration 31Q: 3 clusters Score -435454.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -435468.343750 Penalty: 2749.151611
	Iteration 32Q: 3 clusters Score -435468.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -435480.906250 Penalty: 2749.151611
	Iteration 33Q: 3 clusters Score -435480.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -435494.781250 Penalty: 2749.151611
	Iteration 34Q: 3 clusters Score -435494.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -435503.750000 Penalty: 2749.151611
	Iteration 35Q: 3 clusters Score -435503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -435514.687500 Penalty: 2749.151611
	Iteration 36Q: 3 clusters Score -435514.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -435526.937500 Penalty: 2749.151611
	Iteration 37Q: 3 clusters Score -435526.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -435536.281250 Penalty: 2749.151611
	Iteration 38Q: 3 clusters Score -435536.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -435540.875000 Penalty: 2749.151611
	Iteration 39Q: 3 clusters Score -435540.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -435546.218750 Penalty: 2749.151611
	Iteration 40F: 3 clusters Score -435546.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -435551.750000 Penalty: 2749.151611
	Iteration 41Q: 3 clusters Score -435551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -435553.656250 Penalty: 2749.151611
	Iteration 42Q: 3 clusters Score -435553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -435557.250000 Penalty: 2749.151611
	Iteration 43Q: 3 clusters Score -435557.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -435560.875000 Penalty: 2749.151611
	Iteration 44Q: 3 clusters Score -435560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -435562.500000 Penalty: 2749.151611
	Iteration 45Q: 3 clusters Score -435562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -435564.218750 Penalty: 2749.151611
	Iteration 46Q: 3 clusters Score -435564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -435565.593750 Penalty: 2749.151611
	Iteration 47Q: 3 clusters Score -435565.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -435568.406250 Penalty: 2749.151611
	Iteration 48Q: 3 clusters Score -435568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -435569.031250 Penalty: 2749.151611
	Iteration 49Q: 3 clusters Score -435569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -435569.250000 Penalty: 2749.151611
	Iteration 50Q: 3 clusters Score -435569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -435570.187500 Penalty: 2749.151611
	Iteration 51Q: 3 clusters Score -435570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -435570.593750 Penalty: 2749.151611
	Iteration 52Q: 3 clusters Score -435570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -435570.656250 Penalty: 2749.151611
	Iteration 53Q: 3 clusters Score -435570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -435570.656250 Penalty: 2749.151611
	Iteration 54F: 3 clusters Score -435570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Entering Unmasked Estep 
Score: -552820.937500 Penalty: 1414.912231
	Iteration 0F: 2 clusters Score -552820.9 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 3017 members 
Entering Unmasked Estep 
Score: -548113.125000 Penalty: 2829.824463
	Iteration 0F: 3 clusters Score -548113.1 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -549465.250000 Penalty: 2829.824463
	Iteration 1F: 3 clusters Score -549465.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -549650.062500 Penalty: 2829.824463
	Iteration 2F: 3 clusters Score -549650.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -549800.937500 Penalty: 2829.824463
	Iteration 3Q: 3 clusters Score -549800.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -549917.375000 Penalty: 2829.824463
	Iteration 4Q: 3 clusters Score -549917.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -550042.375000 Penalty: 2829.824463
	Iteration 5Q: 3 clusters Score -550042.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -550204.562500 Penalty: 2829.824463
	Iteration 6Q: 3 clusters Score -550204.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -550390.812500 Penalty: 2829.824463
	Iteration 7Q: 3 clusters Score -550390.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -550626.375000 Penalty: 2829.824463
	Iteration 8Q: 3 clusters Score -550626.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -550886.875000 Penalty: 2829.824463
	Iteration 9F: 3 clusters Score -550886.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -551136.437500 Penalty: 2829.824463
	Iteration 10F: 3 clusters Score -551136.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -551359.500000 Penalty: 2829.824463
	Iteration 11Q: 3 clusters Score -551359.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -551571.812500 Penalty: 2829.824463
	Iteration 12Q: 3 clusters Score -551571.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -551743.625000 Penalty: 2829.824463
	Iteration 13Q: 3 clusters Score -551743.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -551869.000000 Penalty: 2829.824463
	Iteration 14Q: 3 clusters Score -551869 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -551959.750000 Penalty: 2829.824463
	Iteration 15Q: 3 clusters Score -551959.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -552006.062500 Penalty: 2829.824463
	Iteration 16Q: 3 clusters Score -552006.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -552043.250000 Penalty: 2829.824463
	Iteration 17Q: 3 clusters Score -552043.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -552074.000000 Penalty: 2829.824463
	Iteration 18Q: 3 clusters Score -552074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -552098.875000 Penalty: 2829.824463
	Iteration 19Q: 3 clusters Score -552098.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -552114.000000 Penalty: 2829.824463
	Iteration 20F: 3 clusters Score -552114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -552129.375000 Penalty: 2829.824463
	Iteration 21Q: 3 clusters Score -552129.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -552143.687500 Penalty: 2829.824463
	Iteration 22Q: 3 clusters Score -552143.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -552155.312500 Penalty: 2829.824463
	Iteration 23Q: 3 clusters Score -552155.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -552164.562500 Penalty: 2829.824463
	Iteration 24Q: 3 clusters Score -552164.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -552173.562500 Penalty: 2829.824463
	Iteration 25Q: 3 clusters Score -552173.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -552178.812500 Penalty: 2829.824463
	Iteration 26Q: 3 clusters Score -552178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -552183.250000 Penalty: 2829.824463
	Iteration 27Q: 3 clusters Score -552183.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -552184.937500 Penalty: 2829.824463
	Iteration 28Q: 3 clusters Score -552184.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -552188.312500 Penalty: 2829.824463
	Iteration 29Q: 3 clusters Score -552188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -552189.062500 Penalty: 2829.824463
	Iteration 30Q: 3 clusters Score -552189.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -552189.437500 Penalty: 2829.824463
	Iteration 31Q: 3 clusters Score -552189.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -552191.500000 Penalty: 2829.824463
	Iteration 32Q: 3 clusters Score -552191.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -552192.937500 Penalty: 2829.824463
	Iteration 33Q: 3 clusters Score -552192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -552195.062500 Penalty: 2829.824463
	Iteration 34Q: 3 clusters Score -552195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -552196.500000 Penalty: 2829.824463
	Iteration 35Q: 3 clusters Score -552196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -552197.312500 Penalty: 2829.824463
	Iteration 36Q: 3 clusters Score -552197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -552196.875000 Penalty: 2829.824463
	Iteration 37Q: 3 clusters Score -552196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -552196.625000 Penalty: 2829.824463
	Iteration 38Q: 3 clusters Score -552196.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -552196.625000 Penalty: 2829.824463
	Iteration 39F: 3 clusters Score -552196.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -214054.343750 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -214054.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -211772.562500 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -211772.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -212285.140625 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -212285.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -212403.062500 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -212403.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -212472.593750 Penalty: 2515.716064
	Iteration 3Q: 3 clusters Score -212472.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -212507.109375 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -212507.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -212535.031250 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -212535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -212558.593750 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -212558.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -212576.375000 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -212576.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -212593.656250 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -212593.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -212619.953125 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -212620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -212657.578125 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -212657.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -212736.890625 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -212736.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -212802.500000 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -212802.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -212857.000000 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -212857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -212902.531250 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -212902.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -212942.062500 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -212942.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -212980.781250 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -212980.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -213030.984375 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -213031 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -213077.546875 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -213077.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -213134.828125 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -213134.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -213197.750000 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -213197.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -213250.218750 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -213250.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -213288.078125 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -213288.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -213320.984375 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -213321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213354.109375 Penalty: 2515.716064
	Iteration 24Q: 3 clusters Score -213354.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -213382.328125 Penalty: 2515.716064
	Iteration 25Q: 3 clusters Score -213382.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -213399.890625 Penalty: 2515.716064
	Iteration 26Q: 3 clusters Score -213399.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -213422.000000 Penalty: 2515.716064
	Iteration 27Q: 3 clusters Score -213422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -213437.375000 Penalty: 2515.716064
	Iteration 28Q: 3 clusters Score -213437.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -213452.718750 Penalty: 2515.716064
	Iteration 29Q: 3 clusters Score -213452.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -213465.359375 Penalty: 2515.716064
	Iteration 30Q: 3 clusters Score -213465.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -213485.156250 Penalty: 2515.716064
	Iteration 31Q: 3 clusters Score -213485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213499.968750 Penalty: 2515.716064
	Iteration 32Q: 3 clusters Score -213500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -213510.718750 Penalty: 2515.716064
	Iteration 33Q: 3 clusters Score -213510.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -213516.031250 Penalty: 2515.716064
	Iteration 34Q: 3 clusters Score -213516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -213523.875000 Penalty: 2515.716064
	Iteration 35Q: 3 clusters Score -213523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -213529.343750 Penalty: 2515.716064
	Iteration 36Q: 3 clusters Score -213529.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213532.781250 Penalty: 2515.716064
	Iteration 37Q: 3 clusters Score -213532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -213535.156250 Penalty: 2515.716064
	Iteration 38Q: 3 clusters Score -213535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213536.562500 Penalty: 2515.716064
	Iteration 39Q: 3 clusters Score -213536.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -213540.078125 Penalty: 2515.716064
	Iteration 40F: 3 clusters Score -213540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -213544.000000 Penalty: 2515.716064
	Iteration 41Q: 3 clusters Score -213544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -213544.078125 Penalty: 2515.716064
	Iteration 42Q: 3 clusters Score -213544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -213544.687500 Penalty: 2515.716064
	Iteration 43Q: 3 clusters Score -213544.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -213544.671875 Penalty: 2515.716064
	Iteration 44Q: 3 clusters Score -213544.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -213545.187500 Penalty: 2515.716064
	Iteration 45Q: 3 clusters Score -213545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -213545.187500 Penalty: 2515.716064
	Iteration 46F: 3 clusters Score -213545.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Entering Unmasked Estep 
Score: -3914323.750000 Penalty: 1725.338257
	Iteration 0F: 2 clusters Score -3914324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3890206.750000 Penalty: 3450.676514
	Iteration 0F: 3 clusters Score -3890207 nChanged 19020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3900741.750000 Penalty: 3450.676514
	Iteration 1F: 3 clusters Score -3900742 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3901189.500000 Penalty: 3450.676514
	Iteration 2Q: 3 clusters Score -3901190 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3901697.000000 Penalty: 3450.676514
	Iteration 3Q: 3 clusters Score -3901697 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3902398.750000 Penalty: 3450.676514
	Iteration 4Q: 3 clusters Score -3902399 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3903476.500000 Penalty: 3450.676514
	Iteration 5F: 3 clusters Score -3903476 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3905191.500000 Penalty: 3450.676514
	Iteration 6F: 3 clusters Score -3905192 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3907744.000000 Penalty: 3450.676514
	Iteration 7F: 3 clusters Score -3907744 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3910480.250000 Penalty: 3450.676514
	Iteration 8F: 3 clusters Score -3910480 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3911865.500000 Penalty: 3450.676514
	Iteration 9F: 3 clusters Score -3911866 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3912453.750000 Penalty: 3450.676514
	Iteration 10Q: 3 clusters Score -3912454 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3912685.500000 Penalty: 3450.676514
	Iteration 11Q: 3 clusters Score -3912686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3912784.000000 Penalty: 3450.676514
	Iteration 12Q: 3 clusters Score -3912784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3912858.000000 Penalty: 3450.676514
	Iteration 13Q: 3 clusters Score -3912858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3912871.250000 Penalty: 3450.676514
	Iteration 14Q: 3 clusters Score -3912871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3912881.000000 Penalty: 3450.676514
	Iteration 15Q: 3 clusters Score -3912881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3912888.500000 Penalty: 3450.676514
	Iteration 16Q: 3 clusters Score -3912888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3912888.500000 Penalty: 3450.676514
	Iteration 17F: 3 clusters Score -3912888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -139323.687500 Penalty: 1194.563232
	Iteration 0F: 2 clusters Score -139323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137536.734375 Penalty: 2389.126465
	Iteration 0F: 3 clusters Score -137536.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137895.062500 Penalty: 2389.126465
	Iteration 1F: 3 clusters Score -137895.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -138028.250000 Penalty: 2389.126465
	Iteration 2F: 3 clusters Score -138028.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -138103.453125 Penalty: 2389.126465
	Iteration 3F: 3 clusters Score -138103.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -138151.562500 Penalty: 2389.126465
	Iteration 4Q: 3 clusters Score -138151.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138191.078125 Penalty: 2389.126465
	Iteration 5Q: 3 clusters Score -138191.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -138232.515625 Penalty: 2389.126465
	Iteration 6Q: 3 clusters Score -138232.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -138270.343750 Penalty: 2389.126465
	Iteration 7Q: 3 clusters Score -138270.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -138298.937500 Penalty: 2389.126465
	Iteration 8Q: 3 clusters Score -138298.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -138328.906250 Penalty: 2389.126465
	Iteration 9Q: 3 clusters Score -138328.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -138364.812500 Penalty: 2389.126465
	Iteration 10Q: 3 clusters Score -138364.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -138404.140625 Penalty: 2389.126465
	Iteration 11Q: 3 clusters Score -138404.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -138438.625000 Penalty: 2389.126465
	Iteration 12Q: 3 clusters Score -138438.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -138469.875000 Penalty: 2389.126465
	Iteration 13Q: 3 clusters Score -138469.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -138510.296875 Penalty: 2389.126465
	Iteration 14Q: 3 clusters Score -138510.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -138543.843750 Penalty: 2389.126465
	Iteration 15Q: 3 clusters Score -138543.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -138591.375000 Penalty: 2389.126465
	Iteration 16Q: 3 clusters Score -138591.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -138652.234375 Penalty: 2389.126465
	Iteration 17Q: 3 clusters Score -138652.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -138755.031250 Penalty: 2389.126465
	Iteration 18Q: 3 clusters Score -138755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138851.500000 Penalty: 2389.126465
	Iteration 19Q: 3 clusters Score -138851.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138947.515625 Penalty: 2389.126465
	Iteration 20F: 3 clusters Score -138947.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -139064.234375 Penalty: 2389.126465
	Iteration 21Q: 3 clusters Score -139064.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -139148.062500 Penalty: 2389.126465
	Iteration 22Q: 3 clusters Score -139148.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -139219.171875 Penalty: 2389.126465
	Iteration 23Q: 3 clusters Score -139219.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -139289.187500 Penalty: 2389.126465
	Iteration 24Q: 3 clusters Score -139289.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139378.453125 Penalty: 2389.126465
	Iteration 25Q: 3 clusters Score -139378.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -139439.093750 Penalty: 2389.126465
	Iteration 26Q: 3 clusters Score -139439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139455.609375 Penalty: 2389.126465
	Iteration 27Q: 3 clusters Score -139455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139462.578125 Penalty: 2389.126465
	Iteration 28Q: 3 clusters Score -139462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139466.390625 Penalty: 2389.126465
	Iteration 29Q: 3 clusters Score -139466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -139471.390625 Penalty: 2389.126465
	Iteration 30Q: 3 clusters Score -139471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139471.968750 Penalty: 2389.126465
	Iteration 31Q: 3 clusters Score -139472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139471.968750 Penalty: 2389.126465
	Iteration 32F: 3 clusters Score -139472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35311 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 28686 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38869 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30523 members 
Mstep: Class 37 contains 21865 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 32245 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31320 members 
Mstep: Class 44 contains 4837 members 
Mstep: Class 45 contains 7572 members 
Mstep: Class 46 contains 667 members 
Entering Unmasked Estep 
Score: -49777540.000000 Penalty: 98713.132812
Splitting cluster 17 changes total score from -49778088.000000 to -49777540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (28686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Entering Unmasked Estep 
Score: -2816982.250000 Penalty: 1667.926758
	Iteration 0F: 2 clusters Score -2816982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2799111.750000 Penalty: 3335.853516
	Iteration 0F: 3 clusters Score -2799112 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2806143.750000 Penalty: 3335.853516
	Iteration 1F: 3 clusters Score -2806144 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2806452.000000 Penalty: 3335.853516
	Iteration 2Q: 3 clusters Score -2806452 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2806697.000000 Penalty: 3335.853516
	Iteration 3Q: 3 clusters Score -2806697 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2806953.000000 Penalty: 3335.853516
	Iteration 4Q: 3 clusters Score -2806953 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2807251.500000 Penalty: 3335.853516
	Iteration 5Q: 3 clusters Score -2807252 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2807679.500000 Penalty: 3335.853516
	Iteration 6Q: 3 clusters Score -2807680 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2808366.750000 Penalty: 3335.853516
	Iteration 7Q: 3 clusters Score -2808367 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2809494.500000 Penalty: 3335.853516
	Iteration 8F: 3 clusters Score -2809494 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2810902.000000 Penalty: 3335.853516
	Iteration 9F: 3 clusters Score -2810902 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2812518.500000 Penalty: 3335.853516
	Iteration 10F: 3 clusters Score -2812518 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2813759.750000 Penalty: 3335.853516
	Iteration 11F: 3 clusters Score -2813760 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2814617.750000 Penalty: 3335.853516
	Iteration 12Q: 3 clusters Score -2814618 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2815012.000000 Penalty: 3335.853516
	Iteration 13Q: 3 clusters Score -2815012 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -2815237.000000 Penalty: 3335.853516
	Iteration 14Q: 3 clusters Score -2815237 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -2815444.500000 Penalty: 3335.853516
	Iteration 15Q: 3 clusters Score -2815444 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -2815555.500000 Penalty: 3335.853516
	Iteration 16Q: 3 clusters Score -2815556 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -2815596.000000 Penalty: 3335.853516
	Iteration 17Q: 3 clusters Score -2815596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -2815613.000000 Penalty: 3335.853516
	Iteration 18Q: 3 clusters Score -2815613 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -2815617.250000 Penalty: 3335.853516
	Iteration 19Q: 3 clusters Score -2815617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2815618.750000 Penalty: 3335.853516
	Iteration 20F: 3 clusters Score -2815619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -2815620.250000 Penalty: 3335.853516
	Iteration 21Q: 3 clusters Score -2815620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -2815624.250000 Penalty: 3335.853516
	Iteration 22Q: 3 clusters Score -2815624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -2815631.500000 Penalty: 3335.853516
	Iteration 23Q: 3 clusters Score -2815632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -2815635.500000 Penalty: 3335.853516
	Iteration 24Q: 3 clusters Score -2815636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -2815632.250000 Penalty: 3335.853516
	Iteration 25Q: 3 clusters Score -2815632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -2815630.750000 Penalty: 3335.853516
	Iteration 26Q: 3 clusters Score -2815631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -2815635.000000 Penalty: 3335.853516
	Iteration 27Q: 3 clusters Score -2815635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -2815637.000000 Penalty: 3335.853516
	Iteration 28Q: 3 clusters Score -2815637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -2815640.750000 Penalty: 3335.853516
	Iteration 29Q: 3 clusters Score -2815641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -2815640.750000 Penalty: 3335.853516
	Iteration 30F: 3 clusters Score -2815641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -171466.796875 Penalty: 1227.067871
	Iteration 0F: 2 clusters Score -171466.8 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 958 members 
Entering Unmasked Estep 
Score: -169464.500000 Penalty: 2454.135742
	Iteration 0F: 3 clusters Score -169464.5 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -170058.093750 Penalty: 2454.135742
	Iteration 1F: 3 clusters Score -170058.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -170402.156250 Penalty: 2454.135742
	Iteration 2F: 3 clusters Score -170402.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -170714.531250 Penalty: 2454.135742
	Iteration 3F: 3 clusters Score -170714.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170975.062500 Penalty: 2454.135742
	Iteration 4F: 3 clusters Score -170975.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -171156.703125 Penalty: 2454.135742
	Iteration 5F: 3 clusters Score -171156.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -171264.437500 Penalty: 2454.135742
	Iteration 6Q: 3 clusters Score -171264.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -171314.640625 Penalty: 2454.135742
	Iteration 7Q: 3 clusters Score -171314.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -171363.140625 Penalty: 2454.135742
	Iteration 8Q: 3 clusters Score -171363.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -171432.062500 Penalty: 2454.135742
	Iteration 9Q: 3 clusters Score -171432.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -171534.843750 Penalty: 2454.135742
	Iteration 10Q: 3 clusters Score -171534.8 nChanged 37
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: -171611.453125 Penalty: 2454.135742
	Iteration 11Q: 3 clusters Score -171611.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -171639.156250 Penalty: 2454.135742
	Iteration 12Q: 3 clusters Score -171639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -171643.359375 Penalty: 2454.135742
	Iteration 13Q: 3 clusters Score -171643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -171652.750000 Penalty: 2454.135742
	Iteration 14Q: 3 clusters Score -171652.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -171657.750000 Penalty: 2454.135742
	Iteration 15Q: 3 clusters Score -171657.8 nChanged 4
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: -171659.218750 Penalty: 2454.135742
	Iteration 16Q: 3 clusters Score -171659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -171659.921875 Penalty: 2454.135742
	Iteration 17Q: 3 clusters Score -171659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -171659.921875 Penalty: 2454.135742
	Iteration 18F: 3 clusters Score -171659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35311 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28686 members 
Mstep: Class 19 contains 818 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38869 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30523 members 
Mstep: Class 37 contains 21865 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 32245 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31320 members 
Mstep: Class 44 contains 4837 members 
Mstep: Class 45 contains 7572 members 
Mstep: Class 46 contains 1085 members 
Entering Unmasked Estep 
Score: -49777528.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49778088.000000 to -49777528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -511731.500000 Penalty: 1415.127075
	Iteration 0F: 2 clusters Score -511731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -507080.500000 Penalty: 2830.254150
	Iteration 0F: 3 clusters Score -507080.5 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -508537.093750 Penalty: 2830.254150
	Iteration 1F: 3 clusters Score -508537.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -508766.968750 Penalty: 2830.254150
	Iteration 2F: 3 clusters Score -508767 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -508979.343750 Penalty: 2830.254150
	Iteration 3F: 3 clusters Score -508979.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -509236.125000 Penalty: 2830.254150
	Iteration 4F: 3 clusters Score -509236.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -509493.250000 Penalty: 2830.254150
	Iteration 5F: 3 clusters Score -509493.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -509715.187500 Penalty: 2830.254150
	Iteration 6F: 3 clusters Score -509715.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -509888.031250 Penalty: 2830.254150
	Iteration 7Q: 3 clusters Score -509888 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -510053.218750 Penalty: 2830.254150
	Iteration 8Q: 3 clusters Score -510053.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -510161.250000 Penalty: 2830.254150
	Iteration 9Q: 3 clusters Score -510161.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -510242.906250 Penalty: 2830.254150
	Iteration 10Q: 3 clusters Score -510242.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -510337.281250 Penalty: 2830.254150
	Iteration 11Q: 3 clusters Score -510337.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -510433.531250 Penalty: 2830.254150
	Iteration 12Q: 3 clusters Score -510433.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -510505.031250 Penalty: 2830.254150
	Iteration 13Q: 3 clusters Score -510505 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -510551.656250 Penalty: 2830.254150
	Iteration 14Q: 3 clusters Score -510551.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -510597.250000 Penalty: 2830.254150
	Iteration 15Q: 3 clusters Score -510597.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -510634.687500 Penalty: 2830.254150
	Iteration 16Q: 3 clusters Score -510634.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -510659.250000 Penalty: 2830.254150
	Iteration 17Q: 3 clusters Score -510659.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -510678.093750 Penalty: 2830.254150
	Iteration 18Q: 3 clusters Score -510678.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -510690.406250 Penalty: 2830.254150
	Iteration 19Q: 3 clusters Score -510690.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -510698.343750 Penalty: 2830.254150
	Iteration 20F: 3 clusters Score -510698.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -510703.937500 Penalty: 2830.254150
	Iteration 21Q: 3 clusters Score -510703.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -510705.875000 Penalty: 2830.254150
	Iteration 22Q: 3 clusters Score -510705.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -510711.000000 Penalty: 2830.254150
	Iteration 23Q: 3 clusters Score -510711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -510714.843750 Penalty: 2830.254150
	Iteration 24Q: 3 clusters Score -510714.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -510717.125000 Penalty: 2830.254150
	Iteration 25Q: 3 clusters Score -510717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -510719.531250 Penalty: 2830.254150
	Iteration 26Q: 3 clusters Score -510719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -510719.062500 Penalty: 2830.254150
	Iteration 27Q: 3 clusters Score -510719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -510720.531250 Penalty: 2830.254150
	Iteration 28Q: 3 clusters Score -510720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -510721.375000 Penalty: 2830.254150
	Iteration 29Q: 3 clusters Score -510721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -510723.125000 Penalty: 2830.254150
	Iteration 30Q: 3 clusters Score -510723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -510723.781250 Penalty: 2830.254150
	Iteration 31Q: 3 clusters Score -510723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -510724.968750 Penalty: 2830.254150
	Iteration 32Q: 3 clusters Score -510725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -510725.250000 Penalty: 2830.254150
	Iteration 33Q: 3 clusters Score -510725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -510726.156250 Penalty: 2830.254150
	Iteration 34Q: 3 clusters Score -510726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -510727.718750 Penalty: 2830.254150
	Iteration 35Q: 3 clusters Score -510727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -510727.718750 Penalty: 2830.254150
	Iteration 36F: 3 clusters Score -510727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Entering Unmasked Estep 
Score: -566680.937500 Penalty: 1415.341675
	Iteration 0F: 2 clusters Score -566680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -562039.000000 Penalty: 2830.683350
	Iteration 0F: 3 clusters Score -562039 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -563275.500000 Penalty: 2830.683350
	Iteration 1F: 3 clusters Score -563275.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -563503.250000 Penalty: 2830.683350
	Iteration 2F: 3 clusters Score -563503.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -563667.625000 Penalty: 2830.683350
	Iteration 3F: 3 clusters Score -563667.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -563791.937500 Penalty: 2830.683350
	Iteration 4Q: 3 clusters Score -563791.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -563873.187500 Penalty: 2830.683350
	Iteration 5Q: 3 clusters Score -563873.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -563952.812500 Penalty: 2830.683350
	Iteration 6Q: 3 clusters Score -563952.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -564032.500000 Penalty: 2830.683350
	Iteration 7Q: 3 clusters Score -564032.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -564123.125000 Penalty: 2830.683350
	Iteration 8Q: 3 clusters Score -564123.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -564225.875000 Penalty: 2830.683350
	Iteration 9Q: 3 clusters Score -564225.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -564344.937500 Penalty: 2830.683350
	Iteration 10Q: 3 clusters Score -564344.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -564491.625000 Penalty: 2830.683350
	Iteration 11Q: 3 clusters Score -564491.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -564626.625000 Penalty: 2830.683350
	Iteration 12Q: 3 clusters Score -564626.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -564746.875000 Penalty: 2830.683350
	Iteration 13Q: 3 clusters Score -564746.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -564865.125000 Penalty: 2830.683350
	Iteration 14Q: 3 clusters Score -564865.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -564971.500000 Penalty: 2830.683350
	Iteration 15Q: 3 clusters Score -564971.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -565080.937500 Penalty: 2830.683350
	Iteration 16Q: 3 clusters Score -565080.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -565201.187500 Penalty: 2830.683350
	Iteration 17Q: 3 clusters Score -565201.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -565299.875000 Penalty: 2830.683350
	Iteration 18Q: 3 clusters Score -565299.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -565388.375000 Penalty: 2830.683350
	Iteration 19Q: 3 clusters Score -565388.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -565461.312500 Penalty: 2830.683350
	Iteration 20F: 3 clusters Score -565461.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -565531.000000 Penalty: 2830.683350
	Iteration 21Q: 3 clusters Score -565531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -565581.250000 Penalty: 2830.683350
	Iteration 22Q: 3 clusters Score -565581.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -565611.187500 Penalty: 2830.683350
	Iteration 23Q: 3 clusters Score -565611.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -565635.500000 Penalty: 2830.683350
	Iteration 24Q: 3 clusters Score -565635.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -565662.375000 Penalty: 2830.683350
	Iteration 25Q: 3 clusters Score -565662.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -565682.812500 Penalty: 2830.683350
	Iteration 26Q: 3 clusters Score -565682.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -565698.687500 Penalty: 2830.683350
	Iteration 27Q: 3 clusters Score -565698.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -565713.750000 Penalty: 2830.683350
	Iteration 28Q: 3 clusters Score -565713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -565726.375000 Penalty: 2830.683350
	Iteration 29Q: 3 clusters Score -565726.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -565736.500000 Penalty: 2830.683350
	Iteration 30Q: 3 clusters Score -565736.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -565744.750000 Penalty: 2830.683350
	Iteration 31Q: 3 clusters Score -565744.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -565749.812500 Penalty: 2830.683350
	Iteration 32Q: 3 clusters Score -565749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -565753.312500 Penalty: 2830.683350
	Iteration 33Q: 3 clusters Score -565753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -565755.687500 Penalty: 2830.683350
	Iteration 34Q: 3 clusters Score -565755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -565757.187500 Penalty: 2830.683350
	Iteration 35Q: 3 clusters Score -565757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -565756.875000 Penalty: 2830.683350
	Iteration 36Q: 3 clusters Score -565756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -565756.750000 Penalty: 2830.683350
	Iteration 37Q: 3 clusters Score -565756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -565757.750000 Penalty: 2830.683350
	Iteration 38Q: 3 clusters Score -565757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -565756.937500 Penalty: 2830.683350
	Iteration 39Q: 3 clusters Score -565756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -565756.937500 Penalty: 2830.683350
	Iteration 40F: 3 clusters Score -565756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -438355.937500 Penalty: 1379.896484
	Iteration 0F: 2 clusters Score -438355.9 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 2442 members 
Entering Unmasked Estep 
Score: -434477.750000 Penalty: 2759.792969
	Iteration 0F: 3 clusters Score -434477.8 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -435633.718750 Penalty: 2759.792969
	Iteration 1F: 3 clusters Score -435633.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -435869.781250 Penalty: 2759.792969
	Iteration 2F: 3 clusters Score -435869.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -436047.062500 Penalty: 2759.792969
	Iteration 3F: 3 clusters Score -436047.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -436190.437500 Penalty: 2759.792969
	Iteration 4Q: 3 clusters Score -436190.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -436364.187500 Penalty: 2759.792969
	Iteration 5Q: 3 clusters Score -436364.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -436547.125000 Penalty: 2759.792969
	Iteration 6Q: 3 clusters Score -436547.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -436712.687500 Penalty: 2759.792969
	Iteration 7Q: 3 clusters Score -436712.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -436843.062500 Penalty: 2759.792969
	Iteration 8Q: 3 clusters Score -436843.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -436957.562500 Penalty: 2759.792969
	Iteration 9Q: 3 clusters Score -436957.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -437023.781250 Penalty: 2759.792969
	Iteration 10Q: 3 clusters Score -437023.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -437081.843750 Penalty: 2759.792969
	Iteration 11Q: 3 clusters Score -437081.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -437126.250000 Penalty: 2759.792969
	Iteration 12Q: 3 clusters Score -437126.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -437162.187500 Penalty: 2759.792969
	Iteration 13Q: 3 clusters Score -437162.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -437183.812500 Penalty: 2759.792969
	Iteration 14Q: 3 clusters Score -437183.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -437200.000000 Penalty: 2759.792969
	Iteration 15Q: 3 clusters Score -437200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -437215.906250 Penalty: 2759.792969
	Iteration 16Q: 3 clusters Score -437215.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -437229.343750 Penalty: 2759.792969
	Iteration 17Q: 3 clusters Score -437229.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -437245.375000 Penalty: 2759.792969
	Iteration 18Q: 3 clusters Score -437245.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -437256.031250 Penalty: 2759.792969
	Iteration 19Q: 3 clusters Score -437256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -437267.937500 Penalty: 2759.792969
	Iteration 20F: 3 clusters Score -437267.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -437280.718750 Penalty: 2759.792969
	Iteration 21Q: 3 clusters Score -437280.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -437292.375000 Penalty: 2759.792969
	Iteration 22Q: 3 clusters Score -437292.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -437303.500000 Penalty: 2759.792969
	Iteration 23Q: 3 clusters Score -437303.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -437319.687500 Penalty: 2759.792969
	Iteration 24Q: 3 clusters Score -437319.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -437338.343750 Penalty: 2759.792969
	Iteration 25Q: 3 clusters Score -437338.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -437352.406250 Penalty: 2759.792969
	Iteration 26Q: 3 clusters Score -437352.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -437366.406250 Penalty: 2759.792969
	Iteration 27Q: 3 clusters Score -437366.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -437375.062500 Penalty: 2759.792969
	Iteration 28Q: 3 clusters Score -437375.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -437382.718750 Penalty: 2759.792969
	Iteration 29Q: 3 clusters Score -437382.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -437391.937500 Penalty: 2759.792969
	Iteration 30Q: 3 clusters Score -437391.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -437399.656250 Penalty: 2759.792969
	Iteration 31Q: 3 clusters Score -437399.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -437406.937500 Penalty: 2759.792969
	Iteration 32Q: 3 clusters Score -437406.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -437413.875000 Penalty: 2759.792969
	Iteration 33Q: 3 clusters Score -437413.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -437423.031250 Penalty: 2759.792969
	Iteration 34Q: 3 clusters Score -437423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -437429.500000 Penalty: 2759.792969
	Iteration 35Q: 3 clusters Score -437429.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -437437.000000 Penalty: 2759.792969
	Iteration 36Q: 3 clusters Score -437437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -437444.281250 Penalty: 2759.792969
	Iteration 37Q: 3 clusters Score -437444.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -437451.625000 Penalty: 2759.792969
	Iteration 38Q: 3 clusters Score -437451.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -437458.062500 Penalty: 2759.792969
	Iteration 39Q: 3 clusters Score -437458.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -437465.250000 Penalty: 2759.792969
	Iteration 40F: 3 clusters Score -437465.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -437472.468750 Penalty: 2759.792969
	Iteration 41Q: 3 clusters Score -437472.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -437478.031250 Penalty: 2759.792969
	Iteration 42Q: 3 clusters Score -437478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -437486.218750 Penalty: 2759.792969
	Iteration 43Q: 3 clusters Score -437486.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -437494.343750 Penalty: 2759.792969
	Iteration 44Q: 3 clusters Score -437494.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -437498.187500 Penalty: 2759.792969
	Iteration 45Q: 3 clusters Score -437498.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -437503.218750 Penalty: 2759.792969
	Iteration 46Q: 3 clusters Score -437503.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -437509.468750 Penalty: 2759.792969
	Iteration 47Q: 3 clusters Score -437509.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -437513.875000 Penalty: 2759.792969
	Iteration 48Q: 3 clusters Score -437513.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -437516.937500 Penalty: 2759.792969
	Iteration 49Q: 3 clusters Score -437516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -437518.718750 Penalty: 2759.792969
	Iteration 50Q: 3 clusters Score -437518.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -437523.000000 Penalty: 2759.792969
	Iteration 51Q: 3 clusters Score -437523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -437523.906250 Penalty: 2759.792969
	Iteration 52Q: 3 clusters Score -437523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -437526.312500 Penalty: 2759.792969
	Iteration 53Q: 3 clusters Score -437526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -437527.812500 Penalty: 2759.792969
	Iteration 54Q: 3 clusters Score -437527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -437527.906250 Penalty: 2759.792969
	Iteration 55Q: 3 clusters Score -437527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -437528.812500 Penalty: 2759.792969
	Iteration 56Q: 3 clusters Score -437528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -437530.812500 Penalty: 2759.792969
	Iteration 57Q: 3 clusters Score -437530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -437531.031250 Penalty: 2759.792969
	Iteration 58Q: 3 clusters Score -437531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -437532.843750 Penalty: 2759.792969
	Iteration 59Q: 3 clusters Score -437532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -437534.437500 Penalty: 2759.792969
	Iteration 60F: 3 clusters Score -437534.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -437536.406250 Penalty: 2759.792969
	Iteration 61Q: 3 clusters Score -437536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -437538.687500 Penalty: 2759.792969
	Iteration 62Q: 3 clusters Score -437538.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -437539.437500 Penalty: 2759.792969
	Iteration 63Q: 3 clusters Score -437539.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -437539.156250 Penalty: 2759.792969
	Iteration 64Q: 3 clusters Score -437539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -437540.812500 Penalty: 2759.792969
	Iteration 65Q: 3 clusters Score -437540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -437541.218750 Penalty: 2759.792969
	Iteration 66Q: 3 clusters Score -437541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -437541.375000 Penalty: 2759.792969
	Iteration 67Q: 3 clusters Score -437541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -437541.375000 Penalty: 2759.792969
	Iteration 68F: 3 clusters Score -437541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Entering Unmasked Estep 
Score: -611232.437500 Penalty: 1430.995239
	Iteration 0F: 2 clusters Score -611232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -606189.500000 Penalty: 2861.990479
	Iteration 0F: 3 clusters Score -606189.5 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -607756.312500 Penalty: 2861.990479
	Iteration 1F: 3 clusters Score -607756.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -608009.500000 Penalty: 2861.990479
	Iteration 2F: 3 clusters Score -608009.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -608175.375000 Penalty: 2861.990479
	Iteration 3F: 3 clusters Score -608175.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -608299.875000 Penalty: 2861.990479
	Iteration 4Q: 3 clusters Score -608299.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -608425.250000 Penalty: 2861.990479
	Iteration 5Q: 3 clusters Score -608425.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -608557.562500 Penalty: 2861.990479
	Iteration 6Q: 3 clusters Score -608557.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -608703.750000 Penalty: 2861.990479
	Iteration 7Q: 3 clusters Score -608703.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -608879.125000 Penalty: 2861.990479
	Iteration 8Q: 3 clusters Score -608879.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -608999.625000 Penalty: 2861.990479
	Iteration 9Q: 3 clusters Score -608999.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -609119.000000 Penalty: 2861.990479
	Iteration 10Q: 3 clusters Score -609119 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -609242.375000 Penalty: 2861.990479
	Iteration 11Q: 3 clusters Score -609242.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -609345.000000 Penalty: 2861.990479
	Iteration 12Q: 3 clusters Score -609345 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -609449.875000 Penalty: 2861.990479
	Iteration 13Q: 3 clusters Score -609449.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -609538.312500 Penalty: 2861.990479
	Iteration 14Q: 3 clusters Score -609538.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -609636.937500 Penalty: 2861.990479
	Iteration 15Q: 3 clusters Score -609636.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -609736.437500 Penalty: 2861.990479
	Iteration 16Q: 3 clusters Score -609736.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -609834.187500 Penalty: 2861.990479
	Iteration 17Q: 3 clusters Score -609834.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -609930.812500 Penalty: 2861.990479
	Iteration 18Q: 3 clusters Score -609930.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -610005.562500 Penalty: 2861.990479
	Iteration 19Q: 3 clusters Score -610005.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -610073.687500 Penalty: 2861.990479
	Iteration 20F: 3 clusters Score -610073.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -610127.062500 Penalty: 2861.990479
	Iteration 21Q: 3 clusters Score -610127.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -610169.937500 Penalty: 2861.990479
	Iteration 22Q: 3 clusters Score -610169.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -610209.250000 Penalty: 2861.990479
	Iteration 23Q: 3 clusters Score -610209.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -610242.437500 Penalty: 2861.990479
	Iteration 24Q: 3 clusters Score -610242.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -610263.687500 Penalty: 2861.990479
	Iteration 25Q: 3 clusters Score -610263.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -610281.562500 Penalty: 2861.990479
	Iteration 26Q: 3 clusters Score -610281.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -610289.687500 Penalty: 2861.990479
	Iteration 27Q: 3 clusters Score -610289.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -610295.375000 Penalty: 2861.990479
	Iteration 28Q: 3 clusters Score -610295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -610298.062500 Penalty: 2861.990479
	Iteration 29Q: 3 clusters Score -610298.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -610303.750000 Penalty: 2861.990479
	Iteration 30Q: 3 clusters Score -610303.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -610309.062500 Penalty: 2861.990479
	Iteration 31Q: 3 clusters Score -610309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -610314.125000 Penalty: 2861.990479
	Iteration 32Q: 3 clusters Score -610314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -610317.625000 Penalty: 2861.990479
	Iteration 33Q: 3 clusters Score -610317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -610319.187500 Penalty: 2861.990479
	Iteration 34Q: 3 clusters Score -610319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -610319.687500 Penalty: 2861.990479
	Iteration 35Q: 3 clusters Score -610319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -610322.000000 Penalty: 2861.990479
	Iteration 36Q: 3 clusters Score -610322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -610322.062500 Penalty: 2861.990479
	Iteration 37Q: 3 clusters Score -610322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -610322.500000 Penalty: 2861.990479
	Iteration 38Q: 3 clusters Score -610322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -610325.187500 Penalty: 2861.990479
	Iteration 39Q: 3 clusters Score -610325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -610326.125000 Penalty: 2861.990479
	Iteration 40F: 3 clusters Score -610326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -610325.750000 Penalty: 2861.990479
	Iteration 41Q: 3 clusters Score -610325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -610326.875000 Penalty: 2861.990479
	Iteration 42Q: 3 clusters Score -610326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -610327.562500 Penalty: 2861.990479
	Iteration 43Q: 3 clusters Score -610327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -610329.500000 Penalty: 2861.990479
	Iteration 44Q: 3 clusters Score -610329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -610331.250000 Penalty: 2861.990479
	Iteration 45Q: 3 clusters Score -610331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -610333.187500 Penalty: 2861.990479
	Iteration 46Q: 3 clusters Score -610333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -610333.625000 Penalty: 2861.990479
	Iteration 47Q: 3 clusters Score -610333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -610336.375000 Penalty: 2861.990479
	Iteration 48Q: 3 clusters Score -610336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -610339.250000 Penalty: 2861.990479
	Iteration 49Q: 3 clusters Score -610339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -610341.187500 Penalty: 2861.990479
	Iteration 50Q: 3 clusters Score -610341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -610342.437500 Penalty: 2861.990479
	Iteration 51Q: 3 clusters Score -610342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -610343.062500 Penalty: 2861.990479
	Iteration 52Q: 3 clusters Score -610343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -610344.875000 Penalty: 2861.990479
	Iteration 53Q: 3 clusters Score -610344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -610346.125000 Penalty: 2861.990479
	Iteration 54Q: 3 clusters Score -610346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -610347.312500 Penalty: 2861.990479
	Iteration 55Q: 3 clusters Score -610347.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -610348.687500 Penalty: 2861.990479
	Iteration 56Q: 3 clusters Score -610348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -610349.375000 Penalty: 2861.990479
	Iteration 57Q: 3 clusters Score -610349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -610350.687500 Penalty: 2861.990479
	Iteration 58Q: 3 clusters Score -610350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -610351.000000 Penalty: 2861.990479
	Iteration 59Q: 3 clusters Score -610351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -610351.375000 Penalty: 2861.990479
	Iteration 60F: 3 clusters Score -610351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -610352.125000 Penalty: 2861.990479
	Iteration 61Q: 3 clusters Score -610352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -610353.500000 Penalty: 2861.990479
	Iteration 62Q: 3 clusters Score -610353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -610353.750000 Penalty: 2861.990479
	Iteration 63Q: 3 clusters Score -610353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -610353.750000 Penalty: 2861.990479
	Iteration 64F: 3 clusters Score -610353.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Entering Unmasked Estep 
Score: -1208055.500000 Penalty: 1532.342041
	Iteration 0F: 2 clusters Score -1208056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1199203.125000 Penalty: 3064.684082
	Iteration 0F: 3 clusters Score -1199203 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1202231.375000 Penalty: 3064.684082
	Iteration 1F: 3 clusters Score -1202231 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1202508.375000 Penalty: 3064.684082
	Iteration 2F: 3 clusters Score -1202508 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1202710.875000 Penalty: 3064.684082
	Iteration 3Q: 3 clusters Score -1202711 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1202882.375000 Penalty: 3064.684082
	Iteration 4Q: 3 clusters Score -1202882 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1203063.625000 Penalty: 3064.684082
	Iteration 5Q: 3 clusters Score -1203064 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1203223.375000 Penalty: 3064.684082
	Iteration 6Q: 3 clusters Score -1203223 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1203378.625000 Penalty: 3064.684082
	Iteration 7Q: 3 clusters Score -1203379 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1203543.000000 Penalty: 3064.684082
	Iteration 8Q: 3 clusters Score -1203543 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1203707.625000 Penalty: 3064.684082
	Iteration 9Q: 3 clusters Score -1203708 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1203879.500000 Penalty: 3064.684082
	Iteration 10Q: 3 clusters Score -1203880 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1204084.125000 Penalty: 3064.684082
	Iteration 11Q: 3 clusters Score -1204084 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1204298.000000 Penalty: 3064.684082
	Iteration 12Q: 3 clusters Score -1204298 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1204530.625000 Penalty: 3064.684082
	Iteration 13Q: 3 clusters Score -1204531 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1204781.000000 Penalty: 3064.684082
	Iteration 14Q: 3 clusters Score -1204781 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1205004.750000 Penalty: 3064.684082
	Iteration 15Q: 3 clusters Score -1205005 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1205166.250000 Penalty: 3064.684082
	Iteration 16Q: 3 clusters Score -1205166 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1205243.500000 Penalty: 3064.684082
	Iteration 17Q: 3 clusters Score -1205244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1205292.375000 Penalty: 3064.684082
	Iteration 18Q: 3 clusters Score -1205292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1205328.000000 Penalty: 3064.684082
	Iteration 19Q: 3 clusters Score -1205328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1205354.250000 Penalty: 3064.684082
	Iteration 20F: 3 clusters Score -1205354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1205373.375000 Penalty: 3064.684082
	Iteration 21Q: 3 clusters Score -1205373 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1205386.375000 Penalty: 3064.684082
	Iteration 22Q: 3 clusters Score -1205386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1205398.875000 Penalty: 3064.684082
	Iteration 23Q: 3 clusters Score -1205399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1205404.625000 Penalty: 3064.684082
	Iteration 24Q: 3 clusters Score -1205405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1205414.750000 Penalty: 3064.684082
	Iteration 25Q: 3 clusters Score -1205415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1205428.000000 Penalty: 3064.684082
	Iteration 26Q: 3 clusters Score -1205428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1205430.500000 Penalty: 3064.684082
	Iteration 27Q: 3 clusters Score -1205430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1205438.625000 Penalty: 3064.684082
	Iteration 28Q: 3 clusters Score -1205439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1205445.250000 Penalty: 3064.684082
	Iteration 29Q: 3 clusters Score -1205445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1205454.125000 Penalty: 3064.684082
	Iteration 30Q: 3 clusters Score -1205454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1205464.500000 Penalty: 3064.684082
	Iteration 31Q: 3 clusters Score -1205464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1205471.375000 Penalty: 3064.684082
	Iteration 32Q: 3 clusters Score -1205471 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1205487.000000 Penalty: 3064.684082
	Iteration 33Q: 3 clusters Score -1205487 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1205497.250000 Penalty: 3064.684082
	Iteration 34Q: 3 clusters Score -1205497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1205510.625000 Penalty: 3064.684082
	Iteration 35Q: 3 clusters Score -1205511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1205521.375000 Penalty: 3064.684082
	Iteration 36Q: 3 clusters Score -1205521 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1205541.750000 Penalty: 3064.684082
	Iteration 37Q: 3 clusters Score -1205542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1205550.375000 Penalty: 3064.684082
	Iteration 38Q: 3 clusters Score -1205550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1205566.125000 Penalty: 3064.684082
	Iteration 39Q: 3 clusters Score -1205566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1205580.250000 Penalty: 3064.684082
	Iteration 40F: 3 clusters Score -1205580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1205595.250000 Penalty: 3064.684082
	Iteration 41Q: 3 clusters Score -1205595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1205620.000000 Penalty: 3064.684082
	Iteration 42Q: 3 clusters Score -1205620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1205646.250000 Penalty: 3064.684082
	Iteration 43Q: 3 clusters Score -1205646 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1205667.000000 Penalty: 3064.684082
	Iteration 44Q: 3 clusters Score -1205667 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1205686.375000 Penalty: 3064.684082
	Iteration 45Q: 3 clusters Score -1205686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1205708.875000 Penalty: 3064.684082
	Iteration 46Q: 3 clusters Score -1205709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1205727.375000 Penalty: 3064.684082
	Iteration 47Q: 3 clusters Score -1205727 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1205749.500000 Penalty: 3064.684082
	Iteration 48Q: 3 clusters Score -1205750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1205772.625000 Penalty: 3064.684082
	Iteration 49Q: 3 clusters Score -1205773 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1205803.875000 Penalty: 3064.684082
	Iteration 50Q: 3 clusters Score -1205804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1205843.625000 Penalty: 3064.684082
	Iteration 51Q: 3 clusters Score -1205844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1205891.625000 Penalty: 3064.684082
	Iteration 52Q: 3 clusters Score -1205892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1205940.625000 Penalty: 3064.684082
	Iteration 53Q: 3 clusters Score -1205941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1205995.000000 Penalty: 3064.684082
	Iteration 54Q: 3 clusters Score -1205995 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1206058.500000 Penalty: 3064.684082
	Iteration 55Q: 3 clusters Score -1206058 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1206119.000000 Penalty: 3064.684082
	Iteration 56Q: 3 clusters Score -1206119 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1206183.000000 Penalty: 3064.684082
	Iteration 57Q: 3 clusters Score -1206183 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1206240.875000 Penalty: 3064.684082
	Iteration 58Q: 3 clusters Score -1206241 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1206308.125000 Penalty: 3064.684082
	Iteration 59Q: 3 clusters Score -1206308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1206383.125000 Penalty: 3064.684082
	Iteration 60F: 3 clusters Score -1206383 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1206436.375000 Penalty: 3064.684082
	Iteration 61Q: 3 clusters Score -1206436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1206482.875000 Penalty: 3064.684082
	Iteration 62Q: 3 clusters Score -1206483 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1206520.125000 Penalty: 3064.684082
	Iteration 63Q: 3 clusters Score -1206520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1206549.125000 Penalty: 3064.684082
	Iteration 64Q: 3 clusters Score -1206549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1206566.875000 Penalty: 3064.684082
	Iteration 65Q: 3 clusters Score -1206567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1206579.250000 Penalty: 3064.684082
	Iteration 66Q: 3 clusters Score -1206579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1206589.125000 Penalty: 3064.684082
	Iteration 67Q: 3 clusters Score -1206589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1206595.250000 Penalty: 3064.684082
	Iteration 68Q: 3 clusters Score -1206595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1206602.625000 Penalty: 3064.684082
	Iteration 69Q: 3 clusters Score -1206603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1206606.375000 Penalty: 3064.684082
	Iteration 70Q: 3 clusters Score -1206606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1206606.875000 Penalty: 3064.684082
	Iteration 71Q: 3 clusters Score -1206607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1206609.625000 Penalty: 3064.684082
	Iteration 72Q: 3 clusters Score -1206610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1206609.875000 Penalty: 3064.684082
	Iteration 73Q: 3 clusters Score -1206610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1206611.000000 Penalty: 3064.684082
	Iteration 74Q: 3 clusters Score -1206611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1206611.500000 Penalty: 3064.684082
	Iteration 75Q: 3 clusters Score -1206612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1206612.500000 Penalty: 3064.684082
	Iteration 76Q: 3 clusters Score -1206612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1206613.875000 Penalty: 3064.684082
	Iteration 77Q: 3 clusters Score -1206614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1206614.625000 Penalty: 3064.684082
	Iteration 78Q: 3 clusters Score -1206615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1206616.625000 Penalty: 3064.684082
	Iteration 79Q: 3 clusters Score -1206617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1206614.875000 Penalty: 3064.684082
	Iteration 80F: 3 clusters Score -1206615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1206615.500000 Penalty: 3064.684082
	Iteration 81Q: 3 clusters Score -1206616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1206613.375000 Penalty: 3064.684082
	Iteration 82Q: 3 clusters Score -1206613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1206613.750000 Penalty: 3064.684082
	Iteration 83Q: 3 clusters Score -1206614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1206614.125000 Penalty: 3064.684082
	Iteration 84Q: 3 clusters Score -1206614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1206614.000000 Penalty: 3064.684082
	Iteration 85Q: 3 clusters Score -1206614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1206614.375000 Penalty: 3064.684082
	Iteration 86Q: 3 clusters Score -1206614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1206614.000000 Penalty: 3064.684082
	Iteration 87Q: 3 clusters Score -1206614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1206614.000000 Penalty: 3064.684082
	Iteration 88F: 3 clusters Score -1206614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -113246.179688 Penalty: 1166.141357
	Iteration 0F: 2 clusters Score -113246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -111637.929688 Penalty: 2332.282715
	Iteration 0F: 3 clusters Score -111637.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -111989.054688 Penalty: 2332.282715
	Iteration 1F: 3 clusters Score -111989.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -112078.203125 Penalty: 2332.282715
	Iteration 2F: 3 clusters Score -112078.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112118.695312 Penalty: 2332.282715
	Iteration 3Q: 3 clusters Score -112118.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112140.406250 Penalty: 2332.282715
	Iteration 4Q: 3 clusters Score -112140.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -112153.601562 Penalty: 2332.282715
	Iteration 5Q: 3 clusters Score -112153.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112165.226562 Penalty: 2332.282715
	Iteration 6Q: 3 clusters Score -112165.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112177.367188 Penalty: 2332.282715
	Iteration 7Q: 3 clusters Score -112177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -112189.234375 Penalty: 2332.282715
	Iteration 8Q: 3 clusters Score -112189.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -112197.250000 Penalty: 2332.282715
	Iteration 9Q: 3 clusters Score -112197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112200.125000 Penalty: 2332.282715
	Iteration 10Q: 3 clusters Score -112200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112200.890625 Penalty: 2332.282715
	Iteration 11Q: 3 clusters Score -112200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -112201.007812 Penalty: 2332.282715
	Iteration 12Q: 3 clusters Score -112201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -112201.007812 Penalty: 2332.282715
	Iteration 13F: 3 clusters Score -112201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Entering Unmasked Estep 
Score: -3689053.000000 Penalty: 1717.292236
	Iteration 0F: 2 clusters Score -3689053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3664558.000000 Penalty: 3434.584473
	Iteration 0F: 3 clusters Score -3664558 nChanged 18132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3675268.250000 Penalty: 3434.584473
	Iteration 1F: 3 clusters Score -3675268 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3676088.500000 Penalty: 3434.584473
	Iteration 2F: 3 clusters Score -3676088 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3677171.000000 Penalty: 3434.584473
	Iteration 3F: 3 clusters Score -3677171 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3678613.250000 Penalty: 3434.584473
	Iteration 4F: 3 clusters Score -3678613 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3680396.750000 Penalty: 3434.584473
	Iteration 5F: 3 clusters Score -3680397 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3682449.750000 Penalty: 3434.584473
	Iteration 6F: 3 clusters Score -3682450 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3684341.000000 Penalty: 3434.584473
	Iteration 7F: 3 clusters Score -3684341 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3685807.500000 Penalty: 3434.584473
	Iteration 8F: 3 clusters Score -3685808 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -3686540.000000 Penalty: 3434.584473
	Iteration 9Q: 3 clusters Score -3686540 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -3686997.000000 Penalty: 3434.584473
	Iteration 10Q: 3 clusters Score -3686997 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -3687291.250000 Penalty: 3434.584473
	Iteration 11Q: 3 clusters Score -3687291 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -3687458.000000 Penalty: 3434.584473
	Iteration 12Q: 3 clusters Score -3687458 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -3687547.500000 Penalty: 3434.584473
	Iteration 13Q: 3 clusters Score -3687548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -3687620.750000 Penalty: 3434.584473
	Iteration 14Q: 3 clusters Score -3687621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -3687638.750000 Penalty: 3434.584473
	Iteration 15Q: 3 clusters Score -3687639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -3687657.000000 Penalty: 3434.584473
	Iteration 16Q: 3 clusters Score -3687657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -3687676.750000 Penalty: 3434.584473
	Iteration 17Q: 3 clusters Score -3687677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -3687686.500000 Penalty: 3434.584473
	Iteration 18Q: 3 clusters Score -3687686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -3687692.250000 Penalty: 3434.584473
	Iteration 19Q: 3 clusters Score -3687692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -3687693.250000 Penalty: 3434.584473
	Iteration 20F: 3 clusters Score -3687693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -3687695.750000 Penalty: 3434.584473
	Iteration 21Q: 3 clusters Score -3687696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -3687694.500000 Penalty: 3434.584473
	Iteration 22Q: 3 clusters Score -3687694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -3687701.750000 Penalty: 3434.584473
	Iteration 23Q: 3 clusters Score -3687702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -3687709.500000 Penalty: 3434.584473
	Iteration 24Q: 3 clusters Score -3687710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -3687705.500000 Penalty: 3434.584473
	Iteration 25Q: 3 clusters Score -3687706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -3687708.000000 Penalty: 3434.584473
	Iteration 26Q: 3 clusters Score -3687708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -3687716.250000 Penalty: 3434.584473
	Iteration 27Q: 3 clusters Score -3687716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -3687725.000000 Penalty: 3434.584473
	Iteration 28Q: 3 clusters Score -3687725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3687723.250000 Penalty: 3434.584473
	Iteration 29Q: 3 clusters Score -3687723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -3687730.500000 Penalty: 3434.584473
	Iteration 30Q: 3 clusters Score -3687730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -3687730.000000 Penalty: 3434.584473
	Iteration 31Q: 3 clusters Score -3687730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -3687730.250000 Penalty: 3434.584473
	Iteration 32Q: 3 clusters Score -3687730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -3687730.250000 Penalty: 3434.584473
	Iteration 33F: 3 clusters Score -3687730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -326106.218750 Penalty: 1331.517334
	Iteration 0F: 2 clusters Score -326106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -323013.875000 Penalty: 2663.034668
	Iteration 0F: 3 clusters Score -323013.9 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -323793.812500 Penalty: 2663.034668
	Iteration 1F: 3 clusters Score -323793.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -323968.843750 Penalty: 2663.034668
	Iteration 2F: 3 clusters Score -323968.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -324082.062500 Penalty: 2663.034668
	Iteration 3F: 3 clusters Score -324082.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -324180.343750 Penalty: 2663.034668
	Iteration 4Q: 3 clusters Score -324180.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324254.343750 Penalty: 2663.034668
	Iteration 5Q: 3 clusters Score -324254.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -324318.062500 Penalty: 2663.034668
	Iteration 6Q: 3 clusters Score -324318.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -324377.312500 Penalty: 2663.034668
	Iteration 7Q: 3 clusters Score -324377.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -324434.468750 Penalty: 2663.034668
	Iteration 8Q: 3 clusters Score -324434.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -324488.968750 Penalty: 2663.034668
	Iteration 9Q: 3 clusters Score -324489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -324539.687500 Penalty: 2663.034668
	Iteration 10Q: 3 clusters Score -324539.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -324584.562500 Penalty: 2663.034668
	Iteration 11Q: 3 clusters Score -324584.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324626.000000 Penalty: 2663.034668
	Iteration 12Q: 3 clusters Score -324626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -324653.500000 Penalty: 2663.034668
	Iteration 13Q: 3 clusters Score -324653.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -324677.000000 Penalty: 2663.034668
	Iteration 14Q: 3 clusters Score -324677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -324703.000000 Penalty: 2663.034668
	Iteration 15Q: 3 clusters Score -324703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -324727.562500 Penalty: 2663.034668
	Iteration 16Q: 3 clusters Score -324727.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -324747.000000 Penalty: 2663.034668
	Iteration 17Q: 3 clusters Score -324747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -324759.687500 Penalty: 2663.034668
	Iteration 18Q: 3 clusters Score -324759.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -324770.375000 Penalty: 2663.034668
	Iteration 19Q: 3 clusters Score -324770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -324780.187500 Penalty: 2663.034668
	Iteration 20F: 3 clusters Score -324780.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -324797.437500 Penalty: 2663.034668
	Iteration 21Q: 3 clusters Score -324797.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -324817.156250 Penalty: 2663.034668
	Iteration 22Q: 3 clusters Score -324817.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -324836.625000 Penalty: 2663.034668
	Iteration 23Q: 3 clusters Score -324836.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -324856.156250 Penalty: 2663.034668
	Iteration 24Q: 3 clusters Score -324856.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -324869.718750 Penalty: 2663.034668
	Iteration 25Q: 3 clusters Score -324869.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -324882.156250 Penalty: 2663.034668
	Iteration 26Q: 3 clusters Score -324882.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -324897.125000 Penalty: 2663.034668
	Iteration 27Q: 3 clusters Score -324897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -324916.218750 Penalty: 2663.034668
	Iteration 28Q: 3 clusters Score -324916.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -324938.250000 Penalty: 2663.034668
	Iteration 29Q: 3 clusters Score -324938.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -324964.687500 Penalty: 2663.034668
	Iteration 30Q: 3 clusters Score -324964.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -324987.625000 Penalty: 2663.034668
	Iteration 31Q: 3 clusters Score -324987.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -325016.812500 Penalty: 2663.034668
	Iteration 32Q: 3 clusters Score -325016.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -325034.187500 Penalty: 2663.034668
	Iteration 33Q: 3 clusters Score -325034.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -325045.937500 Penalty: 2663.034668
	Iteration 34Q: 3 clusters Score -325045.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -325059.062500 Penalty: 2663.034668
	Iteration 35Q: 3 clusters Score -325059.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -325072.656250 Penalty: 2663.034668
	Iteration 36Q: 3 clusters Score -325072.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -325085.500000 Penalty: 2663.034668
	Iteration 37Q: 3 clusters Score -325085.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -325091.718750 Penalty: 2663.034668
	Iteration 38Q: 3 clusters Score -325091.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -325100.531250 Penalty: 2663.034668
	Iteration 39Q: 3 clusters Score -325100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -325105.593750 Penalty: 2663.034668
	Iteration 40F: 3 clusters Score -325105.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -325113.593750 Penalty: 2663.034668
	Iteration 41Q: 3 clusters Score -325113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -325121.281250 Penalty: 2663.034668
	Iteration 42Q: 3 clusters Score -325121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -325123.468750 Penalty: 2663.034668
	Iteration 43Q: 3 clusters Score -325123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -325125.750000 Penalty: 2663.034668
	Iteration 44Q: 3 clusters Score -325125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -325126.000000 Penalty: 2663.034668
	Iteration 45Q: 3 clusters Score -325126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -325126.625000 Penalty: 2663.034668
	Iteration 46Q: 3 clusters Score -325126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -325126.625000 Penalty: 2663.034668
	Iteration 47F: 3 clusters Score -325126.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -176884.593750 Penalty: 1229.272949
	Iteration 0F: 2 clusters Score -176884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -174872.421875 Penalty: 2458.545898
	Iteration 0F: 3 clusters Score -174872.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -175395.781250 Penalty: 2458.545898
	Iteration 1F: 3 clusters Score -175395.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -175605.687500 Penalty: 2458.545898
	Iteration 2F: 3 clusters Score -175605.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -175731.187500 Penalty: 2458.545898
	Iteration 3F: 3 clusters Score -175731.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -175829.375000 Penalty: 2458.545898
	Iteration 4Q: 3 clusters Score -175829.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -175903.656250 Penalty: 2458.545898
	Iteration 5Q: 3 clusters Score -175903.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -175952.531250 Penalty: 2458.545898
	Iteration 6Q: 3 clusters Score -175952.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -176016.171875 Penalty: 2458.545898
	Iteration 7Q: 3 clusters Score -176016.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -176085.156250 Penalty: 2458.545898
	Iteration 8Q: 3 clusters Score -176085.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -176139.328125 Penalty: 2458.545898
	Iteration 9Q: 3 clusters Score -176139.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -176170.484375 Penalty: 2458.545898
	Iteration 10Q: 3 clusters Score -176170.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -176197.953125 Penalty: 2458.545898
	Iteration 11Q: 3 clusters Score -176198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -176214.031250 Penalty: 2458.545898
	Iteration 12Q: 3 clusters Score -176214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -176226.421875 Penalty: 2458.545898
	Iteration 13Q: 3 clusters Score -176226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -176234.671875 Penalty: 2458.545898
	Iteration 14Q: 3 clusters Score -176234.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -176241.218750 Penalty: 2458.545898
	Iteration 15Q: 3 clusters Score -176241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -176249.375000 Penalty: 2458.545898
	Iteration 16Q: 3 clusters Score -176249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -176254.296875 Penalty: 2458.545898
	Iteration 17Q: 3 clusters Score -176254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -176255.859375 Penalty: 2458.545898
	Iteration 18Q: 3 clusters Score -176255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -176256.281250 Penalty: 2458.545898
	Iteration 19Q: 3 clusters Score -176256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -176256.281250 Penalty: 2458.545898
	Iteration 20F: 3 clusters Score -176256.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -463322.656250 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -463322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -459380.375000 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -459380.4 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -460612.562500 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -460612.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -460964.625000 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -460964.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -461288.468750 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -461288.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -461559.968750 Penalty: 2767.502197
	Iteration 4F: 3 clusters Score -461560 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -461767.281250 Penalty: 2767.502197
	Iteration 5F: 3 clusters Score -461767.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -461921.843750 Penalty: 2767.502197
	Iteration 6Q: 3 clusters Score -461921.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -462047.375000 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -462047.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -462138.687500 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -462138.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -462192.750000 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -462192.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -462226.125000 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -462226.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -462252.218750 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -462252.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -462273.156250 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -462273.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -462292.312500 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -462292.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -462308.656250 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -462308.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -462322.218750 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -462322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -462331.468750 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -462331.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -462339.875000 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -462339.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -462356.437500 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -462356.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -462382.250000 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -462382.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -462418.500000 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -462418.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -462477.406250 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -462477.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -462588.156250 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -462588.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -462730.906250 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -462730.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -462907.093750 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -462907.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -463070.562500 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -463070.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -463179.125000 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -463179.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -463224.843750 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -463224.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -463247.062500 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -463247.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -463261.437500 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -463261.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -463274.093750 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -463274.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -463281.500000 Penalty: 2767.502197
	Iteration 31Q: 3 clusters Score -463281.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -463288.531250 Penalty: 2767.502197
	Iteration 32Q: 3 clusters Score -463288.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -463292.562500 Penalty: 2767.502197
	Iteration 33Q: 3 clusters Score -463292.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -463297.625000 Penalty: 2767.502197
	Iteration 34Q: 3 clusters Score -463297.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -463301.187500 Penalty: 2767.502197
	Iteration 35Q: 3 clusters Score -463301.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -463303.343750 Penalty: 2767.502197
	Iteration 36Q: 3 clusters Score -463303.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -463305.906250 Penalty: 2767.502197
	Iteration 37Q: 3 clusters Score -463305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -463308.156250 Penalty: 2767.502197
	Iteration 38Q: 3 clusters Score -463308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -463307.218750 Penalty: 2767.502197
	Iteration 39Q: 3 clusters Score -463307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -463309.031250 Penalty: 2767.502197
	Iteration 40F: 3 clusters Score -463309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -463308.218750 Penalty: 2767.502197
	Iteration 41Q: 3 clusters Score -463308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -463309.906250 Penalty: 2767.502197
	Iteration 42Q: 3 clusters Score -463309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -463310.875000 Penalty: 2767.502197
	Iteration 43Q: 3 clusters Score -463310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -463311.187500 Penalty: 2767.502197
	Iteration 44Q: 3 clusters Score -463311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -463312.718750 Penalty: 2767.502197
	Iteration 45Q: 3 clusters Score -463312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -463313.625000 Penalty: 2767.502197
	Iteration 46Q: 3 clusters Score -463313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -463314.437500 Penalty: 2767.502197
	Iteration 47Q: 3 clusters Score -463314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -463314.812500 Penalty: 2767.502197
	Iteration 48Q: 3 clusters Score -463314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -463314.812500 Penalty: 2767.502197
	Iteration 49F: 3 clusters Score -463314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -106794.875000 Penalty: 1158.771118
	Iteration 0F: 2 clusters Score -106794.9 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 615 members 
Entering Unmasked Estep 
Score: -105219.632812 Penalty: 2317.542236
	Iteration 0F: 3 clusters Score -105219.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105597.218750 Penalty: 2317.542236
	Iteration 1F: 3 clusters Score -105597.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105701.875000 Penalty: 2317.542236
	Iteration 2F: 3 clusters Score -105701.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105766.234375 Penalty: 2317.542236
	Iteration 3F: 3 clusters Score -105766.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105796.484375 Penalty: 2317.542236
	Iteration 4Q: 3 clusters Score -105796.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105819.500000 Penalty: 2317.542236
	Iteration 5Q: 3 clusters Score -105819.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105842.015625 Penalty: 2317.542236
	Iteration 6Q: 3 clusters Score -105842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -105857.929688 Penalty: 2317.542236
	Iteration 7Q: 3 clusters Score -105857.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105874.265625 Penalty: 2317.542236
	Iteration 8Q: 3 clusters Score -105874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105885.281250 Penalty: 2317.542236
	Iteration 9Q: 3 clusters Score -105885.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105899.304688 Penalty: 2317.542236
	Iteration 10Q: 3 clusters Score -105899.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105912.132812 Penalty: 2317.542236
	Iteration 11Q: 3 clusters Score -105912.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105924.023438 Penalty: 2317.542236
	Iteration 12Q: 3 clusters Score -105924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105932.242188 Penalty: 2317.542236
	Iteration 13Q: 3 clusters Score -105932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105941.906250 Penalty: 2317.542236
	Iteration 14Q: 3 clusters Score -105941.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105948.812500 Penalty: 2317.542236
	Iteration 15Q: 3 clusters Score -105948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -105951.632812 Penalty: 2317.542236
	Iteration 16Q: 3 clusters Score -105951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105953.937500 Penalty: 2317.542236
	Iteration 17Q: 3 clusters Score -105953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105958.039062 Penalty: 2317.542236
	Iteration 18Q: 3 clusters Score -105958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105962.031250 Penalty: 2317.542236
	Iteration 19Q: 3 clusters Score -105962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105965.781250 Penalty: 2317.542236
	Iteration 20F: 3 clusters Score -105965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105970.484375 Penalty: 2317.542236
	Iteration 21Q: 3 clusters Score -105970.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105984.226562 Penalty: 2317.542236
	Iteration 22Q: 3 clusters Score -105984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105996.984375 Penalty: 2317.542236
	Iteration 23Q: 3 clusters Score -105997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -106006.648438 Penalty: 2317.542236
	Iteration 24Q: 3 clusters Score -106006.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106025.335938 Penalty: 2317.542236
	Iteration 25Q: 3 clusters Score -106025.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106039.312500 Penalty: 2317.542236
	Iteration 26Q: 3 clusters Score -106039.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106054.781250 Penalty: 2317.542236
	Iteration 27Q: 3 clusters Score -106054.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -106074.226562 Penalty: 2317.542236
	Iteration 28Q: 3 clusters Score -106074.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106107.281250 Penalty: 2317.542236
	Iteration 29Q: 3 clusters Score -106107.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106136.062500 Penalty: 2317.542236
	Iteration 30Q: 3 clusters Score -106136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106155.773438 Penalty: 2317.542236
	Iteration 31Q: 3 clusters Score -106155.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106171.640625 Penalty: 2317.542236
	Iteration 32Q: 3 clusters Score -106171.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106186.054688 Penalty: 2317.542236
	Iteration 33Q: 3 clusters Score -106186.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -106204.835938 Penalty: 2317.542236
	Iteration 34Q: 3 clusters Score -106204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106222.367188 Penalty: 2317.542236
	Iteration 35Q: 3 clusters Score -106222.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106246.492188 Penalty: 2317.542236
	Iteration 36Q: 3 clusters Score -106246.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -106275.773438 Penalty: 2317.542236
	Iteration 37Q: 3 clusters Score -106275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -106321.945312 Penalty: 2317.542236
	Iteration 38Q: 3 clusters Score -106321.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106382.359375 Penalty: 2317.542236
	Iteration 39Q: 3 clusters Score -106382.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106420.898438 Penalty: 2317.542236
	Iteration 40F: 3 clusters Score -106420.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106439.921875 Penalty: 2317.542236
	Iteration 41Q: 3 clusters Score -106439.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106458.453125 Penalty: 2317.542236
	Iteration 42Q: 3 clusters Score -106458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -106466.882812 Penalty: 2317.542236
	Iteration 43Q: 3 clusters Score -106466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -106473.007812 Penalty: 2317.542236
	Iteration 44Q: 3 clusters Score -106473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106478.742188 Penalty: 2317.542236
	Iteration 45Q: 3 clusters Score -106478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -106481.664062 Penalty: 2317.542236
	Iteration 46Q: 3 clusters Score -106481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106482.554688 Penalty: 2317.542236
	Iteration 47Q: 3 clusters Score -106482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106482.554688 Penalty: 2317.542236
	Iteration 48F: 3 clusters Score -106482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -135715.421875 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -135715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133879.062500 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -133879.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -134277.281250 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -134277.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134462.593750 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -134462.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -134591.593750 Penalty: 2393.683594
	Iteration 3F: 3 clusters Score -134591.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134670.578125 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -134670.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134754.171875 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -134754.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134819.625000 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -134819.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -134886.531250 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -134886.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134945.375000 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -134945.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134994.625000 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -134994.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -135024.140625 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -135024.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -135047.437500 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -135047.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135062.828125 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -135062.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135071.671875 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -135071.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -135082.593750 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -135082.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -135093.218750 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -135093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -135100.765625 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -135100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -135109.765625 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -135109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -135115.406250 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -135115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -135121.250000 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -135121.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135128.328125 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -135128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135133.687500 Penalty: 2393.683594
	Iteration 21Q: 3 clusters Score -135133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135137.578125 Penalty: 2393.683594
	Iteration 22Q: 3 clusters Score -135137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135141.015625 Penalty: 2393.683594
	Iteration 23Q: 3 clusters Score -135141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -135142.312500 Penalty: 2393.683594
	Iteration 24Q: 3 clusters Score -135142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -135142.703125 Penalty: 2393.683594
	Iteration 25Q: 3 clusters Score -135142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135143.203125 Penalty: 2393.683594
	Iteration 26Q: 3 clusters Score -135143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135144.000000 Penalty: 2393.683594
	Iteration 27Q: 3 clusters Score -135144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -135144.609375 Penalty: 2393.683594
	Iteration 28Q: 3 clusters Score -135144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -135144.609375 Penalty: 2393.683594
	Iteration 29F: 3 clusters Score -135144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -148280.578125 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -148280.6 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 913 members 
Entering Unmasked Estep 
Score: -146343.031250 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -146343 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -146883.328125 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -146883.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -147045.109375 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -147045.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -147159.234375 Penalty: 2445.657715
	Iteration 3F: 3 clusters Score -147159.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -147239.187500 Penalty: 2445.657715
	Iteration 4Q: 3 clusters Score -147239.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147283.609375 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -147283.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147308.500000 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -147308.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -147334.218750 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -147334.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -147351.312500 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -147351.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147361.343750 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -147361.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147365.531250 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -147365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -147368.953125 Penalty: 2445.657715
	Iteration 11Q: 3 clusters Score -147369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147371.593750 Penalty: 2445.657715
	Iteration 12Q: 3 clusters Score -147371.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147373.890625 Penalty: 2445.657715
	Iteration 13Q: 3 clusters Score -147373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -147375.546875 Penalty: 2445.657715
	Iteration 14Q: 3 clusters Score -147375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -147380.703125 Penalty: 2445.657715
	Iteration 15Q: 3 clusters Score -147380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -147383.406250 Penalty: 2445.657715
	Iteration 16Q: 3 clusters Score -147383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -147386.546875 Penalty: 2445.657715
	Iteration 17Q: 3 clusters Score -147386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -147387.453125 Penalty: 2445.657715
	Iteration 18Q: 3 clusters Score -147387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -147388.640625 Penalty: 2445.657715
	Iteration 19Q: 3 clusters Score -147388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -147389.015625 Penalty: 2445.657715
	Iteration 20F: 3 clusters Score -147389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Entering Unmasked Estep 
Score: -2022589.625000 Penalty: 1613.962158
	Iteration 0F: 2 clusters Score -2022590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2008778.500000 Penalty: 3227.924316
	Iteration 0F: 3 clusters Score -2008778 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2013725.125000 Penalty: 3227.924316
	Iteration 1F: 3 clusters Score -2013725 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2014067.000000 Penalty: 3227.924316
	Iteration 2Q: 3 clusters Score -2014067 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2014410.625000 Penalty: 3227.924316
	Iteration 3Q: 3 clusters Score -2014411 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2014824.500000 Penalty: 3227.924316
	Iteration 4Q: 3 clusters Score -2014824 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2015375.000000 Penalty: 3227.924316
	Iteration 5F: 3 clusters Score -2015375 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2016160.750000 Penalty: 3227.924316
	Iteration 6F: 3 clusters Score -2016161 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2017237.250000 Penalty: 3227.924316
	Iteration 7F: 3 clusters Score -2017237 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2018442.000000 Penalty: 3227.924316
	Iteration 8F: 3 clusters Score -2018442 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2019420.000000 Penalty: 3227.924316
	Iteration 9F: 3 clusters Score -2019420 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2019992.500000 Penalty: 3227.924316
	Iteration 10Q: 3 clusters Score -2019992 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2020224.625000 Penalty: 3227.924316
	Iteration 11Q: 3 clusters Score -2020225 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2020337.500000 Penalty: 3227.924316
	Iteration 12Q: 3 clusters Score -2020338 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2020413.875000 Penalty: 3227.924316
	Iteration 13Q: 3 clusters Score -2020414 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2020466.000000 Penalty: 3227.924316
	Iteration 14Q: 3 clusters Score -2020466 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2020494.375000 Penalty: 3227.924316
	Iteration 15Q: 3 clusters Score -2020494 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2020499.750000 Penalty: 3227.924316
	Iteration 16Q: 3 clusters Score -2020500 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2020513.000000 Penalty: 3227.924316
	Iteration 17Q: 3 clusters Score -2020513 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2020513.500000 Penalty: 3227.924316
	Iteration 18Q: 3 clusters Score -2020514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2020514.375000 Penalty: 3227.924316
	Iteration 19Q: 3 clusters Score -2020514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2020495.125000 Penalty: 3227.924316
	Iteration 20F: 3 clusters Score -2020495 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2020479.000000 Penalty: 3227.924316
	Iteration 21Q: 3 clusters Score -2020479 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2020469.125000 Penalty: 3227.924316
	Iteration 22Q: 3 clusters Score -2020469 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2020455.500000 Penalty: 3227.924316
	Iteration 23Q: 3 clusters Score -2020456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2020439.125000 Penalty: 3227.924316
	Iteration 24Q: 3 clusters Score -2020439 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2020424.875000 Penalty: 3227.924316
	Iteration 25Q: 3 clusters Score -2020425 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2020404.625000 Penalty: 3227.924316
	Iteration 26Q: 3 clusters Score -2020405 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2020397.375000 Penalty: 3227.924316
	Iteration 27Q: 3 clusters Score -2020397 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2020370.125000 Penalty: 3227.924316
	Iteration 28Q: 3 clusters Score -2020370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2020358.500000 Penalty: 3227.924316
	Iteration 29Q: 3 clusters Score -2020358 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2020347.750000 Penalty: 3227.924316
	Iteration 30Q: 3 clusters Score -2020348 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2020332.500000 Penalty: 3227.924316
	Iteration 31Q: 3 clusters Score -2020332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2020314.500000 Penalty: 3227.924316
	Iteration 32Q: 3 clusters Score -2020314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2020296.000000 Penalty: 3227.924316
	Iteration 33Q: 3 clusters Score -2020296 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2020278.125000 Penalty: 3227.924316
	Iteration 34Q: 3 clusters Score -2020278 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2020262.000000 Penalty: 3227.924316
	Iteration 35Q: 3 clusters Score -2020262 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2020252.625000 Penalty: 3227.924316
	Iteration 36Q: 3 clusters Score -2020253 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2020244.125000 Penalty: 3227.924316
	Iteration 37Q: 3 clusters Score -2020244 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2020235.375000 Penalty: 3227.924316
	Iteration 38Q: 3 clusters Score -2020235 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2020205.875000 Penalty: 3227.924316
	Iteration 39Q: 3 clusters Score -2020206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2020198.750000 Penalty: 3227.924316
	Iteration 40F: 3 clusters Score -2020199 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2020195.875000 Penalty: 3227.924316
	Iteration 41Q: 3 clusters Score -2020196 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2020187.750000 Penalty: 3227.924316
	Iteration 42Q: 3 clusters Score -2020188 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2020179.875000 Penalty: 3227.924316
	Iteration 43Q: 3 clusters Score -2020180 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2020176.625000 Penalty: 3227.924316
	Iteration 44Q: 3 clusters Score -2020177 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2020178.125000 Penalty: 3227.924316
	Iteration 45Q: 3 clusters Score -2020178 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2020178.875000 Penalty: 3227.924316
	Iteration 46Q: 3 clusters Score -2020179 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2020169.250000 Penalty: 3227.924316
	Iteration 47Q: 3 clusters Score -2020169 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2020167.125000 Penalty: 3227.924316
	Iteration 48Q: 3 clusters Score -2020167 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2020165.375000 Penalty: 3227.924316
	Iteration 49Q: 3 clusters Score -2020165 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2020161.250000 Penalty: 3227.924316
	Iteration 50Q: 3 clusters Score -2020161 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2020169.125000 Penalty: 3227.924316
	Iteration 51Q: 3 clusters Score -2020169 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2020166.875000 Penalty: 3227.924316
	Iteration 52Q: 3 clusters Score -2020167 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2020151.625000 Penalty: 3227.924316
	Iteration 53Q: 3 clusters Score -2020152 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2020148.250000 Penalty: 3227.924316
	Iteration 54Q: 3 clusters Score -2020148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2020147.375000 Penalty: 3227.924316
	Iteration 55Q: 3 clusters Score -2020147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2020149.500000 Penalty: 3227.924316
	Iteration 56Q: 3 clusters Score -2020150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2020145.375000 Penalty: 3227.924316
	Iteration 57Q: 3 clusters Score -2020145 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2020142.750000 Penalty: 3227.924316
	Iteration 58Q: 3 clusters Score -2020143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2020144.750000 Penalty: 3227.924316
	Iteration 59Q: 3 clusters Score -2020145 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2020134.875000 Penalty: 3227.924316
	Iteration 60F: 3 clusters Score -2020135 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2020127.875000 Penalty: 3227.924316
	Iteration 61Q: 3 clusters Score -2020128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2020124.250000 Penalty: 3227.924316
	Iteration 62Q: 3 clusters Score -2020124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2020132.375000 Penalty: 3227.924316
	Iteration 63Q: 3 clusters Score -2020132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2020133.750000 Penalty: 3227.924316
	Iteration 64Q: 3 clusters Score -2020134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2020121.625000 Penalty: 3227.924316
	Iteration 65Q: 3 clusters Score -2020122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2020121.125000 Penalty: 3227.924316
	Iteration 66Q: 3 clusters Score -2020121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2020118.375000 Penalty: 3227.924316
	Iteration 67Q: 3 clusters Score -2020118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2020111.750000 Penalty: 3227.924316
	Iteration 68Q: 3 clusters Score -2020112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2020103.625000 Penalty: 3227.924316
	Iteration 69Q: 3 clusters Score -2020104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2020106.000000 Penalty: 3227.924316
	Iteration 70Q: 3 clusters Score -2020106 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2020114.000000 Penalty: 3227.924316
	Iteration 71Q: 3 clusters Score -2020114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2020108.250000 Penalty: 3227.924316
	Iteration 72Q: 3 clusters Score -2020108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2020107.875000 Penalty: 3227.924316
	Iteration 73Q: 3 clusters Score -2020108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2020108.875000 Penalty: 3227.924316
	Iteration 74Q: 3 clusters Score -2020109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2020104.375000 Penalty: 3227.924316
	Iteration 75Q: 3 clusters Score -2020104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2020107.500000 Penalty: 3227.924316
	Iteration 76Q: 3 clusters Score -2020108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2020111.500000 Penalty: 3227.924316
	Iteration 77Q: 3 clusters Score -2020112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2020104.625000 Penalty: 3227.924316
	Iteration 78Q: 3 clusters Score -2020105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2020113.000000 Penalty: 3227.924316
	Iteration 79Q: 3 clusters Score -2020113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2020111.625000 Penalty: 3227.924316
	Iteration 80F: 3 clusters Score -2020112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2020113.375000 Penalty: 3227.924316
	Iteration 81Q: 3 clusters Score -2020113 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2020117.625000 Penalty: 3227.924316
	Iteration 82Q: 3 clusters Score -2020118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2020117.000000 Penalty: 3227.924316
	Iteration 83Q: 3 clusters Score -2020117 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2020121.250000 Penalty: 3227.924316
	Iteration 84Q: 3 clusters Score -2020121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2020112.250000 Penalty: 3227.924316
	Iteration 85Q: 3 clusters Score -2020112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2020115.375000 Penalty: 3227.924316
	Iteration 86Q: 3 clusters Score -2020115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2020103.125000 Penalty: 3227.924316
	Iteration 87Q: 3 clusters Score -2020103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2020105.375000 Penalty: 3227.924316
	Iteration 88Q: 3 clusters Score -2020105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2020103.625000 Penalty: 3227.924316
	Iteration 89Q: 3 clusters Score -2020104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2020107.000000 Penalty: 3227.924316
	Iteration 90Q: 3 clusters Score -2020107 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2020104.750000 Penalty: 3227.924316
	Iteration 91Q: 3 clusters Score -2020105 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2020112.875000 Penalty: 3227.924316
	Iteration 92Q: 3 clusters Score -2020113 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2020105.875000 Penalty: 3227.924316
	Iteration 93Q: 3 clusters Score -2020106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2020114.750000 Penalty: 3227.924316
	Iteration 94Q: 3 clusters Score -2020115 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2020120.000000 Penalty: 3227.924316
	Iteration 95Q: 3 clusters Score -2020120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2020116.500000 Penalty: 3227.924316
	Iteration 96Q: 3 clusters Score -2020116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2020125.000000 Penalty: 3227.924316
	Iteration 97Q: 3 clusters Score -2020125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2020127.000000 Penalty: 3227.924316
	Iteration 98Q: 3 clusters Score -2020127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2020126.500000 Penalty: 3227.924316
	Iteration 99Q: 3 clusters Score -2020126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2020129.375000 Penalty: 3227.924316
	Iteration 100F: 3 clusters Score -2020129 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2020135.625000 Penalty: 3227.924316
	Iteration 101Q: 3 clusters Score -2020136 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2020144.125000 Penalty: 3227.924316
	Iteration 102Q: 3 clusters Score -2020144 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2020156.750000 Penalty: 3227.924316
	Iteration 103Q: 3 clusters Score -2020157 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2020171.125000 Penalty: 3227.924316
	Iteration 104Q: 3 clusters Score -2020171 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2020190.250000 Penalty: 3227.924316
	Iteration 105Q: 3 clusters Score -2020190 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2020211.500000 Penalty: 3227.924316
	Iteration 106Q: 3 clusters Score -2020212 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2020239.250000 Penalty: 3227.924316
	Iteration 107Q: 3 clusters Score -2020239 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2020274.625000 Penalty: 3227.924316
	Iteration 108Q: 3 clusters Score -2020275 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2020323.250000 Penalty: 3227.924316
	Iteration 109Q: 3 clusters Score -2020323 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2020385.125000 Penalty: 3227.924316
	Iteration 110Q: 3 clusters Score -2020385 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2020477.625000 Penalty: 3227.924316
	Iteration 111Q: 3 clusters Score -2020478 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2020544.250000 Penalty: 3227.924316
	Iteration 112Q: 3 clusters Score -2020544 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2020608.500000 Penalty: 3227.924316
	Iteration 113Q: 3 clusters Score -2020608 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2020675.625000 Penalty: 3227.924316
	Iteration 114Q: 3 clusters Score -2020676 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2020730.000000 Penalty: 3227.924316
	Iteration 115Q: 3 clusters Score -2020730 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2020770.250000 Penalty: 3227.924316
	Iteration 116Q: 3 clusters Score -2020770 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2020808.875000 Penalty: 3227.924316
	Iteration 117Q: 3 clusters Score -2020809 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2020847.750000 Penalty: 3227.924316
	Iteration 118Q: 3 clusters Score -2020848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2020880.875000 Penalty: 3227.924316
	Iteration 119Q: 3 clusters Score -2020881 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2020920.125000 Penalty: 3227.924316
	Iteration 120F: 3 clusters Score -2020920 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2020962.625000 Penalty: 3227.924316
	Iteration 121Q: 3 clusters Score -2020963 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2020989.250000 Penalty: 3227.924316
	Iteration 122Q: 3 clusters Score -2020989 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2021006.250000 Penalty: 3227.924316
	Iteration 123Q: 3 clusters Score -2021006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2021024.500000 Penalty: 3227.924316
	Iteration 124Q: 3 clusters Score -2021024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2021037.500000 Penalty: 3227.924316
	Iteration 125Q: 3 clusters Score -2021038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2021054.250000 Penalty: 3227.924316
	Iteration 126Q: 3 clusters Score -2021054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2021066.500000 Penalty: 3227.924316
	Iteration 127Q: 3 clusters Score -2021066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2021084.375000 Penalty: 3227.924316
	Iteration 128Q: 3 clusters Score -2021084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2021095.375000 Penalty: 3227.924316
	Iteration 129Q: 3 clusters Score -2021095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2021101.375000 Penalty: 3227.924316
	Iteration 130Q: 3 clusters Score -2021101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2021109.250000 Penalty: 3227.924316
	Iteration 131Q: 3 clusters Score -2021109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2021121.000000 Penalty: 3227.924316
	Iteration 132Q: 3 clusters Score -2021121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2021125.625000 Penalty: 3227.924316
	Iteration 133Q: 3 clusters Score -2021126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2021137.500000 Penalty: 3227.924316
	Iteration 134Q: 3 clusters Score -2021138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2021149.250000 Penalty: 3227.924316
	Iteration 135Q: 3 clusters Score -2021149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2021162.125000 Penalty: 3227.924316
	Iteration 136Q: 3 clusters Score -2021162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2021174.500000 Penalty: 3227.924316
	Iteration 137Q: 3 clusters Score -2021174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2021189.500000 Penalty: 3227.924316
	Iteration 138Q: 3 clusters Score -2021190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2021206.750000 Penalty: 3227.924316
	Iteration 139Q: 3 clusters Score -2021207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2021227.000000 Penalty: 3227.924316
	Iteration 140F: 3 clusters Score -2021227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2021240.875000 Penalty: 3227.924316
	Iteration 141Q: 3 clusters Score -2021241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2021251.875000 Penalty: 3227.924316
	Iteration 142Q: 3 clusters Score -2021252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2021257.500000 Penalty: 3227.924316
	Iteration 143Q: 3 clusters Score -2021258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2021276.375000 Penalty: 3227.924316
	Iteration 144Q: 3 clusters Score -2021276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2021284.750000 Penalty: 3227.924316
	Iteration 145Q: 3 clusters Score -2021285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2021289.875000 Penalty: 3227.924316
	Iteration 146Q: 3 clusters Score -2021290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2021294.625000 Penalty: 3227.924316
	Iteration 147Q: 3 clusters Score -2021295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2021297.750000 Penalty: 3227.924316
	Iteration 148Q: 3 clusters Score -2021298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2021299.750000 Penalty: 3227.924316
	Iteration 149Q: 3 clusters Score -2021300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2021302.500000 Penalty: 3227.924316
	Iteration 150Q: 3 clusters Score -2021302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2021305.250000 Penalty: 3227.924316
	Iteration 151Q: 3 clusters Score -2021305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2021306.250000 Penalty: 3227.924316
	Iteration 152Q: 3 clusters Score -2021306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2021307.125000 Penalty: 3227.924316
	Iteration 153Q: 3 clusters Score -2021307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2021310.750000 Penalty: 3227.924316
	Iteration 154Q: 3 clusters Score -2021311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2021311.375000 Penalty: 3227.924316
	Iteration 155Q: 3 clusters Score -2021311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2021313.125000 Penalty: 3227.924316
	Iteration 156Q: 3 clusters Score -2021313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2021314.125000 Penalty: 3227.924316
	Iteration 157Q: 3 clusters Score -2021314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2021315.500000 Penalty: 3227.924316
	Iteration 158Q: 3 clusters Score -2021316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2021316.500000 Penalty: 3227.924316
	Iteration 159Q: 3 clusters Score -2021316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2021318.125000 Penalty: 3227.924316
	Iteration 160F: 3 clusters Score -2021318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2021320.125000 Penalty: 3227.924316
	Iteration 161Q: 3 clusters Score -2021320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2021321.625000 Penalty: 3227.924316
	Iteration 162Q: 3 clusters Score -2021322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2021325.500000 Penalty: 3227.924316
	Iteration 163Q: 3 clusters Score -2021326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2021326.125000 Penalty: 3227.924316
	Iteration 164Q: 3 clusters Score -2021326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2021331.000000 Penalty: 3227.924316
	Iteration 165Q: 3 clusters Score -2021331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2021333.875000 Penalty: 3227.924316
	Iteration 166Q: 3 clusters Score -2021334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2021337.375000 Penalty: 3227.924316
	Iteration 167Q: 3 clusters Score -2021337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2021337.375000 Penalty: 3227.924316
	Iteration 168F: 3 clusters Score -2021337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -61319.296875 Penalty: 1068.902466
	Iteration 0F: 2 clusters Score -61319.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60156.496094 Penalty: 2137.804932
	Iteration 0F: 3 clusters Score -60156.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60426.167969 Penalty: 2137.804932
	Iteration 1F: 3 clusters Score -60426.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60537.789062 Penalty: 2137.804932
	Iteration 2F: 3 clusters Score -60537.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60671.644531 Penalty: 2137.804932
	Iteration 3F: 3 clusters Score -60671.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60756.593750 Penalty: 2137.804932
	Iteration 4F: 3 clusters Score -60756.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60817.039062 Penalty: 2137.804932
	Iteration 5Q: 3 clusters Score -60817.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60885.007812 Penalty: 2137.804932
	Iteration 6Q: 3 clusters Score -60885.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60940.320312 Penalty: 2137.804932
	Iteration 7Q: 3 clusters Score -60940.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60977.515625 Penalty: 2137.804932
	Iteration 8Q: 3 clusters Score -60977.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61019.312500 Penalty: 2137.804932
	Iteration 9Q: 3 clusters Score -61019.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61084.945312 Penalty: 2137.804932
	Iteration 10Q: 3 clusters Score -61084.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61175.824219 Penalty: 2137.804932
	Iteration 11Q: 3 clusters Score -61175.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61197.277344 Penalty: 2137.804932
	Iteration 12Q: 3 clusters Score -61197.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61206.835938 Penalty: 2137.804932
	Iteration 13Q: 3 clusters Score -61206.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61210.746094 Penalty: 2137.804932
	Iteration 14Q: 3 clusters Score -61210.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61216.019531 Penalty: 2137.804932
	Iteration 15Q: 3 clusters Score -61216.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61216.714844 Penalty: 2137.804932
	Iteration 16Q: 3 clusters Score -61216.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61216.714844 Penalty: 2137.804932
	Iteration 17F: 3 clusters Score -61216.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -140760.453125 Penalty: 1218.746216
	Iteration 0F: 2 clusters Score -140760.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138830.921875 Penalty: 2437.492432
	Iteration 0F: 3 clusters Score -138830.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139479.171875 Penalty: 2437.492432
	Iteration 1F: 3 clusters Score -139479.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -139711.375000 Penalty: 2437.492432
	Iteration 2F: 3 clusters Score -139711.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -139851.562500 Penalty: 2437.492432
	Iteration 3F: 3 clusters Score -139851.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -139961.656250 Penalty: 2437.492432
	Iteration 4F: 3 clusters Score -139961.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140049.656250 Penalty: 2437.492432
	Iteration 5Q: 3 clusters Score -140049.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140165.750000 Penalty: 2437.492432
	Iteration 6Q: 3 clusters Score -140165.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -140305.468750 Penalty: 2437.492432
	Iteration 7Q: 3 clusters Score -140305.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -140446.218750 Penalty: 2437.492432
	Iteration 8Q: 3 clusters Score -140446.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140557.312500 Penalty: 2437.492432
	Iteration 9Q: 3 clusters Score -140557.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -140626.015625 Penalty: 2437.492432
	Iteration 10Q: 3 clusters Score -140626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -140680.875000 Penalty: 2437.492432
	Iteration 11Q: 3 clusters Score -140680.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140717.265625 Penalty: 2437.492432
	Iteration 12Q: 3 clusters Score -140717.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140738.031250 Penalty: 2437.492432
	Iteration 13Q: 3 clusters Score -140738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140762.390625 Penalty: 2437.492432
	Iteration 14Q: 3 clusters Score -140762.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -140799.781250 Penalty: 2437.492432
	Iteration 15Q: 3 clusters Score -140799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -140824.531250 Penalty: 2437.492432
	Iteration 16Q: 3 clusters Score -140824.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140847.609375 Penalty: 2437.492432
	Iteration 17Q: 3 clusters Score -140847.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -140874.937500 Penalty: 2437.492432
	Iteration 18Q: 3 clusters Score -140874.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -140901.000000 Penalty: 2437.492432
	Iteration 19Q: 3 clusters Score -140901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -140936.234375 Penalty: 2437.492432
	Iteration 20F: 3 clusters Score -140936.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -140957.046875 Penalty: 2437.492432
	Iteration 21Q: 3 clusters Score -140957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -140964.140625 Penalty: 2437.492432
	Iteration 22Q: 3 clusters Score -140964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -140968.812500 Penalty: 2437.492432
	Iteration 23Q: 3 clusters Score -140968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -140970.453125 Penalty: 2437.492432
	Iteration 24Q: 3 clusters Score -140970.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -140972.218750 Penalty: 2437.492432
	Iteration 25Q: 3 clusters Score -140972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -140976.781250 Penalty: 2437.492432
	Iteration 26Q: 3 clusters Score -140976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -140978.781250 Penalty: 2437.492432
	Iteration 27Q: 3 clusters Score -140978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -140981.281250 Penalty: 2437.492432
	Iteration 28Q: 3 clusters Score -140981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -140981.718750 Penalty: 2437.492432
	Iteration 29Q: 3 clusters Score -140981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -140981.718750 Penalty: 2437.492432
	Iteration 30F: 3 clusters Score -140981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35311 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28686 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38869 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 650 members 
Mstep: Class 36 contains 30523 members 
Mstep: Class 37 contains 21865 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 32245 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31320 members 
Mstep: Class 44 contains 4837 members 
Mstep: Class 45 contains 7572 members 
Mstep: Class 46 contains 1158 members 
Entering Unmasked Estep 
Score: -49777592.000000 Penalty: 98713.132812
Splitting cluster 35 changes total score from -49778088.000000 to -49777592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (30523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Entering Unmasked Estep 
Score: -2935868.250000 Penalty: 1678.013306
	Iteration 0F: 2 clusters Score -2935868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2915353.000000 Penalty: 3356.026611
	Iteration 0F: 3 clusters Score -2915353 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2923092.000000 Penalty: 3356.026611
	Iteration 1F: 3 clusters Score -2923092 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2923551.750000 Penalty: 3356.026611
	Iteration 2Q: 3 clusters Score -2923552 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2924139.500000 Penalty: 3356.026611
	Iteration 3Q: 3 clusters Score -2924140 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2924902.000000 Penalty: 3356.026611
	Iteration 4Q: 3 clusters Score -2924902 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2925895.250000 Penalty: 3356.026611
	Iteration 5F: 3 clusters Score -2925895 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2926946.000000 Penalty: 3356.026611
	Iteration 6F: 3 clusters Score -2926946 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2928022.500000 Penalty: 3356.026611
	Iteration 7F: 3 clusters Score -2928022 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2928924.750000 Penalty: 3356.026611
	Iteration 8F: 3 clusters Score -2928925 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2929645.500000 Penalty: 3356.026611
	Iteration 9Q: 3 clusters Score -2929646 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2930209.500000 Penalty: 3356.026611
	Iteration 10Q: 3 clusters Score -2930210 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2930543.500000 Penalty: 3356.026611
	Iteration 11Q: 3 clusters Score -2930544 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2930758.000000 Penalty: 3356.026611
	Iteration 12Q: 3 clusters Score -2930758 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2930928.250000 Penalty: 3356.026611
	Iteration 13Q: 3 clusters Score -2930928 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2931049.000000 Penalty: 3356.026611
	Iteration 14Q: 3 clusters Score -2931049 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2931142.750000 Penalty: 3356.026611
	Iteration 15Q: 3 clusters Score -2931143 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2931244.500000 Penalty: 3356.026611
	Iteration 16Q: 3 clusters Score -2931244 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2931332.500000 Penalty: 3356.026611
	Iteration 17Q: 3 clusters Score -2931332 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2931469.000000 Penalty: 3356.026611
	Iteration 18Q: 3 clusters Score -2931469 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2931603.250000 Penalty: 3356.026611
	Iteration 19Q: 3 clusters Score -2931603 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2931727.750000 Penalty: 3356.026611
	Iteration 20F: 3 clusters Score -2931728 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2931831.250000 Penalty: 3356.026611
	Iteration 21Q: 3 clusters Score -2931831 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2931947.750000 Penalty: 3356.026611
	Iteration 22Q: 3 clusters Score -2931948 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2932077.750000 Penalty: 3356.026611
	Iteration 23Q: 3 clusters Score -2932078 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2932201.000000 Penalty: 3356.026611
	Iteration 24Q: 3 clusters Score -2932201 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2932336.500000 Penalty: 3356.026611
	Iteration 25Q: 3 clusters Score -2932336 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2932494.500000 Penalty: 3356.026611
	Iteration 26Q: 3 clusters Score -2932494 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2932625.250000 Penalty: 3356.026611
	Iteration 27Q: 3 clusters Score -2932625 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2932753.000000 Penalty: 3356.026611
	Iteration 28Q: 3 clusters Score -2932753 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2932865.500000 Penalty: 3356.026611
	Iteration 29Q: 3 clusters Score -2932866 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2932994.250000 Penalty: 3356.026611
	Iteration 30Q: 3 clusters Score -2932994 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2933110.250000 Penalty: 3356.026611
	Iteration 31Q: 3 clusters Score -2933110 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2933231.250000 Penalty: 3356.026611
	Iteration 32Q: 3 clusters Score -2933231 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2933368.250000 Penalty: 3356.026611
	Iteration 33Q: 3 clusters Score -2933368 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2933486.000000 Penalty: 3356.026611
	Iteration 34Q: 3 clusters Score -2933486 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2933561.750000 Penalty: 3356.026611
	Iteration 35Q: 3 clusters Score -2933562 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2933659.000000 Penalty: 3356.026611
	Iteration 36Q: 3 clusters Score -2933659 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2933731.000000 Penalty: 3356.026611
	Iteration 37Q: 3 clusters Score -2933731 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2933802.750000 Penalty: 3356.026611
	Iteration 38Q: 3 clusters Score -2933803 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2933872.500000 Penalty: 3356.026611
	Iteration 39Q: 3 clusters Score -2933872 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2933926.750000 Penalty: 3356.026611
	Iteration 40F: 3 clusters Score -2933927 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2933990.250000 Penalty: 3356.026611
	Iteration 41Q: 3 clusters Score -2933990 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2934032.500000 Penalty: 3356.026611
	Iteration 42Q: 3 clusters Score -2934032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2934072.250000 Penalty: 3356.026611
	Iteration 43Q: 3 clusters Score -2934072 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2934100.250000 Penalty: 3356.026611
	Iteration 44Q: 3 clusters Score -2934100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2934137.000000 Penalty: 3356.026611
	Iteration 45Q: 3 clusters Score -2934137 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2934143.750000 Penalty: 3356.026611
	Iteration 46Q: 3 clusters Score -2934144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2934150.500000 Penalty: 3356.026611
	Iteration 47Q: 3 clusters Score -2934150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2934163.500000 Penalty: 3356.026611
	Iteration 48Q: 3 clusters Score -2934164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2934178.000000 Penalty: 3356.026611
	Iteration 49Q: 3 clusters Score -2934178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2934185.500000 Penalty: 3356.026611
	Iteration 50Q: 3 clusters Score -2934186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2934207.500000 Penalty: 3356.026611
	Iteration 51Q: 3 clusters Score -2934208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2934203.750000 Penalty: 3356.026611
	Iteration 52Q: 3 clusters Score -2934204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2934210.250000 Penalty: 3356.026611
	Iteration 53Q: 3 clusters Score -2934210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2934220.250000 Penalty: 3356.026611
	Iteration 54Q: 3 clusters Score -2934220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2934234.750000 Penalty: 3356.026611
	Iteration 55Q: 3 clusters Score -2934235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2934248.750000 Penalty: 3356.026611
	Iteration 56Q: 3 clusters Score -2934249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2934254.750000 Penalty: 3356.026611
	Iteration 57Q: 3 clusters Score -2934255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2934264.250000 Penalty: 3356.026611
	Iteration 58Q: 3 clusters Score -2934264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2934272.000000 Penalty: 3356.026611
	Iteration 59Q: 3 clusters Score -2934272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2934275.500000 Penalty: 3356.026611
	Iteration 60F: 3 clusters Score -2934276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2934276.250000 Penalty: 3356.026611
	Iteration 61Q: 3 clusters Score -2934276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2934280.250000 Penalty: 3356.026611
	Iteration 62Q: 3 clusters Score -2934280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2934290.250000 Penalty: 3356.026611
	Iteration 63Q: 3 clusters Score -2934290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2934293.500000 Penalty: 3356.026611
	Iteration 64Q: 3 clusters Score -2934294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2934295.750000 Penalty: 3356.026611
	Iteration 65Q: 3 clusters Score -2934296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2934303.000000 Penalty: 3356.026611
	Iteration 66Q: 3 clusters Score -2934303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2934301.750000 Penalty: 3356.026611
	Iteration 67Q: 3 clusters Score -2934302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2934308.250000 Penalty: 3356.026611
	Iteration 68Q: 3 clusters Score -2934308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2934314.000000 Penalty: 3356.026611
	Iteration 69Q: 3 clusters Score -2934314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2934317.500000 Penalty: 3356.026611
	Iteration 70Q: 3 clusters Score -2934318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2934319.000000 Penalty: 3356.026611
	Iteration 71Q: 3 clusters Score -2934319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2934326.000000 Penalty: 3356.026611
	Iteration 72Q: 3 clusters Score -2934326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2934335.250000 Penalty: 3356.026611
	Iteration 73Q: 3 clusters Score -2934335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2934344.500000 Penalty: 3356.026611
	Iteration 74Q: 3 clusters Score -2934344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2934343.000000 Penalty: 3356.026611
	Iteration 75Q: 3 clusters Score -2934343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2934347.750000 Penalty: 3356.026611
	Iteration 76Q: 3 clusters Score -2934348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2934352.750000 Penalty: 3356.026611
	Iteration 77Q: 3 clusters Score -2934353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2934356.250000 Penalty: 3356.026611
	Iteration 78Q: 3 clusters Score -2934356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2934365.000000 Penalty: 3356.026611
	Iteration 79Q: 3 clusters Score -2934365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2934369.250000 Penalty: 3356.026611
	Iteration 80F: 3 clusters Score -2934369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2934377.750000 Penalty: 3356.026611
	Iteration 81Q: 3 clusters Score -2934378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2934381.000000 Penalty: 3356.026611
	Iteration 82Q: 3 clusters Score -2934381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2934384.250000 Penalty: 3356.026611
	Iteration 83Q: 3 clusters Score -2934384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2934382.000000 Penalty: 3356.026611
	Iteration 84Q: 3 clusters Score -2934382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2934385.500000 Penalty: 3356.026611
	Iteration 85Q: 3 clusters Score -2934386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2934386.250000 Penalty: 3356.026611
	Iteration 86Q: 3 clusters Score -2934386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2934386.000000 Penalty: 3356.026611
	Iteration 87Q: 3 clusters Score -2934386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2934388.500000 Penalty: 3356.026611
	Iteration 88Q: 3 clusters Score -2934388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2934392.500000 Penalty: 3356.026611
	Iteration 89Q: 3 clusters Score -2934392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2934393.000000 Penalty: 3356.026611
	Iteration 90Q: 3 clusters Score -2934393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2934394.000000 Penalty: 3356.026611
	Iteration 91Q: 3 clusters Score -2934394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2934400.000000 Penalty: 3356.026611
	Iteration 92Q: 3 clusters Score -2934400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2934397.000000 Penalty: 3356.026611
	Iteration 93Q: 3 clusters Score -2934397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2934400.000000 Penalty: 3356.026611
	Iteration 94Q: 3 clusters Score -2934400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2934399.000000 Penalty: 3356.026611
	Iteration 95Q: 3 clusters Score -2934399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2934400.000000 Penalty: 3356.026611
	Iteration 96Q: 3 clusters Score -2934400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2934397.750000 Penalty: 3356.026611
	Iteration 97Q: 3 clusters Score -2934398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2934402.500000 Penalty: 3356.026611
	Iteration 98Q: 3 clusters Score -2934402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2934399.250000 Penalty: 3356.026611
	Iteration 99Q: 3 clusters Score -2934399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2934399.250000 Penalty: 3356.026611
	Iteration 100F: 3 clusters Score -2934399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2934396.500000 Penalty: 3356.026611
	Iteration 101Q: 3 clusters Score -2934396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2934395.250000 Penalty: 3356.026611
	Iteration 102Q: 3 clusters Score -2934395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2934396.750000 Penalty: 3356.026611
	Iteration 103Q: 3 clusters Score -2934397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2934398.250000 Penalty: 3356.026611
	Iteration 104Q: 3 clusters Score -2934398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2934398.250000 Penalty: 3356.026611
	Iteration 105Q: 3 clusters Score -2934398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2934402.000000 Penalty: 3356.026611
	Iteration 106Q: 3 clusters Score -2934402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2934400.000000 Penalty: 3356.026611
	Iteration 107Q: 3 clusters Score -2934400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2934400.250000 Penalty: 3356.026611
	Iteration 108Q: 3 clusters Score -2934400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2934402.250000 Penalty: 3356.026611
	Iteration 109Q: 3 clusters Score -2934402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2934401.500000 Penalty: 3356.026611
	Iteration 110Q: 3 clusters Score -2934402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2934402.750000 Penalty: 3356.026611
	Iteration 111Q: 3 clusters Score -2934403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2934403.250000 Penalty: 3356.026611
	Iteration 112Q: 3 clusters Score -2934403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2934399.750000 Penalty: 3356.026611
	Iteration 113Q: 3 clusters Score -2934400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2934399.000000 Penalty: 3356.026611
	Iteration 114Q: 3 clusters Score -2934399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2934399.250000 Penalty: 3356.026611
	Iteration 115Q: 3 clusters Score -2934399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2934400.500000 Penalty: 3356.026611
	Iteration 116Q: 3 clusters Score -2934400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2934401.750000 Penalty: 3356.026611
	Iteration 117Q: 3 clusters Score -2934402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2934401.750000 Penalty: 3356.026611
	Iteration 118F: 3 clusters Score -2934402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (21865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Entering Unmasked Estep 
Score: -2040751.875000 Penalty: 1623.804443
	Iteration 0F: 2 clusters Score -2040752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2025836.500000 Penalty: 3247.608887
	Iteration 0F: 3 clusters Score -2025836 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2031204.125000 Penalty: 3247.608887
	Iteration 1F: 3 clusters Score -2031204 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2031544.250000 Penalty: 3247.608887
	Iteration 2Q: 3 clusters Score -2031544 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2031873.000000 Penalty: 3247.608887
	Iteration 3Q: 3 clusters Score -2031873 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2032208.250000 Penalty: 3247.608887
	Iteration 4Q: 3 clusters Score -2032208 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2032522.625000 Penalty: 3247.608887
	Iteration 5Q: 3 clusters Score -2032523 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2032812.625000 Penalty: 3247.608887
	Iteration 6Q: 3 clusters Score -2032813 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2033060.875000 Penalty: 3247.608887
	Iteration 7Q: 3 clusters Score -2033061 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2033318.500000 Penalty: 3247.608887
	Iteration 8Q: 3 clusters Score -2033318 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2033569.875000 Penalty: 3247.608887
	Iteration 9Q: 3 clusters Score -2033570 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2033810.625000 Penalty: 3247.608887
	Iteration 10Q: 3 clusters Score -2033811 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2034065.750000 Penalty: 3247.608887
	Iteration 11Q: 3 clusters Score -2034066 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2034320.375000 Penalty: 3247.608887
	Iteration 12Q: 3 clusters Score -2034320 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2034629.250000 Penalty: 3247.608887
	Iteration 13Q: 3 clusters Score -2034629 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2035023.000000 Penalty: 3247.608887
	Iteration 14Q: 3 clusters Score -2035023 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2035549.250000 Penalty: 3247.608887
	Iteration 15Q: 3 clusters Score -2035549 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2036159.500000 Penalty: 3247.608887
	Iteration 16Q: 3 clusters Score -2036160 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2036853.125000 Penalty: 3247.608887
	Iteration 17Q: 3 clusters Score -2036853 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2037561.000000 Penalty: 3247.608887
	Iteration 18Q: 3 clusters Score -2037561 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2038182.750000 Penalty: 3247.608887
	Iteration 19Q: 3 clusters Score -2038183 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2038642.750000 Penalty: 3247.608887
	Iteration 20F: 3 clusters Score -2038643 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2038930.500000 Penalty: 3247.608887
	Iteration 21Q: 3 clusters Score -2038930 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2039107.500000 Penalty: 3247.608887
	Iteration 22Q: 3 clusters Score -2039108 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2039209.375000 Penalty: 3247.608887
	Iteration 23Q: 3 clusters Score -2039209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2039273.750000 Penalty: 3247.608887
	Iteration 24Q: 3 clusters Score -2039274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2039311.625000 Penalty: 3247.608887
	Iteration 25Q: 3 clusters Score -2039312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2039351.625000 Penalty: 3247.608887
	Iteration 26Q: 3 clusters Score -2039352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2039374.750000 Penalty: 3247.608887
	Iteration 27Q: 3 clusters Score -2039375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2039391.125000 Penalty: 3247.608887
	Iteration 28Q: 3 clusters Score -2039391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2039400.000000 Penalty: 3247.608887
	Iteration 29Q: 3 clusters Score -2039400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2039402.500000 Penalty: 3247.608887
	Iteration 30Q: 3 clusters Score -2039402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2039412.125000 Penalty: 3247.608887
	Iteration 31Q: 3 clusters Score -2039412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2039422.875000 Penalty: 3247.608887
	Iteration 32Q: 3 clusters Score -2039423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2039426.625000 Penalty: 3247.608887
	Iteration 33Q: 3 clusters Score -2039427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2039432.750000 Penalty: 3247.608887
	Iteration 34Q: 3 clusters Score -2039433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2039437.250000 Penalty: 3247.608887
	Iteration 35Q: 3 clusters Score -2039437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2039441.125000 Penalty: 3247.608887
	Iteration 36Q: 3 clusters Score -2039441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2039443.500000 Penalty: 3247.608887
	Iteration 37Q: 3 clusters Score -2039444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2039442.500000 Penalty: 3247.608887
	Iteration 38Q: 3 clusters Score -2039442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2039445.000000 Penalty: 3247.608887
	Iteration 39Q: 3 clusters Score -2039445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2039451.875000 Penalty: 3247.608887
	Iteration 40F: 3 clusters Score -2039452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2039456.750000 Penalty: 3247.608887
	Iteration 41Q: 3 clusters Score -2039457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2039462.250000 Penalty: 3247.608887
	Iteration 42Q: 3 clusters Score -2039462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2039461.000000 Penalty: 3247.608887
	Iteration 43Q: 3 clusters Score -2039461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2039465.125000 Penalty: 3247.608887
	Iteration 44Q: 3 clusters Score -2039465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2039469.125000 Penalty: 3247.608887
	Iteration 45Q: 3 clusters Score -2039469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2039470.500000 Penalty: 3247.608887
	Iteration 46Q: 3 clusters Score -2039470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2039470.500000 Penalty: 3247.608887
	Iteration 47F: 3 clusters Score -2039470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -129556.781250 Penalty: 1183.448730
	Iteration 0F: 2 clusters Score -129556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -127790.625000 Penalty: 2366.897461
	Iteration 0F: 3 clusters Score -127790.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -128153.773438 Penalty: 2366.897461
	Iteration 1F: 3 clusters Score -128153.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128279.671875 Penalty: 2366.897461
	Iteration 2F: 3 clusters Score -128279.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -128355.421875 Penalty: 2366.897461
	Iteration 3F: 3 clusters Score -128355.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -128409.109375 Penalty: 2366.897461
	Iteration 4Q: 3 clusters Score -128409.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128458.867188 Penalty: 2366.897461
	Iteration 5Q: 3 clusters Score -128458.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128500.375000 Penalty: 2366.897461
	Iteration 6Q: 3 clusters Score -128500.4 nChanged 43
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: -128547.632812 Penalty: 2366.897461
	Iteration 7Q: 3 clusters Score -128547.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128599.054688 Penalty: 2366.897461
	Iteration 8Q: 3 clusters Score -128599.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128645.000000 Penalty: 2366.897461
	Iteration 9Q: 3 clusters Score -128645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128676.773438 Penalty: 2366.897461
	Iteration 10Q: 3 clusters Score -128676.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128714.531250 Penalty: 2366.897461
	Iteration 11Q: 3 clusters Score -128714.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128734.859375 Penalty: 2366.897461
	Iteration 12Q: 3 clusters Score -128734.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128753.312500 Penalty: 2366.897461
	Iteration 13Q: 3 clusters Score -128753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128766.859375 Penalty: 2366.897461
	Iteration 14Q: 3 clusters Score -128766.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128775.804688 Penalty: 2366.897461
	Iteration 15Q: 3 clusters Score -128775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128782.617188 Penalty: 2366.897461
	Iteration 16Q: 3 clusters Score -128782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128785.718750 Penalty: 2366.897461
	Iteration 17Q: 3 clusters Score -128785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128788.562500 Penalty: 2366.897461
	Iteration 18Q: 3 clusters Score -128788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128788.859375 Penalty: 2366.897461
	Iteration 19Q: 3 clusters Score -128788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128788.859375 Penalty: 2366.897461
	Iteration 20F: 3 clusters Score -128788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (32245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Entering Unmasked Estep 
Score: -3164601.500000 Penalty: 1686.931641
	Iteration 0F: 2 clusters Score -3164602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3145689.250000 Penalty: 3373.863281
	Iteration 0F: 3 clusters Score -3145689 nChanged 14868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3153900.000000 Penalty: 3373.863281
	Iteration 1F: 3 clusters Score -3153900 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3154225.000000 Penalty: 3373.863281
	Iteration 2Q: 3 clusters Score -3154225 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3154536.500000 Penalty: 3373.863281
	Iteration 3Q: 3 clusters Score -3154536 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3154910.500000 Penalty: 3373.863281
	Iteration 4Q: 3 clusters Score -3154910 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3155324.250000 Penalty: 3373.863281
	Iteration 5Q: 3 clusters Score -3155324 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3155926.500000 Penalty: 3373.863281
	Iteration 6Q: 3 clusters Score -3155926 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3156747.000000 Penalty: 3373.863281
	Iteration 7F: 3 clusters Score -3156747 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3157890.750000 Penalty: 3373.863281
	Iteration 8F: 3 clusters Score -3157891 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3159334.750000 Penalty: 3373.863281
	Iteration 9F: 3 clusters Score -3159335 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3160891.750000 Penalty: 3373.863281
	Iteration 10F: 3 clusters Score -3160892 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3162005.750000 Penalty: 3373.863281
	Iteration 11F: 3 clusters Score -3162006 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3162701.750000 Penalty: 3373.863281
	Iteration 12Q: 3 clusters Score -3162702 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3162953.250000 Penalty: 3373.863281
	Iteration 13Q: 3 clusters Score -3162953 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -3163042.000000 Penalty: 3373.863281
	Iteration 14Q: 3 clusters Score -3163042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3163083.750000 Penalty: 3373.863281
	Iteration 15Q: 3 clusters Score -3163084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3163104.750000 Penalty: 3373.863281
	Iteration 16Q: 3 clusters Score -3163105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -3163105.500000 Penalty: 3373.863281
	Iteration 17Q: 3 clusters Score -3163106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -3163117.750000 Penalty: 3373.863281
	Iteration 18Q: 3 clusters Score -3163118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -3163139.000000 Penalty: 3373.863281
	Iteration 19Q: 3 clusters Score -3163139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3163144.750000 Penalty: 3373.863281
	Iteration 20F: 3 clusters Score -3163145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3163151.500000 Penalty: 3373.863281
	Iteration 21Q: 3 clusters Score -3163152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3163151.500000 Penalty: 3373.863281
	Iteration 22F: 3 clusters Score -3163152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -302554.218750 Penalty: 1315.782349
	Iteration 0F: 2 clusters Score -302554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -299628.906250 Penalty: 2631.564697
	Iteration 0F: 3 clusters Score -299628.9 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -300460.500000 Penalty: 2631.564697
	Iteration 1F: 3 clusters Score -300460.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -300736.531250 Penalty: 2631.564697
	Iteration 2F: 3 clusters Score -300736.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -300935.781250 Penalty: 2631.564697
	Iteration 3F: 3 clusters Score -300935.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -301068.031250 Penalty: 2631.564697
	Iteration 4F: 3 clusters Score -301068 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -301167.781250 Penalty: 2631.564697
	Iteration 5Q: 3 clusters Score -301167.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -301261.312500 Penalty: 2631.564697
	Iteration 6Q: 3 clusters Score -301261.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -301331.281250 Penalty: 2631.564697
	Iteration 7Q: 3 clusters Score -301331.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -301388.312500 Penalty: 2631.564697
	Iteration 8Q: 3 clusters Score -301388.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -301458.406250 Penalty: 2631.564697
	Iteration 9Q: 3 clusters Score -301458.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -301517.843750 Penalty: 2631.564697
	Iteration 10Q: 3 clusters Score -301517.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -301564.375000 Penalty: 2631.564697
	Iteration 11Q: 3 clusters Score -301564.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -301600.937500 Penalty: 2631.564697
	Iteration 12Q: 3 clusters Score -301600.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -301638.968750 Penalty: 2631.564697
	Iteration 13Q: 3 clusters Score -301639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -301680.000000 Penalty: 2631.564697
	Iteration 14Q: 3 clusters Score -301680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -301706.406250 Penalty: 2631.564697
	Iteration 15Q: 3 clusters Score -301706.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -301723.687500 Penalty: 2631.564697
	Iteration 16Q: 3 clusters Score -301723.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -301735.406250 Penalty: 2631.564697
	Iteration 17Q: 3 clusters Score -301735.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -301745.875000 Penalty: 2631.564697
	Iteration 18Q: 3 clusters Score -301745.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -301752.281250 Penalty: 2631.564697
	Iteration 19Q: 3 clusters Score -301752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -301757.125000 Penalty: 2631.564697
	Iteration 20F: 3 clusters Score -301757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -301760.937500 Penalty: 2631.564697
	Iteration 21Q: 3 clusters Score -301760.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -301763.125000 Penalty: 2631.564697
	Iteration 22Q: 3 clusters Score -301763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -301764.218750 Penalty: 2631.564697
	Iteration 23Q: 3 clusters Score -301764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -301765.906250 Penalty: 2631.564697
	Iteration 24Q: 3 clusters Score -301765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -301767.468750 Penalty: 2631.564697
	Iteration 25Q: 3 clusters Score -301767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -301769.093750 Penalty: 2631.564697
	Iteration 26Q: 3 clusters Score -301769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -301772.656250 Penalty: 2631.564697
	Iteration 27Q: 3 clusters Score -301772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -301775.281250 Penalty: 2631.564697
	Iteration 28Q: 3 clusters Score -301775.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -301775.625000 Penalty: 2631.564697
	Iteration 29Q: 3 clusters Score -301775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -301776.937500 Penalty: 2631.564697
	Iteration 30Q: 3 clusters Score -301776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -301777.125000 Penalty: 2631.564697
	Iteration 31Q: 3 clusters Score -301777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -301777.750000 Penalty: 2631.564697
	Iteration 32Q: 3 clusters Score -301777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -301777.750000 Penalty: 2631.564697
	Iteration 33F: 3 clusters Score -301777.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -122485.117188 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -122485.1 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 698 members 
Entering Unmasked Estep 
Score: -120790.226562 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -120790.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -121078.906250 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -121078.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121158.328125 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -121158.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121201.492188 Penalty: 2348.754150
	Iteration 3Q: 3 clusters Score -121201.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -121225.148438 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -121225.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -121248.882812 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -121248.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -121278.562500 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -121278.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -121306.289062 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -121306.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121343.882812 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -121343.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121395.453125 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -121395.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -121456.312500 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -121456.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -121528.812500 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -121528.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -121662.007812 Penalty: 2348.754150
	Iteration 12F: 3 clusters Score -121662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -121800.546875 Penalty: 2348.754150
	Iteration 13F: 3 clusters Score -121800.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -121936.226562 Penalty: 2348.754150
	Iteration 14F: 3 clusters Score -121936.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122021.757812 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -122021.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122093.468750 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -122093.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -122157.476562 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -122157.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122212.460938 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -122212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122253.765625 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -122253.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122292.984375 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -122293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122332.429688 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -122332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122343.023438 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -122343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122348.515625 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -122348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122361.515625 Penalty: 2348.754150
	Iteration 24Q: 3 clusters Score -122361.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122372.570312 Penalty: 2348.754150
	Iteration 25Q: 3 clusters Score -122372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122375.367188 Penalty: 2348.754150
	Iteration 26Q: 3 clusters Score -122375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122376.335938 Penalty: 2348.754150
	Iteration 27Q: 3 clusters Score -122376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122376.335938 Penalty: 2348.754150
	Iteration 28F: 3 clusters Score -122376.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -130642.031250 Penalty: 1180.745850
	Iteration 0F: 2 clusters Score -130642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128907.546875 Penalty: 2361.491699
	Iteration 0F: 3 clusters Score -128907.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -129227.195312 Penalty: 2361.491699
	Iteration 1F: 3 clusters Score -129227.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -129305.960938 Penalty: 2361.491699
	Iteration 2F: 3 clusters Score -129306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -129348.648438 Penalty: 2361.491699
	Iteration 3Q: 3 clusters Score -129348.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -129370.914062 Penalty: 2361.491699
	Iteration 4Q: 3 clusters Score -129370.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -129383.054688 Penalty: 2361.491699
	Iteration 5Q: 3 clusters Score -129383.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129389.914062 Penalty: 2361.491699
	Iteration 6Q: 3 clusters Score -129389.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -129398.156250 Penalty: 2361.491699
	Iteration 7Q: 3 clusters Score -129398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -129404.304688 Penalty: 2361.491699
	Iteration 8Q: 3 clusters Score -129404.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129411.859375 Penalty: 2361.491699
	Iteration 9Q: 3 clusters Score -129411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -129417.140625 Penalty: 2361.491699
	Iteration 10Q: 3 clusters Score -129417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -129421.304688 Penalty: 2361.491699
	Iteration 11Q: 3 clusters Score -129421.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -129425.179688 Penalty: 2361.491699
	Iteration 12Q: 3 clusters Score -129425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129427.937500 Penalty: 2361.491699
	Iteration 13Q: 3 clusters Score -129427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129429.906250 Penalty: 2361.491699
	Iteration 14Q: 3 clusters Score -129429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129431.898438 Penalty: 2361.491699
	Iteration 15Q: 3 clusters Score -129431.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129433.343750 Penalty: 2361.491699
	Iteration 16Q: 3 clusters Score -129433.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129434.851562 Penalty: 2361.491699
	Iteration 17Q: 3 clusters Score -129434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129437.625000 Penalty: 2361.491699
	Iteration 18Q: 3 clusters Score -129437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129439.445312 Penalty: 2361.491699
	Iteration 19Q: 3 clusters Score -129439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129441.859375 Penalty: 2361.491699
	Iteration 20F: 3 clusters Score -129441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129444.601562 Penalty: 2361.491699
	Iteration 21Q: 3 clusters Score -129444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129446.679688 Penalty: 2361.491699
	Iteration 22Q: 3 clusters Score -129446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129450.585938 Penalty: 2361.491699
	Iteration 23Q: 3 clusters Score -129450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129453.078125 Penalty: 2361.491699
	Iteration 24Q: 3 clusters Score -129453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129454.835938 Penalty: 2361.491699
	Iteration 25Q: 3 clusters Score -129454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129455.703125 Penalty: 2361.491699
	Iteration 26Q: 3 clusters Score -129455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -129457.203125 Penalty: 2361.491699
	Iteration 27Q: 3 clusters Score -129457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129457.632812 Penalty: 2361.491699
	Iteration 28Q: 3 clusters Score -129457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129457.632812 Penalty: 2361.491699
	Iteration 29F: 3 clusters Score -129457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (31320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Entering Unmasked Estep 
Score: -3090989.750000 Penalty: 1682.201904
	Iteration 0F: 2 clusters Score -3090990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3071211.250000 Penalty: 3364.403809
	Iteration 0F: 3 clusters Score -3071211 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3079019.250000 Penalty: 3364.403809
	Iteration 1F: 3 clusters Score -3079019 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3079343.750000 Penalty: 3364.403809
	Iteration 2Q: 3 clusters Score -3079344 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3079614.000000 Penalty: 3364.403809
	Iteration 3Q: 3 clusters Score -3079614 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3079856.500000 Penalty: 3364.403809
	Iteration 4Q: 3 clusters Score -3079856 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3080046.250000 Penalty: 3364.403809
	Iteration 5Q: 3 clusters Score -3080046 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3080208.500000 Penalty: 3364.403809
	Iteration 6Q: 3 clusters Score -3080208 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3080387.500000 Penalty: 3364.403809
	Iteration 7Q: 3 clusters Score -3080388 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3080595.750000 Penalty: 3364.403809
	Iteration 8Q: 3 clusters Score -3080596 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3080861.000000 Penalty: 3364.403809
	Iteration 9Q: 3 clusters Score -3080861 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3081258.000000 Penalty: 3364.403809
	Iteration 10Q: 3 clusters Score -3081258 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3081804.000000 Penalty: 3364.403809
	Iteration 11Q: 3 clusters Score -3081804 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3082658.500000 Penalty: 3364.403809
	Iteration 12Q: 3 clusters Score -3082658 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3083729.250000 Penalty: 3364.403809
	Iteration 13F: 3 clusters Score -3083729 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3084741.000000 Penalty: 3364.403809
	Iteration 14F: 3 clusters Score -3084741 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3085529.750000 Penalty: 3364.403809
	Iteration 15Q: 3 clusters Score -3085530 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3086024.000000 Penalty: 3364.403809
	Iteration 16Q: 3 clusters Score -3086024 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3086359.500000 Penalty: 3364.403809
	Iteration 17Q: 3 clusters Score -3086360 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3086589.000000 Penalty: 3364.403809
	Iteration 18Q: 3 clusters Score -3086589 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3086815.250000 Penalty: 3364.403809
	Iteration 19Q: 3 clusters Score -3086815 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3086949.000000 Penalty: 3364.403809
	Iteration 20F: 3 clusters Score -3086949 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3087066.000000 Penalty: 3364.403809
	Iteration 21Q: 3 clusters Score -3087066 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3087185.500000 Penalty: 3364.403809
	Iteration 22Q: 3 clusters Score -3087186 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3087311.000000 Penalty: 3364.403809
	Iteration 23Q: 3 clusters Score -3087311 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3087327.250000 Penalty: 3364.403809
	Iteration 24Q: 3 clusters Score -3087327 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3087380.750000 Penalty: 3364.403809
	Iteration 25Q: 3 clusters Score -3087381 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3087443.750000 Penalty: 3364.403809
	Iteration 26Q: 3 clusters Score -3087444 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3087489.750000 Penalty: 3364.403809
	Iteration 27Q: 3 clusters Score -3087490 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3087551.500000 Penalty: 3364.403809
	Iteration 28Q: 3 clusters Score -3087552 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3087582.250000 Penalty: 3364.403809
	Iteration 29Q: 3 clusters Score -3087582 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3087659.500000 Penalty: 3364.403809
	Iteration 30Q: 3 clusters Score -3087660 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3087721.250000 Penalty: 3364.403809
	Iteration 31Q: 3 clusters Score -3087721 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3087783.250000 Penalty: 3364.403809
	Iteration 32Q: 3 clusters Score -3087783 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3087846.250000 Penalty: 3364.403809
	Iteration 33Q: 3 clusters Score -3087846 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3087913.500000 Penalty: 3364.403809
	Iteration 34Q: 3 clusters Score -3087914 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3087975.000000 Penalty: 3364.403809
	Iteration 35Q: 3 clusters Score -3087975 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3088048.500000 Penalty: 3364.403809
	Iteration 36Q: 3 clusters Score -3088048 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3088115.500000 Penalty: 3364.403809
	Iteration 37Q: 3 clusters Score -3088116 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3088142.500000 Penalty: 3364.403809
	Iteration 38Q: 3 clusters Score -3088142 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3088199.000000 Penalty: 3364.403809
	Iteration 39Q: 3 clusters Score -3088199 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3088357.500000 Penalty: 3364.403809
	Iteration 40F: 3 clusters Score -3088358 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3088456.750000 Penalty: 3364.403809
	Iteration 41Q: 3 clusters Score -3088457 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3088524.500000 Penalty: 3364.403809
	Iteration 42Q: 3 clusters Score -3088524 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3088596.000000 Penalty: 3364.403809
	Iteration 43Q: 3 clusters Score -3088596 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3088634.750000 Penalty: 3364.403809
	Iteration 44Q: 3 clusters Score -3088635 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3088681.500000 Penalty: 3364.403809
	Iteration 45Q: 3 clusters Score -3088682 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3088693.750000 Penalty: 3364.403809
	Iteration 46Q: 3 clusters Score -3088694 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3088709.000000 Penalty: 3364.403809
	Iteration 47Q: 3 clusters Score -3088709 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3088704.500000 Penalty: 3364.403809
	Iteration 48Q: 3 clusters Score -3088704 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3088703.000000 Penalty: 3364.403809
	Iteration 49Q: 3 clusters Score -3088703 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3088699.500000 Penalty: 3364.403809
	Iteration 50Q: 3 clusters Score -3088700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3088700.750000 Penalty: 3364.403809
	Iteration 51Q: 3 clusters Score -3088701 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3088691.250000 Penalty: 3364.403809
	Iteration 52Q: 3 clusters Score -3088691 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3088694.250000 Penalty: 3364.403809
	Iteration 53Q: 3 clusters Score -3088694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3088697.750000 Penalty: 3364.403809
	Iteration 54Q: 3 clusters Score -3088698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3088698.000000 Penalty: 3364.403809
	Iteration 55Q: 3 clusters Score -3088698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3088694.750000 Penalty: 3364.403809
	Iteration 56Q: 3 clusters Score -3088695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3088697.750000 Penalty: 3364.403809
	Iteration 57Q: 3 clusters Score -3088698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3088684.750000 Penalty: 3364.403809
	Iteration 58Q: 3 clusters Score -3088685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3088685.250000 Penalty: 3364.403809
	Iteration 59Q: 3 clusters Score -3088685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3088685.000000 Penalty: 3364.403809
	Iteration 60F: 3 clusters Score -3088685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3088682.000000 Penalty: 3364.403809
	Iteration 61Q: 3 clusters Score -3088682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3088684.000000 Penalty: 3364.403809
	Iteration 62Q: 3 clusters Score -3088684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3088672.250000 Penalty: 3364.403809
	Iteration 63Q: 3 clusters Score -3088672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3088670.750000 Penalty: 3364.403809
	Iteration 64Q: 3 clusters Score -3088671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3088673.750000 Penalty: 3364.403809
	Iteration 65Q: 3 clusters Score -3088674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3088679.000000 Penalty: 3364.403809
	Iteration 66Q: 3 clusters Score -3088679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3088668.250000 Penalty: 3364.403809
	Iteration 67Q: 3 clusters Score -3088668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3088671.250000 Penalty: 3364.403809
	Iteration 68Q: 3 clusters Score -3088671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3088669.750000 Penalty: 3364.403809
	Iteration 69Q: 3 clusters Score -3088670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3088662.750000 Penalty: 3364.403809
	Iteration 70Q: 3 clusters Score -3088663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3088660.000000 Penalty: 3364.403809
	Iteration 71Q: 3 clusters Score -3088660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3088661.750000 Penalty: 3364.403809
	Iteration 72Q: 3 clusters Score -3088662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3088660.500000 Penalty: 3364.403809
	Iteration 73Q: 3 clusters Score -3088660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3088655.750000 Penalty: 3364.403809
	Iteration 74Q: 3 clusters Score -3088656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3088651.250000 Penalty: 3364.403809
	Iteration 75Q: 3 clusters Score -3088651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3088649.000000 Penalty: 3364.403809
	Iteration 76Q: 3 clusters Score -3088649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3088645.500000 Penalty: 3364.403809
	Iteration 77Q: 3 clusters Score -3088646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3088641.250000 Penalty: 3364.403809
	Iteration 78Q: 3 clusters Score -3088641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3088634.250000 Penalty: 3364.403809
	Iteration 79Q: 3 clusters Score -3088634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3088636.500000 Penalty: 3364.403809
	Iteration 80F: 3 clusters Score -3088636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3088633.500000 Penalty: 3364.403809
	Iteration 81Q: 3 clusters Score -3088634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3088631.250000 Penalty: 3364.403809
	Iteration 82Q: 3 clusters Score -3088631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3088632.250000 Penalty: 3364.403809
	Iteration 83Q: 3 clusters Score -3088632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3088634.750000 Penalty: 3364.403809
	Iteration 84Q: 3 clusters Score -3088635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3088637.250000 Penalty: 3364.403809
	Iteration 85Q: 3 clusters Score -3088637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3088634.750000 Penalty: 3364.403809
	Iteration 86Q: 3 clusters Score -3088635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3088634.750000 Penalty: 3364.403809
	Iteration 87Q: 3 clusters Score -3088635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3088640.500000 Penalty: 3364.403809
	Iteration 88Q: 3 clusters Score -3088640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3088640.750000 Penalty: 3364.403809
	Iteration 89Q: 3 clusters Score -3088641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3088643.750000 Penalty: 3364.403809
	Iteration 90Q: 3 clusters Score -3088644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3088644.250000 Penalty: 3364.403809
	Iteration 91Q: 3 clusters Score -3088644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3088643.250000 Penalty: 3364.403809
	Iteration 92Q: 3 clusters Score -3088643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3088645.000000 Penalty: 3364.403809
	Iteration 93Q: 3 clusters Score -3088645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3088644.250000 Penalty: 3364.403809
	Iteration 94Q: 3 clusters Score -3088644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3088647.250000 Penalty: 3364.403809
	Iteration 95Q: 3 clusters Score -3088647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3088645.000000 Penalty: 3364.403809
	Iteration 96Q: 3 clusters Score -3088645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3088645.000000 Penalty: 3364.403809
	Iteration 97Q: 3 clusters Score -3088645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3088639.000000 Penalty: 3364.403809
	Iteration 98Q: 3 clusters Score -3088639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3088637.750000 Penalty: 3364.403809
	Iteration 99Q: 3 clusters Score -3088638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3088639.000000 Penalty: 3364.403809
	Iteration 100F: 3 clusters Score -3088639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3088639.500000 Penalty: 3364.403809
	Iteration 101Q: 3 clusters Score -3088640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3088639.000000 Penalty: 3364.403809
	Iteration 102Q: 3 clusters Score -3088639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3088644.000000 Penalty: 3364.403809
	Iteration 103Q: 3 clusters Score -3088644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3088641.500000 Penalty: 3364.403809
	Iteration 104Q: 3 clusters Score -3088642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3088641.750000 Penalty: 3364.403809
	Iteration 105Q: 3 clusters Score -3088642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3088636.000000 Penalty: 3364.403809
	Iteration 106Q: 3 clusters Score -3088636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3088632.500000 Penalty: 3364.403809
	Iteration 107Q: 3 clusters Score -3088632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3088641.250000 Penalty: 3364.403809
	Iteration 108Q: 3 clusters Score -3088641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3088642.500000 Penalty: 3364.403809
	Iteration 109Q: 3 clusters Score -3088642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3088643.750000 Penalty: 3364.403809
	Iteration 110Q: 3 clusters Score -3088644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3088645.250000 Penalty: 3364.403809
	Iteration 111Q: 3 clusters Score -3088645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3088643.000000 Penalty: 3364.403809
	Iteration 112Q: 3 clusters Score -3088643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3088638.750000 Penalty: 3364.403809
	Iteration 113Q: 3 clusters Score -3088639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3088639.500000 Penalty: 3364.403809
	Iteration 114Q: 3 clusters Score -3088640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3088643.000000 Penalty: 3364.403809
	Iteration 115Q: 3 clusters Score -3088643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3088636.750000 Penalty: 3364.403809
	Iteration 116Q: 3 clusters Score -3088637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3088642.250000 Penalty: 3364.403809
	Iteration 117Q: 3 clusters Score -3088642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3088646.250000 Penalty: 3364.403809
	Iteration 118Q: 3 clusters Score -3088646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3088636.250000 Penalty: 3364.403809
	Iteration 119Q: 3 clusters Score -3088636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3088641.250000 Penalty: 3364.403809
	Iteration 120F: 3 clusters Score -3088641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -457345.687500 Penalty: 1378.658081
	Iteration 0F: 2 clusters Score -457345.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -453481.250000 Penalty: 2757.316162
	Iteration 0F: 3 clusters Score -453481.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -454479.937500 Penalty: 2757.316162
	Iteration 1F: 3 clusters Score -454479.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -454616.781250 Penalty: 2757.316162
	Iteration 2F: 3 clusters Score -454616.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -454717.375000 Penalty: 2757.316162
	Iteration 3Q: 3 clusters Score -454717.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -454805.812500 Penalty: 2757.316162
	Iteration 4Q: 3 clusters Score -454805.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -454873.406250 Penalty: 2757.316162
	Iteration 5Q: 3 clusters Score -454873.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -454924.437500 Penalty: 2757.316162
	Iteration 6Q: 3 clusters Score -454924.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -454967.906250 Penalty: 2757.316162
	Iteration 7Q: 3 clusters Score -454967.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -455005.625000 Penalty: 2757.316162
	Iteration 8Q: 3 clusters Score -455005.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -455038.156250 Penalty: 2757.316162
	Iteration 9Q: 3 clusters Score -455038.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -455070.031250 Penalty: 2757.316162
	Iteration 10Q: 3 clusters Score -455070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -455096.343750 Penalty: 2757.316162
	Iteration 11Q: 3 clusters Score -455096.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -455121.062500 Penalty: 2757.316162
	Iteration 12Q: 3 clusters Score -455121.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -455148.000000 Penalty: 2757.316162
	Iteration 13Q: 3 clusters Score -455148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -455170.343750 Penalty: 2757.316162
	Iteration 14Q: 3 clusters Score -455170.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -455202.406250 Penalty: 2757.316162
	Iteration 15Q: 3 clusters Score -455202.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -455240.000000 Penalty: 2757.316162
	Iteration 16Q: 3 clusters Score -455240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -455284.437500 Penalty: 2757.316162
	Iteration 17Q: 3 clusters Score -455284.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -455332.593750 Penalty: 2757.316162
	Iteration 18Q: 3 clusters Score -455332.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -455385.593750 Penalty: 2757.316162
	Iteration 19Q: 3 clusters Score -455385.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -455432.656250 Penalty: 2757.316162
	Iteration 20F: 3 clusters Score -455432.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -455493.312500 Penalty: 2757.316162
	Iteration 21Q: 3 clusters Score -455493.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -455554.031250 Penalty: 2757.316162
	Iteration 22Q: 3 clusters Score -455554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -455623.375000 Penalty: 2757.316162
	Iteration 23Q: 3 clusters Score -455623.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -455693.031250 Penalty: 2757.316162
	Iteration 24Q: 3 clusters Score -455693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -455752.375000 Penalty: 2757.316162
	Iteration 25Q: 3 clusters Score -455752.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -455810.781250 Penalty: 2757.316162
	Iteration 26Q: 3 clusters Score -455810.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -455858.218750 Penalty: 2757.316162
	Iteration 27Q: 3 clusters Score -455858.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -455894.343750 Penalty: 2757.316162
	Iteration 28Q: 3 clusters Score -455894.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -455928.187500 Penalty: 2757.316162
	Iteration 29Q: 3 clusters Score -455928.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -455956.687500 Penalty: 2757.316162
	Iteration 30Q: 3 clusters Score -455956.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -455986.750000 Penalty: 2757.316162
	Iteration 31Q: 3 clusters Score -455986.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -456011.687500 Penalty: 2757.316162
	Iteration 32Q: 3 clusters Score -456011.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -456031.437500 Penalty: 2757.316162
	Iteration 33Q: 3 clusters Score -456031.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -456050.781250 Penalty: 2757.316162
	Iteration 34Q: 3 clusters Score -456050.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -456065.000000 Penalty: 2757.316162
	Iteration 35Q: 3 clusters Score -456065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -456075.812500 Penalty: 2757.316162
	Iteration 36Q: 3 clusters Score -456075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -456087.000000 Penalty: 2757.316162
	Iteration 37Q: 3 clusters Score -456087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -456091.843750 Penalty: 2757.316162
	Iteration 38Q: 3 clusters Score -456091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -456094.906250 Penalty: 2757.316162
	Iteration 39Q: 3 clusters Score -456094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -456095.093750 Penalty: 2757.316162
	Iteration 40F: 3 clusters Score -456095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35311 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28686 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38869 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30523 members 
Mstep: Class 37 contains 21865 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 32245 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31320 members 
Mstep: Class 44 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778616.000000 Penalty: 96567.195312
Iteration 199Q: 46 clusters Score -4.977862e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5496 members 
Mstep: Class 3 contains 38327 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35311 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23824 members 
Mstep: Class 9 contains 24644 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 19086 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40841 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28735 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 12460 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38876 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 20585 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30510 members 
Mstep: Class 37 contains 21871 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 32203 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31316 members 
Mstep: Class 44 contains 4839 members 
Mstep: Class 45 contains 7265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778852.000000 Penalty: 96567.195312
Iteration 200F: 46 clusters Score -4.977885e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5685 members 
Mstep: Class 3 contains 38321 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35313 members 
Mstep: Class 6 contains 40052 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23795 members 
Mstep: Class 9 contains 24643 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 19087 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40836 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28792 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 12458 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38877 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 1845 members 
Mstep: Class 33 contains 20581 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30449 members 
Mstep: Class 37 contains 21873 members 
Mstep: Class 38 contains 1417 members 
Mstep: Class 39 contains 32160 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31320 members 
Mstep: Class 44 contains 4843 members 
Mstep: Class 45 contains 7306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778888.000000 Penalty: 96567.195312
Iteration 201Q: 46 clusters Score -4.977889e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5863 members 
Mstep: Class 3 contains 38317 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 35315 members 
Mstep: Class 6 contains 40036 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23770 members 
Mstep: Class 9 contains 24649 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 19088 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40834 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28859 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6052 members 
Mstep: Class 21 contains 5931 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6653 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 1299 members 
Mstep: Class 26 contains 38879 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 20576 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30402 members 
Mstep: Class 37 contains 21891 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 32093 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31328 members 
Mstep: Class 44 contains 4849 members 
Mstep: Class 45 contains 7292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778920.000000 Penalty: 96567.195312
Iteration 202Q: 46 clusters Score -4.977892e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 38309 members 
Mstep: Class 4 contains 5551 members 
Mstep: Class 5 contains 35321 members 
Mstep: Class 6 contains 40029 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23751 members 
Mstep: Class 9 contains 24651 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 19083 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40827 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 28920 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6051 members 
Mstep: Class 21 contains 5883 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6647 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38881 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 20574 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30370 members 
Mstep: Class 37 contains 21894 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 32032 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31336 members 
Mstep: Class 44 contains 4852 members 
Mstep: Class 45 contains 7277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778812.000000 Penalty: 96567.195312
Iteration 203Q: 46 clusters Score -4.977881e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 38302 members 
Mstep: Class 4 contains 5550 members 
Mstep: Class 5 contains 35328 members 
Mstep: Class 6 contains 40028 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23733 members 
Mstep: Class 9 contains 24660 members 
Mstep: Class 10 contains 4959 members 
Mstep: Class 11 contains 19083 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40818 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 18 contains 28977 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 5830 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 12452 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38887 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1840 members 
Mstep: Class 33 contains 20582 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30342 members 
Mstep: Class 37 contains 21895 members 
Mstep: Class 38 contains 1379 members 
Mstep: Class 39 contains 31978 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31328 members 
Mstep: Class 44 contains 4854 members 
Mstep: Class 45 contains 7261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778912.000000 Penalty: 96567.195312
Iteration 204Q: 46 clusters Score -4.977891e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6235 members 
Mstep: Class 3 contains 38293 members 
Mstep: Class 4 contains 5552 members 
Mstep: Class 5 contains 35333 members 
Mstep: Class 6 contains 40023 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23713 members 
Mstep: Class 9 contains 24661 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 19081 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40815 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29044 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6641 members 
Mstep: Class 24 contains 12447 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38889 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1839 members 
Mstep: Class 33 contains 20590 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30318 members 
Mstep: Class 37 contains 21895 members 
Mstep: Class 38 contains 1385 members 
Mstep: Class 39 contains 31913 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31330 members 
Mstep: Class 44 contains 4854 members 
Mstep: Class 45 contains 7264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778972.000000 Penalty: 96567.195312
Iteration 205Q: 46 clusters Score -4.977897e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 38294 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 35343 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23696 members 
Mstep: Class 9 contains 24664 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 19074 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40813 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29092 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 5745 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6640 members 
Mstep: Class 24 contains 12447 members 
Mstep: Class 25 contains 1292 members 
Mstep: Class 26 contains 38896 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 20594 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30306 members 
Mstep: Class 37 contains 21900 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 31857 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31331 members 
Mstep: Class 44 contains 4853 members 
Mstep: Class 45 contains 7269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778952.000000 Penalty: 96567.195312
Iteration 206Q: 46 clusters Score -4.977895e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6350 members 
Mstep: Class 3 contains 38292 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35352 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23671 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 19074 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40810 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29165 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6057 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 12445 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38900 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 20589 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30290 members 
Mstep: Class 37 contains 21906 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 31793 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31337 members 
Mstep: Class 44 contains 4852 members 
Mstep: Class 45 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778928.000000 Penalty: 96567.195312
Iteration 207Q: 46 clusters Score -4.977893e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 38290 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35357 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23642 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 19072 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40812 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29238 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 12443 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38897 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 20591 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30269 members 
Mstep: Class 37 contains 21913 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 31725 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31345 members 
Mstep: Class 44 contains 4853 members 
Mstep: Class 45 contains 7289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778864.000000 Penalty: 96567.195312
Iteration 208Q: 46 clusters Score -4.977886e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 38291 members 
Mstep: Class 4 contains 5554 members 
Mstep: Class 5 contains 35370 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23624 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 19069 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40808 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 5657 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 12445 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38902 members 
Mstep: Class 27 contains 3622 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 20584 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30253 members 
Mstep: Class 37 contains 21904 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 31673 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31351 members 
Mstep: Class 44 contains 4854 members 
Mstep: Class 45 contains 7304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778800.000000 Penalty: 96567.195312
Iteration 209Q: 46 clusters Score -4.97788e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 38292 members 
Mstep: Class 4 contains 5553 members 
Mstep: Class 5 contains 35368 members 
Mstep: Class 6 contains 40010 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23610 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 19067 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40804 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29362 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 5637 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 12447 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38903 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 20582 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30246 members 
Mstep: Class 37 contains 21913 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 31616 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31363 members 
Mstep: Class 44 contains 4853 members 
Mstep: Class 45 contains 7316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778800.000000 Penalty: 96567.195312
Iteration 210Q: 46 clusters Score -4.97788e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 38295 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 35383 members 
Mstep: Class 6 contains 40001 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23589 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 19062 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40802 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29421 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6052 members 
Mstep: Class 21 contains 5620 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 12443 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38907 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1827 members 
Mstep: Class 33 contains 20572 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30241 members 
Mstep: Class 37 contains 21913 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 31560 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31375 members 
Mstep: Class 44 contains 4854 members 
Mstep: Class 45 contains 7321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778656.000000 Penalty: 96567.195312
Iteration 211Q: 46 clusters Score -4.977866e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 38299 members 
Mstep: Class 4 contains 5558 members 
Mstep: Class 5 contains 35392 members 
Mstep: Class 6 contains 40003 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23586 members 
Mstep: Class 9 contains 24680 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 19059 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40797 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29476 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6627 members 
Mstep: Class 24 contains 12441 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38923 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1824 members 
Mstep: Class 33 contains 20554 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30239 members 
Mstep: Class 37 contains 21914 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 31493 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31384 members 
Mstep: Class 44 contains 4854 members 
Mstep: Class 45 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778572.000000 Penalty: 96567.195312
Iteration 212Q: 46 clusters Score -4.977857e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 38300 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35398 members 
Mstep: Class 6 contains 39998 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23579 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 19057 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40799 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29529 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 5596 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 12441 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38925 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 20542 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30236 members 
Mstep: Class 37 contains 21913 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 31441 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31395 members 
Mstep: Class 44 contains 4856 members 
Mstep: Class 45 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778580.000000 Penalty: 96567.195312
Iteration 213Q: 46 clusters Score -4.977858e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6533 members 
Mstep: Class 3 contains 38299 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35393 members 
Mstep: Class 6 contains 39998 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 19058 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29595 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6057 members 
Mstep: Class 21 contains 5588 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 12443 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38921 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 1926 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 20528 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30232 members 
Mstep: Class 37 contains 21915 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 31392 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31410 members 
Mstep: Class 44 contains 4858 members 
Mstep: Class 45 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778664.000000 Penalty: 96567.195312
Iteration 214Q: 46 clusters Score -4.977866e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 38299 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35392 members 
Mstep: Class 6 contains 39995 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23555 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 19057 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29659 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 5581 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 12444 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38917 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 1925 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1810 members 
Mstep: Class 33 contains 20522 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30229 members 
Mstep: Class 37 contains 21916 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 31334 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31427 members 
Mstep: Class 44 contains 4863 members 
Mstep: Class 45 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778616.000000 Penalty: 96567.195312
Iteration 215Q: 46 clusters Score -4.977862e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 38301 members 
Mstep: Class 4 contains 5558 members 
Mstep: Class 5 contains 35394 members 
Mstep: Class 6 contains 39996 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23554 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 29711 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 5575 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 12442 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38908 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 1925 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 20515 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30226 members 
Mstep: Class 37 contains 21915 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 31282 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31441 members 
Mstep: Class 44 contains 4864 members 
Mstep: Class 45 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778700.000000 Penalty: 96567.195312
Iteration 216Q: 46 clusters Score -4.97787e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 35397 members 
Mstep: Class 6 contains 40002 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23552 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40787 members 
Mstep: Class 17 contains 1554 members 
Mstep: Class 18 contains 29762 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 6062 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 12443 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38898 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 1925 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1777 members 
Mstep: Class 33 contains 20510 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30226 members 
Mstep: Class 37 contains 21911 members 
Mstep: Class 38 contains 1436 members 
Mstep: Class 39 contains 31234 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31454 members 
Mstep: Class 44 contains 4865 members 
Mstep: Class 45 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778724.000000 Penalty: 96567.195312
Iteration 217Q: 46 clusters Score -4.977872e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5554 members 
Mstep: Class 5 contains 35402 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23548 members 
Mstep: Class 9 contains 24684 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1554 members 
Mstep: Class 18 contains 29813 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 5564 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 12444 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38904 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 1925 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 20512 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 30225 members 
Mstep: Class 37 contains 21909 members 
Mstep: Class 38 contains 1468 members 
Mstep: Class 39 contains 31182 members 
Mstep: Class 40 contains 3283 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31454 members 
Mstep: Class 44 contains 4864 members 
Mstep: Class 45 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778872.000000 Penalty: 96567.195312
Iteration 218Q: 46 clusters Score -4.977887e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5554 members 
Mstep: Class 5 contains 35406 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23533 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1554 members 
Mstep: Class 18 contains 29868 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 5557 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 12445 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38905 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 1925 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1725 members 
Mstep: Class 33 contains 20516 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 30221 members 
Mstep: Class 37 contains 21909 members 
Mstep: Class 38 contains 1497 members 
Mstep: Class 39 contains 31128 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 31459 members 
Mstep: Class 44 contains 4865 members 
Mstep: Class 45 contains 7359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778924.000000 Penalty: 96567.195312
Iteration 219Q: 46 clusters Score -4.977892e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 38301 members 
Mstep: Class 4 contains 5553 members 
Mstep: Class 5 contains 35405 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23530 members 
Mstep: Class 9 contains 24681 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 29938 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 12447 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38904 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 1925 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1716 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30221 members 
Mstep: Class 37 contains 21905 members 
Mstep: Class 38 contains 1498 members 
Mstep: Class 39 contains 31070 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 31464 members 
Mstep: Class 44 contains 4868 members 
Mstep: Class 45 contains 7368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778968.000000 Penalty: 96567.195312
Iteration 220F: 46 clusters Score -4.977897e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 38300 members 
Mstep: Class 4 contains 5552 members 
Mstep: Class 5 contains 35406 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23525 members 
Mstep: Class 9 contains 24679 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 30003 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 12452 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38900 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 1925 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1696 members 
Mstep: Class 33 contains 20521 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 30223 members 
Mstep: Class 37 contains 21906 members 
Mstep: Class 38 contains 1514 members 
Mstep: Class 39 contains 31008 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 31462 members 
Mstep: Class 44 contains 4869 members 
Mstep: Class 45 contains 7379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779108.000000 Penalty: 96567.195312
Iteration 221Q: 46 clusters Score -4.977911e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 38302 members 
Mstep: Class 4 contains 5550 members 
Mstep: Class 5 contains 35415 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23523 members 
Mstep: Class 9 contains 24679 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40787 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 30075 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 12453 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38899 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 1924 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1678 members 
Mstep: Class 33 contains 20522 members 
Mstep: Class 34 contains 711 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 30220 members 
Mstep: Class 37 contains 21906 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 30936 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 31459 members 
Mstep: Class 44 contains 4869 members 
Mstep: Class 45 contains 7394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779104.000000 Penalty: 96567.195312
Iteration 222Q: 46 clusters Score -4.97791e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5548 members 
Mstep: Class 5 contains 35423 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23520 members 
Mstep: Class 9 contains 24678 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40787 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 30155 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 12456 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38902 members 
Mstep: Class 27 contains 3632 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 20525 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30221 members 
Mstep: Class 37 contains 21907 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 30851 members 
Mstep: Class 40 contains 3282 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 31457 members 
Mstep: Class 44 contains 4869 members 
Mstep: Class 45 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779068.000000 Penalty: 96567.195312
Iteration 223Q: 46 clusters Score -4.977907e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5547 members 
Mstep: Class 5 contains 35428 members 
Mstep: Class 6 contains 40010 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 24676 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40787 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 30254 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 5534 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38902 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 20517 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1798 members 
Mstep: Class 36 contains 30221 members 
Mstep: Class 37 contains 21906 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 30747 members 
Mstep: Class 40 contains 3283 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 31466 members 
Mstep: Class 44 contains 4870 members 
Mstep: Class 45 contains 7403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778968.000000 Penalty: 96567.195312
Iteration 224Q: 46 clusters Score -4.977897e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6568 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5545 members 
Mstep: Class 5 contains 35438 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23513 members 
Mstep: Class 9 contains 24677 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40787 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 30344 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6060 members 
Mstep: Class 21 contains 5528 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 12459 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38906 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 696 members 
Mstep: Class 35 contains 1797 members 
Mstep: Class 36 contains 30220 members 
Mstep: Class 37 contains 21912 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 30650 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 31463 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 7411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779044.000000 Penalty: 96567.195312
Iteration 225Q: 46 clusters Score -4.977904e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 35450 members 
Mstep: Class 6 contains 40010 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 30443 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6062 members 
Mstep: Class 21 contains 5527 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 12459 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38913 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 20513 members 
Mstep: Class 34 contains 691 members 
Mstep: Class 35 contains 1797 members 
Mstep: Class 36 contains 30220 members 
Mstep: Class 37 contains 21919 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 30541 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 31457 members 
Mstep: Class 44 contains 4872 members 
Mstep: Class 45 contains 7412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779144.000000 Penalty: 96567.195312
Iteration 226Q: 46 clusters Score -4.977914e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6572 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 35456 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23506 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40789 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 30548 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6062 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 12463 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38912 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 20513 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1796 members 
Mstep: Class 36 contains 30220 members 
Mstep: Class 37 contains 21927 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 30430 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31448 members 
Mstep: Class 44 contains 4872 members 
Mstep: Class 45 contains 7414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779136.000000 Penalty: 96567.195312
Iteration 227Q: 46 clusters Score -4.977914e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 35466 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23497 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 30645 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6063 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 12464 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38912 members 
Mstep: Class 27 contains 3635 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1796 members 
Mstep: Class 36 contains 30219 members 
Mstep: Class 37 contains 21925 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 30332 members 
Mstep: Class 40 contains 3285 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31446 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778976.000000 Penalty: 96567.195312
Iteration 228Q: 46 clusters Score -4.977898e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5548 members 
Mstep: Class 5 contains 35480 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23495 members 
Mstep: Class 9 contains 24665 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 30766 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6062 members 
Mstep: Class 21 contains 5521 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 12466 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38911 members 
Mstep: Class 27 contains 3636 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 20521 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1797 members 
Mstep: Class 36 contains 30219 members 
Mstep: Class 37 contains 21924 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 30208 members 
Mstep: Class 40 contains 3286 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31434 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778948.000000 Penalty: 96567.195312
Iteration 229Q: 46 clusters Score -4.977895e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6581 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5553 members 
Mstep: Class 5 contains 35494 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23500 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 30870 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 12464 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38915 members 
Mstep: Class 27 contains 3638 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1658 members 
Mstep: Class 33 contains 20524 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1798 members 
Mstep: Class 36 contains 30219 members 
Mstep: Class 37 contains 21921 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 30091 members 
Mstep: Class 40 contains 3286 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31425 members 
Mstep: Class 44 contains 4872 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778916.000000 Penalty: 96567.195312
Iteration 230Q: 46 clusters Score -4.977892e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 35508 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23505 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 30980 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6597 members 
Mstep: Class 24 contains 12465 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38916 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 20528 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1798 members 
Mstep: Class 36 contains 30217 members 
Mstep: Class 37 contains 21916 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29975 members 
Mstep: Class 40 contains 3287 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31412 members 
Mstep: Class 44 contains 4872 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778936.000000 Penalty: 96567.195312
Iteration 231Q: 46 clusters Score -4.977894e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35505 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23508 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31087 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6588 members 
Mstep: Class 24 contains 12467 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38917 members 
Mstep: Class 27 contains 3644 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1656 members 
Mstep: Class 33 contains 20531 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1799 members 
Mstep: Class 36 contains 30217 members 
Mstep: Class 37 contains 21917 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 29867 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31411 members 
Mstep: Class 44 contains 4872 members 
Mstep: Class 45 contains 7416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779004.000000 Penalty: 96567.195312
Iteration 232Q: 46 clusters Score -4.9779e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35508 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23509 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6584 members 
Mstep: Class 24 contains 12470 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38921 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20535 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30219 members 
Mstep: Class 37 contains 21923 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 29760 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31410 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778972.000000 Penalty: 96567.195312
Iteration 233Q: 46 clusters Score -4.977897e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 38305 members 
Mstep: Class 4 contains 5554 members 
Mstep: Class 5 contains 35513 members 
Mstep: Class 6 contains 40020 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23514 members 
Mstep: Class 9 contains 24666 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31278 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 5498 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6583 members 
Mstep: Class 24 contains 12471 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38925 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20530 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30221 members 
Mstep: Class 37 contains 21926 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29655 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31411 members 
Mstep: Class 44 contains 4870 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778952.000000 Penalty: 96567.195312
Iteration 234Q: 46 clusters Score -4.977895e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6607 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5553 members 
Mstep: Class 5 contains 35516 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23512 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31375 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 12470 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38923 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20530 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30223 members 
Mstep: Class 37 contains 21933 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29552 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31409 members 
Mstep: Class 44 contains 4870 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778904.000000 Penalty: 96567.195312
Iteration 235Q: 46 clusters Score -4.97789e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35530 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23517 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31449 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 12469 members 
Mstep: Class 25 contains 1292 members 
Mstep: Class 26 contains 38925 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20532 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30221 members 
Mstep: Class 37 contains 21942 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29449 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31407 members 
Mstep: Class 44 contains 4870 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778984.000000 Penalty: 96567.195312
Iteration 236Q: 46 clusters Score -4.977898e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6625 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 35540 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23523 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31531 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 12469 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38925 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20523 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30220 members 
Mstep: Class 37 contains 21945 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29345 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31416 members 
Mstep: Class 44 contains 4870 members 
Mstep: Class 45 contains 7416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778868.000000 Penalty: 96567.195312
Iteration 237Q: 46 clusters Score -4.977887e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6641 members 
Mstep: Class 3 contains 38305 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35540 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23530 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31636 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 5465 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 12468 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38921 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20517 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30219 members 
Mstep: Class 37 contains 21939 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29242 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31421 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778860.000000 Penalty: 96567.195312
Iteration 238Q: 46 clusters Score -4.977886e+07 nChanged 284
Entering ConstructFrom: 
Score: -49778860.000000 Penalty: 96567.195312
Entering ConstructFrom: 
Trying to split cluster 1 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -367357.468750 Penalty: 1344.168091
	Iteration 0F: 2 clusters Score -367357.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -364035.718750 Penalty: 2688.336182
	Iteration 0F: 3 clusters Score -364035.7 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -364929.500000 Penalty: 2688.336182
	Iteration 1F: 3 clusters Score -364929.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -365104.937500 Penalty: 2688.336182
	Iteration 2F: 3 clusters Score -365104.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -365209.843750 Penalty: 2688.336182
	Iteration 3F: 3 clusters Score -365209.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -365274.218750 Penalty: 2688.336182
	Iteration 4Q: 3 clusters Score -365274.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -365332.250000 Penalty: 2688.336182
	Iteration 5Q: 3 clusters Score -365332.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -365394.500000 Penalty: 2688.336182
	Iteration 6Q: 3 clusters Score -365394.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -365441.875000 Penalty: 2688.336182
	Iteration 7Q: 3 clusters Score -365441.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -365487.968750 Penalty: 2688.336182
	Iteration 8Q: 3 clusters Score -365488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -365537.625000 Penalty: 2688.336182
	Iteration 9Q: 3 clusters Score -365537.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -365583.250000 Penalty: 2688.336182
	Iteration 10Q: 3 clusters Score -365583.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -365634.125000 Penalty: 2688.336182
	Iteration 11Q: 3 clusters Score -365634.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -365701.531250 Penalty: 2688.336182
	Iteration 12Q: 3 clusters Score -365701.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -365764.468750 Penalty: 2688.336182
	Iteration 13Q: 3 clusters Score -365764.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -365820.750000 Penalty: 2688.336182
	Iteration 14Q: 3 clusters Score -365820.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -365874.937500 Penalty: 2688.336182
	Iteration 15Q: 3 clusters Score -365874.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -365918.343750 Penalty: 2688.336182
	Iteration 16Q: 3 clusters Score -365918.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -365945.531250 Penalty: 2688.336182
	Iteration 17Q: 3 clusters Score -365945.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -365966.906250 Penalty: 2688.336182
	Iteration 18Q: 3 clusters Score -365966.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -365981.656250 Penalty: 2688.336182
	Iteration 19Q: 3 clusters Score -365981.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -365998.093750 Penalty: 2688.336182
	Iteration 20F: 3 clusters Score -365998.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -366021.312500 Penalty: 2688.336182
	Iteration 21Q: 3 clusters Score -366021.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -366038.468750 Penalty: 2688.336182
	Iteration 22Q: 3 clusters Score -366038.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -366064.375000 Penalty: 2688.336182
	Iteration 23Q: 3 clusters Score -366064.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -366092.281250 Penalty: 2688.336182
	Iteration 24Q: 3 clusters Score -366092.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366109.437500 Penalty: 2688.336182
	Iteration 25Q: 3 clusters Score -366109.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -366122.531250 Penalty: 2688.336182
	Iteration 26Q: 3 clusters Score -366122.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -366130.343750 Penalty: 2688.336182
	Iteration 27Q: 3 clusters Score -366130.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -366133.593750 Penalty: 2688.336182
	Iteration 28Q: 3 clusters Score -366133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -366140.875000 Penalty: 2688.336182
	Iteration 29Q: 3 clusters Score -366140.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -366147.437500 Penalty: 2688.336182
	Iteration 30Q: 3 clusters Score -366147.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -366156.093750 Penalty: 2688.336182
	Iteration 31Q: 3 clusters Score -366156.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -366160.406250 Penalty: 2688.336182
	Iteration 32Q: 3 clusters Score -366160.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -366164.875000 Penalty: 2688.336182
	Iteration 33Q: 3 clusters Score -366164.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -366168.500000 Penalty: 2688.336182
	Iteration 34Q: 3 clusters Score -366168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -366171.218750 Penalty: 2688.336182
	Iteration 35Q: 3 clusters Score -366171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -366173.812500 Penalty: 2688.336182
	Iteration 36Q: 3 clusters Score -366173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -366175.375000 Penalty: 2688.336182
	Iteration 37Q: 3 clusters Score -366175.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -366177.156250 Penalty: 2688.336182
	Iteration 38Q: 3 clusters Score -366177.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -366179.656250 Penalty: 2688.336182
	Iteration 39Q: 3 clusters Score -366179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -366181.500000 Penalty: 2688.336182
	Iteration 40F: 3 clusters Score -366181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -366183.031250 Penalty: 2688.336182
	Iteration 41Q: 3 clusters Score -366183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -366184.437500 Penalty: 2688.336182
	Iteration 42Q: 3 clusters Score -366184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -366186.093750 Penalty: 2688.336182
	Iteration 43Q: 3 clusters Score -366186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -366188.031250 Penalty: 2688.336182
	Iteration 44Q: 3 clusters Score -366188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -366189.281250 Penalty: 2688.336182
	Iteration 45Q: 3 clusters Score -366189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -366189.156250 Penalty: 2688.336182
	Iteration 46Q: 3 clusters Score -366189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -366191.218750 Penalty: 2688.336182
	Iteration 47Q: 3 clusters Score -366191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -366194.468750 Penalty: 2688.336182
	Iteration 48Q: 3 clusters Score -366194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -366194.187500 Penalty: 2688.336182
	Iteration 49Q: 3 clusters Score -366194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -366194.593750 Penalty: 2688.336182
	Iteration 50Q: 3 clusters Score -366194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -366195.093750 Penalty: 2688.336182
	Iteration 51Q: 3 clusters Score -366195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -366196.531250 Penalty: 2688.336182
	Iteration 52Q: 3 clusters Score -366196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -366196.937500 Penalty: 2688.336182
	Iteration 53Q: 3 clusters Score -366196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -366198.093750 Penalty: 2688.336182
	Iteration 54Q: 3 clusters Score -366198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -366198.625000 Penalty: 2688.336182
	Iteration 55Q: 3 clusters Score -366198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -366199.031250 Penalty: 2688.336182
	Iteration 56Q: 3 clusters Score -366199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -366199.500000 Penalty: 2688.336182
	Iteration 57Q: 3 clusters Score -366199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -366199.875000 Penalty: 2688.336182
	Iteration 58Q: 3 clusters Score -366199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -366200.062500 Penalty: 2688.336182
	Iteration 59Q: 3 clusters Score -366200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -366199.750000 Penalty: 2688.336182
	Iteration 60F: 3 clusters Score -366199.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -644479.562500 Penalty: 1430.507568
	Iteration 0F: 2 clusters Score -644479.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -639437.812500 Penalty: 2861.015137
	Iteration 0F: 3 clusters Score -639437.8 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -640878.812500 Penalty: 2861.015137
	Iteration 1F: 3 clusters Score -640878.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -641103.250000 Penalty: 2861.015137
	Iteration 2F: 3 clusters Score -641103.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -641255.312500 Penalty: 2861.015137
	Iteration 3F: 3 clusters Score -641255.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -641374.750000 Penalty: 2861.015137
	Iteration 4Q: 3 clusters Score -641374.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -641464.562500 Penalty: 2861.015137
	Iteration 5Q: 3 clusters Score -641464.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -641537.875000 Penalty: 2861.015137
	Iteration 6Q: 3 clusters Score -641537.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -641609.312500 Penalty: 2861.015137
	Iteration 7Q: 3 clusters Score -641609.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -641677.750000 Penalty: 2861.015137
	Iteration 8Q: 3 clusters Score -641677.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -641737.250000 Penalty: 2861.015137
	Iteration 9Q: 3 clusters Score -641737.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -641795.687500 Penalty: 2861.015137
	Iteration 10Q: 3 clusters Score -641795.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -641865.875000 Penalty: 2861.015137
	Iteration 11Q: 3 clusters Score -641865.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -641959.375000 Penalty: 2861.015137
	Iteration 12Q: 3 clusters Score -641959.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -642084.125000 Penalty: 2861.015137
	Iteration 13Q: 3 clusters Score -642084.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -642221.125000 Penalty: 2861.015137
	Iteration 14Q: 3 clusters Score -642221.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -642385.687500 Penalty: 2861.015137
	Iteration 15Q: 3 clusters Score -642385.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -642555.187500 Penalty: 2861.015137
	Iteration 16Q: 3 clusters Score -642555.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -642722.187500 Penalty: 2861.015137
	Iteration 17Q: 3 clusters Score -642722.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -642878.562500 Penalty: 2861.015137
	Iteration 18Q: 3 clusters Score -642878.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -643000.875000 Penalty: 2861.015137
	Iteration 19Q: 3 clusters Score -643000.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -643076.000000 Penalty: 2861.015137
	Iteration 20F: 3 clusters Score -643076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -643125.812500 Penalty: 2861.015137
	Iteration 21Q: 3 clusters Score -643125.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -643164.250000 Penalty: 2861.015137
	Iteration 22Q: 3 clusters Score -643164.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -643193.375000 Penalty: 2861.015137
	Iteration 23Q: 3 clusters Score -643193.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -643217.000000 Penalty: 2861.015137
	Iteration 24Q: 3 clusters Score -643217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -643228.687500 Penalty: 2861.015137
	Iteration 25Q: 3 clusters Score -643228.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -643237.250000 Penalty: 2861.015137
	Iteration 26Q: 3 clusters Score -643237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -643240.000000 Penalty: 2861.015137
	Iteration 27Q: 3 clusters Score -643240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -643243.625000 Penalty: 2861.015137
	Iteration 28Q: 3 clusters Score -643243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -643243.937500 Penalty: 2861.015137
	Iteration 29Q: 3 clusters Score -643243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -643244.687500 Penalty: 2861.015137
	Iteration 30Q: 3 clusters Score -643244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -643247.000000 Penalty: 2861.015137
	Iteration 31Q: 3 clusters Score -643247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -643254.500000 Penalty: 2861.015137
	Iteration 32Q: 3 clusters Score -643254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -643262.250000 Penalty: 2861.015137
	Iteration 33Q: 3 clusters Score -643262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -643269.375000 Penalty: 2861.015137
	Iteration 34Q: 3 clusters Score -643269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -643276.375000 Penalty: 2861.015137
	Iteration 35Q: 3 clusters Score -643276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -643279.500000 Penalty: 2861.015137
	Iteration 36Q: 3 clusters Score -643279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -643281.312500 Penalty: 2861.015137
	Iteration 37Q: 3 clusters Score -643281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -643287.687500 Penalty: 2861.015137
	Iteration 38Q: 3 clusters Score -643287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -643291.875000 Penalty: 2861.015137
	Iteration 39Q: 3 clusters Score -643291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -643293.500000 Penalty: 2861.015137
	Iteration 40F: 3 clusters Score -643293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -643296.375000 Penalty: 2861.015137
	Iteration 41Q: 3 clusters Score -643296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -643301.312500 Penalty: 2861.015137
	Iteration 42Q: 3 clusters Score -643301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -643304.375000 Penalty: 2861.015137
	Iteration 43Q: 3 clusters Score -643304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -643310.062500 Penalty: 2861.015137
	Iteration 44Q: 3 clusters Score -643310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -643312.375000 Penalty: 2861.015137
	Iteration 45Q: 3 clusters Score -643312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -643316.125000 Penalty: 2861.015137
	Iteration 46Q: 3 clusters Score -643316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -643318.125000 Penalty: 2861.015137
	Iteration 47Q: 3 clusters Score -643318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -643319.187500 Penalty: 2861.015137
	Iteration 48Q: 3 clusters Score -643319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -643319.562500 Penalty: 2861.015137
	Iteration 49Q: 3 clusters Score -643319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -643319.562500 Penalty: 2861.015137
	Iteration 50F: 3 clusters Score -643319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Entering Unmasked Estep 
Score: -3667590.750000 Penalty: 1714.921265
	Iteration 0F: 2 clusters Score -3667591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3642433.750000 Penalty: 3429.842529
	Iteration 0F: 3 clusters Score -3642434 nChanged 17900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3652282.750000 Penalty: 3429.842529
	Iteration 1F: 3 clusters Score -3652283 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3652649.500000 Penalty: 3429.842529
	Iteration 2Q: 3 clusters Score -3652650 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3652932.250000 Penalty: 3429.842529
	Iteration 3Q: 3 clusters Score -3652932 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3653209.500000 Penalty: 3429.842529
	Iteration 4Q: 3 clusters Score -3653210 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -3653542.250000 Penalty: 3429.842529
	Iteration 5Q: 3 clusters Score -3653542 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3654016.500000 Penalty: 3429.842529
	Iteration 6Q: 3 clusters Score -3654016 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3654760.000000 Penalty: 3429.842529
	Iteration 7Q: 3 clusters Score -3654760 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -3655947.250000 Penalty: 3429.842529
	Iteration 8F: 3 clusters Score -3655947 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3657734.000000 Penalty: 3429.842529
	Iteration 9F: 3 clusters Score -3657734 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3659975.750000 Penalty: 3429.842529
	Iteration 10F: 3 clusters Score -3659976 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -3662204.500000 Penalty: 3429.842529
	Iteration 11F: 3 clusters Score -3662204 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -3664492.500000 Penalty: 3429.842529
	Iteration 12Q: 3 clusters Score -3664492 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -3665595.500000 Penalty: 3429.842529
	Iteration 13Q: 3 clusters Score -3665596 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3665958.500000 Penalty: 3429.842529
	Iteration 14Q: 3 clusters Score -3665958 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3666117.000000 Penalty: 3429.842529
	Iteration 15Q: 3 clusters Score -3666117 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -3666190.500000 Penalty: 3429.842529
	Iteration 16Q: 3 clusters Score -3666190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -3666215.250000 Penalty: 3429.842529
	Iteration 17Q: 3 clusters Score -3666215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -3666223.500000 Penalty: 3429.842529
	Iteration 18Q: 3 clusters Score -3666224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -3666235.500000 Penalty: 3429.842529
	Iteration 19Q: 3 clusters Score -3666236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -3666249.750000 Penalty: 3429.842529
	Iteration 20F: 3 clusters Score -3666250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -3666256.250000 Penalty: 3429.842529
	Iteration 21Q: 3 clusters Score -3666256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -3666263.000000 Penalty: 3429.842529
	Iteration 22Q: 3 clusters Score -3666263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -3666265.000000 Penalty: 3429.842529
	Iteration 23Q: 3 clusters Score -3666265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -3666265.000000 Penalty: 3429.842529
	Iteration 24F: 3 clusters Score -3666265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -498892.937500 Penalty: 1401.207153
	Iteration 0F: 2 clusters Score -498892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -494549.593750 Penalty: 2802.414307
	Iteration 0F: 3 clusters Score -494549.6 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -495774.968750 Penalty: 2802.414307
	Iteration 1F: 3 clusters Score -495775 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -495977.718750 Penalty: 2802.414307
	Iteration 2F: 3 clusters Score -495977.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -496136.343750 Penalty: 2802.414307
	Iteration 3F: 3 clusters Score -496136.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -496257.593750 Penalty: 2802.414307
	Iteration 4Q: 3 clusters Score -496257.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -496355.375000 Penalty: 2802.414307
	Iteration 5Q: 3 clusters Score -496355.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -496438.437500 Penalty: 2802.414307
	Iteration 6Q: 3 clusters Score -496438.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -496521.656250 Penalty: 2802.414307
	Iteration 7Q: 3 clusters Score -496521.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -496604.500000 Penalty: 2802.414307
	Iteration 8Q: 3 clusters Score -496604.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -496680.468750 Penalty: 2802.414307
	Iteration 9Q: 3 clusters Score -496680.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -496759.468750 Penalty: 2802.414307
	Iteration 10Q: 3 clusters Score -496759.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -496845.562500 Penalty: 2802.414307
	Iteration 11Q: 3 clusters Score -496845.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -496940.968750 Penalty: 2802.414307
	Iteration 12Q: 3 clusters Score -496941 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -497037.500000 Penalty: 2802.414307
	Iteration 13Q: 3 clusters Score -497037.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -497161.937500 Penalty: 2802.414307
	Iteration 14Q: 3 clusters Score -497161.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -497290.312500 Penalty: 2802.414307
	Iteration 15Q: 3 clusters Score -497290.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -497382.437500 Penalty: 2802.414307
	Iteration 16Q: 3 clusters Score -497382.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -497449.843750 Penalty: 2802.414307
	Iteration 17Q: 3 clusters Score -497449.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -497488.625000 Penalty: 2802.414307
	Iteration 18Q: 3 clusters Score -497488.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -497521.187500 Penalty: 2802.414307
	Iteration 19Q: 3 clusters Score -497521.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -497549.812500 Penalty: 2802.414307
	Iteration 20F: 3 clusters Score -497549.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -497571.687500 Penalty: 2802.414307
	Iteration 21Q: 3 clusters Score -497571.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -497586.687500 Penalty: 2802.414307
	Iteration 22Q: 3 clusters Score -497586.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -497599.562500 Penalty: 2802.414307
	Iteration 23Q: 3 clusters Score -497599.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -497612.562500 Penalty: 2802.414307
	Iteration 24Q: 3 clusters Score -497612.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -497622.031250 Penalty: 2802.414307
	Iteration 25Q: 3 clusters Score -497622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -497630.656250 Penalty: 2802.414307
	Iteration 26Q: 3 clusters Score -497630.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -497637.312500 Penalty: 2802.414307
	Iteration 27Q: 3 clusters Score -497637.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -497646.750000 Penalty: 2802.414307
	Iteration 28Q: 3 clusters Score -497646.8 nChanged 15
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: -497655.906250 Penalty: 2802.414307
	Iteration 29Q: 3 clusters Score -497655.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -497666.843750 Penalty: 2802.414307
	Iteration 30Q: 3 clusters Score -497666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -497673.312500 Penalty: 2802.414307
	Iteration 31Q: 3 clusters Score -497673.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -497684.750000 Penalty: 2802.414307
	Iteration 32Q: 3 clusters Score -497684.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -497701.625000 Penalty: 2802.414307
	Iteration 33Q: 3 clusters Score -497701.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -497717.937500 Penalty: 2802.414307
	Iteration 34Q: 3 clusters Score -497717.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -497729.937500 Penalty: 2802.414307
	Iteration 35Q: 3 clusters Score -497729.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -497744.562500 Penalty: 2802.414307
	Iteration 36Q: 3 clusters Score -497744.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -497756.062500 Penalty: 2802.414307
	Iteration 37Q: 3 clusters Score -497756.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -497761.625000 Penalty: 2802.414307
	Iteration 38Q: 3 clusters Score -497761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -497766.000000 Penalty: 2802.414307
	Iteration 39Q: 3 clusters Score -497766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -497771.000000 Penalty: 2802.414307
	Iteration 40F: 3 clusters Score -497771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -497777.250000 Penalty: 2802.414307
	Iteration 41Q: 3 clusters Score -497777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -497782.062500 Penalty: 2802.414307
	Iteration 42Q: 3 clusters Score -497782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -497786.875000 Penalty: 2802.414307
	Iteration 43Q: 3 clusters Score -497786.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -497791.531250 Penalty: 2802.414307
	Iteration 44Q: 3 clusters Score -497791.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -497797.437500 Penalty: 2802.414307
	Iteration 45Q: 3 clusters Score -497797.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -497804.687500 Penalty: 2802.414307
	Iteration 46Q: 3 clusters Score -497804.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -497808.656250 Penalty: 2802.414307
	Iteration 47Q: 3 clusters Score -497808.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -497812.187500 Penalty: 2802.414307
	Iteration 48Q: 3 clusters Score -497812.2 nChanged 10
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: -497816.656250 Penalty: 2802.414307
	Iteration 49Q: 3 clusters Score -497816.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -497821.250000 Penalty: 2802.414307
	Iteration 50Q: 3 clusters Score -497821.2 nChanged 8
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: -497825.281250 Penalty: 2802.414307
	Iteration 51Q: 3 clusters Score -497825.3 nChanged 7
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: -497827.156250 Penalty: 2802.414307
	Iteration 52Q: 3 clusters Score -497827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -497827.593750 Penalty: 2802.414307
	Iteration 53Q: 3 clusters Score -497827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -497827.656250 Penalty: 2802.414307
	Iteration 54Q: 3 clusters Score -497827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -497828.781250 Penalty: 2802.414307
	Iteration 55Q: 3 clusters Score -497828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -497828.218750 Penalty: 2802.414307
	Iteration 56Q: 3 clusters Score -497828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -497829.531250 Penalty: 2802.414307
	Iteration 57Q: 3 clusters Score -497829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -497829.531250 Penalty: 2802.414307
	Iteration 58F: 3 clusters Score -497829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Entering Unmasked Estep 
Score: -3360821.750000 Penalty: 1702.733276
	Iteration 0F: 2 clusters Score -3360822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3337895.250000 Penalty: 3405.466553
	Iteration 0F: 3 clusters Score -3337895 nChanged 16451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3347196.500000 Penalty: 3405.466553
	Iteration 1F: 3 clusters Score -3347196 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3347551.000000 Penalty: 3405.466553
	Iteration 2Q: 3 clusters Score -3347551 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3347939.250000 Penalty: 3405.466553
	Iteration 3Q: 3 clusters Score -3347939 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3348383.000000 Penalty: 3405.466553
	Iteration 4Q: 3 clusters Score -3348383 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3349109.000000 Penalty: 3405.466553
	Iteration 5Q: 3 clusters Score -3349109 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3350169.750000 Penalty: 3405.466553
	Iteration 6F: 3 clusters Score -3350170 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3351762.750000 Penalty: 3405.466553
	Iteration 7F: 3 clusters Score -3351763 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3353805.500000 Penalty: 3405.466553
	Iteration 8F: 3 clusters Score -3353806 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3356087.750000 Penalty: 3405.466553
	Iteration 9F: 3 clusters Score -3356088 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3357990.000000 Penalty: 3405.466553
	Iteration 10F: 3 clusters Score -3357990 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3358815.750000 Penalty: 3405.466553
	Iteration 11Q: 3 clusters Score -3358816 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3359091.500000 Penalty: 3405.466553
	Iteration 12Q: 3 clusters Score -3359092 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3359205.000000 Penalty: 3405.466553
	Iteration 13Q: 3 clusters Score -3359205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3359258.750000 Penalty: 3405.466553
	Iteration 14Q: 3 clusters Score -3359259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3359306.250000 Penalty: 3405.466553
	Iteration 15Q: 3 clusters Score -3359306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3359318.500000 Penalty: 3405.466553
	Iteration 16Q: 3 clusters Score -3359318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3359326.750000 Penalty: 3405.466553
	Iteration 17Q: 3 clusters Score -3359327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3359330.750000 Penalty: 3405.466553
	Iteration 18Q: 3 clusters Score -3359331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3359330.000000 Penalty: 3405.466553
	Iteration 19Q: 3 clusters Score -3359330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3359333.000000 Penalty: 3405.466553
	Iteration 20F: 3 clusters Score -3359333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3359335.750000 Penalty: 3405.466553
	Iteration 21Q: 3 clusters Score -3359336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3359345.500000 Penalty: 3405.466553
	Iteration 22Q: 3 clusters Score -3359346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3359351.000000 Penalty: 3405.466553
	Iteration 23Q: 3 clusters Score -3359351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3359354.000000 Penalty: 3405.466553
	Iteration 24Q: 3 clusters Score -3359354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3359354.500000 Penalty: 3405.466553
	Iteration 25Q: 3 clusters Score -3359354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3359357.500000 Penalty: 3405.466553
	Iteration 26Q: 3 clusters Score -3359358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3359361.250000 Penalty: 3405.466553
	Iteration 27Q: 3 clusters Score -3359361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3359361.000000 Penalty: 3405.466553
	Iteration 28Q: 3 clusters Score -3359361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3359361.000000 Penalty: 3405.466553
	Iteration 29F: 3 clusters Score -3359361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Entering Unmasked Estep 
Score: -3939642.750000 Penalty: 1722.026367
	Iteration 0F: 2 clusters Score -3939643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3917780.500000 Penalty: 3444.052734
	Iteration 0F: 3 clusters Score -3917780 nChanged 18492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3927883.500000 Penalty: 3444.052734
	Iteration 1F: 3 clusters Score -3927884 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3928164.500000 Penalty: 3444.052734
	Iteration 2Q: 3 clusters Score -3928164 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -3928458.250000 Penalty: 3444.052734
	Iteration 3Q: 3 clusters Score -3928458 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3928722.500000 Penalty: 3444.052734
	Iteration 4Q: 3 clusters Score -3928722 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3929025.000000 Penalty: 3444.052734
	Iteration 5Q: 3 clusters Score -3929025 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3929341.500000 Penalty: 3444.052734
	Iteration 6Q: 3 clusters Score -3929342 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3929697.000000 Penalty: 3444.052734
	Iteration 7Q: 3 clusters Score -3929697 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3930085.000000 Penalty: 3444.052734
	Iteration 8Q: 3 clusters Score -3930085 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3930545.000000 Penalty: 3444.052734
	Iteration 9Q: 3 clusters Score -3930545 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3931183.500000 Penalty: 3444.052734
	Iteration 10Q: 3 clusters Score -3931184 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3932054.750000 Penalty: 3444.052734
	Iteration 11Q: 3 clusters Score -3932055 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3933202.250000 Penalty: 3444.052734
	Iteration 12F: 3 clusters Score -3933202 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3934671.750000 Penalty: 3444.052734
	Iteration 13F: 3 clusters Score -3934672 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -3936358.750000 Penalty: 3444.052734
	Iteration 14F: 3 clusters Score -3936359 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3937945.500000 Penalty: 3444.052734
	Iteration 15F: 3 clusters Score -3937946 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -3938526.500000 Penalty: 3444.052734
	Iteration 16Q: 3 clusters Score -3938526 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -3938564.500000 Penalty: 3444.052734
	Iteration 17Q: 3 clusters Score -3938564 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -3938448.500000 Penalty: 3444.052734
	Iteration 18Q: 3 clusters Score -3938448 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -3938435.750000 Penalty: 3444.052734
	Iteration 19Q: 3 clusters Score -3938436 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -3938417.500000 Penalty: 3444.052734
	Iteration 20F: 3 clusters Score -3938418 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -3938433.250000 Penalty: 3444.052734
	Iteration 21Q: 3 clusters Score -3938433 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -3938455.500000 Penalty: 3444.052734
	Iteration 22Q: 3 clusters Score -3938456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -3938471.250000 Penalty: 3444.052734
	Iteration 23Q: 3 clusters Score -3938471 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -3938494.500000 Penalty: 3444.052734
	Iteration 24Q: 3 clusters Score -3938494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -3938519.750000 Penalty: 3444.052734
	Iteration 25Q: 3 clusters Score -3938520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -3938529.000000 Penalty: 3444.052734
	Iteration 26Q: 3 clusters Score -3938529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -3938540.250000 Penalty: 3444.052734
	Iteration 27Q: 3 clusters Score -3938540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -3938530.250000 Penalty: 3444.052734
	Iteration 28Q: 3 clusters Score -3938530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -3938532.750000 Penalty: 3444.052734
	Iteration 29Q: 3 clusters Score -3938533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -3938532.750000 Penalty: 3444.052734
	Iteration 30Q: 3 clusters Score -3938533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -3938536.250000 Penalty: 3444.052734
	Iteration 31Q: 3 clusters Score -3938536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -3938530.000000 Penalty: 3444.052734
	Iteration 32Q: 3 clusters Score -3938530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -3938533.500000 Penalty: 3444.052734
	Iteration 33Q: 3 clusters Score -3938534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -3938531.500000 Penalty: 3444.052734
	Iteration 34Q: 3 clusters Score -3938532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -3938537.750000 Penalty: 3444.052734
	Iteration 35Q: 3 clusters Score -3938538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -3938540.500000 Penalty: 3444.052734
	Iteration 36Q: 3 clusters Score -3938540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -3938547.000000 Penalty: 3444.052734
	Iteration 37Q: 3 clusters Score -3938547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -3938546.500000 Penalty: 3444.052734
	Iteration 38Q: 3 clusters Score -3938546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -3938548.500000 Penalty: 3444.052734
	Iteration 39Q: 3 clusters Score -3938548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -3938540.250000 Penalty: 3444.052734
	Iteration 40F: 3 clusters Score -3938540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -3938541.750000 Penalty: 3444.052734
	Iteration 41Q: 3 clusters Score -3938542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -3938541.750000 Penalty: 3444.052734
	Iteration 42F: 3 clusters Score -3938542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -87671.179688 Penalty: 1141.505493
	Iteration 0F: 2 clusters Score -87671.18 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 559 members 
Entering Unmasked Estep 
Score: -86169.953125 Penalty: 2283.010986
	Iteration 0F: 3 clusters Score -86169.95 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -86530.406250 Penalty: 2283.010986
	Iteration 1F: 3 clusters Score -86530.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -86664.468750 Penalty: 2283.010986
	Iteration 2F: 3 clusters Score -86664.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -86755.390625 Penalty: 2283.010986
	Iteration 3Q: 3 clusters Score -86755.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -86833.531250 Penalty: 2283.010986
	Iteration 4Q: 3 clusters Score -86833.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -86927.687500 Penalty: 2283.010986
	Iteration 5Q: 3 clusters Score -86927.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -86987.226562 Penalty: 2283.010986
	Iteration 6Q: 3 clusters Score -86987.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -87037.359375 Penalty: 2283.010986
	Iteration 7Q: 3 clusters Score -87037.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -87072.078125 Penalty: 2283.010986
	Iteration 8Q: 3 clusters Score -87072.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -87100.937500 Penalty: 2283.010986
	Iteration 9Q: 3 clusters Score -87100.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -87121.640625 Penalty: 2283.010986
	Iteration 10Q: 3 clusters Score -87121.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -87135.539062 Penalty: 2283.010986
	Iteration 11Q: 3 clusters Score -87135.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -87146.828125 Penalty: 2283.010986
	Iteration 12Q: 3 clusters Score -87146.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -87155.390625 Penalty: 2283.010986
	Iteration 13Q: 3 clusters Score -87155.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -87161.859375 Penalty: 2283.010986
	Iteration 14Q: 3 clusters Score -87161.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -87175.734375 Penalty: 2283.010986
	Iteration 15Q: 3 clusters Score -87175.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -87181.992188 Penalty: 2283.010986
	Iteration 16Q: 3 clusters Score -87181.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -87186.523438 Penalty: 2283.010986
	Iteration 17Q: 3 clusters Score -87186.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -87196.171875 Penalty: 2283.010986
	Iteration 18F: 3 clusters Score -87196.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -87213.789062 Penalty: 2283.010986
	Iteration 19Q: 3 clusters Score -87213.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -87262.320312 Penalty: 2283.010986
	Iteration 20F: 3 clusters Score -87262.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -87289.210938 Penalty: 2283.010986
	Iteration 21Q: 3 clusters Score -87289.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -87303.195312 Penalty: 2283.010986
	Iteration 22Q: 3 clusters Score -87303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -87325.789062 Penalty: 2283.010986
	Iteration 23Q: 3 clusters Score -87325.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -87341.429688 Penalty: 2283.010986
	Iteration 24Q: 3 clusters Score -87341.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -87365.015625 Penalty: 2283.010986
	Iteration 25Q: 3 clusters Score -87365.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -87378.804688 Penalty: 2283.010986
	Iteration 26Q: 3 clusters Score -87378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -87392.632812 Penalty: 2283.010986
	Iteration 27Q: 3 clusters Score -87392.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -87399.648438 Penalty: 2283.010986
	Iteration 28Q: 3 clusters Score -87399.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -87401.953125 Penalty: 2283.010986
	Iteration 29Q: 3 clusters Score -87401.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -87418.265625 Penalty: 2283.010986
	Iteration 30F: 3 clusters Score -87418.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -87433.289062 Penalty: 2283.010986
	Iteration 31Q: 3 clusters Score -87433.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -87439.203125 Penalty: 2283.010986
	Iteration 32Q: 3 clusters Score -87439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -87442.796875 Penalty: 2283.010986
	Iteration 33Q: 3 clusters Score -87442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -87445.218750 Penalty: 2283.010986
	Iteration 34Q: 3 clusters Score -87445.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -87448.351562 Penalty: 2283.010986
	Iteration 35Q: 3 clusters Score -87448.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -87452.843750 Penalty: 2283.010986
	Iteration 36Q: 3 clusters Score -87452.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -87455.718750 Penalty: 2283.010986
	Iteration 37Q: 3 clusters Score -87455.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -87456.296875 Penalty: 2283.010986
	Iteration 38Q: 3 clusters Score -87456.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -87456.296875 Penalty: 2283.010986
	Iteration 39F: 3 clusters Score -87456.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Entering Unmasked Estep 
Score: -2130892.750000 Penalty: 1635.723145
	Iteration 0F: 2 clusters Score -2130893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2114894.500000 Penalty: 3271.446289
	Iteration 0F: 3 clusters Score -2114894 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2120894.250000 Penalty: 3271.446289
	Iteration 1F: 3 clusters Score -2120894 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2121363.000000 Penalty: 3271.446289
	Iteration 2F: 3 clusters Score -2121363 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2121855.500000 Penalty: 3271.446289
	Iteration 3F: 3 clusters Score -2121856 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2122302.250000 Penalty: 3271.446289
	Iteration 4Q: 3 clusters Score -2122302 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2122742.750000 Penalty: 3271.446289
	Iteration 5Q: 3 clusters Score -2122743 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2123203.750000 Penalty: 3271.446289
	Iteration 6Q: 3 clusters Score -2123204 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2123738.000000 Penalty: 3271.446289
	Iteration 7Q: 3 clusters Score -2123738 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2124299.750000 Penalty: 3271.446289
	Iteration 8Q: 3 clusters Score -2124300 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2124905.750000 Penalty: 3271.446289
	Iteration 9Q: 3 clusters Score -2124906 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2125531.500000 Penalty: 3271.446289
	Iteration 10Q: 3 clusters Score -2125532 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2126123.750000 Penalty: 3271.446289
	Iteration 11Q: 3 clusters Score -2126124 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2126685.000000 Penalty: 3271.446289
	Iteration 12Q: 3 clusters Score -2126685 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2127271.250000 Penalty: 3271.446289
	Iteration 13Q: 3 clusters Score -2127271 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2127787.500000 Penalty: 3271.446289
	Iteration 14Q: 3 clusters Score -2127788 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2128231.000000 Penalty: 3271.446289
	Iteration 15Q: 3 clusters Score -2128231 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2128560.250000 Penalty: 3271.446289
	Iteration 16Q: 3 clusters Score -2128560 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2128782.750000 Penalty: 3271.446289
	Iteration 17Q: 3 clusters Score -2128783 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2128941.500000 Penalty: 3271.446289
	Iteration 18Q: 3 clusters Score -2128942 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2129065.250000 Penalty: 3271.446289
	Iteration 19Q: 3 clusters Score -2129065 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2129160.250000 Penalty: 3271.446289
	Iteration 20F: 3 clusters Score -2129160 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2129260.500000 Penalty: 3271.446289
	Iteration 21Q: 3 clusters Score -2129260 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2129349.750000 Penalty: 3271.446289
	Iteration 22Q: 3 clusters Score -2129350 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2129418.250000 Penalty: 3271.446289
	Iteration 23Q: 3 clusters Score -2129418 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2129464.000000 Penalty: 3271.446289
	Iteration 24Q: 3 clusters Score -2129464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2129502.750000 Penalty: 3271.446289
	Iteration 25Q: 3 clusters Score -2129503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2129542.500000 Penalty: 3271.446289
	Iteration 26Q: 3 clusters Score -2129542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2129560.750000 Penalty: 3271.446289
	Iteration 27Q: 3 clusters Score -2129561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2129583.500000 Penalty: 3271.446289
	Iteration 28Q: 3 clusters Score -2129584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2129603.000000 Penalty: 3271.446289
	Iteration 29Q: 3 clusters Score -2129603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2129616.500000 Penalty: 3271.446289
	Iteration 30Q: 3 clusters Score -2129616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2129635.750000 Penalty: 3271.446289
	Iteration 31Q: 3 clusters Score -2129636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2129654.250000 Penalty: 3271.446289
	Iteration 32Q: 3 clusters Score -2129654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2129670.500000 Penalty: 3271.446289
	Iteration 33Q: 3 clusters Score -2129670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2129686.000000 Penalty: 3271.446289
	Iteration 34Q: 3 clusters Score -2129686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2129694.250000 Penalty: 3271.446289
	Iteration 35Q: 3 clusters Score -2129694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2129699.500000 Penalty: 3271.446289
	Iteration 36Q: 3 clusters Score -2129700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2129703.000000 Penalty: 3271.446289
	Iteration 37Q: 3 clusters Score -2129703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2129708.250000 Penalty: 3271.446289
	Iteration 38Q: 3 clusters Score -2129708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2129713.000000 Penalty: 3271.446289
	Iteration 39Q: 3 clusters Score -2129713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2129715.500000 Penalty: 3271.446289
	Iteration 40F: 3 clusters Score -2129716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2129718.750000 Penalty: 3271.446289
	Iteration 41Q: 3 clusters Score -2129719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2129724.250000 Penalty: 3271.446289
	Iteration 42Q: 3 clusters Score -2129724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2129725.500000 Penalty: 3271.446289
	Iteration 43Q: 3 clusters Score -2129726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2129727.500000 Penalty: 3271.446289
	Iteration 44Q: 3 clusters Score -2129728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2129727.750000 Penalty: 3271.446289
	Iteration 45Q: 3 clusters Score -2129728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2129732.250000 Penalty: 3271.446289
	Iteration 46Q: 3 clusters Score -2129732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2129733.750000 Penalty: 3271.446289
	Iteration 47Q: 3 clusters Score -2129734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2129734.250000 Penalty: 3271.446289
	Iteration 48Q: 3 clusters Score -2129734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2129734.250000 Penalty: 3271.446289
	Iteration 49F: 3 clusters Score -2129734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Entering Unmasked Estep 
Score: -2313245.000000 Penalty: 1643.424805
	Iteration 0F: 2 clusters Score -2313245 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 12427 members 
Entering Unmasked Estep 
Score: -2296665.000000 Penalty: 3286.849609
	Iteration 0F: 3 clusters Score -2296665 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2302950.250000 Penalty: 3286.849609
	Iteration 1F: 3 clusters Score -2302950 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2303424.500000 Penalty: 3286.849609
	Iteration 2Q: 3 clusters Score -2303424 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2303927.250000 Penalty: 3286.849609
	Iteration 3Q: 3 clusters Score -2303927 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2304534.500000 Penalty: 3286.849609
	Iteration 4Q: 3 clusters Score -2304534 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2305288.500000 Penalty: 3286.849609
	Iteration 5F: 3 clusters Score -2305288 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2306210.750000 Penalty: 3286.849609
	Iteration 6F: 3 clusters Score -2306211 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2307337.750000 Penalty: 3286.849609
	Iteration 7F: 3 clusters Score -2307338 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2308552.000000 Penalty: 3286.849609
	Iteration 8F: 3 clusters Score -2308552 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2309604.750000 Penalty: 3286.849609
	Iteration 9F: 3 clusters Score -2309605 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2310444.000000 Penalty: 3286.849609
	Iteration 10Q: 3 clusters Score -2310444 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2311008.250000 Penalty: 3286.849609
	Iteration 11Q: 3 clusters Score -2311008 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2311362.250000 Penalty: 3286.849609
	Iteration 12Q: 3 clusters Score -2311362 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2311607.500000 Penalty: 3286.849609
	Iteration 13Q: 3 clusters Score -2311608 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2311756.750000 Penalty: 3286.849609
	Iteration 14Q: 3 clusters Score -2311757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2311817.250000 Penalty: 3286.849609
	Iteration 15Q: 3 clusters Score -2311817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2311851.250000 Penalty: 3286.849609
	Iteration 16Q: 3 clusters Score -2311851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2311884.500000 Penalty: 3286.849609
	Iteration 17Q: 3 clusters Score -2311884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2311909.500000 Penalty: 3286.849609
	Iteration 18Q: 3 clusters Score -2311910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2311926.750000 Penalty: 3286.849609
	Iteration 19Q: 3 clusters Score -2311927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2311945.250000 Penalty: 3286.849609
	Iteration 20F: 3 clusters Score -2311945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2311953.250000 Penalty: 3286.849609
	Iteration 21Q: 3 clusters Score -2311953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2311958.000000 Penalty: 3286.849609
	Iteration 22Q: 3 clusters Score -2311958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2311966.000000 Penalty: 3286.849609
	Iteration 23Q: 3 clusters Score -2311966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2311969.750000 Penalty: 3286.849609
	Iteration 24Q: 3 clusters Score -2311970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2311972.500000 Penalty: 3286.849609
	Iteration 25Q: 3 clusters Score -2311972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2311969.500000 Penalty: 3286.849609
	Iteration 26Q: 3 clusters Score -2311970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2311971.750000 Penalty: 3286.849609
	Iteration 27Q: 3 clusters Score -2311972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2311971.750000 Penalty: 3286.849609
	Iteration 28F: 3 clusters Score -2311972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -445848.406250 Penalty: 1381.917603
	Iteration 0F: 2 clusters Score -445848.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -441921.375000 Penalty: 2763.835205
	Iteration 0F: 3 clusters Score -441921.4 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -443101.437500 Penalty: 2763.835205
	Iteration 1F: 3 clusters Score -443101.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -443403.906250 Penalty: 2763.835205
	Iteration 2F: 3 clusters Score -443403.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -443673.187500 Penalty: 2763.835205
	Iteration 3F: 3 clusters Score -443673.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -443931.500000 Penalty: 2763.835205
	Iteration 4F: 3 clusters Score -443931.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -444141.875000 Penalty: 2763.835205
	Iteration 5F: 3 clusters Score -444141.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -444341.906250 Penalty: 2763.835205
	Iteration 6F: 3 clusters Score -444341.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -444548.625000 Penalty: 2763.835205
	Iteration 7F: 3 clusters Score -444548.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -444704.406250 Penalty: 2763.835205
	Iteration 8Q: 3 clusters Score -444704.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -444829.718750 Penalty: 2763.835205
	Iteration 9Q: 3 clusters Score -444829.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -444904.343750 Penalty: 2763.835205
	Iteration 10Q: 3 clusters Score -444904.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -444950.031250 Penalty: 2763.835205
	Iteration 11Q: 3 clusters Score -444950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -444992.812500 Penalty: 2763.835205
	Iteration 12Q: 3 clusters Score -444992.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -445038.281250 Penalty: 2763.835205
	Iteration 13Q: 3 clusters Score -445038.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -445069.312500 Penalty: 2763.835205
	Iteration 14Q: 3 clusters Score -445069.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -445090.562500 Penalty: 2763.835205
	Iteration 15Q: 3 clusters Score -445090.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -445114.906250 Penalty: 2763.835205
	Iteration 16Q: 3 clusters Score -445114.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -445131.312500 Penalty: 2763.835205
	Iteration 17Q: 3 clusters Score -445131.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -445147.218750 Penalty: 2763.835205
	Iteration 18Q: 3 clusters Score -445147.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -445168.281250 Penalty: 2763.835205
	Iteration 19Q: 3 clusters Score -445168.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -445182.687500 Penalty: 2763.835205
	Iteration 20F: 3 clusters Score -445182.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -445197.906250 Penalty: 2763.835205
	Iteration 21Q: 3 clusters Score -445197.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -445207.687500 Penalty: 2763.835205
	Iteration 22Q: 3 clusters Score -445207.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -445214.250000 Penalty: 2763.835205
	Iteration 23Q: 3 clusters Score -445214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -445219.000000 Penalty: 2763.835205
	Iteration 24Q: 3 clusters Score -445219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -445222.468750 Penalty: 2763.835205
	Iteration 25Q: 3 clusters Score -445222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -445226.406250 Penalty: 2763.835205
	Iteration 26Q: 3 clusters Score -445226.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -445231.406250 Penalty: 2763.835205
	Iteration 27Q: 3 clusters Score -445231.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -445234.718750 Penalty: 2763.835205
	Iteration 28Q: 3 clusters Score -445234.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -445235.156250 Penalty: 2763.835205
	Iteration 29Q: 3 clusters Score -445235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -445236.843750 Penalty: 2763.835205
	Iteration 30Q: 3 clusters Score -445236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -445237.968750 Penalty: 2763.835205
	Iteration 31Q: 3 clusters Score -445238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -445242.625000 Penalty: 2763.835205
	Iteration 32Q: 3 clusters Score -445242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -445244.125000 Penalty: 2763.835205
	Iteration 33Q: 3 clusters Score -445244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -445247.218750 Penalty: 2763.835205
	Iteration 34Q: 3 clusters Score -445247.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -445247.968750 Penalty: 2763.835205
	Iteration 35Q: 3 clusters Score -445248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -445249.718750 Penalty: 2763.835205
	Iteration 36Q: 3 clusters Score -445249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -445250.062500 Penalty: 2763.835205
	Iteration 37Q: 3 clusters Score -445250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -445250.906250 Penalty: 2763.835205
	Iteration 38Q: 3 clusters Score -445250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -445251.343750 Penalty: 2763.835205
	Iteration 39Q: 3 clusters Score -445251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -445252.093750 Penalty: 2763.835205
	Iteration 40F: 3 clusters Score -445252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -445252.312500 Penalty: 2763.835205
	Iteration 41Q: 3 clusters Score -445252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -445253.906250 Penalty: 2763.835205
	Iteration 42Q: 3 clusters Score -445253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -445255.468750 Penalty: 2763.835205
	Iteration 43Q: 3 clusters Score -445255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -445256.250000 Penalty: 2763.835205
	Iteration 44Q: 3 clusters Score -445256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -445256.812500 Penalty: 2763.835205
	Iteration 45Q: 3 clusters Score -445256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -445260.062500 Penalty: 2763.835205
	Iteration 46Q: 3 clusters Score -445260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -445261.468750 Penalty: 2763.835205
	Iteration 47Q: 3 clusters Score -445261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -445264.375000 Penalty: 2763.835205
	Iteration 48Q: 3 clusters Score -445264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -445265.375000 Penalty: 2763.835205
	Iteration 49Q: 3 clusters Score -445265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -445266.750000 Penalty: 2763.835205
	Iteration 50Q: 3 clusters Score -445266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -445266.531250 Penalty: 2763.835205
	Iteration 51Q: 3 clusters Score -445266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -445267.218750 Penalty: 2763.835205
	Iteration 52Q: 3 clusters Score -445267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -445268.000000 Penalty: 2763.835205
	Iteration 53Q: 3 clusters Score -445268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -445268.250000 Penalty: 2763.835205
	Iteration 54Q: 3 clusters Score -445268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -445270.468750 Penalty: 2763.835205
	Iteration 55Q: 3 clusters Score -445270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -445270.937500 Penalty: 2763.835205
	Iteration 56Q: 3 clusters Score -445270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -445271.781250 Penalty: 2763.835205
	Iteration 57Q: 3 clusters Score -445271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -445272.937500 Penalty: 2763.835205
	Iteration 58Q: 3 clusters Score -445272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -445273.625000 Penalty: 2763.835205
	Iteration 59Q: 3 clusters Score -445273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -445273.625000 Penalty: 2763.835205
	Iteration 60F: 3 clusters Score -445273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -445274.781250 Penalty: 2763.835205
	Iteration 61Q: 3 clusters Score -445274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -445276.718750 Penalty: 2763.835205
	Iteration 62Q: 3 clusters Score -445276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -445277.875000 Penalty: 2763.835205
	Iteration 63Q: 3 clusters Score -445277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -445280.281250 Penalty: 2763.835205
	Iteration 64Q: 3 clusters Score -445280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -445281.062500 Penalty: 2763.835205
	Iteration 65Q: 3 clusters Score -445281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -445282.343750 Penalty: 2763.835205
	Iteration 66Q: 3 clusters Score -445282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -445282.343750 Penalty: 2763.835205
	Iteration 67Q: 3 clusters Score -445282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -445283.531250 Penalty: 2763.835205
	Iteration 68Q: 3 clusters Score -445283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -445283.531250 Penalty: 2763.835205
	Iteration 69F: 3 clusters Score -445283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Entering Unmasked Estep 
Score: -1769137.375000 Penalty: 1601.425659
	Iteration 0F: 2 clusters Score -1769137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1756099.500000 Penalty: 3202.851318
	Iteration 0F: 3 clusters Score -1756100 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1760677.750000 Penalty: 3202.851318
	Iteration 1F: 3 clusters Score -1760678 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1761065.875000 Penalty: 3202.851318
	Iteration 2F: 3 clusters Score -1761066 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1761506.375000 Penalty: 3202.851318
	Iteration 3F: 3 clusters Score -1761506 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1762087.500000 Penalty: 3202.851318
	Iteration 4F: 3 clusters Score -1762088 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1762897.500000 Penalty: 3202.851318
	Iteration 5F: 3 clusters Score -1762898 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1764050.125000 Penalty: 3202.851318
	Iteration 6F: 3 clusters Score -1764050 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1765415.750000 Penalty: 3202.851318
	Iteration 7F: 3 clusters Score -1765416 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1766514.500000 Penalty: 3202.851318
	Iteration 8F: 3 clusters Score -1766514 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1767151.250000 Penalty: 3202.851318
	Iteration 9Q: 3 clusters Score -1767151 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1767462.875000 Penalty: 3202.851318
	Iteration 10Q: 3 clusters Score -1767463 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1767597.875000 Penalty: 3202.851318
	Iteration 11Q: 3 clusters Score -1767598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1767652.875000 Penalty: 3202.851318
	Iteration 12Q: 3 clusters Score -1767653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1767693.125000 Penalty: 3202.851318
	Iteration 13Q: 3 clusters Score -1767693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1767721.125000 Penalty: 3202.851318
	Iteration 14Q: 3 clusters Score -1767721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1767728.875000 Penalty: 3202.851318
	Iteration 15Q: 3 clusters Score -1767729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1767732.500000 Penalty: 3202.851318
	Iteration 16Q: 3 clusters Score -1767732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1767732.500000 Penalty: 3202.851318
	Iteration 17F: 3 clusters Score -1767732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -436078.281250 Penalty: 1378.187134
	Iteration 0F: 2 clusters Score -436078.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -432219.781250 Penalty: 2756.374268
	Iteration 0F: 3 clusters Score -432219.8 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -433508.593750 Penalty: 2756.374268
	Iteration 1F: 3 clusters Score -433508.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -433953.875000 Penalty: 2756.374268
	Iteration 2F: 3 clusters Score -433953.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -434343.250000 Penalty: 2756.374268
	Iteration 3F: 3 clusters Score -434343.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -434700.750000 Penalty: 2756.374268
	Iteration 4F: 3 clusters Score -434700.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -435001.593750 Penalty: 2756.374268
	Iteration 5F: 3 clusters Score -435001.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -435250.562500 Penalty: 2756.374268
	Iteration 6Q: 3 clusters Score -435250.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -435454.187500 Penalty: 2756.374268
	Iteration 7Q: 3 clusters Score -435454.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -435578.562500 Penalty: 2756.374268
	Iteration 8Q: 3 clusters Score -435578.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -435646.843750 Penalty: 2756.374268
	Iteration 9Q: 3 clusters Score -435646.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -435672.281250 Penalty: 2756.374268
	Iteration 10Q: 3 clusters Score -435672.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -435688.875000 Penalty: 2756.374268
	Iteration 11Q: 3 clusters Score -435688.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -435696.593750 Penalty: 2756.374268
	Iteration 12Q: 3 clusters Score -435696.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -435699.750000 Penalty: 2756.374268
	Iteration 13Q: 3 clusters Score -435699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -435701.812500 Penalty: 2756.374268
	Iteration 14Q: 3 clusters Score -435701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -435704.562500 Penalty: 2756.374268
	Iteration 15Q: 3 clusters Score -435704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -435706.312500 Penalty: 2756.374268
	Iteration 16Q: 3 clusters Score -435706.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -435709.500000 Penalty: 2756.374268
	Iteration 17Q: 3 clusters Score -435709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -435709.437500 Penalty: 2756.374268
	Iteration 18Q: 3 clusters Score -435709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -435712.250000 Penalty: 2756.374268
	Iteration 19Q: 3 clusters Score -435712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -435712.781250 Penalty: 2756.374268
	Iteration 20F: 3 clusters Score -435712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -435714.843750 Penalty: 2756.374268
	Iteration 21Q: 3 clusters Score -435714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -435714.062500 Penalty: 2756.374268
	Iteration 22Q: 3 clusters Score -435714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -435714.062500 Penalty: 2756.374268
	Iteration 23F: 3 clusters Score -435714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Entering Unmasked Estep 
Score: -436710.406250 Penalty: 1374.644775
	Iteration 0F: 2 clusters Score -436710.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -432900.437500 Penalty: 2749.289551
	Iteration 0F: 3 clusters Score -432900.4 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -434002.281250 Penalty: 2749.289551
	Iteration 1F: 3 clusters Score -434002.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -434202.250000 Penalty: 2749.289551
	Iteration 2F: 3 clusters Score -434202.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -434332.187500 Penalty: 2749.289551
	Iteration 3F: 3 clusters Score -434332.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -434420.500000 Penalty: 2749.289551
	Iteration 4Q: 3 clusters Score -434420.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -434496.468750 Penalty: 2749.289551
	Iteration 5Q: 3 clusters Score -434496.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -434568.125000 Penalty: 2749.289551
	Iteration 6Q: 3 clusters Score -434568.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -434649.406250 Penalty: 2749.289551
	Iteration 7Q: 3 clusters Score -434649.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -434732.375000 Penalty: 2749.289551
	Iteration 8Q: 3 clusters Score -434732.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -434833.156250 Penalty: 2749.289551
	Iteration 9Q: 3 clusters Score -434833.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -434973.437500 Penalty: 2749.289551
	Iteration 10Q: 3 clusters Score -434973.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -435100.812500 Penalty: 2749.289551
	Iteration 11Q: 3 clusters Score -435100.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -435239.281250 Penalty: 2749.289551
	Iteration 12Q: 3 clusters Score -435239.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -435364.250000 Penalty: 2749.289551
	Iteration 13Q: 3 clusters Score -435364.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -435491.750000 Penalty: 2749.289551
	Iteration 14Q: 3 clusters Score -435491.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -435580.812500 Penalty: 2749.289551
	Iteration 15Q: 3 clusters Score -435580.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -435644.125000 Penalty: 2749.289551
	Iteration 16Q: 3 clusters Score -435644.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -435692.312500 Penalty: 2749.289551
	Iteration 17Q: 3 clusters Score -435692.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -435726.656250 Penalty: 2749.289551
	Iteration 18Q: 3 clusters Score -435726.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -435754.812500 Penalty: 2749.289551
	Iteration 19Q: 3 clusters Score -435754.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -435782.875000 Penalty: 2749.289551
	Iteration 20F: 3 clusters Score -435782.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -435802.843750 Penalty: 2749.289551
	Iteration 21Q: 3 clusters Score -435802.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -435817.843750 Penalty: 2749.289551
	Iteration 22Q: 3 clusters Score -435817.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -435826.312500 Penalty: 2749.289551
	Iteration 23Q: 3 clusters Score -435826.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -435831.906250 Penalty: 2749.289551
	Iteration 24Q: 3 clusters Score -435831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -435835.375000 Penalty: 2749.289551
	Iteration 25Q: 3 clusters Score -435835.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -435836.312500 Penalty: 2749.289551
	Iteration 26Q: 3 clusters Score -435836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -435837.343750 Penalty: 2749.289551
	Iteration 27Q: 3 clusters Score -435837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -435838.906250 Penalty: 2749.289551
	Iteration 28Q: 3 clusters Score -435838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -435839.000000 Penalty: 2749.289551
	Iteration 29Q: 3 clusters Score -435839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -435838.718750 Penalty: 2749.289551
	Iteration 30Q: 3 clusters Score -435838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -435838.718750 Penalty: 2749.289551
	Iteration 31F: 3 clusters Score -435838.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -553088.812500 Penalty: 1414.992798
	Iteration 0F: 2 clusters Score -553088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -548431.375000 Penalty: 2829.985596
	Iteration 0F: 3 clusters Score -548431.4 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -549861.812500 Penalty: 2829.985596
	Iteration 1F: 3 clusters Score -549861.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -550161.937500 Penalty: 2829.985596
	Iteration 2F: 3 clusters Score -550161.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -550467.937500 Penalty: 2829.985596
	Iteration 3F: 3 clusters Score -550467.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -550853.500000 Penalty: 2829.985596
	Iteration 4F: 3 clusters Score -550853.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -551271.375000 Penalty: 2829.985596
	Iteration 5F: 3 clusters Score -551271.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -551654.562500 Penalty: 2829.985596
	Iteration 6F: 3 clusters Score -551654.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -551956.250000 Penalty: 2829.985596
	Iteration 7F: 3 clusters Score -551956.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -552184.062500 Penalty: 2829.985596
	Iteration 8Q: 3 clusters Score -552184.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -552325.625000 Penalty: 2829.985596
	Iteration 9Q: 3 clusters Score -552325.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -552389.875000 Penalty: 2829.985596
	Iteration 10Q: 3 clusters Score -552389.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -552421.812500 Penalty: 2829.985596
	Iteration 11Q: 3 clusters Score -552421.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -552439.687500 Penalty: 2829.985596
	Iteration 12Q: 3 clusters Score -552439.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -552453.250000 Penalty: 2829.985596
	Iteration 13Q: 3 clusters Score -552453.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -552463.312500 Penalty: 2829.985596
	Iteration 14Q: 3 clusters Score -552463.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -552469.000000 Penalty: 2829.985596
	Iteration 15Q: 3 clusters Score -552469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -552470.937500 Penalty: 2829.985596
	Iteration 16Q: 3 clusters Score -552470.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -552473.187500 Penalty: 2829.985596
	Iteration 17Q: 3 clusters Score -552473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -552476.062500 Penalty: 2829.985596
	Iteration 18Q: 3 clusters Score -552476.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -552477.875000 Penalty: 2829.985596
	Iteration 19Q: 3 clusters Score -552477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -552480.125000 Penalty: 2829.985596
	Iteration 20F: 3 clusters Score -552480.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -552481.625000 Penalty: 2829.985596
	Iteration 21Q: 3 clusters Score -552481.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -552484.437500 Penalty: 2829.985596
	Iteration 22Q: 3 clusters Score -552484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -552483.062500 Penalty: 2829.985596
	Iteration 23Q: 3 clusters Score -552483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -552484.937500 Penalty: 2829.985596
	Iteration 24Q: 3 clusters Score -552484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -552487.062500 Penalty: 2829.985596
	Iteration 25Q: 3 clusters Score -552487.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -552489.875000 Penalty: 2829.985596
	Iteration 26Q: 3 clusters Score -552489.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -552488.687500 Penalty: 2829.985596
	Iteration 27Q: 3 clusters Score -552488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -552489.250000 Penalty: 2829.985596
	Iteration 28Q: 3 clusters Score -552489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -552490.062500 Penalty: 2829.985596
	Iteration 29Q: 3 clusters Score -552490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -552490.062500 Penalty: 2829.985596
	Iteration 30Q: 3 clusters Score -552490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -552490.062500 Penalty: 2829.985596
	Iteration 31F: 3 clusters Score -552490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -214016.250000 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -214016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -211678.578125 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -211678.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -212174.078125 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -212174.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -212401.765625 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -212401.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -212672.546875 Penalty: 2515.574707
	Iteration 3F: 3 clusters Score -212672.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -212913.234375 Penalty: 2515.574707
	Iteration 4F: 3 clusters Score -212913.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -213046.218750 Penalty: 2515.574707
	Iteration 5F: 3 clusters Score -213046.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -213119.265625 Penalty: 2515.574707
	Iteration 6Q: 3 clusters Score -213119.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -213179.453125 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -213179.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -213231.734375 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -213231.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -213270.531250 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -213270.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -213301.140625 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -213301.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -213325.437500 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -213325.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -213340.203125 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -213340.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -213353.703125 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -213353.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -213376.515625 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -213376.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -213395.171875 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -213395.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -213411.484375 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -213411.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -213423.828125 Penalty: 2515.574707
	Iteration 17Q: 3 clusters Score -213423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -213441.343750 Penalty: 2515.574707
	Iteration 18Q: 3 clusters Score -213441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -213455.531250 Penalty: 2515.574707
	Iteration 19Q: 3 clusters Score -213455.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -213466.718750 Penalty: 2515.574707
	Iteration 20F: 3 clusters Score -213466.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -213482.968750 Penalty: 2515.574707
	Iteration 21Q: 3 clusters Score -213483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -213499.687500 Penalty: 2515.574707
	Iteration 22Q: 3 clusters Score -213499.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -213514.281250 Penalty: 2515.574707
	Iteration 23Q: 3 clusters Score -213514.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -213521.765625 Penalty: 2515.574707
	Iteration 24Q: 3 clusters Score -213521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -213527.000000 Penalty: 2515.574707
	Iteration 25Q: 3 clusters Score -213527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -213532.078125 Penalty: 2515.574707
	Iteration 26Q: 3 clusters Score -213532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -213537.171875 Penalty: 2515.574707
	Iteration 27Q: 3 clusters Score -213537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -213539.531250 Penalty: 2515.574707
	Iteration 28Q: 3 clusters Score -213539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -213540.515625 Penalty: 2515.574707
	Iteration 29Q: 3 clusters Score -213540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -213542.718750 Penalty: 2515.574707
	Iteration 30Q: 3 clusters Score -213542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -213543.625000 Penalty: 2515.574707
	Iteration 31Q: 3 clusters Score -213543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -213548.125000 Penalty: 2515.574707
	Iteration 32Q: 3 clusters Score -213548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -213551.796875 Penalty: 2515.574707
	Iteration 33Q: 3 clusters Score -213551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -213558.031250 Penalty: 2515.574707
	Iteration 34Q: 3 clusters Score -213558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -213563.625000 Penalty: 2515.574707
	Iteration 35Q: 3 clusters Score -213563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -213571.343750 Penalty: 2515.574707
	Iteration 36Q: 3 clusters Score -213571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -213578.968750 Penalty: 2515.574707
	Iteration 37Q: 3 clusters Score -213579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -213592.375000 Penalty: 2515.574707
	Iteration 38Q: 3 clusters Score -213592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -213602.281250 Penalty: 2515.574707
	Iteration 39Q: 3 clusters Score -213602.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -213611.078125 Penalty: 2515.574707
	Iteration 40F: 3 clusters Score -213611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -213614.093750 Penalty: 2515.574707
	Iteration 41Q: 3 clusters Score -213614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -213616.187500 Penalty: 2515.574707
	Iteration 42Q: 3 clusters Score -213616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -213618.125000 Penalty: 2515.574707
	Iteration 43Q: 3 clusters Score -213618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -213618.796875 Penalty: 2515.574707
	Iteration 44Q: 3 clusters Score -213618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -213619.937500 Penalty: 2515.574707
	Iteration 45Q: 3 clusters Score -213619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -213619.937500 Penalty: 2515.574707
	Iteration 46F: 3 clusters Score -213619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Entering Unmasked Estep 
Score: -3908608.750000 Penalty: 1725.103271
	Iteration 0F: 2 clusters Score -3908609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3884564.000000 Penalty: 3450.206543
	Iteration 0F: 3 clusters Score -3884564 nChanged 18945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3894859.000000 Penalty: 3450.206543
	Iteration 1F: 3 clusters Score -3894859 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3895287.750000 Penalty: 3450.206543
	Iteration 2Q: 3 clusters Score -3895288 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3895700.000000 Penalty: 3450.206543
	Iteration 3Q: 3 clusters Score -3895700 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3896168.750000 Penalty: 3450.206543
	Iteration 4Q: 3 clusters Score -3896169 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3896722.500000 Penalty: 3450.206543
	Iteration 5Q: 3 clusters Score -3896722 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3897403.250000 Penalty: 3450.206543
	Iteration 6Q: 3 clusters Score -3897403 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3898238.500000 Penalty: 3450.206543
	Iteration 7Q: 3 clusters Score -3898238 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3899196.500000 Penalty: 3450.206543
	Iteration 8Q: 3 clusters Score -3899196 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3900136.750000 Penalty: 3450.206543
	Iteration 9Q: 3 clusters Score -3900137 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3900998.500000 Penalty: 3450.206543
	Iteration 10Q: 3 clusters Score -3900998 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3901645.750000 Penalty: 3450.206543
	Iteration 11Q: 3 clusters Score -3901646 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3902202.250000 Penalty: 3450.206543
	Iteration 12Q: 3 clusters Score -3902202 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3902713.000000 Penalty: 3450.206543
	Iteration 13Q: 3 clusters Score -3902713 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3903125.000000 Penalty: 3450.206543
	Iteration 14Q: 3 clusters Score -3903125 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3903500.250000 Penalty: 3450.206543
	Iteration 15Q: 3 clusters Score -3903500 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3903813.000000 Penalty: 3450.206543
	Iteration 16Q: 3 clusters Score -3903813 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3903992.750000 Penalty: 3450.206543
	Iteration 17Q: 3 clusters Score -3903993 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3904100.000000 Penalty: 3450.206543
	Iteration 18Q: 3 clusters Score -3904100 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3904155.500000 Penalty: 3450.206543
	Iteration 19Q: 3 clusters Score -3904156 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3904203.500000 Penalty: 3450.206543
	Iteration 20F: 3 clusters Score -3904204 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3904231.000000 Penalty: 3450.206543
	Iteration 21Q: 3 clusters Score -3904231 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3904267.000000 Penalty: 3450.206543
	Iteration 22Q: 3 clusters Score -3904267 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3904307.750000 Penalty: 3450.206543
	Iteration 23Q: 3 clusters Score -3904308 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3904311.000000 Penalty: 3450.206543
	Iteration 24Q: 3 clusters Score -3904311 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3904317.250000 Penalty: 3450.206543
	Iteration 25Q: 3 clusters Score -3904317 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3904351.000000 Penalty: 3450.206543
	Iteration 26Q: 3 clusters Score -3904351 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3904363.750000 Penalty: 3450.206543
	Iteration 27Q: 3 clusters Score -3904364 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3904395.750000 Penalty: 3450.206543
	Iteration 28Q: 3 clusters Score -3904396 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3904425.000000 Penalty: 3450.206543
	Iteration 29Q: 3 clusters Score -3904425 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3904472.750000 Penalty: 3450.206543
	Iteration 30Q: 3 clusters Score -3904473 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3904500.750000 Penalty: 3450.206543
	Iteration 31Q: 3 clusters Score -3904501 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3904533.000000 Penalty: 3450.206543
	Iteration 32Q: 3 clusters Score -3904533 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3904570.000000 Penalty: 3450.206543
	Iteration 33Q: 3 clusters Score -3904570 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3904594.000000 Penalty: 3450.206543
	Iteration 34Q: 3 clusters Score -3904594 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3904623.000000 Penalty: 3450.206543
	Iteration 35Q: 3 clusters Score -3904623 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3904668.250000 Penalty: 3450.206543
	Iteration 36Q: 3 clusters Score -3904668 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3904705.000000 Penalty: 3450.206543
	Iteration 37Q: 3 clusters Score -3904705 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3904747.000000 Penalty: 3450.206543
	Iteration 38Q: 3 clusters Score -3904747 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3904783.750000 Penalty: 3450.206543
	Iteration 39Q: 3 clusters Score -3904784 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3904803.750000 Penalty: 3450.206543
	Iteration 40F: 3 clusters Score -3904804 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3904860.000000 Penalty: 3450.206543
	Iteration 41Q: 3 clusters Score -3904860 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3904892.250000 Penalty: 3450.206543
	Iteration 42Q: 3 clusters Score -3904892 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3904922.500000 Penalty: 3450.206543
	Iteration 43Q: 3 clusters Score -3904922 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3904979.750000 Penalty: 3450.206543
	Iteration 44Q: 3 clusters Score -3904980 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3905037.500000 Penalty: 3450.206543
	Iteration 45Q: 3 clusters Score -3905038 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3905104.250000 Penalty: 3450.206543
	Iteration 46Q: 3 clusters Score -3905104 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3905160.750000 Penalty: 3450.206543
	Iteration 47Q: 3 clusters Score -3905161 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3905221.500000 Penalty: 3450.206543
	Iteration 48Q: 3 clusters Score -3905222 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3905245.000000 Penalty: 3450.206543
	Iteration 49Q: 3 clusters Score -3905245 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3905285.750000 Penalty: 3450.206543
	Iteration 50Q: 3 clusters Score -3905286 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3905337.250000 Penalty: 3450.206543
	Iteration 51Q: 3 clusters Score -3905337 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3905420.500000 Penalty: 3450.206543
	Iteration 52Q: 3 clusters Score -3905420 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3905467.250000 Penalty: 3450.206543
	Iteration 53Q: 3 clusters Score -3905467 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3905536.000000 Penalty: 3450.206543
	Iteration 54Q: 3 clusters Score -3905536 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3905616.500000 Penalty: 3450.206543
	Iteration 55Q: 3 clusters Score -3905616 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3905690.250000 Penalty: 3450.206543
	Iteration 56Q: 3 clusters Score -3905690 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3905751.500000 Penalty: 3450.206543
	Iteration 57Q: 3 clusters Score -3905752 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3905824.000000 Penalty: 3450.206543
	Iteration 58Q: 3 clusters Score -3905824 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3905914.500000 Penalty: 3450.206543
	Iteration 59Q: 3 clusters Score -3905914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3905972.750000 Penalty: 3450.206543
	Iteration 60F: 3 clusters Score -3905973 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3906056.750000 Penalty: 3450.206543
	Iteration 61Q: 3 clusters Score -3906057 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3906122.250000 Penalty: 3450.206543
	Iteration 62Q: 3 clusters Score -3906122 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3906199.750000 Penalty: 3450.206543
	Iteration 63Q: 3 clusters Score -3906200 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3906234.750000 Penalty: 3450.206543
	Iteration 64Q: 3 clusters Score -3906235 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3906288.750000 Penalty: 3450.206543
	Iteration 65Q: 3 clusters Score -3906289 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3906323.250000 Penalty: 3450.206543
	Iteration 66Q: 3 clusters Score -3906323 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3906348.250000 Penalty: 3450.206543
	Iteration 67Q: 3 clusters Score -3906348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3906380.250000 Penalty: 3450.206543
	Iteration 68Q: 3 clusters Score -3906380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3906406.000000 Penalty: 3450.206543
	Iteration 69Q: 3 clusters Score -3906406 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3906422.250000 Penalty: 3450.206543
	Iteration 70Q: 3 clusters Score -3906422 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3906450.250000 Penalty: 3450.206543
	Iteration 71Q: 3 clusters Score -3906450 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3906473.750000 Penalty: 3450.206543
	Iteration 72Q: 3 clusters Score -3906474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3906485.000000 Penalty: 3450.206543
	Iteration 73Q: 3 clusters Score -3906485 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -3906514.250000 Penalty: 3450.206543
	Iteration 74Q: 3 clusters Score -3906514 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3906525.250000 Penalty: 3450.206543
	Iteration 75Q: 3 clusters Score -3906525 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3906548.500000 Penalty: 3450.206543
	Iteration 76Q: 3 clusters Score -3906548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3906567.250000 Penalty: 3450.206543
	Iteration 77Q: 3 clusters Score -3906567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3906575.750000 Penalty: 3450.206543
	Iteration 78Q: 3 clusters Score -3906576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3906598.500000 Penalty: 3450.206543
	Iteration 79Q: 3 clusters Score -3906598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3906607.500000 Penalty: 3450.206543
	Iteration 80F: 3 clusters Score -3906608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3906627.000000 Penalty: 3450.206543
	Iteration 81Q: 3 clusters Score -3906627 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3906620.500000 Penalty: 3450.206543
	Iteration 82Q: 3 clusters Score -3906620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3906635.750000 Penalty: 3450.206543
	Iteration 83Q: 3 clusters Score -3906636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3906638.000000 Penalty: 3450.206543
	Iteration 84Q: 3 clusters Score -3906638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3906650.750000 Penalty: 3450.206543
	Iteration 85Q: 3 clusters Score -3906651 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3906662.750000 Penalty: 3450.206543
	Iteration 86Q: 3 clusters Score -3906663 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3906689.250000 Penalty: 3450.206543
	Iteration 87Q: 3 clusters Score -3906689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3906686.000000 Penalty: 3450.206543
	Iteration 88Q: 3 clusters Score -3906686 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3906685.750000 Penalty: 3450.206543
	Iteration 89Q: 3 clusters Score -3906686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3906699.750000 Penalty: 3450.206543
	Iteration 90Q: 3 clusters Score -3906700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3906719.750000 Penalty: 3450.206543
	Iteration 91Q: 3 clusters Score -3906720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3906717.750000 Penalty: 3450.206543
	Iteration 92Q: 3 clusters Score -3906718 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3906726.500000 Penalty: 3450.206543
	Iteration 93Q: 3 clusters Score -3906726 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3906740.750000 Penalty: 3450.206543
	Iteration 94Q: 3 clusters Score -3906741 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3906775.000000 Penalty: 3450.206543
	Iteration 95Q: 3 clusters Score -3906775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3906778.000000 Penalty: 3450.206543
	Iteration 96Q: 3 clusters Score -3906778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3906791.250000 Penalty: 3450.206543
	Iteration 97Q: 3 clusters Score -3906791 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3906798.750000 Penalty: 3450.206543
	Iteration 98Q: 3 clusters Score -3906799 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3906823.000000 Penalty: 3450.206543
	Iteration 99Q: 3 clusters Score -3906823 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3906826.750000 Penalty: 3450.206543
	Iteration 100F: 3 clusters Score -3906827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3906832.750000 Penalty: 3450.206543
	Iteration 101Q: 3 clusters Score -3906833 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -3906843.000000 Penalty: 3450.206543
	Iteration 102Q: 3 clusters Score -3906843 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3906862.500000 Penalty: 3450.206543
	Iteration 103Q: 3 clusters Score -3906862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -3906878.750000 Penalty: 3450.206543
	Iteration 104Q: 3 clusters Score -3906879 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3906884.000000 Penalty: 3450.206543
	Iteration 105Q: 3 clusters Score -3906884 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3906879.750000 Penalty: 3450.206543
	Iteration 106Q: 3 clusters Score -3906880 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -3906883.250000 Penalty: 3450.206543
	Iteration 107Q: 3 clusters Score -3906883 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3906897.000000 Penalty: 3450.206543
	Iteration 108Q: 3 clusters Score -3906897 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3906912.250000 Penalty: 3450.206543
	Iteration 109Q: 3 clusters Score -3906912 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3906924.000000 Penalty: 3450.206543
	Iteration 110Q: 3 clusters Score -3906924 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -3906935.750000 Penalty: 3450.206543
	Iteration 111Q: 3 clusters Score -3906936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3906949.000000 Penalty: 3450.206543
	Iteration 112Q: 3 clusters Score -3906949 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3906968.500000 Penalty: 3450.206543
	Iteration 113Q: 3 clusters Score -3906968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -3906988.750000 Penalty: 3450.206543
	Iteration 114Q: 3 clusters Score -3906989 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -3907026.250000 Penalty: 3450.206543
	Iteration 115Q: 3 clusters Score -3907026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3907028.000000 Penalty: 3450.206543
	Iteration 116Q: 3 clusters Score -3907028 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -3907041.750000 Penalty: 3450.206543
	Iteration 117Q: 3 clusters Score -3907042 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -3907056.000000 Penalty: 3450.206543
	Iteration 118Q: 3 clusters Score -3907056 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3907073.750000 Penalty: 3450.206543
	Iteration 119Q: 3 clusters Score -3907074 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3907087.750000 Penalty: 3450.206543
	Iteration 120F: 3 clusters Score -3907088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -3907098.750000 Penalty: 3450.206543
	Iteration 121Q: 3 clusters Score -3907099 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3907111.250000 Penalty: 3450.206543
	Iteration 122Q: 3 clusters Score -3907111 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3907121.750000 Penalty: 3450.206543
	Iteration 123Q: 3 clusters Score -3907122 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3907161.750000 Penalty: 3450.206543
	Iteration 124Q: 3 clusters Score -3907162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -3907179.750000 Penalty: 3450.206543
	Iteration 125Q: 3 clusters Score -3907180 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -3907199.500000 Penalty: 3450.206543
	Iteration 126Q: 3 clusters Score -3907200 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3907214.750000 Penalty: 3450.206543
	Iteration 127Q: 3 clusters Score -3907215 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3907226.750000 Penalty: 3450.206543
	Iteration 128Q: 3 clusters Score -3907227 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3907271.000000 Penalty: 3450.206543
	Iteration 129Q: 3 clusters Score -3907271 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -3907289.000000 Penalty: 3450.206543
	Iteration 130Q: 3 clusters Score -3907289 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -3907314.250000 Penalty: 3450.206543
	Iteration 131Q: 3 clusters Score -3907314 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3907354.250000 Penalty: 3450.206543
	Iteration 132Q: 3 clusters Score -3907354 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -3907386.500000 Penalty: 3450.206543
	Iteration 133Q: 3 clusters Score -3907386 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -3907385.250000 Penalty: 3450.206543
	Iteration 134Q: 3 clusters Score -3907385 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -3907367.000000 Penalty: 3450.206543
	Iteration 135Q: 3 clusters Score -3907367 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -3907356.000000 Penalty: 3450.206543
	Iteration 136Q: 3 clusters Score -3907356 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -3907325.250000 Penalty: 3450.206543
	Iteration 137Q: 3 clusters Score -3907325 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -3907289.000000 Penalty: 3450.206543
	Iteration 138Q: 3 clusters Score -3907289 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -3907277.500000 Penalty: 3450.206543
	Iteration 139Q: 3 clusters Score -3907278 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -3907249.750000 Penalty: 3450.206543
	Iteration 140F: 3 clusters Score -3907250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -3907233.000000 Penalty: 3450.206543
	Iteration 141Q: 3 clusters Score -3907233 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -3907185.500000 Penalty: 3450.206543
	Iteration 142Q: 3 clusters Score -3907186 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -3907134.000000 Penalty: 3450.206543
	Iteration 143Q: 3 clusters Score -3907134 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -3907094.500000 Penalty: 3450.206543
	Iteration 144Q: 3 clusters Score -3907094 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -3907095.000000 Penalty: 3450.206543
	Iteration 145Q: 3 clusters Score -3907095 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -3907068.750000 Penalty: 3450.206543
	Iteration 146Q: 3 clusters Score -3907069 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3907049.750000 Penalty: 3450.206543
	Iteration 147Q: 3 clusters Score -3907050 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -3907064.500000 Penalty: 3450.206543
	Iteration 148Q: 3 clusters Score -3907064 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -3907052.250000 Penalty: 3450.206543
	Iteration 149Q: 3 clusters Score -3907052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -3907047.000000 Penalty: 3450.206543
	Iteration 150Q: 3 clusters Score -3907047 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -3907042.500000 Penalty: 3450.206543
	Iteration 151Q: 3 clusters Score -3907042 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -3907015.000000 Penalty: 3450.206543
	Iteration 152Q: 3 clusters Score -3907015 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -3907014.000000 Penalty: 3450.206543
	Iteration 153Q: 3 clusters Score -3907014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -3907026.000000 Penalty: 3450.206543
	Iteration 154Q: 3 clusters Score -3907026 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -3907024.500000 Penalty: 3450.206543
	Iteration 155Q: 3 clusters Score -3907024 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -3907010.750000 Penalty: 3450.206543
	Iteration 156Q: 3 clusters Score -3907011 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -3907007.750000 Penalty: 3450.206543
	Iteration 157Q: 3 clusters Score -3907008 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -3907024.250000 Penalty: 3450.206543
	Iteration 158Q: 3 clusters Score -3907024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -3907014.750000 Penalty: 3450.206543
	Iteration 159Q: 3 clusters Score -3907015 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -3907031.000000 Penalty: 3450.206543
	Iteration 160F: 3 clusters Score -3907031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -3907054.750000 Penalty: 3450.206543
	Iteration 161Q: 3 clusters Score -3907055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -3907073.250000 Penalty: 3450.206543
	Iteration 162Q: 3 clusters Score -3907073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -3907068.250000 Penalty: 3450.206543
	Iteration 163Q: 3 clusters Score -3907068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -3907069.250000 Penalty: 3450.206543
	Iteration 164Q: 3 clusters Score -3907069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -3907072.750000 Penalty: 3450.206543
	Iteration 165Q: 3 clusters Score -3907073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -3907075.750000 Penalty: 3450.206543
	Iteration 166Q: 3 clusters Score -3907076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -3907074.500000 Penalty: 3450.206543
	Iteration 167Q: 3 clusters Score -3907074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3907094.250000 Penalty: 3450.206543
	Iteration 168Q: 3 clusters Score -3907094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -3907118.750000 Penalty: 3450.206543
	Iteration 169Q: 3 clusters Score -3907119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -3907138.500000 Penalty: 3450.206543
	Iteration 170Q: 3 clusters Score -3907138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -3907141.750000 Penalty: 3450.206543
	Iteration 171Q: 3 clusters Score -3907142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -3907138.000000 Penalty: 3450.206543
	Iteration 172Q: 3 clusters Score -3907138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -3907132.500000 Penalty: 3450.206543
	Iteration 173Q: 3 clusters Score -3907132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -3907145.000000 Penalty: 3450.206543
	Iteration 174Q: 3 clusters Score -3907145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -3907158.500000 Penalty: 3450.206543
	Iteration 175Q: 3 clusters Score -3907158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -3907178.500000 Penalty: 3450.206543
	Iteration 176Q: 3 clusters Score -3907178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -3907175.750000 Penalty: 3450.206543
	Iteration 177Q: 3 clusters Score -3907176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -3907181.750000 Penalty: 3450.206543
	Iteration 178Q: 3 clusters Score -3907182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -3907175.250000 Penalty: 3450.206543
	Iteration 179Q: 3 clusters Score -3907175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -3907180.250000 Penalty: 3450.206543
	Iteration 180F: 3 clusters Score -3907180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -3907184.750000 Penalty: 3450.206543
	Iteration 181Q: 3 clusters Score -3907185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -3907185.000000 Penalty: 3450.206543
	Iteration 182Q: 3 clusters Score -3907185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -3907192.750000 Penalty: 3450.206543
	Iteration 183Q: 3 clusters Score -3907193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -3907200.750000 Penalty: 3450.206543
	Iteration 184Q: 3 clusters Score -3907201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -3907208.000000 Penalty: 3450.206543
	Iteration 185Q: 3 clusters Score -3907208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -3907214.000000 Penalty: 3450.206543
	Iteration 186Q: 3 clusters Score -3907214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -3907214.750000 Penalty: 3450.206543
	Iteration 187Q: 3 clusters Score -3907215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -3907217.000000 Penalty: 3450.206543
	Iteration 188Q: 3 clusters Score -3907217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -3907227.250000 Penalty: 3450.206543
	Iteration 189Q: 3 clusters Score -3907227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -3907234.000000 Penalty: 3450.206543
	Iteration 190Q: 3 clusters Score -3907234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -3907232.250000 Penalty: 3450.206543
	Iteration 191Q: 3 clusters Score -3907232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -3907233.000000 Penalty: 3450.206543
	Iteration 192Q: 3 clusters Score -3907233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -3907234.750000 Penalty: 3450.206543
	Iteration 193Q: 3 clusters Score -3907235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -3907234.750000 Penalty: 3450.206543
	Iteration 194F: 3 clusters Score -3907235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -138690.656250 Penalty: 1193.726685
	Iteration 0F: 2 clusters Score -138690.7 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 787 members 
Entering Unmasked Estep 
Score: -136879.406250 Penalty: 2387.453369
	Iteration 0F: 3 clusters Score -136879.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -137221.562500 Penalty: 2387.453369
	Iteration 1F: 3 clusters Score -137221.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -137341.937500 Penalty: 2387.453369
	Iteration 2F: 3 clusters Score -137341.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -137452.109375 Penalty: 2387.453369
	Iteration 3F: 3 clusters Score -137452.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137512.984375 Penalty: 2387.453369
	Iteration 4Q: 3 clusters Score -137513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -137545.515625 Penalty: 2387.453369
	Iteration 5Q: 3 clusters Score -137545.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -137571.984375 Penalty: 2387.453369
	Iteration 6Q: 3 clusters Score -137572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -137598.015625 Penalty: 2387.453369
	Iteration 7Q: 3 clusters Score -137598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137627.265625 Penalty: 2387.453369
	Iteration 8Q: 3 clusters Score -137627.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137647.515625 Penalty: 2387.453369
	Iteration 9Q: 3 clusters Score -137647.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -137665.609375 Penalty: 2387.453369
	Iteration 10Q: 3 clusters Score -137665.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -137689.171875 Penalty: 2387.453369
	Iteration 11Q: 3 clusters Score -137689.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137719.875000 Penalty: 2387.453369
	Iteration 12Q: 3 clusters Score -137719.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -137746.359375 Penalty: 2387.453369
	Iteration 13Q: 3 clusters Score -137746.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137762.312500 Penalty: 2387.453369
	Iteration 14Q: 3 clusters Score -137762.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137771.781250 Penalty: 2387.453369
	Iteration 15Q: 3 clusters Score -137771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137785.453125 Penalty: 2387.453369
	Iteration 16Q: 3 clusters Score -137785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -137793.437500 Penalty: 2387.453369
	Iteration 17Q: 3 clusters Score -137793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -137803.328125 Penalty: 2387.453369
	Iteration 18Q: 3 clusters Score -137803.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -137805.906250 Penalty: 2387.453369
	Iteration 19Q: 3 clusters Score -137805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -137808.234375 Penalty: 2387.453369
	Iteration 20F: 3 clusters Score -137808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -137809.453125 Penalty: 2387.453369
	Iteration 21Q: 3 clusters Score -137809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137811.062500 Penalty: 2387.453369
	Iteration 22Q: 3 clusters Score -137811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137813.750000 Penalty: 2387.453369
	Iteration 23Q: 3 clusters Score -137813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137817.375000 Penalty: 2387.453369
	Iteration 24Q: 3 clusters Score -137817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -137821.640625 Penalty: 2387.453369
	Iteration 25Q: 3 clusters Score -137821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -137826.937500 Penalty: 2387.453369
	Iteration 26Q: 3 clusters Score -137826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -137829.750000 Penalty: 2387.453369
	Iteration 27Q: 3 clusters Score -137829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137833.531250 Penalty: 2387.453369
	Iteration 28Q: 3 clusters Score -137833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -137836.265625 Penalty: 2387.453369
	Iteration 29Q: 3 clusters Score -137836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -137838.281250 Penalty: 2387.453369
	Iteration 30Q: 3 clusters Score -137838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -137839.000000 Penalty: 2387.453369
	Iteration 31Q: 3 clusters Score -137839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -137839.000000 Penalty: 2387.453369
	Iteration 32F: 3 clusters Score -137839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Entering Unmasked Estep 
Score: -3115014.000000 Penalty: 1684.412720
	Iteration 0F: 2 clusters Score -3115014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3095309.000000 Penalty: 3368.825439
	Iteration 0F: 3 clusters Score -3095309 nChanged 14691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3103356.000000 Penalty: 3368.825439
	Iteration 1F: 3 clusters Score -3103356 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3103659.750000 Penalty: 3368.825439
	Iteration 2Q: 3 clusters Score -3103660 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3103964.750000 Penalty: 3368.825439
	Iteration 3Q: 3 clusters Score -3103965 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3104169.000000 Penalty: 3368.825439
	Iteration 4Q: 3 clusters Score -3104169 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3104367.250000 Penalty: 3368.825439
	Iteration 5Q: 3 clusters Score -3104367 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3104532.500000 Penalty: 3368.825439
	Iteration 6Q: 3 clusters Score -3104532 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3104700.500000 Penalty: 3368.825439
	Iteration 7Q: 3 clusters Score -3104700 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3104935.750000 Penalty: 3368.825439
	Iteration 8Q: 3 clusters Score -3104936 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3105224.250000 Penalty: 3368.825439
	Iteration 9Q: 3 clusters Score -3105224 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3105594.500000 Penalty: 3368.825439
	Iteration 10Q: 3 clusters Score -3105594 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3106070.250000 Penalty: 3368.825439
	Iteration 11Q: 3 clusters Score -3106070 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3106803.000000 Penalty: 3368.825439
	Iteration 12Q: 3 clusters Score -3106803 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3107746.750000 Penalty: 3368.825439
	Iteration 13F: 3 clusters Score -3107747 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3108784.250000 Penalty: 3368.825439
	Iteration 14F: 3 clusters Score -3108784 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3109828.000000 Penalty: 3368.825439
	Iteration 15Q: 3 clusters Score -3109828 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3110533.250000 Penalty: 3368.825439
	Iteration 16Q: 3 clusters Score -3110533 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3110999.750000 Penalty: 3368.825439
	Iteration 17Q: 3 clusters Score -3111000 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3111254.250000 Penalty: 3368.825439
	Iteration 18Q: 3 clusters Score -3111254 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3111446.750000 Penalty: 3368.825439
	Iteration 19Q: 3 clusters Score -3111447 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3111592.500000 Penalty: 3368.825439
	Iteration 20F: 3 clusters Score -3111592 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3111664.250000 Penalty: 3368.825439
	Iteration 21Q: 3 clusters Score -3111664 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3111700.000000 Penalty: 3368.825439
	Iteration 22Q: 3 clusters Score -3111700 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3111791.500000 Penalty: 3368.825439
	Iteration 23Q: 3 clusters Score -3111792 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3111853.500000 Penalty: 3368.825439
	Iteration 24Q: 3 clusters Score -3111854 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3111939.500000 Penalty: 3368.825439
	Iteration 25Q: 3 clusters Score -3111940 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3112042.750000 Penalty: 3368.825439
	Iteration 26Q: 3 clusters Score -3112043 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3112156.250000 Penalty: 3368.825439
	Iteration 27Q: 3 clusters Score -3112156 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3112310.500000 Penalty: 3368.825439
	Iteration 28Q: 3 clusters Score -3112310 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3112461.750000 Penalty: 3368.825439
	Iteration 29Q: 3 clusters Score -3112462 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3112604.500000 Penalty: 3368.825439
	Iteration 30Q: 3 clusters Score -3112604 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3112743.250000 Penalty: 3368.825439
	Iteration 31Q: 3 clusters Score -3112743 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3112844.750000 Penalty: 3368.825439
	Iteration 32Q: 3 clusters Score -3112845 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3112946.250000 Penalty: 3368.825439
	Iteration 33Q: 3 clusters Score -3112946 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3113004.750000 Penalty: 3368.825439
	Iteration 34Q: 3 clusters Score -3113005 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3113051.250000 Penalty: 3368.825439
	Iteration 35Q: 3 clusters Score -3113051 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3113078.750000 Penalty: 3368.825439
	Iteration 36Q: 3 clusters Score -3113079 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3113081.250000 Penalty: 3368.825439
	Iteration 37Q: 3 clusters Score -3113081 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3113092.250000 Penalty: 3368.825439
	Iteration 38Q: 3 clusters Score -3113092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3113101.750000 Penalty: 3368.825439
	Iteration 39Q: 3 clusters Score -3113102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3113298.500000 Penalty: 3368.825439
	Iteration 40F: 3 clusters Score -3113298 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3113477.750000 Penalty: 3368.825439
	Iteration 41Q: 3 clusters Score -3113478 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3113609.500000 Penalty: 3368.825439
	Iteration 42Q: 3 clusters Score -3113610 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3113709.750000 Penalty: 3368.825439
	Iteration 43Q: 3 clusters Score -3113710 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3113761.750000 Penalty: 3368.825439
	Iteration 44Q: 3 clusters Score -3113762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3113806.000000 Penalty: 3368.825439
	Iteration 45Q: 3 clusters Score -3113806 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3113828.500000 Penalty: 3368.825439
	Iteration 46Q: 3 clusters Score -3113828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3113836.500000 Penalty: 3368.825439
	Iteration 47Q: 3 clusters Score -3113836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3113831.750000 Penalty: 3368.825439
	Iteration 48Q: 3 clusters Score -3113832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3113836.250000 Penalty: 3368.825439
	Iteration 49Q: 3 clusters Score -3113836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3113841.500000 Penalty: 3368.825439
	Iteration 50Q: 3 clusters Score -3113842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3113848.500000 Penalty: 3368.825439
	Iteration 51Q: 3 clusters Score -3113848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3113842.250000 Penalty: 3368.825439
	Iteration 52Q: 3 clusters Score -3113842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3113836.500000 Penalty: 3368.825439
	Iteration 53Q: 3 clusters Score -3113836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3113830.500000 Penalty: 3368.825439
	Iteration 54Q: 3 clusters Score -3113830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3113834.750000 Penalty: 3368.825439
	Iteration 55Q: 3 clusters Score -3113835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3113839.000000 Penalty: 3368.825439
	Iteration 56Q: 3 clusters Score -3113839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3113839.000000 Penalty: 3368.825439
	Iteration 57Q: 3 clusters Score -3113839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3113840.500000 Penalty: 3368.825439
	Iteration 58Q: 3 clusters Score -3113840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3113835.250000 Penalty: 3368.825439
	Iteration 59Q: 3 clusters Score -3113835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3113839.250000 Penalty: 3368.825439
	Iteration 60F: 3 clusters Score -3113839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3113839.500000 Penalty: 3368.825439
	Iteration 61Q: 3 clusters Score -3113840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3113839.500000 Penalty: 3368.825439
	Iteration 62Q: 3 clusters Score -3113840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3113838.000000 Penalty: 3368.825439
	Iteration 63Q: 3 clusters Score -3113838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3113832.000000 Penalty: 3368.825439
	Iteration 64Q: 3 clusters Score -3113832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3113832.000000 Penalty: 3368.825439
	Iteration 65F: 3 clusters Score -3113832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -171000.000000 Penalty: 1226.554688
	Iteration 0F: 2 clusters Score -171000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -168962.359375 Penalty: 2453.109375
	Iteration 0F: 3 clusters Score -168962.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -169401.859375 Penalty: 2453.109375
	Iteration 1F: 3 clusters Score -169401.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -169600.750000 Penalty: 2453.109375
	Iteration 2F: 3 clusters Score -169600.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -169866.515625 Penalty: 2453.109375
	Iteration 3F: 3 clusters Score -169866.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -170185.078125 Penalty: 2453.109375
	Iteration 4F: 3 clusters Score -170185.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -170501.171875 Penalty: 2453.109375
	Iteration 5F: 3 clusters Score -170501.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -170708.765625 Penalty: 2453.109375
	Iteration 6F: 3 clusters Score -170708.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -170851.375000 Penalty: 2453.109375
	Iteration 7Q: 3 clusters Score -170851.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -170950.156250 Penalty: 2453.109375
	Iteration 8Q: 3 clusters Score -170950.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -171038.625000 Penalty: 2453.109375
	Iteration 9Q: 3 clusters Score -171038.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171135.796875 Penalty: 2453.109375
	Iteration 10Q: 3 clusters Score -171135.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171182.328125 Penalty: 2453.109375
	Iteration 11Q: 3 clusters Score -171182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -171188.968750 Penalty: 2453.109375
	Iteration 12Q: 3 clusters Score -171189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171190.484375 Penalty: 2453.109375
	Iteration 13Q: 3 clusters Score -171190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171190.484375 Penalty: 2453.109375
	Iteration 14F: 3 clusters Score -171190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6655 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35538 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23529 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31749 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 5454 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 12469 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38917 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20516 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30215 members 
Mstep: Class 37 contains 21942 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29128 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31423 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 7414 members 
Mstep: Class 46 contains 815 members 
Entering Unmasked Estep 
Score: -49778080.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49778860.000000 to -49778080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -511752.468750 Penalty: 1415.127075
	Iteration 0F: 2 clusters Score -511752.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -507073.000000 Penalty: 2830.254150
	Iteration 0F: 3 clusters Score -507073 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -508355.000000 Penalty: 2830.254150
	Iteration 1F: 3 clusters Score -508355 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -508691.343750 Penalty: 2830.254150
	Iteration 2F: 3 clusters Score -508691.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -508977.562500 Penalty: 2830.254150
	Iteration 3F: 3 clusters Score -508977.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -509215.687500 Penalty: 2830.254150
	Iteration 4F: 3 clusters Score -509215.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -509383.531250 Penalty: 2830.254150
	Iteration 5F: 3 clusters Score -509383.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -509497.625000 Penalty: 2830.254150
	Iteration 6Q: 3 clusters Score -509497.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -509585.468750 Penalty: 2830.254150
	Iteration 7Q: 3 clusters Score -509585.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -509673.156250 Penalty: 2830.254150
	Iteration 8Q: 3 clusters Score -509673.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -509755.125000 Penalty: 2830.254150
	Iteration 9Q: 3 clusters Score -509755.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -509845.375000 Penalty: 2830.254150
	Iteration 10Q: 3 clusters Score -509845.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -509924.468750 Penalty: 2830.254150
	Iteration 11Q: 3 clusters Score -509924.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -510008.687500 Penalty: 2830.254150
	Iteration 12Q: 3 clusters Score -510008.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -510098.781250 Penalty: 2830.254150
	Iteration 13Q: 3 clusters Score -510098.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -510190.031250 Penalty: 2830.254150
	Iteration 14Q: 3 clusters Score -510190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -510274.000000 Penalty: 2830.254150
	Iteration 15Q: 3 clusters Score -510274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -510361.968750 Penalty: 2830.254150
	Iteration 16Q: 3 clusters Score -510362 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -510443.187500 Penalty: 2830.254150
	Iteration 17Q: 3 clusters Score -510443.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -510496.687500 Penalty: 2830.254150
	Iteration 18Q: 3 clusters Score -510496.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -510559.062500 Penalty: 2830.254150
	Iteration 19Q: 3 clusters Score -510559.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -510622.718750 Penalty: 2830.254150
	Iteration 20F: 3 clusters Score -510622.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -510677.312500 Penalty: 2830.254150
	Iteration 21Q: 3 clusters Score -510677.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -510726.406250 Penalty: 2830.254150
	Iteration 22Q: 3 clusters Score -510726.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -510760.843750 Penalty: 2830.254150
	Iteration 23Q: 3 clusters Score -510760.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -510793.656250 Penalty: 2830.254150
	Iteration 24Q: 3 clusters Score -510793.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -510825.687500 Penalty: 2830.254150
	Iteration 25Q: 3 clusters Score -510825.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -510856.062500 Penalty: 2830.254150
	Iteration 26Q: 3 clusters Score -510856.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -510887.468750 Penalty: 2830.254150
	Iteration 27Q: 3 clusters Score -510887.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -510921.687500 Penalty: 2830.254150
	Iteration 28Q: 3 clusters Score -510921.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -510953.156250 Penalty: 2830.254150
	Iteration 29Q: 3 clusters Score -510953.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -510973.093750 Penalty: 2830.254150
	Iteration 30Q: 3 clusters Score -510973.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -510991.843750 Penalty: 2830.254150
	Iteration 31Q: 3 clusters Score -510991.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -511005.500000 Penalty: 2830.254150
	Iteration 32Q: 3 clusters Score -511005.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -511018.437500 Penalty: 2830.254150
	Iteration 33Q: 3 clusters Score -511018.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -511030.031250 Penalty: 2830.254150
	Iteration 34Q: 3 clusters Score -511030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -511041.343750 Penalty: 2830.254150
	Iteration 35Q: 3 clusters Score -511041.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -511052.437500 Penalty: 2830.254150
	Iteration 36Q: 3 clusters Score -511052.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -511063.875000 Penalty: 2830.254150
	Iteration 37Q: 3 clusters Score -511063.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -511069.937500 Penalty: 2830.254150
	Iteration 38Q: 3 clusters Score -511069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -511075.562500 Penalty: 2830.254150
	Iteration 39Q: 3 clusters Score -511075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -511083.343750 Penalty: 2830.254150
	Iteration 40F: 3 clusters Score -511083.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -511092.062500 Penalty: 2830.254150
	Iteration 41Q: 3 clusters Score -511092.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -511103.156250 Penalty: 2830.254150
	Iteration 42Q: 3 clusters Score -511103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -511113.187500 Penalty: 2830.254150
	Iteration 43Q: 3 clusters Score -511113.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -511119.687500 Penalty: 2830.254150
	Iteration 44Q: 3 clusters Score -511119.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -511125.218750 Penalty: 2830.254150
	Iteration 45Q: 3 clusters Score -511125.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -511129.531250 Penalty: 2830.254150
	Iteration 46Q: 3 clusters Score -511129.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -511132.750000 Penalty: 2830.254150
	Iteration 47Q: 3 clusters Score -511132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -511136.656250 Penalty: 2830.254150
	Iteration 48Q: 3 clusters Score -511136.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -511138.437500 Penalty: 2830.254150
	Iteration 49Q: 3 clusters Score -511138.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -511141.843750 Penalty: 2830.254150
	Iteration 50Q: 3 clusters Score -511141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -511143.906250 Penalty: 2830.254150
	Iteration 51Q: 3 clusters Score -511143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -511146.312500 Penalty: 2830.254150
	Iteration 52Q: 3 clusters Score -511146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -511148.312500 Penalty: 2830.254150
	Iteration 53Q: 3 clusters Score -511148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -511148.656250 Penalty: 2830.254150
	Iteration 54Q: 3 clusters Score -511148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -511149.781250 Penalty: 2830.254150
	Iteration 55Q: 3 clusters Score -511149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -511151.375000 Penalty: 2830.254150
	Iteration 56Q: 3 clusters Score -511151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -511152.375000 Penalty: 2830.254150
	Iteration 57Q: 3 clusters Score -511152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -511153.500000 Penalty: 2830.254150
	Iteration 58Q: 3 clusters Score -511153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -511154.562500 Penalty: 2830.254150
	Iteration 59Q: 3 clusters Score -511154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -511156.281250 Penalty: 2830.254150
	Iteration 60F: 3 clusters Score -511156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -511158.437500 Penalty: 2830.254150
	Iteration 61Q: 3 clusters Score -511158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -511160.031250 Penalty: 2830.254150
	Iteration 62Q: 3 clusters Score -511160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -511160.031250 Penalty: 2830.254150
	Iteration 63F: 3 clusters Score -511160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -508231.937500 Penalty: 1398.167114
	Iteration 0F: 2 clusters Score -508231.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -503954.843750 Penalty: 2796.334229
	Iteration 0F: 3 clusters Score -503954.8 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -505249.406250 Penalty: 2796.334229
	Iteration 1F: 3 clusters Score -505249.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -505466.500000 Penalty: 2796.334229
	Iteration 2F: 3 clusters Score -505466.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -505651.781250 Penalty: 2796.334229
	Iteration 3F: 3 clusters Score -505651.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -505817.906250 Penalty: 2796.334229
	Iteration 4F: 3 clusters Score -505817.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -505948.156250 Penalty: 2796.334229
	Iteration 5Q: 3 clusters Score -505948.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -506080.312500 Penalty: 2796.334229
	Iteration 6Q: 3 clusters Score -506080.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -506198.875000 Penalty: 2796.334229
	Iteration 7Q: 3 clusters Score -506198.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -506311.000000 Penalty: 2796.334229
	Iteration 8Q: 3 clusters Score -506311 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -506418.281250 Penalty: 2796.334229
	Iteration 9Q: 3 clusters Score -506418.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -506508.281250 Penalty: 2796.334229
	Iteration 10Q: 3 clusters Score -506508.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -506591.781250 Penalty: 2796.334229
	Iteration 11Q: 3 clusters Score -506591.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -506680.062500 Penalty: 2796.334229
	Iteration 12Q: 3 clusters Score -506680.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -506772.812500 Penalty: 2796.334229
	Iteration 13Q: 3 clusters Score -506772.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -506881.125000 Penalty: 2796.334229
	Iteration 14Q: 3 clusters Score -506881.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -506973.156250 Penalty: 2796.334229
	Iteration 15Q: 3 clusters Score -506973.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -507053.531250 Penalty: 2796.334229
	Iteration 16Q: 3 clusters Score -507053.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -507108.625000 Penalty: 2796.334229
	Iteration 17Q: 3 clusters Score -507108.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -507136.218750 Penalty: 2796.334229
	Iteration 18Q: 3 clusters Score -507136.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -507157.812500 Penalty: 2796.334229
	Iteration 19Q: 3 clusters Score -507157.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -507172.687500 Penalty: 2796.334229
	Iteration 20F: 3 clusters Score -507172.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -507186.562500 Penalty: 2796.334229
	Iteration 21Q: 3 clusters Score -507186.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -507202.281250 Penalty: 2796.334229
	Iteration 22Q: 3 clusters Score -507202.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -507218.031250 Penalty: 2796.334229
	Iteration 23Q: 3 clusters Score -507218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -507235.031250 Penalty: 2796.334229
	Iteration 24Q: 3 clusters Score -507235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -507245.281250 Penalty: 2796.334229
	Iteration 25Q: 3 clusters Score -507245.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -507252.906250 Penalty: 2796.334229
	Iteration 26Q: 3 clusters Score -507252.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -507257.937500 Penalty: 2796.334229
	Iteration 27Q: 3 clusters Score -507257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -507262.312500 Penalty: 2796.334229
	Iteration 28Q: 3 clusters Score -507262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -507263.656250 Penalty: 2796.334229
	Iteration 29Q: 3 clusters Score -507263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -507265.218750 Penalty: 2796.334229
	Iteration 30Q: 3 clusters Score -507265.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -507270.562500 Penalty: 2796.334229
	Iteration 31Q: 3 clusters Score -507270.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -507274.406250 Penalty: 2796.334229
	Iteration 32Q: 3 clusters Score -507274.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -507278.468750 Penalty: 2796.334229
	Iteration 33Q: 3 clusters Score -507278.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -507281.343750 Penalty: 2796.334229
	Iteration 34Q: 3 clusters Score -507281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -507283.718750 Penalty: 2796.334229
	Iteration 35Q: 3 clusters Score -507283.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -507284.781250 Penalty: 2796.334229
	Iteration 36Q: 3 clusters Score -507284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -507285.812500 Penalty: 2796.334229
	Iteration 37Q: 3 clusters Score -507285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -507285.687500 Penalty: 2796.334229
	Iteration 38Q: 3 clusters Score -507285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -507286.843750 Penalty: 2796.334229
	Iteration 39Q: 3 clusters Score -507286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -507287.687500 Penalty: 2796.334229
	Iteration 40F: 3 clusters Score -507287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -438354.968750 Penalty: 1379.896484
	Iteration 0F: 2 clusters Score -438355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -434505.406250 Penalty: 2759.792969
	Iteration 0F: 3 clusters Score -434505.4 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -435603.812500 Penalty: 2759.792969
	Iteration 1F: 3 clusters Score -435603.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -435820.750000 Penalty: 2759.792969
	Iteration 2F: 3 clusters Score -435820.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -436043.093750 Penalty: 2759.792969
	Iteration 3F: 3 clusters Score -436043.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -436271.781250 Penalty: 2759.792969
	Iteration 4F: 3 clusters Score -436271.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -436485.500000 Penalty: 2759.792969
	Iteration 5F: 3 clusters Score -436485.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -436694.531250 Penalty: 2759.792969
	Iteration 6F: 3 clusters Score -436694.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -436864.031250 Penalty: 2759.792969
	Iteration 7Q: 3 clusters Score -436864 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -436989.156250 Penalty: 2759.792969
	Iteration 8Q: 3 clusters Score -436989.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -437080.875000 Penalty: 2759.792969
	Iteration 9Q: 3 clusters Score -437080.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -437152.875000 Penalty: 2759.792969
	Iteration 10Q: 3 clusters Score -437152.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -437199.187500 Penalty: 2759.792969
	Iteration 11Q: 3 clusters Score -437199.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -437240.937500 Penalty: 2759.792969
	Iteration 12Q: 3 clusters Score -437240.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -437272.906250 Penalty: 2759.792969
	Iteration 13Q: 3 clusters Score -437272.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -437306.125000 Penalty: 2759.792969
	Iteration 14Q: 3 clusters Score -437306.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -437336.906250 Penalty: 2759.792969
	Iteration 15Q: 3 clusters Score -437336.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -437355.250000 Penalty: 2759.792969
	Iteration 16Q: 3 clusters Score -437355.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -437377.375000 Penalty: 2759.792969
	Iteration 17Q: 3 clusters Score -437377.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -437394.906250 Penalty: 2759.792969
	Iteration 18Q: 3 clusters Score -437394.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -437415.093750 Penalty: 2759.792969
	Iteration 19Q: 3 clusters Score -437415.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -437431.750000 Penalty: 2759.792969
	Iteration 20F: 3 clusters Score -437431.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -437440.281250 Penalty: 2759.792969
	Iteration 21Q: 3 clusters Score -437440.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -437445.500000 Penalty: 2759.792969
	Iteration 22Q: 3 clusters Score -437445.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -437450.000000 Penalty: 2759.792969
	Iteration 23Q: 3 clusters Score -437450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -437455.218750 Penalty: 2759.792969
	Iteration 24Q: 3 clusters Score -437455.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -437459.687500 Penalty: 2759.792969
	Iteration 25Q: 3 clusters Score -437459.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -437464.781250 Penalty: 2759.792969
	Iteration 26Q: 3 clusters Score -437464.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -437469.718750 Penalty: 2759.792969
	Iteration 27Q: 3 clusters Score -437469.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -437477.531250 Penalty: 2759.792969
	Iteration 28Q: 3 clusters Score -437477.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -437484.750000 Penalty: 2759.792969
	Iteration 29Q: 3 clusters Score -437484.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -437490.562500 Penalty: 2759.792969
	Iteration 30Q: 3 clusters Score -437490.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -437496.687500 Penalty: 2759.792969
	Iteration 31Q: 3 clusters Score -437496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -437500.968750 Penalty: 2759.792969
	Iteration 32Q: 3 clusters Score -437501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -437507.125000 Penalty: 2759.792969
	Iteration 33Q: 3 clusters Score -437507.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -437514.218750 Penalty: 2759.792969
	Iteration 34Q: 3 clusters Score -437514.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -437519.531250 Penalty: 2759.792969
	Iteration 35Q: 3 clusters Score -437519.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -437526.156250 Penalty: 2759.792969
	Iteration 36Q: 3 clusters Score -437526.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -437530.437500 Penalty: 2759.792969
	Iteration 37Q: 3 clusters Score -437530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -437532.250000 Penalty: 2759.792969
	Iteration 38Q: 3 clusters Score -437532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -437534.593750 Penalty: 2759.792969
	Iteration 39Q: 3 clusters Score -437534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -437538.750000 Penalty: 2759.792969
	Iteration 40F: 3 clusters Score -437538.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -437544.968750 Penalty: 2759.792969
	Iteration 41Q: 3 clusters Score -437545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -437547.812500 Penalty: 2759.792969
	Iteration 42Q: 3 clusters Score -437547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -437551.406250 Penalty: 2759.792969
	Iteration 43Q: 3 clusters Score -437551.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -437554.375000 Penalty: 2759.792969
	Iteration 44Q: 3 clusters Score -437554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -437557.000000 Penalty: 2759.792969
	Iteration 45Q: 3 clusters Score -437557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -437558.281250 Penalty: 2759.792969
	Iteration 46Q: 3 clusters Score -437558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -437560.125000 Penalty: 2759.792969
	Iteration 47Q: 3 clusters Score -437560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -437561.187500 Penalty: 2759.792969
	Iteration 48Q: 3 clusters Score -437561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -437562.437500 Penalty: 2759.792969
	Iteration 49Q: 3 clusters Score -437562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -437562.687500 Penalty: 2759.792969
	Iteration 50Q: 3 clusters Score -437562.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -437564.125000 Penalty: 2759.792969
	Iteration 51Q: 3 clusters Score -437564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -437565.750000 Penalty: 2759.792969
	Iteration 52Q: 3 clusters Score -437565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -437567.281250 Penalty: 2759.792969
	Iteration 53Q: 3 clusters Score -437567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -437567.906250 Penalty: 2759.792969
	Iteration 54Q: 3 clusters Score -437567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -437568.812500 Penalty: 2759.792969
	Iteration 55Q: 3 clusters Score -437568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -437568.812500 Penalty: 2759.792969
	Iteration 56F: 3 clusters Score -437568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -602528.250000 Penalty: 1428.690552
	Iteration 0F: 2 clusters Score -602528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -597569.875000 Penalty: 2857.381104
	Iteration 0F: 3 clusters Score -597569.9 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -599031.500000 Penalty: 2857.381104
	Iteration 1F: 3 clusters Score -599031.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -599261.812500 Penalty: 2857.381104
	Iteration 2F: 3 clusters Score -599261.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -599422.812500 Penalty: 2857.381104
	Iteration 3F: 3 clusters Score -599422.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -599539.625000 Penalty: 2857.381104
	Iteration 4Q: 3 clusters Score -599539.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -599624.625000 Penalty: 2857.381104
	Iteration 5Q: 3 clusters Score -599624.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -599707.812500 Penalty: 2857.381104
	Iteration 6Q: 3 clusters Score -599707.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -599791.625000 Penalty: 2857.381104
	Iteration 7Q: 3 clusters Score -599791.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -599873.812500 Penalty: 2857.381104
	Iteration 8Q: 3 clusters Score -599873.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -599963.312500 Penalty: 2857.381104
	Iteration 9Q: 3 clusters Score -599963.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -600070.937500 Penalty: 2857.381104
	Iteration 10Q: 3 clusters Score -600070.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -600198.250000 Penalty: 2857.381104
	Iteration 11Q: 3 clusters Score -600198.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -600337.562500 Penalty: 2857.381104
	Iteration 12Q: 3 clusters Score -600337.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -600477.250000 Penalty: 2857.381104
	Iteration 13Q: 3 clusters Score -600477.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -600622.062500 Penalty: 2857.381104
	Iteration 14Q: 3 clusters Score -600622.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -600743.062500 Penalty: 2857.381104
	Iteration 15Q: 3 clusters Score -600743.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -600882.062500 Penalty: 2857.381104
	Iteration 16Q: 3 clusters Score -600882.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -601033.687500 Penalty: 2857.381104
	Iteration 17Q: 3 clusters Score -601033.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -601188.250000 Penalty: 2857.381104
	Iteration 18Q: 3 clusters Score -601188.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -601319.937500 Penalty: 2857.381104
	Iteration 19Q: 3 clusters Score -601319.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -601465.437500 Penalty: 2857.381104
	Iteration 20F: 3 clusters Score -601465.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -601604.375000 Penalty: 2857.381104
	Iteration 21Q: 3 clusters Score -601604.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -601715.375000 Penalty: 2857.381104
	Iteration 22Q: 3 clusters Score -601715.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -601808.937500 Penalty: 2857.381104
	Iteration 23Q: 3 clusters Score -601808.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -601869.312500 Penalty: 2857.381104
	Iteration 24Q: 3 clusters Score -601869.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -601907.437500 Penalty: 2857.381104
	Iteration 25Q: 3 clusters Score -601907.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -601923.375000 Penalty: 2857.381104
	Iteration 26Q: 3 clusters Score -601923.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -601939.375000 Penalty: 2857.381104
	Iteration 27Q: 3 clusters Score -601939.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -601947.937500 Penalty: 2857.381104
	Iteration 28Q: 3 clusters Score -601947.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -601956.187500 Penalty: 2857.381104
	Iteration 29Q: 3 clusters Score -601956.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -601963.000000 Penalty: 2857.381104
	Iteration 30Q: 3 clusters Score -601963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -601965.375000 Penalty: 2857.381104
	Iteration 31Q: 3 clusters Score -601965.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -601970.875000 Penalty: 2857.381104
	Iteration 32Q: 3 clusters Score -601970.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -601978.250000 Penalty: 2857.381104
	Iteration 33Q: 3 clusters Score -601978.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -601979.437500 Penalty: 2857.381104
	Iteration 34Q: 3 clusters Score -601979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -601980.750000 Penalty: 2857.381104
	Iteration 35Q: 3 clusters Score -601980.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -601981.937500 Penalty: 2857.381104
	Iteration 36Q: 3 clusters Score -601981.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -601984.187500 Penalty: 2857.381104
	Iteration 37Q: 3 clusters Score -601984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -601984.937500 Penalty: 2857.381104
	Iteration 38Q: 3 clusters Score -601984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -601985.062500 Penalty: 2857.381104
	Iteration 39Q: 3 clusters Score -601985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -601985.812500 Penalty: 2857.381104
	Iteration 40F: 3 clusters Score -601985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -601986.062500 Penalty: 2857.381104
	Iteration 41Q: 3 clusters Score -601986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -601985.812500 Penalty: 2857.381104
	Iteration 42Q: 3 clusters Score -601985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -601985.812500 Penalty: 2857.381104
	Iteration 43F: 3 clusters Score -601985.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Entering Unmasked Estep 
Score: -1209628.125000 Penalty: 1532.537598
	Iteration 0F: 2 clusters Score -1209628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1200871.375000 Penalty: 3065.075195
	Iteration 0F: 3 clusters Score -1200871 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1203711.750000 Penalty: 3065.075195
	Iteration 1F: 3 clusters Score -1203712 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1203948.500000 Penalty: 3065.075195
	Iteration 2F: 3 clusters Score -1203948 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1204146.500000 Penalty: 3065.075195
	Iteration 3Q: 3 clusters Score -1204146 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1204353.500000 Penalty: 3065.075195
	Iteration 4Q: 3 clusters Score -1204354 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1204577.375000 Penalty: 3065.075195
	Iteration 5Q: 3 clusters Score -1204577 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1204835.125000 Penalty: 3065.075195
	Iteration 6Q: 3 clusters Score -1204835 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1205176.125000 Penalty: 3065.075195
	Iteration 7Q: 3 clusters Score -1205176 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1205646.500000 Penalty: 3065.075195
	Iteration 8F: 3 clusters Score -1205646 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1206258.875000 Penalty: 3065.075195
	Iteration 9F: 3 clusters Score -1206259 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1206904.250000 Penalty: 3065.075195
	Iteration 10F: 3 clusters Score -1206904 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1207416.000000 Penalty: 3065.075195
	Iteration 11Q: 3 clusters Score -1207416 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1207805.500000 Penalty: 3065.075195
	Iteration 12Q: 3 clusters Score -1207806 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1208010.125000 Penalty: 3065.075195
	Iteration 13Q: 3 clusters Score -1208010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1208127.000000 Penalty: 3065.075195
	Iteration 14Q: 3 clusters Score -1208127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1208184.750000 Penalty: 3065.075195
	Iteration 15Q: 3 clusters Score -1208185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1208215.125000 Penalty: 3065.075195
	Iteration 16Q: 3 clusters Score -1208215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1208235.500000 Penalty: 3065.075195
	Iteration 17Q: 3 clusters Score -1208236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1208246.750000 Penalty: 3065.075195
	Iteration 18Q: 3 clusters Score -1208247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1208262.875000 Penalty: 3065.075195
	Iteration 19Q: 3 clusters Score -1208263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1208269.125000 Penalty: 3065.075195
	Iteration 20F: 3 clusters Score -1208269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1208270.000000 Penalty: 3065.075195
	Iteration 21Q: 3 clusters Score -1208270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1208271.875000 Penalty: 3065.075195
	Iteration 22Q: 3 clusters Score -1208272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1208271.875000 Penalty: 3065.075195
	Iteration 23F: 3 clusters Score -1208272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -112204.117188 Penalty: 1164.518188
	Iteration 0F: 2 clusters Score -112204.1 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 615 members 
Entering Unmasked Estep 
Score: -110540.023438 Penalty: 2329.036377
	Iteration 0F: 3 clusters Score -110540 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110834.179688 Penalty: 2329.036377
	Iteration 1F: 3 clusters Score -110834.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110931.000000 Penalty: 2329.036377
	Iteration 2F: 3 clusters Score -110931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110989.914062 Penalty: 2329.036377
	Iteration 3Q: 3 clusters Score -110989.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111030.820312 Penalty: 2329.036377
	Iteration 4Q: 3 clusters Score -111030.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111053.750000 Penalty: 2329.036377
	Iteration 5Q: 3 clusters Score -111053.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -111064.312500 Penalty: 2329.036377
	Iteration 6Q: 3 clusters Score -111064.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111069.367188 Penalty: 2329.036377
	Iteration 7Q: 3 clusters Score -111069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111076.593750 Penalty: 2329.036377
	Iteration 8Q: 3 clusters Score -111076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111086.562500 Penalty: 2329.036377
	Iteration 9Q: 3 clusters Score -111086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111089.750000 Penalty: 2329.036377
	Iteration 10Q: 3 clusters Score -111089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111093.921875 Penalty: 2329.036377
	Iteration 11Q: 3 clusters Score -111093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111099.632812 Penalty: 2329.036377
	Iteration 12Q: 3 clusters Score -111099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111102.851562 Penalty: 2329.036377
	Iteration 13Q: 3 clusters Score -111102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111104.757812 Penalty: 2329.036377
	Iteration 14Q: 3 clusters Score -111104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111107.125000 Penalty: 2329.036377
	Iteration 15Q: 3 clusters Score -111107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111110.343750 Penalty: 2329.036377
	Iteration 16Q: 3 clusters Score -111110.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111115.046875 Penalty: 2329.036377
	Iteration 17Q: 3 clusters Score -111115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111118.921875 Penalty: 2329.036377
	Iteration 18Q: 3 clusters Score -111118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111125.046875 Penalty: 2329.036377
	Iteration 19Q: 3 clusters Score -111125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111128.164062 Penalty: 2329.036377
	Iteration 20F: 3 clusters Score -111128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111130.359375 Penalty: 2329.036377
	Iteration 21Q: 3 clusters Score -111130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111131.218750 Penalty: 2329.036377
	Iteration 22Q: 3 clusters Score -111131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111131.218750 Penalty: 2329.036377
	Iteration 23F: 3 clusters Score -111131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Entering Unmasked Estep 
Score: -3693925.750000 Penalty: 1717.492798
	Iteration 0F: 2 clusters Score -3693926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3669480.500000 Penalty: 3434.985596
	Iteration 0F: 3 clusters Score -3669480 nChanged 18108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3679246.250000 Penalty: 3434.985596
	Iteration 1F: 3 clusters Score -3679246 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3679691.750000 Penalty: 3434.985596
	Iteration 2Q: 3 clusters Score -3679692 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3680132.750000 Penalty: 3434.985596
	Iteration 3Q: 3 clusters Score -3680133 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3680666.750000 Penalty: 3434.985596
	Iteration 4Q: 3 clusters Score -3680667 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3681476.250000 Penalty: 3434.985596
	Iteration 5Q: 3 clusters Score -3681476 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3682604.250000 Penalty: 3434.985596
	Iteration 6F: 3 clusters Score -3682604 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3684265.500000 Penalty: 3434.985596
	Iteration 7F: 3 clusters Score -3684266 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3686473.500000 Penalty: 3434.985596
	Iteration 8F: 3 clusters Score -3686474 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3689032.750000 Penalty: 3434.985596
	Iteration 9F: 3 clusters Score -3689033 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3690905.000000 Penalty: 3434.985596
	Iteration 10F: 3 clusters Score -3690905 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3691730.000000 Penalty: 3434.985596
	Iteration 11Q: 3 clusters Score -3691730 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3692075.000000 Penalty: 3434.985596
	Iteration 12Q: 3 clusters Score -3692075 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3692257.750000 Penalty: 3434.985596
	Iteration 13Q: 3 clusters Score -3692258 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3692369.000000 Penalty: 3434.985596
	Iteration 14Q: 3 clusters Score -3692369 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3692423.500000 Penalty: 3434.985596
	Iteration 15Q: 3 clusters Score -3692424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3692463.750000 Penalty: 3434.985596
	Iteration 16Q: 3 clusters Score -3692464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3692482.750000 Penalty: 3434.985596
	Iteration 17Q: 3 clusters Score -3692483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3692502.000000 Penalty: 3434.985596
	Iteration 18Q: 3 clusters Score -3692502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3692518.500000 Penalty: 3434.985596
	Iteration 19Q: 3 clusters Score -3692518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3692538.750000 Penalty: 3434.985596
	Iteration 20F: 3 clusters Score -3692539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3692543.500000 Penalty: 3434.985596
	Iteration 21Q: 3 clusters Score -3692544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3692548.500000 Penalty: 3434.985596
	Iteration 22Q: 3 clusters Score -3692548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3692550.000000 Penalty: 3434.985596
	Iteration 23Q: 3 clusters Score -3692550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3692553.250000 Penalty: 3434.985596
	Iteration 24Q: 3 clusters Score -3692553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3692558.000000 Penalty: 3434.985596
	Iteration 25Q: 3 clusters Score -3692558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3692557.000000 Penalty: 3434.985596
	Iteration 26Q: 3 clusters Score -3692557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3692558.500000 Penalty: 3434.985596
	Iteration 27Q: 3 clusters Score -3692558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3692560.500000 Penalty: 3434.985596
	Iteration 28Q: 3 clusters Score -3692560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3692559.000000 Penalty: 3434.985596
	Iteration 29Q: 3 clusters Score -3692559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3692560.750000 Penalty: 3434.985596
	Iteration 30Q: 3 clusters Score -3692561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3692560.750000 Penalty: 3434.985596
	Iteration 31F: 3 clusters Score -3692561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -328367.406250 Penalty: 1332.680664
	Iteration 0F: 2 clusters Score -328367.4 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 1768 members 
Entering Unmasked Estep 
Score: -325231.281250 Penalty: 2665.361328
	Iteration 0F: 3 clusters Score -325231.3 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -326112.406250 Penalty: 2665.361328
	Iteration 1F: 3 clusters Score -326112.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -326345.593750 Penalty: 2665.361328
	Iteration 2F: 3 clusters Score -326345.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -326501.156250 Penalty: 2665.361328
	Iteration 3F: 3 clusters Score -326501.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -326654.656250 Penalty: 2665.361328
	Iteration 4Q: 3 clusters Score -326654.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -326798.000000 Penalty: 2665.361328
	Iteration 5Q: 3 clusters Score -326798 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -326952.343750 Penalty: 2665.361328
	Iteration 6Q: 3 clusters Score -326952.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -327096.687500 Penalty: 2665.361328
	Iteration 7Q: 3 clusters Score -327096.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -327168.656250 Penalty: 2665.361328
	Iteration 8Q: 3 clusters Score -327168.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -327222.562500 Penalty: 2665.361328
	Iteration 9Q: 3 clusters Score -327222.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -327255.593750 Penalty: 2665.361328
	Iteration 10Q: 3 clusters Score -327255.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -327277.218750 Penalty: 2665.361328
	Iteration 11Q: 3 clusters Score -327277.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -327296.812500 Penalty: 2665.361328
	Iteration 12Q: 3 clusters Score -327296.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -327312.125000 Penalty: 2665.361328
	Iteration 13Q: 3 clusters Score -327312.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -327326.312500 Penalty: 2665.361328
	Iteration 14Q: 3 clusters Score -327326.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -327341.937500 Penalty: 2665.361328
	Iteration 15Q: 3 clusters Score -327341.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -327360.468750 Penalty: 2665.361328
	Iteration 16Q: 3 clusters Score -327360.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -327380.218750 Penalty: 2665.361328
	Iteration 17Q: 3 clusters Score -327380.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -327403.125000 Penalty: 2665.361328
	Iteration 18Q: 3 clusters Score -327403.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -327436.093750 Penalty: 2665.361328
	Iteration 19Q: 3 clusters Score -327436.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -327462.281250 Penalty: 2665.361328
	Iteration 20F: 3 clusters Score -327462.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -327494.187500 Penalty: 2665.361328
	Iteration 21Q: 3 clusters Score -327494.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -327520.562500 Penalty: 2665.361328
	Iteration 22Q: 3 clusters Score -327520.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -327543.531250 Penalty: 2665.361328
	Iteration 23Q: 3 clusters Score -327543.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -327566.906250 Penalty: 2665.361328
	Iteration 24Q: 3 clusters Score -327566.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -327586.968750 Penalty: 2665.361328
	Iteration 25Q: 3 clusters Score -327587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -327604.406250 Penalty: 2665.361328
	Iteration 26Q: 3 clusters Score -327604.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -327622.968750 Penalty: 2665.361328
	Iteration 27Q: 3 clusters Score -327623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -327633.968750 Penalty: 2665.361328
	Iteration 28Q: 3 clusters Score -327634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -327646.687500 Penalty: 2665.361328
	Iteration 29Q: 3 clusters Score -327646.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -327655.312500 Penalty: 2665.361328
	Iteration 30Q: 3 clusters Score -327655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -327661.687500 Penalty: 2665.361328
	Iteration 31Q: 3 clusters Score -327661.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -327671.781250 Penalty: 2665.361328
	Iteration 32Q: 3 clusters Score -327671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -327679.843750 Penalty: 2665.361328
	Iteration 33Q: 3 clusters Score -327679.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -327688.500000 Penalty: 2665.361328
	Iteration 34Q: 3 clusters Score -327688.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -327695.187500 Penalty: 2665.361328
	Iteration 35Q: 3 clusters Score -327695.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -327711.812500 Penalty: 2665.361328
	Iteration 36Q: 3 clusters Score -327711.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -327727.343750 Penalty: 2665.361328
	Iteration 37Q: 3 clusters Score -327727.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -327738.500000 Penalty: 2665.361328
	Iteration 38Q: 3 clusters Score -327738.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -327747.906250 Penalty: 2665.361328
	Iteration 39Q: 3 clusters Score -327747.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -327754.843750 Penalty: 2665.361328
	Iteration 40F: 3 clusters Score -327754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -327763.031250 Penalty: 2665.361328
	Iteration 41Q: 3 clusters Score -327763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -327764.562500 Penalty: 2665.361328
	Iteration 42Q: 3 clusters Score -327764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -327767.250000 Penalty: 2665.361328
	Iteration 43Q: 3 clusters Score -327767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -327768.843750 Penalty: 2665.361328
	Iteration 44Q: 3 clusters Score -327768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -327769.812500 Penalty: 2665.361328
	Iteration 45Q: 3 clusters Score -327769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -327770.937500 Penalty: 2665.361328
	Iteration 46Q: 3 clusters Score -327770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -327771.000000 Penalty: 2665.361328
	Iteration 47Q: 3 clusters Score -327771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -327770.625000 Penalty: 2665.361328
	Iteration 48Q: 3 clusters Score -327770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -327771.812500 Penalty: 2665.361328
	Iteration 49Q: 3 clusters Score -327771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -327772.781250 Penalty: 2665.361328
	Iteration 50Q: 3 clusters Score -327772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -327773.593750 Penalty: 2665.361328
	Iteration 51Q: 3 clusters Score -327773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -327773.437500 Penalty: 2665.361328
	Iteration 52Q: 3 clusters Score -327773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -327773.437500 Penalty: 2665.361328
	Iteration 53F: 3 clusters Score -327773.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -176330.000000 Penalty: 1228.766724
	Iteration 0F: 2 clusters Score -176330 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 978 members 
Entering Unmasked Estep 
Score: -174278.390625 Penalty: 2457.533447
	Iteration 0F: 3 clusters Score -174278.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -174764.234375 Penalty: 2457.533447
	Iteration 1F: 3 clusters Score -174764.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -174920.687500 Penalty: 2457.533447
	Iteration 2F: 3 clusters Score -174920.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -175050.750000 Penalty: 2457.533447
	Iteration 3F: 3 clusters Score -175050.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -175155.890625 Penalty: 2457.533447
	Iteration 4Q: 3 clusters Score -175155.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -175248.437500 Penalty: 2457.533447
	Iteration 5Q: 3 clusters Score -175248.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -175357.843750 Penalty: 2457.533447
	Iteration 6Q: 3 clusters Score -175357.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -175461.328125 Penalty: 2457.533447
	Iteration 7Q: 3 clusters Score -175461.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -175511.656250 Penalty: 2457.533447
	Iteration 8Q: 3 clusters Score -175511.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -175539.984375 Penalty: 2457.533447
	Iteration 9Q: 3 clusters Score -175540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -175559.359375 Penalty: 2457.533447
	Iteration 10Q: 3 clusters Score -175559.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -175572.640625 Penalty: 2457.533447
	Iteration 11Q: 3 clusters Score -175572.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -175581.187500 Penalty: 2457.533447
	Iteration 12Q: 3 clusters Score -175581.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -175584.437500 Penalty: 2457.533447
	Iteration 13Q: 3 clusters Score -175584.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -175588.828125 Penalty: 2457.533447
	Iteration 14Q: 3 clusters Score -175588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -175592.046875 Penalty: 2457.533447
	Iteration 15Q: 3 clusters Score -175592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -175594.046875 Penalty: 2457.533447
	Iteration 16Q: 3 clusters Score -175594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -175599.453125 Penalty: 2457.533447
	Iteration 17Q: 3 clusters Score -175599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -175604.937500 Penalty: 2457.533447
	Iteration 18Q: 3 clusters Score -175604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175609.312500 Penalty: 2457.533447
	Iteration 19Q: 3 clusters Score -175609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175611.531250 Penalty: 2457.533447
	Iteration 20F: 3 clusters Score -175611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175612.875000 Penalty: 2457.533447
	Iteration 21Q: 3 clusters Score -175612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -175615.296875 Penalty: 2457.533447
	Iteration 22Q: 3 clusters Score -175615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -175616.265625 Penalty: 2457.533447
	Iteration 23Q: 3 clusters Score -175616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -175617.234375 Penalty: 2457.533447
	Iteration 24Q: 3 clusters Score -175617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -175618.062500 Penalty: 2457.533447
	Iteration 25Q: 3 clusters Score -175618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -175618.593750 Penalty: 2457.533447
	Iteration 26Q: 3 clusters Score -175618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -175618.765625 Penalty: 2457.533447
	Iteration 27Q: 3 clusters Score -175618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -175618.765625 Penalty: 2457.533447
	Iteration 28F: 3 clusters Score -175618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -463411.500000 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -463411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -459402.375000 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -459402.4 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -460547.406250 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -460547.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -460766.156250 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -460766.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -460908.500000 Penalty: 2767.567383
	Iteration 3F: 3 clusters Score -460908.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -461042.062500 Penalty: 2767.567383
	Iteration 4Q: 3 clusters Score -461042.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -461196.562500 Penalty: 2767.567383
	Iteration 5Q: 3 clusters Score -461196.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -461375.468750 Penalty: 2767.567383
	Iteration 6Q: 3 clusters Score -461375.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -461585.343750 Penalty: 2767.567383
	Iteration 7F: 3 clusters Score -461585.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -461772.093750 Penalty: 2767.567383
	Iteration 8Q: 3 clusters Score -461772.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -461968.500000 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -461968.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -462125.343750 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -462125.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -462241.875000 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -462241.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -462351.000000 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -462351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -462461.562500 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -462461.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -462613.531250 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -462613.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -462819.843750 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -462819.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -463033.250000 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -463033.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -463208.968750 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -463209 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -463295.687500 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -463295.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -463330.937500 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -463330.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -463357.781250 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -463357.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -463372.812500 Penalty: 2767.567383
	Iteration 21Q: 3 clusters Score -463372.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -463383.562500 Penalty: 2767.567383
	Iteration 22Q: 3 clusters Score -463383.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -463392.406250 Penalty: 2767.567383
	Iteration 23Q: 3 clusters Score -463392.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -463395.375000 Penalty: 2767.567383
	Iteration 24Q: 3 clusters Score -463395.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -463399.125000 Penalty: 2767.567383
	Iteration 25Q: 3 clusters Score -463399.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -463401.750000 Penalty: 2767.567383
	Iteration 26Q: 3 clusters Score -463401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -463402.781250 Penalty: 2767.567383
	Iteration 27Q: 3 clusters Score -463402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -463402.625000 Penalty: 2767.567383
	Iteration 28Q: 3 clusters Score -463402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -463403.468750 Penalty: 2767.567383
	Iteration 29Q: 3 clusters Score -463403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -463404.968750 Penalty: 2767.567383
	Iteration 30Q: 3 clusters Score -463405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -463403.937500 Penalty: 2767.567383
	Iteration 31Q: 3 clusters Score -463403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -463404.750000 Penalty: 2767.567383
	Iteration 32Q: 3 clusters Score -463404.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -463405.406250 Penalty: 2767.567383
	Iteration 33Q: 3 clusters Score -463405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -463406.250000 Penalty: 2767.567383
	Iteration 34Q: 3 clusters Score -463406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -463405.406250 Penalty: 2767.567383
	Iteration 35Q: 3 clusters Score -463405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -463405.656250 Penalty: 2767.567383
	Iteration 36Q: 3 clusters Score -463405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -463405.656250 Penalty: 2767.567383
	Iteration 37F: 3 clusters Score -463405.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -107401.703125 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -107401.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -105835.062500 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -105835.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -106212.515625 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -106212.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -106347.976562 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -106348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106435.085938 Penalty: 2319.356934
	Iteration 3F: 3 clusters Score -106435.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106510.609375 Penalty: 2319.356934
	Iteration 4F: 3 clusters Score -106510.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -106561.570312 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -106561.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106614.289062 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -106614.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106649.367188 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -106649.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106680.007812 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -106680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106704.726562 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -106704.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106724.773438 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -106724.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -106755.945312 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -106755.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106784.250000 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -106784.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106808.796875 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -106808.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -106838.265625 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -106838.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -106867.640625 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -106867.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -106904.882812 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -106904.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -106939.210938 Penalty: 2319.356934
	Iteration 17Q: 3 clusters Score -106939.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -106970.734375 Penalty: 2319.356934
	Iteration 18Q: 3 clusters Score -106970.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -106986.218750 Penalty: 2319.356934
	Iteration 19Q: 3 clusters Score -106986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -107009.484375 Penalty: 2319.356934
	Iteration 20F: 3 clusters Score -107009.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -107039.742188 Penalty: 2319.356934
	Iteration 21Q: 3 clusters Score -107039.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -107059.148438 Penalty: 2319.356934
	Iteration 22Q: 3 clusters Score -107059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107063.875000 Penalty: 2319.356934
	Iteration 23Q: 3 clusters Score -107063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -107069.195312 Penalty: 2319.356934
	Iteration 24Q: 3 clusters Score -107069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -107072.585938 Penalty: 2319.356934
	Iteration 25Q: 3 clusters Score -107072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -107074.109375 Penalty: 2319.356934
	Iteration 26Q: 3 clusters Score -107074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -107075.554688 Penalty: 2319.356934
	Iteration 27Q: 3 clusters Score -107075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -107075.875000 Penalty: 2319.356934
	Iteration 28Q: 3 clusters Score -107075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -107075.875000 Penalty: 2319.356934
	Iteration 29F: 3 clusters Score -107075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -134965.546875 Penalty: 1195.913452
	Iteration 0F: 2 clusters Score -134965.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133133.468750 Penalty: 2391.826904
	Iteration 0F: 3 clusters Score -133133.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -133522.281250 Penalty: 2391.826904
	Iteration 1F: 3 clusters Score -133522.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -133677.593750 Penalty: 2391.826904
	Iteration 2F: 3 clusters Score -133677.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -133776.500000 Penalty: 2391.826904
	Iteration 3F: 3 clusters Score -133776.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133882.156250 Penalty: 2391.826904
	Iteration 4F: 3 clusters Score -133882.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -133979.015625 Penalty: 2391.826904
	Iteration 5Q: 3 clusters Score -133979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134053.437500 Penalty: 2391.826904
	Iteration 6Q: 3 clusters Score -134053.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -134102.453125 Penalty: 2391.826904
	Iteration 7Q: 3 clusters Score -134102.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -134125.203125 Penalty: 2391.826904
	Iteration 8Q: 3 clusters Score -134125.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -134138.515625 Penalty: 2391.826904
	Iteration 9Q: 3 clusters Score -134138.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134146.500000 Penalty: 2391.826904
	Iteration 10Q: 3 clusters Score -134146.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134153.640625 Penalty: 2391.826904
	Iteration 11Q: 3 clusters Score -134153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134161.343750 Penalty: 2391.826904
	Iteration 12Q: 3 clusters Score -134161.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134169.015625 Penalty: 2391.826904
	Iteration 13Q: 3 clusters Score -134169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134173.593750 Penalty: 2391.826904
	Iteration 14Q: 3 clusters Score -134173.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134179.578125 Penalty: 2391.826904
	Iteration 15Q: 3 clusters Score -134179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134186.406250 Penalty: 2391.826904
	Iteration 16Q: 3 clusters Score -134186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134193.187500 Penalty: 2391.826904
	Iteration 17Q: 3 clusters Score -134193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134197.031250 Penalty: 2391.826904
	Iteration 18Q: 3 clusters Score -134197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134200.375000 Penalty: 2391.826904
	Iteration 19Q: 3 clusters Score -134200.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134210.843750 Penalty: 2391.826904
	Iteration 20F: 3 clusters Score -134210.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134216.796875 Penalty: 2391.826904
	Iteration 21Q: 3 clusters Score -134216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134219.046875 Penalty: 2391.826904
	Iteration 22Q: 3 clusters Score -134219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134220.656250 Penalty: 2391.826904
	Iteration 23Q: 3 clusters Score -134220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -134222.640625 Penalty: 2391.826904
	Iteration 24Q: 3 clusters Score -134222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134227.234375 Penalty: 2391.826904
	Iteration 25Q: 3 clusters Score -134227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134234.359375 Penalty: 2391.826904
	Iteration 26Q: 3 clusters Score -134234.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134242.265625 Penalty: 2391.826904
	Iteration 27Q: 3 clusters Score -134242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134246.781250 Penalty: 2391.826904
	Iteration 28Q: 3 clusters Score -134246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134249.953125 Penalty: 2391.826904
	Iteration 29Q: 3 clusters Score -134250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134254.656250 Penalty: 2391.826904
	Iteration 30Q: 3 clusters Score -134254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134258.328125 Penalty: 2391.826904
	Iteration 31Q: 3 clusters Score -134258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134261.859375 Penalty: 2391.826904
	Iteration 32Q: 3 clusters Score -134261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134265.546875 Penalty: 2391.826904
	Iteration 33Q: 3 clusters Score -134265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134269.171875 Penalty: 2391.826904
	Iteration 34Q: 3 clusters Score -134269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134271.890625 Penalty: 2391.826904
	Iteration 35Q: 3 clusters Score -134271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134274.109375 Penalty: 2391.826904
	Iteration 36Q: 3 clusters Score -134274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134277.000000 Penalty: 2391.826904
	Iteration 37Q: 3 clusters Score -134277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134277.890625 Penalty: 2391.826904
	Iteration 38Q: 3 clusters Score -134277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134278.234375 Penalty: 2391.826904
	Iteration 39Q: 3 clusters Score -134278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134278.734375 Penalty: 2391.826904
	Iteration 40F: 3 clusters Score -134278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134279.375000 Penalty: 2391.826904
	Iteration 41Q: 3 clusters Score -134279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134281.937500 Penalty: 2391.826904
	Iteration 42Q: 3 clusters Score -134281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134283.984375 Penalty: 2391.826904
	Iteration 43Q: 3 clusters Score -134284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134287.156250 Penalty: 2391.826904
	Iteration 44Q: 3 clusters Score -134287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134287.531250 Penalty: 2391.826904
	Iteration 45Q: 3 clusters Score -134287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134288.406250 Penalty: 2391.826904
	Iteration 46Q: 3 clusters Score -134288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134288.859375 Penalty: 2391.826904
	Iteration 47Q: 3 clusters Score -134288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134288.859375 Penalty: 2391.826904
	Iteration 48F: 3 clusters Score -134288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -131391.953125 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -131392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -129546.906250 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -129546.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -130013.648438 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -130013.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130205.773438 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -130205.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130317.929688 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -130317.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -130413.296875 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -130413.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -130464.992188 Penalty: 2408.559326
	Iteration 5Q: 3 clusters Score -130465 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130509.289062 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -130509.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -130537.914062 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -130537.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130555.695312 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -130555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -130562.375000 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -130562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130568.476562 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -130568.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -130576.851562 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -130576.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130587.218750 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -130587.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -130599.328125 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -130599.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -130613.328125 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -130613.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -130627.195312 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -130627.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130646.445312 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -130646.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -130658.523438 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -130658.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -130662.164062 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -130662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -130662.914062 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -130662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -130665.328125 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -130665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -130666.101562 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -130666.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -130666.101562 Penalty: 2408.559326
	Iteration 22F: 3 clusters Score -130666.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Entering Unmasked Estep 
Score: -2015589.750000 Penalty: 1613.456177
	Iteration 0F: 2 clusters Score -2015590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2001726.875000 Penalty: 3226.912354
	Iteration 0F: 3 clusters Score -2001727 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2006779.250000 Penalty: 3226.912354
	Iteration 1F: 3 clusters Score -2006779 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2007038.375000 Penalty: 3226.912354
	Iteration 2Q: 3 clusters Score -2007038 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2007263.375000 Penalty: 3226.912354
	Iteration 3Q: 3 clusters Score -2007263 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2007442.750000 Penalty: 3226.912354
	Iteration 4Q: 3 clusters Score -2007443 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2007608.250000 Penalty: 3226.912354
	Iteration 5Q: 3 clusters Score -2007608 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2007805.625000 Penalty: 3226.912354
	Iteration 6Q: 3 clusters Score -2007806 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2008069.500000 Penalty: 3226.912354
	Iteration 7Q: 3 clusters Score -2008070 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2008445.250000 Penalty: 3226.912354
	Iteration 8Q: 3 clusters Score -2008445 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2009051.000000 Penalty: 3226.912354
	Iteration 9Q: 3 clusters Score -2009051 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2009933.000000 Penalty: 3226.912354
	Iteration 10F: 3 clusters Score -2009933 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2010999.500000 Penalty: 3226.912354
	Iteration 11F: 3 clusters Score -2011000 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2011852.125000 Penalty: 3226.912354
	Iteration 12F: 3 clusters Score -2011852 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2012307.750000 Penalty: 3226.912354
	Iteration 13Q: 3 clusters Score -2012308 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2012569.375000 Penalty: 3226.912354
	Iteration 14Q: 3 clusters Score -2012569 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2012724.750000 Penalty: 3226.912354
	Iteration 15Q: 3 clusters Score -2012725 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2012822.875000 Penalty: 3226.912354
	Iteration 16Q: 3 clusters Score -2012823 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2012887.250000 Penalty: 3226.912354
	Iteration 17Q: 3 clusters Score -2012887 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2012913.125000 Penalty: 3226.912354
	Iteration 18Q: 3 clusters Score -2012913 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2012950.000000 Penalty: 3226.912354
	Iteration 19Q: 3 clusters Score -2012950 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2012986.500000 Penalty: 3226.912354
	Iteration 20F: 3 clusters Score -2012986 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2013011.125000 Penalty: 3226.912354
	Iteration 21Q: 3 clusters Score -2013011 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2013045.000000 Penalty: 3226.912354
	Iteration 22Q: 3 clusters Score -2013045 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2013060.500000 Penalty: 3226.912354
	Iteration 23Q: 3 clusters Score -2013060 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2013065.625000 Penalty: 3226.912354
	Iteration 24Q: 3 clusters Score -2013066 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2013074.125000 Penalty: 3226.912354
	Iteration 25Q: 3 clusters Score -2013074 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2013087.125000 Penalty: 3226.912354
	Iteration 26Q: 3 clusters Score -2013087 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2013093.375000 Penalty: 3226.912354
	Iteration 27Q: 3 clusters Score -2013093 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2013090.000000 Penalty: 3226.912354
	Iteration 28Q: 3 clusters Score -2013090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2013090.000000 Penalty: 3226.912354
	Iteration 29Q: 3 clusters Score -2013090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2013089.125000 Penalty: 3226.912354
	Iteration 30Q: 3 clusters Score -2013089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2013094.875000 Penalty: 3226.912354
	Iteration 31Q: 3 clusters Score -2013095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2013090.500000 Penalty: 3226.912354
	Iteration 32Q: 3 clusters Score -2013090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2013080.750000 Penalty: 3226.912354
	Iteration 33Q: 3 clusters Score -2013081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2013080.375000 Penalty: 3226.912354
	Iteration 34Q: 3 clusters Score -2013080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2013070.375000 Penalty: 3226.912354
	Iteration 35Q: 3 clusters Score -2013070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2013074.250000 Penalty: 3226.912354
	Iteration 36Q: 3 clusters Score -2013074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2013069.375000 Penalty: 3226.912354
	Iteration 37Q: 3 clusters Score -2013069 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2013061.875000 Penalty: 3226.912354
	Iteration 38Q: 3 clusters Score -2013062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2013060.625000 Penalty: 3226.912354
	Iteration 39Q: 3 clusters Score -2013061 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2013055.125000 Penalty: 3226.912354
	Iteration 40F: 3 clusters Score -2013055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2013046.250000 Penalty: 3226.912354
	Iteration 41Q: 3 clusters Score -2013046 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2013047.750000 Penalty: 3226.912354
	Iteration 42Q: 3 clusters Score -2013048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2013045.125000 Penalty: 3226.912354
	Iteration 43Q: 3 clusters Score -2013045 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2013049.750000 Penalty: 3226.912354
	Iteration 44Q: 3 clusters Score -2013050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2013051.500000 Penalty: 3226.912354
	Iteration 45Q: 3 clusters Score -2013052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2013054.750000 Penalty: 3226.912354
	Iteration 46Q: 3 clusters Score -2013055 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2013058.125000 Penalty: 3226.912354
	Iteration 47Q: 3 clusters Score -2013058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2013044.500000 Penalty: 3226.912354
	Iteration 48Q: 3 clusters Score -2013044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2013044.250000 Penalty: 3226.912354
	Iteration 49Q: 3 clusters Score -2013044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2013037.875000 Penalty: 3226.912354
	Iteration 50Q: 3 clusters Score -2013038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2013038.500000 Penalty: 3226.912354
	Iteration 51Q: 3 clusters Score -2013038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2013045.875000 Penalty: 3226.912354
	Iteration 52Q: 3 clusters Score -2013046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2013044.750000 Penalty: 3226.912354
	Iteration 53Q: 3 clusters Score -2013045 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2013037.750000 Penalty: 3226.912354
	Iteration 54Q: 3 clusters Score -2013038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2013036.375000 Penalty: 3226.912354
	Iteration 55Q: 3 clusters Score -2013036 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2013032.125000 Penalty: 3226.912354
	Iteration 56Q: 3 clusters Score -2013032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2013026.375000 Penalty: 3226.912354
	Iteration 57Q: 3 clusters Score -2013026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2013026.000000 Penalty: 3226.912354
	Iteration 58Q: 3 clusters Score -2013026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2013022.500000 Penalty: 3226.912354
	Iteration 59Q: 3 clusters Score -2013022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2013024.625000 Penalty: 3226.912354
	Iteration 60F: 3 clusters Score -2013025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2013019.375000 Penalty: 3226.912354
	Iteration 61Q: 3 clusters Score -2013019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2013017.125000 Penalty: 3226.912354
	Iteration 62Q: 3 clusters Score -2013017 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2013011.500000 Penalty: 3226.912354
	Iteration 63Q: 3 clusters Score -2013012 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2013006.250000 Penalty: 3226.912354
	Iteration 64Q: 3 clusters Score -2013006 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2013013.750000 Penalty: 3226.912354
	Iteration 65Q: 3 clusters Score -2013014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2013021.125000 Penalty: 3226.912354
	Iteration 66Q: 3 clusters Score -2013021 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2013021.375000 Penalty: 3226.912354
	Iteration 67Q: 3 clusters Score -2013021 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2013027.250000 Penalty: 3226.912354
	Iteration 68Q: 3 clusters Score -2013027 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2013028.000000 Penalty: 3226.912354
	Iteration 69Q: 3 clusters Score -2013028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2013040.500000 Penalty: 3226.912354
	Iteration 70Q: 3 clusters Score -2013040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2013060.125000 Penalty: 3226.912354
	Iteration 71Q: 3 clusters Score -2013060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2013069.500000 Penalty: 3226.912354
	Iteration 72Q: 3 clusters Score -2013070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2013079.250000 Penalty: 3226.912354
	Iteration 73Q: 3 clusters Score -2013079 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2013099.125000 Penalty: 3226.912354
	Iteration 74Q: 3 clusters Score -2013099 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2013116.500000 Penalty: 3226.912354
	Iteration 75Q: 3 clusters Score -2013116 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2013145.250000 Penalty: 3226.912354
	Iteration 76Q: 3 clusters Score -2013145 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2013173.375000 Penalty: 3226.912354
	Iteration 77Q: 3 clusters Score -2013173 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2013216.875000 Penalty: 3226.912354
	Iteration 78Q: 3 clusters Score -2013217 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2013272.750000 Penalty: 3226.912354
	Iteration 79Q: 3 clusters Score -2013273 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2013351.500000 Penalty: 3226.912354
	Iteration 80F: 3 clusters Score -2013352 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2013433.750000 Penalty: 3226.912354
	Iteration 81Q: 3 clusters Score -2013434 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2013514.375000 Penalty: 3226.912354
	Iteration 82Q: 3 clusters Score -2013514 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2013604.375000 Penalty: 3226.912354
	Iteration 83Q: 3 clusters Score -2013604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2013675.375000 Penalty: 3226.912354
	Iteration 84Q: 3 clusters Score -2013675 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2013734.000000 Penalty: 3226.912354
	Iteration 85Q: 3 clusters Score -2013734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2013799.250000 Penalty: 3226.912354
	Iteration 86Q: 3 clusters Score -2013799 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2013850.750000 Penalty: 3226.912354
	Iteration 87Q: 3 clusters Score -2013851 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2013902.625000 Penalty: 3226.912354
	Iteration 88Q: 3 clusters Score -2013903 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2013932.125000 Penalty: 3226.912354
	Iteration 89Q: 3 clusters Score -2013932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2013962.625000 Penalty: 3226.912354
	Iteration 90Q: 3 clusters Score -2013963 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2013986.500000 Penalty: 3226.912354
	Iteration 91Q: 3 clusters Score -2013986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2014003.625000 Penalty: 3226.912354
	Iteration 92Q: 3 clusters Score -2014004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2014019.625000 Penalty: 3226.912354
	Iteration 93Q: 3 clusters Score -2014020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2014030.125000 Penalty: 3226.912354
	Iteration 94Q: 3 clusters Score -2014030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2014045.875000 Penalty: 3226.912354
	Iteration 95Q: 3 clusters Score -2014046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2014061.625000 Penalty: 3226.912354
	Iteration 96Q: 3 clusters Score -2014062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2014086.000000 Penalty: 3226.912354
	Iteration 97Q: 3 clusters Score -2014086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2014112.000000 Penalty: 3226.912354
	Iteration 98Q: 3 clusters Score -2014112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2014140.125000 Penalty: 3226.912354
	Iteration 99Q: 3 clusters Score -2014140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2014157.125000 Penalty: 3226.912354
	Iteration 100F: 3 clusters Score -2014157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2014173.375000 Penalty: 3226.912354
	Iteration 101Q: 3 clusters Score -2014173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2014186.625000 Penalty: 3226.912354
	Iteration 102Q: 3 clusters Score -2014187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2014199.625000 Penalty: 3226.912354
	Iteration 103Q: 3 clusters Score -2014200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2014213.625000 Penalty: 3226.912354
	Iteration 104Q: 3 clusters Score -2014214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2014229.125000 Penalty: 3226.912354
	Iteration 105Q: 3 clusters Score -2014229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2014238.625000 Penalty: 3226.912354
	Iteration 106Q: 3 clusters Score -2014239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2014245.250000 Penalty: 3226.912354
	Iteration 107Q: 3 clusters Score -2014245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2014249.375000 Penalty: 3226.912354
	Iteration 108Q: 3 clusters Score -2014249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2014250.625000 Penalty: 3226.912354
	Iteration 109Q: 3 clusters Score -2014251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2014250.625000 Penalty: 3226.912354
	Iteration 110F: 3 clusters Score -2014251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -59017.308594 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -59017.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57785.398438 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -57785.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58026.714844 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -58026.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58107.390625 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -58107.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58140.941406 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -58140.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58178.238281 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -58178.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58230.476562 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -58230.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58272.898438 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -58272.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58327.171875 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -58327.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58368.363281 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -58368.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58418.988281 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -58418.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58452.625000 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -58452.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58477.335938 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -58477.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58506.910156 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -58506.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58538.062500 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -58538.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58585.632812 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -58585.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58654.429688 Penalty: 2123.953369
	Iteration 15Q: 3 clusters Score -58654.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58710.539062 Penalty: 2123.953369
	Iteration 16Q: 3 clusters Score -58710.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58754.667969 Penalty: 2123.953369
	Iteration 17Q: 3 clusters Score -58754.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58774.191406 Penalty: 2123.953369
	Iteration 18Q: 3 clusters Score -58774.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58787.460938 Penalty: 2123.953369
	Iteration 19Q: 3 clusters Score -58787.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58792.605469 Penalty: 2123.953369
	Iteration 20F: 3 clusters Score -58792.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58810.867188 Penalty: 2123.953369
	Iteration 21Q: 3 clusters Score -58810.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58818.101562 Penalty: 2123.953369
	Iteration 22Q: 3 clusters Score -58818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58826.019531 Penalty: 2123.953369
	Iteration 23Q: 3 clusters Score -58826.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58826.953125 Penalty: 2123.953369
	Iteration 24Q: 3 clusters Score -58826.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58826.953125 Penalty: 2123.953369
	Iteration 25F: 3 clusters Score -58826.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -140265.250000 Penalty: 1218.025635
	Iteration 0F: 2 clusters Score -140265.2 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 910 members 
Entering Unmasked Estep 
Score: -138395.937500 Penalty: 2436.051270
	Iteration 0F: 3 clusters Score -138395.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -139112.937500 Penalty: 2436.051270
	Iteration 1F: 3 clusters Score -139112.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -139366.250000 Penalty: 2436.051270
	Iteration 2F: 3 clusters Score -139366.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -139599.359375 Penalty: 2436.051270
	Iteration 3F: 3 clusters Score -139599.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139793.078125 Penalty: 2436.051270
	Iteration 4F: 3 clusters Score -139793.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139954.328125 Penalty: 2436.051270
	Iteration 5F: 3 clusters Score -139954.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140104.328125 Penalty: 2436.051270
	Iteration 6Q: 3 clusters Score -140104.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -140226.250000 Penalty: 2436.051270
	Iteration 7Q: 3 clusters Score -140226.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140297.593750 Penalty: 2436.051270
	Iteration 8Q: 3 clusters Score -140297.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -140338.000000 Penalty: 2436.051270
	Iteration 9Q: 3 clusters Score -140338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -140371.437500 Penalty: 2436.051270
	Iteration 10Q: 3 clusters Score -140371.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -140402.468750 Penalty: 2436.051270
	Iteration 11Q: 3 clusters Score -140402.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -140427.812500 Penalty: 2436.051270
	Iteration 12Q: 3 clusters Score -140427.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -140442.859375 Penalty: 2436.051270
	Iteration 13Q: 3 clusters Score -140442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -140457.406250 Penalty: 2436.051270
	Iteration 14Q: 3 clusters Score -140457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -140461.687500 Penalty: 2436.051270
	Iteration 15Q: 3 clusters Score -140461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -140465.406250 Penalty: 2436.051270
	Iteration 16Q: 3 clusters Score -140465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -140468.625000 Penalty: 2436.051270
	Iteration 17Q: 3 clusters Score -140468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -140473.156250 Penalty: 2436.051270
	Iteration 18Q: 3 clusters Score -140473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -140474.281250 Penalty: 2436.051270
	Iteration 19Q: 3 clusters Score -140474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -140474.937500 Penalty: 2436.051270
	Iteration 20F: 3 clusters Score -140474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -140475.609375 Penalty: 2436.051270
	Iteration 21Q: 3 clusters Score -140475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -140478.359375 Penalty: 2436.051270
	Iteration 22Q: 3 clusters Score -140478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -140479.984375 Penalty: 2436.051270
	Iteration 23Q: 3 clusters Score -140480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -140479.984375 Penalty: 2436.051270
	Iteration 24F: 3 clusters Score -140480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6655 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35538 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23529 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31749 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 5454 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 12469 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38917 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20516 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 612 members 
Mstep: Class 36 contains 30215 members 
Mstep: Class 37 contains 21942 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29128 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31423 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 7414 members 
Mstep: Class 46 contains 1188 members 
Entering Unmasked Estep 
Score: -49778160.000000 Penalty: 98713.132812
Splitting cluster 35 changes total score from -49778860.000000 to -49778160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (30215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Entering Unmasked Estep 
Score: -2906384.750000 Penalty: 1676.365234
	Iteration 0F: 2 clusters Score -2906385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2885925.750000 Penalty: 3352.730469
	Iteration 0F: 3 clusters Score -2885926 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2893721.500000 Penalty: 3352.730469
	Iteration 1F: 3 clusters Score -2893722 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2894285.750000 Penalty: 3352.730469
	Iteration 2Q: 3 clusters Score -2894286 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2895010.500000 Penalty: 3352.730469
	Iteration 3F: 3 clusters Score -2895010 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2895877.000000 Penalty: 3352.730469
	Iteration 4F: 3 clusters Score -2895877 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2896968.750000 Penalty: 3352.730469
	Iteration 5F: 3 clusters Score -2896969 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2898239.500000 Penalty: 3352.730469
	Iteration 6F: 3 clusters Score -2898240 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2899566.000000 Penalty: 3352.730469
	Iteration 7F: 3 clusters Score -2899566 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2900697.500000 Penalty: 3352.730469
	Iteration 8F: 3 clusters Score -2900698 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2901623.750000 Penalty: 3352.730469
	Iteration 9Q: 3 clusters Score -2901624 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -2902376.250000 Penalty: 3352.730469
	Iteration 10Q: 3 clusters Score -2902376 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -2903022.000000 Penalty: 3352.730469
	Iteration 11Q: 3 clusters Score -2903022 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2903531.000000 Penalty: 3352.730469
	Iteration 12Q: 3 clusters Score -2903531 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -2903882.750000 Penalty: 3352.730469
	Iteration 13Q: 3 clusters Score -2903883 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2904153.250000 Penalty: 3352.730469
	Iteration 14Q: 3 clusters Score -2904153 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -2904331.500000 Penalty: 3352.730469
	Iteration 15Q: 3 clusters Score -2904332 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -2904468.000000 Penalty: 3352.730469
	Iteration 16Q: 3 clusters Score -2904468 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -2904568.500000 Penalty: 3352.730469
	Iteration 17Q: 3 clusters Score -2904568 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -2904639.500000 Penalty: 3352.730469
	Iteration 18Q: 3 clusters Score -2904640 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -2904707.750000 Penalty: 3352.730469
	Iteration 19Q: 3 clusters Score -2904708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -2904764.250000 Penalty: 3352.730469
	Iteration 20F: 3 clusters Score -2904764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -2904813.000000 Penalty: 3352.730469
	Iteration 21Q: 3 clusters Score -2904813 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -2904854.750000 Penalty: 3352.730469
	Iteration 22Q: 3 clusters Score -2904855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -2904889.500000 Penalty: 3352.730469
	Iteration 23Q: 3 clusters Score -2904890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -2904921.250000 Penalty: 3352.730469
	Iteration 24Q: 3 clusters Score -2904921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -2904940.750000 Penalty: 3352.730469
	Iteration 25Q: 3 clusters Score -2904941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -2904963.750000 Penalty: 3352.730469
	Iteration 26Q: 3 clusters Score -2904964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -2904971.250000 Penalty: 3352.730469
	Iteration 27Q: 3 clusters Score -2904971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -2904980.250000 Penalty: 3352.730469
	Iteration 28Q: 3 clusters Score -2904980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -2904988.250000 Penalty: 3352.730469
	Iteration 29Q: 3 clusters Score -2904988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -2904990.750000 Penalty: 3352.730469
	Iteration 30Q: 3 clusters Score -2904991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -2904996.250000 Penalty: 3352.730469
	Iteration 31Q: 3 clusters Score -2904996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -2905002.000000 Penalty: 3352.730469
	Iteration 32Q: 3 clusters Score -2905002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -2905003.250000 Penalty: 3352.730469
	Iteration 33Q: 3 clusters Score -2905003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -2905005.750000 Penalty: 3352.730469
	Iteration 34Q: 3 clusters Score -2905006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -2905009.250000 Penalty: 3352.730469
	Iteration 35Q: 3 clusters Score -2905009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -2905010.250000 Penalty: 3352.730469
	Iteration 36Q: 3 clusters Score -2905010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2905010.250000 Penalty: 3352.730469
	Iteration 37Q: 3 clusters Score -2905010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -2905008.750000 Penalty: 3352.730469
	Iteration 38Q: 3 clusters Score -2905009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -2905012.750000 Penalty: 3352.730469
	Iteration 39Q: 3 clusters Score -2905013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -2905015.500000 Penalty: 3352.730469
	Iteration 40F: 3 clusters Score -2905016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (21942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Entering Unmasked Estep 
Score: -2047300.750000 Penalty: 1624.375610
	Iteration 0F: 2 clusters Score -2047301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2032424.500000 Penalty: 3248.751221
	Iteration 0F: 3 clusters Score -2032424 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2037776.500000 Penalty: 3248.751221
	Iteration 1F: 3 clusters Score -2037776 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2038062.375000 Penalty: 3248.751221
	Iteration 2Q: 3 clusters Score -2038062 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2038303.375000 Penalty: 3248.751221
	Iteration 3Q: 3 clusters Score -2038303 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2038535.000000 Penalty: 3248.751221
	Iteration 4Q: 3 clusters Score -2038535 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2038737.125000 Penalty: 3248.751221
	Iteration 5Q: 3 clusters Score -2038737 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2038957.125000 Penalty: 3248.751221
	Iteration 6Q: 3 clusters Score -2038957 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2039218.250000 Penalty: 3248.751221
	Iteration 7Q: 3 clusters Score -2039218 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2039535.000000 Penalty: 3248.751221
	Iteration 8Q: 3 clusters Score -2039535 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2039915.000000 Penalty: 3248.751221
	Iteration 9Q: 3 clusters Score -2039915 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2040379.500000 Penalty: 3248.751221
	Iteration 10Q: 3 clusters Score -2040380 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2040992.375000 Penalty: 3248.751221
	Iteration 11Q: 3 clusters Score -2040992 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2041746.125000 Penalty: 3248.751221
	Iteration 12Q: 3 clusters Score -2041746 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2042517.500000 Penalty: 3248.751221
	Iteration 13Q: 3 clusters Score -2042518 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2043293.000000 Penalty: 3248.751221
	Iteration 14Q: 3 clusters Score -2043293 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2043915.875000 Penalty: 3248.751221
	Iteration 15Q: 3 clusters Score -2043916 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2044352.625000 Penalty: 3248.751221
	Iteration 16Q: 3 clusters Score -2044353 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2044660.250000 Penalty: 3248.751221
	Iteration 17Q: 3 clusters Score -2044660 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2044889.250000 Penalty: 3248.751221
	Iteration 18Q: 3 clusters Score -2044889 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2045138.000000 Penalty: 3248.751221
	Iteration 19Q: 3 clusters Score -2045138 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2045324.750000 Penalty: 3248.751221
	Iteration 20F: 3 clusters Score -2045325 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2045457.875000 Penalty: 3248.751221
	Iteration 21Q: 3 clusters Score -2045458 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2045551.125000 Penalty: 3248.751221
	Iteration 22Q: 3 clusters Score -2045551 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2045626.125000 Penalty: 3248.751221
	Iteration 23Q: 3 clusters Score -2045626 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2045690.625000 Penalty: 3248.751221
	Iteration 24Q: 3 clusters Score -2045691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2045734.000000 Penalty: 3248.751221
	Iteration 25Q: 3 clusters Score -2045734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2045775.500000 Penalty: 3248.751221
	Iteration 26Q: 3 clusters Score -2045776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2045803.000000 Penalty: 3248.751221
	Iteration 27Q: 3 clusters Score -2045803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2045820.000000 Penalty: 3248.751221
	Iteration 28Q: 3 clusters Score -2045820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2045836.875000 Penalty: 3248.751221
	Iteration 29Q: 3 clusters Score -2045837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2045852.375000 Penalty: 3248.751221
	Iteration 30Q: 3 clusters Score -2045852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2045860.500000 Penalty: 3248.751221
	Iteration 31Q: 3 clusters Score -2045860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2045871.625000 Penalty: 3248.751221
	Iteration 32Q: 3 clusters Score -2045872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2045876.375000 Penalty: 3248.751221
	Iteration 33Q: 3 clusters Score -2045876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2045880.250000 Penalty: 3248.751221
	Iteration 34Q: 3 clusters Score -2045880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2045880.125000 Penalty: 3248.751221
	Iteration 35Q: 3 clusters Score -2045880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2045882.375000 Penalty: 3248.751221
	Iteration 36Q: 3 clusters Score -2045882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2045883.875000 Penalty: 3248.751221
	Iteration 37Q: 3 clusters Score -2045884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2045890.250000 Penalty: 3248.751221
	Iteration 38Q: 3 clusters Score -2045890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2045890.625000 Penalty: 3248.751221
	Iteration 39Q: 3 clusters Score -2045891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2045889.875000 Penalty: 3248.751221
	Iteration 40F: 3 clusters Score -2045890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2045888.875000 Penalty: 3248.751221
	Iteration 41Q: 3 clusters Score -2045889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2045893.125000 Penalty: 3248.751221
	Iteration 42Q: 3 clusters Score -2045893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2045892.875000 Penalty: 3248.751221
	Iteration 43Q: 3 clusters Score -2045893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2045894.500000 Penalty: 3248.751221
	Iteration 44Q: 3 clusters Score -2045894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2045893.500000 Penalty: 3248.751221
	Iteration 45Q: 3 clusters Score -2045894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2045892.750000 Penalty: 3248.751221
	Iteration 46Q: 3 clusters Score -2045893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2045899.875000 Penalty: 3248.751221
	Iteration 47Q: 3 clusters Score -2045900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2045903.375000 Penalty: 3248.751221
	Iteration 48Q: 3 clusters Score -2045903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2045904.500000 Penalty: 3248.751221
	Iteration 49Q: 3 clusters Score -2045904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2045906.750000 Penalty: 3248.751221
	Iteration 50Q: 3 clusters Score -2045907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2045910.500000 Penalty: 3248.751221
	Iteration 51Q: 3 clusters Score -2045910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2045909.625000 Penalty: 3248.751221
	Iteration 52Q: 3 clusters Score -2045910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2045909.875000 Penalty: 3248.751221
	Iteration 53Q: 3 clusters Score -2045910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2045909.000000 Penalty: 3248.751221
	Iteration 54Q: 3 clusters Score -2045909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2045909.000000 Penalty: 3248.751221
	Iteration 55F: 3 clusters Score -2045909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -135392.390625 Penalty: 1191.934570
	Iteration 0F: 2 clusters Score -135392.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133606.703125 Penalty: 2383.869141
	Iteration 0F: 3 clusters Score -133606.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133947.500000 Penalty: 2383.869141
	Iteration 1F: 3 clusters Score -133947.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -134055.453125 Penalty: 2383.869141
	Iteration 2F: 3 clusters Score -134055.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -134107.765625 Penalty: 2383.869141
	Iteration 3Q: 3 clusters Score -134107.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134155.609375 Penalty: 2383.869141
	Iteration 4Q: 3 clusters Score -134155.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134203.093750 Penalty: 2383.869141
	Iteration 5Q: 3 clusters Score -134203.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134245.437500 Penalty: 2383.869141
	Iteration 6Q: 3 clusters Score -134245.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134276.906250 Penalty: 2383.869141
	Iteration 7Q: 3 clusters Score -134276.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -134293.968750 Penalty: 2383.869141
	Iteration 8Q: 3 clusters Score -134294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134314.140625 Penalty: 2383.869141
	Iteration 9Q: 3 clusters Score -134314.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134331.921875 Penalty: 2383.869141
	Iteration 10Q: 3 clusters Score -134331.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134346.968750 Penalty: 2383.869141
	Iteration 11Q: 3 clusters Score -134347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -134371.015625 Penalty: 2383.869141
	Iteration 12Q: 3 clusters Score -134371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134422.515625 Penalty: 2383.869141
	Iteration 13Q: 3 clusters Score -134422.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134464.578125 Penalty: 2383.869141
	Iteration 14Q: 3 clusters Score -134464.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134488.812500 Penalty: 2383.869141
	Iteration 15Q: 3 clusters Score -134488.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134502.781250 Penalty: 2383.869141
	Iteration 16Q: 3 clusters Score -134502.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -134517.078125 Penalty: 2383.869141
	Iteration 17Q: 3 clusters Score -134517.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -134527.359375 Penalty: 2383.869141
	Iteration 18Q: 3 clusters Score -134527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -134534.656250 Penalty: 2383.869141
	Iteration 19Q: 3 clusters Score -134534.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134542.609375 Penalty: 2383.869141
	Iteration 20F: 3 clusters Score -134542.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134547.953125 Penalty: 2383.869141
	Iteration 21Q: 3 clusters Score -134548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134552.484375 Penalty: 2383.869141
	Iteration 22Q: 3 clusters Score -134552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134557.265625 Penalty: 2383.869141
	Iteration 23Q: 3 clusters Score -134557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134561.781250 Penalty: 2383.869141
	Iteration 24Q: 3 clusters Score -134561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134565.578125 Penalty: 2383.869141
	Iteration 25Q: 3 clusters Score -134565.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134570.187500 Penalty: 2383.869141
	Iteration 26Q: 3 clusters Score -134570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134571.359375 Penalty: 2383.869141
	Iteration 27Q: 3 clusters Score -134571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134573.437500 Penalty: 2383.869141
	Iteration 28Q: 3 clusters Score -134573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134578.453125 Penalty: 2383.869141
	Iteration 29Q: 3 clusters Score -134578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134581.437500 Penalty: 2383.869141
	Iteration 30Q: 3 clusters Score -134581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134584.000000 Penalty: 2383.869141
	Iteration 31Q: 3 clusters Score -134584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134584.375000 Penalty: 2383.869141
	Iteration 32Q: 3 clusters Score -134584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134584.906250 Penalty: 2383.869141
	Iteration 33Q: 3 clusters Score -134584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134584.906250 Penalty: 2383.869141
	Iteration 34F: 3 clusters Score -134584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Entering Unmasked Estep 
Score: -2860468.750000 Penalty: 1670.411499
	Iteration 0F: 2 clusters Score -2860469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2843260.000000 Penalty: 3340.822998
	Iteration 0F: 3 clusters Score -2843260 nChanged 13288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2850890.000000 Penalty: 3340.822998
	Iteration 1F: 3 clusters Score -2850890 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2851772.000000 Penalty: 3340.822998
	Iteration 2F: 3 clusters Score -2851772 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2853052.750000 Penalty: 3340.822998
	Iteration 3F: 3 clusters Score -2853053 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2854925.000000 Penalty: 3340.822998
	Iteration 4F: 3 clusters Score -2854925 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2857226.000000 Penalty: 3340.822998
	Iteration 5F: 3 clusters Score -2857226 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2859251.750000 Penalty: 3340.822998
	Iteration 6F: 3 clusters Score -2859252 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2860253.000000 Penalty: 3340.822998
	Iteration 7Q: 3 clusters Score -2860253 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2860527.750000 Penalty: 3340.822998
	Iteration 8Q: 3 clusters Score -2860528 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2860490.000000 Penalty: 3340.822998
	Iteration 9Q: 3 clusters Score -2860490 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2860362.750000 Penalty: 3340.822998
	Iteration 10Q: 3 clusters Score -2860363 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2860185.500000 Penalty: 3340.822998
	Iteration 11Q: 3 clusters Score -2860186 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -2859999.000000 Penalty: 3340.822998
	Iteration 12Q: 3 clusters Score -2859999 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2859795.250000 Penalty: 3340.822998
	Iteration 13Q: 3 clusters Score -2859795 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -2859567.500000 Penalty: 3340.822998
	Iteration 14Q: 3 clusters Score -2859568 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -2859423.750000 Penalty: 3340.822998
	Iteration 15Q: 3 clusters Score -2859424 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -2859324.250000 Penalty: 3340.822998
	Iteration 16Q: 3 clusters Score -2859324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -2859280.000000 Penalty: 3340.822998
	Iteration 17Q: 3 clusters Score -2859280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2859261.250000 Penalty: 3340.822998
	Iteration 18Q: 3 clusters Score -2859261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -2859235.250000 Penalty: 3340.822998
	Iteration 19Q: 3 clusters Score -2859235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -2859333.750000 Penalty: 3340.822998
	Iteration 20F: 3 clusters Score -2859334 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -2859255.750000 Penalty: 3340.822998
	Iteration 21Q: 3 clusters Score -2859256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -2859194.250000 Penalty: 3340.822998
	Iteration 22Q: 3 clusters Score -2859194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -2859177.250000 Penalty: 3340.822998
	Iteration 23Q: 3 clusters Score -2859177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -2859176.750000 Penalty: 3340.822998
	Iteration 24Q: 3 clusters Score -2859177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -2859173.750000 Penalty: 3340.822998
	Iteration 25Q: 3 clusters Score -2859174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -2859165.250000 Penalty: 3340.822998
	Iteration 26Q: 3 clusters Score -2859165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -2859177.000000 Penalty: 3340.822998
	Iteration 27Q: 3 clusters Score -2859177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -2859177.750000 Penalty: 3340.822998
	Iteration 28Q: 3 clusters Score -2859178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -2859177.750000 Penalty: 3340.822998
	Iteration 29F: 3 clusters Score -2859178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -302793.281250 Penalty: 1315.930664
	Iteration 0F: 2 clusters Score -302793.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -299859.968750 Penalty: 2631.861328
	Iteration 0F: 3 clusters Score -299860 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -300577.937500 Penalty: 2631.861328
	Iteration 1F: 3 clusters Score -300577.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -300715.031250 Penalty: 2631.861328
	Iteration 2F: 3 clusters Score -300715 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -300795.781250 Penalty: 2631.861328
	Iteration 3Q: 3 clusters Score -300795.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -300873.125000 Penalty: 2631.861328
	Iteration 4Q: 3 clusters Score -300873.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -300930.500000 Penalty: 2631.861328
	Iteration 5Q: 3 clusters Score -300930.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -300976.593750 Penalty: 2631.861328
	Iteration 6Q: 3 clusters Score -300976.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -301028.687500 Penalty: 2631.861328
	Iteration 7Q: 3 clusters Score -301028.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -301075.218750 Penalty: 2631.861328
	Iteration 8Q: 3 clusters Score -301075.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -301123.281250 Penalty: 2631.861328
	Iteration 9Q: 3 clusters Score -301123.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -301189.593750 Penalty: 2631.861328
	Iteration 10Q: 3 clusters Score -301189.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -301256.062500 Penalty: 2631.861328
	Iteration 11Q: 3 clusters Score -301256.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -301305.937500 Penalty: 2631.861328
	Iteration 12Q: 3 clusters Score -301305.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -301366.406250 Penalty: 2631.861328
	Iteration 13Q: 3 clusters Score -301366.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -301419.093750 Penalty: 2631.861328
	Iteration 14Q: 3 clusters Score -301419.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -301464.531250 Penalty: 2631.861328
	Iteration 15Q: 3 clusters Score -301464.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -301504.531250 Penalty: 2631.861328
	Iteration 16Q: 3 clusters Score -301504.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -301533.125000 Penalty: 2631.861328
	Iteration 17Q: 3 clusters Score -301533.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -301550.093750 Penalty: 2631.861328
	Iteration 18Q: 3 clusters Score -301550.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -301573.125000 Penalty: 2631.861328
	Iteration 19Q: 3 clusters Score -301573.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -301593.500000 Penalty: 2631.861328
	Iteration 20F: 3 clusters Score -301593.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -301618.375000 Penalty: 2631.861328
	Iteration 21Q: 3 clusters Score -301618.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -301653.937500 Penalty: 2631.861328
	Iteration 22Q: 3 clusters Score -301653.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -301689.187500 Penalty: 2631.861328
	Iteration 23Q: 3 clusters Score -301689.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -301735.125000 Penalty: 2631.861328
	Iteration 24Q: 3 clusters Score -301735.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -301782.187500 Penalty: 2631.861328
	Iteration 25Q: 3 clusters Score -301782.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -301822.593750 Penalty: 2631.861328
	Iteration 26Q: 3 clusters Score -301822.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -301863.187500 Penalty: 2631.861328
	Iteration 27Q: 3 clusters Score -301863.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -301915.937500 Penalty: 2631.861328
	Iteration 28Q: 3 clusters Score -301915.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -301968.218750 Penalty: 2631.861328
	Iteration 29Q: 3 clusters Score -301968.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -302010.218750 Penalty: 2631.861328
	Iteration 30Q: 3 clusters Score -302010.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -302042.156250 Penalty: 2631.861328
	Iteration 31Q: 3 clusters Score -302042.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -302067.875000 Penalty: 2631.861328
	Iteration 32Q: 3 clusters Score -302067.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -302080.218750 Penalty: 2631.861328
	Iteration 33Q: 3 clusters Score -302080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -302086.781250 Penalty: 2631.861328
	Iteration 34Q: 3 clusters Score -302086.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -302093.718750 Penalty: 2631.861328
	Iteration 35Q: 3 clusters Score -302093.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -302100.156250 Penalty: 2631.861328
	Iteration 36Q: 3 clusters Score -302100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -302106.656250 Penalty: 2631.861328
	Iteration 37Q: 3 clusters Score -302106.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -302111.250000 Penalty: 2631.861328
	Iteration 38Q: 3 clusters Score -302111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -302112.718750 Penalty: 2631.861328
	Iteration 39Q: 3 clusters Score -302112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -302117.750000 Penalty: 2631.861328
	Iteration 40F: 3 clusters Score -302117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -302120.843750 Penalty: 2631.861328
	Iteration 41Q: 3 clusters Score -302120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -302123.093750 Penalty: 2631.861328
	Iteration 42Q: 3 clusters Score -302123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -302123.593750 Penalty: 2631.861328
	Iteration 43Q: 3 clusters Score -302123.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -302123.593750 Penalty: 2631.861328
	Iteration 44F: 3 clusters Score -302123.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -122485.117188 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -122485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -120827.859375 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -120827.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -121263.601562 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -121263.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -121463.304688 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -121463.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -121593.406250 Penalty: 2348.754150
	Iteration 3F: 3 clusters Score -121593.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -121685.570312 Penalty: 2348.754150
	Iteration 4F: 3 clusters Score -121685.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -121761.953125 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -121762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -121812.445312 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -121812.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -121855.687500 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -121855.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -121893.351562 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -121893.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -121921.273438 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -121921.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -121941.085938 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -121941.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -121958.523438 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -121958.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -121979.203125 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -121979.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -121996.148438 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -121996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -122004.812500 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -122004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -122013.437500 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -122013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -122028.296875 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -122028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -122033.390625 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -122033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -122035.531250 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -122035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -122036.562500 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -122036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -122037.187500 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -122037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -122040.312500 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -122040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -122041.679688 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -122041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -122041.835938 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -122041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -122041.835938 Penalty: 2348.754150
	Iteration 24F: 3 clusters Score -122041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -131128.890625 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -131128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129397.421875 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -129397.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129722.367188 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -129722.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -129794.843750 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -129794.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129844.390625 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -129844.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -129875.921875 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -129875.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129892.390625 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -129892.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -129907.648438 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -129907.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -129915.976562 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -129916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -129928.976562 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -129929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -129942.585938 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -129942.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -129952.523438 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -129952.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -129962.234375 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -129962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -129970.898438 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -129970.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -129978.296875 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -129978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -129986.632812 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -129986.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -129997.695312 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -129997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -130004.992188 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -130005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -130010.882812 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -130010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -130014.593750 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -130014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -130015.414062 Penalty: 2362.851562
	Iteration 19Q: 3 clusters Score -130015.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -130015.414062 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -130015.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (31423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Entering Unmasked Estep 
Score: -3101009.250000 Penalty: 1682.735474
	Iteration 0F: 2 clusters Score -3101009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3081180.000000 Penalty: 3365.470947
	Iteration 0F: 3 clusters Score -3081180 nChanged 14455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3089275.250000 Penalty: 3365.470947
	Iteration 1F: 3 clusters Score -3089275 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3089615.250000 Penalty: 3365.470947
	Iteration 2Q: 3 clusters Score -3089615 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3090032.750000 Penalty: 3365.470947
	Iteration 3Q: 3 clusters Score -3090033 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3090559.000000 Penalty: 3365.470947
	Iteration 4Q: 3 clusters Score -3090559 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3091346.000000 Penalty: 3365.470947
	Iteration 5Q: 3 clusters Score -3091346 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3092360.500000 Penalty: 3365.470947
	Iteration 6F: 3 clusters Score -3092360 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3093575.500000 Penalty: 3365.470947
	Iteration 7F: 3 clusters Score -3093576 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3094905.250000 Penalty: 3365.470947
	Iteration 8F: 3 clusters Score -3094905 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3096008.000000 Penalty: 3365.470947
	Iteration 9Q: 3 clusters Score -3096008 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3096742.250000 Penalty: 3365.470947
	Iteration 10Q: 3 clusters Score -3096742 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3097129.750000 Penalty: 3365.470947
	Iteration 11Q: 3 clusters Score -3097130 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3097478.000000 Penalty: 3365.470947
	Iteration 12Q: 3 clusters Score -3097478 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3097687.500000 Penalty: 3365.470947
	Iteration 13Q: 3 clusters Score -3097688 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3097861.500000 Penalty: 3365.470947
	Iteration 14Q: 3 clusters Score -3097862 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3097973.250000 Penalty: 3365.470947
	Iteration 15Q: 3 clusters Score -3097973 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3098052.500000 Penalty: 3365.470947
	Iteration 16Q: 3 clusters Score -3098052 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3098128.750000 Penalty: 3365.470947
	Iteration 17Q: 3 clusters Score -3098129 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3098190.750000 Penalty: 3365.470947
	Iteration 18Q: 3 clusters Score -3098191 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3098238.500000 Penalty: 3365.470947
	Iteration 19Q: 3 clusters Score -3098238 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3098290.500000 Penalty: 3365.470947
	Iteration 20F: 3 clusters Score -3098290 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3098324.750000 Penalty: 3365.470947
	Iteration 21Q: 3 clusters Score -3098325 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3098358.250000 Penalty: 3365.470947
	Iteration 22Q: 3 clusters Score -3098358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3098388.000000 Penalty: 3365.470947
	Iteration 23Q: 3 clusters Score -3098388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3098409.250000 Penalty: 3365.470947
	Iteration 24Q: 3 clusters Score -3098409 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3098428.250000 Penalty: 3365.470947
	Iteration 25Q: 3 clusters Score -3098428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3098443.500000 Penalty: 3365.470947
	Iteration 26Q: 3 clusters Score -3098444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3098453.500000 Penalty: 3365.470947
	Iteration 27Q: 3 clusters Score -3098454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3098469.750000 Penalty: 3365.470947
	Iteration 28Q: 3 clusters Score -3098470 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3098469.750000 Penalty: 3365.470947
	Iteration 29Q: 3 clusters Score -3098470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3098478.000000 Penalty: 3365.470947
	Iteration 30Q: 3 clusters Score -3098478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3098476.250000 Penalty: 3365.470947
	Iteration 31Q: 3 clusters Score -3098476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3098491.750000 Penalty: 3365.470947
	Iteration 32Q: 3 clusters Score -3098492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -3098483.750000 Penalty: 3365.470947
	Iteration 33Q: 3 clusters Score -3098484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3098489.750000 Penalty: 3365.470947
	Iteration 34Q: 3 clusters Score -3098490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3098486.750000 Penalty: 3365.470947
	Iteration 35Q: 3 clusters Score -3098487 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3098495.000000 Penalty: 3365.470947
	Iteration 36Q: 3 clusters Score -3098495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3098497.250000 Penalty: 3365.470947
	Iteration 37Q: 3 clusters Score -3098497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3098502.750000 Penalty: 3365.470947
	Iteration 38Q: 3 clusters Score -3098503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3098488.750000 Penalty: 3365.470947
	Iteration 39Q: 3 clusters Score -3098489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3098492.500000 Penalty: 3365.470947
	Iteration 40F: 3 clusters Score -3098492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3098492.250000 Penalty: 3365.470947
	Iteration 41Q: 3 clusters Score -3098492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3098492.750000 Penalty: 3365.470947
	Iteration 42Q: 3 clusters Score -3098493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3098482.000000 Penalty: 3365.470947
	Iteration 43Q: 3 clusters Score -3098482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3098484.000000 Penalty: 3365.470947
	Iteration 44Q: 3 clusters Score -3098484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3098470.250000 Penalty: 3365.470947
	Iteration 45Q: 3 clusters Score -3098470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -3098460.250000 Penalty: 3365.470947
	Iteration 46Q: 3 clusters Score -3098460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3098451.500000 Penalty: 3365.470947
	Iteration 47Q: 3 clusters Score -3098452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3098464.250000 Penalty: 3365.470947
	Iteration 48Q: 3 clusters Score -3098464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3098464.500000 Penalty: 3365.470947
	Iteration 49Q: 3 clusters Score -3098464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3098472.250000 Penalty: 3365.470947
	Iteration 50Q: 3 clusters Score -3098472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3098483.250000 Penalty: 3365.470947
	Iteration 51Q: 3 clusters Score -3098483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3098484.750000 Penalty: 3365.470947
	Iteration 52Q: 3 clusters Score -3098485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3098483.500000 Penalty: 3365.470947
	Iteration 53Q: 3 clusters Score -3098484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3098485.000000 Penalty: 3365.470947
	Iteration 54Q: 3 clusters Score -3098485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3098488.250000 Penalty: 3365.470947
	Iteration 55Q: 3 clusters Score -3098488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3098490.250000 Penalty: 3365.470947
	Iteration 56Q: 3 clusters Score -3098490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3098490.750000 Penalty: 3365.470947
	Iteration 57Q: 3 clusters Score -3098491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3098489.250000 Penalty: 3365.470947
	Iteration 58Q: 3 clusters Score -3098489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3098492.500000 Penalty: 3365.470947
	Iteration 59Q: 3 clusters Score -3098492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3098494.750000 Penalty: 3365.470947
	Iteration 60F: 3 clusters Score -3098495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3098494.000000 Penalty: 3365.470947
	Iteration 61Q: 3 clusters Score -3098494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3098489.000000 Penalty: 3365.470947
	Iteration 62Q: 3 clusters Score -3098489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3098494.250000 Penalty: 3365.470947
	Iteration 63Q: 3 clusters Score -3098494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3098497.000000 Penalty: 3365.470947
	Iteration 64Q: 3 clusters Score -3098497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3098500.500000 Penalty: 3365.470947
	Iteration 65Q: 3 clusters Score -3098500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3098497.000000 Penalty: 3365.470947
	Iteration 66Q: 3 clusters Score -3098497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3098498.750000 Penalty: 3365.470947
	Iteration 67Q: 3 clusters Score -3098499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3098496.500000 Penalty: 3365.470947
	Iteration 68Q: 3 clusters Score -3098496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3098496.500000 Penalty: 3365.470947
	Iteration 69Q: 3 clusters Score -3098496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3098497.500000 Penalty: 3365.470947
	Iteration 70Q: 3 clusters Score -3098498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3098498.000000 Penalty: 3365.470947
	Iteration 71Q: 3 clusters Score -3098498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3098498.000000 Penalty: 3365.470947
	Iteration 72F: 3 clusters Score -3098498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -460248.187500 Penalty: 1379.796387
	Iteration 0F: 2 clusters Score -460248.2 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 2418 members 
Entering Unmasked Estep 
Score: -456337.500000 Penalty: 2759.592773
	Iteration 0F: 3 clusters Score -456337.5 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -457409.968750 Penalty: 2759.592773
	Iteration 1F: 3 clusters Score -457410 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -457570.531250 Penalty: 2759.592773
	Iteration 2F: 3 clusters Score -457570.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -457676.156250 Penalty: 2759.592773
	Iteration 3Q: 3 clusters Score -457676.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -457775.343750 Penalty: 2759.592773
	Iteration 4Q: 3 clusters Score -457775.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -457839.468750 Penalty: 2759.592773
	Iteration 5Q: 3 clusters Score -457839.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -457889.500000 Penalty: 2759.592773
	Iteration 6Q: 3 clusters Score -457889.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -457935.281250 Penalty: 2759.592773
	Iteration 7Q: 3 clusters Score -457935.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -457973.375000 Penalty: 2759.592773
	Iteration 8Q: 3 clusters Score -457973.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -458008.812500 Penalty: 2759.592773
	Iteration 9Q: 3 clusters Score -458008.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -458047.468750 Penalty: 2759.592773
	Iteration 10Q: 3 clusters Score -458047.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -458078.468750 Penalty: 2759.592773
	Iteration 11Q: 3 clusters Score -458078.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -458106.906250 Penalty: 2759.592773
	Iteration 12Q: 3 clusters Score -458106.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -458145.281250 Penalty: 2759.592773
	Iteration 13Q: 3 clusters Score -458145.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -458180.843750 Penalty: 2759.592773
	Iteration 14Q: 3 clusters Score -458180.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -458214.906250 Penalty: 2759.592773
	Iteration 15Q: 3 clusters Score -458214.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -458249.906250 Penalty: 2759.592773
	Iteration 16Q: 3 clusters Score -458249.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -458275.125000 Penalty: 2759.592773
	Iteration 17Q: 3 clusters Score -458275.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -458296.406250 Penalty: 2759.592773
	Iteration 18Q: 3 clusters Score -458296.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -458317.687500 Penalty: 2759.592773
	Iteration 19Q: 3 clusters Score -458317.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -458343.031250 Penalty: 2759.592773
	Iteration 20F: 3 clusters Score -458343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -458364.375000 Penalty: 2759.592773
	Iteration 21Q: 3 clusters Score -458364.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -458386.843750 Penalty: 2759.592773
	Iteration 22Q: 3 clusters Score -458386.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -458412.218750 Penalty: 2759.592773
	Iteration 23Q: 3 clusters Score -458412.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -458436.781250 Penalty: 2759.592773
	Iteration 24Q: 3 clusters Score -458436.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -458459.218750 Penalty: 2759.592773
	Iteration 25Q: 3 clusters Score -458459.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -458482.843750 Penalty: 2759.592773
	Iteration 26Q: 3 clusters Score -458482.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -458511.031250 Penalty: 2759.592773
	Iteration 27Q: 3 clusters Score -458511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -458530.531250 Penalty: 2759.592773
	Iteration 28Q: 3 clusters Score -458530.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -458546.218750 Penalty: 2759.592773
	Iteration 29Q: 3 clusters Score -458546.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -458562.250000 Penalty: 2759.592773
	Iteration 30Q: 3 clusters Score -458562.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -458578.375000 Penalty: 2759.592773
	Iteration 31Q: 3 clusters Score -458578.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -458593.531250 Penalty: 2759.592773
	Iteration 32Q: 3 clusters Score -458593.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -458607.093750 Penalty: 2759.592773
	Iteration 33Q: 3 clusters Score -458607.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -458620.156250 Penalty: 2759.592773
	Iteration 34Q: 3 clusters Score -458620.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -458630.718750 Penalty: 2759.592773
	Iteration 35Q: 3 clusters Score -458630.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -458640.750000 Penalty: 2759.592773
	Iteration 36Q: 3 clusters Score -458640.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -458649.156250 Penalty: 2759.592773
	Iteration 37Q: 3 clusters Score -458649.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -458656.281250 Penalty: 2759.592773
	Iteration 38Q: 3 clusters Score -458656.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -458667.687500 Penalty: 2759.592773
	Iteration 39Q: 3 clusters Score -458667.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -458686.125000 Penalty: 2759.592773
	Iteration 40F: 3 clusters Score -458686.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -458699.687500 Penalty: 2759.592773
	Iteration 41Q: 3 clusters Score -458699.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -458712.062500 Penalty: 2759.592773
	Iteration 42Q: 3 clusters Score -458712.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -458724.062500 Penalty: 2759.592773
	Iteration 43Q: 3 clusters Score -458724.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -458732.406250 Penalty: 2759.592773
	Iteration 44Q: 3 clusters Score -458732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -458739.781250 Penalty: 2759.592773
	Iteration 45Q: 3 clusters Score -458739.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -458749.000000 Penalty: 2759.592773
	Iteration 46Q: 3 clusters Score -458749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -458754.656250 Penalty: 2759.592773
	Iteration 47Q: 3 clusters Score -458754.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -458759.968750 Penalty: 2759.592773
	Iteration 48Q: 3 clusters Score -458760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -458763.906250 Penalty: 2759.592773
	Iteration 49Q: 3 clusters Score -458763.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -458767.125000 Penalty: 2759.592773
	Iteration 50Q: 3 clusters Score -458767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -458770.406250 Penalty: 2759.592773
	Iteration 51Q: 3 clusters Score -458770.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -458774.906250 Penalty: 2759.592773
	Iteration 52Q: 3 clusters Score -458774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -458779.968750 Penalty: 2759.592773
	Iteration 53Q: 3 clusters Score -458780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -458784.062500 Penalty: 2759.592773
	Iteration 54Q: 3 clusters Score -458784.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -458786.875000 Penalty: 2759.592773
	Iteration 55Q: 3 clusters Score -458786.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -458788.156250 Penalty: 2759.592773
	Iteration 56Q: 3 clusters Score -458788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -458787.906250 Penalty: 2759.592773
	Iteration 57Q: 3 clusters Score -458787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -458788.468750 Penalty: 2759.592773
	Iteration 58Q: 3 clusters Score -458788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -458788.468750 Penalty: 2759.592773
	Iteration 59F: 3 clusters Score -458788.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Entering Unmasked Estep 
Score: -687096.750000 Penalty: 1448.057861
	Iteration 0F: 2 clusters Score -687096.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -681663.250000 Penalty: 2896.115723
	Iteration 0F: 3 clusters Score -681663.2 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -683467.437500 Penalty: 2896.115723
	Iteration 1F: 3 clusters Score -683467.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -683890.000000 Penalty: 2896.115723
	Iteration 2F: 3 clusters Score -683890 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -684295.875000 Penalty: 2896.115723
	Iteration 3F: 3 clusters Score -684295.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -684710.937500 Penalty: 2896.115723
	Iteration 4F: 3 clusters Score -684710.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -685105.375000 Penalty: 2896.115723
	Iteration 5F: 3 clusters Score -685105.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -685453.875000 Penalty: 2896.115723
	Iteration 6F: 3 clusters Score -685453.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -685735.375000 Penalty: 2896.115723
	Iteration 7F: 3 clusters Score -685735.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -685914.125000 Penalty: 2896.115723
	Iteration 8Q: 3 clusters Score -685914.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -686056.500000 Penalty: 2896.115723
	Iteration 9Q: 3 clusters Score -686056.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -686180.562500 Penalty: 2896.115723
	Iteration 10Q: 3 clusters Score -686180.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -686261.812500 Penalty: 2896.115723
	Iteration 11Q: 3 clusters Score -686261.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -686305.000000 Penalty: 2896.115723
	Iteration 12Q: 3 clusters Score -686305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -686327.750000 Penalty: 2896.115723
	Iteration 13Q: 3 clusters Score -686327.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -686345.562500 Penalty: 2896.115723
	Iteration 14Q: 3 clusters Score -686345.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -686358.125000 Penalty: 2896.115723
	Iteration 15Q: 3 clusters Score -686358.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -686374.250000 Penalty: 2896.115723
	Iteration 16Q: 3 clusters Score -686374.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -686386.750000 Penalty: 2896.115723
	Iteration 17Q: 3 clusters Score -686386.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -686396.437500 Penalty: 2896.115723
	Iteration 18Q: 3 clusters Score -686396.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -686408.000000 Penalty: 2896.115723
	Iteration 19Q: 3 clusters Score -686408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -686414.375000 Penalty: 2896.115723
	Iteration 20F: 3 clusters Score -686414.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -686420.625000 Penalty: 2896.115723
	Iteration 21Q: 3 clusters Score -686420.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -686425.937500 Penalty: 2896.115723
	Iteration 22Q: 3 clusters Score -686425.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -686428.750000 Penalty: 2896.115723
	Iteration 23Q: 3 clusters Score -686428.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -686435.875000 Penalty: 2896.115723
	Iteration 24Q: 3 clusters Score -686435.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -686439.125000 Penalty: 2896.115723
	Iteration 25Q: 3 clusters Score -686439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -686439.500000 Penalty: 2896.115723
	Iteration 26Q: 3 clusters Score -686439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -686439.437500 Penalty: 2896.115723
	Iteration 27Q: 3 clusters Score -686439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -686440.750000 Penalty: 2896.115723
	Iteration 28Q: 3 clusters Score -686440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -686441.375000 Penalty: 2896.115723
	Iteration 29Q: 3 clusters Score -686441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -686443.000000 Penalty: 2896.115723
	Iteration 30Q: 3 clusters Score -686443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -686441.375000 Penalty: 2896.115723
	Iteration 31Q: 3 clusters Score -686441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -686441.375000 Penalty: 2896.115723
	Iteration 32F: 3 clusters Score -686441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6655 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35538 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23529 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31749 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 5454 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 12469 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38917 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20516 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30215 members 
Mstep: Class 37 contains 21942 members 
Mstep: Class 38 contains 1533 members 
Mstep: Class 39 contains 29128 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31423 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 7414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778840.000000 Penalty: 96567.195312
Iteration 239Q: 46 clusters Score -4.977884e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 5 contains 35533 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31862 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6053 members 
Mstep: Class 21 contains 5444 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 12472 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38917 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20509 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30213 members 
Mstep: Class 37 contains 21941 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 29009 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31425 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778808.000000 Penalty: 96567.195312
Iteration 240F: 46 clusters Score -4.977881e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6687 members 
Mstep: Class 3 contains 38305 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 35536 members 
Mstep: Class 6 contains 40012 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23546 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 31966 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6053 members 
Mstep: Class 21 contains 5434 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 12476 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38921 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30211 members 
Mstep: Class 37 contains 21940 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 28896 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31428 members 
Mstep: Class 44 contains 4870 members 
Mstep: Class 45 contains 7412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778640.000000 Penalty: 96567.195312
Iteration 241Q: 46 clusters Score -4.977864e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6698 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5558 members 
Mstep: Class 5 contains 35547 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23552 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32067 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6049 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 12478 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38916 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20506 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30208 members 
Mstep: Class 37 contains 21943 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 28783 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31424 members 
Mstep: Class 44 contains 4868 members 
Mstep: Class 45 contains 7413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778588.000000 Penalty: 96567.195312
Iteration 242Q: 46 clusters Score -4.977859e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 38305 members 
Mstep: Class 4 contains 5558 members 
Mstep: Class 5 contains 35562 members 
Mstep: Class 6 contains 40010 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23560 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32160 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6050 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38914 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20516 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30208 members 
Mstep: Class 37 contains 21941 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 28671 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31416 members 
Mstep: Class 44 contains 4869 members 
Mstep: Class 45 contains 7417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778656.000000 Penalty: 96567.195312
Iteration 243Q: 46 clusters Score -4.977866e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5558 members 
Mstep: Class 5 contains 35565 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23564 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32264 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6050 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 12482 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38920 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20516 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30207 members 
Mstep: Class 37 contains 21952 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 28551 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31409 members 
Mstep: Class 44 contains 4870 members 
Mstep: Class 45 contains 7420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778632.000000 Penalty: 96567.195312
Iteration 244Q: 46 clusters Score -4.977863e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 38305 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35574 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23564 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32380 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6050 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 12482 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38923 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20520 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30206 members 
Mstep: Class 37 contains 21953 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 28423 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31408 members 
Mstep: Class 44 contains 4870 members 
Mstep: Class 45 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778676.000000 Penalty: 96567.195312
Iteration 245Q: 46 clusters Score -4.977868e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35578 members 
Mstep: Class 6 contains 40009 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23552 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32498 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6048 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6577 members 
Mstep: Class 24 contains 12482 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38916 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20524 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30204 members 
Mstep: Class 37 contains 21961 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 28310 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31406 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 7426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778648.000000 Penalty: 96567.195312
Iteration 246Q: 46 clusters Score -4.977865e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5558 members 
Mstep: Class 5 contains 35573 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23544 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32622 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6049 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12482 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38916 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20528 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30202 members 
Mstep: Class 37 contains 21967 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 28199 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31398 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778656.000000 Penalty: 96567.195312
Iteration 247Q: 46 clusters Score -4.977866e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 35578 members 
Mstep: Class 6 contains 40002 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23548 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32728 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6049 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38912 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20527 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30202 members 
Mstep: Class 37 contains 21966 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 28091 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31399 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778636.000000 Penalty: 96567.195312
Iteration 248Q: 46 clusters Score -4.977864e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35578 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32828 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6050 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38917 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20522 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30202 members 
Mstep: Class 37 contains 21970 members 
Mstep: Class 38 contains 1531 members 
Mstep: Class 39 contains 27996 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31395 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778580.000000 Penalty: 96567.195312
Iteration 249Q: 46 clusters Score -4.977858e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35570 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23536 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 32927 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38916 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20521 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30201 members 
Mstep: Class 37 contains 21975 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 27911 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31395 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778612.000000 Penalty: 96567.195312
Iteration 250Q: 46 clusters Score -4.977861e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35572 members 
Mstep: Class 6 contains 40003 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23537 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33010 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38912 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20522 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 21994 members 
Mstep: Class 38 contains 1529 members 
Mstep: Class 39 contains 27814 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31395 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778668.000000 Penalty: 96567.195312
Iteration 251Q: 46 clusters Score -4.977867e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35585 members 
Mstep: Class 6 contains 40002 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23535 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33098 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6046 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38908 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20519 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 21992 members 
Mstep: Class 38 contains 1529 members 
Mstep: Class 39 contains 27716 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31404 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778792.000000 Penalty: 96567.195312
Iteration 252Q: 46 clusters Score -4.977879e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 35582 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23530 members 
Mstep: Class 9 contains 24666 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33197 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38904 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20521 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30199 members 
Mstep: Class 37 contains 21996 members 
Mstep: Class 38 contains 1529 members 
Mstep: Class 39 contains 27622 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31406 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778776.000000 Penalty: 96567.195312
Iteration 253Q: 46 clusters Score -4.977878e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 35581 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23529 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33304 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38903 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20518 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30199 members 
Mstep: Class 37 contains 21999 members 
Mstep: Class 38 contains 1528 members 
Mstep: Class 39 contains 27524 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31403 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778816.000000 Penalty: 96567.195312
Iteration 254Q: 46 clusters Score -4.977882e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 38302 members 
Mstep: Class 4 contains 5562 members 
Mstep: Class 5 contains 35587 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23527 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33413 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12480 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38905 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20521 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 22003 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 27412 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31395 members 
Mstep: Class 44 contains 4874 members 
Mstep: Class 45 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778776.000000 Penalty: 96567.195312
Iteration 255Q: 46 clusters Score -4.977878e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 38303 members 
Mstep: Class 4 contains 5567 members 
Mstep: Class 5 contains 35586 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23523 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40780 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33518 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12479 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38903 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20517 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 22013 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 27308 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31392 members 
Mstep: Class 44 contains 4875 members 
Mstep: Class 45 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778732.000000 Penalty: 96567.195312
Iteration 256Q: 46 clusters Score -4.977873e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5569 members 
Mstep: Class 5 contains 35580 members 
Mstep: Class 6 contains 40007 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23517 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40780 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33611 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12480 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38901 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20520 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 22009 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 27232 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31384 members 
Mstep: Class 44 contains 4875 members 
Mstep: Class 45 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778752.000000 Penalty: 96567.195312
Iteration 257Q: 46 clusters Score -4.977875e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6737 members 
Mstep: Class 3 contains 38302 members 
Mstep: Class 4 contains 5574 members 
Mstep: Class 5 contains 35579 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23502 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40780 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33713 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12480 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38897 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20528 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 22007 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 27140 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31380 members 
Mstep: Class 44 contains 4877 members 
Mstep: Class 45 contains 7431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778732.000000 Penalty: 96567.195312
Iteration 258Q: 46 clusters Score -4.977873e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6737 members 
Mstep: Class 3 contains 38301 members 
Mstep: Class 4 contains 5576 members 
Mstep: Class 5 contains 35569 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23490 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40781 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33827 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38894 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20542 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 22013 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 27039 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31370 members 
Mstep: Class 44 contains 4878 members 
Mstep: Class 45 contains 7433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778852.000000 Penalty: 96567.195312
Iteration 259Q: 46 clusters Score -4.977885e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 38300 members 
Mstep: Class 4 contains 5579 members 
Mstep: Class 5 contains 35556 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23491 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 33928 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12480 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38891 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20550 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 22028 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 26932 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31364 members 
Mstep: Class 44 contains 4880 members 
Mstep: Class 45 contains 7434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778932.000000 Penalty: 96567.195312
Iteration 260F: 46 clusters Score -4.977893e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 38300 members 
Mstep: Class 4 contains 5578 members 
Mstep: Class 5 contains 35543 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23483 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 34040 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12479 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38886 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20556 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30199 members 
Mstep: Class 37 contains 22033 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 26834 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31365 members 
Mstep: Class 44 contains 4881 members 
Mstep: Class 45 contains 7437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779088.000000 Penalty: 96567.195312
Iteration 261Q: 46 clusters Score -4.977909e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 38299 members 
Mstep: Class 4 contains 5578 members 
Mstep: Class 5 contains 35523 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23470 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 34181 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12478 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38885 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20560 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30198 members 
Mstep: Class 37 contains 22043 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 26720 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31359 members 
Mstep: Class 44 contains 4880 members 
Mstep: Class 45 contains 7438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779412.000000 Penalty: 96567.195312
Iteration 262Q: 46 clusters Score -4.977941e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 38300 members 
Mstep: Class 4 contains 5579 members 
Mstep: Class 5 contains 35507 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23437 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 34411 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12478 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38885 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20567 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30196 members 
Mstep: Class 37 contains 22051 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 26531 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31348 members 
Mstep: Class 44 contains 4880 members 
Mstep: Class 45 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779912.000000 Penalty: 96567.195312
Iteration 263Q: 46 clusters Score -4.977991e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 38298 members 
Mstep: Class 4 contains 5581 members 
Mstep: Class 5 contains 35451 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23379 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40786 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 34804 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6024 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12478 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38885 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 20579 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30193 members 
Mstep: Class 37 contains 22072 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 26252 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31314 members 
Mstep: Class 44 contains 4879 members 
Mstep: Class 45 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780876.000000 Penalty: 96567.195312
Iteration 264Q: 46 clusters Score -4.978088e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 38298 members 
Mstep: Class 4 contains 5581 members 
Mstep: Class 5 contains 35380 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23270 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40789 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 35559 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6022 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6577 members 
Mstep: Class 24 contains 12478 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38886 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 20602 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30193 members 
Mstep: Class 37 contains 22072 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 25722 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31245 members 
Mstep: Class 44 contains 4880 members 
Mstep: Class 45 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782484.000000 Penalty: 96567.195312
Iteration 265Q: 46 clusters Score -4.978248e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 38301 members 
Mstep: Class 4 contains 5586 members 
Mstep: Class 5 contains 35234 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23080 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40791 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 36847 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6023 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 12479 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38877 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 20645 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30192 members 
Mstep: Class 37 contains 22130 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 24764 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31149 members 
Mstep: Class 44 contains 4880 members 
Mstep: Class 45 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784244.000000 Penalty: 96567.195312
Iteration 266Q: 46 clusters Score -4.978424e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 38302 members 
Mstep: Class 4 contains 5585 members 
Mstep: Class 5 contains 34997 members 
Mstep: Class 6 contains 40022 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22824 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19050 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40790 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 39193 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6022 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6575 members 
Mstep: Class 24 contains 12483 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 38875 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 20703 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30192 members 
Mstep: Class 37 contains 22261 members 
Mstep: Class 38 contains 1526 members 
Mstep: Class 39 contains 22869 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31014 members 
Mstep: Class 44 contains 4879 members 
Mstep: Class 45 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784804.000000 Penalty: 96567.195312
Iteration 267Q: 46 clusters Score -4.97848e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 38298 members 
Mstep: Class 4 contains 5585 members 
Mstep: Class 5 contains 34844 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22641 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19049 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 42749 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6009 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 12483 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 38869 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1646 members 
Mstep: Class 33 contains 20745 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30193 members 
Mstep: Class 37 contains 22642 members 
Mstep: Class 38 contains 1526 members 
Mstep: Class 39 contains 19373 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30894 members 
Mstep: Class 44 contains 4881 members 
Mstep: Class 45 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780224.000000 Penalty: 96567.195312
Iteration 268Q: 46 clusters Score -4.978022e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 38295 members 
Mstep: Class 4 contains 5591 members 
Mstep: Class 5 contains 35091 members 
Mstep: Class 6 contains 40043 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22776 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 19049 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40805 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 45867 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6567 members 
Mstep: Class 24 contains 12484 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 38853 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 20760 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30193 members 
Mstep: Class 37 contains 23171 members 
Mstep: Class 38 contains 1526 members 
Mstep: Class 39 contains 15232 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31022 members 
Mstep: Class 44 contains 4881 members 
Mstep: Class 45 contains 7442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775508.000000 Penalty: 96567.195312
Iteration 269Q: 46 clusters Score -4.977551e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 38293 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 35553 members 
Mstep: Class 6 contains 40046 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23174 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 19047 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40797 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 46507 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5983 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6563 members 
Mstep: Class 24 contains 12482 members 
Mstep: Class 25 contains 1260 members 
Mstep: Class 26 contains 38832 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1640 members 
Mstep: Class 33 contains 20744 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1799 members 
Mstep: Class 36 contains 30194 members 
Mstep: Class 37 contains 23678 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 12978 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31329 members 
Mstep: Class 44 contains 4882 members 
Mstep: Class 45 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774656.000000 Penalty: 96567.195312
Iteration 270Q: 46 clusters Score -4.977466e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 38295 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 35909 members 
Mstep: Class 6 contains 40039 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23503 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 19046 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 46219 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6561 members 
Mstep: Class 24 contains 12478 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 38803 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1640 members 
Mstep: Class 33 contains 20692 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1799 members 
Mstep: Class 36 contains 30194 members 
Mstep: Class 37 contains 24190 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 11870 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31620 members 
Mstep: Class 44 contains 4889 members 
Mstep: Class 45 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774572.000000 Penalty: 96567.195312
Iteration 271Q: 46 clusters Score -4.977457e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 38293 members 
Mstep: Class 4 contains 5580 members 
Mstep: Class 5 contains 36171 members 
Mstep: Class 6 contains 40037 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23771 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 19046 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 45800 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5976 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6557 members 
Mstep: Class 24 contains 12477 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 38770 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 20654 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1800 members 
Mstep: Class 36 contains 30190 members 
Mstep: Class 37 contains 24621 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 11204 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31850 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774780.000000 Penalty: 96567.195312
Iteration 272Q: 46 clusters Score -4.977478e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 38293 members 
Mstep: Class 4 contains 5567 members 
Mstep: Class 5 contains 36303 members 
Mstep: Class 6 contains 40029 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23963 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 19045 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40781 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 5376 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6552 members 
Mstep: Class 24 contains 12480 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 38733 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 20621 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30189 members 
Mstep: Class 37 contains 24972 members 
Mstep: Class 38 contains 1526 members 
Mstep: Class 39 contains 10771 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32032 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774828.000000 Penalty: 96567.195312
Iteration 273Q: 46 clusters Score -4.977483e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 38291 members 
Mstep: Class 4 contains 5561 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 40029 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24094 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 19045 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 45190 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5984 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 12482 members 
Mstep: Class 25 contains 1276 members 
Mstep: Class 26 contains 38702 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20601 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 30186 members 
Mstep: Class 37 contains 25275 members 
Mstep: Class 38 contains 1525 members 
Mstep: Class 39 contains 10491 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32168 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775000.000000 Penalty: 96567.195312
Iteration 274Q: 46 clusters Score -4.9775e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 38290 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 36340 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19045 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40771 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 44933 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 12485 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38688 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 20572 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1802 members 
Mstep: Class 36 contains 30184 members 
Mstep: Class 37 contains 25575 members 
Mstep: Class 38 contains 1525 members 
Mstep: Class 39 contains 10329 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32271 members 
Mstep: Class 44 contains 4893 members 
Mstep: Class 45 contains 7442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775196.000000 Penalty: 96567.195312
Iteration 275Q: 46 clusters Score -4.97752e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 38294 members 
Mstep: Class 4 contains 5552 members 
Mstep: Class 5 contains 36291 members 
Mstep: Class 6 contains 40020 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24268 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19045 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 44705 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5983 members 
Mstep: Class 21 contains 5370 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 12487 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38686 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 20551 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1802 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 25868 members 
Mstep: Class 38 contains 1525 members 
Mstep: Class 39 contains 10221 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32324 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775252.000000 Penalty: 96567.195312
Iteration 276Q: 46 clusters Score -4.977525e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 38294 members 
Mstep: Class 4 contains 5545 members 
Mstep: Class 5 contains 36195 members 
Mstep: Class 6 contains 40019 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24315 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19043 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 44485 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 12490 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38688 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 20539 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1802 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 26121 members 
Mstep: Class 38 contains 1524 members 
Mstep: Class 39 contains 10202 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32375 members 
Mstep: Class 44 contains 4889 members 
Mstep: Class 45 contains 7442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775392.000000 Penalty: 96567.195312
Iteration 277Q: 46 clusters Score -4.977539e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 38300 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 36130 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24349 members 
Mstep: Class 9 contains 24679 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19042 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40749 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 44257 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5997 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 12491 members 
Mstep: Class 25 contains 1281 members 
Mstep: Class 26 contains 38689 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 20535 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1803 members 
Mstep: Class 36 contains 30186 members 
Mstep: Class 37 contains 26346 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 10208 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32404 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775560.000000 Penalty: 96567.195312
Iteration 278Q: 46 clusters Score -4.977556e+07 nChanged 755
Entering ConstructFrom: 
Score: -49775560.000000 Penalty: 96567.195312
Entering ConstructFrom: 
Trying to split cluster 1 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -364282.687500 Penalty: 1342.791504
	Iteration 0F: 2 clusters Score -364282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -361020.625000 Penalty: 2685.583008
	Iteration 0F: 3 clusters Score -361020.6 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -361865.343750 Penalty: 2685.583008
	Iteration 1F: 3 clusters Score -361865.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -362019.593750 Penalty: 2685.583008
	Iteration 2F: 3 clusters Score -362019.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -362129.968750 Penalty: 2685.583008
	Iteration 3Q: 3 clusters Score -362130 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -362230.031250 Penalty: 2685.583008
	Iteration 4Q: 3 clusters Score -362230 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -362304.656250 Penalty: 2685.583008
	Iteration 5Q: 3 clusters Score -362304.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -362360.531250 Penalty: 2685.583008
	Iteration 6Q: 3 clusters Score -362360.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -362411.531250 Penalty: 2685.583008
	Iteration 7Q: 3 clusters Score -362411.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -362463.812500 Penalty: 2685.583008
	Iteration 8Q: 3 clusters Score -362463.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -362510.843750 Penalty: 2685.583008
	Iteration 9Q: 3 clusters Score -362510.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -362551.906250 Penalty: 2685.583008
	Iteration 10Q: 3 clusters Score -362551.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -362591.750000 Penalty: 2685.583008
	Iteration 11Q: 3 clusters Score -362591.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -362635.531250 Penalty: 2685.583008
	Iteration 12Q: 3 clusters Score -362635.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -362679.687500 Penalty: 2685.583008
	Iteration 13Q: 3 clusters Score -362679.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -362720.375000 Penalty: 2685.583008
	Iteration 14Q: 3 clusters Score -362720.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -362757.718750 Penalty: 2685.583008
	Iteration 15Q: 3 clusters Score -362757.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -362803.718750 Penalty: 2685.583008
	Iteration 16Q: 3 clusters Score -362803.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -362846.312500 Penalty: 2685.583008
	Iteration 17Q: 3 clusters Score -362846.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -362876.375000 Penalty: 2685.583008
	Iteration 18Q: 3 clusters Score -362876.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -362890.906250 Penalty: 2685.583008
	Iteration 19Q: 3 clusters Score -362890.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -362904.750000 Penalty: 2685.583008
	Iteration 20F: 3 clusters Score -362904.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -362923.343750 Penalty: 2685.583008
	Iteration 21Q: 3 clusters Score -362923.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -362956.531250 Penalty: 2685.583008
	Iteration 22Q: 3 clusters Score -362956.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -362991.843750 Penalty: 2685.583008
	Iteration 23Q: 3 clusters Score -362991.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -363028.593750 Penalty: 2685.583008
	Iteration 24Q: 3 clusters Score -363028.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -363069.125000 Penalty: 2685.583008
	Iteration 25Q: 3 clusters Score -363069.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -363103.062500 Penalty: 2685.583008
	Iteration 26Q: 3 clusters Score -363103.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -363136.218750 Penalty: 2685.583008
	Iteration 27Q: 3 clusters Score -363136.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -363164.906250 Penalty: 2685.583008
	Iteration 28Q: 3 clusters Score -363164.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -363193.968750 Penalty: 2685.583008
	Iteration 29Q: 3 clusters Score -363194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -363214.843750 Penalty: 2685.583008
	Iteration 30Q: 3 clusters Score -363214.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -363230.250000 Penalty: 2685.583008
	Iteration 31Q: 3 clusters Score -363230.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -363240.968750 Penalty: 2685.583008
	Iteration 32Q: 3 clusters Score -363241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -363256.312500 Penalty: 2685.583008
	Iteration 33Q: 3 clusters Score -363256.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -363271.531250 Penalty: 2685.583008
	Iteration 34Q: 3 clusters Score -363271.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -363281.500000 Penalty: 2685.583008
	Iteration 35Q: 3 clusters Score -363281.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -363287.968750 Penalty: 2685.583008
	Iteration 36Q: 3 clusters Score -363288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -363289.812500 Penalty: 2685.583008
	Iteration 37Q: 3 clusters Score -363289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -363290.781250 Penalty: 2685.583008
	Iteration 38Q: 3 clusters Score -363290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -363290.781250 Penalty: 2685.583008
	Iteration 39F: 3 clusters Score -363290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -654058.875000 Penalty: 1432.955200
	Iteration 0F: 2 clusters Score -654058.9 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 3369 members 
Entering Unmasked Estep 
Score: -648967.875000 Penalty: 2865.910400
	Iteration 0F: 3 clusters Score -648967.9 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -650463.625000 Penalty: 2865.910400
	Iteration 1F: 3 clusters Score -650463.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -650645.437500 Penalty: 2865.910400
	Iteration 2F: 3 clusters Score -650645.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -650776.812500 Penalty: 2865.910400
	Iteration 3F: 3 clusters Score -650776.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -650868.250000 Penalty: 2865.910400
	Iteration 4Q: 3 clusters Score -650868.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -650936.875000 Penalty: 2865.910400
	Iteration 5Q: 3 clusters Score -650936.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -650982.562500 Penalty: 2865.910400
	Iteration 6Q: 3 clusters Score -650982.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -651023.312500 Penalty: 2865.910400
	Iteration 7Q: 3 clusters Score -651023.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -651060.250000 Penalty: 2865.910400
	Iteration 8Q: 3 clusters Score -651060.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -651090.687500 Penalty: 2865.910400
	Iteration 9Q: 3 clusters Score -651090.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -651115.687500 Penalty: 2865.910400
	Iteration 10Q: 3 clusters Score -651115.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -651135.500000 Penalty: 2865.910400
	Iteration 11Q: 3 clusters Score -651135.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -651157.250000 Penalty: 2865.910400
	Iteration 12Q: 3 clusters Score -651157.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -651184.875000 Penalty: 2865.910400
	Iteration 13Q: 3 clusters Score -651184.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -651219.000000 Penalty: 2865.910400
	Iteration 14Q: 3 clusters Score -651219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -651250.750000 Penalty: 2865.910400
	Iteration 15Q: 3 clusters Score -651250.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -651277.187500 Penalty: 2865.910400
	Iteration 16Q: 3 clusters Score -651277.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -651300.500000 Penalty: 2865.910400
	Iteration 17Q: 3 clusters Score -651300.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -651331.250000 Penalty: 2865.910400
	Iteration 18Q: 3 clusters Score -651331.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -651369.312500 Penalty: 2865.910400
	Iteration 19Q: 3 clusters Score -651369.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -651411.812500 Penalty: 2865.910400
	Iteration 20F: 3 clusters Score -651411.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -651463.750000 Penalty: 2865.910400
	Iteration 21Q: 3 clusters Score -651463.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -651524.687500 Penalty: 2865.910400
	Iteration 22Q: 3 clusters Score -651524.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -651595.625000 Penalty: 2865.910400
	Iteration 23Q: 3 clusters Score -651595.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -651683.500000 Penalty: 2865.910400
	Iteration 24Q: 3 clusters Score -651683.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -651804.187500 Penalty: 2865.910400
	Iteration 25Q: 3 clusters Score -651804.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -651919.187500 Penalty: 2865.910400
	Iteration 26Q: 3 clusters Score -651919.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -652065.562500 Penalty: 2865.910400
	Iteration 27Q: 3 clusters Score -652065.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -652219.000000 Penalty: 2865.910400
	Iteration 28Q: 3 clusters Score -652219 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -652365.812500 Penalty: 2865.910400
	Iteration 29Q: 3 clusters Score -652365.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -652489.562500 Penalty: 2865.910400
	Iteration 30Q: 3 clusters Score -652489.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -652595.625000 Penalty: 2865.910400
	Iteration 31Q: 3 clusters Score -652595.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -652671.875000 Penalty: 2865.910400
	Iteration 32Q: 3 clusters Score -652671.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -652721.250000 Penalty: 2865.910400
	Iteration 33Q: 3 clusters Score -652721.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -652748.562500 Penalty: 2865.910400
	Iteration 34Q: 3 clusters Score -652748.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -652769.687500 Penalty: 2865.910400
	Iteration 35Q: 3 clusters Score -652769.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -652791.375000 Penalty: 2865.910400
	Iteration 36Q: 3 clusters Score -652791.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -652808.687500 Penalty: 2865.910400
	Iteration 37Q: 3 clusters Score -652808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -652820.312500 Penalty: 2865.910400
	Iteration 38Q: 3 clusters Score -652820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -652828.750000 Penalty: 2865.910400
	Iteration 39Q: 3 clusters Score -652828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -652833.750000 Penalty: 2865.910400
	Iteration 40F: 3 clusters Score -652833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Entering Unmasked Estep 
Score: -3667417.250000 Penalty: 1714.912842
	Iteration 0F: 2 clusters Score -3667417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3642323.000000 Penalty: 3429.825684
	Iteration 0F: 3 clusters Score -3642323 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3651969.750000 Penalty: 3429.825684
	Iteration 1F: 3 clusters Score -3651970 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3652349.250000 Penalty: 3429.825684
	Iteration 2Q: 3 clusters Score -3652349 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3652770.500000 Penalty: 3429.825684
	Iteration 3Q: 3 clusters Score -3652770 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3653223.250000 Penalty: 3429.825684
	Iteration 4Q: 3 clusters Score -3653223 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3653830.250000 Penalty: 3429.825684
	Iteration 5Q: 3 clusters Score -3653830 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3654625.500000 Penalty: 3429.825684
	Iteration 6F: 3 clusters Score -3654626 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3655731.000000 Penalty: 3429.825684
	Iteration 7F: 3 clusters Score -3655731 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3657184.250000 Penalty: 3429.825684
	Iteration 8F: 3 clusters Score -3657184 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3658818.250000 Penalty: 3429.825684
	Iteration 9F: 3 clusters Score -3658818 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -3660585.500000 Penalty: 3429.825684
	Iteration 10F: 3 clusters Score -3660586 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3662342.250000 Penalty: 3429.825684
	Iteration 11Q: 3 clusters Score -3662342 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3664213.750000 Penalty: 3429.825684
	Iteration 12Q: 3 clusters Score -3664214 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3665304.750000 Penalty: 3429.825684
	Iteration 13Q: 3 clusters Score -3665305 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -3665728.250000 Penalty: 3429.825684
	Iteration 14Q: 3 clusters Score -3665728 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -3665875.000000 Penalty: 3429.825684
	Iteration 15Q: 3 clusters Score -3665875 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -3665920.250000 Penalty: 3429.825684
	Iteration 16Q: 3 clusters Score -3665920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -3665963.250000 Penalty: 3429.825684
	Iteration 17Q: 3 clusters Score -3665963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -3665986.500000 Penalty: 3429.825684
	Iteration 18Q: 3 clusters Score -3665986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -3666006.000000 Penalty: 3429.825684
	Iteration 19Q: 3 clusters Score -3666006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -3666008.500000 Penalty: 3429.825684
	Iteration 20F: 3 clusters Score -3666008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -3666018.250000 Penalty: 3429.825684
	Iteration 21Q: 3 clusters Score -3666018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -3666026.250000 Penalty: 3429.825684
	Iteration 22Q: 3 clusters Score -3666026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -3666031.000000 Penalty: 3429.825684
	Iteration 23Q: 3 clusters Score -3666031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -3666032.000000 Penalty: 3429.825684
	Iteration 24Q: 3 clusters Score -3666032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -3666039.250000 Penalty: 3429.825684
	Iteration 25Q: 3 clusters Score -3666039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -3666046.250000 Penalty: 3429.825684
	Iteration 26Q: 3 clusters Score -3666046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -3666051.250000 Penalty: 3429.825684
	Iteration 27Q: 3 clusters Score -3666051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -3666053.250000 Penalty: 3429.825684
	Iteration 28Q: 3 clusters Score -3666053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -3666055.500000 Penalty: 3429.825684
	Iteration 29Q: 3 clusters Score -3666056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -3666056.750000 Penalty: 3429.825684
	Iteration 30Q: 3 clusters Score -3666057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -3666056.750000 Penalty: 3429.825684
	Iteration 31F: 3 clusters Score -3666057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Entering Unmasked Estep 
Score: -497089.656250 Penalty: 1400.621338
	Iteration 0F: 2 clusters Score -497089.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -492772.156250 Penalty: 2801.242676
	Iteration 0F: 3 clusters Score -492772.2 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -494023.625000 Penalty: 2801.242676
	Iteration 1F: 3 clusters Score -494023.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -494219.031250 Penalty: 2801.242676
	Iteration 2F: 3 clusters Score -494219 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -494378.656250 Penalty: 2801.242676
	Iteration 3F: 3 clusters Score -494378.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -494516.281250 Penalty: 2801.242676
	Iteration 4Q: 3 clusters Score -494516.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -494657.968750 Penalty: 2801.242676
	Iteration 5Q: 3 clusters Score -494658 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -494792.000000 Penalty: 2801.242676
	Iteration 6Q: 3 clusters Score -494792 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -494896.187500 Penalty: 2801.242676
	Iteration 7Q: 3 clusters Score -494896.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -495015.500000 Penalty: 2801.242676
	Iteration 8Q: 3 clusters Score -495015.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -495141.156250 Penalty: 2801.242676
	Iteration 9Q: 3 clusters Score -495141.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -495252.031250 Penalty: 2801.242676
	Iteration 10Q: 3 clusters Score -495252 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -495356.625000 Penalty: 2801.242676
	Iteration 11Q: 3 clusters Score -495356.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -495444.375000 Penalty: 2801.242676
	Iteration 12Q: 3 clusters Score -495444.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -495537.906250 Penalty: 2801.242676
	Iteration 13Q: 3 clusters Score -495537.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -495642.562500 Penalty: 2801.242676
	Iteration 14Q: 3 clusters Score -495642.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -495753.281250 Penalty: 2801.242676
	Iteration 15Q: 3 clusters Score -495753.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -495867.656250 Penalty: 2801.242676
	Iteration 16Q: 3 clusters Score -495867.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -495968.156250 Penalty: 2801.242676
	Iteration 17Q: 3 clusters Score -495968.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -496071.906250 Penalty: 2801.242676
	Iteration 18Q: 3 clusters Score -496071.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -496153.343750 Penalty: 2801.242676
	Iteration 19Q: 3 clusters Score -496153.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -496220.687500 Penalty: 2801.242676
	Iteration 20F: 3 clusters Score -496220.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -496285.375000 Penalty: 2801.242676
	Iteration 21Q: 3 clusters Score -496285.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -496336.687500 Penalty: 2801.242676
	Iteration 22Q: 3 clusters Score -496336.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -496389.093750 Penalty: 2801.242676
	Iteration 23Q: 3 clusters Score -496389.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -496424.062500 Penalty: 2801.242676
	Iteration 24Q: 3 clusters Score -496424.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -496447.906250 Penalty: 2801.242676
	Iteration 25Q: 3 clusters Score -496447.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -496470.593750 Penalty: 2801.242676
	Iteration 26Q: 3 clusters Score -496470.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -496485.937500 Penalty: 2801.242676
	Iteration 27Q: 3 clusters Score -496485.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -496495.312500 Penalty: 2801.242676
	Iteration 28Q: 3 clusters Score -496495.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -496498.718750 Penalty: 2801.242676
	Iteration 29Q: 3 clusters Score -496498.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -496501.656250 Penalty: 2801.242676
	Iteration 30Q: 3 clusters Score -496501.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -496503.593750 Penalty: 2801.242676
	Iteration 31Q: 3 clusters Score -496503.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -496505.843750 Penalty: 2801.242676
	Iteration 32Q: 3 clusters Score -496505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -496506.000000 Penalty: 2801.242676
	Iteration 33Q: 3 clusters Score -496506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -496506.031250 Penalty: 2801.242676
	Iteration 34Q: 3 clusters Score -496506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -496506.875000 Penalty: 2801.242676
	Iteration 35Q: 3 clusters Score -496506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -496508.187500 Penalty: 2801.242676
	Iteration 36Q: 3 clusters Score -496508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -496511.593750 Penalty: 2801.242676
	Iteration 37Q: 3 clusters Score -496511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -496512.718750 Penalty: 2801.242676
	Iteration 38Q: 3 clusters Score -496512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -496514.062500 Penalty: 2801.242676
	Iteration 39Q: 3 clusters Score -496514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -496514.218750 Penalty: 2801.242676
	Iteration 40F: 3 clusters Score -496514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -496514.312500 Penalty: 2801.242676
	Iteration 41Q: 3 clusters Score -496514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -496516.312500 Penalty: 2801.242676
	Iteration 42Q: 3 clusters Score -496516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -496516.750000 Penalty: 2801.242676
	Iteration 43Q: 3 clusters Score -496516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -496516.343750 Penalty: 2801.242676
	Iteration 44Q: 3 clusters Score -496516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -496517.687500 Penalty: 2801.242676
	Iteration 45Q: 3 clusters Score -496517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -496518.375000 Penalty: 2801.242676
	Iteration 46Q: 3 clusters Score -496518.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -496520.031250 Penalty: 2801.242676
	Iteration 47Q: 3 clusters Score -496520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -496521.500000 Penalty: 2801.242676
	Iteration 48Q: 3 clusters Score -496521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -496522.093750 Penalty: 2801.242676
	Iteration 49Q: 3 clusters Score -496522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -496521.843750 Penalty: 2801.242676
	Iteration 50Q: 3 clusters Score -496521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -496521.843750 Penalty: 2801.242676
	Iteration 51F: 3 clusters Score -496521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Entering Unmasked Estep 
Score: -3410319.500000 Penalty: 1705.089111
	Iteration 0F: 2 clusters Score -3410320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3387306.000000 Penalty: 3410.178223
	Iteration 0F: 3 clusters Score -3387306 nChanged 16623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3396784.750000 Penalty: 3410.178223
	Iteration 1F: 3 clusters Score -3396785 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3397317.000000 Penalty: 3410.178223
	Iteration 2Q: 3 clusters Score -3397317 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3397962.500000 Penalty: 3410.178223
	Iteration 3Q: 3 clusters Score -3397962 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3398961.000000 Penalty: 3410.178223
	Iteration 4F: 3 clusters Score -3398961 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3400458.500000 Penalty: 3410.178223
	Iteration 5F: 3 clusters Score -3400458 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3402594.000000 Penalty: 3410.178223
	Iteration 6F: 3 clusters Score -3402594 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3404960.500000 Penalty: 3410.178223
	Iteration 7F: 3 clusters Score -3404960 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -3407162.500000 Penalty: 3410.178223
	Iteration 8F: 3 clusters Score -3407162 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -3408266.750000 Penalty: 3410.178223
	Iteration 9Q: 3 clusters Score -3408267 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -3408595.750000 Penalty: 3410.178223
	Iteration 10Q: 3 clusters Score -3408596 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3408727.500000 Penalty: 3410.178223
	Iteration 11Q: 3 clusters Score -3408728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -3408805.750000 Penalty: 3410.178223
	Iteration 12Q: 3 clusters Score -3408806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -3408833.500000 Penalty: 3410.178223
	Iteration 13Q: 3 clusters Score -3408834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -3408871.250000 Penalty: 3410.178223
	Iteration 14Q: 3 clusters Score -3408871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -3408895.750000 Penalty: 3410.178223
	Iteration 15Q: 3 clusters Score -3408896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -3408911.750000 Penalty: 3410.178223
	Iteration 16Q: 3 clusters Score -3408912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -3408925.250000 Penalty: 3410.178223
	Iteration 17Q: 3 clusters Score -3408925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -3408931.750000 Penalty: 3410.178223
	Iteration 18Q: 3 clusters Score -3408932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -3408933.500000 Penalty: 3410.178223
	Iteration 19Q: 3 clusters Score -3408934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -3408941.000000 Penalty: 3410.178223
	Iteration 20F: 3 clusters Score -3408941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -3408946.000000 Penalty: 3410.178223
	Iteration 21Q: 3 clusters Score -3408946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -3408954.250000 Penalty: 3410.178223
	Iteration 22Q: 3 clusters Score -3408954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -3408957.000000 Penalty: 3410.178223
	Iteration 23Q: 3 clusters Score -3408957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -3408961.500000 Penalty: 3410.178223
	Iteration 24Q: 3 clusters Score -3408962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -3408962.500000 Penalty: 3410.178223
	Iteration 25Q: 3 clusters Score -3408962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -3408964.000000 Penalty: 3410.178223
	Iteration 26Q: 3 clusters Score -3408964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -3408967.750000 Penalty: 3410.178223
	Iteration 27Q: 3 clusters Score -3408968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -3408969.250000 Penalty: 3410.178223
	Iteration 28Q: 3 clusters Score -3408969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3408973.000000 Penalty: 3410.178223
	Iteration 29Q: 3 clusters Score -3408973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3408971.750000 Penalty: 3410.178223
	Iteration 30Q: 3 clusters Score -3408972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3408972.750000 Penalty: 3410.178223
	Iteration 31Q: 3 clusters Score -3408973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -3408971.500000 Penalty: 3410.178223
	Iteration 32Q: 3 clusters Score -3408972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -3408972.750000 Penalty: 3410.178223
	Iteration 33Q: 3 clusters Score -3408973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -3408978.000000 Penalty: 3410.178223
	Iteration 34Q: 3 clusters Score -3408978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -3408978.000000 Penalty: 3410.178223
	Iteration 35Q: 3 clusters Score -3408978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -3408979.750000 Penalty: 3410.178223
	Iteration 36Q: 3 clusters Score -3408980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -3408985.750000 Penalty: 3410.178223
	Iteration 37Q: 3 clusters Score -3408986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -3408983.500000 Penalty: 3410.178223
	Iteration 38Q: 3 clusters Score -3408984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -3408983.750000 Penalty: 3410.178223
	Iteration 39Q: 3 clusters Score -3408984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -3408989.750000 Penalty: 3410.178223
	Iteration 40F: 3 clusters Score -3408990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3408991.750000 Penalty: 3410.178223
	Iteration 41Q: 3 clusters Score -3408992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -3408995.000000 Penalty: 3410.178223
	Iteration 42Q: 3 clusters Score -3408995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3408993.250000 Penalty: 3410.178223
	Iteration 43Q: 3 clusters Score -3408993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -3408998.250000 Penalty: 3410.178223
	Iteration 44Q: 3 clusters Score -3408998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3409001.250000 Penalty: 3410.178223
	Iteration 45Q: 3 clusters Score -3409001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -3409006.500000 Penalty: 3410.178223
	Iteration 46Q: 3 clusters Score -3409006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3409007.750000 Penalty: 3410.178223
	Iteration 47Q: 3 clusters Score -3409008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3409008.750000 Penalty: 3410.178223
	Iteration 48Q: 3 clusters Score -3409009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3409008.750000 Penalty: 3410.178223
	Iteration 49F: 3 clusters Score -3409009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Entering Unmasked Estep 
Score: -3939542.750000 Penalty: 1722.014038
	Iteration 0F: 2 clusters Score -3939543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3917635.500000 Penalty: 3444.028076
	Iteration 0F: 3 clusters Score -3917636 nChanged 18772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3928099.500000 Penalty: 3444.028076
	Iteration 1F: 3 clusters Score -3928100 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3928589.000000 Penalty: 3444.028076
	Iteration 2Q: 3 clusters Score -3928589 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3929084.250000 Penalty: 3444.028076
	Iteration 3Q: 3 clusters Score -3929084 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3929625.000000 Penalty: 3444.028076
	Iteration 4Q: 3 clusters Score -3929625 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3930212.500000 Penalty: 3444.028076
	Iteration 5Q: 3 clusters Score -3930212 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3930868.500000 Penalty: 3444.028076
	Iteration 6Q: 3 clusters Score -3930868 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3931495.500000 Penalty: 3444.028076
	Iteration 7Q: 3 clusters Score -3931496 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3932241.000000 Penalty: 3444.028076
	Iteration 8Q: 3 clusters Score -3932241 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3933148.000000 Penalty: 3444.028076
	Iteration 9Q: 3 clusters Score -3933148 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3934119.750000 Penalty: 3444.028076
	Iteration 10Q: 3 clusters Score -3934120 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3935117.000000 Penalty: 3444.028076
	Iteration 11Q: 3 clusters Score -3935117 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3935846.000000 Penalty: 3444.028076
	Iteration 12Q: 3 clusters Score -3935846 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3936280.000000 Penalty: 3444.028076
	Iteration 13Q: 3 clusters Score -3936280 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3936464.000000 Penalty: 3444.028076
	Iteration 14Q: 3 clusters Score -3936464 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3936543.500000 Penalty: 3444.028076
	Iteration 15Q: 3 clusters Score -3936544 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3936606.500000 Penalty: 3444.028076
	Iteration 16Q: 3 clusters Score -3936606 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3936655.000000 Penalty: 3444.028076
	Iteration 17Q: 3 clusters Score -3936655 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3936701.750000 Penalty: 3444.028076
	Iteration 18Q: 3 clusters Score -3936702 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3936749.000000 Penalty: 3444.028076
	Iteration 19Q: 3 clusters Score -3936749 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3936807.750000 Penalty: 3444.028076
	Iteration 20F: 3 clusters Score -3936808 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3936843.500000 Penalty: 3444.028076
	Iteration 21Q: 3 clusters Score -3936844 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3936887.000000 Penalty: 3444.028076
	Iteration 22Q: 3 clusters Score -3936887 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3936908.250000 Penalty: 3444.028076
	Iteration 23Q: 3 clusters Score -3936908 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3936929.250000 Penalty: 3444.028076
	Iteration 24Q: 3 clusters Score -3936929 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3936954.000000 Penalty: 3444.028076
	Iteration 25Q: 3 clusters Score -3936954 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3936974.750000 Penalty: 3444.028076
	Iteration 26Q: 3 clusters Score -3936975 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3936991.750000 Penalty: 3444.028076
	Iteration 27Q: 3 clusters Score -3936992 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3937013.750000 Penalty: 3444.028076
	Iteration 28Q: 3 clusters Score -3937014 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3937024.500000 Penalty: 3444.028076
	Iteration 29Q: 3 clusters Score -3937024 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3937044.750000 Penalty: 3444.028076
	Iteration 30Q: 3 clusters Score -3937045 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3937046.500000 Penalty: 3444.028076
	Iteration 31Q: 3 clusters Score -3937046 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3937051.250000 Penalty: 3444.028076
	Iteration 32Q: 3 clusters Score -3937051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3937065.750000 Penalty: 3444.028076
	Iteration 33Q: 3 clusters Score -3937066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3937079.000000 Penalty: 3444.028076
	Iteration 34Q: 3 clusters Score -3937079 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3937088.250000 Penalty: 3444.028076
	Iteration 35Q: 3 clusters Score -3937088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3937089.750000 Penalty: 3444.028076
	Iteration 36Q: 3 clusters Score -3937090 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3937089.750000 Penalty: 3444.028076
	Iteration 37Q: 3 clusters Score -3937090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3937094.250000 Penalty: 3444.028076
	Iteration 38Q: 3 clusters Score -3937094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3937104.500000 Penalty: 3444.028076
	Iteration 39Q: 3 clusters Score -3937104 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3937123.000000 Penalty: 3444.028076
	Iteration 40F: 3 clusters Score -3937123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3937139.750000 Penalty: 3444.028076
	Iteration 41Q: 3 clusters Score -3937140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3937149.750000 Penalty: 3444.028076
	Iteration 42Q: 3 clusters Score -3937150 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3937154.250000 Penalty: 3444.028076
	Iteration 43Q: 3 clusters Score -3937154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3937164.250000 Penalty: 3444.028076
	Iteration 44Q: 3 clusters Score -3937164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3937172.750000 Penalty: 3444.028076
	Iteration 45Q: 3 clusters Score -3937173 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3937181.750000 Penalty: 3444.028076
	Iteration 46Q: 3 clusters Score -3937182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3937201.750000 Penalty: 3444.028076
	Iteration 47Q: 3 clusters Score -3937202 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3937229.750000 Penalty: 3444.028076
	Iteration 48Q: 3 clusters Score -3937230 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3937235.000000 Penalty: 3444.028076
	Iteration 49Q: 3 clusters Score -3937235 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3937246.250000 Penalty: 3444.028076
	Iteration 50Q: 3 clusters Score -3937246 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3937270.000000 Penalty: 3444.028076
	Iteration 51Q: 3 clusters Score -3937270 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3937305.500000 Penalty: 3444.028076
	Iteration 52Q: 3 clusters Score -3937306 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3937336.250000 Penalty: 3444.028076
	Iteration 53Q: 3 clusters Score -3937336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3937338.500000 Penalty: 3444.028076
	Iteration 54Q: 3 clusters Score -3937338 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3937364.500000 Penalty: 3444.028076
	Iteration 55Q: 3 clusters Score -3937364 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3937411.000000 Penalty: 3444.028076
	Iteration 56Q: 3 clusters Score -3937411 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3937453.500000 Penalty: 3444.028076
	Iteration 57Q: 3 clusters Score -3937454 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3937481.750000 Penalty: 3444.028076
	Iteration 58Q: 3 clusters Score -3937482 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3937513.750000 Penalty: 3444.028076
	Iteration 59Q: 3 clusters Score -3937514 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3937554.500000 Penalty: 3444.028076
	Iteration 60F: 3 clusters Score -3937554 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3937611.000000 Penalty: 3444.028076
	Iteration 61Q: 3 clusters Score -3937611 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3937666.750000 Penalty: 3444.028076
	Iteration 62Q: 3 clusters Score -3937667 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3937722.500000 Penalty: 3444.028076
	Iteration 63Q: 3 clusters Score -3937722 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3937816.500000 Penalty: 3444.028076
	Iteration 64Q: 3 clusters Score -3937816 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3937898.250000 Penalty: 3444.028076
	Iteration 65Q: 3 clusters Score -3937898 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3937950.750000 Penalty: 3444.028076
	Iteration 66Q: 3 clusters Score -3937951 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3938038.000000 Penalty: 3444.028076
	Iteration 67Q: 3 clusters Score -3938038 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3938128.750000 Penalty: 3444.028076
	Iteration 68Q: 3 clusters Score -3938129 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3938218.750000 Penalty: 3444.028076
	Iteration 69Q: 3 clusters Score -3938219 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3938317.500000 Penalty: 3444.028076
	Iteration 70Q: 3 clusters Score -3938318 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3938446.250000 Penalty: 3444.028076
	Iteration 71Q: 3 clusters Score -3938446 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3938569.500000 Penalty: 3444.028076
	Iteration 72Q: 3 clusters Score -3938570 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3938763.250000 Penalty: 3444.028076
	Iteration 73Q: 3 clusters Score -3938763 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3938921.750000 Penalty: 3444.028076
	Iteration 74Q: 3 clusters Score -3938922 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3939138.500000 Penalty: 3444.028076
	Iteration 75Q: 3 clusters Score -3939138 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3939346.000000 Penalty: 3444.028076
	Iteration 76Q: 3 clusters Score -3939346 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3939531.250000 Penalty: 3444.028076
	Iteration 77Q: 3 clusters Score -3939531 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3939711.500000 Penalty: 3444.028076
	Iteration 78Q: 3 clusters Score -3939712 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3939944.250000 Penalty: 3444.028076
	Iteration 79Q: 3 clusters Score -3939944 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3940075.000000 Penalty: 3444.028076
	Iteration 80F: 3 clusters Score -3940075 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3940126.500000 Penalty: 3444.028076
	Iteration 81Q: 3 clusters Score -3940126 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3940113.250000 Penalty: 3444.028076
	Iteration 82Q: 3 clusters Score -3940113 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3940063.250000 Penalty: 3444.028076
	Iteration 83Q: 3 clusters Score -3940063 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3939933.250000 Penalty: 3444.028076
	Iteration 84Q: 3 clusters Score -3939933 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3939801.500000 Penalty: 3444.028076
	Iteration 85Q: 3 clusters Score -3939802 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3939678.750000 Penalty: 3444.028076
	Iteration 86Q: 3 clusters Score -3939679 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3939560.000000 Penalty: 3444.028076
	Iteration 87Q: 3 clusters Score -3939560 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3939488.750000 Penalty: 3444.028076
	Iteration 88Q: 3 clusters Score -3939489 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3939375.500000 Penalty: 3444.028076
	Iteration 89Q: 3 clusters Score -3939376 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3939316.750000 Penalty: 3444.028076
	Iteration 90Q: 3 clusters Score -3939317 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3939257.750000 Penalty: 3444.028076
	Iteration 91Q: 3 clusters Score -3939258 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3939195.250000 Penalty: 3444.028076
	Iteration 92Q: 3 clusters Score -3939195 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3939149.500000 Penalty: 3444.028076
	Iteration 93Q: 3 clusters Score -3939150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3939120.250000 Penalty: 3444.028076
	Iteration 94Q: 3 clusters Score -3939120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3939073.000000 Penalty: 3444.028076
	Iteration 95Q: 3 clusters Score -3939073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3939030.500000 Penalty: 3444.028076
	Iteration 96Q: 3 clusters Score -3939030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3939025.500000 Penalty: 3444.028076
	Iteration 97Q: 3 clusters Score -3939026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3938999.750000 Penalty: 3444.028076
	Iteration 98Q: 3 clusters Score -3939000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3938981.500000 Penalty: 3444.028076
	Iteration 99Q: 3 clusters Score -3938982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3938984.250000 Penalty: 3444.028076
	Iteration 100F: 3 clusters Score -3938984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3938975.500000 Penalty: 3444.028076
	Iteration 101Q: 3 clusters Score -3938976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3938949.750000 Penalty: 3444.028076
	Iteration 102Q: 3 clusters Score -3938950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3938935.500000 Penalty: 3444.028076
	Iteration 103Q: 3 clusters Score -3938936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3938917.750000 Penalty: 3444.028076
	Iteration 104Q: 3 clusters Score -3938918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3938904.500000 Penalty: 3444.028076
	Iteration 105Q: 3 clusters Score -3938904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3938895.500000 Penalty: 3444.028076
	Iteration 106Q: 3 clusters Score -3938896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3938891.500000 Penalty: 3444.028076
	Iteration 107Q: 3 clusters Score -3938892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3938884.000000 Penalty: 3444.028076
	Iteration 108Q: 3 clusters Score -3938884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3938864.000000 Penalty: 3444.028076
	Iteration 109Q: 3 clusters Score -3938864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3938848.750000 Penalty: 3444.028076
	Iteration 110Q: 3 clusters Score -3938849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3938838.000000 Penalty: 3444.028076
	Iteration 111Q: 3 clusters Score -3938838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3938831.000000 Penalty: 3444.028076
	Iteration 112Q: 3 clusters Score -3938831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3938832.750000 Penalty: 3444.028076
	Iteration 113Q: 3 clusters Score -3938833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3938823.250000 Penalty: 3444.028076
	Iteration 114Q: 3 clusters Score -3938823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3938822.750000 Penalty: 3444.028076
	Iteration 115Q: 3 clusters Score -3938823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3938817.750000 Penalty: 3444.028076
	Iteration 116Q: 3 clusters Score -3938818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3938809.500000 Penalty: 3444.028076
	Iteration 117Q: 3 clusters Score -3938810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3938809.000000 Penalty: 3444.028076
	Iteration 118Q: 3 clusters Score -3938809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3938797.500000 Penalty: 3444.028076
	Iteration 119Q: 3 clusters Score -3938798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3938795.500000 Penalty: 3444.028076
	Iteration 120F: 3 clusters Score -3938796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3938798.500000 Penalty: 3444.028076
	Iteration 121Q: 3 clusters Score -3938798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3938802.750000 Penalty: 3444.028076
	Iteration 122Q: 3 clusters Score -3938803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3938799.750000 Penalty: 3444.028076
	Iteration 123Q: 3 clusters Score -3938800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3938800.250000 Penalty: 3444.028076
	Iteration 124Q: 3 clusters Score -3938800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3938796.250000 Penalty: 3444.028076
	Iteration 125Q: 3 clusters Score -3938796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3938795.250000 Penalty: 3444.028076
	Iteration 126Q: 3 clusters Score -3938795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3938797.000000 Penalty: 3444.028076
	Iteration 127Q: 3 clusters Score -3938797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3938796.250000 Penalty: 3444.028076
	Iteration 128Q: 3 clusters Score -3938796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3938797.000000 Penalty: 3444.028076
	Iteration 129Q: 3 clusters Score -3938797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3938788.250000 Penalty: 3444.028076
	Iteration 130Q: 3 clusters Score -3938788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3938789.000000 Penalty: 3444.028076
	Iteration 131Q: 3 clusters Score -3938789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3938782.500000 Penalty: 3444.028076
	Iteration 132Q: 3 clusters Score -3938782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3938781.500000 Penalty: 3444.028076
	Iteration 133Q: 3 clusters Score -3938782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3938787.500000 Penalty: 3444.028076
	Iteration 134Q: 3 clusters Score -3938788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3938789.250000 Penalty: 3444.028076
	Iteration 135Q: 3 clusters Score -3938789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3938781.250000 Penalty: 3444.028076
	Iteration 136Q: 3 clusters Score -3938781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3938783.750000 Penalty: 3444.028076
	Iteration 137Q: 3 clusters Score -3938784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3938780.750000 Penalty: 3444.028076
	Iteration 138Q: 3 clusters Score -3938781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3938782.250000 Penalty: 3444.028076
	Iteration 139Q: 3 clusters Score -3938782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3938774.000000 Penalty: 3444.028076
	Iteration 140F: 3 clusters Score -3938774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3938768.500000 Penalty: 3444.028076
	Iteration 141Q: 3 clusters Score -3938768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3938765.250000 Penalty: 3444.028076
	Iteration 142Q: 3 clusters Score -3938765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3938765.000000 Penalty: 3444.028076
	Iteration 143Q: 3 clusters Score -3938765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3938765.250000 Penalty: 3444.028076
	Iteration 144Q: 3 clusters Score -3938765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3938768.250000 Penalty: 3444.028076
	Iteration 145Q: 3 clusters Score -3938768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3938768.250000 Penalty: 3444.028076
	Iteration 146Q: 3 clusters Score -3938768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3938765.500000 Penalty: 3444.028076
	Iteration 147Q: 3 clusters Score -3938766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3938762.000000 Penalty: 3444.028076
	Iteration 148Q: 3 clusters Score -3938762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3938758.500000 Penalty: 3444.028076
	Iteration 149Q: 3 clusters Score -3938758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3938756.250000 Penalty: 3444.028076
	Iteration 150Q: 3 clusters Score -3938756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3938758.750000 Penalty: 3444.028076
	Iteration 151Q: 3 clusters Score -3938759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3938757.250000 Penalty: 3444.028076
	Iteration 152Q: 3 clusters Score -3938757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3938759.750000 Penalty: 3444.028076
	Iteration 153Q: 3 clusters Score -3938760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3938759.750000 Penalty: 3444.028076
	Iteration 154Q: 3 clusters Score -3938760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3938759.500000 Penalty: 3444.028076
	Iteration 155Q: 3 clusters Score -3938760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3938756.250000 Penalty: 3444.028076
	Iteration 156Q: 3 clusters Score -3938756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3938756.250000 Penalty: 3444.028076
	Iteration 157Q: 3 clusters Score -3938756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3938756.250000 Penalty: 3444.028076
	Iteration 158F: 3 clusters Score -3938756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -87671.179688 Penalty: 1141.505493
	Iteration 0F: 2 clusters Score -87671.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86227.796875 Penalty: 2283.010986
	Iteration 0F: 3 clusters Score -86227.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86653.148438 Penalty: 2283.010986
	Iteration 1F: 3 clusters Score -86653.15 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -86854.179688 Penalty: 2283.010986
	Iteration 2F: 3 clusters Score -86854.18 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -87091.710938 Penalty: 2283.010986
	Iteration 3F: 3 clusters Score -87091.71 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -87262.140625 Penalty: 2283.010986
	Iteration 4F: 3 clusters Score -87262.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -87326.640625 Penalty: 2283.010986
	Iteration 5Q: 3 clusters Score -87326.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -87369.406250 Penalty: 2283.010986
	Iteration 6Q: 3 clusters Score -87369.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -87398.250000 Penalty: 2283.010986
	Iteration 7Q: 3 clusters Score -87398.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -87403.718750 Penalty: 2283.010986
	Iteration 8Q: 3 clusters Score -87403.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87404.875000 Penalty: 2283.010986
	Iteration 9Q: 3 clusters Score -87404.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87404.875000 Penalty: 2283.010986
	Iteration 10F: 3 clusters Score -87404.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Entering Unmasked Estep 
Score: -2209853.500000 Penalty: 1641.490112
	Iteration 0F: 2 clusters Score -2209854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2193283.750000 Penalty: 3282.980225
	Iteration 0F: 3 clusters Score -2193284 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2199526.000000 Penalty: 3282.980225
	Iteration 1F: 3 clusters Score -2199526 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2200050.000000 Penalty: 3282.980225
	Iteration 2F: 3 clusters Score -2200050 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2200567.750000 Penalty: 3282.980225
	Iteration 3Q: 3 clusters Score -2200568 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2201170.000000 Penalty: 3282.980225
	Iteration 4Q: 3 clusters Score -2201170 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2201719.500000 Penalty: 3282.980225
	Iteration 5Q: 3 clusters Score -2201720 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2202251.750000 Penalty: 3282.980225
	Iteration 6Q: 3 clusters Score -2202252 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2202838.250000 Penalty: 3282.980225
	Iteration 7Q: 3 clusters Score -2202838 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2203516.250000 Penalty: 3282.980225
	Iteration 8Q: 3 clusters Score -2203516 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2204373.500000 Penalty: 3282.980225
	Iteration 9F: 3 clusters Score -2204374 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2205290.000000 Penalty: 3282.980225
	Iteration 10F: 3 clusters Score -2205290 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2206224.750000 Penalty: 3282.980225
	Iteration 11Q: 3 clusters Score -2206225 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2207010.750000 Penalty: 3282.980225
	Iteration 12Q: 3 clusters Score -2207011 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2207543.750000 Penalty: 3282.980225
	Iteration 13Q: 3 clusters Score -2207544 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2207903.500000 Penalty: 3282.980225
	Iteration 14Q: 3 clusters Score -2207904 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2208121.750000 Penalty: 3282.980225
	Iteration 15Q: 3 clusters Score -2208122 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2208262.750000 Penalty: 3282.980225
	Iteration 16Q: 3 clusters Score -2208263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2208344.750000 Penalty: 3282.980225
	Iteration 17Q: 3 clusters Score -2208345 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2208415.000000 Penalty: 3282.980225
	Iteration 18Q: 3 clusters Score -2208415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2208447.750000 Penalty: 3282.980225
	Iteration 19Q: 3 clusters Score -2208448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2208475.250000 Penalty: 3282.980225
	Iteration 20F: 3 clusters Score -2208475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2208500.000000 Penalty: 3282.980225
	Iteration 21Q: 3 clusters Score -2208500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2208519.500000 Penalty: 3282.980225
	Iteration 22Q: 3 clusters Score -2208520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2208530.750000 Penalty: 3282.980225
	Iteration 23Q: 3 clusters Score -2208531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2208535.250000 Penalty: 3282.980225
	Iteration 24Q: 3 clusters Score -2208535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2208540.500000 Penalty: 3282.980225
	Iteration 25Q: 3 clusters Score -2208540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2208548.000000 Penalty: 3282.980225
	Iteration 26Q: 3 clusters Score -2208548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2208552.250000 Penalty: 3282.980225
	Iteration 27Q: 3 clusters Score -2208552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2208554.250000 Penalty: 3282.980225
	Iteration 28Q: 3 clusters Score -2208554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2208555.000000 Penalty: 3282.980225
	Iteration 29Q: 3 clusters Score -2208555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2208559.000000 Penalty: 3282.980225
	Iteration 30Q: 3 clusters Score -2208559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2208560.250000 Penalty: 3282.980225
	Iteration 31Q: 3 clusters Score -2208560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2208560.500000 Penalty: 3282.980225
	Iteration 32Q: 3 clusters Score -2208560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2208561.250000 Penalty: 3282.980225
	Iteration 33Q: 3 clusters Score -2208561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2208563.250000 Penalty: 3282.980225
	Iteration 34Q: 3 clusters Score -2208563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2208565.500000 Penalty: 3282.980225
	Iteration 35Q: 3 clusters Score -2208566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2208568.250000 Penalty: 3282.980225
	Iteration 36Q: 3 clusters Score -2208568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2208567.750000 Penalty: 3282.980225
	Iteration 37Q: 3 clusters Score -2208568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2208568.750000 Penalty: 3282.980225
	Iteration 38Q: 3 clusters Score -2208569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2208568.750000 Penalty: 3282.980225
	Iteration 39F: 3 clusters Score -2208569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Entering Unmasked Estep 
Score: -2314367.750000 Penalty: 1643.503784
	Iteration 0F: 2 clusters Score -2314368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2297575.000000 Penalty: 3287.007568
	Iteration 0F: 3 clusters Score -2297575 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2303825.000000 Penalty: 3287.007568
	Iteration 1F: 3 clusters Score -2303825 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2304160.000000 Penalty: 3287.007568
	Iteration 2Q: 3 clusters Score -2304160 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2304441.000000 Penalty: 3287.007568
	Iteration 3Q: 3 clusters Score -2304441 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2304697.750000 Penalty: 3287.007568
	Iteration 4Q: 3 clusters Score -2304698 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2304941.750000 Penalty: 3287.007568
	Iteration 5Q: 3 clusters Score -2304942 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2305203.000000 Penalty: 3287.007568
	Iteration 6Q: 3 clusters Score -2305203 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2305509.500000 Penalty: 3287.007568
	Iteration 7Q: 3 clusters Score -2305510 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2305882.500000 Penalty: 3287.007568
	Iteration 8Q: 3 clusters Score -2305882 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2306408.000000 Penalty: 3287.007568
	Iteration 9Q: 3 clusters Score -2306408 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2307069.250000 Penalty: 3287.007568
	Iteration 10Q: 3 clusters Score -2307069 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2307837.000000 Penalty: 3287.007568
	Iteration 11Q: 3 clusters Score -2307837 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2308717.500000 Penalty: 3287.007568
	Iteration 12F: 3 clusters Score -2308718 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2309635.750000 Penalty: 3287.007568
	Iteration 13Q: 3 clusters Score -2309636 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2310511.250000 Penalty: 3287.007568
	Iteration 14Q: 3 clusters Score -2310511 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2311204.000000 Penalty: 3287.007568
	Iteration 15Q: 3 clusters Score -2311204 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2311735.250000 Penalty: 3287.007568
	Iteration 16Q: 3 clusters Score -2311735 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2312090.000000 Penalty: 3287.007568
	Iteration 17Q: 3 clusters Score -2312090 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2312342.000000 Penalty: 3287.007568
	Iteration 18Q: 3 clusters Score -2312342 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2312544.250000 Penalty: 3287.007568
	Iteration 19Q: 3 clusters Score -2312544 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2312656.750000 Penalty: 3287.007568
	Iteration 20F: 3 clusters Score -2312657 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2312732.000000 Penalty: 3287.007568
	Iteration 21Q: 3 clusters Score -2312732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2312779.000000 Penalty: 3287.007568
	Iteration 22Q: 3 clusters Score -2312779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2312822.000000 Penalty: 3287.007568
	Iteration 23Q: 3 clusters Score -2312822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2312841.250000 Penalty: 3287.007568
	Iteration 24Q: 3 clusters Score -2312841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2312856.500000 Penalty: 3287.007568
	Iteration 25Q: 3 clusters Score -2312856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2312874.250000 Penalty: 3287.007568
	Iteration 26Q: 3 clusters Score -2312874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2312888.000000 Penalty: 3287.007568
	Iteration 27Q: 3 clusters Score -2312888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2312900.250000 Penalty: 3287.007568
	Iteration 28Q: 3 clusters Score -2312900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2312906.500000 Penalty: 3287.007568
	Iteration 29Q: 3 clusters Score -2312906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -2312910.750000 Penalty: 3287.007568
	Iteration 30Q: 3 clusters Score -2312911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2312912.250000 Penalty: 3287.007568
	Iteration 31Q: 3 clusters Score -2312912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -2312913.000000 Penalty: 3287.007568
	Iteration 32Q: 3 clusters Score -2312913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2312915.500000 Penalty: 3287.007568
	Iteration 33Q: 3 clusters Score -2312916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2312915.500000 Penalty: 3287.007568
	Iteration 34F: 3 clusters Score -2312916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -445199.781250 Penalty: 1381.686890
	Iteration 0F: 2 clusters Score -445199.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -441280.968750 Penalty: 2763.373779
	Iteration 0F: 3 clusters Score -441281 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -442371.312500 Penalty: 2763.373779
	Iteration 1F: 3 clusters Score -442371.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -442675.718750 Penalty: 2763.373779
	Iteration 2F: 3 clusters Score -442675.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -442970.156250 Penalty: 2763.373779
	Iteration 3F: 3 clusters Score -442970.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -443225.843750 Penalty: 2763.373779
	Iteration 4F: 3 clusters Score -443225.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -443418.218750 Penalty: 2763.373779
	Iteration 5F: 3 clusters Score -443418.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -443545.968750 Penalty: 2763.373779
	Iteration 6Q: 3 clusters Score -443546 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -443656.125000 Penalty: 2763.373779
	Iteration 7Q: 3 clusters Score -443656.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -443761.812500 Penalty: 2763.373779
	Iteration 8Q: 3 clusters Score -443761.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -443849.812500 Penalty: 2763.373779
	Iteration 9Q: 3 clusters Score -443849.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -443930.562500 Penalty: 2763.373779
	Iteration 10Q: 3 clusters Score -443930.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -444017.000000 Penalty: 2763.373779
	Iteration 11Q: 3 clusters Score -444017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -444089.562500 Penalty: 2763.373779
	Iteration 12Q: 3 clusters Score -444089.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -444147.843750 Penalty: 2763.373779
	Iteration 13Q: 3 clusters Score -444147.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -444192.343750 Penalty: 2763.373779
	Iteration 14Q: 3 clusters Score -444192.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -444232.125000 Penalty: 2763.373779
	Iteration 15Q: 3 clusters Score -444232.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -444275.593750 Penalty: 2763.373779
	Iteration 16Q: 3 clusters Score -444275.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -444315.250000 Penalty: 2763.373779
	Iteration 17Q: 3 clusters Score -444315.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -444345.093750 Penalty: 2763.373779
	Iteration 18Q: 3 clusters Score -444345.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -444373.531250 Penalty: 2763.373779
	Iteration 19Q: 3 clusters Score -444373.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -444389.750000 Penalty: 2763.373779
	Iteration 20F: 3 clusters Score -444389.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -444401.562500 Penalty: 2763.373779
	Iteration 21Q: 3 clusters Score -444401.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -444411.062500 Penalty: 2763.373779
	Iteration 22Q: 3 clusters Score -444411.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -444414.750000 Penalty: 2763.373779
	Iteration 23Q: 3 clusters Score -444414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -444416.437500 Penalty: 2763.373779
	Iteration 24Q: 3 clusters Score -444416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -444420.250000 Penalty: 2763.373779
	Iteration 25Q: 3 clusters Score -444420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -444423.062500 Penalty: 2763.373779
	Iteration 26Q: 3 clusters Score -444423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -444424.406250 Penalty: 2763.373779
	Iteration 27Q: 3 clusters Score -444424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -444425.531250 Penalty: 2763.373779
	Iteration 28Q: 3 clusters Score -444425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -444426.562500 Penalty: 2763.373779
	Iteration 29Q: 3 clusters Score -444426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -444426.656250 Penalty: 2763.373779
	Iteration 30Q: 3 clusters Score -444426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -444426.468750 Penalty: 2763.373779
	Iteration 31Q: 3 clusters Score -444426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -444426.468750 Penalty: 2763.373779
	Iteration 32F: 3 clusters Score -444426.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Entering Unmasked Estep 
Score: -1767774.500000 Penalty: 1601.297607
	Iteration 0F: 2 clusters Score -1767774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1754903.375000 Penalty: 3202.595215
	Iteration 0F: 3 clusters Score -1754903 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1759409.625000 Penalty: 3202.595215
	Iteration 1F: 3 clusters Score -1759410 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1759800.500000 Penalty: 3202.595215
	Iteration 2F: 3 clusters Score -1759800 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1760207.625000 Penalty: 3202.595215
	Iteration 3Q: 3 clusters Score -1760208 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1760677.625000 Penalty: 3202.595215
	Iteration 4F: 3 clusters Score -1760678 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1761246.250000 Penalty: 3202.595215
	Iteration 5F: 3 clusters Score -1761246 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1761913.500000 Penalty: 3202.595215
	Iteration 6F: 3 clusters Score -1761914 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1762724.875000 Penalty: 3202.595215
	Iteration 7F: 3 clusters Score -1762725 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1763639.500000 Penalty: 3202.595215
	Iteration 8F: 3 clusters Score -1763640 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1764451.750000 Penalty: 3202.595215
	Iteration 9F: 3 clusters Score -1764452 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1765090.250000 Penalty: 3202.595215
	Iteration 10Q: 3 clusters Score -1765090 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1765524.875000 Penalty: 3202.595215
	Iteration 11Q: 3 clusters Score -1765525 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1765828.125000 Penalty: 3202.595215
	Iteration 12Q: 3 clusters Score -1765828 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1766012.000000 Penalty: 3202.595215
	Iteration 13Q: 3 clusters Score -1766012 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1766118.875000 Penalty: 3202.595215
	Iteration 14Q: 3 clusters Score -1766119 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1766207.375000 Penalty: 3202.595215
	Iteration 15Q: 3 clusters Score -1766207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1766265.250000 Penalty: 3202.595215
	Iteration 16Q: 3 clusters Score -1766265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1766297.250000 Penalty: 3202.595215
	Iteration 17Q: 3 clusters Score -1766297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1766317.625000 Penalty: 3202.595215
	Iteration 18Q: 3 clusters Score -1766318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1766333.500000 Penalty: 3202.595215
	Iteration 19Q: 3 clusters Score -1766334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1766354.625000 Penalty: 3202.595215
	Iteration 20F: 3 clusters Score -1766355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1766370.250000 Penalty: 3202.595215
	Iteration 21Q: 3 clusters Score -1766370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1766383.625000 Penalty: 3202.595215
	Iteration 22Q: 3 clusters Score -1766384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1766395.750000 Penalty: 3202.595215
	Iteration 23Q: 3 clusters Score -1766396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1766403.375000 Penalty: 3202.595215
	Iteration 24Q: 3 clusters Score -1766403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1766406.000000 Penalty: 3202.595215
	Iteration 25Q: 3 clusters Score -1766406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -1766413.625000 Penalty: 3202.595215
	Iteration 26Q: 3 clusters Score -1766414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1766415.250000 Penalty: 3202.595215
	Iteration 27Q: 3 clusters Score -1766415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1766417.125000 Penalty: 3202.595215
	Iteration 28Q: 3 clusters Score -1766417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -1766417.250000 Penalty: 3202.595215
	Iteration 29Q: 3 clusters Score -1766417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -1766417.250000 Penalty: 3202.595215
	Iteration 30F: 3 clusters Score -1766417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -436451.375000 Penalty: 1378.321777
	Iteration 0F: 2 clusters Score -436451.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -432588.375000 Penalty: 2756.643555
	Iteration 0F: 3 clusters Score -432588.4 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -434000.343750 Penalty: 2756.643555
	Iteration 1F: 3 clusters Score -434000.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -434591.406250 Penalty: 2756.643555
	Iteration 2F: 3 clusters Score -434591.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -435055.000000 Penalty: 2756.643555
	Iteration 3F: 3 clusters Score -435055 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -435416.468750 Penalty: 2756.643555
	Iteration 4F: 3 clusters Score -435416.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -435631.125000 Penalty: 2756.643555
	Iteration 5Q: 3 clusters Score -435631.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -435747.750000 Penalty: 2756.643555
	Iteration 6Q: 3 clusters Score -435747.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -435836.500000 Penalty: 2756.643555
	Iteration 7Q: 3 clusters Score -435836.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -435877.406250 Penalty: 2756.643555
	Iteration 8Q: 3 clusters Score -435877.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -435917.125000 Penalty: 2756.643555
	Iteration 9Q: 3 clusters Score -435917.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -435951.968750 Penalty: 2756.643555
	Iteration 10Q: 3 clusters Score -435952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -435973.093750 Penalty: 2756.643555
	Iteration 11Q: 3 clusters Score -435973.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -435999.812500 Penalty: 2756.643555
	Iteration 12Q: 3 clusters Score -435999.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -436041.718750 Penalty: 2756.643555
	Iteration 13Q: 3 clusters Score -436041.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -436087.937500 Penalty: 2756.643555
	Iteration 14Q: 3 clusters Score -436087.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -436116.906250 Penalty: 2756.643555
	Iteration 15Q: 3 clusters Score -436116.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -436138.593750 Penalty: 2756.643555
	Iteration 16Q: 3 clusters Score -436138.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -436156.812500 Penalty: 2756.643555
	Iteration 17Q: 3 clusters Score -436156.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -436164.250000 Penalty: 2756.643555
	Iteration 18Q: 3 clusters Score -436164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -436171.593750 Penalty: 2756.643555
	Iteration 19Q: 3 clusters Score -436171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -436173.406250 Penalty: 2756.643555
	Iteration 20F: 3 clusters Score -436173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -436175.281250 Penalty: 2756.643555
	Iteration 21Q: 3 clusters Score -436175.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -436175.687500 Penalty: 2756.643555
	Iteration 22Q: 3 clusters Score -436175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -436177.343750 Penalty: 2756.643555
	Iteration 23Q: 3 clusters Score -436177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -436177.406250 Penalty: 2756.643555
	Iteration 24Q: 3 clusters Score -436177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -436177.968750 Penalty: 2756.643555
	Iteration 25Q: 3 clusters Score -436178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -436177.968750 Penalty: 2756.643555
	Iteration 26F: 3 clusters Score -436178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Entering Unmasked Estep 
Score: -436710.406250 Penalty: 1374.644775
	Iteration 0F: 2 clusters Score -436710.4 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 2344 members 
Entering Unmasked Estep 
Score: -432925.218750 Penalty: 2749.289551
	Iteration 0F: 3 clusters Score -432925.2 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -433988.125000 Penalty: 2749.289551
	Iteration 1F: 3 clusters Score -433988.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -434152.000000 Penalty: 2749.289551
	Iteration 2F: 3 clusters Score -434152 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -434266.937500 Penalty: 2749.289551
	Iteration 3F: 3 clusters Score -434266.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -434363.468750 Penalty: 2749.289551
	Iteration 4Q: 3 clusters Score -434363.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -434438.250000 Penalty: 2749.289551
	Iteration 5Q: 3 clusters Score -434438.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -434497.812500 Penalty: 2749.289551
	Iteration 6Q: 3 clusters Score -434497.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -434568.312500 Penalty: 2749.289551
	Iteration 7Q: 3 clusters Score -434568.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -434641.406250 Penalty: 2749.289551
	Iteration 8Q: 3 clusters Score -434641.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -434722.781250 Penalty: 2749.289551
	Iteration 9Q: 3 clusters Score -434722.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -434775.125000 Penalty: 2749.289551
	Iteration 10Q: 3 clusters Score -434775.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -434826.906250 Penalty: 2749.289551
	Iteration 11Q: 3 clusters Score -434826.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -434875.062500 Penalty: 2749.289551
	Iteration 12Q: 3 clusters Score -434875.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -434909.312500 Penalty: 2749.289551
	Iteration 13Q: 3 clusters Score -434909.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -434945.500000 Penalty: 2749.289551
	Iteration 14Q: 3 clusters Score -434945.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -434978.218750 Penalty: 2749.289551
	Iteration 15Q: 3 clusters Score -434978.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -435005.781250 Penalty: 2749.289551
	Iteration 16Q: 3 clusters Score -435005.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -435030.593750 Penalty: 2749.289551
	Iteration 17Q: 3 clusters Score -435030.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -435049.875000 Penalty: 2749.289551
	Iteration 18Q: 3 clusters Score -435049.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -435070.062500 Penalty: 2749.289551
	Iteration 19Q: 3 clusters Score -435070.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -435090.593750 Penalty: 2749.289551
	Iteration 20F: 3 clusters Score -435090.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -435118.593750 Penalty: 2749.289551
	Iteration 21Q: 3 clusters Score -435118.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -435147.687500 Penalty: 2749.289551
	Iteration 22Q: 3 clusters Score -435147.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -435185.312500 Penalty: 2749.289551
	Iteration 23Q: 3 clusters Score -435185.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -435217.031250 Penalty: 2749.289551
	Iteration 24Q: 3 clusters Score -435217 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -435261.343750 Penalty: 2749.289551
	Iteration 25Q: 3 clusters Score -435261.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -435324.625000 Penalty: 2749.289551
	Iteration 26Q: 3 clusters Score -435324.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -435401.406250 Penalty: 2749.289551
	Iteration 27Q: 3 clusters Score -435401.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -435491.593750 Penalty: 2749.289551
	Iteration 28Q: 3 clusters Score -435491.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -435587.750000 Penalty: 2749.289551
	Iteration 29Q: 3 clusters Score -435587.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -435659.937500 Penalty: 2749.289551
	Iteration 30Q: 3 clusters Score -435659.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -435740.687500 Penalty: 2749.289551
	Iteration 31Q: 3 clusters Score -435740.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -435807.937500 Penalty: 2749.289551
	Iteration 32Q: 3 clusters Score -435807.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -435870.531250 Penalty: 2749.289551
	Iteration 33Q: 3 clusters Score -435870.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -435918.468750 Penalty: 2749.289551
	Iteration 34Q: 3 clusters Score -435918.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -435953.593750 Penalty: 2749.289551
	Iteration 35Q: 3 clusters Score -435953.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -435984.812500 Penalty: 2749.289551
	Iteration 36Q: 3 clusters Score -435984.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -436004.187500 Penalty: 2749.289551
	Iteration 37Q: 3 clusters Score -436004.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -436017.125000 Penalty: 2749.289551
	Iteration 38Q: 3 clusters Score -436017.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -436027.156250 Penalty: 2749.289551
	Iteration 39Q: 3 clusters Score -436027.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -436034.531250 Penalty: 2749.289551
	Iteration 40F: 3 clusters Score -436034.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -436041.062500 Penalty: 2749.289551
	Iteration 41Q: 3 clusters Score -436041.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -436043.937500 Penalty: 2749.289551
	Iteration 42Q: 3 clusters Score -436043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -436045.937500 Penalty: 2749.289551
	Iteration 43Q: 3 clusters Score -436045.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -436048.656250 Penalty: 2749.289551
	Iteration 44Q: 3 clusters Score -436048.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -436050.906250 Penalty: 2749.289551
	Iteration 45Q: 3 clusters Score -436050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -436051.156250 Penalty: 2749.289551
	Iteration 46Q: 3 clusters Score -436051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -436051.906250 Penalty: 2749.289551
	Iteration 47Q: 3 clusters Score -436051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -436052.687500 Penalty: 2749.289551
	Iteration 48Q: 3 clusters Score -436052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -436053.343750 Penalty: 2749.289551
	Iteration 49Q: 3 clusters Score -436053.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -436055.281250 Penalty: 2749.289551
	Iteration 50Q: 3 clusters Score -436055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -436056.031250 Penalty: 2749.289551
	Iteration 51Q: 3 clusters Score -436056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -436058.000000 Penalty: 2749.289551
	Iteration 52Q: 3 clusters Score -436058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -436059.218750 Penalty: 2749.289551
	Iteration 53Q: 3 clusters Score -436059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -436060.468750 Penalty: 2749.289551
	Iteration 54Q: 3 clusters Score -436060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -436062.062500 Penalty: 2749.289551
	Iteration 55Q: 3 clusters Score -436062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -436064.031250 Penalty: 2749.289551
	Iteration 56Q: 3 clusters Score -436064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -436066.062500 Penalty: 2749.289551
	Iteration 57Q: 3 clusters Score -436066.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -436065.812500 Penalty: 2749.289551
	Iteration 58Q: 3 clusters Score -436065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -436067.218750 Penalty: 2749.289551
	Iteration 59Q: 3 clusters Score -436067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -436068.156250 Penalty: 2749.289551
	Iteration 60F: 3 clusters Score -436068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -436068.156250 Penalty: 2749.289551
	Iteration 61Q: 3 clusters Score -436068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -436069.531250 Penalty: 2749.289551
	Iteration 62Q: 3 clusters Score -436069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -436070.093750 Penalty: 2749.289551
	Iteration 63Q: 3 clusters Score -436070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -436070.593750 Penalty: 2749.289551
	Iteration 64Q: 3 clusters Score -436070.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -436070.593750 Penalty: 2749.289551
	Iteration 65F: 3 clusters Score -436070.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -553177.250000 Penalty: 1415.019653
	Iteration 0F: 2 clusters Score -553177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -548493.375000 Penalty: 2830.039307
	Iteration 0F: 3 clusters Score -548493.4 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -549846.687500 Penalty: 2830.039307
	Iteration 1F: 3 clusters Score -549846.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -550066.875000 Penalty: 2830.039307
	Iteration 2F: 3 clusters Score -550066.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -550245.812500 Penalty: 2830.039307
	Iteration 3F: 3 clusters Score -550245.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -550421.250000 Penalty: 2830.039307
	Iteration 4Q: 3 clusters Score -550421.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -550607.687500 Penalty: 2830.039307
	Iteration 5Q: 3 clusters Score -550607.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -550808.250000 Penalty: 2830.039307
	Iteration 6Q: 3 clusters Score -550808.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -551013.125000 Penalty: 2830.039307
	Iteration 7Q: 3 clusters Score -551013.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -551190.875000 Penalty: 2830.039307
	Iteration 8Q: 3 clusters Score -551190.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -551343.937500 Penalty: 2830.039307
	Iteration 9Q: 3 clusters Score -551343.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -551462.312500 Penalty: 2830.039307
	Iteration 10Q: 3 clusters Score -551462.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -551538.187500 Penalty: 2830.039307
	Iteration 11Q: 3 clusters Score -551538.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -551605.312500 Penalty: 2830.039307
	Iteration 12Q: 3 clusters Score -551605.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -551682.000000 Penalty: 2830.039307
	Iteration 13Q: 3 clusters Score -551682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -551749.687500 Penalty: 2830.039307
	Iteration 14Q: 3 clusters Score -551749.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -551809.187500 Penalty: 2830.039307
	Iteration 15Q: 3 clusters Score -551809.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -551859.750000 Penalty: 2830.039307
	Iteration 16Q: 3 clusters Score -551859.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -551899.937500 Penalty: 2830.039307
	Iteration 17Q: 3 clusters Score -551899.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -551924.312500 Penalty: 2830.039307
	Iteration 18Q: 3 clusters Score -551924.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -551935.250000 Penalty: 2830.039307
	Iteration 19Q: 3 clusters Score -551935.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -551946.437500 Penalty: 2830.039307
	Iteration 20F: 3 clusters Score -551946.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -551954.250000 Penalty: 2830.039307
	Iteration 21Q: 3 clusters Score -551954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -551959.062500 Penalty: 2830.039307
	Iteration 22Q: 3 clusters Score -551959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -551960.625000 Penalty: 2830.039307
	Iteration 23Q: 3 clusters Score -551960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -551961.562500 Penalty: 2830.039307
	Iteration 24Q: 3 clusters Score -551961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -551962.375000 Penalty: 2830.039307
	Iteration 25Q: 3 clusters Score -551962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -551962.687500 Penalty: 2830.039307
	Iteration 26Q: 3 clusters Score -551962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -551962.562500 Penalty: 2830.039307
	Iteration 27Q: 3 clusters Score -551962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -551964.375000 Penalty: 2830.039307
	Iteration 28Q: 3 clusters Score -551964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -551963.875000 Penalty: 2830.039307
	Iteration 29Q: 3 clusters Score -551963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -551965.687500 Penalty: 2830.039307
	Iteration 30Q: 3 clusters Score -551965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -551966.500000 Penalty: 2830.039307
	Iteration 31Q: 3 clusters Score -551966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -551966.500000 Penalty: 2830.039307
	Iteration 32F: 3 clusters Score -551966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -214016.250000 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -214016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -211747.906250 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -211747.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -212264.859375 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -212264.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -212376.265625 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -212376.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -212459.656250 Penalty: 2515.574707
	Iteration 3Q: 3 clusters Score -212459.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -212518.937500 Penalty: 2515.574707
	Iteration 4Q: 3 clusters Score -212518.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -212576.109375 Penalty: 2515.574707
	Iteration 5Q: 3 clusters Score -212576.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -212644.171875 Penalty: 2515.574707
	Iteration 6Q: 3 clusters Score -212644.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -212754.406250 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -212754.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -212887.515625 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -212887.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -212997.453125 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -212997.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -213093.578125 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -213093.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -213175.062500 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -213175.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -213250.375000 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -213250.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -213329.046875 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -213329 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -213414.312500 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -213414.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -213477.421875 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -213477.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -213542.203125 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -213542.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -213623.203125 Penalty: 2515.574707
	Iteration 17Q: 3 clusters Score -213623.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -213716.328125 Penalty: 2515.574707
	Iteration 18Q: 3 clusters Score -213716.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -213777.890625 Penalty: 2515.574707
	Iteration 19Q: 3 clusters Score -213777.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -213812.156250 Penalty: 2515.574707
	Iteration 20F: 3 clusters Score -213812.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -213832.921875 Penalty: 2515.574707
	Iteration 21Q: 3 clusters Score -213832.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -213856.406250 Penalty: 2515.574707
	Iteration 22Q: 3 clusters Score -213856.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -213876.000000 Penalty: 2515.574707
	Iteration 23Q: 3 clusters Score -213876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -213887.937500 Penalty: 2515.574707
	Iteration 24Q: 3 clusters Score -213887.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -213896.812500 Penalty: 2515.574707
	Iteration 25Q: 3 clusters Score -213896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -213900.750000 Penalty: 2515.574707
	Iteration 26Q: 3 clusters Score -213900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -213901.468750 Penalty: 2515.574707
	Iteration 27Q: 3 clusters Score -213901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -213902.281250 Penalty: 2515.574707
	Iteration 28Q: 3 clusters Score -213902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -213902.406250 Penalty: 2515.574707
	Iteration 29Q: 3 clusters Score -213902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -213902.406250 Penalty: 2515.574707
	Iteration 30F: 3 clusters Score -213902.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Entering Unmasked Estep 
Score: -3905371.000000 Penalty: 1724.963867
	Iteration 0F: 2 clusters Score -3905371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3881307.000000 Penalty: 3449.927734
	Iteration 0F: 3 clusters Score -3881307 nChanged 18973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3891903.000000 Penalty: 3449.927734
	Iteration 1F: 3 clusters Score -3891903 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3892434.000000 Penalty: 3449.927734
	Iteration 2Q: 3 clusters Score -3892434 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3893007.750000 Penalty: 3449.927734
	Iteration 3Q: 3 clusters Score -3893008 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3893723.500000 Penalty: 3449.927734
	Iteration 4Q: 3 clusters Score -3893724 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3894576.250000 Penalty: 3449.927734
	Iteration 5Q: 3 clusters Score -3894576 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3895678.500000 Penalty: 3449.927734
	Iteration 6Q: 3 clusters Score -3895678 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3897115.250000 Penalty: 3449.927734
	Iteration 7F: 3 clusters Score -3897115 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3898742.500000 Penalty: 3449.927734
	Iteration 8F: 3 clusters Score -3898742 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3900382.750000 Penalty: 3449.927734
	Iteration 9F: 3 clusters Score -3900383 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3901768.250000 Penalty: 3449.927734
	Iteration 10Q: 3 clusters Score -3901768 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3902405.250000 Penalty: 3449.927734
	Iteration 11Q: 3 clusters Score -3902405 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3902752.500000 Penalty: 3449.927734
	Iteration 12Q: 3 clusters Score -3902752 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3903022.500000 Penalty: 3449.927734
	Iteration 13Q: 3 clusters Score -3903022 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3903215.500000 Penalty: 3449.927734
	Iteration 14Q: 3 clusters Score -3903216 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3903395.000000 Penalty: 3449.927734
	Iteration 15Q: 3 clusters Score -3903395 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3903551.500000 Penalty: 3449.927734
	Iteration 16Q: 3 clusters Score -3903552 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3903659.750000 Penalty: 3449.927734
	Iteration 17Q: 3 clusters Score -3903660 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3903710.000000 Penalty: 3449.927734
	Iteration 18Q: 3 clusters Score -3903710 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3903757.500000 Penalty: 3449.927734
	Iteration 19Q: 3 clusters Score -3903758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3903806.000000 Penalty: 3449.927734
	Iteration 20F: 3 clusters Score -3903806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3903842.750000 Penalty: 3449.927734
	Iteration 21Q: 3 clusters Score -3903843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3903870.250000 Penalty: 3449.927734
	Iteration 22Q: 3 clusters Score -3903870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3903896.250000 Penalty: 3449.927734
	Iteration 23Q: 3 clusters Score -3903896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3903896.250000 Penalty: 3449.927734
	Iteration 24Q: 3 clusters Score -3903896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3903903.750000 Penalty: 3449.927734
	Iteration 25Q: 3 clusters Score -3903904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3903911.500000 Penalty: 3449.927734
	Iteration 26Q: 3 clusters Score -3903912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3903926.750000 Penalty: 3449.927734
	Iteration 27Q: 3 clusters Score -3903927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3903936.500000 Penalty: 3449.927734
	Iteration 28Q: 3 clusters Score -3903936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3903931.500000 Penalty: 3449.927734
	Iteration 29Q: 3 clusters Score -3903932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3903938.250000 Penalty: 3449.927734
	Iteration 30Q: 3 clusters Score -3903938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3903932.000000 Penalty: 3449.927734
	Iteration 31Q: 3 clusters Score -3903932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3903935.000000 Penalty: 3449.927734
	Iteration 32Q: 3 clusters Score -3903935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3903941.500000 Penalty: 3449.927734
	Iteration 33Q: 3 clusters Score -3903942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3903943.000000 Penalty: 3449.927734
	Iteration 34Q: 3 clusters Score -3903943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3903944.250000 Penalty: 3449.927734
	Iteration 35Q: 3 clusters Score -3903944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3903950.250000 Penalty: 3449.927734
	Iteration 36Q: 3 clusters Score -3903950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3903952.500000 Penalty: 3449.927734
	Iteration 37Q: 3 clusters Score -3903952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3903950.750000 Penalty: 3449.927734
	Iteration 38Q: 3 clusters Score -3903951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3903952.500000 Penalty: 3449.927734
	Iteration 39Q: 3 clusters Score -3903952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3903952.000000 Penalty: 3449.927734
	Iteration 40F: 3 clusters Score -3903952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3903955.000000 Penalty: 3449.927734
	Iteration 41Q: 3 clusters Score -3903955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3903952.750000 Penalty: 3449.927734
	Iteration 42Q: 3 clusters Score -3903953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3903950.500000 Penalty: 3449.927734
	Iteration 43Q: 3 clusters Score -3903950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3903950.500000 Penalty: 3449.927734
	Iteration 44F: 3 clusters Score -3903950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -138863.656250 Penalty: 1193.936157
	Iteration 0F: 2 clusters Score -138863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -137067.500000 Penalty: 2387.872314
	Iteration 0F: 3 clusters Score -137067.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -137466.250000 Penalty: 2387.872314
	Iteration 1F: 3 clusters Score -137466.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -137621.453125 Penalty: 2387.872314
	Iteration 2F: 3 clusters Score -137621.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -137744.843750 Penalty: 2387.872314
	Iteration 3F: 3 clusters Score -137744.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -137837.765625 Penalty: 2387.872314
	Iteration 4Q: 3 clusters Score -137837.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137893.109375 Penalty: 2387.872314
	Iteration 5Q: 3 clusters Score -137893.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -137944.531250 Penalty: 2387.872314
	Iteration 6Q: 3 clusters Score -137944.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -137985.000000 Penalty: 2387.872314
	Iteration 7Q: 3 clusters Score -137985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138026.093750 Penalty: 2387.872314
	Iteration 8Q: 3 clusters Score -138026.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -138055.968750 Penalty: 2387.872314
	Iteration 9Q: 3 clusters Score -138056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138086.671875 Penalty: 2387.872314
	Iteration 10Q: 3 clusters Score -138086.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138125.937500 Penalty: 2387.872314
	Iteration 11Q: 3 clusters Score -138125.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138169.515625 Penalty: 2387.872314
	Iteration 12Q: 3 clusters Score -138169.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138211.031250 Penalty: 2387.872314
	Iteration 13Q: 3 clusters Score -138211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -138258.343750 Penalty: 2387.872314
	Iteration 14Q: 3 clusters Score -138258.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138316.968750 Penalty: 2387.872314
	Iteration 15Q: 3 clusters Score -138317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138375.046875 Penalty: 2387.872314
	Iteration 16Q: 3 clusters Score -138375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138444.062500 Penalty: 2387.872314
	Iteration 17Q: 3 clusters Score -138444.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -138496.718750 Penalty: 2387.872314
	Iteration 18Q: 3 clusters Score -138496.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -138528.500000 Penalty: 2387.872314
	Iteration 19Q: 3 clusters Score -138528.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -138552.109375 Penalty: 2387.872314
	Iteration 20F: 3 clusters Score -138552.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -138562.843750 Penalty: 2387.872314
	Iteration 21Q: 3 clusters Score -138562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138564.765625 Penalty: 2387.872314
	Iteration 22Q: 3 clusters Score -138564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -138567.203125 Penalty: 2387.872314
	Iteration 23Q: 3 clusters Score -138567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -138571.937500 Penalty: 2387.872314
	Iteration 24Q: 3 clusters Score -138571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -138580.484375 Penalty: 2387.872314
	Iteration 25Q: 3 clusters Score -138580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138591.578125 Penalty: 2387.872314
	Iteration 26Q: 3 clusters Score -138591.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -138616.890625 Penalty: 2387.872314
	Iteration 27Q: 3 clusters Score -138616.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -138666.171875 Penalty: 2387.872314
	Iteration 28Q: 3 clusters Score -138666.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -138715.203125 Penalty: 2387.872314
	Iteration 29Q: 3 clusters Score -138715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -138727.921875 Penalty: 2387.872314
	Iteration 30Q: 3 clusters Score -138727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -138731.468750 Penalty: 2387.872314
	Iteration 31Q: 3 clusters Score -138731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138734.937500 Penalty: 2387.872314
	Iteration 32Q: 3 clusters Score -138734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138735.593750 Penalty: 2387.872314
	Iteration 33Q: 3 clusters Score -138735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138735.593750 Penalty: 2387.872314
	Iteration 34F: 3 clusters Score -138735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Entering Unmasked Estep 
Score: -4321534.000000 Penalty: 1737.566650
	Iteration 0F: 2 clusters Score -4321534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4302197.500000 Penalty: 3475.133301
	Iteration 0F: 3 clusters Score -4302198 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -4313748.500000 Penalty: 3475.133301
	Iteration 1F: 3 clusters Score -4313748 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4314088.000000 Penalty: 3475.133301
	Iteration 2Q: 3 clusters Score -4314088 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4314448.000000 Penalty: 3475.133301
	Iteration 3Q: 3 clusters Score -4314448 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4314824.000000 Penalty: 3475.133301
	Iteration 4Q: 3 clusters Score -4314824 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4315304.000000 Penalty: 3475.133301
	Iteration 5Q: 3 clusters Score -4315304 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4315939.500000 Penalty: 3475.133301
	Iteration 6Q: 3 clusters Score -4315940 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4316966.500000 Penalty: 3475.133301
	Iteration 7F: 3 clusters Score -4316966 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4318606.500000 Penalty: 3475.133301
	Iteration 8F: 3 clusters Score -4318606 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4320728.000000 Penalty: 3475.133301
	Iteration 9F: 3 clusters Score -4320728 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4320735.000000 Penalty: 3475.133301
	Iteration 10F: 3 clusters Score -4320735 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4320270.000000 Penalty: 3475.133301
	Iteration 11F: 3 clusters Score -4320270 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4320166.000000 Penalty: 3475.133301
	Iteration 12Q: 3 clusters Score -4320166 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4320186.000000 Penalty: 3475.133301
	Iteration 13Q: 3 clusters Score -4320186 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4320269.000000 Penalty: 3475.133301
	Iteration 14Q: 3 clusters Score -4320269 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4320307.000000 Penalty: 3475.133301
	Iteration 15Q: 3 clusters Score -4320307 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4320275.500000 Penalty: 3475.133301
	Iteration 16Q: 3 clusters Score -4320276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4320334.000000 Penalty: 3475.133301
	Iteration 17Q: 3 clusters Score -4320334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4320361.000000 Penalty: 3475.133301
	Iteration 18Q: 3 clusters Score -4320361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4320372.000000 Penalty: 3475.133301
	Iteration 19Q: 3 clusters Score -4320372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4320382.000000 Penalty: 3475.133301
	Iteration 20F: 3 clusters Score -4320382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4320394.500000 Penalty: 3475.133301
	Iteration 21Q: 3 clusters Score -4320394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4320397.000000 Penalty: 3475.133301
	Iteration 22Q: 3 clusters Score -4320397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4320389.500000 Penalty: 3475.133301
	Iteration 23Q: 3 clusters Score -4320390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4320402.500000 Penalty: 3475.133301
	Iteration 24Q: 3 clusters Score -4320402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4320410.500000 Penalty: 3475.133301
	Iteration 25Q: 3 clusters Score -4320410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4320409.500000 Penalty: 3475.133301
	Iteration 26Q: 3 clusters Score -4320410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4320415.500000 Penalty: 3475.133301
	Iteration 27Q: 3 clusters Score -4320416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4320413.000000 Penalty: 3475.133301
	Iteration 28Q: 3 clusters Score -4320413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4320413.000000 Penalty: 3475.133301
	Iteration 29F: 3 clusters Score -4320413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -171000.000000 Penalty: 1226.554688
	Iteration 0F: 2 clusters Score -171000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169012.187500 Penalty: 2453.109375
	Iteration 0F: 3 clusters Score -169012.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -169474.671875 Penalty: 2453.109375
	Iteration 1F: 3 clusters Score -169474.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169576.984375 Penalty: 2453.109375
	Iteration 2F: 3 clusters Score -169577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -169630.781250 Penalty: 2453.109375
	Iteration 3Q: 3 clusters Score -169630.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169693.609375 Penalty: 2453.109375
	Iteration 4Q: 3 clusters Score -169693.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -169783.296875 Penalty: 2453.109375
	Iteration 5Q: 3 clusters Score -169783.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -169938.296875 Penalty: 2453.109375
	Iteration 6Q: 3 clusters Score -169938.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -170140.375000 Penalty: 2453.109375
	Iteration 7F: 3 clusters Score -170140.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -170345.171875 Penalty: 2453.109375
	Iteration 8F: 3 clusters Score -170345.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -170492.546875 Penalty: 2453.109375
	Iteration 9F: 3 clusters Score -170492.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -170584.218750 Penalty: 2453.109375
	Iteration 10F: 3 clusters Score -170584.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -170634.968750 Penalty: 2453.109375
	Iteration 11Q: 3 clusters Score -170635 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -170680.843750 Penalty: 2453.109375
	Iteration 12Q: 3 clusters Score -170680.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170715.593750 Penalty: 2453.109375
	Iteration 13Q: 3 clusters Score -170715.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -170750.000000 Penalty: 2453.109375
	Iteration 14Q: 3 clusters Score -170750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -170792.875000 Penalty: 2453.109375
	Iteration 15Q: 3 clusters Score -170792.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -170825.109375 Penalty: 2453.109375
	Iteration 16Q: 3 clusters Score -170825.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -170856.546875 Penalty: 2453.109375
	Iteration 17Q: 3 clusters Score -170856.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -170896.421875 Penalty: 2453.109375
	Iteration 18Q: 3 clusters Score -170896.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -170942.078125 Penalty: 2453.109375
	Iteration 19Q: 3 clusters Score -170942.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170989.406250 Penalty: 2453.109375
	Iteration 20F: 3 clusters Score -170989.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171076.531250 Penalty: 2453.109375
	Iteration 21Q: 3 clusters Score -171076.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -171157.578125 Penalty: 2453.109375
	Iteration 22Q: 3 clusters Score -171157.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171190.921875 Penalty: 2453.109375
	Iteration 23Q: 3 clusters Score -171190.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171196.796875 Penalty: 2453.109375
	Iteration 24Q: 3 clusters Score -171196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171199.531250 Penalty: 2453.109375
	Iteration 25Q: 3 clusters Score -171199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171199.531250 Penalty: 2453.109375
	Iteration 26F: 3 clusters Score -171199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 36057 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24379 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 44034 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 12490 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 38680 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20544 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 26546 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32431 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7443 members 
Mstep: Class 46 contains 863 members 
Entering Unmasked Estep 
Score: -49774892.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49775560.000000 to -49774892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -506946.156250 Penalty: 1413.644165
	Iteration 0F: 2 clusters Score -506946.2 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 3004 members 
Entering Unmasked Estep 
Score: -502340.406250 Penalty: 2827.288330
	Iteration 0F: 3 clusters Score -502340.4 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -503820.812500 Penalty: 2827.288330
	Iteration 1F: 3 clusters Score -503820.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -504193.968750 Penalty: 2827.288330
	Iteration 2F: 3 clusters Score -504194 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -504511.343750 Penalty: 2827.288330
	Iteration 3F: 3 clusters Score -504511.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -504803.906250 Penalty: 2827.288330
	Iteration 4F: 3 clusters Score -504803.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -505036.375000 Penalty: 2827.288330
	Iteration 5F: 3 clusters Score -505036.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -505193.656250 Penalty: 2827.288330
	Iteration 6Q: 3 clusters Score -505193.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -505305.718750 Penalty: 2827.288330
	Iteration 7Q: 3 clusters Score -505305.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -505408.281250 Penalty: 2827.288330
	Iteration 8Q: 3 clusters Score -505408.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -505482.093750 Penalty: 2827.288330
	Iteration 9Q: 3 clusters Score -505482.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -505538.781250 Penalty: 2827.288330
	Iteration 10Q: 3 clusters Score -505538.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -505580.500000 Penalty: 2827.288330
	Iteration 11Q: 3 clusters Score -505580.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -505610.968750 Penalty: 2827.288330
	Iteration 12Q: 3 clusters Score -505611 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -505632.843750 Penalty: 2827.288330
	Iteration 13Q: 3 clusters Score -505632.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -505642.406250 Penalty: 2827.288330
	Iteration 14Q: 3 clusters Score -505642.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -505651.343750 Penalty: 2827.288330
	Iteration 15Q: 3 clusters Score -505651.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -505665.281250 Penalty: 2827.288330
	Iteration 16Q: 3 clusters Score -505665.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -505675.812500 Penalty: 2827.288330
	Iteration 17Q: 3 clusters Score -505675.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -505685.812500 Penalty: 2827.288330
	Iteration 18Q: 3 clusters Score -505685.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -505692.031250 Penalty: 2827.288330
	Iteration 19Q: 3 clusters Score -505692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -505696.000000 Penalty: 2827.288330
	Iteration 20F: 3 clusters Score -505696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -505702.375000 Penalty: 2827.288330
	Iteration 21Q: 3 clusters Score -505702.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -505711.562500 Penalty: 2827.288330
	Iteration 22Q: 3 clusters Score -505711.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -505717.156250 Penalty: 2827.288330
	Iteration 23Q: 3 clusters Score -505717.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -505723.031250 Penalty: 2827.288330
	Iteration 24Q: 3 clusters Score -505723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -505732.250000 Penalty: 2827.288330
	Iteration 25Q: 3 clusters Score -505732.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -505741.593750 Penalty: 2827.288330
	Iteration 26Q: 3 clusters Score -505741.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -505747.781250 Penalty: 2827.288330
	Iteration 27Q: 3 clusters Score -505747.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -505754.000000 Penalty: 2827.288330
	Iteration 28Q: 3 clusters Score -505754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -505758.156250 Penalty: 2827.288330
	Iteration 29Q: 3 clusters Score -505758.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -505762.781250 Penalty: 2827.288330
	Iteration 30Q: 3 clusters Score -505762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -505764.562500 Penalty: 2827.288330
	Iteration 31Q: 3 clusters Score -505764.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -505766.156250 Penalty: 2827.288330
	Iteration 32Q: 3 clusters Score -505766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -505769.375000 Penalty: 2827.288330
	Iteration 33Q: 3 clusters Score -505769.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -505772.593750 Penalty: 2827.288330
	Iteration 34Q: 3 clusters Score -505772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -505773.406250 Penalty: 2827.288330
	Iteration 35Q: 3 clusters Score -505773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -505773.781250 Penalty: 2827.288330
	Iteration 36Q: 3 clusters Score -505773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -505774.093750 Penalty: 2827.288330
	Iteration 37Q: 3 clusters Score -505774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -505775.062500 Penalty: 2827.288330
	Iteration 38Q: 3 clusters Score -505775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -505777.312500 Penalty: 2827.288330
	Iteration 39Q: 3 clusters Score -505777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -505780.437500 Penalty: 2827.288330
	Iteration 40F: 3 clusters Score -505780.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -505780.843750 Penalty: 2827.288330
	Iteration 41Q: 3 clusters Score -505780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -505783.437500 Penalty: 2827.288330
	Iteration 42Q: 3 clusters Score -505783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -505785.375000 Penalty: 2827.288330
	Iteration 43Q: 3 clusters Score -505785.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -505788.500000 Penalty: 2827.288330
	Iteration 44Q: 3 clusters Score -505788.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -505790.031250 Penalty: 2827.288330
	Iteration 45Q: 3 clusters Score -505790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -505791.562500 Penalty: 2827.288330
	Iteration 46Q: 3 clusters Score -505791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -505793.593750 Penalty: 2827.288330
	Iteration 47Q: 3 clusters Score -505793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -505797.687500 Penalty: 2827.288330
	Iteration 48Q: 3 clusters Score -505797.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -505802.281250 Penalty: 2827.288330
	Iteration 49Q: 3 clusters Score -505802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -505806.500000 Penalty: 2827.288330
	Iteration 50Q: 3 clusters Score -505806.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -505811.968750 Penalty: 2827.288330
	Iteration 51Q: 3 clusters Score -505812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -505817.968750 Penalty: 2827.288330
	Iteration 52Q: 3 clusters Score -505818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -505820.031250 Penalty: 2827.288330
	Iteration 53Q: 3 clusters Score -505820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -505823.093750 Penalty: 2827.288330
	Iteration 54Q: 3 clusters Score -505823.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -505831.843750 Penalty: 2827.288330
	Iteration 55Q: 3 clusters Score -505831.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -505841.000000 Penalty: 2827.288330
	Iteration 56Q: 3 clusters Score -505841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -505847.625000 Penalty: 2827.288330
	Iteration 57Q: 3 clusters Score -505847.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -505855.187500 Penalty: 2827.288330
	Iteration 58Q: 3 clusters Score -505855.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -505860.843750 Penalty: 2827.288330
	Iteration 59Q: 3 clusters Score -505860.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -505865.937500 Penalty: 2827.288330
	Iteration 60F: 3 clusters Score -505865.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -505876.750000 Penalty: 2827.288330
	Iteration 61Q: 3 clusters Score -505876.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -505887.468750 Penalty: 2827.288330
	Iteration 62Q: 3 clusters Score -505887.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -505898.937500 Penalty: 2827.288330
	Iteration 63Q: 3 clusters Score -505898.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -505916.437500 Penalty: 2827.288330
	Iteration 64Q: 3 clusters Score -505916.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -505928.625000 Penalty: 2827.288330
	Iteration 65Q: 3 clusters Score -505928.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -505938.437500 Penalty: 2827.288330
	Iteration 66Q: 3 clusters Score -505938.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -505953.656250 Penalty: 2827.288330
	Iteration 67Q: 3 clusters Score -505953.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -505969.156250 Penalty: 2827.288330
	Iteration 68Q: 3 clusters Score -505969.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -505984.468750 Penalty: 2827.288330
	Iteration 69Q: 3 clusters Score -505984.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -506004.125000 Penalty: 2827.288330
	Iteration 70Q: 3 clusters Score -506004.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -506025.718750 Penalty: 2827.288330
	Iteration 71Q: 3 clusters Score -506025.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -506038.312500 Penalty: 2827.288330
	Iteration 72Q: 3 clusters Score -506038.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -506054.343750 Penalty: 2827.288330
	Iteration 73Q: 3 clusters Score -506054.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -506073.843750 Penalty: 2827.288330
	Iteration 74Q: 3 clusters Score -506073.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -506088.843750 Penalty: 2827.288330
	Iteration 75Q: 3 clusters Score -506088.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -506097.875000 Penalty: 2827.288330
	Iteration 76Q: 3 clusters Score -506097.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -506106.750000 Penalty: 2827.288330
	Iteration 77Q: 3 clusters Score -506106.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -506119.343750 Penalty: 2827.288330
	Iteration 78Q: 3 clusters Score -506119.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -506137.156250 Penalty: 2827.288330
	Iteration 79Q: 3 clusters Score -506137.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -506157.656250 Penalty: 2827.288330
	Iteration 80F: 3 clusters Score -506157.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -506175.406250 Penalty: 2827.288330
	Iteration 81Q: 3 clusters Score -506175.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -506192.000000 Penalty: 2827.288330
	Iteration 82Q: 3 clusters Score -506192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -506207.125000 Penalty: 2827.288330
	Iteration 83Q: 3 clusters Score -506207.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -506226.750000 Penalty: 2827.288330
	Iteration 84Q: 3 clusters Score -506226.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -506246.625000 Penalty: 2827.288330
	Iteration 85Q: 3 clusters Score -506246.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -506258.125000 Penalty: 2827.288330
	Iteration 86Q: 3 clusters Score -506258.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -506264.375000 Penalty: 2827.288330
	Iteration 87Q: 3 clusters Score -506264.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -506273.187500 Penalty: 2827.288330
	Iteration 88Q: 3 clusters Score -506273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -506280.156250 Penalty: 2827.288330
	Iteration 89Q: 3 clusters Score -506280.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -506287.218750 Penalty: 2827.288330
	Iteration 90Q: 3 clusters Score -506287.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -506298.343750 Penalty: 2827.288330
	Iteration 91Q: 3 clusters Score -506298.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -506306.312500 Penalty: 2827.288330
	Iteration 92Q: 3 clusters Score -506306.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -506313.062500 Penalty: 2827.288330
	Iteration 93Q: 3 clusters Score -506313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -506321.781250 Penalty: 2827.288330
	Iteration 94Q: 3 clusters Score -506321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -506331.531250 Penalty: 2827.288330
	Iteration 95Q: 3 clusters Score -506331.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -506339.593750 Penalty: 2827.288330
	Iteration 96Q: 3 clusters Score -506339.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -506350.687500 Penalty: 2827.288330
	Iteration 97Q: 3 clusters Score -506350.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -506357.687500 Penalty: 2827.288330
	Iteration 98Q: 3 clusters Score -506357.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -506363.687500 Penalty: 2827.288330
	Iteration 99Q: 3 clusters Score -506363.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -506370.812500 Penalty: 2827.288330
	Iteration 100F: 3 clusters Score -506370.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -506376.812500 Penalty: 2827.288330
	Iteration 101Q: 3 clusters Score -506376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -506378.406250 Penalty: 2827.288330
	Iteration 102Q: 3 clusters Score -506378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -506379.687500 Penalty: 2827.288330
	Iteration 103Q: 3 clusters Score -506379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -506380.656250 Penalty: 2827.288330
	Iteration 104Q: 3 clusters Score -506380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -506381.656250 Penalty: 2827.288330
	Iteration 105Q: 3 clusters Score -506381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -506382.156250 Penalty: 2827.288330
	Iteration 106Q: 3 clusters Score -506382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -506382.781250 Penalty: 2827.288330
	Iteration 107Q: 3 clusters Score -506382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -506383.781250 Penalty: 2827.288330
	Iteration 108Q: 3 clusters Score -506383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -506383.781250 Penalty: 2827.288330
	Iteration 109F: 3 clusters Score -506383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -499554.281250 Penalty: 1395.432739
	Iteration 0F: 2 clusters Score -499554.3 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 2711 members 
Entering Unmasked Estep 
Score: -495355.093750 Penalty: 2790.865479
	Iteration 0F: 3 clusters Score -495355.1 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -496590.312500 Penalty: 2790.865479
	Iteration 1F: 3 clusters Score -496590.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -496786.093750 Penalty: 2790.865479
	Iteration 2F: 3 clusters Score -496786.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -496960.000000 Penalty: 2790.865479
	Iteration 3F: 3 clusters Score -496960 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -497093.843750 Penalty: 2790.865479
	Iteration 4Q: 3 clusters Score -497093.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -497208.687500 Penalty: 2790.865479
	Iteration 5Q: 3 clusters Score -497208.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -497315.187500 Penalty: 2790.865479
	Iteration 6Q: 3 clusters Score -497315.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -497415.468750 Penalty: 2790.865479
	Iteration 7Q: 3 clusters Score -497415.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -497506.531250 Penalty: 2790.865479
	Iteration 8Q: 3 clusters Score -497506.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -497624.031250 Penalty: 2790.865479
	Iteration 9Q: 3 clusters Score -497624 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -497741.875000 Penalty: 2790.865479
	Iteration 10Q: 3 clusters Score -497741.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -497889.718750 Penalty: 2790.865479
	Iteration 11Q: 3 clusters Score -497889.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -498031.312500 Penalty: 2790.865479
	Iteration 12Q: 3 clusters Score -498031.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -498184.125000 Penalty: 2790.865479
	Iteration 13Q: 3 clusters Score -498184.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -498316.656250 Penalty: 2790.865479
	Iteration 14Q: 3 clusters Score -498316.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -498395.562500 Penalty: 2790.865479
	Iteration 15Q: 3 clusters Score -498395.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -498454.375000 Penalty: 2790.865479
	Iteration 16Q: 3 clusters Score -498454.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -498492.781250 Penalty: 2790.865479
	Iteration 17Q: 3 clusters Score -498492.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -498518.781250 Penalty: 2790.865479
	Iteration 18Q: 3 clusters Score -498518.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -498535.437500 Penalty: 2790.865479
	Iteration 19Q: 3 clusters Score -498535.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -498552.062500 Penalty: 2790.865479
	Iteration 20F: 3 clusters Score -498552.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -498567.250000 Penalty: 2790.865479
	Iteration 21Q: 3 clusters Score -498567.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -498586.250000 Penalty: 2790.865479
	Iteration 22Q: 3 clusters Score -498586.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -498593.312500 Penalty: 2790.865479
	Iteration 23Q: 3 clusters Score -498593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -498599.531250 Penalty: 2790.865479
	Iteration 24Q: 3 clusters Score -498599.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -498606.125000 Penalty: 2790.865479
	Iteration 25Q: 3 clusters Score -498606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -498614.781250 Penalty: 2790.865479
	Iteration 26Q: 3 clusters Score -498614.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -498621.281250 Penalty: 2790.865479
	Iteration 27Q: 3 clusters Score -498621.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -498625.812500 Penalty: 2790.865479
	Iteration 28Q: 3 clusters Score -498625.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -498631.687500 Penalty: 2790.865479
	Iteration 29Q: 3 clusters Score -498631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -498632.187500 Penalty: 2790.865479
	Iteration 30Q: 3 clusters Score -498632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -498633.187500 Penalty: 2790.865479
	Iteration 31Q: 3 clusters Score -498633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -498632.375000 Penalty: 2790.865479
	Iteration 32Q: 3 clusters Score -498632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -498632.500000 Penalty: 2790.865479
	Iteration 33Q: 3 clusters Score -498632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -498632.500000 Penalty: 2790.865479
	Iteration 34F: 3 clusters Score -498632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -438354.968750 Penalty: 1379.896484
	Iteration 0F: 2 clusters Score -438355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -434441.125000 Penalty: 2759.792969
	Iteration 0F: 3 clusters Score -434441.1 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -435632.375000 Penalty: 2759.792969
	Iteration 1F: 3 clusters Score -435632.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -435854.093750 Penalty: 2759.792969
	Iteration 2F: 3 clusters Score -435854.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -435996.343750 Penalty: 2759.792969
	Iteration 3F: 3 clusters Score -435996.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -436095.187500 Penalty: 2759.792969
	Iteration 4Q: 3 clusters Score -436095.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -436155.062500 Penalty: 2759.792969
	Iteration 5Q: 3 clusters Score -436155.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -436204.656250 Penalty: 2759.792969
	Iteration 6Q: 3 clusters Score -436204.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -436260.281250 Penalty: 2759.792969
	Iteration 7Q: 3 clusters Score -436260.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -436331.156250 Penalty: 2759.792969
	Iteration 8Q: 3 clusters Score -436331.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -436420.375000 Penalty: 2759.792969
	Iteration 9Q: 3 clusters Score -436420.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -436508.343750 Penalty: 2759.792969
	Iteration 10Q: 3 clusters Score -436508.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -436600.593750 Penalty: 2759.792969
	Iteration 11Q: 3 clusters Score -436600.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -436697.281250 Penalty: 2759.792969
	Iteration 12Q: 3 clusters Score -436697.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -436778.218750 Penalty: 2759.792969
	Iteration 13Q: 3 clusters Score -436778.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -436839.968750 Penalty: 2759.792969
	Iteration 14Q: 3 clusters Score -436840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -436887.031250 Penalty: 2759.792969
	Iteration 15Q: 3 clusters Score -436887 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -436924.281250 Penalty: 2759.792969
	Iteration 16Q: 3 clusters Score -436924.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -436948.562500 Penalty: 2759.792969
	Iteration 17Q: 3 clusters Score -436948.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -436973.406250 Penalty: 2759.792969
	Iteration 18Q: 3 clusters Score -436973.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -436994.500000 Penalty: 2759.792969
	Iteration 19Q: 3 clusters Score -436994.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -437008.812500 Penalty: 2759.792969
	Iteration 20F: 3 clusters Score -437008.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -437024.937500 Penalty: 2759.792969
	Iteration 21Q: 3 clusters Score -437024.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -437040.343750 Penalty: 2759.792969
	Iteration 22Q: 3 clusters Score -437040.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -437049.281250 Penalty: 2759.792969
	Iteration 23Q: 3 clusters Score -437049.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -437058.906250 Penalty: 2759.792969
	Iteration 24Q: 3 clusters Score -437058.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -437069.625000 Penalty: 2759.792969
	Iteration 25Q: 3 clusters Score -437069.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -437081.093750 Penalty: 2759.792969
	Iteration 26Q: 3 clusters Score -437081.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -437094.781250 Penalty: 2759.792969
	Iteration 27Q: 3 clusters Score -437094.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -437102.156250 Penalty: 2759.792969
	Iteration 28Q: 3 clusters Score -437102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -437106.718750 Penalty: 2759.792969
	Iteration 29Q: 3 clusters Score -437106.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -437110.625000 Penalty: 2759.792969
	Iteration 30Q: 3 clusters Score -437110.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -437114.000000 Penalty: 2759.792969
	Iteration 31Q: 3 clusters Score -437114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -437119.062500 Penalty: 2759.792969
	Iteration 32Q: 3 clusters Score -437119.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -437122.406250 Penalty: 2759.792969
	Iteration 33Q: 3 clusters Score -437122.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -437126.187500 Penalty: 2759.792969
	Iteration 34Q: 3 clusters Score -437126.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -437130.875000 Penalty: 2759.792969
	Iteration 35Q: 3 clusters Score -437130.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -437138.250000 Penalty: 2759.792969
	Iteration 36Q: 3 clusters Score -437138.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -437145.250000 Penalty: 2759.792969
	Iteration 37Q: 3 clusters Score -437145.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -437154.750000 Penalty: 2759.792969
	Iteration 38Q: 3 clusters Score -437154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -437160.062500 Penalty: 2759.792969
	Iteration 39Q: 3 clusters Score -437160.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -437164.156250 Penalty: 2759.792969
	Iteration 40F: 3 clusters Score -437164.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -437166.625000 Penalty: 2759.792969
	Iteration 41Q: 3 clusters Score -437166.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -437169.593750 Penalty: 2759.792969
	Iteration 42Q: 3 clusters Score -437169.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -437170.093750 Penalty: 2759.792969
	Iteration 43Q: 3 clusters Score -437170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -437171.968750 Penalty: 2759.792969
	Iteration 44Q: 3 clusters Score -437172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -437172.468750 Penalty: 2759.792969
	Iteration 45Q: 3 clusters Score -437172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -437172.656250 Penalty: 2759.792969
	Iteration 46Q: 3 clusters Score -437172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -437173.531250 Penalty: 2759.792969
	Iteration 47Q: 3 clusters Score -437173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -437174.062500 Penalty: 2759.792969
	Iteration 48Q: 3 clusters Score -437174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -437176.125000 Penalty: 2759.792969
	Iteration 49Q: 3 clusters Score -437176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -437176.562500 Penalty: 2759.792969
	Iteration 50Q: 3 clusters Score -437176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -437177.218750 Penalty: 2759.792969
	Iteration 51Q: 3 clusters Score -437177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437178.406250 Penalty: 2759.792969
	Iteration 52Q: 3 clusters Score -437178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -437178.593750 Penalty: 2759.792969
	Iteration 53Q: 3 clusters Score -437178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -437179.125000 Penalty: 2759.792969
	Iteration 54Q: 3 clusters Score -437179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -437179.625000 Penalty: 2759.792969
	Iteration 55Q: 3 clusters Score -437179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -437181.281250 Penalty: 2759.792969
	Iteration 56Q: 3 clusters Score -437181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -437182.281250 Penalty: 2759.792969
	Iteration 57Q: 3 clusters Score -437182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -437183.125000 Penalty: 2759.792969
	Iteration 58Q: 3 clusters Score -437183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -437182.656250 Penalty: 2759.792969
	Iteration 59Q: 3 clusters Score -437182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -437184.468750 Penalty: 2759.792969
	Iteration 60F: 3 clusters Score -437184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -437184.593750 Penalty: 2759.792969
	Iteration 61Q: 3 clusters Score -437184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -437184.625000 Penalty: 2759.792969
	Iteration 62Q: 3 clusters Score -437184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -437185.687500 Penalty: 2759.792969
	Iteration 63Q: 3 clusters Score -437185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -437185.687500 Penalty: 2759.792969
	Iteration 64F: 3 clusters Score -437185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -599207.500000 Penalty: 1427.799316
	Iteration 0F: 2 clusters Score -599207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -594275.437500 Penalty: 2855.598633
	Iteration 0F: 3 clusters Score -594275.4 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -595772.250000 Penalty: 2855.598633
	Iteration 1F: 3 clusters Score -595772.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -596033.562500 Penalty: 2855.598633
	Iteration 2F: 3 clusters Score -596033.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -596246.937500 Penalty: 2855.598633
	Iteration 3F: 3 clusters Score -596246.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -596453.875000 Penalty: 2855.598633
	Iteration 4Q: 3 clusters Score -596453.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -596632.562500 Penalty: 2855.598633
	Iteration 5Q: 3 clusters Score -596632.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -596817.187500 Penalty: 2855.598633
	Iteration 6Q: 3 clusters Score -596817.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -596981.937500 Penalty: 2855.598633
	Iteration 7Q: 3 clusters Score -596981.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -597126.687500 Penalty: 2855.598633
	Iteration 8Q: 3 clusters Score -597126.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -597251.937500 Penalty: 2855.598633
	Iteration 9Q: 3 clusters Score -597251.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -597367.687500 Penalty: 2855.598633
	Iteration 10Q: 3 clusters Score -597367.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -597477.125000 Penalty: 2855.598633
	Iteration 11Q: 3 clusters Score -597477.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -597577.875000 Penalty: 2855.598633
	Iteration 12Q: 3 clusters Score -597577.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -597668.312500 Penalty: 2855.598633
	Iteration 13Q: 3 clusters Score -597668.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -597757.125000 Penalty: 2855.598633
	Iteration 14Q: 3 clusters Score -597757.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -597833.375000 Penalty: 2855.598633
	Iteration 15Q: 3 clusters Score -597833.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -597898.062500 Penalty: 2855.598633
	Iteration 16Q: 3 clusters Score -597898.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -597970.750000 Penalty: 2855.598633
	Iteration 17Q: 3 clusters Score -597970.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -598035.937500 Penalty: 2855.598633
	Iteration 18Q: 3 clusters Score -598035.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -598088.187500 Penalty: 2855.598633
	Iteration 19Q: 3 clusters Score -598088.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -598118.937500 Penalty: 2855.598633
	Iteration 20F: 3 clusters Score -598118.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -598145.812500 Penalty: 2855.598633
	Iteration 21Q: 3 clusters Score -598145.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -598170.125000 Penalty: 2855.598633
	Iteration 22Q: 3 clusters Score -598170.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -598193.437500 Penalty: 2855.598633
	Iteration 23Q: 3 clusters Score -598193.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -598216.437500 Penalty: 2855.598633
	Iteration 24Q: 3 clusters Score -598216.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -598235.500000 Penalty: 2855.598633
	Iteration 25Q: 3 clusters Score -598235.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -598248.875000 Penalty: 2855.598633
	Iteration 26Q: 3 clusters Score -598248.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -598264.437500 Penalty: 2855.598633
	Iteration 27Q: 3 clusters Score -598264.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -598271.375000 Penalty: 2855.598633
	Iteration 28Q: 3 clusters Score -598271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -598274.625000 Penalty: 2855.598633
	Iteration 29Q: 3 clusters Score -598274.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -598281.500000 Penalty: 2855.598633
	Iteration 30Q: 3 clusters Score -598281.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -598286.375000 Penalty: 2855.598633
	Iteration 31Q: 3 clusters Score -598286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -598292.000000 Penalty: 2855.598633
	Iteration 32Q: 3 clusters Score -598292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -598293.500000 Penalty: 2855.598633
	Iteration 33Q: 3 clusters Score -598293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -598294.937500 Penalty: 2855.598633
	Iteration 34Q: 3 clusters Score -598294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -598296.187500 Penalty: 2855.598633
	Iteration 35Q: 3 clusters Score -598296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -598299.562500 Penalty: 2855.598633
	Iteration 36Q: 3 clusters Score -598299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -598302.500000 Penalty: 2855.598633
	Iteration 37Q: 3 clusters Score -598302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -598303.937500 Penalty: 2855.598633
	Iteration 38Q: 3 clusters Score -598303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -598306.625000 Penalty: 2855.598633
	Iteration 39Q: 3 clusters Score -598306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -598309.812500 Penalty: 2855.598633
	Iteration 40F: 3 clusters Score -598309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -598312.062500 Penalty: 2855.598633
	Iteration 41Q: 3 clusters Score -598312.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -598314.875000 Penalty: 2855.598633
	Iteration 42Q: 3 clusters Score -598314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -598317.062500 Penalty: 2855.598633
	Iteration 43Q: 3 clusters Score -598317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -598319.562500 Penalty: 2855.598633
	Iteration 44Q: 3 clusters Score -598319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -598321.437500 Penalty: 2855.598633
	Iteration 45Q: 3 clusters Score -598321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -598322.687500 Penalty: 2855.598633
	Iteration 46Q: 3 clusters Score -598322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -598327.375000 Penalty: 2855.598633
	Iteration 47Q: 3 clusters Score -598327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -598331.437500 Penalty: 2855.598633
	Iteration 48Q: 3 clusters Score -598331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -598333.312500 Penalty: 2855.598633
	Iteration 49Q: 3 clusters Score -598333.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -598336.937500 Penalty: 2855.598633
	Iteration 50Q: 3 clusters Score -598336.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -598342.562500 Penalty: 2855.598633
	Iteration 51Q: 3 clusters Score -598342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -598346.125000 Penalty: 2855.598633
	Iteration 52Q: 3 clusters Score -598346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -598350.125000 Penalty: 2855.598633
	Iteration 53Q: 3 clusters Score -598350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -598353.562500 Penalty: 2855.598633
	Iteration 54Q: 3 clusters Score -598353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -598353.625000 Penalty: 2855.598633
	Iteration 55Q: 3 clusters Score -598353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -598356.250000 Penalty: 2855.598633
	Iteration 56Q: 3 clusters Score -598356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -598356.375000 Penalty: 2855.598633
	Iteration 57Q: 3 clusters Score -598356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -598356.562500 Penalty: 2855.598633
	Iteration 58Q: 3 clusters Score -598356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -598356.562500 Penalty: 2855.598633
	Iteration 59F: 3 clusters Score -598356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Entering Unmasked Estep 
Score: -1211628.000000 Penalty: 1532.811157
	Iteration 0F: 2 clusters Score -1211628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1202867.125000 Penalty: 3065.622314
	Iteration 0F: 3 clusters Score -1202867 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1205772.750000 Penalty: 3065.622314
	Iteration 1F: 3 clusters Score -1205773 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1206058.000000 Penalty: 3065.622314
	Iteration 2F: 3 clusters Score -1206058 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1206329.500000 Penalty: 3065.622314
	Iteration 3Q: 3 clusters Score -1206330 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1206629.375000 Penalty: 3065.622314
	Iteration 4F: 3 clusters Score -1206629 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1206955.375000 Penalty: 3065.622314
	Iteration 5F: 3 clusters Score -1206955 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1207370.875000 Penalty: 3065.622314
	Iteration 6F: 3 clusters Score -1207371 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1207836.250000 Penalty: 3065.622314
	Iteration 7F: 3 clusters Score -1207836 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1208300.750000 Penalty: 3065.622314
	Iteration 8F: 3 clusters Score -1208301 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1208794.500000 Penalty: 3065.622314
	Iteration 9Q: 3 clusters Score -1208794 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1209288.500000 Penalty: 3065.622314
	Iteration 10Q: 3 clusters Score -1209288 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1209674.000000 Penalty: 3065.622314
	Iteration 11Q: 3 clusters Score -1209674 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1209923.000000 Penalty: 3065.622314
	Iteration 12Q: 3 clusters Score -1209923 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1210054.250000 Penalty: 3065.622314
	Iteration 13Q: 3 clusters Score -1210054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1210112.875000 Penalty: 3065.622314
	Iteration 14Q: 3 clusters Score -1210113 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1210149.875000 Penalty: 3065.622314
	Iteration 15Q: 3 clusters Score -1210150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1210171.500000 Penalty: 3065.622314
	Iteration 16Q: 3 clusters Score -1210172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1210191.375000 Penalty: 3065.622314
	Iteration 17Q: 3 clusters Score -1210191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1210200.875000 Penalty: 3065.622314
	Iteration 18Q: 3 clusters Score -1210201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1210208.250000 Penalty: 3065.622314
	Iteration 19Q: 3 clusters Score -1210208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1210218.625000 Penalty: 3065.622314
	Iteration 20F: 3 clusters Score -1210219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1210225.500000 Penalty: 3065.622314
	Iteration 21Q: 3 clusters Score -1210226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1210230.875000 Penalty: 3065.622314
	Iteration 22Q: 3 clusters Score -1210231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1210236.250000 Penalty: 3065.622314
	Iteration 23Q: 3 clusters Score -1210236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1210238.375000 Penalty: 3065.622314
	Iteration 24Q: 3 clusters Score -1210238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1210242.750000 Penalty: 3065.622314
	Iteration 25Q: 3 clusters Score -1210243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1210245.000000 Penalty: 3065.622314
	Iteration 26Q: 3 clusters Score -1210245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1210246.750000 Penalty: 3065.622314
	Iteration 27Q: 3 clusters Score -1210247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1210249.000000 Penalty: 3065.622314
	Iteration 28Q: 3 clusters Score -1210249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1210252.125000 Penalty: 3065.622314
	Iteration 29Q: 3 clusters Score -1210252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1210250.250000 Penalty: 3065.622314
	Iteration 30Q: 3 clusters Score -1210250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1210252.125000 Penalty: 3065.622314
	Iteration 31Q: 3 clusters Score -1210252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1210253.625000 Penalty: 3065.622314
	Iteration 32Q: 3 clusters Score -1210254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1210253.250000 Penalty: 3065.622314
	Iteration 33Q: 3 clusters Score -1210253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1210255.750000 Penalty: 3065.622314
	Iteration 34Q: 3 clusters Score -1210256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1210256.000000 Penalty: 3065.622314
	Iteration 35Q: 3 clusters Score -1210256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1210258.250000 Penalty: 3065.622314
	Iteration 36Q: 3 clusters Score -1210258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1210258.250000 Penalty: 3065.622314
	Iteration 37F: 3 clusters Score -1210258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -111017.960938 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -111018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -109400.531250 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -109400.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109705.843750 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -109705.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -109800.523438 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -109800.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109851.234375 Penalty: 2325.757324
	Iteration 3Q: 3 clusters Score -109851.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -109884.625000 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -109884.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109905.187500 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -109905.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -109927.632812 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -109927.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -109942.039062 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -109942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109951.648438 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -109951.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109961.484375 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -109961.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109972.242188 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -109972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109976.414062 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -109976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109978.828125 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -109978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109981.359375 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -109981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109983.882812 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -109983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109987.820312 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -109987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109988.617188 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -109988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -109989.156250 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -109989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109990.789062 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -109990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109991.421875 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -109991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109991.609375 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -109991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Entering Unmasked Estep 
Score: -3672015.750000 Penalty: 1716.500122
	Iteration 0F: 2 clusters Score -3672016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3647633.500000 Penalty: 3433.000244
	Iteration 0F: 3 clusters Score -3647634 nChanged 17956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3657763.000000 Penalty: 3433.000244
	Iteration 1F: 3 clusters Score -3657763 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3658416.750000 Penalty: 3433.000244
	Iteration 2Q: 3 clusters Score -3658417 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3659426.000000 Penalty: 3433.000244
	Iteration 3F: 3 clusters Score -3659426 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3661073.250000 Penalty: 3433.000244
	Iteration 4F: 3 clusters Score -3661073 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3663475.500000 Penalty: 3433.000244
	Iteration 5F: 3 clusters Score -3663476 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3666203.500000 Penalty: 3433.000244
	Iteration 6F: 3 clusters Score -3666204 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3668356.000000 Penalty: 3433.000244
	Iteration 7F: 3 clusters Score -3668356 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3669444.750000 Penalty: 3433.000244
	Iteration 8Q: 3 clusters Score -3669445 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3669896.750000 Penalty: 3433.000244
	Iteration 9Q: 3 clusters Score -3669897 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3670131.000000 Penalty: 3433.000244
	Iteration 10Q: 3 clusters Score -3670131 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3670264.500000 Penalty: 3433.000244
	Iteration 11Q: 3 clusters Score -3670264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3670321.250000 Penalty: 3433.000244
	Iteration 12Q: 3 clusters Score -3670321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3670377.750000 Penalty: 3433.000244
	Iteration 13Q: 3 clusters Score -3670378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3670425.750000 Penalty: 3433.000244
	Iteration 14Q: 3 clusters Score -3670426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3670441.750000 Penalty: 3433.000244
	Iteration 15Q: 3 clusters Score -3670442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3670457.250000 Penalty: 3433.000244
	Iteration 16Q: 3 clusters Score -3670457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3670462.500000 Penalty: 3433.000244
	Iteration 17Q: 3 clusters Score -3670462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3670478.000000 Penalty: 3433.000244
	Iteration 18Q: 3 clusters Score -3670478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3670498.750000 Penalty: 3433.000244
	Iteration 19Q: 3 clusters Score -3670499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3670498.750000 Penalty: 3433.000244
	Iteration 20F: 3 clusters Score -3670499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3670509.250000 Penalty: 3433.000244
	Iteration 21Q: 3 clusters Score -3670509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3670509.250000 Penalty: 3433.000244
	Iteration 22Q: 3 clusters Score -3670509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3670514.000000 Penalty: 3433.000244
	Iteration 23Q: 3 clusters Score -3670514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3670517.000000 Penalty: 3433.000244
	Iteration 24Q: 3 clusters Score -3670517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3670518.000000 Penalty: 3433.000244
	Iteration 25Q: 3 clusters Score -3670518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3670518.000000 Penalty: 3433.000244
	Iteration 26F: 3 clusters Score -3670518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -328656.343750 Penalty: 1332.814453
	Iteration 0F: 2 clusters Score -328656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -325529.937500 Penalty: 2665.628906
	Iteration 0F: 3 clusters Score -325529.9 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -326384.531250 Penalty: 2665.628906
	Iteration 1F: 3 clusters Score -326384.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -326619.375000 Penalty: 2665.628906
	Iteration 2F: 3 clusters Score -326619.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -326805.906250 Penalty: 2665.628906
	Iteration 3F: 3 clusters Score -326805.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -326969.156250 Penalty: 2665.628906
	Iteration 4F: 3 clusters Score -326969.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -327158.312500 Penalty: 2665.628906
	Iteration 5F: 3 clusters Score -327158.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -327375.781250 Penalty: 2665.628906
	Iteration 6F: 3 clusters Score -327375.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -327603.156250 Penalty: 2665.628906
	Iteration 7F: 3 clusters Score -327603.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -327738.312500 Penalty: 2665.628906
	Iteration 8Q: 3 clusters Score -327738.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -327835.437500 Penalty: 2665.628906
	Iteration 9Q: 3 clusters Score -327835.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -327913.718750 Penalty: 2665.628906
	Iteration 10Q: 3 clusters Score -327913.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -327974.062500 Penalty: 2665.628906
	Iteration 11Q: 3 clusters Score -327974.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -328026.843750 Penalty: 2665.628906
	Iteration 12Q: 3 clusters Score -328026.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -328065.937500 Penalty: 2665.628906
	Iteration 13Q: 3 clusters Score -328065.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -328108.250000 Penalty: 2665.628906
	Iteration 14Q: 3 clusters Score -328108.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -328150.156250 Penalty: 2665.628906
	Iteration 15Q: 3 clusters Score -328150.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -328182.875000 Penalty: 2665.628906
	Iteration 16Q: 3 clusters Score -328182.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -328210.343750 Penalty: 2665.628906
	Iteration 17Q: 3 clusters Score -328210.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -328228.625000 Penalty: 2665.628906
	Iteration 18Q: 3 clusters Score -328228.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -328235.093750 Penalty: 2665.628906
	Iteration 19Q: 3 clusters Score -328235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -328237.031250 Penalty: 2665.628906
	Iteration 20F: 3 clusters Score -328237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -328238.125000 Penalty: 2665.628906
	Iteration 21Q: 3 clusters Score -328238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -328238.812500 Penalty: 2665.628906
	Iteration 22Q: 3 clusters Score -328238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -328239.500000 Penalty: 2665.628906
	Iteration 23Q: 3 clusters Score -328239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -328239.500000 Penalty: 2665.628906
	Iteration 24F: 3 clusters Score -328239.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -176330.000000 Penalty: 1228.766724
	Iteration 0F: 2 clusters Score -176330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -174261.968750 Penalty: 2457.533447
	Iteration 0F: 3 clusters Score -174262 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -174780.296875 Penalty: 2457.533447
	Iteration 1F: 3 clusters Score -174780.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175145.281250 Penalty: 2457.533447
	Iteration 2F: 3 clusters Score -175145.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175415.171875 Penalty: 2457.533447
	Iteration 3F: 3 clusters Score -175415.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175627.984375 Penalty: 2457.533447
	Iteration 4F: 3 clusters Score -175628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -175750.562500 Penalty: 2457.533447
	Iteration 5Q: 3 clusters Score -175750.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -175848.437500 Penalty: 2457.533447
	Iteration 6Q: 3 clusters Score -175848.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -175908.937500 Penalty: 2457.533447
	Iteration 7Q: 3 clusters Score -175908.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175958.828125 Penalty: 2457.533447
	Iteration 8Q: 3 clusters Score -175958.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175982.812500 Penalty: 2457.533447
	Iteration 9Q: 3 clusters Score -175982.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -175992.734375 Penalty: 2457.533447
	Iteration 10Q: 3 clusters Score -175992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -175996.437500 Penalty: 2457.533447
	Iteration 11Q: 3 clusters Score -175996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -175998.078125 Penalty: 2457.533447
	Iteration 12Q: 3 clusters Score -175998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -175998.984375 Penalty: 2457.533447
	Iteration 13Q: 3 clusters Score -175999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -175999.531250 Penalty: 2457.533447
	Iteration 14Q: 3 clusters Score -175999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -176000.343750 Penalty: 2457.533447
	Iteration 15Q: 3 clusters Score -176000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -176000.890625 Penalty: 2457.533447
	Iteration 16Q: 3 clusters Score -176000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -176002.765625 Penalty: 2457.533447
	Iteration 17Q: 3 clusters Score -176002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -176004.687500 Penalty: 2457.533447
	Iteration 18Q: 3 clusters Score -176004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -176005.078125 Penalty: 2457.533447
	Iteration 19Q: 3 clusters Score -176005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -176005.078125 Penalty: 2457.533447
	Iteration 20F: 3 clusters Score -176005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -463411.500000 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -463411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -459395.500000 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -459395.5 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -460602.531250 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -460602.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -460968.250000 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -460968.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -461359.031250 Penalty: 2767.567383
	Iteration 3F: 3 clusters Score -461359 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -461752.562500 Penalty: 2767.567383
	Iteration 4F: 3 clusters Score -461752.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -462201.906250 Penalty: 2767.567383
	Iteration 5F: 3 clusters Score -462201.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -462659.812500 Penalty: 2767.567383
	Iteration 6F: 3 clusters Score -462659.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -462993.218750 Penalty: 2767.567383
	Iteration 7F: 3 clusters Score -462993.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -463226.531250 Penalty: 2767.567383
	Iteration 8Q: 3 clusters Score -463226.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -463346.125000 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -463346.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -463401.750000 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -463401.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -463437.750000 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -463437.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -463457.968750 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -463458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -463472.687500 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -463472.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -463479.562500 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -463479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -463481.250000 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -463481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -463484.187500 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -463484.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -463488.375000 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -463488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -463489.812500 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -463489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -463491.250000 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -463491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -463491.406250 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -463491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 36057 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24379 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 44034 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 12490 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 38680 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 2788 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20544 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 26546 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32431 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7443 members 
Mstep: Class 46 contains 2204 members 
Entering Unmasked Estep 
Score: -49774952.000000 Penalty: 98713.132812
Splitting cluster 29 changes total score from -49775560.000000 to -49774952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -107032.664062 Penalty: 1159.160645
	Iteration 0F: 2 clusters Score -107032.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105410.664062 Penalty: 2318.321289
	Iteration 0F: 3 clusters Score -105410.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105759.109375 Penalty: 2318.321289
	Iteration 1F: 3 clusters Score -105759.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105854.437500 Penalty: 2318.321289
	Iteration 2F: 3 clusters Score -105854.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105904.210938 Penalty: 2318.321289
	Iteration 3Q: 3 clusters Score -105904.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -105944.468750 Penalty: 2318.321289
	Iteration 4Q: 3 clusters Score -105944.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -105970.289062 Penalty: 2318.321289
	Iteration 5Q: 3 clusters Score -105970.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105988.218750 Penalty: 2318.321289
	Iteration 6Q: 3 clusters Score -105988.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106010.921875 Penalty: 2318.321289
	Iteration 7Q: 3 clusters Score -106010.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106021.578125 Penalty: 2318.321289
	Iteration 8Q: 3 clusters Score -106021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106029.726562 Penalty: 2318.321289
	Iteration 9Q: 3 clusters Score -106029.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106035.578125 Penalty: 2318.321289
	Iteration 10Q: 3 clusters Score -106035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106041.171875 Penalty: 2318.321289
	Iteration 11Q: 3 clusters Score -106041.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -106050.304688 Penalty: 2318.321289
	Iteration 12Q: 3 clusters Score -106050.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -106057.296875 Penalty: 2318.321289
	Iteration 13Q: 3 clusters Score -106057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106058.781250 Penalty: 2318.321289
	Iteration 14Q: 3 clusters Score -106058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -106062.320312 Penalty: 2318.321289
	Iteration 15Q: 3 clusters Score -106062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -106063.039062 Penalty: 2318.321289
	Iteration 16Q: 3 clusters Score -106063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -106063.406250 Penalty: 2318.321289
	Iteration 17Q: 3 clusters Score -106063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106063.867188 Penalty: 2318.321289
	Iteration 18Q: 3 clusters Score -106063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106063.867188 Penalty: 2318.321289
	Iteration 19F: 3 clusters Score -106063.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -135136.812500 Penalty: 1196.120239
	Iteration 0F: 2 clusters Score -135136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -133339.812500 Penalty: 2392.240479
	Iteration 0F: 3 clusters Score -133339.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -133697.046875 Penalty: 2392.240479
	Iteration 1F: 3 clusters Score -133697 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -133815.218750 Penalty: 2392.240479
	Iteration 2F: 3 clusters Score -133815.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -133895.406250 Penalty: 2392.240479
	Iteration 3F: 3 clusters Score -133895.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133955.656250 Penalty: 2392.240479
	Iteration 4Q: 3 clusters Score -133955.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134022.187500 Penalty: 2392.240479
	Iteration 5Q: 3 clusters Score -134022.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -134080.843750 Penalty: 2392.240479
	Iteration 6Q: 3 clusters Score -134080.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134155.859375 Penalty: 2392.240479
	Iteration 7Q: 3 clusters Score -134155.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134214.218750 Penalty: 2392.240479
	Iteration 8Q: 3 clusters Score -134214.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134245.328125 Penalty: 2392.240479
	Iteration 9Q: 3 clusters Score -134245.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134267.312500 Penalty: 2392.240479
	Iteration 10Q: 3 clusters Score -134267.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134296.796875 Penalty: 2392.240479
	Iteration 11Q: 3 clusters Score -134296.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -134344.125000 Penalty: 2392.240479
	Iteration 12Q: 3 clusters Score -134344.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134368.546875 Penalty: 2392.240479
	Iteration 13Q: 3 clusters Score -134368.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134391.015625 Penalty: 2392.240479
	Iteration 14Q: 3 clusters Score -134391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -134407.343750 Penalty: 2392.240479
	Iteration 15Q: 3 clusters Score -134407.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134421.265625 Penalty: 2392.240479
	Iteration 16Q: 3 clusters Score -134421.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134435.484375 Penalty: 2392.240479
	Iteration 17Q: 3 clusters Score -134435.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134452.265625 Penalty: 2392.240479
	Iteration 18Q: 3 clusters Score -134452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134466.296875 Penalty: 2392.240479
	Iteration 19Q: 3 clusters Score -134466.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134474.328125 Penalty: 2392.240479
	Iteration 20F: 3 clusters Score -134474.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134483.468750 Penalty: 2392.240479
	Iteration 21Q: 3 clusters Score -134483.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -134487.578125 Penalty: 2392.240479
	Iteration 22Q: 3 clusters Score -134487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134489.187500 Penalty: 2392.240479
	Iteration 23Q: 3 clusters Score -134489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134491.781250 Penalty: 2392.240479
	Iteration 24Q: 3 clusters Score -134491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -134493.484375 Penalty: 2392.240479
	Iteration 25Q: 3 clusters Score -134493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134495.578125 Penalty: 2392.240479
	Iteration 26Q: 3 clusters Score -134495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134496.093750 Penalty: 2392.240479
	Iteration 27Q: 3 clusters Score -134496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134497.593750 Penalty: 2392.240479
	Iteration 28Q: 3 clusters Score -134497.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134500.171875 Penalty: 2392.240479
	Iteration 29Q: 3 clusters Score -134500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -134501.375000 Penalty: 2392.240479
	Iteration 30Q: 3 clusters Score -134501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134501.546875 Penalty: 2392.240479
	Iteration 31Q: 3 clusters Score -134501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134501.734375 Penalty: 2392.240479
	Iteration 32Q: 3 clusters Score -134501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134501.734375 Penalty: 2392.240479
	Iteration 33F: 3 clusters Score -134501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -129637.789062 Penalty: 1202.203369
	Iteration 0F: 2 clusters Score -129637.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127806.117188 Penalty: 2404.406738
	Iteration 0F: 3 clusters Score -127806.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -128228.671875 Penalty: 2404.406738
	Iteration 1F: 3 clusters Score -128228.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128350.265625 Penalty: 2404.406738
	Iteration 2F: 3 clusters Score -128350.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128441.781250 Penalty: 2404.406738
	Iteration 3Q: 3 clusters Score -128441.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -128498.328125 Penalty: 2404.406738
	Iteration 4Q: 3 clusters Score -128498.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -128537.304688 Penalty: 2404.406738
	Iteration 5Q: 3 clusters Score -128537.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -128582.851562 Penalty: 2404.406738
	Iteration 6Q: 3 clusters Score -128582.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -128616.335938 Penalty: 2404.406738
	Iteration 7Q: 3 clusters Score -128616.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128632.945312 Penalty: 2404.406738
	Iteration 8Q: 3 clusters Score -128632.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128649.250000 Penalty: 2404.406738
	Iteration 9Q: 3 clusters Score -128649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128659.460938 Penalty: 2404.406738
	Iteration 10Q: 3 clusters Score -128659.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128673.382812 Penalty: 2404.406738
	Iteration 11Q: 3 clusters Score -128673.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128684.375000 Penalty: 2404.406738
	Iteration 12Q: 3 clusters Score -128684.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128696.968750 Penalty: 2404.406738
	Iteration 13Q: 3 clusters Score -128697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -128710.171875 Penalty: 2404.406738
	Iteration 14Q: 3 clusters Score -128710.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128727.640625 Penalty: 2404.406738
	Iteration 15Q: 3 clusters Score -128727.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128741.414062 Penalty: 2404.406738
	Iteration 16Q: 3 clusters Score -128741.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128752.804688 Penalty: 2404.406738
	Iteration 17Q: 3 clusters Score -128752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -128759.992188 Penalty: 2404.406738
	Iteration 18Q: 3 clusters Score -128760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128765.242188 Penalty: 2404.406738
	Iteration 19Q: 3 clusters Score -128765.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128769.484375 Penalty: 2404.406738
	Iteration 20F: 3 clusters Score -128769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128792.132812 Penalty: 2404.406738
	Iteration 21Q: 3 clusters Score -128792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128797.414062 Penalty: 2404.406738
	Iteration 22Q: 3 clusters Score -128797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -128801.882812 Penalty: 2404.406738
	Iteration 23Q: 3 clusters Score -128801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -128804.828125 Penalty: 2404.406738
	Iteration 24Q: 3 clusters Score -128804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128807.460938 Penalty: 2404.406738
	Iteration 25Q: 3 clusters Score -128807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128809.429688 Penalty: 2404.406738
	Iteration 26Q: 3 clusters Score -128809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128812.882812 Penalty: 2404.406738
	Iteration 27Q: 3 clusters Score -128812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128815.101562 Penalty: 2404.406738
	Iteration 28Q: 3 clusters Score -128815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -128816.851562 Penalty: 2404.406738
	Iteration 29Q: 3 clusters Score -128816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128817.140625 Penalty: 2404.406738
	Iteration 30Q: 3 clusters Score -128817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128817.664062 Penalty: 2404.406738
	Iteration 31Q: 3 clusters Score -128817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -128818.414062 Penalty: 2404.406738
	Iteration 32Q: 3 clusters Score -128818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -128820.828125 Penalty: 2404.406738
	Iteration 33Q: 3 clusters Score -128820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128822.007812 Penalty: 2404.406738
	Iteration 34Q: 3 clusters Score -128822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128823.429688 Penalty: 2404.406738
	Iteration 35Q: 3 clusters Score -128823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128825.078125 Penalty: 2404.406738
	Iteration 36Q: 3 clusters Score -128825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -128825.343750 Penalty: 2404.406738
	Iteration 37Q: 3 clusters Score -128825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128826.195312 Penalty: 2404.406738
	Iteration 38Q: 3 clusters Score -128826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -128827.156250 Penalty: 2404.406738
	Iteration 39Q: 3 clusters Score -128827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128827.656250 Penalty: 2404.406738
	Iteration 40F: 3 clusters Score -128827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Entering Unmasked Estep 
Score: -2017279.625000 Penalty: 1613.677734
	Iteration 0F: 2 clusters Score -2017280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2003328.625000 Penalty: 3227.355469
	Iteration 0F: 3 clusters Score -2003329 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2008298.500000 Penalty: 3227.355469
	Iteration 1F: 3 clusters Score -2008298 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2008630.375000 Penalty: 3227.355469
	Iteration 2Q: 3 clusters Score -2008630 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2008975.750000 Penalty: 3227.355469
	Iteration 3Q: 3 clusters Score -2008976 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2009444.250000 Penalty: 3227.355469
	Iteration 4Q: 3 clusters Score -2009444 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2010041.500000 Penalty: 3227.355469
	Iteration 5F: 3 clusters Score -2010042 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2010770.750000 Penalty: 3227.355469
	Iteration 6F: 3 clusters Score -2010771 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2011716.250000 Penalty: 3227.355469
	Iteration 7F: 3 clusters Score -2011716 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2012875.000000 Penalty: 3227.355469
	Iteration 8F: 3 clusters Score -2012875 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2013976.625000 Penalty: 3227.355469
	Iteration 9F: 3 clusters Score -2013977 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2014550.250000 Penalty: 3227.355469
	Iteration 10F: 3 clusters Score -2014550 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2014750.750000 Penalty: 3227.355469
	Iteration 11Q: 3 clusters Score -2014751 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2014833.625000 Penalty: 3227.355469
	Iteration 12Q: 3 clusters Score -2014834 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2014869.500000 Penalty: 3227.355469
	Iteration 13Q: 3 clusters Score -2014870 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2014895.125000 Penalty: 3227.355469
	Iteration 14Q: 3 clusters Score -2014895 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2014905.000000 Penalty: 3227.355469
	Iteration 15Q: 3 clusters Score -2014905 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2014906.500000 Penalty: 3227.355469
	Iteration 16Q: 3 clusters Score -2014906 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2014915.875000 Penalty: 3227.355469
	Iteration 17Q: 3 clusters Score -2014916 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2014917.625000 Penalty: 3227.355469
	Iteration 18Q: 3 clusters Score -2014918 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2014918.750000 Penalty: 3227.355469
	Iteration 19Q: 3 clusters Score -2014919 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2014907.875000 Penalty: 3227.355469
	Iteration 20F: 3 clusters Score -2014908 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2014911.750000 Penalty: 3227.355469
	Iteration 21Q: 3 clusters Score -2014912 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2014898.375000 Penalty: 3227.355469
	Iteration 22Q: 3 clusters Score -2014898 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2014886.500000 Penalty: 3227.355469
	Iteration 23Q: 3 clusters Score -2014886 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2014886.625000 Penalty: 3227.355469
	Iteration 24Q: 3 clusters Score -2014887 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2014875.000000 Penalty: 3227.355469
	Iteration 25Q: 3 clusters Score -2014875 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2014877.500000 Penalty: 3227.355469
	Iteration 26Q: 3 clusters Score -2014878 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2014868.625000 Penalty: 3227.355469
	Iteration 27Q: 3 clusters Score -2014869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2014862.500000 Penalty: 3227.355469
	Iteration 28Q: 3 clusters Score -2014862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2014860.125000 Penalty: 3227.355469
	Iteration 29Q: 3 clusters Score -2014860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2014863.625000 Penalty: 3227.355469
	Iteration 30Q: 3 clusters Score -2014864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2014861.750000 Penalty: 3227.355469
	Iteration 31Q: 3 clusters Score -2014862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2014861.125000 Penalty: 3227.355469
	Iteration 32Q: 3 clusters Score -2014861 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2014859.250000 Penalty: 3227.355469
	Iteration 33Q: 3 clusters Score -2014859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2014862.875000 Penalty: 3227.355469
	Iteration 34Q: 3 clusters Score -2014863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2014862.000000 Penalty: 3227.355469
	Iteration 35Q: 3 clusters Score -2014862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2014854.500000 Penalty: 3227.355469
	Iteration 36Q: 3 clusters Score -2014854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2014850.875000 Penalty: 3227.355469
	Iteration 37Q: 3 clusters Score -2014851 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2014844.250000 Penalty: 3227.355469
	Iteration 38Q: 3 clusters Score -2014844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2014837.500000 Penalty: 3227.355469
	Iteration 39Q: 3 clusters Score -2014838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2014833.250000 Penalty: 3227.355469
	Iteration 40F: 3 clusters Score -2014833 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2014819.125000 Penalty: 3227.355469
	Iteration 41Q: 3 clusters Score -2014819 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2014808.000000 Penalty: 3227.355469
	Iteration 42Q: 3 clusters Score -2014808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2014812.500000 Penalty: 3227.355469
	Iteration 43Q: 3 clusters Score -2014812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2014808.875000 Penalty: 3227.355469
	Iteration 44Q: 3 clusters Score -2014809 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2014804.500000 Penalty: 3227.355469
	Iteration 45Q: 3 clusters Score -2014804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2014794.875000 Penalty: 3227.355469
	Iteration 46Q: 3 clusters Score -2014795 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2014790.750000 Penalty: 3227.355469
	Iteration 47Q: 3 clusters Score -2014791 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2014799.375000 Penalty: 3227.355469
	Iteration 48Q: 3 clusters Score -2014799 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2014800.875000 Penalty: 3227.355469
	Iteration 49Q: 3 clusters Score -2014801 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2014794.625000 Penalty: 3227.355469
	Iteration 50Q: 3 clusters Score -2014795 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2014796.875000 Penalty: 3227.355469
	Iteration 51Q: 3 clusters Score -2014797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2014793.875000 Penalty: 3227.355469
	Iteration 52Q: 3 clusters Score -2014794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2014787.375000 Penalty: 3227.355469
	Iteration 53Q: 3 clusters Score -2014787 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2014780.500000 Penalty: 3227.355469
	Iteration 54Q: 3 clusters Score -2014780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2014773.250000 Penalty: 3227.355469
	Iteration 55Q: 3 clusters Score -2014773 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2014771.500000 Penalty: 3227.355469
	Iteration 56Q: 3 clusters Score -2014772 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2014766.250000 Penalty: 3227.355469
	Iteration 57Q: 3 clusters Score -2014766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2014764.000000 Penalty: 3227.355469
	Iteration 58Q: 3 clusters Score -2014764 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2014765.875000 Penalty: 3227.355469
	Iteration 59Q: 3 clusters Score -2014766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2014767.625000 Penalty: 3227.355469
	Iteration 60F: 3 clusters Score -2014768 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2014769.250000 Penalty: 3227.355469
	Iteration 61Q: 3 clusters Score -2014769 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2014766.000000 Penalty: 3227.355469
	Iteration 62Q: 3 clusters Score -2014766 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2014764.125000 Penalty: 3227.355469
	Iteration 63Q: 3 clusters Score -2014764 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2014767.750000 Penalty: 3227.355469
	Iteration 64Q: 3 clusters Score -2014768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2014772.625000 Penalty: 3227.355469
	Iteration 65Q: 3 clusters Score -2014773 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2014782.625000 Penalty: 3227.355469
	Iteration 66Q: 3 clusters Score -2014783 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2014782.375000 Penalty: 3227.355469
	Iteration 67Q: 3 clusters Score -2014782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2014790.625000 Penalty: 3227.355469
	Iteration 68Q: 3 clusters Score -2014791 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2014791.125000 Penalty: 3227.355469
	Iteration 69Q: 3 clusters Score -2014791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2014805.000000 Penalty: 3227.355469
	Iteration 70Q: 3 clusters Score -2014805 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2014814.000000 Penalty: 3227.355469
	Iteration 71Q: 3 clusters Score -2014814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2014828.000000 Penalty: 3227.355469
	Iteration 72Q: 3 clusters Score -2014828 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2014834.375000 Penalty: 3227.355469
	Iteration 73Q: 3 clusters Score -2014834 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2014856.875000 Penalty: 3227.355469
	Iteration 74Q: 3 clusters Score -2014857 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2014893.125000 Penalty: 3227.355469
	Iteration 75Q: 3 clusters Score -2014893 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2014910.625000 Penalty: 3227.355469
	Iteration 76Q: 3 clusters Score -2014911 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2014972.375000 Penalty: 3227.355469
	Iteration 77Q: 3 clusters Score -2014972 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2015062.125000 Penalty: 3227.355469
	Iteration 78Q: 3 clusters Score -2015062 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2015135.750000 Penalty: 3227.355469
	Iteration 79Q: 3 clusters Score -2015136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2015207.250000 Penalty: 3227.355469
	Iteration 80F: 3 clusters Score -2015207 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2015279.375000 Penalty: 3227.355469
	Iteration 81Q: 3 clusters Score -2015279 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2015324.375000 Penalty: 3227.355469
	Iteration 82Q: 3 clusters Score -2015324 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2015374.500000 Penalty: 3227.355469
	Iteration 83Q: 3 clusters Score -2015374 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2015425.500000 Penalty: 3227.355469
	Iteration 84Q: 3 clusters Score -2015426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2015471.750000 Penalty: 3227.355469
	Iteration 85Q: 3 clusters Score -2015472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2015512.750000 Penalty: 3227.355469
	Iteration 86Q: 3 clusters Score -2015513 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2015543.750000 Penalty: 3227.355469
	Iteration 87Q: 3 clusters Score -2015544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2015579.500000 Penalty: 3227.355469
	Iteration 88Q: 3 clusters Score -2015580 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2015613.000000 Penalty: 3227.355469
	Iteration 89Q: 3 clusters Score -2015613 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2015642.500000 Penalty: 3227.355469
	Iteration 90Q: 3 clusters Score -2015642 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2015661.375000 Penalty: 3227.355469
	Iteration 91Q: 3 clusters Score -2015661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2015691.000000 Penalty: 3227.355469
	Iteration 92Q: 3 clusters Score -2015691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2015702.375000 Penalty: 3227.355469
	Iteration 93Q: 3 clusters Score -2015702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2015717.250000 Penalty: 3227.355469
	Iteration 94Q: 3 clusters Score -2015717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2015727.250000 Penalty: 3227.355469
	Iteration 95Q: 3 clusters Score -2015727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2015735.625000 Penalty: 3227.355469
	Iteration 96Q: 3 clusters Score -2015736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2015755.250000 Penalty: 3227.355469
	Iteration 97Q: 3 clusters Score -2015755 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2015777.875000 Penalty: 3227.355469
	Iteration 98Q: 3 clusters Score -2015778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2015804.875000 Penalty: 3227.355469
	Iteration 99Q: 3 clusters Score -2015805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2015834.125000 Penalty: 3227.355469
	Iteration 100F: 3 clusters Score -2015834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2015865.500000 Penalty: 3227.355469
	Iteration 101Q: 3 clusters Score -2015866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2015888.625000 Penalty: 3227.355469
	Iteration 102Q: 3 clusters Score -2015889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2015917.875000 Penalty: 3227.355469
	Iteration 103Q: 3 clusters Score -2015918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2015930.500000 Penalty: 3227.355469
	Iteration 104Q: 3 clusters Score -2015930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2015941.125000 Penalty: 3227.355469
	Iteration 105Q: 3 clusters Score -2015941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2015946.750000 Penalty: 3227.355469
	Iteration 106Q: 3 clusters Score -2015947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2015948.250000 Penalty: 3227.355469
	Iteration 107Q: 3 clusters Score -2015948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2015949.375000 Penalty: 3227.355469
	Iteration 108Q: 3 clusters Score -2015949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2015952.000000 Penalty: 3227.355469
	Iteration 109Q: 3 clusters Score -2015952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2015953.250000 Penalty: 3227.355469
	Iteration 110Q: 3 clusters Score -2015953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2015953.250000 Penalty: 3227.355469
	Iteration 111F: 3 clusters Score -2015953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -59017.308594 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -59017.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57809.664062 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -57809.66 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58017.941406 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -58017.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58096.191406 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -58096.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58162.957031 Penalty: 2123.953369
	Iteration 3F: 3 clusters Score -58162.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58227.332031 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -58227.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58300.160156 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -58300.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58355.707031 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -58355.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58444.746094 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -58444.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58526.652344 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -58526.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58620.660156 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -58620.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58728.320312 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -58728.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58803.128906 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -58803.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58845.468750 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -58845.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58860.925781 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -58860.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58862.296875 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -58862.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58862.296875 Penalty: 2123.953369
	Iteration 15F: 3 clusters Score -58862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -140589.250000 Penalty: 1218.386230
	Iteration 0F: 2 clusters Score -140589.2 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 928 members 
Entering Unmasked Estep 
Score: -138668.250000 Penalty: 2436.772461
	Iteration 0F: 3 clusters Score -138668.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -139207.625000 Penalty: 2436.772461
	Iteration 1F: 3 clusters Score -139207.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -139404.828125 Penalty: 2436.772461
	Iteration 2F: 3 clusters Score -139404.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -139545.359375 Penalty: 2436.772461
	Iteration 3F: 3 clusters Score -139545.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -139720.781250 Penalty: 2436.772461
	Iteration 4F: 3 clusters Score -139720.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139920.421875 Penalty: 2436.772461
	Iteration 5F: 3 clusters Score -139920.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -140065.281250 Penalty: 2436.772461
	Iteration 6Q: 3 clusters Score -140065.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -140224.234375 Penalty: 2436.772461
	Iteration 7Q: 3 clusters Score -140224.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -140310.359375 Penalty: 2436.772461
	Iteration 8Q: 3 clusters Score -140310.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -140330.500000 Penalty: 2436.772461
	Iteration 9Q: 3 clusters Score -140330.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140339.468750 Penalty: 2436.772461
	Iteration 10Q: 3 clusters Score -140339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140344.718750 Penalty: 2436.772461
	Iteration 11Q: 3 clusters Score -140344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -140350.921875 Penalty: 2436.772461
	Iteration 12Q: 3 clusters Score -140350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140359.125000 Penalty: 2436.772461
	Iteration 13Q: 3 clusters Score -140359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -140364.906250 Penalty: 2436.772461
	Iteration 14Q: 3 clusters Score -140364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140374.125000 Penalty: 2436.772461
	Iteration 15Q: 3 clusters Score -140374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -140378.875000 Penalty: 2436.772461
	Iteration 16Q: 3 clusters Score -140378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140379.718750 Penalty: 2436.772461
	Iteration 17Q: 3 clusters Score -140379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -140381.500000 Penalty: 2436.772461
	Iteration 18Q: 3 clusters Score -140381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -140384.953125 Penalty: 2436.772461
	Iteration 19Q: 3 clusters Score -140385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -140385.703125 Penalty: 2436.772461
	Iteration 20F: 3 clusters Score -140385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -140385.953125 Penalty: 2436.772461
	Iteration 21Q: 3 clusters Score -140386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -140387.562500 Penalty: 2436.772461
	Iteration 22Q: 3 clusters Score -140387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -140388.890625 Penalty: 2436.772461
	Iteration 23Q: 3 clusters Score -140388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -140391.859375 Penalty: 2436.772461
	Iteration 24Q: 3 clusters Score -140391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -140396.859375 Penalty: 2436.772461
	Iteration 25Q: 3 clusters Score -140396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -140401.062500 Penalty: 2436.772461
	Iteration 26Q: 3 clusters Score -140401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -140404.781250 Penalty: 2436.772461
	Iteration 27Q: 3 clusters Score -140404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -140408.218750 Penalty: 2436.772461
	Iteration 28Q: 3 clusters Score -140408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -140412.625000 Penalty: 2436.772461
	Iteration 29Q: 3 clusters Score -140412.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140423.031250 Penalty: 2436.772461
	Iteration 30Q: 3 clusters Score -140423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -140431.406250 Penalty: 2436.772461
	Iteration 31Q: 3 clusters Score -140431.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -140442.140625 Penalty: 2436.772461
	Iteration 32Q: 3 clusters Score -140442.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -140454.250000 Penalty: 2436.772461
	Iteration 33Q: 3 clusters Score -140454.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -140467.093750 Penalty: 2436.772461
	Iteration 34Q: 3 clusters Score -140467.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -140480.484375 Penalty: 2436.772461
	Iteration 35Q: 3 clusters Score -140480.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -140488.968750 Penalty: 2436.772461
	Iteration 36Q: 3 clusters Score -140489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -140499.875000 Penalty: 2436.772461
	Iteration 37Q: 3 clusters Score -140499.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -140509.156250 Penalty: 2436.772461
	Iteration 38Q: 3 clusters Score -140509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -140512.718750 Penalty: 2436.772461
	Iteration 39Q: 3 clusters Score -140512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140517.343750 Penalty: 2436.772461
	Iteration 40F: 3 clusters Score -140517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140520.046875 Penalty: 2436.772461
	Iteration 41Q: 3 clusters Score -140520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140523.093750 Penalty: 2436.772461
	Iteration 42Q: 3 clusters Score -140523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -140526.421875 Penalty: 2436.772461
	Iteration 43Q: 3 clusters Score -140526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -140531.546875 Penalty: 2436.772461
	Iteration 44Q: 3 clusters Score -140531.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140542.093750 Penalty: 2436.772461
	Iteration 45Q: 3 clusters Score -140542.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140554.953125 Penalty: 2436.772461
	Iteration 46Q: 3 clusters Score -140555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140578.734375 Penalty: 2436.772461
	Iteration 47Q: 3 clusters Score -140578.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -140604.296875 Penalty: 2436.772461
	Iteration 48Q: 3 clusters Score -140604.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -140629.671875 Penalty: 2436.772461
	Iteration 49Q: 3 clusters Score -140629.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -140644.515625 Penalty: 2436.772461
	Iteration 50Q: 3 clusters Score -140644.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -140666.250000 Penalty: 2436.772461
	Iteration 51Q: 3 clusters Score -140666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -140706.171875 Penalty: 2436.772461
	Iteration 52Q: 3 clusters Score -140706.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -140748.890625 Penalty: 2436.772461
	Iteration 53Q: 3 clusters Score -140748.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -140774.093750 Penalty: 2436.772461
	Iteration 54Q: 3 clusters Score -140774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -140789.437500 Penalty: 2436.772461
	Iteration 55Q: 3 clusters Score -140789.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -140795.031250 Penalty: 2436.772461
	Iteration 56Q: 3 clusters Score -140795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -140795.359375 Penalty: 2436.772461
	Iteration 57Q: 3 clusters Score -140795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -140796.390625 Penalty: 2436.772461
	Iteration 58Q: 3 clusters Score -140796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -140797.000000 Penalty: 2436.772461
	Iteration 59Q: 3 clusters Score -140797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -140797.000000 Penalty: 2436.772461
	Iteration 60F: 3 clusters Score -140797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 36057 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24379 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 44034 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 12490 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 38680 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20544 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 625 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 26546 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32431 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7443 members 
Mstep: Class 46 contains 1179 members 
Entering Unmasked Estep 
Score: -49774912.000000 Penalty: 98713.132812
Splitting cluster 35 changes total score from -49775560.000000 to -49774912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (30185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Entering Unmasked Estep 
Score: -2903610.000000 Penalty: 1676.203857
	Iteration 0F: 2 clusters Score -2903610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2883302.000000 Penalty: 3352.407715
	Iteration 0F: 3 clusters Score -2883302 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2890881.250000 Penalty: 3352.407715
	Iteration 1F: 3 clusters Score -2890881 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2891331.000000 Penalty: 3352.407715
	Iteration 2Q: 3 clusters Score -2891331 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2891847.000000 Penalty: 3352.407715
	Iteration 3Q: 3 clusters Score -2891847 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2892475.000000 Penalty: 3352.407715
	Iteration 4Q: 3 clusters Score -2892475 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2893330.750000 Penalty: 3352.407715
	Iteration 5F: 3 clusters Score -2893331 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2894454.000000 Penalty: 3352.407715
	Iteration 6F: 3 clusters Score -2894454 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2895838.750000 Penalty: 3352.407715
	Iteration 7F: 3 clusters Score -2895839 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2897340.500000 Penalty: 3352.407715
	Iteration 8F: 3 clusters Score -2897340 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2898693.500000 Penalty: 3352.407715
	Iteration 9F: 3 clusters Score -2898694 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -2899682.500000 Penalty: 3352.407715
	Iteration 10Q: 3 clusters Score -2899682 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2900288.250000 Penalty: 3352.407715
	Iteration 11Q: 3 clusters Score -2900288 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -2900714.500000 Penalty: 3352.407715
	Iteration 12Q: 3 clusters Score -2900714 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -2901046.250000 Penalty: 3352.407715
	Iteration 13Q: 3 clusters Score -2901046 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -2901320.000000 Penalty: 3352.407715
	Iteration 14Q: 3 clusters Score -2901320 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2901546.500000 Penalty: 3352.407715
	Iteration 15Q: 3 clusters Score -2901546 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -2901725.000000 Penalty: 3352.407715
	Iteration 16Q: 3 clusters Score -2901725 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -2901873.750000 Penalty: 3352.407715
	Iteration 17Q: 3 clusters Score -2901874 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -2901989.000000 Penalty: 3352.407715
	Iteration 18Q: 3 clusters Score -2901989 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -2902067.750000 Penalty: 3352.407715
	Iteration 19Q: 3 clusters Score -2902068 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -2902129.750000 Penalty: 3352.407715
	Iteration 20F: 3 clusters Score -2902130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -2902190.000000 Penalty: 3352.407715
	Iteration 21Q: 3 clusters Score -2902190 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -2902226.750000 Penalty: 3352.407715
	Iteration 22Q: 3 clusters Score -2902227 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -2902251.750000 Penalty: 3352.407715
	Iteration 23Q: 3 clusters Score -2902252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -2902275.750000 Penalty: 3352.407715
	Iteration 24Q: 3 clusters Score -2902276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -2902288.500000 Penalty: 3352.407715
	Iteration 25Q: 3 clusters Score -2902288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -2902307.750000 Penalty: 3352.407715
	Iteration 26Q: 3 clusters Score -2902308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -2902309.500000 Penalty: 3352.407715
	Iteration 27Q: 3 clusters Score -2902310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -2902323.500000 Penalty: 3352.407715
	Iteration 28Q: 3 clusters Score -2902324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -2902336.500000 Penalty: 3352.407715
	Iteration 29Q: 3 clusters Score -2902336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -2902333.000000 Penalty: 3352.407715
	Iteration 30Q: 3 clusters Score -2902333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -2902337.250000 Penalty: 3352.407715
	Iteration 31Q: 3 clusters Score -2902337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -2902347.750000 Penalty: 3352.407715
	Iteration 32Q: 3 clusters Score -2902348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -2902353.500000 Penalty: 3352.407715
	Iteration 33Q: 3 clusters Score -2902354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -2902359.750000 Penalty: 3352.407715
	Iteration 34Q: 3 clusters Score -2902360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -2902362.000000 Penalty: 3352.407715
	Iteration 35Q: 3 clusters Score -2902362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -2902368.500000 Penalty: 3352.407715
	Iteration 36Q: 3 clusters Score -2902368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -2902374.000000 Penalty: 3352.407715
	Iteration 37Q: 3 clusters Score -2902374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -2902373.250000 Penalty: 3352.407715
	Iteration 38Q: 3 clusters Score -2902373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -2902374.500000 Penalty: 3352.407715
	Iteration 39Q: 3 clusters Score -2902374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -2902379.250000 Penalty: 3352.407715
	Iteration 40F: 3 clusters Score -2902379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -2902380.750000 Penalty: 3352.407715
	Iteration 41Q: 3 clusters Score -2902381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -2902381.000000 Penalty: 3352.407715
	Iteration 42Q: 3 clusters Score -2902381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -2902382.250000 Penalty: 3352.407715
	Iteration 43Q: 3 clusters Score -2902382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -2902387.000000 Penalty: 3352.407715
	Iteration 44Q: 3 clusters Score -2902387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -2902389.000000 Penalty: 3352.407715
	Iteration 45Q: 3 clusters Score -2902389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -2902391.250000 Penalty: 3352.407715
	Iteration 46Q: 3 clusters Score -2902391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -2902390.250000 Penalty: 3352.407715
	Iteration 47Q: 3 clusters Score -2902390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -2902393.000000 Penalty: 3352.407715
	Iteration 48Q: 3 clusters Score -2902393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -2902393.250000 Penalty: 3352.407715
	Iteration 49Q: 3 clusters Score -2902393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -2902394.500000 Penalty: 3352.407715
	Iteration 50Q: 3 clusters Score -2902394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -2902392.000000 Penalty: 3352.407715
	Iteration 51Q: 3 clusters Score -2902392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -2902390.500000 Penalty: 3352.407715
	Iteration 52Q: 3 clusters Score -2902390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -2902393.750000 Penalty: 3352.407715
	Iteration 53Q: 3 clusters Score -2902394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2902391.500000 Penalty: 3352.407715
	Iteration 54Q: 3 clusters Score -2902392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -2902394.250000 Penalty: 3352.407715
	Iteration 55Q: 3 clusters Score -2902394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -2902393.500000 Penalty: 3352.407715
	Iteration 56Q: 3 clusters Score -2902394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -2902395.500000 Penalty: 3352.407715
	Iteration 57Q: 3 clusters Score -2902396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -2902395.500000 Penalty: 3352.407715
	Iteration 58Q: 3 clusters Score -2902396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -2902396.500000 Penalty: 3352.407715
	Iteration 59Q: 3 clusters Score -2902396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -2902398.250000 Penalty: 3352.407715
	Iteration 60F: 3 clusters Score -2902398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -2902400.750000 Penalty: 3352.407715
	Iteration 61Q: 3 clusters Score -2902401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -2902400.000000 Penalty: 3352.407715
	Iteration 62Q: 3 clusters Score -2902400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -2902402.250000 Penalty: 3352.407715
	Iteration 63Q: 3 clusters Score -2902402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -2902402.250000 Penalty: 3352.407715
	Iteration 64Q: 3 clusters Score -2902402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -2902402.000000 Penalty: 3352.407715
	Iteration 65Q: 3 clusters Score -2902402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -2902405.000000 Penalty: 3352.407715
	Iteration 66Q: 3 clusters Score -2902405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -2902405.000000 Penalty: 3352.407715
	Iteration 67F: 3 clusters Score -2902405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (26546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Entering Unmasked Estep 
Score: -2483739.750000 Penalty: 1655.328003
	Iteration 0F: 2 clusters Score -2483740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2465873.000000 Penalty: 3310.656006
	Iteration 0F: 3 clusters Score -2465873 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2472651.500000 Penalty: 3310.656006
	Iteration 1F: 3 clusters Score -2472652 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2473078.250000 Penalty: 3310.656006
	Iteration 2Q: 3 clusters Score -2473078 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2473559.000000 Penalty: 3310.656006
	Iteration 3Q: 3 clusters Score -2473559 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2474169.000000 Penalty: 3310.656006
	Iteration 4Q: 3 clusters Score -2474169 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2474995.000000 Penalty: 3310.656006
	Iteration 5F: 3 clusters Score -2474995 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2476117.250000 Penalty: 3310.656006
	Iteration 6F: 3 clusters Score -2476117 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2477632.250000 Penalty: 3310.656006
	Iteration 7F: 3 clusters Score -2477632 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2479270.500000 Penalty: 3310.656006
	Iteration 8F: 3 clusters Score -2479270 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2480537.750000 Penalty: 3310.656006
	Iteration 9F: 3 clusters Score -2480538 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2481324.500000 Penalty: 3310.656006
	Iteration 10Q: 3 clusters Score -2481324 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2481790.000000 Penalty: 3310.656006
	Iteration 11Q: 3 clusters Score -2481790 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2482073.500000 Penalty: 3310.656006
	Iteration 12Q: 3 clusters Score -2482074 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2482254.000000 Penalty: 3310.656006
	Iteration 13Q: 3 clusters Score -2482254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2482354.750000 Penalty: 3310.656006
	Iteration 14Q: 3 clusters Score -2482355 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2482407.500000 Penalty: 3310.656006
	Iteration 15Q: 3 clusters Score -2482408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2482442.000000 Penalty: 3310.656006
	Iteration 16Q: 3 clusters Score -2482442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2482454.000000 Penalty: 3310.656006
	Iteration 17Q: 3 clusters Score -2482454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2482464.000000 Penalty: 3310.656006
	Iteration 18Q: 3 clusters Score -2482464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2482472.750000 Penalty: 3310.656006
	Iteration 19Q: 3 clusters Score -2482473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2482478.500000 Penalty: 3310.656006
	Iteration 20F: 3 clusters Score -2482478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2482485.500000 Penalty: 3310.656006
	Iteration 21Q: 3 clusters Score -2482486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2482495.500000 Penalty: 3310.656006
	Iteration 22Q: 3 clusters Score -2482496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2482505.250000 Penalty: 3310.656006
	Iteration 23Q: 3 clusters Score -2482505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2482505.000000 Penalty: 3310.656006
	Iteration 24Q: 3 clusters Score -2482505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2482502.500000 Penalty: 3310.656006
	Iteration 25Q: 3 clusters Score -2482502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2482503.500000 Penalty: 3310.656006
	Iteration 26Q: 3 clusters Score -2482504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2482503.500000 Penalty: 3310.656006
	Iteration 27F: 3 clusters Score -2482504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -134457.781250 Penalty: 1190.871094
	Iteration 0F: 2 clusters Score -134457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132666.656250 Penalty: 2381.742188
	Iteration 0F: 3 clusters Score -132666.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133050.453125 Penalty: 2381.742188
	Iteration 1F: 3 clusters Score -133050.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133170.578125 Penalty: 2381.742188
	Iteration 2F: 3 clusters Score -133170.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133248.531250 Penalty: 2381.742188
	Iteration 3F: 3 clusters Score -133248.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133315.687500 Penalty: 2381.742188
	Iteration 4Q: 3 clusters Score -133315.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133374.015625 Penalty: 2381.742188
	Iteration 5Q: 3 clusters Score -133374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133425.593750 Penalty: 2381.742188
	Iteration 6Q: 3 clusters Score -133425.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133478.765625 Penalty: 2381.742188
	Iteration 7Q: 3 clusters Score -133478.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133504.250000 Penalty: 2381.742188
	Iteration 8Q: 3 clusters Score -133504.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133526.406250 Penalty: 2381.742188
	Iteration 9Q: 3 clusters Score -133526.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133541.765625 Penalty: 2381.742188
	Iteration 10Q: 3 clusters Score -133541.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133555.593750 Penalty: 2381.742188
	Iteration 11Q: 3 clusters Score -133555.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133574.796875 Penalty: 2381.742188
	Iteration 12Q: 3 clusters Score -133574.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133591.734375 Penalty: 2381.742188
	Iteration 13Q: 3 clusters Score -133591.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133609.250000 Penalty: 2381.742188
	Iteration 14Q: 3 clusters Score -133609.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133629.250000 Penalty: 2381.742188
	Iteration 15Q: 3 clusters Score -133629.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133647.796875 Penalty: 2381.742188
	Iteration 16Q: 3 clusters Score -133647.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133668.359375 Penalty: 2381.742188
	Iteration 17Q: 3 clusters Score -133668.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133688.109375 Penalty: 2381.742188
	Iteration 18Q: 3 clusters Score -133688.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133703.484375 Penalty: 2381.742188
	Iteration 19Q: 3 clusters Score -133703.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -133718.640625 Penalty: 2381.742188
	Iteration 20F: 3 clusters Score -133718.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -133729.703125 Penalty: 2381.742188
	Iteration 21Q: 3 clusters Score -133729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133741.250000 Penalty: 2381.742188
	Iteration 22Q: 3 clusters Score -133741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -133748.859375 Penalty: 2381.742188
	Iteration 23Q: 3 clusters Score -133748.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -133757.984375 Penalty: 2381.742188
	Iteration 24Q: 3 clusters Score -133758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133764.281250 Penalty: 2381.742188
	Iteration 25Q: 3 clusters Score -133764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133770.453125 Penalty: 2381.742188
	Iteration 26Q: 3 clusters Score -133770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -133777.031250 Penalty: 2381.742188
	Iteration 27Q: 3 clusters Score -133777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -133787.562500 Penalty: 2381.742188
	Iteration 28Q: 3 clusters Score -133787.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -133803.234375 Penalty: 2381.742188
	Iteration 29Q: 3 clusters Score -133803.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133815.781250 Penalty: 2381.742188
	Iteration 30Q: 3 clusters Score -133815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133826.687500 Penalty: 2381.742188
	Iteration 31Q: 3 clusters Score -133826.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -133834.203125 Penalty: 2381.742188
	Iteration 32Q: 3 clusters Score -133834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -133840.859375 Penalty: 2381.742188
	Iteration 33Q: 3 clusters Score -133840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -133844.421875 Penalty: 2381.742188
	Iteration 34Q: 3 clusters Score -133844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -133846.125000 Penalty: 2381.742188
	Iteration 35Q: 3 clusters Score -133846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -133852.500000 Penalty: 2381.742188
	Iteration 36Q: 3 clusters Score -133852.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -133860.718750 Penalty: 2381.742188
	Iteration 37Q: 3 clusters Score -133860.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -133871.453125 Penalty: 2381.742188
	Iteration 38Q: 3 clusters Score -133871.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -133887.187500 Penalty: 2381.742188
	Iteration 39Q: 3 clusters Score -133887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -133899.390625 Penalty: 2381.742188
	Iteration 40F: 3 clusters Score -133899.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -133911.031250 Penalty: 2381.742188
	Iteration 41Q: 3 clusters Score -133911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -133921.453125 Penalty: 2381.742188
	Iteration 42Q: 3 clusters Score -133921.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -133939.953125 Penalty: 2381.742188
	Iteration 43Q: 3 clusters Score -133940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -133963.937500 Penalty: 2381.742188
	Iteration 44Q: 3 clusters Score -133963.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -133993.343750 Penalty: 2381.742188
	Iteration 45Q: 3 clusters Score -133993.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -134043.156250 Penalty: 2381.742188
	Iteration 46Q: 3 clusters Score -134043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -134076.468750 Penalty: 2381.742188
	Iteration 47Q: 3 clusters Score -134076.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -134094.953125 Penalty: 2381.742188
	Iteration 48Q: 3 clusters Score -134095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -134116.046875 Penalty: 2381.742188
	Iteration 49Q: 3 clusters Score -134116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -134127.171875 Penalty: 2381.742188
	Iteration 50Q: 3 clusters Score -134127.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -134132.343750 Penalty: 2381.742188
	Iteration 51Q: 3 clusters Score -134132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -134133.046875 Penalty: 2381.742188
	Iteration 52Q: 3 clusters Score -134133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -134133.828125 Penalty: 2381.742188
	Iteration 53Q: 3 clusters Score -134133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -134133.828125 Penalty: 2381.742188
	Iteration 54F: 3 clusters Score -134133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -1013344.500000 Penalty: 1500.692871
	Iteration 0F: 2 clusters Score -1013344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1006072.625000 Penalty: 3001.385742
	Iteration 0F: 3 clusters Score -1006073 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1008343.437500 Penalty: 3001.385742
	Iteration 1F: 3 clusters Score -1008343 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1008533.687500 Penalty: 3001.385742
	Iteration 2F: 3 clusters Score -1008534 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1008672.562500 Penalty: 3001.385742
	Iteration 3Q: 3 clusters Score -1008673 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1008783.937500 Penalty: 3001.385742
	Iteration 4Q: 3 clusters Score -1008784 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1008913.875000 Penalty: 3001.385742
	Iteration 5Q: 3 clusters Score -1008914 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1009058.625000 Penalty: 3001.385742
	Iteration 6Q: 3 clusters Score -1009059 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1009248.687500 Penalty: 3001.385742
	Iteration 7Q: 3 clusters Score -1009249 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1009491.375000 Penalty: 3001.385742
	Iteration 8Q: 3 clusters Score -1009491 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1009851.062500 Penalty: 3001.385742
	Iteration 9F: 3 clusters Score -1009851 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1010283.937500 Penalty: 3001.385742
	Iteration 10F: 3 clusters Score -1010284 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1010747.687500 Penalty: 3001.385742
	Iteration 11F: 3 clusters Score -1010748 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1011147.937500 Penalty: 3001.385742
	Iteration 12Q: 3 clusters Score -1011148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1011484.687500 Penalty: 3001.385742
	Iteration 13Q: 3 clusters Score -1011485 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1011689.375000 Penalty: 3001.385742
	Iteration 14Q: 3 clusters Score -1011689 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1011796.125000 Penalty: 3001.385742
	Iteration 15Q: 3 clusters Score -1011796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1011857.562500 Penalty: 3001.385742
	Iteration 16Q: 3 clusters Score -1011858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1011895.812500 Penalty: 3001.385742
	Iteration 17Q: 3 clusters Score -1011896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1011920.750000 Penalty: 3001.385742
	Iteration 18Q: 3 clusters Score -1011921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1011943.875000 Penalty: 3001.385742
	Iteration 19Q: 3 clusters Score -1011944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1011954.125000 Penalty: 3001.385742
	Iteration 20F: 3 clusters Score -1011954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1011964.562500 Penalty: 3001.385742
	Iteration 21Q: 3 clusters Score -1011965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1011979.187500 Penalty: 3001.385742
	Iteration 22Q: 3 clusters Score -1011979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1011984.312500 Penalty: 3001.385742
	Iteration 23Q: 3 clusters Score -1011984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1011989.312500 Penalty: 3001.385742
	Iteration 24Q: 3 clusters Score -1011989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1011993.125000 Penalty: 3001.385742
	Iteration 25Q: 3 clusters Score -1011993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1011996.375000 Penalty: 3001.385742
	Iteration 26Q: 3 clusters Score -1011996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1011999.187500 Penalty: 3001.385742
	Iteration 27Q: 3 clusters Score -1011999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1011999.187500 Penalty: 3001.385742
	Iteration 28F: 3 clusters Score -1011999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -302888.968750 Penalty: 1315.980103
	Iteration 0F: 2 clusters Score -302889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -299958.125000 Penalty: 2631.960205
	Iteration 0F: 3 clusters Score -299958.1 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -300769.156250 Penalty: 2631.960205
	Iteration 1F: 3 clusters Score -300769.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -300930.312500 Penalty: 2631.960205
	Iteration 2F: 3 clusters Score -300930.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -301035.781250 Penalty: 2631.960205
	Iteration 3F: 3 clusters Score -301035.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -301147.312500 Penalty: 2631.960205
	Iteration 4Q: 3 clusters Score -301147.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -301269.031250 Penalty: 2631.960205
	Iteration 5Q: 3 clusters Score -301269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -301370.968750 Penalty: 2631.960205
	Iteration 6Q: 3 clusters Score -301371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -301473.562500 Penalty: 2631.960205
	Iteration 7Q: 3 clusters Score -301473.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -301563.312500 Penalty: 2631.960205
	Iteration 8Q: 3 clusters Score -301563.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -301653.406250 Penalty: 2631.960205
	Iteration 9Q: 3 clusters Score -301653.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -301726.562500 Penalty: 2631.960205
	Iteration 10Q: 3 clusters Score -301726.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -301772.718750 Penalty: 2631.960205
	Iteration 11Q: 3 clusters Score -301772.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -301799.656250 Penalty: 2631.960205
	Iteration 12Q: 3 clusters Score -301799.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -301826.250000 Penalty: 2631.960205
	Iteration 13Q: 3 clusters Score -301826.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -301848.031250 Penalty: 2631.960205
	Iteration 14Q: 3 clusters Score -301848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -301867.500000 Penalty: 2631.960205
	Iteration 15Q: 3 clusters Score -301867.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -301885.000000 Penalty: 2631.960205
	Iteration 16Q: 3 clusters Score -301885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -301905.375000 Penalty: 2631.960205
	Iteration 17Q: 3 clusters Score -301905.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -301920.500000 Penalty: 2631.960205
	Iteration 18Q: 3 clusters Score -301920.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -301937.531250 Penalty: 2631.960205
	Iteration 19Q: 3 clusters Score -301937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -301953.937500 Penalty: 2631.960205
	Iteration 20F: 3 clusters Score -301953.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -301970.000000 Penalty: 2631.960205
	Iteration 21Q: 3 clusters Score -301970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -301981.875000 Penalty: 2631.960205
	Iteration 22Q: 3 clusters Score -301981.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -301993.531250 Penalty: 2631.960205
	Iteration 23Q: 3 clusters Score -301993.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -302014.812500 Penalty: 2631.960205
	Iteration 24Q: 3 clusters Score -302014.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -302026.406250 Penalty: 2631.960205
	Iteration 25Q: 3 clusters Score -302026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -302033.750000 Penalty: 2631.960205
	Iteration 26Q: 3 clusters Score -302033.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -302045.093750 Penalty: 2631.960205
	Iteration 27Q: 3 clusters Score -302045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -302054.625000 Penalty: 2631.960205
	Iteration 28Q: 3 clusters Score -302054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -302059.781250 Penalty: 2631.960205
	Iteration 29Q: 3 clusters Score -302059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -302063.906250 Penalty: 2631.960205
	Iteration 30Q: 3 clusters Score -302063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -302069.593750 Penalty: 2631.960205
	Iteration 31Q: 3 clusters Score -302069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -302076.406250 Penalty: 2631.960205
	Iteration 32Q: 3 clusters Score -302076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -302080.906250 Penalty: 2631.960205
	Iteration 33Q: 3 clusters Score -302080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -302083.031250 Penalty: 2631.960205
	Iteration 34Q: 3 clusters Score -302083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -302083.031250 Penalty: 2631.960205
	Iteration 35F: 3 clusters Score -302083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -122485.117188 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -122485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120796.242188 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -120796.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121135.898438 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -121135.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -121227.804688 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -121227.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -121276.351562 Penalty: 2348.754150
	Iteration 3Q: 3 clusters Score -121276.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121325.914062 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -121325.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -121381.351562 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -121381.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -121434.835938 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -121434.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121507.101562 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -121507.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -121585.421875 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -121585.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -121652.875000 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -121652.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121721.117188 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -121721.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -121779.945312 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -121779.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -121830.375000 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -121830.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -121875.460938 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -121875.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121900.726562 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -121900.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121920.234375 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -121920.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121954.046875 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -121954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -122006.156250 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -122006.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122056.851562 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -122056.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122108.343750 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -122108.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122159.320312 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -122159.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -122226.539062 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -122226.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122294.976562 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -122295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122337.601562 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -122337.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122363.046875 Penalty: 2348.754150
	Iteration 24Q: 3 clusters Score -122363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122377.148438 Penalty: 2348.754150
	Iteration 25Q: 3 clusters Score -122377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122382.484375 Penalty: 2348.754150
	Iteration 26Q: 3 clusters Score -122382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122383.992188 Penalty: 2348.754150
	Iteration 27Q: 3 clusters Score -122384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122383.992188 Penalty: 2348.754150
	Iteration 28F: 3 clusters Score -122384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -131128.890625 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -131128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129397.101562 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -129397.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129706.773438 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -129706.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -129773.484375 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -129773.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129807.257812 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -129807.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129820.085938 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -129820.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129829.125000 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -129829.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129839.062500 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -129839.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129845.281250 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -129845.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129854.031250 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -129854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129865.546875 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -129865.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129874.023438 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -129874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129877.289062 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -129877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129878.976562 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -129879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -129885.171875 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -129885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -129892.195312 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -129892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -129894.875000 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -129894.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -129896.953125 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -129897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129898.156250 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -129898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129900.460938 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -129900.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129902.945312 Penalty: 2362.851562
	Iteration 19Q: 3 clusters Score -129902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -129906.882812 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -129906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129908.843750 Penalty: 2362.851562
	Iteration 21Q: 3 clusters Score -129908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129910.125000 Penalty: 2362.851562
	Iteration 22Q: 3 clusters Score -129910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129910.531250 Penalty: 2362.851562
	Iteration 23Q: 3 clusters Score -129910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129912.726562 Penalty: 2362.851562
	Iteration 24Q: 3 clusters Score -129912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129913.710938 Penalty: 2362.851562
	Iteration 25Q: 3 clusters Score -129913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129913.710938 Penalty: 2362.851562
	Iteration 26F: 3 clusters Score -129913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (32431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Entering Unmasked Estep 
Score: -3199354.750000 Penalty: 1687.866455
	Iteration 0F: 2 clusters Score -3199355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3178874.000000 Penalty: 3375.732910
	Iteration 0F: 3 clusters Score -3178874 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3187072.000000 Penalty: 3375.732910
	Iteration 1F: 3 clusters Score -3187072 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3187386.250000 Penalty: 3375.732910
	Iteration 2Q: 3 clusters Score -3187386 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3187696.000000 Penalty: 3375.732910
	Iteration 3Q: 3 clusters Score -3187696 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3188043.500000 Penalty: 3375.732910
	Iteration 4Q: 3 clusters Score -3188044 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3188455.750000 Penalty: 3375.732910
	Iteration 5Q: 3 clusters Score -3188456 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3188959.750000 Penalty: 3375.732910
	Iteration 6Q: 3 clusters Score -3188960 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3189612.250000 Penalty: 3375.732910
	Iteration 7Q: 3 clusters Score -3189612 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3190539.000000 Penalty: 3375.732910
	Iteration 8F: 3 clusters Score -3190539 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3191651.000000 Penalty: 3375.732910
	Iteration 9F: 3 clusters Score -3191651 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3192785.500000 Penalty: 3375.732910
	Iteration 10F: 3 clusters Score -3192786 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3193664.500000 Penalty: 3375.732910
	Iteration 11Q: 3 clusters Score -3193664 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3194293.000000 Penalty: 3375.732910
	Iteration 12Q: 3 clusters Score -3194293 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3194775.750000 Penalty: 3375.732910
	Iteration 13Q: 3 clusters Score -3194776 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3195077.500000 Penalty: 3375.732910
	Iteration 14Q: 3 clusters Score -3195078 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3195317.000000 Penalty: 3375.732910
	Iteration 15Q: 3 clusters Score -3195317 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3195511.750000 Penalty: 3375.732910
	Iteration 16Q: 3 clusters Score -3195512 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3195637.250000 Penalty: 3375.732910
	Iteration 17Q: 3 clusters Score -3195637 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3195748.500000 Penalty: 3375.732910
	Iteration 18Q: 3 clusters Score -3195748 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3195871.250000 Penalty: 3375.732910
	Iteration 19Q: 3 clusters Score -3195871 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3195970.750000 Penalty: 3375.732910
	Iteration 20F: 3 clusters Score -3195971 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3196047.750000 Penalty: 3375.732910
	Iteration 21Q: 3 clusters Score -3196048 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3196118.250000 Penalty: 3375.732910
	Iteration 22Q: 3 clusters Score -3196118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3196192.750000 Penalty: 3375.732910
	Iteration 23Q: 3 clusters Score -3196193 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3196270.000000 Penalty: 3375.732910
	Iteration 24Q: 3 clusters Score -3196270 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3196308.000000 Penalty: 3375.732910
	Iteration 25Q: 3 clusters Score -3196308 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3196367.500000 Penalty: 3375.732910
	Iteration 26Q: 3 clusters Score -3196368 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3196426.750000 Penalty: 3375.732910
	Iteration 27Q: 3 clusters Score -3196427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3196462.750000 Penalty: 3375.732910
	Iteration 28Q: 3 clusters Score -3196463 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3196493.250000 Penalty: 3375.732910
	Iteration 29Q: 3 clusters Score -3196493 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3196505.250000 Penalty: 3375.732910
	Iteration 30Q: 3 clusters Score -3196505 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3196509.000000 Penalty: 3375.732910
	Iteration 31Q: 3 clusters Score -3196509 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3196522.250000 Penalty: 3375.732910
	Iteration 32Q: 3 clusters Score -3196522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3196520.750000 Penalty: 3375.732910
	Iteration 33Q: 3 clusters Score -3196521 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3196521.500000 Penalty: 3375.732910
	Iteration 34Q: 3 clusters Score -3196522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3196522.500000 Penalty: 3375.732910
	Iteration 35Q: 3 clusters Score -3196522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3196515.000000 Penalty: 3375.732910
	Iteration 36Q: 3 clusters Score -3196515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3196518.750000 Penalty: 3375.732910
	Iteration 37Q: 3 clusters Score -3196519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3196522.000000 Penalty: 3375.732910
	Iteration 38Q: 3 clusters Score -3196522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3196503.000000 Penalty: 3375.732910
	Iteration 39Q: 3 clusters Score -3196503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3196519.750000 Penalty: 3375.732910
	Iteration 40F: 3 clusters Score -3196520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3196516.750000 Penalty: 3375.732910
	Iteration 41Q: 3 clusters Score -3196517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3196508.500000 Penalty: 3375.732910
	Iteration 42Q: 3 clusters Score -3196508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3196497.250000 Penalty: 3375.732910
	Iteration 43Q: 3 clusters Score -3196497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3196473.500000 Penalty: 3375.732910
	Iteration 44Q: 3 clusters Score -3196474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3196444.250000 Penalty: 3375.732910
	Iteration 45Q: 3 clusters Score -3196444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3196414.500000 Penalty: 3375.732910
	Iteration 46Q: 3 clusters Score -3196414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3196434.500000 Penalty: 3375.732910
	Iteration 47Q: 3 clusters Score -3196434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3196449.250000 Penalty: 3375.732910
	Iteration 48Q: 3 clusters Score -3196449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3196427.000000 Penalty: 3375.732910
	Iteration 49Q: 3 clusters Score -3196427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3196420.500000 Penalty: 3375.732910
	Iteration 50Q: 3 clusters Score -3196420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3196408.000000 Penalty: 3375.732910
	Iteration 51Q: 3 clusters Score -3196408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3196409.000000 Penalty: 3375.732910
	Iteration 52Q: 3 clusters Score -3196409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3196397.250000 Penalty: 3375.732910
	Iteration 53Q: 3 clusters Score -3196397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3196397.250000 Penalty: 3375.732910
	Iteration 54Q: 3 clusters Score -3196397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3196398.750000 Penalty: 3375.732910
	Iteration 55Q: 3 clusters Score -3196399 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3196373.250000 Penalty: 3375.732910
	Iteration 56Q: 3 clusters Score -3196373 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3196408.750000 Penalty: 3375.732910
	Iteration 57Q: 3 clusters Score -3196409 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3196431.250000 Penalty: 3375.732910
	Iteration 58Q: 3 clusters Score -3196431 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3196437.000000 Penalty: 3375.732910
	Iteration 59Q: 3 clusters Score -3196437 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3196448.250000 Penalty: 3375.732910
	Iteration 60F: 3 clusters Score -3196448 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3196471.000000 Penalty: 3375.732910
	Iteration 61Q: 3 clusters Score -3196471 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3196465.000000 Penalty: 3375.732910
	Iteration 62Q: 3 clusters Score -3196465 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3196466.250000 Penalty: 3375.732910
	Iteration 63Q: 3 clusters Score -3196466 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3196438.250000 Penalty: 3375.732910
	Iteration 64Q: 3 clusters Score -3196438 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3196453.750000 Penalty: 3375.732910
	Iteration 65Q: 3 clusters Score -3196454 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3196458.000000 Penalty: 3375.732910
	Iteration 66Q: 3 clusters Score -3196458 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3196471.500000 Penalty: 3375.732910
	Iteration 67Q: 3 clusters Score -3196472 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3196460.000000 Penalty: 3375.732910
	Iteration 68Q: 3 clusters Score -3196460 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3196456.250000 Penalty: 3375.732910
	Iteration 69Q: 3 clusters Score -3196456 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3196510.000000 Penalty: 3375.732910
	Iteration 70Q: 3 clusters Score -3196510 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3196553.750000 Penalty: 3375.732910
	Iteration 71Q: 3 clusters Score -3196554 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3196593.000000 Penalty: 3375.732910
	Iteration 72Q: 3 clusters Score -3196593 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3196614.500000 Penalty: 3375.732910
	Iteration 73Q: 3 clusters Score -3196614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3196632.000000 Penalty: 3375.732910
	Iteration 74Q: 3 clusters Score -3196632 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3196636.500000 Penalty: 3375.732910
	Iteration 75Q: 3 clusters Score -3196636 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3196686.000000 Penalty: 3375.732910
	Iteration 76Q: 3 clusters Score -3196686 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3196723.750000 Penalty: 3375.732910
	Iteration 77Q: 3 clusters Score -3196724 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3196747.250000 Penalty: 3375.732910
	Iteration 78Q: 3 clusters Score -3196747 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3196731.250000 Penalty: 3375.732910
	Iteration 79Q: 3 clusters Score -3196731 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3196775.750000 Penalty: 3375.732910
	Iteration 80F: 3 clusters Score -3196776 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3196882.750000 Penalty: 3375.732910
	Iteration 81Q: 3 clusters Score -3196883 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3196944.000000 Penalty: 3375.732910
	Iteration 82Q: 3 clusters Score -3196944 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3196999.750000 Penalty: 3375.732910
	Iteration 83Q: 3 clusters Score -3197000 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3197065.250000 Penalty: 3375.732910
	Iteration 84Q: 3 clusters Score -3197065 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3197080.500000 Penalty: 3375.732910
	Iteration 85Q: 3 clusters Score -3197080 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3197086.000000 Penalty: 3375.732910
	Iteration 86Q: 3 clusters Score -3197086 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3197079.750000 Penalty: 3375.732910
	Iteration 87Q: 3 clusters Score -3197080 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3197082.250000 Penalty: 3375.732910
	Iteration 88Q: 3 clusters Score -3197082 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3197067.250000 Penalty: 3375.732910
	Iteration 89Q: 3 clusters Score -3197067 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3197065.250000 Penalty: 3375.732910
	Iteration 90Q: 3 clusters Score -3197065 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3197072.250000 Penalty: 3375.732910
	Iteration 91Q: 3 clusters Score -3197072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3197065.250000 Penalty: 3375.732910
	Iteration 92Q: 3 clusters Score -3197065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3197057.750000 Penalty: 3375.732910
	Iteration 93Q: 3 clusters Score -3197058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3197065.250000 Penalty: 3375.732910
	Iteration 94Q: 3 clusters Score -3197065 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3197070.750000 Penalty: 3375.732910
	Iteration 95Q: 3 clusters Score -3197071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3197071.500000 Penalty: 3375.732910
	Iteration 96Q: 3 clusters Score -3197072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3197065.750000 Penalty: 3375.732910
	Iteration 97Q: 3 clusters Score -3197066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3197067.750000 Penalty: 3375.732910
	Iteration 98Q: 3 clusters Score -3197068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3197077.000000 Penalty: 3375.732910
	Iteration 99Q: 3 clusters Score -3197077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3197072.500000 Penalty: 3375.732910
	Iteration 100F: 3 clusters Score -3197072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3197072.500000 Penalty: 3375.732910
	Iteration 101Q: 3 clusters Score -3197072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3197076.000000 Penalty: 3375.732910
	Iteration 102Q: 3 clusters Score -3197076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3197077.000000 Penalty: 3375.732910
	Iteration 103Q: 3 clusters Score -3197077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3197070.000000 Penalty: 3375.732910
	Iteration 104Q: 3 clusters Score -3197070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3197066.000000 Penalty: 3375.732910
	Iteration 105Q: 3 clusters Score -3197066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3197068.250000 Penalty: 3375.732910
	Iteration 106Q: 3 clusters Score -3197068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3197069.250000 Penalty: 3375.732910
	Iteration 107Q: 3 clusters Score -3197069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3197073.500000 Penalty: 3375.732910
	Iteration 108Q: 3 clusters Score -3197074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3197073.750000 Penalty: 3375.732910
	Iteration 109Q: 3 clusters Score -3197074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3197071.750000 Penalty: 3375.732910
	Iteration 110Q: 3 clusters Score -3197072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3197072.250000 Penalty: 3375.732910
	Iteration 111Q: 3 clusters Score -3197072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3197072.250000 Penalty: 3375.732910
	Iteration 112Q: 3 clusters Score -3197072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3197072.500000 Penalty: 3375.732910
	Iteration 113Q: 3 clusters Score -3197072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3197068.000000 Penalty: 3375.732910
	Iteration 114Q: 3 clusters Score -3197068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3197068.250000 Penalty: 3375.732910
	Iteration 115Q: 3 clusters Score -3197068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3197068.250000 Penalty: 3375.732910
	Iteration 116Q: 3 clusters Score -3197068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3197067.000000 Penalty: 3375.732910
	Iteration 117Q: 3 clusters Score -3197067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3197063.750000 Penalty: 3375.732910
	Iteration 118Q: 3 clusters Score -3197064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3197065.500000 Penalty: 3375.732910
	Iteration 119Q: 3 clusters Score -3197066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3197069.750000 Penalty: 3375.732910
	Iteration 120F: 3 clusters Score -3197070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3197063.750000 Penalty: 3375.732910
	Iteration 121Q: 3 clusters Score -3197064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3197067.250000 Penalty: 3375.732910
	Iteration 122Q: 3 clusters Score -3197067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3197060.250000 Penalty: 3375.732910
	Iteration 123Q: 3 clusters Score -3197060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3197059.250000 Penalty: 3375.732910
	Iteration 124Q: 3 clusters Score -3197059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3197056.750000 Penalty: 3375.732910
	Iteration 125Q: 3 clusters Score -3197057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3197053.500000 Penalty: 3375.732910
	Iteration 126Q: 3 clusters Score -3197054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3197057.750000 Penalty: 3375.732910
	Iteration 127Q: 3 clusters Score -3197058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3197052.250000 Penalty: 3375.732910
	Iteration 128Q: 3 clusters Score -3197052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3197046.750000 Penalty: 3375.732910
	Iteration 129Q: 3 clusters Score -3197047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3197050.750000 Penalty: 3375.732910
	Iteration 130Q: 3 clusters Score -3197051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3197048.500000 Penalty: 3375.732910
	Iteration 131Q: 3 clusters Score -3197048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3197051.750000 Penalty: 3375.732910
	Iteration 132Q: 3 clusters Score -3197052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3197044.500000 Penalty: 3375.732910
	Iteration 133Q: 3 clusters Score -3197044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3197047.500000 Penalty: 3375.732910
	Iteration 134Q: 3 clusters Score -3197048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3197042.500000 Penalty: 3375.732910
	Iteration 135Q: 3 clusters Score -3197042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3197048.000000 Penalty: 3375.732910
	Iteration 136Q: 3 clusters Score -3197048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3197053.000000 Penalty: 3375.732910
	Iteration 137Q: 3 clusters Score -3197053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3197054.500000 Penalty: 3375.732910
	Iteration 138Q: 3 clusters Score -3197054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3197049.750000 Penalty: 3375.732910
	Iteration 139Q: 3 clusters Score -3197050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3197047.500000 Penalty: 3375.732910
	Iteration 140F: 3 clusters Score -3197048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3197048.250000 Penalty: 3375.732910
	Iteration 141Q: 3 clusters Score -3197048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3197047.250000 Penalty: 3375.732910
	Iteration 142Q: 3 clusters Score -3197047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3197044.250000 Penalty: 3375.732910
	Iteration 143Q: 3 clusters Score -3197044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3197046.000000 Penalty: 3375.732910
	Iteration 144Q: 3 clusters Score -3197046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3197045.750000 Penalty: 3375.732910
	Iteration 145Q: 3 clusters Score -3197046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3197043.500000 Penalty: 3375.732910
	Iteration 146Q: 3 clusters Score -3197044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3197048.250000 Penalty: 3375.732910
	Iteration 147Q: 3 clusters Score -3197048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3197049.750000 Penalty: 3375.732910
	Iteration 148Q: 3 clusters Score -3197050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3197049.750000 Penalty: 3375.732910
	Iteration 149F: 3 clusters Score -3197050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -461676.406250 Penalty: 1380.329346
	Iteration 0F: 2 clusters Score -461676.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -457798.437500 Penalty: 2760.658691
	Iteration 0F: 3 clusters Score -457798.4 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -458858.281250 Penalty: 2760.658691
	Iteration 1F: 3 clusters Score -458858.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -459024.500000 Penalty: 2760.658691
	Iteration 2F: 3 clusters Score -459024.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -459127.468750 Penalty: 2760.658691
	Iteration 3F: 3 clusters Score -459127.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -459184.687500 Penalty: 2760.658691
	Iteration 4Q: 3 clusters Score -459184.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -459240.343750 Penalty: 2760.658691
	Iteration 5Q: 3 clusters Score -459240.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -459290.718750 Penalty: 2760.658691
	Iteration 6Q: 3 clusters Score -459290.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -459341.656250 Penalty: 2760.658691
	Iteration 7Q: 3 clusters Score -459341.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -459390.625000 Penalty: 2760.658691
	Iteration 8Q: 3 clusters Score -459390.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -459427.218750 Penalty: 2760.658691
	Iteration 9Q: 3 clusters Score -459427.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -459469.937500 Penalty: 2760.658691
	Iteration 10Q: 3 clusters Score -459469.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -459511.218750 Penalty: 2760.658691
	Iteration 11Q: 3 clusters Score -459511.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -459555.750000 Penalty: 2760.658691
	Iteration 12Q: 3 clusters Score -459555.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -459593.875000 Penalty: 2760.658691
	Iteration 13Q: 3 clusters Score -459593.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -459636.843750 Penalty: 2760.658691
	Iteration 14Q: 3 clusters Score -459636.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -459676.312500 Penalty: 2760.658691
	Iteration 15Q: 3 clusters Score -459676.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -459730.937500 Penalty: 2760.658691
	Iteration 16Q: 3 clusters Score -459730.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -459782.937500 Penalty: 2760.658691
	Iteration 17Q: 3 clusters Score -459782.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -459833.968750 Penalty: 2760.658691
	Iteration 18Q: 3 clusters Score -459834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -459881.437500 Penalty: 2760.658691
	Iteration 19Q: 3 clusters Score -459881.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -459922.062500 Penalty: 2760.658691
	Iteration 20F: 3 clusters Score -459922.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -459954.156250 Penalty: 2760.658691
	Iteration 21Q: 3 clusters Score -459954.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -459977.250000 Penalty: 2760.658691
	Iteration 22Q: 3 clusters Score -459977.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -459996.718750 Penalty: 2760.658691
	Iteration 23Q: 3 clusters Score -459996.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -460010.593750 Penalty: 2760.658691
	Iteration 24Q: 3 clusters Score -460010.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -460023.375000 Penalty: 2760.658691
	Iteration 25Q: 3 clusters Score -460023.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -460044.312500 Penalty: 2760.658691
	Iteration 26Q: 3 clusters Score -460044.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -460059.343750 Penalty: 2760.658691
	Iteration 27Q: 3 clusters Score -460059.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -460079.125000 Penalty: 2760.658691
	Iteration 28Q: 3 clusters Score -460079.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -460098.531250 Penalty: 2760.658691
	Iteration 29Q: 3 clusters Score -460098.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -460120.062500 Penalty: 2760.658691
	Iteration 30Q: 3 clusters Score -460120.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -460134.312500 Penalty: 2760.658691
	Iteration 31Q: 3 clusters Score -460134.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -460151.125000 Penalty: 2760.658691
	Iteration 32Q: 3 clusters Score -460151.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -460164.875000 Penalty: 2760.658691
	Iteration 33Q: 3 clusters Score -460164.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -460181.312500 Penalty: 2760.658691
	Iteration 34Q: 3 clusters Score -460181.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -460197.531250 Penalty: 2760.658691
	Iteration 35Q: 3 clusters Score -460197.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -460214.281250 Penalty: 2760.658691
	Iteration 36Q: 3 clusters Score -460214.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -460227.718750 Penalty: 2760.658691
	Iteration 37Q: 3 clusters Score -460227.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -460233.625000 Penalty: 2760.658691
	Iteration 38Q: 3 clusters Score -460233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -460237.625000 Penalty: 2760.658691
	Iteration 39Q: 3 clusters Score -460237.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -460242.656250 Penalty: 2760.658691
	Iteration 40F: 3 clusters Score -460242.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -460247.781250 Penalty: 2760.658691
	Iteration 41Q: 3 clusters Score -460247.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -460251.781250 Penalty: 2760.658691
	Iteration 42Q: 3 clusters Score -460251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -460253.812500 Penalty: 2760.658691
	Iteration 43Q: 3 clusters Score -460253.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -460257.093750 Penalty: 2760.658691
	Iteration 44Q: 3 clusters Score -460257.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -460263.562500 Penalty: 2760.658691
	Iteration 45Q: 3 clusters Score -460263.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -460270.343750 Penalty: 2760.658691
	Iteration 46Q: 3 clusters Score -460270.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -460276.906250 Penalty: 2760.658691
	Iteration 47Q: 3 clusters Score -460276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -460282.531250 Penalty: 2760.658691
	Iteration 48Q: 3 clusters Score -460282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -460287.468750 Penalty: 2760.658691
	Iteration 49Q: 3 clusters Score -460287.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -460293.406250 Penalty: 2760.658691
	Iteration 50Q: 3 clusters Score -460293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -460299.406250 Penalty: 2760.658691
	Iteration 51Q: 3 clusters Score -460299.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -460304.218750 Penalty: 2760.658691
	Iteration 52Q: 3 clusters Score -460304.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -460308.937500 Penalty: 2760.658691
	Iteration 53Q: 3 clusters Score -460308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -460310.468750 Penalty: 2760.658691
	Iteration 54Q: 3 clusters Score -460310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -460312.656250 Penalty: 2760.658691
	Iteration 55Q: 3 clusters Score -460312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -460316.406250 Penalty: 2760.658691
	Iteration 56Q: 3 clusters Score -460316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -460320.343750 Penalty: 2760.658691
	Iteration 57Q: 3 clusters Score -460320.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -460326.937500 Penalty: 2760.658691
	Iteration 58Q: 3 clusters Score -460326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -460331.218750 Penalty: 2760.658691
	Iteration 59Q: 3 clusters Score -460331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -460333.312500 Penalty: 2760.658691
	Iteration 60F: 3 clusters Score -460333.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -460336.843750 Penalty: 2760.658691
	Iteration 61Q: 3 clusters Score -460336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -460339.031250 Penalty: 2760.658691
	Iteration 62Q: 3 clusters Score -460339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -460340.718750 Penalty: 2760.658691
	Iteration 63Q: 3 clusters Score -460340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -460344.687500 Penalty: 2760.658691
	Iteration 64Q: 3 clusters Score -460344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -460345.000000 Penalty: 2760.658691
	Iteration 65Q: 3 clusters Score -460345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -460346.437500 Penalty: 2760.658691
	Iteration 66Q: 3 clusters Score -460346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -460346.250000 Penalty: 2760.658691
	Iteration 67Q: 3 clusters Score -460346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -460348.250000 Penalty: 2760.658691
	Iteration 68Q: 3 clusters Score -460348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -460347.906250 Penalty: 2760.658691
	Iteration 69Q: 3 clusters Score -460347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -460347.906250 Penalty: 2760.658691
	Iteration 70F: 3 clusters Score -460347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Entering Unmasked Estep 
Score: -689850.812500 Penalty: 1448.692261
	Iteration 0F: 2 clusters Score -689850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -684346.500000 Penalty: 2897.384521
	Iteration 0F: 3 clusters Score -684346.5 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -686112.437500 Penalty: 2897.384521
	Iteration 1F: 3 clusters Score -686112.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -686484.750000 Penalty: 2897.384521
	Iteration 2F: 3 clusters Score -686484.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -686806.437500 Penalty: 2897.384521
	Iteration 3F: 3 clusters Score -686806.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -687071.500000 Penalty: 2897.384521
	Iteration 4F: 3 clusters Score -687071.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -687342.562500 Penalty: 2897.384521
	Iteration 5F: 3 clusters Score -687342.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -687603.812500 Penalty: 2897.384521
	Iteration 6F: 3 clusters Score -687603.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -687830.500000 Penalty: 2897.384521
	Iteration 7Q: 3 clusters Score -687830.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -688067.937500 Penalty: 2897.384521
	Iteration 8Q: 3 clusters Score -688067.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -688304.375000 Penalty: 2897.384521
	Iteration 9Q: 3 clusters Score -688304.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -688536.187500 Penalty: 2897.384521
	Iteration 10Q: 3 clusters Score -688536.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -688732.062500 Penalty: 2897.384521
	Iteration 11Q: 3 clusters Score -688732.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -688882.687500 Penalty: 2897.384521
	Iteration 12Q: 3 clusters Score -688882.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -688956.000000 Penalty: 2897.384521
	Iteration 13Q: 3 clusters Score -688956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -689006.562500 Penalty: 2897.384521
	Iteration 14Q: 3 clusters Score -689006.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -689044.312500 Penalty: 2897.384521
	Iteration 15Q: 3 clusters Score -689044.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -689071.250000 Penalty: 2897.384521
	Iteration 16Q: 3 clusters Score -689071.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -689086.312500 Penalty: 2897.384521
	Iteration 17Q: 3 clusters Score -689086.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -689111.250000 Penalty: 2897.384521
	Iteration 18Q: 3 clusters Score -689111.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -689130.125000 Penalty: 2897.384521
	Iteration 19Q: 3 clusters Score -689130.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -689143.750000 Penalty: 2897.384521
	Iteration 20F: 3 clusters Score -689143.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -689155.125000 Penalty: 2897.384521
	Iteration 21Q: 3 clusters Score -689155.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -689165.375000 Penalty: 2897.384521
	Iteration 22Q: 3 clusters Score -689165.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -689169.375000 Penalty: 2897.384521
	Iteration 23Q: 3 clusters Score -689169.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -689178.250000 Penalty: 2897.384521
	Iteration 24Q: 3 clusters Score -689178.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -689186.250000 Penalty: 2897.384521
	Iteration 25Q: 3 clusters Score -689186.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -689192.562500 Penalty: 2897.384521
	Iteration 26Q: 3 clusters Score -689192.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -689195.500000 Penalty: 2897.384521
	Iteration 27Q: 3 clusters Score -689195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -689197.250000 Penalty: 2897.384521
	Iteration 28Q: 3 clusters Score -689197.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -689197.937500 Penalty: 2897.384521
	Iteration 29Q: 3 clusters Score -689197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -689199.437500 Penalty: 2897.384521
	Iteration 30Q: 3 clusters Score -689199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -689201.625000 Penalty: 2897.384521
	Iteration 31Q: 3 clusters Score -689201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -689203.812500 Penalty: 2897.384521
	Iteration 32Q: 3 clusters Score -689203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -689203.625000 Penalty: 2897.384521
	Iteration 33Q: 3 clusters Score -689203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -689204.000000 Penalty: 2897.384521
	Iteration 34Q: 3 clusters Score -689204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -689206.062500 Penalty: 2897.384521
	Iteration 35Q: 3 clusters Score -689206.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -689207.375000 Penalty: 2897.384521
	Iteration 36Q: 3 clusters Score -689207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -689208.812500 Penalty: 2897.384521
	Iteration 37Q: 3 clusters Score -689208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -689209.000000 Penalty: 2897.384521
	Iteration 38Q: 3 clusters Score -689209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -689212.500000 Penalty: 2897.384521
	Iteration 39Q: 3 clusters Score -689212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -689215.062500 Penalty: 2897.384521
	Iteration 40F: 3 clusters Score -689215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -689214.062500 Penalty: 2897.384521
	Iteration 41Q: 3 clusters Score -689214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -689213.500000 Penalty: 2897.384521
	Iteration 42Q: 3 clusters Score -689213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -689213.500000 Penalty: 2897.384521
	Iteration 43F: 3 clusters Score -689213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 36057 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24379 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 44034 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 12490 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 38680 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20544 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 26546 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32431 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775688.000000 Penalty: 96567.195312
Iteration 279Q: 46 clusters Score -4.977569e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 38305 members 
Mstep: Class 4 contains 5533 members 
Mstep: Class 5 contains 35979 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24413 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 43798 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 12491 members 
Mstep: Class 25 contains 1284 members 
Mstep: Class 26 contains 38675 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20557 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30184 members 
Mstep: Class 37 contains 26720 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 10342 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32439 members 
Mstep: Class 44 contains 4889 members 
Mstep: Class 45 contains 7444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776392.000000 Penalty: 96567.195312
Iteration 280F: 46 clusters Score -4.977639e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 35666 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24434 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40743 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 43990 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6002 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 12491 members 
Mstep: Class 25 contains 1274 members 
Mstep: Class 26 contains 38676 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 20561 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1803 members 
Mstep: Class 36 contains 30186 members 
Mstep: Class 37 contains 26787 members 
Mstep: Class 38 contains 1524 members 
Mstep: Class 39 contains 10401 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32430 members 
Mstep: Class 44 contains 4888 members 
Mstep: Class 45 contains 7444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775780.000000 Penalty: 96567.195312
Iteration 281Q: 46 clusters Score -4.977578e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 35564 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24464 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40739 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 43855 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 12491 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38667 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1251 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20576 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 26844 members 
Mstep: Class 38 contains 1525 members 
Mstep: Class 39 contains 10554 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32427 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775916.000000 Penalty: 96567.195312
Iteration 282Q: 46 clusters Score -4.977592e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 38310 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 35501 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24483 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 43688 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5998 members 
Mstep: Class 21 contains 5347 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 12492 members 
Mstep: Class 25 contains 1283 members 
Mstep: Class 26 contains 38654 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20598 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30184 members 
Mstep: Class 37 contains 26884 members 
Mstep: Class 38 contains 1525 members 
Mstep: Class 39 contains 10713 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32424 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776024.000000 Penalty: 96567.195312
Iteration 283Q: 46 clusters Score -4.977602e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6785 members 
Mstep: Class 3 contains 38310 members 
Mstep: Class 4 contains 5528 members 
Mstep: Class 5 contains 35428 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24506 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 43490 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6004 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 12492 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 38642 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20624 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30184 members 
Mstep: Class 37 contains 26933 members 
Mstep: Class 38 contains 1525 members 
Mstep: Class 39 contains 10898 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32412 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776100.000000 Penalty: 96567.195312
Iteration 284Q: 46 clusters Score -4.97761e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 38311 members 
Mstep: Class 4 contains 5528 members 
Mstep: Class 5 contains 35352 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24532 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 43257 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6002 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 12491 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38641 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 20650 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 26997 members 
Mstep: Class 38 contains 1525 members 
Mstep: Class 39 contains 11118 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32383 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776284.000000 Penalty: 96567.195312
Iteration 285Q: 46 clusters Score -4.977628e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 38313 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 35281 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24542 members 
Mstep: Class 9 contains 24694 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 43029 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 12491 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38640 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 20671 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30185 members 
Mstep: Class 37 contains 27042 members 
Mstep: Class 38 contains 1525 members 
Mstep: Class 39 contains 11371 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32359 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776356.000000 Penalty: 96567.195312
Iteration 286Q: 46 clusters Score -4.977636e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 38314 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 35225 members 
Mstep: Class 6 contains 40012 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24564 members 
Mstep: Class 9 contains 24691 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19028 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 42797 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 5300 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 12493 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38652 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 20692 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30186 members 
Mstep: Class 37 contains 27085 members 
Mstep: Class 38 contains 1524 members 
Mstep: Class 39 contains 11604 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32325 members 
Mstep: Class 44 contains 4885 members 
Mstep: Class 45 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776620.000000 Penalty: 96567.195312
Iteration 287Q: 46 clusters Score -4.977662e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 38314 members 
Mstep: Class 4 contains 5514 members 
Mstep: Class 5 contains 35161 members 
Mstep: Class 6 contains 40010 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24580 members 
Mstep: Class 9 contains 24695 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19027 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40728 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 42560 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 6002 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 12493 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38652 members 
Mstep: Class 27 contains 3650 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 20713 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30188 members 
Mstep: Class 37 contains 27118 members 
Mstep: Class 38 contains 1524 members 
Mstep: Class 39 contains 11876 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32286 members 
Mstep: Class 44 contains 4884 members 
Mstep: Class 45 contains 7449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776868.000000 Penalty: 96567.195312
Iteration 288Q: 46 clusters Score -4.977687e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 38314 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 35064 members 
Mstep: Class 6 contains 40009 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24591 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19027 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 42296 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 6003 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 12495 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38641 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 20727 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30187 members 
Mstep: Class 37 contains 27166 members 
Mstep: Class 38 contains 1524 members 
Mstep: Class 39 contains 12210 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32257 members 
Mstep: Class 44 contains 4883 members 
Mstep: Class 45 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777204.000000 Penalty: 96567.195312
Iteration 289Q: 46 clusters Score -4.97772e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 38310 members 
Mstep: Class 4 contains 5493 members 
Mstep: Class 5 contains 34979 members 
Mstep: Class 6 contains 40007 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24583 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19027 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40721 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 42007 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 6001 members 
Mstep: Class 21 contains 5272 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 12493 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38631 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 20734 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1803 members 
Mstep: Class 36 contains 30188 members 
Mstep: Class 37 contains 27214 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 12593 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32237 members 
Mstep: Class 44 contains 4884 members 
Mstep: Class 45 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777356.000000 Penalty: 96567.195312
Iteration 290Q: 46 clusters Score -4.977736e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 34889 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24566 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19027 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40720 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 41707 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5997 members 
Mstep: Class 21 contains 5265 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 12495 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38619 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20747 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30186 members 
Mstep: Class 37 contains 27232 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 13012 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32219 members 
Mstep: Class 44 contains 4883 members 
Mstep: Class 45 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777624.000000 Penalty: 96567.195312
Iteration 291Q: 46 clusters Score -4.977762e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 5493 members 
Mstep: Class 5 contains 34817 members 
Mstep: Class 6 contains 40002 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24524 members 
Mstep: Class 9 contains 24696 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19026 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40720 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 41369 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5990 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 12499 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1922 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 20746 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 30187 members 
Mstep: Class 37 contains 27254 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 13471 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32198 members 
Mstep: Class 44 contains 4884 members 
Mstep: Class 45 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777944.000000 Penalty: 96567.195312
Iteration 292Q: 46 clusters Score -4.977794e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 34768 members 
Mstep: Class 6 contains 39998 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24484 members 
Mstep: Class 9 contains 24695 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 40989 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5988 members 
Mstep: Class 21 contains 5250 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6530 members 
Mstep: Class 24 contains 12500 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38606 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1921 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20756 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30186 members 
Mstep: Class 37 contains 27251 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 13981 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32170 members 
Mstep: Class 44 contains 4883 members 
Mstep: Class 45 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777976.000000 Penalty: 96567.195312
Iteration 293Q: 46 clusters Score -4.977798e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6888 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 34740 members 
Mstep: Class 6 contains 40000 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24401 members 
Mstep: Class 9 contains 24699 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40718 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 40565 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12503 members 
Mstep: Class 25 contains 1298 members 
Mstep: Class 26 contains 38609 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1920 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20764 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30184 members 
Mstep: Class 37 contains 27227 members 
Mstep: Class 38 contains 1521 members 
Mstep: Class 39 contains 14570 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32127 members 
Mstep: Class 44 contains 4883 members 
Mstep: Class 45 contains 7449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778552.000000 Penalty: 96567.195312
Iteration 294Q: 46 clusters Score -4.977855e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6891 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 34707 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24302 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 40090 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 5239 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12500 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38615 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20773 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30183 members 
Mstep: Class 37 contains 27213 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 15220 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32082 members 
Mstep: Class 44 contains 4882 members 
Mstep: Class 45 contains 7450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778824.000000 Penalty: 96567.195312
Iteration 295Q: 46 clusters Score -4.977882e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 38304 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 34664 members 
Mstep: Class 6 contains 40002 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24237 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 39588 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5983 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12501 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38616 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20785 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1804 members 
Mstep: Class 36 contains 30182 members 
Mstep: Class 37 contains 27188 members 
Mstep: Class 38 contains 1521 members 
Mstep: Class 39 contains 15894 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 32035 members 
Mstep: Class 44 contains 4882 members 
Mstep: Class 45 contains 7450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779300.000000 Penalty: 96567.195312
Iteration 296Q: 46 clusters Score -4.97793e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 38305 members 
Mstep: Class 4 contains 5482 members 
Mstep: Class 5 contains 34642 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24153 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40717 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 39066 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5980 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12501 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38622 members 
Mstep: Class 27 contains 3650 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20788 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 30183 members 
Mstep: Class 37 contains 27126 members 
Mstep: Class 38 contains 1520 members 
Mstep: Class 39 contains 16609 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31999 members 
Mstep: Class 44 contains 4882 members 
Mstep: Class 45 contains 7451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779776.000000 Penalty: 96567.195312
Iteration 297Q: 46 clusters Score -4.977978e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 38310 members 
Mstep: Class 4 contains 5479 members 
Mstep: Class 5 contains 34616 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24063 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40718 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 38602 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5976 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12501 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38631 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20783 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 30183 members 
Mstep: Class 37 contains 27049 members 
Mstep: Class 38 contains 1519 members 
Mstep: Class 39 contains 17316 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31944 members 
Mstep: Class 44 contains 4882 members 
Mstep: Class 45 contains 7451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780164.000000 Penalty: 96567.195312
Iteration 298Q: 46 clusters Score -4.978016e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 38310 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 5 contains 34585 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23975 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40722 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 38132 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5978 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38642 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20797 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 30180 members 
Mstep: Class 37 contains 26960 members 
Mstep: Class 38 contains 1518 members 
Mstep: Class 39 contains 18036 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31866 members 
Mstep: Class 44 contains 4884 members 
Mstep: Class 45 contains 7453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780548.000000 Penalty: 96567.195312
Iteration 299Q: 46 clusters Score -4.978055e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 38309 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 34562 members 
Mstep: Class 6 contains 40022 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23889 members 
Mstep: Class 9 contains 24699 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40723 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 37706 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5976 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 1305 members 
Mstep: Class 26 contains 38645 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20815 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 30179 members 
Mstep: Class 37 contains 26845 members 
Mstep: Class 38 contains 1518 members 
Mstep: Class 39 contains 18719 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31802 members 
Mstep: Class 44 contains 4885 members 
Mstep: Class 45 contains 7453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780844.000000 Penalty: 96567.195312
Iteration 300F: 46 clusters Score -4.978084e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 38311 members 
Mstep: Class 4 contains 5479 members 
Mstep: Class 5 contains 34526 members 
Mstep: Class 6 contains 40028 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23790 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40725 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 37212 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5969 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 1305 members 
Mstep: Class 26 contains 38649 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20822 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 30177 members 
Mstep: Class 37 contains 26712 members 
Mstep: Class 38 contains 1517 members 
Mstep: Class 39 contains 19511 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31760 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781224.000000 Penalty: 96567.195312
Iteration 301Q: 46 clusters Score -4.978122e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6905 members 
Mstep: Class 3 contains 38313 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 34492 members 
Mstep: Class 6 contains 40030 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23706 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40724 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 36702 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38660 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20835 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 30177 members 
Mstep: Class 37 contains 26586 members 
Mstep: Class 38 contains 1517 members 
Mstep: Class 39 contains 20298 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31701 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781532.000000 Penalty: 96567.195312
Iteration 302Q: 46 clusters Score -4.978153e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6907 members 
Mstep: Class 3 contains 38314 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 5 contains 34480 members 
Mstep: Class 6 contains 40034 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23608 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40730 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 36266 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12504 members 
Mstep: Class 25 contains 1309 members 
Mstep: Class 26 contains 38656 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20855 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30177 members 
Mstep: Class 37 contains 26380 members 
Mstep: Class 38 contains 1513 members 
Mstep: Class 39 contains 21097 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31628 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781740.000000 Penalty: 96567.195312
Iteration 303Q: 46 clusters Score -4.978174e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 3 contains 38314 members 
Mstep: Class 4 contains 5479 members 
Mstep: Class 5 contains 34462 members 
Mstep: Class 6 contains 40037 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40732 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 35815 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 12504 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 38656 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20875 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30176 members 
Mstep: Class 37 contains 26175 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 21900 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31561 members 
Mstep: Class 44 contains 4888 members 
Mstep: Class 45 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781960.000000 Penalty: 96567.195312
Iteration 304Q: 46 clusters Score -4.978196e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 38313 members 
Mstep: Class 4 contains 5484 members 
Mstep: Class 5 contains 34454 members 
Mstep: Class 6 contains 40038 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23427 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40730 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 35380 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12505 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 38661 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20878 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 30174 members 
Mstep: Class 37 contains 25974 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 22686 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31503 members 
Mstep: Class 44 contains 4888 members 
Mstep: Class 45 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782116.000000 Penalty: 96567.195312
Iteration 305Q: 46 clusters Score -4.978212e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 38314 members 
Mstep: Class 4 contains 5482 members 
Mstep: Class 5 contains 34450 members 
Mstep: Class 6 contains 40039 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23316 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 35015 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5956 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 12505 members 
Mstep: Class 25 contains 1309 members 
Mstep: Class 26 contains 38672 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20884 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 30171 members 
Mstep: Class 37 contains 25751 members 
Mstep: Class 38 contains 1500 members 
Mstep: Class 39 contains 23434 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31444 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782292.000000 Penalty: 96567.195312
Iteration 306Q: 46 clusters Score -4.978229e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 38315 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 34442 members 
Mstep: Class 6 contains 40038 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23244 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40738 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 34675 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12507 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 38673 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 20887 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 30167 members 
Mstep: Class 37 contains 25493 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 24150 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31401 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782344.000000 Penalty: 96567.195312
Iteration 307Q: 46 clusters Score -4.978234e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 38314 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 34430 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23175 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40733 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12508 members 
Mstep: Class 25 contains 1309 members 
Mstep: Class 26 contains 38677 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 20882 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 30168 members 
Mstep: Class 37 contains 25263 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 24790 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31374 members 
Mstep: Class 44 contains 4889 members 
Mstep: Class 45 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782280.000000 Penalty: 96567.195312
Iteration 308Q: 46 clusters Score -4.978228e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 38311 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 34419 members 
Mstep: Class 6 contains 40048 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23120 members 
Mstep: Class 9 contains 24705 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40734 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 34046 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12508 members 
Mstep: Class 25 contains 1309 members 
Mstep: Class 26 contains 38684 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 20896 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30169 members 
Mstep: Class 37 contains 25035 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 25420 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31329 members 
Mstep: Class 44 contains 4888 members 
Mstep: Class 45 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782188.000000 Penalty: 96567.195312
Iteration 309Q: 46 clusters Score -4.978219e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 38312 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 34404 members 
Mstep: Class 6 contains 40052 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23066 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40737 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 33735 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5950 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12508 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38685 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1915 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 20906 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30170 members 
Mstep: Class 37 contains 24862 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 25999 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31293 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781832.000000 Penalty: 96567.195312
Iteration 310Q: 46 clusters Score -4.978183e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 38313 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 34370 members 
Mstep: Class 6 contains 40059 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23051 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40746 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 33444 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12509 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38683 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1915 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 20911 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30170 members 
Mstep: Class 37 contains 24690 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 26523 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31268 members 
Mstep: Class 44 contains 4887 members 
Mstep: Class 45 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781624.000000 Penalty: 96567.195312
Iteration 311Q: 46 clusters Score -4.978162e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 38313 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 5 contains 34335 members 
Mstep: Class 6 contains 40067 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23048 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 33171 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5950 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12511 members 
Mstep: Class 25 contains 1307 members 
Mstep: Class 26 contains 38688 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1915 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 20914 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30170 members 
Mstep: Class 37 contains 24557 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 26997 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31234 members 
Mstep: Class 44 contains 4885 members 
Mstep: Class 45 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781236.000000 Penalty: 96567.195312
Iteration 312Q: 46 clusters Score -4.978124e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 38317 members 
Mstep: Class 4 contains 5475 members 
Mstep: Class 5 contains 34326 members 
Mstep: Class 6 contains 40067 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23032 members 
Mstep: Class 9 contains 24704 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40749 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 32881 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5947 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12511 members 
Mstep: Class 25 contains 1307 members 
Mstep: Class 26 contains 38704 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1915 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 20914 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30169 members 
Mstep: Class 37 contains 24423 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 27436 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31225 members 
Mstep: Class 44 contains 4885 members 
Mstep: Class 45 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781016.000000 Penalty: 96567.195312
Iteration 313Q: 46 clusters Score -4.978102e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 38315 members 
Mstep: Class 4 contains 5474 members 
Mstep: Class 5 contains 34317 members 
Mstep: Class 6 contains 40067 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23019 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40749 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 32575 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12513 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 38705 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1915 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 20924 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30169 members 
Mstep: Class 37 contains 24344 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 27846 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31215 members 
Mstep: Class 44 contains 4885 members 
Mstep: Class 45 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780612.000000 Penalty: 96567.195312
Iteration 314Q: 46 clusters Score -4.978061e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 38318 members 
Mstep: Class 4 contains 5476 members 
Mstep: Class 5 contains 34295 members 
Mstep: Class 6 contains 40061 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23031 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40756 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 32261 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12513 members 
Mstep: Class 25 contains 1309 members 
Mstep: Class 26 contains 38707 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1915 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 20935 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30169 members 
Mstep: Class 37 contains 24298 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 28204 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31210 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780364.000000 Penalty: 96567.195312
Iteration 315Q: 46 clusters Score -4.978036e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 38317 members 
Mstep: Class 4 contains 5474 members 
Mstep: Class 5 contains 34281 members 
Mstep: Class 6 contains 40060 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23042 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 31936 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 5217 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 12514 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 38715 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 20937 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30168 members 
Mstep: Class 37 contains 24234 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 28594 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31207 members 
Mstep: Class 44 contains 4885 members 
Mstep: Class 45 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780120.000000 Penalty: 96567.195312
Iteration 316Q: 46 clusters Score -4.978012e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 38321 members 
Mstep: Class 4 contains 5474 members 
Mstep: Class 5 contains 34263 members 
Mstep: Class 6 contains 40060 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23047 members 
Mstep: Class 9 contains 24699 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 31588 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 12515 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 38721 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 20936 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30168 members 
Mstep: Class 37 contains 24193 members 
Mstep: Class 38 contains 1500 members 
Mstep: Class 39 contains 28985 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31210 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779820.000000 Penalty: 96567.195312
Iteration 317Q: 46 clusters Score -4.977982e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 38322 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 5 contains 34247 members 
Mstep: Class 6 contains 40062 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23079 members 
Mstep: Class 9 contains 24699 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40754 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5935 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12515 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 38722 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 20950 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30166 members 
Mstep: Class 37 contains 24147 members 
Mstep: Class 38 contains 1498 members 
Mstep: Class 39 contains 29340 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31221 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779868.000000 Penalty: 96567.195312
Iteration 318Q: 46 clusters Score -4.977987e+07 nChanged 717
Entering ConstructFrom: 
Score: -49779868.000000 Penalty: 96567.195312
Entering ConstructFrom: 
Trying to split cluster 1 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -362363.718750 Penalty: 1341.909424
	Iteration 0F: 2 clusters Score -362363.7 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 1881 members 
Entering Unmasked Estep 
Score: -359090.593750 Penalty: 2683.818848
	Iteration 0F: 3 clusters Score -359090.6 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -359993.968750 Penalty: 2683.818848
	Iteration 1F: 3 clusters Score -359994 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -360239.437500 Penalty: 2683.818848
	Iteration 2F: 3 clusters Score -360239.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -360411.343750 Penalty: 2683.818848
	Iteration 3F: 3 clusters Score -360411.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -360549.593750 Penalty: 2683.818848
	Iteration 4F: 3 clusters Score -360549.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -360661.281250 Penalty: 2683.818848
	Iteration 5Q: 3 clusters Score -360661.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -360766.093750 Penalty: 2683.818848
	Iteration 6Q: 3 clusters Score -360766.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -360825.625000 Penalty: 2683.818848
	Iteration 7Q: 3 clusters Score -360825.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -360878.312500 Penalty: 2683.818848
	Iteration 8Q: 3 clusters Score -360878.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -360930.968750 Penalty: 2683.818848
	Iteration 9Q: 3 clusters Score -360931 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -360980.437500 Penalty: 2683.818848
	Iteration 10Q: 3 clusters Score -360980.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -361026.906250 Penalty: 2683.818848
	Iteration 11Q: 3 clusters Score -361026.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -361057.843750 Penalty: 2683.818848
	Iteration 12Q: 3 clusters Score -361057.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -361090.531250 Penalty: 2683.818848
	Iteration 13Q: 3 clusters Score -361090.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -361122.281250 Penalty: 2683.818848
	Iteration 14Q: 3 clusters Score -361122.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -361150.031250 Penalty: 2683.818848
	Iteration 15Q: 3 clusters Score -361150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -361173.843750 Penalty: 2683.818848
	Iteration 16Q: 3 clusters Score -361173.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -361199.625000 Penalty: 2683.818848
	Iteration 17Q: 3 clusters Score -361199.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -361224.406250 Penalty: 2683.818848
	Iteration 18Q: 3 clusters Score -361224.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -361244.562500 Penalty: 2683.818848
	Iteration 19Q: 3 clusters Score -361244.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -361263.343750 Penalty: 2683.818848
	Iteration 20F: 3 clusters Score -361263.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -361284.218750 Penalty: 2683.818848
	Iteration 21Q: 3 clusters Score -361284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -361290.187500 Penalty: 2683.818848
	Iteration 22Q: 3 clusters Score -361290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -361293.312500 Penalty: 2683.818848
	Iteration 23Q: 3 clusters Score -361293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -361295.031250 Penalty: 2683.818848
	Iteration 24Q: 3 clusters Score -361295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -361297.937500 Penalty: 2683.818848
	Iteration 25Q: 3 clusters Score -361297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -361299.468750 Penalty: 2683.818848
	Iteration 26Q: 3 clusters Score -361299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -361300.218750 Penalty: 2683.818848
	Iteration 27Q: 3 clusters Score -361300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -361301.406250 Penalty: 2683.818848
	Iteration 28Q: 3 clusters Score -361301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -361301.125000 Penalty: 2683.818848
	Iteration 29Q: 3 clusters Score -361301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -361302.718750 Penalty: 2683.818848
	Iteration 30Q: 3 clusters Score -361302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -361305.031250 Penalty: 2683.818848
	Iteration 31Q: 3 clusters Score -361305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -361305.593750 Penalty: 2683.818848
	Iteration 32Q: 3 clusters Score -361305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -361306.062500 Penalty: 2683.818848
	Iteration 33Q: 3 clusters Score -361306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -361307.125000 Penalty: 2683.818848
	Iteration 34Q: 3 clusters Score -361307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -361308.000000 Penalty: 2683.818848
	Iteration 35Q: 3 clusters Score -361308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -361309.093750 Penalty: 2683.818848
	Iteration 36Q: 3 clusters Score -361309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -361309.968750 Penalty: 2683.818848
	Iteration 37Q: 3 clusters Score -361310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -361309.968750 Penalty: 2683.818848
	Iteration 38F: 3 clusters Score -361310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -670231.687500 Penalty: 1436.993652
	Iteration 0F: 2 clusters Score -670231.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -665085.062500 Penalty: 2873.987305
	Iteration 0F: 3 clusters Score -665085.1 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -666557.562500 Penalty: 2873.987305
	Iteration 1F: 3 clusters Score -666557.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -666742.375000 Penalty: 2873.987305
	Iteration 2F: 3 clusters Score -666742.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -666888.625000 Penalty: 2873.987305
	Iteration 3Q: 3 clusters Score -666888.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -667005.750000 Penalty: 2873.987305
	Iteration 4Q: 3 clusters Score -667005.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -667099.687500 Penalty: 2873.987305
	Iteration 5Q: 3 clusters Score -667099.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -667172.375000 Penalty: 2873.987305
	Iteration 6Q: 3 clusters Score -667172.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -667239.312500 Penalty: 2873.987305
	Iteration 7Q: 3 clusters Score -667239.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -667297.500000 Penalty: 2873.987305
	Iteration 8Q: 3 clusters Score -667297.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -667357.187500 Penalty: 2873.987305
	Iteration 9Q: 3 clusters Score -667357.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -667438.187500 Penalty: 2873.987305
	Iteration 10Q: 3 clusters Score -667438.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -667550.625000 Penalty: 2873.987305
	Iteration 11Q: 3 clusters Score -667550.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -667678.062500 Penalty: 2873.987305
	Iteration 12Q: 3 clusters Score -667678.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -667831.375000 Penalty: 2873.987305
	Iteration 13Q: 3 clusters Score -667831.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -668009.750000 Penalty: 2873.987305
	Iteration 14Q: 3 clusters Score -668009.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -668183.500000 Penalty: 2873.987305
	Iteration 15Q: 3 clusters Score -668183.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -668343.875000 Penalty: 2873.987305
	Iteration 16Q: 3 clusters Score -668343.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -668489.000000 Penalty: 2873.987305
	Iteration 17Q: 3 clusters Score -668489 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -668614.187500 Penalty: 2873.987305
	Iteration 18Q: 3 clusters Score -668614.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -668714.000000 Penalty: 2873.987305
	Iteration 19Q: 3 clusters Score -668714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -668794.125000 Penalty: 2873.987305
	Iteration 20F: 3 clusters Score -668794.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -668841.500000 Penalty: 2873.987305
	Iteration 21Q: 3 clusters Score -668841.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -668877.562500 Penalty: 2873.987305
	Iteration 22Q: 3 clusters Score -668877.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -668900.750000 Penalty: 2873.987305
	Iteration 23Q: 3 clusters Score -668900.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -668923.125000 Penalty: 2873.987305
	Iteration 24Q: 3 clusters Score -668923.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -668937.750000 Penalty: 2873.987305
	Iteration 25Q: 3 clusters Score -668937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -668943.437500 Penalty: 2873.987305
	Iteration 26Q: 3 clusters Score -668943.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -668950.125000 Penalty: 2873.987305
	Iteration 27Q: 3 clusters Score -668950.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -668958.125000 Penalty: 2873.987305
	Iteration 28Q: 3 clusters Score -668958.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -668967.687500 Penalty: 2873.987305
	Iteration 29Q: 3 clusters Score -668967.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -668978.562500 Penalty: 2873.987305
	Iteration 30Q: 3 clusters Score -668978.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -668988.875000 Penalty: 2873.987305
	Iteration 31Q: 3 clusters Score -668988.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -668997.125000 Penalty: 2873.987305
	Iteration 32Q: 3 clusters Score -668997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -669004.625000 Penalty: 2873.987305
	Iteration 33Q: 3 clusters Score -669004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -669006.375000 Penalty: 2873.987305
	Iteration 34Q: 3 clusters Score -669006.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -669016.312500 Penalty: 2873.987305
	Iteration 35Q: 3 clusters Score -669016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -669022.125000 Penalty: 2873.987305
	Iteration 36Q: 3 clusters Score -669022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -669028.750000 Penalty: 2873.987305
	Iteration 37Q: 3 clusters Score -669028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -669033.937500 Penalty: 2873.987305
	Iteration 38Q: 3 clusters Score -669033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -669035.062500 Penalty: 2873.987305
	Iteration 39Q: 3 clusters Score -669035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -669036.375000 Penalty: 2873.987305
	Iteration 40F: 3 clusters Score -669036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Entering Unmasked Estep 
Score: -3669144.750000 Penalty: 1714.993408
	Iteration 0F: 2 clusters Score -3669145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3644149.250000 Penalty: 3429.986816
	Iteration 0F: 3 clusters Score -3644149 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3654135.000000 Penalty: 3429.986816
	Iteration 1F: 3 clusters Score -3654135 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3654731.500000 Penalty: 3429.986816
	Iteration 2Q: 3 clusters Score -3654732 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3655404.750000 Penalty: 3429.986816
	Iteration 3F: 3 clusters Score -3655405 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3656223.750000 Penalty: 3429.986816
	Iteration 4F: 3 clusters Score -3656224 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3657239.000000 Penalty: 3429.986816
	Iteration 5F: 3 clusters Score -3657239 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3658459.000000 Penalty: 3429.986816
	Iteration 6F: 3 clusters Score -3658459 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3659802.750000 Penalty: 3429.986816
	Iteration 7F: 3 clusters Score -3659803 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3661043.750000 Penalty: 3429.986816
	Iteration 8F: 3 clusters Score -3661044 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3662058.250000 Penalty: 3429.986816
	Iteration 9Q: 3 clusters Score -3662058 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3662690.500000 Penalty: 3429.986816
	Iteration 10Q: 3 clusters Score -3662690 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3663027.500000 Penalty: 3429.986816
	Iteration 11Q: 3 clusters Score -3663028 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3663230.250000 Penalty: 3429.986816
	Iteration 12Q: 3 clusters Score -3663230 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3663404.500000 Penalty: 3429.986816
	Iteration 13Q: 3 clusters Score -3663404 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3663570.250000 Penalty: 3429.986816
	Iteration 14Q: 3 clusters Score -3663570 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3663755.000000 Penalty: 3429.986816
	Iteration 15Q: 3 clusters Score -3663755 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3663889.750000 Penalty: 3429.986816
	Iteration 16Q: 3 clusters Score -3663890 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3664046.500000 Penalty: 3429.986816
	Iteration 17Q: 3 clusters Score -3664046 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -3664198.250000 Penalty: 3429.986816
	Iteration 18Q: 3 clusters Score -3664198 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3664336.250000 Penalty: 3429.986816
	Iteration 19Q: 3 clusters Score -3664336 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -3664480.000000 Penalty: 3429.986816
	Iteration 20F: 3 clusters Score -3664480 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3664653.500000 Penalty: 3429.986816
	Iteration 21Q: 3 clusters Score -3664654 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3664821.750000 Penalty: 3429.986816
	Iteration 22Q: 3 clusters Score -3664822 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3664994.000000 Penalty: 3429.986816
	Iteration 23Q: 3 clusters Score -3664994 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3665156.750000 Penalty: 3429.986816
	Iteration 24Q: 3 clusters Score -3665157 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -3665329.500000 Penalty: 3429.986816
	Iteration 25Q: 3 clusters Score -3665330 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -3665544.000000 Penalty: 3429.986816
	Iteration 26Q: 3 clusters Score -3665544 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -3665904.000000 Penalty: 3429.986816
	Iteration 27Q: 3 clusters Score -3665904 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -3666299.250000 Penalty: 3429.986816
	Iteration 28Q: 3 clusters Score -3666299 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -3666682.500000 Penalty: 3429.986816
	Iteration 29Q: 3 clusters Score -3666682 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -3667081.500000 Penalty: 3429.986816
	Iteration 30Q: 3 clusters Score -3667082 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -3667390.000000 Penalty: 3429.986816
	Iteration 31Q: 3 clusters Score -3667390 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -3667629.500000 Penalty: 3429.986816
	Iteration 32Q: 3 clusters Score -3667630 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3667809.750000 Penalty: 3429.986816
	Iteration 33Q: 3 clusters Score -3667810 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -3667936.000000 Penalty: 3429.986816
	Iteration 34Q: 3 clusters Score -3667936 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3668000.250000 Penalty: 3429.986816
	Iteration 35Q: 3 clusters Score -3668000 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -3668044.250000 Penalty: 3429.986816
	Iteration 36Q: 3 clusters Score -3668044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -3668060.000000 Penalty: 3429.986816
	Iteration 37Q: 3 clusters Score -3668060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3668070.500000 Penalty: 3429.986816
	Iteration 38Q: 3 clusters Score -3668070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3668084.250000 Penalty: 3429.986816
	Iteration 39Q: 3 clusters Score -3668084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3668092.750000 Penalty: 3429.986816
	Iteration 40F: 3 clusters Score -3668093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3668100.250000 Penalty: 3429.986816
	Iteration 41Q: 3 clusters Score -3668100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -3668100.250000 Penalty: 3429.986816
	Iteration 42Q: 3 clusters Score -3668100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -3668103.750000 Penalty: 3429.986816
	Iteration 43Q: 3 clusters Score -3668104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -3668095.250000 Penalty: 3429.986816
	Iteration 44Q: 3 clusters Score -3668095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -3668099.500000 Penalty: 3429.986816
	Iteration 45Q: 3 clusters Score -3668100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -3668105.250000 Penalty: 3429.986816
	Iteration 46Q: 3 clusters Score -3668105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -3668102.750000 Penalty: 3429.986816
	Iteration 47Q: 3 clusters Score -3668103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -3668097.750000 Penalty: 3429.986816
	Iteration 48Q: 3 clusters Score -3668098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -3668096.500000 Penalty: 3429.986816
	Iteration 49Q: 3 clusters Score -3668096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3668095.000000 Penalty: 3429.986816
	Iteration 50Q: 3 clusters Score -3668095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -3668093.000000 Penalty: 3429.986816
	Iteration 51Q: 3 clusters Score -3668093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -3668093.750000 Penalty: 3429.986816
	Iteration 52Q: 3 clusters Score -3668094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -3668091.500000 Penalty: 3429.986816
	Iteration 53Q: 3 clusters Score -3668092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -3668090.250000 Penalty: 3429.986816
	Iteration 54Q: 3 clusters Score -3668090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -3668088.000000 Penalty: 3429.986816
	Iteration 55Q: 3 clusters Score -3668088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -3668083.750000 Penalty: 3429.986816
	Iteration 56Q: 3 clusters Score -3668084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -3668080.500000 Penalty: 3429.986816
	Iteration 57Q: 3 clusters Score -3668080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -3668079.000000 Penalty: 3429.986816
	Iteration 58Q: 3 clusters Score -3668079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -3668074.750000 Penalty: 3429.986816
	Iteration 59Q: 3 clusters Score -3668075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -3668081.750000 Penalty: 3429.986816
	Iteration 60F: 3 clusters Score -3668082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -3668084.250000 Penalty: 3429.986816
	Iteration 61Q: 3 clusters Score -3668084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -3668087.000000 Penalty: 3429.986816
	Iteration 62Q: 3 clusters Score -3668087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -3668080.500000 Penalty: 3429.986816
	Iteration 63Q: 3 clusters Score -3668080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3668077.750000 Penalty: 3429.986816
	Iteration 64Q: 3 clusters Score -3668078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -3668071.750000 Penalty: 3429.986816
	Iteration 65Q: 3 clusters Score -3668072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -3668074.500000 Penalty: 3429.986816
	Iteration 66Q: 3 clusters Score -3668074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -3668074.500000 Penalty: 3429.986816
	Iteration 67F: 3 clusters Score -3668074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Entering Unmasked Estep 
Score: -492335.187500 Penalty: 1399.088013
	Iteration 0F: 2 clusters Score -492335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -488067.843750 Penalty: 2798.176025
	Iteration 0F: 3 clusters Score -488067.8 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -489283.468750 Penalty: 2798.176025
	Iteration 1F: 3 clusters Score -489283.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -489489.125000 Penalty: 2798.176025
	Iteration 2F: 3 clusters Score -489489.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -489671.343750 Penalty: 2798.176025
	Iteration 3F: 3 clusters Score -489671.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -489854.312500 Penalty: 2798.176025
	Iteration 4Q: 3 clusters Score -489854.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -490043.500000 Penalty: 2798.176025
	Iteration 5Q: 3 clusters Score -490043.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -490241.812500 Penalty: 2798.176025
	Iteration 6Q: 3 clusters Score -490241.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -490411.687500 Penalty: 2798.176025
	Iteration 7Q: 3 clusters Score -490411.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -490590.500000 Penalty: 2798.176025
	Iteration 8Q: 3 clusters Score -490590.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -490751.750000 Penalty: 2798.176025
	Iteration 9Q: 3 clusters Score -490751.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -490903.250000 Penalty: 2798.176025
	Iteration 10Q: 3 clusters Score -490903.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -491018.500000 Penalty: 2798.176025
	Iteration 11Q: 3 clusters Score -491018.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -491093.812500 Penalty: 2798.176025
	Iteration 12Q: 3 clusters Score -491093.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -491163.625000 Penalty: 2798.176025
	Iteration 13Q: 3 clusters Score -491163.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -491216.093750 Penalty: 2798.176025
	Iteration 14Q: 3 clusters Score -491216.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -491256.718750 Penalty: 2798.176025
	Iteration 15Q: 3 clusters Score -491256.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -491293.031250 Penalty: 2798.176025
	Iteration 16Q: 3 clusters Score -491293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -491320.687500 Penalty: 2798.176025
	Iteration 17Q: 3 clusters Score -491320.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -491349.625000 Penalty: 2798.176025
	Iteration 18Q: 3 clusters Score -491349.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -491366.187500 Penalty: 2798.176025
	Iteration 19Q: 3 clusters Score -491366.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -491387.500000 Penalty: 2798.176025
	Iteration 20F: 3 clusters Score -491387.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -491408.718750 Penalty: 2798.176025
	Iteration 21Q: 3 clusters Score -491408.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -491430.625000 Penalty: 2798.176025
	Iteration 22Q: 3 clusters Score -491430.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -491449.156250 Penalty: 2798.176025
	Iteration 23Q: 3 clusters Score -491449.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -491464.656250 Penalty: 2798.176025
	Iteration 24Q: 3 clusters Score -491464.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -491488.718750 Penalty: 2798.176025
	Iteration 25Q: 3 clusters Score -491488.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -491509.593750 Penalty: 2798.176025
	Iteration 26Q: 3 clusters Score -491509.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -491525.156250 Penalty: 2798.176025
	Iteration 27Q: 3 clusters Score -491525.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -491534.125000 Penalty: 2798.176025
	Iteration 28Q: 3 clusters Score -491534.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -491541.375000 Penalty: 2798.176025
	Iteration 29Q: 3 clusters Score -491541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -491545.781250 Penalty: 2798.176025
	Iteration 30Q: 3 clusters Score -491545.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -491553.125000 Penalty: 2798.176025
	Iteration 31Q: 3 clusters Score -491553.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -491560.531250 Penalty: 2798.176025
	Iteration 32Q: 3 clusters Score -491560.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -491565.312500 Penalty: 2798.176025
	Iteration 33Q: 3 clusters Score -491565.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -491569.187500 Penalty: 2798.176025
	Iteration 34Q: 3 clusters Score -491569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -491571.750000 Penalty: 2798.176025
	Iteration 35Q: 3 clusters Score -491571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -491573.093750 Penalty: 2798.176025
	Iteration 36Q: 3 clusters Score -491573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -491573.843750 Penalty: 2798.176025
	Iteration 37Q: 3 clusters Score -491573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -491574.281250 Penalty: 2798.176025
	Iteration 38Q: 3 clusters Score -491574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -491576.218750 Penalty: 2798.176025
	Iteration 39Q: 3 clusters Score -491576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -491577.375000 Penalty: 2798.176025
	Iteration 40F: 3 clusters Score -491577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -491578.062500 Penalty: 2798.176025
	Iteration 41Q: 3 clusters Score -491578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -491577.500000 Penalty: 2798.176025
	Iteration 42Q: 3 clusters Score -491577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -491577.500000 Penalty: 2798.176025
	Iteration 43F: 3 clusters Score -491577.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Entering Unmasked Estep 
Score: -3239654.000000 Penalty: 1696.705933
	Iteration 0F: 2 clusters Score -3239654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3217513.500000 Penalty: 3393.411865
	Iteration 0F: 3 clusters Score -3217514 nChanged 15806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3226230.250000 Penalty: 3393.411865
	Iteration 1F: 3 clusters Score -3226230 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3226649.000000 Penalty: 3393.411865
	Iteration 2Q: 3 clusters Score -3226649 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3227077.750000 Penalty: 3393.411865
	Iteration 3Q: 3 clusters Score -3227078 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3227503.750000 Penalty: 3393.411865
	Iteration 4Q: 3 clusters Score -3227504 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3228031.500000 Penalty: 3393.411865
	Iteration 5Q: 3 clusters Score -3228032 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3228713.000000 Penalty: 3393.411865
	Iteration 6Q: 3 clusters Score -3228713 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3229695.750000 Penalty: 3393.411865
	Iteration 7F: 3 clusters Score -3229696 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3231007.000000 Penalty: 3393.411865
	Iteration 8F: 3 clusters Score -3231007 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3232544.750000 Penalty: 3393.411865
	Iteration 9F: 3 clusters Score -3232545 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3234119.250000 Penalty: 3393.411865
	Iteration 10F: 3 clusters Score -3234119 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3235381.000000 Penalty: 3393.411865
	Iteration 11Q: 3 clusters Score -3235381 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3236365.250000 Penalty: 3393.411865
	Iteration 12Q: 3 clusters Score -3236365 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3236996.250000 Penalty: 3393.411865
	Iteration 13Q: 3 clusters Score -3236996 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -3237450.250000 Penalty: 3393.411865
	Iteration 14Q: 3 clusters Score -3237450 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -3237725.250000 Penalty: 3393.411865
	Iteration 15Q: 3 clusters Score -3237725 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -3237893.000000 Penalty: 3393.411865
	Iteration 16Q: 3 clusters Score -3237893 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3237998.750000 Penalty: 3393.411865
	Iteration 17Q: 3 clusters Score -3237999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -3238066.500000 Penalty: 3393.411865
	Iteration 18Q: 3 clusters Score -3238066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3238103.250000 Penalty: 3393.411865
	Iteration 19Q: 3 clusters Score -3238103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -3238123.750000 Penalty: 3393.411865
	Iteration 20F: 3 clusters Score -3238124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -3238129.250000 Penalty: 3393.411865
	Iteration 21Q: 3 clusters Score -3238129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -3238139.750000 Penalty: 3393.411865
	Iteration 22Q: 3 clusters Score -3238140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -3238149.750000 Penalty: 3393.411865
	Iteration 23Q: 3 clusters Score -3238150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -3238155.250000 Penalty: 3393.411865
	Iteration 24Q: 3 clusters Score -3238155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -3238162.750000 Penalty: 3393.411865
	Iteration 25Q: 3 clusters Score -3238163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -3238168.250000 Penalty: 3393.411865
	Iteration 26Q: 3 clusters Score -3238168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -3238169.250000 Penalty: 3393.411865
	Iteration 27Q: 3 clusters Score -3238169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -3238178.000000 Penalty: 3393.411865
	Iteration 28Q: 3 clusters Score -3238178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -3238183.750000 Penalty: 3393.411865
	Iteration 29Q: 3 clusters Score -3238184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -3238189.500000 Penalty: 3393.411865
	Iteration 30Q: 3 clusters Score -3238190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -3238192.500000 Penalty: 3393.411865
	Iteration 31Q: 3 clusters Score -3238192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -3238194.750000 Penalty: 3393.411865
	Iteration 32Q: 3 clusters Score -3238195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3238196.500000 Penalty: 3393.411865
	Iteration 33Q: 3 clusters Score -3238196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -3238201.250000 Penalty: 3393.411865
	Iteration 34Q: 3 clusters Score -3238201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -3238201.250000 Penalty: 3393.411865
	Iteration 35F: 3 clusters Score -3238201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Entering Unmasked Estep 
Score: -3943638.500000 Penalty: 1722.188599
	Iteration 0F: 2 clusters Score -3943638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3921792.250000 Penalty: 3444.377197
	Iteration 0F: 3 clusters Score -3921792 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3931964.750000 Penalty: 3444.377197
	Iteration 1F: 3 clusters Score -3931965 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3932429.250000 Penalty: 3444.377197
	Iteration 2Q: 3 clusters Score -3932429 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3933014.000000 Penalty: 3444.377197
	Iteration 3Q: 3 clusters Score -3933014 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3933797.500000 Penalty: 3444.377197
	Iteration 4Q: 3 clusters Score -3933798 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3935029.000000 Penalty: 3444.377197
	Iteration 5F: 3 clusters Score -3935029 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3936782.750000 Penalty: 3444.377197
	Iteration 6F: 3 clusters Score -3936783 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -3939203.750000 Penalty: 3444.377197
	Iteration 7F: 3 clusters Score -3939204 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -3941096.750000 Penalty: 3444.377197
	Iteration 8F: 3 clusters Score -3941097 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -3941546.000000 Penalty: 3444.377197
	Iteration 9F: 3 clusters Score -3941546 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -3941697.500000 Penalty: 3444.377197
	Iteration 10Q: 3 clusters Score -3941698 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -3941845.000000 Penalty: 3444.377197
	Iteration 11Q: 3 clusters Score -3941845 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -3941961.250000 Penalty: 3444.377197
	Iteration 12Q: 3 clusters Score -3941961 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3942037.250000 Penalty: 3444.377197
	Iteration 13Q: 3 clusters Score -3942037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -3942089.500000 Penalty: 3444.377197
	Iteration 14Q: 3 clusters Score -3942090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -3942140.500000 Penalty: 3444.377197
	Iteration 15Q: 3 clusters Score -3942140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -3942173.750000 Penalty: 3444.377197
	Iteration 16Q: 3 clusters Score -3942174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -3942185.500000 Penalty: 3444.377197
	Iteration 17Q: 3 clusters Score -3942186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -3942194.500000 Penalty: 3444.377197
	Iteration 18Q: 3 clusters Score -3942194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -3942212.500000 Penalty: 3444.377197
	Iteration 19Q: 3 clusters Score -3942212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -3942222.750000 Penalty: 3444.377197
	Iteration 20F: 3 clusters Score -3942223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -3942228.000000 Penalty: 3444.377197
	Iteration 21Q: 3 clusters Score -3942228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -3942216.500000 Penalty: 3444.377197
	Iteration 22Q: 3 clusters Score -3942216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -3942223.750000 Penalty: 3444.377197
	Iteration 23Q: 3 clusters Score -3942224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -3942233.500000 Penalty: 3444.377197
	Iteration 24Q: 3 clusters Score -3942234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -3942242.500000 Penalty: 3444.377197
	Iteration 25Q: 3 clusters Score -3942242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -3942252.500000 Penalty: 3444.377197
	Iteration 26Q: 3 clusters Score -3942252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -3942257.500000 Penalty: 3444.377197
	Iteration 27Q: 3 clusters Score -3942258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -3942261.000000 Penalty: 3444.377197
	Iteration 28Q: 3 clusters Score -3942261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -3942268.750000 Penalty: 3444.377197
	Iteration 29Q: 3 clusters Score -3942269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -3942266.250000 Penalty: 3444.377197
	Iteration 30Q: 3 clusters Score -3942266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -3942270.250000 Penalty: 3444.377197
	Iteration 31Q: 3 clusters Score -3942270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -3942270.500000 Penalty: 3444.377197
	Iteration 32Q: 3 clusters Score -3942270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -3942267.000000 Penalty: 3444.377197
	Iteration 33Q: 3 clusters Score -3942267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -3942267.000000 Penalty: 3444.377197
	Iteration 34Q: 3 clusters Score -3942267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -3942267.000000 Penalty: 3444.377197
	Iteration 35F: 3 clusters Score -3942267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -87591.320312 Penalty: 1141.360840
	Iteration 0F: 2 clusters Score -87591.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86112.148438 Penalty: 2282.721680
	Iteration 0F: 3 clusters Score -86112.15 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86500.281250 Penalty: 2282.721680
	Iteration 1F: 3 clusters Score -86500.28 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -86753.734375 Penalty: 2282.721680
	Iteration 2F: 3 clusters Score -86753.73 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -87034.835938 Penalty: 2282.721680
	Iteration 3F: 3 clusters Score -87034.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -87165.828125 Penalty: 2282.721680
	Iteration 4F: 3 clusters Score -87165.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87245.656250 Penalty: 2282.721680
	Iteration 5Q: 3 clusters Score -87245.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -87290.328125 Penalty: 2282.721680
	Iteration 6Q: 3 clusters Score -87290.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -87304.585938 Penalty: 2282.721680
	Iteration 7Q: 3 clusters Score -87304.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -87314.437500 Penalty: 2282.721680
	Iteration 8Q: 3 clusters Score -87314.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -87318.023438 Penalty: 2282.721680
	Iteration 9Q: 3 clusters Score -87318.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -87321.593750 Penalty: 2282.721680
	Iteration 10Q: 3 clusters Score -87321.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -87324.546875 Penalty: 2282.721680
	Iteration 11Q: 3 clusters Score -87324.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -87325.882812 Penalty: 2282.721680
	Iteration 12Q: 3 clusters Score -87325.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -87331.812500 Penalty: 2282.721680
	Iteration 13Q: 3 clusters Score -87331.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87334.789062 Penalty: 2282.721680
	Iteration 14Q: 3 clusters Score -87334.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87334.789062 Penalty: 2282.721680
	Iteration 15F: 3 clusters Score -87334.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Entering Unmasked Estep 
Score: -2091217.875000 Penalty: 1632.761108
	Iteration 0F: 2 clusters Score -2091218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2075458.250000 Penalty: 3265.522217
	Iteration 0F: 3 clusters Score -2075458 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2081216.500000 Penalty: 3265.522217
	Iteration 1F: 3 clusters Score -2081216 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2081582.750000 Penalty: 3265.522217
	Iteration 2Q: 3 clusters Score -2081583 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2081927.875000 Penalty: 3265.522217
	Iteration 3Q: 3 clusters Score -2081928 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2082290.875000 Penalty: 3265.522217
	Iteration 4Q: 3 clusters Score -2082291 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2082686.375000 Penalty: 3265.522217
	Iteration 5Q: 3 clusters Score -2082686 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2083041.500000 Penalty: 3265.522217
	Iteration 6Q: 3 clusters Score -2083042 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2083511.375000 Penalty: 3265.522217
	Iteration 7Q: 3 clusters Score -2083511 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2084099.250000 Penalty: 3265.522217
	Iteration 8Q: 3 clusters Score -2084099 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2084833.750000 Penalty: 3265.522217
	Iteration 9F: 3 clusters Score -2084834 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2085746.875000 Penalty: 3265.522217
	Iteration 10F: 3 clusters Score -2085747 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2086803.375000 Penalty: 3265.522217
	Iteration 11F: 3 clusters Score -2086803 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2087769.000000 Penalty: 3265.522217
	Iteration 12Q: 3 clusters Score -2087769 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2088419.375000 Penalty: 3265.522217
	Iteration 13Q: 3 clusters Score -2088419 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2088843.000000 Penalty: 3265.522217
	Iteration 14Q: 3 clusters Score -2088843 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2089158.750000 Penalty: 3265.522217
	Iteration 15Q: 3 clusters Score -2089159 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2089416.750000 Penalty: 3265.522217
	Iteration 16Q: 3 clusters Score -2089417 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2089598.250000 Penalty: 3265.522217
	Iteration 17Q: 3 clusters Score -2089598 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2089700.125000 Penalty: 3265.522217
	Iteration 18Q: 3 clusters Score -2089700 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2089775.125000 Penalty: 3265.522217
	Iteration 19Q: 3 clusters Score -2089775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2089837.375000 Penalty: 3265.522217
	Iteration 20F: 3 clusters Score -2089837 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2089880.375000 Penalty: 3265.522217
	Iteration 21Q: 3 clusters Score -2089880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2089915.125000 Penalty: 3265.522217
	Iteration 22Q: 3 clusters Score -2089915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2089943.000000 Penalty: 3265.522217
	Iteration 23Q: 3 clusters Score -2089943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2089960.875000 Penalty: 3265.522217
	Iteration 24Q: 3 clusters Score -2089961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2089984.250000 Penalty: 3265.522217
	Iteration 25Q: 3 clusters Score -2089984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2090002.500000 Penalty: 3265.522217
	Iteration 26Q: 3 clusters Score -2090002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2090019.875000 Penalty: 3265.522217
	Iteration 27Q: 3 clusters Score -2090020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2090035.000000 Penalty: 3265.522217
	Iteration 28Q: 3 clusters Score -2090035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2090053.000000 Penalty: 3265.522217
	Iteration 29Q: 3 clusters Score -2090053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2090057.000000 Penalty: 3265.522217
	Iteration 30Q: 3 clusters Score -2090057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2090065.000000 Penalty: 3265.522217
	Iteration 31Q: 3 clusters Score -2090065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2090069.625000 Penalty: 3265.522217
	Iteration 32Q: 3 clusters Score -2090070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2090070.375000 Penalty: 3265.522217
	Iteration 33Q: 3 clusters Score -2090070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2090076.000000 Penalty: 3265.522217
	Iteration 34Q: 3 clusters Score -2090076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2090078.375000 Penalty: 3265.522217
	Iteration 35Q: 3 clusters Score -2090078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2090082.875000 Penalty: 3265.522217
	Iteration 36Q: 3 clusters Score -2090083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2090082.000000 Penalty: 3265.522217
	Iteration 37Q: 3 clusters Score -2090082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2090083.875000 Penalty: 3265.522217
	Iteration 38Q: 3 clusters Score -2090084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2090082.875000 Penalty: 3265.522217
	Iteration 39Q: 3 clusters Score -2090083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2090086.375000 Penalty: 3265.522217
	Iteration 40F: 3 clusters Score -2090086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2090090.875000 Penalty: 3265.522217
	Iteration 41Q: 3 clusters Score -2090091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2090093.750000 Penalty: 3265.522217
	Iteration 42Q: 3 clusters Score -2090094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2090097.250000 Penalty: 3265.522217
	Iteration 43Q: 3 clusters Score -2090097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2090099.500000 Penalty: 3265.522217
	Iteration 44Q: 3 clusters Score -2090100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2090099.875000 Penalty: 3265.522217
	Iteration 45Q: 3 clusters Score -2090100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2090102.875000 Penalty: 3265.522217
	Iteration 46Q: 3 clusters Score -2090103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2090103.875000 Penalty: 3265.522217
	Iteration 47Q: 3 clusters Score -2090104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2090102.875000 Penalty: 3265.522217
	Iteration 48Q: 3 clusters Score -2090103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2090103.500000 Penalty: 3265.522217
	Iteration 49Q: 3 clusters Score -2090104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2090106.500000 Penalty: 3265.522217
	Iteration 50Q: 3 clusters Score -2090106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2090106.500000 Penalty: 3265.522217
	Iteration 51Q: 3 clusters Score -2090106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2090106.375000 Penalty: 3265.522217
	Iteration 52Q: 3 clusters Score -2090106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2090107.500000 Penalty: 3265.522217
	Iteration 53Q: 3 clusters Score -2090108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2090109.750000 Penalty: 3265.522217
	Iteration 54Q: 3 clusters Score -2090110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2090111.500000 Penalty: 3265.522217
	Iteration 55Q: 3 clusters Score -2090112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2090110.875000 Penalty: 3265.522217
	Iteration 56Q: 3 clusters Score -2090111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2090110.375000 Penalty: 3265.522217
	Iteration 57Q: 3 clusters Score -2090110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2090118.625000 Penalty: 3265.522217
	Iteration 58Q: 3 clusters Score -2090119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2090116.375000 Penalty: 3265.522217
	Iteration 59Q: 3 clusters Score -2090116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2090117.500000 Penalty: 3265.522217
	Iteration 60F: 3 clusters Score -2090118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Entering Unmasked Estep 
Score: -2315532.750000 Penalty: 1643.602539
	Iteration 0F: 2 clusters Score -2315533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2298853.750000 Penalty: 3287.205078
	Iteration 0F: 3 clusters Score -2298854 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2305285.000000 Penalty: 3287.205078
	Iteration 1F: 3 clusters Score -2305285 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2305803.250000 Penalty: 3287.205078
	Iteration 2F: 3 clusters Score -2305803 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2306427.750000 Penalty: 3287.205078
	Iteration 3F: 3 clusters Score -2306428 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2307180.250000 Penalty: 3287.205078
	Iteration 4F: 3 clusters Score -2307180 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2308142.500000 Penalty: 3287.205078
	Iteration 5F: 3 clusters Score -2308142 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2309308.000000 Penalty: 3287.205078
	Iteration 6F: 3 clusters Score -2309308 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2310512.500000 Penalty: 3287.205078
	Iteration 7F: 3 clusters Score -2310512 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2311684.000000 Penalty: 3287.205078
	Iteration 8F: 3 clusters Score -2311684 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2312539.000000 Penalty: 3287.205078
	Iteration 9Q: 3 clusters Score -2312539 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2313165.500000 Penalty: 3287.205078
	Iteration 10Q: 3 clusters Score -2313166 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2313588.500000 Penalty: 3287.205078
	Iteration 11Q: 3 clusters Score -2313588 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2313909.500000 Penalty: 3287.205078
	Iteration 12Q: 3 clusters Score -2313910 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2314072.750000 Penalty: 3287.205078
	Iteration 13Q: 3 clusters Score -2314073 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2314183.750000 Penalty: 3287.205078
	Iteration 14Q: 3 clusters Score -2314184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2314254.750000 Penalty: 3287.205078
	Iteration 15Q: 3 clusters Score -2314255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2314310.250000 Penalty: 3287.205078
	Iteration 16Q: 3 clusters Score -2314310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2314343.500000 Penalty: 3287.205078
	Iteration 17Q: 3 clusters Score -2314344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2314369.750000 Penalty: 3287.205078
	Iteration 18Q: 3 clusters Score -2314370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2314391.500000 Penalty: 3287.205078
	Iteration 19Q: 3 clusters Score -2314392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2314410.000000 Penalty: 3287.205078
	Iteration 20F: 3 clusters Score -2314410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2314425.750000 Penalty: 3287.205078
	Iteration 21Q: 3 clusters Score -2314426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2314430.000000 Penalty: 3287.205078
	Iteration 22Q: 3 clusters Score -2314430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2314438.250000 Penalty: 3287.205078
	Iteration 23Q: 3 clusters Score -2314438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2314444.000000 Penalty: 3287.205078
	Iteration 24Q: 3 clusters Score -2314444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2314456.250000 Penalty: 3287.205078
	Iteration 25Q: 3 clusters Score -2314456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2314463.500000 Penalty: 3287.205078
	Iteration 26Q: 3 clusters Score -2314464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2314465.500000 Penalty: 3287.205078
	Iteration 27Q: 3 clusters Score -2314466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2314464.750000 Penalty: 3287.205078
	Iteration 28Q: 3 clusters Score -2314465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2314465.000000 Penalty: 3287.205078
	Iteration 29Q: 3 clusters Score -2314465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2314471.500000 Penalty: 3287.205078
	Iteration 30Q: 3 clusters Score -2314472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2314471.250000 Penalty: 3287.205078
	Iteration 31Q: 3 clusters Score -2314471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2314474.750000 Penalty: 3287.205078
	Iteration 32Q: 3 clusters Score -2314475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2314478.750000 Penalty: 3287.205078
	Iteration 33Q: 3 clusters Score -2314479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2314481.250000 Penalty: 3287.205078
	Iteration 34Q: 3 clusters Score -2314481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2314483.000000 Penalty: 3287.205078
	Iteration 35Q: 3 clusters Score -2314483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2314482.500000 Penalty: 3287.205078
	Iteration 36Q: 3 clusters Score -2314482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2314482.500000 Penalty: 3287.205078
	Iteration 37Q: 3 clusters Score -2314482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2314482.500000 Penalty: 3287.205078
	Iteration 38F: 3 clusters Score -2314482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -445020.031250 Penalty: 1381.620850
	Iteration 0F: 2 clusters Score -445020 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 2477 members 
Entering Unmasked Estep 
Score: -441045.031250 Penalty: 2763.241699
	Iteration 0F: 3 clusters Score -441045 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -442288.937500 Penalty: 2763.241699
	Iteration 1F: 3 clusters Score -442288.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -442607.843750 Penalty: 2763.241699
	Iteration 2F: 3 clusters Score -442607.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -442883.125000 Penalty: 2763.241699
	Iteration 3F: 3 clusters Score -442883.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -443127.843750 Penalty: 2763.241699
	Iteration 4F: 3 clusters Score -443127.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -443374.125000 Penalty: 2763.241699
	Iteration 5F: 3 clusters Score -443374.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -443546.656250 Penalty: 2763.241699
	Iteration 6Q: 3 clusters Score -443546.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -443696.468750 Penalty: 2763.241699
	Iteration 7Q: 3 clusters Score -443696.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -443835.375000 Penalty: 2763.241699
	Iteration 8Q: 3 clusters Score -443835.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -443934.843750 Penalty: 2763.241699
	Iteration 9Q: 3 clusters Score -443934.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -443999.093750 Penalty: 2763.241699
	Iteration 10Q: 3 clusters Score -443999.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -444049.343750 Penalty: 2763.241699
	Iteration 11Q: 3 clusters Score -444049.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -444078.875000 Penalty: 2763.241699
	Iteration 12Q: 3 clusters Score -444078.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -444107.781250 Penalty: 2763.241699
	Iteration 13Q: 3 clusters Score -444107.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -444120.593750 Penalty: 2763.241699
	Iteration 14Q: 3 clusters Score -444120.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -444136.437500 Penalty: 2763.241699
	Iteration 15Q: 3 clusters Score -444136.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -444152.437500 Penalty: 2763.241699
	Iteration 16Q: 3 clusters Score -444152.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -444174.281250 Penalty: 2763.241699
	Iteration 17Q: 3 clusters Score -444174.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -444189.156250 Penalty: 2763.241699
	Iteration 18Q: 3 clusters Score -444189.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -444197.875000 Penalty: 2763.241699
	Iteration 19Q: 3 clusters Score -444197.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -444204.906250 Penalty: 2763.241699
	Iteration 20F: 3 clusters Score -444204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -444213.312500 Penalty: 2763.241699
	Iteration 21Q: 3 clusters Score -444213.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -444223.593750 Penalty: 2763.241699
	Iteration 22Q: 3 clusters Score -444223.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -444235.375000 Penalty: 2763.241699
	Iteration 23Q: 3 clusters Score -444235.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -444243.687500 Penalty: 2763.241699
	Iteration 24Q: 3 clusters Score -444243.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -444253.062500 Penalty: 2763.241699
	Iteration 25Q: 3 clusters Score -444253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -444258.718750 Penalty: 2763.241699
	Iteration 26Q: 3 clusters Score -444258.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -444262.625000 Penalty: 2763.241699
	Iteration 27Q: 3 clusters Score -444262.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -444265.343750 Penalty: 2763.241699
	Iteration 28Q: 3 clusters Score -444265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -444269.125000 Penalty: 2763.241699
	Iteration 29Q: 3 clusters Score -444269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -444271.125000 Penalty: 2763.241699
	Iteration 30Q: 3 clusters Score -444271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -444271.593750 Penalty: 2763.241699
	Iteration 31Q: 3 clusters Score -444271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -444275.062500 Penalty: 2763.241699
	Iteration 32Q: 3 clusters Score -444275.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -444278.593750 Penalty: 2763.241699
	Iteration 33Q: 3 clusters Score -444278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -444281.156250 Penalty: 2763.241699
	Iteration 34Q: 3 clusters Score -444281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -444282.468750 Penalty: 2763.241699
	Iteration 35Q: 3 clusters Score -444282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -444282.656250 Penalty: 2763.241699
	Iteration 36Q: 3 clusters Score -444282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -444282.781250 Penalty: 2763.241699
	Iteration 37Q: 3 clusters Score -444282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -444283.531250 Penalty: 2763.241699
	Iteration 38Q: 3 clusters Score -444283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -444283.500000 Penalty: 2763.241699
	Iteration 39Q: 3 clusters Score -444283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -444283.500000 Penalty: 2763.241699
	Iteration 40F: 3 clusters Score -444283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Entering Unmasked Estep 
Score: -1766296.250000 Penalty: 1601.161133
	Iteration 0F: 2 clusters Score -1766296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1753416.750000 Penalty: 3202.322266
	Iteration 0F: 3 clusters Score -1753417 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1758091.375000 Penalty: 3202.322266
	Iteration 1F: 3 clusters Score -1758091 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1758542.250000 Penalty: 3202.322266
	Iteration 2F: 3 clusters Score -1758542 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1759025.375000 Penalty: 3202.322266
	Iteration 3F: 3 clusters Score -1759025 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1759619.875000 Penalty: 3202.322266
	Iteration 4F: 3 clusters Score -1759620 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1760376.250000 Penalty: 3202.322266
	Iteration 5F: 3 clusters Score -1760376 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1761361.625000 Penalty: 3202.322266
	Iteration 6F: 3 clusters Score -1761362 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1762474.625000 Penalty: 3202.322266
	Iteration 7F: 3 clusters Score -1762475 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1763456.250000 Penalty: 3202.322266
	Iteration 8F: 3 clusters Score -1763456 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1764163.750000 Penalty: 3202.322266
	Iteration 9Q: 3 clusters Score -1764164 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1764588.375000 Penalty: 3202.322266
	Iteration 10Q: 3 clusters Score -1764588 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1764812.875000 Penalty: 3202.322266
	Iteration 11Q: 3 clusters Score -1764813 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1764927.375000 Penalty: 3202.322266
	Iteration 12Q: 3 clusters Score -1764927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1764966.125000 Penalty: 3202.322266
	Iteration 13Q: 3 clusters Score -1764966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1764988.000000 Penalty: 3202.322266
	Iteration 14Q: 3 clusters Score -1764988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1764996.875000 Penalty: 3202.322266
	Iteration 15Q: 3 clusters Score -1764997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1765007.875000 Penalty: 3202.322266
	Iteration 16Q: 3 clusters Score -1765008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1765013.875000 Penalty: 3202.322266
	Iteration 17Q: 3 clusters Score -1765014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1765013.875000 Penalty: 3202.322266
	Iteration 18Q: 3 clusters Score -1765014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1765014.875000 Penalty: 3202.322266
	Iteration 19Q: 3 clusters Score -1765015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1765015.875000 Penalty: 3202.322266
	Iteration 20F: 3 clusters Score -1765016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1765019.500000 Penalty: 3202.322266
	Iteration 21Q: 3 clusters Score -1765020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1765019.500000 Penalty: 3202.322266
	Iteration 22Q: 3 clusters Score -1765020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1765019.500000 Penalty: 3202.322266
	Iteration 23F: 3 clusters Score -1765020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -436843.625000 Penalty: 1378.456421
	Iteration 0F: 2 clusters Score -436843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -432999.031250 Penalty: 2756.912842
	Iteration 0F: 3 clusters Score -432999 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -434376.156250 Penalty: 2756.912842
	Iteration 1F: 3 clusters Score -434376.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -434820.062500 Penalty: 2756.912842
	Iteration 2F: 3 clusters Score -434820.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -435102.875000 Penalty: 2756.912842
	Iteration 3F: 3 clusters Score -435102.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -435325.125000 Penalty: 2756.912842
	Iteration 4F: 3 clusters Score -435325.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -435502.625000 Penalty: 2756.912842
	Iteration 5Q: 3 clusters Score -435502.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -435666.250000 Penalty: 2756.912842
	Iteration 6Q: 3 clusters Score -435666.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -435836.562500 Penalty: 2756.912842
	Iteration 7Q: 3 clusters Score -435836.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -435985.906250 Penalty: 2756.912842
	Iteration 8Q: 3 clusters Score -435985.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -436125.312500 Penalty: 2756.912842
	Iteration 9Q: 3 clusters Score -436125.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -436280.562500 Penalty: 2756.912842
	Iteration 10Q: 3 clusters Score -436280.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -436416.000000 Penalty: 2756.912842
	Iteration 11Q: 3 clusters Score -436416 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -436552.625000 Penalty: 2756.912842
	Iteration 12Q: 3 clusters Score -436552.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -436721.593750 Penalty: 2756.912842
	Iteration 13Q: 3 clusters Score -436721.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -436904.218750 Penalty: 2756.912842
	Iteration 14Q: 3 clusters Score -436904.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -437023.625000 Penalty: 2756.912842
	Iteration 15Q: 3 clusters Score -437023.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -437110.218750 Penalty: 2756.912842
	Iteration 16Q: 3 clusters Score -437110.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -437171.781250 Penalty: 2756.912842
	Iteration 17Q: 3 clusters Score -437171.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -437215.625000 Penalty: 2756.912842
	Iteration 18Q: 3 clusters Score -437215.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -437234.375000 Penalty: 2756.912842
	Iteration 19Q: 3 clusters Score -437234.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -437243.156250 Penalty: 2756.912842
	Iteration 20F: 3 clusters Score -437243.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -437246.500000 Penalty: 2756.912842
	Iteration 21Q: 3 clusters Score -437246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -437246.906250 Penalty: 2756.912842
	Iteration 22Q: 3 clusters Score -437246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -437246.906250 Penalty: 2756.912842
	Iteration 23F: 3 clusters Score -437246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 34244 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23104 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 3584 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 30901 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12513 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 38719 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 20978 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30165 members 
Mstep: Class 37 contains 24115 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 29671 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31208 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7475 members 
Mstep: Class 46 contains 1247 members 
Entering Unmasked Estep 
Score: -49779316.000000 Penalty: 98713.132812
Splitting cluster 12 changes total score from -49779868.000000 to -49779316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -437164.781250 Penalty: 1374.816772
	Iteration 0F: 2 clusters Score -437164.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -433426.968750 Penalty: 2749.633545
	Iteration 0F: 3 clusters Score -433427 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -434454.406250 Penalty: 2749.633545
	Iteration 1F: 3 clusters Score -434454.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -434621.875000 Penalty: 2749.633545
	Iteration 2F: 3 clusters Score -434621.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -434725.750000 Penalty: 2749.633545
	Iteration 3F: 3 clusters Score -434725.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -434802.781250 Penalty: 2749.633545
	Iteration 4Q: 3 clusters Score -434802.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -434866.968750 Penalty: 2749.633545
	Iteration 5Q: 3 clusters Score -434867 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -434924.750000 Penalty: 2749.633545
	Iteration 6Q: 3 clusters Score -434924.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -434977.812500 Penalty: 2749.633545
	Iteration 7Q: 3 clusters Score -434977.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -435024.843750 Penalty: 2749.633545
	Iteration 8Q: 3 clusters Score -435024.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -435075.562500 Penalty: 2749.633545
	Iteration 9Q: 3 clusters Score -435075.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -435129.468750 Penalty: 2749.633545
	Iteration 10Q: 3 clusters Score -435129.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -435190.968750 Penalty: 2749.633545
	Iteration 11Q: 3 clusters Score -435191 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -435250.562500 Penalty: 2749.633545
	Iteration 12Q: 3 clusters Score -435250.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -435324.125000 Penalty: 2749.633545
	Iteration 13Q: 3 clusters Score -435324.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -435405.593750 Penalty: 2749.633545
	Iteration 14Q: 3 clusters Score -435405.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -435486.250000 Penalty: 2749.633545
	Iteration 15Q: 3 clusters Score -435486.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -435568.093750 Penalty: 2749.633545
	Iteration 16Q: 3 clusters Score -435568.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -435637.281250 Penalty: 2749.633545
	Iteration 17Q: 3 clusters Score -435637.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -435695.843750 Penalty: 2749.633545
	Iteration 18Q: 3 clusters Score -435695.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -435766.468750 Penalty: 2749.633545
	Iteration 19Q: 3 clusters Score -435766.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -435829.156250 Penalty: 2749.633545
	Iteration 20F: 3 clusters Score -435829.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -435889.125000 Penalty: 2749.633545
	Iteration 21Q: 3 clusters Score -435889.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -435932.406250 Penalty: 2749.633545
	Iteration 22Q: 3 clusters Score -435932.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -435983.250000 Penalty: 2749.633545
	Iteration 23Q: 3 clusters Score -435983.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -436022.375000 Penalty: 2749.633545
	Iteration 24Q: 3 clusters Score -436022.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -436067.218750 Penalty: 2749.633545
	Iteration 25Q: 3 clusters Score -436067.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -436117.750000 Penalty: 2749.633545
	Iteration 26Q: 3 clusters Score -436117.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -436153.812500 Penalty: 2749.633545
	Iteration 27Q: 3 clusters Score -436153.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -436177.531250 Penalty: 2749.633545
	Iteration 28Q: 3 clusters Score -436177.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -436189.656250 Penalty: 2749.633545
	Iteration 29Q: 3 clusters Score -436189.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -436193.968750 Penalty: 2749.633545
	Iteration 30Q: 3 clusters Score -436194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -436197.718750 Penalty: 2749.633545
	Iteration 31Q: 3 clusters Score -436197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -436200.375000 Penalty: 2749.633545
	Iteration 32Q: 3 clusters Score -436200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -436202.406250 Penalty: 2749.633545
	Iteration 33Q: 3 clusters Score -436202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -436206.687500 Penalty: 2749.633545
	Iteration 34Q: 3 clusters Score -436206.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -436210.281250 Penalty: 2749.633545
	Iteration 35Q: 3 clusters Score -436210.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -436217.718750 Penalty: 2749.633545
	Iteration 36Q: 3 clusters Score -436217.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -436223.125000 Penalty: 2749.633545
	Iteration 37Q: 3 clusters Score -436223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -436227.500000 Penalty: 2749.633545
	Iteration 38Q: 3 clusters Score -436227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -436230.250000 Penalty: 2749.633545
	Iteration 39Q: 3 clusters Score -436230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -436233.000000 Penalty: 2749.633545
	Iteration 40F: 3 clusters Score -436233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -436234.781250 Penalty: 2749.633545
	Iteration 41Q: 3 clusters Score -436234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -436235.312500 Penalty: 2749.633545
	Iteration 42Q: 3 clusters Score -436235.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -436236.156250 Penalty: 2749.633545
	Iteration 43Q: 3 clusters Score -436236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -436236.218750 Penalty: 2749.633545
	Iteration 44Q: 3 clusters Score -436236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -436236.218750 Penalty: 2749.633545
	Iteration 45F: 3 clusters Score -436236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Entering Unmasked Estep 
Score: -552990.500000 Penalty: 1414.966064
	Iteration 0F: 2 clusters Score -552990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -548365.000000 Penalty: 2829.932129
	Iteration 0F: 3 clusters Score -548365 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -549701.437500 Penalty: 2829.932129
	Iteration 1F: 3 clusters Score -549701.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -549915.750000 Penalty: 2829.932129
	Iteration 2F: 3 clusters Score -549915.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -550069.250000 Penalty: 2829.932129
	Iteration 3Q: 3 clusters Score -550069.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -550183.750000 Penalty: 2829.932129
	Iteration 4Q: 3 clusters Score -550183.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -550275.875000 Penalty: 2829.932129
	Iteration 5Q: 3 clusters Score -550275.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -550371.562500 Penalty: 2829.932129
	Iteration 6Q: 3 clusters Score -550371.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -550489.625000 Penalty: 2829.932129
	Iteration 7Q: 3 clusters Score -550489.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -550626.187500 Penalty: 2829.932129
	Iteration 8Q: 3 clusters Score -550626.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -550779.500000 Penalty: 2829.932129
	Iteration 9Q: 3 clusters Score -550779.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -550939.312500 Penalty: 2829.932129
	Iteration 10Q: 3 clusters Score -550939.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -551071.125000 Penalty: 2829.932129
	Iteration 11Q: 3 clusters Score -551071.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -551178.875000 Penalty: 2829.932129
	Iteration 12Q: 3 clusters Score -551178.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -551256.625000 Penalty: 2829.932129
	Iteration 13Q: 3 clusters Score -551256.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -551308.750000 Penalty: 2829.932129
	Iteration 14Q: 3 clusters Score -551308.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -551345.562500 Penalty: 2829.932129
	Iteration 15Q: 3 clusters Score -551345.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -551377.687500 Penalty: 2829.932129
	Iteration 16Q: 3 clusters Score -551377.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -551402.250000 Penalty: 2829.932129
	Iteration 17Q: 3 clusters Score -551402.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -551420.625000 Penalty: 2829.932129
	Iteration 18Q: 3 clusters Score -551420.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -551436.687500 Penalty: 2829.932129
	Iteration 19Q: 3 clusters Score -551436.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -551448.500000 Penalty: 2829.932129
	Iteration 20F: 3 clusters Score -551448.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -551458.312500 Penalty: 2829.932129
	Iteration 21Q: 3 clusters Score -551458.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -551468.562500 Penalty: 2829.932129
	Iteration 22Q: 3 clusters Score -551468.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -551481.125000 Penalty: 2829.932129
	Iteration 23Q: 3 clusters Score -551481.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -551491.750000 Penalty: 2829.932129
	Iteration 24Q: 3 clusters Score -551491.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -551502.187500 Penalty: 2829.932129
	Iteration 25Q: 3 clusters Score -551502.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -551515.500000 Penalty: 2829.932129
	Iteration 26Q: 3 clusters Score -551515.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -551533.750000 Penalty: 2829.932129
	Iteration 27Q: 3 clusters Score -551533.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -551546.187500 Penalty: 2829.932129
	Iteration 28Q: 3 clusters Score -551546.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -551555.937500 Penalty: 2829.932129
	Iteration 29Q: 3 clusters Score -551555.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -551569.000000 Penalty: 2829.932129
	Iteration 30Q: 3 clusters Score -551569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -551587.000000 Penalty: 2829.932129
	Iteration 31Q: 3 clusters Score -551587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -551610.312500 Penalty: 2829.932129
	Iteration 32Q: 3 clusters Score -551610.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -551646.875000 Penalty: 2829.932129
	Iteration 33Q: 3 clusters Score -551646.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -551698.000000 Penalty: 2829.932129
	Iteration 34Q: 3 clusters Score -551698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -551770.750000 Penalty: 2829.932129
	Iteration 35Q: 3 clusters Score -551770.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -551882.312500 Penalty: 2829.932129
	Iteration 36Q: 3 clusters Score -551882.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -551972.875000 Penalty: 2829.932129
	Iteration 37Q: 3 clusters Score -551972.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -552033.062500 Penalty: 2829.932129
	Iteration 38Q: 3 clusters Score -552033.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -552085.000000 Penalty: 2829.932129
	Iteration 39Q: 3 clusters Score -552085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -552122.437500 Penalty: 2829.932129
	Iteration 40F: 3 clusters Score -552122.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -552149.500000 Penalty: 2829.932129
	Iteration 41Q: 3 clusters Score -552149.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -552172.437500 Penalty: 2829.932129
	Iteration 42Q: 3 clusters Score -552172.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -552189.437500 Penalty: 2829.932129
	Iteration 43Q: 3 clusters Score -552189.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -552205.125000 Penalty: 2829.932129
	Iteration 44Q: 3 clusters Score -552205.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -552217.500000 Penalty: 2829.932129
	Iteration 45Q: 3 clusters Score -552217.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -552232.125000 Penalty: 2829.932129
	Iteration 46Q: 3 clusters Score -552232.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -552248.562500 Penalty: 2829.932129
	Iteration 47Q: 3 clusters Score -552248.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -552259.375000 Penalty: 2829.932129
	Iteration 48Q: 3 clusters Score -552259.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -552270.687500 Penalty: 2829.932129
	Iteration 49Q: 3 clusters Score -552270.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -552283.187500 Penalty: 2829.932129
	Iteration 50Q: 3 clusters Score -552283.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -552296.625000 Penalty: 2829.932129
	Iteration 51Q: 3 clusters Score -552296.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -552311.812500 Penalty: 2829.932129
	Iteration 52Q: 3 clusters Score -552311.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -552326.500000 Penalty: 2829.932129
	Iteration 53Q: 3 clusters Score -552326.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -552338.250000 Penalty: 2829.932129
	Iteration 54Q: 3 clusters Score -552338.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -552345.437500 Penalty: 2829.932129
	Iteration 55Q: 3 clusters Score -552345.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -552352.187500 Penalty: 2829.932129
	Iteration 56Q: 3 clusters Score -552352.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -552357.000000 Penalty: 2829.932129
	Iteration 57Q: 3 clusters Score -552357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -552358.812500 Penalty: 2829.932129
	Iteration 58Q: 3 clusters Score -552358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -552360.437500 Penalty: 2829.932129
	Iteration 59Q: 3 clusters Score -552360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -552363.125000 Penalty: 2829.932129
	Iteration 60F: 3 clusters Score -552363.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -552363.375000 Penalty: 2829.932129
	Iteration 61Q: 3 clusters Score -552363.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -552365.812500 Penalty: 2829.932129
	Iteration 62Q: 3 clusters Score -552365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -552367.437500 Penalty: 2829.932129
	Iteration 63Q: 3 clusters Score -552367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -552368.750000 Penalty: 2829.932129
	Iteration 64Q: 3 clusters Score -552368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -552371.062500 Penalty: 2829.932129
	Iteration 65Q: 3 clusters Score -552371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -552371.312500 Penalty: 2829.932129
	Iteration 66Q: 3 clusters Score -552371.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -552372.187500 Penalty: 2829.932129
	Iteration 67Q: 3 clusters Score -552372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -552372.375000 Penalty: 2829.932129
	Iteration 68Q: 3 clusters Score -552372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -552373.437500 Penalty: 2829.932129
	Iteration 69Q: 3 clusters Score -552373.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -552375.500000 Penalty: 2829.932129
	Iteration 70Q: 3 clusters Score -552375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -552375.562500 Penalty: 2829.932129
	Iteration 71Q: 3 clusters Score -552375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -552376.187500 Penalty: 2829.932129
	Iteration 72Q: 3 clusters Score -552376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -552375.250000 Penalty: 2829.932129
	Iteration 73Q: 3 clusters Score -552375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -552376.125000 Penalty: 2829.932129
	Iteration 74Q: 3 clusters Score -552376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -552377.000000 Penalty: 2829.932129
	Iteration 75Q: 3 clusters Score -552377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -552377.000000 Penalty: 2829.932129
	Iteration 76F: 3 clusters Score -552377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -214016.250000 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -214016.2 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 1169 members 
Entering Unmasked Estep 
Score: -211737.406250 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -211737.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -212349.109375 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -212349.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -212589.265625 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -212589.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -212796.687500 Penalty: 2515.574707
	Iteration 3F: 3 clusters Score -212796.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -213009.093750 Penalty: 2515.574707
	Iteration 4F: 3 clusters Score -213009.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -213216.218750 Penalty: 2515.574707
	Iteration 5F: 3 clusters Score -213216.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -213397.640625 Penalty: 2515.574707
	Iteration 6F: 3 clusters Score -213397.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -213561.718750 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -213561.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -213714.984375 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -213715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -213849.703125 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -213849.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -213891.687500 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -213891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -213904.031250 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -213904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -213905.406250 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -213905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -213905.562500 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -213905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -213906.140625 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -213906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -213906.703125 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -213906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -213907.265625 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -213907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -213907.265625 Penalty: 2515.574707
	Iteration 17F: 3 clusters Score -213907.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Entering Unmasked Estep 
Score: -3906103.250000 Penalty: 1724.991699
	Iteration 0F: 2 clusters Score -3906103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3881908.000000 Penalty: 3449.983398
	Iteration 0F: 3 clusters Score -3881908 nChanged 19163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3892947.250000 Penalty: 3449.983398
	Iteration 1F: 3 clusters Score -3892947 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3894011.500000 Penalty: 3449.983398
	Iteration 2F: 3 clusters Score -3894012 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3895592.500000 Penalty: 3449.983398
	Iteration 3F: 3 clusters Score -3895592 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3897699.500000 Penalty: 3449.983398
	Iteration 4F: 3 clusters Score -3897700 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3900353.750000 Penalty: 3449.983398
	Iteration 5F: 3 clusters Score -3900354 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -3902474.500000 Penalty: 3449.983398
	Iteration 6F: 3 clusters Score -3902474 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -3903290.000000 Penalty: 3449.983398
	Iteration 7F: 3 clusters Score -3903290 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -3903766.750000 Penalty: 3449.983398
	Iteration 8Q: 3 clusters Score -3903767 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -3904094.750000 Penalty: 3449.983398
	Iteration 9Q: 3 clusters Score -3904095 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -3904324.750000 Penalty: 3449.983398
	Iteration 10Q: 3 clusters Score -3904325 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -3904435.250000 Penalty: 3449.983398
	Iteration 11Q: 3 clusters Score -3904435 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -3904489.250000 Penalty: 3449.983398
	Iteration 12Q: 3 clusters Score -3904489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -3904536.000000 Penalty: 3449.983398
	Iteration 13Q: 3 clusters Score -3904536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -3904562.000000 Penalty: 3449.983398
	Iteration 14Q: 3 clusters Score -3904562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -3904583.750000 Penalty: 3449.983398
	Iteration 15Q: 3 clusters Score -3904584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -3904602.250000 Penalty: 3449.983398
	Iteration 16Q: 3 clusters Score -3904602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -3904628.000000 Penalty: 3449.983398
	Iteration 17Q: 3 clusters Score -3904628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -3904644.250000 Penalty: 3449.983398
	Iteration 18Q: 3 clusters Score -3904644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -3904653.250000 Penalty: 3449.983398
	Iteration 19Q: 3 clusters Score -3904653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -3904657.250000 Penalty: 3449.983398
	Iteration 20F: 3 clusters Score -3904657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -3904671.250000 Penalty: 3449.983398
	Iteration 21Q: 3 clusters Score -3904671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -3904678.750000 Penalty: 3449.983398
	Iteration 22Q: 3 clusters Score -3904679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -3904683.000000 Penalty: 3449.983398
	Iteration 23Q: 3 clusters Score -3904683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -3904694.500000 Penalty: 3449.983398
	Iteration 24Q: 3 clusters Score -3904694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -3904696.250000 Penalty: 3449.983398
	Iteration 25Q: 3 clusters Score -3904696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -3904695.750000 Penalty: 3449.983398
	Iteration 26Q: 3 clusters Score -3904696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -3904701.000000 Penalty: 3449.983398
	Iteration 27Q: 3 clusters Score -3904701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -3904700.250000 Penalty: 3449.983398
	Iteration 28Q: 3 clusters Score -3904700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -3904700.250000 Penalty: 3449.983398
	Iteration 29F: 3 clusters Score -3904700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -138863.656250 Penalty: 1193.936157
	Iteration 0F: 2 clusters Score -138863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137090.546875 Penalty: 2387.872314
	Iteration 0F: 3 clusters Score -137090.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -137484.328125 Penalty: 2387.872314
	Iteration 1F: 3 clusters Score -137484.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -137601.312500 Penalty: 2387.872314
	Iteration 2F: 3 clusters Score -137601.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137691.390625 Penalty: 2387.872314
	Iteration 3F: 3 clusters Score -137691.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -137758.359375 Penalty: 2387.872314
	Iteration 4Q: 3 clusters Score -137758.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137796.031250 Penalty: 2387.872314
	Iteration 5Q: 3 clusters Score -137796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137831.234375 Penalty: 2387.872314
	Iteration 6Q: 3 clusters Score -137831.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137881.031250 Penalty: 2387.872314
	Iteration 7Q: 3 clusters Score -137881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137966.140625 Penalty: 2387.872314
	Iteration 8Q: 3 clusters Score -137966.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138053.968750 Penalty: 2387.872314
	Iteration 9Q: 3 clusters Score -138054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138155.531250 Penalty: 2387.872314
	Iteration 10Q: 3 clusters Score -138155.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -138228.078125 Penalty: 2387.872314
	Iteration 11Q: 3 clusters Score -138228.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -138320.062500 Penalty: 2387.872314
	Iteration 12Q: 3 clusters Score -138320.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -138390.828125 Penalty: 2387.872314
	Iteration 13Q: 3 clusters Score -138390.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138434.625000 Penalty: 2387.872314
	Iteration 14Q: 3 clusters Score -138434.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138461.734375 Penalty: 2387.872314
	Iteration 15Q: 3 clusters Score -138461.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138485.812500 Penalty: 2387.872314
	Iteration 16Q: 3 clusters Score -138485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138515.953125 Penalty: 2387.872314
	Iteration 17Q: 3 clusters Score -138516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138552.203125 Penalty: 2387.872314
	Iteration 18Q: 3 clusters Score -138552.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138572.500000 Penalty: 2387.872314
	Iteration 19Q: 3 clusters Score -138572.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -138600.234375 Penalty: 2387.872314
	Iteration 20F: 3 clusters Score -138600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -138635.250000 Penalty: 2387.872314
	Iteration 21Q: 3 clusters Score -138635.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -138670.406250 Penalty: 2387.872314
	Iteration 22Q: 3 clusters Score -138670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -138696.812500 Penalty: 2387.872314
	Iteration 23Q: 3 clusters Score -138696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -138716.734375 Penalty: 2387.872314
	Iteration 24Q: 3 clusters Score -138716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -138724.328125 Penalty: 2387.872314
	Iteration 25Q: 3 clusters Score -138724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -138726.265625 Penalty: 2387.872314
	Iteration 26Q: 3 clusters Score -138726.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -138726.265625 Penalty: 2387.872314
	Iteration 27F: 3 clusters Score -138726.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Entering Unmasked Estep 
Score: -3031190.750000 Penalty: 1680.013428
	Iteration 0F: 2 clusters Score -3031191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3012938.750000 Penalty: 3360.026855
	Iteration 0F: 3 clusters Score -3012939 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3020774.000000 Penalty: 3360.026855
	Iteration 1F: 3 clusters Score -3020774 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3021373.750000 Penalty: 3360.026855
	Iteration 2Q: 3 clusters Score -3021374 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3022205.500000 Penalty: 3360.026855
	Iteration 3F: 3 clusters Score -3022206 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3023189.000000 Penalty: 3360.026855
	Iteration 4F: 3 clusters Score -3023189 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3024347.750000 Penalty: 3360.026855
	Iteration 5F: 3 clusters Score -3024348 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3025736.250000 Penalty: 3360.026855
	Iteration 6F: 3 clusters Score -3025736 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3027401.250000 Penalty: 3360.026855
	Iteration 7F: 3 clusters Score -3027401 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3028693.500000 Penalty: 3360.026855
	Iteration 8F: 3 clusters Score -3028694 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3029355.500000 Penalty: 3360.026855
	Iteration 9Q: 3 clusters Score -3029356 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3029586.250000 Penalty: 3360.026855
	Iteration 10Q: 3 clusters Score -3029586 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3029691.500000 Penalty: 3360.026855
	Iteration 11Q: 3 clusters Score -3029692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -3029737.500000 Penalty: 3360.026855
	Iteration 12Q: 3 clusters Score -3029738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3029757.250000 Penalty: 3360.026855
	Iteration 13Q: 3 clusters Score -3029757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3029758.500000 Penalty: 3360.026855
	Iteration 14Q: 3 clusters Score -3029758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3029766.500000 Penalty: 3360.026855
	Iteration 15Q: 3 clusters Score -3029766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3029771.250000 Penalty: 3360.026855
	Iteration 16Q: 3 clusters Score -3029771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3029776.000000 Penalty: 3360.026855
	Iteration 17Q: 3 clusters Score -3029776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3029776.000000 Penalty: 3360.026855
	Iteration 18F: 3 clusters Score -3029776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -171083.718750 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -171083.7 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 984 members 
Entering Unmasked Estep 
Score: -169090.109375 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -169090.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -169736.562500 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -169736.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -170165.484375 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -170165.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -170685.921875 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -170685.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -171124.281250 Penalty: 2453.280762
	Iteration 4F: 3 clusters Score -171124.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171238.218750 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -171238.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -171261.609375 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -171261.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -171273.000000 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -171273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -171278.281250 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -171278.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171279.875000 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -171279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171279.875000 Penalty: 2453.280762
	Iteration 10F: 3 clusters Score -171279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 34244 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23104 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 30901 members 
Mstep: Class 19 contains 1075 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12513 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 38719 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 20978 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30165 members 
Mstep: Class 37 contains 24115 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 29671 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31208 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7475 members 
Mstep: Class 46 contains 823 members 
Entering Unmasked Estep 
Score: -49778940.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49779868.000000 to -49778940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -501601.718750 Penalty: 1411.928589
	Iteration 0F: 2 clusters Score -501601.7 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 2972 members 
Entering Unmasked Estep 
Score: -497119.625000 Penalty: 2823.857178
	Iteration 0F: 3 clusters Score -497119.6 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -498575.593750 Penalty: 2823.857178
	Iteration 1F: 3 clusters Score -498575.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -499022.781250 Penalty: 2823.857178
	Iteration 2F: 3 clusters Score -499022.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -499385.750000 Penalty: 2823.857178
	Iteration 3F: 3 clusters Score -499385.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -499705.187500 Penalty: 2823.857178
	Iteration 4F: 3 clusters Score -499705.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -499962.968750 Penalty: 2823.857178
	Iteration 5F: 3 clusters Score -499963 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -500151.531250 Penalty: 2823.857178
	Iteration 6Q: 3 clusters Score -500151.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -500266.406250 Penalty: 2823.857178
	Iteration 7Q: 3 clusters Score -500266.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -500331.656250 Penalty: 2823.857178
	Iteration 8Q: 3 clusters Score -500331.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -500373.531250 Penalty: 2823.857178
	Iteration 9Q: 3 clusters Score -500373.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -500406.468750 Penalty: 2823.857178
	Iteration 10Q: 3 clusters Score -500406.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -500430.531250 Penalty: 2823.857178
	Iteration 11Q: 3 clusters Score -500430.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -500449.562500 Penalty: 2823.857178
	Iteration 12Q: 3 clusters Score -500449.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -500466.937500 Penalty: 2823.857178
	Iteration 13Q: 3 clusters Score -500466.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -500483.781250 Penalty: 2823.857178
	Iteration 14Q: 3 clusters Score -500483.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -500500.812500 Penalty: 2823.857178
	Iteration 15Q: 3 clusters Score -500500.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -500516.718750 Penalty: 2823.857178
	Iteration 16Q: 3 clusters Score -500516.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -500530.968750 Penalty: 2823.857178
	Iteration 17Q: 3 clusters Score -500531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -500540.281250 Penalty: 2823.857178
	Iteration 18Q: 3 clusters Score -500540.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -500549.187500 Penalty: 2823.857178
	Iteration 19Q: 3 clusters Score -500549.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -500563.687500 Penalty: 2823.857178
	Iteration 20F: 3 clusters Score -500563.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -500577.125000 Penalty: 2823.857178
	Iteration 21Q: 3 clusters Score -500577.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -500584.468750 Penalty: 2823.857178
	Iteration 22Q: 3 clusters Score -500584.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -500595.906250 Penalty: 2823.857178
	Iteration 23Q: 3 clusters Score -500595.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -500611.187500 Penalty: 2823.857178
	Iteration 24Q: 3 clusters Score -500611.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -500630.687500 Penalty: 2823.857178
	Iteration 25Q: 3 clusters Score -500630.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -500652.375000 Penalty: 2823.857178
	Iteration 26Q: 3 clusters Score -500652.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -500674.875000 Penalty: 2823.857178
	Iteration 27Q: 3 clusters Score -500674.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -500691.843750 Penalty: 2823.857178
	Iteration 28Q: 3 clusters Score -500691.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -500703.812500 Penalty: 2823.857178
	Iteration 29Q: 3 clusters Score -500703.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -500716.968750 Penalty: 2823.857178
	Iteration 30Q: 3 clusters Score -500717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -500723.625000 Penalty: 2823.857178
	Iteration 31Q: 3 clusters Score -500723.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -500731.312500 Penalty: 2823.857178
	Iteration 32Q: 3 clusters Score -500731.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -500738.656250 Penalty: 2823.857178
	Iteration 33Q: 3 clusters Score -500738.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -500745.750000 Penalty: 2823.857178
	Iteration 34Q: 3 clusters Score -500745.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -500758.625000 Penalty: 2823.857178
	Iteration 35Q: 3 clusters Score -500758.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -500774.750000 Penalty: 2823.857178
	Iteration 36Q: 3 clusters Score -500774.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -500790.656250 Penalty: 2823.857178
	Iteration 37Q: 3 clusters Score -500790.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -500808.250000 Penalty: 2823.857178
	Iteration 38Q: 3 clusters Score -500808.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -500825.531250 Penalty: 2823.857178
	Iteration 39Q: 3 clusters Score -500825.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -500845.281250 Penalty: 2823.857178
	Iteration 40F: 3 clusters Score -500845.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -500856.812500 Penalty: 2823.857178
	Iteration 41Q: 3 clusters Score -500856.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -500871.500000 Penalty: 2823.857178
	Iteration 42Q: 3 clusters Score -500871.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -500886.937500 Penalty: 2823.857178
	Iteration 43Q: 3 clusters Score -500886.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -500905.187500 Penalty: 2823.857178
	Iteration 44Q: 3 clusters Score -500905.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -500918.812500 Penalty: 2823.857178
	Iteration 45Q: 3 clusters Score -500918.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -500926.250000 Penalty: 2823.857178
	Iteration 46Q: 3 clusters Score -500926.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -500932.875000 Penalty: 2823.857178
	Iteration 47Q: 3 clusters Score -500932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -500940.593750 Penalty: 2823.857178
	Iteration 48Q: 3 clusters Score -500940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -500944.468750 Penalty: 2823.857178
	Iteration 49Q: 3 clusters Score -500944.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -500950.593750 Penalty: 2823.857178
	Iteration 50Q: 3 clusters Score -500950.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -500958.250000 Penalty: 2823.857178
	Iteration 51Q: 3 clusters Score -500958.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -500966.750000 Penalty: 2823.857178
	Iteration 52Q: 3 clusters Score -500966.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -500975.218750 Penalty: 2823.857178
	Iteration 53Q: 3 clusters Score -500975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -500984.250000 Penalty: 2823.857178
	Iteration 54Q: 3 clusters Score -500984.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -500988.031250 Penalty: 2823.857178
	Iteration 55Q: 3 clusters Score -500988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -500994.031250 Penalty: 2823.857178
	Iteration 56Q: 3 clusters Score -500994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -500999.437500 Penalty: 2823.857178
	Iteration 57Q: 3 clusters Score -500999.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -501006.750000 Penalty: 2823.857178
	Iteration 58Q: 3 clusters Score -501006.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -501011.781250 Penalty: 2823.857178
	Iteration 59Q: 3 clusters Score -501011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -501019.937500 Penalty: 2823.857178
	Iteration 60F: 3 clusters Score -501019.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -501024.468750 Penalty: 2823.857178
	Iteration 61Q: 3 clusters Score -501024.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -501029.968750 Penalty: 2823.857178
	Iteration 62Q: 3 clusters Score -501030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -501032.875000 Penalty: 2823.857178
	Iteration 63Q: 3 clusters Score -501032.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -501034.500000 Penalty: 2823.857178
	Iteration 64Q: 3 clusters Score -501034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -501036.437500 Penalty: 2823.857178
	Iteration 65Q: 3 clusters Score -501036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -501036.687500 Penalty: 2823.857178
	Iteration 66Q: 3 clusters Score -501036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -501037.343750 Penalty: 2823.857178
	Iteration 67Q: 3 clusters Score -501037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -501038.656250 Penalty: 2823.857178
	Iteration 68Q: 3 clusters Score -501038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -501038.656250 Penalty: 2823.857178
	Iteration 69F: 3 clusters Score -501038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -484844.343750 Penalty: 1390.698364
	Iteration 0F: 2 clusters Score -484844.3 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 2557 members 
Entering Unmasked Estep 
Score: -480767.406250 Penalty: 2781.396729
	Iteration 0F: 3 clusters Score -480767.4 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -481878.718750 Penalty: 2781.396729
	Iteration 1F: 3 clusters Score -481878.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -482024.125000 Penalty: 2781.396729
	Iteration 2F: 3 clusters Score -482024.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -482138.031250 Penalty: 2781.396729
	Iteration 3Q: 3 clusters Score -482138 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -482238.875000 Penalty: 2781.396729
	Iteration 4Q: 3 clusters Score -482238.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -482331.718750 Penalty: 2781.396729
	Iteration 5Q: 3 clusters Score -482331.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -482427.531250 Penalty: 2781.396729
	Iteration 6Q: 3 clusters Score -482427.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -482538.750000 Penalty: 2781.396729
	Iteration 7Q: 3 clusters Score -482538.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -482655.468750 Penalty: 2781.396729
	Iteration 8Q: 3 clusters Score -482655.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -482776.687500 Penalty: 2781.396729
	Iteration 9Q: 3 clusters Score -482776.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -482899.750000 Penalty: 2781.396729
	Iteration 10Q: 3 clusters Score -482899.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -483036.312500 Penalty: 2781.396729
	Iteration 11Q: 3 clusters Score -483036.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -483165.562500 Penalty: 2781.396729
	Iteration 12Q: 3 clusters Score -483165.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -483267.125000 Penalty: 2781.396729
	Iteration 13Q: 3 clusters Score -483267.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -483345.656250 Penalty: 2781.396729
	Iteration 14Q: 3 clusters Score -483345.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -483402.562500 Penalty: 2781.396729
	Iteration 15Q: 3 clusters Score -483402.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -483451.906250 Penalty: 2781.396729
	Iteration 16Q: 3 clusters Score -483451.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -483487.812500 Penalty: 2781.396729
	Iteration 17Q: 3 clusters Score -483487.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -483514.062500 Penalty: 2781.396729
	Iteration 18Q: 3 clusters Score -483514.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -483528.000000 Penalty: 2781.396729
	Iteration 19Q: 3 clusters Score -483528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -483543.500000 Penalty: 2781.396729
	Iteration 20F: 3 clusters Score -483543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -483554.281250 Penalty: 2781.396729
	Iteration 21Q: 3 clusters Score -483554.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -483565.000000 Penalty: 2781.396729
	Iteration 22Q: 3 clusters Score -483565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -483572.468750 Penalty: 2781.396729
	Iteration 23Q: 3 clusters Score -483572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -483578.375000 Penalty: 2781.396729
	Iteration 24Q: 3 clusters Score -483578.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -483585.468750 Penalty: 2781.396729
	Iteration 25Q: 3 clusters Score -483585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -483591.468750 Penalty: 2781.396729
	Iteration 26Q: 3 clusters Score -483591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -483597.468750 Penalty: 2781.396729
	Iteration 27Q: 3 clusters Score -483597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -483603.937500 Penalty: 2781.396729
	Iteration 28Q: 3 clusters Score -483603.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -483613.312500 Penalty: 2781.396729
	Iteration 29Q: 3 clusters Score -483613.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -483624.500000 Penalty: 2781.396729
	Iteration 30Q: 3 clusters Score -483624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -483632.812500 Penalty: 2781.396729
	Iteration 31Q: 3 clusters Score -483632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -483638.406250 Penalty: 2781.396729
	Iteration 32Q: 3 clusters Score -483638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -483645.343750 Penalty: 2781.396729
	Iteration 33Q: 3 clusters Score -483645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -483649.312500 Penalty: 2781.396729
	Iteration 34Q: 3 clusters Score -483649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -483648.687500 Penalty: 2781.396729
	Iteration 35Q: 3 clusters Score -483648.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -483648.687500 Penalty: 2781.396729
	Iteration 36F: 3 clusters Score -483648.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -438271.562500 Penalty: 1379.863037
	Iteration 0F: 2 clusters Score -438271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -434377.625000 Penalty: 2759.726074
	Iteration 0F: 3 clusters Score -434377.6 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -435398.062500 Penalty: 2759.726074
	Iteration 1F: 3 clusters Score -435398.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -435608.250000 Penalty: 2759.726074
	Iteration 2F: 3 clusters Score -435608.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -435757.062500 Penalty: 2759.726074
	Iteration 3F: 3 clusters Score -435757.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -435861.187500 Penalty: 2759.726074
	Iteration 4Q: 3 clusters Score -435861.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -435953.375000 Penalty: 2759.726074
	Iteration 5Q: 3 clusters Score -435953.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -436018.437500 Penalty: 2759.726074
	Iteration 6Q: 3 clusters Score -436018.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -436088.656250 Penalty: 2759.726074
	Iteration 7Q: 3 clusters Score -436088.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -436181.687500 Penalty: 2759.726074
	Iteration 8Q: 3 clusters Score -436181.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -436296.593750 Penalty: 2759.726074
	Iteration 9Q: 3 clusters Score -436296.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -436412.875000 Penalty: 2759.726074
	Iteration 10Q: 3 clusters Score -436412.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -436516.468750 Penalty: 2759.726074
	Iteration 11Q: 3 clusters Score -436516.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -436610.718750 Penalty: 2759.726074
	Iteration 12Q: 3 clusters Score -436610.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -436693.062500 Penalty: 2759.726074
	Iteration 13Q: 3 clusters Score -436693.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -436748.468750 Penalty: 2759.726074
	Iteration 14Q: 3 clusters Score -436748.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -436782.343750 Penalty: 2759.726074
	Iteration 15Q: 3 clusters Score -436782.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -436809.250000 Penalty: 2759.726074
	Iteration 16Q: 3 clusters Score -436809.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -436838.250000 Penalty: 2759.726074
	Iteration 17Q: 3 clusters Score -436838.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -436854.156250 Penalty: 2759.726074
	Iteration 18Q: 3 clusters Score -436854.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -436868.750000 Penalty: 2759.726074
	Iteration 19Q: 3 clusters Score -436868.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -436879.343750 Penalty: 2759.726074
	Iteration 20F: 3 clusters Score -436879.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -436892.187500 Penalty: 2759.726074
	Iteration 21Q: 3 clusters Score -436892.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -436901.156250 Penalty: 2759.726074
	Iteration 22Q: 3 clusters Score -436901.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -436915.875000 Penalty: 2759.726074
	Iteration 23Q: 3 clusters Score -436915.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -436925.781250 Penalty: 2759.726074
	Iteration 24Q: 3 clusters Score -436925.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -436937.156250 Penalty: 2759.726074
	Iteration 25Q: 3 clusters Score -436937.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -436948.312500 Penalty: 2759.726074
	Iteration 26Q: 3 clusters Score -436948.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -436959.062500 Penalty: 2759.726074
	Iteration 27Q: 3 clusters Score -436959.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -436966.687500 Penalty: 2759.726074
	Iteration 28Q: 3 clusters Score -436966.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -436976.468750 Penalty: 2759.726074
	Iteration 29Q: 3 clusters Score -436976.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -436983.937500 Penalty: 2759.726074
	Iteration 30Q: 3 clusters Score -436983.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -436988.468750 Penalty: 2759.726074
	Iteration 31Q: 3 clusters Score -436988.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -436996.812500 Penalty: 2759.726074
	Iteration 32Q: 3 clusters Score -436996.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -437003.031250 Penalty: 2759.726074
	Iteration 33Q: 3 clusters Score -437003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -437008.875000 Penalty: 2759.726074
	Iteration 34Q: 3 clusters Score -437008.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -437014.812500 Penalty: 2759.726074
	Iteration 35Q: 3 clusters Score -437014.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -437024.031250 Penalty: 2759.726074
	Iteration 36Q: 3 clusters Score -437024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -437033.718750 Penalty: 2759.726074
	Iteration 37Q: 3 clusters Score -437033.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -437036.750000 Penalty: 2759.726074
	Iteration 38Q: 3 clusters Score -437036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -437037.656250 Penalty: 2759.726074
	Iteration 39Q: 3 clusters Score -437037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -437037.781250 Penalty: 2759.726074
	Iteration 40F: 3 clusters Score -437037.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Entering Unmasked Estep 
Score: -597543.875000 Penalty: 1427.351685
	Iteration 0F: 2 clusters Score -597543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -592622.687500 Penalty: 2854.703369
	Iteration 0F: 3 clusters Score -592622.7 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -594169.437500 Penalty: 2854.703369
	Iteration 1F: 3 clusters Score -594169.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -594471.437500 Penalty: 2854.703369
	Iteration 2F: 3 clusters Score -594471.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -594728.250000 Penalty: 2854.703369
	Iteration 3F: 3 clusters Score -594728.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -594955.687500 Penalty: 2854.703369
	Iteration 4F: 3 clusters Score -594955.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -595155.437500 Penalty: 2854.703369
	Iteration 5Q: 3 clusters Score -595155.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -595357.875000 Penalty: 2854.703369
	Iteration 6Q: 3 clusters Score -595357.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -595514.812500 Penalty: 2854.703369
	Iteration 7Q: 3 clusters Score -595514.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -595652.750000 Penalty: 2854.703369
	Iteration 8Q: 3 clusters Score -595652.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -595740.750000 Penalty: 2854.703369
	Iteration 9Q: 3 clusters Score -595740.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -595808.937500 Penalty: 2854.703369
	Iteration 10Q: 3 clusters Score -595808.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -595877.750000 Penalty: 2854.703369
	Iteration 11Q: 3 clusters Score -595877.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -595940.750000 Penalty: 2854.703369
	Iteration 12Q: 3 clusters Score -595940.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -595994.250000 Penalty: 2854.703369
	Iteration 13Q: 3 clusters Score -595994.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -596044.125000 Penalty: 2854.703369
	Iteration 14Q: 3 clusters Score -596044.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -596088.687500 Penalty: 2854.703369
	Iteration 15Q: 3 clusters Score -596088.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -596142.000000 Penalty: 2854.703369
	Iteration 16Q: 3 clusters Score -596142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -596197.187500 Penalty: 2854.703369
	Iteration 17Q: 3 clusters Score -596197.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -596263.250000 Penalty: 2854.703369
	Iteration 18Q: 3 clusters Score -596263.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -596338.937500 Penalty: 2854.703369
	Iteration 19Q: 3 clusters Score -596338.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -596409.062500 Penalty: 2854.703369
	Iteration 20F: 3 clusters Score -596409.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -596461.875000 Penalty: 2854.703369
	Iteration 21Q: 3 clusters Score -596461.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -596517.187500 Penalty: 2854.703369
	Iteration 22Q: 3 clusters Score -596517.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -596553.937500 Penalty: 2854.703369
	Iteration 23Q: 3 clusters Score -596553.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -596578.062500 Penalty: 2854.703369
	Iteration 24Q: 3 clusters Score -596578.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -596592.750000 Penalty: 2854.703369
	Iteration 25Q: 3 clusters Score -596592.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -596600.937500 Penalty: 2854.703369
	Iteration 26Q: 3 clusters Score -596600.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -596605.750000 Penalty: 2854.703369
	Iteration 27Q: 3 clusters Score -596605.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -596609.750000 Penalty: 2854.703369
	Iteration 28Q: 3 clusters Score -596609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -596614.312500 Penalty: 2854.703369
	Iteration 29Q: 3 clusters Score -596614.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -596615.437500 Penalty: 2854.703369
	Iteration 30Q: 3 clusters Score -596615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -596618.625000 Penalty: 2854.703369
	Iteration 31Q: 3 clusters Score -596618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -596620.812500 Penalty: 2854.703369
	Iteration 32Q: 3 clusters Score -596620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -596623.250000 Penalty: 2854.703369
	Iteration 33Q: 3 clusters Score -596623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -596627.187500 Penalty: 2854.703369
	Iteration 34Q: 3 clusters Score -596627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -596629.562500 Penalty: 2854.703369
	Iteration 35Q: 3 clusters Score -596629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -596630.375000 Penalty: 2854.703369
	Iteration 36Q: 3 clusters Score -596630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -596631.500000 Penalty: 2854.703369
	Iteration 37Q: 3 clusters Score -596631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -596633.375000 Penalty: 2854.703369
	Iteration 38Q: 3 clusters Score -596633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -596632.187500 Penalty: 2854.703369
	Iteration 39Q: 3 clusters Score -596632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -596633.250000 Penalty: 2854.703369
	Iteration 40F: 3 clusters Score -596633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Entering Unmasked Estep 
Score: -1213854.750000 Penalty: 1533.110107
	Iteration 0F: 2 clusters Score -1213855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1205096.125000 Penalty: 3066.220215
	Iteration 0F: 3 clusters Score -1205096 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1208005.375000 Penalty: 3066.220215
	Iteration 1F: 3 clusters Score -1208005 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1208314.000000 Penalty: 3066.220215
	Iteration 2F: 3 clusters Score -1208314 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1208649.625000 Penalty: 3066.220215
	Iteration 3F: 3 clusters Score -1208650 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1209022.750000 Penalty: 3066.220215
	Iteration 4F: 3 clusters Score -1209023 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1209448.625000 Penalty: 3066.220215
	Iteration 5F: 3 clusters Score -1209449 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1209959.625000 Penalty: 3066.220215
	Iteration 6F: 3 clusters Score -1209960 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1210543.125000 Penalty: 3066.220215
	Iteration 7F: 3 clusters Score -1210543 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1211129.500000 Penalty: 3066.220215
	Iteration 8F: 3 clusters Score -1211130 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1211596.875000 Penalty: 3066.220215
	Iteration 9Q: 3 clusters Score -1211597 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1211906.375000 Penalty: 3066.220215
	Iteration 10Q: 3 clusters Score -1211906 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1212077.875000 Penalty: 3066.220215
	Iteration 11Q: 3 clusters Score -1212078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1212172.750000 Penalty: 3066.220215
	Iteration 12Q: 3 clusters Score -1212173 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1212248.625000 Penalty: 3066.220215
	Iteration 13Q: 3 clusters Score -1212249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1212298.375000 Penalty: 3066.220215
	Iteration 14Q: 3 clusters Score -1212298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1212335.625000 Penalty: 3066.220215
	Iteration 15Q: 3 clusters Score -1212336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1212352.625000 Penalty: 3066.220215
	Iteration 16Q: 3 clusters Score -1212353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1212372.250000 Penalty: 3066.220215
	Iteration 17Q: 3 clusters Score -1212372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1212390.750000 Penalty: 3066.220215
	Iteration 18Q: 3 clusters Score -1212391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1212403.250000 Penalty: 3066.220215
	Iteration 19Q: 3 clusters Score -1212403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1212407.875000 Penalty: 3066.220215
	Iteration 20F: 3 clusters Score -1212408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1212411.500000 Penalty: 3066.220215
	Iteration 21Q: 3 clusters Score -1212412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1212420.000000 Penalty: 3066.220215
	Iteration 22Q: 3 clusters Score -1212420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1212428.500000 Penalty: 3066.220215
	Iteration 23Q: 3 clusters Score -1212428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1212427.875000 Penalty: 3066.220215
	Iteration 24Q: 3 clusters Score -1212428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1212429.750000 Penalty: 3066.220215
	Iteration 25Q: 3 clusters Score -1212430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1212434.625000 Penalty: 3066.220215
	Iteration 26Q: 3 clusters Score -1212435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1212438.625000 Penalty: 3066.220215
	Iteration 27Q: 3 clusters Score -1212439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1212443.750000 Penalty: 3066.220215
	Iteration 28Q: 3 clusters Score -1212444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1212445.750000 Penalty: 3066.220215
	Iteration 29Q: 3 clusters Score -1212446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1212451.750000 Penalty: 3066.220215
	Iteration 30Q: 3 clusters Score -1212452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1212462.125000 Penalty: 3066.220215
	Iteration 31Q: 3 clusters Score -1212462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1212465.250000 Penalty: 3066.220215
	Iteration 32Q: 3 clusters Score -1212465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1212470.000000 Penalty: 3066.220215
	Iteration 33Q: 3 clusters Score -1212470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1212473.000000 Penalty: 3066.220215
	Iteration 34Q: 3 clusters Score -1212473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1212474.250000 Penalty: 3066.220215
	Iteration 35Q: 3 clusters Score -1212474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1212477.500000 Penalty: 3066.220215
	Iteration 36Q: 3 clusters Score -1212478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1212477.250000 Penalty: 3066.220215
	Iteration 37Q: 3 clusters Score -1212477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1212477.250000 Penalty: 3066.220215
	Iteration 38F: 3 clusters Score -1212477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -113943.062500 Penalty: 1167.008667
	Iteration 0F: 2 clusters Score -113943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112305.007812 Penalty: 2334.017334
	Iteration 0F: 3 clusters Score -112305 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -112624.625000 Penalty: 2334.017334
	Iteration 1F: 3 clusters Score -112624.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -112731.382812 Penalty: 2334.017334
	Iteration 2F: 3 clusters Score -112731.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -112776.562500 Penalty: 2334.017334
	Iteration 3Q: 3 clusters Score -112776.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -112816.171875 Penalty: 2334.017334
	Iteration 4Q: 3 clusters Score -112816.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112851.640625 Penalty: 2334.017334
	Iteration 5Q: 3 clusters Score -112851.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -112870.726562 Penalty: 2334.017334
	Iteration 6Q: 3 clusters Score -112870.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -112884.484375 Penalty: 2334.017334
	Iteration 7Q: 3 clusters Score -112884.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112892.859375 Penalty: 2334.017334
	Iteration 8Q: 3 clusters Score -112892.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -112902.460938 Penalty: 2334.017334
	Iteration 9Q: 3 clusters Score -112902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -112908.515625 Penalty: 2334.017334
	Iteration 10Q: 3 clusters Score -112908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -112913.695312 Penalty: 2334.017334
	Iteration 11Q: 3 clusters Score -112913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -112919.703125 Penalty: 2334.017334
	Iteration 12Q: 3 clusters Score -112919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -112922.929688 Penalty: 2334.017334
	Iteration 13Q: 3 clusters Score -112922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -112924.742188 Penalty: 2334.017334
	Iteration 14Q: 3 clusters Score -112924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -112925.117188 Penalty: 2334.017334
	Iteration 15Q: 3 clusters Score -112925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -112925.117188 Penalty: 2334.017334
	Iteration 16F: 3 clusters Score -112925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Entering Unmasked Estep 
Score: -3676454.000000 Penalty: 1716.663940
	Iteration 0F: 2 clusters Score -3676454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3652027.750000 Penalty: 3433.327881
	Iteration 0F: 3 clusters Score -3652028 nChanged 17947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3661969.500000 Penalty: 3433.327881
	Iteration 1F: 3 clusters Score -3661970 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3662343.000000 Penalty: 3433.327881
	Iteration 2Q: 3 clusters Score -3662343 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3662663.000000 Penalty: 3433.327881
	Iteration 3Q: 3 clusters Score -3662663 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3662949.500000 Penalty: 3433.327881
	Iteration 4Q: 3 clusters Score -3662950 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3663293.250000 Penalty: 3433.327881
	Iteration 5Q: 3 clusters Score -3663293 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3663666.000000 Penalty: 3433.327881
	Iteration 6Q: 3 clusters Score -3663666 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3664140.000000 Penalty: 3433.327881
	Iteration 7Q: 3 clusters Score -3664140 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3664713.500000 Penalty: 3433.327881
	Iteration 8Q: 3 clusters Score -3664714 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3665388.000000 Penalty: 3433.327881
	Iteration 9Q: 3 clusters Score -3665388 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3666005.000000 Penalty: 3433.327881
	Iteration 10Q: 3 clusters Score -3666005 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3666548.000000 Penalty: 3433.327881
	Iteration 11Q: 3 clusters Score -3666548 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3666983.500000 Penalty: 3433.327881
	Iteration 12Q: 3 clusters Score -3666984 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3667338.000000 Penalty: 3433.327881
	Iteration 13Q: 3 clusters Score -3667338 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3667663.750000 Penalty: 3433.327881
	Iteration 14Q: 3 clusters Score -3667664 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3668000.750000 Penalty: 3433.327881
	Iteration 15Q: 3 clusters Score -3668001 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3668328.250000 Penalty: 3433.327881
	Iteration 16Q: 3 clusters Score -3668328 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3668727.750000 Penalty: 3433.327881
	Iteration 17Q: 3 clusters Score -3668728 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3669182.750000 Penalty: 3433.327881
	Iteration 18Q: 3 clusters Score -3669183 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3669734.250000 Penalty: 3433.327881
	Iteration 19Q: 3 clusters Score -3669734 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3670415.750000 Penalty: 3433.327881
	Iteration 20F: 3 clusters Score -3670416 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3671143.750000 Penalty: 3433.327881
	Iteration 21Q: 3 clusters Score -3671144 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3671916.750000 Penalty: 3433.327881
	Iteration 22Q: 3 clusters Score -3671917 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3672707.750000 Penalty: 3433.327881
	Iteration 23Q: 3 clusters Score -3672708 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -3673453.250000 Penalty: 3433.327881
	Iteration 24Q: 3 clusters Score -3673453 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -3673938.000000 Penalty: 3433.327881
	Iteration 25Q: 3 clusters Score -3673938 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3674337.750000 Penalty: 3433.327881
	Iteration 26Q: 3 clusters Score -3674338 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -3674651.000000 Penalty: 3433.327881
	Iteration 27Q: 3 clusters Score -3674651 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -3674818.250000 Penalty: 3433.327881
	Iteration 28Q: 3 clusters Score -3674818 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -3674914.000000 Penalty: 3433.327881
	Iteration 29Q: 3 clusters Score -3674914 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -3674969.250000 Penalty: 3433.327881
	Iteration 30Q: 3 clusters Score -3674969 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -3675023.750000 Penalty: 3433.327881
	Iteration 31Q: 3 clusters Score -3675024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -3675054.750000 Penalty: 3433.327881
	Iteration 32Q: 3 clusters Score -3675055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -3675087.000000 Penalty: 3433.327881
	Iteration 33Q: 3 clusters Score -3675087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -3675098.250000 Penalty: 3433.327881
	Iteration 34Q: 3 clusters Score -3675098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -3675115.250000 Penalty: 3433.327881
	Iteration 35Q: 3 clusters Score -3675115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -3675118.500000 Penalty: 3433.327881
	Iteration 36Q: 3 clusters Score -3675118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -3675119.750000 Penalty: 3433.327881
	Iteration 37Q: 3 clusters Score -3675120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -3675125.500000 Penalty: 3433.327881
	Iteration 38Q: 3 clusters Score -3675126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -3675126.750000 Penalty: 3433.327881
	Iteration 39Q: 3 clusters Score -3675127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -3675125.500000 Penalty: 3433.327881
	Iteration 40F: 3 clusters Score -3675126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -3675128.750000 Penalty: 3433.327881
	Iteration 41Q: 3 clusters Score -3675129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -3675131.250000 Penalty: 3433.327881
	Iteration 42Q: 3 clusters Score -3675131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -3675131.750000 Penalty: 3433.327881
	Iteration 43Q: 3 clusters Score -3675132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -3675132.250000 Penalty: 3433.327881
	Iteration 44Q: 3 clusters Score -3675132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -3675135.500000 Penalty: 3433.327881
	Iteration 45Q: 3 clusters Score -3675136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -3675131.250000 Penalty: 3433.327881
	Iteration 46Q: 3 clusters Score -3675131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -3675131.250000 Penalty: 3433.327881
	Iteration 47F: 3 clusters Score -3675131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -328996.437500 Penalty: 1332.992432
	Iteration 0F: 2 clusters Score -328996.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -325861.781250 Penalty: 2665.984863
	Iteration 0F: 3 clusters Score -325861.8 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -326660.343750 Penalty: 2665.984863
	Iteration 1F: 3 clusters Score -326660.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -326838.343750 Penalty: 2665.984863
	Iteration 2F: 3 clusters Score -326838.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -326964.343750 Penalty: 2665.984863
	Iteration 3F: 3 clusters Score -326964.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -327062.875000 Penalty: 2665.984863
	Iteration 4Q: 3 clusters Score -327062.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -327135.250000 Penalty: 2665.984863
	Iteration 5Q: 3 clusters Score -327135.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -327199.531250 Penalty: 2665.984863
	Iteration 6Q: 3 clusters Score -327199.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -327278.312500 Penalty: 2665.984863
	Iteration 7Q: 3 clusters Score -327278.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -327387.656250 Penalty: 2665.984863
	Iteration 8Q: 3 clusters Score -327387.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -327516.281250 Penalty: 2665.984863
	Iteration 9Q: 3 clusters Score -327516.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -327632.718750 Penalty: 2665.984863
	Iteration 10Q: 3 clusters Score -327632.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -327761.000000 Penalty: 2665.984863
	Iteration 11Q: 3 clusters Score -327761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -327877.281250 Penalty: 2665.984863
	Iteration 12Q: 3 clusters Score -327877.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -327986.593750 Penalty: 2665.984863
	Iteration 13Q: 3 clusters Score -327986.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -328071.968750 Penalty: 2665.984863
	Iteration 14Q: 3 clusters Score -328072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -328136.125000 Penalty: 2665.984863
	Iteration 15Q: 3 clusters Score -328136.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328184.093750 Penalty: 2665.984863
	Iteration 16Q: 3 clusters Score -328184.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -328217.062500 Penalty: 2665.984863
	Iteration 17Q: 3 clusters Score -328217.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -328254.125000 Penalty: 2665.984863
	Iteration 18Q: 3 clusters Score -328254.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -328285.687500 Penalty: 2665.984863
	Iteration 19Q: 3 clusters Score -328285.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -328317.031250 Penalty: 2665.984863
	Iteration 20F: 3 clusters Score -328317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -328346.500000 Penalty: 2665.984863
	Iteration 21Q: 3 clusters Score -328346.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -328374.031250 Penalty: 2665.984863
	Iteration 22Q: 3 clusters Score -328374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -328394.437500 Penalty: 2665.984863
	Iteration 23Q: 3 clusters Score -328394.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -328405.781250 Penalty: 2665.984863
	Iteration 24Q: 3 clusters Score -328405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -328414.218750 Penalty: 2665.984863
	Iteration 25Q: 3 clusters Score -328414.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -328424.968750 Penalty: 2665.984863
	Iteration 26Q: 3 clusters Score -328425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -328434.687500 Penalty: 2665.984863
	Iteration 27Q: 3 clusters Score -328434.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -328439.656250 Penalty: 2665.984863
	Iteration 28Q: 3 clusters Score -328439.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -328442.687500 Penalty: 2665.984863
	Iteration 29Q: 3 clusters Score -328442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -328445.718750 Penalty: 2665.984863
	Iteration 30Q: 3 clusters Score -328445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -328448.156250 Penalty: 2665.984863
	Iteration 31Q: 3 clusters Score -328448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -328448.906250 Penalty: 2665.984863
	Iteration 32Q: 3 clusters Score -328448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -328449.781250 Penalty: 2665.984863
	Iteration 33Q: 3 clusters Score -328449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -328450.343750 Penalty: 2665.984863
	Iteration 34Q: 3 clusters Score -328450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -328450.000000 Penalty: 2665.984863
	Iteration 35Q: 3 clusters Score -328450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -328451.843750 Penalty: 2665.984863
	Iteration 36Q: 3 clusters Score -328451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -328451.843750 Penalty: 2665.984863
	Iteration 37F: 3 clusters Score -328451.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -175764.796875 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -175764.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -173737.296875 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -173737.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -174219.828125 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -174219.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -174399.125000 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -174399.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -174571.187500 Penalty: 2456.517822
	Iteration 3F: 3 clusters Score -174571.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -174737.281250 Penalty: 2456.517822
	Iteration 4F: 3 clusters Score -174737.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -174896.187500 Penalty: 2456.517822
	Iteration 5F: 3 clusters Score -174896.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -175058.546875 Penalty: 2456.517822
	Iteration 6F: 3 clusters Score -175058.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175221.093750 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -175221.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -175341.609375 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -175341.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -175419.968750 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -175420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175448.406250 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -175448.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175458.218750 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -175458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175460.156250 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -175460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175460.234375 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -175460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175460.234375 Penalty: 2456.517822
	Iteration 14F: 3 clusters Score -175460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -463035.437500 Penalty: 1383.653442
	Iteration 0F: 2 clusters Score -463035.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -459057.406250 Penalty: 2767.306885
	Iteration 0F: 3 clusters Score -459057.4 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -460241.000000 Penalty: 2767.306885
	Iteration 1F: 3 clusters Score -460241 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -460475.250000 Penalty: 2767.306885
	Iteration 2F: 3 clusters Score -460475.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -460710.718750 Penalty: 2767.306885
	Iteration 3F: 3 clusters Score -460710.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -461019.375000 Penalty: 2767.306885
	Iteration 4F: 3 clusters Score -461019.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -461447.062500 Penalty: 2767.306885
	Iteration 5F: 3 clusters Score -461447.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -462032.937500 Penalty: 2767.306885
	Iteration 6F: 3 clusters Score -462032.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -462537.656250 Penalty: 2767.306885
	Iteration 7F: 3 clusters Score -462537.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -462805.125000 Penalty: 2767.306885
	Iteration 8F: 3 clusters Score -462805.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -462920.250000 Penalty: 2767.306885
	Iteration 9Q: 3 clusters Score -462920.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -462968.687500 Penalty: 2767.306885
	Iteration 10Q: 3 clusters Score -462968.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -462993.437500 Penalty: 2767.306885
	Iteration 11Q: 3 clusters Score -462993.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -463006.000000 Penalty: 2767.306885
	Iteration 12Q: 3 clusters Score -463006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -463013.062500 Penalty: 2767.306885
	Iteration 13Q: 3 clusters Score -463013.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -463018.968750 Penalty: 2767.306885
	Iteration 14Q: 3 clusters Score -463019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -463021.906250 Penalty: 2767.306885
	Iteration 15Q: 3 clusters Score -463021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -463022.968750 Penalty: 2767.306885
	Iteration 16Q: 3 clusters Score -463023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -463025.625000 Penalty: 2767.306885
	Iteration 17Q: 3 clusters Score -463025.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -463025.718750 Penalty: 2767.306885
	Iteration 18Q: 3 clusters Score -463025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -463025.781250 Penalty: 2767.306885
	Iteration 19Q: 3 clusters Score -463025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -463026.750000 Penalty: 2767.306885
	Iteration 20F: 3 clusters Score -463026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -463028.156250 Penalty: 2767.306885
	Iteration 21Q: 3 clusters Score -463028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -463027.875000 Penalty: 2767.306885
	Iteration 22Q: 3 clusters Score -463027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -463029.187500 Penalty: 2767.306885
	Iteration 23Q: 3 clusters Score -463029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -463030.062500 Penalty: 2767.306885
	Iteration 24Q: 3 clusters Score -463030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -463029.937500 Penalty: 2767.306885
	Iteration 25Q: 3 clusters Score -463029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -463033.093750 Penalty: 2767.306885
	Iteration 26Q: 3 clusters Score -463033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -463035.718750 Penalty: 2767.306885
	Iteration 27Q: 3 clusters Score -463035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -463039.750000 Penalty: 2767.306885
	Iteration 28Q: 3 clusters Score -463039.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -463044.781250 Penalty: 2767.306885
	Iteration 29Q: 3 clusters Score -463044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -463048.062500 Penalty: 2767.306885
	Iteration 30Q: 3 clusters Score -463048.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -463054.156250 Penalty: 2767.306885
	Iteration 31Q: 3 clusters Score -463054.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -463065.218750 Penalty: 2767.306885
	Iteration 32Q: 3 clusters Score -463065.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -463075.187500 Penalty: 2767.306885
	Iteration 33Q: 3 clusters Score -463075.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -463082.625000 Penalty: 2767.306885
	Iteration 34Q: 3 clusters Score -463082.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -463090.156250 Penalty: 2767.306885
	Iteration 35Q: 3 clusters Score -463090.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -463097.937500 Penalty: 2767.306885
	Iteration 36Q: 3 clusters Score -463097.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -463102.156250 Penalty: 2767.306885
	Iteration 37Q: 3 clusters Score -463102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -463102.937500 Penalty: 2767.306885
	Iteration 38Q: 3 clusters Score -463102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -463106.125000 Penalty: 2767.306885
	Iteration 39Q: 3 clusters Score -463106.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -463110.593750 Penalty: 2767.306885
	Iteration 40F: 3 clusters Score -463110.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -463116.031250 Penalty: 2767.306885
	Iteration 41Q: 3 clusters Score -463116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -463118.718750 Penalty: 2767.306885
	Iteration 42Q: 3 clusters Score -463118.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -463122.656250 Penalty: 2767.306885
	Iteration 43Q: 3 clusters Score -463122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -463124.125000 Penalty: 2767.306885
	Iteration 44Q: 3 clusters Score -463124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -463123.718750 Penalty: 2767.306885
	Iteration 45Q: 3 clusters Score -463123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -463123.281250 Penalty: 2767.306885
	Iteration 46Q: 3 clusters Score -463123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -463123.281250 Penalty: 2767.306885
	Iteration 47F: 3 clusters Score -463123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 34244 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23104 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 30901 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12513 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 38719 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 2682 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 20978 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30165 members 
Mstep: Class 37 contains 24115 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 29671 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31208 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7475 members 
Mstep: Class 46 contains 2306 members 
Entering Unmasked Estep 
Score: -49779068.000000 Penalty: 98713.132812
Splitting cluster 29 changes total score from -49779868.000000 to -49779068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -108061.953125 Penalty: 1160.709473
	Iteration 0F: 2 clusters Score -108062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106433.648438 Penalty: 2321.418945
	Iteration 0F: 3 clusters Score -106433.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -106722.914062 Penalty: 2321.418945
	Iteration 1F: 3 clusters Score -106722.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -106819.320312 Penalty: 2321.418945
	Iteration 2F: 3 clusters Score -106819.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106871.234375 Penalty: 2321.418945
	Iteration 3Q: 3 clusters Score -106871.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106930.117188 Penalty: 2321.418945
	Iteration 4Q: 3 clusters Score -106930.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106983.945312 Penalty: 2321.418945
	Iteration 5Q: 3 clusters Score -106983.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -107046.617188 Penalty: 2321.418945
	Iteration 6Q: 3 clusters Score -107046.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -107105.437500 Penalty: 2321.418945
	Iteration 7Q: 3 clusters Score -107105.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -107156.851562 Penalty: 2321.418945
	Iteration 8Q: 3 clusters Score -107156.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107188.406250 Penalty: 2321.418945
	Iteration 9Q: 3 clusters Score -107188.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107217.171875 Penalty: 2321.418945
	Iteration 10Q: 3 clusters Score -107217.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -107265.546875 Penalty: 2321.418945
	Iteration 11Q: 3 clusters Score -107265.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -107309.421875 Penalty: 2321.418945
	Iteration 12Q: 3 clusters Score -107309.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107337.078125 Penalty: 2321.418945
	Iteration 13Q: 3 clusters Score -107337.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107362.609375 Penalty: 2321.418945
	Iteration 14Q: 3 clusters Score -107362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107381.632812 Penalty: 2321.418945
	Iteration 15Q: 3 clusters Score -107381.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107407.203125 Penalty: 2321.418945
	Iteration 16Q: 3 clusters Score -107407.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107445.843750 Penalty: 2321.418945
	Iteration 17Q: 3 clusters Score -107445.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -107507.320312 Penalty: 2321.418945
	Iteration 18Q: 3 clusters Score -107507.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -107539.546875 Penalty: 2321.418945
	Iteration 19Q: 3 clusters Score -107539.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107556.085938 Penalty: 2321.418945
	Iteration 20F: 3 clusters Score -107556.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -107565.296875 Penalty: 2321.418945
	Iteration 21Q: 3 clusters Score -107565.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107570.359375 Penalty: 2321.418945
	Iteration 22Q: 3 clusters Score -107570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107573.265625 Penalty: 2321.418945
	Iteration 23Q: 3 clusters Score -107573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107575.453125 Penalty: 2321.418945
	Iteration 24Q: 3 clusters Score -107575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107578.507812 Penalty: 2321.418945
	Iteration 25Q: 3 clusters Score -107578.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107579.750000 Penalty: 2321.418945
	Iteration 26Q: 3 clusters Score -107579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107581.898438 Penalty: 2321.418945
	Iteration 27Q: 3 clusters Score -107581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107583.968750 Penalty: 2321.418945
	Iteration 28Q: 3 clusters Score -107584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107585.937500 Penalty: 2321.418945
	Iteration 29Q: 3 clusters Score -107585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107586.484375 Penalty: 2321.418945
	Iteration 30Q: 3 clusters Score -107586.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107586.484375 Penalty: 2321.418945
	Iteration 31F: 3 clusters Score -107586.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -135387.781250 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -135387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133551.203125 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -133551.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133948.125000 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -133948.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134067.031250 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -134067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134145.875000 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -134145.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134206.640625 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -134206.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134259.718750 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -134259.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134311.906250 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -134311.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134350.828125 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -134350.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134387.859375 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -134387.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134416.937500 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -134416.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -134437.953125 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -134438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134455.671875 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -134455.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -134472.015625 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -134472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -134480.796875 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -134480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -134486.265625 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -134486.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134495.375000 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -134495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -134497.156250 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -134497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -134500.281250 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -134500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -134501.531250 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -134501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -134501.531250 Penalty: 2392.859619
	Iteration 19F: 3 clusters Score -134501.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -129136.085938 Penalty: 1201.605103
	Iteration 0F: 2 clusters Score -129136.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -127344.289062 Penalty: 2403.210205
	Iteration 0F: 3 clusters Score -127344.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -127779.585938 Penalty: 2403.210205
	Iteration 1F: 3 clusters Score -127779.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -127910.414062 Penalty: 2403.210205
	Iteration 2F: 3 clusters Score -127910.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128018.109375 Penalty: 2403.210205
	Iteration 3F: 3 clusters Score -128018.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128094.054688 Penalty: 2403.210205
	Iteration 4Q: 3 clusters Score -128094.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128140.585938 Penalty: 2403.210205
	Iteration 5Q: 3 clusters Score -128140.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -128171.656250 Penalty: 2403.210205
	Iteration 6Q: 3 clusters Score -128171.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -128193.437500 Penalty: 2403.210205
	Iteration 7Q: 3 clusters Score -128193.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -128210.867188 Penalty: 2403.210205
	Iteration 8Q: 3 clusters Score -128210.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -128218.554688 Penalty: 2403.210205
	Iteration 9Q: 3 clusters Score -128218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128222.585938 Penalty: 2403.210205
	Iteration 10Q: 3 clusters Score -128222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128225.781250 Penalty: 2403.210205
	Iteration 11Q: 3 clusters Score -128225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -128226.710938 Penalty: 2403.210205
	Iteration 12Q: 3 clusters Score -128226.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -128229.460938 Penalty: 2403.210205
	Iteration 13Q: 3 clusters Score -128229.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -128230.960938 Penalty: 2403.210205
	Iteration 14Q: 3 clusters Score -128231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -128231.953125 Penalty: 2403.210205
	Iteration 15Q: 3 clusters Score -128232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -128233.609375 Penalty: 2403.210205
	Iteration 16Q: 3 clusters Score -128233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -128235.375000 Penalty: 2403.210205
	Iteration 17Q: 3 clusters Score -128235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -128235.937500 Penalty: 2403.210205
	Iteration 18Q: 3 clusters Score -128235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -128235.976562 Penalty: 2403.210205
	Iteration 19Q: 3 clusters Score -128236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128236.203125 Penalty: 2403.210205
	Iteration 20F: 3 clusters Score -128236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -128236.796875 Penalty: 2403.210205
	Iteration 21Q: 3 clusters Score -128236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -128237.023438 Penalty: 2403.210205
	Iteration 22Q: 3 clusters Score -128237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -128237.023438 Penalty: 2403.210205
	Iteration 23F: 3 clusters Score -128237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Entering Unmasked Estep 
Score: -2058466.000000 Penalty: 1617.074707
	Iteration 0F: 2 clusters Score -2058466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2044344.375000 Penalty: 3234.149414
	Iteration 0F: 3 clusters Score -2044344 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2049556.625000 Penalty: 3234.149414
	Iteration 1F: 3 clusters Score -2049557 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2050008.875000 Penalty: 3234.149414
	Iteration 2F: 3 clusters Score -2050009 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2050499.500000 Penalty: 3234.149414
	Iteration 3Q: 3 clusters Score -2050500 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2051066.750000 Penalty: 3234.149414
	Iteration 4F: 3 clusters Score -2051067 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2051735.000000 Penalty: 3234.149414
	Iteration 5F: 3 clusters Score -2051735 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2052554.875000 Penalty: 3234.149414
	Iteration 6F: 3 clusters Score -2052555 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2053442.000000 Penalty: 3234.149414
	Iteration 7F: 3 clusters Score -2053442 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2054192.250000 Penalty: 3234.149414
	Iteration 8F: 3 clusters Score -2054192 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2054729.000000 Penalty: 3234.149414
	Iteration 9Q: 3 clusters Score -2054729 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2055045.625000 Penalty: 3234.149414
	Iteration 10Q: 3 clusters Score -2055046 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2055245.125000 Penalty: 3234.149414
	Iteration 11Q: 3 clusters Score -2055245 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2055371.125000 Penalty: 3234.149414
	Iteration 12Q: 3 clusters Score -2055371 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2055454.750000 Penalty: 3234.149414
	Iteration 13Q: 3 clusters Score -2055455 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2055517.375000 Penalty: 3234.149414
	Iteration 14Q: 3 clusters Score -2055517 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2055573.500000 Penalty: 3234.149414
	Iteration 15Q: 3 clusters Score -2055574 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2055636.750000 Penalty: 3234.149414
	Iteration 16Q: 3 clusters Score -2055637 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2055700.250000 Penalty: 3234.149414
	Iteration 17Q: 3 clusters Score -2055700 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2055761.875000 Penalty: 3234.149414
	Iteration 18Q: 3 clusters Score -2055762 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2055832.750000 Penalty: 3234.149414
	Iteration 19Q: 3 clusters Score -2055833 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2055931.625000 Penalty: 3234.149414
	Iteration 20F: 3 clusters Score -2055932 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2056035.125000 Penalty: 3234.149414
	Iteration 21Q: 3 clusters Score -2056035 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2056145.750000 Penalty: 3234.149414
	Iteration 22Q: 3 clusters Score -2056146 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2056257.375000 Penalty: 3234.149414
	Iteration 23Q: 3 clusters Score -2056257 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2056348.375000 Penalty: 3234.149414
	Iteration 24Q: 3 clusters Score -2056348 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2056412.500000 Penalty: 3234.149414
	Iteration 25Q: 3 clusters Score -2056412 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2056464.500000 Penalty: 3234.149414
	Iteration 26Q: 3 clusters Score -2056464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2056514.875000 Penalty: 3234.149414
	Iteration 27Q: 3 clusters Score -2056515 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2056554.875000 Penalty: 3234.149414
	Iteration 28Q: 3 clusters Score -2056555 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2056597.500000 Penalty: 3234.149414
	Iteration 29Q: 3 clusters Score -2056598 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2056642.500000 Penalty: 3234.149414
	Iteration 30Q: 3 clusters Score -2056642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2056683.625000 Penalty: 3234.149414
	Iteration 31Q: 3 clusters Score -2056684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2056728.625000 Penalty: 3234.149414
	Iteration 32Q: 3 clusters Score -2056729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2056769.000000 Penalty: 3234.149414
	Iteration 33Q: 3 clusters Score -2056769 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2056803.250000 Penalty: 3234.149414
	Iteration 34Q: 3 clusters Score -2056803 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2056830.375000 Penalty: 3234.149414
	Iteration 35Q: 3 clusters Score -2056830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2056858.500000 Penalty: 3234.149414
	Iteration 36Q: 3 clusters Score -2056858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2056900.125000 Penalty: 3234.149414
	Iteration 37Q: 3 clusters Score -2056900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2056932.625000 Penalty: 3234.149414
	Iteration 38Q: 3 clusters Score -2056933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2056958.000000 Penalty: 3234.149414
	Iteration 39Q: 3 clusters Score -2056958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2056982.250000 Penalty: 3234.149414
	Iteration 40F: 3 clusters Score -2056982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2057011.000000 Penalty: 3234.149414
	Iteration 41Q: 3 clusters Score -2057011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2057035.500000 Penalty: 3234.149414
	Iteration 42Q: 3 clusters Score -2057036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2057062.125000 Penalty: 3234.149414
	Iteration 43Q: 3 clusters Score -2057062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2057079.750000 Penalty: 3234.149414
	Iteration 44Q: 3 clusters Score -2057080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2057095.625000 Penalty: 3234.149414
	Iteration 45Q: 3 clusters Score -2057096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2057110.750000 Penalty: 3234.149414
	Iteration 46Q: 3 clusters Score -2057111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2057130.625000 Penalty: 3234.149414
	Iteration 47Q: 3 clusters Score -2057131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2057139.750000 Penalty: 3234.149414
	Iteration 48Q: 3 clusters Score -2057140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2057143.500000 Penalty: 3234.149414
	Iteration 49Q: 3 clusters Score -2057144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2057148.125000 Penalty: 3234.149414
	Iteration 50Q: 3 clusters Score -2057148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2057151.125000 Penalty: 3234.149414
	Iteration 51Q: 3 clusters Score -2057151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2057154.875000 Penalty: 3234.149414
	Iteration 52Q: 3 clusters Score -2057155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2057154.875000 Penalty: 3234.149414
	Iteration 53Q: 3 clusters Score -2057155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2057160.625000 Penalty: 3234.149414
	Iteration 54Q: 3 clusters Score -2057161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2057159.750000 Penalty: 3234.149414
	Iteration 55Q: 3 clusters Score -2057160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2057164.750000 Penalty: 3234.149414
	Iteration 56Q: 3 clusters Score -2057165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2057166.250000 Penalty: 3234.149414
	Iteration 57Q: 3 clusters Score -2057166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2057171.625000 Penalty: 3234.149414
	Iteration 58Q: 3 clusters Score -2057172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2057172.625000 Penalty: 3234.149414
	Iteration 59Q: 3 clusters Score -2057173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2057171.750000 Penalty: 3234.149414
	Iteration 60F: 3 clusters Score -2057172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2057177.000000 Penalty: 3234.149414
	Iteration 61Q: 3 clusters Score -2057177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2057178.125000 Penalty: 3234.149414
	Iteration 62Q: 3 clusters Score -2057178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2057181.000000 Penalty: 3234.149414
	Iteration 63Q: 3 clusters Score -2057181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2057181.125000 Penalty: 3234.149414
	Iteration 64Q: 3 clusters Score -2057181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2057180.750000 Penalty: 3234.149414
	Iteration 65Q: 3 clusters Score -2057181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2057179.500000 Penalty: 3234.149414
	Iteration 66Q: 3 clusters Score -2057180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2057180.500000 Penalty: 3234.149414
	Iteration 67Q: 3 clusters Score -2057180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2057181.500000 Penalty: 3234.149414
	Iteration 68Q: 3 clusters Score -2057182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2057183.000000 Penalty: 3234.149414
	Iteration 69Q: 3 clusters Score -2057183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2057186.250000 Penalty: 3234.149414
	Iteration 70Q: 3 clusters Score -2057186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2057186.250000 Penalty: 3234.149414
	Iteration 71F: 3 clusters Score -2057186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -59017.308594 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -59017.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57815.378906 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -57815.38 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58046.425781 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -58046.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58124.257812 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -58124.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58170.039062 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -58170.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58222.121094 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -58222.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58262.914062 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -58262.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58308.648438 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -58308.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58343.128906 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -58343.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58375.816406 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -58375.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -58413.597656 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -58413.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58465.476562 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -58465.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58506.253906 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -58506.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -58551.359375 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -58551.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58614.761719 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -58614.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58691.839844 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -58691.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58764.074219 Penalty: 2123.953369
	Iteration 15Q: 3 clusters Score -58764.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58800.769531 Penalty: 2123.953369
	Iteration 16Q: 3 clusters Score -58800.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58815.695312 Penalty: 2123.953369
	Iteration 17Q: 3 clusters Score -58815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58829.468750 Penalty: 2123.953369
	Iteration 18Q: 3 clusters Score -58829.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58833.324219 Penalty: 2123.953369
	Iteration 19Q: 3 clusters Score -58833.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58833.324219 Penalty: 2123.953369
	Iteration 20F: 3 clusters Score -58833.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -140906.203125 Penalty: 1218.746216
	Iteration 0F: 2 clusters Score -140906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -138949.750000 Penalty: 2437.492432
	Iteration 0F: 3 clusters Score -138949.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -139451.546875 Penalty: 2437.492432
	Iteration 1F: 3 clusters Score -139451.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139680.093750 Penalty: 2437.492432
	Iteration 2F: 3 clusters Score -139680.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -139856.734375 Penalty: 2437.492432
	Iteration 3F: 3 clusters Score -139856.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -139986.859375 Penalty: 2437.492432
	Iteration 4F: 3 clusters Score -139986.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -140123.796875 Penalty: 2437.492432
	Iteration 5F: 3 clusters Score -140123.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -140217.187500 Penalty: 2437.492432
	Iteration 6Q: 3 clusters Score -140217.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -140292.015625 Penalty: 2437.492432
	Iteration 7Q: 3 clusters Score -140292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -140375.578125 Penalty: 2437.492432
	Iteration 8Q: 3 clusters Score -140375.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -140425.468750 Penalty: 2437.492432
	Iteration 9Q: 3 clusters Score -140425.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -140456.484375 Penalty: 2437.492432
	Iteration 10Q: 3 clusters Score -140456.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -140485.453125 Penalty: 2437.492432
	Iteration 11Q: 3 clusters Score -140485.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -140514.968750 Penalty: 2437.492432
	Iteration 12Q: 3 clusters Score -140515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -140536.203125 Penalty: 2437.492432
	Iteration 13Q: 3 clusters Score -140536.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140565.203125 Penalty: 2437.492432
	Iteration 14Q: 3 clusters Score -140565.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -140601.234375 Penalty: 2437.492432
	Iteration 15Q: 3 clusters Score -140601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -140631.468750 Penalty: 2437.492432
	Iteration 16Q: 3 clusters Score -140631.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -140652.875000 Penalty: 2437.492432
	Iteration 17Q: 3 clusters Score -140652.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -140669.609375 Penalty: 2437.492432
	Iteration 18Q: 3 clusters Score -140669.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -140684.890625 Penalty: 2437.492432
	Iteration 19Q: 3 clusters Score -140684.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -140699.359375 Penalty: 2437.492432
	Iteration 20F: 3 clusters Score -140699.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -140718.171875 Penalty: 2437.492432
	Iteration 21Q: 3 clusters Score -140718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140743.531250 Penalty: 2437.492432
	Iteration 22Q: 3 clusters Score -140743.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -140765.187500 Penalty: 2437.492432
	Iteration 23Q: 3 clusters Score -140765.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -140784.250000 Penalty: 2437.492432
	Iteration 24Q: 3 clusters Score -140784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -140791.609375 Penalty: 2437.492432
	Iteration 25Q: 3 clusters Score -140791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140797.281250 Penalty: 2437.492432
	Iteration 26Q: 3 clusters Score -140797.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140798.890625 Penalty: 2437.492432
	Iteration 27Q: 3 clusters Score -140798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140800.281250 Penalty: 2437.492432
	Iteration 28Q: 3 clusters Score -140800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140802.265625 Penalty: 2437.492432
	Iteration 29Q: 3 clusters Score -140802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -140802.609375 Penalty: 2437.492432
	Iteration 30Q: 3 clusters Score -140802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140803.375000 Penalty: 2437.492432
	Iteration 31Q: 3 clusters Score -140803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140805.765625 Penalty: 2437.492432
	Iteration 32Q: 3 clusters Score -140805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -140808.437500 Penalty: 2437.492432
	Iteration 33Q: 3 clusters Score -140808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140810.468750 Penalty: 2437.492432
	Iteration 34Q: 3 clusters Score -140810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140810.468750 Penalty: 2437.492432
	Iteration 35F: 3 clusters Score -140810.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Entering Unmasked Estep 
Score: -2901674.500000 Penalty: 1676.096191
	Iteration 0F: 2 clusters Score -2901674 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 15210 members 
Entering Unmasked Estep 
Score: -2881316.250000 Penalty: 3352.192383
	Iteration 0F: 3 clusters Score -2881316 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2889249.000000 Penalty: 3352.192383
	Iteration 1F: 3 clusters Score -2889249 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2889920.500000 Penalty: 3352.192383
	Iteration 2F: 3 clusters Score -2889920 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2890863.500000 Penalty: 3352.192383
	Iteration 3F: 3 clusters Score -2890864 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2892095.500000 Penalty: 3352.192383
	Iteration 4F: 3 clusters Score -2892096 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2893628.000000 Penalty: 3352.192383
	Iteration 5F: 3 clusters Score -2893628 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2895094.500000 Penalty: 3352.192383
	Iteration 6F: 3 clusters Score -2895094 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2896347.000000 Penalty: 3352.192383
	Iteration 7F: 3 clusters Score -2896347 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2897321.500000 Penalty: 3352.192383
	Iteration 8Q: 3 clusters Score -2897322 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -2898051.750000 Penalty: 3352.192383
	Iteration 9Q: 3 clusters Score -2898052 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2898633.000000 Penalty: 3352.192383
	Iteration 10Q: 3 clusters Score -2898633 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2899129.000000 Penalty: 3352.192383
	Iteration 11Q: 3 clusters Score -2899129 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -2899542.750000 Penalty: 3352.192383
	Iteration 12Q: 3 clusters Score -2899543 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -2899798.000000 Penalty: 3352.192383
	Iteration 13Q: 3 clusters Score -2899798 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2900011.000000 Penalty: 3352.192383
	Iteration 14Q: 3 clusters Score -2900011 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2900129.250000 Penalty: 3352.192383
	Iteration 15Q: 3 clusters Score -2900129 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -2900241.500000 Penalty: 3352.192383
	Iteration 16Q: 3 clusters Score -2900242 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -2900317.750000 Penalty: 3352.192383
	Iteration 17Q: 3 clusters Score -2900318 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -2900383.250000 Penalty: 3352.192383
	Iteration 18Q: 3 clusters Score -2900383 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -2900429.000000 Penalty: 3352.192383
	Iteration 19Q: 3 clusters Score -2900429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -2900476.500000 Penalty: 3352.192383
	Iteration 20F: 3 clusters Score -2900476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -2900510.250000 Penalty: 3352.192383
	Iteration 21Q: 3 clusters Score -2900510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2900534.250000 Penalty: 3352.192383
	Iteration 22Q: 3 clusters Score -2900534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -2900554.750000 Penalty: 3352.192383
	Iteration 23Q: 3 clusters Score -2900555 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -2900569.000000 Penalty: 3352.192383
	Iteration 24Q: 3 clusters Score -2900569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -2900584.750000 Penalty: 3352.192383
	Iteration 25Q: 3 clusters Score -2900585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -2900602.500000 Penalty: 3352.192383
	Iteration 26Q: 3 clusters Score -2900602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -2900615.750000 Penalty: 3352.192383
	Iteration 27Q: 3 clusters Score -2900616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -2900618.750000 Penalty: 3352.192383
	Iteration 28Q: 3 clusters Score -2900619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -2900629.750000 Penalty: 3352.192383
	Iteration 29Q: 3 clusters Score -2900630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -2900639.000000 Penalty: 3352.192383
	Iteration 30Q: 3 clusters Score -2900639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -2900651.750000 Penalty: 3352.192383
	Iteration 31Q: 3 clusters Score -2900652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -2900661.750000 Penalty: 3352.192383
	Iteration 32Q: 3 clusters Score -2900662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -2900669.000000 Penalty: 3352.192383
	Iteration 33Q: 3 clusters Score -2900669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -2900678.000000 Penalty: 3352.192383
	Iteration 34Q: 3 clusters Score -2900678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -2900684.250000 Penalty: 3352.192383
	Iteration 35Q: 3 clusters Score -2900684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -2900699.250000 Penalty: 3352.192383
	Iteration 36Q: 3 clusters Score -2900699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -2900711.750000 Penalty: 3352.192383
	Iteration 37Q: 3 clusters Score -2900712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -2900722.250000 Penalty: 3352.192383
	Iteration 38Q: 3 clusters Score -2900722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -2900729.750000 Penalty: 3352.192383
	Iteration 39Q: 3 clusters Score -2900730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -2900744.000000 Penalty: 3352.192383
	Iteration 40F: 3 clusters Score -2900744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -2900751.750000 Penalty: 3352.192383
	Iteration 41Q: 3 clusters Score -2900752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -2900760.250000 Penalty: 3352.192383
	Iteration 42Q: 3 clusters Score -2900760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -2900767.750000 Penalty: 3352.192383
	Iteration 43Q: 3 clusters Score -2900768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -2900778.000000 Penalty: 3352.192383
	Iteration 44Q: 3 clusters Score -2900778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -2900797.750000 Penalty: 3352.192383
	Iteration 45Q: 3 clusters Score -2900798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -2900816.250000 Penalty: 3352.192383
	Iteration 46Q: 3 clusters Score -2900816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -2900825.250000 Penalty: 3352.192383
	Iteration 47Q: 3 clusters Score -2900825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -2900841.000000 Penalty: 3352.192383
	Iteration 48Q: 3 clusters Score -2900841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -2900854.500000 Penalty: 3352.192383
	Iteration 49Q: 3 clusters Score -2900854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -2900862.000000 Penalty: 3352.192383
	Iteration 50Q: 3 clusters Score -2900862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -2900870.750000 Penalty: 3352.192383
	Iteration 51Q: 3 clusters Score -2900871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -2900881.500000 Penalty: 3352.192383
	Iteration 52Q: 3 clusters Score -2900882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -2900894.250000 Penalty: 3352.192383
	Iteration 53Q: 3 clusters Score -2900894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -2900908.500000 Penalty: 3352.192383
	Iteration 54Q: 3 clusters Score -2900908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -2900916.250000 Penalty: 3352.192383
	Iteration 55Q: 3 clusters Score -2900916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -2900930.000000 Penalty: 3352.192383
	Iteration 56Q: 3 clusters Score -2900930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2900936.500000 Penalty: 3352.192383
	Iteration 57Q: 3 clusters Score -2900936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -2900950.500000 Penalty: 3352.192383
	Iteration 58Q: 3 clusters Score -2900950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2900965.750000 Penalty: 3352.192383
	Iteration 59Q: 3 clusters Score -2900966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -2900978.500000 Penalty: 3352.192383
	Iteration 60F: 3 clusters Score -2900978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -2900984.750000 Penalty: 3352.192383
	Iteration 61Q: 3 clusters Score -2900985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -2900992.500000 Penalty: 3352.192383
	Iteration 62Q: 3 clusters Score -2900992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2901003.750000 Penalty: 3352.192383
	Iteration 63Q: 3 clusters Score -2901004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -2901013.250000 Penalty: 3352.192383
	Iteration 64Q: 3 clusters Score -2901013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -2901025.000000 Penalty: 3352.192383
	Iteration 65Q: 3 clusters Score -2901025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -2901029.000000 Penalty: 3352.192383
	Iteration 66Q: 3 clusters Score -2901029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -2901040.500000 Penalty: 3352.192383
	Iteration 67Q: 3 clusters Score -2901040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -2901042.250000 Penalty: 3352.192383
	Iteration 68Q: 3 clusters Score -2901042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -2901043.500000 Penalty: 3352.192383
	Iteration 69Q: 3 clusters Score -2901044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -2901050.000000 Penalty: 3352.192383
	Iteration 70Q: 3 clusters Score -2901050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -2901052.500000 Penalty: 3352.192383
	Iteration 71Q: 3 clusters Score -2901052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2901050.750000 Penalty: 3352.192383
	Iteration 72Q: 3 clusters Score -2901051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -2901054.250000 Penalty: 3352.192383
	Iteration 73Q: 3 clusters Score -2901054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -2901058.000000 Penalty: 3352.192383
	Iteration 74Q: 3 clusters Score -2901058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -2901058.500000 Penalty: 3352.192383
	Iteration 75Q: 3 clusters Score -2901058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -2901063.250000 Penalty: 3352.192383
	Iteration 76Q: 3 clusters Score -2901063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2901060.250000 Penalty: 3352.192383
	Iteration 77Q: 3 clusters Score -2901060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -2901059.500000 Penalty: 3352.192383
	Iteration 78Q: 3 clusters Score -2901060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -2901064.250000 Penalty: 3352.192383
	Iteration 79Q: 3 clusters Score -2901064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -2901067.500000 Penalty: 3352.192383
	Iteration 80F: 3 clusters Score -2901068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -2901074.250000 Penalty: 3352.192383
	Iteration 81Q: 3 clusters Score -2901074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2901075.750000 Penalty: 3352.192383
	Iteration 82Q: 3 clusters Score -2901076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2901088.250000 Penalty: 3352.192383
	Iteration 83Q: 3 clusters Score -2901088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -2901081.500000 Penalty: 3352.192383
	Iteration 84Q: 3 clusters Score -2901082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -2901087.500000 Penalty: 3352.192383
	Iteration 85Q: 3 clusters Score -2901088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -2901085.250000 Penalty: 3352.192383
	Iteration 86Q: 3 clusters Score -2901085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -2901087.250000 Penalty: 3352.192383
	Iteration 87Q: 3 clusters Score -2901087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -2901099.000000 Penalty: 3352.192383
	Iteration 88Q: 3 clusters Score -2901099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2901100.500000 Penalty: 3352.192383
	Iteration 89Q: 3 clusters Score -2901100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2901099.000000 Penalty: 3352.192383
	Iteration 90Q: 3 clusters Score -2901099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2901101.250000 Penalty: 3352.192383
	Iteration 91Q: 3 clusters Score -2901101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -2901103.500000 Penalty: 3352.192383
	Iteration 92Q: 3 clusters Score -2901104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2901099.500000 Penalty: 3352.192383
	Iteration 93Q: 3 clusters Score -2901100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -2901102.500000 Penalty: 3352.192383
	Iteration 94Q: 3 clusters Score -2901102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2901099.000000 Penalty: 3352.192383
	Iteration 95Q: 3 clusters Score -2901099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -2901105.750000 Penalty: 3352.192383
	Iteration 96Q: 3 clusters Score -2901106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -2901106.500000 Penalty: 3352.192383
	Iteration 97Q: 3 clusters Score -2901106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2901109.250000 Penalty: 3352.192383
	Iteration 98Q: 3 clusters Score -2901109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -2901114.500000 Penalty: 3352.192383
	Iteration 99Q: 3 clusters Score -2901114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -2901110.500000 Penalty: 3352.192383
	Iteration 100F: 3 clusters Score -2901110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2901114.000000 Penalty: 3352.192383
	Iteration 101Q: 3 clusters Score -2901114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -2901115.250000 Penalty: 3352.192383
	Iteration 102Q: 3 clusters Score -2901115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2901113.500000 Penalty: 3352.192383
	Iteration 103Q: 3 clusters Score -2901114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -2901107.250000 Penalty: 3352.192383
	Iteration 104Q: 3 clusters Score -2901107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2901110.500000 Penalty: 3352.192383
	Iteration 105Q: 3 clusters Score -2901110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2901110.500000 Penalty: 3352.192383
	Iteration 106F: 3 clusters Score -2901110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Entering Unmasked Estep 
Score: -2249244.000000 Penalty: 1639.720825
	Iteration 0F: 2 clusters Score -2249244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2232845.500000 Penalty: 3279.441650
	Iteration 0F: 3 clusters Score -2232846 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2238754.500000 Penalty: 3279.441650
	Iteration 1F: 3 clusters Score -2238754 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2239075.500000 Penalty: 3279.441650
	Iteration 2Q: 3 clusters Score -2239076 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2239375.500000 Penalty: 3279.441650
	Iteration 3Q: 3 clusters Score -2239376 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2239694.500000 Penalty: 3279.441650
	Iteration 4Q: 3 clusters Score -2239694 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2239981.750000 Penalty: 3279.441650
	Iteration 5Q: 3 clusters Score -2239982 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2240338.750000 Penalty: 3279.441650
	Iteration 6Q: 3 clusters Score -2240339 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2240745.750000 Penalty: 3279.441650
	Iteration 7Q: 3 clusters Score -2240746 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2241207.750000 Penalty: 3279.441650
	Iteration 8Q: 3 clusters Score -2241208 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2241712.500000 Penalty: 3279.441650
	Iteration 9Q: 3 clusters Score -2241712 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2242304.250000 Penalty: 3279.441650
	Iteration 10Q: 3 clusters Score -2242304 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2242990.000000 Penalty: 3279.441650
	Iteration 11Q: 3 clusters Score -2242990 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2243717.750000 Penalty: 3279.441650
	Iteration 12Q: 3 clusters Score -2243718 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2244425.000000 Penalty: 3279.441650
	Iteration 13Q: 3 clusters Score -2244425 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2245034.500000 Penalty: 3279.441650
	Iteration 14Q: 3 clusters Score -2245034 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2245555.000000 Penalty: 3279.441650
	Iteration 15Q: 3 clusters Score -2245555 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2246110.500000 Penalty: 3279.441650
	Iteration 16Q: 3 clusters Score -2246110 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2246591.000000 Penalty: 3279.441650
	Iteration 17Q: 3 clusters Score -2246591 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2246951.250000 Penalty: 3279.441650
	Iteration 18Q: 3 clusters Score -2246951 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2247232.750000 Penalty: 3279.441650
	Iteration 19Q: 3 clusters Score -2247233 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2247438.500000 Penalty: 3279.441650
	Iteration 20F: 3 clusters Score -2247438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2247605.500000 Penalty: 3279.441650
	Iteration 21Q: 3 clusters Score -2247606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2247686.250000 Penalty: 3279.441650
	Iteration 22Q: 3 clusters Score -2247686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2247741.250000 Penalty: 3279.441650
	Iteration 23Q: 3 clusters Score -2247741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2247777.750000 Penalty: 3279.441650
	Iteration 24Q: 3 clusters Score -2247778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2247805.000000 Penalty: 3279.441650
	Iteration 25Q: 3 clusters Score -2247805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2247825.250000 Penalty: 3279.441650
	Iteration 26Q: 3 clusters Score -2247825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2247837.500000 Penalty: 3279.441650
	Iteration 27Q: 3 clusters Score -2247838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2247852.250000 Penalty: 3279.441650
	Iteration 28Q: 3 clusters Score -2247852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2247865.500000 Penalty: 3279.441650
	Iteration 29Q: 3 clusters Score -2247866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2247867.750000 Penalty: 3279.441650
	Iteration 30Q: 3 clusters Score -2247868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2247876.250000 Penalty: 3279.441650
	Iteration 31Q: 3 clusters Score -2247876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2247880.500000 Penalty: 3279.441650
	Iteration 32Q: 3 clusters Score -2247880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2247881.500000 Penalty: 3279.441650
	Iteration 33Q: 3 clusters Score -2247882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2247884.250000 Penalty: 3279.441650
	Iteration 34Q: 3 clusters Score -2247884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2247885.000000 Penalty: 3279.441650
	Iteration 35Q: 3 clusters Score -2247885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2247888.250000 Penalty: 3279.441650
	Iteration 36Q: 3 clusters Score -2247888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2247888.250000 Penalty: 3279.441650
	Iteration 37F: 3 clusters Score -2247888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -132102.015625 Penalty: 1187.964355
	Iteration 0F: 2 clusters Score -132102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130336.187500 Penalty: 2375.928711
	Iteration 0F: 3 clusters Score -130336.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -130654.304688 Penalty: 2375.928711
	Iteration 1F: 3 clusters Score -130654.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -130786.460938 Penalty: 2375.928711
	Iteration 2F: 3 clusters Score -130786.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -130903.085938 Penalty: 2375.928711
	Iteration 3F: 3 clusters Score -130903.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -131025.187500 Penalty: 2375.928711
	Iteration 4F: 3 clusters Score -131025.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131127.390625 Penalty: 2375.928711
	Iteration 5Q: 3 clusters Score -131127.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -131205.593750 Penalty: 2375.928711
	Iteration 6Q: 3 clusters Score -131205.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -131275.765625 Penalty: 2375.928711
	Iteration 7Q: 3 clusters Score -131275.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131342.765625 Penalty: 2375.928711
	Iteration 8Q: 3 clusters Score -131342.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131382.953125 Penalty: 2375.928711
	Iteration 9Q: 3 clusters Score -131383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -131409.250000 Penalty: 2375.928711
	Iteration 10Q: 3 clusters Score -131409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -131427.812500 Penalty: 2375.928711
	Iteration 11Q: 3 clusters Score -131427.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -131441.312500 Penalty: 2375.928711
	Iteration 12Q: 3 clusters Score -131441.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -131448.500000 Penalty: 2375.928711
	Iteration 13Q: 3 clusters Score -131448.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -131458.984375 Penalty: 2375.928711
	Iteration 14Q: 3 clusters Score -131459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -131475.437500 Penalty: 2375.928711
	Iteration 15Q: 3 clusters Score -131475.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -131494.750000 Penalty: 2375.928711
	Iteration 16Q: 3 clusters Score -131494.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131535.359375 Penalty: 2375.928711
	Iteration 17Q: 3 clusters Score -131535.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -131604.062500 Penalty: 2375.928711
	Iteration 18Q: 3 clusters Score -131604.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -131674.062500 Penalty: 2375.928711
	Iteration 19Q: 3 clusters Score -131674.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -131708.750000 Penalty: 2375.928711
	Iteration 20F: 3 clusters Score -131708.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -131728.750000 Penalty: 2375.928711
	Iteration 21Q: 3 clusters Score -131728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -131744.109375 Penalty: 2375.928711
	Iteration 22Q: 3 clusters Score -131744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -131751.484375 Penalty: 2375.928711
	Iteration 23Q: 3 clusters Score -131751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -131753.000000 Penalty: 2375.928711
	Iteration 24Q: 3 clusters Score -131753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -131756.625000 Penalty: 2375.928711
	Iteration 25Q: 3 clusters Score -131756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -131757.609375 Penalty: 2375.928711
	Iteration 26Q: 3 clusters Score -131757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -131757.609375 Penalty: 2375.928711
	Iteration 27F: 3 clusters Score -131757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Entering Unmasked Estep 
Score: -2917128.500000 Penalty: 1673.412842
	Iteration 0F: 2 clusters Score -2917128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2898240.250000 Penalty: 3346.825684
	Iteration 0F: 3 clusters Score -2898240 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2906048.750000 Penalty: 3346.825684
	Iteration 1F: 3 clusters Score -2906049 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2906913.000000 Penalty: 3346.825684
	Iteration 2F: 3 clusters Score -2906913 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2908201.750000 Penalty: 3346.825684
	Iteration 3F: 3 clusters Score -2908202 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2910107.250000 Penalty: 3346.825684
	Iteration 4F: 3 clusters Score -2910107 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2912291.250000 Penalty: 3346.825684
	Iteration 5F: 3 clusters Score -2912291 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2914006.500000 Penalty: 3346.825684
	Iteration 6F: 3 clusters Score -2914006 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2914645.250000 Penalty: 3346.825684
	Iteration 7Q: 3 clusters Score -2914645 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2914911.250000 Penalty: 3346.825684
	Iteration 8Q: 3 clusters Score -2914911 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2915013.000000 Penalty: 3346.825684
	Iteration 9Q: 3 clusters Score -2915013 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2915112.500000 Penalty: 3346.825684
	Iteration 10Q: 3 clusters Score -2915112 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2915171.250000 Penalty: 3346.825684
	Iteration 11Q: 3 clusters Score -2915171 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2915255.500000 Penalty: 3346.825684
	Iteration 12Q: 3 clusters Score -2915256 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2915322.500000 Penalty: 3346.825684
	Iteration 13Q: 3 clusters Score -2915322 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2915334.750000 Penalty: 3346.825684
	Iteration 14Q: 3 clusters Score -2915335 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2915373.750000 Penalty: 3346.825684
	Iteration 15Q: 3 clusters Score -2915374 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2915385.750000 Penalty: 3346.825684
	Iteration 16Q: 3 clusters Score -2915386 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2915481.000000 Penalty: 3346.825684
	Iteration 17Q: 3 clusters Score -2915481 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2915524.000000 Penalty: 3346.825684
	Iteration 18Q: 3 clusters Score -2915524 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2915564.500000 Penalty: 3346.825684
	Iteration 19Q: 3 clusters Score -2915564 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2915580.250000 Penalty: 3346.825684
	Iteration 20F: 3 clusters Score -2915580 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2915593.500000 Penalty: 3346.825684
	Iteration 21Q: 3 clusters Score -2915594 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2915603.250000 Penalty: 3346.825684
	Iteration 22Q: 3 clusters Score -2915603 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2915613.250000 Penalty: 3346.825684
	Iteration 23Q: 3 clusters Score -2915613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2915624.000000 Penalty: 3346.825684
	Iteration 24Q: 3 clusters Score -2915624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2915605.500000 Penalty: 3346.825684
	Iteration 25Q: 3 clusters Score -2915606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2915607.500000 Penalty: 3346.825684
	Iteration 26Q: 3 clusters Score -2915608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2915610.000000 Penalty: 3346.825684
	Iteration 27Q: 3 clusters Score -2915610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2915614.250000 Penalty: 3346.825684
	Iteration 28Q: 3 clusters Score -2915614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2915612.000000 Penalty: 3346.825684
	Iteration 29Q: 3 clusters Score -2915612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2915612.000000 Penalty: 3346.825684
	Iteration 30Q: 3 clusters Score -2915612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2915607.250000 Penalty: 3346.825684
	Iteration 31Q: 3 clusters Score -2915607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2915606.500000 Penalty: 3346.825684
	Iteration 32Q: 3 clusters Score -2915606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2915602.500000 Penalty: 3346.825684
	Iteration 33Q: 3 clusters Score -2915602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2915598.000000 Penalty: 3346.825684
	Iteration 34Q: 3 clusters Score -2915598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2915607.000000 Penalty: 3346.825684
	Iteration 35Q: 3 clusters Score -2915607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2915608.750000 Penalty: 3346.825684
	Iteration 36Q: 3 clusters Score -2915609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2915612.500000 Penalty: 3346.825684
	Iteration 37Q: 3 clusters Score -2915612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2915610.250000 Penalty: 3346.825684
	Iteration 38Q: 3 clusters Score -2915610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2915613.250000 Penalty: 3346.825684
	Iteration 39Q: 3 clusters Score -2915613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2915608.750000 Penalty: 3346.825684
	Iteration 40F: 3 clusters Score -2915609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2915608.000000 Penalty: 3346.825684
	Iteration 41Q: 3 clusters Score -2915608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2915608.750000 Penalty: 3346.825684
	Iteration 42Q: 3 clusters Score -2915609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2915608.000000 Penalty: 3346.825684
	Iteration 43Q: 3 clusters Score -2915608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2915610.250000 Penalty: 3346.825684
	Iteration 44Q: 3 clusters Score -2915610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2915609.250000 Penalty: 3346.825684
	Iteration 45Q: 3 clusters Score -2915609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2915611.000000 Penalty: 3346.825684
	Iteration 46Q: 3 clusters Score -2915611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2915611.000000 Penalty: 3346.825684
	Iteration 47F: 3 clusters Score -2915611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -302888.968750 Penalty: 1315.980103
	Iteration 0F: 2 clusters Score -302889 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 1636 members 
Entering Unmasked Estep 
Score: -299998.250000 Penalty: 2631.960205
	Iteration 0F: 3 clusters Score -299998.2 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -300770.312500 Penalty: 2631.960205
	Iteration 1F: 3 clusters Score -300770.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -300959.750000 Penalty: 2631.960205
	Iteration 2F: 3 clusters Score -300959.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -301097.375000 Penalty: 2631.960205
	Iteration 3F: 3 clusters Score -301097.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -301208.531250 Penalty: 2631.960205
	Iteration 4Q: 3 clusters Score -301208.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -301281.500000 Penalty: 2631.960205
	Iteration 5Q: 3 clusters Score -301281.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -301336.656250 Penalty: 2631.960205
	Iteration 6Q: 3 clusters Score -301336.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -301401.656250 Penalty: 2631.960205
	Iteration 7Q: 3 clusters Score -301401.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -301456.093750 Penalty: 2631.960205
	Iteration 8Q: 3 clusters Score -301456.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -301513.125000 Penalty: 2631.960205
	Iteration 9Q: 3 clusters Score -301513.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -301579.375000 Penalty: 2631.960205
	Iteration 10Q: 3 clusters Score -301579.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -301635.687500 Penalty: 2631.960205
	Iteration 11Q: 3 clusters Score -301635.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -301698.437500 Penalty: 2631.960205
	Iteration 12Q: 3 clusters Score -301698.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -301755.218750 Penalty: 2631.960205
	Iteration 13Q: 3 clusters Score -301755.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -301799.875000 Penalty: 2631.960205
	Iteration 14Q: 3 clusters Score -301799.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -301849.187500 Penalty: 2631.960205
	Iteration 15Q: 3 clusters Score -301849.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -301886.531250 Penalty: 2631.960205
	Iteration 16Q: 3 clusters Score -301886.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -301916.968750 Penalty: 2631.960205
	Iteration 17Q: 3 clusters Score -301917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -301940.812500 Penalty: 2631.960205
	Iteration 18Q: 3 clusters Score -301940.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -301960.156250 Penalty: 2631.960205
	Iteration 19Q: 3 clusters Score -301960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -301974.437500 Penalty: 2631.960205
	Iteration 20F: 3 clusters Score -301974.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -301985.875000 Penalty: 2631.960205
	Iteration 21Q: 3 clusters Score -301985.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -301994.156250 Penalty: 2631.960205
	Iteration 22Q: 3 clusters Score -301994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -302000.437500 Penalty: 2631.960205
	Iteration 23Q: 3 clusters Score -302000.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -302007.937500 Penalty: 2631.960205
	Iteration 24Q: 3 clusters Score -302007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -302011.312500 Penalty: 2631.960205
	Iteration 25Q: 3 clusters Score -302011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -302013.906250 Penalty: 2631.960205
	Iteration 26Q: 3 clusters Score -302013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -302017.468750 Penalty: 2631.960205
	Iteration 27Q: 3 clusters Score -302017.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -302019.968750 Penalty: 2631.960205
	Iteration 28Q: 3 clusters Score -302020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -302023.156250 Penalty: 2631.960205
	Iteration 29Q: 3 clusters Score -302023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -302024.406250 Penalty: 2631.960205
	Iteration 30Q: 3 clusters Score -302024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -302024.718750 Penalty: 2631.960205
	Iteration 31Q: 3 clusters Score -302024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -302026.062500 Penalty: 2631.960205
	Iteration 32Q: 3 clusters Score -302026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -302027.593750 Penalty: 2631.960205
	Iteration 33Q: 3 clusters Score -302027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -302029.500000 Penalty: 2631.960205
	Iteration 34Q: 3 clusters Score -302029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -302030.531250 Penalty: 2631.960205
	Iteration 35Q: 3 clusters Score -302030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -302032.000000 Penalty: 2631.960205
	Iteration 36Q: 3 clusters Score -302032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -302032.625000 Penalty: 2631.960205
	Iteration 37Q: 3 clusters Score -302032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -302033.593750 Penalty: 2631.960205
	Iteration 38Q: 3 clusters Score -302033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -302034.281250 Penalty: 2631.960205
	Iteration 39Q: 3 clusters Score -302034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -302035.312500 Penalty: 2631.960205
	Iteration 40F: 3 clusters Score -302035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -302038.281250 Penalty: 2631.960205
	Iteration 41Q: 3 clusters Score -302038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -302040.875000 Penalty: 2631.960205
	Iteration 42Q: 3 clusters Score -302040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -302042.093750 Penalty: 2631.960205
	Iteration 43Q: 3 clusters Score -302042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -302043.343750 Penalty: 2631.960205
	Iteration 44Q: 3 clusters Score -302043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -302044.406250 Penalty: 2631.960205
	Iteration 45Q: 3 clusters Score -302044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -302046.281250 Penalty: 2631.960205
	Iteration 46Q: 3 clusters Score -302046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -302046.375000 Penalty: 2631.960205
	Iteration 47Q: 3 clusters Score -302046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -302048.031250 Penalty: 2631.960205
	Iteration 48Q: 3 clusters Score -302048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -302048.625000 Penalty: 2631.960205
	Iteration 49Q: 3 clusters Score -302048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -302050.468750 Penalty: 2631.960205
	Iteration 50Q: 3 clusters Score -302050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -302050.906250 Penalty: 2631.960205
	Iteration 51Q: 3 clusters Score -302050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -302050.343750 Penalty: 2631.960205
	Iteration 52Q: 3 clusters Score -302050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -302050.843750 Penalty: 2631.960205
	Iteration 53Q: 3 clusters Score -302050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -302050.843750 Penalty: 2631.960205
	Iteration 54F: 3 clusters Score -302050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -122485.875000 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -122485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -120780.226562 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -120780.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121114.617188 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -121114.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -121264.289062 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -121264.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -121398.906250 Penalty: 2348.754150
	Iteration 3F: 3 clusters Score -121398.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -121492.703125 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -121492.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121576.578125 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -121576.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -121642.679688 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -121642.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121701.710938 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -121701.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -121761.812500 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -121761.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -121801.085938 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -121801.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -121848.398438 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -121848.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -121888.390625 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -121888.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -121912.632812 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -121912.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -121932.601562 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -121932.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121957.218750 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -121957.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121986.742188 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -121986.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122012.648438 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -122012.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122023.656250 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -122023.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122036.992188 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -122037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -122047.882812 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -122047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122050.781250 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -122050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122055.492188 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -122055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -122057.750000 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -122057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -122058.601562 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -122058.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -122058.601562 Penalty: 2348.754150
	Iteration 24F: 3 clusters Score -122058.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -131128.890625 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -131128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -129406.843750 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -129406.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129736.742188 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -129736.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -129820.515625 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -129820.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129872.039062 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -129872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129914.695312 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -129914.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129947.500000 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -129947.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129969.195312 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -129969.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129985.093750 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -129985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129992.140625 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -129992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129999.734375 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -129999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -130001.328125 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -130001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130002.515625 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -130002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130004.515625 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -130004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130007.687500 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -130007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -130009.218750 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -130009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -130011.750000 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -130011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -130015.617188 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -130015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -130019.804688 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -130019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130020.320312 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -130020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130020.320312 Penalty: 2362.851562
	Iteration 19F: 3 clusters Score -130020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (31208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Entering Unmasked Estep 
Score: -3080289.500000 Penalty: 1681.619873
	Iteration 0F: 2 clusters Score -3080290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3060749.250000 Penalty: 3363.239746
	Iteration 0F: 3 clusters Score -3060749 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3068724.500000 Penalty: 3363.239746
	Iteration 1F: 3 clusters Score -3068724 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3069132.000000 Penalty: 3363.239746
	Iteration 2Q: 3 clusters Score -3069132 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3069593.000000 Penalty: 3363.239746
	Iteration 3Q: 3 clusters Score -3069593 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3070184.000000 Penalty: 3363.239746
	Iteration 4Q: 3 clusters Score -3070184 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3071035.500000 Penalty: 3363.239746
	Iteration 5F: 3 clusters Score -3071036 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3072237.250000 Penalty: 3363.239746
	Iteration 6F: 3 clusters Score -3072237 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3073752.500000 Penalty: 3363.239746
	Iteration 7F: 3 clusters Score -3073752 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3075426.750000 Penalty: 3363.239746
	Iteration 8F: 3 clusters Score -3075427 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3076891.750000 Penalty: 3363.239746
	Iteration 9F: 3 clusters Score -3076892 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3077768.750000 Penalty: 3363.239746
	Iteration 10Q: 3 clusters Score -3077769 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3078229.250000 Penalty: 3363.239746
	Iteration 11Q: 3 clusters Score -3078229 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3078444.250000 Penalty: 3363.239746
	Iteration 12Q: 3 clusters Score -3078444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3078585.750000 Penalty: 3363.239746
	Iteration 13Q: 3 clusters Score -3078586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3078649.250000 Penalty: 3363.239746
	Iteration 14Q: 3 clusters Score -3078649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3078699.500000 Penalty: 3363.239746
	Iteration 15Q: 3 clusters Score -3078700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3078738.500000 Penalty: 3363.239746
	Iteration 16Q: 3 clusters Score -3078738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3078771.750000 Penalty: 3363.239746
	Iteration 17Q: 3 clusters Score -3078772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3078795.250000 Penalty: 3363.239746
	Iteration 18Q: 3 clusters Score -3078795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3078795.500000 Penalty: 3363.239746
	Iteration 19Q: 3 clusters Score -3078796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3078803.000000 Penalty: 3363.239746
	Iteration 20F: 3 clusters Score -3078803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3078809.750000 Penalty: 3363.239746
	Iteration 21Q: 3 clusters Score -3078810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3078811.000000 Penalty: 3363.239746
	Iteration 22Q: 3 clusters Score -3078811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3078815.750000 Penalty: 3363.239746
	Iteration 23Q: 3 clusters Score -3078816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3078819.750000 Penalty: 3363.239746
	Iteration 24Q: 3 clusters Score -3078820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3078821.000000 Penalty: 3363.239746
	Iteration 25Q: 3 clusters Score -3078821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3078821.250000 Penalty: 3363.239746
	Iteration 26Q: 3 clusters Score -3078821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3078821.250000 Penalty: 3363.239746
	Iteration 27F: 3 clusters Score -3078821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -461482.625000 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -461482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -457588.812500 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -457588.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -458643.125000 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -458643.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -458782.343750 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -458782.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -458867.250000 Penalty: 2760.592041
	Iteration 3Q: 3 clusters Score -458867.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -458934.093750 Penalty: 2760.592041
	Iteration 4Q: 3 clusters Score -458934.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -458981.000000 Penalty: 2760.592041
	Iteration 5Q: 3 clusters Score -458981 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -459019.375000 Penalty: 2760.592041
	Iteration 6Q: 3 clusters Score -459019.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -459056.312500 Penalty: 2760.592041
	Iteration 7Q: 3 clusters Score -459056.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -459090.406250 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -459090.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -459126.500000 Penalty: 2760.592041
	Iteration 9Q: 3 clusters Score -459126.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -459153.750000 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -459153.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -459175.656250 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -459175.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -459199.375000 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -459199.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -459220.375000 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -459220.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -459244.562500 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -459244.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -459272.468750 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -459272.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -459309.718750 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -459309.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -459347.125000 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -459347.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -459381.937500 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -459381.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -459424.437500 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -459424.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -459473.500000 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -459473.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -459531.312500 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -459531.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -459584.093750 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -459584.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -459640.750000 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -459640.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -459704.093750 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -459704.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -459763.781250 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -459763.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -459806.093750 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -459806.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -459844.875000 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -459844.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -459887.250000 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -459887.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -459939.125000 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -459939.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -459991.218750 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -459991.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -460041.062500 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -460041.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -460076.593750 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -460076.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -460095.906250 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -460095.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -460107.281250 Penalty: 2760.592041
	Iteration 34Q: 3 clusters Score -460107.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -460125.687500 Penalty: 2760.592041
	Iteration 35Q: 3 clusters Score -460125.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -460133.218750 Penalty: 2760.592041
	Iteration 36Q: 3 clusters Score -460133.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -460144.031250 Penalty: 2760.592041
	Iteration 37Q: 3 clusters Score -460144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -460157.843750 Penalty: 2760.592041
	Iteration 38Q: 3 clusters Score -460157.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -460170.437500 Penalty: 2760.592041
	Iteration 39Q: 3 clusters Score -460170.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -460187.656250 Penalty: 2760.592041
	Iteration 40F: 3 clusters Score -460187.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -460203.812500 Penalty: 2760.592041
	Iteration 41Q: 3 clusters Score -460203.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -460216.218750 Penalty: 2760.592041
	Iteration 42Q: 3 clusters Score -460216.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -460228.187500 Penalty: 2760.592041
	Iteration 43Q: 3 clusters Score -460228.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -460236.875000 Penalty: 2760.592041
	Iteration 44Q: 3 clusters Score -460236.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -460240.843750 Penalty: 2760.592041
	Iteration 45Q: 3 clusters Score -460240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -460244.875000 Penalty: 2760.592041
	Iteration 46Q: 3 clusters Score -460244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -460249.625000 Penalty: 2760.592041
	Iteration 47Q: 3 clusters Score -460249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -460251.843750 Penalty: 2760.592041
	Iteration 48Q: 3 clusters Score -460251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -460253.250000 Penalty: 2760.592041
	Iteration 49Q: 3 clusters Score -460253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -460253.843750 Penalty: 2760.592041
	Iteration 50Q: 3 clusters Score -460253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -460253.843750 Penalty: 2760.592041
	Iteration 51F: 3 clusters Score -460253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Entering Unmasked Estep 
Score: -692744.312500 Penalty: 1449.389404
	Iteration 0F: 2 clusters Score -692744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -687232.937500 Penalty: 2898.778809
	Iteration 0F: 3 clusters Score -687232.9 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -688971.812500 Penalty: 2898.778809
	Iteration 1F: 3 clusters Score -688971.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -689261.375000 Penalty: 2898.778809
	Iteration 2F: 3 clusters Score -689261.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -689489.875000 Penalty: 2898.778809
	Iteration 3F: 3 clusters Score -689489.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -689735.187500 Penalty: 2898.778809
	Iteration 4F: 3 clusters Score -689735.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -689998.937500 Penalty: 2898.778809
	Iteration 5F: 3 clusters Score -689998.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -690269.687500 Penalty: 2898.778809
	Iteration 6F: 3 clusters Score -690269.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -690575.312500 Penalty: 2898.778809
	Iteration 7F: 3 clusters Score -690575.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -690833.187500 Penalty: 2898.778809
	Iteration 8F: 3 clusters Score -690833.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -691095.000000 Penalty: 2898.778809
	Iteration 9Q: 3 clusters Score -691095 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -691341.625000 Penalty: 2898.778809
	Iteration 10Q: 3 clusters Score -691341.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -691544.750000 Penalty: 2898.778809
	Iteration 11Q: 3 clusters Score -691544.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -691686.875000 Penalty: 2898.778809
	Iteration 12Q: 3 clusters Score -691686.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -691792.500000 Penalty: 2898.778809
	Iteration 13Q: 3 clusters Score -691792.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -691857.375000 Penalty: 2898.778809
	Iteration 14Q: 3 clusters Score -691857.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -691913.250000 Penalty: 2898.778809
	Iteration 15Q: 3 clusters Score -691913.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -691961.562500 Penalty: 2898.778809
	Iteration 16Q: 3 clusters Score -691961.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -691996.375000 Penalty: 2898.778809
	Iteration 17Q: 3 clusters Score -691996.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -692021.562500 Penalty: 2898.778809
	Iteration 18Q: 3 clusters Score -692021.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -692044.000000 Penalty: 2898.778809
	Iteration 19Q: 3 clusters Score -692044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -692062.687500 Penalty: 2898.778809
	Iteration 20F: 3 clusters Score -692062.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -692079.375000 Penalty: 2898.778809
	Iteration 21Q: 3 clusters Score -692079.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -692092.062500 Penalty: 2898.778809
	Iteration 22Q: 3 clusters Score -692092.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -692099.687500 Penalty: 2898.778809
	Iteration 23Q: 3 clusters Score -692099.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -692104.312500 Penalty: 2898.778809
	Iteration 24Q: 3 clusters Score -692104.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -692107.937500 Penalty: 2898.778809
	Iteration 25Q: 3 clusters Score -692107.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -692112.937500 Penalty: 2898.778809
	Iteration 26Q: 3 clusters Score -692112.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -692114.250000 Penalty: 2898.778809
	Iteration 27Q: 3 clusters Score -692114.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -692115.687500 Penalty: 2898.778809
	Iteration 28Q: 3 clusters Score -692115.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -692115.812500 Penalty: 2898.778809
	Iteration 29Q: 3 clusters Score -692115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -692119.687500 Penalty: 2898.778809
	Iteration 30Q: 3 clusters Score -692119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -692119.937500 Penalty: 2898.778809
	Iteration 31Q: 3 clusters Score -692119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -692120.062500 Penalty: 2898.778809
	Iteration 32Q: 3 clusters Score -692120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -692119.750000 Penalty: 2898.778809
	Iteration 33Q: 3 clusters Score -692119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -692120.625000 Penalty: 2898.778809
	Iteration 34Q: 3 clusters Score -692120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -692121.562500 Penalty: 2898.778809
	Iteration 35Q: 3 clusters Score -692121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -692122.625000 Penalty: 2898.778809
	Iteration 36Q: 3 clusters Score -692122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -692124.000000 Penalty: 2898.778809
	Iteration 37Q: 3 clusters Score -692124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -692125.437500 Penalty: 2898.778809
	Iteration 38Q: 3 clusters Score -692125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -692125.187500 Penalty: 2898.778809
	Iteration 39Q: 3 clusters Score -692125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -692126.000000 Penalty: 2898.778809
	Iteration 40F: 3 clusters Score -692126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -692126.875000 Penalty: 2898.778809
	Iteration 41Q: 3 clusters Score -692126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -692127.875000 Penalty: 2898.778809
	Iteration 42Q: 3 clusters Score -692127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -692127.937500 Penalty: 2898.778809
	Iteration 43Q: 3 clusters Score -692127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -692128.250000 Penalty: 2898.778809
	Iteration 44Q: 3 clusters Score -692128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -692129.375000 Penalty: 2898.778809
	Iteration 45Q: 3 clusters Score -692129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -692129.250000 Penalty: 2898.778809
	Iteration 46Q: 3 clusters Score -692129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -692129.250000 Penalty: 2898.778809
	Iteration 47F: 3 clusters Score -692129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 34244 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23104 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 30901 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12513 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 38719 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 20978 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30165 members 
Mstep: Class 37 contains 24115 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 29671 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31208 members 
Mstep: Class 44 contains 4886 members 
Mstep: Class 45 contains 7475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779744.000000 Penalty: 96567.195312
Iteration 319Q: 46 clusters Score -4.977974e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6928 members 
Mstep: Class 3 contains 38325 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 34239 members 
Mstep: Class 6 contains 40056 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23124 members 
Mstep: Class 9 contains 24696 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40752 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5938 members 
Mstep: Class 21 contains 5203 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12514 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 38724 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 20998 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30163 members 
Mstep: Class 37 contains 24098 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 30011 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31203 members 
Mstep: Class 44 contains 4890 members 
Mstep: Class 45 contains 7478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779696.000000 Penalty: 96567.195312
Iteration 320F: 46 clusters Score -4.97797e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6933 members 
Mstep: Class 3 contains 38326 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 34231 members 
Mstep: Class 6 contains 40059 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23148 members 
Mstep: Class 9 contains 24694 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40750 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 30157 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12516 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 38730 members 
Mstep: Class 27 contains 3650 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 20994 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30164 members 
Mstep: Class 37 contains 24030 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 30434 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31201 members 
Mstep: Class 44 contains 4890 members 
Mstep: Class 45 contains 7479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779576.000000 Penalty: 96567.195312
Iteration 321Q: 46 clusters Score -4.977958e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 34243 members 
Mstep: Class 6 contains 40056 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23163 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40750 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 29735 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 1319 members 
Mstep: Class 26 contains 38728 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 21011 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30162 members 
Mstep: Class 37 contains 23967 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 30886 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31202 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779520.000000 Penalty: 96567.195312
Iteration 322Q: 46 clusters Score -4.977952e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 34223 members 
Mstep: Class 6 contains 40054 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23171 members 
Mstep: Class 9 contains 24691 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40750 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 29338 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 5189 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12518 members 
Mstep: Class 25 contains 1321 members 
Mstep: Class 26 contains 38733 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 21025 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30162 members 
Mstep: Class 37 contains 23932 members 
Mstep: Class 38 contains 1495 members 
Mstep: Class 39 contains 31325 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31193 members 
Mstep: Class 44 contains 4894 members 
Mstep: Class 45 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779492.000000 Penalty: 96567.195312
Iteration 323Q: 46 clusters Score -4.977949e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6943 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 34236 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23190 members 
Mstep: Class 9 contains 24694 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40749 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 28931 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 5186 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 1322 members 
Mstep: Class 26 contains 38731 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21045 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30163 members 
Mstep: Class 37 contains 23919 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 31708 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31186 members 
Mstep: Class 44 contains 4894 members 
Mstep: Class 45 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779284.000000 Penalty: 96567.195312
Iteration 324Q: 46 clusters Score -4.977928e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 38322 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 34249 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23211 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28562 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 5184 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 12516 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 38721 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 21067 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30164 members 
Mstep: Class 37 contains 23921 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 32035 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31193 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779116.000000 Penalty: 96567.195312
Iteration 325Q: 46 clusters Score -4.977912e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 34254 members 
Mstep: Class 6 contains 40043 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23219 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28167 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 38715 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21082 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30161 members 
Mstep: Class 37 contains 23925 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 32395 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31207 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779180.000000 Penalty: 96567.195312
Iteration 326Q: 46 clusters Score -4.977918e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6959 members 
Mstep: Class 3 contains 38322 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 34259 members 
Mstep: Class 6 contains 40047 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23232 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40742 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 27752 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6525 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 38711 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21088 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30161 members 
Mstep: Class 37 contains 23927 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 32779 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31213 members 
Mstep: Class 44 contains 4896 members 
Mstep: Class 45 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778980.000000 Penalty: 96567.195312
Iteration 327Q: 46 clusters Score -4.977898e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6963 members 
Mstep: Class 3 contains 38321 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 34268 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23249 members 
Mstep: Class 9 contains 24688 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 27348 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 5176 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 38707 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21087 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30161 members 
Mstep: Class 37 contains 23917 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 33166 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31228 members 
Mstep: Class 44 contains 4897 members 
Mstep: Class 45 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779044.000000 Penalty: 96567.195312
Iteration 328Q: 46 clusters Score -4.977904e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6970 members 
Mstep: Class 3 contains 38322 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 34267 members 
Mstep: Class 6 contains 40044 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23265 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40737 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 26972 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 5172 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12519 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 38706 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21082 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30158 members 
Mstep: Class 37 contains 23922 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 33523 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31233 members 
Mstep: Class 44 contains 4898 members 
Mstep: Class 45 contains 7488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778896.000000 Penalty: 96567.195312
Iteration 329Q: 46 clusters Score -4.97789e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6976 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 34253 members 
Mstep: Class 6 contains 40047 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23275 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40733 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 26601 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 5167 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12521 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 38707 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21087 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30154 members 
Mstep: Class 37 contains 23920 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 33910 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31222 members 
Mstep: Class 44 contains 4897 members 
Mstep: Class 45 contains 7489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778932.000000 Penalty: 96567.195312
Iteration 330Q: 46 clusters Score -4.977893e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 34258 members 
Mstep: Class 6 contains 40051 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23293 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 26230 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 5161 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 12522 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 38703 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21074 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30152 members 
Mstep: Class 37 contains 23906 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 34269 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31233 members 
Mstep: Class 44 contains 4896 members 
Mstep: Class 45 contains 7491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779424.000000 Penalty: 96567.195312
Iteration 331Q: 46 clusters Score -4.977942e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6991 members 
Mstep: Class 3 contains 38328 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 34221 members 
Mstep: Class 6 contains 40050 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23277 members 
Mstep: Class 9 contains 24688 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 5154 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12523 members 
Mstep: Class 25 contains 1335 members 
Mstep: Class 26 contains 38698 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21066 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30150 members 
Mstep: Class 37 contains 23918 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 34832 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31234 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 7492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780404.000000 Penalty: 96567.195312
Iteration 332Q: 46 clusters Score -4.97804e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 38328 members 
Mstep: Class 4 contains 5487 members 
Mstep: Class 5 contains 34074 members 
Mstep: Class 6 contains 40052 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23207 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 24955 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 21 contains 5148 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12523 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 38700 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21074 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30150 members 
Mstep: Class 37 contains 23920 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 35842 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31190 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 7494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782128.000000 Penalty: 96567.195312
Iteration 333Q: 46 clusters Score -4.978213e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 38330 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 33780 members 
Mstep: Class 6 contains 40053 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23032 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 23538 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 21 contains 5140 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12524 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 38697 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21093 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30151 members 
Mstep: Class 37 contains 24036 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 37660 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31116 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 7494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784036.000000 Penalty: 96567.195312
Iteration 334Q: 46 clusters Score -4.978404e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7001 members 
Mstep: Class 3 contains 38329 members 
Mstep: Class 4 contains 5488 members 
Mstep: Class 5 contains 33355 members 
Mstep: Class 6 contains 40056 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22794 members 
Mstep: Class 9 contains 24694 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 20992 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 21 contains 5138 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12525 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 38704 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21111 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 30151 members 
Mstep: Class 37 contains 24316 members 
Mstep: Class 38 contains 1494 members 
Mstep: Class 39 contains 40696 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30986 members 
Mstep: Class 44 contains 4897 members 
Mstep: Class 45 contains 7494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783180.000000 Penalty: 96567.195312
Iteration 335Q: 46 clusters Score -4.978318e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 38330 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 32978 members 
Mstep: Class 6 contains 40063 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22666 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 17268 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 5135 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12523 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21128 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30152 members 
Mstep: Class 37 contains 24844 members 
Mstep: Class 38 contains 1494 members 
Mstep: Class 39 contains 44465 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30907 members 
Mstep: Class 44 contains 4899 members 
Mstep: Class 45 contains 7495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777568.000000 Penalty: 96567.195312
Iteration 336Q: 46 clusters Score -4.977757e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 38327 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 33257 members 
Mstep: Class 6 contains 40063 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22939 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 14513 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5859 members 
Mstep: Class 21 contains 5132 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 12525 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38715 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1917 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21119 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30150 members 
Mstep: Class 37 contains 25348 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 46128 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31005 members 
Mstep: Class 44 contains 4899 members 
Mstep: Class 45 contains 7495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774652.000000 Penalty: 96567.195312
Iteration 337Q: 46 clusters Score -4.977465e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7015 members 
Mstep: Class 3 contains 38321 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 34122 members 
Mstep: Class 6 contains 40064 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23386 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40747 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 13373 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 5124 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 12526 members 
Mstep: Class 25 contains 1299 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21081 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30149 members 
Mstep: Class 37 contains 25590 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 45611 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31160 members 
Mstep: Class 44 contains 4897 members 
Mstep: Class 45 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775172.000000 Penalty: 96567.195312
Iteration 338Q: 46 clusters Score -4.977517e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 38322 members 
Mstep: Class 4 contains 5474 members 
Mstep: Class 5 contains 34871 members 
Mstep: Class 6 contains 40057 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23731 members 
Mstep: Class 9 contains 24680 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12773 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 5853 members 
Mstep: Class 21 contains 5117 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6523 members 
Mstep: Class 24 contains 12525 members 
Mstep: Class 25 contains 1297 members 
Mstep: Class 26 contains 38712 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21055 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30148 members 
Mstep: Class 37 contains 25746 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 44920 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31257 members 
Mstep: Class 44 contains 4896 members 
Mstep: Class 45 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775784.000000 Penalty: 96567.195312
Iteration 339Q: 46 clusters Score -4.977578e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7022 members 
Mstep: Class 3 contains 38322 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 35256 members 
Mstep: Class 6 contains 40053 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23946 members 
Mstep: Class 9 contains 24677 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40734 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12451 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 5117 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6525 members 
Mstep: Class 24 contains 12527 members 
Mstep: Class 25 contains 1299 members 
Mstep: Class 26 contains 38705 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 21049 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30150 members 
Mstep: Class 37 contains 25946 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 44421 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31299 members 
Mstep: Class 44 contains 4896 members 
Mstep: Class 45 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777176.000000 Penalty: 96567.195312
Iteration 340F: 46 clusters Score -4.977718e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7023 members 
Mstep: Class 3 contains 38321 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 35184 members 
Mstep: Class 6 contains 40053 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24125 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40729 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 11859 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5860 members 
Mstep: Class 21 contains 5116 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 12529 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38692 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 21038 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30147 members 
Mstep: Class 37 contains 26099 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 44760 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31347 members 
Mstep: Class 44 contains 4897 members 
Mstep: Class 45 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776512.000000 Penalty: 96567.195312
Iteration 341Q: 46 clusters Score -4.977651e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 3 contains 38321 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 35232 members 
Mstep: Class 6 contains 40046 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24291 members 
Mstep: Class 9 contains 24676 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40728 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 11620 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5865 members 
Mstep: Class 21 contains 5111 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 12531 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38689 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21038 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30145 members 
Mstep: Class 37 contains 26198 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 44627 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31411 members 
Mstep: Class 44 contains 4894 members 
Mstep: Class 45 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776340.000000 Penalty: 96567.195312
Iteration 342Q: 46 clusters Score -4.977634e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 5 contains 35184 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24419 members 
Mstep: Class 9 contains 24676 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40722 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5870 members 
Mstep: Class 21 contains 5108 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12530 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38683 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 21031 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30144 members 
Mstep: Class 37 contains 26320 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 44417 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31469 members 
Mstep: Class 44 contains 4893 members 
Mstep: Class 45 contains 7499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776312.000000 Penalty: 96567.195312
Iteration 343Q: 46 clusters Score -4.977631e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 38325 members 
Mstep: Class 4 contains 5430 members 
Mstep: Class 5 contains 35116 members 
Mstep: Class 6 contains 40028 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24475 members 
Mstep: Class 9 contains 24679 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40725 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5876 members 
Mstep: Class 21 contains 5105 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12530 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38674 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 21015 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30144 members 
Mstep: Class 37 contains 26455 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 44101 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31519 members 
Mstep: Class 44 contains 4893 members 
Mstep: Class 45 contains 7499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776564.000000 Penalty: 96567.195312
Iteration 344Q: 46 clusters Score -4.977656e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 38327 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 35019 members 
Mstep: Class 6 contains 40023 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24522 members 
Mstep: Class 9 contains 24677 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40725 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12078 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5876 members 
Mstep: Class 21 contains 5104 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 12532 members 
Mstep: Class 25 contains 1292 members 
Mstep: Class 26 contains 38668 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 21017 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30142 members 
Mstep: Class 37 contains 26543 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 43762 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31533 members 
Mstep: Class 44 contains 4892 members 
Mstep: Class 45 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777100.000000 Penalty: 96567.195312
Iteration 345Q: 46 clusters Score -4.97771e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 38328 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 34920 members 
Mstep: Class 6 contains 40023 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24553 members 
Mstep: Class 9 contains 24677 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12455 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5880 members 
Mstep: Class 21 contains 5103 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38665 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 21008 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1813 members 
Mstep: Class 36 contains 30145 members 
Mstep: Class 37 contains 26629 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 43371 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31538 members 
Mstep: Class 44 contains 4892 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777340.000000 Penalty: 96567.195312
Iteration 346Q: 46 clusters Score -4.977734e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 3 contains 38330 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 34839 members 
Mstep: Class 6 contains 40020 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24586 members 
Mstep: Class 9 contains 24678 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40723 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 5102 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38660 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 21001 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30145 members 
Mstep: Class 37 contains 26673 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 42921 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31541 members 
Mstep: Class 44 contains 4892 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777696.000000 Penalty: 96567.195312
Iteration 347Q: 46 clusters Score -4.97777e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 38329 members 
Mstep: Class 4 contains 5395 members 
Mstep: Class 5 contains 34764 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24591 members 
Mstep: Class 9 contains 24681 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40725 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 13445 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5893 members 
Mstep: Class 21 contains 5102 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12538 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38659 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 21000 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30146 members 
Mstep: Class 37 contains 26712 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 42457 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31518 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777948.000000 Penalty: 96567.195312
Iteration 348Q: 46 clusters Score -4.977795e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7042 members 
Mstep: Class 3 contains 38329 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 34705 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24597 members 
Mstep: Class 9 contains 24681 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 14067 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5896 members 
Mstep: Class 21 contains 5102 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12538 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38666 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30145 members 
Mstep: Class 37 contains 26696 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 41928 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31494 members 
Mstep: Class 44 contains 4890 members 
Mstep: Class 45 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778428.000000 Penalty: 96567.195312
Iteration 349Q: 46 clusters Score -4.977843e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 38327 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 34647 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24566 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 14708 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5895 members 
Mstep: Class 21 contains 5101 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38671 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 21001 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30144 members 
Mstep: Class 37 contains 26645 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 41450 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31468 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778616.000000 Penalty: 96567.195312
Iteration 350Q: 46 clusters Score -4.977862e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 38326 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 5 contains 34598 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24532 members 
Mstep: Class 9 contains 24684 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 15435 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 21 contains 5097 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38670 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20998 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30144 members 
Mstep: Class 37 contains 26588 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 40896 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31444 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778944.000000 Penalty: 96567.195312
Iteration 351Q: 46 clusters Score -4.977894e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7059 members 
Mstep: Class 3 contains 38325 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 34513 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24485 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40725 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5904 members 
Mstep: Class 21 contains 5091 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6525 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 38661 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 21008 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30144 members 
Mstep: Class 37 contains 26534 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 40345 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31407 members 
Mstep: Class 44 contains 4892 members 
Mstep: Class 45 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779444.000000 Penalty: 96567.195312
Iteration 352Q: 46 clusters Score -4.977944e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5362 members 
Mstep: Class 5 contains 34450 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24419 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40728 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 17025 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 5082 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38662 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30143 members 
Mstep: Class 37 contains 26479 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 39753 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31380 members 
Mstep: Class 44 contains 4892 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779932.000000 Penalty: 96567.195312
Iteration 353Q: 46 clusters Score -4.977993e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 38327 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 34379 members 
Mstep: Class 6 contains 40009 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24333 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40730 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 17842 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 5076 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6522 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38657 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 21003 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30142 members 
Mstep: Class 37 contains 26357 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 39229 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31367 members 
Mstep: Class 44 contains 4892 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780608.000000 Penalty: 96567.195312
Iteration 354Q: 46 clusters Score -4.978061e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7082 members 
Mstep: Class 3 contains 38326 members 
Mstep: Class 4 contains 5349 members 
Mstep: Class 5 contains 34316 members 
Mstep: Class 6 contains 40009 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24228 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40730 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 18583 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 5073 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6522 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38660 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 21011 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30142 members 
Mstep: Class 37 contains 26226 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 38823 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31324 members 
Mstep: Class 44 contains 4892 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781072.000000 Penalty: 96567.195312
Iteration 355Q: 46 clusters Score -4.978107e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5346 members 
Mstep: Class 5 contains 34265 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24122 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40733 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 19253 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5913 members 
Mstep: Class 21 contains 5068 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6523 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38661 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 21016 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30142 members 
Mstep: Class 37 contains 26069 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 38506 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31274 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781332.000000 Penalty: 96567.195312
Iteration 356Q: 46 clusters Score -4.978133e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5338 members 
Mstep: Class 5 contains 34257 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 24016 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40737 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 19832 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5068 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6522 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1292 members 
Mstep: Class 26 contains 38666 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21021 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30142 members 
Mstep: Class 37 contains 25899 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 38266 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31212 members 
Mstep: Class 44 contains 4891 members 
Mstep: Class 45 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781520.000000 Penalty: 96567.195312
Iteration 357Q: 46 clusters Score -4.978152e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5338 members 
Mstep: Class 5 contains 34250 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23903 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40738 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 20366 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5913 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6521 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38661 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21040 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30141 members 
Mstep: Class 37 contains 25728 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 38068 members 
Mstep: Class 40 contains 3289 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31154 members 
Mstep: Class 44 contains 4892 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781556.000000 Penalty: 96567.195312
Iteration 358Q: 46 clusters Score -4.978156e+07 nChanged 860
Entering ConstructFrom: 
Score: -49781556.000000 Penalty: 96567.195312
Entering ConstructFrom: 
Trying to split cluster 1 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -359196.062500 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -359196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -355926.718750 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -355926.7 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -356788.812500 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -356788.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -356986.593750 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -356986.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -357110.625000 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -357110.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -357200.562500 Penalty: 2680.941895
	Iteration 4Q: 3 clusters Score -357200.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -357253.718750 Penalty: 2680.941895
	Iteration 5Q: 3 clusters Score -357253.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -357294.250000 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -357294.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -357328.343750 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -357328.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -357362.812500 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -357362.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -357393.031250 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -357393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -357419.000000 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -357419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -357439.343750 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -357439.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -357457.625000 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -357457.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -357472.937500 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -357472.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -357485.031250 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -357485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -357497.312500 Penalty: 2680.941895
	Iteration 15Q: 3 clusters Score -357497.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -357508.843750 Penalty: 2680.941895
	Iteration 16Q: 3 clusters Score -357508.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -357519.406250 Penalty: 2680.941895
	Iteration 17Q: 3 clusters Score -357519.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -357534.812500 Penalty: 2680.941895
	Iteration 18Q: 3 clusters Score -357534.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -357552.062500 Penalty: 2680.941895
	Iteration 19Q: 3 clusters Score -357552.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -357572.468750 Penalty: 2680.941895
	Iteration 20F: 3 clusters Score -357572.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -357597.406250 Penalty: 2680.941895
	Iteration 21Q: 3 clusters Score -357597.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -357620.687500 Penalty: 2680.941895
	Iteration 22Q: 3 clusters Score -357620.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -357639.031250 Penalty: 2680.941895
	Iteration 23Q: 3 clusters Score -357639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -357653.406250 Penalty: 2680.941895
	Iteration 24Q: 3 clusters Score -357653.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -357665.500000 Penalty: 2680.941895
	Iteration 25Q: 3 clusters Score -357665.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -357680.718750 Penalty: 2680.941895
	Iteration 26Q: 3 clusters Score -357680.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -357695.781250 Penalty: 2680.941895
	Iteration 27Q: 3 clusters Score -357695.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -357708.968750 Penalty: 2680.941895
	Iteration 28Q: 3 clusters Score -357709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -357725.312500 Penalty: 2680.941895
	Iteration 29Q: 3 clusters Score -357725.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -357739.656250 Penalty: 2680.941895
	Iteration 30Q: 3 clusters Score -357739.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -357762.625000 Penalty: 2680.941895
	Iteration 31Q: 3 clusters Score -357762.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -357781.218750 Penalty: 2680.941895
	Iteration 32Q: 3 clusters Score -357781.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -357792.875000 Penalty: 2680.941895
	Iteration 33Q: 3 clusters Score -357792.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -357804.250000 Penalty: 2680.941895
	Iteration 34Q: 3 clusters Score -357804.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -357813.750000 Penalty: 2680.941895
	Iteration 35Q: 3 clusters Score -357813.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -357821.218750 Penalty: 2680.941895
	Iteration 36Q: 3 clusters Score -357821.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -357829.718750 Penalty: 2680.941895
	Iteration 37Q: 3 clusters Score -357829.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -357844.906250 Penalty: 2680.941895
	Iteration 38Q: 3 clusters Score -357844.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -357853.593750 Penalty: 2680.941895
	Iteration 39Q: 3 clusters Score -357853.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -357861.593750 Penalty: 2680.941895
	Iteration 40F: 3 clusters Score -357861.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -357872.906250 Penalty: 2680.941895
	Iteration 41Q: 3 clusters Score -357872.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -357883.343750 Penalty: 2680.941895
	Iteration 42Q: 3 clusters Score -357883.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -357896.406250 Penalty: 2680.941895
	Iteration 43Q: 3 clusters Score -357896.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -357907.125000 Penalty: 2680.941895
	Iteration 44Q: 3 clusters Score -357907.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -357916.656250 Penalty: 2680.941895
	Iteration 45Q: 3 clusters Score -357916.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -357927.375000 Penalty: 2680.941895
	Iteration 46Q: 3 clusters Score -357927.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -357938.593750 Penalty: 2680.941895
	Iteration 47Q: 3 clusters Score -357938.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -357951.531250 Penalty: 2680.941895
	Iteration 48Q: 3 clusters Score -357951.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -357963.750000 Penalty: 2680.941895
	Iteration 49Q: 3 clusters Score -357963.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -357971.968750 Penalty: 2680.941895
	Iteration 50Q: 3 clusters Score -357972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -357982.343750 Penalty: 2680.941895
	Iteration 51Q: 3 clusters Score -357982.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -357988.250000 Penalty: 2680.941895
	Iteration 52Q: 3 clusters Score -357988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -357993.906250 Penalty: 2680.941895
	Iteration 53Q: 3 clusters Score -357993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -357999.000000 Penalty: 2680.941895
	Iteration 54Q: 3 clusters Score -357999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -358005.968750 Penalty: 2680.941895
	Iteration 55Q: 3 clusters Score -358006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -358013.031250 Penalty: 2680.941895
	Iteration 56Q: 3 clusters Score -358013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -358019.843750 Penalty: 2680.941895
	Iteration 57Q: 3 clusters Score -358019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -358023.593750 Penalty: 2680.941895
	Iteration 58Q: 3 clusters Score -358023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -358027.375000 Penalty: 2680.941895
	Iteration 59Q: 3 clusters Score -358027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -358029.187500 Penalty: 2680.941895
	Iteration 60F: 3 clusters Score -358029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -358033.687500 Penalty: 2680.941895
	Iteration 61Q: 3 clusters Score -358033.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -358040.750000 Penalty: 2680.941895
	Iteration 62Q: 3 clusters Score -358040.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -358046.156250 Penalty: 2680.941895
	Iteration 63Q: 3 clusters Score -358046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -358048.812500 Penalty: 2680.941895
	Iteration 64Q: 3 clusters Score -358048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -358049.875000 Penalty: 2680.941895
	Iteration 65Q: 3 clusters Score -358049.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -358053.531250 Penalty: 2680.941895
	Iteration 66Q: 3 clusters Score -358053.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -358057.375000 Penalty: 2680.941895
	Iteration 67Q: 3 clusters Score -358057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -358060.437500 Penalty: 2680.941895
	Iteration 68Q: 3 clusters Score -358060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -358064.343750 Penalty: 2680.941895
	Iteration 69Q: 3 clusters Score -358064.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -358065.968750 Penalty: 2680.941895
	Iteration 70Q: 3 clusters Score -358066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -358067.437500 Penalty: 2680.941895
	Iteration 71Q: 3 clusters Score -358067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -358068.625000 Penalty: 2680.941895
	Iteration 72Q: 3 clusters Score -358068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -358069.000000 Penalty: 2680.941895
	Iteration 73Q: 3 clusters Score -358069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -358072.406250 Penalty: 2680.941895
	Iteration 74Q: 3 clusters Score -358072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -358075.750000 Penalty: 2680.941895
	Iteration 75Q: 3 clusters Score -358075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -358077.843750 Penalty: 2680.941895
	Iteration 76Q: 3 clusters Score -358077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -358077.625000 Penalty: 2680.941895
	Iteration 77Q: 3 clusters Score -358077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -358078.343750 Penalty: 2680.941895
	Iteration 78Q: 3 clusters Score -358078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -358079.593750 Penalty: 2680.941895
	Iteration 79Q: 3 clusters Score -358079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -358079.687500 Penalty: 2680.941895
	Iteration 80F: 3 clusters Score -358079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -358079.750000 Penalty: 2680.941895
	Iteration 81Q: 3 clusters Score -358079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -358081.062500 Penalty: 2680.941895
	Iteration 82Q: 3 clusters Score -358081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -358081.062500 Penalty: 2680.941895
	Iteration 83F: 3 clusters Score -358081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Entering Unmasked Estep 
Score: -686102.687500 Penalty: 1440.842529
	Iteration 0F: 2 clusters Score -686102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -680762.250000 Penalty: 2881.685059
	Iteration 0F: 3 clusters Score -680762.2 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -682433.875000 Penalty: 2881.685059
	Iteration 1F: 3 clusters Score -682433.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -682673.437500 Penalty: 2881.685059
	Iteration 2F: 3 clusters Score -682673.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -682879.187500 Penalty: 2881.685059
	Iteration 3F: 3 clusters Score -682879.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -683046.875000 Penalty: 2881.685059
	Iteration 4F: 3 clusters Score -683046.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -683174.250000 Penalty: 2881.685059
	Iteration 5Q: 3 clusters Score -683174.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -683295.937500 Penalty: 2881.685059
	Iteration 6Q: 3 clusters Score -683295.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -683464.187500 Penalty: 2881.685059
	Iteration 7Q: 3 clusters Score -683464.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -683665.375000 Penalty: 2881.685059
	Iteration 8Q: 3 clusters Score -683665.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -683862.812500 Penalty: 2881.685059
	Iteration 9Q: 3 clusters Score -683862.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -684078.562500 Penalty: 2881.685059
	Iteration 10Q: 3 clusters Score -684078.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -684269.937500 Penalty: 2881.685059
	Iteration 11Q: 3 clusters Score -684269.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -684424.375000 Penalty: 2881.685059
	Iteration 12Q: 3 clusters Score -684424.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -684539.125000 Penalty: 2881.685059
	Iteration 13Q: 3 clusters Score -684539.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -684634.562500 Penalty: 2881.685059
	Iteration 14Q: 3 clusters Score -684634.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -684703.500000 Penalty: 2881.685059
	Iteration 15Q: 3 clusters Score -684703.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -684752.687500 Penalty: 2881.685059
	Iteration 16Q: 3 clusters Score -684752.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -684780.750000 Penalty: 2881.685059
	Iteration 17Q: 3 clusters Score -684780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -684792.500000 Penalty: 2881.685059
	Iteration 18Q: 3 clusters Score -684792.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -684804.187500 Penalty: 2881.685059
	Iteration 19Q: 3 clusters Score -684804.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -684825.125000 Penalty: 2881.685059
	Iteration 20F: 3 clusters Score -684825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -684842.312500 Penalty: 2881.685059
	Iteration 21Q: 3 clusters Score -684842.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -684857.437500 Penalty: 2881.685059
	Iteration 22Q: 3 clusters Score -684857.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -684866.937500 Penalty: 2881.685059
	Iteration 23Q: 3 clusters Score -684866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -684881.062500 Penalty: 2881.685059
	Iteration 24Q: 3 clusters Score -684881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -684884.437500 Penalty: 2881.685059
	Iteration 25Q: 3 clusters Score -684884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -684889.437500 Penalty: 2881.685059
	Iteration 26Q: 3 clusters Score -684889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -684892.625000 Penalty: 2881.685059
	Iteration 27Q: 3 clusters Score -684892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -684895.437500 Penalty: 2881.685059
	Iteration 28Q: 3 clusters Score -684895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -684897.375000 Penalty: 2881.685059
	Iteration 29Q: 3 clusters Score -684897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -684899.625000 Penalty: 2881.685059
	Iteration 30Q: 3 clusters Score -684899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -684899.625000 Penalty: 2881.685059
	Iteration 31F: 3 clusters Score -684899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Entering Unmasked Estep 
Score: -3669116.250000 Penalty: 1714.993408
	Iteration 0F: 2 clusters Score -3669116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3644018.750000 Penalty: 3429.986816
	Iteration 0F: 3 clusters Score -3644019 nChanged 17921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3654078.750000 Penalty: 3429.986816
	Iteration 1F: 3 clusters Score -3654079 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3654633.500000 Penalty: 3429.986816
	Iteration 2Q: 3 clusters Score -3654634 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3655277.500000 Penalty: 3429.986816
	Iteration 3Q: 3 clusters Score -3655278 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3656035.500000 Penalty: 3429.986816
	Iteration 4Q: 3 clusters Score -3656036 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3657115.500000 Penalty: 3429.986816
	Iteration 5F: 3 clusters Score -3657116 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3658611.000000 Penalty: 3429.986816
	Iteration 6F: 3 clusters Score -3658611 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3660421.000000 Penalty: 3429.986816
	Iteration 7F: 3 clusters Score -3660421 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3662208.250000 Penalty: 3429.986816
	Iteration 8F: 3 clusters Score -3662208 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -3663739.250000 Penalty: 3429.986816
	Iteration 9Q: 3 clusters Score -3663739 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -3665509.250000 Penalty: 3429.986816
	Iteration 10Q: 3 clusters Score -3665509 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -3666703.750000 Penalty: 3429.986816
	Iteration 11Q: 3 clusters Score -3666704 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -3667277.750000 Penalty: 3429.986816
	Iteration 12Q: 3 clusters Score -3667278 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -3667504.750000 Penalty: 3429.986816
	Iteration 13Q: 3 clusters Score -3667505 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -3667590.000000 Penalty: 3429.986816
	Iteration 14Q: 3 clusters Score -3667590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -3667647.250000 Penalty: 3429.986816
	Iteration 15Q: 3 clusters Score -3667647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -3667685.250000 Penalty: 3429.986816
	Iteration 16Q: 3 clusters Score -3667685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -3667703.250000 Penalty: 3429.986816
	Iteration 17Q: 3 clusters Score -3667703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -3667729.000000 Penalty: 3429.986816
	Iteration 18Q: 3 clusters Score -3667729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -3667738.750000 Penalty: 3429.986816
	Iteration 19Q: 3 clusters Score -3667739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -3667751.250000 Penalty: 3429.986816
	Iteration 20F: 3 clusters Score -3667751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -3667749.500000 Penalty: 3429.986816
	Iteration 21Q: 3 clusters Score -3667750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -3667749.750000 Penalty: 3429.986816
	Iteration 22Q: 3 clusters Score -3667750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -3667749.750000 Penalty: 3429.986816
	Iteration 23F: 3 clusters Score -3667750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -478620.718750 Penalty: 1394.643188
	Iteration 0F: 2 clusters Score -478620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -474395.750000 Penalty: 2789.286377
	Iteration 0F: 3 clusters Score -474395.8 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -475589.250000 Penalty: 2789.286377
	Iteration 1F: 3 clusters Score -475589.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -475803.531250 Penalty: 2789.286377
	Iteration 2F: 3 clusters Score -475803.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -475966.781250 Penalty: 2789.286377
	Iteration 3F: 3 clusters Score -475966.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -476097.718750 Penalty: 2789.286377
	Iteration 4Q: 3 clusters Score -476097.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -476220.687500 Penalty: 2789.286377
	Iteration 5Q: 3 clusters Score -476220.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -476354.343750 Penalty: 2789.286377
	Iteration 6Q: 3 clusters Score -476354.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -476485.968750 Penalty: 2789.286377
	Iteration 7Q: 3 clusters Score -476486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -476601.531250 Penalty: 2789.286377
	Iteration 8Q: 3 clusters Score -476601.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -476709.500000 Penalty: 2789.286377
	Iteration 9Q: 3 clusters Score -476709.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -476791.156250 Penalty: 2789.286377
	Iteration 10Q: 3 clusters Score -476791.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -476856.093750 Penalty: 2789.286377
	Iteration 11Q: 3 clusters Score -476856.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -476912.968750 Penalty: 2789.286377
	Iteration 12Q: 3 clusters Score -476913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -476977.687500 Penalty: 2789.286377
	Iteration 13Q: 3 clusters Score -476977.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -477027.031250 Penalty: 2789.286377
	Iteration 14Q: 3 clusters Score -477027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -477064.187500 Penalty: 2789.286377
	Iteration 15Q: 3 clusters Score -477064.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -477090.531250 Penalty: 2789.286377
	Iteration 16Q: 3 clusters Score -477090.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -477119.031250 Penalty: 2789.286377
	Iteration 17Q: 3 clusters Score -477119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -477143.062500 Penalty: 2789.286377
	Iteration 18Q: 3 clusters Score -477143.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -477173.781250 Penalty: 2789.286377
	Iteration 19Q: 3 clusters Score -477173.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -477219.531250 Penalty: 2789.286377
	Iteration 20F: 3 clusters Score -477219.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -477271.593750 Penalty: 2789.286377
	Iteration 21Q: 3 clusters Score -477271.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -477304.281250 Penalty: 2789.286377
	Iteration 22Q: 3 clusters Score -477304.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -477324.125000 Penalty: 2789.286377
	Iteration 23Q: 3 clusters Score -477324.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -477348.500000 Penalty: 2789.286377
	Iteration 24Q: 3 clusters Score -477348.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -477378.156250 Penalty: 2789.286377
	Iteration 25Q: 3 clusters Score -477378.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -477399.468750 Penalty: 2789.286377
	Iteration 26Q: 3 clusters Score -477399.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -477423.687500 Penalty: 2789.286377
	Iteration 27Q: 3 clusters Score -477423.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -477443.593750 Penalty: 2789.286377
	Iteration 28Q: 3 clusters Score -477443.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -477469.125000 Penalty: 2789.286377
	Iteration 29Q: 3 clusters Score -477469.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -477497.656250 Penalty: 2789.286377
	Iteration 30Q: 3 clusters Score -477497.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -477520.218750 Penalty: 2789.286377
	Iteration 31Q: 3 clusters Score -477520.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -477532.343750 Penalty: 2789.286377
	Iteration 32Q: 3 clusters Score -477532.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -477539.468750 Penalty: 2789.286377
	Iteration 33Q: 3 clusters Score -477539.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -477543.468750 Penalty: 2789.286377
	Iteration 34Q: 3 clusters Score -477543.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -477547.343750 Penalty: 2789.286377
	Iteration 35Q: 3 clusters Score -477547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -477553.062500 Penalty: 2789.286377
	Iteration 36Q: 3 clusters Score -477553.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -477559.156250 Penalty: 2789.286377
	Iteration 37Q: 3 clusters Score -477559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -477565.531250 Penalty: 2789.286377
	Iteration 38Q: 3 clusters Score -477565.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -477577.093750 Penalty: 2789.286377
	Iteration 39Q: 3 clusters Score -477577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -477585.562500 Penalty: 2789.286377
	Iteration 40F: 3 clusters Score -477585.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -477593.093750 Penalty: 2789.286377
	Iteration 41Q: 3 clusters Score -477593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -477600.156250 Penalty: 2789.286377
	Iteration 42Q: 3 clusters Score -477600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -477606.187500 Penalty: 2789.286377
	Iteration 43Q: 3 clusters Score -477606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -477607.968750 Penalty: 2789.286377
	Iteration 44Q: 3 clusters Score -477608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -477609.437500 Penalty: 2789.286377
	Iteration 45Q: 3 clusters Score -477609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -477611.000000 Penalty: 2789.286377
	Iteration 46Q: 3 clusters Score -477611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -477612.750000 Penalty: 2789.286377
	Iteration 47Q: 3 clusters Score -477612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -477614.718750 Penalty: 2789.286377
	Iteration 48Q: 3 clusters Score -477614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -477615.468750 Penalty: 2789.286377
	Iteration 49Q: 3 clusters Score -477615.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -477615.937500 Penalty: 2789.286377
	Iteration 50Q: 3 clusters Score -477615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -477616.031250 Penalty: 2789.286377
	Iteration 51Q: 3 clusters Score -477616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -477615.750000 Penalty: 2789.286377
	Iteration 52Q: 3 clusters Score -477615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -477615.750000 Penalty: 2789.286377
	Iteration 53F: 3 clusters Score -477615.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Entering Unmasked Estep 
Score: -3237918.750000 Penalty: 1696.696289
	Iteration 0F: 2 clusters Score -3237919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3215056.250000 Penalty: 3393.392578
	Iteration 0F: 3 clusters Score -3215056 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3224090.750000 Penalty: 3393.392578
	Iteration 1F: 3 clusters Score -3224091 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3224632.500000 Penalty: 3393.392578
	Iteration 2Q: 3 clusters Score -3224632 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3225307.750000 Penalty: 3393.392578
	Iteration 3Q: 3 clusters Score -3225308 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3226406.500000 Penalty: 3393.392578
	Iteration 4F: 3 clusters Score -3226406 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3228107.250000 Penalty: 3393.392578
	Iteration 5F: 3 clusters Score -3228107 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3230437.750000 Penalty: 3393.392578
	Iteration 6F: 3 clusters Score -3230438 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3232758.000000 Penalty: 3393.392578
	Iteration 7F: 3 clusters Score -3232758 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -3234586.250000 Penalty: 3393.392578
	Iteration 8F: 3 clusters Score -3234586 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -3235589.000000 Penalty: 3393.392578
	Iteration 9Q: 3 clusters Score -3235589 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -3236064.250000 Penalty: 3393.392578
	Iteration 10Q: 3 clusters Score -3236064 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -3236276.000000 Penalty: 3393.392578
	Iteration 11Q: 3 clusters Score -3236276 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -3236380.250000 Penalty: 3393.392578
	Iteration 12Q: 3 clusters Score -3236380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3236443.500000 Penalty: 3393.392578
	Iteration 13Q: 3 clusters Score -3236444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3236481.000000 Penalty: 3393.392578
	Iteration 14Q: 3 clusters Score -3236481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3236507.500000 Penalty: 3393.392578
	Iteration 15Q: 3 clusters Score -3236508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -3236529.250000 Penalty: 3393.392578
	Iteration 16Q: 3 clusters Score -3236529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3236540.250000 Penalty: 3393.392578
	Iteration 17Q: 3 clusters Score -3236540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -3236556.000000 Penalty: 3393.392578
	Iteration 18Q: 3 clusters Score -3236556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -3236571.750000 Penalty: 3393.392578
	Iteration 19Q: 3 clusters Score -3236572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -3236573.000000 Penalty: 3393.392578
	Iteration 20F: 3 clusters Score -3236573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -3236579.000000 Penalty: 3393.392578
	Iteration 21Q: 3 clusters Score -3236579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3236580.250000 Penalty: 3393.392578
	Iteration 22Q: 3 clusters Score -3236580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -3236586.250000 Penalty: 3393.392578
	Iteration 23Q: 3 clusters Score -3236586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -3236591.250000 Penalty: 3393.392578
	Iteration 24Q: 3 clusters Score -3236591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -3236590.000000 Penalty: 3393.392578
	Iteration 25Q: 3 clusters Score -3236590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -3236589.750000 Penalty: 3393.392578
	Iteration 26Q: 3 clusters Score -3236590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -3236589.750000 Penalty: 3393.392578
	Iteration 27F: 3 clusters Score -3236590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Entering Unmasked Estep 
Score: -3939914.000000 Penalty: 1722.030396
	Iteration 0F: 2 clusters Score -3939914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3918152.750000 Penalty: 3444.060791
	Iteration 0F: 3 clusters Score -3918153 nChanged 18640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3928537.500000 Penalty: 3444.060791
	Iteration 1F: 3 clusters Score -3928538 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3929066.000000 Penalty: 3444.060791
	Iteration 2Q: 3 clusters Score -3929066 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3929696.250000 Penalty: 3444.060791
	Iteration 3Q: 3 clusters Score -3929696 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3930423.000000 Penalty: 3444.060791
	Iteration 4Q: 3 clusters Score -3930423 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3931208.500000 Penalty: 3444.060791
	Iteration 5Q: 3 clusters Score -3931208 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3932058.000000 Penalty: 3444.060791
	Iteration 6F: 3 clusters Score -3932058 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3933038.250000 Penalty: 3444.060791
	Iteration 7F: 3 clusters Score -3933038 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3934211.000000 Penalty: 3444.060791
	Iteration 8F: 3 clusters Score -3934211 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3935556.500000 Penalty: 3444.060791
	Iteration 9F: 3 clusters Score -3935556 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3937178.750000 Penalty: 3444.060791
	Iteration 10F: 3 clusters Score -3937179 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3938753.000000 Penalty: 3444.060791
	Iteration 11F: 3 clusters Score -3938753 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3939217.750000 Penalty: 3444.060791
	Iteration 12Q: 3 clusters Score -3939218 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3939106.500000 Penalty: 3444.060791
	Iteration 13Q: 3 clusters Score -3939106 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3938905.000000 Penalty: 3444.060791
	Iteration 14Q: 3 clusters Score -3938905 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3938834.500000 Penalty: 3444.060791
	Iteration 15Q: 3 clusters Score -3938834 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3938795.750000 Penalty: 3444.060791
	Iteration 16Q: 3 clusters Score -3938796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3938807.750000 Penalty: 3444.060791
	Iteration 17Q: 3 clusters Score -3938808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3938832.250000 Penalty: 3444.060791
	Iteration 18Q: 3 clusters Score -3938832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3938846.750000 Penalty: 3444.060791
	Iteration 19Q: 3 clusters Score -3938847 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3938866.500000 Penalty: 3444.060791
	Iteration 20F: 3 clusters Score -3938866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3938856.250000 Penalty: 3444.060791
	Iteration 21Q: 3 clusters Score -3938856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3938866.000000 Penalty: 3444.060791
	Iteration 22Q: 3 clusters Score -3938866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3938864.500000 Penalty: 3444.060791
	Iteration 23Q: 3 clusters Score -3938864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3938862.750000 Penalty: 3444.060791
	Iteration 24Q: 3 clusters Score -3938863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3938877.000000 Penalty: 3444.060791
	Iteration 25Q: 3 clusters Score -3938877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3938892.750000 Penalty: 3444.060791
	Iteration 26Q: 3 clusters Score -3938893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3938889.500000 Penalty: 3444.060791
	Iteration 27Q: 3 clusters Score -3938890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3938885.000000 Penalty: 3444.060791
	Iteration 28Q: 3 clusters Score -3938885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3938885.000000 Penalty: 3444.060791
	Iteration 29F: 3 clusters Score -3938885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -87666.757812 Penalty: 1141.505493
	Iteration 0F: 2 clusters Score -87666.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -86181.000000 Penalty: 2283.010986
	Iteration 0F: 3 clusters Score -86181 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -86558.335938 Penalty: 2283.010986
	Iteration 1F: 3 clusters Score -86558.34 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -86774.984375 Penalty: 2283.010986
	Iteration 2F: 3 clusters Score -86774.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -86970.601562 Penalty: 2283.010986
	Iteration 3F: 3 clusters Score -86970.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -87104.453125 Penalty: 2283.010986
	Iteration 4F: 3 clusters Score -87104.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -87210.992188 Penalty: 2283.010986
	Iteration 5Q: 3 clusters Score -87210.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -87328.679688 Penalty: 2283.010986
	Iteration 6Q: 3 clusters Score -87328.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -87398.601562 Penalty: 2283.010986
	Iteration 7Q: 3 clusters Score -87398.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -87427.281250 Penalty: 2283.010986
	Iteration 8Q: 3 clusters Score -87427.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -87451.859375 Penalty: 2283.010986
	Iteration 9Q: 3 clusters Score -87451.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -87462.617188 Penalty: 2283.010986
	Iteration 10Q: 3 clusters Score -87462.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -87468.718750 Penalty: 2283.010986
	Iteration 11Q: 3 clusters Score -87468.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -87472.117188 Penalty: 2283.010986
	Iteration 12Q: 3 clusters Score -87472.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -87472.117188 Penalty: 2283.010986
	Iteration 13F: 3 clusters Score -87472.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Entering Unmasked Estep 
Score: -2155819.250000 Penalty: 1637.563599
	Iteration 0F: 2 clusters Score -2155819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2139789.000000 Penalty: 3275.127197
	Iteration 0F: 3 clusters Score -2139789 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2145973.000000 Penalty: 3275.127197
	Iteration 1F: 3 clusters Score -2145973 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2146465.750000 Penalty: 3275.127197
	Iteration 2F: 3 clusters Score -2146466 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2146955.750000 Penalty: 3275.127197
	Iteration 3Q: 3 clusters Score -2146956 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2147511.000000 Penalty: 3275.127197
	Iteration 4Q: 3 clusters Score -2147511 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2148130.750000 Penalty: 3275.127197
	Iteration 5Q: 3 clusters Score -2148131 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2148779.500000 Penalty: 3275.127197
	Iteration 6F: 3 clusters Score -2148780 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2149497.500000 Penalty: 3275.127197
	Iteration 7F: 3 clusters Score -2149498 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2150193.500000 Penalty: 3275.127197
	Iteration 8Q: 3 clusters Score -2150194 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2150810.750000 Penalty: 3275.127197
	Iteration 9Q: 3 clusters Score -2150811 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2151418.250000 Penalty: 3275.127197
	Iteration 10Q: 3 clusters Score -2151418 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2151976.500000 Penalty: 3275.127197
	Iteration 11Q: 3 clusters Score -2151976 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2152478.000000 Penalty: 3275.127197
	Iteration 12Q: 3 clusters Score -2152478 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2152907.250000 Penalty: 3275.127197
	Iteration 13Q: 3 clusters Score -2152907 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2153256.750000 Penalty: 3275.127197
	Iteration 14Q: 3 clusters Score -2153257 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2153533.750000 Penalty: 3275.127197
	Iteration 15Q: 3 clusters Score -2153534 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2153731.000000 Penalty: 3275.127197
	Iteration 16Q: 3 clusters Score -2153731 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2153878.250000 Penalty: 3275.127197
	Iteration 17Q: 3 clusters Score -2153878 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2153978.000000 Penalty: 3275.127197
	Iteration 18Q: 3 clusters Score -2153978 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2154053.250000 Penalty: 3275.127197
	Iteration 19Q: 3 clusters Score -2154053 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2154108.000000 Penalty: 3275.127197
	Iteration 20F: 3 clusters Score -2154108 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2154158.750000 Penalty: 3275.127197
	Iteration 21Q: 3 clusters Score -2154159 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2154202.500000 Penalty: 3275.127197
	Iteration 22Q: 3 clusters Score -2154202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2154230.500000 Penalty: 3275.127197
	Iteration 23Q: 3 clusters Score -2154230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2154255.500000 Penalty: 3275.127197
	Iteration 24Q: 3 clusters Score -2154256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2154284.750000 Penalty: 3275.127197
	Iteration 25Q: 3 clusters Score -2154285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2154311.250000 Penalty: 3275.127197
	Iteration 26Q: 3 clusters Score -2154311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2154331.250000 Penalty: 3275.127197
	Iteration 27Q: 3 clusters Score -2154331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2154341.750000 Penalty: 3275.127197
	Iteration 28Q: 3 clusters Score -2154342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2154353.000000 Penalty: 3275.127197
	Iteration 29Q: 3 clusters Score -2154353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2154358.250000 Penalty: 3275.127197
	Iteration 30Q: 3 clusters Score -2154358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2154370.500000 Penalty: 3275.127197
	Iteration 31Q: 3 clusters Score -2154370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2154385.250000 Penalty: 3275.127197
	Iteration 32Q: 3 clusters Score -2154385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2154395.250000 Penalty: 3275.127197
	Iteration 33Q: 3 clusters Score -2154395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2154407.500000 Penalty: 3275.127197
	Iteration 34Q: 3 clusters Score -2154408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2154421.500000 Penalty: 3275.127197
	Iteration 35Q: 3 clusters Score -2154422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2154434.000000 Penalty: 3275.127197
	Iteration 36Q: 3 clusters Score -2154434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2154438.500000 Penalty: 3275.127197
	Iteration 37Q: 3 clusters Score -2154438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2154456.500000 Penalty: 3275.127197
	Iteration 38Q: 3 clusters Score -2154456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2154472.750000 Penalty: 3275.127197
	Iteration 39Q: 3 clusters Score -2154473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2154494.750000 Penalty: 3275.127197
	Iteration 40F: 3 clusters Score -2154495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2154514.250000 Penalty: 3275.127197
	Iteration 41Q: 3 clusters Score -2154514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2154534.750000 Penalty: 3275.127197
	Iteration 42Q: 3 clusters Score -2154535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2154550.000000 Penalty: 3275.127197
	Iteration 43Q: 3 clusters Score -2154550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2154564.250000 Penalty: 3275.127197
	Iteration 44Q: 3 clusters Score -2154564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2154572.250000 Penalty: 3275.127197
	Iteration 45Q: 3 clusters Score -2154572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2154592.250000 Penalty: 3275.127197
	Iteration 46Q: 3 clusters Score -2154592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2154611.500000 Penalty: 3275.127197
	Iteration 47Q: 3 clusters Score -2154612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2154630.000000 Penalty: 3275.127197
	Iteration 48Q: 3 clusters Score -2154630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2154655.500000 Penalty: 3275.127197
	Iteration 49Q: 3 clusters Score -2154656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2154676.000000 Penalty: 3275.127197
	Iteration 50Q: 3 clusters Score -2154676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2154708.750000 Penalty: 3275.127197
	Iteration 51Q: 3 clusters Score -2154709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2154741.250000 Penalty: 3275.127197
	Iteration 52Q: 3 clusters Score -2154741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2154766.750000 Penalty: 3275.127197
	Iteration 53Q: 3 clusters Score -2154767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2154783.750000 Penalty: 3275.127197
	Iteration 54Q: 3 clusters Score -2154784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2154796.250000 Penalty: 3275.127197
	Iteration 55Q: 3 clusters Score -2154796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2154809.500000 Penalty: 3275.127197
	Iteration 56Q: 3 clusters Score -2154810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2154821.750000 Penalty: 3275.127197
	Iteration 57Q: 3 clusters Score -2154822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2154829.250000 Penalty: 3275.127197
	Iteration 58Q: 3 clusters Score -2154829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2154838.000000 Penalty: 3275.127197
	Iteration 59Q: 3 clusters Score -2154838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2154846.500000 Penalty: 3275.127197
	Iteration 60F: 3 clusters Score -2154846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2154852.500000 Penalty: 3275.127197
	Iteration 61Q: 3 clusters Score -2154852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2154860.750000 Penalty: 3275.127197
	Iteration 62Q: 3 clusters Score -2154861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2154863.000000 Penalty: 3275.127197
	Iteration 63Q: 3 clusters Score -2154863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2154863.000000 Penalty: 3275.127197
	Iteration 64Q: 3 clusters Score -2154863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2154860.750000 Penalty: 3275.127197
	Iteration 65Q: 3 clusters Score -2154861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2154863.500000 Penalty: 3275.127197
	Iteration 66Q: 3 clusters Score -2154864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2154861.250000 Penalty: 3275.127197
	Iteration 67Q: 3 clusters Score -2154861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2154861.500000 Penalty: 3275.127197
	Iteration 68Q: 3 clusters Score -2154862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2154864.000000 Penalty: 3275.127197
	Iteration 69Q: 3 clusters Score -2154864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2154863.500000 Penalty: 3275.127197
	Iteration 70Q: 3 clusters Score -2154864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2154864.000000 Penalty: 3275.127197
	Iteration 71Q: 3 clusters Score -2154864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2154864.750000 Penalty: 3275.127197
	Iteration 72Q: 3 clusters Score -2154865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2154863.500000 Penalty: 3275.127197
	Iteration 73Q: 3 clusters Score -2154864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2154866.500000 Penalty: 3275.127197
	Iteration 74Q: 3 clusters Score -2154866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2154866.500000 Penalty: 3275.127197
	Iteration 75Q: 3 clusters Score -2154866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2154868.500000 Penalty: 3275.127197
	Iteration 76Q: 3 clusters Score -2154868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2154872.750000 Penalty: 3275.127197
	Iteration 77Q: 3 clusters Score -2154873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2154878.000000 Penalty: 3275.127197
	Iteration 78Q: 3 clusters Score -2154878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2154876.500000 Penalty: 3275.127197
	Iteration 79Q: 3 clusters Score -2154876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2154883.500000 Penalty: 3275.127197
	Iteration 80F: 3 clusters Score -2154884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2154886.250000 Penalty: 3275.127197
	Iteration 81Q: 3 clusters Score -2154886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2154888.250000 Penalty: 3275.127197
	Iteration 82Q: 3 clusters Score -2154888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2154888.000000 Penalty: 3275.127197
	Iteration 83Q: 3 clusters Score -2154888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2154883.500000 Penalty: 3275.127197
	Iteration 84Q: 3 clusters Score -2154884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2154889.250000 Penalty: 3275.127197
	Iteration 85Q: 3 clusters Score -2154889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2154894.250000 Penalty: 3275.127197
	Iteration 86Q: 3 clusters Score -2154894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2154897.750000 Penalty: 3275.127197
	Iteration 87Q: 3 clusters Score -2154898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2154898.750000 Penalty: 3275.127197
	Iteration 88Q: 3 clusters Score -2154899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2154898.750000 Penalty: 3275.127197
	Iteration 89Q: 3 clusters Score -2154899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2154898.000000 Penalty: 3275.127197
	Iteration 90Q: 3 clusters Score -2154898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2154898.500000 Penalty: 3275.127197
	Iteration 91Q: 3 clusters Score -2154898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2154898.000000 Penalty: 3275.127197
	Iteration 92Q: 3 clusters Score -2154898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2154900.000000 Penalty: 3275.127197
	Iteration 93Q: 3 clusters Score -2154900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2154900.000000 Penalty: 3275.127197
	Iteration 94F: 3 clusters Score -2154900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Entering Unmasked Estep 
Score: -2314925.500000 Penalty: 1643.569702
	Iteration 0F: 2 clusters Score -2314926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2298138.500000 Penalty: 3287.139404
	Iteration 0F: 3 clusters Score -2298138 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2304304.000000 Penalty: 3287.139404
	Iteration 1F: 3 clusters Score -2304304 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2304787.000000 Penalty: 3287.139404
	Iteration 2F: 3 clusters Score -2304787 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2305319.500000 Penalty: 3287.139404
	Iteration 3F: 3 clusters Score -2305320 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2305972.750000 Penalty: 3287.139404
	Iteration 4F: 3 clusters Score -2305973 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2306882.000000 Penalty: 3287.139404
	Iteration 5F: 3 clusters Score -2306882 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2307939.250000 Penalty: 3287.139404
	Iteration 6F: 3 clusters Score -2307939 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2309115.250000 Penalty: 3287.139404
	Iteration 7F: 3 clusters Score -2309115 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2310208.000000 Penalty: 3287.139404
	Iteration 8F: 3 clusters Score -2310208 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2311083.000000 Penalty: 3287.139404
	Iteration 9Q: 3 clusters Score -2311083 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2311731.000000 Penalty: 3287.139404
	Iteration 10Q: 3 clusters Score -2311731 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2312184.750000 Penalty: 3287.139404
	Iteration 11Q: 3 clusters Score -2312185 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2312515.000000 Penalty: 3287.139404
	Iteration 12Q: 3 clusters Score -2312515 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2312727.500000 Penalty: 3287.139404
	Iteration 13Q: 3 clusters Score -2312728 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2312849.250000 Penalty: 3287.139404
	Iteration 14Q: 3 clusters Score -2312849 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2312934.000000 Penalty: 3287.139404
	Iteration 15Q: 3 clusters Score -2312934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2313000.750000 Penalty: 3287.139404
	Iteration 16Q: 3 clusters Score -2313001 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2313038.500000 Penalty: 3287.139404
	Iteration 17Q: 3 clusters Score -2313038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2313062.000000 Penalty: 3287.139404
	Iteration 18Q: 3 clusters Score -2313062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2313100.500000 Penalty: 3287.139404
	Iteration 19Q: 3 clusters Score -2313100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2313118.250000 Penalty: 3287.139404
	Iteration 20F: 3 clusters Score -2313118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2313133.750000 Penalty: 3287.139404
	Iteration 21Q: 3 clusters Score -2313134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2313162.500000 Penalty: 3287.139404
	Iteration 22Q: 3 clusters Score -2313162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2313188.500000 Penalty: 3287.139404
	Iteration 23Q: 3 clusters Score -2313188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2313201.000000 Penalty: 3287.139404
	Iteration 24Q: 3 clusters Score -2313201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2313215.000000 Penalty: 3287.139404
	Iteration 25Q: 3 clusters Score -2313215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2313222.000000 Penalty: 3287.139404
	Iteration 26Q: 3 clusters Score -2313222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2313237.250000 Penalty: 3287.139404
	Iteration 27Q: 3 clusters Score -2313237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2313243.750000 Penalty: 3287.139404
	Iteration 28Q: 3 clusters Score -2313244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2313267.250000 Penalty: 3287.139404
	Iteration 29Q: 3 clusters Score -2313267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2313288.750000 Penalty: 3287.139404
	Iteration 30Q: 3 clusters Score -2313289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2313316.500000 Penalty: 3287.139404
	Iteration 31Q: 3 clusters Score -2313316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2313329.250000 Penalty: 3287.139404
	Iteration 32Q: 3 clusters Score -2313329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2313341.500000 Penalty: 3287.139404
	Iteration 33Q: 3 clusters Score -2313342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2313365.500000 Penalty: 3287.139404
	Iteration 34Q: 3 clusters Score -2313366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2313385.250000 Penalty: 3287.139404
	Iteration 35Q: 3 clusters Score -2313385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2313390.500000 Penalty: 3287.139404
	Iteration 36Q: 3 clusters Score -2313390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2313402.750000 Penalty: 3287.139404
	Iteration 37Q: 3 clusters Score -2313403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2313412.000000 Penalty: 3287.139404
	Iteration 38Q: 3 clusters Score -2313412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2313421.750000 Penalty: 3287.139404
	Iteration 39Q: 3 clusters Score -2313422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2313423.750000 Penalty: 3287.139404
	Iteration 40F: 3 clusters Score -2313424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2313424.500000 Penalty: 3287.139404
	Iteration 41Q: 3 clusters Score -2313424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2313428.500000 Penalty: 3287.139404
	Iteration 42Q: 3 clusters Score -2313428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2313428.500000 Penalty: 3287.139404
	Iteration 43Q: 3 clusters Score -2313428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2313429.250000 Penalty: 3287.139404
	Iteration 44Q: 3 clusters Score -2313429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2313431.750000 Penalty: 3287.139404
	Iteration 45Q: 3 clusters Score -2313432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2313435.500000 Penalty: 3287.139404
	Iteration 46Q: 3 clusters Score -2313436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2313439.000000 Penalty: 3287.139404
	Iteration 47Q: 3 clusters Score -2313439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2313440.500000 Penalty: 3287.139404
	Iteration 48Q: 3 clusters Score -2313440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2313440.500000 Penalty: 3287.139404
	Iteration 49F: 3 clusters Score -2313440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -445282.656250 Penalty: 1381.719849
	Iteration 0F: 2 clusters Score -445282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -441322.906250 Penalty: 2763.439697
	Iteration 0F: 3 clusters Score -441322.9 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -442403.062500 Penalty: 2763.439697
	Iteration 1F: 3 clusters Score -442403.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -442620.968750 Penalty: 2763.439697
	Iteration 2F: 3 clusters Score -442621 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -442846.562500 Penalty: 2763.439697
	Iteration 3F: 3 clusters Score -442846.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -443103.281250 Penalty: 2763.439697
	Iteration 4F: 3 clusters Score -443103.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -443359.718750 Penalty: 2763.439697
	Iteration 5F: 3 clusters Score -443359.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -443591.437500 Penalty: 2763.439697
	Iteration 6F: 3 clusters Score -443591.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -443810.625000 Penalty: 2763.439697
	Iteration 7F: 3 clusters Score -443810.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -444032.437500 Penalty: 2763.439697
	Iteration 8F: 3 clusters Score -444032.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -444212.531250 Penalty: 2763.439697
	Iteration 9Q: 3 clusters Score -444212.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -444352.843750 Penalty: 2763.439697
	Iteration 10Q: 3 clusters Score -444352.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -444460.593750 Penalty: 2763.439697
	Iteration 11Q: 3 clusters Score -444460.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -444553.812500 Penalty: 2763.439697
	Iteration 12Q: 3 clusters Score -444553.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -444612.343750 Penalty: 2763.439697
	Iteration 13Q: 3 clusters Score -444612.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -444648.468750 Penalty: 2763.439697
	Iteration 14Q: 3 clusters Score -444648.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -444671.812500 Penalty: 2763.439697
	Iteration 15Q: 3 clusters Score -444671.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -444687.562500 Penalty: 2763.439697
	Iteration 16Q: 3 clusters Score -444687.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -444705.031250 Penalty: 2763.439697
	Iteration 17Q: 3 clusters Score -444705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -444712.906250 Penalty: 2763.439697
	Iteration 18Q: 3 clusters Score -444712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -444720.718750 Penalty: 2763.439697
	Iteration 19Q: 3 clusters Score -444720.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -444727.000000 Penalty: 2763.439697
	Iteration 20F: 3 clusters Score -444727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -444729.156250 Penalty: 2763.439697
	Iteration 21Q: 3 clusters Score -444729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -444729.187500 Penalty: 2763.439697
	Iteration 22Q: 3 clusters Score -444729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -444731.625000 Penalty: 2763.439697
	Iteration 23Q: 3 clusters Score -444731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -444732.593750 Penalty: 2763.439697
	Iteration 24Q: 3 clusters Score -444732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -444734.718750 Penalty: 2763.439697
	Iteration 25Q: 3 clusters Score -444734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -444736.062500 Penalty: 2763.439697
	Iteration 26Q: 3 clusters Score -444736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -444735.843750 Penalty: 2763.439697
	Iteration 27Q: 3 clusters Score -444735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -444736.437500 Penalty: 2763.439697
	Iteration 28Q: 3 clusters Score -444736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -444737.312500 Penalty: 2763.439697
	Iteration 29Q: 3 clusters Score -444737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -444737.968750 Penalty: 2763.439697
	Iteration 30Q: 3 clusters Score -444738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -444737.656250 Penalty: 2763.439697
	Iteration 31Q: 3 clusters Score -444737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -444738.437500 Penalty: 2763.439697
	Iteration 32Q: 3 clusters Score -444738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -444738.062500 Penalty: 2763.439697
	Iteration 33Q: 3 clusters Score -444738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -444739.000000 Penalty: 2763.439697
	Iteration 34Q: 3 clusters Score -444739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -444739.625000 Penalty: 2763.439697
	Iteration 35Q: 3 clusters Score -444739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -444740.875000 Penalty: 2763.439697
	Iteration 36Q: 3 clusters Score -444740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -444739.843750 Penalty: 2763.439697
	Iteration 37Q: 3 clusters Score -444739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -444740.281250 Penalty: 2763.439697
	Iteration 38Q: 3 clusters Score -444740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -444741.218750 Penalty: 2763.439697
	Iteration 39Q: 3 clusters Score -444741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -444742.437500 Penalty: 2763.439697
	Iteration 40F: 3 clusters Score -444742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -444743.312500 Penalty: 2763.439697
	Iteration 41Q: 3 clusters Score -444743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -444744.031250 Penalty: 2763.439697
	Iteration 42Q: 3 clusters Score -444744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -444745.750000 Penalty: 2763.439697
	Iteration 43Q: 3 clusters Score -444745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -444745.843750 Penalty: 2763.439697
	Iteration 44Q: 3 clusters Score -444745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -444746.156250 Penalty: 2763.439697
	Iteration 45Q: 3 clusters Score -444746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -444746.156250 Penalty: 2763.439697
	Iteration 46F: 3 clusters Score -444746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Entering Unmasked Estep 
Score: -1766041.750000 Penalty: 1601.135376
	Iteration 0F: 2 clusters Score -1766042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1752963.875000 Penalty: 3202.270752
	Iteration 0F: 3 clusters Score -1752964 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1757724.125000 Penalty: 3202.270752
	Iteration 1F: 3 clusters Score -1757724 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1757994.625000 Penalty: 3202.270752
	Iteration 2Q: 3 clusters Score -1757995 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1758268.250000 Penalty: 3202.270752
	Iteration 3Q: 3 clusters Score -1758268 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1758557.750000 Penalty: 3202.270752
	Iteration 4Q: 3 clusters Score -1758558 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1758905.000000 Penalty: 3202.270752
	Iteration 5Q: 3 clusters Score -1758905 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1759351.625000 Penalty: 3202.270752
	Iteration 6Q: 3 clusters Score -1759352 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1759956.500000 Penalty: 3202.270752
	Iteration 7F: 3 clusters Score -1759956 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1760746.250000 Penalty: 3202.270752
	Iteration 8F: 3 clusters Score -1760746 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1761627.500000 Penalty: 3202.270752
	Iteration 9F: 3 clusters Score -1761628 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1762371.250000 Penalty: 3202.270752
	Iteration 10Q: 3 clusters Score -1762371 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1762994.375000 Penalty: 3202.270752
	Iteration 11Q: 3 clusters Score -1762994 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1763464.125000 Penalty: 3202.270752
	Iteration 12Q: 3 clusters Score -1763464 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1763807.750000 Penalty: 3202.270752
	Iteration 13Q: 3 clusters Score -1763808 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1764091.625000 Penalty: 3202.270752
	Iteration 14Q: 3 clusters Score -1764092 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1764276.625000 Penalty: 3202.270752
	Iteration 15Q: 3 clusters Score -1764277 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1764413.750000 Penalty: 3202.270752
	Iteration 16Q: 3 clusters Score -1764414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1764513.500000 Penalty: 3202.270752
	Iteration 17Q: 3 clusters Score -1764514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1764570.125000 Penalty: 3202.270752
	Iteration 18Q: 3 clusters Score -1764570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1764604.875000 Penalty: 3202.270752
	Iteration 19Q: 3 clusters Score -1764605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -1764620.500000 Penalty: 3202.270752
	Iteration 20F: 3 clusters Score -1764620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1764634.125000 Penalty: 3202.270752
	Iteration 21Q: 3 clusters Score -1764634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1764651.375000 Penalty: 3202.270752
	Iteration 22Q: 3 clusters Score -1764651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1764664.000000 Penalty: 3202.270752
	Iteration 23Q: 3 clusters Score -1764664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1764671.750000 Penalty: 3202.270752
	Iteration 24Q: 3 clusters Score -1764672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -1764686.125000 Penalty: 3202.270752
	Iteration 25Q: 3 clusters Score -1764686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1764697.250000 Penalty: 3202.270752
	Iteration 26Q: 3 clusters Score -1764697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1764705.625000 Penalty: 3202.270752
	Iteration 27Q: 3 clusters Score -1764706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1764711.625000 Penalty: 3202.270752
	Iteration 28Q: 3 clusters Score -1764712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1764715.875000 Penalty: 3202.270752
	Iteration 29Q: 3 clusters Score -1764716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1764723.875000 Penalty: 3202.270752
	Iteration 30Q: 3 clusters Score -1764724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1764727.875000 Penalty: 3202.270752
	Iteration 31Q: 3 clusters Score -1764728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1764734.625000 Penalty: 3202.270752
	Iteration 32Q: 3 clusters Score -1764735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1764739.750000 Penalty: 3202.270752
	Iteration 33Q: 3 clusters Score -1764740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1764743.375000 Penalty: 3202.270752
	Iteration 34Q: 3 clusters Score -1764743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1764745.125000 Penalty: 3202.270752
	Iteration 35Q: 3 clusters Score -1764745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1764745.250000 Penalty: 3202.270752
	Iteration 36Q: 3 clusters Score -1764745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1764749.500000 Penalty: 3202.270752
	Iteration 37Q: 3 clusters Score -1764750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1764748.750000 Penalty: 3202.270752
	Iteration 38Q: 3 clusters Score -1764749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1764751.125000 Penalty: 3202.270752
	Iteration 39Q: 3 clusters Score -1764751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1764751.375000 Penalty: 3202.270752
	Iteration 40F: 3 clusters Score -1764751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -1764751.875000 Penalty: 3202.270752
	Iteration 41Q: 3 clusters Score -1764752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1764753.125000 Penalty: 3202.270752
	Iteration 42Q: 3 clusters Score -1764753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1764754.750000 Penalty: 3202.270752
	Iteration 43Q: 3 clusters Score -1764755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1764755.750000 Penalty: 3202.270752
	Iteration 44Q: 3 clusters Score -1764756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1764758.500000 Penalty: 3202.270752
	Iteration 45Q: 3 clusters Score -1764758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1764759.750000 Penalty: 3202.270752
	Iteration 46Q: 3 clusters Score -1764760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1764761.250000 Penalty: 3202.270752
	Iteration 47Q: 3 clusters Score -1764761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1764761.250000 Penalty: 3202.270752
	Iteration 48F: 3 clusters Score -1764761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -436678.656250 Penalty: 1378.389038
	Iteration 0F: 2 clusters Score -436678.7 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: -432745.718750 Penalty: 2756.778076
	Iteration 0F: 3 clusters Score -432745.7 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -433836.312500 Penalty: 2756.778076
	Iteration 1F: 3 clusters Score -433836.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -434106.812500 Penalty: 2756.778076
	Iteration 2F: 3 clusters Score -434106.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -434380.812500 Penalty: 2756.778076
	Iteration 3F: 3 clusters Score -434380.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -434727.562500 Penalty: 2756.778076
	Iteration 4F: 3 clusters Score -434727.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -435142.000000 Penalty: 2756.778076
	Iteration 5F: 3 clusters Score -435142 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -435561.468750 Penalty: 2756.778076
	Iteration 6F: 3 clusters Score -435561.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -435836.156250 Penalty: 2756.778076
	Iteration 7F: 3 clusters Score -435836.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -436039.687500 Penalty: 2756.778076
	Iteration 8F: 3 clusters Score -436039.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -436177.750000 Penalty: 2756.778076
	Iteration 9Q: 3 clusters Score -436177.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -436295.968750 Penalty: 2756.778076
	Iteration 10Q: 3 clusters Score -436296 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -436393.062500 Penalty: 2756.778076
	Iteration 11Q: 3 clusters Score -436393.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -436467.687500 Penalty: 2756.778076
	Iteration 12Q: 3 clusters Score -436467.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -436526.156250 Penalty: 2756.778076
	Iteration 13Q: 3 clusters Score -436526.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -436575.437500 Penalty: 2756.778076
	Iteration 14Q: 3 clusters Score -436575.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -436614.062500 Penalty: 2756.778076
	Iteration 15Q: 3 clusters Score -436614.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -436647.781250 Penalty: 2756.778076
	Iteration 16Q: 3 clusters Score -436647.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -436680.125000 Penalty: 2756.778076
	Iteration 17Q: 3 clusters Score -436680.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -436713.593750 Penalty: 2756.778076
	Iteration 18Q: 3 clusters Score -436713.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -436733.281250 Penalty: 2756.778076
	Iteration 19Q: 3 clusters Score -436733.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -436751.625000 Penalty: 2756.778076
	Iteration 20F: 3 clusters Score -436751.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -436774.156250 Penalty: 2756.778076
	Iteration 21Q: 3 clusters Score -436774.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -436789.625000 Penalty: 2756.778076
	Iteration 22Q: 3 clusters Score -436789.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -436807.281250 Penalty: 2756.778076
	Iteration 23Q: 3 clusters Score -436807.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -436816.843750 Penalty: 2756.778076
	Iteration 24Q: 3 clusters Score -436816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -436823.593750 Penalty: 2756.778076
	Iteration 25Q: 3 clusters Score -436823.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -436828.875000 Penalty: 2756.778076
	Iteration 26Q: 3 clusters Score -436828.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -436834.062500 Penalty: 2756.778076
	Iteration 27Q: 3 clusters Score -436834.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -436838.625000 Penalty: 2756.778076
	Iteration 28Q: 3 clusters Score -436838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -436842.000000 Penalty: 2756.778076
	Iteration 29Q: 3 clusters Score -436842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -436847.562500 Penalty: 2756.778076
	Iteration 30Q: 3 clusters Score -436847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -436850.718750 Penalty: 2756.778076
	Iteration 31Q: 3 clusters Score -436850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -436851.468750 Penalty: 2756.778076
	Iteration 32Q: 3 clusters Score -436851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -436853.968750 Penalty: 2756.778076
	Iteration 33Q: 3 clusters Score -436854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -436856.812500 Penalty: 2756.778076
	Iteration 34Q: 3 clusters Score -436856.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -436861.125000 Penalty: 2756.778076
	Iteration 35Q: 3 clusters Score -436861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -436865.375000 Penalty: 2756.778076
	Iteration 36Q: 3 clusters Score -436865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -436871.375000 Penalty: 2756.778076
	Iteration 37Q: 3 clusters Score -436871.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -436879.562500 Penalty: 2756.778076
	Iteration 38Q: 3 clusters Score -436879.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -436886.312500 Penalty: 2756.778076
	Iteration 39Q: 3 clusters Score -436886.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -436890.187500 Penalty: 2756.778076
	Iteration 40F: 3 clusters Score -436890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -436893.468750 Penalty: 2756.778076
	Iteration 41Q: 3 clusters Score -436893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -436896.500000 Penalty: 2756.778076
	Iteration 42Q: 3 clusters Score -436896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -436899.500000 Penalty: 2756.778076
	Iteration 43Q: 3 clusters Score -436899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -436901.062500 Penalty: 2756.778076
	Iteration 44Q: 3 clusters Score -436901.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -436905.312500 Penalty: 2756.778076
	Iteration 45Q: 3 clusters Score -436905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -436908.593750 Penalty: 2756.778076
	Iteration 46Q: 3 clusters Score -436908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -436911.687500 Penalty: 2756.778076
	Iteration 47Q: 3 clusters Score -436911.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -436912.125000 Penalty: 2756.778076
	Iteration 48Q: 3 clusters Score -436912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -436913.062500 Penalty: 2756.778076
	Iteration 49Q: 3 clusters Score -436913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -436913.187500 Penalty: 2756.778076
	Iteration 50Q: 3 clusters Score -436913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -436913.187500 Penalty: 2756.778076
	Iteration 51F: 3 clusters Score -436913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 34242 members 
Mstep: Class 6 contains 40019 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23797 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6519 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38668 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21039 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30139 members 
Mstep: Class 37 contains 25562 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 37898 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31108 members 
Mstep: Class 44 contains 4893 members 
Mstep: Class 45 contains 7501 members 
Mstep: Class 46 contains 1437 members 
Entering Unmasked Estep 
Score: -49781208.000000 Penalty: 98713.132812
Splitting cluster 12 changes total score from -49781556.000000 to -49781208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -437185.718750 Penalty: 1374.816772
	Iteration 0F: 2 clusters Score -437185.7 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 2420 members 
Entering Unmasked Estep 
Score: -433401.250000 Penalty: 2749.633545
	Iteration 0F: 3 clusters Score -433401.2 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -434505.250000 Penalty: 2749.633545
	Iteration 1F: 3 clusters Score -434505.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -434724.937500 Penalty: 2749.633545
	Iteration 2F: 3 clusters Score -434724.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -434881.187500 Penalty: 2749.633545
	Iteration 3F: 3 clusters Score -434881.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -434998.406250 Penalty: 2749.633545
	Iteration 4Q: 3 clusters Score -434998.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -435099.218750 Penalty: 2749.633545
	Iteration 5Q: 3 clusters Score -435099.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -435184.218750 Penalty: 2749.633545
	Iteration 6Q: 3 clusters Score -435184.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -435273.875000 Penalty: 2749.633545
	Iteration 7Q: 3 clusters Score -435273.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -435365.406250 Penalty: 2749.633545
	Iteration 8Q: 3 clusters Score -435365.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -435434.843750 Penalty: 2749.633545
	Iteration 9Q: 3 clusters Score -435434.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -435501.812500 Penalty: 2749.633545
	Iteration 10Q: 3 clusters Score -435501.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -435568.625000 Penalty: 2749.633545
	Iteration 11Q: 3 clusters Score -435568.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -435629.093750 Penalty: 2749.633545
	Iteration 12Q: 3 clusters Score -435629.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -435675.750000 Penalty: 2749.633545
	Iteration 13Q: 3 clusters Score -435675.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -435721.437500 Penalty: 2749.633545
	Iteration 14Q: 3 clusters Score -435721.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -435756.125000 Penalty: 2749.633545
	Iteration 15Q: 3 clusters Score -435756.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -435789.906250 Penalty: 2749.633545
	Iteration 16Q: 3 clusters Score -435789.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -435818.718750 Penalty: 2749.633545
	Iteration 17Q: 3 clusters Score -435818.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -435849.875000 Penalty: 2749.633545
	Iteration 18Q: 3 clusters Score -435849.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -435875.562500 Penalty: 2749.633545
	Iteration 19Q: 3 clusters Score -435875.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -435895.468750 Penalty: 2749.633545
	Iteration 20F: 3 clusters Score -435895.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -435907.718750 Penalty: 2749.633545
	Iteration 21Q: 3 clusters Score -435907.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -435920.312500 Penalty: 2749.633545
	Iteration 22Q: 3 clusters Score -435920.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -435933.312500 Penalty: 2749.633545
	Iteration 23Q: 3 clusters Score -435933.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -435949.281250 Penalty: 2749.633545
	Iteration 24Q: 3 clusters Score -435949.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -435962.593750 Penalty: 2749.633545
	Iteration 25Q: 3 clusters Score -435962.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -435977.531250 Penalty: 2749.633545
	Iteration 26Q: 3 clusters Score -435977.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -435988.187500 Penalty: 2749.633545
	Iteration 27Q: 3 clusters Score -435988.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -435994.812500 Penalty: 2749.633545
	Iteration 28Q: 3 clusters Score -435994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -436000.781250 Penalty: 2749.633545
	Iteration 29Q: 3 clusters Score -436000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -436004.812500 Penalty: 2749.633545
	Iteration 30Q: 3 clusters Score -436004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -436007.906250 Penalty: 2749.633545
	Iteration 31Q: 3 clusters Score -436007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -436013.875000 Penalty: 2749.633545
	Iteration 32Q: 3 clusters Score -436013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -436017.875000 Penalty: 2749.633545
	Iteration 33Q: 3 clusters Score -436017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -436017.812500 Penalty: 2749.633545
	Iteration 34Q: 3 clusters Score -436017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -436017.812500 Penalty: 2749.633545
	Iteration 35F: 3 clusters Score -436017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -553066.625000 Penalty: 1414.992798
	Iteration 0F: 2 clusters Score -553066.6 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 3041 members 
Entering Unmasked Estep 
Score: -548383.500000 Penalty: 2829.985596
	Iteration 0F: 3 clusters Score -548383.5 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -549773.187500 Penalty: 2829.985596
	Iteration 1F: 3 clusters Score -549773.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -549976.750000 Penalty: 2829.985596
	Iteration 2F: 3 clusters Score -549976.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -550150.500000 Penalty: 2829.985596
	Iteration 3F: 3 clusters Score -550150.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -550288.250000 Penalty: 2829.985596
	Iteration 4Q: 3 clusters Score -550288.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -550415.125000 Penalty: 2829.985596
	Iteration 5Q: 3 clusters Score -550415.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -550544.875000 Penalty: 2829.985596
	Iteration 6Q: 3 clusters Score -550544.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -550671.062500 Penalty: 2829.985596
	Iteration 7Q: 3 clusters Score -550671.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -550839.187500 Penalty: 2829.985596
	Iteration 8Q: 3 clusters Score -550839.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -551100.062500 Penalty: 2829.985596
	Iteration 9Q: 3 clusters Score -551100.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -551381.187500 Penalty: 2829.985596
	Iteration 10Q: 3 clusters Score -551381.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -551660.000000 Penalty: 2829.985596
	Iteration 11Q: 3 clusters Score -551660 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -551870.187500 Penalty: 2829.985596
	Iteration 12Q: 3 clusters Score -551870.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -552018.062500 Penalty: 2829.985596
	Iteration 13Q: 3 clusters Score -552018.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -552110.125000 Penalty: 2829.985596
	Iteration 14Q: 3 clusters Score -552110.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -552186.000000 Penalty: 2829.985596
	Iteration 15Q: 3 clusters Score -552186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -552241.250000 Penalty: 2829.985596
	Iteration 16Q: 3 clusters Score -552241.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -552271.125000 Penalty: 2829.985596
	Iteration 17Q: 3 clusters Score -552271.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -552291.312500 Penalty: 2829.985596
	Iteration 18Q: 3 clusters Score -552291.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -552311.812500 Penalty: 2829.985596
	Iteration 19Q: 3 clusters Score -552311.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -552331.125000 Penalty: 2829.985596
	Iteration 20F: 3 clusters Score -552331.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -552346.625000 Penalty: 2829.985596
	Iteration 21Q: 3 clusters Score -552346.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -552359.625000 Penalty: 2829.985596
	Iteration 22Q: 3 clusters Score -552359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -552366.437500 Penalty: 2829.985596
	Iteration 23Q: 3 clusters Score -552366.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -552376.187500 Penalty: 2829.985596
	Iteration 24Q: 3 clusters Score -552376.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -552384.875000 Penalty: 2829.985596
	Iteration 25Q: 3 clusters Score -552384.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -552397.187500 Penalty: 2829.985596
	Iteration 26Q: 3 clusters Score -552397.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -552408.250000 Penalty: 2829.985596
	Iteration 27Q: 3 clusters Score -552408.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -552421.000000 Penalty: 2829.985596
	Iteration 28Q: 3 clusters Score -552421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -552428.125000 Penalty: 2829.985596
	Iteration 29Q: 3 clusters Score -552428.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -552432.687500 Penalty: 2829.985596
	Iteration 30Q: 3 clusters Score -552432.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -552439.000000 Penalty: 2829.985596
	Iteration 31Q: 3 clusters Score -552439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -552443.250000 Penalty: 2829.985596
	Iteration 32Q: 3 clusters Score -552443.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -552448.312500 Penalty: 2829.985596
	Iteration 33Q: 3 clusters Score -552448.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -552452.125000 Penalty: 2829.985596
	Iteration 34Q: 3 clusters Score -552452.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -552459.062500 Penalty: 2829.985596
	Iteration 35Q: 3 clusters Score -552459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -552462.062500 Penalty: 2829.985596
	Iteration 36Q: 3 clusters Score -552462.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -552463.625000 Penalty: 2829.985596
	Iteration 37Q: 3 clusters Score -552463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -552465.500000 Penalty: 2829.985596
	Iteration 38Q: 3 clusters Score -552465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -552467.000000 Penalty: 2829.985596
	Iteration 39Q: 3 clusters Score -552467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -552466.812500 Penalty: 2829.985596
	Iteration 40F: 3 clusters Score -552466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -552468.000000 Penalty: 2829.985596
	Iteration 41Q: 3 clusters Score -552468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -552468.687500 Penalty: 2829.985596
	Iteration 42Q: 3 clusters Score -552468.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -552469.625000 Penalty: 2829.985596
	Iteration 43Q: 3 clusters Score -552469.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -552471.625000 Penalty: 2829.985596
	Iteration 44Q: 3 clusters Score -552471.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -552473.437500 Penalty: 2829.985596
	Iteration 45Q: 3 clusters Score -552473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -552474.000000 Penalty: 2829.985596
	Iteration 46Q: 3 clusters Score -552474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -552473.687500 Penalty: 2829.985596
	Iteration 47Q: 3 clusters Score -552473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -552475.437500 Penalty: 2829.985596
	Iteration 48Q: 3 clusters Score -552475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -552475.000000 Penalty: 2829.985596
	Iteration 49Q: 3 clusters Score -552475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -552476.062500 Penalty: 2829.985596
	Iteration 50Q: 3 clusters Score -552476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -552478.312500 Penalty: 2829.985596
	Iteration 51Q: 3 clusters Score -552478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -552478.437500 Penalty: 2829.985596
	Iteration 52Q: 3 clusters Score -552478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -552479.187500 Penalty: 2829.985596
	Iteration 53Q: 3 clusters Score -552479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -552478.875000 Penalty: 2829.985596
	Iteration 54Q: 3 clusters Score -552478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -552478.750000 Penalty: 2829.985596
	Iteration 55Q: 3 clusters Score -552478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -552478.562500 Penalty: 2829.985596
	Iteration 56Q: 3 clusters Score -552478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -552478.562500 Penalty: 2829.985596
	Iteration 57F: 3 clusters Score -552478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -214016.031250 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -214016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -211727.437500 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -211727.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -212225.062500 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -212225.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -212359.015625 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -212359 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -212436.640625 Penalty: 2515.574707
	Iteration 3F: 3 clusters Score -212436.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -212493.265625 Penalty: 2515.574707
	Iteration 4Q: 3 clusters Score -212493.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -212551.046875 Penalty: 2515.574707
	Iteration 5Q: 3 clusters Score -212551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -212595.656250 Penalty: 2515.574707
	Iteration 6Q: 3 clusters Score -212595.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -212633.265625 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -212633.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -212672.421875 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -212672.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -212700.906250 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -212700.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -212722.609375 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -212722.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -212746.859375 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -212746.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -212766.953125 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -212767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -212788.062500 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -212788.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -212803.640625 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -212803.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -212824.093750 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -212824.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -212848.406250 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -212848.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -212881.906250 Penalty: 2515.574707
	Iteration 17Q: 3 clusters Score -212881.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -212922.562500 Penalty: 2515.574707
	Iteration 18Q: 3 clusters Score -212922.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -212954.656250 Penalty: 2515.574707
	Iteration 19Q: 3 clusters Score -212954.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -212979.765625 Penalty: 2515.574707
	Iteration 20F: 3 clusters Score -212979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -213000.000000 Penalty: 2515.574707
	Iteration 21Q: 3 clusters Score -213000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -213032.703125 Penalty: 2515.574707
	Iteration 22Q: 3 clusters Score -213032.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -213077.218750 Penalty: 2515.574707
	Iteration 23Q: 3 clusters Score -213077.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -213131.109375 Penalty: 2515.574707
	Iteration 24Q: 3 clusters Score -213131.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -213190.593750 Penalty: 2515.574707
	Iteration 25Q: 3 clusters Score -213190.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -213301.531250 Penalty: 2515.574707
	Iteration 26Q: 3 clusters Score -213301.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -213425.296875 Penalty: 2515.574707
	Iteration 27Q: 3 clusters Score -213425.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -213526.734375 Penalty: 2515.574707
	Iteration 28Q: 3 clusters Score -213526.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -213584.312500 Penalty: 2515.574707
	Iteration 29Q: 3 clusters Score -213584.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -213624.046875 Penalty: 2515.574707
	Iteration 30Q: 3 clusters Score -213624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -213640.328125 Penalty: 2515.574707
	Iteration 31Q: 3 clusters Score -213640.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -213647.093750 Penalty: 2515.574707
	Iteration 32Q: 3 clusters Score -213647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -213650.171875 Penalty: 2515.574707
	Iteration 33Q: 3 clusters Score -213650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -213652.359375 Penalty: 2515.574707
	Iteration 34Q: 3 clusters Score -213652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -213654.203125 Penalty: 2515.574707
	Iteration 35Q: 3 clusters Score -213654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -213656.578125 Penalty: 2515.574707
	Iteration 36Q: 3 clusters Score -213656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -213659.250000 Penalty: 2515.574707
	Iteration 37Q: 3 clusters Score -213659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -213660.390625 Penalty: 2515.574707
	Iteration 38F: 3 clusters Score -213660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -213662.187500 Penalty: 2515.574707
	Iteration 39Q: 3 clusters Score -213662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -213662.187500 Penalty: 2515.574707
	Iteration 40F: 3 clusters Score -213662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Entering Unmasked Estep 
Score: -3904678.000000 Penalty: 1724.931885
	Iteration 0F: 2 clusters Score -3904678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3880553.250000 Penalty: 3449.863770
	Iteration 0F: 3 clusters Score -3880553 nChanged 19027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3891211.500000 Penalty: 3449.863770
	Iteration 1F: 3 clusters Score -3891212 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3891712.250000 Penalty: 3449.863770
	Iteration 2Q: 3 clusters Score -3891712 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3892207.750000 Penalty: 3449.863770
	Iteration 3Q: 3 clusters Score -3892208 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3892795.500000 Penalty: 3449.863770
	Iteration 4Q: 3 clusters Score -3892796 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -3893467.250000 Penalty: 3449.863770
	Iteration 5Q: 3 clusters Score -3893467 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3894259.500000 Penalty: 3449.863770
	Iteration 6Q: 3 clusters Score -3894260 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3895179.000000 Penalty: 3449.863770
	Iteration 7F: 3 clusters Score -3895179 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3896040.500000 Penalty: 3449.863770
	Iteration 8F: 3 clusters Score -3896040 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3896861.000000 Penalty: 3449.863770
	Iteration 9Q: 3 clusters Score -3896861 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3897644.250000 Penalty: 3449.863770
	Iteration 10Q: 3 clusters Score -3897644 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3898348.500000 Penalty: 3449.863770
	Iteration 11Q: 3 clusters Score -3898348 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3899177.500000 Penalty: 3449.863770
	Iteration 12Q: 3 clusters Score -3899178 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3900196.250000 Penalty: 3449.863770
	Iteration 13Q: 3 clusters Score -3900196 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3901089.500000 Penalty: 3449.863770
	Iteration 14Q: 3 clusters Score -3901090 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3901690.750000 Penalty: 3449.863770
	Iteration 15Q: 3 clusters Score -3901691 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3902098.000000 Penalty: 3449.863770
	Iteration 16Q: 3 clusters Score -3902098 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3902414.250000 Penalty: 3449.863770
	Iteration 17Q: 3 clusters Score -3902414 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3902680.250000 Penalty: 3449.863770
	Iteration 18Q: 3 clusters Score -3902680 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3902898.750000 Penalty: 3449.863770
	Iteration 19Q: 3 clusters Score -3902899 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3903157.750000 Penalty: 3449.863770
	Iteration 20F: 3 clusters Score -3903158 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3903402.000000 Penalty: 3449.863770
	Iteration 21Q: 3 clusters Score -3903402 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3903683.250000 Penalty: 3449.863770
	Iteration 22Q: 3 clusters Score -3903683 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3903939.250000 Penalty: 3449.863770
	Iteration 23Q: 3 clusters Score -3903939 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3904144.750000 Penalty: 3449.863770
	Iteration 24Q: 3 clusters Score -3904145 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3904201.000000 Penalty: 3449.863770
	Iteration 25Q: 3 clusters Score -3904201 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3904237.750000 Penalty: 3449.863770
	Iteration 26Q: 3 clusters Score -3904238 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3904245.750000 Penalty: 3449.863770
	Iteration 27Q: 3 clusters Score -3904246 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3904242.250000 Penalty: 3449.863770
	Iteration 28Q: 3 clusters Score -3904242 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3904229.250000 Penalty: 3449.863770
	Iteration 29Q: 3 clusters Score -3904229 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3904203.250000 Penalty: 3449.863770
	Iteration 30Q: 3 clusters Score -3904203 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3904195.500000 Penalty: 3449.863770
	Iteration 31Q: 3 clusters Score -3904196 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3904181.250000 Penalty: 3449.863770
	Iteration 32Q: 3 clusters Score -3904181 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3904186.750000 Penalty: 3449.863770
	Iteration 33Q: 3 clusters Score -3904187 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3904156.500000 Penalty: 3449.863770
	Iteration 34Q: 3 clusters Score -3904156 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3904135.250000 Penalty: 3449.863770
	Iteration 35Q: 3 clusters Score -3904135 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3904111.250000 Penalty: 3449.863770
	Iteration 36Q: 3 clusters Score -3904111 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3904074.750000 Penalty: 3449.863770
	Iteration 37Q: 3 clusters Score -3904075 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3904048.750000 Penalty: 3449.863770
	Iteration 38Q: 3 clusters Score -3904049 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3904017.500000 Penalty: 3449.863770
	Iteration 39Q: 3 clusters Score -3904018 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3904002.750000 Penalty: 3449.863770
	Iteration 40F: 3 clusters Score -3904003 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3903995.000000 Penalty: 3449.863770
	Iteration 41Q: 3 clusters Score -3903995 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3903976.250000 Penalty: 3449.863770
	Iteration 42Q: 3 clusters Score -3903976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3903956.000000 Penalty: 3449.863770
	Iteration 43Q: 3 clusters Score -3903956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3903922.750000 Penalty: 3449.863770
	Iteration 44Q: 3 clusters Score -3903923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3903909.000000 Penalty: 3449.863770
	Iteration 45Q: 3 clusters Score -3903909 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3903897.250000 Penalty: 3449.863770
	Iteration 46Q: 3 clusters Score -3903897 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3903873.250000 Penalty: 3449.863770
	Iteration 47Q: 3 clusters Score -3903873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3903844.750000 Penalty: 3449.863770
	Iteration 48Q: 3 clusters Score -3903845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3903846.500000 Penalty: 3449.863770
	Iteration 49Q: 3 clusters Score -3903846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3903842.000000 Penalty: 3449.863770
	Iteration 50Q: 3 clusters Score -3903842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3903849.250000 Penalty: 3449.863770
	Iteration 51Q: 3 clusters Score -3903849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3903842.250000 Penalty: 3449.863770
	Iteration 52Q: 3 clusters Score -3903842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3903842.250000 Penalty: 3449.863770
	Iteration 53Q: 3 clusters Score -3903842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3903836.750000 Penalty: 3449.863770
	Iteration 54Q: 3 clusters Score -3903837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3903821.750000 Penalty: 3449.863770
	Iteration 55Q: 3 clusters Score -3903822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3903817.750000 Penalty: 3449.863770
	Iteration 56Q: 3 clusters Score -3903818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3903813.500000 Penalty: 3449.863770
	Iteration 57Q: 3 clusters Score -3903814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3903806.250000 Penalty: 3449.863770
	Iteration 58Q: 3 clusters Score -3903806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3903804.250000 Penalty: 3449.863770
	Iteration 59Q: 3 clusters Score -3903804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3903803.750000 Penalty: 3449.863770
	Iteration 60F: 3 clusters Score -3903804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3903792.750000 Penalty: 3449.863770
	Iteration 61Q: 3 clusters Score -3903793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3903796.500000 Penalty: 3449.863770
	Iteration 62Q: 3 clusters Score -3903796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3903794.500000 Penalty: 3449.863770
	Iteration 63Q: 3 clusters Score -3903794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3903799.500000 Penalty: 3449.863770
	Iteration 64Q: 3 clusters Score -3903800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3903796.000000 Penalty: 3449.863770
	Iteration 65Q: 3 clusters Score -3903796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3903796.000000 Penalty: 3449.863770
	Iteration 66Q: 3 clusters Score -3903796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3903790.750000 Penalty: 3449.863770
	Iteration 67Q: 3 clusters Score -3903791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3903792.500000 Penalty: 3449.863770
	Iteration 68Q: 3 clusters Score -3903792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3903781.750000 Penalty: 3449.863770
	Iteration 69Q: 3 clusters Score -3903782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3903783.250000 Penalty: 3449.863770
	Iteration 70Q: 3 clusters Score -3903783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3903781.750000 Penalty: 3449.863770
	Iteration 71Q: 3 clusters Score -3903782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3903784.250000 Penalty: 3449.863770
	Iteration 72Q: 3 clusters Score -3903784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3903778.750000 Penalty: 3449.863770
	Iteration 73Q: 3 clusters Score -3903779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3903776.000000 Penalty: 3449.863770
	Iteration 74Q: 3 clusters Score -3903776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3903777.750000 Penalty: 3449.863770
	Iteration 75Q: 3 clusters Score -3903778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3903776.250000 Penalty: 3449.863770
	Iteration 76Q: 3 clusters Score -3903776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3903779.000000 Penalty: 3449.863770
	Iteration 77Q: 3 clusters Score -3903779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3903768.500000 Penalty: 3449.863770
	Iteration 78Q: 3 clusters Score -3903768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3903767.250000 Penalty: 3449.863770
	Iteration 79Q: 3 clusters Score -3903767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3903766.750000 Penalty: 3449.863770
	Iteration 80F: 3 clusters Score -3903767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -138774.000000 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -138774 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 788 members 
Entering Unmasked Estep 
Score: -136947.859375 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -136947.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -137298.078125 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -137298.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -137427.515625 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -137427.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -137527.078125 Penalty: 2387.663086
	Iteration 3F: 3 clusters Score -137527.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -137609.984375 Penalty: 2387.663086
	Iteration 4Q: 3 clusters Score -137610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -137684.531250 Penalty: 2387.663086
	Iteration 5Q: 3 clusters Score -137684.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -137748.953125 Penalty: 2387.663086
	Iteration 6Q: 3 clusters Score -137749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -137800.687500 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -137800.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -137852.640625 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -137852.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -137919.859375 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -137919.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -137987.312500 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -137987.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -138066.359375 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -138066.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -138143.140625 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -138143.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138279.828125 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -138279.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -138481.515625 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -138481.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -138741.421875 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -138741.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -138853.984375 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -138854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -138886.406250 Penalty: 2387.663086
	Iteration 17Q: 3 clusters Score -138886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -138890.640625 Penalty: 2387.663086
	Iteration 18Q: 3 clusters Score -138890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138891.500000 Penalty: 2387.663086
	Iteration 19Q: 3 clusters Score -138891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138903.625000 Penalty: 2387.663086
	Iteration 20F: 3 clusters Score -138903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138921.625000 Penalty: 2387.663086
	Iteration 21Q: 3 clusters Score -138921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138921.625000 Penalty: 2387.663086
	Iteration 22F: 3 clusters Score -138921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 34242 members 
Mstep: Class 6 contains 40019 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23797 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6519 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38668 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21039 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30139 members 
Mstep: Class 37 contains 25562 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 37898 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31108 members 
Mstep: Class 44 contains 4893 members 
Mstep: Class 45 contains 7501 members 
Mstep: Class 46 contains 896 members 
Entering Unmasked Estep 
Score: -49781028.000000 Penalty: 98713.132812
Splitting cluster 17 changes total score from -49781556.000000 to -49781028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (20852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Entering Unmasked Estep 
Score: -2059415.375000 Penalty: 1616.095825
	Iteration 0F: 2 clusters Score -2059415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2045300.750000 Penalty: 3232.191650
	Iteration 0F: 3 clusters Score -2045301 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2050393.375000 Penalty: 3232.191650
	Iteration 1F: 3 clusters Score -2050393 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2050776.250000 Penalty: 3232.191650
	Iteration 2F: 3 clusters Score -2050776 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2051125.500000 Penalty: 3232.191650
	Iteration 3Q: 3 clusters Score -2051126 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2051519.000000 Penalty: 3232.191650
	Iteration 4Q: 3 clusters Score -2051519 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2052071.250000 Penalty: 3232.191650
	Iteration 5Q: 3 clusters Score -2052071 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2052838.625000 Penalty: 3232.191650
	Iteration 6F: 3 clusters Score -2052839 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2053847.125000 Penalty: 3232.191650
	Iteration 7F: 3 clusters Score -2053847 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2055062.375000 Penalty: 3232.191650
	Iteration 8F: 3 clusters Score -2055062 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2056138.625000 Penalty: 3232.191650
	Iteration 9F: 3 clusters Score -2056139 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2056937.625000 Penalty: 3232.191650
	Iteration 10Q: 3 clusters Score -2056938 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2057449.500000 Penalty: 3232.191650
	Iteration 11Q: 3 clusters Score -2057450 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2057705.000000 Penalty: 3232.191650
	Iteration 12Q: 3 clusters Score -2057705 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2057811.000000 Penalty: 3232.191650
	Iteration 13Q: 3 clusters Score -2057811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2057875.250000 Penalty: 3232.191650
	Iteration 14Q: 3 clusters Score -2057875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2057917.500000 Penalty: 3232.191650
	Iteration 15Q: 3 clusters Score -2057918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2057955.000000 Penalty: 3232.191650
	Iteration 16Q: 3 clusters Score -2057955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2057968.125000 Penalty: 3232.191650
	Iteration 17Q: 3 clusters Score -2057968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2057983.875000 Penalty: 3232.191650
	Iteration 18Q: 3 clusters Score -2057984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2057997.375000 Penalty: 3232.191650
	Iteration 19Q: 3 clusters Score -2057997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2058001.375000 Penalty: 3232.191650
	Iteration 20F: 3 clusters Score -2058001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2058005.000000 Penalty: 3232.191650
	Iteration 21Q: 3 clusters Score -2058005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2058007.000000 Penalty: 3232.191650
	Iteration 22Q: 3 clusters Score -2058007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2058007.000000 Penalty: 3232.191650
	Iteration 23F: 3 clusters Score -2058007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -171346.718750 Penalty: 1226.896973
	Iteration 0F: 2 clusters Score -171346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -169317.234375 Penalty: 2453.793945
	Iteration 0F: 3 clusters Score -169317.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -169956.937500 Penalty: 2453.793945
	Iteration 1F: 3 clusters Score -169956.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -170390.765625 Penalty: 2453.793945
	Iteration 2F: 3 clusters Score -170390.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -170753.218750 Penalty: 2453.793945
	Iteration 3F: 3 clusters Score -170753.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -171009.781250 Penalty: 2453.793945
	Iteration 4F: 3 clusters Score -171009.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -171158.187500 Penalty: 2453.793945
	Iteration 5Q: 3 clusters Score -171158.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -171267.578125 Penalty: 2453.793945
	Iteration 6Q: 3 clusters Score -171267.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -171382.468750 Penalty: 2453.793945
	Iteration 7Q: 3 clusters Score -171382.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -171472.203125 Penalty: 2453.793945
	Iteration 8Q: 3 clusters Score -171472.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171520.203125 Penalty: 2453.793945
	Iteration 9Q: 3 clusters Score -171520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171525.468750 Penalty: 2453.793945
	Iteration 10Q: 3 clusters Score -171525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -171527.218750 Penalty: 2453.793945
	Iteration 11Q: 3 clusters Score -171527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -171527.812500 Penalty: 2453.793945
	Iteration 12Q: 3 clusters Score -171527.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -171527.812500 Penalty: 2453.793945
	Iteration 13F: 3 clusters Score -171527.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 34242 members 
Mstep: Class 6 contains 40019 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23797 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6519 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38668 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21039 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30139 members 
Mstep: Class 37 contains 25562 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 37898 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31108 members 
Mstep: Class 44 contains 4893 members 
Mstep: Class 45 contains 7501 members 
Mstep: Class 46 contains 1115 members 
Entering Unmasked Estep 
Score: -49781040.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49781556.000000 to -49781040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Entering Unmasked Estep 
Score: -499743.656250 Penalty: 1411.352539
	Iteration 0F: 2 clusters Score -499743.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -495205.187500 Penalty: 2822.705078
	Iteration 0F: 3 clusters Score -495205.2 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -496561.125000 Penalty: 2822.705078
	Iteration 1F: 3 clusters Score -496561.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -496772.656250 Penalty: 2822.705078
	Iteration 2F: 3 clusters Score -496772.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -496902.093750 Penalty: 2822.705078
	Iteration 3F: 3 clusters Score -496902.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -496989.562500 Penalty: 2822.705078
	Iteration 4Q: 3 clusters Score -496989.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -497077.906250 Penalty: 2822.705078
	Iteration 5Q: 3 clusters Score -497077.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -497160.000000 Penalty: 2822.705078
	Iteration 6Q: 3 clusters Score -497160 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -497227.000000 Penalty: 2822.705078
	Iteration 7Q: 3 clusters Score -497227 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -497297.281250 Penalty: 2822.705078
	Iteration 8Q: 3 clusters Score -497297.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -497378.812500 Penalty: 2822.705078
	Iteration 9Q: 3 clusters Score -497378.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -497467.531250 Penalty: 2822.705078
	Iteration 10Q: 3 clusters Score -497467.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -497573.375000 Penalty: 2822.705078
	Iteration 11Q: 3 clusters Score -497573.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -497717.281250 Penalty: 2822.705078
	Iteration 12Q: 3 clusters Score -497717.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -497868.531250 Penalty: 2822.705078
	Iteration 13Q: 3 clusters Score -497868.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -497995.156250 Penalty: 2822.705078
	Iteration 14Q: 3 clusters Score -497995.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -498106.812500 Penalty: 2822.705078
	Iteration 15Q: 3 clusters Score -498106.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -498225.937500 Penalty: 2822.705078
	Iteration 16Q: 3 clusters Score -498225.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -498328.906250 Penalty: 2822.705078
	Iteration 17Q: 3 clusters Score -498328.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -498425.812500 Penalty: 2822.705078
	Iteration 18Q: 3 clusters Score -498425.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -498515.156250 Penalty: 2822.705078
	Iteration 19Q: 3 clusters Score -498515.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -498592.593750 Penalty: 2822.705078
	Iteration 20F: 3 clusters Score -498592.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -498665.625000 Penalty: 2822.705078
	Iteration 21Q: 3 clusters Score -498665.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -498712.250000 Penalty: 2822.705078
	Iteration 22Q: 3 clusters Score -498712.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -498755.937500 Penalty: 2822.705078
	Iteration 23Q: 3 clusters Score -498755.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -498788.250000 Penalty: 2822.705078
	Iteration 24Q: 3 clusters Score -498788.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -498818.906250 Penalty: 2822.705078
	Iteration 25Q: 3 clusters Score -498818.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -498838.781250 Penalty: 2822.705078
	Iteration 26Q: 3 clusters Score -498838.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -498852.062500 Penalty: 2822.705078
	Iteration 27Q: 3 clusters Score -498852.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -498858.187500 Penalty: 2822.705078
	Iteration 28Q: 3 clusters Score -498858.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -498864.062500 Penalty: 2822.705078
	Iteration 29Q: 3 clusters Score -498864.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -498875.781250 Penalty: 2822.705078
	Iteration 30Q: 3 clusters Score -498875.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -498886.156250 Penalty: 2822.705078
	Iteration 31Q: 3 clusters Score -498886.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -498893.531250 Penalty: 2822.705078
	Iteration 32Q: 3 clusters Score -498893.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -498903.875000 Penalty: 2822.705078
	Iteration 33Q: 3 clusters Score -498903.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -498914.218750 Penalty: 2822.705078
	Iteration 34Q: 3 clusters Score -498914.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -498923.906250 Penalty: 2822.705078
	Iteration 35Q: 3 clusters Score -498923.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -498932.375000 Penalty: 2822.705078
	Iteration 36Q: 3 clusters Score -498932.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -498936.375000 Penalty: 2822.705078
	Iteration 37Q: 3 clusters Score -498936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -498938.468750 Penalty: 2822.705078
	Iteration 38Q: 3 clusters Score -498938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -498939.750000 Penalty: 2822.705078
	Iteration 39Q: 3 clusters Score -498939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -498941.937500 Penalty: 2822.705078
	Iteration 40F: 3 clusters Score -498941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -498943.781250 Penalty: 2822.705078
	Iteration 41Q: 3 clusters Score -498943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -498947.437500 Penalty: 2822.705078
	Iteration 42Q: 3 clusters Score -498947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -498953.218750 Penalty: 2822.705078
	Iteration 43Q: 3 clusters Score -498953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -498955.968750 Penalty: 2822.705078
	Iteration 44Q: 3 clusters Score -498956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -498962.062500 Penalty: 2822.705078
	Iteration 45Q: 3 clusters Score -498962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -498968.687500 Penalty: 2822.705078
	Iteration 46Q: 3 clusters Score -498968.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -498980.656250 Penalty: 2822.705078
	Iteration 47Q: 3 clusters Score -498980.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -498990.593750 Penalty: 2822.705078
	Iteration 48Q: 3 clusters Score -498990.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -499000.187500 Penalty: 2822.705078
	Iteration 49Q: 3 clusters Score -499000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -499006.375000 Penalty: 2822.705078
	Iteration 50Q: 3 clusters Score -499006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -499013.343750 Penalty: 2822.705078
	Iteration 51Q: 3 clusters Score -499013.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -499019.156250 Penalty: 2822.705078
	Iteration 52Q: 3 clusters Score -499019.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -499023.437500 Penalty: 2822.705078
	Iteration 53Q: 3 clusters Score -499023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -499025.843750 Penalty: 2822.705078
	Iteration 54Q: 3 clusters Score -499025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -499028.156250 Penalty: 2822.705078
	Iteration 55Q: 3 clusters Score -499028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -499029.593750 Penalty: 2822.705078
	Iteration 56Q: 3 clusters Score -499029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -499029.843750 Penalty: 2822.705078
	Iteration 57Q: 3 clusters Score -499029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -499031.843750 Penalty: 2822.705078
	Iteration 58Q: 3 clusters Score -499031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -499031.500000 Penalty: 2822.705078
	Iteration 59Q: 3 clusters Score -499031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -499031.531250 Penalty: 2822.705078
	Iteration 60F: 3 clusters Score -499031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -499032.500000 Penalty: 2822.705078
	Iteration 61Q: 3 clusters Score -499032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -499032.812500 Penalty: 2822.705078
	Iteration 62Q: 3 clusters Score -499032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -499035.031250 Penalty: 2822.705078
	Iteration 63Q: 3 clusters Score -499035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -499036.312500 Penalty: 2822.705078
	Iteration 64Q: 3 clusters Score -499036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -499035.531250 Penalty: 2822.705078
	Iteration 65Q: 3 clusters Score -499035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -499036.093750 Penalty: 2822.705078
	Iteration 66Q: 3 clusters Score -499036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -499037.062500 Penalty: 2822.705078
	Iteration 67Q: 3 clusters Score -499037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -499037.875000 Penalty: 2822.705078
	Iteration 68Q: 3 clusters Score -499037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -499037.875000 Penalty: 2822.705078
	Iteration 69F: 3 clusters Score -499037.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Entering Unmasked Estep 
Score: -471438.250000 Penalty: 1386.174805
	Iteration 0F: 2 clusters Score -471438.2 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 2588 members 
Entering Unmasked Estep 
Score: -467456.343750 Penalty: 2772.349609
	Iteration 0F: 3 clusters Score -467456.3 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -468557.625000 Penalty: 2772.349609
	Iteration 1F: 3 clusters Score -468557.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -468742.125000 Penalty: 2772.349609
	Iteration 2F: 3 clusters Score -468742.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -468871.593750 Penalty: 2772.349609
	Iteration 3F: 3 clusters Score -468871.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -468984.343750 Penalty: 2772.349609
	Iteration 4Q: 3 clusters Score -468984.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -469092.781250 Penalty: 2772.349609
	Iteration 5Q: 3 clusters Score -469092.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -469208.093750 Penalty: 2772.349609
	Iteration 6Q: 3 clusters Score -469208.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -469318.750000 Penalty: 2772.349609
	Iteration 7Q: 3 clusters Score -469318.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -469443.031250 Penalty: 2772.349609
	Iteration 8Q: 3 clusters Score -469443 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -469571.812500 Penalty: 2772.349609
	Iteration 9Q: 3 clusters Score -469571.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -469702.687500 Penalty: 2772.349609
	Iteration 10Q: 3 clusters Score -469702.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -469829.687500 Penalty: 2772.349609
	Iteration 11Q: 3 clusters Score -469829.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -469944.156250 Penalty: 2772.349609
	Iteration 12Q: 3 clusters Score -469944.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -470072.000000 Penalty: 2772.349609
	Iteration 13Q: 3 clusters Score -470072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -470183.718750 Penalty: 2772.349609
	Iteration 14Q: 3 clusters Score -470183.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -470291.781250 Penalty: 2772.349609
	Iteration 15Q: 3 clusters Score -470291.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -470393.593750 Penalty: 2772.349609
	Iteration 16Q: 3 clusters Score -470393.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -470457.031250 Penalty: 2772.349609
	Iteration 17Q: 3 clusters Score -470457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -470491.562500 Penalty: 2772.349609
	Iteration 18Q: 3 clusters Score -470491.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -470517.093750 Penalty: 2772.349609
	Iteration 19Q: 3 clusters Score -470517.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -470543.562500 Penalty: 2772.349609
	Iteration 20F: 3 clusters Score -470543.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -470565.125000 Penalty: 2772.349609
	Iteration 21Q: 3 clusters Score -470565.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -470576.562500 Penalty: 2772.349609
	Iteration 22Q: 3 clusters Score -470576.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -470589.625000 Penalty: 2772.349609
	Iteration 23Q: 3 clusters Score -470589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -470598.250000 Penalty: 2772.349609
	Iteration 24Q: 3 clusters Score -470598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -470602.718750 Penalty: 2772.349609
	Iteration 25Q: 3 clusters Score -470602.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -470610.875000 Penalty: 2772.349609
	Iteration 26Q: 3 clusters Score -470610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -470615.562500 Penalty: 2772.349609
	Iteration 27Q: 3 clusters Score -470615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -470616.687500 Penalty: 2772.349609
	Iteration 28Q: 3 clusters Score -470616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -470616.781250 Penalty: 2772.349609
	Iteration 29Q: 3 clusters Score -470616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -470616.781250 Penalty: 2772.349609
	Iteration 30Q: 3 clusters Score -470616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -470617.281250 Penalty: 2772.349609
	Iteration 31Q: 3 clusters Score -470617.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -470617.281250 Penalty: 2772.349609
	Iteration 32F: 3 clusters Score -470617.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -438271.562500 Penalty: 1379.863037
	Iteration 0F: 2 clusters Score -438271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -434416.781250 Penalty: 2759.726074
	Iteration 0F: 3 clusters Score -434416.8 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -435538.281250 Penalty: 2759.726074
	Iteration 1F: 3 clusters Score -435538.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -435740.875000 Penalty: 2759.726074
	Iteration 2F: 3 clusters Score -435740.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -435866.531250 Penalty: 2759.726074
	Iteration 3F: 3 clusters Score -435866.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -435973.625000 Penalty: 2759.726074
	Iteration 4Q: 3 clusters Score -435973.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -436079.531250 Penalty: 2759.726074
	Iteration 5Q: 3 clusters Score -436079.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -436185.250000 Penalty: 2759.726074
	Iteration 6Q: 3 clusters Score -436185.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -436286.187500 Penalty: 2759.726074
	Iteration 7Q: 3 clusters Score -436286.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -436421.218750 Penalty: 2759.726074
	Iteration 8Q: 3 clusters Score -436421.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -436541.187500 Penalty: 2759.726074
	Iteration 9Q: 3 clusters Score -436541.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -436649.750000 Penalty: 2759.726074
	Iteration 10Q: 3 clusters Score -436649.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -436743.406250 Penalty: 2759.726074
	Iteration 11Q: 3 clusters Score -436743.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -436816.218750 Penalty: 2759.726074
	Iteration 12Q: 3 clusters Score -436816.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -436873.875000 Penalty: 2759.726074
	Iteration 13Q: 3 clusters Score -436873.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -436913.468750 Penalty: 2759.726074
	Iteration 14Q: 3 clusters Score -436913.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -436939.593750 Penalty: 2759.726074
	Iteration 15Q: 3 clusters Score -436939.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -436962.656250 Penalty: 2759.726074
	Iteration 16Q: 3 clusters Score -436962.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -436981.406250 Penalty: 2759.726074
	Iteration 17Q: 3 clusters Score -436981.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -437001.187500 Penalty: 2759.726074
	Iteration 18Q: 3 clusters Score -437001.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -437013.187500 Penalty: 2759.726074
	Iteration 19Q: 3 clusters Score -437013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -437022.625000 Penalty: 2759.726074
	Iteration 20F: 3 clusters Score -437022.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -437035.937500 Penalty: 2759.726074
	Iteration 21Q: 3 clusters Score -437035.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -437049.625000 Penalty: 2759.726074
	Iteration 22Q: 3 clusters Score -437049.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -437058.406250 Penalty: 2759.726074
	Iteration 23Q: 3 clusters Score -437058.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -437066.218750 Penalty: 2759.726074
	Iteration 24Q: 3 clusters Score -437066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -437073.593750 Penalty: 2759.726074
	Iteration 25Q: 3 clusters Score -437073.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -437082.031250 Penalty: 2759.726074
	Iteration 26Q: 3 clusters Score -437082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -437091.937500 Penalty: 2759.726074
	Iteration 27Q: 3 clusters Score -437091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -437100.656250 Penalty: 2759.726074
	Iteration 28Q: 3 clusters Score -437100.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -437105.875000 Penalty: 2759.726074
	Iteration 29Q: 3 clusters Score -437105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -437109.218750 Penalty: 2759.726074
	Iteration 30Q: 3 clusters Score -437109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -437110.250000 Penalty: 2759.726074
	Iteration 31Q: 3 clusters Score -437110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -437111.281250 Penalty: 2759.726074
	Iteration 32Q: 3 clusters Score -437111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -437112.000000 Penalty: 2759.726074
	Iteration 33Q: 3 clusters Score -437112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -437112.000000 Penalty: 2759.726074
	Iteration 34F: 3 clusters Score -437112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -596755.375000 Penalty: 1427.152466
	Iteration 0F: 2 clusters Score -596755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -591843.375000 Penalty: 2854.304932
	Iteration 0F: 3 clusters Score -591843.4 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -593271.937500 Penalty: 2854.304932
	Iteration 1F: 3 clusters Score -593271.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -593489.312500 Penalty: 2854.304932
	Iteration 2F: 3 clusters Score -593489.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -593674.812500 Penalty: 2854.304932
	Iteration 3F: 3 clusters Score -593674.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -593843.312500 Penalty: 2854.304932
	Iteration 4Q: 3 clusters Score -593843.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -594032.937500 Penalty: 2854.304932
	Iteration 5Q: 3 clusters Score -594032.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -594240.312500 Penalty: 2854.304932
	Iteration 6Q: 3 clusters Score -594240.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -594486.562500 Penalty: 2854.304932
	Iteration 7Q: 3 clusters Score -594486.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -594733.562500 Penalty: 2854.304932
	Iteration 8Q: 3 clusters Score -594733.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -594998.250000 Penalty: 2854.304932
	Iteration 9Q: 3 clusters Score -594998.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -595277.500000 Penalty: 2854.304932
	Iteration 10Q: 3 clusters Score -595277.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -595553.312500 Penalty: 2854.304932
	Iteration 11Q: 3 clusters Score -595553.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -595782.750000 Penalty: 2854.304932
	Iteration 12Q: 3 clusters Score -595782.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -595919.000000 Penalty: 2854.304932
	Iteration 13Q: 3 clusters Score -595919 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -596018.500000 Penalty: 2854.304932
	Iteration 14Q: 3 clusters Score -596018.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -596104.062500 Penalty: 2854.304932
	Iteration 15Q: 3 clusters Score -596104.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -596145.625000 Penalty: 2854.304932
	Iteration 16Q: 3 clusters Score -596145.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -596177.125000 Penalty: 2854.304932
	Iteration 17Q: 3 clusters Score -596177.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -596203.500000 Penalty: 2854.304932
	Iteration 18Q: 3 clusters Score -596203.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -596217.687500 Penalty: 2854.304932
	Iteration 19Q: 3 clusters Score -596217.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -596224.687500 Penalty: 2854.304932
	Iteration 20F: 3 clusters Score -596224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -596227.875000 Penalty: 2854.304932
	Iteration 21Q: 3 clusters Score -596227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -596231.562500 Penalty: 2854.304932
	Iteration 22Q: 3 clusters Score -596231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -596230.750000 Penalty: 2854.304932
	Iteration 23Q: 3 clusters Score -596230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -596231.375000 Penalty: 2854.304932
	Iteration 24Q: 3 clusters Score -596231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -596231.312500 Penalty: 2854.304932
	Iteration 25Q: 3 clusters Score -596231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -596231.312500 Penalty: 2854.304932
	Iteration 26F: 3 clusters Score -596231.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Entering Unmasked Estep 
Score: -1216078.000000 Penalty: 1533.421387
	Iteration 0F: 2 clusters Score -1216078 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 6325 members 
Entering Unmasked Estep 
Score: -1207290.625000 Penalty: 3066.842773
	Iteration 0F: 3 clusters Score -1207291 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1210281.250000 Penalty: 3066.842773
	Iteration 1F: 3 clusters Score -1210281 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1210540.000000 Penalty: 3066.842773
	Iteration 2F: 3 clusters Score -1210540 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1210763.625000 Penalty: 3066.842773
	Iteration 3Q: 3 clusters Score -1210764 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1210990.000000 Penalty: 3066.842773
	Iteration 4Q: 3 clusters Score -1210990 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1211234.750000 Penalty: 3066.842773
	Iteration 5Q: 3 clusters Score -1211235 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1211543.000000 Penalty: 3066.842773
	Iteration 6Q: 3 clusters Score -1211543 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1211911.750000 Penalty: 3066.842773
	Iteration 7Q: 3 clusters Score -1211912 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1212378.125000 Penalty: 3066.842773
	Iteration 8Q: 3 clusters Score -1212378 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1212915.875000 Penalty: 3066.842773
	Iteration 9F: 3 clusters Score -1212916 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1213371.750000 Penalty: 3066.842773
	Iteration 10Q: 3 clusters Score -1213372 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1213709.875000 Penalty: 3066.842773
	Iteration 11Q: 3 clusters Score -1213710 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1213967.875000 Penalty: 3066.842773
	Iteration 12Q: 3 clusters Score -1213968 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1214197.625000 Penalty: 3066.842773
	Iteration 13Q: 3 clusters Score -1214198 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1214434.500000 Penalty: 3066.842773
	Iteration 14Q: 3 clusters Score -1214434 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1214633.875000 Penalty: 3066.842773
	Iteration 15Q: 3 clusters Score -1214634 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1214776.500000 Penalty: 3066.842773
	Iteration 16Q: 3 clusters Score -1214776 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1214888.875000 Penalty: 3066.842773
	Iteration 17Q: 3 clusters Score -1214889 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1214963.750000 Penalty: 3066.842773
	Iteration 18Q: 3 clusters Score -1214964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1215003.875000 Penalty: 3066.842773
	Iteration 19Q: 3 clusters Score -1215004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1215025.500000 Penalty: 3066.842773
	Iteration 20F: 3 clusters Score -1215026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1215042.000000 Penalty: 3066.842773
	Iteration 21Q: 3 clusters Score -1215042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1215050.625000 Penalty: 3066.842773
	Iteration 22Q: 3 clusters Score -1215051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1215056.125000 Penalty: 3066.842773
	Iteration 23Q: 3 clusters Score -1215056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1215060.000000 Penalty: 3066.842773
	Iteration 24Q: 3 clusters Score -1215060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1215061.000000 Penalty: 3066.842773
	Iteration 25Q: 3 clusters Score -1215061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1215062.125000 Penalty: 3066.842773
	Iteration 26Q: 3 clusters Score -1215062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1215062.375000 Penalty: 3066.842773
	Iteration 27Q: 3 clusters Score -1215062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1215064.000000 Penalty: 3066.842773
	Iteration 28Q: 3 clusters Score -1215064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1215064.875000 Penalty: 3066.842773
	Iteration 29Q: 3 clusters Score -1215065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1215064.250000 Penalty: 3066.842773
	Iteration 30Q: 3 clusters Score -1215064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1215065.750000 Penalty: 3066.842773
	Iteration 31Q: 3 clusters Score -1215066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1215067.375000 Penalty: 3066.842773
	Iteration 32Q: 3 clusters Score -1215067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1215067.375000 Penalty: 3066.842773
	Iteration 33F: 3 clusters Score -1215067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -111602.414062 Penalty: 1163.763550
	Iteration 0F: 2 clusters Score -111602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109973.781250 Penalty: 2327.527100
	Iteration 0F: 3 clusters Score -109973.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -110289.500000 Penalty: 2327.527100
	Iteration 1F: 3 clusters Score -110289.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -110374.609375 Penalty: 2327.527100
	Iteration 2F: 3 clusters Score -110374.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -110424.234375 Penalty: 2327.527100
	Iteration 3Q: 3 clusters Score -110424.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -110461.687500 Penalty: 2327.527100
	Iteration 4Q: 3 clusters Score -110461.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -110483.343750 Penalty: 2327.527100
	Iteration 5Q: 3 clusters Score -110483.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -110498.242188 Penalty: 2327.527100
	Iteration 6Q: 3 clusters Score -110498.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -110511.351562 Penalty: 2327.527100
	Iteration 7Q: 3 clusters Score -110511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -110522.273438 Penalty: 2327.527100
	Iteration 8Q: 3 clusters Score -110522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110525.671875 Penalty: 2327.527100
	Iteration 9Q: 3 clusters Score -110525.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -110529.296875 Penalty: 2327.527100
	Iteration 10Q: 3 clusters Score -110529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -110534.437500 Penalty: 2327.527100
	Iteration 11Q: 3 clusters Score -110534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110537.367188 Penalty: 2327.527100
	Iteration 12Q: 3 clusters Score -110537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -110538.164062 Penalty: 2327.527100
	Iteration 13Q: 3 clusters Score -110538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -110539.843750 Penalty: 2327.527100
	Iteration 14Q: 3 clusters Score -110539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110540.289062 Penalty: 2327.527100
	Iteration 15Q: 3 clusters Score -110540.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110540.289062 Penalty: 2327.527100
	Iteration 16F: 3 clusters Score -110540.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Entering Unmasked Estep 
Score: -3671724.500000 Penalty: 1716.449829
	Iteration 0F: 2 clusters Score -3671724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3647423.000000 Penalty: 3432.899658
	Iteration 0F: 3 clusters Score -3647423 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3657352.000000 Penalty: 3432.899658
	Iteration 1F: 3 clusters Score -3657352 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3657983.500000 Penalty: 3432.899658
	Iteration 2Q: 3 clusters Score -3657984 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3658829.250000 Penalty: 3432.899658
	Iteration 3F: 3 clusters Score -3658829 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3659968.000000 Penalty: 3432.899658
	Iteration 4F: 3 clusters Score -3659968 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3661505.500000 Penalty: 3432.899658
	Iteration 5F: 3 clusters Score -3661506 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3663409.250000 Penalty: 3432.899658
	Iteration 6F: 3 clusters Score -3663409 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3665391.250000 Penalty: 3432.899658
	Iteration 7F: 3 clusters Score -3665391 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3667200.250000 Penalty: 3432.899658
	Iteration 8F: 3 clusters Score -3667200 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3668499.250000 Penalty: 3432.899658
	Iteration 9Q: 3 clusters Score -3668499 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3669177.000000 Penalty: 3432.899658
	Iteration 10Q: 3 clusters Score -3669177 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3669566.500000 Penalty: 3432.899658
	Iteration 11Q: 3 clusters Score -3669566 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3669849.250000 Penalty: 3432.899658
	Iteration 12Q: 3 clusters Score -3669849 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3670021.250000 Penalty: 3432.899658
	Iteration 13Q: 3 clusters Score -3670021 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3670118.000000 Penalty: 3432.899658
	Iteration 14Q: 3 clusters Score -3670118 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3670184.750000 Penalty: 3432.899658
	Iteration 15Q: 3 clusters Score -3670185 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3670220.500000 Penalty: 3432.899658
	Iteration 16Q: 3 clusters Score -3670220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3670240.250000 Penalty: 3432.899658
	Iteration 17Q: 3 clusters Score -3670240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3670247.500000 Penalty: 3432.899658
	Iteration 18Q: 3 clusters Score -3670248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3670262.000000 Penalty: 3432.899658
	Iteration 19Q: 3 clusters Score -3670262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3670269.750000 Penalty: 3432.899658
	Iteration 20F: 3 clusters Score -3670270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3670278.750000 Penalty: 3432.899658
	Iteration 21Q: 3 clusters Score -3670279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3670275.750000 Penalty: 3432.899658
	Iteration 22Q: 3 clusters Score -3670276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3670277.250000 Penalty: 3432.899658
	Iteration 23Q: 3 clusters Score -3670277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3670280.750000 Penalty: 3432.899658
	Iteration 24Q: 3 clusters Score -3670281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3670284.250000 Penalty: 3432.899658
	Iteration 25Q: 3 clusters Score -3670284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3670283.500000 Penalty: 3432.899658
	Iteration 26Q: 3 clusters Score -3670284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3670282.250000 Penalty: 3432.899658
	Iteration 27Q: 3 clusters Score -3670282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3670280.750000 Penalty: 3432.899658
	Iteration 28Q: 3 clusters Score -3670281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3670282.500000 Penalty: 3432.899658
	Iteration 29Q: 3 clusters Score -3670282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3670290.750000 Penalty: 3432.899658
	Iteration 30Q: 3 clusters Score -3670291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3670293.000000 Penalty: 3432.899658
	Iteration 31Q: 3 clusters Score -3670293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3670296.250000 Penalty: 3432.899658
	Iteration 32Q: 3 clusters Score -3670296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3670294.750000 Penalty: 3432.899658
	Iteration 33Q: 3 clusters Score -3670295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3670296.000000 Penalty: 3432.899658
	Iteration 34Q: 3 clusters Score -3670296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3670294.750000 Penalty: 3432.899658
	Iteration 35Q: 3 clusters Score -3670295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3670293.250000 Penalty: 3432.899658
	Iteration 36Q: 3 clusters Score -3670293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3670293.250000 Penalty: 3432.899658
	Iteration 37F: 3 clusters Score -3670293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -328898.343750 Penalty: 1332.947876
	Iteration 0F: 2 clusters Score -328898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -325767.500000 Penalty: 2665.895752
	Iteration 0F: 3 clusters Score -325767.5 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -326604.625000 Penalty: 2665.895752
	Iteration 1F: 3 clusters Score -326604.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -326804.812500 Penalty: 2665.895752
	Iteration 2F: 3 clusters Score -326804.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -326985.406250 Penalty: 2665.895752
	Iteration 3F: 3 clusters Score -326985.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -327130.375000 Penalty: 2665.895752
	Iteration 4F: 3 clusters Score -327130.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -327269.093750 Penalty: 2665.895752
	Iteration 5Q: 3 clusters Score -327269.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -327384.000000 Penalty: 2665.895752
	Iteration 6Q: 3 clusters Score -327384 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -327495.250000 Penalty: 2665.895752
	Iteration 7Q: 3 clusters Score -327495.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -327612.375000 Penalty: 2665.895752
	Iteration 8Q: 3 clusters Score -327612.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -327727.343750 Penalty: 2665.895752
	Iteration 9Q: 3 clusters Score -327727.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -327826.750000 Penalty: 2665.895752
	Iteration 10Q: 3 clusters Score -327826.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -327898.812500 Penalty: 2665.895752
	Iteration 11Q: 3 clusters Score -327898.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -327958.875000 Penalty: 2665.895752
	Iteration 12Q: 3 clusters Score -327958.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -328006.718750 Penalty: 2665.895752
	Iteration 13Q: 3 clusters Score -328006.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -328049.781250 Penalty: 2665.895752
	Iteration 14Q: 3 clusters Score -328049.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -328081.468750 Penalty: 2665.895752
	Iteration 15Q: 3 clusters Score -328081.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -328108.218750 Penalty: 2665.895752
	Iteration 16Q: 3 clusters Score -328108.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -328141.250000 Penalty: 2665.895752
	Iteration 17Q: 3 clusters Score -328141.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -328166.531250 Penalty: 2665.895752
	Iteration 18Q: 3 clusters Score -328166.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -328192.468750 Penalty: 2665.895752
	Iteration 19Q: 3 clusters Score -328192.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -328221.062500 Penalty: 2665.895752
	Iteration 20F: 3 clusters Score -328221.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -328247.437500 Penalty: 2665.895752
	Iteration 21Q: 3 clusters Score -328247.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -328272.187500 Penalty: 2665.895752
	Iteration 22Q: 3 clusters Score -328272.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -328293.218750 Penalty: 2665.895752
	Iteration 23Q: 3 clusters Score -328293.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -328304.656250 Penalty: 2665.895752
	Iteration 24Q: 3 clusters Score -328304.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -328312.468750 Penalty: 2665.895752
	Iteration 25Q: 3 clusters Score -328312.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -328319.718750 Penalty: 2665.895752
	Iteration 26Q: 3 clusters Score -328319.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -328329.406250 Penalty: 2665.895752
	Iteration 27Q: 3 clusters Score -328329.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -328344.000000 Penalty: 2665.895752
	Iteration 28Q: 3 clusters Score -328344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -328356.718750 Penalty: 2665.895752
	Iteration 29Q: 3 clusters Score -328356.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -328370.406250 Penalty: 2665.895752
	Iteration 30Q: 3 clusters Score -328370.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -328387.375000 Penalty: 2665.895752
	Iteration 31Q: 3 clusters Score -328387.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -328408.968750 Penalty: 2665.895752
	Iteration 32Q: 3 clusters Score -328409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -328427.968750 Penalty: 2665.895752
	Iteration 33Q: 3 clusters Score -328428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -328440.031250 Penalty: 2665.895752
	Iteration 34Q: 3 clusters Score -328440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -328449.937500 Penalty: 2665.895752
	Iteration 35Q: 3 clusters Score -328449.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -328459.875000 Penalty: 2665.895752
	Iteration 36Q: 3 clusters Score -328459.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -328467.437500 Penalty: 2665.895752
	Iteration 37Q: 3 clusters Score -328467.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -328472.656250 Penalty: 2665.895752
	Iteration 38Q: 3 clusters Score -328472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -328478.750000 Penalty: 2665.895752
	Iteration 39Q: 3 clusters Score -328478.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -328487.968750 Penalty: 2665.895752
	Iteration 40F: 3 clusters Score -328488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -328495.062500 Penalty: 2665.895752
	Iteration 41Q: 3 clusters Score -328495.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -328498.187500 Penalty: 2665.895752
	Iteration 42Q: 3 clusters Score -328498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -328498.875000 Penalty: 2665.895752
	Iteration 43Q: 3 clusters Score -328498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -328500.843750 Penalty: 2665.895752
	Iteration 44Q: 3 clusters Score -328500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -328503.593750 Penalty: 2665.895752
	Iteration 45Q: 3 clusters Score -328503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -328504.031250 Penalty: 2665.895752
	Iteration 46Q: 3 clusters Score -328504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -328505.593750 Penalty: 2665.895752
	Iteration 47Q: 3 clusters Score -328505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -328506.906250 Penalty: 2665.895752
	Iteration 48Q: 3 clusters Score -328506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -328507.968750 Penalty: 2665.895752
	Iteration 49Q: 3 clusters Score -328508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -328509.156250 Penalty: 2665.895752
	Iteration 50Q: 3 clusters Score -328509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -328510.125000 Penalty: 2665.895752
	Iteration 51Q: 3 clusters Score -328510.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -328510.125000 Penalty: 2665.895752
	Iteration 52F: 3 clusters Score -328510.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -175941.250000 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -175941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -173889.296875 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -173889.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174450.562500 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -174450.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -174651.343750 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -174651.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -174803.390625 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -174803.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -174895.484375 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -174895.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -174952.406250 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -174952.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -175020.140625 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -175020.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -175079.968750 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -175080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -175140.765625 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -175140.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -175197.375000 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -175197.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175223.937500 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -175223.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -175252.046875 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -175252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175269.484375 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -175269.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175285.421875 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -175285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175296.531250 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -175296.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -175304.265625 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -175304.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175310.109375 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -175310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175313.171875 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -175313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175313.500000 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -175313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175314.546875 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -175314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175315.937500 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -175315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -175319.250000 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -175319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -175320.796875 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -175320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -175322.406250 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -175322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -175324.000000 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -175324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -175325.968750 Penalty: 2456.856689
	Iteration 25Q: 3 clusters Score -175326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -175330.156250 Penalty: 2456.856689
	Iteration 26Q: 3 clusters Score -175330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175332.812500 Penalty: 2456.856689
	Iteration 27Q: 3 clusters Score -175332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -175333.968750 Penalty: 2456.856689
	Iteration 28Q: 3 clusters Score -175334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175336.265625 Penalty: 2456.856689
	Iteration 29Q: 3 clusters Score -175336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -175337.218750 Penalty: 2456.856689
	Iteration 30Q: 3 clusters Score -175337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -175339.281250 Penalty: 2456.856689
	Iteration 31Q: 3 clusters Score -175339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175343.546875 Penalty: 2456.856689
	Iteration 32Q: 3 clusters Score -175343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175346.578125 Penalty: 2456.856689
	Iteration 33Q: 3 clusters Score -175346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -175348.156250 Penalty: 2456.856689
	Iteration 34Q: 3 clusters Score -175348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -175351.828125 Penalty: 2456.856689
	Iteration 35Q: 3 clusters Score -175351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -175353.218750 Penalty: 2456.856689
	Iteration 36Q: 3 clusters Score -175353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -175354.265625 Penalty: 2456.856689
	Iteration 37Q: 3 clusters Score -175354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175354.828125 Penalty: 2456.856689
	Iteration 38Q: 3 clusters Score -175354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -175355.109375 Penalty: 2456.856689
	Iteration 39Q: 3 clusters Score -175355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -175356.734375 Penalty: 2456.856689
	Iteration 40F: 3 clusters Score -175356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -175358.281250 Penalty: 2456.856689
	Iteration 41Q: 3 clusters Score -175358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -175359.515625 Penalty: 2456.856689
	Iteration 42Q: 3 clusters Score -175359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175360.000000 Penalty: 2456.856689
	Iteration 43Q: 3 clusters Score -175360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175360.000000 Penalty: 2456.856689
	Iteration 44F: 3 clusters Score -175360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Entering Unmasked Estep 
Score: -463210.718750 Penalty: 1383.718506
	Iteration 0F: 2 clusters Score -463210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -459207.812500 Penalty: 2767.437012
	Iteration 0F: 3 clusters Score -459207.8 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -460390.625000 Penalty: 2767.437012
	Iteration 1F: 3 clusters Score -460390.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -460818.625000 Penalty: 2767.437012
	Iteration 2F: 3 clusters Score -460818.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -461256.375000 Penalty: 2767.437012
	Iteration 3F: 3 clusters Score -461256.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -461663.687500 Penalty: 2767.437012
	Iteration 4F: 3 clusters Score -461663.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -462042.062500 Penalty: 2767.437012
	Iteration 5F: 3 clusters Score -462042.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -462382.000000 Penalty: 2767.437012
	Iteration 6F: 3 clusters Score -462382 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -462683.968750 Penalty: 2767.437012
	Iteration 7F: 3 clusters Score -462684 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -462925.625000 Penalty: 2767.437012
	Iteration 8Q: 3 clusters Score -462925.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -463096.156250 Penalty: 2767.437012
	Iteration 9Q: 3 clusters Score -463096.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -463183.750000 Penalty: 2767.437012
	Iteration 10Q: 3 clusters Score -463183.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -463223.812500 Penalty: 2767.437012
	Iteration 11Q: 3 clusters Score -463223.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -463238.625000 Penalty: 2767.437012
	Iteration 12Q: 3 clusters Score -463238.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -463248.906250 Penalty: 2767.437012
	Iteration 13Q: 3 clusters Score -463248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -463253.812500 Penalty: 2767.437012
	Iteration 14Q: 3 clusters Score -463253.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -463256.625000 Penalty: 2767.437012
	Iteration 15Q: 3 clusters Score -463256.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -463259.125000 Penalty: 2767.437012
	Iteration 16Q: 3 clusters Score -463259.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -463262.781250 Penalty: 2767.437012
	Iteration 17Q: 3 clusters Score -463262.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -463266.406250 Penalty: 2767.437012
	Iteration 18Q: 3 clusters Score -463266.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -463270.093750 Penalty: 2767.437012
	Iteration 19Q: 3 clusters Score -463270.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -463274.750000 Penalty: 2767.437012
	Iteration 20F: 3 clusters Score -463274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -463280.156250 Penalty: 2767.437012
	Iteration 21Q: 3 clusters Score -463280.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -463286.156250 Penalty: 2767.437012
	Iteration 22Q: 3 clusters Score -463286.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -463292.343750 Penalty: 2767.437012
	Iteration 23Q: 3 clusters Score -463292.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -463294.718750 Penalty: 2767.437012
	Iteration 24Q: 3 clusters Score -463294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -463297.656250 Penalty: 2767.437012
	Iteration 25Q: 3 clusters Score -463297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -463298.125000 Penalty: 2767.437012
	Iteration 26Q: 3 clusters Score -463298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -463300.375000 Penalty: 2767.437012
	Iteration 27Q: 3 clusters Score -463300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -463301.531250 Penalty: 2767.437012
	Iteration 28Q: 3 clusters Score -463301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -463301.968750 Penalty: 2767.437012
	Iteration 29Q: 3 clusters Score -463302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -463302.250000 Penalty: 2767.437012
	Iteration 30Q: 3 clusters Score -463302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -463302.406250 Penalty: 2767.437012
	Iteration 31Q: 3 clusters Score -463302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -463302.406250 Penalty: 2767.437012
	Iteration 32F: 3 clusters Score -463302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 34242 members 
Mstep: Class 6 contains 40019 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23797 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6519 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38668 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 2220 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21039 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30139 members 
Mstep: Class 37 contains 25562 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 37898 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31108 members 
Mstep: Class 44 contains 4893 members 
Mstep: Class 45 contains 7501 members 
Mstep: Class 46 contains 2770 members 
Entering Unmasked Estep 
Score: -49781096.000000 Penalty: 98713.132812
Splitting cluster 29 changes total score from -49781556.000000 to -49781096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -108325.484375 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -108325.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -106696.453125 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -106696.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107025.828125 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -107025.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107114.500000 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -107114.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -107171.632812 Penalty: 2322.188721
	Iteration 3Q: 3 clusters Score -107171.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107206.617188 Penalty: 2322.188721
	Iteration 4Q: 3 clusters Score -107206.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107238.671875 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -107238.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -107256.640625 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -107256.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -107274.859375 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -107274.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -107288.000000 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -107288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -107295.859375 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -107295.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107300.367188 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -107300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107303.718750 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -107303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107307.523438 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -107307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107313.234375 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -107313.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -107326.101562 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -107326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -107332.671875 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -107332.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -107342.375000 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -107342.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -107350.328125 Penalty: 2322.188721
	Iteration 17Q: 3 clusters Score -107350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -107359.906250 Penalty: 2322.188721
	Iteration 18Q: 3 clusters Score -107359.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107372.296875 Penalty: 2322.188721
	Iteration 19Q: 3 clusters Score -107372.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107382.625000 Penalty: 2322.188721
	Iteration 20F: 3 clusters Score -107382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107388.789062 Penalty: 2322.188721
	Iteration 21Q: 3 clusters Score -107388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -107393.578125 Penalty: 2322.188721
	Iteration 22Q: 3 clusters Score -107393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -107396.421875 Penalty: 2322.188721
	Iteration 23Q: 3 clusters Score -107396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107398.648438 Penalty: 2322.188721
	Iteration 24Q: 3 clusters Score -107398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -107400.812500 Penalty: 2322.188721
	Iteration 25Q: 3 clusters Score -107400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -107410.484375 Penalty: 2322.188721
	Iteration 26Q: 3 clusters Score -107410.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107417.890625 Penalty: 2322.188721
	Iteration 27Q: 3 clusters Score -107417.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107421.210938 Penalty: 2322.188721
	Iteration 28Q: 3 clusters Score -107421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107425.289062 Penalty: 2322.188721
	Iteration 29Q: 3 clusters Score -107425.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -107430.796875 Penalty: 2322.188721
	Iteration 30Q: 3 clusters Score -107430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107438.453125 Penalty: 2322.188721
	Iteration 31Q: 3 clusters Score -107438.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107455.703125 Penalty: 2322.188721
	Iteration 32Q: 3 clusters Score -107455.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107470.671875 Penalty: 2322.188721
	Iteration 33Q: 3 clusters Score -107470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107484.000000 Penalty: 2322.188721
	Iteration 34Q: 3 clusters Score -107484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -107499.796875 Penalty: 2322.188721
	Iteration 35Q: 3 clusters Score -107499.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107517.796875 Penalty: 2322.188721
	Iteration 36Q: 3 clusters Score -107517.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107533.523438 Penalty: 2322.188721
	Iteration 37Q: 3 clusters Score -107533.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -107538.703125 Penalty: 2322.188721
	Iteration 38Q: 3 clusters Score -107538.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -107544.554688 Penalty: 2322.188721
	Iteration 39Q: 3 clusters Score -107544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -107549.906250 Penalty: 2322.188721
	Iteration 40F: 3 clusters Score -107549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107553.101562 Penalty: 2322.188721
	Iteration 41Q: 3 clusters Score -107553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107554.335938 Penalty: 2322.188721
	Iteration 42Q: 3 clusters Score -107554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107554.906250 Penalty: 2322.188721
	Iteration 43Q: 3 clusters Score -107554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107555.343750 Penalty: 2322.188721
	Iteration 44Q: 3 clusters Score -107555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107556.148438 Penalty: 2322.188721
	Iteration 45Q: 3 clusters Score -107556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107558.507812 Penalty: 2322.188721
	Iteration 46Q: 3 clusters Score -107558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -107562.554688 Penalty: 2322.188721
	Iteration 47Q: 3 clusters Score -107562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107571.359375 Penalty: 2322.188721
	Iteration 48Q: 3 clusters Score -107571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107580.539062 Penalty: 2322.188721
	Iteration 49Q: 3 clusters Score -107580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107587.726562 Penalty: 2322.188721
	Iteration 50Q: 3 clusters Score -107587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107594.296875 Penalty: 2322.188721
	Iteration 51Q: 3 clusters Score -107594.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107604.210938 Penalty: 2322.188721
	Iteration 52Q: 3 clusters Score -107604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107610.929688 Penalty: 2322.188721
	Iteration 53Q: 3 clusters Score -107610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107620.109375 Penalty: 2322.188721
	Iteration 54Q: 3 clusters Score -107620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107624.726562 Penalty: 2322.188721
	Iteration 55Q: 3 clusters Score -107624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107629.312500 Penalty: 2322.188721
	Iteration 56Q: 3 clusters Score -107629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107632.585938 Penalty: 2322.188721
	Iteration 57Q: 3 clusters Score -107632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -107634.890625 Penalty: 2322.188721
	Iteration 58Q: 3 clusters Score -107634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107637.328125 Penalty: 2322.188721
	Iteration 59Q: 3 clusters Score -107637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107647.671875 Penalty: 2322.188721
	Iteration 60F: 3 clusters Score -107647.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -107661.937500 Penalty: 2322.188721
	Iteration 61Q: 3 clusters Score -107661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107669.484375 Penalty: 2322.188721
	Iteration 62Q: 3 clusters Score -107669.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -107678.414062 Penalty: 2322.188721
	Iteration 63Q: 3 clusters Score -107678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107684.421875 Penalty: 2322.188721
	Iteration 64Q: 3 clusters Score -107684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107694.625000 Penalty: 2322.188721
	Iteration 65Q: 3 clusters Score -107694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -107702.570312 Penalty: 2322.188721
	Iteration 66Q: 3 clusters Score -107702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107706.398438 Penalty: 2322.188721
	Iteration 67Q: 3 clusters Score -107706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107708.046875 Penalty: 2322.188721
	Iteration 68Q: 3 clusters Score -107708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107709.421875 Penalty: 2322.188721
	Iteration 69Q: 3 clusters Score -107709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107711.570312 Penalty: 2322.188721
	Iteration 70Q: 3 clusters Score -107711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -107712.875000 Penalty: 2322.188721
	Iteration 71Q: 3 clusters Score -107712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107715.007812 Penalty: 2322.188721
	Iteration 72Q: 3 clusters Score -107715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -107719.226562 Penalty: 2322.188721
	Iteration 73Q: 3 clusters Score -107719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -107733.664062 Penalty: 2322.188721
	Iteration 74Q: 3 clusters Score -107733.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107750.304688 Penalty: 2322.188721
	Iteration 75Q: 3 clusters Score -107750.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107769.718750 Penalty: 2322.188721
	Iteration 76Q: 3 clusters Score -107769.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107791.210938 Penalty: 2322.188721
	Iteration 77Q: 3 clusters Score -107791.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -107811.257812 Penalty: 2322.188721
	Iteration 78Q: 3 clusters Score -107811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107841.648438 Penalty: 2322.188721
	Iteration 79Q: 3 clusters Score -107841.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107861.632812 Penalty: 2322.188721
	Iteration 80F: 3 clusters Score -107861.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107887.640625 Penalty: 2322.188721
	Iteration 81Q: 3 clusters Score -107887.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -107904.007812 Penalty: 2322.188721
	Iteration 82Q: 3 clusters Score -107904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107920.968750 Penalty: 2322.188721
	Iteration 83Q: 3 clusters Score -107921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107934.976562 Penalty: 2322.188721
	Iteration 84Q: 3 clusters Score -107935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107942.312500 Penalty: 2322.188721
	Iteration 85Q: 3 clusters Score -107942.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107944.226562 Penalty: 2322.188721
	Iteration 86Q: 3 clusters Score -107944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107947.742188 Penalty: 2322.188721
	Iteration 87Q: 3 clusters Score -107947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107953.031250 Penalty: 2322.188721
	Iteration 88Q: 3 clusters Score -107953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107956.742188 Penalty: 2322.188721
	Iteration 89Q: 3 clusters Score -107956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107960.898438 Penalty: 2322.188721
	Iteration 90Q: 3 clusters Score -107960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107965.945312 Penalty: 2322.188721
	Iteration 91Q: 3 clusters Score -107965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107972.773438 Penalty: 2322.188721
	Iteration 92Q: 3 clusters Score -107972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107977.929688 Penalty: 2322.188721
	Iteration 93Q: 3 clusters Score -107977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -107982.906250 Penalty: 2322.188721
	Iteration 94Q: 3 clusters Score -107982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -107985.046875 Penalty: 2322.188721
	Iteration 95Q: 3 clusters Score -107985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -107987.687500 Penalty: 2322.188721
	Iteration 96Q: 3 clusters Score -107987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107990.632812 Penalty: 2322.188721
	Iteration 97Q: 3 clusters Score -107990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107993.046875 Penalty: 2322.188721
	Iteration 98Q: 3 clusters Score -107993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107994.453125 Penalty: 2322.188721
	Iteration 99Q: 3 clusters Score -107994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107998.054688 Penalty: 2322.188721
	Iteration 100F: 3 clusters Score -107998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108003.453125 Penalty: 2322.188721
	Iteration 101Q: 3 clusters Score -108003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108004.859375 Penalty: 2322.188721
	Iteration 102Q: 3 clusters Score -108004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108004.859375 Penalty: 2322.188721
	Iteration 103F: 3 clusters Score -108004.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -135289.953125 Penalty: 1196.326660
	Iteration 0F: 2 clusters Score -135290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -133490.500000 Penalty: 2392.653320
	Iteration 0F: 3 clusters Score -133490.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133845.375000 Penalty: 2392.653320
	Iteration 1F: 3 clusters Score -133845.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133967.234375 Penalty: 2392.653320
	Iteration 2F: 3 clusters Score -133967.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134069.500000 Penalty: 2392.653320
	Iteration 3F: 3 clusters Score -134069.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -134180.859375 Penalty: 2392.653320
	Iteration 4F: 3 clusters Score -134180.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134261.468750 Penalty: 2392.653320
	Iteration 5Q: 3 clusters Score -134261.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134315.921875 Penalty: 2392.653320
	Iteration 6Q: 3 clusters Score -134315.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134363.156250 Penalty: 2392.653320
	Iteration 7Q: 3 clusters Score -134363.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134394.000000 Penalty: 2392.653320
	Iteration 8Q: 3 clusters Score -134394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -134422.593750 Penalty: 2392.653320
	Iteration 9Q: 3 clusters Score -134422.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134455.140625 Penalty: 2392.653320
	Iteration 10Q: 3 clusters Score -134455.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134477.093750 Penalty: 2392.653320
	Iteration 11Q: 3 clusters Score -134477.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134492.453125 Penalty: 2392.653320
	Iteration 12Q: 3 clusters Score -134492.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -134507.843750 Penalty: 2392.653320
	Iteration 13Q: 3 clusters Score -134507.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134521.843750 Penalty: 2392.653320
	Iteration 14Q: 3 clusters Score -134521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134536.703125 Penalty: 2392.653320
	Iteration 15Q: 3 clusters Score -134536.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134547.453125 Penalty: 2392.653320
	Iteration 16Q: 3 clusters Score -134547.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134559.437500 Penalty: 2392.653320
	Iteration 17Q: 3 clusters Score -134559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134569.968750 Penalty: 2392.653320
	Iteration 18Q: 3 clusters Score -134570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134575.281250 Penalty: 2392.653320
	Iteration 19Q: 3 clusters Score -134575.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134580.468750 Penalty: 2392.653320
	Iteration 20F: 3 clusters Score -134580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134581.640625 Penalty: 2392.653320
	Iteration 21Q: 3 clusters Score -134581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134582.531250 Penalty: 2392.653320
	Iteration 22Q: 3 clusters Score -134582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134584.859375 Penalty: 2392.653320
	Iteration 23Q: 3 clusters Score -134584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134586.140625 Penalty: 2392.653320
	Iteration 24Q: 3 clusters Score -134586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134589.578125 Penalty: 2392.653320
	Iteration 25Q: 3 clusters Score -134589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134591.156250 Penalty: 2392.653320
	Iteration 26Q: 3 clusters Score -134591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134595.609375 Penalty: 2392.653320
	Iteration 27Q: 3 clusters Score -134595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134600.031250 Penalty: 2392.653320
	Iteration 28Q: 3 clusters Score -134600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134604.890625 Penalty: 2392.653320
	Iteration 29Q: 3 clusters Score -134604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134623.281250 Penalty: 2392.653320
	Iteration 30Q: 3 clusters Score -134623.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134639.937500 Penalty: 2392.653320
	Iteration 31Q: 3 clusters Score -134639.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134658.218750 Penalty: 2392.653320
	Iteration 32Q: 3 clusters Score -134658.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134676.734375 Penalty: 2392.653320
	Iteration 33Q: 3 clusters Score -134676.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -134695.453125 Penalty: 2392.653320
	Iteration 34Q: 3 clusters Score -134695.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134705.656250 Penalty: 2392.653320
	Iteration 35Q: 3 clusters Score -134705.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134714.453125 Penalty: 2392.653320
	Iteration 36Q: 3 clusters Score -134714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134720.828125 Penalty: 2392.653320
	Iteration 37Q: 3 clusters Score -134720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134724.671875 Penalty: 2392.653320
	Iteration 38Q: 3 clusters Score -134724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134727.796875 Penalty: 2392.653320
	Iteration 39Q: 3 clusters Score -134727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134729.484375 Penalty: 2392.653320
	Iteration 40F: 3 clusters Score -134729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -134730.000000 Penalty: 2392.653320
	Iteration 41Q: 3 clusters Score -134730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134730.593750 Penalty: 2392.653320
	Iteration 42Q: 3 clusters Score -134730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134730.593750 Penalty: 2392.653320
	Iteration 43F: 3 clusters Score -134730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -129457.914062 Penalty: 1202.004150
	Iteration 0F: 2 clusters Score -129457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -127657.148438 Penalty: 2404.008301
	Iteration 0F: 3 clusters Score -127657.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -128090.820312 Penalty: 2404.008301
	Iteration 1F: 3 clusters Score -128090.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -128243.929688 Penalty: 2404.008301
	Iteration 2F: 3 clusters Score -128243.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -128338.460938 Penalty: 2404.008301
	Iteration 3F: 3 clusters Score -128338.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -128383.398438 Penalty: 2404.008301
	Iteration 4Q: 3 clusters Score -128383.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -128413.812500 Penalty: 2404.008301
	Iteration 5Q: 3 clusters Score -128413.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -128449.875000 Penalty: 2404.008301
	Iteration 6Q: 3 clusters Score -128449.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -128474.843750 Penalty: 2404.008301
	Iteration 7Q: 3 clusters Score -128474.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -128495.687500 Penalty: 2404.008301
	Iteration 8Q: 3 clusters Score -128495.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -128527.531250 Penalty: 2404.008301
	Iteration 9Q: 3 clusters Score -128527.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -128554.117188 Penalty: 2404.008301
	Iteration 10Q: 3 clusters Score -128554.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -128579.765625 Penalty: 2404.008301
	Iteration 11Q: 3 clusters Score -128579.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -128606.312500 Penalty: 2404.008301
	Iteration 12Q: 3 clusters Score -128606.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -128633.609375 Penalty: 2404.008301
	Iteration 13Q: 3 clusters Score -128633.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -128652.375000 Penalty: 2404.008301
	Iteration 14Q: 3 clusters Score -128652.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -128665.367188 Penalty: 2404.008301
	Iteration 15Q: 3 clusters Score -128665.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -128678.617188 Penalty: 2404.008301
	Iteration 16Q: 3 clusters Score -128678.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128698.781250 Penalty: 2404.008301
	Iteration 17Q: 3 clusters Score -128698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128714.359375 Penalty: 2404.008301
	Iteration 18Q: 3 clusters Score -128714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -128723.789062 Penalty: 2404.008301
	Iteration 19Q: 3 clusters Score -128723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -128727.906250 Penalty: 2404.008301
	Iteration 20F: 3 clusters Score -128727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -128732.015625 Penalty: 2404.008301
	Iteration 21Q: 3 clusters Score -128732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -128741.867188 Penalty: 2404.008301
	Iteration 22Q: 3 clusters Score -128741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128748.656250 Penalty: 2404.008301
	Iteration 23Q: 3 clusters Score -128748.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128754.296875 Penalty: 2404.008301
	Iteration 24Q: 3 clusters Score -128754.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -128759.382812 Penalty: 2404.008301
	Iteration 25Q: 3 clusters Score -128759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -128762.437500 Penalty: 2404.008301
	Iteration 26Q: 3 clusters Score -128762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128766.437500 Penalty: 2404.008301
	Iteration 27Q: 3 clusters Score -128766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -128772.156250 Penalty: 2404.008301
	Iteration 28Q: 3 clusters Score -128772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -128775.507812 Penalty: 2404.008301
	Iteration 29Q: 3 clusters Score -128775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -128778.312500 Penalty: 2404.008301
	Iteration 30Q: 3 clusters Score -128778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -128781.750000 Penalty: 2404.008301
	Iteration 31Q: 3 clusters Score -128781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -128784.804688 Penalty: 2404.008301
	Iteration 32Q: 3 clusters Score -128784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -128787.921875 Penalty: 2404.008301
	Iteration 33Q: 3 clusters Score -128787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -128788.679688 Penalty: 2404.008301
	Iteration 34Q: 3 clusters Score -128788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -128789.171875 Penalty: 2404.008301
	Iteration 35Q: 3 clusters Score -128789.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -128789.171875 Penalty: 2404.008301
	Iteration 36F: 3 clusters Score -128789.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Entering Unmasked Estep 
Score: -2064818.875000 Penalty: 1617.546631
	Iteration 0F: 2 clusters Score -2064819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2050735.750000 Penalty: 3235.093262
	Iteration 0F: 3 clusters Score -2050736 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2056206.125000 Penalty: 3235.093262
	Iteration 1F: 3 clusters Score -2056206 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2056956.875000 Penalty: 3235.093262
	Iteration 2F: 3 clusters Score -2056957 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2057915.625000 Penalty: 3235.093262
	Iteration 3F: 3 clusters Score -2057916 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2059050.875000 Penalty: 3235.093262
	Iteration 4F: 3 clusters Score -2059051 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2060256.625000 Penalty: 3235.093262
	Iteration 5F: 3 clusters Score -2060257 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2061290.125000 Penalty: 3235.093262
	Iteration 6F: 3 clusters Score -2061290 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2061844.875000 Penalty: 3235.093262
	Iteration 7F: 3 clusters Score -2061845 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2062093.750000 Penalty: 3235.093262
	Iteration 8Q: 3 clusters Score -2062094 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2062222.125000 Penalty: 3235.093262
	Iteration 9Q: 3 clusters Score -2062222 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2062307.625000 Penalty: 3235.093262
	Iteration 10Q: 3 clusters Score -2062308 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2062373.375000 Penalty: 3235.093262
	Iteration 11Q: 3 clusters Score -2062373 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2062410.875000 Penalty: 3235.093262
	Iteration 12Q: 3 clusters Score -2062411 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2062438.875000 Penalty: 3235.093262
	Iteration 13Q: 3 clusters Score -2062439 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2062430.250000 Penalty: 3235.093262
	Iteration 14Q: 3 clusters Score -2062430 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2062429.125000 Penalty: 3235.093262
	Iteration 15Q: 3 clusters Score -2062429 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2062417.500000 Penalty: 3235.093262
	Iteration 16Q: 3 clusters Score -2062418 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2062416.000000 Penalty: 3235.093262
	Iteration 17Q: 3 clusters Score -2062416 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2062426.250000 Penalty: 3235.093262
	Iteration 18Q: 3 clusters Score -2062426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2062417.250000 Penalty: 3235.093262
	Iteration 19Q: 3 clusters Score -2062417 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2062432.500000 Penalty: 3235.093262
	Iteration 20F: 3 clusters Score -2062432 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2062440.750000 Penalty: 3235.093262
	Iteration 21Q: 3 clusters Score -2062441 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2062439.625000 Penalty: 3235.093262
	Iteration 22Q: 3 clusters Score -2062440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2062436.000000 Penalty: 3235.093262
	Iteration 23Q: 3 clusters Score -2062436 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2062433.250000 Penalty: 3235.093262
	Iteration 24Q: 3 clusters Score -2062433 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2062428.500000 Penalty: 3235.093262
	Iteration 25Q: 3 clusters Score -2062428 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2062411.875000 Penalty: 3235.093262
	Iteration 26Q: 3 clusters Score -2062412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2062397.625000 Penalty: 3235.093262
	Iteration 27Q: 3 clusters Score -2062398 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2062395.250000 Penalty: 3235.093262
	Iteration 28Q: 3 clusters Score -2062395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2062386.875000 Penalty: 3235.093262
	Iteration 29Q: 3 clusters Score -2062387 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2062375.625000 Penalty: 3235.093262
	Iteration 30Q: 3 clusters Score -2062376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2062375.375000 Penalty: 3235.093262
	Iteration 31Q: 3 clusters Score -2062375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2062378.625000 Penalty: 3235.093262
	Iteration 32Q: 3 clusters Score -2062379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2062380.625000 Penalty: 3235.093262
	Iteration 33Q: 3 clusters Score -2062381 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2062376.375000 Penalty: 3235.093262
	Iteration 34Q: 3 clusters Score -2062376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2062372.375000 Penalty: 3235.093262
	Iteration 35Q: 3 clusters Score -2062372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2062359.000000 Penalty: 3235.093262
	Iteration 36Q: 3 clusters Score -2062359 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2062362.625000 Penalty: 3235.093262
	Iteration 37Q: 3 clusters Score -2062363 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2062346.250000 Penalty: 3235.093262
	Iteration 38Q: 3 clusters Score -2062346 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2062344.000000 Penalty: 3235.093262
	Iteration 39Q: 3 clusters Score -2062344 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2062350.375000 Penalty: 3235.093262
	Iteration 40F: 3 clusters Score -2062350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2062334.125000 Penalty: 3235.093262
	Iteration 41Q: 3 clusters Score -2062334 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2062334.000000 Penalty: 3235.093262
	Iteration 42Q: 3 clusters Score -2062334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2062336.750000 Penalty: 3235.093262
	Iteration 43Q: 3 clusters Score -2062337 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2062335.625000 Penalty: 3235.093262
	Iteration 44Q: 3 clusters Score -2062336 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2062328.000000 Penalty: 3235.093262
	Iteration 45Q: 3 clusters Score -2062328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2062336.750000 Penalty: 3235.093262
	Iteration 46Q: 3 clusters Score -2062337 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2062337.500000 Penalty: 3235.093262
	Iteration 47Q: 3 clusters Score -2062338 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2062356.875000 Penalty: 3235.093262
	Iteration 48Q: 3 clusters Score -2062357 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2062367.250000 Penalty: 3235.093262
	Iteration 49Q: 3 clusters Score -2062367 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2062400.500000 Penalty: 3235.093262
	Iteration 50Q: 3 clusters Score -2062400 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2062438.750000 Penalty: 3235.093262
	Iteration 51Q: 3 clusters Score -2062439 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2062471.375000 Penalty: 3235.093262
	Iteration 52Q: 3 clusters Score -2062471 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2062503.875000 Penalty: 3235.093262
	Iteration 53Q: 3 clusters Score -2062504 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2062573.750000 Penalty: 3235.093262
	Iteration 54Q: 3 clusters Score -2062574 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2062675.375000 Penalty: 3235.093262
	Iteration 55Q: 3 clusters Score -2062675 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2062755.375000 Penalty: 3235.093262
	Iteration 56Q: 3 clusters Score -2062755 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2062821.875000 Penalty: 3235.093262
	Iteration 57Q: 3 clusters Score -2062822 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2062878.125000 Penalty: 3235.093262
	Iteration 58Q: 3 clusters Score -2062878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2062947.375000 Penalty: 3235.093262
	Iteration 59Q: 3 clusters Score -2062947 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2063000.000000 Penalty: 3235.093262
	Iteration 60F: 3 clusters Score -2063000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2063052.250000 Penalty: 3235.093262
	Iteration 61Q: 3 clusters Score -2063052 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2063094.125000 Penalty: 3235.093262
	Iteration 62Q: 3 clusters Score -2063094 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2063142.250000 Penalty: 3235.093262
	Iteration 63Q: 3 clusters Score -2063142 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2063192.750000 Penalty: 3235.093262
	Iteration 64Q: 3 clusters Score -2063193 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2063234.750000 Penalty: 3235.093262
	Iteration 65Q: 3 clusters Score -2063235 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2063275.375000 Penalty: 3235.093262
	Iteration 66Q: 3 clusters Score -2063275 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2063321.375000 Penalty: 3235.093262
	Iteration 67Q: 3 clusters Score -2063321 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2063333.750000 Penalty: 3235.093262
	Iteration 68Q: 3 clusters Score -2063334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2063347.250000 Penalty: 3235.093262
	Iteration 69Q: 3 clusters Score -2063347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2063364.000000 Penalty: 3235.093262
	Iteration 70Q: 3 clusters Score -2063364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2063383.500000 Penalty: 3235.093262
	Iteration 71Q: 3 clusters Score -2063384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2063391.250000 Penalty: 3235.093262
	Iteration 72Q: 3 clusters Score -2063391 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2063409.875000 Penalty: 3235.093262
	Iteration 73Q: 3 clusters Score -2063410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2063427.375000 Penalty: 3235.093262
	Iteration 74Q: 3 clusters Score -2063427 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2063440.000000 Penalty: 3235.093262
	Iteration 75Q: 3 clusters Score -2063440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2063444.250000 Penalty: 3235.093262
	Iteration 76Q: 3 clusters Score -2063444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2063454.125000 Penalty: 3235.093262
	Iteration 77Q: 3 clusters Score -2063454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2063463.500000 Penalty: 3235.093262
	Iteration 78Q: 3 clusters Score -2063464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2063477.875000 Penalty: 3235.093262
	Iteration 79Q: 3 clusters Score -2063478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2063486.500000 Penalty: 3235.093262
	Iteration 80F: 3 clusters Score -2063486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2063489.375000 Penalty: 3235.093262
	Iteration 81Q: 3 clusters Score -2063489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2063500.625000 Penalty: 3235.093262
	Iteration 82Q: 3 clusters Score -2063501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2063506.500000 Penalty: 3235.093262
	Iteration 83Q: 3 clusters Score -2063506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2063516.625000 Penalty: 3235.093262
	Iteration 84Q: 3 clusters Score -2063517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2063527.750000 Penalty: 3235.093262
	Iteration 85Q: 3 clusters Score -2063528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2063534.250000 Penalty: 3235.093262
	Iteration 86Q: 3 clusters Score -2063534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2063538.625000 Penalty: 3235.093262
	Iteration 87Q: 3 clusters Score -2063539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2063547.000000 Penalty: 3235.093262
	Iteration 88Q: 3 clusters Score -2063547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2063551.500000 Penalty: 3235.093262
	Iteration 89Q: 3 clusters Score -2063552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2063555.000000 Penalty: 3235.093262
	Iteration 90Q: 3 clusters Score -2063555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2063558.125000 Penalty: 3235.093262
	Iteration 91Q: 3 clusters Score -2063558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2063564.500000 Penalty: 3235.093262
	Iteration 92Q: 3 clusters Score -2063564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2063564.500000 Penalty: 3235.093262
	Iteration 93Q: 3 clusters Score -2063564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2063564.875000 Penalty: 3235.093262
	Iteration 94Q: 3 clusters Score -2063565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2063567.500000 Penalty: 3235.093262
	Iteration 95Q: 3 clusters Score -2063568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2063568.375000 Penalty: 3235.093262
	Iteration 96Q: 3 clusters Score -2063568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2063568.750000 Penalty: 3235.093262
	Iteration 97Q: 3 clusters Score -2063569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2063573.375000 Penalty: 3235.093262
	Iteration 98Q: 3 clusters Score -2063573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2063572.125000 Penalty: 3235.093262
	Iteration 99Q: 3 clusters Score -2063572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2063572.125000 Penalty: 3235.093262
	Iteration 100F: 3 clusters Score -2063572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -59017.308594 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -59017.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -57817.671875 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -57817.67 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58019.824219 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -58019.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58093.031250 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -58093.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58139.144531 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -58139.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58149.175781 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -58149.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58153.816406 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -58153.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58159.636719 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -58159.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58161.859375 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -58161.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58167.855469 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -58167.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58171.707031 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -58171.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58180.007812 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -58180.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58185.652344 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -58185.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58186.785156 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -58186.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58188.058594 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -58188.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58188.058594 Penalty: 2123.953369
	Iteration 14F: 3 clusters Score -58188.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -141399.062500 Penalty: 1219.284546
	Iteration 0F: 2 clusters Score -141399.1 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 888 members 
Entering Unmasked Estep 
Score: -139481.406250 Penalty: 2438.569092
	Iteration 0F: 3 clusters Score -139481.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -140032.031250 Penalty: 2438.569092
	Iteration 1F: 3 clusters Score -140032 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -140243.015625 Penalty: 2438.569092
	Iteration 2F: 3 clusters Score -140243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -140363.062500 Penalty: 2438.569092
	Iteration 3F: 3 clusters Score -140363.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -140466.156250 Penalty: 2438.569092
	Iteration 4F: 3 clusters Score -140466.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -140558.484375 Penalty: 2438.569092
	Iteration 5Q: 3 clusters Score -140558.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -140629.640625 Penalty: 2438.569092
	Iteration 6Q: 3 clusters Score -140629.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -140693.171875 Penalty: 2438.569092
	Iteration 7Q: 3 clusters Score -140693.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -140743.015625 Penalty: 2438.569092
	Iteration 8Q: 3 clusters Score -140743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -140811.218750 Penalty: 2438.569092
	Iteration 9Q: 3 clusters Score -140811.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -140871.859375 Penalty: 2438.569092
	Iteration 10Q: 3 clusters Score -140871.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -140951.000000 Penalty: 2438.569092
	Iteration 11Q: 3 clusters Score -140951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -141038.000000 Penalty: 2438.569092
	Iteration 12Q: 3 clusters Score -141038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -141115.078125 Penalty: 2438.569092
	Iteration 13Q: 3 clusters Score -141115.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -141145.125000 Penalty: 2438.569092
	Iteration 14Q: 3 clusters Score -141145.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -141159.609375 Penalty: 2438.569092
	Iteration 15Q: 3 clusters Score -141159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -141169.500000 Penalty: 2438.569092
	Iteration 16Q: 3 clusters Score -141169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -141176.203125 Penalty: 2438.569092
	Iteration 17Q: 3 clusters Score -141176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -141181.718750 Penalty: 2438.569092
	Iteration 18Q: 3 clusters Score -141181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -141187.140625 Penalty: 2438.569092
	Iteration 19Q: 3 clusters Score -141187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -141187.500000 Penalty: 2438.569092
	Iteration 20F: 3 clusters Score -141187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -141188.437500 Penalty: 2438.569092
	Iteration 21Q: 3 clusters Score -141188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -141188.437500 Penalty: 2438.569092
	Iteration 22F: 3 clusters Score -141188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Entering Unmasked Estep 
Score: -2899104.500000 Penalty: 1675.956055
	Iteration 0F: 2 clusters Score -2899104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2878847.000000 Penalty: 3351.912109
	Iteration 0F: 3 clusters Score -2878847 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2887101.500000 Penalty: 3351.912109
	Iteration 1F: 3 clusters Score -2887102 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2888110.500000 Penalty: 3351.912109
	Iteration 2F: 3 clusters Score -2888110 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2889355.000000 Penalty: 3351.912109
	Iteration 3F: 3 clusters Score -2889355 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2890728.000000 Penalty: 3351.912109
	Iteration 4F: 3 clusters Score -2890728 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2891956.000000 Penalty: 3351.912109
	Iteration 5F: 3 clusters Score -2891956 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2892884.250000 Penalty: 3351.912109
	Iteration 6F: 3 clusters Score -2892884 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2893634.250000 Penalty: 3351.912109
	Iteration 7Q: 3 clusters Score -2893634 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2894216.750000 Penalty: 3351.912109
	Iteration 8Q: 3 clusters Score -2894217 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2894738.750000 Penalty: 3351.912109
	Iteration 9Q: 3 clusters Score -2894739 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2895089.000000 Penalty: 3351.912109
	Iteration 10Q: 3 clusters Score -2895089 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2895300.250000 Penalty: 3351.912109
	Iteration 11Q: 3 clusters Score -2895300 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2895481.000000 Penalty: 3351.912109
	Iteration 12Q: 3 clusters Score -2895481 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2895639.500000 Penalty: 3351.912109
	Iteration 13Q: 3 clusters Score -2895640 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2895759.250000 Penalty: 3351.912109
	Iteration 14Q: 3 clusters Score -2895759 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2895853.000000 Penalty: 3351.912109
	Iteration 15Q: 3 clusters Score -2895853 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2895937.250000 Penalty: 3351.912109
	Iteration 16Q: 3 clusters Score -2895937 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2896011.000000 Penalty: 3351.912109
	Iteration 17Q: 3 clusters Score -2896011 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2896080.500000 Penalty: 3351.912109
	Iteration 18Q: 3 clusters Score -2896080 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2896152.750000 Penalty: 3351.912109
	Iteration 19Q: 3 clusters Score -2896153 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2896222.500000 Penalty: 3351.912109
	Iteration 20F: 3 clusters Score -2896222 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2896284.500000 Penalty: 3351.912109
	Iteration 21Q: 3 clusters Score -2896284 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2896338.000000 Penalty: 3351.912109
	Iteration 22Q: 3 clusters Score -2896338 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2896416.000000 Penalty: 3351.912109
	Iteration 23Q: 3 clusters Score -2896416 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2896500.500000 Penalty: 3351.912109
	Iteration 24Q: 3 clusters Score -2896500 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -2896578.000000 Penalty: 3351.912109
	Iteration 25Q: 3 clusters Score -2896578 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -2896652.500000 Penalty: 3351.912109
	Iteration 26Q: 3 clusters Score -2896652 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -2896717.000000 Penalty: 3351.912109
	Iteration 27Q: 3 clusters Score -2896717 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -2896778.750000 Penalty: 3351.912109
	Iteration 28Q: 3 clusters Score -2896779 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -2896839.000000 Penalty: 3351.912109
	Iteration 29Q: 3 clusters Score -2896839 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -2896931.500000 Penalty: 3351.912109
	Iteration 30Q: 3 clusters Score -2896932 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -2897049.250000 Penalty: 3351.912109
	Iteration 31Q: 3 clusters Score -2897049 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -2897145.250000 Penalty: 3351.912109
	Iteration 32Q: 3 clusters Score -2897145 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2897237.250000 Penalty: 3351.912109
	Iteration 33Q: 3 clusters Score -2897237 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -2897323.000000 Penalty: 3351.912109
	Iteration 34Q: 3 clusters Score -2897323 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -2897384.000000 Penalty: 3351.912109
	Iteration 35Q: 3 clusters Score -2897384 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -2897466.750000 Penalty: 3351.912109
	Iteration 36Q: 3 clusters Score -2897467 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -2897515.750000 Penalty: 3351.912109
	Iteration 37Q: 3 clusters Score -2897516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -2897546.500000 Penalty: 3351.912109
	Iteration 38Q: 3 clusters Score -2897546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2897559.000000 Penalty: 3351.912109
	Iteration 39Q: 3 clusters Score -2897559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2897577.750000 Penalty: 3351.912109
	Iteration 40F: 3 clusters Score -2897578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -2897591.500000 Penalty: 3351.912109
	Iteration 41Q: 3 clusters Score -2897592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -2897606.750000 Penalty: 3351.912109
	Iteration 42Q: 3 clusters Score -2897607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -2897610.250000 Penalty: 3351.912109
	Iteration 43Q: 3 clusters Score -2897610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -2897621.250000 Penalty: 3351.912109
	Iteration 44Q: 3 clusters Score -2897621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -2897617.750000 Penalty: 3351.912109
	Iteration 45Q: 3 clusters Score -2897618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -2897621.000000 Penalty: 3351.912109
	Iteration 46Q: 3 clusters Score -2897621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -2897634.000000 Penalty: 3351.912109
	Iteration 47Q: 3 clusters Score -2897634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -2897627.500000 Penalty: 3351.912109
	Iteration 48Q: 3 clusters Score -2897628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -2897630.750000 Penalty: 3351.912109
	Iteration 49Q: 3 clusters Score -2897631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -2897629.750000 Penalty: 3351.912109
	Iteration 50Q: 3 clusters Score -2897630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -2897633.000000 Penalty: 3351.912109
	Iteration 51Q: 3 clusters Score -2897633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -2897640.250000 Penalty: 3351.912109
	Iteration 52Q: 3 clusters Score -2897640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -2897643.500000 Penalty: 3351.912109
	Iteration 53Q: 3 clusters Score -2897644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -2897647.000000 Penalty: 3351.912109
	Iteration 54Q: 3 clusters Score -2897647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -2897647.000000 Penalty: 3351.912109
	Iteration 55Q: 3 clusters Score -2897647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -2897640.500000 Penalty: 3351.912109
	Iteration 56Q: 3 clusters Score -2897640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -2897647.250000 Penalty: 3351.912109
	Iteration 57Q: 3 clusters Score -2897647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -2897649.750000 Penalty: 3351.912109
	Iteration 58Q: 3 clusters Score -2897650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2897654.500000 Penalty: 3351.912109
	Iteration 59Q: 3 clusters Score -2897654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -2897652.000000 Penalty: 3351.912109
	Iteration 60F: 3 clusters Score -2897652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -2897653.750000 Penalty: 3351.912109
	Iteration 61Q: 3 clusters Score -2897654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -2897656.750000 Penalty: 3351.912109
	Iteration 62Q: 3 clusters Score -2897657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -2897656.750000 Penalty: 3351.912109
	Iteration 63Q: 3 clusters Score -2897657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -2897658.000000 Penalty: 3351.912109
	Iteration 64Q: 3 clusters Score -2897658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2897658.000000 Penalty: 3351.912109
	Iteration 65Q: 3 clusters Score -2897658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -2897661.750000 Penalty: 3351.912109
	Iteration 66Q: 3 clusters Score -2897662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2897658.500000 Penalty: 3351.912109
	Iteration 67Q: 3 clusters Score -2897658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -2897662.250000 Penalty: 3351.912109
	Iteration 68Q: 3 clusters Score -2897662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2897662.250000 Penalty: 3351.912109
	Iteration 69Q: 3 clusters Score -2897662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2897662.250000 Penalty: 3351.912109
	Iteration 70F: 3 clusters Score -2897662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -2386710.500000 Penalty: 1649.190063
	Iteration 0F: 2 clusters Score -2386710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2369475.750000 Penalty: 3298.380127
	Iteration 0F: 3 clusters Score -2369476 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2375834.500000 Penalty: 3298.380127
	Iteration 1F: 3 clusters Score -2375834 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2376183.750000 Penalty: 3298.380127
	Iteration 2Q: 3 clusters Score -2376184 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2376510.500000 Penalty: 3298.380127
	Iteration 3Q: 3 clusters Score -2376510 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2376904.500000 Penalty: 3298.380127
	Iteration 4Q: 3 clusters Score -2376904 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2377452.750000 Penalty: 3298.380127
	Iteration 5Q: 3 clusters Score -2377453 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2378211.000000 Penalty: 3298.380127
	Iteration 6F: 3 clusters Score -2378211 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2379283.250000 Penalty: 3298.380127
	Iteration 7F: 3 clusters Score -2379283 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2380768.500000 Penalty: 3298.380127
	Iteration 8F: 3 clusters Score -2380768 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2382324.750000 Penalty: 3298.380127
	Iteration 9F: 3 clusters Score -2382325 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2383613.000000 Penalty: 3298.380127
	Iteration 10F: 3 clusters Score -2383613 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2384398.500000 Penalty: 3298.380127
	Iteration 11Q: 3 clusters Score -2384398 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2384848.000000 Penalty: 3298.380127
	Iteration 12Q: 3 clusters Score -2384848 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2385153.250000 Penalty: 3298.380127
	Iteration 13Q: 3 clusters Score -2385153 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2385328.750000 Penalty: 3298.380127
	Iteration 14Q: 3 clusters Score -2385329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2385411.500000 Penalty: 3298.380127
	Iteration 15Q: 3 clusters Score -2385412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2385444.000000 Penalty: 3298.380127
	Iteration 16Q: 3 clusters Score -2385444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2385459.000000 Penalty: 3298.380127
	Iteration 17Q: 3 clusters Score -2385459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2385465.750000 Penalty: 3298.380127
	Iteration 18Q: 3 clusters Score -2385466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2385475.000000 Penalty: 3298.380127
	Iteration 19Q: 3 clusters Score -2385475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2385479.750000 Penalty: 3298.380127
	Iteration 20F: 3 clusters Score -2385480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2385482.000000 Penalty: 3298.380127
	Iteration 21Q: 3 clusters Score -2385482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2385483.500000 Penalty: 3298.380127
	Iteration 22Q: 3 clusters Score -2385484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2385482.250000 Penalty: 3298.380127
	Iteration 23Q: 3 clusters Score -2385482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2385483.750000 Penalty: 3298.380127
	Iteration 24Q: 3 clusters Score -2385484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2385483.750000 Penalty: 3298.380127
	Iteration 25F: 3 clusters Score -2385484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -131824.875000 Penalty: 1187.638184
	Iteration 0F: 2 clusters Score -131824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -130080.898438 Penalty: 2375.276367
	Iteration 0F: 3 clusters Score -130080.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -130444.148438 Penalty: 2375.276367
	Iteration 1F: 3 clusters Score -130444.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -130556.234375 Penalty: 2375.276367
	Iteration 2F: 3 clusters Score -130556.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130652.304688 Penalty: 2375.276367
	Iteration 3Q: 3 clusters Score -130652.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -130755.234375 Penalty: 2375.276367
	Iteration 4Q: 3 clusters Score -130755.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130848.062500 Penalty: 2375.276367
	Iteration 5Q: 3 clusters Score -130848.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -130922.390625 Penalty: 2375.276367
	Iteration 6Q: 3 clusters Score -130922.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -130987.742188 Penalty: 2375.276367
	Iteration 7Q: 3 clusters Score -130987.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -131046.273438 Penalty: 2375.276367
	Iteration 8Q: 3 clusters Score -131046.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -131089.421875 Penalty: 2375.276367
	Iteration 9Q: 3 clusters Score -131089.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -131128.015625 Penalty: 2375.276367
	Iteration 10Q: 3 clusters Score -131128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -131159.125000 Penalty: 2375.276367
	Iteration 11Q: 3 clusters Score -131159.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -131182.046875 Penalty: 2375.276367
	Iteration 12Q: 3 clusters Score -131182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -131198.562500 Penalty: 2375.276367
	Iteration 13Q: 3 clusters Score -131198.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -131214.546875 Penalty: 2375.276367
	Iteration 14Q: 3 clusters Score -131214.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -131241.687500 Penalty: 2375.276367
	Iteration 15Q: 3 clusters Score -131241.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -131264.187500 Penalty: 2375.276367
	Iteration 16Q: 3 clusters Score -131264.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -131280.265625 Penalty: 2375.276367
	Iteration 17Q: 3 clusters Score -131280.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -131291.953125 Penalty: 2375.276367
	Iteration 18Q: 3 clusters Score -131292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -131296.156250 Penalty: 2375.276367
	Iteration 19Q: 3 clusters Score -131296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131300.218750 Penalty: 2375.276367
	Iteration 20F: 3 clusters Score -131300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -131304.640625 Penalty: 2375.276367
	Iteration 21Q: 3 clusters Score -131304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -131307.265625 Penalty: 2375.276367
	Iteration 22Q: 3 clusters Score -131307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -131308.656250 Penalty: 2375.276367
	Iteration 23Q: 3 clusters Score -131308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -131309.546875 Penalty: 2375.276367
	Iteration 24Q: 3 clusters Score -131309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -131309.609375 Penalty: 2375.276367
	Iteration 25Q: 3 clusters Score -131309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -131310.734375 Penalty: 2375.276367
	Iteration 26Q: 3 clusters Score -131310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -131310.843750 Penalty: 2375.276367
	Iteration 27Q: 3 clusters Score -131310.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -131310.843750 Penalty: 2375.276367
	Iteration 28F: 3 clusters Score -131310.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Entering Unmasked Estep 
Score: -3718326.250000 Penalty: 1713.181274
	Iteration 0F: 2 clusters Score -3718326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3696616.750000 Penalty: 3426.362549
	Iteration 0F: 3 clusters Score -3696617 nChanged 17542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3706125.750000 Penalty: 3426.362549
	Iteration 1F: 3 clusters Score -3706126 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3706452.750000 Penalty: 3426.362549
	Iteration 2Q: 3 clusters Score -3706453 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3706763.000000 Penalty: 3426.362549
	Iteration 3Q: 3 clusters Score -3706763 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3707040.000000 Penalty: 3426.362549
	Iteration 4Q: 3 clusters Score -3707040 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3707396.500000 Penalty: 3426.362549
	Iteration 5Q: 3 clusters Score -3707396 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3707910.000000 Penalty: 3426.362549
	Iteration 6Q: 3 clusters Score -3707910 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3708762.500000 Penalty: 3426.362549
	Iteration 7Q: 3 clusters Score -3708762 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3710044.250000 Penalty: 3426.362549
	Iteration 8F: 3 clusters Score -3710044 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3712146.500000 Penalty: 3426.362549
	Iteration 9F: 3 clusters Score -3712146 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -3714769.750000 Penalty: 3426.362549
	Iteration 10F: 3 clusters Score -3714770 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -3716617.750000 Penalty: 3426.362549
	Iteration 11F: 3 clusters Score -3716618 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -3716850.500000 Penalty: 3426.362549
	Iteration 12Q: 3 clusters Score -3716850 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -3716837.750000 Penalty: 3426.362549
	Iteration 13Q: 3 clusters Score -3716838 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -3716844.250000 Penalty: 3426.362549
	Iteration 14Q: 3 clusters Score -3716844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -3716849.250000 Penalty: 3426.362549
	Iteration 15Q: 3 clusters Score -3716849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -3716887.250000 Penalty: 3426.362549
	Iteration 16Q: 3 clusters Score -3716887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -3716905.000000 Penalty: 3426.362549
	Iteration 17Q: 3 clusters Score -3716905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3716936.250000 Penalty: 3426.362549
	Iteration 18Q: 3 clusters Score -3716936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -3716940.250000 Penalty: 3426.362549
	Iteration 19Q: 3 clusters Score -3716940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -3716947.750000 Penalty: 3426.362549
	Iteration 20F: 3 clusters Score -3716948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -3716954.250000 Penalty: 3426.362549
	Iteration 21Q: 3 clusters Score -3716954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -3716957.000000 Penalty: 3426.362549
	Iteration 22Q: 3 clusters Score -3716957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -3716958.500000 Penalty: 3426.362549
	Iteration 23Q: 3 clusters Score -3716958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -3716958.500000 Penalty: 3426.362549
	Iteration 24F: 3 clusters Score -3716958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -303075.593750 Penalty: 1316.078857
	Iteration 0F: 2 clusters Score -303075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -300171.156250 Penalty: 2632.157715
	Iteration 0F: 3 clusters Score -300171.2 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -300891.375000 Penalty: 2632.157715
	Iteration 1F: 3 clusters Score -300891.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -301090.812500 Penalty: 2632.157715
	Iteration 2F: 3 clusters Score -301090.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -301246.500000 Penalty: 2632.157715
	Iteration 3F: 3 clusters Score -301246.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -301385.750000 Penalty: 2632.157715
	Iteration 4F: 3 clusters Score -301385.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -301494.281250 Penalty: 2632.157715
	Iteration 5Q: 3 clusters Score -301494.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -301579.625000 Penalty: 2632.157715
	Iteration 6Q: 3 clusters Score -301579.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -301653.718750 Penalty: 2632.157715
	Iteration 7Q: 3 clusters Score -301653.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -301733.781250 Penalty: 2632.157715
	Iteration 8Q: 3 clusters Score -301733.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -301793.656250 Penalty: 2632.157715
	Iteration 9Q: 3 clusters Score -301793.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -301838.125000 Penalty: 2632.157715
	Iteration 10Q: 3 clusters Score -301838.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -301878.843750 Penalty: 2632.157715
	Iteration 11Q: 3 clusters Score -301878.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -301915.625000 Penalty: 2632.157715
	Iteration 12Q: 3 clusters Score -301915.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -301959.031250 Penalty: 2632.157715
	Iteration 13Q: 3 clusters Score -301959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -302001.968750 Penalty: 2632.157715
	Iteration 14Q: 3 clusters Score -302002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -302042.906250 Penalty: 2632.157715
	Iteration 15Q: 3 clusters Score -302042.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -302078.843750 Penalty: 2632.157715
	Iteration 16Q: 3 clusters Score -302078.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -302098.437500 Penalty: 2632.157715
	Iteration 17Q: 3 clusters Score -302098.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -302127.843750 Penalty: 2632.157715
	Iteration 18Q: 3 clusters Score -302127.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -302153.031250 Penalty: 2632.157715
	Iteration 19Q: 3 clusters Score -302153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -302170.062500 Penalty: 2632.157715
	Iteration 20F: 3 clusters Score -302170.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -302185.968750 Penalty: 2632.157715
	Iteration 21Q: 3 clusters Score -302186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -302197.437500 Penalty: 2632.157715
	Iteration 22Q: 3 clusters Score -302197.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -302208.718750 Penalty: 2632.157715
	Iteration 23Q: 3 clusters Score -302208.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -302217.625000 Penalty: 2632.157715
	Iteration 24Q: 3 clusters Score -302217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -302223.343750 Penalty: 2632.157715
	Iteration 25Q: 3 clusters Score -302223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -302230.375000 Penalty: 2632.157715
	Iteration 26Q: 3 clusters Score -302230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -302242.625000 Penalty: 2632.157715
	Iteration 27Q: 3 clusters Score -302242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -302252.125000 Penalty: 2632.157715
	Iteration 28Q: 3 clusters Score -302252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -302257.968750 Penalty: 2632.157715
	Iteration 29Q: 3 clusters Score -302258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -302262.312500 Penalty: 2632.157715
	Iteration 30Q: 3 clusters Score -302262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -302268.343750 Penalty: 2632.157715
	Iteration 31Q: 3 clusters Score -302268.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -302272.250000 Penalty: 2632.157715
	Iteration 32Q: 3 clusters Score -302272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -302277.031250 Penalty: 2632.157715
	Iteration 33Q: 3 clusters Score -302277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -302279.968750 Penalty: 2632.157715
	Iteration 34Q: 3 clusters Score -302280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -302282.406250 Penalty: 2632.157715
	Iteration 35Q: 3 clusters Score -302282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -302283.656250 Penalty: 2632.157715
	Iteration 36Q: 3 clusters Score -302283.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -302286.875000 Penalty: 2632.157715
	Iteration 37Q: 3 clusters Score -302286.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -302288.500000 Penalty: 2632.157715
	Iteration 38Q: 3 clusters Score -302288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -302289.781250 Penalty: 2632.157715
	Iteration 39Q: 3 clusters Score -302289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -302290.625000 Penalty: 2632.157715
	Iteration 40F: 3 clusters Score -302290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -122485.875000 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -122485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -120810.210938 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -120810.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -121241.640625 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -121241.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121382.250000 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -121382.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -121466.203125 Penalty: 2348.754150
	Iteration 3F: 3 clusters Score -121466.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121519.109375 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -121519.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121555.765625 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -121555.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -121576.773438 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -121576.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121597.757812 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -121597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -121615.960938 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -121616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121630.703125 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -121630.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121646.265625 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -121646.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121653.687500 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -121653.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121659.554688 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -121659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121663.562500 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -121663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121665.484375 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -121665.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121665.484375 Penalty: 2348.754150
	Iteration 15F: 3 clusters Score -121665.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -131128.890625 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -131128.9 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 698 members 
Entering Unmasked Estep 
Score: -129377.257812 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -129377.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -129728.796875 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -129728.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129814.156250 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -129814.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129856.726562 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -129856.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129889.671875 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -129889.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -129908.296875 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -129908.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129923.710938 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -129923.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -129932.523438 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -129932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -129936.718750 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -129936.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -129944.539062 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -129944.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -129951.578125 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -129951.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -129958.179688 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -129958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129961.648438 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -129961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129963.226562 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -129963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129963.226562 Penalty: 2362.851562
	Iteration 14F: 3 clusters Score -129963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (31108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Entering Unmasked Estep 
Score: -3069992.750000 Penalty: 1681.098389
	Iteration 0F: 2 clusters Score -3069993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3050472.500000 Penalty: 3362.196777
	Iteration 0F: 3 clusters Score -3050472 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3058350.000000 Penalty: 3362.196777
	Iteration 1F: 3 clusters Score -3058350 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3058652.750000 Penalty: 3362.196777
	Iteration 2Q: 3 clusters Score -3058653 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3058962.000000 Penalty: 3362.196777
	Iteration 3Q: 3 clusters Score -3058962 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3059334.250000 Penalty: 3362.196777
	Iteration 4Q: 3 clusters Score -3059334 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3059893.000000 Penalty: 3362.196777
	Iteration 5Q: 3 clusters Score -3059893 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3060817.500000 Penalty: 3362.196777
	Iteration 6F: 3 clusters Score -3060818 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3062278.000000 Penalty: 3362.196777
	Iteration 7F: 3 clusters Score -3062278 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3064196.000000 Penalty: 3362.196777
	Iteration 8F: 3 clusters Score -3064196 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3066093.500000 Penalty: 3362.196777
	Iteration 9F: 3 clusters Score -3066094 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3067499.000000 Penalty: 3362.196777
	Iteration 10F: 3 clusters Score -3067499 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3068106.750000 Penalty: 3362.196777
	Iteration 11Q: 3 clusters Score -3068107 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -3068328.500000 Penalty: 3362.196777
	Iteration 12Q: 3 clusters Score -3068328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3068422.750000 Penalty: 3362.196777
	Iteration 13Q: 3 clusters Score -3068423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3068475.750000 Penalty: 3362.196777
	Iteration 14Q: 3 clusters Score -3068476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3068494.750000 Penalty: 3362.196777
	Iteration 15Q: 3 clusters Score -3068495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3068513.250000 Penalty: 3362.196777
	Iteration 16Q: 3 clusters Score -3068513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -3068516.750000 Penalty: 3362.196777
	Iteration 17Q: 3 clusters Score -3068517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -3068519.500000 Penalty: 3362.196777
	Iteration 18Q: 3 clusters Score -3068520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -3068519.500000 Penalty: 3362.196777
	Iteration 19F: 3 clusters Score -3068520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -462102.437500 Penalty: 1380.528564
	Iteration 0F: 2 clusters Score -462102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -458208.250000 Penalty: 2761.057129
	Iteration 0F: 3 clusters Score -458208.2 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -459304.906250 Penalty: 2761.057129
	Iteration 1F: 3 clusters Score -459304.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -459463.375000 Penalty: 2761.057129
	Iteration 2F: 3 clusters Score -459463.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -459556.593750 Penalty: 2761.057129
	Iteration 3Q: 3 clusters Score -459556.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -459622.812500 Penalty: 2761.057129
	Iteration 4Q: 3 clusters Score -459622.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -459672.718750 Penalty: 2761.057129
	Iteration 5Q: 3 clusters Score -459672.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -459727.906250 Penalty: 2761.057129
	Iteration 6Q: 3 clusters Score -459727.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -459788.781250 Penalty: 2761.057129
	Iteration 7Q: 3 clusters Score -459788.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -459838.562500 Penalty: 2761.057129
	Iteration 8Q: 3 clusters Score -459838.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -459905.875000 Penalty: 2761.057129
	Iteration 9Q: 3 clusters Score -459905.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -459972.343750 Penalty: 2761.057129
	Iteration 10Q: 3 clusters Score -459972.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -460043.437500 Penalty: 2761.057129
	Iteration 11Q: 3 clusters Score -460043.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -460109.468750 Penalty: 2761.057129
	Iteration 12Q: 3 clusters Score -460109.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -460181.625000 Penalty: 2761.057129
	Iteration 13Q: 3 clusters Score -460181.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -460262.218750 Penalty: 2761.057129
	Iteration 14Q: 3 clusters Score -460262.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -460334.718750 Penalty: 2761.057129
	Iteration 15Q: 3 clusters Score -460334.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -460411.343750 Penalty: 2761.057129
	Iteration 16Q: 3 clusters Score -460411.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -460488.000000 Penalty: 2761.057129
	Iteration 17Q: 3 clusters Score -460488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -460560.093750 Penalty: 2761.057129
	Iteration 18Q: 3 clusters Score -460560.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -460623.625000 Penalty: 2761.057129
	Iteration 19Q: 3 clusters Score -460623.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -460681.250000 Penalty: 2761.057129
	Iteration 20F: 3 clusters Score -460681.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -460729.468750 Penalty: 2761.057129
	Iteration 21Q: 3 clusters Score -460729.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -460762.062500 Penalty: 2761.057129
	Iteration 22Q: 3 clusters Score -460762.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -460783.718750 Penalty: 2761.057129
	Iteration 23Q: 3 clusters Score -460783.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -460807.562500 Penalty: 2761.057129
	Iteration 24Q: 3 clusters Score -460807.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -460832.750000 Penalty: 2761.057129
	Iteration 25Q: 3 clusters Score -460832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -460850.468750 Penalty: 2761.057129
	Iteration 26Q: 3 clusters Score -460850.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -460867.406250 Penalty: 2761.057129
	Iteration 27Q: 3 clusters Score -460867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -460875.562500 Penalty: 2761.057129
	Iteration 28Q: 3 clusters Score -460875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -460881.062500 Penalty: 2761.057129
	Iteration 29Q: 3 clusters Score -460881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -460884.718750 Penalty: 2761.057129
	Iteration 30Q: 3 clusters Score -460884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -460887.812500 Penalty: 2761.057129
	Iteration 31Q: 3 clusters Score -460887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -460888.968750 Penalty: 2761.057129
	Iteration 32Q: 3 clusters Score -460889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -460889.625000 Penalty: 2761.057129
	Iteration 33Q: 3 clusters Score -460889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -460889.625000 Penalty: 2761.057129
	Iteration 34F: 3 clusters Score -460889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -695088.437500 Penalty: 1449.953613
	Iteration 0F: 2 clusters Score -695088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -689508.187500 Penalty: 2899.907227
	Iteration 0F: 3 clusters Score -689508.2 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -691340.000000 Penalty: 2899.907227
	Iteration 1F: 3 clusters Score -691340 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -691585.937500 Penalty: 2899.907227
	Iteration 2F: 3 clusters Score -691585.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -691781.500000 Penalty: 2899.907227
	Iteration 3F: 3 clusters Score -691781.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -691957.500000 Penalty: 2899.907227
	Iteration 4Q: 3 clusters Score -691957.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -692142.875000 Penalty: 2899.907227
	Iteration 5Q: 3 clusters Score -692142.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -692359.937500 Penalty: 2899.907227
	Iteration 6Q: 3 clusters Score -692359.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -692588.312500 Penalty: 2899.907227
	Iteration 7Q: 3 clusters Score -692588.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -692827.375000 Penalty: 2899.907227
	Iteration 8Q: 3 clusters Score -692827.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -693049.312500 Penalty: 2899.907227
	Iteration 9Q: 3 clusters Score -693049.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -693274.375000 Penalty: 2899.907227
	Iteration 10Q: 3 clusters Score -693274.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -693485.312500 Penalty: 2899.907227
	Iteration 11Q: 3 clusters Score -693485.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -693660.000000 Penalty: 2899.907227
	Iteration 12Q: 3 clusters Score -693660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -693825.375000 Penalty: 2899.907227
	Iteration 13Q: 3 clusters Score -693825.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -693980.250000 Penalty: 2899.907227
	Iteration 14Q: 3 clusters Score -693980.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -694142.062500 Penalty: 2899.907227
	Iteration 15Q: 3 clusters Score -694142.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -694249.125000 Penalty: 2899.907227
	Iteration 16Q: 3 clusters Score -694249.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -694310.062500 Penalty: 2899.907227
	Iteration 17Q: 3 clusters Score -694310.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -694350.875000 Penalty: 2899.907227
	Iteration 18Q: 3 clusters Score -694350.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -694373.750000 Penalty: 2899.907227
	Iteration 19Q: 3 clusters Score -694373.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -694388.500000 Penalty: 2899.907227
	Iteration 20F: 3 clusters Score -694388.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -694393.687500 Penalty: 2899.907227
	Iteration 21Q: 3 clusters Score -694393.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -694401.437500 Penalty: 2899.907227
	Iteration 22Q: 3 clusters Score -694401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -694406.500000 Penalty: 2899.907227
	Iteration 23Q: 3 clusters Score -694406.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -694410.250000 Penalty: 2899.907227
	Iteration 24Q: 3 clusters Score -694410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -694413.500000 Penalty: 2899.907227
	Iteration 25Q: 3 clusters Score -694413.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -694419.937500 Penalty: 2899.907227
	Iteration 26Q: 3 clusters Score -694419.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -694421.187500 Penalty: 2899.907227
	Iteration 27Q: 3 clusters Score -694421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -694423.750000 Penalty: 2899.907227
	Iteration 28Q: 3 clusters Score -694423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -694425.625000 Penalty: 2899.907227
	Iteration 29Q: 3 clusters Score -694425.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -694425.562500 Penalty: 2899.907227
	Iteration 30Q: 3 clusters Score -694425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -694426.937500 Penalty: 2899.907227
	Iteration 31Q: 3 clusters Score -694426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -694426.000000 Penalty: 2899.907227
	Iteration 32Q: 3 clusters Score -694426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -694426.000000 Penalty: 2899.907227
	Iteration 33F: 3 clusters Score -694426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 34242 members 
Mstep: Class 6 contains 40019 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23797 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6519 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38668 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21039 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30139 members 
Mstep: Class 37 contains 25562 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 37898 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31108 members 
Mstep: Class 44 contains 4893 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781820.000000 Penalty: 96567.195312
Iteration 359Q: 46 clusters Score -4.978182e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5341 members 
Mstep: Class 5 contains 34250 members 
Mstep: Class 6 contains 40022 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23685 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40740 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 21282 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6519 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 38680 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 21038 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30139 members 
Mstep: Class 37 contains 25421 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 37739 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31066 members 
Mstep: Class 44 contains 4894 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782032.000000 Penalty: 96567.195312
Iteration 360F: 46 clusters Score -4.978203e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 34294 members 
Mstep: Class 6 contains 40023 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23579 members 
Mstep: Class 9 contains 24691 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40741 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 22132 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6519 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 38689 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 21038 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30139 members 
Mstep: Class 37 contains 25224 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 37176 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31032 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782444.000000 Penalty: 96567.195312
Iteration 361Q: 46 clusters Score -4.978244e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5343 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 40025 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23453 members 
Mstep: Class 9 contains 24691 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40746 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 23051 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6518 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 38695 members 
Mstep: Class 27 contains 3650 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 21041 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30138 members 
Mstep: Class 37 contains 24974 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 36640 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31007 members 
Mstep: Class 44 contains 4897 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782732.000000 Penalty: 96567.195312
Iteration 362Q: 46 clusters Score -4.978273e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 34277 members 
Mstep: Class 6 contains 40023 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23306 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 23915 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6516 members 
Mstep: Class 24 contains 12538 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38703 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 21041 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30138 members 
Mstep: Class 37 contains 24761 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 36165 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30972 members 
Mstep: Class 44 contains 4898 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783120.000000 Penalty: 96567.195312
Iteration 363Q: 46 clusters Score -4.978312e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 34290 members 
Mstep: Class 6 contains 40026 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23201 members 
Mstep: Class 9 contains 24694 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40747 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 24728 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 5065 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6515 members 
Mstep: Class 24 contains 12541 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38712 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 21046 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30138 members 
Mstep: Class 37 contains 24518 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 35685 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30944 members 
Mstep: Class 44 contains 4898 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783436.000000 Penalty: 96567.195312
Iteration 364Q: 46 clusters Score -4.978344e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 38323 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 34320 members 
Mstep: Class 6 contains 40027 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23115 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40751 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 25540 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5913 members 
Mstep: Class 21 contains 5062 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 12544 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38720 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 21054 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30138 members 
Mstep: Class 37 contains 24279 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 35198 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30897 members 
Mstep: Class 44 contains 4898 members 
Mstep: Class 45 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783544.000000 Penalty: 96567.195312
Iteration 365Q: 46 clusters Score -4.978354e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 38325 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 34376 members 
Mstep: Class 6 contains 40032 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23025 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40751 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 26301 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6512 members 
Mstep: Class 24 contains 12547 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 38722 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 21066 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30138 members 
Mstep: Class 37 contains 23996 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 34765 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30866 members 
Mstep: Class 44 contains 4899 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783832.000000 Penalty: 96567.195312
Iteration 366Q: 46 clusters Score -4.978383e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7094 members 
Mstep: Class 3 contains 38332 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 34435 members 
Mstep: Class 6 contains 40034 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22927 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 26952 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 5056 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6510 members 
Mstep: Class 24 contains 12550 members 
Mstep: Class 25 contains 1285 members 
Mstep: Class 26 contains 38725 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 21087 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1813 members 
Mstep: Class 36 contains 30136 members 
Mstep: Class 37 contains 23712 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 34452 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30821 members 
Mstep: Class 44 contains 4900 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783888.000000 Penalty: 96567.195312
Iteration 367Q: 46 clusters Score -4.978389e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 38334 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 5 contains 34491 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22806 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 27560 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5891 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6509 members 
Mstep: Class 24 contains 12551 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 38733 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21113 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30135 members 
Mstep: Class 37 contains 23474 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 34155 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30783 members 
Mstep: Class 44 contains 4901 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784020.000000 Penalty: 96567.195312
Iteration 368Q: 46 clusters Score -4.978402e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 5393 members 
Mstep: Class 5 contains 34521 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22710 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40763 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28087 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5886 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 12554 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 38732 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21128 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30135 members 
Mstep: Class 37 contains 23284 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 33901 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30751 members 
Mstep: Class 44 contains 4902 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783840.000000 Penalty: 96567.195312
Iteration 369Q: 46 clusters Score -4.978384e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 38339 members 
Mstep: Class 4 contains 5402 members 
Mstep: Class 5 contains 34577 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22629 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28527 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12557 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 38747 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21144 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30135 members 
Mstep: Class 37 contains 23075 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 33696 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30714 members 
Mstep: Class 44 contains 4902 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783500.000000 Penalty: 96567.195312
Iteration 370Q: 46 clusters Score -4.97835e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 34626 members 
Mstep: Class 6 contains 40040 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22571 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28923 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5870 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12559 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38756 members 
Mstep: Class 27 contains 3650 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21165 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30134 members 
Mstep: Class 37 contains 22900 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 33497 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30671 members 
Mstep: Class 44 contains 4904 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783024.000000 Penalty: 96567.195312
Iteration 371Q: 46 clusters Score -4.978302e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 5414 members 
Mstep: Class 5 contains 34669 members 
Mstep: Class 6 contains 40043 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22512 members 
Mstep: Class 9 contains 24680 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40763 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29319 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 12561 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38768 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21176 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30134 members 
Mstep: Class 37 contains 22732 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 33306 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30626 members 
Mstep: Class 44 contains 4907 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782668.000000 Penalty: 96567.195312
Iteration 372Q: 46 clusters Score -4.978267e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 34749 members 
Mstep: Class 6 contains 40047 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22465 members 
Mstep: Class 9 contains 24679 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29664 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6506 members 
Mstep: Class 24 contains 12564 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38775 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21183 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30135 members 
Mstep: Class 37 contains 22574 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 33088 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30598 members 
Mstep: Class 44 contains 4909 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782244.000000 Penalty: 96567.195312
Iteration 373Q: 46 clusters Score -4.978224e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 5432 members 
Mstep: Class 5 contains 34844 members 
Mstep: Class 6 contains 40051 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22435 members 
Mstep: Class 9 contains 24679 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29990 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12566 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38785 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21196 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30134 members 
Mstep: Class 37 contains 22410 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 32858 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30563 members 
Mstep: Class 44 contains 4910 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781964.000000 Penalty: 96567.195312
Iteration 374Q: 46 clusters Score -4.978196e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7097 members 
Mstep: Class 3 contains 38339 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 34914 members 
Mstep: Class 6 contains 40050 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22417 members 
Mstep: Class 9 contains 24678 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 30318 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 5052 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12567 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38793 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21204 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30134 members 
Mstep: Class 37 contains 22278 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 32619 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30537 members 
Mstep: Class 44 contains 4911 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781632.000000 Penalty: 96567.195312
Iteration 375Q: 46 clusters Score -4.978163e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7098 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 5 contains 34975 members 
Mstep: Class 6 contains 40052 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22405 members 
Mstep: Class 9 contains 24680 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40758 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 30611 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5849 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12567 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38795 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21207 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30133 members 
Mstep: Class 37 contains 22169 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 32385 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30532 members 
Mstep: Class 44 contains 4911 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781476.000000 Penalty: 96567.195312
Iteration 376Q: 46 clusters Score -4.978148e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 5 contains 35027 members 
Mstep: Class 6 contains 40050 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22406 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40758 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 30883 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6506 members 
Mstep: Class 24 contains 12568 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38796 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21217 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 22091 members 
Mstep: Class 38 contains 1491 members 
Mstep: Class 39 contains 32139 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30520 members 
Mstep: Class 44 contains 4911 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781248.000000 Penalty: 96567.195312
Iteration 377Q: 46 clusters Score -4.978125e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 35090 members 
Mstep: Class 6 contains 40051 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22420 members 
Mstep: Class 9 contains 24684 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40759 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 31092 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6506 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38796 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21232 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 21999 members 
Mstep: Class 38 contains 1491 members 
Mstep: Class 39 contains 31944 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30497 members 
Mstep: Class 44 contains 4911 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780996.000000 Penalty: 96567.195312
Iteration 378Q: 46 clusters Score -4.9781e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 5454 members 
Mstep: Class 5 contains 35159 members 
Mstep: Class 6 contains 40054 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22429 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 31293 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6506 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38812 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21242 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 21891 members 
Mstep: Class 38 contains 1491 members 
Mstep: Class 39 contains 31755 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30476 members 
Mstep: Class 44 contains 4910 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780824.000000 Penalty: 96567.195312
Iteration 379Q: 46 clusters Score -4.978082e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 35220 members 
Mstep: Class 6 contains 40057 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22436 members 
Mstep: Class 9 contains 24680 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 31476 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38811 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21249 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1813 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 21819 members 
Mstep: Class 38 contains 1491 members 
Mstep: Class 39 contains 31569 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30465 members 
Mstep: Class 44 contains 4910 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780604.000000 Penalty: 96567.195312
Iteration 380F: 46 clusters Score -4.97806e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5474 members 
Mstep: Class 5 contains 35271 members 
Mstep: Class 6 contains 40059 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 24681 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40764 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 31705 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6504 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38817 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21252 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1813 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 21727 members 
Mstep: Class 38 contains 1490 members 
Mstep: Class 39 contains 31373 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30457 members 
Mstep: Class 44 contains 4912 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780312.000000 Penalty: 96567.195312
Iteration 381Q: 46 clusters Score -4.978031e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5479 members 
Mstep: Class 5 contains 35316 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22454 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40767 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 31916 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 1281 members 
Mstep: Class 26 contains 38815 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21252 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30133 members 
Mstep: Class 37 contains 21651 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 31165 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30452 members 
Mstep: Class 44 contains 4912 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780140.000000 Penalty: 96567.195312
Iteration 382Q: 46 clusters Score -4.978014e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 35378 members 
Mstep: Class 6 contains 40059 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22464 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40768 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 32157 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 38822 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 21256 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 21578 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 30918 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30438 members 
Mstep: Class 44 contains 4913 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779892.000000 Penalty: 96567.195312
Iteration 383Q: 46 clusters Score -4.977989e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 35426 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22477 members 
Mstep: Class 9 contains 24688 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40768 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 32388 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12571 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 38829 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 21260 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1813 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 21524 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 30674 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30421 members 
Mstep: Class 44 contains 4916 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779608.000000 Penalty: 96567.195312
Iteration 384Q: 46 clusters Score -4.977961e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5494 members 
Mstep: Class 5 contains 35456 members 
Mstep: Class 6 contains 40060 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22499 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40769 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 32641 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6504 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 38834 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 21270 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1813 members 
Mstep: Class 36 contains 30131 members 
Mstep: Class 37 contains 21472 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 30412 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30411 members 
Mstep: Class 44 contains 4916 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779488.000000 Penalty: 96567.195312
Iteration 385Q: 46 clusters Score -4.977949e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 35499 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40769 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 32907 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5843 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12574 members 
Mstep: Class 25 contains 1283 members 
Mstep: Class 26 contains 38837 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 21282 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1813 members 
Mstep: Class 36 contains 30131 members 
Mstep: Class 37 contains 21425 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 30128 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30402 members 
Mstep: Class 44 contains 4916 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779404.000000 Penalty: 96567.195312
Iteration 386Q: 46 clusters Score -4.97794e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 35551 members 
Mstep: Class 6 contains 40057 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22535 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40769 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33172 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 38842 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 21294 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 21388 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 29830 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30383 members 
Mstep: Class 44 contains 4916 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779460.000000 Penalty: 96567.195312
Iteration 387Q: 46 clusters Score -4.977946e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 35590 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22540 members 
Mstep: Class 9 contains 24688 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40768 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33468 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5843 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 38840 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21304 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30131 members 
Mstep: Class 37 contains 21348 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 29528 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30375 members 
Mstep: Class 44 contains 4917 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779312.000000 Penalty: 96567.195312
Iteration 388Q: 46 clusters Score -4.977931e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 35639 members 
Mstep: Class 6 contains 40057 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40771 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33816 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 5050 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12574 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 38841 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1569 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21304 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30131 members 
Mstep: Class 37 contains 21304 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 29155 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30371 members 
Mstep: Class 44 contains 4917 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779296.000000 Penalty: 96567.195312
Iteration 389Q: 46 clusters Score -4.97793e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 35675 members 
Mstep: Class 6 contains 40054 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22576 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40771 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 34157 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 5048 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12575 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 38839 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1567 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21310 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1812 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 21273 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 28805 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30359 members 
Mstep: Class 44 contains 4918 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779596.000000 Penalty: 96567.195312
Iteration 390Q: 46 clusters Score -4.97796e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 35691 members 
Mstep: Class 6 contains 40055 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22557 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40771 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 34628 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 5048 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 38842 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21316 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 21235 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 28379 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30342 members 
Mstep: Class 44 contains 4919 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780572.000000 Penalty: 96567.195312
Iteration 391Q: 46 clusters Score -4.978057e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 35679 members 
Mstep: Class 6 contains 40054 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22486 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40770 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 35461 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 5048 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 38846 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21335 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 21237 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 27659 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30291 members 
Mstep: Class 44 contains 4920 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781956.000000 Penalty: 96567.195312
Iteration 392Q: 46 clusters Score -4.978196e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 35610 members 
Mstep: Class 6 contains 40056 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22333 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40769 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 36915 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 5047 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1284 members 
Mstep: Class 26 contains 38851 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1565 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21365 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 21285 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 26425 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30213 members 
Mstep: Class 44 contains 4922 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783612.000000 Penalty: 96567.195312
Iteration 393Q: 46 clusters Score -4.978361e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7101 members 
Mstep: Class 3 contains 38347 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 35526 members 
Mstep: Class 6 contains 40062 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22108 members 
Mstep: Class 9 contains 24684 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40770 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 39524 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5045 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12574 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38863 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1565 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21402 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 21437 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 24025 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30113 members 
Mstep: Class 44 contains 4926 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783552.000000 Penalty: 96567.195312
Iteration 394Q: 46 clusters Score -4.978355e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38348 members 
Mstep: Class 4 contains 5507 members 
Mstep: Class 5 contains 35482 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 21942 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 43318 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 12576 members 
Mstep: Class 25 contains 1268 members 
Mstep: Class 26 contains 38872 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 21859 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 20008 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30079 members 
Mstep: Class 44 contains 4928 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778668.000000 Penalty: 96567.195312
Iteration 395Q: 46 clusters Score -4.977867e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38346 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 40076 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22181 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40781 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 46079 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5830 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 12578 members 
Mstep: Class 25 contains 1260 members 
Mstep: Class 26 contains 38853 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21420 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 22391 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 15953 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30298 members 
Mstep: Class 44 contains 4929 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774052.000000 Penalty: 96567.195312
Iteration 396Q: 46 clusters Score -4.977405e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38347 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 36301 members 
Mstep: Class 6 contains 40067 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22589 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40775 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 46137 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6510 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 38840 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21392 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 22950 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 14119 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30652 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773660.000000 Penalty: 96567.195312
Iteration 397Q: 46 clusters Score -4.977366e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38346 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 36554 members 
Mstep: Class 6 contains 40059 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 22915 members 
Mstep: Class 9 contains 24691 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40766 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45806 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 38813 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21363 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 23465 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 13093 members 
Mstep: Class 40 contains 3292 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30979 members 
Mstep: Class 44 contains 4931 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774084.000000 Penalty: 96567.195312
Iteration 398Q: 46 clusters Score -4.977408e+07 nChanged 2869
Entering ConstructFrom: 
Score: -49774084.000000 Penalty: 96567.195312
Entering ConstructFrom: 
Trying to split cluster 1 (3817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Entering Unmasked Estep 
Score: -358553.781250 Penalty: 1340.173218
	Iteration 0F: 2 clusters Score -358553.8 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 1921 members 
Entering Unmasked Estep 
Score: -355321.062500 Penalty: 2680.346436
	Iteration 0F: 3 clusters Score -355321.1 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -356132.750000 Penalty: 2680.346436
	Iteration 1F: 3 clusters Score -356132.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -356269.312500 Penalty: 2680.346436
	Iteration 2F: 3 clusters Score -356269.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -356362.906250 Penalty: 2680.346436
	Iteration 3F: 3 clusters Score -356362.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -356429.093750 Penalty: 2680.346436
	Iteration 4Q: 3 clusters Score -356429.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -356484.875000 Penalty: 2680.346436
	Iteration 5Q: 3 clusters Score -356484.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -356532.062500 Penalty: 2680.346436
	Iteration 6Q: 3 clusters Score -356532.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -356570.687500 Penalty: 2680.346436
	Iteration 7Q: 3 clusters Score -356570.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -356604.250000 Penalty: 2680.346436
	Iteration 8Q: 3 clusters Score -356604.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -356637.250000 Penalty: 2680.346436
	Iteration 9Q: 3 clusters Score -356637.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -356668.343750 Penalty: 2680.346436
	Iteration 10Q: 3 clusters Score -356668.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -356691.187500 Penalty: 2680.346436
	Iteration 11Q: 3 clusters Score -356691.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -356708.718750 Penalty: 2680.346436
	Iteration 12Q: 3 clusters Score -356708.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -356724.406250 Penalty: 2680.346436
	Iteration 13Q: 3 clusters Score -356724.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -356742.593750 Penalty: 2680.346436
	Iteration 14Q: 3 clusters Score -356742.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -356759.718750 Penalty: 2680.346436
	Iteration 15Q: 3 clusters Score -356759.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -356782.187500 Penalty: 2680.346436
	Iteration 16Q: 3 clusters Score -356782.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -356805.562500 Penalty: 2680.346436
	Iteration 17Q: 3 clusters Score -356805.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -356827.625000 Penalty: 2680.346436
	Iteration 18Q: 3 clusters Score -356827.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -356843.968750 Penalty: 2680.346436
	Iteration 19Q: 3 clusters Score -356844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -356856.843750 Penalty: 2680.346436
	Iteration 20F: 3 clusters Score -356856.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -356877.781250 Penalty: 2680.346436
	Iteration 21Q: 3 clusters Score -356877.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -356905.875000 Penalty: 2680.346436
	Iteration 22Q: 3 clusters Score -356905.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -356938.781250 Penalty: 2680.346436
	Iteration 23Q: 3 clusters Score -356938.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -356968.906250 Penalty: 2680.346436
	Iteration 24Q: 3 clusters Score -356968.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -357000.718750 Penalty: 2680.346436
	Iteration 25Q: 3 clusters Score -357000.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -357023.187500 Penalty: 2680.346436
	Iteration 26Q: 3 clusters Score -357023.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -357045.375000 Penalty: 2680.346436
	Iteration 27Q: 3 clusters Score -357045.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -357066.343750 Penalty: 2680.346436
	Iteration 28Q: 3 clusters Score -357066.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -357094.031250 Penalty: 2680.346436
	Iteration 29Q: 3 clusters Score -357094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -357115.281250 Penalty: 2680.346436
	Iteration 30Q: 3 clusters Score -357115.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -357143.093750 Penalty: 2680.346436
	Iteration 31Q: 3 clusters Score -357143.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -357174.781250 Penalty: 2680.346436
	Iteration 32Q: 3 clusters Score -357174.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -357211.500000 Penalty: 2680.346436
	Iteration 33Q: 3 clusters Score -357211.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -357248.906250 Penalty: 2680.346436
	Iteration 34Q: 3 clusters Score -357248.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -357282.468750 Penalty: 2680.346436
	Iteration 35Q: 3 clusters Score -357282.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -357309.281250 Penalty: 2680.346436
	Iteration 36Q: 3 clusters Score -357309.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -357324.937500 Penalty: 2680.346436
	Iteration 37Q: 3 clusters Score -357324.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -357341.781250 Penalty: 2680.346436
	Iteration 38Q: 3 clusters Score -357341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -357355.062500 Penalty: 2680.346436
	Iteration 39Q: 3 clusters Score -357355.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -357365.375000 Penalty: 2680.346436
	Iteration 40F: 3 clusters Score -357365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -357374.000000 Penalty: 2680.346436
	Iteration 41Q: 3 clusters Score -357374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -357382.406250 Penalty: 2680.346436
	Iteration 42Q: 3 clusters Score -357382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -357388.843750 Penalty: 2680.346436
	Iteration 43Q: 3 clusters Score -357388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -357393.031250 Penalty: 2680.346436
	Iteration 44Q: 3 clusters Score -357393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -357395.593750 Penalty: 2680.346436
	Iteration 45Q: 3 clusters Score -357395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -357397.281250 Penalty: 2680.346436
	Iteration 46Q: 3 clusters Score -357397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -357396.843750 Penalty: 2680.346436
	Iteration 47Q: 3 clusters Score -357396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -357396.843750 Penalty: 2680.346436
	Iteration 48F: 3 clusters Score -357396.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -686741.625000 Penalty: 1441.002686
	Iteration 0F: 2 clusters Score -686741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -681431.062500 Penalty: 2882.005371
	Iteration 0F: 3 clusters Score -681431.1 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -682994.562500 Penalty: 2882.005371
	Iteration 1F: 3 clusters Score -682994.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -683167.750000 Penalty: 2882.005371
	Iteration 2F: 3 clusters Score -683167.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -683298.500000 Penalty: 2882.005371
	Iteration 3Q: 3 clusters Score -683298.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -683424.750000 Penalty: 2882.005371
	Iteration 4Q: 3 clusters Score -683424.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -683565.062500 Penalty: 2882.005371
	Iteration 5Q: 3 clusters Score -683565.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -683706.687500 Penalty: 2882.005371
	Iteration 6Q: 3 clusters Score -683706.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -683859.125000 Penalty: 2882.005371
	Iteration 7Q: 3 clusters Score -683859.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -684037.062500 Penalty: 2882.005371
	Iteration 8Q: 3 clusters Score -684037.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -684257.437500 Penalty: 2882.005371
	Iteration 9Q: 3 clusters Score -684257.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -684533.125000 Penalty: 2882.005371
	Iteration 10F: 3 clusters Score -684533.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -684809.187500 Penalty: 2882.005371
	Iteration 11Q: 3 clusters Score -684809.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -685032.000000 Penalty: 2882.005371
	Iteration 12Q: 3 clusters Score -685032 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -685193.375000 Penalty: 2882.005371
	Iteration 13Q: 3 clusters Score -685193.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -685300.250000 Penalty: 2882.005371
	Iteration 14Q: 3 clusters Score -685300.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -685381.625000 Penalty: 2882.005371
	Iteration 15Q: 3 clusters Score -685381.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -685437.250000 Penalty: 2882.005371
	Iteration 16Q: 3 clusters Score -685437.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -685468.812500 Penalty: 2882.005371
	Iteration 17Q: 3 clusters Score -685468.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -685483.125000 Penalty: 2882.005371
	Iteration 18Q: 3 clusters Score -685483.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -685490.687500 Penalty: 2882.005371
	Iteration 19Q: 3 clusters Score -685490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -685491.437500 Penalty: 2882.005371
	Iteration 20F: 3 clusters Score -685491.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -685492.937500 Penalty: 2882.005371
	Iteration 21Q: 3 clusters Score -685492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -685494.000000 Penalty: 2882.005371
	Iteration 22Q: 3 clusters Score -685494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -685495.437500 Penalty: 2882.005371
	Iteration 23Q: 3 clusters Score -685495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -685502.250000 Penalty: 2882.005371
	Iteration 24Q: 3 clusters Score -685502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -685505.187500 Penalty: 2882.005371
	Iteration 25Q: 3 clusters Score -685505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -685512.187500 Penalty: 2882.005371
	Iteration 26Q: 3 clusters Score -685512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -685514.125000 Penalty: 2882.005371
	Iteration 27Q: 3 clusters Score -685514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -685513.750000 Penalty: 2882.005371
	Iteration 28Q: 3 clusters Score -685513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -685516.000000 Penalty: 2882.005371
	Iteration 29Q: 3 clusters Score -685516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -685523.187500 Penalty: 2882.005371
	Iteration 30Q: 3 clusters Score -685523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -685523.625000 Penalty: 2882.005371
	Iteration 31Q: 3 clusters Score -685523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -685526.875000 Penalty: 2882.005371
	Iteration 32Q: 3 clusters Score -685526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -685530.812500 Penalty: 2882.005371
	Iteration 33Q: 3 clusters Score -685530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -685532.687500 Penalty: 2882.005371
	Iteration 34Q: 3 clusters Score -685532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -685533.062500 Penalty: 2882.005371
	Iteration 35Q: 3 clusters Score -685533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -685533.062500 Penalty: 2882.005371
	Iteration 36F: 3 clusters Score -685533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Entering Unmasked Estep 
Score: -3671056.250000 Penalty: 1715.078125
	Iteration 0F: 2 clusters Score -3671056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3646151.750000 Penalty: 3430.156250
	Iteration 0F: 3 clusters Score -3646152 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3655956.000000 Penalty: 3430.156250
	Iteration 1F: 3 clusters Score -3655956 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3656448.250000 Penalty: 3430.156250
	Iteration 2Q: 3 clusters Score -3656448 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3656996.000000 Penalty: 3430.156250
	Iteration 3Q: 3 clusters Score -3656996 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3657738.500000 Penalty: 3430.156250
	Iteration 4Q: 3 clusters Score -3657738 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3658752.000000 Penalty: 3430.156250
	Iteration 5F: 3 clusters Score -3658752 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3660080.750000 Penalty: 3430.156250
	Iteration 6F: 3 clusters Score -3660081 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3661581.750000 Penalty: 3430.156250
	Iteration 7F: 3 clusters Score -3661582 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3662903.000000 Penalty: 3430.156250
	Iteration 8F: 3 clusters Score -3662903 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3663856.000000 Penalty: 3430.156250
	Iteration 9Q: 3 clusters Score -3663856 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3664256.500000 Penalty: 3430.156250
	Iteration 10Q: 3 clusters Score -3664256 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3664417.250000 Penalty: 3430.156250
	Iteration 11Q: 3 clusters Score -3664417 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3664472.000000 Penalty: 3430.156250
	Iteration 12Q: 3 clusters Score -3664472 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3664513.250000 Penalty: 3430.156250
	Iteration 13Q: 3 clusters Score -3664513 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3664562.750000 Penalty: 3430.156250
	Iteration 14Q: 3 clusters Score -3664563 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3664616.000000 Penalty: 3430.156250
	Iteration 15Q: 3 clusters Score -3664616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3664678.750000 Penalty: 3430.156250
	Iteration 16Q: 3 clusters Score -3664679 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3664738.000000 Penalty: 3430.156250
	Iteration 17Q: 3 clusters Score -3664738 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3664824.750000 Penalty: 3430.156250
	Iteration 18Q: 3 clusters Score -3664825 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3664913.500000 Penalty: 3430.156250
	Iteration 19Q: 3 clusters Score -3664914 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3665004.250000 Penalty: 3430.156250
	Iteration 20F: 3 clusters Score -3665004 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3665087.500000 Penalty: 3430.156250
	Iteration 21Q: 3 clusters Score -3665088 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3665154.500000 Penalty: 3430.156250
	Iteration 22Q: 3 clusters Score -3665154 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3665273.500000 Penalty: 3430.156250
	Iteration 23Q: 3 clusters Score -3665274 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3665365.250000 Penalty: 3430.156250
	Iteration 24Q: 3 clusters Score -3665365 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3665451.500000 Penalty: 3430.156250
	Iteration 25Q: 3 clusters Score -3665452 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3665546.750000 Penalty: 3430.156250
	Iteration 26Q: 3 clusters Score -3665547 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3665647.250000 Penalty: 3430.156250
	Iteration 27Q: 3 clusters Score -3665647 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3665771.750000 Penalty: 3430.156250
	Iteration 28Q: 3 clusters Score -3665772 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3665925.000000 Penalty: 3430.156250
	Iteration 29Q: 3 clusters Score -3665925 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3666057.250000 Penalty: 3430.156250
	Iteration 30Q: 3 clusters Score -3666057 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3666234.750000 Penalty: 3430.156250
	Iteration 31Q: 3 clusters Score -3666235 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3666422.750000 Penalty: 3430.156250
	Iteration 32Q: 3 clusters Score -3666423 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3666592.750000 Penalty: 3430.156250
	Iteration 33Q: 3 clusters Score -3666593 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3666811.500000 Penalty: 3430.156250
	Iteration 34Q: 3 clusters Score -3666812 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3667044.500000 Penalty: 3430.156250
	Iteration 35Q: 3 clusters Score -3667044 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3667262.750000 Penalty: 3430.156250
	Iteration 36Q: 3 clusters Score -3667263 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3667486.250000 Penalty: 3430.156250
	Iteration 37Q: 3 clusters Score -3667486 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3667715.500000 Penalty: 3430.156250
	Iteration 38Q: 3 clusters Score -3667716 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3667958.500000 Penalty: 3430.156250
	Iteration 39Q: 3 clusters Score -3667958 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3668293.250000 Penalty: 3430.156250
	Iteration 40F: 3 clusters Score -3668293 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3668637.250000 Penalty: 3430.156250
	Iteration 41Q: 3 clusters Score -3668637 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3668959.000000 Penalty: 3430.156250
	Iteration 42Q: 3 clusters Score -3668959 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3669190.750000 Penalty: 3430.156250
	Iteration 43Q: 3 clusters Score -3669191 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3669427.250000 Penalty: 3430.156250
	Iteration 44Q: 3 clusters Score -3669427 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3669585.750000 Penalty: 3430.156250
	Iteration 45Q: 3 clusters Score -3669586 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3669716.500000 Penalty: 3430.156250
	Iteration 46Q: 3 clusters Score -3669716 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3669804.000000 Penalty: 3430.156250
	Iteration 47Q: 3 clusters Score -3669804 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3669868.000000 Penalty: 3430.156250
	Iteration 48Q: 3 clusters Score -3669868 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3669923.750000 Penalty: 3430.156250
	Iteration 49Q: 3 clusters Score -3669924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3669965.750000 Penalty: 3430.156250
	Iteration 50Q: 3 clusters Score -3669966 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3669999.250000 Penalty: 3430.156250
	Iteration 51Q: 3 clusters Score -3669999 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3670017.000000 Penalty: 3430.156250
	Iteration 52Q: 3 clusters Score -3670017 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3670033.500000 Penalty: 3430.156250
	Iteration 53Q: 3 clusters Score -3670034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3670035.750000 Penalty: 3430.156250
	Iteration 54Q: 3 clusters Score -3670036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3670045.500000 Penalty: 3430.156250
	Iteration 55Q: 3 clusters Score -3670046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3670037.000000 Penalty: 3430.156250
	Iteration 56Q: 3 clusters Score -3670037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3670039.250000 Penalty: 3430.156250
	Iteration 57Q: 3 clusters Score -3670039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3670035.500000 Penalty: 3430.156250
	Iteration 58Q: 3 clusters Score -3670036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3670030.750000 Penalty: 3430.156250
	Iteration 59Q: 3 clusters Score -3670031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3670030.750000 Penalty: 3430.156250
	Iteration 60F: 3 clusters Score -3670031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3670031.750000 Penalty: 3430.156250
	Iteration 61Q: 3 clusters Score -3670032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3670032.500000 Penalty: 3430.156250
	Iteration 62Q: 3 clusters Score -3670032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3670032.750000 Penalty: 3430.156250
	Iteration 63Q: 3 clusters Score -3670033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3670030.750000 Penalty: 3430.156250
	Iteration 64Q: 3 clusters Score -3670031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3670030.500000 Penalty: 3430.156250
	Iteration 65Q: 3 clusters Score -3670030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3670032.000000 Penalty: 3430.156250
	Iteration 66Q: 3 clusters Score -3670032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3670027.500000 Penalty: 3430.156250
	Iteration 67Q: 3 clusters Score -3670028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3670025.750000 Penalty: 3430.156250
	Iteration 68Q: 3 clusters Score -3670026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3670027.750000 Penalty: 3430.156250
	Iteration 69Q: 3 clusters Score -3670028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3670023.250000 Penalty: 3430.156250
	Iteration 70Q: 3 clusters Score -3670023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3670021.250000 Penalty: 3430.156250
	Iteration 71Q: 3 clusters Score -3670021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3670024.250000 Penalty: 3430.156250
	Iteration 72Q: 3 clusters Score -3670024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3670023.750000 Penalty: 3430.156250
	Iteration 73Q: 3 clusters Score -3670024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3670024.500000 Penalty: 3430.156250
	Iteration 74Q: 3 clusters Score -3670024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3670025.500000 Penalty: 3430.156250
	Iteration 75Q: 3 clusters Score -3670026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3670023.250000 Penalty: 3430.156250
	Iteration 76Q: 3 clusters Score -3670023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3670019.250000 Penalty: 3430.156250
	Iteration 77Q: 3 clusters Score -3670019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3670019.250000 Penalty: 3430.156250
	Iteration 78Q: 3 clusters Score -3670019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3670021.250000 Penalty: 3430.156250
	Iteration 79Q: 3 clusters Score -3670021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3670028.000000 Penalty: 3430.156250
	Iteration 80F: 3 clusters Score -3670028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3670023.250000 Penalty: 3430.156250
	Iteration 81Q: 3 clusters Score -3670023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3670025.500000 Penalty: 3430.156250
	Iteration 82Q: 3 clusters Score -3670026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3670027.750000 Penalty: 3430.156250
	Iteration 83Q: 3 clusters Score -3670028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3670031.500000 Penalty: 3430.156250
	Iteration 84Q: 3 clusters Score -3670032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3670031.000000 Penalty: 3430.156250
	Iteration 85Q: 3 clusters Score -3670031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3670030.000000 Penalty: 3430.156250
	Iteration 86Q: 3 clusters Score -3670030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3670033.500000 Penalty: 3430.156250
	Iteration 87Q: 3 clusters Score -3670034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3670038.500000 Penalty: 3430.156250
	Iteration 88Q: 3 clusters Score -3670038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3670036.250000 Penalty: 3430.156250
	Iteration 89Q: 3 clusters Score -3670036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3670036.500000 Penalty: 3430.156250
	Iteration 90Q: 3 clusters Score -3670036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3670034.250000 Penalty: 3430.156250
	Iteration 91Q: 3 clusters Score -3670034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3670028.000000 Penalty: 3430.156250
	Iteration 92Q: 3 clusters Score -3670028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3670029.500000 Penalty: 3430.156250
	Iteration 93Q: 3 clusters Score -3670030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3670027.750000 Penalty: 3430.156250
	Iteration 94Q: 3 clusters Score -3670028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3670026.000000 Penalty: 3430.156250
	Iteration 95Q: 3 clusters Score -3670026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3670027.750000 Penalty: 3430.156250
	Iteration 96Q: 3 clusters Score -3670028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3670031.250000 Penalty: 3430.156250
	Iteration 97Q: 3 clusters Score -3670031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3670027.250000 Penalty: 3430.156250
	Iteration 98Q: 3 clusters Score -3670027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3670027.250000 Penalty: 3430.156250
	Iteration 99F: 3 clusters Score -3670027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Entering Unmasked Estep 
Score: -498057.125000 Penalty: 1400.885254
	Iteration 0F: 2 clusters Score -498057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -493727.875000 Penalty: 2801.770508
	Iteration 0F: 3 clusters Score -493727.9 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -494988.375000 Penalty: 2801.770508
	Iteration 1F: 3 clusters Score -494988.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -495213.156250 Penalty: 2801.770508
	Iteration 2F: 3 clusters Score -495213.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -495405.500000 Penalty: 2801.770508
	Iteration 3F: 3 clusters Score -495405.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -495589.750000 Penalty: 2801.770508
	Iteration 4F: 3 clusters Score -495589.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -495793.500000 Penalty: 2801.770508
	Iteration 5Q: 3 clusters Score -495793.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -496038.406250 Penalty: 2801.770508
	Iteration 6Q: 3 clusters Score -496038.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -496317.937500 Penalty: 2801.770508
	Iteration 7F: 3 clusters Score -496317.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -496538.968750 Penalty: 2801.770508
	Iteration 8Q: 3 clusters Score -496539 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -496741.750000 Penalty: 2801.770508
	Iteration 9Q: 3 clusters Score -496741.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -496901.718750 Penalty: 2801.770508
	Iteration 10Q: 3 clusters Score -496901.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -497021.187500 Penalty: 2801.770508
	Iteration 11Q: 3 clusters Score -497021.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -497099.750000 Penalty: 2801.770508
	Iteration 12Q: 3 clusters Score -497099.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -497143.312500 Penalty: 2801.770508
	Iteration 13Q: 3 clusters Score -497143.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -497178.781250 Penalty: 2801.770508
	Iteration 14Q: 3 clusters Score -497178.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -497199.968750 Penalty: 2801.770508
	Iteration 15Q: 3 clusters Score -497200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -497221.812500 Penalty: 2801.770508
	Iteration 16Q: 3 clusters Score -497221.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -497245.781250 Penalty: 2801.770508
	Iteration 17Q: 3 clusters Score -497245.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -497265.031250 Penalty: 2801.770508
	Iteration 18Q: 3 clusters Score -497265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -497281.250000 Penalty: 2801.770508
	Iteration 19Q: 3 clusters Score -497281.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -497290.843750 Penalty: 2801.770508
	Iteration 20F: 3 clusters Score -497290.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -497297.625000 Penalty: 2801.770508
	Iteration 21Q: 3 clusters Score -497297.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -497300.406250 Penalty: 2801.770508
	Iteration 22Q: 3 clusters Score -497300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -497302.312500 Penalty: 2801.770508
	Iteration 23Q: 3 clusters Score -497302.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -497303.218750 Penalty: 2801.770508
	Iteration 24Q: 3 clusters Score -497303.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -497304.593750 Penalty: 2801.770508
	Iteration 25Q: 3 clusters Score -497304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -497305.687500 Penalty: 2801.770508
	Iteration 26Q: 3 clusters Score -497305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -497305.843750 Penalty: 2801.770508
	Iteration 27Q: 3 clusters Score -497305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -497307.468750 Penalty: 2801.770508
	Iteration 28Q: 3 clusters Score -497307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -497306.937500 Penalty: 2801.770508
	Iteration 29Q: 3 clusters Score -497306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -497306.937500 Penalty: 2801.770508
	Iteration 30F: 3 clusters Score -497306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Entering Unmasked Estep 
Score: -3468741.750000 Penalty: 1707.912720
	Iteration 0F: 2 clusters Score -3468742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3445431.000000 Penalty: 3415.825439
	Iteration 0F: 3 clusters Score -3445431 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3454856.500000 Penalty: 3415.825439
	Iteration 1F: 3 clusters Score -3454856 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3455230.500000 Penalty: 3415.825439
	Iteration 2Q: 3 clusters Score -3455230 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3455603.750000 Penalty: 3415.825439
	Iteration 3Q: 3 clusters Score -3455604 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3455931.250000 Penalty: 3415.825439
	Iteration 4Q: 3 clusters Score -3455931 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3456256.750000 Penalty: 3415.825439
	Iteration 5Q: 3 clusters Score -3456257 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3456588.500000 Penalty: 3415.825439
	Iteration 6Q: 3 clusters Score -3456588 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3456945.250000 Penalty: 3415.825439
	Iteration 7Q: 3 clusters Score -3456945 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3457364.500000 Penalty: 3415.825439
	Iteration 8Q: 3 clusters Score -3457364 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3457863.250000 Penalty: 3415.825439
	Iteration 9Q: 3 clusters Score -3457863 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3458503.500000 Penalty: 3415.825439
	Iteration 10Q: 3 clusters Score -3458504 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3459324.000000 Penalty: 3415.825439
	Iteration 11Q: 3 clusters Score -3459324 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3460503.500000 Penalty: 3415.825439
	Iteration 12F: 3 clusters Score -3460504 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3461910.750000 Penalty: 3415.825439
	Iteration 13F: 3 clusters Score -3461911 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3463436.250000 Penalty: 3415.825439
	Iteration 14F: 3 clusters Score -3463436 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3464828.500000 Penalty: 3415.825439
	Iteration 15Q: 3 clusters Score -3464828 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3465874.500000 Penalty: 3415.825439
	Iteration 16Q: 3 clusters Score -3465874 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -3466595.250000 Penalty: 3415.825439
	Iteration 17Q: 3 clusters Score -3466595 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -3466915.000000 Penalty: 3415.825439
	Iteration 18Q: 3 clusters Score -3466915 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -3467113.250000 Penalty: 3415.825439
	Iteration 19Q: 3 clusters Score -3467113 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3467248.500000 Penalty: 3415.825439
	Iteration 20F: 3 clusters Score -3467248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -3467323.500000 Penalty: 3415.825439
	Iteration 21Q: 3 clusters Score -3467324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -3467395.000000 Penalty: 3415.825439
	Iteration 22Q: 3 clusters Score -3467395 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3467425.250000 Penalty: 3415.825439
	Iteration 23Q: 3 clusters Score -3467425 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -3467437.750000 Penalty: 3415.825439
	Iteration 24Q: 3 clusters Score -3467438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -3467446.000000 Penalty: 3415.825439
	Iteration 25Q: 3 clusters Score -3467446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3467455.500000 Penalty: 3415.825439
	Iteration 26Q: 3 clusters Score -3467456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -3467478.500000 Penalty: 3415.825439
	Iteration 27Q: 3 clusters Score -3467478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -3467488.750000 Penalty: 3415.825439
	Iteration 28Q: 3 clusters Score -3467489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -3467498.250000 Penalty: 3415.825439
	Iteration 29Q: 3 clusters Score -3467498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3467502.750000 Penalty: 3415.825439
	Iteration 30Q: 3 clusters Score -3467503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -3467506.750000 Penalty: 3415.825439
	Iteration 31Q: 3 clusters Score -3467507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -3467507.250000 Penalty: 3415.825439
	Iteration 32Q: 3 clusters Score -3467507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3467503.000000 Penalty: 3415.825439
	Iteration 33Q: 3 clusters Score -3467503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3467503.000000 Penalty: 3415.825439
	Iteration 34F: 3 clusters Score -3467503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Entering Unmasked Estep 
Score: -3942238.250000 Penalty: 1722.135864
	Iteration 0F: 2 clusters Score -3942238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3920352.750000 Penalty: 3444.271729
	Iteration 0F: 3 clusters Score -3920353 nChanged 18693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3930740.250000 Penalty: 3444.271729
	Iteration 1F: 3 clusters Score -3930740 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3931196.500000 Penalty: 3444.271729
	Iteration 2Q: 3 clusters Score -3931196 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3931723.250000 Penalty: 3444.271729
	Iteration 3Q: 3 clusters Score -3931723 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3932323.250000 Penalty: 3444.271729
	Iteration 4Q: 3 clusters Score -3932323 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3933062.000000 Penalty: 3444.271729
	Iteration 5Q: 3 clusters Score -3933062 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3934098.000000 Penalty: 3444.271729
	Iteration 6F: 3 clusters Score -3934098 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3935446.500000 Penalty: 3444.271729
	Iteration 7F: 3 clusters Score -3935446 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3937159.750000 Penalty: 3444.271729
	Iteration 8F: 3 clusters Score -3937160 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3939164.250000 Penalty: 3444.271729
	Iteration 9F: 3 clusters Score -3939164 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3940834.500000 Penalty: 3444.271729
	Iteration 10F: 3 clusters Score -3940834 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3941242.000000 Penalty: 3444.271729
	Iteration 11Q: 3 clusters Score -3941242 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3941108.500000 Penalty: 3444.271729
	Iteration 12Q: 3 clusters Score -3941108 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3941061.000000 Penalty: 3444.271729
	Iteration 13Q: 3 clusters Score -3941061 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3941042.250000 Penalty: 3444.271729
	Iteration 14Q: 3 clusters Score -3941042 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3941095.750000 Penalty: 3444.271729
	Iteration 15Q: 3 clusters Score -3941096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3941139.250000 Penalty: 3444.271729
	Iteration 16Q: 3 clusters Score -3941139 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3941149.000000 Penalty: 3444.271729
	Iteration 17Q: 3 clusters Score -3941149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3941162.750000 Penalty: 3444.271729
	Iteration 18Q: 3 clusters Score -3941163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3941174.500000 Penalty: 3444.271729
	Iteration 19Q: 3 clusters Score -3941174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3941181.250000 Penalty: 3444.271729
	Iteration 20F: 3 clusters Score -3941181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3941189.000000 Penalty: 3444.271729
	Iteration 21Q: 3 clusters Score -3941189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3941197.250000 Penalty: 3444.271729
	Iteration 22Q: 3 clusters Score -3941197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3941205.500000 Penalty: 3444.271729
	Iteration 23Q: 3 clusters Score -3941206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3941197.750000 Penalty: 3444.271729
	Iteration 24Q: 3 clusters Score -3941198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3941205.250000 Penalty: 3444.271729
	Iteration 25Q: 3 clusters Score -3941205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3941205.250000 Penalty: 3444.271729
	Iteration 26Q: 3 clusters Score -3941205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3941205.750000 Penalty: 3444.271729
	Iteration 27Q: 3 clusters Score -3941206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3941205.750000 Penalty: 3444.271729
	Iteration 28F: 3 clusters Score -3941206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -87666.757812 Penalty: 1141.505493
	Iteration 0F: 2 clusters Score -87666.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -86218.320312 Penalty: 2283.010986
	Iteration 0F: 3 clusters Score -86218.32 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86626.132812 Penalty: 2283.010986
	Iteration 1F: 3 clusters Score -86626.13 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86769.546875 Penalty: 2283.010986
	Iteration 2F: 3 clusters Score -86769.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86864.328125 Penalty: 2283.010986
	Iteration 3F: 3 clusters Score -86864.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86945.773438 Penalty: 2283.010986
	Iteration 4Q: 3 clusters Score -86945.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87028.882812 Penalty: 2283.010986
	Iteration 5Q: 3 clusters Score -87028.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87125.015625 Penalty: 2283.010986
	Iteration 6Q: 3 clusters Score -87125.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87238.640625 Penalty: 2283.010986
	Iteration 7Q: 3 clusters Score -87238.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87371.210938 Penalty: 2283.010986
	Iteration 8Q: 3 clusters Score -87371.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87430.289062 Penalty: 2283.010986
	Iteration 9Q: 3 clusters Score -87430.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87462.585938 Penalty: 2283.010986
	Iteration 10Q: 3 clusters Score -87462.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87474.632812 Penalty: 2283.010986
	Iteration 11Q: 3 clusters Score -87474.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87491.132812 Penalty: 2283.010986
	Iteration 12Q: 3 clusters Score -87491.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87502.132812 Penalty: 2283.010986
	Iteration 13Q: 3 clusters Score -87502.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87505.914062 Penalty: 2283.010986
	Iteration 14Q: 3 clusters Score -87505.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87507.500000 Penalty: 2283.010986
	Iteration 15Q: 3 clusters Score -87507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87508.273438 Penalty: 2283.010986
	Iteration 16Q: 3 clusters Score -87508.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87509.828125 Penalty: 2283.010986
	Iteration 17Q: 3 clusters Score -87509.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87509.828125 Penalty: 2283.010986
	Iteration 18F: 3 clusters Score -87509.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Entering Unmasked Estep 
Score: -2093943.125000 Penalty: 1632.985962
	Iteration 0F: 2 clusters Score -2093943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2078297.000000 Penalty: 3265.971924
	Iteration 0F: 3 clusters Score -2078297 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2084198.250000 Penalty: 3265.971924
	Iteration 1F: 3 clusters Score -2084198 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2084694.875000 Penalty: 3265.971924
	Iteration 2F: 3 clusters Score -2084695 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2085214.250000 Penalty: 3265.971924
	Iteration 3F: 3 clusters Score -2085214 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2085714.750000 Penalty: 3265.971924
	Iteration 4Q: 3 clusters Score -2085715 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2086200.500000 Penalty: 3265.971924
	Iteration 5Q: 3 clusters Score -2086200 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2086683.500000 Penalty: 3265.971924
	Iteration 6Q: 3 clusters Score -2086684 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2087247.250000 Penalty: 3265.971924
	Iteration 7Q: 3 clusters Score -2087247 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2087865.125000 Penalty: 3265.971924
	Iteration 8Q: 3 clusters Score -2087865 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2088554.750000 Penalty: 3265.971924
	Iteration 9Q: 3 clusters Score -2088555 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2089224.000000 Penalty: 3265.971924
	Iteration 10Q: 3 clusters Score -2089224 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2089708.750000 Penalty: 3265.971924
	Iteration 11Q: 3 clusters Score -2089709 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2089992.375000 Penalty: 3265.971924
	Iteration 12Q: 3 clusters Score -2089992 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2090144.250000 Penalty: 3265.971924
	Iteration 13Q: 3 clusters Score -2090144 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2090224.750000 Penalty: 3265.971924
	Iteration 14Q: 3 clusters Score -2090225 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2090300.875000 Penalty: 3265.971924
	Iteration 15Q: 3 clusters Score -2090301 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2090367.625000 Penalty: 3265.971924
	Iteration 16Q: 3 clusters Score -2090368 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2090409.875000 Penalty: 3265.971924
	Iteration 17Q: 3 clusters Score -2090410 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2090459.375000 Penalty: 3265.971924
	Iteration 18Q: 3 clusters Score -2090459 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2090496.625000 Penalty: 3265.971924
	Iteration 19Q: 3 clusters Score -2090497 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2090539.375000 Penalty: 3265.971924
	Iteration 20F: 3 clusters Score -2090539 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2090572.875000 Penalty: 3265.971924
	Iteration 21Q: 3 clusters Score -2090573 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2090616.750000 Penalty: 3265.971924
	Iteration 22Q: 3 clusters Score -2090617 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2090640.375000 Penalty: 3265.971924
	Iteration 23Q: 3 clusters Score -2090640 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2090668.625000 Penalty: 3265.971924
	Iteration 24Q: 3 clusters Score -2090669 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2090703.250000 Penalty: 3265.971924
	Iteration 25Q: 3 clusters Score -2090703 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2090734.000000 Penalty: 3265.971924
	Iteration 26Q: 3 clusters Score -2090734 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2090756.625000 Penalty: 3265.971924
	Iteration 27Q: 3 clusters Score -2090757 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2090801.875000 Penalty: 3265.971924
	Iteration 28Q: 3 clusters Score -2090802 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2090833.875000 Penalty: 3265.971924
	Iteration 29Q: 3 clusters Score -2090834 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2090876.625000 Penalty: 3265.971924
	Iteration 30Q: 3 clusters Score -2090877 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2090903.625000 Penalty: 3265.971924
	Iteration 31Q: 3 clusters Score -2090904 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2090931.625000 Penalty: 3265.971924
	Iteration 32Q: 3 clusters Score -2090932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2090962.250000 Penalty: 3265.971924
	Iteration 33Q: 3 clusters Score -2090962 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2090994.000000 Penalty: 3265.971924
	Iteration 34Q: 3 clusters Score -2090994 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2091020.125000 Penalty: 3265.971924
	Iteration 35Q: 3 clusters Score -2091020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2091051.500000 Penalty: 3265.971924
	Iteration 36Q: 3 clusters Score -2091052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2091069.000000 Penalty: 3265.971924
	Iteration 37Q: 3 clusters Score -2091069 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2091080.125000 Penalty: 3265.971924
	Iteration 38Q: 3 clusters Score -2091080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2091101.500000 Penalty: 3265.971924
	Iteration 39Q: 3 clusters Score -2091102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2091125.500000 Penalty: 3265.971924
	Iteration 40F: 3 clusters Score -2091126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2091149.000000 Penalty: 3265.971924
	Iteration 41Q: 3 clusters Score -2091149 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2091173.750000 Penalty: 3265.971924
	Iteration 42Q: 3 clusters Score -2091174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2091216.250000 Penalty: 3265.971924
	Iteration 43Q: 3 clusters Score -2091216 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2091252.875000 Penalty: 3265.971924
	Iteration 44Q: 3 clusters Score -2091253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2091289.375000 Penalty: 3265.971924
	Iteration 45Q: 3 clusters Score -2091289 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2091337.625000 Penalty: 3265.971924
	Iteration 46Q: 3 clusters Score -2091338 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2091382.625000 Penalty: 3265.971924
	Iteration 47Q: 3 clusters Score -2091383 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2091433.500000 Penalty: 3265.971924
	Iteration 48Q: 3 clusters Score -2091434 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2091467.750000 Penalty: 3265.971924
	Iteration 49Q: 3 clusters Score -2091468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2091497.250000 Penalty: 3265.971924
	Iteration 50Q: 3 clusters Score -2091497 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2091533.000000 Penalty: 3265.971924
	Iteration 51Q: 3 clusters Score -2091533 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2091575.125000 Penalty: 3265.971924
	Iteration 52Q: 3 clusters Score -2091575 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2091622.000000 Penalty: 3265.971924
	Iteration 53Q: 3 clusters Score -2091622 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2091671.750000 Penalty: 3265.971924
	Iteration 54Q: 3 clusters Score -2091672 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2091722.625000 Penalty: 3265.971924
	Iteration 55Q: 3 clusters Score -2091723 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2091784.000000 Penalty: 3265.971924
	Iteration 56Q: 3 clusters Score -2091784 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2091851.750000 Penalty: 3265.971924
	Iteration 57Q: 3 clusters Score -2091852 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2091936.750000 Penalty: 3265.971924
	Iteration 58Q: 3 clusters Score -2091937 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2092019.375000 Penalty: 3265.971924
	Iteration 59Q: 3 clusters Score -2092019 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2092116.250000 Penalty: 3265.971924
	Iteration 60F: 3 clusters Score -2092116 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2092184.250000 Penalty: 3265.971924
	Iteration 61Q: 3 clusters Score -2092184 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2092275.625000 Penalty: 3265.971924
	Iteration 62Q: 3 clusters Score -2092276 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2092351.125000 Penalty: 3265.971924
	Iteration 63Q: 3 clusters Score -2092351 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2092410.000000 Penalty: 3265.971924
	Iteration 64Q: 3 clusters Score -2092410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2092457.625000 Penalty: 3265.971924
	Iteration 65Q: 3 clusters Score -2092458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2092490.625000 Penalty: 3265.971924
	Iteration 66Q: 3 clusters Score -2092491 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2092531.250000 Penalty: 3265.971924
	Iteration 67Q: 3 clusters Score -2092531 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2092552.250000 Penalty: 3265.971924
	Iteration 68Q: 3 clusters Score -2092552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2092580.625000 Penalty: 3265.971924
	Iteration 69Q: 3 clusters Score -2092581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2092607.750000 Penalty: 3265.971924
	Iteration 70Q: 3 clusters Score -2092608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2092628.750000 Penalty: 3265.971924
	Iteration 71Q: 3 clusters Score -2092629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2092648.500000 Penalty: 3265.971924
	Iteration 72Q: 3 clusters Score -2092648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2092667.125000 Penalty: 3265.971924
	Iteration 73Q: 3 clusters Score -2092667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2092700.875000 Penalty: 3265.971924
	Iteration 74Q: 3 clusters Score -2092701 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2092718.750000 Penalty: 3265.971924
	Iteration 75Q: 3 clusters Score -2092719 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2092738.875000 Penalty: 3265.971924
	Iteration 76Q: 3 clusters Score -2092739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2092774.625000 Penalty: 3265.971924
	Iteration 77Q: 3 clusters Score -2092775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2092803.875000 Penalty: 3265.971924
	Iteration 78Q: 3 clusters Score -2092804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2092834.750000 Penalty: 3265.971924
	Iteration 79Q: 3 clusters Score -2092835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2092860.375000 Penalty: 3265.971924
	Iteration 80F: 3 clusters Score -2092860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2092870.375000 Penalty: 3265.971924
	Iteration 81Q: 3 clusters Score -2092870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2092884.125000 Penalty: 3265.971924
	Iteration 82Q: 3 clusters Score -2092884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2092895.000000 Penalty: 3265.971924
	Iteration 83Q: 3 clusters Score -2092895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2092902.125000 Penalty: 3265.971924
	Iteration 84Q: 3 clusters Score -2092902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2092913.625000 Penalty: 3265.971924
	Iteration 85Q: 3 clusters Score -2092914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2092929.000000 Penalty: 3265.971924
	Iteration 86Q: 3 clusters Score -2092929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2092943.750000 Penalty: 3265.971924
	Iteration 87Q: 3 clusters Score -2092944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2092954.625000 Penalty: 3265.971924
	Iteration 88Q: 3 clusters Score -2092955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2092966.000000 Penalty: 3265.971924
	Iteration 89Q: 3 clusters Score -2092966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2092970.625000 Penalty: 3265.971924
	Iteration 90Q: 3 clusters Score -2092971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2092983.125000 Penalty: 3265.971924
	Iteration 91Q: 3 clusters Score -2092983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2092989.500000 Penalty: 3265.971924
	Iteration 92Q: 3 clusters Score -2092990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2092995.750000 Penalty: 3265.971924
	Iteration 93Q: 3 clusters Score -2092996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2093002.375000 Penalty: 3265.971924
	Iteration 94Q: 3 clusters Score -2093002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2093007.875000 Penalty: 3265.971924
	Iteration 95Q: 3 clusters Score -2093008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2093015.625000 Penalty: 3265.971924
	Iteration 96Q: 3 clusters Score -2093016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2093018.875000 Penalty: 3265.971924
	Iteration 97Q: 3 clusters Score -2093019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2093022.750000 Penalty: 3265.971924
	Iteration 98Q: 3 clusters Score -2093023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2093024.375000 Penalty: 3265.971924
	Iteration 99Q: 3 clusters Score -2093024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2093027.000000 Penalty: 3265.971924
	Iteration 100F: 3 clusters Score -2093027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2093027.125000 Penalty: 3265.971924
	Iteration 101Q: 3 clusters Score -2093027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2093033.875000 Penalty: 3265.971924
	Iteration 102Q: 3 clusters Score -2093034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2093032.750000 Penalty: 3265.971924
	Iteration 103Q: 3 clusters Score -2093033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2093036.875000 Penalty: 3265.971924
	Iteration 104Q: 3 clusters Score -2093037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2093037.125000 Penalty: 3265.971924
	Iteration 105Q: 3 clusters Score -2093037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2093038.000000 Penalty: 3265.971924
	Iteration 106Q: 3 clusters Score -2093038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2093036.000000 Penalty: 3265.971924
	Iteration 107Q: 3 clusters Score -2093036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2093034.750000 Penalty: 3265.971924
	Iteration 108Q: 3 clusters Score -2093035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2093036.625000 Penalty: 3265.971924
	Iteration 109Q: 3 clusters Score -2093037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2093037.500000 Penalty: 3265.971924
	Iteration 110Q: 3 clusters Score -2093038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2093035.125000 Penalty: 3265.971924
	Iteration 111Q: 3 clusters Score -2093035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2093034.375000 Penalty: 3265.971924
	Iteration 112Q: 3 clusters Score -2093034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2093034.375000 Penalty: 3265.971924
	Iteration 113F: 3 clusters Score -2093034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Entering Unmasked Estep 
Score: -2314429.250000 Penalty: 1643.543335
	Iteration 0F: 2 clusters Score -2314429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2297711.500000 Penalty: 3287.086670
	Iteration 0F: 3 clusters Score -2297712 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2303966.000000 Penalty: 3287.086670
	Iteration 1F: 3 clusters Score -2303966 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2304419.500000 Penalty: 3287.086670
	Iteration 2Q: 3 clusters Score -2304420 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2304939.750000 Penalty: 3287.086670
	Iteration 3Q: 3 clusters Score -2304940 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2305571.750000 Penalty: 3287.086670
	Iteration 4F: 3 clusters Score -2305572 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2306347.000000 Penalty: 3287.086670
	Iteration 5F: 3 clusters Score -2306347 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2307325.500000 Penalty: 3287.086670
	Iteration 6F: 3 clusters Score -2307326 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2308433.250000 Penalty: 3287.086670
	Iteration 7F: 3 clusters Score -2308433 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2309462.250000 Penalty: 3287.086670
	Iteration 8F: 3 clusters Score -2309462 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2310354.250000 Penalty: 3287.086670
	Iteration 9Q: 3 clusters Score -2310354 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2311051.250000 Penalty: 3287.086670
	Iteration 10Q: 3 clusters Score -2311051 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2311557.250000 Penalty: 3287.086670
	Iteration 11Q: 3 clusters Score -2311557 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2311879.250000 Penalty: 3287.086670
	Iteration 12Q: 3 clusters Score -2311879 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2312157.000000 Penalty: 3287.086670
	Iteration 13Q: 3 clusters Score -2312157 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2312335.500000 Penalty: 3287.086670
	Iteration 14Q: 3 clusters Score -2312336 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2312502.250000 Penalty: 3287.086670
	Iteration 15Q: 3 clusters Score -2312502 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2312615.500000 Penalty: 3287.086670
	Iteration 16Q: 3 clusters Score -2312616 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2312703.750000 Penalty: 3287.086670
	Iteration 17Q: 3 clusters Score -2312704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2312792.250000 Penalty: 3287.086670
	Iteration 18Q: 3 clusters Score -2312792 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2312861.750000 Penalty: 3287.086670
	Iteration 19Q: 3 clusters Score -2312862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2312900.750000 Penalty: 3287.086670
	Iteration 20F: 3 clusters Score -2312901 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2312932.250000 Penalty: 3287.086670
	Iteration 21Q: 3 clusters Score -2312932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2312958.500000 Penalty: 3287.086670
	Iteration 22Q: 3 clusters Score -2312958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2312993.000000 Penalty: 3287.086670
	Iteration 23Q: 3 clusters Score -2312993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2313012.500000 Penalty: 3287.086670
	Iteration 24Q: 3 clusters Score -2313012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2313028.000000 Penalty: 3287.086670
	Iteration 25Q: 3 clusters Score -2313028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2313031.000000 Penalty: 3287.086670
	Iteration 26Q: 3 clusters Score -2313031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2313036.000000 Penalty: 3287.086670
	Iteration 27Q: 3 clusters Score -2313036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2313042.750000 Penalty: 3287.086670
	Iteration 28Q: 3 clusters Score -2313043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2313048.250000 Penalty: 3287.086670
	Iteration 29Q: 3 clusters Score -2313048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2313051.500000 Penalty: 3287.086670
	Iteration 30Q: 3 clusters Score -2313052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2313049.000000 Penalty: 3287.086670
	Iteration 31Q: 3 clusters Score -2313049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2313053.500000 Penalty: 3287.086670
	Iteration 32Q: 3 clusters Score -2313054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2313052.500000 Penalty: 3287.086670
	Iteration 33Q: 3 clusters Score -2313052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2313054.250000 Penalty: 3287.086670
	Iteration 34Q: 3 clusters Score -2313054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2313058.000000 Penalty: 3287.086670
	Iteration 35Q: 3 clusters Score -2313058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2313057.750000 Penalty: 3287.086670
	Iteration 36Q: 3 clusters Score -2313058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2313057.500000 Penalty: 3287.086670
	Iteration 37Q: 3 clusters Score -2313058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2313058.000000 Penalty: 3287.086670
	Iteration 38Q: 3 clusters Score -2313058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2313061.000000 Penalty: 3287.086670
	Iteration 39Q: 3 clusters Score -2313061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2313060.750000 Penalty: 3287.086670
	Iteration 40F: 3 clusters Score -2313061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2313062.250000 Penalty: 3287.086670
	Iteration 41Q: 3 clusters Score -2313062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2313061.500000 Penalty: 3287.086670
	Iteration 42Q: 3 clusters Score -2313062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2313066.750000 Penalty: 3287.086670
	Iteration 43Q: 3 clusters Score -2313067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2313068.250000 Penalty: 3287.086670
	Iteration 44Q: 3 clusters Score -2313068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2313065.000000 Penalty: 3287.086670
	Iteration 45Q: 3 clusters Score -2313065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2313065.500000 Penalty: 3287.086670
	Iteration 46Q: 3 clusters Score -2313066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2313065.250000 Penalty: 3287.086670
	Iteration 47Q: 3 clusters Score -2313065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2313065.250000 Penalty: 3287.086670
	Iteration 48Q: 3 clusters Score -2313065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2313063.000000 Penalty: 3287.086670
	Iteration 49Q: 3 clusters Score -2313063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2313063.000000 Penalty: 3287.086670
	Iteration 50Q: 3 clusters Score -2313063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2313064.750000 Penalty: 3287.086670
	Iteration 51Q: 3 clusters Score -2313065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2313070.000000 Penalty: 3287.086670
	Iteration 52Q: 3 clusters Score -2313070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2313078.000000 Penalty: 3287.086670
	Iteration 53Q: 3 clusters Score -2313078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2313080.500000 Penalty: 3287.086670
	Iteration 54Q: 3 clusters Score -2313080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2313081.000000 Penalty: 3287.086670
	Iteration 55Q: 3 clusters Score -2313081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2313081.750000 Penalty: 3287.086670
	Iteration 56Q: 3 clusters Score -2313082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2313085.250000 Penalty: 3287.086670
	Iteration 57Q: 3 clusters Score -2313085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2313085.250000 Penalty: 3287.086670
	Iteration 58Q: 3 clusters Score -2313085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2313085.750000 Penalty: 3287.086670
	Iteration 59Q: 3 clusters Score -2313086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2313086.500000 Penalty: 3287.086670
	Iteration 60F: 3 clusters Score -2313086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2313087.500000 Penalty: 3287.086670
	Iteration 61Q: 3 clusters Score -2313088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2313088.000000 Penalty: 3287.086670
	Iteration 62Q: 3 clusters Score -2313088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2313088.250000 Penalty: 3287.086670
	Iteration 63Q: 3 clusters Score -2313088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2313088.250000 Penalty: 3287.086670
	Iteration 64Q: 3 clusters Score -2313088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2313086.500000 Penalty: 3287.086670
	Iteration 65Q: 3 clusters Score -2313086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2313087.750000 Penalty: 3287.086670
	Iteration 66Q: 3 clusters Score -2313088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2313088.500000 Penalty: 3287.086670
	Iteration 67Q: 3 clusters Score -2313088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2313089.500000 Penalty: 3287.086670
	Iteration 68Q: 3 clusters Score -2313090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2313089.250000 Penalty: 3287.086670
	Iteration 69Q: 3 clusters Score -2313089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2313091.750000 Penalty: 3287.086670
	Iteration 70Q: 3 clusters Score -2313092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2313091.750000 Penalty: 3287.086670
	Iteration 71F: 3 clusters Score -2313092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -445016.687500 Penalty: 1381.620850
	Iteration 0F: 2 clusters Score -445016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -441077.875000 Penalty: 2763.241699
	Iteration 0F: 3 clusters Score -441077.9 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -442239.062500 Penalty: 2763.241699
	Iteration 1F: 3 clusters Score -442239.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -442488.937500 Penalty: 2763.241699
	Iteration 2F: 3 clusters Score -442488.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -442706.718750 Penalty: 2763.241699
	Iteration 3F: 3 clusters Score -442706.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -442842.968750 Penalty: 2763.241699
	Iteration 4F: 3 clusters Score -442843 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -442937.125000 Penalty: 2763.241699
	Iteration 5Q: 3 clusters Score -442937.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -443005.906250 Penalty: 2763.241699
	Iteration 6Q: 3 clusters Score -443005.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -443061.375000 Penalty: 2763.241699
	Iteration 7Q: 3 clusters Score -443061.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -443116.906250 Penalty: 2763.241699
	Iteration 8Q: 3 clusters Score -443116.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -443180.718750 Penalty: 2763.241699
	Iteration 9Q: 3 clusters Score -443180.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -443252.406250 Penalty: 2763.241699
	Iteration 10Q: 3 clusters Score -443252.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -443321.812500 Penalty: 2763.241699
	Iteration 11Q: 3 clusters Score -443321.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -443381.593750 Penalty: 2763.241699
	Iteration 12Q: 3 clusters Score -443381.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -443443.062500 Penalty: 2763.241699
	Iteration 13Q: 3 clusters Score -443443.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -443515.312500 Penalty: 2763.241699
	Iteration 14Q: 3 clusters Score -443515.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -443571.468750 Penalty: 2763.241699
	Iteration 15Q: 3 clusters Score -443571.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -443629.875000 Penalty: 2763.241699
	Iteration 16Q: 3 clusters Score -443629.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -443710.875000 Penalty: 2763.241699
	Iteration 17Q: 3 clusters Score -443710.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -443819.625000 Penalty: 2763.241699
	Iteration 18Q: 3 clusters Score -443819.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -443886.593750 Penalty: 2763.241699
	Iteration 19Q: 3 clusters Score -443886.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -443940.406250 Penalty: 2763.241699
	Iteration 20F: 3 clusters Score -443940.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -443985.031250 Penalty: 2763.241699
	Iteration 21Q: 3 clusters Score -443985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -444014.250000 Penalty: 2763.241699
	Iteration 22Q: 3 clusters Score -444014.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -444042.562500 Penalty: 2763.241699
	Iteration 23Q: 3 clusters Score -444042.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -444061.312500 Penalty: 2763.241699
	Iteration 24Q: 3 clusters Score -444061.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -444072.062500 Penalty: 2763.241699
	Iteration 25Q: 3 clusters Score -444072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -444082.687500 Penalty: 2763.241699
	Iteration 26Q: 3 clusters Score -444082.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -444094.156250 Penalty: 2763.241699
	Iteration 27Q: 3 clusters Score -444094.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -444106.281250 Penalty: 2763.241699
	Iteration 28Q: 3 clusters Score -444106.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -444111.656250 Penalty: 2763.241699
	Iteration 29Q: 3 clusters Score -444111.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -444118.375000 Penalty: 2763.241699
	Iteration 30Q: 3 clusters Score -444118.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -444124.375000 Penalty: 2763.241699
	Iteration 31Q: 3 clusters Score -444124.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -444129.593750 Penalty: 2763.241699
	Iteration 32Q: 3 clusters Score -444129.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -444138.250000 Penalty: 2763.241699
	Iteration 33Q: 3 clusters Score -444138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -444141.906250 Penalty: 2763.241699
	Iteration 34Q: 3 clusters Score -444141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -444143.437500 Penalty: 2763.241699
	Iteration 35Q: 3 clusters Score -444143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -444144.687500 Penalty: 2763.241699
	Iteration 36Q: 3 clusters Score -444144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -444144.593750 Penalty: 2763.241699
	Iteration 37Q: 3 clusters Score -444144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -444144.593750 Penalty: 2763.241699
	Iteration 38F: 3 clusters Score -444144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Entering Unmasked Estep 
Score: -1766316.250000 Penalty: 1601.161133
	Iteration 0F: 2 clusters Score -1766316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1753338.250000 Penalty: 3202.322266
	Iteration 0F: 3 clusters Score -1753338 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1757979.125000 Penalty: 3202.322266
	Iteration 1F: 3 clusters Score -1757979 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1758272.375000 Penalty: 3202.322266
	Iteration 2Q: 3 clusters Score -1758272 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1758524.625000 Penalty: 3202.322266
	Iteration 3Q: 3 clusters Score -1758525 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1758754.125000 Penalty: 3202.322266
	Iteration 4Q: 3 clusters Score -1758754 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1759034.500000 Penalty: 3202.322266
	Iteration 5Q: 3 clusters Score -1759034 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1759402.250000 Penalty: 3202.322266
	Iteration 6Q: 3 clusters Score -1759402 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1759899.125000 Penalty: 3202.322266
	Iteration 7Q: 3 clusters Score -1759899 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1760650.375000 Penalty: 3202.322266
	Iteration 8F: 3 clusters Score -1760650 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1761572.500000 Penalty: 3202.322266
	Iteration 9F: 3 clusters Score -1761572 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1762593.625000 Penalty: 3202.322266
	Iteration 10F: 3 clusters Score -1762594 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1763557.250000 Penalty: 3202.322266
	Iteration 11F: 3 clusters Score -1763557 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1764190.500000 Penalty: 3202.322266
	Iteration 12Q: 3 clusters Score -1764190 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1764537.500000 Penalty: 3202.322266
	Iteration 13Q: 3 clusters Score -1764538 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1764755.125000 Penalty: 3202.322266
	Iteration 14Q: 3 clusters Score -1764755 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1764868.500000 Penalty: 3202.322266
	Iteration 15Q: 3 clusters Score -1764868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1764921.125000 Penalty: 3202.322266
	Iteration 16Q: 3 clusters Score -1764921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1764948.625000 Penalty: 3202.322266
	Iteration 17Q: 3 clusters Score -1764949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1764963.875000 Penalty: 3202.322266
	Iteration 18Q: 3 clusters Score -1764964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1764982.125000 Penalty: 3202.322266
	Iteration 19Q: 3 clusters Score -1764982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1764994.000000 Penalty: 3202.322266
	Iteration 20F: 3 clusters Score -1764994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1764997.875000 Penalty: 3202.322266
	Iteration 21Q: 3 clusters Score -1764998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1765001.000000 Penalty: 3202.322266
	Iteration 22Q: 3 clusters Score -1765001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1765002.250000 Penalty: 3202.322266
	Iteration 23Q: 3 clusters Score -1765002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1765002.500000 Penalty: 3202.322266
	Iteration 24Q: 3 clusters Score -1765002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1765005.250000 Penalty: 3202.322266
	Iteration 25Q: 3 clusters Score -1765005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1765006.750000 Penalty: 3202.322266
	Iteration 26Q: 3 clusters Score -1765007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1765006.750000 Penalty: 3202.322266
	Iteration 27Q: 3 clusters Score -1765007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1765006.375000 Penalty: 3202.322266
	Iteration 28Q: 3 clusters Score -1765006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1765006.000000 Penalty: 3202.322266
	Iteration 29Q: 3 clusters Score -1765006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1765005.500000 Penalty: 3202.322266
	Iteration 30Q: 3 clusters Score -1765006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1765007.250000 Penalty: 3202.322266
	Iteration 31Q: 3 clusters Score -1765007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1765009.375000 Penalty: 3202.322266
	Iteration 32Q: 3 clusters Score -1765009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1765008.125000 Penalty: 3202.322266
	Iteration 33Q: 3 clusters Score -1765008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1765007.250000 Penalty: 3202.322266
	Iteration 34Q: 3 clusters Score -1765007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1765007.250000 Penalty: 3202.322266
	Iteration 35F: 3 clusters Score -1765007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -436780.906250 Penalty: 1378.422852
	Iteration 0F: 2 clusters Score -436780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -432930.218750 Penalty: 2756.845703
	Iteration 0F: 3 clusters Score -432930.2 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -434309.218750 Penalty: 2756.845703
	Iteration 1F: 3 clusters Score -434309.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -434949.562500 Penalty: 2756.845703
	Iteration 2F: 3 clusters Score -434949.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -435645.500000 Penalty: 2756.845703
	Iteration 3F: 3 clusters Score -435645.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -436071.250000 Penalty: 2756.845703
	Iteration 4F: 3 clusters Score -436071.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -436320.750000 Penalty: 2756.845703
	Iteration 5F: 3 clusters Score -436320.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -436488.781250 Penalty: 2756.845703
	Iteration 6Q: 3 clusters Score -436488.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -436592.156250 Penalty: 2756.845703
	Iteration 7Q: 3 clusters Score -436592.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -436673.437500 Penalty: 2756.845703
	Iteration 8Q: 3 clusters Score -436673.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -436733.968750 Penalty: 2756.845703
	Iteration 9Q: 3 clusters Score -436734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -436776.062500 Penalty: 2756.845703
	Iteration 10Q: 3 clusters Score -436776.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -436816.500000 Penalty: 2756.845703
	Iteration 11Q: 3 clusters Score -436816.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -436849.875000 Penalty: 2756.845703
	Iteration 12Q: 3 clusters Score -436849.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -436870.218750 Penalty: 2756.845703
	Iteration 13Q: 3 clusters Score -436870.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -436889.406250 Penalty: 2756.845703
	Iteration 14Q: 3 clusters Score -436889.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -436904.031250 Penalty: 2756.845703
	Iteration 15Q: 3 clusters Score -436904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -436921.468750 Penalty: 2756.845703
	Iteration 16Q: 3 clusters Score -436921.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -436934.218750 Penalty: 2756.845703
	Iteration 17Q: 3 clusters Score -436934.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -436946.812500 Penalty: 2756.845703
	Iteration 18Q: 3 clusters Score -436946.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -436957.437500 Penalty: 2756.845703
	Iteration 19Q: 3 clusters Score -436957.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -436970.281250 Penalty: 2756.845703
	Iteration 20F: 3 clusters Score -436970.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -436978.562500 Penalty: 2756.845703
	Iteration 21Q: 3 clusters Score -436978.6 nChanged 16
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: -436987.000000 Penalty: 2756.845703
	Iteration 22Q: 3 clusters Score -436987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -436997.531250 Penalty: 2756.845703
	Iteration 23Q: 3 clusters Score -436997.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -437005.468750 Penalty: 2756.845703
	Iteration 24Q: 3 clusters Score -437005.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -437014.750000 Penalty: 2756.845703
	Iteration 25Q: 3 clusters Score -437014.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -437020.937500 Penalty: 2756.845703
	Iteration 26Q: 3 clusters Score -437020.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -437028.437500 Penalty: 2756.845703
	Iteration 27Q: 3 clusters Score -437028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -437038.250000 Penalty: 2756.845703
	Iteration 28Q: 3 clusters Score -437038.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -437045.531250 Penalty: 2756.845703
	Iteration 29Q: 3 clusters Score -437045.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -437052.656250 Penalty: 2756.845703
	Iteration 30Q: 3 clusters Score -437052.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -437064.250000 Penalty: 2756.845703
	Iteration 31Q: 3 clusters Score -437064.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -437075.937500 Penalty: 2756.845703
	Iteration 32Q: 3 clusters Score -437075.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -437101.750000 Penalty: 2756.845703
	Iteration 33Q: 3 clusters Score -437101.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -437139.968750 Penalty: 2756.845703
	Iteration 34Q: 3 clusters Score -437140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -437167.187500 Penalty: 2756.845703
	Iteration 35Q: 3 clusters Score -437167.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -437177.718750 Penalty: 2756.845703
	Iteration 36Q: 3 clusters Score -437177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -437185.281250 Penalty: 2756.845703
	Iteration 37Q: 3 clusters Score -437185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -437186.562500 Penalty: 2756.845703
	Iteration 38Q: 3 clusters Score -437186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -437186.750000 Penalty: 2756.845703
	Iteration 39Q: 3 clusters Score -437186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -437186.406250 Penalty: 2756.845703
	Iteration 40F: 3 clusters Score -437186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 36689 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23136 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45404 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38804 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21347 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 23965 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 3293 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31212 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 7503 members 
Mstep: Class 46 contains 3629 members 
Entering Unmasked Estep 
Score: -49773328.000000 Penalty: 98713.132812
Splitting cluster 12 changes total score from -49774084.000000 to -49773328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -437099.031250 Penalty: 1374.782349
	Iteration 0F: 2 clusters Score -437099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -433335.781250 Penalty: 2749.564697
	Iteration 0F: 3 clusters Score -433335.8 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -434449.562500 Penalty: 2749.564697
	Iteration 1F: 3 clusters Score -434449.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -434637.312500 Penalty: 2749.564697
	Iteration 2F: 3 clusters Score -434637.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -434768.250000 Penalty: 2749.564697
	Iteration 3F: 3 clusters Score -434768.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -434869.781250 Penalty: 2749.564697
	Iteration 4Q: 3 clusters Score -434869.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -434970.406250 Penalty: 2749.564697
	Iteration 5Q: 3 clusters Score -434970.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -435072.812500 Penalty: 2749.564697
	Iteration 6Q: 3 clusters Score -435072.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -435164.812500 Penalty: 2749.564697
	Iteration 7Q: 3 clusters Score -435164.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -435295.281250 Penalty: 2749.564697
	Iteration 8Q: 3 clusters Score -435295.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -435413.781250 Penalty: 2749.564697
	Iteration 9Q: 3 clusters Score -435413.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -435535.656250 Penalty: 2749.564697
	Iteration 10Q: 3 clusters Score -435535.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -435674.718750 Penalty: 2749.564697
	Iteration 11Q: 3 clusters Score -435674.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -435799.812500 Penalty: 2749.564697
	Iteration 12Q: 3 clusters Score -435799.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -435904.250000 Penalty: 2749.564697
	Iteration 13Q: 3 clusters Score -435904.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -436004.593750 Penalty: 2749.564697
	Iteration 14Q: 3 clusters Score -436004.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -436094.000000 Penalty: 2749.564697
	Iteration 15Q: 3 clusters Score -436094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -436176.500000 Penalty: 2749.564697
	Iteration 16Q: 3 clusters Score -436176.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -436229.218750 Penalty: 2749.564697
	Iteration 17Q: 3 clusters Score -436229.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -436277.281250 Penalty: 2749.564697
	Iteration 18Q: 3 clusters Score -436277.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -436310.343750 Penalty: 2749.564697
	Iteration 19Q: 3 clusters Score -436310.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -436335.812500 Penalty: 2749.564697
	Iteration 20F: 3 clusters Score -436335.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -436352.062500 Penalty: 2749.564697
	Iteration 21Q: 3 clusters Score -436352.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -436363.625000 Penalty: 2749.564697
	Iteration 22Q: 3 clusters Score -436363.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -436369.500000 Penalty: 2749.564697
	Iteration 23Q: 3 clusters Score -436369.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -436376.812500 Penalty: 2749.564697
	Iteration 24Q: 3 clusters Score -436376.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -436383.781250 Penalty: 2749.564697
	Iteration 25Q: 3 clusters Score -436383.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -436388.375000 Penalty: 2749.564697
	Iteration 26Q: 3 clusters Score -436388.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -436393.187500 Penalty: 2749.564697
	Iteration 27Q: 3 clusters Score -436393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -436396.437500 Penalty: 2749.564697
	Iteration 28Q: 3 clusters Score -436396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -436398.843750 Penalty: 2749.564697
	Iteration 29Q: 3 clusters Score -436398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -436399.562500 Penalty: 2749.564697
	Iteration 30Q: 3 clusters Score -436399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -436400.343750 Penalty: 2749.564697
	Iteration 31Q: 3 clusters Score -436400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -436401.500000 Penalty: 2749.564697
	Iteration 32Q: 3 clusters Score -436401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -436402.187500 Penalty: 2749.564697
	Iteration 33Q: 3 clusters Score -436402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -436402.062500 Penalty: 2749.564697
	Iteration 34Q: 3 clusters Score -436402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -436402.156250 Penalty: 2749.564697
	Iteration 35Q: 3 clusters Score -436402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -436402.156250 Penalty: 2749.564697
	Iteration 36F: 3 clusters Score -436402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -553321.250000 Penalty: 1415.073486
	Iteration 0F: 2 clusters Score -553321.2 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 3006 members 
Entering Unmasked Estep 
Score: -548643.312500 Penalty: 2830.146973
	Iteration 0F: 3 clusters Score -548643.3 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -549986.562500 Penalty: 2830.146973
	Iteration 1F: 3 clusters Score -549986.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -550190.687500 Penalty: 2830.146973
	Iteration 2F: 3 clusters Score -550190.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -550357.562500 Penalty: 2830.146973
	Iteration 3F: 3 clusters Score -550357.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -550531.625000 Penalty: 2830.146973
	Iteration 4Q: 3 clusters Score -550531.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -550721.875000 Penalty: 2830.146973
	Iteration 5Q: 3 clusters Score -550721.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -550930.437500 Penalty: 2830.146973
	Iteration 6Q: 3 clusters Score -550930.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -551140.437500 Penalty: 2830.146973
	Iteration 7F: 3 clusters Score -551140.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -551306.875000 Penalty: 2830.146973
	Iteration 8Q: 3 clusters Score -551306.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -551437.375000 Penalty: 2830.146973
	Iteration 9Q: 3 clusters Score -551437.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -551546.562500 Penalty: 2830.146973
	Iteration 10Q: 3 clusters Score -551546.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -551639.625000 Penalty: 2830.146973
	Iteration 11Q: 3 clusters Score -551639.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -551701.625000 Penalty: 2830.146973
	Iteration 12Q: 3 clusters Score -551701.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -551736.250000 Penalty: 2830.146973
	Iteration 13Q: 3 clusters Score -551736.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -551762.000000 Penalty: 2830.146973
	Iteration 14Q: 3 clusters Score -551762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -551779.937500 Penalty: 2830.146973
	Iteration 15Q: 3 clusters Score -551779.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -551793.500000 Penalty: 2830.146973
	Iteration 16Q: 3 clusters Score -551793.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -551802.562500 Penalty: 2830.146973
	Iteration 17Q: 3 clusters Score -551802.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -551809.750000 Penalty: 2830.146973
	Iteration 18Q: 3 clusters Score -551809.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -551815.812500 Penalty: 2830.146973
	Iteration 19Q: 3 clusters Score -551815.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -551823.437500 Penalty: 2830.146973
	Iteration 20F: 3 clusters Score -551823.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -551831.375000 Penalty: 2830.146973
	Iteration 21Q: 3 clusters Score -551831.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -551840.500000 Penalty: 2830.146973
	Iteration 22Q: 3 clusters Score -551840.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -551850.000000 Penalty: 2830.146973
	Iteration 23Q: 3 clusters Score -551850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -551857.812500 Penalty: 2830.146973
	Iteration 24Q: 3 clusters Score -551857.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -551868.250000 Penalty: 2830.146973
	Iteration 25Q: 3 clusters Score -551868.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -551880.562500 Penalty: 2830.146973
	Iteration 26Q: 3 clusters Score -551880.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -551898.750000 Penalty: 2830.146973
	Iteration 27Q: 3 clusters Score -551898.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -551933.687500 Penalty: 2830.146973
	Iteration 28Q: 3 clusters Score -551933.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -551984.500000 Penalty: 2830.146973
	Iteration 29Q: 3 clusters Score -551984.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -552061.812500 Penalty: 2830.146973
	Iteration 30Q: 3 clusters Score -552061.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -552167.875000 Penalty: 2830.146973
	Iteration 31Q: 3 clusters Score -552167.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -552261.625000 Penalty: 2830.146973
	Iteration 32Q: 3 clusters Score -552261.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -552333.937500 Penalty: 2830.146973
	Iteration 33Q: 3 clusters Score -552333.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -552390.250000 Penalty: 2830.146973
	Iteration 34Q: 3 clusters Score -552390.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -552433.437500 Penalty: 2830.146973
	Iteration 35Q: 3 clusters Score -552433.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -552459.937500 Penalty: 2830.146973
	Iteration 36Q: 3 clusters Score -552459.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -552481.375000 Penalty: 2830.146973
	Iteration 37Q: 3 clusters Score -552481.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -552494.000000 Penalty: 2830.146973
	Iteration 38Q: 3 clusters Score -552494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -552507.625000 Penalty: 2830.146973
	Iteration 39Q: 3 clusters Score -552507.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -552521.812500 Penalty: 2830.146973
	Iteration 40F: 3 clusters Score -552521.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -552536.062500 Penalty: 2830.146973
	Iteration 41Q: 3 clusters Score -552536.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -552549.750000 Penalty: 2830.146973
	Iteration 42Q: 3 clusters Score -552549.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -552560.875000 Penalty: 2830.146973
	Iteration 43Q: 3 clusters Score -552560.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -552572.625000 Penalty: 2830.146973
	Iteration 44Q: 3 clusters Score -552572.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -552579.312500 Penalty: 2830.146973
	Iteration 45Q: 3 clusters Score -552579.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -552587.062500 Penalty: 2830.146973
	Iteration 46Q: 3 clusters Score -552587.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -552596.875000 Penalty: 2830.146973
	Iteration 47Q: 3 clusters Score -552596.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -552604.625000 Penalty: 2830.146973
	Iteration 48Q: 3 clusters Score -552604.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -552615.000000 Penalty: 2830.146973
	Iteration 49Q: 3 clusters Score -552615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -552620.562500 Penalty: 2830.146973
	Iteration 50Q: 3 clusters Score -552620.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -552632.500000 Penalty: 2830.146973
	Iteration 51Q: 3 clusters Score -552632.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -552642.375000 Penalty: 2830.146973
	Iteration 52Q: 3 clusters Score -552642.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -552654.750000 Penalty: 2830.146973
	Iteration 53Q: 3 clusters Score -552654.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -552669.625000 Penalty: 2830.146973
	Iteration 54Q: 3 clusters Score -552669.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -552679.875000 Penalty: 2830.146973
	Iteration 55Q: 3 clusters Score -552679.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -552686.875000 Penalty: 2830.146973
	Iteration 56Q: 3 clusters Score -552686.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -552690.187500 Penalty: 2830.146973
	Iteration 57Q: 3 clusters Score -552690.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -552693.375000 Penalty: 2830.146973
	Iteration 58Q: 3 clusters Score -552693.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -552696.125000 Penalty: 2830.146973
	Iteration 59Q: 3 clusters Score -552696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -552699.625000 Penalty: 2830.146973
	Iteration 60F: 3 clusters Score -552699.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -552703.187500 Penalty: 2830.146973
	Iteration 61Q: 3 clusters Score -552703.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -552705.000000 Penalty: 2830.146973
	Iteration 62Q: 3 clusters Score -552705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -552707.000000 Penalty: 2830.146973
	Iteration 63Q: 3 clusters Score -552707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -552709.437500 Penalty: 2830.146973
	Iteration 64Q: 3 clusters Score -552709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -552710.687500 Penalty: 2830.146973
	Iteration 65Q: 3 clusters Score -552710.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -552711.562500 Penalty: 2830.146973
	Iteration 66Q: 3 clusters Score -552711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -552712.000000 Penalty: 2830.146973
	Iteration 67Q: 3 clusters Score -552712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -552711.687500 Penalty: 2830.146973
	Iteration 68Q: 3 clusters Score -552711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -552712.562500 Penalty: 2830.146973
	Iteration 69Q: 3 clusters Score -552712.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -552713.625000 Penalty: 2830.146973
	Iteration 70Q: 3 clusters Score -552713.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -552713.625000 Penalty: 2830.146973
	Iteration 71F: 3 clusters Score -552713.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -214098.859375 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -214098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -211823.531250 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -211823.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -212341.187500 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -212341.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -212479.265625 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -212479.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -212581.484375 Penalty: 2515.716064
	Iteration 3F: 3 clusters Score -212581.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -212712.921875 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -212712.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -212886.718750 Penalty: 2515.716064
	Iteration 5F: 3 clusters Score -212886.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -213124.906250 Penalty: 2515.716064
	Iteration 6F: 3 clusters Score -213124.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -213268.796875 Penalty: 2515.716064
	Iteration 7F: 3 clusters Score -213268.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -213350.796875 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -213350.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -213401.578125 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -213401.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -213432.671875 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -213432.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -213449.000000 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -213449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -213469.968750 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -213470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -213492.546875 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -213492.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -213522.625000 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -213522.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -213546.250000 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -213546.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -213559.687500 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -213559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -213567.765625 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -213567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -213570.828125 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -213570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -213575.859375 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -213575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -213584.140625 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -213584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -213587.484375 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -213587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -213590.640625 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -213590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -213595.234375 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -213595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -213601.843750 Penalty: 2515.716064
	Iteration 24Q: 3 clusters Score -213601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -213609.859375 Penalty: 2515.716064
	Iteration 25Q: 3 clusters Score -213609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -213620.171875 Penalty: 2515.716064
	Iteration 26Q: 3 clusters Score -213620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -213625.828125 Penalty: 2515.716064
	Iteration 27Q: 3 clusters Score -213625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -213634.656250 Penalty: 2515.716064
	Iteration 28Q: 3 clusters Score -213634.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -213641.062500 Penalty: 2515.716064
	Iteration 29Q: 3 clusters Score -213641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -213655.437500 Penalty: 2515.716064
	Iteration 30Q: 3 clusters Score -213655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -213670.093750 Penalty: 2515.716064
	Iteration 31Q: 3 clusters Score -213670.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -213687.437500 Penalty: 2515.716064
	Iteration 32Q: 3 clusters Score -213687.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -213698.421875 Penalty: 2515.716064
	Iteration 33Q: 3 clusters Score -213698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -213703.984375 Penalty: 2515.716064
	Iteration 34Q: 3 clusters Score -213704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -213707.000000 Penalty: 2515.716064
	Iteration 35Q: 3 clusters Score -213707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -213709.734375 Penalty: 2515.716064
	Iteration 36Q: 3 clusters Score -213709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -213714.671875 Penalty: 2515.716064
	Iteration 37Q: 3 clusters Score -213714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -213718.062500 Penalty: 2515.716064
	Iteration 38Q: 3 clusters Score -213718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -213723.328125 Penalty: 2515.716064
	Iteration 39Q: 3 clusters Score -213723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -213726.031250 Penalty: 2515.716064
	Iteration 40F: 3 clusters Score -213726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -213734.468750 Penalty: 2515.716064
	Iteration 41Q: 3 clusters Score -213734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -213741.046875 Penalty: 2515.716064
	Iteration 42Q: 3 clusters Score -213741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -213748.781250 Penalty: 2515.716064
	Iteration 43Q: 3 clusters Score -213748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -213754.515625 Penalty: 2515.716064
	Iteration 44Q: 3 clusters Score -213754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -213757.234375 Penalty: 2515.716064
	Iteration 45Q: 3 clusters Score -213757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -213764.046875 Penalty: 2515.716064
	Iteration 46Q: 3 clusters Score -213764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -213766.265625 Penalty: 2515.716064
	Iteration 47Q: 3 clusters Score -213766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -213766.750000 Penalty: 2515.716064
	Iteration 48Q: 3 clusters Score -213766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -213766.750000 Penalty: 2515.716064
	Iteration 49F: 3 clusters Score -213766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Entering Unmasked Estep 
Score: -3906582.000000 Penalty: 1725.019653
	Iteration 0F: 2 clusters Score -3906582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3882347.500000 Penalty: 3450.039307
	Iteration 0F: 3 clusters Score -3882348 nChanged 18937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3892865.750000 Penalty: 3450.039307
	Iteration 1F: 3 clusters Score -3892866 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3893219.000000 Penalty: 3450.039307
	Iteration 2Q: 3 clusters Score -3893219 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3893561.000000 Penalty: 3450.039307
	Iteration 3Q: 3 clusters Score -3893561 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3893861.250000 Penalty: 3450.039307
	Iteration 4Q: 3 clusters Score -3893861 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3894241.750000 Penalty: 3450.039307
	Iteration 5Q: 3 clusters Score -3894242 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3894725.500000 Penalty: 3450.039307
	Iteration 6Q: 3 clusters Score -3894726 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3895491.250000 Penalty: 3450.039307
	Iteration 7Q: 3 clusters Score -3895491 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3896692.000000 Penalty: 3450.039307
	Iteration 8F: 3 clusters Score -3896692 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3898360.250000 Penalty: 3450.039307
	Iteration 9F: 3 clusters Score -3898360 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3900417.500000 Penalty: 3450.039307
	Iteration 10F: 3 clusters Score -3900418 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3902402.750000 Penalty: 3450.039307
	Iteration 11F: 3 clusters Score -3902403 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3903234.250000 Penalty: 3450.039307
	Iteration 12Q: 3 clusters Score -3903234 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3903707.000000 Penalty: 3450.039307
	Iteration 13Q: 3 clusters Score -3903707 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3904035.000000 Penalty: 3450.039307
	Iteration 14Q: 3 clusters Score -3904035 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3904215.250000 Penalty: 3450.039307
	Iteration 15Q: 3 clusters Score -3904215 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3904304.000000 Penalty: 3450.039307
	Iteration 16Q: 3 clusters Score -3904304 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3904376.250000 Penalty: 3450.039307
	Iteration 17Q: 3 clusters Score -3904376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3904448.000000 Penalty: 3450.039307
	Iteration 18Q: 3 clusters Score -3904448 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3904506.000000 Penalty: 3450.039307
	Iteration 19Q: 3 clusters Score -3904506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3904582.750000 Penalty: 3450.039307
	Iteration 20F: 3 clusters Score -3904583 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3904623.000000 Penalty: 3450.039307
	Iteration 21Q: 3 clusters Score -3904623 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3904685.500000 Penalty: 3450.039307
	Iteration 22Q: 3 clusters Score -3904686 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3904743.500000 Penalty: 3450.039307
	Iteration 23Q: 3 clusters Score -3904744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3904758.250000 Penalty: 3450.039307
	Iteration 24Q: 3 clusters Score -3904758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3904767.250000 Penalty: 3450.039307
	Iteration 25Q: 3 clusters Score -3904767 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3904793.000000 Penalty: 3450.039307
	Iteration 26Q: 3 clusters Score -3904793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3904815.500000 Penalty: 3450.039307
	Iteration 27Q: 3 clusters Score -3904816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3904833.250000 Penalty: 3450.039307
	Iteration 28Q: 3 clusters Score -3904833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3904846.500000 Penalty: 3450.039307
	Iteration 29Q: 3 clusters Score -3904846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3904869.000000 Penalty: 3450.039307
	Iteration 30Q: 3 clusters Score -3904869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3904894.500000 Penalty: 3450.039307
	Iteration 31Q: 3 clusters Score -3904894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3904914.250000 Penalty: 3450.039307
	Iteration 32Q: 3 clusters Score -3904914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3904923.000000 Penalty: 3450.039307
	Iteration 33Q: 3 clusters Score -3904923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3904944.000000 Penalty: 3450.039307
	Iteration 34Q: 3 clusters Score -3904944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3904948.750000 Penalty: 3450.039307
	Iteration 35Q: 3 clusters Score -3904949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3904943.750000 Penalty: 3450.039307
	Iteration 36Q: 3 clusters Score -3904944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3904959.250000 Penalty: 3450.039307
	Iteration 37Q: 3 clusters Score -3904959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3904974.500000 Penalty: 3450.039307
	Iteration 38Q: 3 clusters Score -3904974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3904978.750000 Penalty: 3450.039307
	Iteration 39Q: 3 clusters Score -3904979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3904981.750000 Penalty: 3450.039307
	Iteration 40F: 3 clusters Score -3904982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3904986.750000 Penalty: 3450.039307
	Iteration 41Q: 3 clusters Score -3904987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3904992.000000 Penalty: 3450.039307
	Iteration 42Q: 3 clusters Score -3904992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3905003.250000 Penalty: 3450.039307
	Iteration 43Q: 3 clusters Score -3905003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3905005.500000 Penalty: 3450.039307
	Iteration 44Q: 3 clusters Score -3905006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3905006.250000 Penalty: 3450.039307
	Iteration 45Q: 3 clusters Score -3905006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3905010.250000 Penalty: 3450.039307
	Iteration 46Q: 3 clusters Score -3905010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3905014.000000 Penalty: 3450.039307
	Iteration 47Q: 3 clusters Score -3905014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3905015.500000 Penalty: 3450.039307
	Iteration 48Q: 3 clusters Score -3905016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3905019.500000 Penalty: 3450.039307
	Iteration 49Q: 3 clusters Score -3905020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3905020.750000 Penalty: 3450.039307
	Iteration 50Q: 3 clusters Score -3905021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3905022.500000 Penalty: 3450.039307
	Iteration 51Q: 3 clusters Score -3905022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3905032.750000 Penalty: 3450.039307
	Iteration 52Q: 3 clusters Score -3905033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3905031.000000 Penalty: 3450.039307
	Iteration 53Q: 3 clusters Score -3905031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3905034.250000 Penalty: 3450.039307
	Iteration 54Q: 3 clusters Score -3905034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3905033.250000 Penalty: 3450.039307
	Iteration 55Q: 3 clusters Score -3905033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3905039.000000 Penalty: 3450.039307
	Iteration 56Q: 3 clusters Score -3905039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3905046.000000 Penalty: 3450.039307
	Iteration 57Q: 3 clusters Score -3905046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3905041.250000 Penalty: 3450.039307
	Iteration 58Q: 3 clusters Score -3905041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3905043.500000 Penalty: 3450.039307
	Iteration 59Q: 3 clusters Score -3905044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3905049.750000 Penalty: 3450.039307
	Iteration 60F: 3 clusters Score -3905050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3905059.000000 Penalty: 3450.039307
	Iteration 61Q: 3 clusters Score -3905059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3905054.000000 Penalty: 3450.039307
	Iteration 62Q: 3 clusters Score -3905054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3905053.000000 Penalty: 3450.039307
	Iteration 63Q: 3 clusters Score -3905053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3905050.750000 Penalty: 3450.039307
	Iteration 64Q: 3 clusters Score -3905051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3905050.750000 Penalty: 3450.039307
	Iteration 65F: 3 clusters Score -3905051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -138774.000000 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -138774 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 801 members 
Entering Unmasked Estep 
Score: -136954.796875 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -136954.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137347.187500 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -137347.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -137475.140625 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -137475.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137561.656250 Penalty: 2387.663086
	Iteration 3F: 3 clusters Score -137561.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137621.296875 Penalty: 2387.663086
	Iteration 4Q: 3 clusters Score -137621.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -137667.000000 Penalty: 2387.663086
	Iteration 5Q: 3 clusters Score -137667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -137696.437500 Penalty: 2387.663086
	Iteration 6Q: 3 clusters Score -137696.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -137722.562500 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -137722.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -137745.156250 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -137745.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137764.375000 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -137764.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -137786.671875 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -137786.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -137809.890625 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -137809.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -137833.250000 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -137833.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137874.468750 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -137874.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137943.656250 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -137943.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -138022.218750 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -138022.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -138081.296875 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -138081.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -138125.500000 Penalty: 2387.663086
	Iteration 17Q: 3 clusters Score -138125.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138166.734375 Penalty: 2387.663086
	Iteration 18Q: 3 clusters Score -138166.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138196.500000 Penalty: 2387.663086
	Iteration 19Q: 3 clusters Score -138196.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -138223.031250 Penalty: 2387.663086
	Iteration 20F: 3 clusters Score -138223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -138248.437500 Penalty: 2387.663086
	Iteration 21Q: 3 clusters Score -138248.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -138268.921875 Penalty: 2387.663086
	Iteration 22Q: 3 clusters Score -138268.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -138282.875000 Penalty: 2387.663086
	Iteration 23Q: 3 clusters Score -138282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -138309.187500 Penalty: 2387.663086
	Iteration 24Q: 3 clusters Score -138309.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -138335.468750 Penalty: 2387.663086
	Iteration 25Q: 3 clusters Score -138335.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138350.125000 Penalty: 2387.663086
	Iteration 26Q: 3 clusters Score -138350.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138363.656250 Penalty: 2387.663086
	Iteration 27Q: 3 clusters Score -138363.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138374.593750 Penalty: 2387.663086
	Iteration 28Q: 3 clusters Score -138374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -138378.265625 Penalty: 2387.663086
	Iteration 29Q: 3 clusters Score -138378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138380.437500 Penalty: 2387.663086
	Iteration 30Q: 3 clusters Score -138380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138381.609375 Penalty: 2387.663086
	Iteration 31Q: 3 clusters Score -138381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138382.546875 Penalty: 2387.663086
	Iteration 32Q: 3 clusters Score -138382.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138386.640625 Penalty: 2387.663086
	Iteration 33F: 3 clusters Score -138386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138395.234375 Penalty: 2387.663086
	Iteration 34Q: 3 clusters Score -138395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138400.921875 Penalty: 2387.663086
	Iteration 35Q: 3 clusters Score -138400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -138407.765625 Penalty: 2387.663086
	Iteration 36Q: 3 clusters Score -138407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138421.843750 Penalty: 2387.663086
	Iteration 37Q: 3 clusters Score -138421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138428.875000 Penalty: 2387.663086
	Iteration 38Q: 3 clusters Score -138428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138429.609375 Penalty: 2387.663086
	Iteration 39Q: 3 clusters Score -138429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138429.890625 Penalty: 2387.663086
	Iteration 40F: 3 clusters Score -138429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Entering Unmasked Estep 
Score: -4448061.000000 Penalty: 1742.545288
	Iteration 0F: 2 clusters Score -4448061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4429178.500000 Penalty: 3485.090576
	Iteration 0F: 3 clusters Score -4429178 nChanged 21314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -4441271.000000 Penalty: 3485.090576
	Iteration 1F: 3 clusters Score -4441271 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4441778.500000 Penalty: 3485.090576
	Iteration 2Q: 3 clusters Score -4441778 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4442466.000000 Penalty: 3485.090576
	Iteration 3Q: 3 clusters Score -4442466 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4443317.500000 Penalty: 3485.090576
	Iteration 4Q: 3 clusters Score -4443318 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -4444454.500000 Penalty: 3485.090576
	Iteration 5Q: 3 clusters Score -4444454 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -4446096.000000 Penalty: 3485.090576
	Iteration 6F: 3 clusters Score -4446096 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4447765.500000 Penalty: 3485.090576
	Iteration 7F: 3 clusters Score -4447766 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4449445.500000 Penalty: 3485.090576
	Iteration 8F: 3 clusters Score -4449446 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4450564.500000 Penalty: 3485.090576
	Iteration 9Q: 3 clusters Score -4450564 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4451212.500000 Penalty: 3485.090576
	Iteration 10Q: 3 clusters Score -4451212 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4451499.500000 Penalty: 3485.090576
	Iteration 11Q: 3 clusters Score -4451500 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4451573.000000 Penalty: 3485.090576
	Iteration 12Q: 3 clusters Score -4451573 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4451530.000000 Penalty: 3485.090576
	Iteration 13Q: 3 clusters Score -4451530 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4451475.500000 Penalty: 3485.090576
	Iteration 14Q: 3 clusters Score -4451476 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -4451403.000000 Penalty: 3485.090576
	Iteration 15Q: 3 clusters Score -4451403 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4451335.500000 Penalty: 3485.090576
	Iteration 16Q: 3 clusters Score -4451336 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4451284.000000 Penalty: 3485.090576
	Iteration 17Q: 3 clusters Score -4451284 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4451188.000000 Penalty: 3485.090576
	Iteration 18Q: 3 clusters Score -4451188 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4451106.000000 Penalty: 3485.090576
	Iteration 19Q: 3 clusters Score -4451106 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4451051.000000 Penalty: 3485.090576
	Iteration 20F: 3 clusters Score -4451051 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4450969.500000 Penalty: 3485.090576
	Iteration 21Q: 3 clusters Score -4450970 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4450905.000000 Penalty: 3485.090576
	Iteration 22Q: 3 clusters Score -4450905 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4450801.000000 Penalty: 3485.090576
	Iteration 23Q: 3 clusters Score -4450801 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4450733.500000 Penalty: 3485.090576
	Iteration 24Q: 3 clusters Score -4450734 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4450662.000000 Penalty: 3485.090576
	Iteration 25Q: 3 clusters Score -4450662 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4450634.500000 Penalty: 3485.090576
	Iteration 26Q: 3 clusters Score -4450634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -4450586.500000 Penalty: 3485.090576
	Iteration 27Q: 3 clusters Score -4450586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4450571.000000 Penalty: 3485.090576
	Iteration 28Q: 3 clusters Score -4450571 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -4450531.500000 Penalty: 3485.090576
	Iteration 29Q: 3 clusters Score -4450532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4450507.000000 Penalty: 3485.090576
	Iteration 30Q: 3 clusters Score -4450507 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4450491.000000 Penalty: 3485.090576
	Iteration 31Q: 3 clusters Score -4450491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4450459.500000 Penalty: 3485.090576
	Iteration 32Q: 3 clusters Score -4450460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4450404.500000 Penalty: 3485.090576
	Iteration 33Q: 3 clusters Score -4450404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4450355.500000 Penalty: 3485.090576
	Iteration 34Q: 3 clusters Score -4450356 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -4450318.000000 Penalty: 3485.090576
	Iteration 35Q: 3 clusters Score -4450318 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4450290.000000 Penalty: 3485.090576
	Iteration 36Q: 3 clusters Score -4450290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4450269.000000 Penalty: 3485.090576
	Iteration 37Q: 3 clusters Score -4450269 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -4450263.500000 Penalty: 3485.090576
	Iteration 38Q: 3 clusters Score -4450264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4450249.500000 Penalty: 3485.090576
	Iteration 39Q: 3 clusters Score -4450250 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -4450192.500000 Penalty: 3485.090576
	Iteration 40F: 3 clusters Score -4450192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -4450168.500000 Penalty: 3485.090576
	Iteration 41Q: 3 clusters Score -4450168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -4450118.500000 Penalty: 3485.090576
	Iteration 42Q: 3 clusters Score -4450118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -4450086.500000 Penalty: 3485.090576
	Iteration 43Q: 3 clusters Score -4450086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -4450051.000000 Penalty: 3485.090576
	Iteration 44Q: 3 clusters Score -4450051 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -4450039.500000 Penalty: 3485.090576
	Iteration 45Q: 3 clusters Score -4450040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -4450035.000000 Penalty: 3485.090576
	Iteration 46Q: 3 clusters Score -4450035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -4450021.000000 Penalty: 3485.090576
	Iteration 47Q: 3 clusters Score -4450021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -4449984.500000 Penalty: 3485.090576
	Iteration 48Q: 3 clusters Score -4449984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -4449941.000000 Penalty: 3485.090576
	Iteration 49Q: 3 clusters Score -4449941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -4449902.000000 Penalty: 3485.090576
	Iteration 50Q: 3 clusters Score -4449902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -4449858.500000 Penalty: 3485.090576
	Iteration 51Q: 3 clusters Score -4449858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -4449871.000000 Penalty: 3485.090576
	Iteration 52Q: 3 clusters Score -4449871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4449864.500000 Penalty: 3485.090576
	Iteration 53Q: 3 clusters Score -4449864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -4449857.500000 Penalty: 3485.090576
	Iteration 54Q: 3 clusters Score -4449858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -4449828.500000 Penalty: 3485.090576
	Iteration 55Q: 3 clusters Score -4449828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -4449809.500000 Penalty: 3485.090576
	Iteration 56Q: 3 clusters Score -4449810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -4449767.000000 Penalty: 3485.090576
	Iteration 57Q: 3 clusters Score -4449767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -4449751.000000 Penalty: 3485.090576
	Iteration 58Q: 3 clusters Score -4449751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -4449757.000000 Penalty: 3485.090576
	Iteration 59Q: 3 clusters Score -4449757 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -4449739.500000 Penalty: 3485.090576
	Iteration 60F: 3 clusters Score -4449740 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4449738.500000 Penalty: 3485.090576
	Iteration 61Q: 3 clusters Score -4449738 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -4449705.500000 Penalty: 3485.090576
	Iteration 62Q: 3 clusters Score -4449706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -4449685.000000 Penalty: 3485.090576
	Iteration 63Q: 3 clusters Score -4449685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -4449621.000000 Penalty: 3485.090576
	Iteration 64Q: 3 clusters Score -4449621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4449544.500000 Penalty: 3485.090576
	Iteration 65Q: 3 clusters Score -4449544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -4449508.500000 Penalty: 3485.090576
	Iteration 66Q: 3 clusters Score -4449508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -4449499.500000 Penalty: 3485.090576
	Iteration 67Q: 3 clusters Score -4449500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -4449467.500000 Penalty: 3485.090576
	Iteration 68Q: 3 clusters Score -4449468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -4449428.500000 Penalty: 3485.090576
	Iteration 69Q: 3 clusters Score -4449428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -4449385.500000 Penalty: 3485.090576
	Iteration 70Q: 3 clusters Score -4449386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -4449376.500000 Penalty: 3485.090576
	Iteration 71Q: 3 clusters Score -4449376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -4449356.500000 Penalty: 3485.090576
	Iteration 72Q: 3 clusters Score -4449356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4449336.000000 Penalty: 3485.090576
	Iteration 73Q: 3 clusters Score -4449336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4449318.000000 Penalty: 3485.090576
	Iteration 74Q: 3 clusters Score -4449318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -4449271.000000 Penalty: 3485.090576
	Iteration 75Q: 3 clusters Score -4449271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4449217.000000 Penalty: 3485.090576
	Iteration 76Q: 3 clusters Score -4449217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4449198.500000 Penalty: 3485.090576
	Iteration 77Q: 3 clusters Score -4449198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -4449193.000000 Penalty: 3485.090576
	Iteration 78Q: 3 clusters Score -4449193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -4449162.000000 Penalty: 3485.090576
	Iteration 79Q: 3 clusters Score -4449162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -4449134.500000 Penalty: 3485.090576
	Iteration 80F: 3 clusters Score -4449134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -4449104.000000 Penalty: 3485.090576
	Iteration 81Q: 3 clusters Score -4449104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4449096.500000 Penalty: 3485.090576
	Iteration 82Q: 3 clusters Score -4449096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -4449088.000000 Penalty: 3485.090576
	Iteration 83Q: 3 clusters Score -4449088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -4449069.500000 Penalty: 3485.090576
	Iteration 84Q: 3 clusters Score -4449070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4449047.500000 Penalty: 3485.090576
	Iteration 85Q: 3 clusters Score -4449048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -4449037.500000 Penalty: 3485.090576
	Iteration 86Q: 3 clusters Score -4449038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -4449036.000000 Penalty: 3485.090576
	Iteration 87Q: 3 clusters Score -4449036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -4449032.000000 Penalty: 3485.090576
	Iteration 88Q: 3 clusters Score -4449032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -4449011.500000 Penalty: 3485.090576
	Iteration 89Q: 3 clusters Score -4449012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -4449018.000000 Penalty: 3485.090576
	Iteration 90Q: 3 clusters Score -4449018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -4448995.500000 Penalty: 3485.090576
	Iteration 91Q: 3 clusters Score -4448996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -4448985.500000 Penalty: 3485.090576
	Iteration 92Q: 3 clusters Score -4448986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -4448981.000000 Penalty: 3485.090576
	Iteration 93Q: 3 clusters Score -4448981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -4448971.000000 Penalty: 3485.090576
	Iteration 94Q: 3 clusters Score -4448971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -4448960.000000 Penalty: 3485.090576
	Iteration 95Q: 3 clusters Score -4448960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -4448955.500000 Penalty: 3485.090576
	Iteration 96Q: 3 clusters Score -4448956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -4448960.000000 Penalty: 3485.090576
	Iteration 97Q: 3 clusters Score -4448960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4448964.000000 Penalty: 3485.090576
	Iteration 98Q: 3 clusters Score -4448964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4448962.500000 Penalty: 3485.090576
	Iteration 99Q: 3 clusters Score -4448962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4448965.500000 Penalty: 3485.090576
	Iteration 100F: 3 clusters Score -4448966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4448962.000000 Penalty: 3485.090576
	Iteration 101Q: 3 clusters Score -4448962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4448973.500000 Penalty: 3485.090576
	Iteration 102Q: 3 clusters Score -4448974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4448968.500000 Penalty: 3485.090576
	Iteration 103Q: 3 clusters Score -4448968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4448971.000000 Penalty: 3485.090576
	Iteration 104Q: 3 clusters Score -4448971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -4448958.500000 Penalty: 3485.090576
	Iteration 105Q: 3 clusters Score -4448958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -4448951.000000 Penalty: 3485.090576
	Iteration 106Q: 3 clusters Score -4448951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -4448953.500000 Penalty: 3485.090576
	Iteration 107Q: 3 clusters Score -4448954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -4448941.500000 Penalty: 3485.090576
	Iteration 108Q: 3 clusters Score -4448942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -4448952.000000 Penalty: 3485.090576
	Iteration 109Q: 3 clusters Score -4448952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -4448956.000000 Penalty: 3485.090576
	Iteration 110Q: 3 clusters Score -4448956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4448950.000000 Penalty: 3485.090576
	Iteration 111Q: 3 clusters Score -4448950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -4448942.000000 Penalty: 3485.090576
	Iteration 112Q: 3 clusters Score -4448942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4448937.000000 Penalty: 3485.090576
	Iteration 113Q: 3 clusters Score -4448937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -4448940.000000 Penalty: 3485.090576
	Iteration 114Q: 3 clusters Score -4448940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4448935.500000 Penalty: 3485.090576
	Iteration 115Q: 3 clusters Score -4448936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -4448933.500000 Penalty: 3485.090576
	Iteration 116Q: 3 clusters Score -4448934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -4448939.500000 Penalty: 3485.090576
	Iteration 117Q: 3 clusters Score -4448940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -4448941.000000 Penalty: 3485.090576
	Iteration 118Q: 3 clusters Score -4448941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -4448939.500000 Penalty: 3485.090576
	Iteration 119Q: 3 clusters Score -4448940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -4448938.000000 Penalty: 3485.090576
	Iteration 120F: 3 clusters Score -4448938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -4448938.500000 Penalty: 3485.090576
	Iteration 121Q: 3 clusters Score -4448938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4448932.000000 Penalty: 3485.090576
	Iteration 122Q: 3 clusters Score -4448932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -4448935.000000 Penalty: 3485.090576
	Iteration 123Q: 3 clusters Score -4448935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -4448932.500000 Penalty: 3485.090576
	Iteration 124Q: 3 clusters Score -4448932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -4448933.500000 Penalty: 3485.090576
	Iteration 125Q: 3 clusters Score -4448934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -4448937.500000 Penalty: 3485.090576
	Iteration 126Q: 3 clusters Score -4448938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -4448935.500000 Penalty: 3485.090576
	Iteration 127Q: 3 clusters Score -4448936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -4448928.000000 Penalty: 3485.090576
	Iteration 128Q: 3 clusters Score -4448928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -4448920.500000 Penalty: 3485.090576
	Iteration 129Q: 3 clusters Score -4448920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -4448921.500000 Penalty: 3485.090576
	Iteration 130Q: 3 clusters Score -4448922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4448925.500000 Penalty: 3485.090576
	Iteration 131Q: 3 clusters Score -4448926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -4448922.500000 Penalty: 3485.090576
	Iteration 132Q: 3 clusters Score -4448922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -4448922.500000 Penalty: 3485.090576
	Iteration 133Q: 3 clusters Score -4448922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4448927.000000 Penalty: 3485.090576
	Iteration 134Q: 3 clusters Score -4448927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4448927.000000 Penalty: 3485.090576
	Iteration 135F: 3 clusters Score -4448927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 36689 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23136 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38804 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21347 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 23965 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 3293 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31212 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 7503 members 
Mstep: Class 46 contains 40761 members 
Entering Unmasked Estep 
Score: -49774008.000000 Penalty: 98713.132812
Splitting cluster 18 changes total score from -49774084.000000 to -49774008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -171346.718750 Penalty: 1226.896973
	Iteration 0F: 2 clusters Score -171346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -169381.296875 Penalty: 2453.793945
	Iteration 0F: 3 clusters Score -169381.3 nChanged 639
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: -169796.062500 Penalty: 2453.793945
	Iteration 1F: 3 clusters Score -169796.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -169872.437500 Penalty: 2453.793945
	Iteration 2F: 3 clusters Score -169872.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -169912.828125 Penalty: 2453.793945
	Iteration 3Q: 3 clusters Score -169912.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -169948.593750 Penalty: 2453.793945
	Iteration 4Q: 3 clusters Score -169948.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -169980.562500 Penalty: 2453.793945
	Iteration 5Q: 3 clusters Score -169980.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -170021.421875 Penalty: 2453.793945
	Iteration 6Q: 3 clusters Score -170021.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170051.093750 Penalty: 2453.793945
	Iteration 7Q: 3 clusters Score -170051.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170068.781250 Penalty: 2453.793945
	Iteration 8Q: 3 clusters Score -170068.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -170093.203125 Penalty: 2453.793945
	Iteration 9Q: 3 clusters Score -170093.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -170115.609375 Penalty: 2453.793945
	Iteration 10Q: 3 clusters Score -170115.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -170154.984375 Penalty: 2453.793945
	Iteration 11Q: 3 clusters Score -170155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -170207.703125 Penalty: 2453.793945
	Iteration 12Q: 3 clusters Score -170207.7 nChanged 68
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: -170285.703125 Penalty: 2453.793945
	Iteration 13Q: 3 clusters Score -170285.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -170413.859375 Penalty: 2453.793945
	Iteration 14Q: 3 clusters Score -170413.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -170593.437500 Penalty: 2453.793945
	Iteration 15F: 3 clusters Score -170593.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -170744.609375 Penalty: 2453.793945
	Iteration 16F: 3 clusters Score -170744.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -170897.421875 Penalty: 2453.793945
	Iteration 17F: 3 clusters Score -170897.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -170990.500000 Penalty: 2453.793945
	Iteration 18Q: 3 clusters Score -170990.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -171048.328125 Penalty: 2453.793945
	Iteration 19Q: 3 clusters Score -171048.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -171078.984375 Penalty: 2453.793945
	Iteration 20F: 3 clusters Score -171079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -171103.281250 Penalty: 2453.793945
	Iteration 21Q: 3 clusters Score -171103.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -171126.140625 Penalty: 2453.793945
	Iteration 22Q: 3 clusters Score -171126.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -171144.531250 Penalty: 2453.793945
	Iteration 23Q: 3 clusters Score -171144.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -171173.406250 Penalty: 2453.793945
	Iteration 24Q: 3 clusters Score -171173.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -171202.546875 Penalty: 2453.793945
	Iteration 25Q: 3 clusters Score -171202.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -171232.078125 Penalty: 2453.793945
	Iteration 26Q: 3 clusters Score -171232.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -171266.312500 Penalty: 2453.793945
	Iteration 27Q: 3 clusters Score -171266.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -171294.218750 Penalty: 2453.793945
	Iteration 28Q: 3 clusters Score -171294.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -171338.953125 Penalty: 2453.793945
	Iteration 29Q: 3 clusters Score -171339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -171385.718750 Penalty: 2453.793945
	Iteration 30Q: 3 clusters Score -171385.7 nChanged 29
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: -171456.062500 Penalty: 2453.793945
	Iteration 31Q: 3 clusters Score -171456.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -171510.484375 Penalty: 2453.793945
	Iteration 32Q: 3 clusters Score -171510.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -171520.125000 Penalty: 2453.793945
	Iteration 33Q: 3 clusters Score -171520.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -171523.140625 Penalty: 2453.793945
	Iteration 34Q: 3 clusters Score -171523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -171524.000000 Penalty: 2453.793945
	Iteration 35Q: 3 clusters Score -171524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -171524.593750 Penalty: 2453.793945
	Iteration 36Q: 3 clusters Score -171524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -171524.593750 Penalty: 2453.793945
	Iteration 37F: 3 clusters Score -171524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 36689 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23136 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45404 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38804 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21347 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 23965 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 3293 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31212 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 7503 members 
Mstep: Class 46 contains 1064 members 
Entering Unmasked Estep 
Score: -49772920.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49774084.000000 to -49772920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -493087.812500 Penalty: 1409.167603
	Iteration 0F: 2 clusters Score -493087.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -488603.125000 Penalty: 2818.335205
	Iteration 0F: 3 clusters Score -488603.1 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -490052.343750 Penalty: 2818.335205
	Iteration 1F: 3 clusters Score -490052.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -490306.187500 Penalty: 2818.335205
	Iteration 2F: 3 clusters Score -490306.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -490496.656250 Penalty: 2818.335205
	Iteration 3F: 3 clusters Score -490496.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -490641.437500 Penalty: 2818.335205
	Iteration 4Q: 3 clusters Score -490641.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -490749.687500 Penalty: 2818.335205
	Iteration 5Q: 3 clusters Score -490749.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -490835.750000 Penalty: 2818.335205
	Iteration 6Q: 3 clusters Score -490835.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -490902.343750 Penalty: 2818.335205
	Iteration 7Q: 3 clusters Score -490902.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -490971.218750 Penalty: 2818.335205
	Iteration 8Q: 3 clusters Score -490971.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -491022.187500 Penalty: 2818.335205
	Iteration 9Q: 3 clusters Score -491022.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -491056.750000 Penalty: 2818.335205
	Iteration 10Q: 3 clusters Score -491056.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -491098.593750 Penalty: 2818.335205
	Iteration 11Q: 3 clusters Score -491098.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -491133.343750 Penalty: 2818.335205
	Iteration 12Q: 3 clusters Score -491133.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -491172.125000 Penalty: 2818.335205
	Iteration 13Q: 3 clusters Score -491172.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -491220.218750 Penalty: 2818.335205
	Iteration 14Q: 3 clusters Score -491220.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -491280.250000 Penalty: 2818.335205
	Iteration 15Q: 3 clusters Score -491280.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -491329.875000 Penalty: 2818.335205
	Iteration 16Q: 3 clusters Score -491329.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -491375.187500 Penalty: 2818.335205
	Iteration 17Q: 3 clusters Score -491375.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -491407.281250 Penalty: 2818.335205
	Iteration 18Q: 3 clusters Score -491407.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -491440.437500 Penalty: 2818.335205
	Iteration 19Q: 3 clusters Score -491440.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -491474.968750 Penalty: 2818.335205
	Iteration 20F: 3 clusters Score -491475 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -491502.750000 Penalty: 2818.335205
	Iteration 21Q: 3 clusters Score -491502.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -491526.218750 Penalty: 2818.335205
	Iteration 22Q: 3 clusters Score -491526.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -491551.343750 Penalty: 2818.335205
	Iteration 23Q: 3 clusters Score -491551.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -491576.812500 Penalty: 2818.335205
	Iteration 24Q: 3 clusters Score -491576.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -491605.375000 Penalty: 2818.335205
	Iteration 25Q: 3 clusters Score -491605.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -491642.687500 Penalty: 2818.335205
	Iteration 26Q: 3 clusters Score -491642.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -491677.093750 Penalty: 2818.335205
	Iteration 27Q: 3 clusters Score -491677.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -491718.843750 Penalty: 2818.335205
	Iteration 28Q: 3 clusters Score -491718.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -491759.687500 Penalty: 2818.335205
	Iteration 29Q: 3 clusters Score -491759.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -491797.125000 Penalty: 2818.335205
	Iteration 30Q: 3 clusters Score -491797.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -491824.468750 Penalty: 2818.335205
	Iteration 31Q: 3 clusters Score -491824.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -491840.968750 Penalty: 2818.335205
	Iteration 32Q: 3 clusters Score -491841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -491852.062500 Penalty: 2818.335205
	Iteration 33Q: 3 clusters Score -491852.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -491862.218750 Penalty: 2818.335205
	Iteration 34Q: 3 clusters Score -491862.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -491862.812500 Penalty: 2818.335205
	Iteration 35Q: 3 clusters Score -491862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -491866.812500 Penalty: 2818.335205
	Iteration 36Q: 3 clusters Score -491866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -491869.156250 Penalty: 2818.335205
	Iteration 37Q: 3 clusters Score -491869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -491870.843750 Penalty: 2818.335205
	Iteration 38Q: 3 clusters Score -491870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -491873.437500 Penalty: 2818.335205
	Iteration 39Q: 3 clusters Score -491873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -491875.062500 Penalty: 2818.335205
	Iteration 40F: 3 clusters Score -491875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -491877.562500 Penalty: 2818.335205
	Iteration 41Q: 3 clusters Score -491877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -491879.031250 Penalty: 2818.335205
	Iteration 42Q: 3 clusters Score -491879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -491881.562500 Penalty: 2818.335205
	Iteration 43Q: 3 clusters Score -491881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -491884.031250 Penalty: 2818.335205
	Iteration 44Q: 3 clusters Score -491884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -491886.281250 Penalty: 2818.335205
	Iteration 45Q: 3 clusters Score -491886.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -491890.156250 Penalty: 2818.335205
	Iteration 46Q: 3 clusters Score -491890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -491893.062500 Penalty: 2818.335205
	Iteration 47Q: 3 clusters Score -491893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -491894.312500 Penalty: 2818.335205
	Iteration 48Q: 3 clusters Score -491894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -491896.093750 Penalty: 2818.335205
	Iteration 49Q: 3 clusters Score -491896.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -491897.812500 Penalty: 2818.335205
	Iteration 50Q: 3 clusters Score -491897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -491900.093750 Penalty: 2818.335205
	Iteration 51Q: 3 clusters Score -491900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -491901.687500 Penalty: 2818.335205
	Iteration 52Q: 3 clusters Score -491901.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -491904.312500 Penalty: 2818.335205
	Iteration 53Q: 3 clusters Score -491904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -491906.187500 Penalty: 2818.335205
	Iteration 54Q: 3 clusters Score -491906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -491906.750000 Penalty: 2818.335205
	Iteration 55Q: 3 clusters Score -491906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -491907.593750 Penalty: 2818.335205
	Iteration 56Q: 3 clusters Score -491907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -491908.031250 Penalty: 2818.335205
	Iteration 57Q: 3 clusters Score -491908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -491909.312500 Penalty: 2818.335205
	Iteration 58Q: 3 clusters Score -491909.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -491909.656250 Penalty: 2818.335205
	Iteration 59Q: 3 clusters Score -491909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -491911.875000 Penalty: 2818.335205
	Iteration 60F: 3 clusters Score -491911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -491913.093750 Penalty: 2818.335205
	Iteration 61Q: 3 clusters Score -491913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -491917.062500 Penalty: 2818.335205
	Iteration 62Q: 3 clusters Score -491917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -491919.125000 Penalty: 2818.335205
	Iteration 63Q: 3 clusters Score -491919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -491922.281250 Penalty: 2818.335205
	Iteration 64Q: 3 clusters Score -491922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -491925.437500 Penalty: 2818.335205
	Iteration 65Q: 3 clusters Score -491925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -491926.750000 Penalty: 2818.335205
	Iteration 66Q: 3 clusters Score -491926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -491929.625000 Penalty: 2818.335205
	Iteration 67Q: 3 clusters Score -491929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -491934.250000 Penalty: 2818.335205
	Iteration 68Q: 3 clusters Score -491934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -491936.750000 Penalty: 2818.335205
	Iteration 69Q: 3 clusters Score -491936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -491940.156250 Penalty: 2818.335205
	Iteration 70Q: 3 clusters Score -491940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -491946.156250 Penalty: 2818.335205
	Iteration 71Q: 3 clusters Score -491946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -491950.406250 Penalty: 2818.335205
	Iteration 72Q: 3 clusters Score -491950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -491953.468750 Penalty: 2818.335205
	Iteration 73Q: 3 clusters Score -491953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -491954.343750 Penalty: 2818.335205
	Iteration 74Q: 3 clusters Score -491954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -491955.906250 Penalty: 2818.335205
	Iteration 75Q: 3 clusters Score -491955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -491955.281250 Penalty: 2818.335205
	Iteration 76Q: 3 clusters Score -491955.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -491955.718750 Penalty: 2818.335205
	Iteration 77Q: 3 clusters Score -491955.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -491955.718750 Penalty: 2818.335205
	Iteration 78F: 3 clusters Score -491955.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -469446.718750 Penalty: 1385.467529
	Iteration 0F: 2 clusters Score -469446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -465446.375000 Penalty: 2770.935059
	Iteration 0F: 3 clusters Score -465446.4 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -466554.406250 Penalty: 2770.935059
	Iteration 1F: 3 clusters Score -466554.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -466699.906250 Penalty: 2770.935059
	Iteration 2F: 3 clusters Score -466699.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -466822.000000 Penalty: 2770.935059
	Iteration 3Q: 3 clusters Score -466822 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -466941.062500 Penalty: 2770.935059
	Iteration 4Q: 3 clusters Score -466941.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -467076.062500 Penalty: 2770.935059
	Iteration 5Q: 3 clusters Score -467076.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -467155.062500 Penalty: 2770.935059
	Iteration 6Q: 3 clusters Score -467155.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -467232.562500 Penalty: 2770.935059
	Iteration 7Q: 3 clusters Score -467232.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -467302.468750 Penalty: 2770.935059
	Iteration 8Q: 3 clusters Score -467302.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -467370.031250 Penalty: 2770.935059
	Iteration 9Q: 3 clusters Score -467370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -467435.812500 Penalty: 2770.935059
	Iteration 10Q: 3 clusters Score -467435.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -467499.656250 Penalty: 2770.935059
	Iteration 11Q: 3 clusters Score -467499.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -467558.625000 Penalty: 2770.935059
	Iteration 12Q: 3 clusters Score -467558.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -467610.906250 Penalty: 2770.935059
	Iteration 13Q: 3 clusters Score -467610.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -467646.968750 Penalty: 2770.935059
	Iteration 14Q: 3 clusters Score -467647 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -467678.937500 Penalty: 2770.935059
	Iteration 15Q: 3 clusters Score -467678.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -467712.000000 Penalty: 2770.935059
	Iteration 16Q: 3 clusters Score -467712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -467745.531250 Penalty: 2770.935059
	Iteration 17Q: 3 clusters Score -467745.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -467773.781250 Penalty: 2770.935059
	Iteration 18Q: 3 clusters Score -467773.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -467807.843750 Penalty: 2770.935059
	Iteration 19Q: 3 clusters Score -467807.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -467848.625000 Penalty: 2770.935059
	Iteration 20F: 3 clusters Score -467848.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -467897.531250 Penalty: 2770.935059
	Iteration 21Q: 3 clusters Score -467897.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -467942.750000 Penalty: 2770.935059
	Iteration 22Q: 3 clusters Score -467942.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -467997.718750 Penalty: 2770.935059
	Iteration 23Q: 3 clusters Score -467997.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -468060.000000 Penalty: 2770.935059
	Iteration 24Q: 3 clusters Score -468060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -468117.250000 Penalty: 2770.935059
	Iteration 25Q: 3 clusters Score -468117.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -468184.750000 Penalty: 2770.935059
	Iteration 26Q: 3 clusters Score -468184.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -468253.906250 Penalty: 2770.935059
	Iteration 27Q: 3 clusters Score -468253.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -468310.906250 Penalty: 2770.935059
	Iteration 28Q: 3 clusters Score -468310.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -468374.250000 Penalty: 2770.935059
	Iteration 29Q: 3 clusters Score -468374.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -468438.968750 Penalty: 2770.935059
	Iteration 30Q: 3 clusters Score -468439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -468477.187500 Penalty: 2770.935059
	Iteration 31Q: 3 clusters Score -468477.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -468500.750000 Penalty: 2770.935059
	Iteration 32Q: 3 clusters Score -468500.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -468512.125000 Penalty: 2770.935059
	Iteration 33Q: 3 clusters Score -468512.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -468518.875000 Penalty: 2770.935059
	Iteration 34Q: 3 clusters Score -468518.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -468524.375000 Penalty: 2770.935059
	Iteration 35Q: 3 clusters Score -468524.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -468528.062500 Penalty: 2770.935059
	Iteration 36Q: 3 clusters Score -468528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -468529.531250 Penalty: 2770.935059
	Iteration 37Q: 3 clusters Score -468529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -468529.781250 Penalty: 2770.935059
	Iteration 38Q: 3 clusters Score -468529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -468530.125000 Penalty: 2770.935059
	Iteration 39Q: 3 clusters Score -468530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -468530.593750 Penalty: 2770.935059
	Iteration 40F: 3 clusters Score -468530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -468530.781250 Penalty: 2770.935059
	Iteration 41Q: 3 clusters Score -468530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -468530.781250 Penalty: 2770.935059
	Iteration 42F: 3 clusters Score -468530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -438264.781250 Penalty: 1379.863037
	Iteration 0F: 2 clusters Score -438264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -434420.906250 Penalty: 2759.726074
	Iteration 0F: 3 clusters Score -434420.9 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -435436.531250 Penalty: 2759.726074
	Iteration 1F: 3 clusters Score -435436.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -435630.406250 Penalty: 2759.726074
	Iteration 2F: 3 clusters Score -435630.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -435760.593750 Penalty: 2759.726074
	Iteration 3F: 3 clusters Score -435760.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -435866.468750 Penalty: 2759.726074
	Iteration 4Q: 3 clusters Score -435866.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -435962.593750 Penalty: 2759.726074
	Iteration 5Q: 3 clusters Score -435962.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -436064.375000 Penalty: 2759.726074
	Iteration 6Q: 3 clusters Score -436064.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -436193.312500 Penalty: 2759.726074
	Iteration 7Q: 3 clusters Score -436193.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -436325.125000 Penalty: 2759.726074
	Iteration 8Q: 3 clusters Score -436325.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -436476.562500 Penalty: 2759.726074
	Iteration 9Q: 3 clusters Score -436476.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -436633.312500 Penalty: 2759.726074
	Iteration 10Q: 3 clusters Score -436633.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -436751.250000 Penalty: 2759.726074
	Iteration 11Q: 3 clusters Score -436751.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -436829.000000 Penalty: 2759.726074
	Iteration 12Q: 3 clusters Score -436829 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436879.593750 Penalty: 2759.726074
	Iteration 13Q: 3 clusters Score -436879.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436914.593750 Penalty: 2759.726074
	Iteration 14Q: 3 clusters Score -436914.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -436938.875000 Penalty: 2759.726074
	Iteration 15Q: 3 clusters Score -436938.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -436955.000000 Penalty: 2759.726074
	Iteration 16Q: 3 clusters Score -436955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -436965.000000 Penalty: 2759.726074
	Iteration 17Q: 3 clusters Score -436965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -436976.468750 Penalty: 2759.726074
	Iteration 18Q: 3 clusters Score -436976.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -436991.875000 Penalty: 2759.726074
	Iteration 19Q: 3 clusters Score -436991.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437002.500000 Penalty: 2759.726074
	Iteration 20F: 3 clusters Score -437002.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -437013.218750 Penalty: 2759.726074
	Iteration 21Q: 3 clusters Score -437013.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -437028.343750 Penalty: 2759.726074
	Iteration 22Q: 3 clusters Score -437028.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -437043.312500 Penalty: 2759.726074
	Iteration 23Q: 3 clusters Score -437043.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -437056.625000 Penalty: 2759.726074
	Iteration 24Q: 3 clusters Score -437056.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -437072.156250 Penalty: 2759.726074
	Iteration 25Q: 3 clusters Score -437072.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -437083.937500 Penalty: 2759.726074
	Iteration 26Q: 3 clusters Score -437083.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -437089.375000 Penalty: 2759.726074
	Iteration 27Q: 3 clusters Score -437089.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -437095.906250 Penalty: 2759.726074
	Iteration 28Q: 3 clusters Score -437095.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -437097.781250 Penalty: 2759.726074
	Iteration 29Q: 3 clusters Score -437097.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -437103.531250 Penalty: 2759.726074
	Iteration 30Q: 3 clusters Score -437103.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -437106.406250 Penalty: 2759.726074
	Iteration 31Q: 3 clusters Score -437106.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -437110.625000 Penalty: 2759.726074
	Iteration 32Q: 3 clusters Score -437110.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -437118.406250 Penalty: 2759.726074
	Iteration 33Q: 3 clusters Score -437118.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -437125.625000 Penalty: 2759.726074
	Iteration 34Q: 3 clusters Score -437125.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -437131.812500 Penalty: 2759.726074
	Iteration 35Q: 3 clusters Score -437131.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -437136.406250 Penalty: 2759.726074
	Iteration 36Q: 3 clusters Score -437136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -437140.687500 Penalty: 2759.726074
	Iteration 37Q: 3 clusters Score -437140.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -437144.062500 Penalty: 2759.726074
	Iteration 38Q: 3 clusters Score -437144.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -437150.250000 Penalty: 2759.726074
	Iteration 39Q: 3 clusters Score -437150.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -437154.781250 Penalty: 2759.726074
	Iteration 40F: 3 clusters Score -437154.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -437163.125000 Penalty: 2759.726074
	Iteration 41Q: 3 clusters Score -437163.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -437171.937500 Penalty: 2759.726074
	Iteration 42Q: 3 clusters Score -437171.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -437182.937500 Penalty: 2759.726074
	Iteration 43Q: 3 clusters Score -437182.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -437194.187500 Penalty: 2759.726074
	Iteration 44Q: 3 clusters Score -437194.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -437204.281250 Penalty: 2759.726074
	Iteration 45Q: 3 clusters Score -437204.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -437213.281250 Penalty: 2759.726074
	Iteration 46Q: 3 clusters Score -437213.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -437221.718750 Penalty: 2759.726074
	Iteration 47Q: 3 clusters Score -437221.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -437230.156250 Penalty: 2759.726074
	Iteration 48Q: 3 clusters Score -437230.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -437240.187500 Penalty: 2759.726074
	Iteration 49Q: 3 clusters Score -437240.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -437250.187500 Penalty: 2759.726074
	Iteration 50Q: 3 clusters Score -437250.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -437259.312500 Penalty: 2759.726074
	Iteration 51Q: 3 clusters Score -437259.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -437265.437500 Penalty: 2759.726074
	Iteration 52Q: 3 clusters Score -437265.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -437272.500000 Penalty: 2759.726074
	Iteration 53Q: 3 clusters Score -437272.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -437277.968750 Penalty: 2759.726074
	Iteration 54Q: 3 clusters Score -437278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -437283.937500 Penalty: 2759.726074
	Iteration 55Q: 3 clusters Score -437283.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -437289.625000 Penalty: 2759.726074
	Iteration 56Q: 3 clusters Score -437289.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -437296.875000 Penalty: 2759.726074
	Iteration 57Q: 3 clusters Score -437296.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -437303.750000 Penalty: 2759.726074
	Iteration 58Q: 3 clusters Score -437303.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -437309.968750 Penalty: 2759.726074
	Iteration 59Q: 3 clusters Score -437310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -437318.781250 Penalty: 2759.726074
	Iteration 60F: 3 clusters Score -437318.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -437326.906250 Penalty: 2759.726074
	Iteration 61Q: 3 clusters Score -437326.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -437332.843750 Penalty: 2759.726074
	Iteration 62Q: 3 clusters Score -437332.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -437336.781250 Penalty: 2759.726074
	Iteration 63Q: 3 clusters Score -437336.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -437344.250000 Penalty: 2759.726074
	Iteration 64Q: 3 clusters Score -437344.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -437348.437500 Penalty: 2759.726074
	Iteration 65Q: 3 clusters Score -437348.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -437355.062500 Penalty: 2759.726074
	Iteration 66Q: 3 clusters Score -437355.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -437358.468750 Penalty: 2759.726074
	Iteration 67Q: 3 clusters Score -437358.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -437365.281250 Penalty: 2759.726074
	Iteration 68Q: 3 clusters Score -437365.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -437369.968750 Penalty: 2759.726074
	Iteration 69Q: 3 clusters Score -437370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -437372.656250 Penalty: 2759.726074
	Iteration 70Q: 3 clusters Score -437372.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -437375.937500 Penalty: 2759.726074
	Iteration 71Q: 3 clusters Score -437375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -437378.937500 Penalty: 2759.726074
	Iteration 72Q: 3 clusters Score -437378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -437381.593750 Penalty: 2759.726074
	Iteration 73Q: 3 clusters Score -437381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -437384.750000 Penalty: 2759.726074
	Iteration 74Q: 3 clusters Score -437384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -437388.656250 Penalty: 2759.726074
	Iteration 75Q: 3 clusters Score -437388.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -437392.718750 Penalty: 2759.726074
	Iteration 76Q: 3 clusters Score -437392.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -437396.468750 Penalty: 2759.726074
	Iteration 77Q: 3 clusters Score -437396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -437397.812500 Penalty: 2759.726074
	Iteration 78Q: 3 clusters Score -437397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -437401.750000 Penalty: 2759.726074
	Iteration 79Q: 3 clusters Score -437401.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -437405.500000 Penalty: 2759.726074
	Iteration 80F: 3 clusters Score -437405.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -437407.750000 Penalty: 2759.726074
	Iteration 81Q: 3 clusters Score -437407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -437408.781250 Penalty: 2759.726074
	Iteration 82Q: 3 clusters Score -437408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -437409.812500 Penalty: 2759.726074
	Iteration 83Q: 3 clusters Score -437409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -437411.250000 Penalty: 2759.726074
	Iteration 84Q: 3 clusters Score -437411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -437411.406250 Penalty: 2759.726074
	Iteration 85Q: 3 clusters Score -437411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -437413.593750 Penalty: 2759.726074
	Iteration 86Q: 3 clusters Score -437413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -437413.687500 Penalty: 2759.726074
	Iteration 87Q: 3 clusters Score -437413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -437416.312500 Penalty: 2759.726074
	Iteration 88Q: 3 clusters Score -437416.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -437417.156250 Penalty: 2759.726074
	Iteration 89Q: 3 clusters Score -437417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -437418.750000 Penalty: 2759.726074
	Iteration 90Q: 3 clusters Score -437418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -437422.375000 Penalty: 2759.726074
	Iteration 91Q: 3 clusters Score -437422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -437423.312500 Penalty: 2759.726074
	Iteration 92Q: 3 clusters Score -437423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -437423.937500 Penalty: 2759.726074
	Iteration 93Q: 3 clusters Score -437423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -437424.187500 Penalty: 2759.726074
	Iteration 94Q: 3 clusters Score -437424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -437424.843750 Penalty: 2759.726074
	Iteration 95Q: 3 clusters Score -437424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -437427.062500 Penalty: 2759.726074
	Iteration 96Q: 3 clusters Score -437427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -437430.750000 Penalty: 2759.726074
	Iteration 97Q: 3 clusters Score -437430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -437434.062500 Penalty: 2759.726074
	Iteration 98Q: 3 clusters Score -437434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -437436.000000 Penalty: 2759.726074
	Iteration 99Q: 3 clusters Score -437436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -437437.375000 Penalty: 2759.726074
	Iteration 100F: 3 clusters Score -437437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -437437.593750 Penalty: 2759.726074
	Iteration 101Q: 3 clusters Score -437437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -437437.937500 Penalty: 2759.726074
	Iteration 102Q: 3 clusters Score -437437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -437438.312500 Penalty: 2759.726074
	Iteration 103Q: 3 clusters Score -437438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -437439.531250 Penalty: 2759.726074
	Iteration 104Q: 3 clusters Score -437439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -437439.437500 Penalty: 2759.726074
	Iteration 105Q: 3 clusters Score -437439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -437439.875000 Penalty: 2759.726074
	Iteration 106Q: 3 clusters Score -437439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -437439.718750 Penalty: 2759.726074
	Iteration 107Q: 3 clusters Score -437439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -437439.718750 Penalty: 2759.726074
	Iteration 108F: 3 clusters Score -437439.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -595431.562500 Penalty: 1426.803101
	Iteration 0F: 2 clusters Score -595431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -590496.937500 Penalty: 2853.606201
	Iteration 0F: 3 clusters Score -590496.9 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -591911.625000 Penalty: 2853.606201
	Iteration 1F: 3 clusters Score -591911.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -592108.250000 Penalty: 2853.606201
	Iteration 2F: 3 clusters Score -592108.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -592265.187500 Penalty: 2853.606201
	Iteration 3F: 3 clusters Score -592265.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -592406.750000 Penalty: 2853.606201
	Iteration 4Q: 3 clusters Score -592406.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -592530.062500 Penalty: 2853.606201
	Iteration 5Q: 3 clusters Score -592530.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -592636.875000 Penalty: 2853.606201
	Iteration 6Q: 3 clusters Score -592636.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -592763.250000 Penalty: 2853.606201
	Iteration 7Q: 3 clusters Score -592763.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -592893.000000 Penalty: 2853.606201
	Iteration 8Q: 3 clusters Score -592893 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -593057.125000 Penalty: 2853.606201
	Iteration 9Q: 3 clusters Score -593057.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -593256.812500 Penalty: 2853.606201
	Iteration 10Q: 3 clusters Score -593256.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -593489.187500 Penalty: 2853.606201
	Iteration 11Q: 3 clusters Score -593489.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -593744.000000 Penalty: 2853.606201
	Iteration 12Q: 3 clusters Score -593744 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -593969.812500 Penalty: 2853.606201
	Iteration 13Q: 3 clusters Score -593969.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -594196.875000 Penalty: 2853.606201
	Iteration 14Q: 3 clusters Score -594196.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -594415.687500 Penalty: 2853.606201
	Iteration 15Q: 3 clusters Score -594415.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -594562.187500 Penalty: 2853.606201
	Iteration 16Q: 3 clusters Score -594562.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -594663.000000 Penalty: 2853.606201
	Iteration 17Q: 3 clusters Score -594663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -594722.312500 Penalty: 2853.606201
	Iteration 18Q: 3 clusters Score -594722.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -594774.750000 Penalty: 2853.606201
	Iteration 19Q: 3 clusters Score -594774.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -594819.937500 Penalty: 2853.606201
	Iteration 20F: 3 clusters Score -594819.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -594845.500000 Penalty: 2853.606201
	Iteration 21Q: 3 clusters Score -594845.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -594858.937500 Penalty: 2853.606201
	Iteration 22Q: 3 clusters Score -594858.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -594865.937500 Penalty: 2853.606201
	Iteration 23Q: 3 clusters Score -594865.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -594871.875000 Penalty: 2853.606201
	Iteration 24Q: 3 clusters Score -594871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -594872.812500 Penalty: 2853.606201
	Iteration 25Q: 3 clusters Score -594872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -594876.937500 Penalty: 2853.606201
	Iteration 26Q: 3 clusters Score -594876.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -594879.125000 Penalty: 2853.606201
	Iteration 27Q: 3 clusters Score -594879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -594886.062500 Penalty: 2853.606201
	Iteration 28Q: 3 clusters Score -594886.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -594891.500000 Penalty: 2853.606201
	Iteration 29Q: 3 clusters Score -594891.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -594898.187500 Penalty: 2853.606201
	Iteration 30Q: 3 clusters Score -594898.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -594903.062500 Penalty: 2853.606201
	Iteration 31Q: 3 clusters Score -594903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -594904.125000 Penalty: 2853.606201
	Iteration 32Q: 3 clusters Score -594904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -594905.187500 Penalty: 2853.606201
	Iteration 33Q: 3 clusters Score -594905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -594906.062500 Penalty: 2853.606201
	Iteration 34Q: 3 clusters Score -594906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -594905.562500 Penalty: 2853.606201
	Iteration 35Q: 3 clusters Score -594905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -594905.562500 Penalty: 2853.606201
	Iteration 36F: 3 clusters Score -594905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Entering Unmasked Estep 
Score: -1219495.375000 Penalty: 1533.887451
	Iteration 0F: 2 clusters Score -1219495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1210631.375000 Penalty: 3067.774902
	Iteration 0F: 3 clusters Score -1210631 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1213628.500000 Penalty: 3067.774902
	Iteration 1F: 3 clusters Score -1213628 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1213918.875000 Penalty: 3067.774902
	Iteration 2F: 3 clusters Score -1213919 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1214189.000000 Penalty: 3067.774902
	Iteration 3F: 3 clusters Score -1214189 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1214468.125000 Penalty: 3067.774902
	Iteration 4Q: 3 clusters Score -1214468 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1214757.750000 Penalty: 3067.774902
	Iteration 5Q: 3 clusters Score -1214758 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1215061.125000 Penalty: 3067.774902
	Iteration 6Q: 3 clusters Score -1215061 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1215379.625000 Penalty: 3067.774902
	Iteration 7Q: 3 clusters Score -1215380 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1215738.625000 Penalty: 3067.774902
	Iteration 8Q: 3 clusters Score -1215739 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1216114.250000 Penalty: 3067.774902
	Iteration 9Q: 3 clusters Score -1216114 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1216465.750000 Penalty: 3067.774902
	Iteration 10Q: 3 clusters Score -1216466 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1216770.500000 Penalty: 3067.774902
	Iteration 11Q: 3 clusters Score -1216770 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1216951.750000 Penalty: 3067.774902
	Iteration 12Q: 3 clusters Score -1216952 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1217041.750000 Penalty: 3067.774902
	Iteration 13Q: 3 clusters Score -1217042 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1217113.500000 Penalty: 3067.774902
	Iteration 14Q: 3 clusters Score -1217114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1217165.750000 Penalty: 3067.774902
	Iteration 15Q: 3 clusters Score -1217166 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1217211.125000 Penalty: 3067.774902
	Iteration 16Q: 3 clusters Score -1217211 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1217244.000000 Penalty: 3067.774902
	Iteration 17Q: 3 clusters Score -1217244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1217282.375000 Penalty: 3067.774902
	Iteration 18Q: 3 clusters Score -1217282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1217299.250000 Penalty: 3067.774902
	Iteration 19Q: 3 clusters Score -1217299 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1217309.750000 Penalty: 3067.774902
	Iteration 20F: 3 clusters Score -1217310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1217331.125000 Penalty: 3067.774902
	Iteration 21Q: 3 clusters Score -1217331 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1217348.625000 Penalty: 3067.774902
	Iteration 22Q: 3 clusters Score -1217349 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1217362.125000 Penalty: 3067.774902
	Iteration 23Q: 3 clusters Score -1217362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1217373.625000 Penalty: 3067.774902
	Iteration 24Q: 3 clusters Score -1217374 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1217388.375000 Penalty: 3067.774902
	Iteration 25Q: 3 clusters Score -1217388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1217408.500000 Penalty: 3067.774902
	Iteration 26Q: 3 clusters Score -1217408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1217423.500000 Penalty: 3067.774902
	Iteration 27Q: 3 clusters Score -1217424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1217433.125000 Penalty: 3067.774902
	Iteration 28Q: 3 clusters Score -1217433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1217443.750000 Penalty: 3067.774902
	Iteration 29Q: 3 clusters Score -1217444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1217443.875000 Penalty: 3067.774902
	Iteration 30Q: 3 clusters Score -1217444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1217448.500000 Penalty: 3067.774902
	Iteration 31Q: 3 clusters Score -1217448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1217456.125000 Penalty: 3067.774902
	Iteration 32Q: 3 clusters Score -1217456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1217462.500000 Penalty: 3067.774902
	Iteration 33Q: 3 clusters Score -1217462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1217476.750000 Penalty: 3067.774902
	Iteration 34Q: 3 clusters Score -1217477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1217482.250000 Penalty: 3067.774902
	Iteration 35Q: 3 clusters Score -1217482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1217491.375000 Penalty: 3067.774902
	Iteration 36Q: 3 clusters Score -1217491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1217502.125000 Penalty: 3067.774902
	Iteration 37Q: 3 clusters Score -1217502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1217513.250000 Penalty: 3067.774902
	Iteration 38Q: 3 clusters Score -1217513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1217520.750000 Penalty: 3067.774902
	Iteration 39Q: 3 clusters Score -1217521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1217533.500000 Penalty: 3067.774902
	Iteration 40F: 3 clusters Score -1217534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1217539.875000 Penalty: 3067.774902
	Iteration 41Q: 3 clusters Score -1217540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1217543.875000 Penalty: 3067.774902
	Iteration 42Q: 3 clusters Score -1217544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1217548.125000 Penalty: 3067.774902
	Iteration 43Q: 3 clusters Score -1217548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1217553.250000 Penalty: 3067.774902
	Iteration 44Q: 3 clusters Score -1217553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1217557.375000 Penalty: 3067.774902
	Iteration 45Q: 3 clusters Score -1217557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1217563.375000 Penalty: 3067.774902
	Iteration 46Q: 3 clusters Score -1217563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1217572.500000 Penalty: 3067.774902
	Iteration 47Q: 3 clusters Score -1217572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1217578.500000 Penalty: 3067.774902
	Iteration 48Q: 3 clusters Score -1217578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1217581.500000 Penalty: 3067.774902
	Iteration 49Q: 3 clusters Score -1217582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1217588.875000 Penalty: 3067.774902
	Iteration 50Q: 3 clusters Score -1217589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1217593.500000 Penalty: 3067.774902
	Iteration 51Q: 3 clusters Score -1217594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1217597.875000 Penalty: 3067.774902
	Iteration 52Q: 3 clusters Score -1217598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1217602.875000 Penalty: 3067.774902
	Iteration 53Q: 3 clusters Score -1217603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1217611.000000 Penalty: 3067.774902
	Iteration 54Q: 3 clusters Score -1217611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1217616.125000 Penalty: 3067.774902
	Iteration 55Q: 3 clusters Score -1217616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1217620.875000 Penalty: 3067.774902
	Iteration 56Q: 3 clusters Score -1217621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1217625.625000 Penalty: 3067.774902
	Iteration 57Q: 3 clusters Score -1217626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1217628.000000 Penalty: 3067.774902
	Iteration 58Q: 3 clusters Score -1217628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1217629.000000 Penalty: 3067.774902
	Iteration 59Q: 3 clusters Score -1217629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1217634.500000 Penalty: 3067.774902
	Iteration 60F: 3 clusters Score -1217634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1217636.625000 Penalty: 3067.774902
	Iteration 61Q: 3 clusters Score -1217637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1217640.750000 Penalty: 3067.774902
	Iteration 62Q: 3 clusters Score -1217641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1217648.125000 Penalty: 3067.774902
	Iteration 63Q: 3 clusters Score -1217648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1217658.125000 Penalty: 3067.774902
	Iteration 64Q: 3 clusters Score -1217658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1217665.125000 Penalty: 3067.774902
	Iteration 65Q: 3 clusters Score -1217665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1217666.250000 Penalty: 3067.774902
	Iteration 66Q: 3 clusters Score -1217666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1217675.875000 Penalty: 3067.774902
	Iteration 67Q: 3 clusters Score -1217676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1217681.125000 Penalty: 3067.774902
	Iteration 68Q: 3 clusters Score -1217681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1217687.125000 Penalty: 3067.774902
	Iteration 69Q: 3 clusters Score -1217687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1217689.375000 Penalty: 3067.774902
	Iteration 70Q: 3 clusters Score -1217689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1217688.000000 Penalty: 3067.774902
	Iteration 71Q: 3 clusters Score -1217688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1217688.250000 Penalty: 3067.774902
	Iteration 72Q: 3 clusters Score -1217688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1217692.625000 Penalty: 3067.774902
	Iteration 73Q: 3 clusters Score -1217693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1217696.250000 Penalty: 3067.774902
	Iteration 74Q: 3 clusters Score -1217696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1217699.750000 Penalty: 3067.774902
	Iteration 75Q: 3 clusters Score -1217700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1217702.500000 Penalty: 3067.774902
	Iteration 76Q: 3 clusters Score -1217702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1217705.250000 Penalty: 3067.774902
	Iteration 77Q: 3 clusters Score -1217705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1217710.500000 Penalty: 3067.774902
	Iteration 78Q: 3 clusters Score -1217710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1217715.500000 Penalty: 3067.774902
	Iteration 79Q: 3 clusters Score -1217716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1217721.500000 Penalty: 3067.774902
	Iteration 80F: 3 clusters Score -1217722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1217729.500000 Penalty: 3067.774902
	Iteration 81Q: 3 clusters Score -1217730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1217738.625000 Penalty: 3067.774902
	Iteration 82Q: 3 clusters Score -1217739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1217743.500000 Penalty: 3067.774902
	Iteration 83Q: 3 clusters Score -1217744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1217750.125000 Penalty: 3067.774902
	Iteration 84Q: 3 clusters Score -1217750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1217759.125000 Penalty: 3067.774902
	Iteration 85Q: 3 clusters Score -1217759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1217766.000000 Penalty: 3067.774902
	Iteration 86Q: 3 clusters Score -1217766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1217771.375000 Penalty: 3067.774902
	Iteration 87Q: 3 clusters Score -1217771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1217772.250000 Penalty: 3067.774902
	Iteration 88Q: 3 clusters Score -1217772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1217779.000000 Penalty: 3067.774902
	Iteration 89Q: 3 clusters Score -1217779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1217788.250000 Penalty: 3067.774902
	Iteration 90Q: 3 clusters Score -1217788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1217792.875000 Penalty: 3067.774902
	Iteration 91Q: 3 clusters Score -1217793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1217802.000000 Penalty: 3067.774902
	Iteration 92Q: 3 clusters Score -1217802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1217804.500000 Penalty: 3067.774902
	Iteration 93Q: 3 clusters Score -1217804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1217815.000000 Penalty: 3067.774902
	Iteration 94Q: 3 clusters Score -1217815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1217823.000000 Penalty: 3067.774902
	Iteration 95Q: 3 clusters Score -1217823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1217829.375000 Penalty: 3067.774902
	Iteration 96Q: 3 clusters Score -1217829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1217840.875000 Penalty: 3067.774902
	Iteration 97Q: 3 clusters Score -1217841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1217855.000000 Penalty: 3067.774902
	Iteration 98Q: 3 clusters Score -1217855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1217871.000000 Penalty: 3067.774902
	Iteration 99Q: 3 clusters Score -1217871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1217885.125000 Penalty: 3067.774902
	Iteration 100F: 3 clusters Score -1217885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1217898.500000 Penalty: 3067.774902
	Iteration 101Q: 3 clusters Score -1217898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1217912.375000 Penalty: 3067.774902
	Iteration 102Q: 3 clusters Score -1217912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1217927.625000 Penalty: 3067.774902
	Iteration 103Q: 3 clusters Score -1217928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1217939.875000 Penalty: 3067.774902
	Iteration 104Q: 3 clusters Score -1217940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1217949.250000 Penalty: 3067.774902
	Iteration 105Q: 3 clusters Score -1217949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1217962.000000 Penalty: 3067.774902
	Iteration 106Q: 3 clusters Score -1217962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1217976.000000 Penalty: 3067.774902
	Iteration 107Q: 3 clusters Score -1217976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1217980.750000 Penalty: 3067.774902
	Iteration 108Q: 3 clusters Score -1217981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1217989.375000 Penalty: 3067.774902
	Iteration 109Q: 3 clusters Score -1217989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1218005.500000 Penalty: 3067.774902
	Iteration 110Q: 3 clusters Score -1218006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1218013.625000 Penalty: 3067.774902
	Iteration 111Q: 3 clusters Score -1218014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1218022.875000 Penalty: 3067.774902
	Iteration 112Q: 3 clusters Score -1218023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1218034.875000 Penalty: 3067.774902
	Iteration 113Q: 3 clusters Score -1218035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1218038.375000 Penalty: 3067.774902
	Iteration 114Q: 3 clusters Score -1218038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1218046.125000 Penalty: 3067.774902
	Iteration 115Q: 3 clusters Score -1218046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1218052.500000 Penalty: 3067.774902
	Iteration 116Q: 3 clusters Score -1218052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1218058.000000 Penalty: 3067.774902
	Iteration 117Q: 3 clusters Score -1218058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1218066.375000 Penalty: 3067.774902
	Iteration 118Q: 3 clusters Score -1218066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1218071.500000 Penalty: 3067.774902
	Iteration 119Q: 3 clusters Score -1218072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1218078.125000 Penalty: 3067.774902
	Iteration 120F: 3 clusters Score -1218078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1218084.625000 Penalty: 3067.774902
	Iteration 121Q: 3 clusters Score -1218085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1218093.375000 Penalty: 3067.774902
	Iteration 122Q: 3 clusters Score -1218093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1218103.250000 Penalty: 3067.774902
	Iteration 123Q: 3 clusters Score -1218103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1218108.250000 Penalty: 3067.774902
	Iteration 124Q: 3 clusters Score -1218108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1218113.500000 Penalty: 3067.774902
	Iteration 125Q: 3 clusters Score -1218114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1218116.750000 Penalty: 3067.774902
	Iteration 126Q: 3 clusters Score -1218117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1218122.750000 Penalty: 3067.774902
	Iteration 127Q: 3 clusters Score -1218123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1218126.125000 Penalty: 3067.774902
	Iteration 128Q: 3 clusters Score -1218126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1218133.375000 Penalty: 3067.774902
	Iteration 129Q: 3 clusters Score -1218133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1218141.875000 Penalty: 3067.774902
	Iteration 130Q: 3 clusters Score -1218142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1218152.625000 Penalty: 3067.774902
	Iteration 131Q: 3 clusters Score -1218153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1218160.875000 Penalty: 3067.774902
	Iteration 132Q: 3 clusters Score -1218161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1218166.750000 Penalty: 3067.774902
	Iteration 133Q: 3 clusters Score -1218167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1218172.000000 Penalty: 3067.774902
	Iteration 134Q: 3 clusters Score -1218172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1218183.250000 Penalty: 3067.774902
	Iteration 135Q: 3 clusters Score -1218183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1218187.250000 Penalty: 3067.774902
	Iteration 136Q: 3 clusters Score -1218187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1218191.125000 Penalty: 3067.774902
	Iteration 137Q: 3 clusters Score -1218191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1218193.750000 Penalty: 3067.774902
	Iteration 138Q: 3 clusters Score -1218194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1218199.500000 Penalty: 3067.774902
	Iteration 139Q: 3 clusters Score -1218200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1218201.750000 Penalty: 3067.774902
	Iteration 140F: 3 clusters Score -1218202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1218203.875000 Penalty: 3067.774902
	Iteration 141Q: 3 clusters Score -1218204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1218209.875000 Penalty: 3067.774902
	Iteration 142Q: 3 clusters Score -1218210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1218215.750000 Penalty: 3067.774902
	Iteration 143Q: 3 clusters Score -1218216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1218216.750000 Penalty: 3067.774902
	Iteration 144Q: 3 clusters Score -1218217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1218216.500000 Penalty: 3067.774902
	Iteration 145Q: 3 clusters Score -1218216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1218219.000000 Penalty: 3067.774902
	Iteration 146Q: 3 clusters Score -1218219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1218221.750000 Penalty: 3067.774902
	Iteration 147Q: 3 clusters Score -1218222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1218224.625000 Penalty: 3067.774902
	Iteration 148Q: 3 clusters Score -1218225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1218224.875000 Penalty: 3067.774902
	Iteration 149Q: 3 clusters Score -1218225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1218224.875000 Penalty: 3067.774902
	Iteration 150F: 3 clusters Score -1218225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -109323.390625 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -109323.4 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 646 members 
Entering Unmasked Estep 
Score: -107707.515625 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -107707.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108042.296875 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -108042.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -108149.007812 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -108149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -108192.968750 Penalty: 2320.904541
	Iteration 3Q: 3 clusters Score -108193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -108211.242188 Penalty: 2320.904541
	Iteration 4Q: 3 clusters Score -108211.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -108221.929688 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -108221.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -108238.492188 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -108238.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -108249.070312 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -108249.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -108255.179688 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -108255.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -108259.171875 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -108259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -108260.710938 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -108260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -108261.343750 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -108261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -108261.687500 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -108261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -108262.609375 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -108262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -108263.039062 Penalty: 2320.904541
	Iteration 14Q: 3 clusters Score -108263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -108263.039062 Penalty: 2320.904541
	Iteration 15F: 3 clusters Score -108263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Entering Unmasked Estep 
Score: -3684647.250000 Penalty: 1717.020264
	Iteration 0F: 2 clusters Score -3684647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3660223.500000 Penalty: 3434.040527
	Iteration 0F: 3 clusters Score -3660224 nChanged 18131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3670348.750000 Penalty: 3434.040527
	Iteration 1F: 3 clusters Score -3670349 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3670725.000000 Penalty: 3434.040527
	Iteration 2Q: 3 clusters Score -3670725 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3671102.000000 Penalty: 3434.040527
	Iteration 3Q: 3 clusters Score -3671102 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3671543.250000 Penalty: 3434.040527
	Iteration 4Q: 3 clusters Score -3671543 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3672163.750000 Penalty: 3434.040527
	Iteration 5Q: 3 clusters Score -3672164 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3673053.250000 Penalty: 3434.040527
	Iteration 6Q: 3 clusters Score -3673053 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3674415.750000 Penalty: 3434.040527
	Iteration 7F: 3 clusters Score -3674416 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3676315.250000 Penalty: 3434.040527
	Iteration 8F: 3 clusters Score -3676315 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3678609.000000 Penalty: 3434.040527
	Iteration 9F: 3 clusters Score -3678609 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3680776.750000 Penalty: 3434.040527
	Iteration 10F: 3 clusters Score -3680777 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -3681859.250000 Penalty: 3434.040527
	Iteration 11Q: 3 clusters Score -3681859 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -3682396.250000 Penalty: 3434.040527
	Iteration 12Q: 3 clusters Score -3682396 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3682731.750000 Penalty: 3434.040527
	Iteration 13Q: 3 clusters Score -3682732 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -3682917.500000 Penalty: 3434.040527
	Iteration 14Q: 3 clusters Score -3682918 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -3683044.250000 Penalty: 3434.040527
	Iteration 15Q: 3 clusters Score -3683044 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -3683141.250000 Penalty: 3434.040527
	Iteration 16Q: 3 clusters Score -3683141 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -3683185.750000 Penalty: 3434.040527
	Iteration 17Q: 3 clusters Score -3683186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -3683203.500000 Penalty: 3434.040527
	Iteration 18Q: 3 clusters Score -3683204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -3683213.750000 Penalty: 3434.040527
	Iteration 19Q: 3 clusters Score -3683214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -3683222.250000 Penalty: 3434.040527
	Iteration 20F: 3 clusters Score -3683222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -3683224.500000 Penalty: 3434.040527
	Iteration 21Q: 3 clusters Score -3683224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -3683226.750000 Penalty: 3434.040527
	Iteration 22Q: 3 clusters Score -3683227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -3683235.750000 Penalty: 3434.040527
	Iteration 23Q: 3 clusters Score -3683236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -3683232.000000 Penalty: 3434.040527
	Iteration 24Q: 3 clusters Score -3683232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -3683230.500000 Penalty: 3434.040527
	Iteration 25Q: 3 clusters Score -3683230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -3683238.000000 Penalty: 3434.040527
	Iteration 26Q: 3 clusters Score -3683238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -3683246.000000 Penalty: 3434.040527
	Iteration 27Q: 3 clusters Score -3683246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -3683250.000000 Penalty: 3434.040527
	Iteration 28Q: 3 clusters Score -3683250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -3683267.000000 Penalty: 3434.040527
	Iteration 29Q: 3 clusters Score -3683267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -3683271.750000 Penalty: 3434.040527
	Iteration 30Q: 3 clusters Score -3683272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -3683268.750000 Penalty: 3434.040527
	Iteration 31Q: 3 clusters Score -3683269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -3683275.250000 Penalty: 3434.040527
	Iteration 32Q: 3 clusters Score -3683275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -3683275.500000 Penalty: 3434.040527
	Iteration 33Q: 3 clusters Score -3683276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -3683279.250000 Penalty: 3434.040527
	Iteration 34Q: 3 clusters Score -3683279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -3683282.500000 Penalty: 3434.040527
	Iteration 35Q: 3 clusters Score -3683282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -3683282.500000 Penalty: 3434.040527
	Iteration 36F: 3 clusters Score -3683282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -329154.187500 Penalty: 1333.081421
	Iteration 0F: 2 clusters Score -329154.2 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 1830 members 
Entering Unmasked Estep 
Score: -326015.031250 Penalty: 2666.162842
	Iteration 0F: 3 clusters Score -326015 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -326964.625000 Penalty: 2666.162842
	Iteration 1F: 3 clusters Score -326964.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -327311.406250 Penalty: 2666.162842
	Iteration 2F: 3 clusters Score -327311.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -327628.593750 Penalty: 2666.162842
	Iteration 3F: 3 clusters Score -327628.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -327928.531250 Penalty: 2666.162842
	Iteration 4F: 3 clusters Score -327928.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -328150.031250 Penalty: 2666.162842
	Iteration 5F: 3 clusters Score -328150 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -328309.968750 Penalty: 2666.162842
	Iteration 6Q: 3 clusters Score -328310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328404.281250 Penalty: 2666.162842
	Iteration 7Q: 3 clusters Score -328404.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -328435.406250 Penalty: 2666.162842
	Iteration 8Q: 3 clusters Score -328435.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -328454.843750 Penalty: 2666.162842
	Iteration 9Q: 3 clusters Score -328454.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -328472.343750 Penalty: 2666.162842
	Iteration 10Q: 3 clusters Score -328472.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -328483.968750 Penalty: 2666.162842
	Iteration 11Q: 3 clusters Score -328484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -328493.812500 Penalty: 2666.162842
	Iteration 12Q: 3 clusters Score -328493.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -328500.187500 Penalty: 2666.162842
	Iteration 13Q: 3 clusters Score -328500.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -328505.906250 Penalty: 2666.162842
	Iteration 14Q: 3 clusters Score -328505.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -328512.968750 Penalty: 2666.162842
	Iteration 15Q: 3 clusters Score -328513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -328518.187500 Penalty: 2666.162842
	Iteration 16Q: 3 clusters Score -328518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -328523.093750 Penalty: 2666.162842
	Iteration 17Q: 3 clusters Score -328523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -328525.125000 Penalty: 2666.162842
	Iteration 18Q: 3 clusters Score -328525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -328526.437500 Penalty: 2666.162842
	Iteration 19Q: 3 clusters Score -328526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -328527.812500 Penalty: 2666.162842
	Iteration 20F: 3 clusters Score -328527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -328530.187500 Penalty: 2666.162842
	Iteration 21Q: 3 clusters Score -328530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -328531.281250 Penalty: 2666.162842
	Iteration 22Q: 3 clusters Score -328531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -328533.375000 Penalty: 2666.162842
	Iteration 23Q: 3 clusters Score -328533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -328533.593750 Penalty: 2666.162842
	Iteration 24Q: 3 clusters Score -328533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -328534.687500 Penalty: 2666.162842
	Iteration 25Q: 3 clusters Score -328534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -328536.062500 Penalty: 2666.162842
	Iteration 26Q: 3 clusters Score -328536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -328536.218750 Penalty: 2666.162842
	Iteration 27Q: 3 clusters Score -328536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -328536.218750 Penalty: 2666.162842
	Iteration 28F: 3 clusters Score -328536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -175941.250000 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -175941.2 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 938 members 
Entering Unmasked Estep 
Score: -173883.843750 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -173883.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174345.765625 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -174345.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174443.375000 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -174443.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174511.921875 Penalty: 2456.856689
	Iteration 3Q: 3 clusters Score -174511.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -174588.578125 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -174588.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174670.750000 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -174670.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -174751.093750 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -174751.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174811.984375 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -174812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174882.265625 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -174882.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -174946.953125 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -174947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -174996.281250 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -174996.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -175053.875000 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -175053.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -175122.046875 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -175122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175201.718750 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -175201.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -175293.890625 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -175293.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -175382.109375 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -175382.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -175485.453125 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -175485.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -175551.609375 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -175551.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175589.593750 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -175589.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175604.390625 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -175604.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175616.312500 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -175616.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175624.093750 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -175624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -175628.281250 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -175628.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -175633.859375 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -175633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -175635.937500 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -175635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -175636.625000 Penalty: 2456.856689
	Iteration 25Q: 3 clusters Score -175636.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175638.953125 Penalty: 2456.856689
	Iteration 26Q: 3 clusters Score -175639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175641.562500 Penalty: 2456.856689
	Iteration 27Q: 3 clusters Score -175641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175642.921875 Penalty: 2456.856689
	Iteration 28Q: 3 clusters Score -175642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175644.312500 Penalty: 2456.856689
	Iteration 29Q: 3 clusters Score -175644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175644.312500 Penalty: 2456.856689
	Iteration 30F: 3 clusters Score -175644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -463278.750000 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -463278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -459348.906250 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -459348.9 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -460542.156250 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -460542.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -460948.593750 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -460948.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -461476.156250 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -461476.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -462173.500000 Penalty: 2767.502197
	Iteration 4F: 3 clusters Score -462173.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -462820.843750 Penalty: 2767.502197
	Iteration 5F: 3 clusters Score -462820.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -463168.125000 Penalty: 2767.502197
	Iteration 6F: 3 clusters Score -463168.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -463267.906250 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -463267.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -463306.062500 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -463306.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -463324.281250 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -463324.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -463333.718750 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -463333.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -463338.218750 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -463338.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -463341.968750 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -463342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -463346.312500 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -463346.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -463350.500000 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -463350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -463352.093750 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -463352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -463354.875000 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -463354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -463359.468750 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -463359.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -463362.593750 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -463362.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -463365.781250 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -463365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -463367.468750 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -463367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -463369.562500 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -463369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -463371.875000 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -463371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -463371.812500 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -463371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -463373.062500 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -463373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -463374.187500 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -463374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -463373.562500 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -463373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -463373.562500 Penalty: 2767.502197
	Iteration 27F: 3 clusters Score -463373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 36689 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23136 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45404 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38804 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 2736 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21347 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 23965 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 3293 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31212 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 7503 members 
Mstep: Class 46 contains 2255 members 
Entering Unmasked Estep 
Score: -49773020.000000 Penalty: 98713.132812
Splitting cluster 29 changes total score from -49774084.000000 to -49773020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -107388.171875 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -107388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105812.007812 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -105812 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -106194.914062 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -106194.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106304.789062 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -106304.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106374.843750 Penalty: 2319.356934
	Iteration 3F: 3 clusters Score -106374.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106416.421875 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -106416.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -106445.820312 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -106445.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106466.015625 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -106466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106473.867188 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -106473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -106480.882812 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -106480.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106495.828125 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -106495.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106508.843750 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -106508.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106516.007812 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -106516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106520.414062 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -106520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106522.460938 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -106522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106524.125000 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -106524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106524.125000 Penalty: 2319.356934
	Iteration 15F: 3 clusters Score -106524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -134245.296875 Penalty: 1195.083862
	Iteration 0F: 2 clusters Score -134245.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -132463.859375 Penalty: 2390.167725
	Iteration 0F: 3 clusters Score -132463.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -132857.734375 Penalty: 2390.167725
	Iteration 1F: 3 clusters Score -132857.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -132984.796875 Penalty: 2390.167725
	Iteration 2F: 3 clusters Score -132984.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -133075.859375 Penalty: 2390.167725
	Iteration 3F: 3 clusters Score -133075.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133143.703125 Penalty: 2390.167725
	Iteration 4Q: 3 clusters Score -133143.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -133211.656250 Penalty: 2390.167725
	Iteration 5Q: 3 clusters Score -133211.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -133273.484375 Penalty: 2390.167725
	Iteration 6Q: 3 clusters Score -133273.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -133337.796875 Penalty: 2390.167725
	Iteration 7Q: 3 clusters Score -133337.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -133403.765625 Penalty: 2390.167725
	Iteration 8Q: 3 clusters Score -133403.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -133463.015625 Penalty: 2390.167725
	Iteration 9Q: 3 clusters Score -133463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -133522.765625 Penalty: 2390.167725
	Iteration 10Q: 3 clusters Score -133522.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133591.765625 Penalty: 2390.167725
	Iteration 11Q: 3 clusters Score -133591.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133635.984375 Penalty: 2390.167725
	Iteration 12Q: 3 clusters Score -133636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133659.031250 Penalty: 2390.167725
	Iteration 13Q: 3 clusters Score -133659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -133671.937500 Penalty: 2390.167725
	Iteration 14Q: 3 clusters Score -133671.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -133682.250000 Penalty: 2390.167725
	Iteration 15Q: 3 clusters Score -133682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133688.984375 Penalty: 2390.167725
	Iteration 16Q: 3 clusters Score -133689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133694.218750 Penalty: 2390.167725
	Iteration 17Q: 3 clusters Score -133694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133696.734375 Penalty: 2390.167725
	Iteration 18Q: 3 clusters Score -133696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133700.093750 Penalty: 2390.167725
	Iteration 19Q: 3 clusters Score -133700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133703.625000 Penalty: 2390.167725
	Iteration 20F: 3 clusters Score -133703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133704.578125 Penalty: 2390.167725
	Iteration 21Q: 3 clusters Score -133704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133704.578125 Penalty: 2390.167725
	Iteration 22F: 3 clusters Score -133704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -128650.007812 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -128650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -126780.375000 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -126780.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -127179.765625 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -127179.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -127333.218750 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -127333.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -127472.312500 Penalty: 2402.009521
	Iteration 3F: 3 clusters Score -127472.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -127564.562500 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -127564.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -127633.164062 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -127633.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -127683.601562 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -127683.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -127730.234375 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -127730.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -127774.164062 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -127774.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -127814.523438 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -127814.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -127867.460938 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -127867.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -127908.171875 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -127908.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -127940.468750 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -127940.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -127959.132812 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -127959.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -127974.281250 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -127974.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -127986.070312 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -127986.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -127997.289062 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -127997.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128010.585938 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -128010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -128018.546875 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -128018.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -128025.109375 Penalty: 2402.009521
	Iteration 19Q: 3 clusters Score -128025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -128030.687500 Penalty: 2402.009521
	Iteration 20F: 3 clusters Score -128030.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -128034.046875 Penalty: 2402.009521
	Iteration 21Q: 3 clusters Score -128034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -128035.093750 Penalty: 2402.009521
	Iteration 22Q: 3 clusters Score -128035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -128035.710938 Penalty: 2402.009521
	Iteration 23Q: 3 clusters Score -128035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -128035.710938 Penalty: 2402.009521
	Iteration 24F: 3 clusters Score -128035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Entering Unmasked Estep 
Score: -2094723.125000 Penalty: 1619.908203
	Iteration 0F: 2 clusters Score -2094723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2080343.500000 Penalty: 3239.816406
	Iteration 0F: 3 clusters Score -2080344 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2085807.000000 Penalty: 3239.816406
	Iteration 1F: 3 clusters Score -2085807 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2086198.750000 Penalty: 3239.816406
	Iteration 2Q: 3 clusters Score -2086199 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2086646.000000 Penalty: 3239.816406
	Iteration 3Q: 3 clusters Score -2086646 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2087178.125000 Penalty: 3239.816406
	Iteration 4F: 3 clusters Score -2087178 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2087811.625000 Penalty: 3239.816406
	Iteration 5F: 3 clusters Score -2087812 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2088579.875000 Penalty: 3239.816406
	Iteration 6F: 3 clusters Score -2088580 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2089403.125000 Penalty: 3239.816406
	Iteration 7F: 3 clusters Score -2089403 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2090187.500000 Penalty: 3239.816406
	Iteration 8F: 3 clusters Score -2090188 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2090805.375000 Penalty: 3239.816406
	Iteration 9F: 3 clusters Score -2090805 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2091253.875000 Penalty: 3239.816406
	Iteration 10Q: 3 clusters Score -2091254 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2091609.250000 Penalty: 3239.816406
	Iteration 11Q: 3 clusters Score -2091609 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2091848.875000 Penalty: 3239.816406
	Iteration 12Q: 3 clusters Score -2091849 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2092014.875000 Penalty: 3239.816406
	Iteration 13Q: 3 clusters Score -2092015 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2092103.250000 Penalty: 3239.816406
	Iteration 14Q: 3 clusters Score -2092103 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2092178.250000 Penalty: 3239.816406
	Iteration 15Q: 3 clusters Score -2092178 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2092245.125000 Penalty: 3239.816406
	Iteration 16Q: 3 clusters Score -2092245 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2092269.000000 Penalty: 3239.816406
	Iteration 17Q: 3 clusters Score -2092269 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2092287.375000 Penalty: 3239.816406
	Iteration 18Q: 3 clusters Score -2092287 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2092291.500000 Penalty: 3239.816406
	Iteration 19Q: 3 clusters Score -2092292 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2092288.375000 Penalty: 3239.816406
	Iteration 20F: 3 clusters Score -2092288 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2092295.000000 Penalty: 3239.816406
	Iteration 21Q: 3 clusters Score -2092295 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2092303.625000 Penalty: 3239.816406
	Iteration 22Q: 3 clusters Score -2092304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2092295.500000 Penalty: 3239.816406
	Iteration 23Q: 3 clusters Score -2092296 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2092300.125000 Penalty: 3239.816406
	Iteration 24Q: 3 clusters Score -2092300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2092305.125000 Penalty: 3239.816406
	Iteration 25Q: 3 clusters Score -2092305 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2092309.375000 Penalty: 3239.816406
	Iteration 26Q: 3 clusters Score -2092309 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2092306.000000 Penalty: 3239.816406
	Iteration 27Q: 3 clusters Score -2092306 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2092307.125000 Penalty: 3239.816406
	Iteration 28Q: 3 clusters Score -2092307 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2092300.625000 Penalty: 3239.816406
	Iteration 29Q: 3 clusters Score -2092301 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2092300.250000 Penalty: 3239.816406
	Iteration 30Q: 3 clusters Score -2092300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2092305.750000 Penalty: 3239.816406
	Iteration 31Q: 3 clusters Score -2092306 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2092316.625000 Penalty: 3239.816406
	Iteration 32Q: 3 clusters Score -2092317 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2092305.375000 Penalty: 3239.816406
	Iteration 33Q: 3 clusters Score -2092305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2092305.375000 Penalty: 3239.816406
	Iteration 34Q: 3 clusters Score -2092305 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2092310.125000 Penalty: 3239.816406
	Iteration 35Q: 3 clusters Score -2092310 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2092321.875000 Penalty: 3239.816406
	Iteration 36Q: 3 clusters Score -2092322 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2092332.625000 Penalty: 3239.816406
	Iteration 37Q: 3 clusters Score -2092333 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2092340.000000 Penalty: 3239.816406
	Iteration 38Q: 3 clusters Score -2092340 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2092356.125000 Penalty: 3239.816406
	Iteration 39Q: 3 clusters Score -2092356 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2092369.250000 Penalty: 3239.816406
	Iteration 40F: 3 clusters Score -2092369 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2092390.375000 Penalty: 3239.816406
	Iteration 41Q: 3 clusters Score -2092390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2092433.375000 Penalty: 3239.816406
	Iteration 42Q: 3 clusters Score -2092433 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2092510.625000 Penalty: 3239.816406
	Iteration 43Q: 3 clusters Score -2092511 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2092607.125000 Penalty: 3239.816406
	Iteration 44Q: 3 clusters Score -2092607 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2092682.375000 Penalty: 3239.816406
	Iteration 45Q: 3 clusters Score -2092682 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2092738.000000 Penalty: 3239.816406
	Iteration 46Q: 3 clusters Score -2092738 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2092797.125000 Penalty: 3239.816406
	Iteration 47Q: 3 clusters Score -2092797 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2092849.625000 Penalty: 3239.816406
	Iteration 48Q: 3 clusters Score -2092850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2092890.875000 Penalty: 3239.816406
	Iteration 49Q: 3 clusters Score -2092891 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2092943.875000 Penalty: 3239.816406
	Iteration 50Q: 3 clusters Score -2092944 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2092980.500000 Penalty: 3239.816406
	Iteration 51Q: 3 clusters Score -2092980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2093019.125000 Penalty: 3239.816406
	Iteration 52Q: 3 clusters Score -2093019 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2093046.125000 Penalty: 3239.816406
	Iteration 53Q: 3 clusters Score -2093046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2093069.000000 Penalty: 3239.816406
	Iteration 54Q: 3 clusters Score -2093069 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2093094.375000 Penalty: 3239.816406
	Iteration 55Q: 3 clusters Score -2093094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2093109.250000 Penalty: 3239.816406
	Iteration 56Q: 3 clusters Score -2093109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2093122.250000 Penalty: 3239.816406
	Iteration 57Q: 3 clusters Score -2093122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2093151.125000 Penalty: 3239.816406
	Iteration 58Q: 3 clusters Score -2093151 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2093168.625000 Penalty: 3239.816406
	Iteration 59Q: 3 clusters Score -2093169 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2093189.625000 Penalty: 3239.816406
	Iteration 60F: 3 clusters Score -2093190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2093210.000000 Penalty: 3239.816406
	Iteration 61Q: 3 clusters Score -2093210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2093228.125000 Penalty: 3239.816406
	Iteration 62Q: 3 clusters Score -2093228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2093245.000000 Penalty: 3239.816406
	Iteration 63Q: 3 clusters Score -2093245 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2093261.875000 Penalty: 3239.816406
	Iteration 64Q: 3 clusters Score -2093262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2093264.250000 Penalty: 3239.816406
	Iteration 65Q: 3 clusters Score -2093264 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2093273.000000 Penalty: 3239.816406
	Iteration 66Q: 3 clusters Score -2093273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2093291.000000 Penalty: 3239.816406
	Iteration 67Q: 3 clusters Score -2093291 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2093301.500000 Penalty: 3239.816406
	Iteration 68Q: 3 clusters Score -2093302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2093314.625000 Penalty: 3239.816406
	Iteration 69Q: 3 clusters Score -2093315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2093321.000000 Penalty: 3239.816406
	Iteration 70Q: 3 clusters Score -2093321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2093322.875000 Penalty: 3239.816406
	Iteration 71Q: 3 clusters Score -2093323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2093330.125000 Penalty: 3239.816406
	Iteration 72Q: 3 clusters Score -2093330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2093329.250000 Penalty: 3239.816406
	Iteration 73Q: 3 clusters Score -2093329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2093335.250000 Penalty: 3239.816406
	Iteration 74Q: 3 clusters Score -2093335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2093343.250000 Penalty: 3239.816406
	Iteration 75Q: 3 clusters Score -2093343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2093340.625000 Penalty: 3239.816406
	Iteration 76Q: 3 clusters Score -2093341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2093343.875000 Penalty: 3239.816406
	Iteration 77Q: 3 clusters Score -2093344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2093345.375000 Penalty: 3239.816406
	Iteration 78Q: 3 clusters Score -2093345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2093346.500000 Penalty: 3239.816406
	Iteration 79Q: 3 clusters Score -2093346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2093357.375000 Penalty: 3239.816406
	Iteration 80F: 3 clusters Score -2093357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2093367.875000 Penalty: 3239.816406
	Iteration 81Q: 3 clusters Score -2093368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2093387.500000 Penalty: 3239.816406
	Iteration 82Q: 3 clusters Score -2093388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2093399.125000 Penalty: 3239.816406
	Iteration 83Q: 3 clusters Score -2093399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2093408.750000 Penalty: 3239.816406
	Iteration 84Q: 3 clusters Score -2093409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2093421.250000 Penalty: 3239.816406
	Iteration 85Q: 3 clusters Score -2093421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2093428.875000 Penalty: 3239.816406
	Iteration 86Q: 3 clusters Score -2093429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2093434.375000 Penalty: 3239.816406
	Iteration 87Q: 3 clusters Score -2093434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2093442.000000 Penalty: 3239.816406
	Iteration 88Q: 3 clusters Score -2093442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2093437.750000 Penalty: 3239.816406
	Iteration 89Q: 3 clusters Score -2093438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2093441.250000 Penalty: 3239.816406
	Iteration 90Q: 3 clusters Score -2093441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2093440.625000 Penalty: 3239.816406
	Iteration 91Q: 3 clusters Score -2093441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2093440.625000 Penalty: 3239.816406
	Iteration 92F: 3 clusters Score -2093441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -59017.308594 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -59017.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57806.316406 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -57806.32 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58046.753906 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -58046.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58109.214844 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -58109.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58164.226562 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -58164.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58188.937500 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -58188.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58206.292969 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -58206.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58211.750000 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -58211.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58215.187500 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -58215.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58216.222656 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -58216.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58220.707031 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -58220.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58222.937500 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -58222.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58224.671875 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -58224.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58226.273438 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -58226.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58230.777344 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -58230.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58234.242188 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -58234.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58237.824219 Penalty: 2123.953369
	Iteration 15Q: 3 clusters Score -58237.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58245.816406 Penalty: 2123.953369
	Iteration 16Q: 3 clusters Score -58245.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58251.156250 Penalty: 2123.953369
	Iteration 17Q: 3 clusters Score -58251.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58254.390625 Penalty: 2123.953369
	Iteration 18Q: 3 clusters Score -58254.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58255.632812 Penalty: 2123.953369
	Iteration 19Q: 3 clusters Score -58255.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58259.921875 Penalty: 2123.953369
	Iteration 20F: 3 clusters Score -58259.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58262.699219 Penalty: 2123.953369
	Iteration 21Q: 3 clusters Score -58262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58266.183594 Penalty: 2123.953369
	Iteration 22Q: 3 clusters Score -58266.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58268.847656 Penalty: 2123.953369
	Iteration 23Q: 3 clusters Score -58268.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58272.050781 Penalty: 2123.953369
	Iteration 24Q: 3 clusters Score -58272.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58275.949219 Penalty: 2123.953369
	Iteration 25Q: 3 clusters Score -58275.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58277.398438 Penalty: 2123.953369
	Iteration 26Q: 3 clusters Score -58277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58279.417969 Penalty: 2123.953369
	Iteration 27Q: 3 clusters Score -58279.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58281.386719 Penalty: 2123.953369
	Iteration 28Q: 3 clusters Score -58281.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58282.003906 Penalty: 2123.953369
	Iteration 29Q: 3 clusters Score -58282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58282.515625 Penalty: 2123.953369
	Iteration 30Q: 3 clusters Score -58282.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58284.007812 Penalty: 2123.953369
	Iteration 31Q: 3 clusters Score -58284.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58284.675781 Penalty: 2123.953369
	Iteration 32Q: 3 clusters Score -58284.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58284.960938 Penalty: 2123.953369
	Iteration 33Q: 3 clusters Score -58284.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58284.960938 Penalty: 2123.953369
	Iteration 34F: 3 clusters Score -58284.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -140976.546875 Penalty: 1218.836060
	Iteration 0F: 2 clusters Score -140976.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -139057.468750 Penalty: 2437.672119
	Iteration 0F: 3 clusters Score -139057.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -139558.843750 Penalty: 2437.672119
	Iteration 1F: 3 clusters Score -139558.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -139751.359375 Penalty: 2437.672119
	Iteration 2F: 3 clusters Score -139751.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -139906.625000 Penalty: 2437.672119
	Iteration 3F: 3 clusters Score -139906.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -140030.296875 Penalty: 2437.672119
	Iteration 4F: 3 clusters Score -140030.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -140139.515625 Penalty: 2437.672119
	Iteration 5Q: 3 clusters Score -140139.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -140236.140625 Penalty: 2437.672119
	Iteration 6Q: 3 clusters Score -140236.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -140300.828125 Penalty: 2437.672119
	Iteration 7Q: 3 clusters Score -140300.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -140348.265625 Penalty: 2437.672119
	Iteration 8Q: 3 clusters Score -140348.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -140384.265625 Penalty: 2437.672119
	Iteration 9Q: 3 clusters Score -140384.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -140417.984375 Penalty: 2437.672119
	Iteration 10Q: 3 clusters Score -140418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -140447.453125 Penalty: 2437.672119
	Iteration 11Q: 3 clusters Score -140447.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140472.250000 Penalty: 2437.672119
	Iteration 12Q: 3 clusters Score -140472.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -140500.140625 Penalty: 2437.672119
	Iteration 13Q: 3 clusters Score -140500.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -140536.328125 Penalty: 2437.672119
	Iteration 14Q: 3 clusters Score -140536.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -140566.968750 Penalty: 2437.672119
	Iteration 15Q: 3 clusters Score -140567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -140599.531250 Penalty: 2437.672119
	Iteration 16Q: 3 clusters Score -140599.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -140638.531250 Penalty: 2437.672119
	Iteration 17Q: 3 clusters Score -140638.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -140678.546875 Penalty: 2437.672119
	Iteration 18Q: 3 clusters Score -140678.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -140717.156250 Penalty: 2437.672119
	Iteration 19Q: 3 clusters Score -140717.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -140745.000000 Penalty: 2437.672119
	Iteration 20F: 3 clusters Score -140745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -140771.406250 Penalty: 2437.672119
	Iteration 21Q: 3 clusters Score -140771.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -140790.750000 Penalty: 2437.672119
	Iteration 22Q: 3 clusters Score -140790.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -140806.093750 Penalty: 2437.672119
	Iteration 23Q: 3 clusters Score -140806.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -140817.671875 Penalty: 2437.672119
	Iteration 24Q: 3 clusters Score -140817.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -140837.875000 Penalty: 2437.672119
	Iteration 25Q: 3 clusters Score -140837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -140847.421875 Penalty: 2437.672119
	Iteration 26Q: 3 clusters Score -140847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -140854.234375 Penalty: 2437.672119
	Iteration 27Q: 3 clusters Score -140854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -140861.328125 Penalty: 2437.672119
	Iteration 28Q: 3 clusters Score -140861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -140874.718750 Penalty: 2437.672119
	Iteration 29Q: 3 clusters Score -140874.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -140883.578125 Penalty: 2437.672119
	Iteration 30Q: 3 clusters Score -140883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -140890.125000 Penalty: 2437.672119
	Iteration 31Q: 3 clusters Score -140890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -140895.515625 Penalty: 2437.672119
	Iteration 32Q: 3 clusters Score -140895.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -140901.531250 Penalty: 2437.672119
	Iteration 33Q: 3 clusters Score -140901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -140906.500000 Penalty: 2437.672119
	Iteration 34Q: 3 clusters Score -140906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -140912.937500 Penalty: 2437.672119
	Iteration 35Q: 3 clusters Score -140912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -140917.125000 Penalty: 2437.672119
	Iteration 36Q: 3 clusters Score -140917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140921.859375 Penalty: 2437.672119
	Iteration 37Q: 3 clusters Score -140921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -140924.734375 Penalty: 2437.672119
	Iteration 38Q: 3 clusters Score -140924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -140927.546875 Penalty: 2437.672119
	Iteration 39Q: 3 clusters Score -140927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -140931.656250 Penalty: 2437.672119
	Iteration 40F: 3 clusters Score -140931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -140933.031250 Penalty: 2437.672119
	Iteration 41Q: 3 clusters Score -140933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -140937.828125 Penalty: 2437.672119
	Iteration 42Q: 3 clusters Score -140937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -140946.375000 Penalty: 2437.672119
	Iteration 43Q: 3 clusters Score -140946.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -140959.875000 Penalty: 2437.672119
	Iteration 44Q: 3 clusters Score -140959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -140964.953125 Penalty: 2437.672119
	Iteration 45Q: 3 clusters Score -140965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140973.796875 Penalty: 2437.672119
	Iteration 46Q: 3 clusters Score -140973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -140976.640625 Penalty: 2437.672119
	Iteration 47Q: 3 clusters Score -140976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140977.250000 Penalty: 2437.672119
	Iteration 48Q: 3 clusters Score -140977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140979.171875 Penalty: 2437.672119
	Iteration 49Q: 3 clusters Score -140979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140979.171875 Penalty: 2437.672119
	Iteration 50F: 3 clusters Score -140979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 36689 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23136 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45404 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38804 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21347 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 23965 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 3293 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31212 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 7503 members 
Mstep: Class 46 contains 1033 members 
Entering Unmasked Estep 
Score: -49772800.000000 Penalty: 98713.132812
Splitting cluster 35 changes total score from -49774084.000000 to -49772800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (30130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Entering Unmasked Estep 
Score: -2898286.750000 Penalty: 1675.907349
	Iteration 0F: 2 clusters Score -2898287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2878046.000000 Penalty: 3351.814697
	Iteration 0F: 3 clusters Score -2878046 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2885620.000000 Penalty: 3351.814697
	Iteration 1F: 3 clusters Score -2885620 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2886027.500000 Penalty: 3351.814697
	Iteration 2Q: 3 clusters Score -2886028 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2886466.500000 Penalty: 3351.814697
	Iteration 3Q: 3 clusters Score -2886466 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2887051.000000 Penalty: 3351.814697
	Iteration 4Q: 3 clusters Score -2887051 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2887868.750000 Penalty: 3351.814697
	Iteration 5F: 3 clusters Score -2887869 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2889272.000000 Penalty: 3351.814697
	Iteration 6F: 3 clusters Score -2889272 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2891254.750000 Penalty: 3351.814697
	Iteration 7F: 3 clusters Score -2891255 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2893342.000000 Penalty: 3351.814697
	Iteration 8F: 3 clusters Score -2893342 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2894831.500000 Penalty: 3351.814697
	Iteration 9F: 3 clusters Score -2894832 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2895769.500000 Penalty: 3351.814697
	Iteration 10Q: 3 clusters Score -2895770 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2896255.750000 Penalty: 3351.814697
	Iteration 11Q: 3 clusters Score -2896256 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2896508.250000 Penalty: 3351.814697
	Iteration 12Q: 3 clusters Score -2896508 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2896659.500000 Penalty: 3351.814697
	Iteration 13Q: 3 clusters Score -2896660 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2896735.250000 Penalty: 3351.814697
	Iteration 14Q: 3 clusters Score -2896735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2896785.000000 Penalty: 3351.814697
	Iteration 15Q: 3 clusters Score -2896785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2896820.500000 Penalty: 3351.814697
	Iteration 16Q: 3 clusters Score -2896820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2896854.500000 Penalty: 3351.814697
	Iteration 17Q: 3 clusters Score -2896854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2896875.000000 Penalty: 3351.814697
	Iteration 18Q: 3 clusters Score -2896875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2896880.750000 Penalty: 3351.814697
	Iteration 19Q: 3 clusters Score -2896881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2896893.500000 Penalty: 3351.814697
	Iteration 20F: 3 clusters Score -2896894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2896896.000000 Penalty: 3351.814697
	Iteration 21Q: 3 clusters Score -2896896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2896894.000000 Penalty: 3351.814697
	Iteration 22Q: 3 clusters Score -2896894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2896898.250000 Penalty: 3351.814697
	Iteration 23Q: 3 clusters Score -2896898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2896898.000000 Penalty: 3351.814697
	Iteration 24Q: 3 clusters Score -2896898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2896907.000000 Penalty: 3351.814697
	Iteration 25Q: 3 clusters Score -2896907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2896907.750000 Penalty: 3351.814697
	Iteration 26Q: 3 clusters Score -2896908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2896916.000000 Penalty: 3351.814697
	Iteration 27Q: 3 clusters Score -2896916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2896920.250000 Penalty: 3351.814697
	Iteration 28Q: 3 clusters Score -2896920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2896921.750000 Penalty: 3351.814697
	Iteration 29Q: 3 clusters Score -2896922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2896921.750000 Penalty: 3351.814697
	Iteration 30F: 3 clusters Score -2896922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (23965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Entering Unmasked Estep 
Score: -2236694.750000 Penalty: 1638.706787
	Iteration 0F: 2 clusters Score -2236695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2220359.000000 Penalty: 3277.413574
	Iteration 0F: 3 clusters Score -2220359 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2226534.750000 Penalty: 3277.413574
	Iteration 1F: 3 clusters Score -2226535 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2226910.250000 Penalty: 3277.413574
	Iteration 2Q: 3 clusters Score -2226910 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2227224.750000 Penalty: 3277.413574
	Iteration 3Q: 3 clusters Score -2227225 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2227534.000000 Penalty: 3277.413574
	Iteration 4Q: 3 clusters Score -2227534 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2227865.500000 Penalty: 3277.413574
	Iteration 5Q: 3 clusters Score -2227866 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2228163.750000 Penalty: 3277.413574
	Iteration 6Q: 3 clusters Score -2228164 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2228477.750000 Penalty: 3277.413574
	Iteration 7Q: 3 clusters Score -2228478 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2228832.500000 Penalty: 3277.413574
	Iteration 8Q: 3 clusters Score -2228832 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2229200.000000 Penalty: 3277.413574
	Iteration 9Q: 3 clusters Score -2229200 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2229562.250000 Penalty: 3277.413574
	Iteration 10Q: 3 clusters Score -2229562 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2229944.750000 Penalty: 3277.413574
	Iteration 11Q: 3 clusters Score -2229945 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2230331.750000 Penalty: 3277.413574
	Iteration 12Q: 3 clusters Score -2230332 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2230735.750000 Penalty: 3277.413574
	Iteration 13Q: 3 clusters Score -2230736 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2231183.250000 Penalty: 3277.413574
	Iteration 14Q: 3 clusters Score -2231183 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2231612.750000 Penalty: 3277.413574
	Iteration 15Q: 3 clusters Score -2231613 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2232020.250000 Penalty: 3277.413574
	Iteration 16Q: 3 clusters Score -2232020 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2232426.750000 Penalty: 3277.413574
	Iteration 17Q: 3 clusters Score -2232427 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2232803.250000 Penalty: 3277.413574
	Iteration 18Q: 3 clusters Score -2232803 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2233124.250000 Penalty: 3277.413574
	Iteration 19Q: 3 clusters Score -2233124 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2233410.250000 Penalty: 3277.413574
	Iteration 20F: 3 clusters Score -2233410 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2233691.000000 Penalty: 3277.413574
	Iteration 21Q: 3 clusters Score -2233691 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2233973.250000 Penalty: 3277.413574
	Iteration 22Q: 3 clusters Score -2233973 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2234233.000000 Penalty: 3277.413574
	Iteration 23Q: 3 clusters Score -2234233 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2234443.250000 Penalty: 3277.413574
	Iteration 24Q: 3 clusters Score -2234443 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2234610.500000 Penalty: 3277.413574
	Iteration 25Q: 3 clusters Score -2234610 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2234764.500000 Penalty: 3277.413574
	Iteration 26Q: 3 clusters Score -2234764 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -2234894.250000 Penalty: 3277.413574
	Iteration 27Q: 3 clusters Score -2234894 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2235001.250000 Penalty: 3277.413574
	Iteration 28Q: 3 clusters Score -2235001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2235065.250000 Penalty: 3277.413574
	Iteration 29Q: 3 clusters Score -2235065 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2235123.750000 Penalty: 3277.413574
	Iteration 30Q: 3 clusters Score -2235124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2235164.250000 Penalty: 3277.413574
	Iteration 31Q: 3 clusters Score -2235164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2235197.000000 Penalty: 3277.413574
	Iteration 32Q: 3 clusters Score -2235197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2235227.000000 Penalty: 3277.413574
	Iteration 33Q: 3 clusters Score -2235227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2235249.250000 Penalty: 3277.413574
	Iteration 34Q: 3 clusters Score -2235249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2235272.500000 Penalty: 3277.413574
	Iteration 35Q: 3 clusters Score -2235272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2235283.500000 Penalty: 3277.413574
	Iteration 36Q: 3 clusters Score -2235284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2235289.250000 Penalty: 3277.413574
	Iteration 37Q: 3 clusters Score -2235289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2235292.250000 Penalty: 3277.413574
	Iteration 38Q: 3 clusters Score -2235292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2235297.000000 Penalty: 3277.413574
	Iteration 39Q: 3 clusters Score -2235297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2235301.750000 Penalty: 3277.413574
	Iteration 40F: 3 clusters Score -2235302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2235308.500000 Penalty: 3277.413574
	Iteration 41Q: 3 clusters Score -2235308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2235311.500000 Penalty: 3277.413574
	Iteration 42Q: 3 clusters Score -2235312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2235318.250000 Penalty: 3277.413574
	Iteration 43Q: 3 clusters Score -2235318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2235320.500000 Penalty: 3277.413574
	Iteration 44Q: 3 clusters Score -2235320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2235333.500000 Penalty: 3277.413574
	Iteration 45Q: 3 clusters Score -2235334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2235334.500000 Penalty: 3277.413574
	Iteration 46Q: 3 clusters Score -2235334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2235340.000000 Penalty: 3277.413574
	Iteration 47Q: 3 clusters Score -2235340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2235343.250000 Penalty: 3277.413574
	Iteration 48Q: 3 clusters Score -2235343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2235343.750000 Penalty: 3277.413574
	Iteration 49Q: 3 clusters Score -2235344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2235344.500000 Penalty: 3277.413574
	Iteration 50Q: 3 clusters Score -2235344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2235344.500000 Penalty: 3277.413574
	Iteration 51F: 3 clusters Score -2235344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -131474.734375 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -131474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -129713.000000 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -129713 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -130055.992188 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -130056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -130164.625000 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -130164.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -130244.718750 Penalty: 2374.404541
	Iteration 3Q: 3 clusters Score -130244.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -130320.828125 Penalty: 2374.404541
	Iteration 4Q: 3 clusters Score -130320.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -130379.796875 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -130379.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -130438.734375 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -130438.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -130498.882812 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -130498.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130536.976562 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -130537 nChanged 40
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: -130579.179688 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -130579.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -130613.476562 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -130613.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -130641.804688 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -130641.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -130669.468750 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -130669.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -130698.929688 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -130698.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -130727.414062 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -130727.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130754.171875 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -130754.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -130783.554688 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -130783.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -130817.398438 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -130817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -130838.382812 Penalty: 2374.404541
	Iteration 18Q: 3 clusters Score -130838.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -130860.609375 Penalty: 2374.404541
	Iteration 19Q: 3 clusters Score -130860.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -130877.023438 Penalty: 2374.404541
	Iteration 20F: 3 clusters Score -130877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -130892.734375 Penalty: 2374.404541
	Iteration 21Q: 3 clusters Score -130892.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -130900.960938 Penalty: 2374.404541
	Iteration 22Q: 3 clusters Score -130901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130917.203125 Penalty: 2374.404541
	Iteration 23Q: 3 clusters Score -130917.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -130927.906250 Penalty: 2374.404541
	Iteration 24Q: 3 clusters Score -130927.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130939.937500 Penalty: 2374.404541
	Iteration 25Q: 3 clusters Score -130939.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -130952.882812 Penalty: 2374.404541
	Iteration 26Q: 3 clusters Score -130952.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130963.687500 Penalty: 2374.404541
	Iteration 27Q: 3 clusters Score -130963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -130975.773438 Penalty: 2374.404541
	Iteration 28Q: 3 clusters Score -130975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -130987.257812 Penalty: 2374.404541
	Iteration 29Q: 3 clusters Score -130987.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -131001.265625 Penalty: 2374.404541
	Iteration 30Q: 3 clusters Score -131001.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131013.390625 Penalty: 2374.404541
	Iteration 31Q: 3 clusters Score -131013.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131019.601562 Penalty: 2374.404541
	Iteration 32Q: 3 clusters Score -131019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -131031.171875 Penalty: 2374.404541
	Iteration 33Q: 3 clusters Score -131031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -131039.593750 Penalty: 2374.404541
	Iteration 34Q: 3 clusters Score -131039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -131046.351562 Penalty: 2374.404541
	Iteration 35Q: 3 clusters Score -131046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -131054.257812 Penalty: 2374.404541
	Iteration 36Q: 3 clusters Score -131054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -131060.296875 Penalty: 2374.404541
	Iteration 37Q: 3 clusters Score -131060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131065.000000 Penalty: 2374.404541
	Iteration 38Q: 3 clusters Score -131065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131066.375000 Penalty: 2374.404541
	Iteration 39Q: 3 clusters Score -131066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -131067.312500 Penalty: 2374.404541
	Iteration 40F: 3 clusters Score -131067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -131068.156250 Penalty: 2374.404541
	Iteration 41Q: 3 clusters Score -131068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -131068.156250 Penalty: 2374.404541
	Iteration 42F: 3 clusters Score -131068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Entering Unmasked Estep 
Score: -1225590.875000 Penalty: 1532.198364
	Iteration 0F: 2 clusters Score -1225591 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 6231 members 
Entering Unmasked Estep 
Score: -1216849.000000 Penalty: 3064.396729
	Iteration 0F: 3 clusters Score -1216849 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1219783.875000 Penalty: 3064.396729
	Iteration 1F: 3 clusters Score -1219784 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1220034.125000 Penalty: 3064.396729
	Iteration 2F: 3 clusters Score -1220034 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1220228.250000 Penalty: 3064.396729
	Iteration 3Q: 3 clusters Score -1220228 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1220412.125000 Penalty: 3064.396729
	Iteration 4Q: 3 clusters Score -1220412 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1220603.125000 Penalty: 3064.396729
	Iteration 5Q: 3 clusters Score -1220603 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1220792.250000 Penalty: 3064.396729
	Iteration 6Q: 3 clusters Score -1220792 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1221000.750000 Penalty: 3064.396729
	Iteration 7Q: 3 clusters Score -1221001 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1221289.000000 Penalty: 3064.396729
	Iteration 8Q: 3 clusters Score -1221289 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1221646.125000 Penalty: 3064.396729
	Iteration 9Q: 3 clusters Score -1221646 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1222104.875000 Penalty: 3064.396729
	Iteration 10F: 3 clusters Score -1222105 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1222605.125000 Penalty: 3064.396729
	Iteration 11Q: 3 clusters Score -1222605 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1223082.125000 Penalty: 3064.396729
	Iteration 12Q: 3 clusters Score -1223082 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1223444.750000 Penalty: 3064.396729
	Iteration 13Q: 3 clusters Score -1223445 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1223646.125000 Penalty: 3064.396729
	Iteration 14Q: 3 clusters Score -1223646 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1223743.750000 Penalty: 3064.396729
	Iteration 15Q: 3 clusters Score -1223744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1223806.000000 Penalty: 3064.396729
	Iteration 16Q: 3 clusters Score -1223806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1223845.125000 Penalty: 3064.396729
	Iteration 17Q: 3 clusters Score -1223845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1223870.250000 Penalty: 3064.396729
	Iteration 18Q: 3 clusters Score -1223870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1223896.250000 Penalty: 3064.396729
	Iteration 19Q: 3 clusters Score -1223896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1223927.125000 Penalty: 3064.396729
	Iteration 20F: 3 clusters Score -1223927 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1223944.125000 Penalty: 3064.396729
	Iteration 21Q: 3 clusters Score -1223944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1223955.125000 Penalty: 3064.396729
	Iteration 22Q: 3 clusters Score -1223955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1223966.375000 Penalty: 3064.396729
	Iteration 23Q: 3 clusters Score -1223966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1223977.875000 Penalty: 3064.396729
	Iteration 24Q: 3 clusters Score -1223978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1223994.000000 Penalty: 3064.396729
	Iteration 25Q: 3 clusters Score -1223994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1224000.875000 Penalty: 3064.396729
	Iteration 26Q: 3 clusters Score -1224001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1224008.500000 Penalty: 3064.396729
	Iteration 27Q: 3 clusters Score -1224008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1224015.125000 Penalty: 3064.396729
	Iteration 28Q: 3 clusters Score -1224015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1224017.875000 Penalty: 3064.396729
	Iteration 29Q: 3 clusters Score -1224018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1224021.500000 Penalty: 3064.396729
	Iteration 30Q: 3 clusters Score -1224022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1224024.500000 Penalty: 3064.396729
	Iteration 31Q: 3 clusters Score -1224024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1224026.750000 Penalty: 3064.396729
	Iteration 32Q: 3 clusters Score -1224027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1224031.500000 Penalty: 3064.396729
	Iteration 33Q: 3 clusters Score -1224032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1224031.750000 Penalty: 3064.396729
	Iteration 34Q: 3 clusters Score -1224032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1224032.750000 Penalty: 3064.396729
	Iteration 35Q: 3 clusters Score -1224033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1224032.500000 Penalty: 3064.396729
	Iteration 36Q: 3 clusters Score -1224032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1224033.750000 Penalty: 3064.396729
	Iteration 37Q: 3 clusters Score -1224034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1224035.125000 Penalty: 3064.396729
	Iteration 38Q: 3 clusters Score -1224035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1224036.000000 Penalty: 3064.396729
	Iteration 39Q: 3 clusters Score -1224036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1224040.375000 Penalty: 3064.396729
	Iteration 40F: 3 clusters Score -1224040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1224044.000000 Penalty: 3064.396729
	Iteration 41Q: 3 clusters Score -1224044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1224046.000000 Penalty: 3064.396729
	Iteration 42Q: 3 clusters Score -1224046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1224053.000000 Penalty: 3064.396729
	Iteration 43Q: 3 clusters Score -1224053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1224054.000000 Penalty: 3064.396729
	Iteration 44Q: 3 clusters Score -1224054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1224059.125000 Penalty: 3064.396729
	Iteration 45Q: 3 clusters Score -1224059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1224060.000000 Penalty: 3064.396729
	Iteration 46Q: 3 clusters Score -1224060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1224062.500000 Penalty: 3064.396729
	Iteration 47Q: 3 clusters Score -1224062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1224064.500000 Penalty: 3064.396729
	Iteration 48Q: 3 clusters Score -1224064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1224065.500000 Penalty: 3064.396729
	Iteration 49Q: 3 clusters Score -1224066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1224070.500000 Penalty: 3064.396729
	Iteration 50Q: 3 clusters Score -1224070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1224072.875000 Penalty: 3064.396729
	Iteration 51Q: 3 clusters Score -1224073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1224074.625000 Penalty: 3064.396729
	Iteration 52Q: 3 clusters Score -1224075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1224079.000000 Penalty: 3064.396729
	Iteration 53Q: 3 clusters Score -1224079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1224079.625000 Penalty: 3064.396729
	Iteration 54Q: 3 clusters Score -1224080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1224080.500000 Penalty: 3064.396729
	Iteration 55Q: 3 clusters Score -1224080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1224078.375000 Penalty: 3064.396729
	Iteration 56Q: 3 clusters Score -1224078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1224079.875000 Penalty: 3064.396729
	Iteration 57Q: 3 clusters Score -1224080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1224079.500000 Penalty: 3064.396729
	Iteration 58Q: 3 clusters Score -1224080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1224081.375000 Penalty: 3064.396729
	Iteration 59Q: 3 clusters Score -1224081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1224081.500000 Penalty: 3064.396729
	Iteration 60F: 3 clusters Score -1224082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1224082.375000 Penalty: 3064.396729
	Iteration 61Q: 3 clusters Score -1224082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1224082.375000 Penalty: 3064.396729
	Iteration 62F: 3 clusters Score -1224082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -303260.375000 Penalty: 1316.177490
	Iteration 0F: 2 clusters Score -303260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -300327.531250 Penalty: 2632.354980
	Iteration 0F: 3 clusters Score -300327.5 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -301067.875000 Penalty: 2632.354980
	Iteration 1F: 3 clusters Score -301067.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -301270.156250 Penalty: 2632.354980
	Iteration 2F: 3 clusters Score -301270.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -301394.593750 Penalty: 2632.354980
	Iteration 3F: 3 clusters Score -301394.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -301475.937500 Penalty: 2632.354980
	Iteration 4Q: 3 clusters Score -301475.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -301537.562500 Penalty: 2632.354980
	Iteration 5Q: 3 clusters Score -301537.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -301582.812500 Penalty: 2632.354980
	Iteration 6Q: 3 clusters Score -301582.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -301631.750000 Penalty: 2632.354980
	Iteration 7Q: 3 clusters Score -301631.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -301698.937500 Penalty: 2632.354980
	Iteration 8Q: 3 clusters Score -301698.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -301773.781250 Penalty: 2632.354980
	Iteration 9Q: 3 clusters Score -301773.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -301823.750000 Penalty: 2632.354980
	Iteration 10Q: 3 clusters Score -301823.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -301854.437500 Penalty: 2632.354980
	Iteration 11Q: 3 clusters Score -301854.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -301877.156250 Penalty: 2632.354980
	Iteration 12Q: 3 clusters Score -301877.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -301896.625000 Penalty: 2632.354980
	Iteration 13Q: 3 clusters Score -301896.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -301921.468750 Penalty: 2632.354980
	Iteration 14Q: 3 clusters Score -301921.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -301949.281250 Penalty: 2632.354980
	Iteration 15Q: 3 clusters Score -301949.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -301975.750000 Penalty: 2632.354980
	Iteration 16Q: 3 clusters Score -301975.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302005.937500 Penalty: 2632.354980
	Iteration 17Q: 3 clusters Score -302005.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -302025.718750 Penalty: 2632.354980
	Iteration 18Q: 3 clusters Score -302025.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -302035.562500 Penalty: 2632.354980
	Iteration 19Q: 3 clusters Score -302035.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -302044.250000 Penalty: 2632.354980
	Iteration 20F: 3 clusters Score -302044.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -302052.218750 Penalty: 2632.354980
	Iteration 21Q: 3 clusters Score -302052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -302057.875000 Penalty: 2632.354980
	Iteration 22Q: 3 clusters Score -302057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -302063.375000 Penalty: 2632.354980
	Iteration 23Q: 3 clusters Score -302063.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -302068.968750 Penalty: 2632.354980
	Iteration 24Q: 3 clusters Score -302069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -302076.750000 Penalty: 2632.354980
	Iteration 25Q: 3 clusters Score -302076.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -302083.968750 Penalty: 2632.354980
	Iteration 26Q: 3 clusters Score -302084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -302090.593750 Penalty: 2632.354980
	Iteration 27Q: 3 clusters Score -302090.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -302094.281250 Penalty: 2632.354980
	Iteration 28Q: 3 clusters Score -302094.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -302098.218750 Penalty: 2632.354980
	Iteration 29Q: 3 clusters Score -302098.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -302103.312500 Penalty: 2632.354980
	Iteration 30Q: 3 clusters Score -302103.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -302106.062500 Penalty: 2632.354980
	Iteration 31Q: 3 clusters Score -302106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -302107.875000 Penalty: 2632.354980
	Iteration 32Q: 3 clusters Score -302107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -302110.593750 Penalty: 2632.354980
	Iteration 33Q: 3 clusters Score -302110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -302114.906250 Penalty: 2632.354980
	Iteration 34Q: 3 clusters Score -302114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -302120.000000 Penalty: 2632.354980
	Iteration 35Q: 3 clusters Score -302120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -302125.843750 Penalty: 2632.354980
	Iteration 36Q: 3 clusters Score -302125.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -302132.406250 Penalty: 2632.354980
	Iteration 37Q: 3 clusters Score -302132.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -302139.718750 Penalty: 2632.354980
	Iteration 38Q: 3 clusters Score -302139.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -302145.156250 Penalty: 2632.354980
	Iteration 39Q: 3 clusters Score -302145.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -302151.562500 Penalty: 2632.354980
	Iteration 40F: 3 clusters Score -302151.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302155.718750 Penalty: 2632.354980
	Iteration 41Q: 3 clusters Score -302155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -302158.437500 Penalty: 2632.354980
	Iteration 42Q: 3 clusters Score -302158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -302163.343750 Penalty: 2632.354980
	Iteration 43Q: 3 clusters Score -302163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -302169.406250 Penalty: 2632.354980
	Iteration 44Q: 3 clusters Score -302169.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -302174.656250 Penalty: 2632.354980
	Iteration 45Q: 3 clusters Score -302174.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -302179.343750 Penalty: 2632.354980
	Iteration 46Q: 3 clusters Score -302179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -302183.312500 Penalty: 2632.354980
	Iteration 47Q: 3 clusters Score -302183.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -302191.093750 Penalty: 2632.354980
	Iteration 48Q: 3 clusters Score -302191.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -302199.875000 Penalty: 2632.354980
	Iteration 49Q: 3 clusters Score -302199.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -302211.937500 Penalty: 2632.354980
	Iteration 50Q: 3 clusters Score -302211.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -302221.312500 Penalty: 2632.354980
	Iteration 51Q: 3 clusters Score -302221.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -302227.937500 Penalty: 2632.354980
	Iteration 52Q: 3 clusters Score -302227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -302235.781250 Penalty: 2632.354980
	Iteration 53Q: 3 clusters Score -302235.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -302242.656250 Penalty: 2632.354980
	Iteration 54Q: 3 clusters Score -302242.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -302246.781250 Penalty: 2632.354980
	Iteration 55Q: 3 clusters Score -302246.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -302252.625000 Penalty: 2632.354980
	Iteration 56Q: 3 clusters Score -302252.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -302259.906250 Penalty: 2632.354980
	Iteration 57Q: 3 clusters Score -302259.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -302263.937500 Penalty: 2632.354980
	Iteration 58Q: 3 clusters Score -302263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -302265.468750 Penalty: 2632.354980
	Iteration 59Q: 3 clusters Score -302265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -302266.062500 Penalty: 2632.354980
	Iteration 60F: 3 clusters Score -302266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -302267.968750 Penalty: 2632.354980
	Iteration 61Q: 3 clusters Score -302268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -302270.031250 Penalty: 2632.354980
	Iteration 62Q: 3 clusters Score -302270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -302271.062500 Penalty: 2632.354980
	Iteration 63Q: 3 clusters Score -302271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -302271.343750 Penalty: 2632.354980
	Iteration 64Q: 3 clusters Score -302271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -302271.343750 Penalty: 2632.354980
	Iteration 65F: 3 clusters Score -302271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -122485.875000 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -122485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -120811.460938 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -120811.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121160.234375 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -121160.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121292.390625 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -121292.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -121416.515625 Penalty: 2348.754150
	Iteration 3F: 3 clusters Score -121416.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -121520.367188 Penalty: 2348.754150
	Iteration 4F: 3 clusters Score -121520.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -121617.546875 Penalty: 2348.754150
	Iteration 5F: 3 clusters Score -121617.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -121711.500000 Penalty: 2348.754150
	Iteration 6F: 3 clusters Score -121711.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -121810.226562 Penalty: 2348.754150
	Iteration 7F: 3 clusters Score -121810.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -121870.460938 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -121870.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -121913.015625 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -121913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -121942.445312 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -121942.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -121975.140625 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -121975.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -122012.468750 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -122012.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -122034.359375 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -122034.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -122052.695312 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -122052.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -122076.570312 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -122076.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -122094.078125 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -122094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -122124.164062 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -122124.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -122167.039062 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -122167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122199.671875 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -122199.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122221.640625 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -122221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -122241.164062 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -122241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -122244.179688 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -122244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -122246.273438 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -122246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -122246.273438 Penalty: 2348.754150
	Iteration 24F: 3 clusters Score -122246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -131128.890625 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -131128.9 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 708 members 
Entering Unmasked Estep 
Score: -129395.195312 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -129395.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -129703.515625 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -129703.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -129790.609375 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -129790.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -129838.867188 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -129838.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -129863.328125 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -129863.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -129886.132812 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -129886.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -129895.671875 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -129895.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129899.937500 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -129899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -129904.945312 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -129904.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -129909.203125 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -129909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -129914.710938 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -129914.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -129921.304688 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -129921.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -129928.187500 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -129928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129934.109375 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -129934.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129940.515625 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -129940.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129943.757812 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -129943.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129947.414062 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -129947.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129950.789062 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -129950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129952.632812 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -129952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -129953.804688 Penalty: 2362.851562
	Iteration 19Q: 3 clusters Score -129953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -129955.578125 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -129955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129957.078125 Penalty: 2362.851562
	Iteration 21Q: 3 clusters Score -129957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129957.898438 Penalty: 2362.851562
	Iteration 22Q: 3 clusters Score -129957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129957.898438 Penalty: 2362.851562
	Iteration 23F: 3 clusters Score -129957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (31212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Entering Unmasked Estep 
Score: -3080198.750000 Penalty: 1681.640625
	Iteration 0F: 2 clusters Score -3080199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3060715.000000 Penalty: 3363.281250
	Iteration 0F: 3 clusters Score -3060715 nChanged 14445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3068607.250000 Penalty: 3363.281250
	Iteration 1F: 3 clusters Score -3068607 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3068944.500000 Penalty: 3363.281250
	Iteration 2Q: 3 clusters Score -3068944 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3069235.500000 Penalty: 3363.281250
	Iteration 3Q: 3 clusters Score -3069236 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3069561.750000 Penalty: 3363.281250
	Iteration 4Q: 3 clusters Score -3069562 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3069956.000000 Penalty: 3363.281250
	Iteration 5Q: 3 clusters Score -3069956 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3070476.500000 Penalty: 3363.281250
	Iteration 6Q: 3 clusters Score -3070476 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3071168.250000 Penalty: 3363.281250
	Iteration 7Q: 3 clusters Score -3071168 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3072064.500000 Penalty: 3363.281250
	Iteration 8F: 3 clusters Score -3072064 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3073312.750000 Penalty: 3363.281250
	Iteration 9F: 3 clusters Score -3073313 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3074651.250000 Penalty: 3363.281250
	Iteration 10F: 3 clusters Score -3074651 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3075719.000000 Penalty: 3363.281250
	Iteration 11F: 3 clusters Score -3075719 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3076451.000000 Penalty: 3363.281250
	Iteration 12Q: 3 clusters Score -3076451 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3076891.750000 Penalty: 3363.281250
	Iteration 13Q: 3 clusters Score -3076892 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3077225.750000 Penalty: 3363.281250
	Iteration 14Q: 3 clusters Score -3077226 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3077527.500000 Penalty: 3363.281250
	Iteration 15Q: 3 clusters Score -3077528 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3077779.750000 Penalty: 3363.281250
	Iteration 16Q: 3 clusters Score -3077780 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3077987.250000 Penalty: 3363.281250
	Iteration 17Q: 3 clusters Score -3077987 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3078159.500000 Penalty: 3363.281250
	Iteration 18Q: 3 clusters Score -3078160 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3078287.500000 Penalty: 3363.281250
	Iteration 19Q: 3 clusters Score -3078288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3078357.500000 Penalty: 3363.281250
	Iteration 20F: 3 clusters Score -3078358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3078406.500000 Penalty: 3363.281250
	Iteration 21Q: 3 clusters Score -3078406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3078465.500000 Penalty: 3363.281250
	Iteration 22Q: 3 clusters Score -3078466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3078500.250000 Penalty: 3363.281250
	Iteration 23Q: 3 clusters Score -3078500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3078524.000000 Penalty: 3363.281250
	Iteration 24Q: 3 clusters Score -3078524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3078543.250000 Penalty: 3363.281250
	Iteration 25Q: 3 clusters Score -3078543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3078564.000000 Penalty: 3363.281250
	Iteration 26Q: 3 clusters Score -3078564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3078570.250000 Penalty: 3363.281250
	Iteration 27Q: 3 clusters Score -3078570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3078577.750000 Penalty: 3363.281250
	Iteration 28Q: 3 clusters Score -3078578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3078585.500000 Penalty: 3363.281250
	Iteration 29Q: 3 clusters Score -3078586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3078591.250000 Penalty: 3363.281250
	Iteration 30Q: 3 clusters Score -3078591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3078600.000000 Penalty: 3363.281250
	Iteration 31Q: 3 clusters Score -3078600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3078609.750000 Penalty: 3363.281250
	Iteration 32Q: 3 clusters Score -3078610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3078629.250000 Penalty: 3363.281250
	Iteration 33Q: 3 clusters Score -3078629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3078635.000000 Penalty: 3363.281250
	Iteration 34Q: 3 clusters Score -3078635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3078636.250000 Penalty: 3363.281250
	Iteration 35Q: 3 clusters Score -3078636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3078642.500000 Penalty: 3363.281250
	Iteration 36Q: 3 clusters Score -3078642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3078642.500000 Penalty: 3363.281250
	Iteration 37F: 3 clusters Score -3078642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -465463.125000 Penalty: 1381.752930
	Iteration 0F: 2 clusters Score -465463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -461549.500000 Penalty: 2763.505859
	Iteration 0F: 3 clusters Score -461549.5 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -462585.218750 Penalty: 2763.505859
	Iteration 1F: 3 clusters Score -462585.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -462749.906250 Penalty: 2763.505859
	Iteration 2F: 3 clusters Score -462749.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -462853.750000 Penalty: 2763.505859
	Iteration 3Q: 3 clusters Score -462853.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -462936.031250 Penalty: 2763.505859
	Iteration 4Q: 3 clusters Score -462936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -462998.281250 Penalty: 2763.505859
	Iteration 5Q: 3 clusters Score -462998.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -463046.312500 Penalty: 2763.505859
	Iteration 6Q: 3 clusters Score -463046.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -463099.218750 Penalty: 2763.505859
	Iteration 7Q: 3 clusters Score -463099.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -463154.500000 Penalty: 2763.505859
	Iteration 8Q: 3 clusters Score -463154.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -463204.031250 Penalty: 2763.505859
	Iteration 9Q: 3 clusters Score -463204 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -463253.656250 Penalty: 2763.505859
	Iteration 10Q: 3 clusters Score -463253.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -463311.343750 Penalty: 2763.505859
	Iteration 11Q: 3 clusters Score -463311.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -463362.093750 Penalty: 2763.505859
	Iteration 12Q: 3 clusters Score -463362.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -463407.281250 Penalty: 2763.505859
	Iteration 13Q: 3 clusters Score -463407.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -463466.093750 Penalty: 2763.505859
	Iteration 14Q: 3 clusters Score -463466.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -463542.375000 Penalty: 2763.505859
	Iteration 15Q: 3 clusters Score -463542.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -463625.218750 Penalty: 2763.505859
	Iteration 16Q: 3 clusters Score -463625.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -463701.000000 Penalty: 2763.505859
	Iteration 17Q: 3 clusters Score -463701 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -463779.250000 Penalty: 2763.505859
	Iteration 18Q: 3 clusters Score -463779.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -463874.843750 Penalty: 2763.505859
	Iteration 19Q: 3 clusters Score -463874.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -463962.750000 Penalty: 2763.505859
	Iteration 20F: 3 clusters Score -463962.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -464015.656250 Penalty: 2763.505859
	Iteration 21Q: 3 clusters Score -464015.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -464065.125000 Penalty: 2763.505859
	Iteration 22Q: 3 clusters Score -464065.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -464100.906250 Penalty: 2763.505859
	Iteration 23Q: 3 clusters Score -464100.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -464134.687500 Penalty: 2763.505859
	Iteration 24Q: 3 clusters Score -464134.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -464158.687500 Penalty: 2763.505859
	Iteration 25Q: 3 clusters Score -464158.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -464181.812500 Penalty: 2763.505859
	Iteration 26Q: 3 clusters Score -464181.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -464209.718750 Penalty: 2763.505859
	Iteration 27Q: 3 clusters Score -464209.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -464232.437500 Penalty: 2763.505859
	Iteration 28Q: 3 clusters Score -464232.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -464247.687500 Penalty: 2763.505859
	Iteration 29Q: 3 clusters Score -464247.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -464258.937500 Penalty: 2763.505859
	Iteration 30Q: 3 clusters Score -464258.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -464269.343750 Penalty: 2763.505859
	Iteration 31Q: 3 clusters Score -464269.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -464279.093750 Penalty: 2763.505859
	Iteration 32Q: 3 clusters Score -464279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -464284.093750 Penalty: 2763.505859
	Iteration 33Q: 3 clusters Score -464284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -464288.937500 Penalty: 2763.505859
	Iteration 34Q: 3 clusters Score -464288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -464288.093750 Penalty: 2763.505859
	Iteration 35Q: 3 clusters Score -464288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -464289.562500 Penalty: 2763.505859
	Iteration 36Q: 3 clusters Score -464289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -464290.250000 Penalty: 2763.505859
	Iteration 37Q: 3 clusters Score -464290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -464292.062500 Penalty: 2763.505859
	Iteration 38Q: 3 clusters Score -464292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -464293.500000 Penalty: 2763.505859
	Iteration 39Q: 3 clusters Score -464293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -464293.593750 Penalty: 2763.505859
	Iteration 40F: 3 clusters Score -464293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -464294.406250 Penalty: 2763.505859
	Iteration 41Q: 3 clusters Score -464294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -464294.406250 Penalty: 2763.505859
	Iteration 42F: 3 clusters Score -464294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -695275.500000 Penalty: 1449.996948
	Iteration 0F: 2 clusters Score -695275.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -689759.062500 Penalty: 2899.993896
	Iteration 0F: 3 clusters Score -689759.1 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -691313.250000 Penalty: 2899.993896
	Iteration 1F: 3 clusters Score -691313.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -691488.437500 Penalty: 2899.993896
	Iteration 2F: 3 clusters Score -691488.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -691658.250000 Penalty: 2899.993896
	Iteration 3Q: 3 clusters Score -691658.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -691851.687500 Penalty: 2899.993896
	Iteration 4Q: 3 clusters Score -691851.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -692068.375000 Penalty: 2899.993896
	Iteration 5Q: 3 clusters Score -692068.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -692293.312500 Penalty: 2899.993896
	Iteration 6Q: 3 clusters Score -692293.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -692534.375000 Penalty: 2899.993896
	Iteration 7F: 3 clusters Score -692534.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -692794.312500 Penalty: 2899.993896
	Iteration 8F: 3 clusters Score -692794.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -693077.312500 Penalty: 2899.993896
	Iteration 9F: 3 clusters Score -693077.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -693394.687500 Penalty: 2899.993896
	Iteration 10F: 3 clusters Score -693394.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -693666.687500 Penalty: 2899.993896
	Iteration 11Q: 3 clusters Score -693666.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -693889.437500 Penalty: 2899.993896
	Iteration 12Q: 3 clusters Score -693889.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -694056.875000 Penalty: 2899.993896
	Iteration 13Q: 3 clusters Score -694056.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -694188.750000 Penalty: 2899.993896
	Iteration 14Q: 3 clusters Score -694188.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -694303.687500 Penalty: 2899.993896
	Iteration 15Q: 3 clusters Score -694303.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -694392.375000 Penalty: 2899.993896
	Iteration 16Q: 3 clusters Score -694392.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -694462.562500 Penalty: 2899.993896
	Iteration 17Q: 3 clusters Score -694462.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -694502.687500 Penalty: 2899.993896
	Iteration 18Q: 3 clusters Score -694502.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -694533.125000 Penalty: 2899.993896
	Iteration 19Q: 3 clusters Score -694533.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -694560.750000 Penalty: 2899.993896
	Iteration 20F: 3 clusters Score -694560.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -694581.187500 Penalty: 2899.993896
	Iteration 21Q: 3 clusters Score -694581.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -694606.000000 Penalty: 2899.993896
	Iteration 22Q: 3 clusters Score -694606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -694632.062500 Penalty: 2899.993896
	Iteration 23Q: 3 clusters Score -694632.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -694644.937500 Penalty: 2899.993896
	Iteration 24Q: 3 clusters Score -694644.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -694653.062500 Penalty: 2899.993896
	Iteration 25Q: 3 clusters Score -694653.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -694656.812500 Penalty: 2899.993896
	Iteration 26Q: 3 clusters Score -694656.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -694661.187500 Penalty: 2899.993896
	Iteration 27Q: 3 clusters Score -694661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -694665.812500 Penalty: 2899.993896
	Iteration 28Q: 3 clusters Score -694665.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -694668.437500 Penalty: 2899.993896
	Iteration 29Q: 3 clusters Score -694668.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -694669.437500 Penalty: 2899.993896
	Iteration 30Q: 3 clusters Score -694669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -694673.375000 Penalty: 2899.993896
	Iteration 31Q: 3 clusters Score -694673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -694674.000000 Penalty: 2899.993896
	Iteration 32Q: 3 clusters Score -694674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -694674.812500 Penalty: 2899.993896
	Iteration 33Q: 3 clusters Score -694674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -694676.187500 Penalty: 2899.993896
	Iteration 34Q: 3 clusters Score -694676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -694677.187500 Penalty: 2899.993896
	Iteration 35Q: 3 clusters Score -694677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -694677.187500 Penalty: 2899.993896
	Iteration 36F: 3 clusters Score -694677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 36689 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23136 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45404 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38804 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21347 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 23965 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 3293 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31212 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774280.000000 Penalty: 96567.195312
Iteration 399Q: 46 clusters Score -4.977428e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 36740 members 
Mstep: Class 6 contains 40027 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23277 members 
Mstep: Class 9 contains 24688 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40759 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5045 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 6502 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1264 members 
Mstep: Class 26 contains 38796 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21334 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1809 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 24351 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 12011 members 
Mstep: Class 40 contains 3295 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31365 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775360.000000 Penalty: 96567.195312
Iteration 400F: 46 clusters Score -4.977536e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7098 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5544 members 
Mstep: Class 5 contains 36513 members 
Mstep: Class 6 contains 40021 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 23385 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45614 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5842 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6501 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 38776 members 
Mstep: Class 27 contains 3655 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 1561 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21331 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 24618 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 11333 members 
Mstep: Class 40 contains 3296 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31477 members 
Mstep: Class 44 contains 4931 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774688.000000 Penalty: 96567.195312
Iteration 401Q: 46 clusters Score -4.977469e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7098 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 36473 members 
Mstep: Class 6 contains 40021 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23502 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40747 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45621 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6502 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 38754 members 
Mstep: Class 27 contains 3655 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21317 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 24841 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 10942 members 
Mstep: Class 40 contains 3297 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31589 members 
Mstep: Class 44 contains 4933 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774328.000000 Penalty: 96567.195312
Iteration 402Q: 46 clusters Score -4.977433e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 36460 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23612 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40741 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45493 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5850 members 
Mstep: Class 21 contains 5041 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6500 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38737 members 
Mstep: Class 27 contains 3655 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1560 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21310 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 25017 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 10729 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31681 members 
Mstep: Class 44 contains 4935 members 
Mstep: Class 45 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774260.000000 Penalty: 96567.195312
Iteration 403Q: 46 clusters Score -4.977426e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 36400 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23745 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40732 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45302 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6497 members 
Mstep: Class 24 contains 12571 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 38722 members 
Mstep: Class 27 contains 3655 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1558 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21311 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 25222 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 10617 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31744 members 
Mstep: Class 44 contains 4934 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774240.000000 Penalty: 96567.195312
Iteration 404Q: 46 clusters Score -4.977424e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 36312 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23840 members 
Mstep: Class 9 contains 24691 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40724 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 45076 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 5038 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6495 members 
Mstep: Class 24 contains 12568 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1556 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21319 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1817 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 25426 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 10621 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31768 members 
Mstep: Class 44 contains 4935 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774196.000000 Penalty: 96567.195312
Iteration 405Q: 46 clusters Score -4.97742e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5528 members 
Mstep: Class 5 contains 36200 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23910 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40720 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 44842 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 5038 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 12566 members 
Mstep: Class 25 contains 1267 members 
Mstep: Class 26 contains 38705 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1556 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21313 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 25600 members 
Mstep: Class 38 contains 1485 members 
Mstep: Class 39 contains 10710 members 
Mstep: Class 40 contains 3302 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31801 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774464.000000 Penalty: 96567.195312
Iteration 406Q: 46 clusters Score -4.977446e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 36078 members 
Mstep: Class 6 contains 40021 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23946 members 
Mstep: Class 9 contains 24694 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40717 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 44545 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6485 members 
Mstep: Class 24 contains 12568 members 
Mstep: Class 25 contains 1271 members 
Mstep: Class 26 contains 38705 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1556 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21311 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 25772 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 3303 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31804 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774604.000000 Penalty: 96567.195312
Iteration 407Q: 46 clusters Score -4.97746e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38344 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 35996 members 
Mstep: Class 6 contains 40020 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23998 members 
Mstep: Class 9 contains 24696 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40717 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 44201 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6486 members 
Mstep: Class 24 contains 12568 members 
Mstep: Class 25 contains 1273 members 
Mstep: Class 26 contains 38702 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1555 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21311 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 25914 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 11138 members 
Mstep: Class 40 contains 3303 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31808 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775028.000000 Penalty: 96567.195312
Iteration 408Q: 46 clusters Score -4.977503e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 35916 members 
Mstep: Class 6 contains 40022 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24061 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40714 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 43873 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6483 members 
Mstep: Class 24 contains 12570 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 38696 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4991 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21312 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 26056 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 11352 members 
Mstep: Class 40 contains 3304 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31805 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775336.000000 Penalty: 96567.195312
Iteration 409Q: 46 clusters Score -4.977534e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38344 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 35833 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24110 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40712 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 43550 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6482 members 
Mstep: Class 24 contains 12575 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38699 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21308 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 26162 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 11612 members 
Mstep: Class 40 contains 3306 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31804 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775544.000000 Penalty: 96567.195312
Iteration 410Q: 46 clusters Score -4.977554e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38344 members 
Mstep: Class 4 contains 5514 members 
Mstep: Class 5 contains 35736 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24139 members 
Mstep: Class 9 contains 24695 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40710 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 43172 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6481 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38704 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21304 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 26273 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 11964 members 
Mstep: Class 40 contains 3306 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31785 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776060.000000 Penalty: 96567.195312
Iteration 411Q: 46 clusters Score -4.977606e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 35674 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24161 members 
Mstep: Class 9 contains 24696 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40710 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 42817 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5856 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6482 members 
Mstep: Class 24 contains 12579 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38707 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21300 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 26354 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 12305 members 
Mstep: Class 40 contains 3306 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31759 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776392.000000 Penalty: 96567.195312
Iteration 412Q: 46 clusters Score -4.977639e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 5504 members 
Mstep: Class 5 contains 35583 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24169 members 
Mstep: Class 9 contains 24696 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40709 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 42423 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6483 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38710 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21299 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 26426 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 12734 members 
Mstep: Class 40 contains 3306 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31739 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776660.000000 Penalty: 96567.195312
Iteration 413Q: 46 clusters Score -4.977666e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 38346 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24151 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40711 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 42035 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5858 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6481 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21296 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 26483 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 13202 members 
Mstep: Class 40 contains 3307 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31713 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776976.000000 Penalty: 96567.195312
Iteration 414Q: 46 clusters Score -4.977698e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 5494 members 
Mstep: Class 5 contains 35391 members 
Mstep: Class 6 contains 40009 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24126 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40711 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 41672 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5860 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21296 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 26516 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 13694 members 
Mstep: Class 40 contains 3307 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31676 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777240.000000 Penalty: 96567.195312
Iteration 415Q: 46 clusters Score -4.977724e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38347 members 
Mstep: Class 4 contains 5482 members 
Mstep: Class 5 contains 35288 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24093 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40710 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 41282 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5861 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 12578 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 38718 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21295 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 26546 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 14230 members 
Mstep: Class 40 contains 3307 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31639 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777804.000000 Penalty: 96567.195312
Iteration 416Q: 46 clusters Score -4.97778e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38348 members 
Mstep: Class 4 contains 5473 members 
Mstep: Class 5 contains 35185 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24049 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40708 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 40939 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5860 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 1281 members 
Mstep: Class 26 contains 38722 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21294 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 26587 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 14721 members 
Mstep: Class 40 contains 3307 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31607 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778220.000000 Penalty: 96567.195312
Iteration 417Q: 46 clusters Score -4.977822e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38352 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 35102 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24006 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40706 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 40586 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 1284 members 
Mstep: Class 26 contains 38729 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21295 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 26568 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 15249 members 
Mstep: Class 40 contains 3307 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31572 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778524.000000 Penalty: 96567.195312
Iteration 418Q: 46 clusters Score -4.977852e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38353 members 
Mstep: Class 4 contains 5459 members 
Mstep: Class 5 contains 35050 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23964 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40706 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 40223 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12578 members 
Mstep: Class 25 contains 1285 members 
Mstep: Class 26 contains 38732 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21299 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 26547 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 15769 members 
Mstep: Class 40 contains 3307 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31527 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778936.000000 Penalty: 96567.195312
Iteration 419Q: 46 clusters Score -4.977894e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38354 members 
Mstep: Class 4 contains 5455 members 
Mstep: Class 5 contains 35017 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23935 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40706 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 39889 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12579 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 38730 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21302 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 26534 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 16224 members 
Mstep: Class 40 contains 3307 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31481 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779356.000000 Penalty: 96567.195312
Iteration 420F: 46 clusters Score -4.977936e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38355 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 5 contains 34947 members 
Mstep: Class 6 contains 40010 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23869 members 
Mstep: Class 9 contains 24695 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40707 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 39474 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12579 members 
Mstep: Class 25 contains 1285 members 
Mstep: Class 26 contains 38731 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21302 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 26516 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 16836 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31443 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779684.000000 Penalty: 96567.195312
Iteration 421Q: 46 clusters Score -4.977968e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38355 members 
Mstep: Class 4 contains 5449 members 
Mstep: Class 5 contains 34896 members 
Mstep: Class 6 contains 40010 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23776 members 
Mstep: Class 9 contains 24695 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40709 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 39056 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5868 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12579 members 
Mstep: Class 25 contains 1285 members 
Mstep: Class 26 contains 38729 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21300 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 26499 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 17459 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31396 members 
Mstep: Class 44 contains 4937 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780112.000000 Penalty: 96567.195312
Iteration 422Q: 46 clusters Score -4.978011e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38355 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 34860 members 
Mstep: Class 6 contains 40003 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23677 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40715 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 38632 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5867 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12579 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 38730 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21303 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 26441 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 18124 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31346 members 
Mstep: Class 44 contains 4938 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780332.000000 Penalty: 96567.195312
Iteration 423Q: 46 clusters Score -4.978033e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38355 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 5 contains 34826 members 
Mstep: Class 6 contains 40001 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23593 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40718 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 38188 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5868 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12579 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 38729 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21304 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1819 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 26355 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 18808 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31312 members 
Mstep: Class 44 contains 4938 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780776.000000 Penalty: 96567.195312
Iteration 424Q: 46 clusters Score -4.978078e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38356 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 5 contains 34804 members 
Mstep: Class 6 contains 40003 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23498 members 
Mstep: Class 9 contains 24696 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40718 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 37763 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5868 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12581 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38732 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21303 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 26260 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31271 members 
Mstep: Class 44 contains 4938 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781084.000000 Penalty: 96567.195312
Iteration 425Q: 46 clusters Score -4.978108e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38356 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 5 contains 34755 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23403 members 
Mstep: Class 9 contains 24698 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 37332 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12581 members 
Mstep: Class 25 contains 1292 members 
Mstep: Class 26 contains 38730 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21304 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 26153 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 20206 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31223 members 
Mstep: Class 44 contains 4938 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781484.000000 Penalty: 96567.195312
Iteration 426Q: 46 clusters Score -4.978148e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38355 members 
Mstep: Class 4 contains 5419 members 
Mstep: Class 5 contains 34699 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23330 members 
Mstep: Class 9 contains 24699 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40720 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 36894 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12581 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38731 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21302 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 26031 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 20939 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31184 members 
Mstep: Class 44 contains 4938 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781784.000000 Penalty: 96567.195312
Iteration 427Q: 46 clusters Score -4.978178e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38355 members 
Mstep: Class 4 contains 5416 members 
Mstep: Class 5 contains 34656 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23248 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40724 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 36461 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 12583 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38733 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21306 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 25914 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 21642 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31134 members 
Mstep: Class 44 contains 4939 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782084.000000 Penalty: 96567.195312
Iteration 428Q: 46 clusters Score -4.978208e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38357 members 
Mstep: Class 4 contains 5411 members 
Mstep: Class 5 contains 34604 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23170 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40728 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5880 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 12586 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38736 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21308 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 25784 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 22348 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31094 members 
Mstep: Class 44 contains 4939 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782140.000000 Penalty: 96567.195312
Iteration 429Q: 46 clusters Score -4.978214e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 38358 members 
Mstep: Class 4 contains 5414 members 
Mstep: Class 5 contains 34544 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23109 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40729 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 35675 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 1292 members 
Mstep: Class 26 contains 38741 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21309 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 25648 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 22999 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31065 members 
Mstep: Class 44 contains 4939 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782396.000000 Penalty: 96567.195312
Iteration 430Q: 46 clusters Score -4.97824e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7104 members 
Mstep: Class 3 contains 38359 members 
Mstep: Class 4 contains 5419 members 
Mstep: Class 5 contains 34532 members 
Mstep: Class 6 contains 40009 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23035 members 
Mstep: Class 9 contains 24696 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40730 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 35344 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5876 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38746 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21305 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30132 members 
Mstep: Class 37 contains 25504 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 23578 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31041 members 
Mstep: Class 44 contains 4939 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782500.000000 Penalty: 96567.195312
Iteration 431Q: 46 clusters Score -4.97825e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7106 members 
Mstep: Class 3 contains 38360 members 
Mstep: Class 4 contains 5422 members 
Mstep: Class 5 contains 34505 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22987 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40733 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 35033 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5869 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38749 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21301 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30131 members 
Mstep: Class 37 contains 25365 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 24135 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31006 members 
Mstep: Class 44 contains 4939 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782744.000000 Penalty: 96567.195312
Iteration 432Q: 46 clusters Score -4.978274e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7108 members 
Mstep: Class 3 contains 38362 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 5 contains 34478 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22929 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 34760 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5868 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38746 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21308 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 25219 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 24671 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30960 members 
Mstep: Class 44 contains 4939 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782760.000000 Penalty: 96567.195312
Iteration 433Q: 46 clusters Score -4.978276e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 38362 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 34451 members 
Mstep: Class 6 contains 40022 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22881 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40732 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 34510 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38745 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21316 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30130 members 
Mstep: Class 37 contains 25097 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 25156 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30914 members 
Mstep: Class 44 contains 4940 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782552.000000 Penalty: 96567.195312
Iteration 434Q: 46 clusters Score -4.978255e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 38363 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 34433 members 
Mstep: Class 6 contains 40021 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22849 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40732 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 34263 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 5038 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 38743 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21321 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30129 members 
Mstep: Class 37 contains 24983 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 25596 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30884 members 
Mstep: Class 44 contains 4941 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782396.000000 Penalty: 96567.195312
Iteration 435Q: 46 clusters Score -4.97824e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 34424 members 
Mstep: Class 6 contains 40024 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22809 members 
Mstep: Class 9 contains 24699 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 34069 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5858 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 38748 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 21317 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 24863 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 25994 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30848 members 
Mstep: Class 44 contains 4942 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782036.000000 Penalty: 96567.195312
Iteration 436Q: 46 clusters Score -4.978204e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 34420 members 
Mstep: Class 6 contains 40029 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22778 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40734 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33902 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 38757 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 21320 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 24758 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 26321 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30807 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781844.000000 Penalty: 96567.195312
Iteration 437Q: 46 clusters Score -4.978184e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5424 members 
Mstep: Class 5 contains 34422 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22736 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40739 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33765 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 38763 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 21320 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 24663 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 26605 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30777 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781648.000000 Penalty: 96567.195312
Iteration 438Q: 46 clusters Score -4.978165e+07 nChanged 623
Entering ConstructFrom: 
Score: -49781648.000000 Penalty: 96567.195312
Entering ConstructFrom: 
Trying to split cluster 1 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -358454.218750 Penalty: 1340.130615
	Iteration 0F: 2 clusters Score -358454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -355204.125000 Penalty: 2680.261230
	Iteration 0F: 3 clusters Score -355204.1 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -356001.750000 Penalty: 2680.261230
	Iteration 1F: 3 clusters Score -356001.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -356171.343750 Penalty: 2680.261230
	Iteration 2F: 3 clusters Score -356171.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -356310.812500 Penalty: 2680.261230
	Iteration 3F: 3 clusters Score -356310.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -356410.125000 Penalty: 2680.261230
	Iteration 4Q: 3 clusters Score -356410.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -356476.843750 Penalty: 2680.261230
	Iteration 5Q: 3 clusters Score -356476.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -356529.906250 Penalty: 2680.261230
	Iteration 6Q: 3 clusters Score -356529.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -356582.593750 Penalty: 2680.261230
	Iteration 7Q: 3 clusters Score -356582.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -356627.812500 Penalty: 2680.261230
	Iteration 8Q: 3 clusters Score -356627.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -356665.812500 Penalty: 2680.261230
	Iteration 9Q: 3 clusters Score -356665.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -356703.093750 Penalty: 2680.261230
	Iteration 10Q: 3 clusters Score -356703.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -356729.718750 Penalty: 2680.261230
	Iteration 11Q: 3 clusters Score -356729.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -356752.062500 Penalty: 2680.261230
	Iteration 12Q: 3 clusters Score -356752.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -356777.843750 Penalty: 2680.261230
	Iteration 13Q: 3 clusters Score -356777.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -356804.500000 Penalty: 2680.261230
	Iteration 14Q: 3 clusters Score -356804.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -356832.718750 Penalty: 2680.261230
	Iteration 15Q: 3 clusters Score -356832.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -356866.062500 Penalty: 2680.261230
	Iteration 16Q: 3 clusters Score -356866.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -356891.875000 Penalty: 2680.261230
	Iteration 17Q: 3 clusters Score -356891.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -356921.125000 Penalty: 2680.261230
	Iteration 18Q: 3 clusters Score -356921.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -356947.312500 Penalty: 2680.261230
	Iteration 19Q: 3 clusters Score -356947.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -356972.031250 Penalty: 2680.261230
	Iteration 20F: 3 clusters Score -356972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -356999.437500 Penalty: 2680.261230
	Iteration 21Q: 3 clusters Score -356999.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -357016.593750 Penalty: 2680.261230
	Iteration 22Q: 3 clusters Score -357016.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -357032.625000 Penalty: 2680.261230
	Iteration 23Q: 3 clusters Score -357032.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -357054.375000 Penalty: 2680.261230
	Iteration 24Q: 3 clusters Score -357054.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -357079.531250 Penalty: 2680.261230
	Iteration 25Q: 3 clusters Score -357079.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -357099.062500 Penalty: 2680.261230
	Iteration 26Q: 3 clusters Score -357099.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -357111.375000 Penalty: 2680.261230
	Iteration 27Q: 3 clusters Score -357111.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -357122.500000 Penalty: 2680.261230
	Iteration 28Q: 3 clusters Score -357122.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -357125.968750 Penalty: 2680.261230
	Iteration 29Q: 3 clusters Score -357126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -357130.093750 Penalty: 2680.261230
	Iteration 30Q: 3 clusters Score -357130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -357132.875000 Penalty: 2680.261230
	Iteration 31Q: 3 clusters Score -357132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -357138.625000 Penalty: 2680.261230
	Iteration 32Q: 3 clusters Score -357138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -357143.656250 Penalty: 2680.261230
	Iteration 33Q: 3 clusters Score -357143.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -357147.375000 Penalty: 2680.261230
	Iteration 34Q: 3 clusters Score -357147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -357150.093750 Penalty: 2680.261230
	Iteration 35Q: 3 clusters Score -357150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -357152.031250 Penalty: 2680.261230
	Iteration 36Q: 3 clusters Score -357152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -357153.312500 Penalty: 2680.261230
	Iteration 37Q: 3 clusters Score -357153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -357154.531250 Penalty: 2680.261230
	Iteration 38Q: 3 clusters Score -357154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -357154.531250 Penalty: 2680.261230
	Iteration 39F: 3 clusters Score -357154.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -688079.375000 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -688079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -682832.125000 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -682832.1 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -684333.062500 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -684333.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -684627.250000 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -684627.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -684861.687500 Penalty: 2882.645752
	Iteration 3F: 3 clusters Score -684861.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -685115.937500 Penalty: 2882.645752
	Iteration 4F: 3 clusters Score -685115.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -685356.312500 Penalty: 2882.645752
	Iteration 5F: 3 clusters Score -685356.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -685607.062500 Penalty: 2882.645752
	Iteration 6F: 3 clusters Score -685607.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -685824.187500 Penalty: 2882.645752
	Iteration 7Q: 3 clusters Score -685824.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -686061.250000 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -686061.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -686313.437500 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -686313.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -686512.500000 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -686512.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -686623.125000 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -686623.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -686697.187500 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -686697.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -686751.437500 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -686751.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -686789.500000 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -686789.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -686819.750000 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -686819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -686839.875000 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -686839.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -686853.125000 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -686853.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -686862.187500 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -686862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -686870.187500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -686870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -686877.625000 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -686877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -686878.937500 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -686878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -686884.875000 Penalty: 2882.645752
	Iteration 22Q: 3 clusters Score -686884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -686891.750000 Penalty: 2882.645752
	Iteration 23Q: 3 clusters Score -686891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -686901.500000 Penalty: 2882.645752
	Iteration 24Q: 3 clusters Score -686901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -686909.562500 Penalty: 2882.645752
	Iteration 25Q: 3 clusters Score -686909.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -686918.687500 Penalty: 2882.645752
	Iteration 26Q: 3 clusters Score -686918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -686920.625000 Penalty: 2882.645752
	Iteration 27Q: 3 clusters Score -686920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -686923.000000 Penalty: 2882.645752
	Iteration 28Q: 3 clusters Score -686923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -686923.000000 Penalty: 2882.645752
	Iteration 29F: 3 clusters Score -686923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Entering Unmasked Estep 
Score: -3673038.000000 Penalty: 1715.171387
	Iteration 0F: 2 clusters Score -3673038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3647893.750000 Penalty: 3430.342773
	Iteration 0F: 3 clusters Score -3647894 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3657849.500000 Penalty: 3430.342773
	Iteration 1F: 3 clusters Score -3657850 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3658508.000000 Penalty: 3430.342773
	Iteration 2Q: 3 clusters Score -3658508 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3659305.000000 Penalty: 3430.342773
	Iteration 3F: 3 clusters Score -3659305 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3660335.250000 Penalty: 3430.342773
	Iteration 4F: 3 clusters Score -3660335 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3661558.000000 Penalty: 3430.342773
	Iteration 5F: 3 clusters Score -3661558 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3662958.250000 Penalty: 3430.342773
	Iteration 6F: 3 clusters Score -3662958 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3664358.250000 Penalty: 3430.342773
	Iteration 7F: 3 clusters Score -3664358 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3665509.500000 Penalty: 3430.342773
	Iteration 8F: 3 clusters Score -3665510 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3666253.500000 Penalty: 3430.342773
	Iteration 9Q: 3 clusters Score -3666254 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3666717.000000 Penalty: 3430.342773
	Iteration 10Q: 3 clusters Score -3666717 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3666952.500000 Penalty: 3430.342773
	Iteration 11Q: 3 clusters Score -3666952 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3667065.500000 Penalty: 3430.342773
	Iteration 12Q: 3 clusters Score -3667066 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3667148.750000 Penalty: 3430.342773
	Iteration 13Q: 3 clusters Score -3667149 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3667243.000000 Penalty: 3430.342773
	Iteration 14Q: 3 clusters Score -3667243 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3667335.500000 Penalty: 3430.342773
	Iteration 15Q: 3 clusters Score -3667336 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3667404.250000 Penalty: 3430.342773
	Iteration 16Q: 3 clusters Score -3667404 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3667488.000000 Penalty: 3430.342773
	Iteration 17Q: 3 clusters Score -3667488 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3667598.750000 Penalty: 3430.342773
	Iteration 18Q: 3 clusters Score -3667599 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3667722.250000 Penalty: 3430.342773
	Iteration 19Q: 3 clusters Score -3667722 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3667838.000000 Penalty: 3430.342773
	Iteration 20F: 3 clusters Score -3667838 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3667958.500000 Penalty: 3430.342773
	Iteration 21Q: 3 clusters Score -3667958 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -3668073.000000 Penalty: 3430.342773
	Iteration 22Q: 3 clusters Score -3668073 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -3668200.000000 Penalty: 3430.342773
	Iteration 23Q: 3 clusters Score -3668200 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3668366.000000 Penalty: 3430.342773
	Iteration 24Q: 3 clusters Score -3668366 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3668554.250000 Penalty: 3430.342773
	Iteration 25Q: 3 clusters Score -3668554 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3668752.000000 Penalty: 3430.342773
	Iteration 26Q: 3 clusters Score -3668752 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3668984.000000 Penalty: 3430.342773
	Iteration 27Q: 3 clusters Score -3668984 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3669209.250000 Penalty: 3430.342773
	Iteration 28Q: 3 clusters Score -3669209 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -3669427.750000 Penalty: 3430.342773
	Iteration 29Q: 3 clusters Score -3669428 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3669697.000000 Penalty: 3430.342773
	Iteration 30Q: 3 clusters Score -3669697 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -3669983.500000 Penalty: 3430.342773
	Iteration 31Q: 3 clusters Score -3669984 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -3670280.250000 Penalty: 3430.342773
	Iteration 32Q: 3 clusters Score -3670280 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3670633.500000 Penalty: 3430.342773
	Iteration 33Q: 3 clusters Score -3670634 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -3670912.750000 Penalty: 3430.342773
	Iteration 34Q: 3 clusters Score -3670913 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -3671146.250000 Penalty: 3430.342773
	Iteration 35Q: 3 clusters Score -3671146 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3671356.000000 Penalty: 3430.342773
	Iteration 36Q: 3 clusters Score -3671356 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -3671518.750000 Penalty: 3430.342773
	Iteration 37Q: 3 clusters Score -3671519 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3671630.750000 Penalty: 3430.342773
	Iteration 38Q: 3 clusters Score -3671631 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -3671731.000000 Penalty: 3430.342773
	Iteration 39Q: 3 clusters Score -3671731 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -3671808.500000 Penalty: 3430.342773
	Iteration 40F: 3 clusters Score -3671808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3671884.250000 Penalty: 3430.342773
	Iteration 41Q: 3 clusters Score -3671884 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -3671926.500000 Penalty: 3430.342773
	Iteration 42Q: 3 clusters Score -3671926 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -3671956.500000 Penalty: 3430.342773
	Iteration 43Q: 3 clusters Score -3671956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -3671992.500000 Penalty: 3430.342773
	Iteration 44Q: 3 clusters Score -3671992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -3672012.250000 Penalty: 3430.342773
	Iteration 45Q: 3 clusters Score -3672012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -3672030.750000 Penalty: 3430.342773
	Iteration 46Q: 3 clusters Score -3672031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -3672039.500000 Penalty: 3430.342773
	Iteration 47Q: 3 clusters Score -3672040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -3672036.750000 Penalty: 3430.342773
	Iteration 48Q: 3 clusters Score -3672037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -3672023.000000 Penalty: 3430.342773
	Iteration 49Q: 3 clusters Score -3672023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -3672031.500000 Penalty: 3430.342773
	Iteration 50Q: 3 clusters Score -3672032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3672030.250000 Penalty: 3430.342773
	Iteration 51Q: 3 clusters Score -3672030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3672032.750000 Penalty: 3430.342773
	Iteration 52Q: 3 clusters Score -3672033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -3672028.500000 Penalty: 3430.342773
	Iteration 53Q: 3 clusters Score -3672028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -3672028.500000 Penalty: 3430.342773
	Iteration 54Q: 3 clusters Score -3672028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -3672028.000000 Penalty: 3430.342773
	Iteration 55Q: 3 clusters Score -3672028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3672026.750000 Penalty: 3430.342773
	Iteration 56Q: 3 clusters Score -3672027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3672027.000000 Penalty: 3430.342773
	Iteration 57Q: 3 clusters Score -3672027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -3672025.250000 Penalty: 3430.342773
	Iteration 58Q: 3 clusters Score -3672025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -3672025.250000 Penalty: 3430.342773
	Iteration 59F: 3 clusters Score -3672025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -486753.468750 Penalty: 1397.270752
	Iteration 0F: 2 clusters Score -486753.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -482516.218750 Penalty: 2794.541504
	Iteration 0F: 3 clusters Score -482516.2 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -483714.281250 Penalty: 2794.541504
	Iteration 1F: 3 clusters Score -483714.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -483942.156250 Penalty: 2794.541504
	Iteration 2F: 3 clusters Score -483942.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -484114.125000 Penalty: 2794.541504
	Iteration 3F: 3 clusters Score -484114.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -484251.250000 Penalty: 2794.541504
	Iteration 4Q: 3 clusters Score -484251.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -484362.500000 Penalty: 2794.541504
	Iteration 5Q: 3 clusters Score -484362.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -484468.687500 Penalty: 2794.541504
	Iteration 6Q: 3 clusters Score -484468.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -484558.593750 Penalty: 2794.541504
	Iteration 7Q: 3 clusters Score -484558.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -484633.937500 Penalty: 2794.541504
	Iteration 8Q: 3 clusters Score -484633.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -484703.593750 Penalty: 2794.541504
	Iteration 9Q: 3 clusters Score -484703.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -484775.062500 Penalty: 2794.541504
	Iteration 10Q: 3 clusters Score -484775.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -484852.031250 Penalty: 2794.541504
	Iteration 11Q: 3 clusters Score -484852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -484914.406250 Penalty: 2794.541504
	Iteration 12Q: 3 clusters Score -484914.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -484982.687500 Penalty: 2794.541504
	Iteration 13Q: 3 clusters Score -484982.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -485055.000000 Penalty: 2794.541504
	Iteration 14Q: 3 clusters Score -485055 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -485143.906250 Penalty: 2794.541504
	Iteration 15Q: 3 clusters Score -485143.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -485251.625000 Penalty: 2794.541504
	Iteration 16Q: 3 clusters Score -485251.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -485375.562500 Penalty: 2794.541504
	Iteration 17Q: 3 clusters Score -485375.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -485488.875000 Penalty: 2794.541504
	Iteration 18Q: 3 clusters Score -485488.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -485604.437500 Penalty: 2794.541504
	Iteration 19Q: 3 clusters Score -485604.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -485714.187500 Penalty: 2794.541504
	Iteration 20F: 3 clusters Score -485714.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -485795.343750 Penalty: 2794.541504
	Iteration 21Q: 3 clusters Score -485795.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -485865.093750 Penalty: 2794.541504
	Iteration 22Q: 3 clusters Score -485865.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -485915.406250 Penalty: 2794.541504
	Iteration 23Q: 3 clusters Score -485915.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -485950.031250 Penalty: 2794.541504
	Iteration 24Q: 3 clusters Score -485950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -485981.812500 Penalty: 2794.541504
	Iteration 25Q: 3 clusters Score -485981.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -486009.968750 Penalty: 2794.541504
	Iteration 26Q: 3 clusters Score -486010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -486039.750000 Penalty: 2794.541504
	Iteration 27Q: 3 clusters Score -486039.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -486064.968750 Penalty: 2794.541504
	Iteration 28Q: 3 clusters Score -486065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -486087.281250 Penalty: 2794.541504
	Iteration 29Q: 3 clusters Score -486087.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -486098.968750 Penalty: 2794.541504
	Iteration 30Q: 3 clusters Score -486099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -486103.937500 Penalty: 2794.541504
	Iteration 31Q: 3 clusters Score -486103.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -486107.812500 Penalty: 2794.541504
	Iteration 32Q: 3 clusters Score -486107.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -486112.687500 Penalty: 2794.541504
	Iteration 33Q: 3 clusters Score -486112.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -486114.781250 Penalty: 2794.541504
	Iteration 34Q: 3 clusters Score -486114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -486116.781250 Penalty: 2794.541504
	Iteration 35Q: 3 clusters Score -486116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -486118.468750 Penalty: 2794.541504
	Iteration 36Q: 3 clusters Score -486118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -486120.125000 Penalty: 2794.541504
	Iteration 37Q: 3 clusters Score -486120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -486122.468750 Penalty: 2794.541504
	Iteration 38Q: 3 clusters Score -486122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -486127.281250 Penalty: 2794.541504
	Iteration 39Q: 3 clusters Score -486127.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -486130.531250 Penalty: 2794.541504
	Iteration 40F: 3 clusters Score -486130.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -486131.937500 Penalty: 2794.541504
	Iteration 41Q: 3 clusters Score -486131.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -486136.531250 Penalty: 2794.541504
	Iteration 42Q: 3 clusters Score -486136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -486140.218750 Penalty: 2794.541504
	Iteration 43Q: 3 clusters Score -486140.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -486147.812500 Penalty: 2794.541504
	Iteration 44Q: 3 clusters Score -486147.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -486154.906250 Penalty: 2794.541504
	Iteration 45Q: 3 clusters Score -486154.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -486163.593750 Penalty: 2794.541504
	Iteration 46Q: 3 clusters Score -486163.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -486174.468750 Penalty: 2794.541504
	Iteration 47Q: 3 clusters Score -486174.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -486180.468750 Penalty: 2794.541504
	Iteration 48Q: 3 clusters Score -486180.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -486184.250000 Penalty: 2794.541504
	Iteration 49Q: 3 clusters Score -486184.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -486186.906250 Penalty: 2794.541504
	Iteration 50Q: 3 clusters Score -486186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -486188.156250 Penalty: 2794.541504
	Iteration 51Q: 3 clusters Score -486188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -486187.312500 Penalty: 2794.541504
	Iteration 52Q: 3 clusters Score -486187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -486188.656250 Penalty: 2794.541504
	Iteration 53Q: 3 clusters Score -486188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -486187.906250 Penalty: 2794.541504
	Iteration 54Q: 3 clusters Score -486187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -486187.906250 Penalty: 2794.541504
	Iteration 55F: 3 clusters Score -486187.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Entering Unmasked Estep 
Score: -3252893.000000 Penalty: 1697.411377
	Iteration 0F: 2 clusters Score -3252893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3230675.500000 Penalty: 3394.822754
	Iteration 0F: 3 clusters Score -3230676 nChanged 15924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3239776.250000 Penalty: 3394.822754
	Iteration 1F: 3 clusters Score -3239776 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3240467.250000 Penalty: 3394.822754
	Iteration 2F: 3 clusters Score -3240467 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3241353.000000 Penalty: 3394.822754
	Iteration 3F: 3 clusters Score -3241353 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3242498.750000 Penalty: 3394.822754
	Iteration 4F: 3 clusters Score -3242499 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3243899.000000 Penalty: 3394.822754
	Iteration 5F: 3 clusters Score -3243899 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3245536.750000 Penalty: 3394.822754
	Iteration 6F: 3 clusters Score -3245537 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3247155.250000 Penalty: 3394.822754
	Iteration 7F: 3 clusters Score -3247155 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3248424.000000 Penalty: 3394.822754
	Iteration 8Q: 3 clusters Score -3248424 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3249357.750000 Penalty: 3394.822754
	Iteration 9Q: 3 clusters Score -3249358 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -3249919.000000 Penalty: 3394.822754
	Iteration 10Q: 3 clusters Score -3249919 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -3250317.750000 Penalty: 3394.822754
	Iteration 11Q: 3 clusters Score -3250318 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3250572.250000 Penalty: 3394.822754
	Iteration 12Q: 3 clusters Score -3250572 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3250766.000000 Penalty: 3394.822754
	Iteration 13Q: 3 clusters Score -3250766 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -3250895.750000 Penalty: 3394.822754
	Iteration 14Q: 3 clusters Score -3250896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3250996.000000 Penalty: 3394.822754
	Iteration 15Q: 3 clusters Score -3250996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -3251080.500000 Penalty: 3394.822754
	Iteration 16Q: 3 clusters Score -3251080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3251152.250000 Penalty: 3394.822754
	Iteration 17Q: 3 clusters Score -3251152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -3251214.000000 Penalty: 3394.822754
	Iteration 18Q: 3 clusters Score -3251214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -3251258.500000 Penalty: 3394.822754
	Iteration 19Q: 3 clusters Score -3251258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -3251290.250000 Penalty: 3394.822754
	Iteration 20F: 3 clusters Score -3251290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3251333.250000 Penalty: 3394.822754
	Iteration 21Q: 3 clusters Score -3251333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3251350.750000 Penalty: 3394.822754
	Iteration 22Q: 3 clusters Score -3251351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -3251371.250000 Penalty: 3394.822754
	Iteration 23Q: 3 clusters Score -3251371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -3251381.750000 Penalty: 3394.822754
	Iteration 24Q: 3 clusters Score -3251382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3251390.250000 Penalty: 3394.822754
	Iteration 25Q: 3 clusters Score -3251390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -3251403.000000 Penalty: 3394.822754
	Iteration 26Q: 3 clusters Score -3251403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3251401.000000 Penalty: 3394.822754
	Iteration 27Q: 3 clusters Score -3251401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3251413.750000 Penalty: 3394.822754
	Iteration 28Q: 3 clusters Score -3251414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3251409.250000 Penalty: 3394.822754
	Iteration 29Q: 3 clusters Score -3251409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -3251411.250000 Penalty: 3394.822754
	Iteration 30Q: 3 clusters Score -3251411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -3251422.000000 Penalty: 3394.822754
	Iteration 31Q: 3 clusters Score -3251422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -3251422.000000 Penalty: 3394.822754
	Iteration 32Q: 3 clusters Score -3251422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3251427.250000 Penalty: 3394.822754
	Iteration 33Q: 3 clusters Score -3251427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3251430.000000 Penalty: 3394.822754
	Iteration 34Q: 3 clusters Score -3251430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -3251431.750000 Penalty: 3394.822754
	Iteration 35Q: 3 clusters Score -3251432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3251431.500000 Penalty: 3394.822754
	Iteration 36Q: 3 clusters Score -3251432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -3251434.500000 Penalty: 3394.822754
	Iteration 37Q: 3 clusters Score -3251434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3251442.000000 Penalty: 3394.822754
	Iteration 38Q: 3 clusters Score -3251442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -3251446.250000 Penalty: 3394.822754
	Iteration 39Q: 3 clusters Score -3251446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3251453.500000 Penalty: 3394.822754
	Iteration 40F: 3 clusters Score -3251454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -3251462.000000 Penalty: 3394.822754
	Iteration 41Q: 3 clusters Score -3251462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -3251465.750000 Penalty: 3394.822754
	Iteration 42Q: 3 clusters Score -3251466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3251470.750000 Penalty: 3394.822754
	Iteration 43Q: 3 clusters Score -3251471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -3251474.250000 Penalty: 3394.822754
	Iteration 44Q: 3 clusters Score -3251474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3251477.250000 Penalty: 3394.822754
	Iteration 45Q: 3 clusters Score -3251477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -3251480.250000 Penalty: 3394.822754
	Iteration 46Q: 3 clusters Score -3251480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -3251483.250000 Penalty: 3394.822754
	Iteration 47Q: 3 clusters Score -3251483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3251486.500000 Penalty: 3394.822754
	Iteration 48Q: 3 clusters Score -3251486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3251491.750000 Penalty: 3394.822754
	Iteration 49Q: 3 clusters Score -3251492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3251495.750000 Penalty: 3394.822754
	Iteration 50Q: 3 clusters Score -3251496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -3251502.000000 Penalty: 3394.822754
	Iteration 51Q: 3 clusters Score -3251502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -3251502.500000 Penalty: 3394.822754
	Iteration 52Q: 3 clusters Score -3251502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3251508.250000 Penalty: 3394.822754
	Iteration 53Q: 3 clusters Score -3251508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -3251512.750000 Penalty: 3394.822754
	Iteration 54Q: 3 clusters Score -3251513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -3251518.000000 Penalty: 3394.822754
	Iteration 55Q: 3 clusters Score -3251518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3251521.250000 Penalty: 3394.822754
	Iteration 56Q: 3 clusters Score -3251521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3251522.250000 Penalty: 3394.822754
	Iteration 57Q: 3 clusters Score -3251522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -3251524.000000 Penalty: 3394.822754
	Iteration 58Q: 3 clusters Score -3251524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3251530.000000 Penalty: 3394.822754
	Iteration 59Q: 3 clusters Score -3251530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -3251533.000000 Penalty: 3394.822754
	Iteration 60F: 3 clusters Score -3251533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -3251535.500000 Penalty: 3394.822754
	Iteration 61Q: 3 clusters Score -3251536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3251535.750000 Penalty: 3394.822754
	Iteration 62Q: 3 clusters Score -3251536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -3251534.500000 Penalty: 3394.822754
	Iteration 63Q: 3 clusters Score -3251534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -3251534.500000 Penalty: 3394.822754
	Iteration 64F: 3 clusters Score -3251534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Entering Unmasked Estep 
Score: -3941598.750000 Penalty: 1722.103394
	Iteration 0F: 2 clusters Score -3941599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3919513.750000 Penalty: 3444.206787
	Iteration 0F: 3 clusters Score -3919514 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3930197.000000 Penalty: 3444.206787
	Iteration 1F: 3 clusters Score -3930197 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3930660.500000 Penalty: 3444.206787
	Iteration 2Q: 3 clusters Score -3930660 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3931211.500000 Penalty: 3444.206787
	Iteration 3Q: 3 clusters Score -3931212 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3931898.000000 Penalty: 3444.206787
	Iteration 4Q: 3 clusters Score -3931898 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3932924.500000 Penalty: 3444.206787
	Iteration 5F: 3 clusters Score -3932924 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3934295.250000 Penalty: 3444.206787
	Iteration 6F: 3 clusters Score -3934295 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3936175.250000 Penalty: 3444.206787
	Iteration 7F: 3 clusters Score -3936175 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -3938545.250000 Penalty: 3444.206787
	Iteration 8F: 3 clusters Score -3938545 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -3939489.250000 Penalty: 3444.206787
	Iteration 9F: 3 clusters Score -3939489 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -3939768.250000 Penalty: 3444.206787
	Iteration 10Q: 3 clusters Score -3939768 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -3939900.500000 Penalty: 3444.206787
	Iteration 11Q: 3 clusters Score -3939900 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -3940021.000000 Penalty: 3444.206787
	Iteration 12Q: 3 clusters Score -3940021 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -3940081.750000 Penalty: 3444.206787
	Iteration 13Q: 3 clusters Score -3940082 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -3940151.500000 Penalty: 3444.206787
	Iteration 14Q: 3 clusters Score -3940152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -3940207.000000 Penalty: 3444.206787
	Iteration 15Q: 3 clusters Score -3940207 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -3940207.500000 Penalty: 3444.206787
	Iteration 16Q: 3 clusters Score -3940208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -3940241.000000 Penalty: 3444.206787
	Iteration 17Q: 3 clusters Score -3940241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -3940265.500000 Penalty: 3444.206787
	Iteration 18Q: 3 clusters Score -3940266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -3940282.750000 Penalty: 3444.206787
	Iteration 19Q: 3 clusters Score -3940283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -3940289.500000 Penalty: 3444.206787
	Iteration 20F: 3 clusters Score -3940290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -3940309.250000 Penalty: 3444.206787
	Iteration 21Q: 3 clusters Score -3940309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -3940329.500000 Penalty: 3444.206787
	Iteration 22Q: 3 clusters Score -3940330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -3940342.500000 Penalty: 3444.206787
	Iteration 23Q: 3 clusters Score -3940342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -3940355.000000 Penalty: 3444.206787
	Iteration 24Q: 3 clusters Score -3940355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -3940369.000000 Penalty: 3444.206787
	Iteration 25Q: 3 clusters Score -3940369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -3940372.500000 Penalty: 3444.206787
	Iteration 26Q: 3 clusters Score -3940372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -3940373.750000 Penalty: 3444.206787
	Iteration 27Q: 3 clusters Score -3940374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -3940382.250000 Penalty: 3444.206787
	Iteration 28Q: 3 clusters Score -3940382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -3940386.250000 Penalty: 3444.206787
	Iteration 29Q: 3 clusters Score -3940386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -3940387.500000 Penalty: 3444.206787
	Iteration 30Q: 3 clusters Score -3940388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -3940388.750000 Penalty: 3444.206787
	Iteration 31Q: 3 clusters Score -3940389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -3940384.000000 Penalty: 3444.206787
	Iteration 32Q: 3 clusters Score -3940384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -3940383.750000 Penalty: 3444.206787
	Iteration 33Q: 3 clusters Score -3940384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -3940390.500000 Penalty: 3444.206787
	Iteration 34Q: 3 clusters Score -3940390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -3940393.750000 Penalty: 3444.206787
	Iteration 35Q: 3 clusters Score -3940394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -3940398.750000 Penalty: 3444.206787
	Iteration 36Q: 3 clusters Score -3940399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -3940401.500000 Penalty: 3444.206787
	Iteration 37Q: 3 clusters Score -3940402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -3940401.000000 Penalty: 3444.206787
	Iteration 38Q: 3 clusters Score -3940401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -3940401.000000 Penalty: 3444.206787
	Iteration 39F: 3 clusters Score -3940401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -87584.476562 Penalty: 1141.360840
	Iteration 0F: 2 clusters Score -87584.48 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 554 members 
Entering Unmasked Estep 
Score: -86099.890625 Penalty: 2282.721680
	Iteration 0F: 3 clusters Score -86099.89 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -86454.953125 Penalty: 2282.721680
	Iteration 1F: 3 clusters Score -86454.95 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -86556.468750 Penalty: 2282.721680
	Iteration 2F: 3 clusters Score -86556.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86584.937500 Penalty: 2282.721680
	Iteration 3Q: 3 clusters Score -86584.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86610.789062 Penalty: 2282.721680
	Iteration 4Q: 3 clusters Score -86610.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -86638.937500 Penalty: 2282.721680
	Iteration 5Q: 3 clusters Score -86638.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86654.132812 Penalty: 2282.721680
	Iteration 6Q: 3 clusters Score -86654.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -86693.429688 Penalty: 2282.721680
	Iteration 7Q: 3 clusters Score -86693.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86819.742188 Penalty: 2282.721680
	Iteration 8Q: 3 clusters Score -86819.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86925.460938 Penalty: 2282.721680
	Iteration 9F: 3 clusters Score -86925.46 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87032.757812 Penalty: 2282.721680
	Iteration 10F: 3 clusters Score -87032.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87114.468750 Penalty: 2282.721680
	Iteration 11F: 3 clusters Score -87114.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87181.023438 Penalty: 2282.721680
	Iteration 12Q: 3 clusters Score -87181.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87241.500000 Penalty: 2282.721680
	Iteration 13Q: 3 clusters Score -87241.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87269.367188 Penalty: 2282.721680
	Iteration 14Q: 3 clusters Score -87269.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87283.437500 Penalty: 2282.721680
	Iteration 15Q: 3 clusters Score -87283.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87285.398438 Penalty: 2282.721680
	Iteration 16Q: 3 clusters Score -87285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87285.820312 Penalty: 2282.721680
	Iteration 17Q: 3 clusters Score -87285.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87285.820312 Penalty: 2282.721680
	Iteration 18F: 3 clusters Score -87285.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Entering Unmasked Estep 
Score: -2054278.625000 Penalty: 1629.958984
	Iteration 0F: 2 clusters Score -2054279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2038855.000000 Penalty: 3259.917969
	Iteration 0F: 3 clusters Score -2038855 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2044757.250000 Penalty: 3259.917969
	Iteration 1F: 3 clusters Score -2044757 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2045386.125000 Penalty: 3259.917969
	Iteration 2F: 3 clusters Score -2045386 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2046076.500000 Penalty: 3259.917969
	Iteration 3F: 3 clusters Score -2046076 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2046903.625000 Penalty: 3259.917969
	Iteration 4F: 3 clusters Score -2046904 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2047780.500000 Penalty: 3259.917969
	Iteration 5F: 3 clusters Score -2047780 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2048679.500000 Penalty: 3259.917969
	Iteration 6F: 3 clusters Score -2048680 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2049477.500000 Penalty: 3259.917969
	Iteration 7F: 3 clusters Score -2049478 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2050209.375000 Penalty: 3259.917969
	Iteration 8Q: 3 clusters Score -2050209 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2050807.625000 Penalty: 3259.917969
	Iteration 9Q: 3 clusters Score -2050808 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2051312.625000 Penalty: 3259.917969
	Iteration 10Q: 3 clusters Score -2051313 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2051744.750000 Penalty: 3259.917969
	Iteration 11Q: 3 clusters Score -2051745 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2052091.500000 Penalty: 3259.917969
	Iteration 12Q: 3 clusters Score -2052092 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2052351.500000 Penalty: 3259.917969
	Iteration 13Q: 3 clusters Score -2052352 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2052559.750000 Penalty: 3259.917969
	Iteration 14Q: 3 clusters Score -2052560 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2052687.125000 Penalty: 3259.917969
	Iteration 15Q: 3 clusters Score -2052687 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2052770.625000 Penalty: 3259.917969
	Iteration 16Q: 3 clusters Score -2052771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2052844.375000 Penalty: 3259.917969
	Iteration 17Q: 3 clusters Score -2052844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2052889.750000 Penalty: 3259.917969
	Iteration 18Q: 3 clusters Score -2052890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2052917.875000 Penalty: 3259.917969
	Iteration 19Q: 3 clusters Score -2052918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2052948.500000 Penalty: 3259.917969
	Iteration 20F: 3 clusters Score -2052948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2052967.500000 Penalty: 3259.917969
	Iteration 21Q: 3 clusters Score -2052968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2052982.375000 Penalty: 3259.917969
	Iteration 22Q: 3 clusters Score -2052982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2052989.750000 Penalty: 3259.917969
	Iteration 23Q: 3 clusters Score -2052990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2052998.375000 Penalty: 3259.917969
	Iteration 24Q: 3 clusters Score -2052998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2053003.000000 Penalty: 3259.917969
	Iteration 25Q: 3 clusters Score -2053003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2053006.625000 Penalty: 3259.917969
	Iteration 26Q: 3 clusters Score -2053007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2053008.000000 Penalty: 3259.917969
	Iteration 27Q: 3 clusters Score -2053008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2053014.750000 Penalty: 3259.917969
	Iteration 28Q: 3 clusters Score -2053015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2053020.500000 Penalty: 3259.917969
	Iteration 29Q: 3 clusters Score -2053020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2053020.250000 Penalty: 3259.917969
	Iteration 30Q: 3 clusters Score -2053020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2053022.875000 Penalty: 3259.917969
	Iteration 31Q: 3 clusters Score -2053023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2053023.500000 Penalty: 3259.917969
	Iteration 32Q: 3 clusters Score -2053024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2053023.500000 Penalty: 3259.917969
	Iteration 33F: 3 clusters Score -2053024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Entering Unmasked Estep 
Score: -2315494.250000 Penalty: 1643.628906
	Iteration 0F: 2 clusters Score -2315494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2299035.750000 Penalty: 3287.257812
	Iteration 0F: 3 clusters Score -2299036 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2305151.250000 Penalty: 3287.257812
	Iteration 1F: 3 clusters Score -2305151 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2305533.500000 Penalty: 3287.257812
	Iteration 2Q: 3 clusters Score -2305534 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2305848.000000 Penalty: 3287.257812
	Iteration 3Q: 3 clusters Score -2305848 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2306160.000000 Penalty: 3287.257812
	Iteration 4Q: 3 clusters Score -2306160 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2306442.750000 Penalty: 3287.257812
	Iteration 5Q: 3 clusters Score -2306443 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2306702.500000 Penalty: 3287.257812
	Iteration 6Q: 3 clusters Score -2306702 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2306985.000000 Penalty: 3287.257812
	Iteration 7Q: 3 clusters Score -2306985 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2307297.500000 Penalty: 3287.257812
	Iteration 8Q: 3 clusters Score -2307298 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2307651.250000 Penalty: 3287.257812
	Iteration 9Q: 3 clusters Score -2307651 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2308118.500000 Penalty: 3287.257812
	Iteration 10Q: 3 clusters Score -2308118 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2308757.250000 Penalty: 3287.257812
	Iteration 11Q: 3 clusters Score -2308757 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2309535.250000 Penalty: 3287.257812
	Iteration 12F: 3 clusters Score -2309535 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2310418.000000 Penalty: 3287.257812
	Iteration 13F: 3 clusters Score -2310418 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2311312.750000 Penalty: 3287.257812
	Iteration 14Q: 3 clusters Score -2311313 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2312149.000000 Penalty: 3287.257812
	Iteration 15Q: 3 clusters Score -2312149 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2312833.750000 Penalty: 3287.257812
	Iteration 16Q: 3 clusters Score -2312834 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2313345.000000 Penalty: 3287.257812
	Iteration 17Q: 3 clusters Score -2313345 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2313634.000000 Penalty: 3287.257812
	Iteration 18Q: 3 clusters Score -2313634 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2313819.500000 Penalty: 3287.257812
	Iteration 19Q: 3 clusters Score -2313820 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2313929.000000 Penalty: 3287.257812
	Iteration 20F: 3 clusters Score -2313929 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2313996.250000 Penalty: 3287.257812
	Iteration 21Q: 3 clusters Score -2313996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2314045.000000 Penalty: 3287.257812
	Iteration 22Q: 3 clusters Score -2314045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2314076.000000 Penalty: 3287.257812
	Iteration 23Q: 3 clusters Score -2314076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2314098.000000 Penalty: 3287.257812
	Iteration 24Q: 3 clusters Score -2314098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2314109.250000 Penalty: 3287.257812
	Iteration 25Q: 3 clusters Score -2314109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2314112.000000 Penalty: 3287.257812
	Iteration 26Q: 3 clusters Score -2314112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2314118.500000 Penalty: 3287.257812
	Iteration 27Q: 3 clusters Score -2314118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2314124.750000 Penalty: 3287.257812
	Iteration 28Q: 3 clusters Score -2314125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2314134.000000 Penalty: 3287.257812
	Iteration 29Q: 3 clusters Score -2314134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2314135.500000 Penalty: 3287.257812
	Iteration 30Q: 3 clusters Score -2314136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2314136.000000 Penalty: 3287.257812
	Iteration 31Q: 3 clusters Score -2314136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2314137.000000 Penalty: 3287.257812
	Iteration 32Q: 3 clusters Score -2314137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2314134.750000 Penalty: 3287.257812
	Iteration 33Q: 3 clusters Score -2314135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2314136.750000 Penalty: 3287.257812
	Iteration 34Q: 3 clusters Score -2314137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2314139.500000 Penalty: 3287.257812
	Iteration 35Q: 3 clusters Score -2314140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2314138.500000 Penalty: 3287.257812
	Iteration 36Q: 3 clusters Score -2314138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2314138.750000 Penalty: 3287.257812
	Iteration 37Q: 3 clusters Score -2314139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2314144.250000 Penalty: 3287.257812
	Iteration 38Q: 3 clusters Score -2314144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2314145.250000 Penalty: 3287.257812
	Iteration 39Q: 3 clusters Score -2314145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2314150.250000 Penalty: 3287.257812
	Iteration 40F: 3 clusters Score -2314150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2314157.000000 Penalty: 3287.257812
	Iteration 41Q: 3 clusters Score -2314157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2314164.000000 Penalty: 3287.257812
	Iteration 42Q: 3 clusters Score -2314164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2314163.750000 Penalty: 3287.257812
	Iteration 43Q: 3 clusters Score -2314164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2314168.250000 Penalty: 3287.257812
	Iteration 44Q: 3 clusters Score -2314168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2314171.500000 Penalty: 3287.257812
	Iteration 45Q: 3 clusters Score -2314172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2314170.500000 Penalty: 3287.257812
	Iteration 46Q: 3 clusters Score -2314170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2314174.250000 Penalty: 3287.257812
	Iteration 47Q: 3 clusters Score -2314174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2314174.750000 Penalty: 3287.257812
	Iteration 48Q: 3 clusters Score -2314175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2314173.750000 Penalty: 3287.257812
	Iteration 49Q: 3 clusters Score -2314174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2314173.000000 Penalty: 3287.257812
	Iteration 50Q: 3 clusters Score -2314173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2314173.000000 Penalty: 3287.257812
	Iteration 51Q: 3 clusters Score -2314173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2314172.000000 Penalty: 3287.257812
	Iteration 52Q: 3 clusters Score -2314172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2314178.750000 Penalty: 3287.257812
	Iteration 53Q: 3 clusters Score -2314179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2314179.000000 Penalty: 3287.257812
	Iteration 54Q: 3 clusters Score -2314179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2314184.250000 Penalty: 3287.257812
	Iteration 55Q: 3 clusters Score -2314184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2314192.000000 Penalty: 3287.257812
	Iteration 56Q: 3 clusters Score -2314192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2314189.000000 Penalty: 3287.257812
	Iteration 57Q: 3 clusters Score -2314189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2314190.250000 Penalty: 3287.257812
	Iteration 58Q: 3 clusters Score -2314190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2314190.000000 Penalty: 3287.257812
	Iteration 59Q: 3 clusters Score -2314190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2314195.250000 Penalty: 3287.257812
	Iteration 60F: 3 clusters Score -2314195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2314196.000000 Penalty: 3287.257812
	Iteration 61Q: 3 clusters Score -2314196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2314197.500000 Penalty: 3287.257812
	Iteration 62Q: 3 clusters Score -2314198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2314201.750000 Penalty: 3287.257812
	Iteration 63Q: 3 clusters Score -2314202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2314200.750000 Penalty: 3287.257812
	Iteration 64Q: 3 clusters Score -2314201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2314205.000000 Penalty: 3287.257812
	Iteration 65Q: 3 clusters Score -2314205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2314203.500000 Penalty: 3287.257812
	Iteration 66Q: 3 clusters Score -2314204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2314206.250000 Penalty: 3287.257812
	Iteration 67Q: 3 clusters Score -2314206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2314207.000000 Penalty: 3287.257812
	Iteration 68Q: 3 clusters Score -2314207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2314204.750000 Penalty: 3287.257812
	Iteration 69Q: 3 clusters Score -2314205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2314204.750000 Penalty: 3287.257812
	Iteration 70F: 3 clusters Score -2314205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -444867.843750 Penalty: 1381.554932
	Iteration 0F: 2 clusters Score -444867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -440964.281250 Penalty: 2763.109863
	Iteration 0F: 3 clusters Score -440964.3 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -442114.875000 Penalty: 2763.109863
	Iteration 1F: 3 clusters Score -442114.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -442446.750000 Penalty: 2763.109863
	Iteration 2F: 3 clusters Score -442446.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -442736.843750 Penalty: 2763.109863
	Iteration 3F: 3 clusters Score -442736.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -443031.343750 Penalty: 2763.109863
	Iteration 4F: 3 clusters Score -443031.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -443293.500000 Penalty: 2763.109863
	Iteration 5F: 3 clusters Score -443293.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -443525.468750 Penalty: 2763.109863
	Iteration 6F: 3 clusters Score -443525.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -443714.500000 Penalty: 2763.109863
	Iteration 7Q: 3 clusters Score -443714.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -443879.968750 Penalty: 2763.109863
	Iteration 8Q: 3 clusters Score -443880 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -444027.875000 Penalty: 2763.109863
	Iteration 9Q: 3 clusters Score -444027.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -444134.875000 Penalty: 2763.109863
	Iteration 10Q: 3 clusters Score -444134.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -444212.625000 Penalty: 2763.109863
	Iteration 11Q: 3 clusters Score -444212.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -444262.031250 Penalty: 2763.109863
	Iteration 12Q: 3 clusters Score -444262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -444283.875000 Penalty: 2763.109863
	Iteration 13Q: 3 clusters Score -444283.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -444297.625000 Penalty: 2763.109863
	Iteration 14Q: 3 clusters Score -444297.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -444308.937500 Penalty: 2763.109863
	Iteration 15Q: 3 clusters Score -444308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -444312.906250 Penalty: 2763.109863
	Iteration 16Q: 3 clusters Score -444312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -444314.281250 Penalty: 2763.109863
	Iteration 17Q: 3 clusters Score -444314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -444315.000000 Penalty: 2763.109863
	Iteration 18Q: 3 clusters Score -444315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -444315.906250 Penalty: 2763.109863
	Iteration 19Q: 3 clusters Score -444315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -444318.437500 Penalty: 2763.109863
	Iteration 20F: 3 clusters Score -444318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -444320.156250 Penalty: 2763.109863
	Iteration 21Q: 3 clusters Score -444320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -444320.031250 Penalty: 2763.109863
	Iteration 22Q: 3 clusters Score -444320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -444322.812500 Penalty: 2763.109863
	Iteration 23Q: 3 clusters Score -444322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -444323.062500 Penalty: 2763.109863
	Iteration 24Q: 3 clusters Score -444323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -444325.718750 Penalty: 2763.109863
	Iteration 25Q: 3 clusters Score -444325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -444327.062500 Penalty: 2763.109863
	Iteration 26Q: 3 clusters Score -444327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -444327.062500 Penalty: 2763.109863
	Iteration 27F: 3 clusters Score -444327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Entering Unmasked Estep 
Score: -1766576.625000 Penalty: 1601.186646
	Iteration 0F: 2 clusters Score -1766577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1753550.125000 Penalty: 3202.373291
	Iteration 0F: 3 clusters Score -1753550 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1758254.750000 Penalty: 3202.373291
	Iteration 1F: 3 clusters Score -1758255 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1758530.875000 Penalty: 3202.373291
	Iteration 2Q: 3 clusters Score -1758531 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1758764.875000 Penalty: 3202.373291
	Iteration 3Q: 3 clusters Score -1758765 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1758985.500000 Penalty: 3202.373291
	Iteration 4Q: 3 clusters Score -1758986 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1759201.250000 Penalty: 3202.373291
	Iteration 5Q: 3 clusters Score -1759201 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1759456.750000 Penalty: 3202.373291
	Iteration 6Q: 3 clusters Score -1759457 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1759805.625000 Penalty: 3202.373291
	Iteration 7Q: 3 clusters Score -1759806 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1760318.375000 Penalty: 3202.373291
	Iteration 8Q: 3 clusters Score -1760318 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1761065.375000 Penalty: 3202.373291
	Iteration 9F: 3 clusters Score -1761065 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1761988.875000 Penalty: 3202.373291
	Iteration 10F: 3 clusters Score -1761989 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1762992.000000 Penalty: 3202.373291
	Iteration 11F: 3 clusters Score -1762992 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1763806.875000 Penalty: 3202.373291
	Iteration 12Q: 3 clusters Score -1763807 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1764356.500000 Penalty: 3202.373291
	Iteration 13Q: 3 clusters Score -1764356 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1764687.125000 Penalty: 3202.373291
	Iteration 14Q: 3 clusters Score -1764687 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1764897.375000 Penalty: 3202.373291
	Iteration 15Q: 3 clusters Score -1764897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1765034.750000 Penalty: 3202.373291
	Iteration 16Q: 3 clusters Score -1765035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1765117.875000 Penalty: 3202.373291
	Iteration 17Q: 3 clusters Score -1765118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1765157.375000 Penalty: 3202.373291
	Iteration 18Q: 3 clusters Score -1765157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1765183.000000 Penalty: 3202.373291
	Iteration 19Q: 3 clusters Score -1765183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1765194.125000 Penalty: 3202.373291
	Iteration 20F: 3 clusters Score -1765194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1765202.500000 Penalty: 3202.373291
	Iteration 21Q: 3 clusters Score -1765202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1765210.625000 Penalty: 3202.373291
	Iteration 22Q: 3 clusters Score -1765211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1765215.750000 Penalty: 3202.373291
	Iteration 23Q: 3 clusters Score -1765216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1765220.125000 Penalty: 3202.373291
	Iteration 24Q: 3 clusters Score -1765220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1765222.125000 Penalty: 3202.373291
	Iteration 25Q: 3 clusters Score -1765222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1765222.250000 Penalty: 3202.373291
	Iteration 26Q: 3 clusters Score -1765222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1765225.250000 Penalty: 3202.373291
	Iteration 27Q: 3 clusters Score -1765225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1765225.250000 Penalty: 3202.373291
	Iteration 28F: 3 clusters Score -1765225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -436950.187500 Penalty: 1378.490112
	Iteration 0F: 2 clusters Score -436950.2 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 2455 members 
Entering Unmasked Estep 
Score: -433100.656250 Penalty: 2756.980225
	Iteration 0F: 3 clusters Score -433100.7 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -434336.781250 Penalty: 2756.980225
	Iteration 1F: 3 clusters Score -434336.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -434705.000000 Penalty: 2756.980225
	Iteration 2F: 3 clusters Score -434705 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -435089.750000 Penalty: 2756.980225
	Iteration 3F: 3 clusters Score -435089.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -435453.093750 Penalty: 2756.980225
	Iteration 4F: 3 clusters Score -435453.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -435818.000000 Penalty: 2756.980225
	Iteration 5F: 3 clusters Score -435818 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -436081.343750 Penalty: 2756.980225
	Iteration 6F: 3 clusters Score -436081.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -436226.843750 Penalty: 2756.980225
	Iteration 7Q: 3 clusters Score -436226.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -436322.843750 Penalty: 2756.980225
	Iteration 8Q: 3 clusters Score -436322.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -436400.281250 Penalty: 2756.980225
	Iteration 9Q: 3 clusters Score -436400.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -436453.687500 Penalty: 2756.980225
	Iteration 10Q: 3 clusters Score -436453.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -436484.750000 Penalty: 2756.980225
	Iteration 11Q: 3 clusters Score -436484.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -436495.312500 Penalty: 2756.980225
	Iteration 12Q: 3 clusters Score -436495.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -436504.406250 Penalty: 2756.980225
	Iteration 13Q: 3 clusters Score -436504.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -436512.000000 Penalty: 2756.980225
	Iteration 14Q: 3 clusters Score -436512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -436517.718750 Penalty: 2756.980225
	Iteration 15Q: 3 clusters Score -436517.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -436521.937500 Penalty: 2756.980225
	Iteration 16Q: 3 clusters Score -436521.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -436524.687500 Penalty: 2756.980225
	Iteration 17Q: 3 clusters Score -436524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -436527.312500 Penalty: 2756.980225
	Iteration 18Q: 3 clusters Score -436527.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -436531.500000 Penalty: 2756.980225
	Iteration 19Q: 3 clusters Score -436531.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -436534.437500 Penalty: 2756.980225
	Iteration 20F: 3 clusters Score -436534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -436536.593750 Penalty: 2756.980225
	Iteration 21Q: 3 clusters Score -436536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -436538.000000 Penalty: 2756.980225
	Iteration 22Q: 3 clusters Score -436538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -436539.281250 Penalty: 2756.980225
	Iteration 23Q: 3 clusters Score -436539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -436539.750000 Penalty: 2756.980225
	Iteration 24Q: 3 clusters Score -436539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -436540.937500 Penalty: 2756.980225
	Iteration 25Q: 3 clusters Score -436540.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -436542.250000 Penalty: 2756.980225
	Iteration 26Q: 3 clusters Score -436542.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -436543.187500 Penalty: 2756.980225
	Iteration 27Q: 3 clusters Score -436543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -436546.031250 Penalty: 2756.980225
	Iteration 28Q: 3 clusters Score -436546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -436547.843750 Penalty: 2756.980225
	Iteration 29Q: 3 clusters Score -436547.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -436550.812500 Penalty: 2756.980225
	Iteration 30Q: 3 clusters Score -436550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -436552.531250 Penalty: 2756.980225
	Iteration 31Q: 3 clusters Score -436552.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -436558.093750 Penalty: 2756.980225
	Iteration 32Q: 3 clusters Score -436558.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -436562.000000 Penalty: 2756.980225
	Iteration 33Q: 3 clusters Score -436562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -436567.375000 Penalty: 2756.980225
	Iteration 34Q: 3 clusters Score -436567.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -436574.937500 Penalty: 2756.980225
	Iteration 35Q: 3 clusters Score -436574.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -436583.312500 Penalty: 2756.980225
	Iteration 36Q: 3 clusters Score -436583.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -436597.218750 Penalty: 2756.980225
	Iteration 37Q: 3 clusters Score -436597.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -436608.937500 Penalty: 2756.980225
	Iteration 38Q: 3 clusters Score -436608.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -436617.781250 Penalty: 2756.980225
	Iteration 39Q: 3 clusters Score -436617.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -436623.718750 Penalty: 2756.980225
	Iteration 40F: 3 clusters Score -436623.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -436629.437500 Penalty: 2756.980225
	Iteration 41Q: 3 clusters Score -436629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -436634.156250 Penalty: 2756.980225
	Iteration 42Q: 3 clusters Score -436634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -436636.687500 Penalty: 2756.980225
	Iteration 43Q: 3 clusters Score -436636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -436638.062500 Penalty: 2756.980225
	Iteration 44Q: 3 clusters Score -436638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -436643.062500 Penalty: 2756.980225
	Iteration 45Q: 3 clusters Score -436643.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -436649.187500 Penalty: 2756.980225
	Iteration 46Q: 3 clusters Score -436649.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -436654.218750 Penalty: 2756.980225
	Iteration 47Q: 3 clusters Score -436654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -436659.312500 Penalty: 2756.980225
	Iteration 48Q: 3 clusters Score -436659.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -436663.718750 Penalty: 2756.980225
	Iteration 49Q: 3 clusters Score -436663.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -436669.531250 Penalty: 2756.980225
	Iteration 50Q: 3 clusters Score -436669.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -436675.093750 Penalty: 2756.980225
	Iteration 51Q: 3 clusters Score -436675.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -436676.750000 Penalty: 2756.980225
	Iteration 52Q: 3 clusters Score -436676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -436678.718750 Penalty: 2756.980225
	Iteration 53Q: 3 clusters Score -436678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -436679.875000 Penalty: 2756.980225
	Iteration 54Q: 3 clusters Score -436679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -436680.875000 Penalty: 2756.980225
	Iteration 55Q: 3 clusters Score -436680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -436680.375000 Penalty: 2756.980225
	Iteration 56Q: 3 clusters Score -436680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -436681.500000 Penalty: 2756.980225
	Iteration 57Q: 3 clusters Score -436681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -436681.000000 Penalty: 2756.980225
	Iteration 58Q: 3 clusters Score -436681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -436681.000000 Penalty: 2756.980225
	Iteration 59F: 3 clusters Score -436681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -437099.031250 Penalty: 1374.782349
	Iteration 0F: 2 clusters Score -437099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -433272.656250 Penalty: 2749.564697
	Iteration 0F: 3 clusters Score -433272.7 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -434357.343750 Penalty: 2749.564697
	Iteration 1F: 3 clusters Score -434357.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -434522.593750 Penalty: 2749.564697
	Iteration 2F: 3 clusters Score -434522.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -434632.031250 Penalty: 2749.564697
	Iteration 3Q: 3 clusters Score -434632 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -434732.500000 Penalty: 2749.564697
	Iteration 4Q: 3 clusters Score -434732.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -434839.718750 Penalty: 2749.564697
	Iteration 5Q: 3 clusters Score -434839.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -434944.562500 Penalty: 2749.564697
	Iteration 6Q: 3 clusters Score -434944.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -435034.406250 Penalty: 2749.564697
	Iteration 7Q: 3 clusters Score -435034.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -435117.968750 Penalty: 2749.564697
	Iteration 8Q: 3 clusters Score -435118 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -435195.343750 Penalty: 2749.564697
	Iteration 9Q: 3 clusters Score -435195.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -435253.250000 Penalty: 2749.564697
	Iteration 10Q: 3 clusters Score -435253.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -435300.250000 Penalty: 2749.564697
	Iteration 11Q: 3 clusters Score -435300.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -435340.406250 Penalty: 2749.564697
	Iteration 12Q: 3 clusters Score -435340.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -435374.625000 Penalty: 2749.564697
	Iteration 13Q: 3 clusters Score -435374.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -435405.406250 Penalty: 2749.564697
	Iteration 14Q: 3 clusters Score -435405.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -435426.062500 Penalty: 2749.564697
	Iteration 15Q: 3 clusters Score -435426.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -435449.656250 Penalty: 2749.564697
	Iteration 16Q: 3 clusters Score -435449.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -435469.937500 Penalty: 2749.564697
	Iteration 17Q: 3 clusters Score -435469.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -435485.500000 Penalty: 2749.564697
	Iteration 18Q: 3 clusters Score -435485.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -435500.718750 Penalty: 2749.564697
	Iteration 19Q: 3 clusters Score -435500.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -435513.843750 Penalty: 2749.564697
	Iteration 20F: 3 clusters Score -435513.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -435525.468750 Penalty: 2749.564697
	Iteration 21Q: 3 clusters Score -435525.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -435535.281250 Penalty: 2749.564697
	Iteration 22Q: 3 clusters Score -435535.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -435542.250000 Penalty: 2749.564697
	Iteration 23Q: 3 clusters Score -435542.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -435549.468750 Penalty: 2749.564697
	Iteration 24Q: 3 clusters Score -435549.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -435554.156250 Penalty: 2749.564697
	Iteration 25Q: 3 clusters Score -435554.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -435558.781250 Penalty: 2749.564697
	Iteration 26Q: 3 clusters Score -435558.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -435562.500000 Penalty: 2749.564697
	Iteration 27Q: 3 clusters Score -435562.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -435565.437500 Penalty: 2749.564697
	Iteration 28Q: 3 clusters Score -435565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -435566.031250 Penalty: 2749.564697
	Iteration 29Q: 3 clusters Score -435566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -435567.625000 Penalty: 2749.564697
	Iteration 30Q: 3 clusters Score -435567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -435568.500000 Penalty: 2749.564697
	Iteration 31Q: 3 clusters Score -435568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -435569.687500 Penalty: 2749.564697
	Iteration 32Q: 3 clusters Score -435569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -435570.937500 Penalty: 2749.564697
	Iteration 33Q: 3 clusters Score -435570.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -435572.093750 Penalty: 2749.564697
	Iteration 34Q: 3 clusters Score -435572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -435573.531250 Penalty: 2749.564697
	Iteration 35Q: 3 clusters Score -435573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -435574.468750 Penalty: 2749.564697
	Iteration 36Q: 3 clusters Score -435574.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -435577.750000 Penalty: 2749.564697
	Iteration 37Q: 3 clusters Score -435577.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -435582.843750 Penalty: 2749.564697
	Iteration 38Q: 3 clusters Score -435582.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -435586.468750 Penalty: 2749.564697
	Iteration 39Q: 3 clusters Score -435586.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -435591.500000 Penalty: 2749.564697
	Iteration 40F: 3 clusters Score -435591.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -435595.000000 Penalty: 2749.564697
	Iteration 41Q: 3 clusters Score -435595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -435599.937500 Penalty: 2749.564697
	Iteration 42Q: 3 clusters Score -435599.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -435603.625000 Penalty: 2749.564697
	Iteration 43Q: 3 clusters Score -435603.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -435607.625000 Penalty: 2749.564697
	Iteration 44Q: 3 clusters Score -435607.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -435614.343750 Penalty: 2749.564697
	Iteration 45Q: 3 clusters Score -435614.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -435624.125000 Penalty: 2749.564697
	Iteration 46Q: 3 clusters Score -435624.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -435632.437500 Penalty: 2749.564697
	Iteration 47Q: 3 clusters Score -435632.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -435644.937500 Penalty: 2749.564697
	Iteration 48Q: 3 clusters Score -435644.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -435658.906250 Penalty: 2749.564697
	Iteration 49Q: 3 clusters Score -435658.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -435675.031250 Penalty: 2749.564697
	Iteration 50Q: 3 clusters Score -435675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -435697.437500 Penalty: 2749.564697
	Iteration 51Q: 3 clusters Score -435697.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -435734.093750 Penalty: 2749.564697
	Iteration 52Q: 3 clusters Score -435734.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -435781.218750 Penalty: 2749.564697
	Iteration 53Q: 3 clusters Score -435781.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -435832.125000 Penalty: 2749.564697
	Iteration 54Q: 3 clusters Score -435832.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -435902.781250 Penalty: 2749.564697
	Iteration 55Q: 3 clusters Score -435902.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -435963.281250 Penalty: 2749.564697
	Iteration 56Q: 3 clusters Score -435963.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -436006.968750 Penalty: 2749.564697
	Iteration 57Q: 3 clusters Score -436007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -436033.156250 Penalty: 2749.564697
	Iteration 58Q: 3 clusters Score -436033.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -436050.468750 Penalty: 2749.564697
	Iteration 59Q: 3 clusters Score -436050.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -436071.875000 Penalty: 2749.564697
	Iteration 60F: 3 clusters Score -436071.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -436086.875000 Penalty: 2749.564697
	Iteration 61Q: 3 clusters Score -436086.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -436097.593750 Penalty: 2749.564697
	Iteration 62Q: 3 clusters Score -436097.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -436104.031250 Penalty: 2749.564697
	Iteration 63Q: 3 clusters Score -436104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -436106.875000 Penalty: 2749.564697
	Iteration 64Q: 3 clusters Score -436106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -436108.343750 Penalty: 2749.564697
	Iteration 65Q: 3 clusters Score -436108.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -436110.875000 Penalty: 2749.564697
	Iteration 66Q: 3 clusters Score -436110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -436112.656250 Penalty: 2749.564697
	Iteration 67Q: 3 clusters Score -436112.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -436114.437500 Penalty: 2749.564697
	Iteration 68Q: 3 clusters Score -436114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -436116.062500 Penalty: 2749.564697
	Iteration 69Q: 3 clusters Score -436116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -436115.968750 Penalty: 2749.564697
	Iteration 70Q: 3 clusters Score -436116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -436116.750000 Penalty: 2749.564697
	Iteration 71Q: 3 clusters Score -436116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -436117.750000 Penalty: 2749.564697
	Iteration 72Q: 3 clusters Score -436117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -436117.843750 Penalty: 2749.564697
	Iteration 73Q: 3 clusters Score -436117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -436118.093750 Penalty: 2749.564697
	Iteration 74Q: 3 clusters Score -436118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -436118.093750 Penalty: 2749.564697
	Iteration 75F: 3 clusters Score -436118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -553310.062500 Penalty: 1415.073486
	Iteration 0F: 2 clusters Score -553310.1 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 2987 members 
Entering Unmasked Estep 
Score: -548667.312500 Penalty: 2830.146973
	Iteration 0F: 3 clusters Score -548667.3 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -550082.750000 Penalty: 2830.146973
	Iteration 1F: 3 clusters Score -550082.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -550343.312500 Penalty: 2830.146973
	Iteration 2F: 3 clusters Score -550343.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -550550.687500 Penalty: 2830.146973
	Iteration 3F: 3 clusters Score -550550.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -550715.812500 Penalty: 2830.146973
	Iteration 4F: 3 clusters Score -550715.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -550902.437500 Penalty: 2830.146973
	Iteration 5Q: 3 clusters Score -550902.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -551068.250000 Penalty: 2830.146973
	Iteration 6Q: 3 clusters Score -551068.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -551215.812500 Penalty: 2830.146973
	Iteration 7Q: 3 clusters Score -551215.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -551348.187500 Penalty: 2830.146973
	Iteration 8Q: 3 clusters Score -551348.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -551451.750000 Penalty: 2830.146973
	Iteration 9Q: 3 clusters Score -551451.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -551530.375000 Penalty: 2830.146973
	Iteration 10Q: 3 clusters Score -551530.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -551591.187500 Penalty: 2830.146973
	Iteration 11Q: 3 clusters Score -551591.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -551635.000000 Penalty: 2830.146973
	Iteration 12Q: 3 clusters Score -551635 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -551674.937500 Penalty: 2830.146973
	Iteration 13Q: 3 clusters Score -551674.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -551697.125000 Penalty: 2830.146973
	Iteration 14Q: 3 clusters Score -551697.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -551716.437500 Penalty: 2830.146973
	Iteration 15Q: 3 clusters Score -551716.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -551733.375000 Penalty: 2830.146973
	Iteration 16Q: 3 clusters Score -551733.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -551752.625000 Penalty: 2830.146973
	Iteration 17Q: 3 clusters Score -551752.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -551770.500000 Penalty: 2830.146973
	Iteration 18Q: 3 clusters Score -551770.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -551788.812500 Penalty: 2830.146973
	Iteration 19Q: 3 clusters Score -551788.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -551808.750000 Penalty: 2830.146973
	Iteration 20F: 3 clusters Score -551808.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -551832.562500 Penalty: 2830.146973
	Iteration 21Q: 3 clusters Score -551832.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -551856.250000 Penalty: 2830.146973
	Iteration 22Q: 3 clusters Score -551856.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -551878.687500 Penalty: 2830.146973
	Iteration 23Q: 3 clusters Score -551878.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -551905.000000 Penalty: 2830.146973
	Iteration 24Q: 3 clusters Score -551905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -551930.625000 Penalty: 2830.146973
	Iteration 25Q: 3 clusters Score -551930.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -551952.250000 Penalty: 2830.146973
	Iteration 26Q: 3 clusters Score -551952.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -551968.250000 Penalty: 2830.146973
	Iteration 27Q: 3 clusters Score -551968.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -551985.375000 Penalty: 2830.146973
	Iteration 28Q: 3 clusters Score -551985.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -551997.812500 Penalty: 2830.146973
	Iteration 29Q: 3 clusters Score -551997.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -552010.250000 Penalty: 2830.146973
	Iteration 30Q: 3 clusters Score -552010.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -552018.500000 Penalty: 2830.146973
	Iteration 31Q: 3 clusters Score -552018.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -552022.000000 Penalty: 2830.146973
	Iteration 32Q: 3 clusters Score -552022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -552028.312500 Penalty: 2830.146973
	Iteration 33Q: 3 clusters Score -552028.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -552038.375000 Penalty: 2830.146973
	Iteration 34Q: 3 clusters Score -552038.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -552046.000000 Penalty: 2830.146973
	Iteration 35Q: 3 clusters Score -552046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -552054.562500 Penalty: 2830.146973
	Iteration 36Q: 3 clusters Score -552054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -552059.000000 Penalty: 2830.146973
	Iteration 37Q: 3 clusters Score -552059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -552062.437500 Penalty: 2830.146973
	Iteration 38Q: 3 clusters Score -552062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -552065.437500 Penalty: 2830.146973
	Iteration 39Q: 3 clusters Score -552065.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -552069.812500 Penalty: 2830.146973
	Iteration 40F: 3 clusters Score -552069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -552071.062500 Penalty: 2830.146973
	Iteration 41Q: 3 clusters Score -552071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -552075.000000 Penalty: 2830.146973
	Iteration 42Q: 3 clusters Score -552075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -552079.937500 Penalty: 2830.146973
	Iteration 43Q: 3 clusters Score -552079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -552084.937500 Penalty: 2830.146973
	Iteration 44Q: 3 clusters Score -552084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -552088.687500 Penalty: 2830.146973
	Iteration 45Q: 3 clusters Score -552088.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -552092.437500 Penalty: 2830.146973
	Iteration 46Q: 3 clusters Score -552092.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -552095.500000 Penalty: 2830.146973
	Iteration 47Q: 3 clusters Score -552095.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -552099.562500 Penalty: 2830.146973
	Iteration 48Q: 3 clusters Score -552099.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -552100.125000 Penalty: 2830.146973
	Iteration 49Q: 3 clusters Score -552100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -552100.375000 Penalty: 2830.146973
	Iteration 50Q: 3 clusters Score -552100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -552101.312500 Penalty: 2830.146973
	Iteration 51Q: 3 clusters Score -552101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -552101.125000 Penalty: 2830.146973
	Iteration 52Q: 3 clusters Score -552101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -552101.125000 Penalty: 2830.146973
	Iteration 53F: 3 clusters Score -552101.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -214098.859375 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -214098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -211828.640625 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -211828.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -212324.687500 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -212324.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -212450.828125 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -212450.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -212574.125000 Penalty: 2515.716064
	Iteration 3F: 3 clusters Score -212574.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -212702.687500 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -212702.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -212873.515625 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -212873.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -213025.703125 Penalty: 2515.716064
	Iteration 6F: 3 clusters Score -213025.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213146.437500 Penalty: 2515.716064
	Iteration 7F: 3 clusters Score -213146.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -213241.328125 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -213241.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -213320.796875 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -213320.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -213393.375000 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -213393.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -213442.921875 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -213442.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -213465.593750 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -213465.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -213485.187500 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -213485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -213499.328125 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -213499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -213507.453125 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -213507.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -213517.687500 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -213517.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -213524.359375 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -213524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -213537.875000 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -213537.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -213550.906250 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -213550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -213560.187500 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -213560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -213564.171875 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -213564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -213567.796875 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -213567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -213571.468750 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -213571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -213574.734375 Penalty: 2515.716064
	Iteration 24Q: 3 clusters Score -213574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -213578.734375 Penalty: 2515.716064
	Iteration 25Q: 3 clusters Score -213578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -213580.718750 Penalty: 2515.716064
	Iteration 26Q: 3 clusters Score -213580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -213582.171875 Penalty: 2515.716064
	Iteration 27Q: 3 clusters Score -213582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -213584.421875 Penalty: 2515.716064
	Iteration 28Q: 3 clusters Score -213584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -213588.671875 Penalty: 2515.716064
	Iteration 29Q: 3 clusters Score -213588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -213591.437500 Penalty: 2515.716064
	Iteration 30Q: 3 clusters Score -213591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -213595.359375 Penalty: 2515.716064
	Iteration 31Q: 3 clusters Score -213595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -213600.531250 Penalty: 2515.716064
	Iteration 32Q: 3 clusters Score -213600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -213603.328125 Penalty: 2515.716064
	Iteration 33Q: 3 clusters Score -213603.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -213607.781250 Penalty: 2515.716064
	Iteration 34Q: 3 clusters Score -213607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -213613.296875 Penalty: 2515.716064
	Iteration 35Q: 3 clusters Score -213613.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -213620.781250 Penalty: 2515.716064
	Iteration 36Q: 3 clusters Score -213620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -213624.687500 Penalty: 2515.716064
	Iteration 37Q: 3 clusters Score -213624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -213628.671875 Penalty: 2515.716064
	Iteration 38Q: 3 clusters Score -213628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -213635.343750 Penalty: 2515.716064
	Iteration 39Q: 3 clusters Score -213635.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -213643.421875 Penalty: 2515.716064
	Iteration 40F: 3 clusters Score -213643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -213646.343750 Penalty: 2515.716064
	Iteration 41Q: 3 clusters Score -213646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -213649.437500 Penalty: 2515.716064
	Iteration 42Q: 3 clusters Score -213649.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -213655.781250 Penalty: 2515.716064
	Iteration 43Q: 3 clusters Score -213655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -213661.546875 Penalty: 2515.716064
	Iteration 44Q: 3 clusters Score -213661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -213668.515625 Penalty: 2515.716064
	Iteration 45Q: 3 clusters Score -213668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -213672.406250 Penalty: 2515.716064
	Iteration 46Q: 3 clusters Score -213672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -213674.703125 Penalty: 2515.716064
	Iteration 47Q: 3 clusters Score -213674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -213675.500000 Penalty: 2515.716064
	Iteration 48Q: 3 clusters Score -213675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -213677.734375 Penalty: 2515.716064
	Iteration 49Q: 3 clusters Score -213677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -213679.250000 Penalty: 2515.716064
	Iteration 50Q: 3 clusters Score -213679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -213681.171875 Penalty: 2515.716064
	Iteration 51Q: 3 clusters Score -213681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -213681.796875 Penalty: 2515.716064
	Iteration 52Q: 3 clusters Score -213681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -213685.765625 Penalty: 2515.716064
	Iteration 53Q: 3 clusters Score -213685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -213688.328125 Penalty: 2515.716064
	Iteration 54Q: 3 clusters Score -213688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -213689.281250 Penalty: 2515.716064
	Iteration 55Q: 3 clusters Score -213689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -213690.187500 Penalty: 2515.716064
	Iteration 56Q: 3 clusters Score -213690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -213691.046875 Penalty: 2515.716064
	Iteration 57Q: 3 clusters Score -213691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -213691.718750 Penalty: 2515.716064
	Iteration 58Q: 3 clusters Score -213691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -213692.750000 Penalty: 2515.716064
	Iteration 59Q: 3 clusters Score -213692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -213692.750000 Penalty: 2515.716064
	Iteration 60F: 3 clusters Score -213692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Entering Unmasked Estep 
Score: -3904804.750000 Penalty: 1724.939941
	Iteration 0F: 2 clusters Score -3904805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3880699.500000 Penalty: 3449.879883
	Iteration 0F: 3 clusters Score -3880700 nChanged 19082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3891243.250000 Penalty: 3449.879883
	Iteration 1F: 3 clusters Score -3891243 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3891659.250000 Penalty: 3449.879883
	Iteration 2Q: 3 clusters Score -3891659 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3891998.250000 Penalty: 3449.879883
	Iteration 3Q: 3 clusters Score -3891998 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3892359.500000 Penalty: 3449.879883
	Iteration 4Q: 3 clusters Score -3892360 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3892676.750000 Penalty: 3449.879883
	Iteration 5Q: 3 clusters Score -3892677 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3893051.500000 Penalty: 3449.879883
	Iteration 6Q: 3 clusters Score -3893052 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3893456.750000 Penalty: 3449.879883
	Iteration 7Q: 3 clusters Score -3893457 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3894007.500000 Penalty: 3449.879883
	Iteration 8Q: 3 clusters Score -3894008 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3894754.750000 Penalty: 3449.879883
	Iteration 9Q: 3 clusters Score -3894755 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3895764.750000 Penalty: 3449.879883
	Iteration 10F: 3 clusters Score -3895765 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3897012.000000 Penalty: 3449.879883
	Iteration 11F: 3 clusters Score -3897012 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3898461.000000 Penalty: 3449.879883
	Iteration 12F: 3 clusters Score -3898461 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3899995.750000 Penalty: 3449.879883
	Iteration 13F: 3 clusters Score -3899996 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3901601.500000 Penalty: 3449.879883
	Iteration 14F: 3 clusters Score -3901602 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3902778.750000 Penalty: 3449.879883
	Iteration 15Q: 3 clusters Score -3902779 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3903435.750000 Penalty: 3449.879883
	Iteration 16Q: 3 clusters Score -3903436 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3903972.250000 Penalty: 3449.879883
	Iteration 17Q: 3 clusters Score -3903972 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3904160.000000 Penalty: 3449.879883
	Iteration 18Q: 3 clusters Score -3904160 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3904208.000000 Penalty: 3449.879883
	Iteration 19Q: 3 clusters Score -3904208 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3904184.750000 Penalty: 3449.879883
	Iteration 20F: 3 clusters Score -3904185 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3904168.750000 Penalty: 3449.879883
	Iteration 21Q: 3 clusters Score -3904169 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3904169.500000 Penalty: 3449.879883
	Iteration 22Q: 3 clusters Score -3904170 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3904154.000000 Penalty: 3449.879883
	Iteration 23Q: 3 clusters Score -3904154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3904117.750000 Penalty: 3449.879883
	Iteration 24Q: 3 clusters Score -3904118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3904110.750000 Penalty: 3449.879883
	Iteration 25Q: 3 clusters Score -3904111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3904089.750000 Penalty: 3449.879883
	Iteration 26Q: 3 clusters Score -3904090 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3904074.750000 Penalty: 3449.879883
	Iteration 27Q: 3 clusters Score -3904075 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3904064.750000 Penalty: 3449.879883
	Iteration 28Q: 3 clusters Score -3904065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3904044.250000 Penalty: 3449.879883
	Iteration 29Q: 3 clusters Score -3904044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3904016.000000 Penalty: 3449.879883
	Iteration 30Q: 3 clusters Score -3904016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3904009.750000 Penalty: 3449.879883
	Iteration 31Q: 3 clusters Score -3904010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3903997.250000 Penalty: 3449.879883
	Iteration 32Q: 3 clusters Score -3903997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3903988.000000 Penalty: 3449.879883
	Iteration 33Q: 3 clusters Score -3903988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3903982.500000 Penalty: 3449.879883
	Iteration 34Q: 3 clusters Score -3903982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3903984.500000 Penalty: 3449.879883
	Iteration 35Q: 3 clusters Score -3903984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3903976.250000 Penalty: 3449.879883
	Iteration 36Q: 3 clusters Score -3903976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3903974.250000 Penalty: 3449.879883
	Iteration 37Q: 3 clusters Score -3903974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3903967.500000 Penalty: 3449.879883
	Iteration 38Q: 3 clusters Score -3903968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3903958.750000 Penalty: 3449.879883
	Iteration 39Q: 3 clusters Score -3903959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3903963.500000 Penalty: 3449.879883
	Iteration 40F: 3 clusters Score -3903964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3903965.750000 Penalty: 3449.879883
	Iteration 41Q: 3 clusters Score -3903966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3903965.000000 Penalty: 3449.879883
	Iteration 42Q: 3 clusters Score -3903965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3903966.250000 Penalty: 3449.879883
	Iteration 43Q: 3 clusters Score -3903966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3903963.250000 Penalty: 3449.879883
	Iteration 44Q: 3 clusters Score -3903963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3903970.750000 Penalty: 3449.879883
	Iteration 45Q: 3 clusters Score -3903971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3903967.250000 Penalty: 3449.879883
	Iteration 46Q: 3 clusters Score -3903967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3903957.500000 Penalty: 3449.879883
	Iteration 47Q: 3 clusters Score -3903958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3903949.000000 Penalty: 3449.879883
	Iteration 48Q: 3 clusters Score -3903949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3903953.500000 Penalty: 3449.879883
	Iteration 49Q: 3 clusters Score -3903954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3903949.750000 Penalty: 3449.879883
	Iteration 50Q: 3 clusters Score -3903950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3903940.250000 Penalty: 3449.879883
	Iteration 51Q: 3 clusters Score -3903940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3903932.250000 Penalty: 3449.879883
	Iteration 52Q: 3 clusters Score -3903932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3903930.250000 Penalty: 3449.879883
	Iteration 53Q: 3 clusters Score -3903930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3903924.500000 Penalty: 3449.879883
	Iteration 54Q: 3 clusters Score -3903924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3903921.750000 Penalty: 3449.879883
	Iteration 55Q: 3 clusters Score -3903922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3903925.250000 Penalty: 3449.879883
	Iteration 56Q: 3 clusters Score -3903925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3903925.750000 Penalty: 3449.879883
	Iteration 57Q: 3 clusters Score -3903926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3903915.750000 Penalty: 3449.879883
	Iteration 58Q: 3 clusters Score -3903916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3903915.500000 Penalty: 3449.879883
	Iteration 59Q: 3 clusters Score -3903916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3903902.750000 Penalty: 3449.879883
	Iteration 60F: 3 clusters Score -3903903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3903909.750000 Penalty: 3449.879883
	Iteration 61Q: 3 clusters Score -3903910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3903907.750000 Penalty: 3449.879883
	Iteration 62Q: 3 clusters Score -3903908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3903908.000000 Penalty: 3449.879883
	Iteration 63Q: 3 clusters Score -3903908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3903907.000000 Penalty: 3449.879883
	Iteration 64Q: 3 clusters Score -3903907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3903902.250000 Penalty: 3449.879883
	Iteration 65Q: 3 clusters Score -3903902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3903895.500000 Penalty: 3449.879883
	Iteration 66Q: 3 clusters Score -3903896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3903890.500000 Penalty: 3449.879883
	Iteration 67Q: 3 clusters Score -3903890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3903891.750000 Penalty: 3449.879883
	Iteration 68Q: 3 clusters Score -3903892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3903893.500000 Penalty: 3449.879883
	Iteration 69Q: 3 clusters Score -3903894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3903894.000000 Penalty: 3449.879883
	Iteration 70Q: 3 clusters Score -3903894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3903899.250000 Penalty: 3449.879883
	Iteration 71Q: 3 clusters Score -3903899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3903888.250000 Penalty: 3449.879883
	Iteration 72Q: 3 clusters Score -3903888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3903892.750000 Penalty: 3449.879883
	Iteration 73Q: 3 clusters Score -3903893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3903890.750000 Penalty: 3449.879883
	Iteration 74Q: 3 clusters Score -3903891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3903891.000000 Penalty: 3449.879883
	Iteration 75Q: 3 clusters Score -3903891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3903890.250000 Penalty: 3449.879883
	Iteration 76Q: 3 clusters Score -3903890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3903892.000000 Penalty: 3449.879883
	Iteration 77Q: 3 clusters Score -3903892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3903892.000000 Penalty: 3449.879883
	Iteration 78F: 3 clusters Score -3903892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -138774.000000 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -138774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136937.015625 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -136937 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -137307.890625 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -137307.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -137429.968750 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -137430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -137513.875000 Penalty: 2387.663086
	Iteration 3F: 3 clusters Score -137513.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -137586.125000 Penalty: 2387.663086
	Iteration 4Q: 3 clusters Score -137586.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -137645.625000 Penalty: 2387.663086
	Iteration 5Q: 3 clusters Score -137645.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -137687.250000 Penalty: 2387.663086
	Iteration 6Q: 3 clusters Score -137687.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -137719.656250 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -137719.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -137752.296875 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -137752.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -137789.171875 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -137789.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137826.265625 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -137826.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -137865.875000 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -137865.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -137897.750000 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -137897.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -137922.625000 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -137922.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -137951.718750 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -137951.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -137973.296875 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -137973.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -137990.921875 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -137990.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -138016.703125 Penalty: 2387.663086
	Iteration 17Q: 3 clusters Score -138016.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -138037.437500 Penalty: 2387.663086
	Iteration 18Q: 3 clusters Score -138037.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -138059.031250 Penalty: 2387.663086
	Iteration 19Q: 3 clusters Score -138059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -138075.906250 Penalty: 2387.663086
	Iteration 20F: 3 clusters Score -138075.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -138088.109375 Penalty: 2387.663086
	Iteration 21Q: 3 clusters Score -138088.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138104.656250 Penalty: 2387.663086
	Iteration 22Q: 3 clusters Score -138104.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -138123.750000 Penalty: 2387.663086
	Iteration 23Q: 3 clusters Score -138123.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -138142.968750 Penalty: 2387.663086
	Iteration 24Q: 3 clusters Score -138143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138162.812500 Penalty: 2387.663086
	Iteration 25Q: 3 clusters Score -138162.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138197.000000 Penalty: 2387.663086
	Iteration 26Q: 3 clusters Score -138197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -138224.093750 Penalty: 2387.663086
	Iteration 27Q: 3 clusters Score -138224.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138250.859375 Penalty: 2387.663086
	Iteration 28Q: 3 clusters Score -138250.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -138286.171875 Penalty: 2387.663086
	Iteration 29Q: 3 clusters Score -138286.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -138308.421875 Penalty: 2387.663086
	Iteration 30Q: 3 clusters Score -138308.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -138325.218750 Penalty: 2387.663086
	Iteration 31Q: 3 clusters Score -138325.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -138341.281250 Penalty: 2387.663086
	Iteration 32Q: 3 clusters Score -138341.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -138363.687500 Penalty: 2387.663086
	Iteration 33Q: 3 clusters Score -138363.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -138381.421875 Penalty: 2387.663086
	Iteration 34Q: 3 clusters Score -138381.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -138397.531250 Penalty: 2387.663086
	Iteration 35Q: 3 clusters Score -138397.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -138416.296875 Penalty: 2387.663086
	Iteration 36Q: 3 clusters Score -138416.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -138434.031250 Penalty: 2387.663086
	Iteration 37Q: 3 clusters Score -138434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138452.109375 Penalty: 2387.663086
	Iteration 38Q: 3 clusters Score -138452.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -138477.734375 Penalty: 2387.663086
	Iteration 39Q: 3 clusters Score -138477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -138511.125000 Penalty: 2387.663086
	Iteration 40F: 3 clusters Score -138511.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -138565.015625 Penalty: 2387.663086
	Iteration 41Q: 3 clusters Score -138565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -138601.843750 Penalty: 2387.663086
	Iteration 42Q: 3 clusters Score -138601.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -138626.265625 Penalty: 2387.663086
	Iteration 43Q: 3 clusters Score -138626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -138631.203125 Penalty: 2387.663086
	Iteration 44Q: 3 clusters Score -138631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -138636.796875 Penalty: 2387.663086
	Iteration 45Q: 3 clusters Score -138636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -138637.906250 Penalty: 2387.663086
	Iteration 46Q: 3 clusters Score -138637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -138637.906250 Penalty: 2387.663086
	Iteration 47F: 3 clusters Score -138637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -3293331.500000 Penalty: 1693.528809
	Iteration 0F: 2 clusters Score -3293332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3272885.250000 Penalty: 3387.057617
	Iteration 0F: 3 clusters Score -3272885 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3281475.250000 Penalty: 3387.057617
	Iteration 1F: 3 clusters Score -3281475 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3281960.000000 Penalty: 3387.057617
	Iteration 2Q: 3 clusters Score -3281960 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3282476.500000 Penalty: 3387.057617
	Iteration 3Q: 3 clusters Score -3282476 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3283172.000000 Penalty: 3387.057617
	Iteration 4Q: 3 clusters Score -3283172 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3284079.000000 Penalty: 3387.057617
	Iteration 5F: 3 clusters Score -3284079 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3285212.500000 Penalty: 3387.057617
	Iteration 6F: 3 clusters Score -3285212 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3286557.750000 Penalty: 3387.057617
	Iteration 7F: 3 clusters Score -3286558 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3288041.000000 Penalty: 3387.057617
	Iteration 8F: 3 clusters Score -3288041 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3289629.500000 Penalty: 3387.057617
	Iteration 9F: 3 clusters Score -3289630 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3290858.000000 Penalty: 3387.057617
	Iteration 10F: 3 clusters Score -3290858 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3291501.000000 Penalty: 3387.057617
	Iteration 11Q: 3 clusters Score -3291501 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3291780.500000 Penalty: 3387.057617
	Iteration 12Q: 3 clusters Score -3291780 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3291916.250000 Penalty: 3387.057617
	Iteration 13Q: 3 clusters Score -3291916 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3292050.000000 Penalty: 3387.057617
	Iteration 14Q: 3 clusters Score -3292050 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3292113.250000 Penalty: 3387.057617
	Iteration 15Q: 3 clusters Score -3292113 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3292173.250000 Penalty: 3387.057617
	Iteration 16Q: 3 clusters Score -3292173 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3292153.500000 Penalty: 3387.057617
	Iteration 17Q: 3 clusters Score -3292154 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3292169.500000 Penalty: 3387.057617
	Iteration 18Q: 3 clusters Score -3292170 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3292120.000000 Penalty: 3387.057617
	Iteration 19Q: 3 clusters Score -3292120 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3292135.500000 Penalty: 3387.057617
	Iteration 20F: 3 clusters Score -3292136 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3292103.250000 Penalty: 3387.057617
	Iteration 21Q: 3 clusters Score -3292103 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3292070.750000 Penalty: 3387.057617
	Iteration 22Q: 3 clusters Score -3292071 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3292016.000000 Penalty: 3387.057617
	Iteration 23Q: 3 clusters Score -3292016 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3291995.000000 Penalty: 3387.057617
	Iteration 24Q: 3 clusters Score -3291995 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3291994.500000 Penalty: 3387.057617
	Iteration 25Q: 3 clusters Score -3291994 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3291971.750000 Penalty: 3387.057617
	Iteration 26Q: 3 clusters Score -3291972 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -3291988.500000 Penalty: 3387.057617
	Iteration 27Q: 3 clusters Score -3291988 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -3292004.500000 Penalty: 3387.057617
	Iteration 28Q: 3 clusters Score -3292004 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3291992.250000 Penalty: 3387.057617
	Iteration 29Q: 3 clusters Score -3291992 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3291978.750000 Penalty: 3387.057617
	Iteration 30Q: 3 clusters Score -3291979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3291946.750000 Penalty: 3387.057617
	Iteration 31Q: 3 clusters Score -3291947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -3291940.500000 Penalty: 3387.057617
	Iteration 32Q: 3 clusters Score -3291940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -3291949.750000 Penalty: 3387.057617
	Iteration 33Q: 3 clusters Score -3291950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -3291954.750000 Penalty: 3387.057617
	Iteration 34Q: 3 clusters Score -3291955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -3291960.750000 Penalty: 3387.057617
	Iteration 35Q: 3 clusters Score -3291961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3291977.500000 Penalty: 3387.057617
	Iteration 36Q: 3 clusters Score -3291978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3291987.250000 Penalty: 3387.057617
	Iteration 37Q: 3 clusters Score -3291987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -3291998.750000 Penalty: 3387.057617
	Iteration 38Q: 3 clusters Score -3291999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3291997.750000 Penalty: 3387.057617
	Iteration 39Q: 3 clusters Score -3291998 nChanged 10
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: -3291993.500000 Penalty: 3387.057617
	Iteration 40F: 3 clusters Score -3291994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -3292002.750000 Penalty: 3387.057617
	Iteration 41Q: 3 clusters Score -3292003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -3292002.750000 Penalty: 3387.057617
	Iteration 42Q: 3 clusters Score -3292003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3292005.500000 Penalty: 3387.057617
	Iteration 43Q: 3 clusters Score -3292006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3292005.500000 Penalty: 3387.057617
	Iteration 44F: 3 clusters Score -3292006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -171346.718750 Penalty: 1226.896973
	Iteration 0F: 2 clusters Score -171346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -169315.296875 Penalty: 2453.793945
	Iteration 0F: 3 clusters Score -169315.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169821.609375 Penalty: 2453.793945
	Iteration 1F: 3 clusters Score -169821.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -169949.781250 Penalty: 2453.793945
	Iteration 2F: 3 clusters Score -169949.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -170029.000000 Penalty: 2453.793945
	Iteration 3F: 3 clusters Score -170029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -170072.234375 Penalty: 2453.793945
	Iteration 4Q: 3 clusters Score -170072.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -170111.875000 Penalty: 2453.793945
	Iteration 5Q: 3 clusters Score -170111.9 nChanged 45
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: -170149.046875 Penalty: 2453.793945
	Iteration 6Q: 3 clusters Score -170149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -170186.093750 Penalty: 2453.793945
	Iteration 7Q: 3 clusters Score -170186.1 nChanged 39
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: -170217.796875 Penalty: 2453.793945
	Iteration 8Q: 3 clusters Score -170217.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -170250.937500 Penalty: 2453.793945
	Iteration 9Q: 3 clusters Score -170250.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -170269.921875 Penalty: 2453.793945
	Iteration 10Q: 3 clusters Score -170269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -170277.375000 Penalty: 2453.793945
	Iteration 11Q: 3 clusters Score -170277.4 nChanged 15
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: -170287.265625 Penalty: 2453.793945
	Iteration 12Q: 3 clusters Score -170287.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -170293.250000 Penalty: 2453.793945
	Iteration 13Q: 3 clusters Score -170293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -170299.468750 Penalty: 2453.793945
	Iteration 14Q: 3 clusters Score -170299.5 nChanged 13
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: -170309.421875 Penalty: 2453.793945
	Iteration 15Q: 3 clusters Score -170309.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -170321.140625 Penalty: 2453.793945
	Iteration 16Q: 3 clusters Score -170321.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -170331.046875 Penalty: 2453.793945
	Iteration 17Q: 3 clusters Score -170331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -170345.890625 Penalty: 2453.793945
	Iteration 18Q: 3 clusters Score -170345.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -170358.640625 Penalty: 2453.793945
	Iteration 19Q: 3 clusters Score -170358.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -170366.890625 Penalty: 2453.793945
	Iteration 20F: 3 clusters Score -170366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -170374.593750 Penalty: 2453.793945
	Iteration 21Q: 3 clusters Score -170374.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170382.593750 Penalty: 2453.793945
	Iteration 22Q: 3 clusters Score -170382.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -170393.281250 Penalty: 2453.793945
	Iteration 23Q: 3 clusters Score -170393.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -170403.140625 Penalty: 2453.793945
	Iteration 24Q: 3 clusters Score -170403.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -170411.312500 Penalty: 2453.793945
	Iteration 25Q: 3 clusters Score -170411.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170418.390625 Penalty: 2453.793945
	Iteration 26Q: 3 clusters Score -170418.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -170423.750000 Penalty: 2453.793945
	Iteration 27Q: 3 clusters Score -170423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -170432.812500 Penalty: 2453.793945
	Iteration 28Q: 3 clusters Score -170432.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -170443.703125 Penalty: 2453.793945
	Iteration 29Q: 3 clusters Score -170443.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -170452.812500 Penalty: 2453.793945
	Iteration 30Q: 3 clusters Score -170452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -170462.765625 Penalty: 2453.793945
	Iteration 31Q: 3 clusters Score -170462.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -170473.828125 Penalty: 2453.793945
	Iteration 32Q: 3 clusters Score -170473.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -170484.515625 Penalty: 2453.793945
	Iteration 33Q: 3 clusters Score -170484.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -170500.296875 Penalty: 2453.793945
	Iteration 34Q: 3 clusters Score -170500.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -170523.468750 Penalty: 2453.793945
	Iteration 35Q: 3 clusters Score -170523.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -170561.531250 Penalty: 2453.793945
	Iteration 36Q: 3 clusters Score -170561.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -170613.546875 Penalty: 2453.793945
	Iteration 37Q: 3 clusters Score -170613.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -170672.234375 Penalty: 2453.793945
	Iteration 38Q: 3 clusters Score -170672.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -170743.671875 Penalty: 2453.793945
	Iteration 39Q: 3 clusters Score -170743.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -170824.109375 Penalty: 2453.793945
	Iteration 40F: 3 clusters Score -170824.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170912.656250 Penalty: 2453.793945
	Iteration 41Q: 3 clusters Score -170912.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -171041.250000 Penalty: 2453.793945
	Iteration 42Q: 3 clusters Score -171041.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -171188.640625 Penalty: 2453.793945
	Iteration 43Q: 3 clusters Score -171188.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -171318.984375 Penalty: 2453.793945
	Iteration 44Q: 3 clusters Score -171319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -171424.343750 Penalty: 2453.793945
	Iteration 45Q: 3 clusters Score -171424.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -171500.250000 Penalty: 2453.793945
	Iteration 46Q: 3 clusters Score -171500.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171536.343750 Penalty: 2453.793945
	Iteration 47Q: 3 clusters Score -171536.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171541.265625 Penalty: 2453.793945
	Iteration 48Q: 3 clusters Score -171541.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171541.296875 Penalty: 2453.793945
	Iteration 49F: 3 clusters Score -171541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171542.484375 Penalty: 2453.793945
	Iteration 50Q: 3 clusters Score -171542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171542.484375 Penalty: 2453.793945
	Iteration 51F: 3 clusters Score -171542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5424 members 
Mstep: Class 5 contains 34393 members 
Mstep: Class 6 contains 40037 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22709 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40742 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33581 members 
Mstep: Class 19 contains 1091 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38765 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 21322 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 24589 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 26918 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30771 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7506 members 
Mstep: Class 46 contains 810 members 
Entering Unmasked Estep 
Score: -49780588.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49781648.000000 to -49780588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Entering Unmasked Estep 
Score: -494495.656250 Penalty: 1409.612549
	Iteration 0F: 2 clusters Score -494495.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -489979.781250 Penalty: 2819.225098
	Iteration 0F: 3 clusters Score -489979.8 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -491350.156250 Penalty: 2819.225098
	Iteration 1F: 3 clusters Score -491350.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -491561.375000 Penalty: 2819.225098
	Iteration 2F: 3 clusters Score -491561.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -491747.468750 Penalty: 2819.225098
	Iteration 3F: 3 clusters Score -491747.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -491907.750000 Penalty: 2819.225098
	Iteration 4Q: 3 clusters Score -491907.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -492065.937500 Penalty: 2819.225098
	Iteration 5Q: 3 clusters Score -492065.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -492216.937500 Penalty: 2819.225098
	Iteration 6Q: 3 clusters Score -492216.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -492420.312500 Penalty: 2819.225098
	Iteration 7Q: 3 clusters Score -492420.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -492628.750000 Penalty: 2819.225098
	Iteration 8Q: 3 clusters Score -492628.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -492831.375000 Penalty: 2819.225098
	Iteration 9Q: 3 clusters Score -492831.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -492997.593750 Penalty: 2819.225098
	Iteration 10Q: 3 clusters Score -492997.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -493155.968750 Penalty: 2819.225098
	Iteration 11Q: 3 clusters Score -493156 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -493299.531250 Penalty: 2819.225098
	Iteration 12Q: 3 clusters Score -493299.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -493420.250000 Penalty: 2819.225098
	Iteration 13Q: 3 clusters Score -493420.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -493513.593750 Penalty: 2819.225098
	Iteration 14Q: 3 clusters Score -493513.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -493575.187500 Penalty: 2819.225098
	Iteration 15Q: 3 clusters Score -493575.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -493620.093750 Penalty: 2819.225098
	Iteration 16Q: 3 clusters Score -493620.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -493655.125000 Penalty: 2819.225098
	Iteration 17Q: 3 clusters Score -493655.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -493683.250000 Penalty: 2819.225098
	Iteration 18Q: 3 clusters Score -493683.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -493706.718750 Penalty: 2819.225098
	Iteration 19Q: 3 clusters Score -493706.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -493731.375000 Penalty: 2819.225098
	Iteration 20F: 3 clusters Score -493731.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -493749.968750 Penalty: 2819.225098
	Iteration 21Q: 3 clusters Score -493750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -493768.281250 Penalty: 2819.225098
	Iteration 22Q: 3 clusters Score -493768.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -493782.312500 Penalty: 2819.225098
	Iteration 23Q: 3 clusters Score -493782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -493787.593750 Penalty: 2819.225098
	Iteration 24Q: 3 clusters Score -493787.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -493793.250000 Penalty: 2819.225098
	Iteration 25Q: 3 clusters Score -493793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -493800.812500 Penalty: 2819.225098
	Iteration 26Q: 3 clusters Score -493800.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -493807.062500 Penalty: 2819.225098
	Iteration 27Q: 3 clusters Score -493807.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -493816.156250 Penalty: 2819.225098
	Iteration 28Q: 3 clusters Score -493816.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -493824.000000 Penalty: 2819.225098
	Iteration 29Q: 3 clusters Score -493824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -493829.750000 Penalty: 2819.225098
	Iteration 30Q: 3 clusters Score -493829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -493832.312500 Penalty: 2819.225098
	Iteration 31Q: 3 clusters Score -493832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -493834.375000 Penalty: 2819.225098
	Iteration 32Q: 3 clusters Score -493834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -493836.843750 Penalty: 2819.225098
	Iteration 33Q: 3 clusters Score -493836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -493840.406250 Penalty: 2819.225098
	Iteration 34Q: 3 clusters Score -493840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -493843.250000 Penalty: 2819.225098
	Iteration 35Q: 3 clusters Score -493843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -493845.437500 Penalty: 2819.225098
	Iteration 36Q: 3 clusters Score -493845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -493846.843750 Penalty: 2819.225098
	Iteration 37Q: 3 clusters Score -493846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -493849.125000 Penalty: 2819.225098
	Iteration 38Q: 3 clusters Score -493849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -493850.656250 Penalty: 2819.225098
	Iteration 39Q: 3 clusters Score -493850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -493850.656250 Penalty: 2819.225098
	Iteration 40F: 3 clusters Score -493850.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -468678.312500 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -468678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -464737.250000 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -464737.2 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -465872.437500 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -465872.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -466036.312500 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -466036.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -466139.000000 Penalty: 2770.419434
	Iteration 3Q: 3 clusters Score -466139 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -466223.031250 Penalty: 2770.419434
	Iteration 4Q: 3 clusters Score -466223 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -466297.843750 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -466297.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -466357.875000 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -466357.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -466421.875000 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -466421.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -466490.156250 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -466490.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -466561.125000 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -466561.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -466635.125000 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -466635.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -466727.500000 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -466727.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -466819.187500 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -466819.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -466910.531250 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -466910.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -466998.468750 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -466998.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -467108.468750 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -467108.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -467215.187500 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -467215.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -467327.968750 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -467328 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -467437.625000 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -467437.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -467514.593750 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -467514.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -467569.468750 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -467569.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -467615.906250 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -467615.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -467655.937500 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -467655.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -467690.156250 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -467690.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -467727.968750 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -467728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -467757.968750 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -467758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -467788.906250 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -467788.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -467815.812500 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -467815.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -467834.406250 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -467834.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -467852.531250 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -467852.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -467871.187500 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -467871.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -467880.656250 Penalty: 2770.419434
	Iteration 31Q: 3 clusters Score -467880.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -467886.500000 Penalty: 2770.419434
	Iteration 32Q: 3 clusters Score -467886.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -467891.062500 Penalty: 2770.419434
	Iteration 33Q: 3 clusters Score -467891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -467894.843750 Penalty: 2770.419434
	Iteration 34Q: 3 clusters Score -467894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -467903.031250 Penalty: 2770.419434
	Iteration 35Q: 3 clusters Score -467903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -467907.593750 Penalty: 2770.419434
	Iteration 36Q: 3 clusters Score -467907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -467913.687500 Penalty: 2770.419434
	Iteration 37Q: 3 clusters Score -467913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -467917.593750 Penalty: 2770.419434
	Iteration 38Q: 3 clusters Score -467917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -467918.343750 Penalty: 2770.419434
	Iteration 39Q: 3 clusters Score -467918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -467919.593750 Penalty: 2770.419434
	Iteration 40F: 3 clusters Score -467919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -467919.937500 Penalty: 2770.419434
	Iteration 41Q: 3 clusters Score -467919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -467921.593750 Penalty: 2770.419434
	Iteration 42Q: 3 clusters Score -467921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -467921.843750 Penalty: 2770.419434
	Iteration 43Q: 3 clusters Score -467921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -467921.843750 Penalty: 2770.419434
	Iteration 44F: 3 clusters Score -467921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -438345.500000 Penalty: 1379.896484
	Iteration 0F: 2 clusters Score -438345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -434472.843750 Penalty: 2759.792969
	Iteration 0F: 3 clusters Score -434472.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -435653.531250 Penalty: 2759.792969
	Iteration 1F: 3 clusters Score -435653.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -435860.687500 Penalty: 2759.792969
	Iteration 2F: 3 clusters Score -435860.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -436016.718750 Penalty: 2759.792969
	Iteration 3F: 3 clusters Score -436016.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -436168.218750 Penalty: 2759.792969
	Iteration 4Q: 3 clusters Score -436168.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -436296.843750 Penalty: 2759.792969
	Iteration 5Q: 3 clusters Score -436296.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -436408.562500 Penalty: 2759.792969
	Iteration 6Q: 3 clusters Score -436408.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -436512.906250 Penalty: 2759.792969
	Iteration 7Q: 3 clusters Score -436512.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -436617.500000 Penalty: 2759.792969
	Iteration 8Q: 3 clusters Score -436617.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -436718.375000 Penalty: 2759.792969
	Iteration 9Q: 3 clusters Score -436718.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -436818.437500 Penalty: 2759.792969
	Iteration 10Q: 3 clusters Score -436818.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -436899.187500 Penalty: 2759.792969
	Iteration 11Q: 3 clusters Score -436899.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -436955.812500 Penalty: 2759.792969
	Iteration 12Q: 3 clusters Score -436955.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -437001.218750 Penalty: 2759.792969
	Iteration 13Q: 3 clusters Score -437001.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -437046.093750 Penalty: 2759.792969
	Iteration 14Q: 3 clusters Score -437046.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -437089.406250 Penalty: 2759.792969
	Iteration 15Q: 3 clusters Score -437089.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -437126.343750 Penalty: 2759.792969
	Iteration 16Q: 3 clusters Score -437126.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -437151.312500 Penalty: 2759.792969
	Iteration 17Q: 3 clusters Score -437151.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -437172.593750 Penalty: 2759.792969
	Iteration 18Q: 3 clusters Score -437172.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -437190.875000 Penalty: 2759.792969
	Iteration 19Q: 3 clusters Score -437190.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -437207.875000 Penalty: 2759.792969
	Iteration 20F: 3 clusters Score -437207.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -437225.281250 Penalty: 2759.792969
	Iteration 21Q: 3 clusters Score -437225.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -437237.281250 Penalty: 2759.792969
	Iteration 22Q: 3 clusters Score -437237.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -437248.062500 Penalty: 2759.792969
	Iteration 23Q: 3 clusters Score -437248.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -437260.312500 Penalty: 2759.792969
	Iteration 24Q: 3 clusters Score -437260.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -437272.218750 Penalty: 2759.792969
	Iteration 25Q: 3 clusters Score -437272.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -437283.625000 Penalty: 2759.792969
	Iteration 26Q: 3 clusters Score -437283.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -437293.343750 Penalty: 2759.792969
	Iteration 27Q: 3 clusters Score -437293.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -437307.875000 Penalty: 2759.792969
	Iteration 28Q: 3 clusters Score -437307.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -437323.843750 Penalty: 2759.792969
	Iteration 29Q: 3 clusters Score -437323.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -437337.406250 Penalty: 2759.792969
	Iteration 30Q: 3 clusters Score -437337.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -437349.031250 Penalty: 2759.792969
	Iteration 31Q: 3 clusters Score -437349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -437360.437500 Penalty: 2759.792969
	Iteration 32Q: 3 clusters Score -437360.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -437371.062500 Penalty: 2759.792969
	Iteration 33Q: 3 clusters Score -437371.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -437383.593750 Penalty: 2759.792969
	Iteration 34Q: 3 clusters Score -437383.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -437394.000000 Penalty: 2759.792969
	Iteration 35Q: 3 clusters Score -437394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -437403.562500 Penalty: 2759.792969
	Iteration 36Q: 3 clusters Score -437403.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -437414.125000 Penalty: 2759.792969
	Iteration 37Q: 3 clusters Score -437414.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -437422.843750 Penalty: 2759.792969
	Iteration 38Q: 3 clusters Score -437422.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -437431.156250 Penalty: 2759.792969
	Iteration 39Q: 3 clusters Score -437431.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -437437.593750 Penalty: 2759.792969
	Iteration 40F: 3 clusters Score -437437.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -437445.031250 Penalty: 2759.792969
	Iteration 41Q: 3 clusters Score -437445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -437451.750000 Penalty: 2759.792969
	Iteration 42Q: 3 clusters Score -437451.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -437460.281250 Penalty: 2759.792969
	Iteration 43Q: 3 clusters Score -437460.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -437465.000000 Penalty: 2759.792969
	Iteration 44Q: 3 clusters Score -437465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -437468.531250 Penalty: 2759.792969
	Iteration 45Q: 3 clusters Score -437468.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -437474.781250 Penalty: 2759.792969
	Iteration 46Q: 3 clusters Score -437474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -437475.593750 Penalty: 2759.792969
	Iteration 47Q: 3 clusters Score -437475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -437477.218750 Penalty: 2759.792969
	Iteration 48Q: 3 clusters Score -437477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -437479.468750 Penalty: 2759.792969
	Iteration 49Q: 3 clusters Score -437479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -437479.375000 Penalty: 2759.792969
	Iteration 50Q: 3 clusters Score -437479.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -437479.656250 Penalty: 2759.792969
	Iteration 51Q: 3 clusters Score -437479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -437480.718750 Penalty: 2759.792969
	Iteration 52Q: 3 clusters Score -437480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -437481.718750 Penalty: 2759.792969
	Iteration 53Q: 3 clusters Score -437481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -437482.843750 Penalty: 2759.792969
	Iteration 54Q: 3 clusters Score -437482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -437483.312500 Penalty: 2759.792969
	Iteration 55Q: 3 clusters Score -437483.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -437484.218750 Penalty: 2759.792969
	Iteration 56Q: 3 clusters Score -437484.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -437486.718750 Penalty: 2759.792969
	Iteration 57Q: 3 clusters Score -437486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -437488.093750 Penalty: 2759.792969
	Iteration 58Q: 3 clusters Score -437488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -437490.156250 Penalty: 2759.792969
	Iteration 59Q: 3 clusters Score -437490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -437492.781250 Penalty: 2759.792969
	Iteration 60F: 3 clusters Score -437492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -437496.000000 Penalty: 2759.792969
	Iteration 61Q: 3 clusters Score -437496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -437497.000000 Penalty: 2759.792969
	Iteration 62Q: 3 clusters Score -437497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -437498.343750 Penalty: 2759.792969
	Iteration 63Q: 3 clusters Score -437498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -437499.500000 Penalty: 2759.792969
	Iteration 64Q: 3 clusters Score -437499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -437500.031250 Penalty: 2759.792969
	Iteration 65Q: 3 clusters Score -437500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -437501.250000 Penalty: 2759.792969
	Iteration 66Q: 3 clusters Score -437501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -437501.281250 Penalty: 2759.792969
	Iteration 67Q: 3 clusters Score -437501.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -437504.468750 Penalty: 2759.792969
	Iteration 68Q: 3 clusters Score -437504.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -437507.718750 Penalty: 2759.792969
	Iteration 69Q: 3 clusters Score -437507.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -437511.531250 Penalty: 2759.792969
	Iteration 70Q: 3 clusters Score -437511.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -437513.687500 Penalty: 2759.792969
	Iteration 71Q: 3 clusters Score -437513.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -437517.156250 Penalty: 2759.792969
	Iteration 72Q: 3 clusters Score -437517.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -437519.625000 Penalty: 2759.792969
	Iteration 73Q: 3 clusters Score -437519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -437521.531250 Penalty: 2759.792969
	Iteration 74Q: 3 clusters Score -437521.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -437522.375000 Penalty: 2759.792969
	Iteration 75Q: 3 clusters Score -437522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -437524.656250 Penalty: 2759.792969
	Iteration 76Q: 3 clusters Score -437524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -437525.312500 Penalty: 2759.792969
	Iteration 77Q: 3 clusters Score -437525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -437528.031250 Penalty: 2759.792969
	Iteration 78Q: 3 clusters Score -437528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -437530.156250 Penalty: 2759.792969
	Iteration 79Q: 3 clusters Score -437530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -437531.312500 Penalty: 2759.792969
	Iteration 80F: 3 clusters Score -437531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -437533.031250 Penalty: 2759.792969
	Iteration 81Q: 3 clusters Score -437533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -437535.125000 Penalty: 2759.792969
	Iteration 82Q: 3 clusters Score -437535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -437537.062500 Penalty: 2759.792969
	Iteration 83Q: 3 clusters Score -437537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -437537.656250 Penalty: 2759.792969
	Iteration 84Q: 3 clusters Score -437537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -437538.375000 Penalty: 2759.792969
	Iteration 85Q: 3 clusters Score -437538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -437539.000000 Penalty: 2759.792969
	Iteration 86Q: 3 clusters Score -437539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -437539.281250 Penalty: 2759.792969
	Iteration 87Q: 3 clusters Score -437539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -437539.718750 Penalty: 2759.792969
	Iteration 88Q: 3 clusters Score -437539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -437540.906250 Penalty: 2759.792969
	Iteration 89Q: 3 clusters Score -437540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -437540.656250 Penalty: 2759.792969
	Iteration 90Q: 3 clusters Score -437540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -437540.781250 Penalty: 2759.792969
	Iteration 91Q: 3 clusters Score -437540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -437541.062500 Penalty: 2759.792969
	Iteration 92Q: 3 clusters Score -437541.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -437540.968750 Penalty: 2759.792969
	Iteration 93Q: 3 clusters Score -437541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -437540.968750 Penalty: 2759.792969
	Iteration 94F: 3 clusters Score -437541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -592617.187500 Penalty: 1426.051758
	Iteration 0F: 2 clusters Score -592617.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -587736.312500 Penalty: 2852.103516
	Iteration 0F: 3 clusters Score -587736.3 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -589196.812500 Penalty: 2852.103516
	Iteration 1F: 3 clusters Score -589196.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -589458.187500 Penalty: 2852.103516
	Iteration 2F: 3 clusters Score -589458.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -589727.562500 Penalty: 2852.103516
	Iteration 3F: 3 clusters Score -589727.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -589939.187500 Penalty: 2852.103516
	Iteration 4F: 3 clusters Score -589939.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -590154.312500 Penalty: 2852.103516
	Iteration 5F: 3 clusters Score -590154.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -590376.125000 Penalty: 2852.103516
	Iteration 6F: 3 clusters Score -590376.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -590623.562500 Penalty: 2852.103516
	Iteration 7Q: 3 clusters Score -590623.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -590845.312500 Penalty: 2852.103516
	Iteration 8Q: 3 clusters Score -590845.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -591086.687500 Penalty: 2852.103516
	Iteration 9Q: 3 clusters Score -591086.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -591330.437500 Penalty: 2852.103516
	Iteration 10Q: 3 clusters Score -591330.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -591579.937500 Penalty: 2852.103516
	Iteration 11Q: 3 clusters Score -591579.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -591742.437500 Penalty: 2852.103516
	Iteration 12Q: 3 clusters Score -591742.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -591865.187500 Penalty: 2852.103516
	Iteration 13Q: 3 clusters Score -591865.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -591948.625000 Penalty: 2852.103516
	Iteration 14Q: 3 clusters Score -591948.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -592016.187500 Penalty: 2852.103516
	Iteration 15Q: 3 clusters Score -592016.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -592046.625000 Penalty: 2852.103516
	Iteration 16Q: 3 clusters Score -592046.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -592067.375000 Penalty: 2852.103516
	Iteration 17Q: 3 clusters Score -592067.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -592075.625000 Penalty: 2852.103516
	Iteration 18Q: 3 clusters Score -592075.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -592079.750000 Penalty: 2852.103516
	Iteration 19Q: 3 clusters Score -592079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -592082.125000 Penalty: 2852.103516
	Iteration 20F: 3 clusters Score -592082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -592082.250000 Penalty: 2852.103516
	Iteration 21Q: 3 clusters Score -592082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -592083.000000 Penalty: 2852.103516
	Iteration 22Q: 3 clusters Score -592083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -592083.000000 Penalty: 2852.103516
	Iteration 23F: 3 clusters Score -592083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Entering Unmasked Estep 
Score: -1221140.000000 Penalty: 1534.107056
	Iteration 0F: 2 clusters Score -1221140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1212290.000000 Penalty: 3068.214111
	Iteration 0F: 3 clusters Score -1212290 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1215280.625000 Penalty: 3068.214111
	Iteration 1F: 3 clusters Score -1215281 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1215566.500000 Penalty: 3068.214111
	Iteration 2F: 3 clusters Score -1215566 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1215837.875000 Penalty: 3068.214111
	Iteration 3F: 3 clusters Score -1215838 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1216089.750000 Penalty: 3068.214111
	Iteration 4Q: 3 clusters Score -1216090 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1216351.500000 Penalty: 3068.214111
	Iteration 5Q: 3 clusters Score -1216352 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1216645.625000 Penalty: 3068.214111
	Iteration 6Q: 3 clusters Score -1216646 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1216995.375000 Penalty: 3068.214111
	Iteration 7Q: 3 clusters Score -1216995 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1217410.375000 Penalty: 3068.214111
	Iteration 8Q: 3 clusters Score -1217410 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1217860.875000 Penalty: 3068.214111
	Iteration 9Q: 3 clusters Score -1217861 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1218323.750000 Penalty: 3068.214111
	Iteration 10Q: 3 clusters Score -1218324 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1218710.625000 Penalty: 3068.214111
	Iteration 11Q: 3 clusters Score -1218711 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1219051.000000 Penalty: 3068.214111
	Iteration 12Q: 3 clusters Score -1219051 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1219334.625000 Penalty: 3068.214111
	Iteration 13Q: 3 clusters Score -1219335 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1219564.250000 Penalty: 3068.214111
	Iteration 14Q: 3 clusters Score -1219564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1219710.125000 Penalty: 3068.214111
	Iteration 15Q: 3 clusters Score -1219710 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1219833.625000 Penalty: 3068.214111
	Iteration 16Q: 3 clusters Score -1219834 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1219935.500000 Penalty: 3068.214111
	Iteration 17Q: 3 clusters Score -1219936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1220005.625000 Penalty: 3068.214111
	Iteration 18Q: 3 clusters Score -1220006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1220037.125000 Penalty: 3068.214111
	Iteration 19Q: 3 clusters Score -1220037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1220054.125000 Penalty: 3068.214111
	Iteration 20F: 3 clusters Score -1220054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1220067.125000 Penalty: 3068.214111
	Iteration 21Q: 3 clusters Score -1220067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1220075.375000 Penalty: 3068.214111
	Iteration 22Q: 3 clusters Score -1220075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1220084.000000 Penalty: 3068.214111
	Iteration 23Q: 3 clusters Score -1220084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1220089.500000 Penalty: 3068.214111
	Iteration 24Q: 3 clusters Score -1220090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1220094.250000 Penalty: 3068.214111
	Iteration 25Q: 3 clusters Score -1220094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1220100.375000 Penalty: 3068.214111
	Iteration 26Q: 3 clusters Score -1220100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1220100.250000 Penalty: 3068.214111
	Iteration 27Q: 3 clusters Score -1220100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1220101.750000 Penalty: 3068.214111
	Iteration 28Q: 3 clusters Score -1220102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1220102.875000 Penalty: 3068.214111
	Iteration 29Q: 3 clusters Score -1220103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1220106.500000 Penalty: 3068.214111
	Iteration 30Q: 3 clusters Score -1220106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1220105.625000 Penalty: 3068.214111
	Iteration 31Q: 3 clusters Score -1220106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1220105.375000 Penalty: 3068.214111
	Iteration 32Q: 3 clusters Score -1220105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1220105.750000 Penalty: 3068.214111
	Iteration 33Q: 3 clusters Score -1220106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1220104.375000 Penalty: 3068.214111
	Iteration 34Q: 3 clusters Score -1220104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1220104.375000 Penalty: 3068.214111
	Iteration 35F: 3 clusters Score -1220104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -111749.906250 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -111749.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -110112.742188 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -110112.7 nChanged 404
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: -110404.187500 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -110404.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110492.335938 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -110492.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110538.390625 Penalty: 2327.779053
	Iteration 3Q: 3 clusters Score -110538.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110565.875000 Penalty: 2327.779053
	Iteration 4Q: 3 clusters Score -110565.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110581.718750 Penalty: 2327.779053
	Iteration 5Q: 3 clusters Score -110581.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110594.171875 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -110594.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110607.054688 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -110607.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110614.796875 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -110614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110622.804688 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -110622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110628.664062 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -110628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110637.671875 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -110637.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110643.226562 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -110643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110646.007812 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -110646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110647.046875 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -110647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110648.765625 Penalty: 2327.779053
	Iteration 15Q: 3 clusters Score -110648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -110649.343750 Penalty: 2327.779053
	Iteration 16Q: 3 clusters Score -110649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110651.289062 Penalty: 2327.779053
	Iteration 17Q: 3 clusters Score -110651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -110652.859375 Penalty: 2327.779053
	Iteration 18Q: 3 clusters Score -110652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -110652.859375 Penalty: 2327.779053
	Iteration 19F: 3 clusters Score -110652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Entering Unmasked Estep 
Score: -3681141.250000 Penalty: 1716.856934
	Iteration 0F: 2 clusters Score -3681141 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 19410 members 
Entering Unmasked Estep 
Score: -3656751.750000 Penalty: 3433.713867
	Iteration 0F: 3 clusters Score -3656752 nChanged 18083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3666949.500000 Penalty: 3433.713867
	Iteration 1F: 3 clusters Score -3666950 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3667293.250000 Penalty: 3433.713867
	Iteration 2Q: 3 clusters Score -3667293 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3667612.500000 Penalty: 3433.713867
	Iteration 3Q: 3 clusters Score -3667612 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3667905.000000 Penalty: 3433.713867
	Iteration 4Q: 3 clusters Score -3667905 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3668206.000000 Penalty: 3433.713867
	Iteration 5Q: 3 clusters Score -3668206 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3668541.000000 Penalty: 3433.713867
	Iteration 6Q: 3 clusters Score -3668541 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3668957.000000 Penalty: 3433.713867
	Iteration 7Q: 3 clusters Score -3668957 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3669483.000000 Penalty: 3433.713867
	Iteration 8Q: 3 clusters Score -3669483 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3670164.750000 Penalty: 3433.713867
	Iteration 9Q: 3 clusters Score -3670165 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3671143.250000 Penalty: 3433.713867
	Iteration 10Q: 3 clusters Score -3671143 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3672247.250000 Penalty: 3433.713867
	Iteration 11Q: 3 clusters Score -3672247 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3673399.750000 Penalty: 3433.713867
	Iteration 12Q: 3 clusters Score -3673400 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3674245.750000 Penalty: 3433.713867
	Iteration 13Q: 3 clusters Score -3674246 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3674686.250000 Penalty: 3433.713867
	Iteration 14Q: 3 clusters Score -3674686 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3674937.000000 Penalty: 3433.713867
	Iteration 15Q: 3 clusters Score -3674937 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3675153.250000 Penalty: 3433.713867
	Iteration 16Q: 3 clusters Score -3675153 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3675345.000000 Penalty: 3433.713867
	Iteration 17Q: 3 clusters Score -3675345 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3675534.000000 Penalty: 3433.713867
	Iteration 18Q: 3 clusters Score -3675534 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3675742.250000 Penalty: 3433.713867
	Iteration 19Q: 3 clusters Score -3675742 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3675964.500000 Penalty: 3433.713867
	Iteration 20F: 3 clusters Score -3675964 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3676206.500000 Penalty: 3433.713867
	Iteration 21Q: 3 clusters Score -3676206 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3676475.500000 Penalty: 3433.713867
	Iteration 22Q: 3 clusters Score -3676476 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3676794.750000 Penalty: 3433.713867
	Iteration 23Q: 3 clusters Score -3676795 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3677155.000000 Penalty: 3433.713867
	Iteration 24Q: 3 clusters Score -3677155 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -3677530.000000 Penalty: 3433.713867
	Iteration 25Q: 3 clusters Score -3677530 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -3677926.500000 Penalty: 3433.713867
	Iteration 26Q: 3 clusters Score -3677926 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3678291.500000 Penalty: 3433.713867
	Iteration 27Q: 3 clusters Score -3678292 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -3678605.500000 Penalty: 3433.713867
	Iteration 28Q: 3 clusters Score -3678606 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -3678906.000000 Penalty: 3433.713867
	Iteration 29Q: 3 clusters Score -3678906 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -3679091.500000 Penalty: 3433.713867
	Iteration 30Q: 3 clusters Score -3679092 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -3679260.250000 Penalty: 3433.713867
	Iteration 31Q: 3 clusters Score -3679260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -3679457.500000 Penalty: 3433.713867
	Iteration 32Q: 3 clusters Score -3679458 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -3679546.750000 Penalty: 3433.713867
	Iteration 33Q: 3 clusters Score -3679547 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -3679631.250000 Penalty: 3433.713867
	Iteration 34Q: 3 clusters Score -3679631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -3679676.750000 Penalty: 3433.713867
	Iteration 35Q: 3 clusters Score -3679677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -3679711.500000 Penalty: 3433.713867
	Iteration 36Q: 3 clusters Score -3679712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -3679723.000000 Penalty: 3433.713867
	Iteration 37Q: 3 clusters Score -3679723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -3679738.000000 Penalty: 3433.713867
	Iteration 38Q: 3 clusters Score -3679738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -3679751.750000 Penalty: 3433.713867
	Iteration 39Q: 3 clusters Score -3679752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -3679762.500000 Penalty: 3433.713867
	Iteration 40F: 3 clusters Score -3679762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -3679768.000000 Penalty: 3433.713867
	Iteration 41Q: 3 clusters Score -3679768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -3679764.500000 Penalty: 3433.713867
	Iteration 42Q: 3 clusters Score -3679764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -3679764.000000 Penalty: 3433.713867
	Iteration 43Q: 3 clusters Score -3679764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3679765.750000 Penalty: 3433.713867
	Iteration 44Q: 3 clusters Score -3679766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -3679769.750000 Penalty: 3433.713867
	Iteration 45Q: 3 clusters Score -3679770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -3679769.750000 Penalty: 3433.713867
	Iteration 46F: 3 clusters Score -3679770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -329409.218750 Penalty: 1333.214722
	Iteration 0F: 2 clusters Score -329409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -326249.750000 Penalty: 2666.429443
	Iteration 0F: 3 clusters Score -326249.8 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -327114.312500 Penalty: 2666.429443
	Iteration 1F: 3 clusters Score -327114.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -327290.187500 Penalty: 2666.429443
	Iteration 2F: 3 clusters Score -327290.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -327409.250000 Penalty: 2666.429443
	Iteration 3F: 3 clusters Score -327409.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -327527.718750 Penalty: 2666.429443
	Iteration 4Q: 3 clusters Score -327527.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -327632.937500 Penalty: 2666.429443
	Iteration 5Q: 3 clusters Score -327632.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -327736.343750 Penalty: 2666.429443
	Iteration 6Q: 3 clusters Score -327736.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -327831.843750 Penalty: 2666.429443
	Iteration 7Q: 3 clusters Score -327831.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -327932.750000 Penalty: 2666.429443
	Iteration 8Q: 3 clusters Score -327932.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -328035.531250 Penalty: 2666.429443
	Iteration 9Q: 3 clusters Score -328035.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -328130.625000 Penalty: 2666.429443
	Iteration 10Q: 3 clusters Score -328130.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -328225.812500 Penalty: 2666.429443
	Iteration 11Q: 3 clusters Score -328225.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -328317.437500 Penalty: 2666.429443
	Iteration 12Q: 3 clusters Score -328317.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -328414.218750 Penalty: 2666.429443
	Iteration 13Q: 3 clusters Score -328414.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -328502.843750 Penalty: 2666.429443
	Iteration 14Q: 3 clusters Score -328502.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -328602.468750 Penalty: 2666.429443
	Iteration 15Q: 3 clusters Score -328602.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -328708.406250 Penalty: 2666.429443
	Iteration 16Q: 3 clusters Score -328708.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -328783.031250 Penalty: 2666.429443
	Iteration 17Q: 3 clusters Score -328783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -328831.906250 Penalty: 2666.429443
	Iteration 18Q: 3 clusters Score -328831.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -328855.000000 Penalty: 2666.429443
	Iteration 19Q: 3 clusters Score -328855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -328865.343750 Penalty: 2666.429443
	Iteration 20F: 3 clusters Score -328865.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -328872.562500 Penalty: 2666.429443
	Iteration 21Q: 3 clusters Score -328872.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -328879.437500 Penalty: 2666.429443
	Iteration 22Q: 3 clusters Score -328879.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -328885.156250 Penalty: 2666.429443
	Iteration 23Q: 3 clusters Score -328885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -328892.437500 Penalty: 2666.429443
	Iteration 24Q: 3 clusters Score -328892.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -328897.843750 Penalty: 2666.429443
	Iteration 25Q: 3 clusters Score -328897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -328901.875000 Penalty: 2666.429443
	Iteration 26Q: 3 clusters Score -328901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -328906.218750 Penalty: 2666.429443
	Iteration 27Q: 3 clusters Score -328906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -328909.750000 Penalty: 2666.429443
	Iteration 28Q: 3 clusters Score -328909.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -328912.656250 Penalty: 2666.429443
	Iteration 29Q: 3 clusters Score -328912.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -328915.531250 Penalty: 2666.429443
	Iteration 30Q: 3 clusters Score -328915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -328917.093750 Penalty: 2666.429443
	Iteration 31Q: 3 clusters Score -328917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -328918.437500 Penalty: 2666.429443
	Iteration 32Q: 3 clusters Score -328918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -328919.562500 Penalty: 2666.429443
	Iteration 33Q: 3 clusters Score -328919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -328920.343750 Penalty: 2666.429443
	Iteration 34Q: 3 clusters Score -328920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -328920.687500 Penalty: 2666.429443
	Iteration 35Q: 3 clusters Score -328920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -328920.968750 Penalty: 2666.429443
	Iteration 36Q: 3 clusters Score -328921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -328921.312500 Penalty: 2666.429443
	Iteration 37Q: 3 clusters Score -328921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -328921.312500 Penalty: 2666.429443
	Iteration 38F: 3 clusters Score -328921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -175941.250000 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -175941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -173930.390625 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -173930.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -174519.359375 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -174519.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -174716.046875 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -174716 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -174851.015625 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -174851 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -174957.171875 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -174957.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -175033.765625 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -175033.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -175116.609375 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -175116.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -175172.015625 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -175172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -175213.187500 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -175213.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -175236.578125 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -175236.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -175259.781250 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -175259.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -175286.937500 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -175286.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -175301.500000 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -175301.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -175308.500000 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -175308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -175317.859375 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -175317.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -175330.968750 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -175331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -175338.531250 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -175338.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -175342.468750 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -175342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -175344.937500 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -175344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -175349.078125 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -175349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -175355.750000 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -175355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -175361.468750 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -175361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -175367.453125 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -175367.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -175374.296875 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -175374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -175376.453125 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -175376.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -175376.453125 Penalty: 2456.856689
	Iteration 25F: 3 clusters Score -175376.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Entering Unmasked Estep 
Score: -463180.937500 Penalty: 1383.718506
	Iteration 0F: 2 clusters Score -463180.9 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 2470 members 
Entering Unmasked Estep 
Score: -459240.156250 Penalty: 2767.437012
	Iteration 0F: 3 clusters Score -459240.2 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -460364.187500 Penalty: 2767.437012
	Iteration 1F: 3 clusters Score -460364.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -460564.000000 Penalty: 2767.437012
	Iteration 2F: 3 clusters Score -460564 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -460706.406250 Penalty: 2767.437012
	Iteration 3F: 3 clusters Score -460706.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -460839.718750 Penalty: 2767.437012
	Iteration 4Q: 3 clusters Score -460839.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -460994.406250 Penalty: 2767.437012
	Iteration 5Q: 3 clusters Score -460994.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -461166.187500 Penalty: 2767.437012
	Iteration 6Q: 3 clusters Score -461166.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -461403.625000 Penalty: 2767.437012
	Iteration 7F: 3 clusters Score -461403.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -461716.500000 Penalty: 2767.437012
	Iteration 8F: 3 clusters Score -461716.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -462051.968750 Penalty: 2767.437012
	Iteration 9F: 3 clusters Score -462052 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -462322.875000 Penalty: 2767.437012
	Iteration 10F: 3 clusters Score -462322.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -462539.343750 Penalty: 2767.437012
	Iteration 11Q: 3 clusters Score -462539.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -462752.406250 Penalty: 2767.437012
	Iteration 12Q: 3 clusters Score -462752.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -462946.625000 Penalty: 2767.437012
	Iteration 13Q: 3 clusters Score -462946.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -463107.281250 Penalty: 2767.437012
	Iteration 14Q: 3 clusters Score -463107.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -463178.187500 Penalty: 2767.437012
	Iteration 15Q: 3 clusters Score -463178.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -463208.500000 Penalty: 2767.437012
	Iteration 16Q: 3 clusters Score -463208.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -463221.687500 Penalty: 2767.437012
	Iteration 17Q: 3 clusters Score -463221.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -463229.343750 Penalty: 2767.437012
	Iteration 18Q: 3 clusters Score -463229.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -463233.687500 Penalty: 2767.437012
	Iteration 19Q: 3 clusters Score -463233.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -463241.250000 Penalty: 2767.437012
	Iteration 20F: 3 clusters Score -463241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -463245.843750 Penalty: 2767.437012
	Iteration 21Q: 3 clusters Score -463245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -463250.031250 Penalty: 2767.437012
	Iteration 22Q: 3 clusters Score -463250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -463253.156250 Penalty: 2767.437012
	Iteration 23Q: 3 clusters Score -463253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -463254.468750 Penalty: 2767.437012
	Iteration 24Q: 3 clusters Score -463254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -463255.250000 Penalty: 2767.437012
	Iteration 25Q: 3 clusters Score -463255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -463256.718750 Penalty: 2767.437012
	Iteration 26Q: 3 clusters Score -463256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -463257.531250 Penalty: 2767.437012
	Iteration 27Q: 3 clusters Score -463257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -463257.093750 Penalty: 2767.437012
	Iteration 28Q: 3 clusters Score -463257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -463258.531250 Penalty: 2767.437012
	Iteration 29Q: 3 clusters Score -463258.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -463260.000000 Penalty: 2767.437012
	Iteration 30Q: 3 clusters Score -463260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -463260.343750 Penalty: 2767.437012
	Iteration 31Q: 3 clusters Score -463260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -463261.812500 Penalty: 2767.437012
	Iteration 32Q: 3 clusters Score -463261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -463260.968750 Penalty: 2767.437012
	Iteration 33Q: 3 clusters Score -463261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -463261.125000 Penalty: 2767.437012
	Iteration 34Q: 3 clusters Score -463261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -463261.125000 Penalty: 2767.437012
	Iteration 35F: 3 clusters Score -463261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5424 members 
Mstep: Class 5 contains 34393 members 
Mstep: Class 6 contains 40037 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22709 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40742 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33581 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38765 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 2851 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 21322 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 24589 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 26918 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30771 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7506 members 
Mstep: Class 46 contains 2139 members 
Entering Unmasked Estep 
Score: -49780680.000000 Penalty: 98713.132812
Splitting cluster 29 changes total score from -49781648.000000 to -49780680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -107823.343750 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -107823.3 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 636 members 
Entering Unmasked Estep 
Score: -106219.445312 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -106219.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -106549.148438 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -106549.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -106668.226562 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -106668.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106731.539062 Penalty: 2320.647217
	Iteration 3Q: 3 clusters Score -106731.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106801.960938 Penalty: 2320.647217
	Iteration 4Q: 3 clusters Score -106802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106877.500000 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -106877.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -106957.343750 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -106957.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107025.187500 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -107025.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107082.718750 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -107082.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107127.757812 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -107127.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107164.023438 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -107164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -107191.828125 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -107191.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -107218.828125 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -107218.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107240.789062 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -107240.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -107273.195312 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -107273.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107319.203125 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -107319.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107364.093750 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -107364.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107395.289062 Penalty: 2320.647217
	Iteration 17Q: 3 clusters Score -107395.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -107419.093750 Penalty: 2320.647217
	Iteration 18Q: 3 clusters Score -107419.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107443.328125 Penalty: 2320.647217
	Iteration 19Q: 3 clusters Score -107443.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -107469.578125 Penalty: 2320.647217
	Iteration 20F: 3 clusters Score -107469.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107491.382812 Penalty: 2320.647217
	Iteration 21Q: 3 clusters Score -107491.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107506.640625 Penalty: 2320.647217
	Iteration 22Q: 3 clusters Score -107506.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107516.148438 Penalty: 2320.647217
	Iteration 23Q: 3 clusters Score -107516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107518.867188 Penalty: 2320.647217
	Iteration 24Q: 3 clusters Score -107518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107521.484375 Penalty: 2320.647217
	Iteration 25Q: 3 clusters Score -107521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107522.742188 Penalty: 2320.647217
	Iteration 26Q: 3 clusters Score -107522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -107526.234375 Penalty: 2320.647217
	Iteration 27Q: 3 clusters Score -107526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -107528.125000 Penalty: 2320.647217
	Iteration 28Q: 3 clusters Score -107528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -107529.210938 Penalty: 2320.647217
	Iteration 29Q: 3 clusters Score -107529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -107529.210938 Penalty: 2320.647217
	Iteration 30F: 3 clusters Score -107529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -133216.796875 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -133216.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -131425.765625 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -131425.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -131830.984375 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -131831 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -131961.937500 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -131961.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -132052.500000 Penalty: 2387.663086
	Iteration 3F: 3 clusters Score -132052.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -132114.640625 Penalty: 2387.663086
	Iteration 4Q: 3 clusters Score -132114.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -132157.468750 Penalty: 2387.663086
	Iteration 5Q: 3 clusters Score -132157.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132198.609375 Penalty: 2387.663086
	Iteration 6Q: 3 clusters Score -132198.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -132229.125000 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -132229.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -132254.703125 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -132254.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -132275.671875 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -132275.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -132292.671875 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -132292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -132311.656250 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -132311.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -132330.703125 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -132330.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -132339.218750 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -132339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -132345.609375 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -132345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -132348.718750 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -132348.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -132352.031250 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -132352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -132353.718750 Penalty: 2387.663086
	Iteration 17Q: 3 clusters Score -132353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -132355.031250 Penalty: 2387.663086
	Iteration 18Q: 3 clusters Score -132355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -132355.593750 Penalty: 2387.663086
	Iteration 19Q: 3 clusters Score -132355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -132355.593750 Penalty: 2387.663086
	Iteration 20F: 3 clusters Score -132355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -128504.984375 Penalty: 1200.804199
	Iteration 0F: 2 clusters Score -128505 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 766 members 
Entering Unmasked Estep 
Score: -126695.625000 Penalty: 2401.608398
	Iteration 0F: 3 clusters Score -126695.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127259.093750 Penalty: 2401.608398
	Iteration 1F: 3 clusters Score -127259.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127474.828125 Penalty: 2401.608398
	Iteration 2F: 3 clusters Score -127474.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127615.148438 Penalty: 2401.608398
	Iteration 3F: 3 clusters Score -127615.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127713.406250 Penalty: 2401.608398
	Iteration 4Q: 3 clusters Score -127713.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127757.382812 Penalty: 2401.608398
	Iteration 5Q: 3 clusters Score -127757.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -127776.835938 Penalty: 2401.608398
	Iteration 6Q: 3 clusters Score -127776.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127788.859375 Penalty: 2401.608398
	Iteration 7Q: 3 clusters Score -127788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127794.156250 Penalty: 2401.608398
	Iteration 8Q: 3 clusters Score -127794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -127795.921875 Penalty: 2401.608398
	Iteration 9Q: 3 clusters Score -127795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -127799.265625 Penalty: 2401.608398
	Iteration 10Q: 3 clusters Score -127799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127800.609375 Penalty: 2401.608398
	Iteration 11Q: 3 clusters Score -127800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127803.375000 Penalty: 2401.608398
	Iteration 12Q: 3 clusters Score -127803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127804.421875 Penalty: 2401.608398
	Iteration 13Q: 3 clusters Score -127804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -127805.367188 Penalty: 2401.608398
	Iteration 14Q: 3 clusters Score -127805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -127805.367188 Penalty: 2401.608398
	Iteration 15F: 3 clusters Score -127805.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Entering Unmasked Estep 
Score: -2092277.500000 Penalty: 1619.717896
	Iteration 0F: 2 clusters Score -2092278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2078017.125000 Penalty: 3239.435791
	Iteration 0F: 3 clusters Score -2078017 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2083218.375000 Penalty: 3239.435791
	Iteration 1F: 3 clusters Score -2083218 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2083482.875000 Penalty: 3239.435791
	Iteration 2Q: 3 clusters Score -2083483 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2083719.750000 Penalty: 3239.435791
	Iteration 3Q: 3 clusters Score -2083720 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2083975.500000 Penalty: 3239.435791
	Iteration 4Q: 3 clusters Score -2083976 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2084262.625000 Penalty: 3239.435791
	Iteration 5Q: 3 clusters Score -2084263 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2084671.625000 Penalty: 3239.435791
	Iteration 6Q: 3 clusters Score -2084672 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2085262.000000 Penalty: 3239.435791
	Iteration 7F: 3 clusters Score -2085262 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2086074.375000 Penalty: 3239.435791
	Iteration 8F: 3 clusters Score -2086074 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2087079.000000 Penalty: 3239.435791
	Iteration 9F: 3 clusters Score -2087079 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2088080.000000 Penalty: 3239.435791
	Iteration 10F: 3 clusters Score -2088080 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2088980.125000 Penalty: 3239.435791
	Iteration 11F: 3 clusters Score -2088980 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2089521.000000 Penalty: 3239.435791
	Iteration 12Q: 3 clusters Score -2089521 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2089750.625000 Penalty: 3239.435791
	Iteration 13Q: 3 clusters Score -2089751 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2089871.000000 Penalty: 3239.435791
	Iteration 14Q: 3 clusters Score -2089871 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2089946.625000 Penalty: 3239.435791
	Iteration 15Q: 3 clusters Score -2089947 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2089987.000000 Penalty: 3239.435791
	Iteration 16Q: 3 clusters Score -2089987 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2090010.875000 Penalty: 3239.435791
	Iteration 17Q: 3 clusters Score -2090011 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2090036.625000 Penalty: 3239.435791
	Iteration 18Q: 3 clusters Score -2090037 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2090032.750000 Penalty: 3239.435791
	Iteration 19Q: 3 clusters Score -2090033 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2090046.125000 Penalty: 3239.435791
	Iteration 20F: 3 clusters Score -2090046 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2090054.125000 Penalty: 3239.435791
	Iteration 21Q: 3 clusters Score -2090054 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2090053.250000 Penalty: 3239.435791
	Iteration 22Q: 3 clusters Score -2090053 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2090045.500000 Penalty: 3239.435791
	Iteration 23Q: 3 clusters Score -2090046 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2090063.125000 Penalty: 3239.435791
	Iteration 24Q: 3 clusters Score -2090063 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2090029.250000 Penalty: 3239.435791
	Iteration 25Q: 3 clusters Score -2090029 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2090019.500000 Penalty: 3239.435791
	Iteration 26Q: 3 clusters Score -2090020 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2089996.125000 Penalty: 3239.435791
	Iteration 27Q: 3 clusters Score -2089996 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2089992.875000 Penalty: 3239.435791
	Iteration 28Q: 3 clusters Score -2089993 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2089985.750000 Penalty: 3239.435791
	Iteration 29Q: 3 clusters Score -2089986 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2089993.250000 Penalty: 3239.435791
	Iteration 30Q: 3 clusters Score -2089993 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2089985.875000 Penalty: 3239.435791
	Iteration 31Q: 3 clusters Score -2089986 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2089976.000000 Penalty: 3239.435791
	Iteration 32Q: 3 clusters Score -2089976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2089964.000000 Penalty: 3239.435791
	Iteration 33Q: 3 clusters Score -2089964 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2089945.875000 Penalty: 3239.435791
	Iteration 34Q: 3 clusters Score -2089946 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2089943.375000 Penalty: 3239.435791
	Iteration 35Q: 3 clusters Score -2089943 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2089938.500000 Penalty: 3239.435791
	Iteration 36Q: 3 clusters Score -2089938 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2089938.000000 Penalty: 3239.435791
	Iteration 37Q: 3 clusters Score -2089938 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2089938.625000 Penalty: 3239.435791
	Iteration 38Q: 3 clusters Score -2089939 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2089947.375000 Penalty: 3239.435791
	Iteration 39Q: 3 clusters Score -2089947 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2089956.250000 Penalty: 3239.435791
	Iteration 40F: 3 clusters Score -2089956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2089950.000000 Penalty: 3239.435791
	Iteration 41Q: 3 clusters Score -2089950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2089944.375000 Penalty: 3239.435791
	Iteration 42Q: 3 clusters Score -2089944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2089939.625000 Penalty: 3239.435791
	Iteration 43Q: 3 clusters Score -2089940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2089923.875000 Penalty: 3239.435791
	Iteration 44Q: 3 clusters Score -2089924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2089918.250000 Penalty: 3239.435791
	Iteration 45Q: 3 clusters Score -2089918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2089908.625000 Penalty: 3239.435791
	Iteration 46Q: 3 clusters Score -2089909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2089905.125000 Penalty: 3239.435791
	Iteration 47Q: 3 clusters Score -2089905 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2089899.750000 Penalty: 3239.435791
	Iteration 48Q: 3 clusters Score -2089900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2089891.000000 Penalty: 3239.435791
	Iteration 49Q: 3 clusters Score -2089891 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2089888.250000 Penalty: 3239.435791
	Iteration 50Q: 3 clusters Score -2089888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2089879.625000 Penalty: 3239.435791
	Iteration 51Q: 3 clusters Score -2089880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2089880.250000 Penalty: 3239.435791
	Iteration 52Q: 3 clusters Score -2089880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2089873.625000 Penalty: 3239.435791
	Iteration 53Q: 3 clusters Score -2089874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2089869.500000 Penalty: 3239.435791
	Iteration 54Q: 3 clusters Score -2089870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2089865.375000 Penalty: 3239.435791
	Iteration 55Q: 3 clusters Score -2089865 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2089871.250000 Penalty: 3239.435791
	Iteration 56Q: 3 clusters Score -2089871 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2089859.875000 Penalty: 3239.435791
	Iteration 57Q: 3 clusters Score -2089860 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2089851.750000 Penalty: 3239.435791
	Iteration 58Q: 3 clusters Score -2089852 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2089844.375000 Penalty: 3239.435791
	Iteration 59Q: 3 clusters Score -2089844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2089843.750000 Penalty: 3239.435791
	Iteration 60F: 3 clusters Score -2089844 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2089847.750000 Penalty: 3239.435791
	Iteration 61Q: 3 clusters Score -2089848 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2089850.375000 Penalty: 3239.435791
	Iteration 62Q: 3 clusters Score -2089850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2089848.375000 Penalty: 3239.435791
	Iteration 63Q: 3 clusters Score -2089848 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2089843.250000 Penalty: 3239.435791
	Iteration 64Q: 3 clusters Score -2089843 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2089849.750000 Penalty: 3239.435791
	Iteration 65Q: 3 clusters Score -2089850 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2089865.625000 Penalty: 3239.435791
	Iteration 66Q: 3 clusters Score -2089866 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2089889.250000 Penalty: 3239.435791
	Iteration 67Q: 3 clusters Score -2089889 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2089903.500000 Penalty: 3239.435791
	Iteration 68Q: 3 clusters Score -2089904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2089921.625000 Penalty: 3239.435791
	Iteration 69Q: 3 clusters Score -2089922 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2089944.375000 Penalty: 3239.435791
	Iteration 70Q: 3 clusters Score -2089944 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2089974.750000 Penalty: 3239.435791
	Iteration 71Q: 3 clusters Score -2089975 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2090052.875000 Penalty: 3239.435791
	Iteration 72Q: 3 clusters Score -2090053 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2090158.875000 Penalty: 3239.435791
	Iteration 73Q: 3 clusters Score -2090159 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2090241.250000 Penalty: 3239.435791
	Iteration 74Q: 3 clusters Score -2090241 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2090328.875000 Penalty: 3239.435791
	Iteration 75Q: 3 clusters Score -2090329 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2090404.000000 Penalty: 3239.435791
	Iteration 76Q: 3 clusters Score -2090404 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2090461.500000 Penalty: 3239.435791
	Iteration 77Q: 3 clusters Score -2090462 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2090503.750000 Penalty: 3239.435791
	Iteration 78Q: 3 clusters Score -2090504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2090539.125000 Penalty: 3239.435791
	Iteration 79Q: 3 clusters Score -2090539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2090563.750000 Penalty: 3239.435791
	Iteration 80F: 3 clusters Score -2090564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2090590.125000 Penalty: 3239.435791
	Iteration 81Q: 3 clusters Score -2090590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2090612.500000 Penalty: 3239.435791
	Iteration 82Q: 3 clusters Score -2090612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2090641.375000 Penalty: 3239.435791
	Iteration 83Q: 3 clusters Score -2090641 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2090669.250000 Penalty: 3239.435791
	Iteration 84Q: 3 clusters Score -2090669 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2090684.375000 Penalty: 3239.435791
	Iteration 85Q: 3 clusters Score -2090684 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2090717.750000 Penalty: 3239.435791
	Iteration 86Q: 3 clusters Score -2090718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2090745.250000 Penalty: 3239.435791
	Iteration 87Q: 3 clusters Score -2090745 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2090766.250000 Penalty: 3239.435791
	Iteration 88Q: 3 clusters Score -2090766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2090783.875000 Penalty: 3239.435791
	Iteration 89Q: 3 clusters Score -2090784 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2090800.750000 Penalty: 3239.435791
	Iteration 90Q: 3 clusters Score -2090801 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2090814.250000 Penalty: 3239.435791
	Iteration 91Q: 3 clusters Score -2090814 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2090820.375000 Penalty: 3239.435791
	Iteration 92Q: 3 clusters Score -2090820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2090829.625000 Penalty: 3239.435791
	Iteration 93Q: 3 clusters Score -2090830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2090840.750000 Penalty: 3239.435791
	Iteration 94Q: 3 clusters Score -2090841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2090850.750000 Penalty: 3239.435791
	Iteration 95Q: 3 clusters Score -2090851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2090858.125000 Penalty: 3239.435791
	Iteration 96Q: 3 clusters Score -2090858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2090867.000000 Penalty: 3239.435791
	Iteration 97Q: 3 clusters Score -2090867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2090871.625000 Penalty: 3239.435791
	Iteration 98Q: 3 clusters Score -2090872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2090880.625000 Penalty: 3239.435791
	Iteration 99Q: 3 clusters Score -2090881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2090882.375000 Penalty: 3239.435791
	Iteration 100F: 3 clusters Score -2090882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2090884.375000 Penalty: 3239.435791
	Iteration 101Q: 3 clusters Score -2090884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2090883.625000 Penalty: 3239.435791
	Iteration 102Q: 3 clusters Score -2090884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2090886.875000 Penalty: 3239.435791
	Iteration 103Q: 3 clusters Score -2090887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2090888.875000 Penalty: 3239.435791
	Iteration 104Q: 3 clusters Score -2090889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2090891.000000 Penalty: 3239.435791
	Iteration 105Q: 3 clusters Score -2090891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2090893.000000 Penalty: 3239.435791
	Iteration 106Q: 3 clusters Score -2090893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2090902.750000 Penalty: 3239.435791
	Iteration 107Q: 3 clusters Score -2090903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2090911.125000 Penalty: 3239.435791
	Iteration 108Q: 3 clusters Score -2090911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2090919.875000 Penalty: 3239.435791
	Iteration 109Q: 3 clusters Score -2090920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2090926.250000 Penalty: 3239.435791
	Iteration 110Q: 3 clusters Score -2090926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2090936.625000 Penalty: 3239.435791
	Iteration 111Q: 3 clusters Score -2090937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2090943.750000 Penalty: 3239.435791
	Iteration 112Q: 3 clusters Score -2090944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2090947.625000 Penalty: 3239.435791
	Iteration 113Q: 3 clusters Score -2090948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2090958.375000 Penalty: 3239.435791
	Iteration 114Q: 3 clusters Score -2090958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2090972.625000 Penalty: 3239.435791
	Iteration 115Q: 3 clusters Score -2090973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2090977.125000 Penalty: 3239.435791
	Iteration 116Q: 3 clusters Score -2090977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2090979.500000 Penalty: 3239.435791
	Iteration 117Q: 3 clusters Score -2090980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2090982.625000 Penalty: 3239.435791
	Iteration 118Q: 3 clusters Score -2090983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2090986.250000 Penalty: 3239.435791
	Iteration 119Q: 3 clusters Score -2090986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2090987.625000 Penalty: 3239.435791
	Iteration 120F: 3 clusters Score -2090988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2090990.250000 Penalty: 3239.435791
	Iteration 121Q: 3 clusters Score -2090990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2090993.000000 Penalty: 3239.435791
	Iteration 122Q: 3 clusters Score -2090993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2090996.750000 Penalty: 3239.435791
	Iteration 123Q: 3 clusters Score -2090997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2091001.750000 Penalty: 3239.435791
	Iteration 124Q: 3 clusters Score -2091002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2091004.125000 Penalty: 3239.435791
	Iteration 125Q: 3 clusters Score -2091004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2091004.500000 Penalty: 3239.435791
	Iteration 126Q: 3 clusters Score -2091004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2091007.125000 Penalty: 3239.435791
	Iteration 127Q: 3 clusters Score -2091007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2091007.125000 Penalty: 3239.435791
	Iteration 128F: 3 clusters Score -2091007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -59017.308594 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -59017.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57818.855469 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -57818.86 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58017.949219 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -58017.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -58085.695312 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -58085.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -58149.355469 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -58149.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -58191.832031 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -58191.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -58215.589844 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -58215.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -58243.691406 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -58243.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58286.890625 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -58286.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58334.832031 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -58334.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -58359.652344 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -58359.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58382.875000 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -58382.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -58404.148438 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -58404.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -58425.753906 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -58425.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -58459.601562 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -58459.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -58508.250000 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -58508.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58543.425781 Penalty: 2123.953369
	Iteration 15Q: 3 clusters Score -58543.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -58579.839844 Penalty: 2123.953369
	Iteration 16Q: 3 clusters Score -58579.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -58609.324219 Penalty: 2123.953369
	Iteration 17Q: 3 clusters Score -58609.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -58651.097656 Penalty: 2123.953369
	Iteration 18Q: 3 clusters Score -58651.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -58704.558594 Penalty: 2123.953369
	Iteration 19Q: 3 clusters Score -58704.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58756.164062 Penalty: 2123.953369
	Iteration 20F: 3 clusters Score -58756.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -58810.621094 Penalty: 2123.953369
	Iteration 21Q: 3 clusters Score -58810.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58824.605469 Penalty: 2123.953369
	Iteration 22Q: 3 clusters Score -58824.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58834.156250 Penalty: 2123.953369
	Iteration 23Q: 3 clusters Score -58834.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -58835.011719 Penalty: 2123.953369
	Iteration 24Q: 3 clusters Score -58835.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -58835.011719 Penalty: 2123.953369
	Iteration 25F: 3 clusters Score -58835.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -142051.593750 Penalty: 1219.999634
	Iteration 0F: 2 clusters Score -142051.6 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: -140186.953125 Penalty: 2439.999268
	Iteration 0F: 3 clusters Score -140187 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -140856.265625 Penalty: 2439.999268
	Iteration 1F: 3 clusters Score -140856.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -141203.093750 Penalty: 2439.999268
	Iteration 2F: 3 clusters Score -141203.1 nChanged 139
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: -141439.187500 Penalty: 2439.999268
	Iteration 3F: 3 clusters Score -141439.2 nChanged 98
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: -141572.453125 Penalty: 2439.999268
	Iteration 4F: 3 clusters Score -141572.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -141651.484375 Penalty: 2439.999268
	Iteration 5Q: 3 clusters Score -141651.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -141693.078125 Penalty: 2439.999268
	Iteration 6Q: 3 clusters Score -141693.1 nChanged 33
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: -141720.765625 Penalty: 2439.999268
	Iteration 7Q: 3 clusters Score -141720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -141739.718750 Penalty: 2439.999268
	Iteration 8Q: 3 clusters Score -141739.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -141753.437500 Penalty: 2439.999268
	Iteration 9Q: 3 clusters Score -141753.4 nChanged 23
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: -141782.593750 Penalty: 2439.999268
	Iteration 10Q: 3 clusters Score -141782.6 nChanged 18
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: -141797.531250 Penalty: 2439.999268
	Iteration 11Q: 3 clusters Score -141797.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -141823.515625 Penalty: 2439.999268
	Iteration 12Q: 3 clusters Score -141823.5 nChanged 20
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: -141846.750000 Penalty: 2439.999268
	Iteration 13Q: 3 clusters Score -141846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -141874.593750 Penalty: 2439.999268
	Iteration 14Q: 3 clusters Score -141874.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -141905.687500 Penalty: 2439.999268
	Iteration 15Q: 3 clusters Score -141905.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -141931.046875 Penalty: 2439.999268
	Iteration 16Q: 3 clusters Score -141931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -141943.546875 Penalty: 2439.999268
	Iteration 17Q: 3 clusters Score -141943.5 nChanged 9
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: -141950.031250 Penalty: 2439.999268
	Iteration 18Q: 3 clusters Score -141950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -141955.890625 Penalty: 2439.999268
	Iteration 19Q: 3 clusters Score -141955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -141961.203125 Penalty: 2439.999268
	Iteration 20F: 3 clusters Score -141961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -141970.765625 Penalty: 2439.999268
	Iteration 21Q: 3 clusters Score -141970.8 nChanged 9
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: -141979.187500 Penalty: 2439.999268
	Iteration 22Q: 3 clusters Score -141979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -141993.375000 Penalty: 2439.999268
	Iteration 23Q: 3 clusters Score -141993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -142005.265625 Penalty: 2439.999268
	Iteration 24Q: 3 clusters Score -142005.3 nChanged 9
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: -142008.531250 Penalty: 2439.999268
	Iteration 25Q: 3 clusters Score -142008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -142010.453125 Penalty: 2439.999268
	Iteration 26Q: 3 clusters Score -142010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -142011.890625 Penalty: 2439.999268
	Iteration 27Q: 3 clusters Score -142011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -142011.890625 Penalty: 2439.999268
	Iteration 28F: 3 clusters Score -142011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Entering Unmasked Estep 
Score: -2898002.500000 Penalty: 1675.891235
	Iteration 0F: 2 clusters Score -2898002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2877684.500000 Penalty: 3351.782471
	Iteration 0F: 3 clusters Score -2877684 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2885339.750000 Penalty: 3351.782471
	Iteration 1F: 3 clusters Score -2885340 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2885868.750000 Penalty: 3351.782471
	Iteration 2Q: 3 clusters Score -2885869 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2886576.750000 Penalty: 3351.782471
	Iteration 3F: 3 clusters Score -2886577 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2887546.250000 Penalty: 3351.782471
	Iteration 4F: 3 clusters Score -2887546 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2888694.500000 Penalty: 3351.782471
	Iteration 5F: 3 clusters Score -2888694 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2889961.750000 Penalty: 3351.782471
	Iteration 6F: 3 clusters Score -2889962 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2891371.750000 Penalty: 3351.782471
	Iteration 7F: 3 clusters Score -2891372 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2892767.000000 Penalty: 3351.782471
	Iteration 8F: 3 clusters Score -2892767 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2893947.500000 Penalty: 3351.782471
	Iteration 9F: 3 clusters Score -2893948 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -2894827.750000 Penalty: 3351.782471
	Iteration 10Q: 3 clusters Score -2894828 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2895462.000000 Penalty: 3351.782471
	Iteration 11Q: 3 clusters Score -2895462 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -2895865.750000 Penalty: 3351.782471
	Iteration 12Q: 3 clusters Score -2895866 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -2896163.000000 Penalty: 3351.782471
	Iteration 13Q: 3 clusters Score -2896163 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -2896375.500000 Penalty: 3351.782471
	Iteration 14Q: 3 clusters Score -2896376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -2896528.000000 Penalty: 3351.782471
	Iteration 15Q: 3 clusters Score -2896528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -2896597.500000 Penalty: 3351.782471
	Iteration 16Q: 3 clusters Score -2896598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -2896648.500000 Penalty: 3351.782471
	Iteration 17Q: 3 clusters Score -2896648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -2896690.000000 Penalty: 3351.782471
	Iteration 18Q: 3 clusters Score -2896690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -2896719.750000 Penalty: 3351.782471
	Iteration 19Q: 3 clusters Score -2896720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -2896755.500000 Penalty: 3351.782471
	Iteration 20F: 3 clusters Score -2896756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -2896788.000000 Penalty: 3351.782471
	Iteration 21Q: 3 clusters Score -2896788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -2896799.750000 Penalty: 3351.782471
	Iteration 22Q: 3 clusters Score -2896800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -2896801.250000 Penalty: 3351.782471
	Iteration 23Q: 3 clusters Score -2896801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -2896804.250000 Penalty: 3351.782471
	Iteration 24Q: 3 clusters Score -2896804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -2896805.750000 Penalty: 3351.782471
	Iteration 25Q: 3 clusters Score -2896806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -2896806.500000 Penalty: 3351.782471
	Iteration 26Q: 3 clusters Score -2896806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -2896808.250000 Penalty: 3351.782471
	Iteration 27Q: 3 clusters Score -2896808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -2896808.250000 Penalty: 3351.782471
	Iteration 28F: 3 clusters Score -2896808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Entering Unmasked Estep 
Score: -2292584.250000 Penalty: 1642.883789
	Iteration 0F: 2 clusters Score -2292584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2275879.750000 Penalty: 3285.767578
	Iteration 0F: 3 clusters Score -2275880 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2281890.250000 Penalty: 3285.767578
	Iteration 1F: 3 clusters Score -2281890 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2282223.000000 Penalty: 3285.767578
	Iteration 2Q: 3 clusters Score -2282223 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2282560.750000 Penalty: 3285.767578
	Iteration 3Q: 3 clusters Score -2282561 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2282976.000000 Penalty: 3285.767578
	Iteration 4Q: 3 clusters Score -2282976 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2283525.750000 Penalty: 3285.767578
	Iteration 5Q: 3 clusters Score -2283526 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2284267.000000 Penalty: 3285.767578
	Iteration 6F: 3 clusters Score -2284267 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2285163.000000 Penalty: 3285.767578
	Iteration 7F: 3 clusters Score -2285163 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2286126.250000 Penalty: 3285.767578
	Iteration 8F: 3 clusters Score -2286126 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2287036.500000 Penalty: 3285.767578
	Iteration 9F: 3 clusters Score -2287036 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2287854.000000 Penalty: 3285.767578
	Iteration 10Q: 3 clusters Score -2287854 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2288540.750000 Penalty: 3285.767578
	Iteration 11Q: 3 clusters Score -2288541 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2289055.000000 Penalty: 3285.767578
	Iteration 12Q: 3 clusters Score -2289055 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2289509.000000 Penalty: 3285.767578
	Iteration 13Q: 3 clusters Score -2289509 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2289851.750000 Penalty: 3285.767578
	Iteration 14Q: 3 clusters Score -2289852 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2290137.750000 Penalty: 3285.767578
	Iteration 15Q: 3 clusters Score -2290138 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2290355.250000 Penalty: 3285.767578
	Iteration 16Q: 3 clusters Score -2290355 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2290526.250000 Penalty: 3285.767578
	Iteration 17Q: 3 clusters Score -2290526 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -2290671.750000 Penalty: 3285.767578
	Iteration 18Q: 3 clusters Score -2290672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2290795.000000 Penalty: 3285.767578
	Iteration 19Q: 3 clusters Score -2290795 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2290884.500000 Penalty: 3285.767578
	Iteration 20F: 3 clusters Score -2290884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2290944.500000 Penalty: 3285.767578
	Iteration 21Q: 3 clusters Score -2290944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -2290985.750000 Penalty: 3285.767578
	Iteration 22Q: 3 clusters Score -2290986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2291017.000000 Penalty: 3285.767578
	Iteration 23Q: 3 clusters Score -2291017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2291046.000000 Penalty: 3285.767578
	Iteration 24Q: 3 clusters Score -2291046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2291066.500000 Penalty: 3285.767578
	Iteration 25Q: 3 clusters Score -2291066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2291084.000000 Penalty: 3285.767578
	Iteration 26Q: 3 clusters Score -2291084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2291096.750000 Penalty: 3285.767578
	Iteration 27Q: 3 clusters Score -2291097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2291111.500000 Penalty: 3285.767578
	Iteration 28Q: 3 clusters Score -2291112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2291117.250000 Penalty: 3285.767578
	Iteration 29Q: 3 clusters Score -2291117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2291123.500000 Penalty: 3285.767578
	Iteration 30Q: 3 clusters Score -2291124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2291135.000000 Penalty: 3285.767578
	Iteration 31Q: 3 clusters Score -2291135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2291144.500000 Penalty: 3285.767578
	Iteration 32Q: 3 clusters Score -2291144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2291152.750000 Penalty: 3285.767578
	Iteration 33Q: 3 clusters Score -2291153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -2291155.750000 Penalty: 3285.767578
	Iteration 34Q: 3 clusters Score -2291156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2291159.000000 Penalty: 3285.767578
	Iteration 35Q: 3 clusters Score -2291159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2291157.250000 Penalty: 3285.767578
	Iteration 36Q: 3 clusters Score -2291157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2291158.500000 Penalty: 3285.767578
	Iteration 37Q: 3 clusters Score -2291158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2291159.750000 Penalty: 3285.767578
	Iteration 38Q: 3 clusters Score -2291160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2291159.750000 Penalty: 3285.767578
	Iteration 39F: 3 clusters Score -2291160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -130936.531250 Penalty: 1186.546143
	Iteration 0F: 2 clusters Score -130936.5 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 743 members 
Entering Unmasked Estep 
Score: -129199.796875 Penalty: 2373.092285
	Iteration 0F: 3 clusters Score -129199.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129596.257812 Penalty: 2373.092285
	Iteration 1F: 3 clusters Score -129596.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -129752.625000 Penalty: 2373.092285
	Iteration 2F: 3 clusters Score -129752.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129847.585938 Penalty: 2373.092285
	Iteration 3Q: 3 clusters Score -129847.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -129937.437500 Penalty: 2373.092285
	Iteration 4Q: 3 clusters Score -129937.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -130015.531250 Penalty: 2373.092285
	Iteration 5Q: 3 clusters Score -130015.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -130076.937500 Penalty: 2373.092285
	Iteration 6Q: 3 clusters Score -130076.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -130114.031250 Penalty: 2373.092285
	Iteration 7Q: 3 clusters Score -130114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -130137.921875 Penalty: 2373.092285
	Iteration 8Q: 3 clusters Score -130137.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130166.242188 Penalty: 2373.092285
	Iteration 9Q: 3 clusters Score -130166.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130188.921875 Penalty: 2373.092285
	Iteration 10Q: 3 clusters Score -130188.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -130223.507812 Penalty: 2373.092285
	Iteration 11Q: 3 clusters Score -130223.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -130239.460938 Penalty: 2373.092285
	Iteration 12Q: 3 clusters Score -130239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -130252.171875 Penalty: 2373.092285
	Iteration 13Q: 3 clusters Score -130252.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -130263.414062 Penalty: 2373.092285
	Iteration 14Q: 3 clusters Score -130263.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -130282.054688 Penalty: 2373.092285
	Iteration 15Q: 3 clusters Score -130282.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -130298.671875 Penalty: 2373.092285
	Iteration 16Q: 3 clusters Score -130298.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130321.375000 Penalty: 2373.092285
	Iteration 17Q: 3 clusters Score -130321.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130351.476562 Penalty: 2373.092285
	Iteration 18Q: 3 clusters Score -130351.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130375.914062 Penalty: 2373.092285
	Iteration 19Q: 3 clusters Score -130375.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130398.617188 Penalty: 2373.092285
	Iteration 20F: 3 clusters Score -130398.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -130418.062500 Penalty: 2373.092285
	Iteration 21Q: 3 clusters Score -130418.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130446.531250 Penalty: 2373.092285
	Iteration 22Q: 3 clusters Score -130446.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -130465.148438 Penalty: 2373.092285
	Iteration 23Q: 3 clusters Score -130465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130484.437500 Penalty: 2373.092285
	Iteration 24Q: 3 clusters Score -130484.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -130501.671875 Penalty: 2373.092285
	Iteration 25Q: 3 clusters Score -130501.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -130511.546875 Penalty: 2373.092285
	Iteration 26Q: 3 clusters Score -130511.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -130521.476562 Penalty: 2373.092285
	Iteration 27Q: 3 clusters Score -130521.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -130525.617188 Penalty: 2373.092285
	Iteration 28Q: 3 clusters Score -130525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -130529.375000 Penalty: 2373.092285
	Iteration 29Q: 3 clusters Score -130529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -130535.351562 Penalty: 2373.092285
	Iteration 30Q: 3 clusters Score -130535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130542.820312 Penalty: 2373.092285
	Iteration 31Q: 3 clusters Score -130542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130547.585938 Penalty: 2373.092285
	Iteration 32Q: 3 clusters Score -130547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -130558.835938 Penalty: 2373.092285
	Iteration 33Q: 3 clusters Score -130558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130565.960938 Penalty: 2373.092285
	Iteration 34Q: 3 clusters Score -130566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -130573.890625 Penalty: 2373.092285
	Iteration 35Q: 3 clusters Score -130573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130580.390625 Penalty: 2373.092285
	Iteration 36Q: 3 clusters Score -130580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130583.203125 Penalty: 2373.092285
	Iteration 37Q: 3 clusters Score -130583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -130584.953125 Penalty: 2373.092285
	Iteration 38Q: 3 clusters Score -130585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -130586.070312 Penalty: 2373.092285
	Iteration 39Q: 3 clusters Score -130586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130586.742188 Penalty: 2373.092285
	Iteration 40F: 3 clusters Score -130586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130588.343750 Penalty: 2373.092285
	Iteration 41Q: 3 clusters Score -130588.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130588.343750 Penalty: 2373.092285
	Iteration 42F: 3 clusters Score -130588.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Entering Unmasked Estep 
Score: -2651305.500000 Penalty: 1657.589355
	Iteration 0F: 2 clusters Score -2651306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2633648.250000 Penalty: 3315.178711
	Iteration 0F: 3 clusters Score -2633648 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2640260.750000 Penalty: 3315.178711
	Iteration 1F: 3 clusters Score -2640261 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2640557.750000 Penalty: 3315.178711
	Iteration 2Q: 3 clusters Score -2640558 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2640870.000000 Penalty: 3315.178711
	Iteration 3Q: 3 clusters Score -2640870 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2641290.000000 Penalty: 3315.178711
	Iteration 4Q: 3 clusters Score -2641290 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2641866.250000 Penalty: 3315.178711
	Iteration 5Q: 3 clusters Score -2641866 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2642669.750000 Penalty: 3315.178711
	Iteration 6F: 3 clusters Score -2642670 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2643779.500000 Penalty: 3315.178711
	Iteration 7F: 3 clusters Score -2643780 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2645139.000000 Penalty: 3315.178711
	Iteration 8F: 3 clusters Score -2645139 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2646332.000000 Penalty: 3315.178711
	Iteration 9F: 3 clusters Score -2646332 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2647037.250000 Penalty: 3315.178711
	Iteration 10F: 3 clusters Score -2647037 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2647335.250000 Penalty: 3315.178711
	Iteration 11Q: 3 clusters Score -2647335 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2647569.250000 Penalty: 3315.178711
	Iteration 12Q: 3 clusters Score -2647569 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2647755.750000 Penalty: 3315.178711
	Iteration 13Q: 3 clusters Score -2647756 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2647897.500000 Penalty: 3315.178711
	Iteration 14Q: 3 clusters Score -2647898 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2648017.000000 Penalty: 3315.178711
	Iteration 15Q: 3 clusters Score -2648017 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2648157.500000 Penalty: 3315.178711
	Iteration 16Q: 3 clusters Score -2648158 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2648329.250000 Penalty: 3315.178711
	Iteration 17Q: 3 clusters Score -2648329 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2648475.750000 Penalty: 3315.178711
	Iteration 18Q: 3 clusters Score -2648476 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2648600.750000 Penalty: 3315.178711
	Iteration 19Q: 3 clusters Score -2648601 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2648706.000000 Penalty: 3315.178711
	Iteration 20F: 3 clusters Score -2648706 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2648799.750000 Penalty: 3315.178711
	Iteration 21Q: 3 clusters Score -2648800 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2648888.250000 Penalty: 3315.178711
	Iteration 22Q: 3 clusters Score -2648888 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2648946.750000 Penalty: 3315.178711
	Iteration 23Q: 3 clusters Score -2648947 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2649009.750000 Penalty: 3315.178711
	Iteration 24Q: 3 clusters Score -2649010 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2649061.000000 Penalty: 3315.178711
	Iteration 25Q: 3 clusters Score -2649061 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2649104.500000 Penalty: 3315.178711
	Iteration 26Q: 3 clusters Score -2649104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2649130.250000 Penalty: 3315.178711
	Iteration 27Q: 3 clusters Score -2649130 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2649159.250000 Penalty: 3315.178711
	Iteration 28Q: 3 clusters Score -2649159 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2649181.000000 Penalty: 3315.178711
	Iteration 29Q: 3 clusters Score -2649181 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2649197.750000 Penalty: 3315.178711
	Iteration 30Q: 3 clusters Score -2649198 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2649229.500000 Penalty: 3315.178711
	Iteration 31Q: 3 clusters Score -2649230 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2649248.000000 Penalty: 3315.178711
	Iteration 32Q: 3 clusters Score -2649248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2649255.500000 Penalty: 3315.178711
	Iteration 33Q: 3 clusters Score -2649256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2649272.500000 Penalty: 3315.178711
	Iteration 34Q: 3 clusters Score -2649272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2649266.250000 Penalty: 3315.178711
	Iteration 35Q: 3 clusters Score -2649266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2649267.250000 Penalty: 3315.178711
	Iteration 36Q: 3 clusters Score -2649267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2649272.500000 Penalty: 3315.178711
	Iteration 37Q: 3 clusters Score -2649272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2649267.750000 Penalty: 3315.178711
	Iteration 38Q: 3 clusters Score -2649268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2649280.000000 Penalty: 3315.178711
	Iteration 39Q: 3 clusters Score -2649280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2649279.000000 Penalty: 3315.178711
	Iteration 40F: 3 clusters Score -2649279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2649284.250000 Penalty: 3315.178711
	Iteration 41Q: 3 clusters Score -2649284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2649282.750000 Penalty: 3315.178711
	Iteration 42Q: 3 clusters Score -2649283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2649284.250000 Penalty: 3315.178711
	Iteration 43Q: 3 clusters Score -2649284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2649284.250000 Penalty: 3315.178711
	Iteration 44Q: 3 clusters Score -2649284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2649287.500000 Penalty: 3315.178711
	Iteration 45Q: 3 clusters Score -2649288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2649291.500000 Penalty: 3315.178711
	Iteration 46Q: 3 clusters Score -2649292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2649296.500000 Penalty: 3315.178711
	Iteration 47Q: 3 clusters Score -2649296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2649296.000000 Penalty: 3315.178711
	Iteration 48Q: 3 clusters Score -2649296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2649293.750000 Penalty: 3315.178711
	Iteration 49Q: 3 clusters Score -2649294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2649297.750000 Penalty: 3315.178711
	Iteration 50Q: 3 clusters Score -2649298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2649301.750000 Penalty: 3315.178711
	Iteration 51Q: 3 clusters Score -2649302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2649297.500000 Penalty: 3315.178711
	Iteration 52Q: 3 clusters Score -2649298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2649297.500000 Penalty: 3315.178711
	Iteration 53Q: 3 clusters Score -2649298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2649299.000000 Penalty: 3315.178711
	Iteration 54Q: 3 clusters Score -2649299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2649297.750000 Penalty: 3315.178711
	Iteration 55Q: 3 clusters Score -2649298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2649295.250000 Penalty: 3315.178711
	Iteration 56Q: 3 clusters Score -2649295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2649297.250000 Penalty: 3315.178711
	Iteration 57Q: 3 clusters Score -2649297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2649297.000000 Penalty: 3315.178711
	Iteration 58Q: 3 clusters Score -2649297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2649301.750000 Penalty: 3315.178711
	Iteration 59Q: 3 clusters Score -2649302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2649301.000000 Penalty: 3315.178711
	Iteration 60F: 3 clusters Score -2649301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2649301.750000 Penalty: 3315.178711
	Iteration 61Q: 3 clusters Score -2649302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2649304.500000 Penalty: 3315.178711
	Iteration 62Q: 3 clusters Score -2649304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2649303.750000 Penalty: 3315.178711
	Iteration 63Q: 3 clusters Score -2649304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2649304.250000 Penalty: 3315.178711
	Iteration 64Q: 3 clusters Score -2649304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2649303.500000 Penalty: 3315.178711
	Iteration 65Q: 3 clusters Score -2649304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2649298.000000 Penalty: 3315.178711
	Iteration 66Q: 3 clusters Score -2649298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2649297.250000 Penalty: 3315.178711
	Iteration 67Q: 3 clusters Score -2649297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2649297.250000 Penalty: 3315.178711
	Iteration 68Q: 3 clusters Score -2649297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2649297.250000 Penalty: 3315.178711
	Iteration 69F: 3 clusters Score -2649297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -304654.312500 Penalty: 1316.916138
	Iteration 0F: 2 clusters Score -304654.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -301776.468750 Penalty: 2633.832275
	Iteration 0F: 3 clusters Score -301776.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -302520.687500 Penalty: 2633.832275
	Iteration 1F: 3 clusters Score -302520.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -302666.437500 Penalty: 2633.832275
	Iteration 2F: 3 clusters Score -302666.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -302770.656250 Penalty: 2633.832275
	Iteration 3Q: 3 clusters Score -302770.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -302878.156250 Penalty: 2633.832275
	Iteration 4Q: 3 clusters Score -302878.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -302995.281250 Penalty: 2633.832275
	Iteration 5Q: 3 clusters Score -302995.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -303129.406250 Penalty: 2633.832275
	Iteration 6Q: 3 clusters Score -303129.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -303226.156250 Penalty: 2633.832275
	Iteration 7Q: 3 clusters Score -303226.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -303300.000000 Penalty: 2633.832275
	Iteration 8Q: 3 clusters Score -303300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -303347.031250 Penalty: 2633.832275
	Iteration 9Q: 3 clusters Score -303347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -303383.718750 Penalty: 2633.832275
	Iteration 10Q: 3 clusters Score -303383.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -303407.687500 Penalty: 2633.832275
	Iteration 11Q: 3 clusters Score -303407.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -303431.281250 Penalty: 2633.832275
	Iteration 12Q: 3 clusters Score -303431.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -303444.718750 Penalty: 2633.832275
	Iteration 13Q: 3 clusters Score -303444.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -303457.812500 Penalty: 2633.832275
	Iteration 14Q: 3 clusters Score -303457.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -303469.125000 Penalty: 2633.832275
	Iteration 15Q: 3 clusters Score -303469.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -303482.968750 Penalty: 2633.832275
	Iteration 16Q: 3 clusters Score -303483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -303490.156250 Penalty: 2633.832275
	Iteration 17Q: 3 clusters Score -303490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -303495.031250 Penalty: 2633.832275
	Iteration 18Q: 3 clusters Score -303495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -303501.281250 Penalty: 2633.832275
	Iteration 19Q: 3 clusters Score -303501.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -303508.031250 Penalty: 2633.832275
	Iteration 20F: 3 clusters Score -303508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -303513.312500 Penalty: 2633.832275
	Iteration 21Q: 3 clusters Score -303513.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -303518.500000 Penalty: 2633.832275
	Iteration 22Q: 3 clusters Score -303518.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -303522.750000 Penalty: 2633.832275
	Iteration 23Q: 3 clusters Score -303522.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -303528.343750 Penalty: 2633.832275
	Iteration 24Q: 3 clusters Score -303528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -303532.343750 Penalty: 2633.832275
	Iteration 25Q: 3 clusters Score -303532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -303534.531250 Penalty: 2633.832275
	Iteration 26Q: 3 clusters Score -303534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -303536.125000 Penalty: 2633.832275
	Iteration 27Q: 3 clusters Score -303536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -303536.187500 Penalty: 2633.832275
	Iteration 28Q: 3 clusters Score -303536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -303536.750000 Penalty: 2633.832275
	Iteration 29Q: 3 clusters Score -303536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -303537.656250 Penalty: 2633.832275
	Iteration 30Q: 3 clusters Score -303537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -303538.531250 Penalty: 2633.832275
	Iteration 31Q: 3 clusters Score -303538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -303539.281250 Penalty: 2633.832275
	Iteration 32Q: 3 clusters Score -303539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -303540.625000 Penalty: 2633.832275
	Iteration 33Q: 3 clusters Score -303540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -303540.812500 Penalty: 2633.832275
	Iteration 34Q: 3 clusters Score -303540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -303541.500000 Penalty: 2633.832275
	Iteration 35Q: 3 clusters Score -303541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -303541.187500 Penalty: 2633.832275
	Iteration 36Q: 3 clusters Score -303541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -303541.375000 Penalty: 2633.832275
	Iteration 37Q: 3 clusters Score -303541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -303541.375000 Penalty: 2633.832275
	Iteration 38F: 3 clusters Score -303541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -122485.875000 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -122485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -120806.875000 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -120806.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -121142.179688 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -121142.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -121350.656250 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -121350.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -121487.804688 Penalty: 2348.754150
	Iteration 3F: 3 clusters Score -121487.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -121591.679688 Penalty: 2348.754150
	Iteration 4F: 3 clusters Score -121591.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -121678.757812 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -121678.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -121769.062500 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -121769.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -121837.710938 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -121837.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -121894.945312 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -121894.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -121932.898438 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -121932.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -121970.148438 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -121970.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122009.773438 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -122009.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -122042.796875 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -122042.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -122061.742188 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -122061.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -122080.773438 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -122080.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -122090.414062 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -122090.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -122096.578125 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -122096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -122101.304688 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -122101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -122105.492188 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -122105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -122106.968750 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -122107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -122107.523438 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -122107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -131128.890625 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -131128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -129369.265625 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -129369.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -129711.804688 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -129711.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129800.507812 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -129800.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129866.945312 Penalty: 2362.851562
	Iteration 3F: 3 clusters Score -129866.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129906.273438 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -129906.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129936.203125 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -129936.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129952.570312 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -129952.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129965.250000 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -129965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -129972.132812 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -129972.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129978.914062 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -129978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129985.500000 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -129985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129989.523438 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -129989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129995.929688 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -129995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129998.976562 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -129999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130000.335938 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -130000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130001.476562 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -130001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -130003.906250 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -130003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130004.578125 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -130004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -130004.820312 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -130004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -130004.820312 Penalty: 2362.851562
	Iteration 19F: 3 clusters Score -130004.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Entering Unmasked Estep 
Score: -3036796.000000 Penalty: 1679.328247
	Iteration 0F: 2 clusters Score -3036796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3017670.250000 Penalty: 3358.656494
	Iteration 0F: 3 clusters Score -3017670 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3025528.250000 Penalty: 3358.656494
	Iteration 1F: 3 clusters Score -3025528 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3025976.750000 Penalty: 3358.656494
	Iteration 2Q: 3 clusters Score -3025977 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3026525.000000 Penalty: 3358.656494
	Iteration 3Q: 3 clusters Score -3026525 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3027230.750000 Penalty: 3358.656494
	Iteration 4F: 3 clusters Score -3027231 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3028234.250000 Penalty: 3358.656494
	Iteration 5F: 3 clusters Score -3028234 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3029434.750000 Penalty: 3358.656494
	Iteration 6F: 3 clusters Score -3029435 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3030898.500000 Penalty: 3358.656494
	Iteration 7F: 3 clusters Score -3030898 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3032359.000000 Penalty: 3358.656494
	Iteration 8F: 3 clusters Score -3032359 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3033537.750000 Penalty: 3358.656494
	Iteration 9F: 3 clusters Score -3033538 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3034338.250000 Penalty: 3358.656494
	Iteration 10Q: 3 clusters Score -3034338 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3034769.750000 Penalty: 3358.656494
	Iteration 11Q: 3 clusters Score -3034770 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3035022.250000 Penalty: 3358.656494
	Iteration 12Q: 3 clusters Score -3035022 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3035228.000000 Penalty: 3358.656494
	Iteration 13Q: 3 clusters Score -3035228 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3035299.750000 Penalty: 3358.656494
	Iteration 14Q: 3 clusters Score -3035300 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3035309.500000 Penalty: 3358.656494
	Iteration 15Q: 3 clusters Score -3035310 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3035334.500000 Penalty: 3358.656494
	Iteration 16Q: 3 clusters Score -3035334 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3035361.000000 Penalty: 3358.656494
	Iteration 17Q: 3 clusters Score -3035361 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3035374.750000 Penalty: 3358.656494
	Iteration 18Q: 3 clusters Score -3035375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3035404.000000 Penalty: 3358.656494
	Iteration 19Q: 3 clusters Score -3035404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3035428.500000 Penalty: 3358.656494
	Iteration 20F: 3 clusters Score -3035428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3035452.250000 Penalty: 3358.656494
	Iteration 21Q: 3 clusters Score -3035452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3035468.750000 Penalty: 3358.656494
	Iteration 22Q: 3 clusters Score -3035469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3035476.750000 Penalty: 3358.656494
	Iteration 23Q: 3 clusters Score -3035477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3035477.750000 Penalty: 3358.656494
	Iteration 24Q: 3 clusters Score -3035478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3035480.250000 Penalty: 3358.656494
	Iteration 25Q: 3 clusters Score -3035480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3035477.500000 Penalty: 3358.656494
	Iteration 26Q: 3 clusters Score -3035478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3035477.500000 Penalty: 3358.656494
	Iteration 27F: 3 clusters Score -3035478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -466779.500000 Penalty: 1382.213623
	Iteration 0F: 2 clusters Score -466779.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -462862.718750 Penalty: 2764.427246
	Iteration 0F: 3 clusters Score -462862.7 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -463940.781250 Penalty: 2764.427246
	Iteration 1F: 3 clusters Score -463940.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -464100.812500 Penalty: 2764.427246
	Iteration 2F: 3 clusters Score -464100.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -464213.812500 Penalty: 2764.427246
	Iteration 3F: 3 clusters Score -464213.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -464306.156250 Penalty: 2764.427246
	Iteration 4Q: 3 clusters Score -464306.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -464377.468750 Penalty: 2764.427246
	Iteration 5Q: 3 clusters Score -464377.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -464437.531250 Penalty: 2764.427246
	Iteration 6Q: 3 clusters Score -464437.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -464495.125000 Penalty: 2764.427246
	Iteration 7Q: 3 clusters Score -464495.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -464547.937500 Penalty: 2764.427246
	Iteration 8Q: 3 clusters Score -464547.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -464608.562500 Penalty: 2764.427246
	Iteration 9Q: 3 clusters Score -464608.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -464672.750000 Penalty: 2764.427246
	Iteration 10Q: 3 clusters Score -464672.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -464732.500000 Penalty: 2764.427246
	Iteration 11Q: 3 clusters Score -464732.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -464785.156250 Penalty: 2764.427246
	Iteration 12Q: 3 clusters Score -464785.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -464847.625000 Penalty: 2764.427246
	Iteration 13Q: 3 clusters Score -464847.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -464918.250000 Penalty: 2764.427246
	Iteration 14Q: 3 clusters Score -464918.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -464989.906250 Penalty: 2764.427246
	Iteration 15Q: 3 clusters Score -464989.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -465050.781250 Penalty: 2764.427246
	Iteration 16Q: 3 clusters Score -465050.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -465101.875000 Penalty: 2764.427246
	Iteration 17Q: 3 clusters Score -465101.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -465150.593750 Penalty: 2764.427246
	Iteration 18Q: 3 clusters Score -465150.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -465204.906250 Penalty: 2764.427246
	Iteration 19Q: 3 clusters Score -465204.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -465260.406250 Penalty: 2764.427246
	Iteration 20F: 3 clusters Score -465260.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -465304.687500 Penalty: 2764.427246
	Iteration 21Q: 3 clusters Score -465304.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -465340.468750 Penalty: 2764.427246
	Iteration 22Q: 3 clusters Score -465340.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -465382.187500 Penalty: 2764.427246
	Iteration 23Q: 3 clusters Score -465382.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -465416.468750 Penalty: 2764.427246
	Iteration 24Q: 3 clusters Score -465416.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -465441.843750 Penalty: 2764.427246
	Iteration 25Q: 3 clusters Score -465441.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -465456.468750 Penalty: 2764.427246
	Iteration 26Q: 3 clusters Score -465456.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -465466.718750 Penalty: 2764.427246
	Iteration 27Q: 3 clusters Score -465466.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -465472.437500 Penalty: 2764.427246
	Iteration 28Q: 3 clusters Score -465472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -465479.625000 Penalty: 2764.427246
	Iteration 29Q: 3 clusters Score -465479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -465482.906250 Penalty: 2764.427246
	Iteration 30Q: 3 clusters Score -465482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -465486.562500 Penalty: 2764.427246
	Iteration 31Q: 3 clusters Score -465486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -465489.093750 Penalty: 2764.427246
	Iteration 32Q: 3 clusters Score -465489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -465492.500000 Penalty: 2764.427246
	Iteration 33Q: 3 clusters Score -465492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -465496.406250 Penalty: 2764.427246
	Iteration 34Q: 3 clusters Score -465496.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -465499.937500 Penalty: 2764.427246
	Iteration 35Q: 3 clusters Score -465499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -465503.968750 Penalty: 2764.427246
	Iteration 36Q: 3 clusters Score -465504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -465509.218750 Penalty: 2764.427246
	Iteration 37Q: 3 clusters Score -465509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -465518.156250 Penalty: 2764.427246
	Iteration 38Q: 3 clusters Score -465518.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -465523.562500 Penalty: 2764.427246
	Iteration 39Q: 3 clusters Score -465523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -465526.812500 Penalty: 2764.427246
	Iteration 40F: 3 clusters Score -465526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -465529.593750 Penalty: 2764.427246
	Iteration 41Q: 3 clusters Score -465529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -465533.187500 Penalty: 2764.427246
	Iteration 42Q: 3 clusters Score -465533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -465538.281250 Penalty: 2764.427246
	Iteration 43Q: 3 clusters Score -465538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -465544.312500 Penalty: 2764.427246
	Iteration 44Q: 3 clusters Score -465544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -465545.312500 Penalty: 2764.427246
	Iteration 45Q: 3 clusters Score -465545.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -465548.812500 Penalty: 2764.427246
	Iteration 46Q: 3 clusters Score -465548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -465548.812500 Penalty: 2764.427246
	Iteration 47F: 3 clusters Score -465548.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Entering Unmasked Estep 
Score: -695558.625000 Penalty: 1450.061890
	Iteration 0F: 2 clusters Score -695558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -690000.437500 Penalty: 2900.123779
	Iteration 0F: 3 clusters Score -690000.4 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -691688.812500 Penalty: 2900.123779
	Iteration 1F: 3 clusters Score -691688.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -691860.812500 Penalty: 2900.123779
	Iteration 2F: 3 clusters Score -691860.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -691980.187500 Penalty: 2900.123779
	Iteration 3Q: 3 clusters Score -691980.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -692082.812500 Penalty: 2900.123779
	Iteration 4Q: 3 clusters Score -692082.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -692182.937500 Penalty: 2900.123779
	Iteration 5Q: 3 clusters Score -692182.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -692275.187500 Penalty: 2900.123779
	Iteration 6Q: 3 clusters Score -692275.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -692380.250000 Penalty: 2900.123779
	Iteration 7Q: 3 clusters Score -692380.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -692522.687500 Penalty: 2900.123779
	Iteration 8Q: 3 clusters Score -692522.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -692722.687500 Penalty: 2900.123779
	Iteration 9Q: 3 clusters Score -692722.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -692969.562500 Penalty: 2900.123779
	Iteration 10Q: 3 clusters Score -692969.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -693250.125000 Penalty: 2900.123779
	Iteration 11Q: 3 clusters Score -693250.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -693556.875000 Penalty: 2900.123779
	Iteration 12Q: 3 clusters Score -693556.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -693800.062500 Penalty: 2900.123779
	Iteration 13Q: 3 clusters Score -693800.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -693980.875000 Penalty: 2900.123779
	Iteration 14Q: 3 clusters Score -693980.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -694122.000000 Penalty: 2900.123779
	Iteration 15Q: 3 clusters Score -694122 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -694244.500000 Penalty: 2900.123779
	Iteration 16Q: 3 clusters Score -694244.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -694348.562500 Penalty: 2900.123779
	Iteration 17Q: 3 clusters Score -694348.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -694446.375000 Penalty: 2900.123779
	Iteration 18Q: 3 clusters Score -694446.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -694512.500000 Penalty: 2900.123779
	Iteration 19Q: 3 clusters Score -694512.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -694573.000000 Penalty: 2900.123779
	Iteration 20F: 3 clusters Score -694573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -694620.250000 Penalty: 2900.123779
	Iteration 21Q: 3 clusters Score -694620.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -694658.125000 Penalty: 2900.123779
	Iteration 22Q: 3 clusters Score -694658.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -694697.375000 Penalty: 2900.123779
	Iteration 23Q: 3 clusters Score -694697.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -694728.937500 Penalty: 2900.123779
	Iteration 24Q: 3 clusters Score -694728.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -694751.062500 Penalty: 2900.123779
	Iteration 25Q: 3 clusters Score -694751.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -694763.937500 Penalty: 2900.123779
	Iteration 26Q: 3 clusters Score -694763.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -694775.375000 Penalty: 2900.123779
	Iteration 27Q: 3 clusters Score -694775.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -694781.000000 Penalty: 2900.123779
	Iteration 28Q: 3 clusters Score -694781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -694786.000000 Penalty: 2900.123779
	Iteration 29Q: 3 clusters Score -694786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -694789.812500 Penalty: 2900.123779
	Iteration 30Q: 3 clusters Score -694789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -694792.125000 Penalty: 2900.123779
	Iteration 31Q: 3 clusters Score -694792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -694793.250000 Penalty: 2900.123779
	Iteration 32Q: 3 clusters Score -694793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -694797.500000 Penalty: 2900.123779
	Iteration 33Q: 3 clusters Score -694797.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -694800.500000 Penalty: 2900.123779
	Iteration 34Q: 3 clusters Score -694800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -694804.062500 Penalty: 2900.123779
	Iteration 35Q: 3 clusters Score -694804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -694807.750000 Penalty: 2900.123779
	Iteration 36Q: 3 clusters Score -694807.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -694812.687500 Penalty: 2900.123779
	Iteration 37Q: 3 clusters Score -694812.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -694814.250000 Penalty: 2900.123779
	Iteration 38Q: 3 clusters Score -694814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -694814.875000 Penalty: 2900.123779
	Iteration 39Q: 3 clusters Score -694814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -694816.437500 Penalty: 2900.123779
	Iteration 40F: 3 clusters Score -694816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -694816.875000 Penalty: 2900.123779
	Iteration 41Q: 3 clusters Score -694816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -694820.625000 Penalty: 2900.123779
	Iteration 42Q: 3 clusters Score -694820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -694819.750000 Penalty: 2900.123779
	Iteration 43Q: 3 clusters Score -694819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -694820.687500 Penalty: 2900.123779
	Iteration 44Q: 3 clusters Score -694820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -694820.375000 Penalty: 2900.123779
	Iteration 45Q: 3 clusters Score -694820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -694820.375000 Penalty: 2900.123779
	Iteration 46F: 3 clusters Score -694820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5424 members 
Mstep: Class 5 contains 34393 members 
Mstep: Class 6 contains 40037 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22709 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40742 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33581 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 38765 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 21322 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 24589 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 26918 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30771 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781404.000000 Penalty: 96567.195312
Iteration 439Q: 46 clusters Score -4.97814e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 40036 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22705 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40742 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33420 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38766 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21318 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 24535 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 27181 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30765 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781216.000000 Penalty: 96567.195312
Iteration 440F: 46 clusters Score -4.978122e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 34339 members 
Mstep: Class 6 contains 40036 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22720 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40744 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 33183 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5842 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38768 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21317 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24433 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 27544 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30755 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780976.000000 Penalty: 96567.195312
Iteration 441Q: 46 clusters Score -4.978098e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5422 members 
Mstep: Class 5 contains 34320 members 
Mstep: Class 6 contains 40036 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22740 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 32894 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38771 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21322 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24342 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 27924 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30744 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780764.000000 Penalty: 96567.195312
Iteration 442Q: 46 clusters Score -4.978076e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 5 contains 34298 members 
Mstep: Class 6 contains 40034 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22746 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 32584 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6471 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38775 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21326 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24284 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 28305 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30735 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780424.000000 Penalty: 96567.195312
Iteration 443Q: 46 clusters Score -4.978042e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 34297 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22766 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 32283 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6471 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 38781 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21328 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24237 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 28634 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30729 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780244.000000 Penalty: 96567.195312
Iteration 444Q: 46 clusters Score -4.978024e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 34282 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22781 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40749 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 31923 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5833 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38782 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21329 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24204 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 29019 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30736 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780088.000000 Penalty: 96567.195312
Iteration 445Q: 46 clusters Score -4.978009e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5428 members 
Mstep: Class 5 contains 34261 members 
Mstep: Class 6 contains 40034 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22802 members 
Mstep: Class 9 contains 24704 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40749 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 31554 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38784 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21329 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24156 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 29417 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30752 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779900.000000 Penalty: 96567.195312
Iteration 446Q: 46 clusters Score -4.97799e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5424 members 
Mstep: Class 5 contains 34251 members 
Mstep: Class 6 contains 40035 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22820 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40750 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 31169 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 38785 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21334 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24108 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 29840 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30747 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779732.000000 Penalty: 96567.195312
Iteration 447Q: 46 clusters Score -4.977973e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5428 members 
Mstep: Class 5 contains 34226 members 
Mstep: Class 6 contains 40035 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22845 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40752 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 30722 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6471 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38788 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21335 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24076 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 30300 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30758 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779408.000000 Penalty: 96567.195312
Iteration 448Q: 46 clusters Score -4.977941e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5429 members 
Mstep: Class 5 contains 34225 members 
Mstep: Class 6 contains 40035 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22877 members 
Mstep: Class 9 contains 24708 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5825 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6471 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 38791 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21332 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24042 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 30711 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30774 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779400.000000 Penalty: 96567.195312
Iteration 449Q: 46 clusters Score -4.97794e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5430 members 
Mstep: Class 5 contains 34215 members 
Mstep: Class 6 contains 40034 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22914 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29870 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 1299 members 
Mstep: Class 26 contains 38793 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21330 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 24037 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 31095 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30784 members 
Mstep: Class 44 contains 4947 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779260.000000 Penalty: 96567.195312
Iteration 450Q: 46 clusters Score -4.977926e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5431 members 
Mstep: Class 5 contains 34210 members 
Mstep: Class 6 contains 40032 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22942 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40754 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29471 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 38791 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21333 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 24019 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 31480 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30793 members 
Mstep: Class 44 contains 4947 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779356.000000 Penalty: 96567.195312
Iteration 451Q: 46 clusters Score -4.977936e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 34203 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22971 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29076 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38795 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21329 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 23989 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 31864 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30807 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779372.000000 Penalty: 96567.195312
Iteration 452Q: 46 clusters Score -4.977937e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 5 contains 34182 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22994 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40754 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28694 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38798 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21329 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 23955 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 32269 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30801 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779324.000000 Penalty: 96567.195312
Iteration 453Q: 46 clusters Score -4.977932e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 34170 members 
Mstep: Class 6 contains 40030 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23016 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40758 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28330 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5834 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38803 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21322 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 23917 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 32644 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30800 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779328.000000 Penalty: 96567.195312
Iteration 454Q: 46 clusters Score -4.977933e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5452 members 
Mstep: Class 5 contains 34168 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23039 members 
Mstep: Class 9 contains 24713 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40757 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 27920 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 38814 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21320 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 23875 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 33062 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30792 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779240.000000 Penalty: 96567.195312
Iteration 455Q: 46 clusters Score -4.977924e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38368 members 
Mstep: Class 4 contains 5455 members 
Mstep: Class 5 contains 34165 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23066 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40756 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 27517 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 38816 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21320 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 23865 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 33457 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30785 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779320.000000 Penalty: 96567.195312
Iteration 456Q: 46 clusters Score -4.977932e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38368 members 
Mstep: Class 4 contains 5452 members 
Mstep: Class 5 contains 34157 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23076 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40751 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 27107 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38820 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21322 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 23853 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 33882 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30788 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779428.000000 Penalty: 96567.195312
Iteration 457Q: 46 clusters Score -4.977943e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 34153 members 
Mstep: Class 6 contains 40035 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23072 members 
Mstep: Class 9 contains 24708 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40749 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 26707 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5834 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38821 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21321 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30123 members 
Mstep: Class 37 contains 23863 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 34278 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30791 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779804.000000 Penalty: 96567.195312
Iteration 458Q: 46 clusters Score -4.97798e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5452 members 
Mstep: Class 5 contains 34094 members 
Mstep: Class 6 contains 40035 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23058 members 
Mstep: Class 9 contains 24708 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40746 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 26191 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12595 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38826 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21323 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30123 members 
Mstep: Class 37 contains 23877 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 34869 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30768 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780644.000000 Penalty: 96567.195312
Iteration 459Q: 46 clusters Score -4.978064e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5453 members 
Mstep: Class 5 contains 33934 members 
Mstep: Class 6 contains 40034 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22989 members 
Mstep: Class 9 contains 24708 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40744 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 25385 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12595 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38829 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 21337 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 23929 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 35864 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30738 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782408.000000 Penalty: 96567.195312
Iteration 460F: 46 clusters Score -4.978241e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5458 members 
Mstep: Class 5 contains 33689 members 
Mstep: Class 6 contains 40036 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22820 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 23978 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6471 members 
Mstep: Class 24 contains 12595 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 38829 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 21352 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 24081 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 37580 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30666 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783812.000000 Penalty: 96567.195312
Iteration 461Q: 46 clusters Score -4.978381e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 5 contains 33358 members 
Mstep: Class 6 contains 40035 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22595 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 21611 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6471 members 
Mstep: Class 24 contains 12595 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 38832 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 21380 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 24354 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 40316 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30552 members 
Mstep: Class 44 contains 4950 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783640.000000 Penalty: 96567.195312
Iteration 462Q: 46 clusters Score -4.978364e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 5449 members 
Mstep: Class 5 contains 33066 members 
Mstep: Class 6 contains 40042 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22493 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40750 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 18143 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 38832 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 21388 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30125 members 
Mstep: Class 37 contains 24821 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 43770 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 4951 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778928.000000 Penalty: 96567.195312
Iteration 463Q: 46 clusters Score -4.977893e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38363 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 40044 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22740 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40754 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 15074 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5815 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1285 members 
Mstep: Class 26 contains 38811 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 21371 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 25265 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 45780 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30571 members 
Mstep: Class 44 contains 4948 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775388.000000 Penalty: 96567.195312
Iteration 464Q: 46 clusters Score -4.977539e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38359 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 34319 members 
Mstep: Class 6 contains 40044 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23125 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 13588 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1281 members 
Mstep: Class 26 contains 38788 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 21349 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 25427 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 45722 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30708 members 
Mstep: Class 44 contains 4949 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775552.000000 Penalty: 96567.195312
Iteration 465Q: 46 clusters Score -4.977555e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38359 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 40034 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23417 members 
Mstep: Class 9 contains 24707 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12869 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5808 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 38771 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 21346 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30123 members 
Mstep: Class 37 contains 25526 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 45206 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30817 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775904.000000 Penalty: 96567.195312
Iteration 466Q: 46 clusters Score -4.97759e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 38362 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 35494 members 
Mstep: Class 6 contains 40026 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23658 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40743 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12555 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5810 members 
Mstep: Class 21 contains 5038 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12600 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38765 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21345 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30123 members 
Mstep: Class 37 contains 25649 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 44727 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30890 members 
Mstep: Class 44 contains 4947 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776240.000000 Penalty: 96567.195312
Iteration 467Q: 46 clusters Score -4.977624e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38363 members 
Mstep: Class 4 contains 5428 members 
Mstep: Class 5 contains 35613 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23847 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40739 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12420 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5816 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12601 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38744 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21344 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 25861 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 44300 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30966 members 
Mstep: Class 44 contains 4947 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776664.000000 Penalty: 96567.195312
Iteration 468Q: 46 clusters Score -4.977666e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 35622 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23981 members 
Mstep: Class 9 contains 24713 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40729 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12443 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6471 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38736 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21338 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 26081 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 43908 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31023 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776780.000000 Penalty: 96567.195312
Iteration 469Q: 46 clusters Score -4.977678e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 5 contains 35559 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 24713 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12587 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38734 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4987 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21327 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30123 members 
Mstep: Class 37 contains 26286 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 43546 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31068 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777096.000000 Penalty: 96567.195312
Iteration 470Q: 46 clusters Score -4.97771e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 5361 members 
Mstep: Class 5 contains 35474 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24068 members 
Mstep: Class 9 contains 24714 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40723 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 12859 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38726 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21317 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30123 members 
Mstep: Class 37 contains 26441 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 43176 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31094 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777316.000000 Penalty: 96567.195312
Iteration 471Q: 46 clusters Score -4.977732e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 5355 members 
Mstep: Class 5 contains 35389 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24087 members 
Mstep: Class 9 contains 24715 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40718 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 13180 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5855 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38716 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21305 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30120 members 
Mstep: Class 37 contains 26562 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 42803 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31119 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777636.000000 Penalty: 96567.195312
Iteration 472Q: 46 clusters Score -4.977764e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 35294 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24080 members 
Mstep: Class 9 contains 24713 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 13531 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5861 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21299 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30120 members 
Mstep: Class 37 contains 26651 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 42457 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31127 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777896.000000 Penalty: 96567.195312
Iteration 473Q: 46 clusters Score -4.97779e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38374 members 
Mstep: Class 4 contains 5351 members 
Mstep: Class 5 contains 35207 members 
Mstep: Class 6 contains 40003 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24071 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 13913 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38713 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21298 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30120 members 
Mstep: Class 37 contains 26733 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 42097 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31120 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778240.000000 Penalty: 96567.195312
Iteration 474Q: 46 clusters Score -4.977824e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38374 members 
Mstep: Class 4 contains 5347 members 
Mstep: Class 5 contains 35115 members 
Mstep: Class 6 contains 40003 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24076 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 14338 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5867 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38710 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21293 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30120 members 
Mstep: Class 37 contains 26792 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 41720 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31106 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778504.000000 Penalty: 96567.195312
Iteration 475Q: 46 clusters Score -4.97785e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38373 members 
Mstep: Class 4 contains 5343 members 
Mstep: Class 5 contains 35023 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24068 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40721 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 14784 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6477 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38711 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21294 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30120 members 
Mstep: Class 37 contains 26860 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 41323 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31083 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778908.000000 Penalty: 96567.195312
Iteration 476Q: 46 clusters Score -4.977891e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38373 members 
Mstep: Class 4 contains 5343 members 
Mstep: Class 5 contains 34948 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24052 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40718 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 15303 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6477 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21293 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30120 members 
Mstep: Class 37 contains 26896 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 40871 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31072 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779236.000000 Penalty: 96567.195312
Iteration 477Q: 46 clusters Score -4.977924e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38373 members 
Mstep: Class 4 contains 5335 members 
Mstep: Class 5 contains 34884 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 24013 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40717 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 15858 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5876 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6477 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38715 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21300 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30120 members 
Mstep: Class 37 contains 26903 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 40423 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31059 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49779812.000000 Penalty: 96567.195312
Iteration 478Q: 46 clusters Score -4.977981e+07 nChanged 1132
Entering ConstructFrom: 
Score: -49779812.000000 Penalty: 96567.195312
Entering ConstructFrom: 
Trying to split cluster 1 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -359015.718750 Penalty: 1340.385986
	Iteration 0F: 2 clusters Score -359015.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -355802.125000 Penalty: 2680.771973
	Iteration 0F: 3 clusters Score -355802.1 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -356653.250000 Penalty: 2680.771973
	Iteration 1F: 3 clusters Score -356653.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -356823.875000 Penalty: 2680.771973
	Iteration 2F: 3 clusters Score -356823.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -356928.593750 Penalty: 2680.771973
	Iteration 3F: 3 clusters Score -356928.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -357005.406250 Penalty: 2680.771973
	Iteration 4Q: 3 clusters Score -357005.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -357057.562500 Penalty: 2680.771973
	Iteration 5Q: 3 clusters Score -357057.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -357112.468750 Penalty: 2680.771973
	Iteration 6Q: 3 clusters Score -357112.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -357169.843750 Penalty: 2680.771973
	Iteration 7Q: 3 clusters Score -357169.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -357228.187500 Penalty: 2680.771973
	Iteration 8Q: 3 clusters Score -357228.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -357284.156250 Penalty: 2680.771973
	Iteration 9Q: 3 clusters Score -357284.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -357341.343750 Penalty: 2680.771973
	Iteration 10Q: 3 clusters Score -357341.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -357384.093750 Penalty: 2680.771973
	Iteration 11Q: 3 clusters Score -357384.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -357428.343750 Penalty: 2680.771973
	Iteration 12Q: 3 clusters Score -357428.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -357467.906250 Penalty: 2680.771973
	Iteration 13Q: 3 clusters Score -357467.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -357498.156250 Penalty: 2680.771973
	Iteration 14Q: 3 clusters Score -357498.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -357522.250000 Penalty: 2680.771973
	Iteration 15Q: 3 clusters Score -357522.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -357539.656250 Penalty: 2680.771973
	Iteration 16Q: 3 clusters Score -357539.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -357554.968750 Penalty: 2680.771973
	Iteration 17Q: 3 clusters Score -357555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -357574.000000 Penalty: 2680.771973
	Iteration 18Q: 3 clusters Score -357574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -357594.562500 Penalty: 2680.771973
	Iteration 19Q: 3 clusters Score -357594.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -357618.781250 Penalty: 2680.771973
	Iteration 20F: 3 clusters Score -357618.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -357637.687500 Penalty: 2680.771973
	Iteration 21Q: 3 clusters Score -357637.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -357657.687500 Penalty: 2680.771973
	Iteration 22Q: 3 clusters Score -357657.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -357678.843750 Penalty: 2680.771973
	Iteration 23Q: 3 clusters Score -357678.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -357698.312500 Penalty: 2680.771973
	Iteration 24Q: 3 clusters Score -357698.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -357716.625000 Penalty: 2680.771973
	Iteration 25Q: 3 clusters Score -357716.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -357726.343750 Penalty: 2680.771973
	Iteration 26Q: 3 clusters Score -357726.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -357736.218750 Penalty: 2680.771973
	Iteration 27Q: 3 clusters Score -357736.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -357743.968750 Penalty: 2680.771973
	Iteration 28Q: 3 clusters Score -357744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -357748.312500 Penalty: 2680.771973
	Iteration 29Q: 3 clusters Score -357748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -357752.406250 Penalty: 2680.771973
	Iteration 30Q: 3 clusters Score -357752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -357754.937500 Penalty: 2680.771973
	Iteration 31Q: 3 clusters Score -357754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -357756.312500 Penalty: 2680.771973
	Iteration 32Q: 3 clusters Score -357756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -357756.437500 Penalty: 2680.771973
	Iteration 33Q: 3 clusters Score -357756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -357756.437500 Penalty: 2680.771973
	Iteration 34F: 3 clusters Score -357756.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -688073.750000 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -688073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -682730.937500 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -682730.9 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -684365.062500 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -684365.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -684636.125000 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -684636.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -684849.187500 Penalty: 2882.645752
	Iteration 3F: 3 clusters Score -684849.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -684997.812500 Penalty: 2882.645752
	Iteration 4Q: 3 clusters Score -684997.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -685134.687500 Penalty: 2882.645752
	Iteration 5Q: 3 clusters Score -685134.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -685292.312500 Penalty: 2882.645752
	Iteration 6Q: 3 clusters Score -685292.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -685437.187500 Penalty: 2882.645752
	Iteration 7Q: 3 clusters Score -685437.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -685591.000000 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -685591 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -685746.125000 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -685746.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -685906.625000 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -685906.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -686085.312500 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -686085.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -686292.187500 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -686292.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -686471.937500 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -686471.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -686606.437500 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -686606.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -686699.562500 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -686699.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -686741.937500 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -686741.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -686773.250000 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -686773.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -686798.500000 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -686798.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -686810.437500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -686810.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -686827.312500 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -686827.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -686836.937500 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -686836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -686844.875000 Penalty: 2882.645752
	Iteration 22Q: 3 clusters Score -686844.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -686852.687500 Penalty: 2882.645752
	Iteration 23Q: 3 clusters Score -686852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -686855.812500 Penalty: 2882.645752
	Iteration 24Q: 3 clusters Score -686855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -686860.437500 Penalty: 2882.645752
	Iteration 25Q: 3 clusters Score -686860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -686863.375000 Penalty: 2882.645752
	Iteration 26Q: 3 clusters Score -686863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -686868.937500 Penalty: 2882.645752
	Iteration 27Q: 3 clusters Score -686868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -686870.375000 Penalty: 2882.645752
	Iteration 28Q: 3 clusters Score -686870.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -686870.375000 Penalty: 2882.645752
	Iteration 29F: 3 clusters Score -686870.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Entering Unmasked Estep 
Score: -3673660.500000 Penalty: 1715.201050
	Iteration 0F: 2 clusters Score -3673660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3648551.250000 Penalty: 3430.402100
	Iteration 0F: 3 clusters Score -3648551 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3658996.000000 Penalty: 3430.402100
	Iteration 1F: 3 clusters Score -3658996 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3659804.250000 Penalty: 3430.402100
	Iteration 2F: 3 clusters Score -3659804 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3660746.250000 Penalty: 3430.402100
	Iteration 3F: 3 clusters Score -3660746 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3661788.250000 Penalty: 3430.402100
	Iteration 4F: 3 clusters Score -3661788 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3662911.250000 Penalty: 3430.402100
	Iteration 5F: 3 clusters Score -3662911 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3664129.250000 Penalty: 3430.402100
	Iteration 6F: 3 clusters Score -3664129 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3665340.250000 Penalty: 3430.402100
	Iteration 7F: 3 clusters Score -3665340 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3666412.000000 Penalty: 3430.402100
	Iteration 8Q: 3 clusters Score -3666412 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3667173.750000 Penalty: 3430.402100
	Iteration 9Q: 3 clusters Score -3667174 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3667667.750000 Penalty: 3430.402100
	Iteration 10Q: 3 clusters Score -3667668 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3667926.500000 Penalty: 3430.402100
	Iteration 11Q: 3 clusters Score -3667926 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3668125.250000 Penalty: 3430.402100
	Iteration 12Q: 3 clusters Score -3668125 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3668250.500000 Penalty: 3430.402100
	Iteration 13Q: 3 clusters Score -3668250 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3668373.000000 Penalty: 3430.402100
	Iteration 14Q: 3 clusters Score -3668373 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3668497.500000 Penalty: 3430.402100
	Iteration 15Q: 3 clusters Score -3668498 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3668619.500000 Penalty: 3430.402100
	Iteration 16Q: 3 clusters Score -3668620 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3668743.500000 Penalty: 3430.402100
	Iteration 17Q: 3 clusters Score -3668744 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3668861.750000 Penalty: 3430.402100
	Iteration 18Q: 3 clusters Score -3668862 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3668990.500000 Penalty: 3430.402100
	Iteration 19Q: 3 clusters Score -3668990 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3669130.500000 Penalty: 3430.402100
	Iteration 20F: 3 clusters Score -3669130 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -3669273.000000 Penalty: 3430.402100
	Iteration 21Q: 3 clusters Score -3669273 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3669381.250000 Penalty: 3430.402100
	Iteration 22Q: 3 clusters Score -3669381 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -3669508.000000 Penalty: 3430.402100
	Iteration 23Q: 3 clusters Score -3669508 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3669644.750000 Penalty: 3430.402100
	Iteration 24Q: 3 clusters Score -3669645 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -3669784.750000 Penalty: 3430.402100
	Iteration 25Q: 3 clusters Score -3669785 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -3669906.500000 Penalty: 3430.402100
	Iteration 26Q: 3 clusters Score -3669906 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -3670070.000000 Penalty: 3430.402100
	Iteration 27Q: 3 clusters Score -3670070 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -3670233.750000 Penalty: 3430.402100
	Iteration 28Q: 3 clusters Score -3670234 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -3670570.500000 Penalty: 3430.402100
	Iteration 29Q: 3 clusters Score -3670570 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -3670893.500000 Penalty: 3430.402100
	Iteration 30Q: 3 clusters Score -3670894 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -3671178.500000 Penalty: 3430.402100
	Iteration 31Q: 3 clusters Score -3671178 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -3671453.750000 Penalty: 3430.402100
	Iteration 32Q: 3 clusters Score -3671454 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -3671683.000000 Penalty: 3430.402100
	Iteration 33Q: 3 clusters Score -3671683 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -3671895.750000 Penalty: 3430.402100
	Iteration 34Q: 3 clusters Score -3671896 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -3672050.500000 Penalty: 3430.402100
	Iteration 35Q: 3 clusters Score -3672050 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -3672220.250000 Penalty: 3430.402100
	Iteration 36Q: 3 clusters Score -3672220 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -3672319.750000 Penalty: 3430.402100
	Iteration 37Q: 3 clusters Score -3672320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -3672387.500000 Penalty: 3430.402100
	Iteration 38Q: 3 clusters Score -3672388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -3672441.250000 Penalty: 3430.402100
	Iteration 39Q: 3 clusters Score -3672441 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -3672470.500000 Penalty: 3430.402100
	Iteration 40F: 3 clusters Score -3672470 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -3672480.750000 Penalty: 3430.402100
	Iteration 41Q: 3 clusters Score -3672481 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -3672487.000000 Penalty: 3430.402100
	Iteration 42Q: 3 clusters Score -3672487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -3672491.000000 Penalty: 3430.402100
	Iteration 43Q: 3 clusters Score -3672491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -3672506.750000 Penalty: 3430.402100
	Iteration 44Q: 3 clusters Score -3672507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -3672507.500000 Penalty: 3430.402100
	Iteration 45Q: 3 clusters Score -3672508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -3672522.000000 Penalty: 3430.402100
	Iteration 46Q: 3 clusters Score -3672522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -3672517.750000 Penalty: 3430.402100
	Iteration 47Q: 3 clusters Score -3672518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -3672515.250000 Penalty: 3430.402100
	Iteration 48Q: 3 clusters Score -3672515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -3672521.500000 Penalty: 3430.402100
	Iteration 49Q: 3 clusters Score -3672522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3672522.250000 Penalty: 3430.402100
	Iteration 50Q: 3 clusters Score -3672522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -3672528.000000 Penalty: 3430.402100
	Iteration 51Q: 3 clusters Score -3672528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -3672530.500000 Penalty: 3430.402100
	Iteration 52Q: 3 clusters Score -3672530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -3672527.250000 Penalty: 3430.402100
	Iteration 53Q: 3 clusters Score -3672527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -3672529.000000 Penalty: 3430.402100
	Iteration 54Q: 3 clusters Score -3672529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -3672537.500000 Penalty: 3430.402100
	Iteration 55Q: 3 clusters Score -3672538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -3672529.500000 Penalty: 3430.402100
	Iteration 56Q: 3 clusters Score -3672530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -3672529.500000 Penalty: 3430.402100
	Iteration 57F: 3 clusters Score -3672530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -477822.718750 Penalty: 1394.368896
	Iteration 0F: 2 clusters Score -477822.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -473656.343750 Penalty: 2788.737793
	Iteration 0F: 3 clusters Score -473656.3 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -474899.093750 Penalty: 2788.737793
	Iteration 1F: 3 clusters Score -474899.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -475183.125000 Penalty: 2788.737793
	Iteration 2F: 3 clusters Score -475183.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -475447.031250 Penalty: 2788.737793
	Iteration 3F: 3 clusters Score -475447 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -475713.031250 Penalty: 2788.737793
	Iteration 4F: 3 clusters Score -475713 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -475976.468750 Penalty: 2788.737793
	Iteration 5F: 3 clusters Score -475976.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -476290.843750 Penalty: 2788.737793
	Iteration 6F: 3 clusters Score -476290.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -476608.156250 Penalty: 2788.737793
	Iteration 7F: 3 clusters Score -476608.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -476857.718750 Penalty: 2788.737793
	Iteration 8Q: 3 clusters Score -476857.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -477064.375000 Penalty: 2788.737793
	Iteration 9Q: 3 clusters Score -477064.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -477177.312500 Penalty: 2788.737793
	Iteration 10Q: 3 clusters Score -477177.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -477228.687500 Penalty: 2788.737793
	Iteration 11Q: 3 clusters Score -477228.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -477250.156250 Penalty: 2788.737793
	Iteration 12Q: 3 clusters Score -477250.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -477261.375000 Penalty: 2788.737793
	Iteration 13Q: 3 clusters Score -477261.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -477269.656250 Penalty: 2788.737793
	Iteration 14Q: 3 clusters Score -477269.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -477274.000000 Penalty: 2788.737793
	Iteration 15Q: 3 clusters Score -477274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -477278.031250 Penalty: 2788.737793
	Iteration 16Q: 3 clusters Score -477278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -477277.875000 Penalty: 2788.737793
	Iteration 17Q: 3 clusters Score -477277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -477279.218750 Penalty: 2788.737793
	Iteration 18Q: 3 clusters Score -477279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -477279.718750 Penalty: 2788.737793
	Iteration 19Q: 3 clusters Score -477279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -477280.656250 Penalty: 2788.737793
	Iteration 20F: 3 clusters Score -477280.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -477281.968750 Penalty: 2788.737793
	Iteration 21Q: 3 clusters Score -477282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -477281.656250 Penalty: 2788.737793
	Iteration 22Q: 3 clusters Score -477281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -477281.656250 Penalty: 2788.737793
	Iteration 23F: 3 clusters Score -477281.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Entering Unmasked Estep 
Score: -3293555.250000 Penalty: 1699.430420
	Iteration 0F: 2 clusters Score -3293555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3270720.000000 Penalty: 3398.860840
	Iteration 0F: 3 clusters Score -3270720 nChanged 16076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3279670.500000 Penalty: 3398.860840
	Iteration 1F: 3 clusters Score -3279670 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3280095.250000 Penalty: 3398.860840
	Iteration 2Q: 3 clusters Score -3280095 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3280516.250000 Penalty: 3398.860840
	Iteration 3Q: 3 clusters Score -3280516 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3280996.000000 Penalty: 3398.860840
	Iteration 4Q: 3 clusters Score -3280996 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3281530.000000 Penalty: 3398.860840
	Iteration 5Q: 3 clusters Score -3281530 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3282168.500000 Penalty: 3398.860840
	Iteration 6Q: 3 clusters Score -3282168 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3283020.250000 Penalty: 3398.860840
	Iteration 7F: 3 clusters Score -3283020 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3284129.250000 Penalty: 3398.860840
	Iteration 8F: 3 clusters Score -3284129 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3285645.000000 Penalty: 3398.860840
	Iteration 9F: 3 clusters Score -3285645 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3287406.000000 Penalty: 3398.860840
	Iteration 10F: 3 clusters Score -3287406 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3289225.500000 Penalty: 3398.860840
	Iteration 11F: 3 clusters Score -3289226 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3290640.500000 Penalty: 3398.860840
	Iteration 12Q: 3 clusters Score -3290640 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3291468.500000 Penalty: 3398.860840
	Iteration 13Q: 3 clusters Score -3291468 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3291872.750000 Penalty: 3398.860840
	Iteration 14Q: 3 clusters Score -3291873 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3292023.250000 Penalty: 3398.860840
	Iteration 15Q: 3 clusters Score -3292023 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3292101.000000 Penalty: 3398.860840
	Iteration 16Q: 3 clusters Score -3292101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3292134.750000 Penalty: 3398.860840
	Iteration 17Q: 3 clusters Score -3292135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3292155.250000 Penalty: 3398.860840
	Iteration 18Q: 3 clusters Score -3292155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3292172.750000 Penalty: 3398.860840
	Iteration 19Q: 3 clusters Score -3292173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3292187.500000 Penalty: 3398.860840
	Iteration 20F: 3 clusters Score -3292188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3292194.250000 Penalty: 3398.860840
	Iteration 21Q: 3 clusters Score -3292194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3292197.750000 Penalty: 3398.860840
	Iteration 22Q: 3 clusters Score -3292198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3292208.000000 Penalty: 3398.860840
	Iteration 23Q: 3 clusters Score -3292208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3292213.000000 Penalty: 3398.860840
	Iteration 24Q: 3 clusters Score -3292213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3292218.000000 Penalty: 3398.860840
	Iteration 25Q: 3 clusters Score -3292218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3292216.250000 Penalty: 3398.860840
	Iteration 26Q: 3 clusters Score -3292216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3292224.500000 Penalty: 3398.860840
	Iteration 27Q: 3 clusters Score -3292224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3292227.750000 Penalty: 3398.860840
	Iteration 28Q: 3 clusters Score -3292228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3292226.750000 Penalty: 3398.860840
	Iteration 29Q: 3 clusters Score -3292227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3292232.500000 Penalty: 3398.860840
	Iteration 30Q: 3 clusters Score -3292232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3292232.500000 Penalty: 3398.860840
	Iteration 31F: 3 clusters Score -3292232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Entering Unmasked Estep 
Score: -3938696.250000 Penalty: 1721.977539
	Iteration 0F: 2 clusters Score -3938696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3916857.250000 Penalty: 3443.955078
	Iteration 0F: 3 clusters Score -3916857 nChanged 18625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3927371.250000 Penalty: 3443.955078
	Iteration 1F: 3 clusters Score -3927371 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3927714.000000 Penalty: 3443.955078
	Iteration 2Q: 3 clusters Score -3927714 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3928024.750000 Penalty: 3443.955078
	Iteration 3Q: 3 clusters Score -3928025 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3928368.750000 Penalty: 3443.955078
	Iteration 4Q: 3 clusters Score -3928369 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3928847.500000 Penalty: 3443.955078
	Iteration 5Q: 3 clusters Score -3928848 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3929554.250000 Penalty: 3443.955078
	Iteration 6Q: 3 clusters Score -3929554 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3930678.500000 Penalty: 3443.955078
	Iteration 7F: 3 clusters Score -3930678 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3932419.250000 Penalty: 3443.955078
	Iteration 8F: 3 clusters Score -3932419 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -3934769.250000 Penalty: 3443.955078
	Iteration 9F: 3 clusters Score -3934769 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -3936791.000000 Penalty: 3443.955078
	Iteration 10F: 3 clusters Score -3936791 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -3937279.000000 Penalty: 3443.955078
	Iteration 11F: 3 clusters Score -3937279 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -3937292.250000 Penalty: 3443.955078
	Iteration 12Q: 3 clusters Score -3937292 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -3937286.250000 Penalty: 3443.955078
	Iteration 13Q: 3 clusters Score -3937286 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -3937281.000000 Penalty: 3443.955078
	Iteration 14Q: 3 clusters Score -3937281 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -3937328.250000 Penalty: 3443.955078
	Iteration 15Q: 3 clusters Score -3937328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -3937399.500000 Penalty: 3443.955078
	Iteration 16Q: 3 clusters Score -3937400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -3937410.500000 Penalty: 3443.955078
	Iteration 17Q: 3 clusters Score -3937410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -3937417.250000 Penalty: 3443.955078
	Iteration 18Q: 3 clusters Score -3937417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -3937416.750000 Penalty: 3443.955078
	Iteration 19Q: 3 clusters Score -3937417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -3937424.250000 Penalty: 3443.955078
	Iteration 20F: 3 clusters Score -3937424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -3937430.500000 Penalty: 3443.955078
	Iteration 21Q: 3 clusters Score -3937430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -3937431.500000 Penalty: 3443.955078
	Iteration 22Q: 3 clusters Score -3937432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -3937444.750000 Penalty: 3443.955078
	Iteration 23Q: 3 clusters Score -3937445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -3937452.250000 Penalty: 3443.955078
	Iteration 24Q: 3 clusters Score -3937452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -3937463.750000 Penalty: 3443.955078
	Iteration 25Q: 3 clusters Score -3937464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -3937476.000000 Penalty: 3443.955078
	Iteration 26Q: 3 clusters Score -3937476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -3937489.000000 Penalty: 3443.955078
	Iteration 27Q: 3 clusters Score -3937489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -3937499.750000 Penalty: 3443.955078
	Iteration 28Q: 3 clusters Score -3937500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -3937494.500000 Penalty: 3443.955078
	Iteration 29Q: 3 clusters Score -3937494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -3937507.000000 Penalty: 3443.955078
	Iteration 30Q: 3 clusters Score -3937507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -3937504.500000 Penalty: 3443.955078
	Iteration 31Q: 3 clusters Score -3937504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -3937506.000000 Penalty: 3443.955078
	Iteration 32Q: 3 clusters Score -3937506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -3937506.000000 Penalty: 3443.955078
	Iteration 33F: 3 clusters Score -3937506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -87584.476562 Penalty: 1141.360840
	Iteration 0F: 2 clusters Score -87584.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86100.726562 Penalty: 2282.721680
	Iteration 0F: 3 clusters Score -86100.73 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -86386.234375 Penalty: 2282.721680
	Iteration 1F: 3 clusters Score -86386.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -86511.687500 Penalty: 2282.721680
	Iteration 2F: 3 clusters Score -86511.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86592.890625 Penalty: 2282.721680
	Iteration 3F: 3 clusters Score -86592.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -86636.851562 Penalty: 2282.721680
	Iteration 4Q: 3 clusters Score -86636.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86658.445312 Penalty: 2282.721680
	Iteration 5Q: 3 clusters Score -86658.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86678.906250 Penalty: 2282.721680
	Iteration 6Q: 3 clusters Score -86678.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86699.453125 Penalty: 2282.721680
	Iteration 7Q: 3 clusters Score -86699.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86718.835938 Penalty: 2282.721680
	Iteration 8Q: 3 clusters Score -86718.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86752.382812 Penalty: 2282.721680
	Iteration 9Q: 3 clusters Score -86752.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86795.914062 Penalty: 2282.721680
	Iteration 10Q: 3 clusters Score -86795.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86869.843750 Penalty: 2282.721680
	Iteration 11Q: 3 clusters Score -86869.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86971.140625 Penalty: 2282.721680
	Iteration 12Q: 3 clusters Score -86971.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87035.304688 Penalty: 2282.721680
	Iteration 13Q: 3 clusters Score -87035.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87093.101562 Penalty: 2282.721680
	Iteration 14Q: 3 clusters Score -87093.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -87148.789062 Penalty: 2282.721680
	Iteration 15Q: 3 clusters Score -87148.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87202.164062 Penalty: 2282.721680
	Iteration 16Q: 3 clusters Score -87202.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87234.976562 Penalty: 2282.721680
	Iteration 17Q: 3 clusters Score -87234.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -87251.203125 Penalty: 2282.721680
	Iteration 18Q: 3 clusters Score -87251.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -87269.648438 Penalty: 2282.721680
	Iteration 19Q: 3 clusters Score -87269.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -87310.023438 Penalty: 2282.721680
	Iteration 20F: 3 clusters Score -87310.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -87359.437500 Penalty: 2282.721680
	Iteration 21Q: 3 clusters Score -87359.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -87370.593750 Penalty: 2282.721680
	Iteration 22Q: 3 clusters Score -87370.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -87382.718750 Penalty: 2282.721680
	Iteration 23Q: 3 clusters Score -87382.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -87390.937500 Penalty: 2282.721680
	Iteration 24Q: 3 clusters Score -87390.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -87398.078125 Penalty: 2282.721680
	Iteration 25Q: 3 clusters Score -87398.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -87400.750000 Penalty: 2282.721680
	Iteration 26Q: 3 clusters Score -87400.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -87407.210938 Penalty: 2282.721680
	Iteration 27Q: 3 clusters Score -87407.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -87409.007812 Penalty: 2282.721680
	Iteration 28Q: 3 clusters Score -87409.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -87409.007812 Penalty: 2282.721680
	Iteration 29F: 3 clusters Score -87409.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Entering Unmasked Estep 
Score: -2170429.750000 Penalty: 1638.645752
	Iteration 0F: 2 clusters Score -2170430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2154121.500000 Penalty: 3277.291504
	Iteration 0F: 3 clusters Score -2154122 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2160236.750000 Penalty: 3277.291504
	Iteration 1F: 3 clusters Score -2160237 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2160661.750000 Penalty: 3277.291504
	Iteration 2F: 3 clusters Score -2160662 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2161086.500000 Penalty: 3277.291504
	Iteration 3Q: 3 clusters Score -2161086 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2161474.000000 Penalty: 3277.291504
	Iteration 4Q: 3 clusters Score -2161474 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2161881.250000 Penalty: 3277.291504
	Iteration 5Q: 3 clusters Score -2161881 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2162314.000000 Penalty: 3277.291504
	Iteration 6Q: 3 clusters Score -2162314 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2162805.500000 Penalty: 3277.291504
	Iteration 7Q: 3 clusters Score -2162806 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2163413.250000 Penalty: 3277.291504
	Iteration 8Q: 3 clusters Score -2163413 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2164096.500000 Penalty: 3277.291504
	Iteration 9Q: 3 clusters Score -2164096 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2164863.250000 Penalty: 3277.291504
	Iteration 10F: 3 clusters Score -2164863 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2165695.250000 Penalty: 3277.291504
	Iteration 11Q: 3 clusters Score -2165695 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2166527.500000 Penalty: 3277.291504
	Iteration 12Q: 3 clusters Score -2166528 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2167336.500000 Penalty: 3277.291504
	Iteration 13Q: 3 clusters Score -2167336 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2167988.000000 Penalty: 3277.291504
	Iteration 14Q: 3 clusters Score -2167988 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2168429.250000 Penalty: 3277.291504
	Iteration 15Q: 3 clusters Score -2168429 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2168717.500000 Penalty: 3277.291504
	Iteration 16Q: 3 clusters Score -2168718 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2168885.500000 Penalty: 3277.291504
	Iteration 17Q: 3 clusters Score -2168886 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2168990.750000 Penalty: 3277.291504
	Iteration 18Q: 3 clusters Score -2168991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2169053.500000 Penalty: 3277.291504
	Iteration 19Q: 3 clusters Score -2169054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2169081.750000 Penalty: 3277.291504
	Iteration 20F: 3 clusters Score -2169082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2169100.250000 Penalty: 3277.291504
	Iteration 21Q: 3 clusters Score -2169100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2169114.500000 Penalty: 3277.291504
	Iteration 22Q: 3 clusters Score -2169114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2169124.500000 Penalty: 3277.291504
	Iteration 23Q: 3 clusters Score -2169124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2169134.500000 Penalty: 3277.291504
	Iteration 24Q: 3 clusters Score -2169134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2169140.250000 Penalty: 3277.291504
	Iteration 25Q: 3 clusters Score -2169140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2169145.750000 Penalty: 3277.291504
	Iteration 26Q: 3 clusters Score -2169146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2169154.250000 Penalty: 3277.291504
	Iteration 27Q: 3 clusters Score -2169154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2169164.000000 Penalty: 3277.291504
	Iteration 28Q: 3 clusters Score -2169164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2169169.000000 Penalty: 3277.291504
	Iteration 29Q: 3 clusters Score -2169169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2169173.250000 Penalty: 3277.291504
	Iteration 30Q: 3 clusters Score -2169173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2169175.250000 Penalty: 3277.291504
	Iteration 31Q: 3 clusters Score -2169175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2169181.000000 Penalty: 3277.291504
	Iteration 32Q: 3 clusters Score -2169181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2169184.500000 Penalty: 3277.291504
	Iteration 33Q: 3 clusters Score -2169184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2169184.750000 Penalty: 3277.291504
	Iteration 34Q: 3 clusters Score -2169185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2169185.250000 Penalty: 3277.291504
	Iteration 35Q: 3 clusters Score -2169185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2169189.250000 Penalty: 3277.291504
	Iteration 36Q: 3 clusters Score -2169189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2169187.750000 Penalty: 3277.291504
	Iteration 37Q: 3 clusters Score -2169188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2169187.750000 Penalty: 3277.291504
	Iteration 38F: 3 clusters Score -2169188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -2316316.000000 Penalty: 1643.688110
	Iteration 0F: 2 clusters Score -2316316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2299591.250000 Penalty: 3287.376221
	Iteration 0F: 3 clusters Score -2299591 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2305963.500000 Penalty: 3287.376221
	Iteration 1F: 3 clusters Score -2305964 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2306261.500000 Penalty: 3287.376221
	Iteration 2Q: 3 clusters Score -2306262 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2306525.500000 Penalty: 3287.376221
	Iteration 3Q: 3 clusters Score -2306526 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2306781.000000 Penalty: 3287.376221
	Iteration 4Q: 3 clusters Score -2306781 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2307009.500000 Penalty: 3287.376221
	Iteration 5Q: 3 clusters Score -2307010 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2307261.000000 Penalty: 3287.376221
	Iteration 6Q: 3 clusters Score -2307261 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2307575.500000 Penalty: 3287.376221
	Iteration 7Q: 3 clusters Score -2307576 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2307942.250000 Penalty: 3287.376221
	Iteration 8Q: 3 clusters Score -2307942 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2308387.000000 Penalty: 3287.376221
	Iteration 9Q: 3 clusters Score -2308387 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2308935.000000 Penalty: 3287.376221
	Iteration 10Q: 3 clusters Score -2308935 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2309583.000000 Penalty: 3287.376221
	Iteration 11Q: 3 clusters Score -2309583 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2310293.250000 Penalty: 3287.376221
	Iteration 12Q: 3 clusters Score -2310293 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2310892.500000 Penalty: 3287.376221
	Iteration 13Q: 3 clusters Score -2310892 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2311361.500000 Penalty: 3287.376221
	Iteration 14Q: 3 clusters Score -2311362 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2311651.000000 Penalty: 3287.376221
	Iteration 15Q: 3 clusters Score -2311651 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2311881.500000 Penalty: 3287.376221
	Iteration 16Q: 3 clusters Score -2311882 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2312080.250000 Penalty: 3287.376221
	Iteration 17Q: 3 clusters Score -2312080 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2312263.000000 Penalty: 3287.376221
	Iteration 18Q: 3 clusters Score -2312263 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2312417.500000 Penalty: 3287.376221
	Iteration 19Q: 3 clusters Score -2312418 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2312567.750000 Penalty: 3287.376221
	Iteration 20F: 3 clusters Score -2312568 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2312736.750000 Penalty: 3287.376221
	Iteration 21Q: 3 clusters Score -2312737 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2312888.750000 Penalty: 3287.376221
	Iteration 22Q: 3 clusters Score -2312889 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2313050.000000 Penalty: 3287.376221
	Iteration 23Q: 3 clusters Score -2313050 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2313234.250000 Penalty: 3287.376221
	Iteration 24Q: 3 clusters Score -2313234 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2313429.750000 Penalty: 3287.376221
	Iteration 25Q: 3 clusters Score -2313430 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2313605.250000 Penalty: 3287.376221
	Iteration 26Q: 3 clusters Score -2313605 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2313798.750000 Penalty: 3287.376221
	Iteration 27Q: 3 clusters Score -2313799 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2313987.750000 Penalty: 3287.376221
	Iteration 28Q: 3 clusters Score -2313988 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2314130.000000 Penalty: 3287.376221
	Iteration 29Q: 3 clusters Score -2314130 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2314257.500000 Penalty: 3287.376221
	Iteration 30Q: 3 clusters Score -2314258 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2314399.750000 Penalty: 3287.376221
	Iteration 31Q: 3 clusters Score -2314400 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2314526.250000 Penalty: 3287.376221
	Iteration 32Q: 3 clusters Score -2314526 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2314629.000000 Penalty: 3287.376221
	Iteration 33Q: 3 clusters Score -2314629 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2314689.250000 Penalty: 3287.376221
	Iteration 34Q: 3 clusters Score -2314689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2314753.250000 Penalty: 3287.376221
	Iteration 35Q: 3 clusters Score -2314753 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2314776.500000 Penalty: 3287.376221
	Iteration 36Q: 3 clusters Score -2314776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2314801.750000 Penalty: 3287.376221
	Iteration 37Q: 3 clusters Score -2314802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2314827.000000 Penalty: 3287.376221
	Iteration 38Q: 3 clusters Score -2314827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2314838.500000 Penalty: 3287.376221
	Iteration 39Q: 3 clusters Score -2314838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2314853.500000 Penalty: 3287.376221
	Iteration 40F: 3 clusters Score -2314854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2314867.500000 Penalty: 3287.376221
	Iteration 41Q: 3 clusters Score -2314868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2314874.000000 Penalty: 3287.376221
	Iteration 42Q: 3 clusters Score -2314874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2314880.750000 Penalty: 3287.376221
	Iteration 43Q: 3 clusters Score -2314881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2314880.000000 Penalty: 3287.376221
	Iteration 44Q: 3 clusters Score -2314880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2314882.500000 Penalty: 3287.376221
	Iteration 45Q: 3 clusters Score -2314882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2314890.000000 Penalty: 3287.376221
	Iteration 46Q: 3 clusters Score -2314890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2314891.750000 Penalty: 3287.376221
	Iteration 47Q: 3 clusters Score -2314892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2314893.000000 Penalty: 3287.376221
	Iteration 48Q: 3 clusters Score -2314893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2314897.000000 Penalty: 3287.376221
	Iteration 49Q: 3 clusters Score -2314897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2314896.750000 Penalty: 3287.376221
	Iteration 50Q: 3 clusters Score -2314897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2314898.000000 Penalty: 3287.376221
	Iteration 51Q: 3 clusters Score -2314898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2314901.750000 Penalty: 3287.376221
	Iteration 52Q: 3 clusters Score -2314902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2314901.750000 Penalty: 3287.376221
	Iteration 53Q: 3 clusters Score -2314902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2314902.250000 Penalty: 3287.376221
	Iteration 54Q: 3 clusters Score -2314902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2314903.750000 Penalty: 3287.376221
	Iteration 55Q: 3 clusters Score -2314904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2314905.750000 Penalty: 3287.376221
	Iteration 56Q: 3 clusters Score -2314906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2314905.750000 Penalty: 3287.376221
	Iteration 57F: 3 clusters Score -2314906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -444786.406250 Penalty: 1381.521973
	Iteration 0F: 2 clusters Score -444786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -440879.312500 Penalty: 2763.043945
	Iteration 0F: 3 clusters Score -440879.3 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -442032.531250 Penalty: 2763.043945
	Iteration 1F: 3 clusters Score -442032.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -442280.406250 Penalty: 2763.043945
	Iteration 2F: 3 clusters Score -442280.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -442520.000000 Penalty: 2763.043945
	Iteration 3F: 3 clusters Score -442520 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -442774.875000 Penalty: 2763.043945
	Iteration 4F: 3 clusters Score -442774.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -443035.781250 Penalty: 2763.043945
	Iteration 5F: 3 clusters Score -443035.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -443280.843750 Penalty: 2763.043945
	Iteration 6F: 3 clusters Score -443280.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -443495.500000 Penalty: 2763.043945
	Iteration 7Q: 3 clusters Score -443495.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -443655.281250 Penalty: 2763.043945
	Iteration 8Q: 3 clusters Score -443655.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -443764.562500 Penalty: 2763.043945
	Iteration 9Q: 3 clusters Score -443764.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -443847.250000 Penalty: 2763.043945
	Iteration 10Q: 3 clusters Score -443847.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -443905.937500 Penalty: 2763.043945
	Iteration 11Q: 3 clusters Score -443905.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -443950.687500 Penalty: 2763.043945
	Iteration 12Q: 3 clusters Score -443950.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -443987.687500 Penalty: 2763.043945
	Iteration 13Q: 3 clusters Score -443987.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -444015.312500 Penalty: 2763.043945
	Iteration 14Q: 3 clusters Score -444015.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -444037.593750 Penalty: 2763.043945
	Iteration 15Q: 3 clusters Score -444037.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -444057.906250 Penalty: 2763.043945
	Iteration 16Q: 3 clusters Score -444057.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -444073.000000 Penalty: 2763.043945
	Iteration 17Q: 3 clusters Score -444073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -444084.156250 Penalty: 2763.043945
	Iteration 18Q: 3 clusters Score -444084.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -444097.281250 Penalty: 2763.043945
	Iteration 19Q: 3 clusters Score -444097.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -444103.812500 Penalty: 2763.043945
	Iteration 20F: 3 clusters Score -444103.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -444110.875000 Penalty: 2763.043945
	Iteration 21Q: 3 clusters Score -444110.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -444114.062500 Penalty: 2763.043945
	Iteration 22Q: 3 clusters Score -444114.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -444118.062500 Penalty: 2763.043945
	Iteration 23Q: 3 clusters Score -444118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -444118.031250 Penalty: 2763.043945
	Iteration 24Q: 3 clusters Score -444118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -444119.000000 Penalty: 2763.043945
	Iteration 25Q: 3 clusters Score -444119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -444120.312500 Penalty: 2763.043945
	Iteration 26Q: 3 clusters Score -444120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -444120.375000 Penalty: 2763.043945
	Iteration 27Q: 3 clusters Score -444120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -444120.875000 Penalty: 2763.043945
	Iteration 28Q: 3 clusters Score -444120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -444123.437500 Penalty: 2763.043945
	Iteration 29Q: 3 clusters Score -444123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -444125.093750 Penalty: 2763.043945
	Iteration 30Q: 3 clusters Score -444125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -444128.125000 Penalty: 2763.043945
	Iteration 31Q: 3 clusters Score -444128.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -444131.125000 Penalty: 2763.043945
	Iteration 32Q: 3 clusters Score -444131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -444135.312500 Penalty: 2763.043945
	Iteration 33Q: 3 clusters Score -444135.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -444139.937500 Penalty: 2763.043945
	Iteration 34Q: 3 clusters Score -444139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -444143.812500 Penalty: 2763.043945
	Iteration 35Q: 3 clusters Score -444143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -444148.812500 Penalty: 2763.043945
	Iteration 36Q: 3 clusters Score -444148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -444152.250000 Penalty: 2763.043945
	Iteration 37Q: 3 clusters Score -444152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -444156.250000 Penalty: 2763.043945
	Iteration 38Q: 3 clusters Score -444156.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -444162.562500 Penalty: 2763.043945
	Iteration 39Q: 3 clusters Score -444162.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -444167.718750 Penalty: 2763.043945
	Iteration 40F: 3 clusters Score -444167.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -444173.031250 Penalty: 2763.043945
	Iteration 41Q: 3 clusters Score -444173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -444180.468750 Penalty: 2763.043945
	Iteration 42Q: 3 clusters Score -444180.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -444184.500000 Penalty: 2763.043945
	Iteration 43Q: 3 clusters Score -444184.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -444193.187500 Penalty: 2763.043945
	Iteration 44Q: 3 clusters Score -444193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -444200.906250 Penalty: 2763.043945
	Iteration 45Q: 3 clusters Score -444200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -444205.812500 Penalty: 2763.043945
	Iteration 46Q: 3 clusters Score -444205.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -444211.812500 Penalty: 2763.043945
	Iteration 47Q: 3 clusters Score -444211.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -444215.843750 Penalty: 2763.043945
	Iteration 48Q: 3 clusters Score -444215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -444220.500000 Penalty: 2763.043945
	Iteration 49Q: 3 clusters Score -444220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -444221.593750 Penalty: 2763.043945
	Iteration 50Q: 3 clusters Score -444221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -444223.312500 Penalty: 2763.043945
	Iteration 51Q: 3 clusters Score -444223.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -444224.468750 Penalty: 2763.043945
	Iteration 52Q: 3 clusters Score -444224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -444224.531250 Penalty: 2763.043945
	Iteration 53Q: 3 clusters Score -444224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -444226.156250 Penalty: 2763.043945
	Iteration 54Q: 3 clusters Score -444226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -444225.281250 Penalty: 2763.043945
	Iteration 55Q: 3 clusters Score -444225.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -444226.187500 Penalty: 2763.043945
	Iteration 56Q: 3 clusters Score -444226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -444226.125000 Penalty: 2763.043945
	Iteration 57Q: 3 clusters Score -444226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -444226.125000 Penalty: 2763.043945
	Iteration 58F: 3 clusters Score -444226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Entering Unmasked Estep 
Score: -1766225.375000 Penalty: 1601.152588
	Iteration 0F: 2 clusters Score -1766225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1753163.250000 Penalty: 3202.305176
	Iteration 0F: 3 clusters Score -1753163 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1757973.500000 Penalty: 3202.305176
	Iteration 1F: 3 clusters Score -1757974 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1758251.500000 Penalty: 3202.305176
	Iteration 2Q: 3 clusters Score -1758252 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1758528.250000 Penalty: 3202.305176
	Iteration 3Q: 3 clusters Score -1758528 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1758784.000000 Penalty: 3202.305176
	Iteration 4Q: 3 clusters Score -1758784 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1759035.250000 Penalty: 3202.305176
	Iteration 5Q: 3 clusters Score -1759035 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1759309.375000 Penalty: 3202.305176
	Iteration 6Q: 3 clusters Score -1759309 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1759620.125000 Penalty: 3202.305176
	Iteration 7Q: 3 clusters Score -1759620 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1760057.875000 Penalty: 3202.305176
	Iteration 8Q: 3 clusters Score -1760058 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1760639.250000 Penalty: 3202.305176
	Iteration 9F: 3 clusters Score -1760639 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1761400.500000 Penalty: 3202.305176
	Iteration 10F: 3 clusters Score -1761400 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1762245.875000 Penalty: 3202.305176
	Iteration 11F: 3 clusters Score -1762246 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1763034.625000 Penalty: 3202.305176
	Iteration 12Q: 3 clusters Score -1763035 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1763682.250000 Penalty: 3202.305176
	Iteration 13Q: 3 clusters Score -1763682 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1764082.125000 Penalty: 3202.305176
	Iteration 14Q: 3 clusters Score -1764082 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1764347.750000 Penalty: 3202.305176
	Iteration 15Q: 3 clusters Score -1764348 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1764513.125000 Penalty: 3202.305176
	Iteration 16Q: 3 clusters Score -1764513 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -1764627.000000 Penalty: 3202.305176
	Iteration 17Q: 3 clusters Score -1764627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1764702.250000 Penalty: 3202.305176
	Iteration 18Q: 3 clusters Score -1764702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1764751.750000 Penalty: 3202.305176
	Iteration 19Q: 3 clusters Score -1764752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1764792.000000 Penalty: 3202.305176
	Iteration 20F: 3 clusters Score -1764792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1764801.500000 Penalty: 3202.305176
	Iteration 21Q: 3 clusters Score -1764802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1764811.750000 Penalty: 3202.305176
	Iteration 22Q: 3 clusters Score -1764812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1764818.875000 Penalty: 3202.305176
	Iteration 23Q: 3 clusters Score -1764819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1764829.250000 Penalty: 3202.305176
	Iteration 24Q: 3 clusters Score -1764829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1764833.625000 Penalty: 3202.305176
	Iteration 25Q: 3 clusters Score -1764834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1764835.625000 Penalty: 3202.305176
	Iteration 26Q: 3 clusters Score -1764836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1764840.000000 Penalty: 3202.305176
	Iteration 27Q: 3 clusters Score -1764840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1764843.125000 Penalty: 3202.305176
	Iteration 28Q: 3 clusters Score -1764843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1764845.500000 Penalty: 3202.305176
	Iteration 29Q: 3 clusters Score -1764846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1764849.250000 Penalty: 3202.305176
	Iteration 30Q: 3 clusters Score -1764849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1764852.000000 Penalty: 3202.305176
	Iteration 31Q: 3 clusters Score -1764852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1764857.125000 Penalty: 3202.305176
	Iteration 32Q: 3 clusters Score -1764857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1764861.750000 Penalty: 3202.305176
	Iteration 33Q: 3 clusters Score -1764862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1764863.125000 Penalty: 3202.305176
	Iteration 34Q: 3 clusters Score -1764863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1764861.625000 Penalty: 3202.305176
	Iteration 35Q: 3 clusters Score -1764862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1764864.625000 Penalty: 3202.305176
	Iteration 36Q: 3 clusters Score -1764865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1764864.625000 Penalty: 3202.305176
	Iteration 37F: 3 clusters Score -1764865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -436950.187500 Penalty: 1378.490112
	Iteration 0F: 2 clusters Score -436950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -433157.812500 Penalty: 2756.980225
	Iteration 0F: 3 clusters Score -433157.8 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -434378.250000 Penalty: 2756.980225
	Iteration 1F: 3 clusters Score -434378.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -434709.187500 Penalty: 2756.980225
	Iteration 2F: 3 clusters Score -434709.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -434984.750000 Penalty: 2756.980225
	Iteration 3F: 3 clusters Score -434984.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -435233.437500 Penalty: 2756.980225
	Iteration 4F: 3 clusters Score -435233.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -435459.906250 Penalty: 2756.980225
	Iteration 5F: 3 clusters Score -435459.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -435643.781250 Penalty: 2756.980225
	Iteration 6Q: 3 clusters Score -435643.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -435772.062500 Penalty: 2756.980225
	Iteration 7Q: 3 clusters Score -435772.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -435855.625000 Penalty: 2756.980225
	Iteration 8Q: 3 clusters Score -435855.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -435931.062500 Penalty: 2756.980225
	Iteration 9Q: 3 clusters Score -435931.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -435992.218750 Penalty: 2756.980225
	Iteration 10Q: 3 clusters Score -435992.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -436056.468750 Penalty: 2756.980225
	Iteration 11Q: 3 clusters Score -436056.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -436149.156250 Penalty: 2756.980225
	Iteration 12Q: 3 clusters Score -436149.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -436298.500000 Penalty: 2756.980225
	Iteration 13Q: 3 clusters Score -436298.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -436457.312500 Penalty: 2756.980225
	Iteration 14Q: 3 clusters Score -436457.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -436536.812500 Penalty: 2756.980225
	Iteration 15Q: 3 clusters Score -436536.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -436579.625000 Penalty: 2756.980225
	Iteration 16Q: 3 clusters Score -436579.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -436600.031250 Penalty: 2756.980225
	Iteration 17Q: 3 clusters Score -436600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -436607.406250 Penalty: 2756.980225
	Iteration 18Q: 3 clusters Score -436607.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -436613.468750 Penalty: 2756.980225
	Iteration 19Q: 3 clusters Score -436613.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -436616.531250 Penalty: 2756.980225
	Iteration 20F: 3 clusters Score -436616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -436618.062500 Penalty: 2756.980225
	Iteration 21Q: 3 clusters Score -436618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -436621.187500 Penalty: 2756.980225
	Iteration 22Q: 3 clusters Score -436621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -436624.125000 Penalty: 2756.980225
	Iteration 23Q: 3 clusters Score -436624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -436626.312500 Penalty: 2756.980225
	Iteration 24Q: 3 clusters Score -436626.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -436629.093750 Penalty: 2756.980225
	Iteration 25Q: 3 clusters Score -436629.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -436630.250000 Penalty: 2756.980225
	Iteration 26Q: 3 clusters Score -436630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -436629.968750 Penalty: 2756.980225
	Iteration 27Q: 3 clusters Score -436630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -436629.968750 Penalty: 2756.980225
	Iteration 28F: 3 clusters Score -436630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Entering Unmasked Estep 
Score: -437534.843750 Penalty: 1374.954468
	Iteration 0F: 2 clusters Score -437534.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -433703.687500 Penalty: 2749.908936
	Iteration 0F: 3 clusters Score -433703.7 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -434767.625000 Penalty: 2749.908936
	Iteration 1F: 3 clusters Score -434767.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -434950.781250 Penalty: 2749.908936
	Iteration 2F: 3 clusters Score -434950.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -435108.156250 Penalty: 2749.908936
	Iteration 3F: 3 clusters Score -435108.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -435252.781250 Penalty: 2749.908936
	Iteration 4Q: 3 clusters Score -435252.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -435410.281250 Penalty: 2749.908936
	Iteration 5Q: 3 clusters Score -435410.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -435590.343750 Penalty: 2749.908936
	Iteration 6Q: 3 clusters Score -435590.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -435815.718750 Penalty: 2749.908936
	Iteration 7Q: 3 clusters Score -435815.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -436036.968750 Penalty: 2749.908936
	Iteration 8Q: 3 clusters Score -436037 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -436309.437500 Penalty: 2749.908936
	Iteration 9Q: 3 clusters Score -436309.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -436547.468750 Penalty: 2749.908936
	Iteration 10Q: 3 clusters Score -436547.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -436697.250000 Penalty: 2749.908936
	Iteration 11Q: 3 clusters Score -436697.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -436780.843750 Penalty: 2749.908936
	Iteration 12Q: 3 clusters Score -436780.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -436827.062500 Penalty: 2749.908936
	Iteration 13Q: 3 clusters Score -436827.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -436851.906250 Penalty: 2749.908936
	Iteration 14Q: 3 clusters Score -436851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -436863.781250 Penalty: 2749.908936
	Iteration 15Q: 3 clusters Score -436863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -436871.406250 Penalty: 2749.908936
	Iteration 16Q: 3 clusters Score -436871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -436876.250000 Penalty: 2749.908936
	Iteration 17Q: 3 clusters Score -436876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -436878.062500 Penalty: 2749.908936
	Iteration 18Q: 3 clusters Score -436878.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -436879.375000 Penalty: 2749.908936
	Iteration 19Q: 3 clusters Score -436879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -436880.031250 Penalty: 2749.908936
	Iteration 20F: 3 clusters Score -436880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -436880.843750 Penalty: 2749.908936
	Iteration 21Q: 3 clusters Score -436880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -436881.562500 Penalty: 2749.908936
	Iteration 22Q: 3 clusters Score -436881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -436882.937500 Penalty: 2749.908936
	Iteration 23Q: 3 clusters Score -436882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -436882.250000 Penalty: 2749.908936
	Iteration 24Q: 3 clusters Score -436882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -436882.406250 Penalty: 2749.908936
	Iteration 25Q: 3 clusters Score -436882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -436884.562500 Penalty: 2749.908936
	Iteration 26Q: 3 clusters Score -436884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -436885.031250 Penalty: 2749.908936
	Iteration 27Q: 3 clusters Score -436885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -436886.687500 Penalty: 2749.908936
	Iteration 28Q: 3 clusters Score -436886.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -436887.062500 Penalty: 2749.908936
	Iteration 29Q: 3 clusters Score -436887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -436887.656250 Penalty: 2749.908936
	Iteration 30Q: 3 clusters Score -436887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -436887.500000 Penalty: 2749.908936
	Iteration 31Q: 3 clusters Score -436887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -436888.125000 Penalty: 2749.908936
	Iteration 32Q: 3 clusters Score -436888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -436888.000000 Penalty: 2749.908936
	Iteration 33Q: 3 clusters Score -436888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -436888.625000 Penalty: 2749.908936
	Iteration 34Q: 3 clusters Score -436888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -436890.406250 Penalty: 2749.908936
	Iteration 35Q: 3 clusters Score -436890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -436889.875000 Penalty: 2749.908936
	Iteration 36Q: 3 clusters Score -436889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -436890.718750 Penalty: 2749.908936
	Iteration 37Q: 3 clusters Score -436890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -436891.562500 Penalty: 2749.908936
	Iteration 38Q: 3 clusters Score -436891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -436891.562500 Penalty: 2749.908936
	Iteration 39Q: 3 clusters Score -436891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -436891.906250 Penalty: 2749.908936
	Iteration 40F: 3 clusters Score -436891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -553310.062500 Penalty: 1415.073486
	Iteration 0F: 2 clusters Score -553310.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -548660.187500 Penalty: 2830.146973
	Iteration 0F: 3 clusters Score -548660.2 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -550054.687500 Penalty: 2830.146973
	Iteration 1F: 3 clusters Score -550054.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -550317.437500 Penalty: 2830.146973
	Iteration 2F: 3 clusters Score -550317.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -550540.062500 Penalty: 2830.146973
	Iteration 3F: 3 clusters Score -550540.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -550779.500000 Penalty: 2830.146973
	Iteration 4F: 3 clusters Score -550779.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -550987.187500 Penalty: 2830.146973
	Iteration 5F: 3 clusters Score -550987.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -551180.937500 Penalty: 2830.146973
	Iteration 6Q: 3 clusters Score -551180.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -551359.250000 Penalty: 2830.146973
	Iteration 7Q: 3 clusters Score -551359.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -551510.125000 Penalty: 2830.146973
	Iteration 8Q: 3 clusters Score -551510.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -551636.875000 Penalty: 2830.146973
	Iteration 9Q: 3 clusters Score -551636.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -551725.750000 Penalty: 2830.146973
	Iteration 10Q: 3 clusters Score -551725.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -551811.875000 Penalty: 2830.146973
	Iteration 11Q: 3 clusters Score -551811.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -551861.812500 Penalty: 2830.146973
	Iteration 12Q: 3 clusters Score -551861.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -551902.437500 Penalty: 2830.146973
	Iteration 13Q: 3 clusters Score -551902.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -551938.125000 Penalty: 2830.146973
	Iteration 14Q: 3 clusters Score -551938.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -551964.437500 Penalty: 2830.146973
	Iteration 15Q: 3 clusters Score -551964.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -551991.687500 Penalty: 2830.146973
	Iteration 16Q: 3 clusters Score -551991.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -552011.687500 Penalty: 2830.146973
	Iteration 17Q: 3 clusters Score -552011.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -552028.562500 Penalty: 2830.146973
	Iteration 18Q: 3 clusters Score -552028.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -552042.812500 Penalty: 2830.146973
	Iteration 19Q: 3 clusters Score -552042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -552048.750000 Penalty: 2830.146973
	Iteration 20F: 3 clusters Score -552048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -552055.250000 Penalty: 2830.146973
	Iteration 21Q: 3 clusters Score -552055.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -552057.875000 Penalty: 2830.146973
	Iteration 22Q: 3 clusters Score -552057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -552061.625000 Penalty: 2830.146973
	Iteration 23Q: 3 clusters Score -552061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -552070.375000 Penalty: 2830.146973
	Iteration 24Q: 3 clusters Score -552070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -552079.562500 Penalty: 2830.146973
	Iteration 25Q: 3 clusters Score -552079.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -552087.062500 Penalty: 2830.146973
	Iteration 26Q: 3 clusters Score -552087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -552090.687500 Penalty: 2830.146973
	Iteration 27Q: 3 clusters Score -552090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -552095.312500 Penalty: 2830.146973
	Iteration 28Q: 3 clusters Score -552095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -552100.750000 Penalty: 2830.146973
	Iteration 29Q: 3 clusters Score -552100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -552103.437500 Penalty: 2830.146973
	Iteration 30Q: 3 clusters Score -552103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -552103.437500 Penalty: 2830.146973
	Iteration 31F: 3 clusters Score -552103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -214098.859375 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -214098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -211829.328125 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -211829.3 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -212371.796875 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -212371.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -212484.562500 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -212484.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -212566.718750 Penalty: 2515.716064
	Iteration 3Q: 3 clusters Score -212566.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -212640.546875 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -212640.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -212729.156250 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -212729.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212865.875000 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -212865.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -213002.859375 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -213002.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -213106.437500 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -213106.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -213191.828125 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -213191.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -213262.390625 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -213262.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -213303.718750 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -213303.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213336.484375 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -213336.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -213366.687500 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -213366.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -213396.984375 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -213397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -213416.234375 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -213416.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -213431.000000 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -213431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -213447.625000 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -213447.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -213465.078125 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -213465.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -213483.890625 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -213483.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -213500.953125 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -213501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -213518.578125 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -213518.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -213531.250000 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -213531.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -213538.796875 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -213538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -213546.656250 Penalty: 2515.716064
	Iteration 24Q: 3 clusters Score -213546.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -213551.843750 Penalty: 2515.716064
	Iteration 25Q: 3 clusters Score -213551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -213554.812500 Penalty: 2515.716064
	Iteration 26Q: 3 clusters Score -213554.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -213560.796875 Penalty: 2515.716064
	Iteration 27Q: 3 clusters Score -213560.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -213564.531250 Penalty: 2515.716064
	Iteration 28Q: 3 clusters Score -213564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -213566.781250 Penalty: 2515.716064
	Iteration 29Q: 3 clusters Score -213566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -213570.000000 Penalty: 2515.716064
	Iteration 30Q: 3 clusters Score -213570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -213574.656250 Penalty: 2515.716064
	Iteration 31Q: 3 clusters Score -213574.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -213584.218750 Penalty: 2515.716064
	Iteration 32Q: 3 clusters Score -213584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -213592.984375 Penalty: 2515.716064
	Iteration 33Q: 3 clusters Score -213593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -213614.687500 Penalty: 2515.716064
	Iteration 34Q: 3 clusters Score -213614.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -213640.921875 Penalty: 2515.716064
	Iteration 35Q: 3 clusters Score -213640.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -213675.328125 Penalty: 2515.716064
	Iteration 36Q: 3 clusters Score -213675.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -213700.312500 Penalty: 2515.716064
	Iteration 37Q: 3 clusters Score -213700.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -213726.906250 Penalty: 2515.716064
	Iteration 38Q: 3 clusters Score -213726.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -213769.828125 Penalty: 2515.716064
	Iteration 39Q: 3 clusters Score -213769.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -213808.937500 Penalty: 2515.716064
	Iteration 40F: 3 clusters Score -213808.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213846.796875 Penalty: 2515.716064
	Iteration 41Q: 3 clusters Score -213846.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -213892.562500 Penalty: 2515.716064
	Iteration 42Q: 3 clusters Score -213892.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -213915.859375 Penalty: 2515.716064
	Iteration 43Q: 3 clusters Score -213915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -213929.343750 Penalty: 2515.716064
	Iteration 44Q: 3 clusters Score -213929.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -213937.781250 Penalty: 2515.716064
	Iteration 45Q: 3 clusters Score -213937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -213942.046875 Penalty: 2515.716064
	Iteration 46Q: 3 clusters Score -213942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -213946.937500 Penalty: 2515.716064
	Iteration 47Q: 3 clusters Score -213946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -213948.234375 Penalty: 2515.716064
	Iteration 48Q: 3 clusters Score -213948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -213949.500000 Penalty: 2515.716064
	Iteration 49Q: 3 clusters Score -213949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -213950.000000 Penalty: 2515.716064
	Iteration 50Q: 3 clusters Score -213950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -213952.984375 Penalty: 2515.716064
	Iteration 51Q: 3 clusters Score -213953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -213954.218750 Penalty: 2515.716064
	Iteration 52Q: 3 clusters Score -213954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -213954.437500 Penalty: 2515.716064
	Iteration 53Q: 3 clusters Score -213954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -213954.437500 Penalty: 2515.716064
	Iteration 54F: 3 clusters Score -213954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Entering Unmasked Estep 
Score: -3902346.750000 Penalty: 1724.836060
	Iteration 0F: 2 clusters Score -3902347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3878187.000000 Penalty: 3449.672119
	Iteration 0F: 3 clusters Score -3878187 nChanged 19026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3888821.750000 Penalty: 3449.672119
	Iteration 1F: 3 clusters Score -3888822 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3889394.000000 Penalty: 3449.672119
	Iteration 2Q: 3 clusters Score -3889394 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3890060.000000 Penalty: 3449.672119
	Iteration 3Q: 3 clusters Score -3890060 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3891084.500000 Penalty: 3449.672119
	Iteration 4F: 3 clusters Score -3891084 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3892749.000000 Penalty: 3449.672119
	Iteration 5F: 3 clusters Score -3892749 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3895238.250000 Penalty: 3449.672119
	Iteration 6F: 3 clusters Score -3895238 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3897951.250000 Penalty: 3449.672119
	Iteration 7F: 3 clusters Score -3897951 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3899457.500000 Penalty: 3449.672119
	Iteration 8F: 3 clusters Score -3899458 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3900241.500000 Penalty: 3449.672119
	Iteration 9Q: 3 clusters Score -3900242 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3900595.750000 Penalty: 3449.672119
	Iteration 10Q: 3 clusters Score -3900596 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3900754.250000 Penalty: 3449.672119
	Iteration 11Q: 3 clusters Score -3900754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3900830.000000 Penalty: 3449.672119
	Iteration 12Q: 3 clusters Score -3900830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3900871.000000 Penalty: 3449.672119
	Iteration 13Q: 3 clusters Score -3900871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3900894.250000 Penalty: 3449.672119
	Iteration 14Q: 3 clusters Score -3900894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3900904.500000 Penalty: 3449.672119
	Iteration 15Q: 3 clusters Score -3900904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3900905.000000 Penalty: 3449.672119
	Iteration 16Q: 3 clusters Score -3900905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3900906.000000 Penalty: 3449.672119
	Iteration 17Q: 3 clusters Score -3900906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3900910.500000 Penalty: 3449.672119
	Iteration 18Q: 3 clusters Score -3900910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3900910.500000 Penalty: 3449.672119
	Iteration 19F: 3 clusters Score -3900910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -138774.000000 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -138774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -136983.406250 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -136983.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -137341.640625 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -137341.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -137430.515625 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -137430.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -137487.000000 Penalty: 2387.663086
	Iteration 3Q: 3 clusters Score -137487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -137529.109375 Penalty: 2387.663086
	Iteration 4Q: 3 clusters Score -137529.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137590.906250 Penalty: 2387.663086
	Iteration 5Q: 3 clusters Score -137590.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137684.656250 Penalty: 2387.663086
	Iteration 6Q: 3 clusters Score -137684.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137786.609375 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -137786.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137868.984375 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -137869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -137939.250000 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -137939.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138004.015625 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -138004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138053.953125 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -138054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -138099.109375 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -138099.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -138123.984375 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -138124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -138172.890625 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -138172.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -138243.703125 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -138243.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138309.546875 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -138309.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -138363.734375 Penalty: 2387.663086
	Iteration 17Q: 3 clusters Score -138363.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -138411.484375 Penalty: 2387.663086
	Iteration 18Q: 3 clusters Score -138411.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -138438.515625 Penalty: 2387.663086
	Iteration 19Q: 3 clusters Score -138438.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -138456.718750 Penalty: 2387.663086
	Iteration 20F: 3 clusters Score -138456.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -138465.578125 Penalty: 2387.663086
	Iteration 21Q: 3 clusters Score -138465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -138466.671875 Penalty: 2387.663086
	Iteration 22Q: 3 clusters Score -138466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138467.687500 Penalty: 2387.663086
	Iteration 23Q: 3 clusters Score -138467.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138467.687500 Penalty: 2387.663086
	Iteration 24F: 3 clusters Score -138467.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Entering Unmasked Estep 
Score: -1630325.625000 Penalty: 1577.829590
	Iteration 0F: 2 clusters Score -1630326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1618912.875000 Penalty: 3155.659180
	Iteration 0F: 3 clusters Score -1618913 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1622832.125000 Penalty: 3155.659180
	Iteration 1F: 3 clusters Score -1622832 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1623142.625000 Penalty: 3155.659180
	Iteration 2F: 3 clusters Score -1623143 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1623403.875000 Penalty: 3155.659180
	Iteration 3Q: 3 clusters Score -1623404 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1623712.875000 Penalty: 3155.659180
	Iteration 4Q: 3 clusters Score -1623713 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1624077.625000 Penalty: 3155.659180
	Iteration 5Q: 3 clusters Score -1624078 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1624555.250000 Penalty: 3155.659180
	Iteration 6F: 3 clusters Score -1624555 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1625224.750000 Penalty: 3155.659180
	Iteration 7F: 3 clusters Score -1625225 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1626111.000000 Penalty: 3155.659180
	Iteration 8F: 3 clusters Score -1626111 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1627018.000000 Penalty: 3155.659180
	Iteration 9F: 3 clusters Score -1627018 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1627779.750000 Penalty: 3155.659180
	Iteration 10F: 3 clusters Score -1627780 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1628275.125000 Penalty: 3155.659180
	Iteration 11Q: 3 clusters Score -1628275 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1628585.625000 Penalty: 3155.659180
	Iteration 12Q: 3 clusters Score -1628586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1628745.500000 Penalty: 3155.659180
	Iteration 13Q: 3 clusters Score -1628746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1628811.500000 Penalty: 3155.659180
	Iteration 14Q: 3 clusters Score -1628812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1628851.125000 Penalty: 3155.659180
	Iteration 15Q: 3 clusters Score -1628851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1628870.875000 Penalty: 3155.659180
	Iteration 16Q: 3 clusters Score -1628871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1628881.000000 Penalty: 3155.659180
	Iteration 17Q: 3 clusters Score -1628881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1628899.375000 Penalty: 3155.659180
	Iteration 18Q: 3 clusters Score -1628899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1628907.500000 Penalty: 3155.659180
	Iteration 19Q: 3 clusters Score -1628908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1628917.375000 Penalty: 3155.659180
	Iteration 20F: 3 clusters Score -1628917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1628924.625000 Penalty: 3155.659180
	Iteration 21Q: 3 clusters Score -1628925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1628928.625000 Penalty: 3155.659180
	Iteration 22Q: 3 clusters Score -1628929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1628937.500000 Penalty: 3155.659180
	Iteration 23Q: 3 clusters Score -1628938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1628940.375000 Penalty: 3155.659180
	Iteration 24Q: 3 clusters Score -1628940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1628944.125000 Penalty: 3155.659180
	Iteration 25Q: 3 clusters Score -1628944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1628948.875000 Penalty: 3155.659180
	Iteration 26Q: 3 clusters Score -1628949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1628951.500000 Penalty: 3155.659180
	Iteration 27Q: 3 clusters Score -1628952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1628953.500000 Penalty: 3155.659180
	Iteration 28Q: 3 clusters Score -1628954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1628955.625000 Penalty: 3155.659180
	Iteration 29Q: 3 clusters Score -1628956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1628955.625000 Penalty: 3155.659180
	Iteration 30F: 3 clusters Score -1628956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -171346.718750 Penalty: 1226.896973
	Iteration 0F: 2 clusters Score -171346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -169336.187500 Penalty: 2453.793945
	Iteration 0F: 3 clusters Score -169336.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -169799.781250 Penalty: 2453.793945
	Iteration 1F: 3 clusters Score -169799.8 nChanged 159
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: -169970.578125 Penalty: 2453.793945
	Iteration 2F: 3 clusters Score -169970.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -170175.984375 Penalty: 2453.793945
	Iteration 3F: 3 clusters Score -170176 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -170493.781250 Penalty: 2453.793945
	Iteration 4F: 3 clusters Score -170493.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170911.500000 Penalty: 2453.793945
	Iteration 5F: 3 clusters Score -170911.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -171251.968750 Penalty: 2453.793945
	Iteration 6F: 3 clusters Score -171252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171440.359375 Penalty: 2453.793945
	Iteration 7F: 3 clusters Score -171440.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171506.031250 Penalty: 2453.793945
	Iteration 8Q: 3 clusters Score -171506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -171522.390625 Penalty: 2453.793945
	Iteration 9Q: 3 clusters Score -171522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171532.609375 Penalty: 2453.793945
	Iteration 10Q: 3 clusters Score -171532.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171536.125000 Penalty: 2453.793945
	Iteration 11Q: 3 clusters Score -171536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171537.546875 Penalty: 2453.793945
	Iteration 12Q: 3 clusters Score -171537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171538.734375 Penalty: 2453.793945
	Iteration 13Q: 3 clusters Score -171538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171538.734375 Penalty: 2453.793945
	Iteration 14F: 3 clusters Score -171538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 34823 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23956 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40716 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21305 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30119 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 39964 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31048 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Mstep: Class 46 contains 814 members 
Entering Unmasked Estep 
Score: -49779516.000000 Penalty: 98713.132812
Splitting cluster 19 changes total score from -49779812.000000 to -49779516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Entering Unmasked Estep 
Score: -496711.000000 Penalty: 1410.360596
	Iteration 0F: 2 clusters Score -496711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -492244.593750 Penalty: 2820.721191
	Iteration 0F: 3 clusters Score -492244.6 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -493933.218750 Penalty: 2820.721191
	Iteration 1F: 3 clusters Score -493933.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -494269.656250 Penalty: 2820.721191
	Iteration 2F: 3 clusters Score -494269.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -494561.000000 Penalty: 2820.721191
	Iteration 3F: 3 clusters Score -494561 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -494756.218750 Penalty: 2820.721191
	Iteration 4F: 3 clusters Score -494756.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -494901.687500 Penalty: 2820.721191
	Iteration 5Q: 3 clusters Score -494901.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -495026.750000 Penalty: 2820.721191
	Iteration 6Q: 3 clusters Score -495026.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -495134.375000 Penalty: 2820.721191
	Iteration 7Q: 3 clusters Score -495134.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -495213.062500 Penalty: 2820.721191
	Iteration 8Q: 3 clusters Score -495213.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -495271.312500 Penalty: 2820.721191
	Iteration 9Q: 3 clusters Score -495271.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -495318.875000 Penalty: 2820.721191
	Iteration 10Q: 3 clusters Score -495318.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -495360.343750 Penalty: 2820.721191
	Iteration 11Q: 3 clusters Score -495360.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -495397.468750 Penalty: 2820.721191
	Iteration 12Q: 3 clusters Score -495397.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -495426.687500 Penalty: 2820.721191
	Iteration 13Q: 3 clusters Score -495426.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -495461.218750 Penalty: 2820.721191
	Iteration 14Q: 3 clusters Score -495461.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -495500.500000 Penalty: 2820.721191
	Iteration 15Q: 3 clusters Score -495500.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -495540.750000 Penalty: 2820.721191
	Iteration 16Q: 3 clusters Score -495540.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -495591.375000 Penalty: 2820.721191
	Iteration 17Q: 3 clusters Score -495591.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -495632.250000 Penalty: 2820.721191
	Iteration 18Q: 3 clusters Score -495632.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -495658.312500 Penalty: 2820.721191
	Iteration 19Q: 3 clusters Score -495658.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -495683.750000 Penalty: 2820.721191
	Iteration 20F: 3 clusters Score -495683.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -495707.531250 Penalty: 2820.721191
	Iteration 21Q: 3 clusters Score -495707.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -495722.125000 Penalty: 2820.721191
	Iteration 22Q: 3 clusters Score -495722.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -495741.000000 Penalty: 2820.721191
	Iteration 23Q: 3 clusters Score -495741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -495756.468750 Penalty: 2820.721191
	Iteration 24Q: 3 clusters Score -495756.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -495768.812500 Penalty: 2820.721191
	Iteration 25Q: 3 clusters Score -495768.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -495783.843750 Penalty: 2820.721191
	Iteration 26Q: 3 clusters Score -495783.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -495799.906250 Penalty: 2820.721191
	Iteration 27Q: 3 clusters Score -495799.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -495820.750000 Penalty: 2820.721191
	Iteration 28Q: 3 clusters Score -495820.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -495842.218750 Penalty: 2820.721191
	Iteration 29Q: 3 clusters Score -495842.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -495865.062500 Penalty: 2820.721191
	Iteration 30Q: 3 clusters Score -495865.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -495886.750000 Penalty: 2820.721191
	Iteration 31Q: 3 clusters Score -495886.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -495904.906250 Penalty: 2820.721191
	Iteration 32Q: 3 clusters Score -495904.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -495924.031250 Penalty: 2820.721191
	Iteration 33Q: 3 clusters Score -495924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -495942.718750 Penalty: 2820.721191
	Iteration 34Q: 3 clusters Score -495942.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -495968.250000 Penalty: 2820.721191
	Iteration 35Q: 3 clusters Score -495968.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -495992.468750 Penalty: 2820.721191
	Iteration 36Q: 3 clusters Score -495992.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -496023.718750 Penalty: 2820.721191
	Iteration 37Q: 3 clusters Score -496023.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -496058.937500 Penalty: 2820.721191
	Iteration 38Q: 3 clusters Score -496058.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -496125.687500 Penalty: 2820.721191
	Iteration 39Q: 3 clusters Score -496125.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -496169.031250 Penalty: 2820.721191
	Iteration 40F: 3 clusters Score -496169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -496178.750000 Penalty: 2820.721191
	Iteration 41Q: 3 clusters Score -496178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -496183.687500 Penalty: 2820.721191
	Iteration 42Q: 3 clusters Score -496183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -496184.500000 Penalty: 2820.721191
	Iteration 43Q: 3 clusters Score -496184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -496185.656250 Penalty: 2820.721191
	Iteration 44Q: 3 clusters Score -496185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -496185.843750 Penalty: 2820.721191
	Iteration 45Q: 3 clusters Score -496185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -496187.031250 Penalty: 2820.721191
	Iteration 46Q: 3 clusters Score -496187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -496187.031250 Penalty: 2820.721191
	Iteration 47F: 3 clusters Score -496187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -468680.750000 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -468680.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -464652.125000 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -464652.1 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -465684.468750 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -465684.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -465852.437500 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -465852.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -465981.156250 Penalty: 2770.419434
	Iteration 3F: 3 clusters Score -465981.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -466097.500000 Penalty: 2770.419434
	Iteration 4Q: 3 clusters Score -466097.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -466178.968750 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -466179 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -466242.593750 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -466242.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -466293.500000 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -466293.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -466350.531250 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -466350.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -466410.781250 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -466410.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -466461.031250 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -466461 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -466522.437500 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -466522.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -466573.468750 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -466573.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -466625.593750 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -466625.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -466673.250000 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -466673.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -466730.156250 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -466730.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -466802.343750 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -466802.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -466867.531250 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -466867.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -466930.375000 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -466930.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -467004.125000 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -467004.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -467079.187500 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -467079.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -467162.281250 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -467162.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -467256.531250 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -467256.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -467336.906250 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -467336.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -467403.000000 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -467403 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -467480.656250 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -467480.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -467547.187500 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -467547.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -467591.500000 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -467591.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -467627.375000 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -467627.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -467652.781250 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -467652.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -467681.843750 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -467681.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -467700.562500 Penalty: 2770.419434
	Iteration 31Q: 3 clusters Score -467700.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -467722.562500 Penalty: 2770.419434
	Iteration 32Q: 3 clusters Score -467722.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -467742.843750 Penalty: 2770.419434
	Iteration 33Q: 3 clusters Score -467742.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -467761.468750 Penalty: 2770.419434
	Iteration 34Q: 3 clusters Score -467761.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -467779.531250 Penalty: 2770.419434
	Iteration 35Q: 3 clusters Score -467779.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -467793.812500 Penalty: 2770.419434
	Iteration 36Q: 3 clusters Score -467793.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -467810.343750 Penalty: 2770.419434
	Iteration 37Q: 3 clusters Score -467810.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -467826.781250 Penalty: 2770.419434
	Iteration 38Q: 3 clusters Score -467826.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -467835.625000 Penalty: 2770.419434
	Iteration 39Q: 3 clusters Score -467835.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -467845.250000 Penalty: 2770.419434
	Iteration 40F: 3 clusters Score -467845.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -467854.468750 Penalty: 2770.419434
	Iteration 41Q: 3 clusters Score -467854.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -467863.406250 Penalty: 2770.419434
	Iteration 42Q: 3 clusters Score -467863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -467869.343750 Penalty: 2770.419434
	Iteration 43Q: 3 clusters Score -467869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -467872.000000 Penalty: 2770.419434
	Iteration 44Q: 3 clusters Score -467872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -467875.718750 Penalty: 2770.419434
	Iteration 45Q: 3 clusters Score -467875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -467877.437500 Penalty: 2770.419434
	Iteration 46Q: 3 clusters Score -467877.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -467877.437500 Penalty: 2770.419434
	Iteration 47F: 3 clusters Score -467877.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -438345.500000 Penalty: 1379.896484
	Iteration 0F: 2 clusters Score -438345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -434384.250000 Penalty: 2759.792969
	Iteration 0F: 3 clusters Score -434384.2 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -435568.843750 Penalty: 2759.792969
	Iteration 1F: 3 clusters Score -435568.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -435853.000000 Penalty: 2759.792969
	Iteration 2F: 3 clusters Score -435853 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -436075.250000 Penalty: 2759.792969
	Iteration 3F: 3 clusters Score -436075.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -436274.000000 Penalty: 2759.792969
	Iteration 4F: 3 clusters Score -436274 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -436447.625000 Penalty: 2759.792969
	Iteration 5F: 3 clusters Score -436447.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -436608.000000 Penalty: 2759.792969
	Iteration 6Q: 3 clusters Score -436608 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -436755.437500 Penalty: 2759.792969
	Iteration 7Q: 3 clusters Score -436755.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -436848.937500 Penalty: 2759.792969
	Iteration 8Q: 3 clusters Score -436848.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -436903.375000 Penalty: 2759.792969
	Iteration 9Q: 3 clusters Score -436903.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -436943.718750 Penalty: 2759.792969
	Iteration 10Q: 3 clusters Score -436943.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -436968.250000 Penalty: 2759.792969
	Iteration 11Q: 3 clusters Score -436968.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -436996.312500 Penalty: 2759.792969
	Iteration 12Q: 3 clusters Score -436996.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -437014.906250 Penalty: 2759.792969
	Iteration 13Q: 3 clusters Score -437014.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -437025.062500 Penalty: 2759.792969
	Iteration 14Q: 3 clusters Score -437025.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -437035.625000 Penalty: 2759.792969
	Iteration 15Q: 3 clusters Score -437035.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -437048.187500 Penalty: 2759.792969
	Iteration 16Q: 3 clusters Score -437048.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -437058.312500 Penalty: 2759.792969
	Iteration 17Q: 3 clusters Score -437058.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -437064.375000 Penalty: 2759.792969
	Iteration 18Q: 3 clusters Score -437064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -437069.812500 Penalty: 2759.792969
	Iteration 19Q: 3 clusters Score -437069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -437070.468750 Penalty: 2759.792969
	Iteration 20F: 3 clusters Score -437070.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -437073.000000 Penalty: 2759.792969
	Iteration 21Q: 3 clusters Score -437073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -437075.343750 Penalty: 2759.792969
	Iteration 22Q: 3 clusters Score -437075.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -437080.968750 Penalty: 2759.792969
	Iteration 23Q: 3 clusters Score -437081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -437085.281250 Penalty: 2759.792969
	Iteration 24Q: 3 clusters Score -437085.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -437086.781250 Penalty: 2759.792969
	Iteration 25Q: 3 clusters Score -437086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -437086.718750 Penalty: 2759.792969
	Iteration 26Q: 3 clusters Score -437086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -437086.718750 Penalty: 2759.792969
	Iteration 27F: 3 clusters Score -437086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Entering Unmasked Estep 
Score: -592898.375000 Penalty: 1426.127075
	Iteration 0F: 2 clusters Score -592898.4 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 3206 members 
Entering Unmasked Estep 
Score: -587996.812500 Penalty: 2852.254150
	Iteration 0F: 3 clusters Score -587996.8 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -589447.250000 Penalty: 2852.254150
	Iteration 1F: 3 clusters Score -589447.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -589606.687500 Penalty: 2852.254150
	Iteration 2F: 3 clusters Score -589606.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -589724.437500 Penalty: 2852.254150
	Iteration 3Q: 3 clusters Score -589724.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -589856.875000 Penalty: 2852.254150
	Iteration 4Q: 3 clusters Score -589856.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -590014.437500 Penalty: 2852.254150
	Iteration 5Q: 3 clusters Score -590014.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -590215.750000 Penalty: 2852.254150
	Iteration 6Q: 3 clusters Score -590215.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -590439.875000 Penalty: 2852.254150
	Iteration 7F: 3 clusters Score -590439.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -590658.812500 Penalty: 2852.254150
	Iteration 8Q: 3 clusters Score -590658.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -590821.500000 Penalty: 2852.254150
	Iteration 9Q: 3 clusters Score -590821.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -590961.437500 Penalty: 2852.254150
	Iteration 10Q: 3 clusters Score -590961.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -591088.937500 Penalty: 2852.254150
	Iteration 11Q: 3 clusters Score -591088.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -591189.125000 Penalty: 2852.254150
	Iteration 12Q: 3 clusters Score -591189.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -591282.562500 Penalty: 2852.254150
	Iteration 13Q: 3 clusters Score -591282.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -591357.187500 Penalty: 2852.254150
	Iteration 14Q: 3 clusters Score -591357.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -591427.125000 Penalty: 2852.254150
	Iteration 15Q: 3 clusters Score -591427.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -591487.687500 Penalty: 2852.254150
	Iteration 16Q: 3 clusters Score -591487.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -591528.937500 Penalty: 2852.254150
	Iteration 17Q: 3 clusters Score -591528.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -591566.375000 Penalty: 2852.254150
	Iteration 18Q: 3 clusters Score -591566.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -591613.062500 Penalty: 2852.254150
	Iteration 19Q: 3 clusters Score -591613.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -591652.437500 Penalty: 2852.254150
	Iteration 20F: 3 clusters Score -591652.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -591669.250000 Penalty: 2852.254150
	Iteration 21Q: 3 clusters Score -591669.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -591690.312500 Penalty: 2852.254150
	Iteration 22Q: 3 clusters Score -591690.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -591714.062500 Penalty: 2852.254150
	Iteration 23Q: 3 clusters Score -591714.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -591739.500000 Penalty: 2852.254150
	Iteration 24Q: 3 clusters Score -591739.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -591751.687500 Penalty: 2852.254150
	Iteration 25Q: 3 clusters Score -591751.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -591767.187500 Penalty: 2852.254150
	Iteration 26Q: 3 clusters Score -591767.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -591783.812500 Penalty: 2852.254150
	Iteration 27Q: 3 clusters Score -591783.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -591796.937500 Penalty: 2852.254150
	Iteration 28Q: 3 clusters Score -591796.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -591811.750000 Penalty: 2852.254150
	Iteration 29Q: 3 clusters Score -591811.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -591818.625000 Penalty: 2852.254150
	Iteration 30Q: 3 clusters Score -591818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -591820.625000 Penalty: 2852.254150
	Iteration 31Q: 3 clusters Score -591820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -591821.437500 Penalty: 2852.254150
	Iteration 32Q: 3 clusters Score -591821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -591824.250000 Penalty: 2852.254150
	Iteration 33Q: 3 clusters Score -591824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -591825.937500 Penalty: 2852.254150
	Iteration 34Q: 3 clusters Score -591825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -591826.250000 Penalty: 2852.254150
	Iteration 35Q: 3 clusters Score -591826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -591827.000000 Penalty: 2852.254150
	Iteration 36Q: 3 clusters Score -591827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -591826.750000 Penalty: 2852.254150
	Iteration 37Q: 3 clusters Score -591826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -591826.750000 Penalty: 2852.254150
	Iteration 38F: 3 clusters Score -591826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Entering Unmasked Estep 
Score: -1221770.875000 Penalty: 1534.197266
	Iteration 0F: 2 clusters Score -1221771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1212977.375000 Penalty: 3068.394531
	Iteration 0F: 3 clusters Score -1212977 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1215937.750000 Penalty: 3068.394531
	Iteration 1F: 3 clusters Score -1215938 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1216274.500000 Penalty: 3068.394531
	Iteration 2F: 3 clusters Score -1216274 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1216573.500000 Penalty: 3068.394531
	Iteration 3F: 3 clusters Score -1216574 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1216889.875000 Penalty: 3068.394531
	Iteration 4F: 3 clusters Score -1216890 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1217270.250000 Penalty: 3068.394531
	Iteration 5F: 3 clusters Score -1217270 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1217719.750000 Penalty: 3068.394531
	Iteration 6F: 3 clusters Score -1217720 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1218249.000000 Penalty: 3068.394531
	Iteration 7F: 3 clusters Score -1218249 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1218784.875000 Penalty: 3068.394531
	Iteration 8F: 3 clusters Score -1218785 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1219240.125000 Penalty: 3068.394531
	Iteration 9Q: 3 clusters Score -1219240 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1219638.875000 Penalty: 3068.394531
	Iteration 10Q: 3 clusters Score -1219639 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1219905.250000 Penalty: 3068.394531
	Iteration 11Q: 3 clusters Score -1219905 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1220094.875000 Penalty: 3068.394531
	Iteration 12Q: 3 clusters Score -1220095 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1220245.375000 Penalty: 3068.394531
	Iteration 13Q: 3 clusters Score -1220245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1220327.750000 Penalty: 3068.394531
	Iteration 14Q: 3 clusters Score -1220328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1220372.000000 Penalty: 3068.394531
	Iteration 15Q: 3 clusters Score -1220372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1220389.375000 Penalty: 3068.394531
	Iteration 16Q: 3 clusters Score -1220389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1220406.500000 Penalty: 3068.394531
	Iteration 17Q: 3 clusters Score -1220406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1220413.625000 Penalty: 3068.394531
	Iteration 18Q: 3 clusters Score -1220414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1220420.375000 Penalty: 3068.394531
	Iteration 19Q: 3 clusters Score -1220420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1220421.250000 Penalty: 3068.394531
	Iteration 20F: 3 clusters Score -1220421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1220423.250000 Penalty: 3068.394531
	Iteration 21Q: 3 clusters Score -1220423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1220425.375000 Penalty: 3068.394531
	Iteration 22Q: 3 clusters Score -1220425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1220432.500000 Penalty: 3068.394531
	Iteration 23Q: 3 clusters Score -1220432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1220438.500000 Penalty: 3068.394531
	Iteration 24Q: 3 clusters Score -1220438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1220440.000000 Penalty: 3068.394531
	Iteration 25Q: 3 clusters Score -1220440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1220441.875000 Penalty: 3068.394531
	Iteration 26Q: 3 clusters Score -1220442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1220443.500000 Penalty: 3068.394531
	Iteration 27Q: 3 clusters Score -1220444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1220443.000000 Penalty: 3068.394531
	Iteration 28Q: 3 clusters Score -1220443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1220449.250000 Penalty: 3068.394531
	Iteration 29Q: 3 clusters Score -1220449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1220450.375000 Penalty: 3068.394531
	Iteration 30Q: 3 clusters Score -1220450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1220448.625000 Penalty: 3068.394531
	Iteration 31Q: 3 clusters Score -1220449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1220448.625000 Penalty: 3068.394531
	Iteration 32F: 3 clusters Score -1220449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -110742.867188 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -110742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -109116.171875 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -109116.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -109443.640625 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -109443.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109539.031250 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -109539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -109579.398438 Penalty: 2324.996094
	Iteration 3Q: 3 clusters Score -109579.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -109602.765625 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -109602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -109615.242188 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -109615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -109621.046875 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -109621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -109626.078125 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -109626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -109627.914062 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -109627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -109628.570312 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -109628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -109628.695312 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -109628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -109628.695312 Penalty: 2324.996094
	Iteration 11F: 3 clusters Score -109628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Entering Unmasked Estep 
Score: -3676399.500000 Penalty: 1716.642944
	Iteration 0F: 2 clusters Score -3676400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3652090.250000 Penalty: 3433.285889
	Iteration 0F: 3 clusters Score -3652090 nChanged 17956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3662200.250000 Penalty: 3433.285889
	Iteration 1F: 3 clusters Score -3662200 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3662830.750000 Penalty: 3433.285889
	Iteration 2Q: 3 clusters Score -3662831 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3663669.250000 Penalty: 3433.285889
	Iteration 3F: 3 clusters Score -3663669 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3664939.000000 Penalty: 3433.285889
	Iteration 4F: 3 clusters Score -3664939 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3666674.000000 Penalty: 3433.285889
	Iteration 5F: 3 clusters Score -3666674 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3668720.000000 Penalty: 3433.285889
	Iteration 6F: 3 clusters Score -3668720 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3670780.000000 Penalty: 3433.285889
	Iteration 7F: 3 clusters Score -3670780 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3672509.750000 Penalty: 3433.285889
	Iteration 8F: 3 clusters Score -3672510 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -3673556.250000 Penalty: 3433.285889
	Iteration 9Q: 3 clusters Score -3673556 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -3674200.250000 Penalty: 3433.285889
	Iteration 10Q: 3 clusters Score -3674200 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -3674517.250000 Penalty: 3433.285889
	Iteration 11Q: 3 clusters Score -3674517 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -3674714.250000 Penalty: 3433.285889
	Iteration 12Q: 3 clusters Score -3674714 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -3674854.500000 Penalty: 3433.285889
	Iteration 13Q: 3 clusters Score -3674854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -3674913.500000 Penalty: 3433.285889
	Iteration 14Q: 3 clusters Score -3674914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -3674966.250000 Penalty: 3433.285889
	Iteration 15Q: 3 clusters Score -3674966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -3675006.500000 Penalty: 3433.285889
	Iteration 16Q: 3 clusters Score -3675006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -3675017.250000 Penalty: 3433.285889
	Iteration 17Q: 3 clusters Score -3675017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -3675027.000000 Penalty: 3433.285889
	Iteration 18Q: 3 clusters Score -3675027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -3675039.250000 Penalty: 3433.285889
	Iteration 19Q: 3 clusters Score -3675039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -3675050.750000 Penalty: 3433.285889
	Iteration 20F: 3 clusters Score -3675051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -3675058.250000 Penalty: 3433.285889
	Iteration 21Q: 3 clusters Score -3675058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -3675068.000000 Penalty: 3433.285889
	Iteration 22Q: 3 clusters Score -3675068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -3675073.750000 Penalty: 3433.285889
	Iteration 23Q: 3 clusters Score -3675074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -3675078.500000 Penalty: 3433.285889
	Iteration 24Q: 3 clusters Score -3675078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -3675079.750000 Penalty: 3433.285889
	Iteration 25Q: 3 clusters Score -3675080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -3675086.750000 Penalty: 3433.285889
	Iteration 26Q: 3 clusters Score -3675087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -3675086.750000 Penalty: 3433.285889
	Iteration 27Q: 3 clusters Score -3675087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -3675086.000000 Penalty: 3433.285889
	Iteration 28Q: 3 clusters Score -3675086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -3675087.750000 Penalty: 3433.285889
	Iteration 29Q: 3 clusters Score -3675088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -3675091.500000 Penalty: 3433.285889
	Iteration 30Q: 3 clusters Score -3675092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -3675091.750000 Penalty: 3433.285889
	Iteration 31Q: 3 clusters Score -3675092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -3675091.750000 Penalty: 3433.285889
	Iteration 32F: 3 clusters Score -3675092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -329315.812500 Penalty: 1333.170410
	Iteration 0F: 2 clusters Score -329315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -326190.937500 Penalty: 2666.340820
	Iteration 0F: 3 clusters Score -326190.9 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -327044.781250 Penalty: 2666.340820
	Iteration 1F: 3 clusters Score -327044.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -327206.468750 Penalty: 2666.340820
	Iteration 2F: 3 clusters Score -327206.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -327309.281250 Penalty: 2666.340820
	Iteration 3F: 3 clusters Score -327309.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -327396.187500 Penalty: 2666.340820
	Iteration 4Q: 3 clusters Score -327396.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -327472.343750 Penalty: 2666.340820
	Iteration 5Q: 3 clusters Score -327472.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -327526.312500 Penalty: 2666.340820
	Iteration 6Q: 3 clusters Score -327526.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -327561.687500 Penalty: 2666.340820
	Iteration 7Q: 3 clusters Score -327561.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -327595.437500 Penalty: 2666.340820
	Iteration 8Q: 3 clusters Score -327595.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -327623.718750 Penalty: 2666.340820
	Iteration 9Q: 3 clusters Score -327623.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -327652.187500 Penalty: 2666.340820
	Iteration 10Q: 3 clusters Score -327652.2 nChanged 69
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: -327685.531250 Penalty: 2666.340820
	Iteration 11Q: 3 clusters Score -327685.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -327716.968750 Penalty: 2666.340820
	Iteration 12Q: 3 clusters Score -327717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -327746.625000 Penalty: 2666.340820
	Iteration 13Q: 3 clusters Score -327746.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -327776.250000 Penalty: 2666.340820
	Iteration 14Q: 3 clusters Score -327776.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -327794.812500 Penalty: 2666.340820
	Iteration 15Q: 3 clusters Score -327794.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -327807.406250 Penalty: 2666.340820
	Iteration 16Q: 3 clusters Score -327807.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -327818.843750 Penalty: 2666.340820
	Iteration 17Q: 3 clusters Score -327818.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -327828.125000 Penalty: 2666.340820
	Iteration 18Q: 3 clusters Score -327828.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -327838.031250 Penalty: 2666.340820
	Iteration 19Q: 3 clusters Score -327838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -327851.437500 Penalty: 2666.340820
	Iteration 20F: 3 clusters Score -327851.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -327862.906250 Penalty: 2666.340820
	Iteration 21Q: 3 clusters Score -327862.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -327881.531250 Penalty: 2666.340820
	Iteration 22Q: 3 clusters Score -327881.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -327899.656250 Penalty: 2666.340820
	Iteration 23Q: 3 clusters Score -327899.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -327917.093750 Penalty: 2666.340820
	Iteration 24Q: 3 clusters Score -327917.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -327935.406250 Penalty: 2666.340820
	Iteration 25Q: 3 clusters Score -327935.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -327953.031250 Penalty: 2666.340820
	Iteration 26Q: 3 clusters Score -327953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -327973.156250 Penalty: 2666.340820
	Iteration 27Q: 3 clusters Score -327973.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -327991.062500 Penalty: 2666.340820
	Iteration 28Q: 3 clusters Score -327991.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -328000.093750 Penalty: 2666.340820
	Iteration 29Q: 3 clusters Score -328000.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -328007.500000 Penalty: 2666.340820
	Iteration 30Q: 3 clusters Score -328007.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -328012.406250 Penalty: 2666.340820
	Iteration 31Q: 3 clusters Score -328012.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -328018.156250 Penalty: 2666.340820
	Iteration 32Q: 3 clusters Score -328018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -328024.250000 Penalty: 2666.340820
	Iteration 33Q: 3 clusters Score -328024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -328029.468750 Penalty: 2666.340820
	Iteration 34Q: 3 clusters Score -328029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -328034.281250 Penalty: 2666.340820
	Iteration 35Q: 3 clusters Score -328034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -328036.312500 Penalty: 2666.340820
	Iteration 36Q: 3 clusters Score -328036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -328037.187500 Penalty: 2666.340820
	Iteration 37Q: 3 clusters Score -328037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -328040.406250 Penalty: 2666.340820
	Iteration 38Q: 3 clusters Score -328040.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -328042.562500 Penalty: 2666.340820
	Iteration 39Q: 3 clusters Score -328042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -328047.406250 Penalty: 2666.340820
	Iteration 40F: 3 clusters Score -328047.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -328052.656250 Penalty: 2666.340820
	Iteration 41Q: 3 clusters Score -328052.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -328056.750000 Penalty: 2666.340820
	Iteration 42Q: 3 clusters Score -328056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -328064.750000 Penalty: 2666.340820
	Iteration 43Q: 3 clusters Score -328064.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -328071.968750 Penalty: 2666.340820
	Iteration 44Q: 3 clusters Score -328072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -328086.437500 Penalty: 2666.340820
	Iteration 45Q: 3 clusters Score -328086.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -328107.875000 Penalty: 2666.340820
	Iteration 46Q: 3 clusters Score -328107.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -328140.656250 Penalty: 2666.340820
	Iteration 47Q: 3 clusters Score -328140.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -328189.625000 Penalty: 2666.340820
	Iteration 48Q: 3 clusters Score -328189.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -328242.156250 Penalty: 2666.340820
	Iteration 49Q: 3 clusters Score -328242.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -328283.875000 Penalty: 2666.340820
	Iteration 50Q: 3 clusters Score -328283.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -328326.406250 Penalty: 2666.340820
	Iteration 51Q: 3 clusters Score -328326.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -328369.937500 Penalty: 2666.340820
	Iteration 52Q: 3 clusters Score -328369.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -328409.750000 Penalty: 2666.340820
	Iteration 53Q: 3 clusters Score -328409.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -328438.906250 Penalty: 2666.340820
	Iteration 54Q: 3 clusters Score -328438.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -328452.062500 Penalty: 2666.340820
	Iteration 55Q: 3 clusters Score -328452.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -328461.187500 Penalty: 2666.340820
	Iteration 56Q: 3 clusters Score -328461.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -328473.500000 Penalty: 2666.340820
	Iteration 57Q: 3 clusters Score -328473.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -328487.343750 Penalty: 2666.340820
	Iteration 58Q: 3 clusters Score -328487.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -328501.937500 Penalty: 2666.340820
	Iteration 59Q: 3 clusters Score -328501.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -328522.875000 Penalty: 2666.340820
	Iteration 60F: 3 clusters Score -328522.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -328536.781250 Penalty: 2666.340820
	Iteration 61Q: 3 clusters Score -328536.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -328552.906250 Penalty: 2666.340820
	Iteration 62Q: 3 clusters Score -328552.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -328570.312500 Penalty: 2666.340820
	Iteration 63Q: 3 clusters Score -328570.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -328589.062500 Penalty: 2666.340820
	Iteration 64Q: 3 clusters Score -328589.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -328605.843750 Penalty: 2666.340820
	Iteration 65Q: 3 clusters Score -328605.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -328620.187500 Penalty: 2666.340820
	Iteration 66Q: 3 clusters Score -328620.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -328633.718750 Penalty: 2666.340820
	Iteration 67Q: 3 clusters Score -328633.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -328643.906250 Penalty: 2666.340820
	Iteration 68Q: 3 clusters Score -328643.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -328661.562500 Penalty: 2666.340820
	Iteration 69Q: 3 clusters Score -328661.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -328673.500000 Penalty: 2666.340820
	Iteration 70Q: 3 clusters Score -328673.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -328686.812500 Penalty: 2666.340820
	Iteration 71Q: 3 clusters Score -328686.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -328694.250000 Penalty: 2666.340820
	Iteration 72Q: 3 clusters Score -328694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -328701.375000 Penalty: 2666.340820
	Iteration 73Q: 3 clusters Score -328701.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -328704.656250 Penalty: 2666.340820
	Iteration 74Q: 3 clusters Score -328704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -328705.656250 Penalty: 2666.340820
	Iteration 75Q: 3 clusters Score -328705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -328707.093750 Penalty: 2666.340820
	Iteration 76Q: 3 clusters Score -328707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -328707.062500 Penalty: 2666.340820
	Iteration 77Q: 3 clusters Score -328707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -328706.906250 Penalty: 2666.340820
	Iteration 78Q: 3 clusters Score -328706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -328706.906250 Penalty: 2666.340820
	Iteration 79F: 3 clusters Score -328706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -175941.250000 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -175941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173903.140625 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -173903.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -174342.531250 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -174342.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -174452.578125 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -174452.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -174551.921875 Penalty: 2456.856689
	Iteration 3Q: 3 clusters Score -174551.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -174689.062500 Penalty: 2456.856689
	Iteration 4F: 3 clusters Score -174689.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -174842.562500 Penalty: 2456.856689
	Iteration 5F: 3 clusters Score -174842.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -174990.265625 Penalty: 2456.856689
	Iteration 6F: 3 clusters Score -174990.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -175115.421875 Penalty: 2456.856689
	Iteration 7F: 3 clusters Score -175115.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -175237.937500 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -175237.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175368.953125 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -175369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -175443.484375 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -175443.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175497.640625 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -175497.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175543.109375 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -175543.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -175561.890625 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -175561.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -175572.828125 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -175572.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -175579.484375 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -175579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -175584.500000 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -175584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -175586.984375 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -175587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -175588.562500 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -175588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -175589.859375 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -175589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175591.312500 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -175591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175593.125000 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -175593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -175593.781250 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -175593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175594.828125 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -175594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175594.828125 Penalty: 2456.856689
	Iteration 24F: 3 clusters Score -175594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -462821.593750 Penalty: 1383.588257
	Iteration 0F: 2 clusters Score -462821.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -458831.625000 Penalty: 2767.176514
	Iteration 0F: 3 clusters Score -458831.6 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -460179.312500 Penalty: 2767.176514
	Iteration 1F: 3 clusters Score -460179.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -460693.343750 Penalty: 2767.176514
	Iteration 2F: 3 clusters Score -460693.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -461233.718750 Penalty: 2767.176514
	Iteration 3F: 3 clusters Score -461233.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -461780.718750 Penalty: 2767.176514
	Iteration 4F: 3 clusters Score -461780.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -462225.718750 Penalty: 2767.176514
	Iteration 5F: 3 clusters Score -462225.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -462547.531250 Penalty: 2767.176514
	Iteration 6F: 3 clusters Score -462547.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -462726.875000 Penalty: 2767.176514
	Iteration 7Q: 3 clusters Score -462726.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -462795.281250 Penalty: 2767.176514
	Iteration 8Q: 3 clusters Score -462795.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -462827.906250 Penalty: 2767.176514
	Iteration 9Q: 3 clusters Score -462827.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -462847.062500 Penalty: 2767.176514
	Iteration 10Q: 3 clusters Score -462847.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -462859.093750 Penalty: 2767.176514
	Iteration 11Q: 3 clusters Score -462859.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -462863.156250 Penalty: 2767.176514
	Iteration 12Q: 3 clusters Score -462863.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -462865.250000 Penalty: 2767.176514
	Iteration 13Q: 3 clusters Score -462865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -462866.687500 Penalty: 2767.176514
	Iteration 14Q: 3 clusters Score -462866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -462867.281250 Penalty: 2767.176514
	Iteration 15Q: 3 clusters Score -462867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -462868.156250 Penalty: 2767.176514
	Iteration 16Q: 3 clusters Score -462868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -462869.906250 Penalty: 2767.176514
	Iteration 17Q: 3 clusters Score -462869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -462870.750000 Penalty: 2767.176514
	Iteration 18Q: 3 clusters Score -462870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -462871.968750 Penalty: 2767.176514
	Iteration 19Q: 3 clusters Score -462872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -462871.875000 Penalty: 2767.176514
	Iteration 20F: 3 clusters Score -462871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 34823 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23956 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40716 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21305 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30119 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 39964 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31048 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Mstep: Class 46 contains 2387 members 
Entering Unmasked Estep 
Score: -49779552.000000 Penalty: 98713.132812
Splitting cluster 29 changes total score from -49779812.000000 to -49779552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -107536.257812 Penalty: 1159.936890
	Iteration 0F: 2 clusters Score -107536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -105954.984375 Penalty: 2319.873779
	Iteration 0F: 3 clusters Score -105955 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -106235.000000 Penalty: 2319.873779
	Iteration 1F: 3 clusters Score -106235 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -106351.804688 Penalty: 2319.873779
	Iteration 2F: 3 clusters Score -106351.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -106458.421875 Penalty: 2319.873779
	Iteration 3F: 3 clusters Score -106458.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -106529.695312 Penalty: 2319.873779
	Iteration 4Q: 3 clusters Score -106529.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -106573.671875 Penalty: 2319.873779
	Iteration 5Q: 3 clusters Score -106573.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -106607.734375 Penalty: 2319.873779
	Iteration 6Q: 3 clusters Score -106607.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -106652.062500 Penalty: 2319.873779
	Iteration 7Q: 3 clusters Score -106652.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -106688.828125 Penalty: 2319.873779
	Iteration 8Q: 3 clusters Score -106688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -106704.515625 Penalty: 2319.873779
	Iteration 9Q: 3 clusters Score -106704.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -106720.070312 Penalty: 2319.873779
	Iteration 10Q: 3 clusters Score -106720.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -106732.179688 Penalty: 2319.873779
	Iteration 11Q: 3 clusters Score -106732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -106745.570312 Penalty: 2319.873779
	Iteration 12Q: 3 clusters Score -106745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -106764.453125 Penalty: 2319.873779
	Iteration 13Q: 3 clusters Score -106764.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -106780.046875 Penalty: 2319.873779
	Iteration 14Q: 3 clusters Score -106780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -106790.062500 Penalty: 2319.873779
	Iteration 15Q: 3 clusters Score -106790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -106798.187500 Penalty: 2319.873779
	Iteration 16Q: 3 clusters Score -106798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -106806.929688 Penalty: 2319.873779
	Iteration 17Q: 3 clusters Score -106806.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -106824.828125 Penalty: 2319.873779
	Iteration 18Q: 3 clusters Score -106824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -106847.960938 Penalty: 2319.873779
	Iteration 19Q: 3 clusters Score -106848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -106865.195312 Penalty: 2319.873779
	Iteration 20F: 3 clusters Score -106865.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -106880.765625 Penalty: 2319.873779
	Iteration 21Q: 3 clusters Score -106880.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -106906.281250 Penalty: 2319.873779
	Iteration 22Q: 3 clusters Score -106906.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -106934.781250 Penalty: 2319.873779
	Iteration 23Q: 3 clusters Score -106934.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -106965.234375 Penalty: 2319.873779
	Iteration 24Q: 3 clusters Score -106965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -106999.109375 Penalty: 2319.873779
	Iteration 25Q: 3 clusters Score -106999.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -107026.195312 Penalty: 2319.873779
	Iteration 26Q: 3 clusters Score -107026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -107046.460938 Penalty: 2319.873779
	Iteration 27Q: 3 clusters Score -107046.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -107070.617188 Penalty: 2319.873779
	Iteration 28Q: 3 clusters Score -107070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -107086.632812 Penalty: 2319.873779
	Iteration 29Q: 3 clusters Score -107086.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -107104.148438 Penalty: 2319.873779
	Iteration 30Q: 3 clusters Score -107104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -107113.953125 Penalty: 2319.873779
	Iteration 31Q: 3 clusters Score -107114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -107122.398438 Penalty: 2319.873779
	Iteration 32Q: 3 clusters Score -107122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -107126.539062 Penalty: 2319.873779
	Iteration 33Q: 3 clusters Score -107126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -107132.531250 Penalty: 2319.873779
	Iteration 34Q: 3 clusters Score -107132.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -107139.789062 Penalty: 2319.873779
	Iteration 35Q: 3 clusters Score -107139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -107145.281250 Penalty: 2319.873779
	Iteration 36Q: 3 clusters Score -107145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -107149.242188 Penalty: 2319.873779
	Iteration 37Q: 3 clusters Score -107149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -107154.281250 Penalty: 2319.873779
	Iteration 38Q: 3 clusters Score -107154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -107161.640625 Penalty: 2319.873779
	Iteration 39Q: 3 clusters Score -107161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -107172.062500 Penalty: 2319.873779
	Iteration 40F: 3 clusters Score -107172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -107176.921875 Penalty: 2319.873779
	Iteration 41Q: 3 clusters Score -107176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -107180.445312 Penalty: 2319.873779
	Iteration 42Q: 3 clusters Score -107180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -107186.429688 Penalty: 2319.873779
	Iteration 43Q: 3 clusters Score -107186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107198.242188 Penalty: 2319.873779
	Iteration 44Q: 3 clusters Score -107198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -107211.382812 Penalty: 2319.873779
	Iteration 45Q: 3 clusters Score -107211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -107213.992188 Penalty: 2319.873779
	Iteration 46Q: 3 clusters Score -107214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -107216.031250 Penalty: 2319.873779
	Iteration 47Q: 3 clusters Score -107216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107216.796875 Penalty: 2319.873779
	Iteration 48Q: 3 clusters Score -107216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107216.796875 Penalty: 2319.873779
	Iteration 49F: 3 clusters Score -107216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -133134.234375 Penalty: 1193.726685
	Iteration 0F: 2 clusters Score -133134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131305.984375 Penalty: 2387.453369
	Iteration 0F: 3 clusters Score -131306 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131750.875000 Penalty: 2387.453369
	Iteration 1F: 3 clusters Score -131750.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -131880.125000 Penalty: 2387.453369
	Iteration 2F: 3 clusters Score -131880.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -131946.171875 Penalty: 2387.453369
	Iteration 3Q: 3 clusters Score -131946.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131988.828125 Penalty: 2387.453369
	Iteration 4Q: 3 clusters Score -131988.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -132020.125000 Penalty: 2387.453369
	Iteration 5Q: 3 clusters Score -132020.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -132064.375000 Penalty: 2387.453369
	Iteration 6Q: 3 clusters Score -132064.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -132117.750000 Penalty: 2387.453369
	Iteration 7Q: 3 clusters Score -132117.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -132178.531250 Penalty: 2387.453369
	Iteration 8Q: 3 clusters Score -132178.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132234.187500 Penalty: 2387.453369
	Iteration 9Q: 3 clusters Score -132234.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132270.046875 Penalty: 2387.453369
	Iteration 10Q: 3 clusters Score -132270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132309.468750 Penalty: 2387.453369
	Iteration 11Q: 3 clusters Score -132309.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132361.093750 Penalty: 2387.453369
	Iteration 12Q: 3 clusters Score -132361.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132418.796875 Penalty: 2387.453369
	Iteration 13Q: 3 clusters Score -132418.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -132469.859375 Penalty: 2387.453369
	Iteration 14Q: 3 clusters Score -132469.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -132499.578125 Penalty: 2387.453369
	Iteration 15Q: 3 clusters Score -132499.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -132514.968750 Penalty: 2387.453369
	Iteration 16Q: 3 clusters Score -132515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -132524.328125 Penalty: 2387.453369
	Iteration 17Q: 3 clusters Score -132524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -132533.968750 Penalty: 2387.453369
	Iteration 18Q: 3 clusters Score -132534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -132537.312500 Penalty: 2387.453369
	Iteration 19Q: 3 clusters Score -132537.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -132541.156250 Penalty: 2387.453369
	Iteration 20F: 3 clusters Score -132541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -132544.625000 Penalty: 2387.453369
	Iteration 21Q: 3 clusters Score -132544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -132547.171875 Penalty: 2387.453369
	Iteration 22Q: 3 clusters Score -132547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -132551.468750 Penalty: 2387.453369
	Iteration 23Q: 3 clusters Score -132551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -132556.437500 Penalty: 2387.453369
	Iteration 24Q: 3 clusters Score -132556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -132560.218750 Penalty: 2387.453369
	Iteration 25Q: 3 clusters Score -132560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -132562.625000 Penalty: 2387.453369
	Iteration 26Q: 3 clusters Score -132562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -132565.062500 Penalty: 2387.453369
	Iteration 27Q: 3 clusters Score -132565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -132565.328125 Penalty: 2387.453369
	Iteration 28Q: 3 clusters Score -132565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -132565.328125 Penalty: 2387.453369
	Iteration 29F: 3 clusters Score -132565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -129174.718750 Penalty: 1201.605103
	Iteration 0F: 2 clusters Score -129174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -127350.375000 Penalty: 2403.210205
	Iteration 0F: 3 clusters Score -127350.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -127779.765625 Penalty: 2403.210205
	Iteration 1F: 3 clusters Score -127779.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -127928.515625 Penalty: 2403.210205
	Iteration 2F: 3 clusters Score -127928.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128027.460938 Penalty: 2403.210205
	Iteration 3F: 3 clusters Score -128027.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -128098.914062 Penalty: 2403.210205
	Iteration 4Q: 3 clusters Score -128098.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -128178.367188 Penalty: 2403.210205
	Iteration 5Q: 3 clusters Score -128178.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128230.484375 Penalty: 2403.210205
	Iteration 6Q: 3 clusters Score -128230.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -128273.976562 Penalty: 2403.210205
	Iteration 7Q: 3 clusters Score -128274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -128319.109375 Penalty: 2403.210205
	Iteration 8Q: 3 clusters Score -128319.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -128351.093750 Penalty: 2403.210205
	Iteration 9Q: 3 clusters Score -128351.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128370.093750 Penalty: 2403.210205
	Iteration 10Q: 3 clusters Score -128370.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -128380.187500 Penalty: 2403.210205
	Iteration 11Q: 3 clusters Score -128380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -128389.328125 Penalty: 2403.210205
	Iteration 12Q: 3 clusters Score -128389.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128398.062500 Penalty: 2403.210205
	Iteration 13Q: 3 clusters Score -128398.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -128407.218750 Penalty: 2403.210205
	Iteration 14Q: 3 clusters Score -128407.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -128422.656250 Penalty: 2403.210205
	Iteration 15Q: 3 clusters Score -128422.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -128445.523438 Penalty: 2403.210205
	Iteration 16Q: 3 clusters Score -128445.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -128456.492188 Penalty: 2403.210205
	Iteration 17Q: 3 clusters Score -128456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -128463.804688 Penalty: 2403.210205
	Iteration 18Q: 3 clusters Score -128463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -128470.984375 Penalty: 2403.210205
	Iteration 19Q: 3 clusters Score -128471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -128473.734375 Penalty: 2403.210205
	Iteration 20F: 3 clusters Score -128473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -128475.226562 Penalty: 2403.210205
	Iteration 21Q: 3 clusters Score -128475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -128475.695312 Penalty: 2403.210205
	Iteration 22Q: 3 clusters Score -128475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -128475.945312 Penalty: 2403.210205
	Iteration 23Q: 3 clusters Score -128475.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -128475.945312 Penalty: 2403.210205
	Iteration 24F: 3 clusters Score -128475.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Entering Unmasked Estep 
Score: -2090766.500000 Penalty: 1619.588257
	Iteration 0F: 2 clusters Score -2090766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2076513.125000 Penalty: 3239.176514
	Iteration 0F: 3 clusters Score -2076513 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2081694.625000 Penalty: 3239.176514
	Iteration 1F: 3 clusters Score -2081695 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2082113.750000 Penalty: 3239.176514
	Iteration 2F: 3 clusters Score -2082114 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2082654.000000 Penalty: 3239.176514
	Iteration 3F: 3 clusters Score -2082654 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2083341.375000 Penalty: 3239.176514
	Iteration 4F: 3 clusters Score -2083341 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2084228.500000 Penalty: 3239.176514
	Iteration 5F: 3 clusters Score -2084228 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2085266.625000 Penalty: 3239.176514
	Iteration 6F: 3 clusters Score -2085267 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2086300.625000 Penalty: 3239.176514
	Iteration 7F: 3 clusters Score -2086301 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2087308.000000 Penalty: 3239.176514
	Iteration 8F: 3 clusters Score -2087308 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2088034.000000 Penalty: 3239.176514
	Iteration 9Q: 3 clusters Score -2088034 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2088399.750000 Penalty: 3239.176514
	Iteration 10Q: 3 clusters Score -2088400 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2088562.625000 Penalty: 3239.176514
	Iteration 11Q: 3 clusters Score -2088563 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2088622.500000 Penalty: 3239.176514
	Iteration 12Q: 3 clusters Score -2088622 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2088657.875000 Penalty: 3239.176514
	Iteration 13Q: 3 clusters Score -2088658 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2088669.750000 Penalty: 3239.176514
	Iteration 14Q: 3 clusters Score -2088670 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2088692.750000 Penalty: 3239.176514
	Iteration 15Q: 3 clusters Score -2088693 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2088713.000000 Penalty: 3239.176514
	Iteration 16Q: 3 clusters Score -2088713 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2088700.125000 Penalty: 3239.176514
	Iteration 17Q: 3 clusters Score -2088700 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2088666.375000 Penalty: 3239.176514
	Iteration 18Q: 3 clusters Score -2088666 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2088652.875000 Penalty: 3239.176514
	Iteration 19Q: 3 clusters Score -2088653 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2088651.000000 Penalty: 3239.176514
	Iteration 20F: 3 clusters Score -2088651 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2088633.125000 Penalty: 3239.176514
	Iteration 21Q: 3 clusters Score -2088633 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2088618.375000 Penalty: 3239.176514
	Iteration 22Q: 3 clusters Score -2088618 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2088607.375000 Penalty: 3239.176514
	Iteration 23Q: 3 clusters Score -2088607 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2088599.375000 Penalty: 3239.176514
	Iteration 24Q: 3 clusters Score -2088599 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2088591.250000 Penalty: 3239.176514
	Iteration 25Q: 3 clusters Score -2088591 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2088589.500000 Penalty: 3239.176514
	Iteration 26Q: 3 clusters Score -2088590 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2088567.625000 Penalty: 3239.176514
	Iteration 27Q: 3 clusters Score -2088568 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2088565.250000 Penalty: 3239.176514
	Iteration 28Q: 3 clusters Score -2088565 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2088529.375000 Penalty: 3239.176514
	Iteration 29Q: 3 clusters Score -2088529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2088510.750000 Penalty: 3239.176514
	Iteration 30Q: 3 clusters Score -2088511 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2088497.000000 Penalty: 3239.176514
	Iteration 31Q: 3 clusters Score -2088497 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2088481.875000 Penalty: 3239.176514
	Iteration 32Q: 3 clusters Score -2088482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2088460.000000 Penalty: 3239.176514
	Iteration 33Q: 3 clusters Score -2088460 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2088462.625000 Penalty: 3239.176514
	Iteration 34Q: 3 clusters Score -2088463 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2088459.375000 Penalty: 3239.176514
	Iteration 35Q: 3 clusters Score -2088459 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2088453.250000 Penalty: 3239.176514
	Iteration 36Q: 3 clusters Score -2088453 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2088455.750000 Penalty: 3239.176514
	Iteration 37Q: 3 clusters Score -2088456 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2088424.250000 Penalty: 3239.176514
	Iteration 38Q: 3 clusters Score -2088424 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2088418.625000 Penalty: 3239.176514
	Iteration 39Q: 3 clusters Score -2088419 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2088413.375000 Penalty: 3239.176514
	Iteration 40F: 3 clusters Score -2088413 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2088403.500000 Penalty: 3239.176514
	Iteration 41Q: 3 clusters Score -2088404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2088414.875000 Penalty: 3239.176514
	Iteration 42Q: 3 clusters Score -2088415 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2088417.750000 Penalty: 3239.176514
	Iteration 43Q: 3 clusters Score -2088418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2088421.500000 Penalty: 3239.176514
	Iteration 44Q: 3 clusters Score -2088422 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2088413.500000 Penalty: 3239.176514
	Iteration 45Q: 3 clusters Score -2088414 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2088405.875000 Penalty: 3239.176514
	Iteration 46Q: 3 clusters Score -2088406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2088406.375000 Penalty: 3239.176514
	Iteration 47Q: 3 clusters Score -2088406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2088405.375000 Penalty: 3239.176514
	Iteration 48Q: 3 clusters Score -2088405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2088391.625000 Penalty: 3239.176514
	Iteration 49Q: 3 clusters Score -2088392 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2088385.625000 Penalty: 3239.176514
	Iteration 50Q: 3 clusters Score -2088386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2088379.750000 Penalty: 3239.176514
	Iteration 51Q: 3 clusters Score -2088380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2088370.625000 Penalty: 3239.176514
	Iteration 52Q: 3 clusters Score -2088371 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2088365.375000 Penalty: 3239.176514
	Iteration 53Q: 3 clusters Score -2088365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2088359.375000 Penalty: 3239.176514
	Iteration 54Q: 3 clusters Score -2088359 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2088356.875000 Penalty: 3239.176514
	Iteration 55Q: 3 clusters Score -2088357 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2088352.250000 Penalty: 3239.176514
	Iteration 56Q: 3 clusters Score -2088352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2088344.125000 Penalty: 3239.176514
	Iteration 57Q: 3 clusters Score -2088344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2088335.500000 Penalty: 3239.176514
	Iteration 58Q: 3 clusters Score -2088336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2088326.875000 Penalty: 3239.176514
	Iteration 59Q: 3 clusters Score -2088327 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2088323.000000 Penalty: 3239.176514
	Iteration 60F: 3 clusters Score -2088323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2088326.250000 Penalty: 3239.176514
	Iteration 61Q: 3 clusters Score -2088326 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2088319.125000 Penalty: 3239.176514
	Iteration 62Q: 3 clusters Score -2088319 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2088315.125000 Penalty: 3239.176514
	Iteration 63Q: 3 clusters Score -2088315 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2088310.750000 Penalty: 3239.176514
	Iteration 64Q: 3 clusters Score -2088311 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2088314.500000 Penalty: 3239.176514
	Iteration 65Q: 3 clusters Score -2088314 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2088324.000000 Penalty: 3239.176514
	Iteration 66Q: 3 clusters Score -2088324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2088325.250000 Penalty: 3239.176514
	Iteration 67Q: 3 clusters Score -2088325 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2088315.750000 Penalty: 3239.176514
	Iteration 68Q: 3 clusters Score -2088316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2088317.875000 Penalty: 3239.176514
	Iteration 69Q: 3 clusters Score -2088318 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2088318.375000 Penalty: 3239.176514
	Iteration 70Q: 3 clusters Score -2088318 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2088330.500000 Penalty: 3239.176514
	Iteration 71Q: 3 clusters Score -2088330 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2088345.125000 Penalty: 3239.176514
	Iteration 72Q: 3 clusters Score -2088345 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2088362.875000 Penalty: 3239.176514
	Iteration 73Q: 3 clusters Score -2088363 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2088383.000000 Penalty: 3239.176514
	Iteration 74Q: 3 clusters Score -2088383 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2088408.625000 Penalty: 3239.176514
	Iteration 75Q: 3 clusters Score -2088409 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2088456.875000 Penalty: 3239.176514
	Iteration 76Q: 3 clusters Score -2088457 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2088546.500000 Penalty: 3239.176514
	Iteration 77Q: 3 clusters Score -2088546 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2088653.000000 Penalty: 3239.176514
	Iteration 78Q: 3 clusters Score -2088653 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2088737.750000 Penalty: 3239.176514
	Iteration 79Q: 3 clusters Score -2088738 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2088824.125000 Penalty: 3239.176514
	Iteration 80F: 3 clusters Score -2088824 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2088907.125000 Penalty: 3239.176514
	Iteration 81Q: 3 clusters Score -2088907 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2088950.250000 Penalty: 3239.176514
	Iteration 82Q: 3 clusters Score -2088950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2089003.125000 Penalty: 3239.176514
	Iteration 83Q: 3 clusters Score -2089003 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2089036.875000 Penalty: 3239.176514
	Iteration 84Q: 3 clusters Score -2089037 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2089062.250000 Penalty: 3239.176514
	Iteration 85Q: 3 clusters Score -2089062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2089079.125000 Penalty: 3239.176514
	Iteration 86Q: 3 clusters Score -2089079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2089096.875000 Penalty: 3239.176514
	Iteration 87Q: 3 clusters Score -2089097 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2089116.125000 Penalty: 3239.176514
	Iteration 88Q: 3 clusters Score -2089116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2089137.375000 Penalty: 3239.176514
	Iteration 89Q: 3 clusters Score -2089137 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2089156.625000 Penalty: 3239.176514
	Iteration 90Q: 3 clusters Score -2089157 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2089180.625000 Penalty: 3239.176514
	Iteration 91Q: 3 clusters Score -2089181 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2089206.500000 Penalty: 3239.176514
	Iteration 92Q: 3 clusters Score -2089206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2089235.625000 Penalty: 3239.176514
	Iteration 93Q: 3 clusters Score -2089236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2089261.625000 Penalty: 3239.176514
	Iteration 94Q: 3 clusters Score -2089262 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2089281.375000 Penalty: 3239.176514
	Iteration 95Q: 3 clusters Score -2089281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2089301.375000 Penalty: 3239.176514
	Iteration 96Q: 3 clusters Score -2089301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2089312.000000 Penalty: 3239.176514
	Iteration 97Q: 3 clusters Score -2089312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2089325.375000 Penalty: 3239.176514
	Iteration 98Q: 3 clusters Score -2089325 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2089335.500000 Penalty: 3239.176514
	Iteration 99Q: 3 clusters Score -2089336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2089340.375000 Penalty: 3239.176514
	Iteration 100F: 3 clusters Score -2089340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2089348.500000 Penalty: 3239.176514
	Iteration 101Q: 3 clusters Score -2089348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2089353.500000 Penalty: 3239.176514
	Iteration 102Q: 3 clusters Score -2089354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2089362.625000 Penalty: 3239.176514
	Iteration 103Q: 3 clusters Score -2089363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2089372.500000 Penalty: 3239.176514
	Iteration 104Q: 3 clusters Score -2089372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2089376.250000 Penalty: 3239.176514
	Iteration 105Q: 3 clusters Score -2089376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2089377.875000 Penalty: 3239.176514
	Iteration 106Q: 3 clusters Score -2089378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2089384.500000 Penalty: 3239.176514
	Iteration 107Q: 3 clusters Score -2089384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2089384.500000 Penalty: 3239.176514
	Iteration 108Q: 3 clusters Score -2089384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2089390.250000 Penalty: 3239.176514
	Iteration 109Q: 3 clusters Score -2089390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2089390.500000 Penalty: 3239.176514
	Iteration 110Q: 3 clusters Score -2089390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2089393.500000 Penalty: 3239.176514
	Iteration 111Q: 3 clusters Score -2089394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2089395.500000 Penalty: 3239.176514
	Iteration 112Q: 3 clusters Score -2089396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2089404.750000 Penalty: 3239.176514
	Iteration 113Q: 3 clusters Score -2089405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2089416.000000 Penalty: 3239.176514
	Iteration 114Q: 3 clusters Score -2089416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2089424.750000 Penalty: 3239.176514
	Iteration 115Q: 3 clusters Score -2089425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2089437.250000 Penalty: 3239.176514
	Iteration 116Q: 3 clusters Score -2089437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2089449.125000 Penalty: 3239.176514
	Iteration 117Q: 3 clusters Score -2089449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2089456.375000 Penalty: 3239.176514
	Iteration 118Q: 3 clusters Score -2089456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2089457.125000 Penalty: 3239.176514
	Iteration 119Q: 3 clusters Score -2089457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2089459.250000 Penalty: 3239.176514
	Iteration 120F: 3 clusters Score -2089459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2089462.750000 Penalty: 3239.176514
	Iteration 121Q: 3 clusters Score -2089463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2089465.375000 Penalty: 3239.176514
	Iteration 122Q: 3 clusters Score -2089465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2089465.875000 Penalty: 3239.176514
	Iteration 123Q: 3 clusters Score -2089466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2089464.125000 Penalty: 3239.176514
	Iteration 124Q: 3 clusters Score -2089464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2089469.125000 Penalty: 3239.176514
	Iteration 125Q: 3 clusters Score -2089469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2089471.500000 Penalty: 3239.176514
	Iteration 126Q: 3 clusters Score -2089472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2089474.250000 Penalty: 3239.176514
	Iteration 127Q: 3 clusters Score -2089474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2089478.750000 Penalty: 3239.176514
	Iteration 128Q: 3 clusters Score -2089479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2089479.375000 Penalty: 3239.176514
	Iteration 129Q: 3 clusters Score -2089479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2089481.250000 Penalty: 3239.176514
	Iteration 130Q: 3 clusters Score -2089481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2089481.250000 Penalty: 3239.176514
	Iteration 131Q: 3 clusters Score -2089481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2089480.375000 Penalty: 3239.176514
	Iteration 132Q: 3 clusters Score -2089480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2089479.000000 Penalty: 3239.176514
	Iteration 133Q: 3 clusters Score -2089479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2089480.125000 Penalty: 3239.176514
	Iteration 134Q: 3 clusters Score -2089480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2089483.875000 Penalty: 3239.176514
	Iteration 135Q: 3 clusters Score -2089484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2089484.500000 Penalty: 3239.176514
	Iteration 136Q: 3 clusters Score -2089484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2089488.625000 Penalty: 3239.176514
	Iteration 137Q: 3 clusters Score -2089489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2089494.125000 Penalty: 3239.176514
	Iteration 138Q: 3 clusters Score -2089494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2089494.750000 Penalty: 3239.176514
	Iteration 139Q: 3 clusters Score -2089495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2089496.250000 Penalty: 3239.176514
	Iteration 140F: 3 clusters Score -2089496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2089501.000000 Penalty: 3239.176514
	Iteration 141Q: 3 clusters Score -2089501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2089501.750000 Penalty: 3239.176514
	Iteration 142Q: 3 clusters Score -2089502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2089502.875000 Penalty: 3239.176514
	Iteration 143Q: 3 clusters Score -2089503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2089502.125000 Penalty: 3239.176514
	Iteration 144Q: 3 clusters Score -2089502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2089503.500000 Penalty: 3239.176514
	Iteration 145Q: 3 clusters Score -2089504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2089505.625000 Penalty: 3239.176514
	Iteration 146Q: 3 clusters Score -2089506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2089505.625000 Penalty: 3239.176514
	Iteration 147F: 3 clusters Score -2089506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -59017.308594 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -59017.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57837.863281 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -57837.86 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -58073.417969 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -58073.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58195.125000 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -58195.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -58295.125000 Penalty: 2123.953369
	Iteration 3F: 3 clusters Score -58295.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -58368.187500 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -58368.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -58461.058594 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -58461.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -58544.390625 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -58544.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -58625.718750 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -58625.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -58679.988281 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -58679.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -58714.214844 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -58714.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58725.839844 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -58725.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58741.500000 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -58741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58747.437500 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -58747.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58761.578125 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -58761.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58769.414062 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -58769.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58776.570312 Penalty: 2123.953369
	Iteration 15F: 3 clusters Score -58776.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58798.312500 Penalty: 2123.953369
	Iteration 16Q: 3 clusters Score -58798.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58816.296875 Penalty: 2123.953369
	Iteration 17Q: 3 clusters Score -58816.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -58823.453125 Penalty: 2123.953369
	Iteration 18Q: 3 clusters Score -58823.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -58823.453125 Penalty: 2123.953369
	Iteration 19F: 3 clusters Score -58823.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -141982.687500 Penalty: 1219.910400
	Iteration 0F: 2 clusters Score -141982.7 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 946 members 
Entering Unmasked Estep 
Score: -140058.500000 Penalty: 2439.820801
	Iteration 0F: 3 clusters Score -140058.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -140577.890625 Penalty: 2439.820801
	Iteration 1F: 3 clusters Score -140577.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140771.312500 Penalty: 2439.820801
	Iteration 2F: 3 clusters Score -140771.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -140930.531250 Penalty: 2439.820801
	Iteration 3F: 3 clusters Score -140930.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -141087.843750 Penalty: 2439.820801
	Iteration 4F: 3 clusters Score -141087.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -141196.968750 Penalty: 2439.820801
	Iteration 5Q: 3 clusters Score -141197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -141299.015625 Penalty: 2439.820801
	Iteration 6Q: 3 clusters Score -141299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -141352.000000 Penalty: 2439.820801
	Iteration 7Q: 3 clusters Score -141352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -141413.140625 Penalty: 2439.820801
	Iteration 8Q: 3 clusters Score -141413.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -141465.500000 Penalty: 2439.820801
	Iteration 9Q: 3 clusters Score -141465.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -141516.703125 Penalty: 2439.820801
	Iteration 10Q: 3 clusters Score -141516.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -141554.218750 Penalty: 2439.820801
	Iteration 11Q: 3 clusters Score -141554.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -141594.093750 Penalty: 2439.820801
	Iteration 12Q: 3 clusters Score -141594.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -141627.718750 Penalty: 2439.820801
	Iteration 13Q: 3 clusters Score -141627.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -141658.812500 Penalty: 2439.820801
	Iteration 14Q: 3 clusters Score -141658.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -141673.546875 Penalty: 2439.820801
	Iteration 15Q: 3 clusters Score -141673.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -141689.515625 Penalty: 2439.820801
	Iteration 16Q: 3 clusters Score -141689.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -141698.250000 Penalty: 2439.820801
	Iteration 17Q: 3 clusters Score -141698.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -141705.828125 Penalty: 2439.820801
	Iteration 18Q: 3 clusters Score -141705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -141713.390625 Penalty: 2439.820801
	Iteration 19Q: 3 clusters Score -141713.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141727.625000 Penalty: 2439.820801
	Iteration 20F: 3 clusters Score -141727.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -141743.250000 Penalty: 2439.820801
	Iteration 21Q: 3 clusters Score -141743.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141760.890625 Penalty: 2439.820801
	Iteration 22Q: 3 clusters Score -141760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -141781.593750 Penalty: 2439.820801
	Iteration 23Q: 3 clusters Score -141781.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -141802.921875 Penalty: 2439.820801
	Iteration 24Q: 3 clusters Score -141802.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -141826.187500 Penalty: 2439.820801
	Iteration 25Q: 3 clusters Score -141826.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -141860.640625 Penalty: 2439.820801
	Iteration 26Q: 3 clusters Score -141860.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -141898.781250 Penalty: 2439.820801
	Iteration 27Q: 3 clusters Score -141898.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -141920.453125 Penalty: 2439.820801
	Iteration 28Q: 3 clusters Score -141920.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -141961.906250 Penalty: 2439.820801
	Iteration 29Q: 3 clusters Score -141961.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -141996.765625 Penalty: 2439.820801
	Iteration 30Q: 3 clusters Score -141996.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -142022.125000 Penalty: 2439.820801
	Iteration 31Q: 3 clusters Score -142022.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -142040.937500 Penalty: 2439.820801
	Iteration 32Q: 3 clusters Score -142040.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -142055.015625 Penalty: 2439.820801
	Iteration 33Q: 3 clusters Score -142055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -142077.359375 Penalty: 2439.820801
	Iteration 34Q: 3 clusters Score -142077.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -142098.812500 Penalty: 2439.820801
	Iteration 35Q: 3 clusters Score -142098.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -142110.234375 Penalty: 2439.820801
	Iteration 36Q: 3 clusters Score -142110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -142113.250000 Penalty: 2439.820801
	Iteration 37Q: 3 clusters Score -142113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -142116.406250 Penalty: 2439.820801
	Iteration 38Q: 3 clusters Score -142116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -142121.296875 Penalty: 2439.820801
	Iteration 39Q: 3 clusters Score -142121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -142124.437500 Penalty: 2439.820801
	Iteration 40F: 3 clusters Score -142124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -142129.890625 Penalty: 2439.820801
	Iteration 41Q: 3 clusters Score -142129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -142132.671875 Penalty: 2439.820801
	Iteration 42Q: 3 clusters Score -142132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -142134.859375 Penalty: 2439.820801
	Iteration 43Q: 3 clusters Score -142134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -142135.875000 Penalty: 2439.820801
	Iteration 44Q: 3 clusters Score -142135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -142136.546875 Penalty: 2439.820801
	Iteration 45Q: 3 clusters Score -142136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -142137.390625 Penalty: 2439.820801
	Iteration 46Q: 3 clusters Score -142137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -142137.390625 Penalty: 2439.820801
	Iteration 47F: 3 clusters Score -142137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 34823 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23956 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40716 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21305 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 772 members 
Mstep: Class 36 contains 30119 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 39964 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31048 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Mstep: Class 46 contains 1049 members 
Entering Unmasked Estep 
Score: -49779516.000000 Penalty: 98713.132812
Splitting cluster 35 changes total score from -49779812.000000 to -49779516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (30119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Entering Unmasked Estep 
Score: -2897291.250000 Penalty: 1675.848022
	Iteration 0F: 2 clusters Score -2897291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2877134.750000 Penalty: 3351.696045
	Iteration 0F: 3 clusters Score -2877135 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2884817.250000 Penalty: 3351.696045
	Iteration 1F: 3 clusters Score -2884817 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2885494.250000 Penalty: 3351.696045
	Iteration 2Q: 3 clusters Score -2885494 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2886425.500000 Penalty: 3351.696045
	Iteration 3F: 3 clusters Score -2886426 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2887637.000000 Penalty: 3351.696045
	Iteration 4F: 3 clusters Score -2887637 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2889220.750000 Penalty: 3351.696045
	Iteration 5F: 3 clusters Score -2889221 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2891047.500000 Penalty: 3351.696045
	Iteration 6F: 3 clusters Score -2891048 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2892731.000000 Penalty: 3351.696045
	Iteration 7F: 3 clusters Score -2892731 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2893979.250000 Penalty: 3351.696045
	Iteration 8Q: 3 clusters Score -2893979 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2894717.500000 Penalty: 3351.696045
	Iteration 9Q: 3 clusters Score -2894718 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2895187.500000 Penalty: 3351.696045
	Iteration 10Q: 3 clusters Score -2895188 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2895469.000000 Penalty: 3351.696045
	Iteration 11Q: 3 clusters Score -2895469 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2895621.000000 Penalty: 3351.696045
	Iteration 12Q: 3 clusters Score -2895621 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2895709.500000 Penalty: 3351.696045
	Iteration 13Q: 3 clusters Score -2895710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2895780.250000 Penalty: 3351.696045
	Iteration 14Q: 3 clusters Score -2895780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2895831.250000 Penalty: 3351.696045
	Iteration 15Q: 3 clusters Score -2895831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2895861.000000 Penalty: 3351.696045
	Iteration 16Q: 3 clusters Score -2895861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2895876.000000 Penalty: 3351.696045
	Iteration 17Q: 3 clusters Score -2895876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2895889.750000 Penalty: 3351.696045
	Iteration 18Q: 3 clusters Score -2895890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2895901.250000 Penalty: 3351.696045
	Iteration 19Q: 3 clusters Score -2895901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2895904.500000 Penalty: 3351.696045
	Iteration 20F: 3 clusters Score -2895904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2895905.750000 Penalty: 3351.696045
	Iteration 21Q: 3 clusters Score -2895906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2895916.750000 Penalty: 3351.696045
	Iteration 22Q: 3 clusters Score -2895917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2895919.500000 Penalty: 3351.696045
	Iteration 23Q: 3 clusters Score -2895920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2895921.250000 Penalty: 3351.696045
	Iteration 24Q: 3 clusters Score -2895921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2895922.750000 Penalty: 3351.696045
	Iteration 25Q: 3 clusters Score -2895923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2895922.750000 Penalty: 3351.696045
	Iteration 26F: 3 clusters Score -2895923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (26874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Entering Unmasked Estep 
Score: -2511956.750000 Penalty: 1657.323608
	Iteration 0F: 2 clusters Score -2511957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2494016.000000 Penalty: 3314.647217
	Iteration 0F: 3 clusters Score -2494016 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2501095.750000 Penalty: 3314.647217
	Iteration 1F: 3 clusters Score -2501096 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2501851.750000 Penalty: 3314.647217
	Iteration 2F: 3 clusters Score -2501852 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2502790.750000 Penalty: 3314.647217
	Iteration 3F: 3 clusters Score -2502791 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2503960.000000 Penalty: 3314.647217
	Iteration 4F: 3 clusters Score -2503960 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2505429.750000 Penalty: 3314.647217
	Iteration 5F: 3 clusters Score -2505430 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2506987.250000 Penalty: 3314.647217
	Iteration 6F: 3 clusters Score -2506987 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2508353.000000 Penalty: 3314.647217
	Iteration 7F: 3 clusters Score -2508353 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2509318.250000 Penalty: 3314.647217
	Iteration 8Q: 3 clusters Score -2509318 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2509910.000000 Penalty: 3314.647217
	Iteration 9Q: 3 clusters Score -2509910 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2510194.250000 Penalty: 3314.647217
	Iteration 10Q: 3 clusters Score -2510194 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2510327.750000 Penalty: 3314.647217
	Iteration 11Q: 3 clusters Score -2510328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2510404.000000 Penalty: 3314.647217
	Iteration 12Q: 3 clusters Score -2510404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2510474.000000 Penalty: 3314.647217
	Iteration 13Q: 3 clusters Score -2510474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2510499.750000 Penalty: 3314.647217
	Iteration 14Q: 3 clusters Score -2510500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2510521.250000 Penalty: 3314.647217
	Iteration 15Q: 3 clusters Score -2510521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2510540.750000 Penalty: 3314.647217
	Iteration 16Q: 3 clusters Score -2510541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2510551.250000 Penalty: 3314.647217
	Iteration 17Q: 3 clusters Score -2510551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2510560.250000 Penalty: 3314.647217
	Iteration 18Q: 3 clusters Score -2510560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2510563.000000 Penalty: 3314.647217
	Iteration 19Q: 3 clusters Score -2510563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2510574.250000 Penalty: 3314.647217
	Iteration 20F: 3 clusters Score -2510574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2510579.250000 Penalty: 3314.647217
	Iteration 21Q: 3 clusters Score -2510579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2510584.250000 Penalty: 3314.647217
	Iteration 22Q: 3 clusters Score -2510584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2510590.000000 Penalty: 3314.647217
	Iteration 23Q: 3 clusters Score -2510590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2510589.000000 Penalty: 3314.647217
	Iteration 24Q: 3 clusters Score -2510589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2510590.750000 Penalty: 3314.647217
	Iteration 25Q: 3 clusters Score -2510591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2510590.750000 Penalty: 3314.647217
	Iteration 26F: 3 clusters Score -2510591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -130930.117188 Penalty: 1186.546143
	Iteration 0F: 2 clusters Score -130930.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -129186.351562 Penalty: 2373.092285
	Iteration 0F: 3 clusters Score -129186.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -129617.234375 Penalty: 2373.092285
	Iteration 1F: 3 clusters Score -129617.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -129842.859375 Penalty: 2373.092285
	Iteration 2F: 3 clusters Score -129842.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -129985.062500 Penalty: 2373.092285
	Iteration 3F: 3 clusters Score -129985.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130073.992188 Penalty: 2373.092285
	Iteration 4F: 3 clusters Score -130074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130133.015625 Penalty: 2373.092285
	Iteration 5Q: 3 clusters Score -130133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -130190.328125 Penalty: 2373.092285
	Iteration 6Q: 3 clusters Score -130190.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -130239.937500 Penalty: 2373.092285
	Iteration 7Q: 3 clusters Score -130239.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -130293.226562 Penalty: 2373.092285
	Iteration 8Q: 3 clusters Score -130293.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -130345.500000 Penalty: 2373.092285
	Iteration 9Q: 3 clusters Score -130345.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -130387.828125 Penalty: 2373.092285
	Iteration 10Q: 3 clusters Score -130387.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -130429.648438 Penalty: 2373.092285
	Iteration 11Q: 3 clusters Score -130429.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -130448.492188 Penalty: 2373.092285
	Iteration 12Q: 3 clusters Score -130448.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -130468.421875 Penalty: 2373.092285
	Iteration 13Q: 3 clusters Score -130468.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -130489.500000 Penalty: 2373.092285
	Iteration 14Q: 3 clusters Score -130489.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -130509.265625 Penalty: 2373.092285
	Iteration 15Q: 3 clusters Score -130509.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -130524.234375 Penalty: 2373.092285
	Iteration 16Q: 3 clusters Score -130524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -130533.828125 Penalty: 2373.092285
	Iteration 17Q: 3 clusters Score -130533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -130540.359375 Penalty: 2373.092285
	Iteration 18Q: 3 clusters Score -130540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -130543.968750 Penalty: 2373.092285
	Iteration 19Q: 3 clusters Score -130544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130546.062500 Penalty: 2373.092285
	Iteration 20F: 3 clusters Score -130546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -130552.320312 Penalty: 2373.092285
	Iteration 21Q: 3 clusters Score -130552.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -130557.570312 Penalty: 2373.092285
	Iteration 22Q: 3 clusters Score -130557.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -130566.601562 Penalty: 2373.092285
	Iteration 23Q: 3 clusters Score -130566.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -130577.484375 Penalty: 2373.092285
	Iteration 24Q: 3 clusters Score -130577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -130583.546875 Penalty: 2373.092285
	Iteration 25Q: 3 clusters Score -130583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -130586.679688 Penalty: 2373.092285
	Iteration 26Q: 3 clusters Score -130586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -130590.687500 Penalty: 2373.092285
	Iteration 27Q: 3 clusters Score -130590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -130594.109375 Penalty: 2373.092285
	Iteration 28Q: 3 clusters Score -130594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -130596.367188 Penalty: 2373.092285
	Iteration 29Q: 3 clusters Score -130596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -130599.718750 Penalty: 2373.092285
	Iteration 30Q: 3 clusters Score -130599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -130601.250000 Penalty: 2373.092285
	Iteration 31Q: 3 clusters Score -130601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -130602.601562 Penalty: 2373.092285
	Iteration 32Q: 3 clusters Score -130602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -130603.421875 Penalty: 2373.092285
	Iteration 33Q: 3 clusters Score -130603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -130603.890625 Penalty: 2373.092285
	Iteration 34Q: 3 clusters Score -130603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -130603.890625 Penalty: 2373.092285
	Iteration 35F: 3 clusters Score -130603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (39964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Entering Unmasked Estep 
Score: -3922710.500000 Penalty: 1721.806885
	Iteration 0F: 2 clusters Score -3922710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3901524.000000 Penalty: 3443.613770
	Iteration 0F: 3 clusters Score -3901524 nChanged 18667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3911726.000000 Penalty: 3443.613770
	Iteration 1F: 3 clusters Score -3911726 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3912148.000000 Penalty: 3443.613770
	Iteration 2Q: 3 clusters Score -3912148 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3912585.000000 Penalty: 3443.613770
	Iteration 3Q: 3 clusters Score -3912585 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3913098.250000 Penalty: 3443.613770
	Iteration 4Q: 3 clusters Score -3913098 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3913667.500000 Penalty: 3443.613770
	Iteration 5Q: 3 clusters Score -3913668 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3914367.500000 Penalty: 3443.613770
	Iteration 6Q: 3 clusters Score -3914368 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3915400.250000 Penalty: 3443.613770
	Iteration 7Q: 3 clusters Score -3915400 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3916859.000000 Penalty: 3443.613770
	Iteration 8F: 3 clusters Score -3916859 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3918655.000000 Penalty: 3443.613770
	Iteration 9F: 3 clusters Score -3918655 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3920176.000000 Penalty: 3443.613770
	Iteration 10F: 3 clusters Score -3920176 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3920962.750000 Penalty: 3443.613770
	Iteration 11Q: 3 clusters Score -3920963 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3921341.000000 Penalty: 3443.613770
	Iteration 12Q: 3 clusters Score -3921341 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3921588.750000 Penalty: 3443.613770
	Iteration 13Q: 3 clusters Score -3921589 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3921818.750000 Penalty: 3443.613770
	Iteration 14Q: 3 clusters Score -3921819 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3922043.000000 Penalty: 3443.613770
	Iteration 15Q: 3 clusters Score -3922043 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3922253.000000 Penalty: 3443.613770
	Iteration 16Q: 3 clusters Score -3922253 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3922477.750000 Penalty: 3443.613770
	Iteration 17Q: 3 clusters Score -3922478 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3922732.500000 Penalty: 3443.613770
	Iteration 18Q: 3 clusters Score -3922732 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3922974.500000 Penalty: 3443.613770
	Iteration 19Q: 3 clusters Score -3922974 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3923170.000000 Penalty: 3443.613770
	Iteration 20F: 3 clusters Score -3923170 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3923383.750000 Penalty: 3443.613770
	Iteration 21Q: 3 clusters Score -3923384 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3923534.250000 Penalty: 3443.613770
	Iteration 22Q: 3 clusters Score -3923534 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3923646.000000 Penalty: 3443.613770
	Iteration 23Q: 3 clusters Score -3923646 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3923754.250000 Penalty: 3443.613770
	Iteration 24Q: 3 clusters Score -3923754 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3923834.000000 Penalty: 3443.613770
	Iteration 25Q: 3 clusters Score -3923834 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3923878.000000 Penalty: 3443.613770
	Iteration 26Q: 3 clusters Score -3923878 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3923907.250000 Penalty: 3443.613770
	Iteration 27Q: 3 clusters Score -3923907 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3923941.750000 Penalty: 3443.613770
	Iteration 28Q: 3 clusters Score -3923942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3923959.500000 Penalty: 3443.613770
	Iteration 29Q: 3 clusters Score -3923960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3923970.750000 Penalty: 3443.613770
	Iteration 30Q: 3 clusters Score -3923971 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3923992.750000 Penalty: 3443.613770
	Iteration 31Q: 3 clusters Score -3923993 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3924011.000000 Penalty: 3443.613770
	Iteration 32Q: 3 clusters Score -3924011 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3924022.500000 Penalty: 3443.613770
	Iteration 33Q: 3 clusters Score -3924022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3924040.500000 Penalty: 3443.613770
	Iteration 34Q: 3 clusters Score -3924040 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3924043.000000 Penalty: 3443.613770
	Iteration 35Q: 3 clusters Score -3924043 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3924044.000000 Penalty: 3443.613770
	Iteration 36Q: 3 clusters Score -3924044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3924049.000000 Penalty: 3443.613770
	Iteration 37Q: 3 clusters Score -3924049 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3924064.500000 Penalty: 3443.613770
	Iteration 38Q: 3 clusters Score -3924064 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3924083.750000 Penalty: 3443.613770
	Iteration 39Q: 3 clusters Score -3924084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3924078.750000 Penalty: 3443.613770
	Iteration 40F: 3 clusters Score -3924079 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3924080.250000 Penalty: 3443.613770
	Iteration 41Q: 3 clusters Score -3924080 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3924090.000000 Penalty: 3443.613770
	Iteration 42Q: 3 clusters Score -3924090 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3924087.000000 Penalty: 3443.613770
	Iteration 43Q: 3 clusters Score -3924087 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3924083.750000 Penalty: 3443.613770
	Iteration 44Q: 3 clusters Score -3924084 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3924088.500000 Penalty: 3443.613770
	Iteration 45Q: 3 clusters Score -3924088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3924096.750000 Penalty: 3443.613770
	Iteration 46Q: 3 clusters Score -3924097 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3924100.000000 Penalty: 3443.613770
	Iteration 47Q: 3 clusters Score -3924100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3924112.000000 Penalty: 3443.613770
	Iteration 48Q: 3 clusters Score -3924112 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3924110.000000 Penalty: 3443.613770
	Iteration 49Q: 3 clusters Score -3924110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3924126.250000 Penalty: 3443.613770
	Iteration 50Q: 3 clusters Score -3924126 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3924135.750000 Penalty: 3443.613770
	Iteration 51Q: 3 clusters Score -3924136 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3924145.000000 Penalty: 3443.613770
	Iteration 52Q: 3 clusters Score -3924145 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3924140.000000 Penalty: 3443.613770
	Iteration 53Q: 3 clusters Score -3924140 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3924152.750000 Penalty: 3443.613770
	Iteration 54Q: 3 clusters Score -3924153 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3924164.000000 Penalty: 3443.613770
	Iteration 55Q: 3 clusters Score -3924164 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3924198.250000 Penalty: 3443.613770
	Iteration 56Q: 3 clusters Score -3924198 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3924221.500000 Penalty: 3443.613770
	Iteration 57Q: 3 clusters Score -3924222 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3924230.000000 Penalty: 3443.613770
	Iteration 58Q: 3 clusters Score -3924230 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3924243.250000 Penalty: 3443.613770
	Iteration 59Q: 3 clusters Score -3924243 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3924258.750000 Penalty: 3443.613770
	Iteration 60F: 3 clusters Score -3924259 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3924265.250000 Penalty: 3443.613770
	Iteration 61Q: 3 clusters Score -3924265 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3924277.000000 Penalty: 3443.613770
	Iteration 62Q: 3 clusters Score -3924277 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3924313.250000 Penalty: 3443.613770
	Iteration 63Q: 3 clusters Score -3924313 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3924326.500000 Penalty: 3443.613770
	Iteration 64Q: 3 clusters Score -3924326 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3924335.500000 Penalty: 3443.613770
	Iteration 65Q: 3 clusters Score -3924336 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3924365.000000 Penalty: 3443.613770
	Iteration 66Q: 3 clusters Score -3924365 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3924385.500000 Penalty: 3443.613770
	Iteration 67Q: 3 clusters Score -3924386 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3924377.250000 Penalty: 3443.613770
	Iteration 68Q: 3 clusters Score -3924377 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3924387.000000 Penalty: 3443.613770
	Iteration 69Q: 3 clusters Score -3924387 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3924410.750000 Penalty: 3443.613770
	Iteration 70Q: 3 clusters Score -3924411 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3924407.250000 Penalty: 3443.613770
	Iteration 71Q: 3 clusters Score -3924407 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3924443.000000 Penalty: 3443.613770
	Iteration 72Q: 3 clusters Score -3924443 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3924474.500000 Penalty: 3443.613770
	Iteration 73Q: 3 clusters Score -3924474 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3924502.250000 Penalty: 3443.613770
	Iteration 74Q: 3 clusters Score -3924502 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3924524.500000 Penalty: 3443.613770
	Iteration 75Q: 3 clusters Score -3924524 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3924553.750000 Penalty: 3443.613770
	Iteration 76Q: 3 clusters Score -3924554 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3924615.750000 Penalty: 3443.613770
	Iteration 77Q: 3 clusters Score -3924616 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3924683.250000 Penalty: 3443.613770
	Iteration 78Q: 3 clusters Score -3924683 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3924711.000000 Penalty: 3443.613770
	Iteration 79Q: 3 clusters Score -3924711 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3924759.500000 Penalty: 3443.613770
	Iteration 80F: 3 clusters Score -3924760 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3924813.750000 Penalty: 3443.613770
	Iteration 81Q: 3 clusters Score -3924814 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3924859.250000 Penalty: 3443.613770
	Iteration 82Q: 3 clusters Score -3924859 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3924903.250000 Penalty: 3443.613770
	Iteration 83Q: 3 clusters Score -3924903 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3924957.000000 Penalty: 3443.613770
	Iteration 84Q: 3 clusters Score -3924957 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3924982.000000 Penalty: 3443.613770
	Iteration 85Q: 3 clusters Score -3924982 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3925022.000000 Penalty: 3443.613770
	Iteration 86Q: 3 clusters Score -3925022 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3925062.250000 Penalty: 3443.613770
	Iteration 87Q: 3 clusters Score -3925062 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3925106.500000 Penalty: 3443.613770
	Iteration 88Q: 3 clusters Score -3925106 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3925121.750000 Penalty: 3443.613770
	Iteration 89Q: 3 clusters Score -3925122 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3925038.750000 Penalty: 3443.613770
	Iteration 90Q: 3 clusters Score -3925039 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3924925.250000 Penalty: 3443.613770
	Iteration 91Q: 3 clusters Score -3924925 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3924764.250000 Penalty: 3443.613770
	Iteration 92Q: 3 clusters Score -3924764 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3924613.750000 Penalty: 3443.613770
	Iteration 93Q: 3 clusters Score -3924614 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3924473.250000 Penalty: 3443.613770
	Iteration 94Q: 3 clusters Score -3924473 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3924314.000000 Penalty: 3443.613770
	Iteration 95Q: 3 clusters Score -3924314 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3924074.250000 Penalty: 3443.613770
	Iteration 96Q: 3 clusters Score -3924074 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3923876.250000 Penalty: 3443.613770
	Iteration 97Q: 3 clusters Score -3923876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3923665.000000 Penalty: 3443.613770
	Iteration 98Q: 3 clusters Score -3923665 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3923490.500000 Penalty: 3443.613770
	Iteration 99Q: 3 clusters Score -3923490 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3923330.750000 Penalty: 3443.613770
	Iteration 100F: 3 clusters Score -3923331 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3923177.750000 Penalty: 3443.613770
	Iteration 101Q: 3 clusters Score -3923178 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3922969.000000 Penalty: 3443.613770
	Iteration 102Q: 3 clusters Score -3922969 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3922851.500000 Penalty: 3443.613770
	Iteration 103Q: 3 clusters Score -3922852 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3922688.750000 Penalty: 3443.613770
	Iteration 104Q: 3 clusters Score -3922689 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3922554.000000 Penalty: 3443.613770
	Iteration 105Q: 3 clusters Score -3922554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3922440.250000 Penalty: 3443.613770
	Iteration 106Q: 3 clusters Score -3922440 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3922320.000000 Penalty: 3443.613770
	Iteration 107Q: 3 clusters Score -3922320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3922249.500000 Penalty: 3443.613770
	Iteration 108Q: 3 clusters Score -3922250 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3922164.250000 Penalty: 3443.613770
	Iteration 109Q: 3 clusters Score -3922164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3922090.500000 Penalty: 3443.613770
	Iteration 110Q: 3 clusters Score -3922090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3922067.750000 Penalty: 3443.613770
	Iteration 111Q: 3 clusters Score -3922068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3922016.750000 Penalty: 3443.613770
	Iteration 112Q: 3 clusters Score -3922017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3921971.250000 Penalty: 3443.613770
	Iteration 113Q: 3 clusters Score -3921971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3921922.500000 Penalty: 3443.613770
	Iteration 114Q: 3 clusters Score -3921922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3921901.000000 Penalty: 3443.613770
	Iteration 115Q: 3 clusters Score -3921901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3921887.500000 Penalty: 3443.613770
	Iteration 116Q: 3 clusters Score -3921888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3921879.000000 Penalty: 3443.613770
	Iteration 117Q: 3 clusters Score -3921879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3921862.500000 Penalty: 3443.613770
	Iteration 118Q: 3 clusters Score -3921862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3921856.250000 Penalty: 3443.613770
	Iteration 119Q: 3 clusters Score -3921856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3921834.250000 Penalty: 3443.613770
	Iteration 120F: 3 clusters Score -3921834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3921817.000000 Penalty: 3443.613770
	Iteration 121Q: 3 clusters Score -3921817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3921806.500000 Penalty: 3443.613770
	Iteration 122Q: 3 clusters Score -3921806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3921799.750000 Penalty: 3443.613770
	Iteration 123Q: 3 clusters Score -3921800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3921794.000000 Penalty: 3443.613770
	Iteration 124Q: 3 clusters Score -3921794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3921785.750000 Penalty: 3443.613770
	Iteration 125Q: 3 clusters Score -3921786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3921790.000000 Penalty: 3443.613770
	Iteration 126Q: 3 clusters Score -3921790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3921787.750000 Penalty: 3443.613770
	Iteration 127Q: 3 clusters Score -3921788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3921771.500000 Penalty: 3443.613770
	Iteration 128Q: 3 clusters Score -3921772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3921768.750000 Penalty: 3443.613770
	Iteration 129Q: 3 clusters Score -3921769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3921766.500000 Penalty: 3443.613770
	Iteration 130Q: 3 clusters Score -3921766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3921767.000000 Penalty: 3443.613770
	Iteration 131Q: 3 clusters Score -3921767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3921760.000000 Penalty: 3443.613770
	Iteration 132Q: 3 clusters Score -3921760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3921757.750000 Penalty: 3443.613770
	Iteration 133Q: 3 clusters Score -3921758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3921763.750000 Penalty: 3443.613770
	Iteration 134Q: 3 clusters Score -3921764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3921747.750000 Penalty: 3443.613770
	Iteration 135Q: 3 clusters Score -3921748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3921750.500000 Penalty: 3443.613770
	Iteration 136Q: 3 clusters Score -3921750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3921750.250000 Penalty: 3443.613770
	Iteration 137Q: 3 clusters Score -3921750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3921750.250000 Penalty: 3443.613770
	Iteration 138F: 3 clusters Score -3921750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -304654.312500 Penalty: 1316.916138
	Iteration 0F: 2 clusters Score -304654.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -301741.281250 Penalty: 2633.832275
	Iteration 0F: 3 clusters Score -301741.3 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -302501.375000 Penalty: 2633.832275
	Iteration 1F: 3 clusters Score -302501.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -302674.875000 Penalty: 2633.832275
	Iteration 2F: 3 clusters Score -302674.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -302813.343750 Penalty: 2633.832275
	Iteration 3F: 3 clusters Score -302813.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -302939.156250 Penalty: 2633.832275
	Iteration 4Q: 3 clusters Score -302939.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -303079.625000 Penalty: 2633.832275
	Iteration 5F: 3 clusters Score -303079.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -303204.968750 Penalty: 2633.832275
	Iteration 6Q: 3 clusters Score -303205 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -303313.156250 Penalty: 2633.832275
	Iteration 7Q: 3 clusters Score -303313.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -303427.468750 Penalty: 2633.832275
	Iteration 8Q: 3 clusters Score -303427.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -303520.187500 Penalty: 2633.832275
	Iteration 9Q: 3 clusters Score -303520.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -303593.000000 Penalty: 2633.832275
	Iteration 10Q: 3 clusters Score -303593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -303647.062500 Penalty: 2633.832275
	Iteration 11Q: 3 clusters Score -303647.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -303686.093750 Penalty: 2633.832275
	Iteration 12Q: 3 clusters Score -303686.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -303723.625000 Penalty: 2633.832275
	Iteration 13Q: 3 clusters Score -303723.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -303742.406250 Penalty: 2633.832275
	Iteration 14Q: 3 clusters Score -303742.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -303762.375000 Penalty: 2633.832275
	Iteration 15Q: 3 clusters Score -303762.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -303780.343750 Penalty: 2633.832275
	Iteration 16Q: 3 clusters Score -303780.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -303792.406250 Penalty: 2633.832275
	Iteration 17Q: 3 clusters Score -303792.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -303801.656250 Penalty: 2633.832275
	Iteration 18Q: 3 clusters Score -303801.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -303810.812500 Penalty: 2633.832275
	Iteration 19Q: 3 clusters Score -303810.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -303818.281250 Penalty: 2633.832275
	Iteration 20F: 3 clusters Score -303818.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -303827.187500 Penalty: 2633.832275
	Iteration 21Q: 3 clusters Score -303827.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -303835.781250 Penalty: 2633.832275
	Iteration 22Q: 3 clusters Score -303835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -303846.000000 Penalty: 2633.832275
	Iteration 23Q: 3 clusters Score -303846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -303855.406250 Penalty: 2633.832275
	Iteration 24Q: 3 clusters Score -303855.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -303862.406250 Penalty: 2633.832275
	Iteration 25Q: 3 clusters Score -303862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -303869.250000 Penalty: 2633.832275
	Iteration 26Q: 3 clusters Score -303869.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -303876.968750 Penalty: 2633.832275
	Iteration 27Q: 3 clusters Score -303877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -303880.593750 Penalty: 2633.832275
	Iteration 28Q: 3 clusters Score -303880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -303881.750000 Penalty: 2633.832275
	Iteration 29Q: 3 clusters Score -303881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -303884.750000 Penalty: 2633.832275
	Iteration 30Q: 3 clusters Score -303884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -303887.781250 Penalty: 2633.832275
	Iteration 31Q: 3 clusters Score -303887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -303889.906250 Penalty: 2633.832275
	Iteration 32Q: 3 clusters Score -303889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -303893.218750 Penalty: 2633.832275
	Iteration 33Q: 3 clusters Score -303893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -303896.437500 Penalty: 2633.832275
	Iteration 34Q: 3 clusters Score -303896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -303899.281250 Penalty: 2633.832275
	Iteration 35Q: 3 clusters Score -303899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -303903.093750 Penalty: 2633.832275
	Iteration 36Q: 3 clusters Score -303903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -303903.656250 Penalty: 2633.832275
	Iteration 37Q: 3 clusters Score -303903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -303904.656250 Penalty: 2633.832275
	Iteration 38Q: 3 clusters Score -303904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -303904.656250 Penalty: 2633.832275
	Iteration 39F: 3 clusters Score -303904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -122485.875000 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -122485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120821.343750 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -120821.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -121180.984375 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -121181 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -121317.929688 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -121317.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -121408.515625 Penalty: 2348.754150
	Iteration 3F: 3 clusters Score -121408.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -121465.710938 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -121465.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -121502.179688 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -121502.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -121528.664062 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -121528.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -121544.773438 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -121544.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121555.867188 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -121555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -121562.789062 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -121562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121568.992188 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -121569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121570.664062 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -121570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121573.406250 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -121573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -121576.726562 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -121576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121579.609375 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -121579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121581.492188 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -121581.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121583.421875 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -121583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121585.546875 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -121585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -121586.179688 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -121586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121587.445312 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -121587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -121590.164062 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -121590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121593.210938 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -121593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -121596.101562 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -121596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -121600.210938 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -121600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -121602.796875 Penalty: 2348.754150
	Iteration 24Q: 3 clusters Score -121602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -121604.398438 Penalty: 2348.754150
	Iteration 25Q: 3 clusters Score -121604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -121607.054688 Penalty: 2348.754150
	Iteration 26Q: 3 clusters Score -121607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121610.304688 Penalty: 2348.754150
	Iteration 27Q: 3 clusters Score -121610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -121612.867188 Penalty: 2348.754150
	Iteration 28Q: 3 clusters Score -121612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -121616.179688 Penalty: 2348.754150
	Iteration 29Q: 3 clusters Score -121616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121617.773438 Penalty: 2348.754150
	Iteration 30Q: 3 clusters Score -121617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -121618.734375 Penalty: 2348.754150
	Iteration 31Q: 3 clusters Score -121618.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -121618.734375 Penalty: 2348.754150
	Iteration 32F: 3 clusters Score -121618.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -131128.890625 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -131128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129388.539062 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -129388.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -129713.578125 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -129713.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -129783.687500 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -129783.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129820.843750 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -129820.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129844.171875 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -129844.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -129859.812500 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -129859.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -129866.687500 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -129866.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -129873.039062 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -129873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -129876.976562 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -129877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129881.406250 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -129881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -129885.539062 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -129885.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129891.710938 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -129891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -129897.101562 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -129897.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -129904.453125 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -129904.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -129909.000000 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -129909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129911.421875 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -129911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -129914.710938 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -129914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129916.640625 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -129916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129918.390625 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -129918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129920.117188 Penalty: 2362.851562
	Iteration 19Q: 3 clusters Score -129920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129922.960938 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -129923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -129924.054688 Penalty: 2362.851562
	Iteration 21Q: 3 clusters Score -129924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129925.062500 Penalty: 2362.851562
	Iteration 22Q: 3 clusters Score -129925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -129927.710938 Penalty: 2362.851562
	Iteration 23Q: 3 clusters Score -129927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -129930.320312 Penalty: 2362.851562
	Iteration 24Q: 3 clusters Score -129930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129932.843750 Penalty: 2362.851562
	Iteration 25Q: 3 clusters Score -129932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129933.804688 Penalty: 2362.851562
	Iteration 26Q: 3 clusters Score -129933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129934.343750 Penalty: 2362.851562
	Iteration 27Q: 3 clusters Score -129934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129935.101562 Penalty: 2362.851562
	Iteration 28Q: 3 clusters Score -129935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129935.828125 Penalty: 2362.851562
	Iteration 29Q: 3 clusters Score -129935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -129936.484375 Penalty: 2362.851562
	Iteration 30Q: 3 clusters Score -129936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -129939.578125 Penalty: 2362.851562
	Iteration 31Q: 3 clusters Score -129939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129939.929688 Penalty: 2362.851562
	Iteration 32Q: 3 clusters Score -129939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129939.929688 Penalty: 2362.851562
	Iteration 33F: 3 clusters Score -129939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (31048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Entering Unmasked Estep 
Score: -3063739.000000 Penalty: 1680.784546
	Iteration 0F: 2 clusters Score -3063739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3044232.750000 Penalty: 3361.569092
	Iteration 0F: 3 clusters Score -3044233 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3052120.000000 Penalty: 3361.569092
	Iteration 1F: 3 clusters Score -3052120 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3052457.000000 Penalty: 3361.569092
	Iteration 2Q: 3 clusters Score -3052457 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3052741.250000 Penalty: 3361.569092
	Iteration 3Q: 3 clusters Score -3052741 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3053010.000000 Penalty: 3361.569092
	Iteration 4Q: 3 clusters Score -3053010 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3053274.750000 Penalty: 3361.569092
	Iteration 5Q: 3 clusters Score -3053275 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3053582.250000 Penalty: 3361.569092
	Iteration 6Q: 3 clusters Score -3053582 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3054017.750000 Penalty: 3361.569092
	Iteration 7Q: 3 clusters Score -3054018 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3054669.500000 Penalty: 3361.569092
	Iteration 8Q: 3 clusters Score -3054670 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3055491.500000 Penalty: 3361.569092
	Iteration 9Q: 3 clusters Score -3055492 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3056518.750000 Penalty: 3361.569092
	Iteration 10F: 3 clusters Score -3056519 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3057704.500000 Penalty: 3361.569092
	Iteration 11F: 3 clusters Score -3057704 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3058775.250000 Penalty: 3361.569092
	Iteration 12Q: 3 clusters Score -3058775 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3059501.000000 Penalty: 3361.569092
	Iteration 13Q: 3 clusters Score -3059501 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3059930.250000 Penalty: 3361.569092
	Iteration 14Q: 3 clusters Score -3059930 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3060181.000000 Penalty: 3361.569092
	Iteration 15Q: 3 clusters Score -3060181 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3060360.500000 Penalty: 3361.569092
	Iteration 16Q: 3 clusters Score -3060360 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3060465.250000 Penalty: 3361.569092
	Iteration 17Q: 3 clusters Score -3060465 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3060529.750000 Penalty: 3361.569092
	Iteration 18Q: 3 clusters Score -3060530 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3060584.250000 Penalty: 3361.569092
	Iteration 19Q: 3 clusters Score -3060584 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3060600.500000 Penalty: 3361.569092
	Iteration 20F: 3 clusters Score -3060600 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3060623.500000 Penalty: 3361.569092
	Iteration 21Q: 3 clusters Score -3060624 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3060651.000000 Penalty: 3361.569092
	Iteration 22Q: 3 clusters Score -3060651 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3060706.500000 Penalty: 3361.569092
	Iteration 23Q: 3 clusters Score -3060706 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3060738.250000 Penalty: 3361.569092
	Iteration 24Q: 3 clusters Score -3060738 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3060775.500000 Penalty: 3361.569092
	Iteration 25Q: 3 clusters Score -3060776 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3060811.250000 Penalty: 3361.569092
	Iteration 26Q: 3 clusters Score -3060811 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3060877.000000 Penalty: 3361.569092
	Iteration 27Q: 3 clusters Score -3060877 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3060892.750000 Penalty: 3361.569092
	Iteration 28Q: 3 clusters Score -3060893 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3060954.750000 Penalty: 3361.569092
	Iteration 29Q: 3 clusters Score -3060955 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3061034.000000 Penalty: 3361.569092
	Iteration 30Q: 3 clusters Score -3061034 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3061038.500000 Penalty: 3361.569092
	Iteration 31Q: 3 clusters Score -3061038 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3061077.750000 Penalty: 3361.569092
	Iteration 32Q: 3 clusters Score -3061078 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3061091.750000 Penalty: 3361.569092
	Iteration 33Q: 3 clusters Score -3061092 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3061118.000000 Penalty: 3361.569092
	Iteration 34Q: 3 clusters Score -3061118 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3061165.000000 Penalty: 3361.569092
	Iteration 35Q: 3 clusters Score -3061165 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3061173.250000 Penalty: 3361.569092
	Iteration 36Q: 3 clusters Score -3061173 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3061181.250000 Penalty: 3361.569092
	Iteration 37Q: 3 clusters Score -3061181 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -3061221.000000 Penalty: 3361.569092
	Iteration 38Q: 3 clusters Score -3061221 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3061218.000000 Penalty: 3361.569092
	Iteration 39Q: 3 clusters Score -3061218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3061284.000000 Penalty: 3361.569092
	Iteration 40F: 3 clusters Score -3061284 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3061339.500000 Penalty: 3361.569092
	Iteration 41Q: 3 clusters Score -3061340 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3061393.500000 Penalty: 3361.569092
	Iteration 42Q: 3 clusters Score -3061394 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3061429.500000 Penalty: 3361.569092
	Iteration 43Q: 3 clusters Score -3061430 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3061489.750000 Penalty: 3361.569092
	Iteration 44Q: 3 clusters Score -3061490 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3061536.000000 Penalty: 3361.569092
	Iteration 45Q: 3 clusters Score -3061536 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3061589.500000 Penalty: 3361.569092
	Iteration 46Q: 3 clusters Score -3061590 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3061616.750000 Penalty: 3361.569092
	Iteration 47Q: 3 clusters Score -3061617 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3061642.500000 Penalty: 3361.569092
	Iteration 48Q: 3 clusters Score -3061642 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3061697.500000 Penalty: 3361.569092
	Iteration 49Q: 3 clusters Score -3061698 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3061708.250000 Penalty: 3361.569092
	Iteration 50Q: 3 clusters Score -3061708 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3061712.500000 Penalty: 3361.569092
	Iteration 51Q: 3 clusters Score -3061712 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3061704.250000 Penalty: 3361.569092
	Iteration 52Q: 3 clusters Score -3061704 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3061711.750000 Penalty: 3361.569092
	Iteration 53Q: 3 clusters Score -3061712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3061720.000000 Penalty: 3361.569092
	Iteration 54Q: 3 clusters Score -3061720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3061705.000000 Penalty: 3361.569092
	Iteration 55Q: 3 clusters Score -3061705 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3061702.250000 Penalty: 3361.569092
	Iteration 56Q: 3 clusters Score -3061702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3061707.750000 Penalty: 3361.569092
	Iteration 57Q: 3 clusters Score -3061708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3061695.250000 Penalty: 3361.569092
	Iteration 58Q: 3 clusters Score -3061695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3061703.250000 Penalty: 3361.569092
	Iteration 59Q: 3 clusters Score -3061703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3061707.750000 Penalty: 3361.569092
	Iteration 60F: 3 clusters Score -3061708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3061711.750000 Penalty: 3361.569092
	Iteration 61Q: 3 clusters Score -3061712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3061715.000000 Penalty: 3361.569092
	Iteration 62Q: 3 clusters Score -3061715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3061717.000000 Penalty: 3361.569092
	Iteration 63Q: 3 clusters Score -3061717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3061719.750000 Penalty: 3361.569092
	Iteration 64Q: 3 clusters Score -3061720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3061709.250000 Penalty: 3361.569092
	Iteration 65Q: 3 clusters Score -3061709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3061706.250000 Penalty: 3361.569092
	Iteration 66Q: 3 clusters Score -3061706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3061714.750000 Penalty: 3361.569092
	Iteration 67Q: 3 clusters Score -3061715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3061717.250000 Penalty: 3361.569092
	Iteration 68Q: 3 clusters Score -3061717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3061706.250000 Penalty: 3361.569092
	Iteration 69Q: 3 clusters Score -3061706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3061713.250000 Penalty: 3361.569092
	Iteration 70Q: 3 clusters Score -3061713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3061708.250000 Penalty: 3361.569092
	Iteration 71Q: 3 clusters Score -3061708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3061705.750000 Penalty: 3361.569092
	Iteration 72Q: 3 clusters Score -3061706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3061699.250000 Penalty: 3361.569092
	Iteration 73Q: 3 clusters Score -3061699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3061701.250000 Penalty: 3361.569092
	Iteration 74Q: 3 clusters Score -3061701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3061700.250000 Penalty: 3361.569092
	Iteration 75Q: 3 clusters Score -3061700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3061694.000000 Penalty: 3361.569092
	Iteration 76Q: 3 clusters Score -3061694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3061696.500000 Penalty: 3361.569092
	Iteration 77Q: 3 clusters Score -3061696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3061702.250000 Penalty: 3361.569092
	Iteration 78Q: 3 clusters Score -3061702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3061697.750000 Penalty: 3361.569092
	Iteration 79Q: 3 clusters Score -3061698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3061697.250000 Penalty: 3361.569092
	Iteration 80F: 3 clusters Score -3061697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3061696.250000 Penalty: 3361.569092
	Iteration 81Q: 3 clusters Score -3061696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3061701.500000 Penalty: 3361.569092
	Iteration 82Q: 3 clusters Score -3061702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3061707.750000 Penalty: 3361.569092
	Iteration 83Q: 3 clusters Score -3061708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3061711.500000 Penalty: 3361.569092
	Iteration 84Q: 3 clusters Score -3061712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3061715.250000 Penalty: 3361.569092
	Iteration 85Q: 3 clusters Score -3061715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3061713.750000 Penalty: 3361.569092
	Iteration 86Q: 3 clusters Score -3061714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3061705.750000 Penalty: 3361.569092
	Iteration 87Q: 3 clusters Score -3061706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3061712.000000 Penalty: 3361.569092
	Iteration 88Q: 3 clusters Score -3061712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3061710.750000 Penalty: 3361.569092
	Iteration 89Q: 3 clusters Score -3061711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3061716.250000 Penalty: 3361.569092
	Iteration 90Q: 3 clusters Score -3061716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3061718.000000 Penalty: 3361.569092
	Iteration 91Q: 3 clusters Score -3061718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3061718.500000 Penalty: 3361.569092
	Iteration 92Q: 3 clusters Score -3061718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3061709.250000 Penalty: 3361.569092
	Iteration 93Q: 3 clusters Score -3061709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3061709.250000 Penalty: 3361.569092
	Iteration 94F: 3 clusters Score -3061709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -466768.343750 Penalty: 1382.213623
	Iteration 0F: 2 clusters Score -466768.3 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 2415 members 
Entering Unmasked Estep 
Score: -462809.406250 Penalty: 2764.427246
	Iteration 0F: 3 clusters Score -462809.4 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -463959.375000 Penalty: 2764.427246
	Iteration 1F: 3 clusters Score -463959.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -464143.750000 Penalty: 2764.427246
	Iteration 2F: 3 clusters Score -464143.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -464251.312500 Penalty: 2764.427246
	Iteration 3Q: 3 clusters Score -464251.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -464317.531250 Penalty: 2764.427246
	Iteration 4Q: 3 clusters Score -464317.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -464379.343750 Penalty: 2764.427246
	Iteration 5Q: 3 clusters Score -464379.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -464429.812500 Penalty: 2764.427246
	Iteration 6Q: 3 clusters Score -464429.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -464480.875000 Penalty: 2764.427246
	Iteration 7Q: 3 clusters Score -464480.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -464535.187500 Penalty: 2764.427246
	Iteration 8Q: 3 clusters Score -464535.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -464581.062500 Penalty: 2764.427246
	Iteration 9Q: 3 clusters Score -464581.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -464631.343750 Penalty: 2764.427246
	Iteration 10Q: 3 clusters Score -464631.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -464693.562500 Penalty: 2764.427246
	Iteration 11Q: 3 clusters Score -464693.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -464758.500000 Penalty: 2764.427246
	Iteration 12Q: 3 clusters Score -464758.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -464835.281250 Penalty: 2764.427246
	Iteration 13Q: 3 clusters Score -464835.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -464905.218750 Penalty: 2764.427246
	Iteration 14Q: 3 clusters Score -464905.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -464967.031250 Penalty: 2764.427246
	Iteration 15Q: 3 clusters Score -464967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -465035.531250 Penalty: 2764.427246
	Iteration 16Q: 3 clusters Score -465035.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -465100.625000 Penalty: 2764.427246
	Iteration 17Q: 3 clusters Score -465100.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -465159.562500 Penalty: 2764.427246
	Iteration 18Q: 3 clusters Score -465159.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -465207.656250 Penalty: 2764.427246
	Iteration 19Q: 3 clusters Score -465207.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -465250.000000 Penalty: 2764.427246
	Iteration 20F: 3 clusters Score -465250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -465289.718750 Penalty: 2764.427246
	Iteration 21Q: 3 clusters Score -465289.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -465329.875000 Penalty: 2764.427246
	Iteration 22Q: 3 clusters Score -465329.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -465363.125000 Penalty: 2764.427246
	Iteration 23Q: 3 clusters Score -465363.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -465399.218750 Penalty: 2764.427246
	Iteration 24Q: 3 clusters Score -465399.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -465439.281250 Penalty: 2764.427246
	Iteration 25Q: 3 clusters Score -465439.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -465480.062500 Penalty: 2764.427246
	Iteration 26Q: 3 clusters Score -465480.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -465506.125000 Penalty: 2764.427246
	Iteration 27Q: 3 clusters Score -465506.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -465521.468750 Penalty: 2764.427246
	Iteration 28Q: 3 clusters Score -465521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -465530.281250 Penalty: 2764.427246
	Iteration 29Q: 3 clusters Score -465530.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -465538.500000 Penalty: 2764.427246
	Iteration 30Q: 3 clusters Score -465538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -465545.656250 Penalty: 2764.427246
	Iteration 31Q: 3 clusters Score -465545.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -465551.937500 Penalty: 2764.427246
	Iteration 32Q: 3 clusters Score -465551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -465555.281250 Penalty: 2764.427246
	Iteration 33Q: 3 clusters Score -465555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -465555.625000 Penalty: 2764.427246
	Iteration 34Q: 3 clusters Score -465555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -465555.625000 Penalty: 2764.427246
	Iteration 35F: 3 clusters Score -465555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Entering Unmasked Estep 
Score: -695735.500000 Penalty: 1450.105225
	Iteration 0F: 2 clusters Score -695735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -690110.562500 Penalty: 2900.210449
	Iteration 0F: 3 clusters Score -690110.6 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -692013.687500 Penalty: 2900.210449
	Iteration 1F: 3 clusters Score -692013.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -692308.375000 Penalty: 2900.210449
	Iteration 2F: 3 clusters Score -692308.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -692533.250000 Penalty: 2900.210449
	Iteration 3F: 3 clusters Score -692533.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -692712.750000 Penalty: 2900.210449
	Iteration 4Q: 3 clusters Score -692712.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -692881.687500 Penalty: 2900.210449
	Iteration 5Q: 3 clusters Score -692881.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -693061.187500 Penalty: 2900.210449
	Iteration 6Q: 3 clusters Score -693061.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -693241.687500 Penalty: 2900.210449
	Iteration 7Q: 3 clusters Score -693241.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -693454.375000 Penalty: 2900.210449
	Iteration 8Q: 3 clusters Score -693454.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -693667.187500 Penalty: 2900.210449
	Iteration 9Q: 3 clusters Score -693667.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -693866.750000 Penalty: 2900.210449
	Iteration 10Q: 3 clusters Score -693866.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -694072.437500 Penalty: 2900.210449
	Iteration 11Q: 3 clusters Score -694072.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -694242.375000 Penalty: 2900.210449
	Iteration 12Q: 3 clusters Score -694242.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -694417.375000 Penalty: 2900.210449
	Iteration 13Q: 3 clusters Score -694417.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -694586.625000 Penalty: 2900.210449
	Iteration 14Q: 3 clusters Score -694586.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -694721.062500 Penalty: 2900.210449
	Iteration 15Q: 3 clusters Score -694721.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -694808.687500 Penalty: 2900.210449
	Iteration 16Q: 3 clusters Score -694808.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -694860.187500 Penalty: 2900.210449
	Iteration 17Q: 3 clusters Score -694860.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -694903.750000 Penalty: 2900.210449
	Iteration 18Q: 3 clusters Score -694903.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -694932.312500 Penalty: 2900.210449
	Iteration 19Q: 3 clusters Score -694932.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -694952.687500 Penalty: 2900.210449
	Iteration 20F: 3 clusters Score -694952.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -694965.187500 Penalty: 2900.210449
	Iteration 21Q: 3 clusters Score -694965.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -694971.937500 Penalty: 2900.210449
	Iteration 22Q: 3 clusters Score -694971.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -694978.062500 Penalty: 2900.210449
	Iteration 23Q: 3 clusters Score -694978.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -694984.562500 Penalty: 2900.210449
	Iteration 24Q: 3 clusters Score -694984.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -694986.625000 Penalty: 2900.210449
	Iteration 25Q: 3 clusters Score -694986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -694988.562500 Penalty: 2900.210449
	Iteration 26Q: 3 clusters Score -694988.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -694991.437500 Penalty: 2900.210449
	Iteration 27Q: 3 clusters Score -694991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -694992.812500 Penalty: 2900.210449
	Iteration 28Q: 3 clusters Score -694992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -694995.000000 Penalty: 2900.210449
	Iteration 29Q: 3 clusters Score -694995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -694995.625000 Penalty: 2900.210449
	Iteration 30Q: 3 clusters Score -694995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -694997.437500 Penalty: 2900.210449
	Iteration 31Q: 3 clusters Score -694997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -694997.437500 Penalty: 2900.210449
	Iteration 32F: 3 clusters Score -694997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 34823 members 
Mstep: Class 6 contains 40006 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23956 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40716 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38714 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21305 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30119 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 39964 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31048 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780392.000000 Penalty: 96567.195312
Iteration 479Q: 46 clusters Score -4.978039e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 5323 members 
Mstep: Class 5 contains 34772 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23900 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40718 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 17103 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38712 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21307 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30118 members 
Mstep: Class 37 contains 26835 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 39517 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 31021 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49780980.000000 Penalty: 96567.195312
Iteration 480F: 46 clusters Score -4.978098e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 5317 members 
Mstep: Class 5 contains 34591 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23818 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40717 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 1276 members 
Mstep: Class 26 contains 38710 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21312 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30118 members 
Mstep: Class 37 contains 26718 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 39246 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30998 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781136.000000 Penalty: 96567.195312
Iteration 481Q: 46 clusters Score -4.978114e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 5318 members 
Mstep: Class 5 contains 34479 members 
Mstep: Class 6 contains 40009 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23719 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 18537 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 38709 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21314 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 30118 members 
Mstep: Class 37 contains 26562 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 38865 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30990 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781548.000000 Penalty: 96567.195312
Iteration 482Q: 46 clusters Score -4.978155e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5315 members 
Mstep: Class 5 contains 34396 members 
Mstep: Class 6 contains 40008 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23608 members 
Mstep: Class 9 contains 24705 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40722 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38708 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21316 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 30118 members 
Mstep: Class 37 contains 26401 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 38480 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30975 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49781912.000000 Penalty: 96567.195312
Iteration 483Q: 46 clusters Score -4.978191e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 5322 members 
Mstep: Class 5 contains 34312 members 
Mstep: Class 6 contains 40009 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23496 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40724 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 20107 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5876 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 38708 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 21317 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 30118 members 
Mstep: Class 37 contains 26245 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 38029 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30951 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782204.000000 Penalty: 96567.195312
Iteration 484Q: 46 clusters Score -4.97822e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5329 members 
Mstep: Class 5 contains 34244 members 
Mstep: Class 6 contains 40012 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23363 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40725 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 20957 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38710 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21322 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1824 members 
Mstep: Class 36 contains 30119 members 
Mstep: Class 37 contains 26084 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 37550 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30917 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782648.000000 Penalty: 96567.195312
Iteration 485Q: 46 clusters Score -4.978265e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5335 members 
Mstep: Class 5 contains 34169 members 
Mstep: Class 6 contains 40012 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23228 members 
Mstep: Class 9 contains 24704 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40723 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 21845 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6480 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 38716 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 21326 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 30118 members 
Mstep: Class 37 contains 25916 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 37065 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30879 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49782908.000000 Penalty: 96567.195312
Iteration 486Q: 46 clusters Score -4.978291e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38370 members 
Mstep: Class 4 contains 5345 members 
Mstep: Class 5 contains 34125 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 23095 members 
Mstep: Class 9 contains 24705 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 22752 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5873 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6481 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 38717 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 21332 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 30118 members 
Mstep: Class 37 contains 25712 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 36561 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30839 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783332.000000 Penalty: 96567.195312
Iteration 487Q: 46 clusters Score -4.978333e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38370 members 
Mstep: Class 4 contains 5344 members 
Mstep: Class 5 contains 34089 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22953 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40725 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 23627 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6480 members 
Mstep: Class 24 contains 12600 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 38727 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 21335 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30119 members 
Mstep: Class 37 contains 25520 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 36083 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30799 members 
Mstep: Class 44 contains 4943 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783832.000000 Penalty: 96567.195312
Iteration 488Q: 46 clusters Score -4.978383e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 5350 members 
Mstep: Class 5 contains 34086 members 
Mstep: Class 6 contains 40027 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22816 members 
Mstep: Class 9 contains 24707 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40728 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 24425 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 12600 members 
Mstep: Class 25 contains 1281 members 
Mstep: Class 26 contains 38738 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21343 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30120 members 
Mstep: Class 37 contains 25309 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 35626 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30768 members 
Mstep: Class 44 contains 4944 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784200.000000 Penalty: 96567.195312
Iteration 489Q: 46 clusters Score -4.97842e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38370 members 
Mstep: Class 4 contains 5363 members 
Mstep: Class 5 contains 34127 members 
Mstep: Class 6 contains 40035 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22685 members 
Mstep: Class 9 contains 24707 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40728 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 25188 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5876 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 38743 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1258 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21348 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30121 members 
Mstep: Class 37 contains 25066 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 35193 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30735 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784312.000000 Penalty: 96567.195312
Iteration 490Q: 46 clusters Score -4.978431e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 34161 members 
Mstep: Class 6 contains 40045 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22529 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 25962 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5875 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6480 members 
Mstep: Class 24 contains 12601 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 38756 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21345 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 30121 members 
Mstep: Class 37 contains 24828 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 34775 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30714 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784472.000000 Penalty: 96567.195312
Iteration 491Q: 46 clusters Score -4.978447e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 34201 members 
Mstep: Class 6 contains 40048 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22381 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40736 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 26689 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5873 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6481 members 
Mstep: Class 24 contains 12600 members 
Mstep: Class 25 contains 1276 members 
Mstep: Class 26 contains 38763 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 21351 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 30122 members 
Mstep: Class 37 contains 24571 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 34429 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30671 members 
Mstep: Class 44 contains 4945 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784584.000000 Penalty: 96567.195312
Iteration 492Q: 46 clusters Score -4.978458e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38368 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 34247 members 
Mstep: Class 6 contains 40052 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22236 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40741 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 27308 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5870 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 38779 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 21352 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 30123 members 
Mstep: Class 37 contains 24337 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 34151 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30635 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784792.000000 Penalty: 96567.195312
Iteration 493Q: 46 clusters Score -4.978479e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 5393 members 
Mstep: Class 5 contains 34304 members 
Mstep: Class 6 contains 40054 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22126 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40741 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5865 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 38797 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21366 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 30124 members 
Mstep: Class 37 contains 24128 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 33917 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30598 members 
Mstep: Class 44 contains 4947 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784764.000000 Penalty: 96567.195312
Iteration 494Q: 46 clusters Score -4.978476e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38369 members 
Mstep: Class 4 contains 5407 members 
Mstep: Class 5 contains 34334 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 24714 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40743 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28231 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6477 members 
Mstep: Class 24 contains 12606 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 38806 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21373 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1825 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 23924 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 33778 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30555 members 
Mstep: Class 44 contains 4948 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784656.000000 Penalty: 96567.195312
Iteration 495Q: 46 clusters Score -4.978466e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38369 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 34361 members 
Mstep: Class 6 contains 40062 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 21915 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40746 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 28654 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 12607 members 
Mstep: Class 25 contains 1264 members 
Mstep: Class 26 contains 38817 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21379 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1826 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 23707 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 33654 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30513 members 
Mstep: Class 44 contains 4948 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784460.000000 Penalty: 96567.195312
Iteration 496Q: 46 clusters Score -4.978446e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 34398 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 21836 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40747 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29026 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5859 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 12606 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38826 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21389 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1826 members 
Mstep: Class 36 contains 30128 members 
Mstep: Class 37 contains 23511 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 33528 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30477 members 
Mstep: Class 44 contains 4948 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49784136.000000 Penalty: 96567.195312
Iteration 497Q: 46 clusters Score -4.978414e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 5 contains 34417 members 
Mstep: Class 6 contains 40069 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 21770 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29357 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5858 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 1264 members 
Mstep: Class 26 contains 38834 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21397 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1826 members 
Mstep: Class 36 contains 30127 members 
Mstep: Class 37 contains 23335 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 33415 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30450 members 
Mstep: Class 44 contains 4950 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783904.000000 Penalty: 96567.195312
Iteration 498Q: 46 clusters Score -4.97839e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38363 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 34432 members 
Mstep: Class 6 contains 40071 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 24711 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29675 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5853 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12610 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 38848 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21411 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1825 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 23188 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 33300 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30396 members 
Mstep: Class 44 contains 4951 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783740.000000 Penalty: 96567.195312
Iteration 499Q: 46 clusters Score -4.978374e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 5473 members 
Mstep: Class 5 contains 34493 members 
Mstep: Class 6 contains 40075 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 21673 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40744 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 29976 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 12612 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 38853 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4985 members 
Mstep: Class 30 contains 1261 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 21420 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 30126 members 
Mstep: Class 37 contains 23018 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 33166 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 30356 members 
Mstep: Class 44 contains 4953 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49783532.000000 Penalty: 96567.195312
Iteration 500F: 46 clusters Score -4.978353e+07 nChanged 861
Maximum iterations exceeded
--- Evaluating fit on full set of 1630476 points ---
Entering Unmasked Estep 
Score: -149455728.000000 Penalty: 104600.796875
23->46 Clusters: Score -149455728.000000, best is -149564224.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 543492 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 23590 members 
Mstep: Class 3 contains 23467 members 
Mstep: Class 4 contains 23669 members 
Mstep: Class 5 contains 23395 members 
Mstep: Class 6 contains 23706 members 
Mstep: Class 7 contains 23611 members 
Mstep: Class 8 contains 23727 members 
Mstep: Class 9 contains 24006 members 
Mstep: Class 10 contains 23574 members 
Mstep: Class 11 contains 23601 members 
Mstep: Class 12 contains 23603 members 
Mstep: Class 13 contains 23729 members 
Mstep: Class 14 contains 23577 members 
Mstep: Class 15 contains 23417 members 
Mstep: Class 16 contains 23609 members 
Mstep: Class 17 contains 23697 members 
Mstep: Class 18 contains 23745 members 
Mstep: Class 19 contains 23800 members 
Mstep: Class 20 contains 23460 members 
Mstep: Class 21 contains 23707 members 
Mstep: Class 22 contains 23448 members 
Mstep: Class 23 contains 23651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 285.863708 but Gain 2145.937500
Score: -46252144.000000 Penalty: 47210.628906
Iteration 0F: 23 clusters Score -4.625214e+07 nChanged 516538
Entering Unmasked Mstep 
Mstep: Class 0 contains 948 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 28099 members 
Mstep: Class 3 contains 20753 members 
Mstep: Class 4 contains 52528 members 
Mstep: Class 5 contains 5535 members 
Mstep: Class 6 contains 39382 members 
Mstep: Class 7 contains 5712 members 
Mstep: Class 8 contains 14533 members 
Mstep: Class 9 contains 8669 members 
Mstep: Class 10 contains 47368 members 
Mstep: Class 11 contains 6939 members 
Mstep: Class 12 contains 24340 members 
Mstep: Class 13 contains 14169 members 
Mstep: Class 14 contains 51991 members 
Mstep: Class 15 contains 7172 members 
Mstep: Class 16 contains 18651 members 
Mstep: Class 17 contains 30796 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 15255 members 
Mstep: Class 20 contains 73168 members 
Mstep: Class 21 contains 39114 members 
Mstep: Class 22 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1887.711548 but Gain 2145.937500
Score: -48582004.000000 Penalty: 45064.691406
Iteration 1F: 22 clusters Score -4.8582e+07 nChanged 196674
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 36740 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 4 contains 47801 members 
Mstep: Class 6 contains 31454 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 8366 members 
Mstep: Class 9 contains 7372 members 
Mstep: Class 10 contains 49086 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 21896 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 51083 members 
Mstep: Class 15 contains 4936 members 
Mstep: Class 16 contains 15526 members 
Mstep: Class 17 contains 50896 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 14446 members 
Mstep: Class 20 contains 82594 members 
Mstep: Class 21 contains 48518 members 
Mstep: Class 22 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48931596.000000 Penalty: 45064.691406
Iteration 2F: 22 clusters Score -4.89316e+07 nChanged 148762
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 49495 members 
Mstep: Class 3 contains 10832 members 
Mstep: Class 4 contains 34726 members 
Mstep: Class 6 contains 31036 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 41702 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 19332 members 
Mstep: Class 13 contains 11604 members 
Mstep: Class 14 contains 43298 members 
Mstep: Class 15 contains 4933 members 
Mstep: Class 16 contains 13777 members 
Mstep: Class 17 contains 62074 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 14242 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 43050 members 
Mstep: Class 22 contains 7767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49065092.000000 Penalty: 45064.691406
Iteration 3F: 22 clusters Score -4.906509e+07 nChanged 112696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 59596 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 34071 members 
Mstep: Class 6 contains 34099 members 
Mstep: Class 7 contains 5426 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 40986 members 
Mstep: Class 11 contains 8874 members 
Mstep: Class 12 contains 21723 members 
Mstep: Class 13 contains 14439 members 
Mstep: Class 14 contains 45297 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 11351 members 
Mstep: Class 17 contains 65380 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 13896 members 
Mstep: Class 20 contains 91304 members 
Mstep: Class 21 contains 39613 members 
Mstep: Class 22 contains 10229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49213208.000000 Penalty: 45064.691406
Iteration 4F: 22 clusters Score -4.921321e+07 nChanged 84910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 61623 members 
Mstep: Class 3 contains 9905 members 
Mstep: Class 4 contains 35647 members 
Mstep: Class 6 contains 35166 members 
Mstep: Class 7 contains 6558 members 
Mstep: Class 8 contains 4617 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 37380 members 
Mstep: Class 11 contains 6923 members 
Mstep: Class 12 contains 25456 members 
Mstep: Class 13 contains 15953 members 
Mstep: Class 14 contains 43299 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 9737 members 
Mstep: Class 17 contains 64337 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 13588 members 
Mstep: Class 20 contains 89479 members 
Mstep: Class 21 contains 36293 members 
Mstep: Class 22 contains 12585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49317164.000000 Penalty: 45064.691406
Iteration 5F: 22 clusters Score -4.931716e+07 nChanged 69930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 61731 members 
Mstep: Class 3 contains 14379 members 
Mstep: Class 4 contains 36582 members 
Mstep: Class 6 contains 35030 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 5971 members 
Mstep: Class 10 contains 33103 members 
Mstep: Class 11 contains 5085 members 
Mstep: Class 12 contains 28882 members 
Mstep: Class 13 contains 16429 members 
Mstep: Class 14 contains 42040 members 
Mstep: Class 15 contains 7473 members 
Mstep: Class 16 contains 9067 members 
Mstep: Class 17 contains 61727 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 13417 members 
Mstep: Class 20 contains 87723 members 
Mstep: Class 21 contains 34656 members 
Mstep: Class 22 contains 14182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49401128.000000 Penalty: 45064.691406
Iteration 6F: 22 clusters Score -4.940113e+07 nChanged 59967
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 61989 members 
Mstep: Class 3 contains 21673 members 
Mstep: Class 4 contains 34563 members 
Mstep: Class 6 contains 33833 members 
Mstep: Class 7 contains 7569 members 
Mstep: Class 8 contains 5262 members 
Mstep: Class 9 contains 6089 members 
Mstep: Class 10 contains 29337 members 
Mstep: Class 11 contains 3839 members 
Mstep: Class 12 contains 31081 members 
Mstep: Class 13 contains 16517 members 
Mstep: Class 14 contains 42949 members 
Mstep: Class 15 contains 8331 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 58528 members 
Mstep: Class 18 contains 1564 members 
Mstep: Class 19 contains 13216 members 
Mstep: Class 20 contains 86310 members 
Mstep: Class 21 contains 33471 members 
Mstep: Class 22 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49474900.000000 Penalty: 45064.691406
Iteration 7F: 22 clusters Score -4.94749e+07 nChanged 50797
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 62631 members 
Mstep: Class 3 contains 29501 members 
Mstep: Class 4 contains 30819 members 
Mstep: Class 6 contains 32146 members 
Mstep: Class 7 contains 7535 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 6239 members 
Mstep: Class 10 contains 25267 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 31852 members 
Mstep: Class 13 contains 16448 members 
Mstep: Class 14 contains 45733 members 
Mstep: Class 15 contains 8796 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 57030 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 13025 members 
Mstep: Class 20 contains 85048 members 
Mstep: Class 21 contains 32566 members 
Mstep: Class 22 contains 15545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49534780.000000 Penalty: 45064.691406
Iteration 8F: 22 clusters Score -4.953478e+07 nChanged 40448
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 62993 members 
Mstep: Class 3 contains 36732 members 
Mstep: Class 4 contains 27120 members 
Mstep: Class 6 contains 30379 members 
Mstep: Class 7 contains 7414 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 21480 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 31808 members 
Mstep: Class 13 contains 16366 members 
Mstep: Class 14 contains 47858 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 8352 members 
Mstep: Class 17 contains 57767 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 12846 members 
Mstep: Class 20 contains 84111 members 
Mstep: Class 21 contains 32039 members 
Mstep: Class 22 contains 15741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49571756.000000 Penalty: 45064.691406
Iteration 9F: 22 clusters Score -4.957176e+07 nChanged 31846
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 63183 members 
Mstep: Class 3 contains 44525 members 
Mstep: Class 4 contains 24751 members 
Mstep: Class 6 contains 28737 members 
Mstep: Class 7 contains 7312 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 17962 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 31537 members 
Mstep: Class 13 contains 16285 members 
Mstep: Class 14 contains 48694 members 
Mstep: Class 15 contains 9595 members 
Mstep: Class 16 contains 8278 members 
Mstep: Class 17 contains 57429 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 12684 members 
Mstep: Class 20 contains 83788 members 
Mstep: Class 21 contains 31469 members 
Mstep: Class 22 contains 15626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49588804.000000 Penalty: 45064.691406
Iteration 10F: 22 clusters Score -4.95888e+07 nChanged 25424
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 63263 members 
Mstep: Class 3 contains 50749 members 
Mstep: Class 4 contains 24048 members 
Mstep: Class 6 contains 27393 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 5583 members 
Mstep: Class 9 contains 6486 members 
Mstep: Class 10 contains 15341 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 31402 members 
Mstep: Class 13 contains 16212 members 
Mstep: Class 14 contains 48700 members 
Mstep: Class 15 contains 10354 members 
Mstep: Class 16 contains 8166 members 
Mstep: Class 17 contains 56383 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 83593 members 
Mstep: Class 21 contains 30825 members 
Mstep: Class 22 contains 15300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49596336.000000 Penalty: 45064.691406
Iteration 11Q: 22 clusters Score -4.959634e+07 nChanged 18719
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 63203 members 
Mstep: Class 3 contains 53065 members 
Mstep: Class 4 contains 24278 members 
Mstep: Class 6 contains 26281 members 
Mstep: Class 7 contains 7138 members 
Mstep: Class 8 contains 5609 members 
Mstep: Class 9 contains 6518 members 
Mstep: Class 10 contains 14090 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 31552 members 
Mstep: Class 13 contains 16196 members 
Mstep: Class 14 contains 48332 members 
Mstep: Class 15 contains 11342 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 56687 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 12396 members 
Mstep: Class 20 contains 83219 members 
Mstep: Class 21 contains 30431 members 
Mstep: Class 22 contains 14816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49604036.000000 Penalty: 45064.691406
Iteration 12Q: 22 clusters Score -4.960404e+07 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 62869 members 
Mstep: Class 3 contains 53947 members 
Mstep: Class 4 contains 24901 members 
Mstep: Class 6 contains 25315 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 6506 members 
Mstep: Class 10 contains 13211 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 12 contains 31916 members 
Mstep: Class 13 contains 16233 members 
Mstep: Class 14 contains 47828 members 
Mstep: Class 15 contains 12451 members 
Mstep: Class 16 contains 8216 members 
Mstep: Class 17 contains 57313 members 
Mstep: Class 18 contains 1302 members 
Mstep: Class 19 contains 12242 members 
Mstep: Class 20 contains 82928 members 
Mstep: Class 21 contains 30211 members 
Mstep: Class 22 contains 14243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49610696.000000 Penalty: 45064.691406
Iteration 13Q: 22 clusters Score -4.96107e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 62352 members 
Mstep: Class 3 contains 54431 members 
Mstep: Class 4 contains 25672 members 
Mstep: Class 6 contains 24475 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 12408 members 
Mstep: Class 11 contains 2945 members 
Mstep: Class 12 contains 32521 members 
Mstep: Class 13 contains 16310 members 
Mstep: Class 14 contains 47321 members 
Mstep: Class 15 contains 13691 members 
Mstep: Class 16 contains 8400 members 
Mstep: Class 17 contains 57981 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 12081 members 
Mstep: Class 20 contains 82591 members 
Mstep: Class 21 contains 29935 members 
Mstep: Class 22 contains 13585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49616620.000000 Penalty: 45064.691406
Iteration 14Q: 22 clusters Score -4.961662e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 61814 members 
Mstep: Class 3 contains 54767 members 
Mstep: Class 4 contains 26458 members 
Mstep: Class 6 contains 23678 members 
Mstep: Class 7 contains 7027 members 
Mstep: Class 8 contains 5550 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 33326 members 
Mstep: Class 13 contains 16480 members 
Mstep: Class 14 contains 46792 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 58465 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 11884 members 
Mstep: Class 20 contains 82315 members 
Mstep: Class 21 contains 29718 members 
Mstep: Class 22 contains 12850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49622460.000000 Penalty: 45064.691406
Iteration 15Q: 22 clusters Score -4.962246e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 61333 members 
Mstep: Class 3 contains 54930 members 
Mstep: Class 4 contains 27174 members 
Mstep: Class 6 contains 22923 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 5491 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 11016 members 
Mstep: Class 11 contains 2880 members 
Mstep: Class 12 contains 34503 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 46235 members 
Mstep: Class 15 contains 16080 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 58881 members 
Mstep: Class 18 contains 1379 members 
Mstep: Class 19 contains 11694 members 
Mstep: Class 20 contains 81998 members 
Mstep: Class 21 contains 29469 members 
Mstep: Class 22 contains 12005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49627684.000000 Penalty: 45064.691406
Iteration 16Q: 22 clusters Score -4.962768e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 61043 members 
Mstep: Class 3 contains 55003 members 
Mstep: Class 4 contains 27627 members 
Mstep: Class 6 contains 22220 members 
Mstep: Class 7 contains 6980 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 6373 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 36004 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 45668 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 8960 members 
Mstep: Class 17 contains 59196 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 11532 members 
Mstep: Class 20 contains 81750 members 
Mstep: Class 21 contains 29225 members 
Mstep: Class 22 contains 11106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49632620.000000 Penalty: 45064.691406
Iteration 17Q: 22 clusters Score -4.963262e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 60768 members 
Mstep: Class 3 contains 54920 members 
Mstep: Class 4 contains 27754 members 
Mstep: Class 6 contains 21551 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 6342 members 
Mstep: Class 10 contains 10116 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 37953 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 45237 members 
Mstep: Class 15 contains 17951 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 59390 members 
Mstep: Class 18 contains 1420 members 
Mstep: Class 19 contains 11446 members 
Mstep: Class 20 contains 81354 members 
Mstep: Class 21 contains 28983 members 
Mstep: Class 22 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49637464.000000 Penalty: 45064.691406
Iteration 18Q: 22 clusters Score -4.963746e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 60538 members 
Mstep: Class 3 contains 54730 members 
Mstep: Class 4 contains 27540 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5376 members 
Mstep: Class 9 contains 6321 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 40176 members 
Mstep: Class 13 contains 17228 members 
Mstep: Class 14 contains 44870 members 
Mstep: Class 15 contains 18683 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 59483 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 81109 members 
Mstep: Class 21 contains 28694 members 
Mstep: Class 22 contains 9271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49641700.000000 Penalty: 45064.691406
Iteration 19Q: 22 clusters Score -4.96417e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 60294 members 
Mstep: Class 3 contains 54398 members 
Mstep: Class 4 contains 27066 members 
Mstep: Class 6 contains 20370 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 9954 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 42632 members 
Mstep: Class 13 contains 17338 members 
Mstep: Class 14 contains 44532 members 
Mstep: Class 15 contains 19360 members 
Mstep: Class 16 contains 9401 members 
Mstep: Class 17 contains 59496 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 11360 members 
Mstep: Class 20 contains 80918 members 
Mstep: Class 21 contains 28349 members 
Mstep: Class 22 contains 8423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49646552.000000 Penalty: 45064.691406
Iteration 20F: 22 clusters Score -4.964655e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 60071 members 
Mstep: Class 3 contains 53898 members 
Mstep: Class 4 contains 26391 members 
Mstep: Class 6 contains 19843 members 
Mstep: Class 7 contains 6956 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 10 contains 10369 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 12 contains 44875 members 
Mstep: Class 13 contains 17451 members 
Mstep: Class 14 contains 44231 members 
Mstep: Class 15 contains 19915 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 59352 members 
Mstep: Class 18 contains 1456 members 
Mstep: Class 19 contains 11342 members 
Mstep: Class 20 contains 80939 members 
Mstep: Class 21 contains 27927 members 
Mstep: Class 22 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49651308.000000 Penalty: 45064.691406
Iteration 21Q: 22 clusters Score -4.965131e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 59863 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 25671 members 
Mstep: Class 6 contains 19354 members 
Mstep: Class 7 contains 6942 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 6242 members 
Mstep: Class 10 contains 11267 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 46826 members 
Mstep: Class 13 contains 17554 members 
Mstep: Class 14 contains 43848 members 
Mstep: Class 15 contains 20366 members 
Mstep: Class 16 contains 9605 members 
Mstep: Class 17 contains 59080 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 11333 members 
Mstep: Class 20 contains 81072 members 
Mstep: Class 21 contains 27484 members 
Mstep: Class 22 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49655724.000000 Penalty: 45064.691406
Iteration 22Q: 22 clusters Score -4.965572e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 59707 members 
Mstep: Class 3 contains 52558 members 
Mstep: Class 4 contains 25081 members 
Mstep: Class 6 contains 18980 members 
Mstep: Class 7 contains 6947 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 6233 members 
Mstep: Class 10 contains 12534 members 
Mstep: Class 11 contains 3001 members 
Mstep: Class 12 contains 48571 members 
Mstep: Class 13 contains 17639 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 20629 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 58702 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 11364 members 
Mstep: Class 20 contains 81025 members 
Mstep: Class 21 contains 26990 members 
Mstep: Class 22 contains 6971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49658916.000000 Penalty: 45064.691406
Iteration 23Q: 22 clusters Score -4.965892e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 59577 members 
Mstep: Class 3 contains 51909 members 
Mstep: Class 4 contains 24657 members 
Mstep: Class 6 contains 18669 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 6216 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 49994 members 
Mstep: Class 13 contains 17693 members 
Mstep: Class 14 contains 43009 members 
Mstep: Class 15 contains 20799 members 
Mstep: Class 16 contains 9768 members 
Mstep: Class 17 contains 58240 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 81047 members 
Mstep: Class 21 contains 26519 members 
Mstep: Class 22 contains 6799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49661844.000000 Penalty: 45064.691406
Iteration 24Q: 22 clusters Score -4.966184e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 59446 members 
Mstep: Class 3 contains 51349 members 
Mstep: Class 4 contains 24337 members 
Mstep: Class 6 contains 18429 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 6195 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 3045 members 
Mstep: Class 12 contains 51014 members 
Mstep: Class 13 contains 17751 members 
Mstep: Class 14 contains 42500 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 9808 members 
Mstep: Class 17 contains 57798 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 81256 members 
Mstep: Class 21 contains 26081 members 
Mstep: Class 22 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49664612.000000 Penalty: 45064.691406
Iteration 25Q: 22 clusters Score -4.966461e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 59345 members 
Mstep: Class 3 contains 50838 members 
Mstep: Class 4 contains 24334 members 
Mstep: Class 6 contains 18247 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 6177 members 
Mstep: Class 10 contains 16692 members 
Mstep: Class 11 contains 3054 members 
Mstep: Class 12 contains 51747 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 41794 members 
Mstep: Class 15 contains 20912 members 
Mstep: Class 16 contains 9832 members 
Mstep: Class 17 contains 57436 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 11419 members 
Mstep: Class 20 contains 81389 members 
Mstep: Class 21 contains 25669 members 
Mstep: Class 22 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49667008.000000 Penalty: 45064.691406
Iteration 26Q: 22 clusters Score -4.966701e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 59283 members 
Mstep: Class 3 contains 50402 members 
Mstep: Class 4 contains 24570 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 6160 members 
Mstep: Class 10 contains 18137 members 
Mstep: Class 11 contains 3063 members 
Mstep: Class 12 contains 52307 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 40997 members 
Mstep: Class 15 contains 20938 members 
Mstep: Class 16 contains 9803 members 
Mstep: Class 17 contains 57049 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 11426 members 
Mstep: Class 20 contains 81411 members 
Mstep: Class 21 contains 25228 members 
Mstep: Class 22 contains 6778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49669120.000000 Penalty: 45064.691406
Iteration 27Q: 22 clusters Score -4.966912e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 59198 members 
Mstep: Class 3 contains 49998 members 
Mstep: Class 4 contains 25025 members 
Mstep: Class 6 contains 18071 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 19592 members 
Mstep: Class 11 contains 3073 members 
Mstep: Class 12 contains 52716 members 
Mstep: Class 13 contains 17905 members 
Mstep: Class 14 contains 40131 members 
Mstep: Class 15 contains 20941 members 
Mstep: Class 16 contains 9756 members 
Mstep: Class 17 contains 56672 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 81368 members 
Mstep: Class 21 contains 24830 members 
Mstep: Class 22 contains 6832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49671444.000000 Penalty: 45064.691406
Iteration 28Q: 22 clusters Score -4.967144e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 59146 members 
Mstep: Class 3 contains 49650 members 
Mstep: Class 4 contains 25586 members 
Mstep: Class 6 contains 18061 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 21005 members 
Mstep: Class 11 contains 3078 members 
Mstep: Class 12 contains 53038 members 
Mstep: Class 13 contains 17935 members 
Mstep: Class 14 contains 39304 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 16 contains 9695 members 
Mstep: Class 17 contains 56303 members 
Mstep: Class 18 contains 1437 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 81149 members 
Mstep: Class 21 contains 24487 members 
Mstep: Class 22 contains 6899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49673664.000000 Penalty: 45064.691406
Iteration 29Q: 22 clusters Score -4.967366e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 59127 members 
Mstep: Class 3 contains 49342 members 
Mstep: Class 4 contains 26302 members 
Mstep: Class 6 contains 18047 members 
Mstep: Class 7 contains 6953 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 6125 members 
Mstep: Class 10 contains 22380 members 
Mstep: Class 11 contains 3085 members 
Mstep: Class 12 contains 53310 members 
Mstep: Class 13 contains 17952 members 
Mstep: Class 14 contains 38432 members 
Mstep: Class 15 contains 20862 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 56002 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 11454 members 
Mstep: Class 20 contains 80692 members 
Mstep: Class 21 contains 24205 members 
Mstep: Class 22 contains 6961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49675964.000000 Penalty: 45064.691406
Iteration 30Q: 22 clusters Score -4.967596e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 59099 members 
Mstep: Class 3 contains 49110 members 
Mstep: Class 4 contains 27025 members 
Mstep: Class 6 contains 18046 members 
Mstep: Class 7 contains 6929 members 
Mstep: Class 8 contains 5340 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 23660 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 53548 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 37640 members 
Mstep: Class 15 contains 20832 members 
Mstep: Class 16 contains 9547 members 
Mstep: Class 17 contains 55681 members 
Mstep: Class 18 contains 1432 members 
Mstep: Class 19 contains 11464 members 
Mstep: Class 20 contains 80247 members 
Mstep: Class 21 contains 23955 members 
Mstep: Class 22 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49677768.000000 Penalty: 45064.691406
Iteration 31Q: 22 clusters Score -4.967777e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 59061 members 
Mstep: Class 3 contains 48929 members 
Mstep: Class 4 contains 27745 members 
Mstep: Class 6 contains 18046 members 
Mstep: Class 7 contains 6916 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 24831 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 53735 members 
Mstep: Class 13 contains 17983 members 
Mstep: Class 14 contains 36908 members 
Mstep: Class 15 contains 20761 members 
Mstep: Class 16 contains 9485 members 
Mstep: Class 17 contains 55406 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 11464 members 
Mstep: Class 20 contains 79809 members 
Mstep: Class 21 contains 23717 members 
Mstep: Class 22 contains 7056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49679096.000000 Penalty: 45064.691406
Iteration 32Q: 22 clusters Score -4.96791e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 59001 members 
Mstep: Class 3 contains 48817 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 6 contains 18063 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 25865 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 53951 members 
Mstep: Class 13 contains 17999 members 
Mstep: Class 14 contains 36246 members 
Mstep: Class 15 contains 20718 members 
Mstep: Class 16 contains 9413 members 
Mstep: Class 17 contains 55183 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 11472 members 
Mstep: Class 20 contains 79254 members 
Mstep: Class 21 contains 23522 members 
Mstep: Class 22 contains 7092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49680328.000000 Penalty: 45064.691406
Iteration 33Q: 22 clusters Score -4.968033e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 58936 members 
Mstep: Class 3 contains 48774 members 
Mstep: Class 4 contains 29053 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 5347 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 26817 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 12 contains 54184 members 
Mstep: Class 13 contains 18012 members 
Mstep: Class 14 contains 35669 members 
Mstep: Class 15 contains 20697 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 55007 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 11476 members 
Mstep: Class 20 contains 78574 members 
Mstep: Class 21 contains 23355 members 
Mstep: Class 22 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49680072.000000 Penalty: 45064.691406
Iteration 34Q: 22 clusters Score -4.968007e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 58825 members 
Mstep: Class 3 contains 48765 members 
Mstep: Class 4 contains 29665 members 
Mstep: Class 6 contains 18151 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 5351 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 27813 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 54407 members 
Mstep: Class 13 contains 18026 members 
Mstep: Class 14 contains 35172 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 9300 members 
Mstep: Class 17 contains 54841 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 11477 members 
Mstep: Class 20 contains 77688 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 7151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49679604.000000 Penalty: 45064.691406
Iteration 35Q: 22 clusters Score -4.96796e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 58713 members 
Mstep: Class 3 contains 48774 members 
Mstep: Class 4 contains 30232 members 
Mstep: Class 6 contains 18265 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 28781 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 54671 members 
Mstep: Class 13 contains 18022 members 
Mstep: Class 14 contains 34719 members 
Mstep: Class 15 contains 20854 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 54683 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 11481 members 
Mstep: Class 20 contains 76616 members 
Mstep: Class 21 contains 23062 members 
Mstep: Class 22 contains 7193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49677576.000000 Penalty: 45064.691406
Iteration 36Q: 22 clusters Score -4.967758e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 58632 members 
Mstep: Class 3 contains 48797 members 
Mstep: Class 4 contains 30756 members 
Mstep: Class 6 contains 18474 members 
Mstep: Class 7 contains 6911 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 29820 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 54926 members 
Mstep: Class 13 contains 18020 members 
Mstep: Class 14 contains 34301 members 
Mstep: Class 15 contains 21136 members 
Mstep: Class 16 contains 9154 members 
Mstep: Class 17 contains 54620 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 75096 members 
Mstep: Class 21 contains 22963 members 
Mstep: Class 22 contains 7241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49673612.000000 Penalty: 45064.691406
Iteration 37Q: 22 clusters Score -4.967361e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 58570 members 
Mstep: Class 3 contains 48913 members 
Mstep: Class 4 contains 31258 members 
Mstep: Class 6 contains 18767 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 31055 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 55216 members 
Mstep: Class 13 contains 18017 members 
Mstep: Class 14 contains 33978 members 
Mstep: Class 15 contains 21526 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 17 contains 54579 members 
Mstep: Class 18 contains 1418 members 
Mstep: Class 19 contains 11491 members 
Mstep: Class 20 contains 72932 members 
Mstep: Class 21 contains 22872 members 
Mstep: Class 22 contains 7287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49666552.000000 Penalty: 45064.691406
Iteration 38Q: 22 clusters Score -4.966655e+07 nChanged 6510
Entering ConstructFrom: 
Score: -49666552.000000 Penalty: 45064.691406
Entering ConstructFrom: 
Trying to split cluster 1 (24924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Entering Unmasked Estep 
Score: -2266555.750000 Penalty: 1645.082886
	Iteration 0F: 2 clusters Score -2266556 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 12500 members 
Entering Unmasked Estep 
Score: -2249624.750000 Penalty: 3290.165771
	Iteration 0F: 3 clusters Score -2249625 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2256278.000000 Penalty: 3290.165771
	Iteration 1F: 3 clusters Score -2256278 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2257299.500000 Penalty: 3290.165771
	Iteration 2F: 3 clusters Score -2257300 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2258760.250000 Penalty: 3290.165771
	Iteration 3F: 3 clusters Score -2258760 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2260726.250000 Penalty: 3290.165771
	Iteration 4F: 3 clusters Score -2260726 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2262943.500000 Penalty: 3290.165771
	Iteration 5F: 3 clusters Score -2262944 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2264868.750000 Penalty: 3290.165771
	Iteration 6F: 3 clusters Score -2264869 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2266192.250000 Penalty: 3290.165771
	Iteration 7F: 3 clusters Score -2266192 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2267059.250000 Penalty: 3290.165771
	Iteration 8Q: 3 clusters Score -2267059 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2267549.000000 Penalty: 3290.165771
	Iteration 9Q: 3 clusters Score -2267549 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2267795.000000 Penalty: 3290.165771
	Iteration 10Q: 3 clusters Score -2267795 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2267962.750000 Penalty: 3290.165771
	Iteration 11Q: 3 clusters Score -2267963 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2268142.000000 Penalty: 3290.165771
	Iteration 12Q: 3 clusters Score -2268142 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2268383.750000 Penalty: 3290.165771
	Iteration 13Q: 3 clusters Score -2268384 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2268734.750000 Penalty: 3290.165771
	Iteration 14Q: 3 clusters Score -2268735 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2269086.250000 Penalty: 3290.165771
	Iteration 15Q: 3 clusters Score -2269086 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2269332.500000 Penalty: 3290.165771
	Iteration 16Q: 3 clusters Score -2269332 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2269452.000000 Penalty: 3290.165771
	Iteration 17Q: 3 clusters Score -2269452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2269517.000000 Penalty: 3290.165771
	Iteration 18Q: 3 clusters Score -2269517 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2269540.000000 Penalty: 3290.165771
	Iteration 19Q: 3 clusters Score -2269540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2269550.250000 Penalty: 3290.165771
	Iteration 20F: 3 clusters Score -2269550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2269565.750000 Penalty: 3290.165771
	Iteration 21Q: 3 clusters Score -2269566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2269572.750000 Penalty: 3290.165771
	Iteration 22Q: 3 clusters Score -2269573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2269570.500000 Penalty: 3290.165771
	Iteration 23Q: 3 clusters Score -2269570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2269572.000000 Penalty: 3290.165771
	Iteration 24Q: 3 clusters Score -2269572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2269574.000000 Penalty: 3290.165771
	Iteration 25Q: 3 clusters Score -2269574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2269577.250000 Penalty: 3290.165771
	Iteration 26Q: 3 clusters Score -2269577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2269579.000000 Penalty: 3290.165771
	Iteration 27Q: 3 clusters Score -2269579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2269577.500000 Penalty: 3290.165771
	Iteration 28Q: 3 clusters Score -2269578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2269583.000000 Penalty: 3290.165771
	Iteration 29Q: 3 clusters Score -2269583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2269579.000000 Penalty: 3290.165771
	Iteration 30Q: 3 clusters Score -2269579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2269579.000000 Penalty: 3290.165771
	Iteration 31Q: 3 clusters Score -2269579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2269579.000000 Penalty: 3290.165771
	Iteration 32Q: 3 clusters Score -2269579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2269579.000000 Penalty: 3290.165771
	Iteration 33F: 3 clusters Score -2269579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 12261 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 55516 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Entering Unmasked Estep 
Score: -49654204.000000 Penalty: 47210.628906
Splitting cluster 1 changes total score from -49666552.000000 to -49654204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Entering Unmasked Estep 
Score: -5419932.000000 Penalty: 1783.757568
	Iteration 0F: 2 clusters Score -5419932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -5392111.500000 Penalty: 3567.515137
	Iteration 0F: 3 clusters Score -5392112 nChanged 27760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -5408139.000000 Penalty: 3567.515137
	Iteration 1F: 3 clusters Score -5408139 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -5409295.500000 Penalty: 3567.515137
	Iteration 2Q: 3 clusters Score -5409296 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -5410984.000000 Penalty: 3567.515137
	Iteration 3F: 3 clusters Score -5410984 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5412993.500000 Penalty: 3567.515137
	Iteration 4F: 3 clusters Score -5412994 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5415113.500000 Penalty: 3567.515137
	Iteration 5F: 3 clusters Score -5415114 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -5416719.500000 Penalty: 3567.515137
	Iteration 6F: 3 clusters Score -5416720 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -5417891.500000 Penalty: 3567.515137
	Iteration 7F: 3 clusters Score -5417892 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -5418537.000000 Penalty: 3567.515137
	Iteration 8Q: 3 clusters Score -5418537 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -5419004.500000 Penalty: 3567.515137
	Iteration 9Q: 3 clusters Score -5419004 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -5419357.500000 Penalty: 3567.515137
	Iteration 10Q: 3 clusters Score -5419358 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -5419511.000000 Penalty: 3567.515137
	Iteration 11Q: 3 clusters Score -5419511 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -5419616.500000 Penalty: 3567.515137
	Iteration 12Q: 3 clusters Score -5419616 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -5419609.500000 Penalty: 3567.515137
	Iteration 13Q: 3 clusters Score -5419610 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -5419644.000000 Penalty: 3567.515137
	Iteration 14Q: 3 clusters Score -5419644 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -5419628.500000 Penalty: 3567.515137
	Iteration 15Q: 3 clusters Score -5419628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -5419665.500000 Penalty: 3567.515137
	Iteration 16Q: 3 clusters Score -5419666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -5419704.000000 Penalty: 3567.515137
	Iteration 17Q: 3 clusters Score -5419704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -5419749.000000 Penalty: 3567.515137
	Iteration 18Q: 3 clusters Score -5419749 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -5419776.500000 Penalty: 3567.515137
	Iteration 19Q: 3 clusters Score -5419776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -5419796.000000 Penalty: 3567.515137
	Iteration 20F: 3 clusters Score -5419796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -5419829.000000 Penalty: 3567.515137
	Iteration 21Q: 3 clusters Score -5419829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -5419828.500000 Penalty: 3567.515137
	Iteration 22Q: 3 clusters Score -5419828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -5419812.500000 Penalty: 3567.515137
	Iteration 23Q: 3 clusters Score -5419812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -5419825.500000 Penalty: 3567.515137
	Iteration 24Q: 3 clusters Score -5419826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -5419820.500000 Penalty: 3567.515137
	Iteration 25Q: 3 clusters Score -5419820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -5419830.500000 Penalty: 3567.515137
	Iteration 26Q: 3 clusters Score -5419830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -5419808.000000 Penalty: 3567.515137
	Iteration 27Q: 3 clusters Score -5419808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -5419826.500000 Penalty: 3567.515137
	Iteration 28Q: 3 clusters Score -5419826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -5419826.500000 Penalty: 3567.515137
	Iteration 29Q: 3 clusters Score -5419826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -5419836.500000 Penalty: 3567.515137
	Iteration 30Q: 3 clusters Score -5419836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -5419847.000000 Penalty: 3567.515137
	Iteration 31Q: 3 clusters Score -5419847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -5419847.500000 Penalty: 3567.515137
	Iteration 32Q: 3 clusters Score -5419848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -5419839.000000 Penalty: 3567.515137
	Iteration 33Q: 3 clusters Score -5419839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -5419823.000000 Penalty: 3567.515137
	Iteration 34Q: 3 clusters Score -5419823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -5419832.500000 Penalty: 3567.515137
	Iteration 35Q: 3 clusters Score -5419832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -5419829.500000 Penalty: 3567.515137
	Iteration 36Q: 3 clusters Score -5419830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -5419834.000000 Penalty: 3567.515137
	Iteration 37Q: 3 clusters Score -5419834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -5419844.000000 Penalty: 3567.515137
	Iteration 38Q: 3 clusters Score -5419844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -5419863.500000 Penalty: 3567.515137
	Iteration 39Q: 3 clusters Score -5419864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -5419868.000000 Penalty: 3567.515137
	Iteration 40F: 3 clusters Score -5419868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -5419865.000000 Penalty: 3567.515137
	Iteration 41Q: 3 clusters Score -5419865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -5419873.000000 Penalty: 3567.515137
	Iteration 42Q: 3 clusters Score -5419873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -5419881.000000 Penalty: 3567.515137
	Iteration 43Q: 3 clusters Score -5419881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -5419875.000000 Penalty: 3567.515137
	Iteration 44Q: 3 clusters Score -5419875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -5419899.500000 Penalty: 3567.515137
	Iteration 45Q: 3 clusters Score -5419900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -5419917.500000 Penalty: 3567.515137
	Iteration 46Q: 3 clusters Score -5419918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -5419941.000000 Penalty: 3567.515137
	Iteration 47Q: 3 clusters Score -5419941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -5419959.000000 Penalty: 3567.515137
	Iteration 48Q: 3 clusters Score -5419959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -5419984.500000 Penalty: 3567.515137
	Iteration 49Q: 3 clusters Score -5419984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -5419991.000000 Penalty: 3567.515137
	Iteration 50Q: 3 clusters Score -5419991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -5419982.000000 Penalty: 3567.515137
	Iteration 51Q: 3 clusters Score -5419982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -5419986.000000 Penalty: 3567.515137
	Iteration 52Q: 3 clusters Score -5419986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -5419995.500000 Penalty: 3567.515137
	Iteration 53Q: 3 clusters Score -5419996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -5419996.500000 Penalty: 3567.515137
	Iteration 54Q: 3 clusters Score -5419996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -5420002.500000 Penalty: 3567.515137
	Iteration 55Q: 3 clusters Score -5420002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -5419997.500000 Penalty: 3567.515137
	Iteration 56Q: 3 clusters Score -5419998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -5420001.000000 Penalty: 3567.515137
	Iteration 57Q: 3 clusters Score -5420001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -5419991.500000 Penalty: 3567.515137
	Iteration 58Q: 3 clusters Score -5419992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -5419993.000000 Penalty: 3567.515137
	Iteration 59Q: 3 clusters Score -5419993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -5420004.500000 Penalty: 3567.515137
	Iteration 60F: 3 clusters Score -5420004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -5420013.500000 Penalty: 3567.515137
	Iteration 61Q: 3 clusters Score -5420014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -5420018.000000 Penalty: 3567.515137
	Iteration 62Q: 3 clusters Score -5420018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -5420028.500000 Penalty: 3567.515137
	Iteration 63Q: 3 clusters Score -5420028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -5420021.500000 Penalty: 3567.515137
	Iteration 64Q: 3 clusters Score -5420022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -5420028.500000 Penalty: 3567.515137
	Iteration 65Q: 3 clusters Score -5420028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -5420028.000000 Penalty: 3567.515137
	Iteration 66Q: 3 clusters Score -5420028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -5420033.000000 Penalty: 3567.515137
	Iteration 67Q: 3 clusters Score -5420033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -5420030.500000 Penalty: 3567.515137
	Iteration 68Q: 3 clusters Score -5420030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -5420030.500000 Penalty: 3567.515137
	Iteration 69F: 3 clusters Score -5420030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 57235 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 55516 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Entering Unmasked Estep 
Score: -49651440.000000 Penalty: 47210.628906
Splitting cluster 2 changes total score from -49666552.000000 to -49651440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (49068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Entering Unmasked Estep 
Score: -4665374.000000 Penalty: 1755.156372
	Iteration 0F: 2 clusters Score -4665374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4639932.500000 Penalty: 3510.312744
	Iteration 0F: 3 clusters Score -4639932 nChanged 22944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4652674.500000 Penalty: 3510.312744
	Iteration 1F: 3 clusters Score -4652674 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -4653232.000000 Penalty: 3510.312744
	Iteration 2Q: 3 clusters Score -4653232 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4653910.000000 Penalty: 3510.312744
	Iteration 3Q: 3 clusters Score -4653910 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4654810.500000 Penalty: 3510.312744
	Iteration 4Q: 3 clusters Score -4654810 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4656212.500000 Penalty: 3510.312744
	Iteration 5F: 3 clusters Score -4656212 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4658399.000000 Penalty: 3510.312744
	Iteration 6F: 3 clusters Score -4658399 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4660474.000000 Penalty: 3510.312744
	Iteration 7F: 3 clusters Score -4660474 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -4661993.000000 Penalty: 3510.312744
	Iteration 8F: 3 clusters Score -4661993 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -4663151.000000 Penalty: 3510.312744
	Iteration 9Q: 3 clusters Score -4663151 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -4663998.000000 Penalty: 3510.312744
	Iteration 10Q: 3 clusters Score -4663998 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -4664686.500000 Penalty: 3510.312744
	Iteration 11Q: 3 clusters Score -4664686 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -4665190.000000 Penalty: 3510.312744
	Iteration 12Q: 3 clusters Score -4665190 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -4665565.500000 Penalty: 3510.312744
	Iteration 13Q: 3 clusters Score -4665566 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -4666017.000000 Penalty: 3510.312744
	Iteration 14Q: 3 clusters Score -4666017 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -4666447.500000 Penalty: 3510.312744
	Iteration 15Q: 3 clusters Score -4666448 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -4666856.000000 Penalty: 3510.312744
	Iteration 16Q: 3 clusters Score -4666856 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -4667214.000000 Penalty: 3510.312744
	Iteration 17Q: 3 clusters Score -4667214 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -4667477.000000 Penalty: 3510.312744
	Iteration 18Q: 3 clusters Score -4667477 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -4667715.500000 Penalty: 3510.312744
	Iteration 19Q: 3 clusters Score -4667716 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -4667871.000000 Penalty: 3510.312744
	Iteration 20F: 3 clusters Score -4667871 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -4668040.000000 Penalty: 3510.312744
	Iteration 21Q: 3 clusters Score -4668040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -4668119.000000 Penalty: 3510.312744
	Iteration 22Q: 3 clusters Score -4668119 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -4668195.500000 Penalty: 3510.312744
	Iteration 23Q: 3 clusters Score -4668196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -4668240.000000 Penalty: 3510.312744
	Iteration 24Q: 3 clusters Score -4668240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4668292.000000 Penalty: 3510.312744
	Iteration 25Q: 3 clusters Score -4668292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -4668309.000000 Penalty: 3510.312744
	Iteration 26Q: 3 clusters Score -4668309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -4668338.000000 Penalty: 3510.312744
	Iteration 27Q: 3 clusters Score -4668338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -4668357.500000 Penalty: 3510.312744
	Iteration 28Q: 3 clusters Score -4668358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4668365.500000 Penalty: 3510.312744
	Iteration 29Q: 3 clusters Score -4668366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4668377.000000 Penalty: 3510.312744
	Iteration 30Q: 3 clusters Score -4668377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4668383.500000 Penalty: 3510.312744
	Iteration 31Q: 3 clusters Score -4668384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -4668390.500000 Penalty: 3510.312744
	Iteration 32Q: 3 clusters Score -4668390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -4668391.500000 Penalty: 3510.312744
	Iteration 33Q: 3 clusters Score -4668392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4668395.500000 Penalty: 3510.312744
	Iteration 34Q: 3 clusters Score -4668396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4668400.000000 Penalty: 3510.312744
	Iteration 35Q: 3 clusters Score -4668400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -4668404.500000 Penalty: 3510.312744
	Iteration 36Q: 3 clusters Score -4668404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -4668409.500000 Penalty: 3510.312744
	Iteration 37Q: 3 clusters Score -4668410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4668406.000000 Penalty: 3510.312744
	Iteration 38Q: 3 clusters Score -4668406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4668415.000000 Penalty: 3510.312744
	Iteration 39Q: 3 clusters Score -4668415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4668413.500000 Penalty: 3510.312744
	Iteration 40F: 3 clusters Score -4668414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -4668417.000000 Penalty: 3510.312744
	Iteration 41Q: 3 clusters Score -4668417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -4668415.500000 Penalty: 3510.312744
	Iteration 42Q: 3 clusters Score -4668416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -4668414.500000 Penalty: 3510.312744
	Iteration 43Q: 3 clusters Score -4668414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -4668414.500000 Penalty: 3510.312744
	Iteration 44F: 3 clusters Score -4668414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 7662 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 55516 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Entering Unmasked Estep 
Score: -49654260.000000 Penalty: 47210.628906
Splitting cluster 3 changes total score from -49666552.000000 to -49654260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (31841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Entering Unmasked Estep 
Score: -3127251.000000 Penalty: 1684.882935
	Iteration 0F: 2 clusters Score -3127251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3106841.250000 Penalty: 3369.765869
	Iteration 0F: 3 clusters Score -3106841 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3114786.750000 Penalty: 3369.765869
	Iteration 1F: 3 clusters Score -3114787 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3115208.500000 Penalty: 3369.765869
	Iteration 2Q: 3 clusters Score -3115208 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3115708.250000 Penalty: 3369.765869
	Iteration 3Q: 3 clusters Score -3115708 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3116319.000000 Penalty: 3369.765869
	Iteration 4Q: 3 clusters Score -3116319 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3117218.500000 Penalty: 3369.765869
	Iteration 5F: 3 clusters Score -3117218 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3118346.750000 Penalty: 3369.765869
	Iteration 6F: 3 clusters Score -3118347 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3119661.000000 Penalty: 3369.765869
	Iteration 7F: 3 clusters Score -3119661 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3120795.750000 Penalty: 3369.765869
	Iteration 8F: 3 clusters Score -3120796 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3121755.000000 Penalty: 3369.765869
	Iteration 9Q: 3 clusters Score -3121755 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3122484.750000 Penalty: 3369.765869
	Iteration 10Q: 3 clusters Score -3122485 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3122937.250000 Penalty: 3369.765869
	Iteration 11Q: 3 clusters Score -3122937 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3123235.750000 Penalty: 3369.765869
	Iteration 12Q: 3 clusters Score -3123236 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3123517.000000 Penalty: 3369.765869
	Iteration 13Q: 3 clusters Score -3123517 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3123784.250000 Penalty: 3369.765869
	Iteration 14Q: 3 clusters Score -3123784 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3123960.250000 Penalty: 3369.765869
	Iteration 15Q: 3 clusters Score -3123960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3124089.000000 Penalty: 3369.765869
	Iteration 16Q: 3 clusters Score -3124089 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3124162.500000 Penalty: 3369.765869
	Iteration 17Q: 3 clusters Score -3124162 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3124232.750000 Penalty: 3369.765869
	Iteration 18Q: 3 clusters Score -3124233 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3124277.500000 Penalty: 3369.765869
	Iteration 19Q: 3 clusters Score -3124278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3124317.250000 Penalty: 3369.765869
	Iteration 20F: 3 clusters Score -3124317 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3124347.000000 Penalty: 3369.765869
	Iteration 21Q: 3 clusters Score -3124347 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3124373.750000 Penalty: 3369.765869
	Iteration 22Q: 3 clusters Score -3124374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3124392.250000 Penalty: 3369.765869
	Iteration 23Q: 3 clusters Score -3124392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3124440.500000 Penalty: 3369.765869
	Iteration 24Q: 3 clusters Score -3124440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3124471.000000 Penalty: 3369.765869
	Iteration 25Q: 3 clusters Score -3124471 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3124501.000000 Penalty: 3369.765869
	Iteration 26Q: 3 clusters Score -3124501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3124541.000000 Penalty: 3369.765869
	Iteration 27Q: 3 clusters Score -3124541 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3124562.250000 Penalty: 3369.765869
	Iteration 28Q: 3 clusters Score -3124562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3124580.500000 Penalty: 3369.765869
	Iteration 29Q: 3 clusters Score -3124580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3124598.250000 Penalty: 3369.765869
	Iteration 30Q: 3 clusters Score -3124598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3124621.250000 Penalty: 3369.765869
	Iteration 31Q: 3 clusters Score -3124621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3124634.000000 Penalty: 3369.765869
	Iteration 32Q: 3 clusters Score -3124634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3124647.250000 Penalty: 3369.765869
	Iteration 33Q: 3 clusters Score -3124647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3124657.250000 Penalty: 3369.765869
	Iteration 34Q: 3 clusters Score -3124657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3124660.750000 Penalty: 3369.765869
	Iteration 35Q: 3 clusters Score -3124661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3124672.000000 Penalty: 3369.765869
	Iteration 36Q: 3 clusters Score -3124672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3124671.250000 Penalty: 3369.765869
	Iteration 37Q: 3 clusters Score -3124671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3124663.500000 Penalty: 3369.765869
	Iteration 38Q: 3 clusters Score -3124664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3124666.500000 Penalty: 3369.765869
	Iteration 39Q: 3 clusters Score -3124666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3124676.000000 Penalty: 3369.765869
	Iteration 40F: 3 clusters Score -3124676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3124675.000000 Penalty: 3369.765869
	Iteration 41Q: 3 clusters Score -3124675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3124679.000000 Penalty: 3369.765869
	Iteration 42Q: 3 clusters Score -3124679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3124678.750000 Penalty: 3369.765869
	Iteration 43Q: 3 clusters Score -3124679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3124684.250000 Penalty: 3369.765869
	Iteration 44Q: 3 clusters Score -3124684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3124684.750000 Penalty: 3369.765869
	Iteration 45Q: 3 clusters Score -3124685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3124682.500000 Penalty: 3369.765869
	Iteration 46Q: 3 clusters Score -3124682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3124682.750000 Penalty: 3369.765869
	Iteration 47Q: 3 clusters Score -3124683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3124685.250000 Penalty: 3369.765869
	Iteration 48Q: 3 clusters Score -3124685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3124681.000000 Penalty: 3369.765869
	Iteration 49Q: 3 clusters Score -3124681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3124693.000000 Penalty: 3369.765869
	Iteration 50Q: 3 clusters Score -3124693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3124699.750000 Penalty: 3369.765869
	Iteration 51Q: 3 clusters Score -3124700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3124714.250000 Penalty: 3369.765869
	Iteration 52Q: 3 clusters Score -3124714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3124719.750000 Penalty: 3369.765869
	Iteration 53Q: 3 clusters Score -3124720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3124721.750000 Penalty: 3369.765869
	Iteration 54Q: 3 clusters Score -3124722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3124727.500000 Penalty: 3369.765869
	Iteration 55Q: 3 clusters Score -3124728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3124736.250000 Penalty: 3369.765869
	Iteration 56Q: 3 clusters Score -3124736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3124732.250000 Penalty: 3369.765869
	Iteration 57Q: 3 clusters Score -3124732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3124745.250000 Penalty: 3369.765869
	Iteration 58Q: 3 clusters Score -3124745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3124762.250000 Penalty: 3369.765869
	Iteration 59Q: 3 clusters Score -3124762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3124778.750000 Penalty: 3369.765869
	Iteration 60F: 3 clusters Score -3124779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3124788.250000 Penalty: 3369.765869
	Iteration 61Q: 3 clusters Score -3124788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3124793.500000 Penalty: 3369.765869
	Iteration 62Q: 3 clusters Score -3124794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3124795.250000 Penalty: 3369.765869
	Iteration 63Q: 3 clusters Score -3124795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3124793.750000 Penalty: 3369.765869
	Iteration 64Q: 3 clusters Score -3124794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3124803.500000 Penalty: 3369.765869
	Iteration 65Q: 3 clusters Score -3124804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3124811.250000 Penalty: 3369.765869
	Iteration 66Q: 3 clusters Score -3124811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3124817.000000 Penalty: 3369.765869
	Iteration 67Q: 3 clusters Score -3124817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3124822.500000 Penalty: 3369.765869
	Iteration 68Q: 3 clusters Score -3124822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3124825.250000 Penalty: 3369.765869
	Iteration 69Q: 3 clusters Score -3124825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3124819.500000 Penalty: 3369.765869
	Iteration 70Q: 3 clusters Score -3124820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3124818.750000 Penalty: 3369.765869
	Iteration 71Q: 3 clusters Score -3124819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3124826.250000 Penalty: 3369.765869
	Iteration 72Q: 3 clusters Score -3124826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3124832.500000 Penalty: 3369.765869
	Iteration 73Q: 3 clusters Score -3124832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3124842.250000 Penalty: 3369.765869
	Iteration 74Q: 3 clusters Score -3124842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3124858.000000 Penalty: 3369.765869
	Iteration 75Q: 3 clusters Score -3124858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3124853.250000 Penalty: 3369.765869
	Iteration 76Q: 3 clusters Score -3124853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3124860.250000 Penalty: 3369.765869
	Iteration 77Q: 3 clusters Score -3124860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3124858.500000 Penalty: 3369.765869
	Iteration 78Q: 3 clusters Score -3124858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3124852.750000 Penalty: 3369.765869
	Iteration 79Q: 3 clusters Score -3124853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3124857.250000 Penalty: 3369.765869
	Iteration 80F: 3 clusters Score -3124857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3124852.500000 Penalty: 3369.765869
	Iteration 81Q: 3 clusters Score -3124852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3124842.250000 Penalty: 3369.765869
	Iteration 82Q: 3 clusters Score -3124842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3124842.750000 Penalty: 3369.765869
	Iteration 83Q: 3 clusters Score -3124843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3124831.750000 Penalty: 3369.765869
	Iteration 84Q: 3 clusters Score -3124832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3124834.500000 Penalty: 3369.765869
	Iteration 85Q: 3 clusters Score -3124834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3124820.000000 Penalty: 3369.765869
	Iteration 86Q: 3 clusters Score -3124820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3124808.250000 Penalty: 3369.765869
	Iteration 87Q: 3 clusters Score -3124808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3124820.500000 Penalty: 3369.765869
	Iteration 88Q: 3 clusters Score -3124820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3124828.750000 Penalty: 3369.765869
	Iteration 89Q: 3 clusters Score -3124829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3124825.750000 Penalty: 3369.765869
	Iteration 90Q: 3 clusters Score -3124826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3124824.500000 Penalty: 3369.765869
	Iteration 91Q: 3 clusters Score -3124824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3124829.250000 Penalty: 3369.765869
	Iteration 92Q: 3 clusters Score -3124829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3124820.750000 Penalty: 3369.765869
	Iteration 93Q: 3 clusters Score -3124821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3124824.250000 Penalty: 3369.765869
	Iteration 94Q: 3 clusters Score -3124824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3124825.750000 Penalty: 3369.765869
	Iteration 95Q: 3 clusters Score -3124826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3124832.250000 Penalty: 3369.765869
	Iteration 96Q: 3 clusters Score -3124832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3124837.250000 Penalty: 3369.765869
	Iteration 97Q: 3 clusters Score -3124837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3124844.000000 Penalty: 3369.765869
	Iteration 98Q: 3 clusters Score -3124844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3124859.000000 Penalty: 3369.765869
	Iteration 99Q: 3 clusters Score -3124859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3124863.750000 Penalty: 3369.765869
	Iteration 100F: 3 clusters Score -3124864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3124867.750000 Penalty: 3369.765869
	Iteration 101Q: 3 clusters Score -3124868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3124866.250000 Penalty: 3369.765869
	Iteration 102Q: 3 clusters Score -3124866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3124874.500000 Penalty: 3369.765869
	Iteration 103Q: 3 clusters Score -3124874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3124867.500000 Penalty: 3369.765869
	Iteration 104Q: 3 clusters Score -3124868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3124862.000000 Penalty: 3369.765869
	Iteration 105Q: 3 clusters Score -3124862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3124867.250000 Penalty: 3369.765869
	Iteration 106Q: 3 clusters Score -3124867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3124864.250000 Penalty: 3369.765869
	Iteration 107Q: 3 clusters Score -3124864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3124878.000000 Penalty: 3369.765869
	Iteration 108Q: 3 clusters Score -3124878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3124886.000000 Penalty: 3369.765869
	Iteration 109Q: 3 clusters Score -3124886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3124887.250000 Penalty: 3369.765869
	Iteration 110Q: 3 clusters Score -3124887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3124887.750000 Penalty: 3369.765869
	Iteration 111Q: 3 clusters Score -3124888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3124882.500000 Penalty: 3369.765869
	Iteration 112Q: 3 clusters Score -3124882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3124882.500000 Penalty: 3369.765869
	Iteration 113Q: 3 clusters Score -3124882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3124881.750000 Penalty: 3369.765869
	Iteration 114Q: 3 clusters Score -3124882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3124883.500000 Penalty: 3369.765869
	Iteration 115Q: 3 clusters Score -3124884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3124886.000000 Penalty: 3369.765869
	Iteration 116Q: 3 clusters Score -3124886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3124887.750000 Penalty: 3369.765869
	Iteration 117Q: 3 clusters Score -3124888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3124887.500000 Penalty: 3369.765869
	Iteration 118Q: 3 clusters Score -3124888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3124901.250000 Penalty: 3369.765869
	Iteration 119Q: 3 clusters Score -3124901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3124905.750000 Penalty: 3369.765869
	Iteration 120F: 3 clusters Score -3124906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3124905.000000 Penalty: 3369.765869
	Iteration 121Q: 3 clusters Score -3124905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3124908.500000 Penalty: 3369.765869
	Iteration 122Q: 3 clusters Score -3124908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3124914.750000 Penalty: 3369.765869
	Iteration 123Q: 3 clusters Score -3124915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3124911.750000 Penalty: 3369.765869
	Iteration 124Q: 3 clusters Score -3124912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3124911.000000 Penalty: 3369.765869
	Iteration 125Q: 3 clusters Score -3124911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3124907.750000 Penalty: 3369.765869
	Iteration 126Q: 3 clusters Score -3124908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3124908.750000 Penalty: 3369.765869
	Iteration 127Q: 3 clusters Score -3124909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3124907.750000 Penalty: 3369.765869
	Iteration 128Q: 3 clusters Score -3124908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3124907.750000 Penalty: 3369.765869
	Iteration 129F: 3 clusters Score -3124908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Entering Unmasked Estep 
Score: -1832172.375000 Penalty: 1602.522217
	Iteration 0F: 2 clusters Score -1832172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1819055.250000 Penalty: 3205.044434
	Iteration 0F: 3 clusters Score -1819055 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1824009.375000 Penalty: 3205.044434
	Iteration 1F: 3 clusters Score -1824009 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1824523.500000 Penalty: 3205.044434
	Iteration 2F: 3 clusters Score -1824524 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1825042.375000 Penalty: 3205.044434
	Iteration 3F: 3 clusters Score -1825042 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1825647.125000 Penalty: 3205.044434
	Iteration 4F: 3 clusters Score -1825647 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1826352.750000 Penalty: 3205.044434
	Iteration 5F: 3 clusters Score -1826353 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1827159.625000 Penalty: 3205.044434
	Iteration 6F: 3 clusters Score -1827160 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1828096.750000 Penalty: 3205.044434
	Iteration 7F: 3 clusters Score -1828097 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1829011.750000 Penalty: 3205.044434
	Iteration 8F: 3 clusters Score -1829012 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1829668.250000 Penalty: 3205.044434
	Iteration 9Q: 3 clusters Score -1829668 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1830070.000000 Penalty: 3205.044434
	Iteration 10Q: 3 clusters Score -1830070 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1830296.000000 Penalty: 3205.044434
	Iteration 11Q: 3 clusters Score -1830296 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1830481.750000 Penalty: 3205.044434
	Iteration 12Q: 3 clusters Score -1830482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1830696.875000 Penalty: 3205.044434
	Iteration 13Q: 3 clusters Score -1830697 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1830931.250000 Penalty: 3205.044434
	Iteration 14Q: 3 clusters Score -1830931 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1831106.750000 Penalty: 3205.044434
	Iteration 15Q: 3 clusters Score -1831107 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1831217.000000 Penalty: 3205.044434
	Iteration 16Q: 3 clusters Score -1831217 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1831274.750000 Penalty: 3205.044434
	Iteration 17Q: 3 clusters Score -1831275 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1831314.000000 Penalty: 3205.044434
	Iteration 18Q: 3 clusters Score -1831314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1831354.625000 Penalty: 3205.044434
	Iteration 19Q: 3 clusters Score -1831355 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1831391.000000 Penalty: 3205.044434
	Iteration 20F: 3 clusters Score -1831391 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1831416.000000 Penalty: 3205.044434
	Iteration 21Q: 3 clusters Score -1831416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1831441.500000 Penalty: 3205.044434
	Iteration 22Q: 3 clusters Score -1831442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1831463.875000 Penalty: 3205.044434
	Iteration 23Q: 3 clusters Score -1831464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1831489.625000 Penalty: 3205.044434
	Iteration 24Q: 3 clusters Score -1831490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1831504.250000 Penalty: 3205.044434
	Iteration 25Q: 3 clusters Score -1831504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1831527.125000 Penalty: 3205.044434
	Iteration 26Q: 3 clusters Score -1831527 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1831542.750000 Penalty: 3205.044434
	Iteration 27Q: 3 clusters Score -1831543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1831564.000000 Penalty: 3205.044434
	Iteration 28Q: 3 clusters Score -1831564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1831579.500000 Penalty: 3205.044434
	Iteration 29Q: 3 clusters Score -1831580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1831596.500000 Penalty: 3205.044434
	Iteration 30Q: 3 clusters Score -1831596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1831616.875000 Penalty: 3205.044434
	Iteration 31Q: 3 clusters Score -1831617 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1831633.000000 Penalty: 3205.044434
	Iteration 32Q: 3 clusters Score -1831633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1831652.375000 Penalty: 3205.044434
	Iteration 33Q: 3 clusters Score -1831652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1831662.750000 Penalty: 3205.044434
	Iteration 34Q: 3 clusters Score -1831663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1831671.625000 Penalty: 3205.044434
	Iteration 35Q: 3 clusters Score -1831672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1831681.750000 Penalty: 3205.044434
	Iteration 36Q: 3 clusters Score -1831682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1831689.875000 Penalty: 3205.044434
	Iteration 37Q: 3 clusters Score -1831690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1831697.625000 Penalty: 3205.044434
	Iteration 38Q: 3 clusters Score -1831698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1831704.625000 Penalty: 3205.044434
	Iteration 39Q: 3 clusters Score -1831705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1831705.125000 Penalty: 3205.044434
	Iteration 40F: 3 clusters Score -1831705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1831713.625000 Penalty: 3205.044434
	Iteration 41Q: 3 clusters Score -1831714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1831719.500000 Penalty: 3205.044434
	Iteration 42Q: 3 clusters Score -1831720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1831721.750000 Penalty: 3205.044434
	Iteration 43Q: 3 clusters Score -1831722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1831722.750000 Penalty: 3205.044434
	Iteration 44Q: 3 clusters Score -1831723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1831723.250000 Penalty: 3205.044434
	Iteration 45Q: 3 clusters Score -1831723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1831720.875000 Penalty: 3205.044434
	Iteration 46Q: 3 clusters Score -1831721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1831725.375000 Penalty: 3205.044434
	Iteration 47Q: 3 clusters Score -1831725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1831725.375000 Penalty: 3205.044434
	Iteration 48Q: 3 clusters Score -1831725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1831726.000000 Penalty: 3205.044434
	Iteration 49Q: 3 clusters Score -1831726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1831727.625000 Penalty: 3205.044434
	Iteration 50Q: 3 clusters Score -1831728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1831730.125000 Penalty: 3205.044434
	Iteration 51Q: 3 clusters Score -1831730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1831729.500000 Penalty: 3205.044434
	Iteration 52Q: 3 clusters Score -1831730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1831732.250000 Penalty: 3205.044434
	Iteration 53Q: 3 clusters Score -1831732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1831736.500000 Penalty: 3205.044434
	Iteration 54Q: 3 clusters Score -1831736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1831735.125000 Penalty: 3205.044434
	Iteration 55Q: 3 clusters Score -1831735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1831734.125000 Penalty: 3205.044434
	Iteration 56Q: 3 clusters Score -1831734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1831737.000000 Penalty: 3205.044434
	Iteration 57Q: 3 clusters Score -1831737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1831737.000000 Penalty: 3205.044434
	Iteration 58Q: 3 clusters Score -1831737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1831737.000000 Penalty: 3205.044434
	Iteration 59F: 3 clusters Score -1831737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -617526.312500 Penalty: 1436.664795
	Iteration 0F: 2 clusters Score -617526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -612380.562500 Penalty: 2873.329590
	Iteration 0F: 3 clusters Score -612380.6 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -614413.875000 Penalty: 2873.329590
	Iteration 1F: 3 clusters Score -614413.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -615232.750000 Penalty: 2873.329590
	Iteration 2F: 3 clusters Score -615232.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -615936.437500 Penalty: 2873.329590
	Iteration 3F: 3 clusters Score -615936.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -616458.500000 Penalty: 2873.329590
	Iteration 4F: 3 clusters Score -616458.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -616778.250000 Penalty: 2873.329590
	Iteration 5F: 3 clusters Score -616778.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -617002.750000 Penalty: 2873.329590
	Iteration 6Q: 3 clusters Score -617002.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -617167.125000 Penalty: 2873.329590
	Iteration 7Q: 3 clusters Score -617167.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -617267.625000 Penalty: 2873.329590
	Iteration 8Q: 3 clusters Score -617267.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -617360.812500 Penalty: 2873.329590
	Iteration 9Q: 3 clusters Score -617360.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -617437.250000 Penalty: 2873.329590
	Iteration 10Q: 3 clusters Score -617437.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -617495.062500 Penalty: 2873.329590
	Iteration 11Q: 3 clusters Score -617495.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -617557.750000 Penalty: 2873.329590
	Iteration 12Q: 3 clusters Score -617557.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -617638.562500 Penalty: 2873.329590
	Iteration 13Q: 3 clusters Score -617638.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -617734.312500 Penalty: 2873.329590
	Iteration 14Q: 3 clusters Score -617734.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -617819.312500 Penalty: 2873.329590
	Iteration 15Q: 3 clusters Score -617819.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -617875.750000 Penalty: 2873.329590
	Iteration 16Q: 3 clusters Score -617875.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -617941.812500 Penalty: 2873.329590
	Iteration 17Q: 3 clusters Score -617941.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -618000.750000 Penalty: 2873.329590
	Iteration 18Q: 3 clusters Score -618000.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -618029.125000 Penalty: 2873.329590
	Iteration 19Q: 3 clusters Score -618029.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -618050.500000 Penalty: 2873.329590
	Iteration 20F: 3 clusters Score -618050.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -618061.375000 Penalty: 2873.329590
	Iteration 21Q: 3 clusters Score -618061.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -618067.875000 Penalty: 2873.329590
	Iteration 22Q: 3 clusters Score -618067.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -618076.062500 Penalty: 2873.329590
	Iteration 23Q: 3 clusters Score -618076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -618076.937500 Penalty: 2873.329590
	Iteration 24Q: 3 clusters Score -618076.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -618081.687500 Penalty: 2873.329590
	Iteration 25Q: 3 clusters Score -618081.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -618082.687500 Penalty: 2873.329590
	Iteration 26Q: 3 clusters Score -618082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -618084.937500 Penalty: 2873.329590
	Iteration 27Q: 3 clusters Score -618084.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -618089.250000 Penalty: 2873.329590
	Iteration 28Q: 3 clusters Score -618089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -618093.187500 Penalty: 2873.329590
	Iteration 29Q: 3 clusters Score -618093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -618095.812500 Penalty: 2873.329590
	Iteration 30Q: 3 clusters Score -618095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -618098.375000 Penalty: 2873.329590
	Iteration 31Q: 3 clusters Score -618098.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -618102.437500 Penalty: 2873.329590
	Iteration 32Q: 3 clusters Score -618102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -618105.312500 Penalty: 2873.329590
	Iteration 33Q: 3 clusters Score -618105.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -618116.687500 Penalty: 2873.329590
	Iteration 34Q: 3 clusters Score -618116.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -618125.000000 Penalty: 2873.329590
	Iteration 35Q: 3 clusters Score -618125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -618133.437500 Penalty: 2873.329590
	Iteration 36Q: 3 clusters Score -618133.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -618148.375000 Penalty: 2873.329590
	Iteration 37Q: 3 clusters Score -618148.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -618190.875000 Penalty: 2873.329590
	Iteration 38Q: 3 clusters Score -618190.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -618295.625000 Penalty: 2873.329590
	Iteration 39Q: 3 clusters Score -618295.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -618606.437500 Penalty: 2873.329590
	Iteration 40F: 3 clusters Score -618606.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -618900.375000 Penalty: 2873.329590
	Iteration 41Q: 3 clusters Score -618900.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -618940.812500 Penalty: 2873.329590
	Iteration 42Q: 3 clusters Score -618940.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -618947.812500 Penalty: 2873.329590
	Iteration 43Q: 3 clusters Score -618947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -618948.437500 Penalty: 2873.329590
	Iteration 44Q: 3 clusters Score -618948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -618947.875000 Penalty: 2873.329590
	Iteration 45Q: 3 clusters Score -618947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -618949.875000 Penalty: 2873.329590
	Iteration 46Q: 3 clusters Score -618949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -618951.750000 Penalty: 2873.329590
	Iteration 47Q: 3 clusters Score -618951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -618950.125000 Penalty: 2873.329590
	Iteration 48Q: 3 clusters Score -618950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -618950.125000 Penalty: 2873.329590
	Iteration 49F: 3 clusters Score -618950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 55516 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Entering Unmasked Estep 
Score: -49652460.000000 Penalty: 47210.628906
Splitting cluster 7 changes total score from -49666552.000000 to -49652460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -477337.156250 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -477337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -473149.156250 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -473149.2 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -474393.062500 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -474393.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -474620.593750 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -474620.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -474826.531250 Penalty: 2789.407715
	Iteration 3F: 3 clusters Score -474826.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -475016.687500 Penalty: 2789.407715
	Iteration 4F: 3 clusters Score -475016.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -475227.093750 Penalty: 2789.407715
	Iteration 5F: 3 clusters Score -475227.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -475438.781250 Penalty: 2789.407715
	Iteration 6F: 3 clusters Score -475438.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -475604.468750 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -475604.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -475730.125000 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -475730.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -475825.750000 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -475825.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -475915.687500 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -475915.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -475974.218750 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -475974.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -476021.156250 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -476021.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -476060.281250 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -476060.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -476085.187500 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -476085.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -476114.781250 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -476114.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -476136.031250 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -476136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -476149.093750 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -476149.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -476170.875000 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -476170.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -476187.468750 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -476187.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -476212.593750 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -476212.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -476230.656250 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -476230.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -476244.750000 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -476244.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -476256.500000 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -476256.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -476269.031250 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -476269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -476280.218750 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -476280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -476287.875000 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -476287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -476294.093750 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -476294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -476298.843750 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -476298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -476301.906250 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -476301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -476305.593750 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -476305.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -476312.687500 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -476312.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -476320.093750 Penalty: 2789.407715
	Iteration 32Q: 3 clusters Score -476320.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -476322.812500 Penalty: 2789.407715
	Iteration 33Q: 3 clusters Score -476322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -476330.093750 Penalty: 2789.407715
	Iteration 34Q: 3 clusters Score -476330.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -476340.281250 Penalty: 2789.407715
	Iteration 35Q: 3 clusters Score -476340.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -476354.125000 Penalty: 2789.407715
	Iteration 36Q: 3 clusters Score -476354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -476355.531250 Penalty: 2789.407715
	Iteration 37Q: 3 clusters Score -476355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -476357.187500 Penalty: 2789.407715
	Iteration 38Q: 3 clusters Score -476357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -476358.000000 Penalty: 2789.407715
	Iteration 39Q: 3 clusters Score -476358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -476359.781250 Penalty: 2789.407715
	Iteration 40F: 3 clusters Score -476359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -476365.687500 Penalty: 2789.407715
	Iteration 41Q: 3 clusters Score -476365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -476367.156250 Penalty: 2789.407715
	Iteration 42Q: 3 clusters Score -476367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -476370.468750 Penalty: 2789.407715
	Iteration 43Q: 3 clusters Score -476370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -476372.937500 Penalty: 2789.407715
	Iteration 44Q: 3 clusters Score -476372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -476375.437500 Penalty: 2789.407715
	Iteration 45Q: 3 clusters Score -476375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -476378.156250 Penalty: 2789.407715
	Iteration 46Q: 3 clusters Score -476378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -476378.656250 Penalty: 2789.407715
	Iteration 47Q: 3 clusters Score -476378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -476380.468750 Penalty: 2789.407715
	Iteration 48Q: 3 clusters Score -476380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -476380.781250 Penalty: 2789.407715
	Iteration 49Q: 3 clusters Score -476380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -476380.781250 Penalty: 2789.407715
	Iteration 50F: 3 clusters Score -476380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -518043.468750 Penalty: 1416.915527
	Iteration 0F: 2 clusters Score -518043.5 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 3099 members 
Entering Unmasked Estep 
Score: -513484.531250 Penalty: 2833.831055
	Iteration 0F: 3 clusters Score -513484.5 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -515727.500000 Penalty: 2833.831055
	Iteration 1F: 3 clusters Score -515727.5 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -518119.843750 Penalty: 2833.831055
	Iteration 2F: 3 clusters Score -518119.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -520376.656250 Penalty: 2833.831055
	Iteration 3F: 3 clusters Score -520376.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -521603.625000 Penalty: 2833.831055
	Iteration 4F: 3 clusters Score -521603.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -521902.968750 Penalty: 2833.831055
	Iteration 5Q: 3 clusters Score -521903 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -522005.031250 Penalty: 2833.831055
	Iteration 6Q: 3 clusters Score -522005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -522038.625000 Penalty: 2833.831055
	Iteration 7Q: 3 clusters Score -522038.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -522062.843750 Penalty: 2833.831055
	Iteration 8Q: 3 clusters Score -522062.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -522089.906250 Penalty: 2833.831055
	Iteration 9Q: 3 clusters Score -522089.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -522124.687500 Penalty: 2833.831055
	Iteration 10Q: 3 clusters Score -522124.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -522152.500000 Penalty: 2833.831055
	Iteration 11Q: 3 clusters Score -522152.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -522164.718750 Penalty: 2833.831055
	Iteration 12Q: 3 clusters Score -522164.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -522174.500000 Penalty: 2833.831055
	Iteration 13Q: 3 clusters Score -522174.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -522181.468750 Penalty: 2833.831055
	Iteration 14Q: 3 clusters Score -522181.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -522189.062500 Penalty: 2833.831055
	Iteration 15Q: 3 clusters Score -522189.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -522193.875000 Penalty: 2833.831055
	Iteration 16Q: 3 clusters Score -522193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -522196.843750 Penalty: 2833.831055
	Iteration 17Q: 3 clusters Score -522196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -522198.500000 Penalty: 2833.831055
	Iteration 18Q: 3 clusters Score -522198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -522199.687500 Penalty: 2833.831055
	Iteration 19Q: 3 clusters Score -522199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -522204.750000 Penalty: 2833.831055
	Iteration 20F: 3 clusters Score -522204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -522207.625000 Penalty: 2833.831055
	Iteration 21Q: 3 clusters Score -522207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -522211.343750 Penalty: 2833.831055
	Iteration 22Q: 3 clusters Score -522211.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -522213.031250 Penalty: 2833.831055
	Iteration 23Q: 3 clusters Score -522213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -522216.906250 Penalty: 2833.831055
	Iteration 24Q: 3 clusters Score -522216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -522218.968750 Penalty: 2833.831055
	Iteration 25Q: 3 clusters Score -522219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -522222.000000 Penalty: 2833.831055
	Iteration 26Q: 3 clusters Score -522222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -522223.718750 Penalty: 2833.831055
	Iteration 27Q: 3 clusters Score -522223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -522229.343750 Penalty: 2833.831055
	Iteration 28Q: 3 clusters Score -522229.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -522236.187500 Penalty: 2833.831055
	Iteration 29Q: 3 clusters Score -522236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -522246.343750 Penalty: 2833.831055
	Iteration 30Q: 3 clusters Score -522246.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -522257.031250 Penalty: 2833.831055
	Iteration 31Q: 3 clusters Score -522257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -522275.000000 Penalty: 2833.831055
	Iteration 32Q: 3 clusters Score -522275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -522299.687500 Penalty: 2833.831055
	Iteration 33Q: 3 clusters Score -522299.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -522348.062500 Penalty: 2833.831055
	Iteration 34Q: 3 clusters Score -522348.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -522376.000000 Penalty: 2833.831055
	Iteration 35Q: 3 clusters Score -522376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -522391.375000 Penalty: 2833.831055
	Iteration 36Q: 3 clusters Score -522391.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -522402.593750 Penalty: 2833.831055
	Iteration 37Q: 3 clusters Score -522402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -522408.062500 Penalty: 2833.831055
	Iteration 38Q: 3 clusters Score -522408.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -522412.218750 Penalty: 2833.831055
	Iteration 39Q: 3 clusters Score -522412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -522413.406250 Penalty: 2833.831055
	Iteration 40F: 3 clusters Score -522413.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -522413.750000 Penalty: 2833.831055
	Iteration 41Q: 3 clusters Score -522413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -522416.937500 Penalty: 2833.831055
	Iteration 42Q: 3 clusters Score -522416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -522417.468750 Penalty: 2833.831055
	Iteration 43Q: 3 clusters Score -522417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -522417.625000 Penalty: 2833.831055
	Iteration 44Q: 3 clusters Score -522417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -522419.406250 Penalty: 2833.831055
	Iteration 45Q: 3 clusters Score -522419.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -522421.406250 Penalty: 2833.831055
	Iteration 46Q: 3 clusters Score -522421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -522421.500000 Penalty: 2833.831055
	Iteration 47Q: 3 clusters Score -522421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -522421.218750 Penalty: 2833.831055
	Iteration 48Q: 3 clusters Score -522421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -522422.218750 Penalty: 2833.831055
	Iteration 49Q: 3 clusters Score -522422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -522421.687500 Penalty: 2833.831055
	Iteration 50Q: 3 clusters Score -522421.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -522421.968750 Penalty: 2833.831055
	Iteration 51Q: 3 clusters Score -522422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -522422.000000 Penalty: 2833.831055
	Iteration 52Q: 3 clusters Score -522422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -522422.000000 Penalty: 2833.831055
	Iteration 53F: 3 clusters Score -522422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 4482 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 55516 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Entering Unmasked Estep 
Score: -49655488.000000 Penalty: 47210.628906
Splitting cluster 9 changes total score from -49666552.000000 to -49655488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (32555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Entering Unmasked Estep 
Score: -3228635.500000 Penalty: 1688.486450
	Iteration 0F: 2 clusters Score -3228636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3206776.000000 Penalty: 3376.972900
	Iteration 0F: 3 clusters Score -3206776 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3214982.250000 Penalty: 3376.972900
	Iteration 1F: 3 clusters Score -3214982 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3215277.750000 Penalty: 3376.972900
	Iteration 2Q: 3 clusters Score -3215278 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3215541.500000 Penalty: 3376.972900
	Iteration 3Q: 3 clusters Score -3215542 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3215887.750000 Penalty: 3376.972900
	Iteration 4Q: 3 clusters Score -3215888 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3216328.500000 Penalty: 3376.972900
	Iteration 5Q: 3 clusters Score -3216328 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3217074.250000 Penalty: 3376.972900
	Iteration 6Q: 3 clusters Score -3217074 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3218196.500000 Penalty: 3376.972900
	Iteration 7F: 3 clusters Score -3218196 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3219875.750000 Penalty: 3376.972900
	Iteration 8F: 3 clusters Score -3219876 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3221984.500000 Penalty: 3376.972900
	Iteration 9F: 3 clusters Score -3221984 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3224034.250000 Penalty: 3376.972900
	Iteration 10F: 3 clusters Score -3224034 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3225505.500000 Penalty: 3376.972900
	Iteration 11Q: 3 clusters Score -3225506 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3226331.750000 Penalty: 3376.972900
	Iteration 12Q: 3 clusters Score -3226332 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3226685.250000 Penalty: 3376.972900
	Iteration 13Q: 3 clusters Score -3226685 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3226846.250000 Penalty: 3376.972900
	Iteration 14Q: 3 clusters Score -3226846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3226942.500000 Penalty: 3376.972900
	Iteration 15Q: 3 clusters Score -3226942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3227007.250000 Penalty: 3376.972900
	Iteration 16Q: 3 clusters Score -3227007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3227046.500000 Penalty: 3376.972900
	Iteration 17Q: 3 clusters Score -3227046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3227074.750000 Penalty: 3376.972900
	Iteration 18Q: 3 clusters Score -3227075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3227090.000000 Penalty: 3376.972900
	Iteration 19Q: 3 clusters Score -3227090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3227099.750000 Penalty: 3376.972900
	Iteration 20F: 3 clusters Score -3227100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3227114.000000 Penalty: 3376.972900
	Iteration 21Q: 3 clusters Score -3227114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3227123.500000 Penalty: 3376.972900
	Iteration 22Q: 3 clusters Score -3227124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3227132.250000 Penalty: 3376.972900
	Iteration 23Q: 3 clusters Score -3227132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3227134.500000 Penalty: 3376.972900
	Iteration 24Q: 3 clusters Score -3227134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3227136.750000 Penalty: 3376.972900
	Iteration 25Q: 3 clusters Score -3227137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3227139.250000 Penalty: 3376.972900
	Iteration 26Q: 3 clusters Score -3227139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3227144.250000 Penalty: 3376.972900
	Iteration 27Q: 3 clusters Score -3227144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3227148.250000 Penalty: 3376.972900
	Iteration 28Q: 3 clusters Score -3227148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3227154.500000 Penalty: 3376.972900
	Iteration 29Q: 3 clusters Score -3227154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3227153.750000 Penalty: 3376.972900
	Iteration 30Q: 3 clusters Score -3227154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3227155.000000 Penalty: 3376.972900
	Iteration 31Q: 3 clusters Score -3227155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3227155.000000 Penalty: 3376.972900
	Iteration 32F: 3 clusters Score -3227155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -273042.437500 Penalty: 1305.995728
	Iteration 0F: 2 clusters Score -273042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -270260.812500 Penalty: 2611.991455
	Iteration 0F: 3 clusters Score -270260.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -271000.843750 Penalty: 2611.991455
	Iteration 1F: 3 clusters Score -271000.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -271200.875000 Penalty: 2611.991455
	Iteration 2F: 3 clusters Score -271200.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -271383.656250 Penalty: 2611.991455
	Iteration 3F: 3 clusters Score -271383.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -271668.218750 Penalty: 2611.991455
	Iteration 4F: 3 clusters Score -271668.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -272251.531250 Penalty: 2611.991455
	Iteration 5F: 3 clusters Score -272251.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -273332.875000 Penalty: 2611.991455
	Iteration 6F: 3 clusters Score -273332.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -274425.593750 Penalty: 2611.991455
	Iteration 7F: 3 clusters Score -274425.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -274806.062500 Penalty: 2611.991455
	Iteration 8F: 3 clusters Score -274806.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -274975.468750 Penalty: 2611.991455
	Iteration 9Q: 3 clusters Score -274975.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -275113.593750 Penalty: 2611.991455
	Iteration 10Q: 3 clusters Score -275113.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -275211.531250 Penalty: 2611.991455
	Iteration 11Q: 3 clusters Score -275211.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -275249.875000 Penalty: 2611.991455
	Iteration 12Q: 3 clusters Score -275249.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -275268.062500 Penalty: 2611.991455
	Iteration 13Q: 3 clusters Score -275268.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -275286.375000 Penalty: 2611.991455
	Iteration 14Q: 3 clusters Score -275286.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -275296.562500 Penalty: 2611.991455
	Iteration 15Q: 3 clusters Score -275296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -275303.031250 Penalty: 2611.991455
	Iteration 16Q: 3 clusters Score -275303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -275307.468750 Penalty: 2611.991455
	Iteration 17Q: 3 clusters Score -275307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -275310.531250 Penalty: 2611.991455
	Iteration 18Q: 3 clusters Score -275310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -275315.718750 Penalty: 2611.991455
	Iteration 19Q: 3 clusters Score -275315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -275323.687500 Penalty: 2611.991455
	Iteration 20F: 3 clusters Score -275323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -275328.781250 Penalty: 2611.991455
	Iteration 21Q: 3 clusters Score -275328.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -275331.375000 Penalty: 2611.991455
	Iteration 22Q: 3 clusters Score -275331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -275331.375000 Penalty: 2611.991455
	Iteration 23F: 3 clusters Score -275331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 55516 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Entering Unmasked Estep 
Score: -49653164.000000 Penalty: 47210.628906
Splitting cluster 11 changes total score from -49666552.000000 to -49653164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (55516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Entering Unmasked Estep 
Score: -5206673.500000 Penalty: 1775.219238
	Iteration 0F: 2 clusters Score -5206674 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 27883 members 
Entering Unmasked Estep 
Score: -5179855.000000 Penalty: 3550.438477
	Iteration 0F: 3 clusters Score -5179855 nChanged 25944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -5195641.000000 Penalty: 3550.438477
	Iteration 1F: 3 clusters Score -5195641 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -5197710.500000 Penalty: 3550.438477
	Iteration 2F: 3 clusters Score -5197710 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -5201112.500000 Penalty: 3550.438477
	Iteration 3F: 3 clusters Score -5201112 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5207055.500000 Penalty: 3550.438477
	Iteration 4F: 3 clusters Score -5207056 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5214335.000000 Penalty: 3550.438477
	Iteration 5F: 3 clusters Score -5214335 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5219244.500000 Penalty: 3550.438477
	Iteration 6F: 3 clusters Score -5219244 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5220928.500000 Penalty: 3550.438477
	Iteration 7F: 3 clusters Score -5220928 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5221591.500000 Penalty: 3550.438477
	Iteration 8Q: 3 clusters Score -5221592 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5221912.000000 Penalty: 3550.438477
	Iteration 9Q: 3 clusters Score -5221912 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5222130.000000 Penalty: 3550.438477
	Iteration 10Q: 3 clusters Score -5222130 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -5222269.000000 Penalty: 3550.438477
	Iteration 11Q: 3 clusters Score -5222269 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -5222383.000000 Penalty: 3550.438477
	Iteration 12Q: 3 clusters Score -5222383 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5222462.500000 Penalty: 3550.438477
	Iteration 13Q: 3 clusters Score -5222462 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -5222507.500000 Penalty: 3550.438477
	Iteration 14Q: 3 clusters Score -5222508 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -5222541.500000 Penalty: 3550.438477
	Iteration 15Q: 3 clusters Score -5222542 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5222555.000000 Penalty: 3550.438477
	Iteration 16Q: 3 clusters Score -5222555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5222585.000000 Penalty: 3550.438477
	Iteration 17Q: 3 clusters Score -5222585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5222601.500000 Penalty: 3550.438477
	Iteration 18Q: 3 clusters Score -5222602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -5222611.000000 Penalty: 3550.438477
	Iteration 19Q: 3 clusters Score -5222611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -5222616.500000 Penalty: 3550.438477
	Iteration 20F: 3 clusters Score -5222616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5222618.000000 Penalty: 3550.438477
	Iteration 21Q: 3 clusters Score -5222618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -5222615.500000 Penalty: 3550.438477
	Iteration 22Q: 3 clusters Score -5222616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -5222626.500000 Penalty: 3550.438477
	Iteration 23Q: 3 clusters Score -5222626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5222624.000000 Penalty: 3550.438477
	Iteration 24Q: 3 clusters Score -5222624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -5222628.000000 Penalty: 3550.438477
	Iteration 25Q: 3 clusters Score -5222628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -5222627.500000 Penalty: 3550.438477
	Iteration 26Q: 3 clusters Score -5222628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5222631.500000 Penalty: 3550.438477
	Iteration 27Q: 3 clusters Score -5222632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -5222631.000000 Penalty: 3550.438477
	Iteration 28Q: 3 clusters Score -5222631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5222635.500000 Penalty: 3550.438477
	Iteration 29Q: 3 clusters Score -5222636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -5222635.000000 Penalty: 3550.438477
	Iteration 30Q: 3 clusters Score -5222635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5222638.000000 Penalty: 3550.438477
	Iteration 31Q: 3 clusters Score -5222638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -5222637.500000 Penalty: 3550.438477
	Iteration 32Q: 3 clusters Score -5222638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -5222631.500000 Penalty: 3550.438477
	Iteration 33Q: 3 clusters Score -5222632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -5222626.000000 Penalty: 3550.438477
	Iteration 34Q: 3 clusters Score -5222626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5222623.000000 Penalty: 3550.438477
	Iteration 35Q: 3 clusters Score -5222623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5222624.500000 Penalty: 3550.438477
	Iteration 36Q: 3 clusters Score -5222624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -5222624.500000 Penalty: 3550.438477
	Iteration 37Q: 3 clusters Score -5222624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -5222628.000000 Penalty: 3550.438477
	Iteration 38Q: 3 clusters Score -5222628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5222627.500000 Penalty: 3550.438477
	Iteration 39Q: 3 clusters Score -5222628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -5222629.500000 Penalty: 3550.438477
	Iteration 40F: 3 clusters Score -5222630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -5222628.000000 Penalty: 3550.438477
	Iteration 41Q: 3 clusters Score -5222628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -5222629.000000 Penalty: 3550.438477
	Iteration 42Q: 3 clusters Score -5222629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -5222635.500000 Penalty: 3550.438477
	Iteration 43Q: 3 clusters Score -5222636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -5222626.000000 Penalty: 3550.438477
	Iteration 44Q: 3 clusters Score -5222626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -5222628.000000 Penalty: 3550.438477
	Iteration 45Q: 3 clusters Score -5222628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5222636.000000 Penalty: 3550.438477
	Iteration 46Q: 3 clusters Score -5222636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -5222631.000000 Penalty: 3550.438477
	Iteration 47Q: 3 clusters Score -5222631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5222631.500000 Penalty: 3550.438477
	Iteration 48Q: 3 clusters Score -5222632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5222629.500000 Penalty: 3550.438477
	Iteration 49Q: 3 clusters Score -5222630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5222629.500000 Penalty: 3550.438477
	Iteration 50F: 3 clusters Score -5222630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Entering Unmasked Estep 
Score: -49667272.000000 Penalty: 47210.628906
Splitting cluster 12 changes total score from -49666552.000000 to -49667272.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (18006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Entering Unmasked Estep 
Score: -1620590.500000 Penalty: 1592.249756
	Iteration 0F: 2 clusters Score -1620590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1608283.000000 Penalty: 3184.499512
	Iteration 0F: 3 clusters Score -1608283 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1613409.875000 Penalty: 3184.499512
	Iteration 1F: 3 clusters Score -1613410 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1614765.750000 Penalty: 3184.499512
	Iteration 2F: 3 clusters Score -1614766 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1616376.875000 Penalty: 3184.499512
	Iteration 3F: 3 clusters Score -1616377 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1618088.500000 Penalty: 3184.499512
	Iteration 4F: 3 clusters Score -1618088 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1620146.500000 Penalty: 3184.499512
	Iteration 5F: 3 clusters Score -1620146 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1623330.875000 Penalty: 3184.499512
	Iteration 6F: 3 clusters Score -1623331 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1626244.125000 Penalty: 3184.499512
	Iteration 7F: 3 clusters Score -1626244 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1627404.125000 Penalty: 3184.499512
	Iteration 8F: 3 clusters Score -1627404 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1627817.250000 Penalty: 3184.499512
	Iteration 9Q: 3 clusters Score -1627817 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1627966.250000 Penalty: 3184.499512
	Iteration 10Q: 3 clusters Score -1627966 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1628036.250000 Penalty: 3184.499512
	Iteration 11Q: 3 clusters Score -1628036 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1628058.125000 Penalty: 3184.499512
	Iteration 12Q: 3 clusters Score -1628058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1628072.750000 Penalty: 3184.499512
	Iteration 13Q: 3 clusters Score -1628073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1628075.625000 Penalty: 3184.499512
	Iteration 14Q: 3 clusters Score -1628076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1628077.375000 Penalty: 3184.499512
	Iteration 15Q: 3 clusters Score -1628077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1628081.375000 Penalty: 3184.499512
	Iteration 16Q: 3 clusters Score -1628081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1628086.375000 Penalty: 3184.499512
	Iteration 17Q: 3 clusters Score -1628086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1628086.875000 Penalty: 3184.499512
	Iteration 18Q: 3 clusters Score -1628087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1628088.375000 Penalty: 3184.499512
	Iteration 19Q: 3 clusters Score -1628088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1628086.250000 Penalty: 3184.499512
	Iteration 20F: 3 clusters Score -1628086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1628085.000000 Penalty: 3184.499512
	Iteration 21Q: 3 clusters Score -1628085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1628086.375000 Penalty: 3184.499512
	Iteration 22Q: 3 clusters Score -1628086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1628088.625000 Penalty: 3184.499512
	Iteration 23Q: 3 clusters Score -1628089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1628087.500000 Penalty: 3184.499512
	Iteration 24Q: 3 clusters Score -1628088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1628087.500000 Penalty: 3184.499512
	Iteration 25F: 3 clusters Score -1628088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 8692 members 
Entering Unmasked Estep 
Score: -49674164.000000 Penalty: 49356.566406
Splitting cluster 13 changes total score from -49666552.000000 to -49674164.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (33747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Entering Unmasked Estep 
Score: -3303673.750000 Penalty: 1694.330200
	Iteration 0F: 2 clusters Score -3303674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3283245.250000 Penalty: 3388.660400
	Iteration 0F: 3 clusters Score -3283245 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3291925.500000 Penalty: 3388.660400
	Iteration 1F: 3 clusters Score -3291926 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3292322.750000 Penalty: 3388.660400
	Iteration 2Q: 3 clusters Score -3292323 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3292833.250000 Penalty: 3388.660400
	Iteration 3Q: 3 clusters Score -3292833 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3293536.750000 Penalty: 3388.660400
	Iteration 4Q: 3 clusters Score -3293537 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3294536.500000 Penalty: 3388.660400
	Iteration 5F: 3 clusters Score -3294536 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3295849.750000 Penalty: 3388.660400
	Iteration 6F: 3 clusters Score -3295850 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3297352.000000 Penalty: 3388.660400
	Iteration 7F: 3 clusters Score -3297352 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3298595.500000 Penalty: 3388.660400
	Iteration 8F: 3 clusters Score -3298596 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3299551.250000 Penalty: 3388.660400
	Iteration 9Q: 3 clusters Score -3299551 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3300246.750000 Penalty: 3388.660400
	Iteration 10Q: 3 clusters Score -3300247 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3300702.000000 Penalty: 3388.660400
	Iteration 11Q: 3 clusters Score -3300702 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3300994.000000 Penalty: 3388.660400
	Iteration 12Q: 3 clusters Score -3300994 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3301204.750000 Penalty: 3388.660400
	Iteration 13Q: 3 clusters Score -3301205 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3301391.750000 Penalty: 3388.660400
	Iteration 14Q: 3 clusters Score -3301392 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3301544.000000 Penalty: 3388.660400
	Iteration 15Q: 3 clusters Score -3301544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3301639.500000 Penalty: 3388.660400
	Iteration 16Q: 3 clusters Score -3301640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3301706.500000 Penalty: 3388.660400
	Iteration 17Q: 3 clusters Score -3301706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3301758.250000 Penalty: 3388.660400
	Iteration 18Q: 3 clusters Score -3301758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3301797.250000 Penalty: 3388.660400
	Iteration 19Q: 3 clusters Score -3301797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3301826.250000 Penalty: 3388.660400
	Iteration 20F: 3 clusters Score -3301826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3301838.000000 Penalty: 3388.660400
	Iteration 21Q: 3 clusters Score -3301838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3301847.750000 Penalty: 3388.660400
	Iteration 22Q: 3 clusters Score -3301848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3301871.750000 Penalty: 3388.660400
	Iteration 23Q: 3 clusters Score -3301872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3301893.500000 Penalty: 3388.660400
	Iteration 24Q: 3 clusters Score -3301894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3301914.000000 Penalty: 3388.660400
	Iteration 25Q: 3 clusters Score -3301914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3301922.500000 Penalty: 3388.660400
	Iteration 26Q: 3 clusters Score -3301922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3301932.750000 Penalty: 3388.660400
	Iteration 27Q: 3 clusters Score -3301933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3301937.000000 Penalty: 3388.660400
	Iteration 28Q: 3 clusters Score -3301937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3301934.250000 Penalty: 3388.660400
	Iteration 29Q: 3 clusters Score -3301934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3301934.250000 Penalty: 3388.660400
	Iteration 30Q: 3 clusters Score -3301934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3301933.500000 Penalty: 3388.660400
	Iteration 31Q: 3 clusters Score -3301934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3301933.500000 Penalty: 3388.660400
	Iteration 32F: 3 clusters Score -3301934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Entering Unmasked Estep 
Score: -1996509.250000 Penalty: 1626.092041
	Iteration 0F: 2 clusters Score -1996509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1981394.375000 Penalty: 3252.184082
	Iteration 0F: 3 clusters Score -1981394 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1987577.625000 Penalty: 3252.184082
	Iteration 1F: 3 clusters Score -1987578 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1988670.125000 Penalty: 3252.184082
	Iteration 2F: 3 clusters Score -1988670 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1989815.625000 Penalty: 3252.184082
	Iteration 3F: 3 clusters Score -1989816 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1990942.500000 Penalty: 3252.184082
	Iteration 4F: 3 clusters Score -1990942 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1991934.875000 Penalty: 3252.184082
	Iteration 5F: 3 clusters Score -1991935 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1992820.250000 Penalty: 3252.184082
	Iteration 6F: 3 clusters Score -1992820 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1993563.625000 Penalty: 3252.184082
	Iteration 7Q: 3 clusters Score -1993564 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1994186.250000 Penalty: 3252.184082
	Iteration 8Q: 3 clusters Score -1994186 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1994665.500000 Penalty: 3252.184082
	Iteration 9Q: 3 clusters Score -1994666 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1995045.000000 Penalty: 3252.184082
	Iteration 10Q: 3 clusters Score -1995045 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1995351.250000 Penalty: 3252.184082
	Iteration 11Q: 3 clusters Score -1995351 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1995598.750000 Penalty: 3252.184082
	Iteration 12Q: 3 clusters Score -1995599 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1995802.875000 Penalty: 3252.184082
	Iteration 13Q: 3 clusters Score -1995803 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1995960.375000 Penalty: 3252.184082
	Iteration 14Q: 3 clusters Score -1995960 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1996113.125000 Penalty: 3252.184082
	Iteration 15Q: 3 clusters Score -1996113 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1996250.000000 Penalty: 3252.184082
	Iteration 16Q: 3 clusters Score -1996250 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1996330.250000 Penalty: 3252.184082
	Iteration 17Q: 3 clusters Score -1996330 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1996391.500000 Penalty: 3252.184082
	Iteration 18Q: 3 clusters Score -1996392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1996432.625000 Penalty: 3252.184082
	Iteration 19Q: 3 clusters Score -1996433 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1996448.625000 Penalty: 3252.184082
	Iteration 20F: 3 clusters Score -1996449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1996463.625000 Penalty: 3252.184082
	Iteration 21Q: 3 clusters Score -1996464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1996476.375000 Penalty: 3252.184082
	Iteration 22Q: 3 clusters Score -1996476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1996488.125000 Penalty: 3252.184082
	Iteration 23Q: 3 clusters Score -1996488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1996494.625000 Penalty: 3252.184082
	Iteration 24Q: 3 clusters Score -1996495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1996504.750000 Penalty: 3252.184082
	Iteration 25Q: 3 clusters Score -1996505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1996507.125000 Penalty: 3252.184082
	Iteration 26Q: 3 clusters Score -1996507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1996510.625000 Penalty: 3252.184082
	Iteration 27Q: 3 clusters Score -1996511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1996515.250000 Penalty: 3252.184082
	Iteration 28Q: 3 clusters Score -1996515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1996518.625000 Penalty: 3252.184082
	Iteration 29Q: 3 clusters Score -1996519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1996523.875000 Penalty: 3252.184082
	Iteration 30Q: 3 clusters Score -1996524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1996520.875000 Penalty: 3252.184082
	Iteration 31Q: 3 clusters Score -1996521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1996525.250000 Penalty: 3252.184082
	Iteration 32Q: 3 clusters Score -1996525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1996527.250000 Penalty: 3252.184082
	Iteration 33Q: 3 clusters Score -1996527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1996530.750000 Penalty: 3252.184082
	Iteration 34Q: 3 clusters Score -1996531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1996531.625000 Penalty: 3252.184082
	Iteration 35Q: 3 clusters Score -1996532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1996530.875000 Penalty: 3252.184082
	Iteration 36Q: 3 clusters Score -1996531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1996533.875000 Penalty: 3252.184082
	Iteration 37Q: 3 clusters Score -1996534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1996533.875000 Penalty: 3252.184082
	Iteration 38F: 3 clusters Score -1996534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 1686 members 
Entering Unmasked Estep 
Score: -49673576.000000 Penalty: 51502.503906
Splitting cluster 15 changes total score from -49666552.000000 to -49673576.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -725141.062500 Penalty: 1479.306274
	Iteration 0F: 2 clusters Score -725141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -718741.437500 Penalty: 2958.612549
	Iteration 0F: 3 clusters Score -718741.4 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -721727.187500 Penalty: 2958.612549
	Iteration 1F: 3 clusters Score -721727.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -723227.187500 Penalty: 2958.612549
	Iteration 2F: 3 clusters Score -723227.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -724683.625000 Penalty: 2958.612549
	Iteration 3F: 3 clusters Score -724683.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -725642.625000 Penalty: 2958.612549
	Iteration 4F: 3 clusters Score -725642.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -726200.187500 Penalty: 2958.612549
	Iteration 5F: 3 clusters Score -726200.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -726547.000000 Penalty: 2958.612549
	Iteration 6Q: 3 clusters Score -726547 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -726735.375000 Penalty: 2958.612549
	Iteration 7Q: 3 clusters Score -726735.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -726856.875000 Penalty: 2958.612549
	Iteration 8Q: 3 clusters Score -726856.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -726935.187500 Penalty: 2958.612549
	Iteration 9Q: 3 clusters Score -726935.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -726996.312500 Penalty: 2958.612549
	Iteration 10Q: 3 clusters Score -726996.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -727048.437500 Penalty: 2958.612549
	Iteration 11Q: 3 clusters Score -727048.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -727091.750000 Penalty: 2958.612549
	Iteration 12Q: 3 clusters Score -727091.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -727123.562500 Penalty: 2958.612549
	Iteration 13Q: 3 clusters Score -727123.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -727143.750000 Penalty: 2958.612549
	Iteration 14Q: 3 clusters Score -727143.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -727152.562500 Penalty: 2958.612549
	Iteration 15Q: 3 clusters Score -727152.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -727158.000000 Penalty: 2958.612549
	Iteration 16Q: 3 clusters Score -727158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -727162.562500 Penalty: 2958.612549
	Iteration 17Q: 3 clusters Score -727162.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -727173.125000 Penalty: 2958.612549
	Iteration 18Q: 3 clusters Score -727173.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -727182.125000 Penalty: 2958.612549
	Iteration 19Q: 3 clusters Score -727182.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -727185.250000 Penalty: 2958.612549
	Iteration 20F: 3 clusters Score -727185.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -727189.812500 Penalty: 2958.612549
	Iteration 21Q: 3 clusters Score -727189.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -727193.625000 Penalty: 2958.612549
	Iteration 22Q: 3 clusters Score -727193.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -727196.875000 Penalty: 2958.612549
	Iteration 23Q: 3 clusters Score -727196.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -727201.625000 Penalty: 2958.612549
	Iteration 24Q: 3 clusters Score -727201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -727204.062500 Penalty: 2958.612549
	Iteration 25Q: 3 clusters Score -727204.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -727202.375000 Penalty: 2958.612549
	Iteration 26Q: 3 clusters Score -727202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -727205.562500 Penalty: 2958.612549
	Iteration 27Q: 3 clusters Score -727205.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -727206.750000 Penalty: 2958.612549
	Iteration 28Q: 3 clusters Score -727206.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -727208.750000 Penalty: 2958.612549
	Iteration 29Q: 3 clusters Score -727208.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -727212.312500 Penalty: 2958.612549
	Iteration 30Q: 3 clusters Score -727212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -727210.125000 Penalty: 2958.612549
	Iteration 31Q: 3 clusters Score -727210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -727211.062500 Penalty: 2958.612549
	Iteration 32Q: 3 clusters Score -727211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -727211.062500 Penalty: 2958.612549
	Iteration 33F: 3 clusters Score -727211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 54879 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 6746 members 
Entering Unmasked Estep 
Score: -49675032.000000 Penalty: 53648.441406
Splitting cluster 16 changes total score from -49666552.000000 to -49675032.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (54879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Entering Unmasked Estep 
Score: -5153065.000000 Penalty: 1773.343872
	Iteration 0F: 2 clusters Score -5153065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5127153.000000 Penalty: 3546.687744
	Iteration 0F: 3 clusters Score -5127153 nChanged 25825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5141488.500000 Penalty: 3546.687744
	Iteration 1F: 3 clusters Score -5141488 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -5142071.000000 Penalty: 3546.687744
	Iteration 2Q: 3 clusters Score -5142071 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -5142867.500000 Penalty: 3546.687744
	Iteration 3Q: 3 clusters Score -5142868 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5144019.500000 Penalty: 3546.687744
	Iteration 4Q: 3 clusters Score -5144020 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -5145432.500000 Penalty: 3546.687744
	Iteration 5F: 3 clusters Score -5145432 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -5146610.000000 Penalty: 3546.687744
	Iteration 6F: 3 clusters Score -5146610 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -5146973.000000 Penalty: 3546.687744
	Iteration 7F: 3 clusters Score -5146973 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5147094.500000 Penalty: 3546.687744
	Iteration 8F: 3 clusters Score -5147094 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5147871.500000 Penalty: 3546.687744
	Iteration 9Q: 3 clusters Score -5147872 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -5148631.000000 Penalty: 3546.687744
	Iteration 10Q: 3 clusters Score -5148631 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5149892.000000 Penalty: 3546.687744
	Iteration 11Q: 3 clusters Score -5149892 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5151299.000000 Penalty: 3546.687744
	Iteration 12Q: 3 clusters Score -5151299 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5152867.500000 Penalty: 3546.687744
	Iteration 13Q: 3 clusters Score -5152868 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5154774.000000 Penalty: 3546.687744
	Iteration 14Q: 3 clusters Score -5154774 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -5156603.500000 Penalty: 3546.687744
	Iteration 15Q: 3 clusters Score -5156604 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5158065.500000 Penalty: 3546.687744
	Iteration 16Q: 3 clusters Score -5158066 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -5159425.000000 Penalty: 3546.687744
	Iteration 17Q: 3 clusters Score -5159425 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5160758.000000 Penalty: 3546.687744
	Iteration 18Q: 3 clusters Score -5160758 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5161956.000000 Penalty: 3546.687744
	Iteration 19Q: 3 clusters Score -5161956 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -5163177.000000 Penalty: 3546.687744
	Iteration 20F: 3 clusters Score -5163177 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -5164192.500000 Penalty: 3546.687744
	Iteration 21Q: 3 clusters Score -5164192 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -5165222.000000 Penalty: 3546.687744
	Iteration 22Q: 3 clusters Score -5165222 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -5166292.000000 Penalty: 3546.687744
	Iteration 23Q: 3 clusters Score -5166292 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -5167108.500000 Penalty: 3546.687744
	Iteration 24Q: 3 clusters Score -5167108 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -5167764.500000 Penalty: 3546.687744
	Iteration 25Q: 3 clusters Score -5167764 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -5168168.000000 Penalty: 3546.687744
	Iteration 26Q: 3 clusters Score -5168168 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -5168445.000000 Penalty: 3546.687744
	Iteration 27Q: 3 clusters Score -5168445 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -5168704.500000 Penalty: 3546.687744
	Iteration 28Q: 3 clusters Score -5168704 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5168902.000000 Penalty: 3546.687744
	Iteration 29Q: 3 clusters Score -5168902 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5169058.500000 Penalty: 3546.687744
	Iteration 30Q: 3 clusters Score -5169058 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5169210.000000 Penalty: 3546.687744
	Iteration 31Q: 3 clusters Score -5169210 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -5169333.000000 Penalty: 3546.687744
	Iteration 32Q: 3 clusters Score -5169333 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5169485.000000 Penalty: 3546.687744
	Iteration 33Q: 3 clusters Score -5169485 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -5169599.500000 Penalty: 3546.687744
	Iteration 34Q: 3 clusters Score -5169600 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5169687.000000 Penalty: 3546.687744
	Iteration 35Q: 3 clusters Score -5169687 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5169762.500000 Penalty: 3546.687744
	Iteration 36Q: 3 clusters Score -5169762 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -5169855.500000 Penalty: 3546.687744
	Iteration 37Q: 3 clusters Score -5169856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -5169918.500000 Penalty: 3546.687744
	Iteration 38Q: 3 clusters Score -5169918 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5169957.000000 Penalty: 3546.687744
	Iteration 39Q: 3 clusters Score -5169957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5170430.500000 Penalty: 3546.687744
	Iteration 40F: 3 clusters Score -5170430 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5171254.500000 Penalty: 3546.687744
	Iteration 41Q: 3 clusters Score -5171254 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5171791.500000 Penalty: 3546.687744
	Iteration 42Q: 3 clusters Score -5171792 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -5171988.000000 Penalty: 3546.687744
	Iteration 43Q: 3 clusters Score -5171988 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5172042.500000 Penalty: 3546.687744
	Iteration 44Q: 3 clusters Score -5172042 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5172050.000000 Penalty: 3546.687744
	Iteration 45Q: 3 clusters Score -5172050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -5172027.500000 Penalty: 3546.687744
	Iteration 46Q: 3 clusters Score -5172028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -5172014.500000 Penalty: 3546.687744
	Iteration 47Q: 3 clusters Score -5172014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5171996.500000 Penalty: 3546.687744
	Iteration 48Q: 3 clusters Score -5171996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -5171983.000000 Penalty: 3546.687744
	Iteration 49Q: 3 clusters Score -5171983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -5171962.500000 Penalty: 3546.687744
	Iteration 50Q: 3 clusters Score -5171962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -5171956.000000 Penalty: 3546.687744
	Iteration 51Q: 3 clusters Score -5171956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5171955.000000 Penalty: 3546.687744
	Iteration 52Q: 3 clusters Score -5171955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5171947.000000 Penalty: 3546.687744
	Iteration 53Q: 3 clusters Score -5171947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -5171933.500000 Penalty: 3546.687744
	Iteration 54Q: 3 clusters Score -5171934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5171921.000000 Penalty: 3546.687744
	Iteration 55Q: 3 clusters Score -5171921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5171914.500000 Penalty: 3546.687744
	Iteration 56Q: 3 clusters Score -5171914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -5171911.000000 Penalty: 3546.687744
	Iteration 57Q: 3 clusters Score -5171911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5171911.000000 Penalty: 3546.687744
	Iteration 58Q: 3 clusters Score -5171911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5171905.500000 Penalty: 3546.687744
	Iteration 59Q: 3 clusters Score -5171906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -5171907.500000 Penalty: 3546.687744
	Iteration 60F: 3 clusters Score -5171908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5171910.500000 Penalty: 3546.687744
	Iteration 61Q: 3 clusters Score -5171910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -5171906.500000 Penalty: 3546.687744
	Iteration 62Q: 3 clusters Score -5171906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5171905.000000 Penalty: 3546.687744
	Iteration 63Q: 3 clusters Score -5171905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5171904.000000 Penalty: 3546.687744
	Iteration 64Q: 3 clusters Score -5171904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -5171909.500000 Penalty: 3546.687744
	Iteration 65Q: 3 clusters Score -5171910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -5171908.000000 Penalty: 3546.687744
	Iteration 66Q: 3 clusters Score -5171908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -5171911.500000 Penalty: 3546.687744
	Iteration 67Q: 3 clusters Score -5171912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -5171911.000000 Penalty: 3546.687744
	Iteration 68Q: 3 clusters Score -5171911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -5171914.000000 Penalty: 3546.687744
	Iteration 69Q: 3 clusters Score -5171914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5171912.000000 Penalty: 3546.687744
	Iteration 70Q: 3 clusters Score -5171912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -5171908.500000 Penalty: 3546.687744
	Iteration 71Q: 3 clusters Score -5171908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5171907.500000 Penalty: 3546.687744
	Iteration 72Q: 3 clusters Score -5171908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -5171907.000000 Penalty: 3546.687744
	Iteration 73Q: 3 clusters Score -5171907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -5171907.000000 Penalty: 3546.687744
	Iteration 74F: 3 clusters Score -5171907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 36547 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 6746 members 
Mstep: Class 26 contains 18332 members 
Entering Unmasked Estep 
Score: -49693352.000000 Penalty: 55794.378906
Splitting cluster 17 changes total score from -49666552.000000 to -49693352.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -110526.421875 Penalty: 1179.377441
	Iteration 0F: 2 clusters Score -110526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -108931.609375 Penalty: 2358.754883
	Iteration 0F: 3 clusters Score -108931.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -109419.687500 Penalty: 2358.754883
	Iteration 1F: 3 clusters Score -109419.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -109603.953125 Penalty: 2358.754883
	Iteration 2F: 3 clusters Score -109604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109781.625000 Penalty: 2358.754883
	Iteration 3F: 3 clusters Score -109781.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -109944.914062 Penalty: 2358.754883
	Iteration 4F: 3 clusters Score -109944.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -110016.007812 Penalty: 2358.754883
	Iteration 5Q: 3 clusters Score -110016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -110075.812500 Penalty: 2358.754883
	Iteration 6Q: 3 clusters Score -110075.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -110136.265625 Penalty: 2358.754883
	Iteration 7Q: 3 clusters Score -110136.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -110161.843750 Penalty: 2358.754883
	Iteration 8Q: 3 clusters Score -110161.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -110192.539062 Penalty: 2358.754883
	Iteration 9Q: 3 clusters Score -110192.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -110223.406250 Penalty: 2358.754883
	Iteration 10Q: 3 clusters Score -110223.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -110258.429688 Penalty: 2358.754883
	Iteration 11Q: 3 clusters Score -110258.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -110275.265625 Penalty: 2358.754883
	Iteration 12Q: 3 clusters Score -110275.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -110287.867188 Penalty: 2358.754883
	Iteration 13Q: 3 clusters Score -110287.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -110303.210938 Penalty: 2358.754883
	Iteration 14Q: 3 clusters Score -110303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -110318.570312 Penalty: 2358.754883
	Iteration 15Q: 3 clusters Score -110318.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -110334.375000 Penalty: 2358.754883
	Iteration 16Q: 3 clusters Score -110334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -110338.429688 Penalty: 2358.754883
	Iteration 17Q: 3 clusters Score -110338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -110342.132812 Penalty: 2358.754883
	Iteration 18Q: 3 clusters Score -110342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -110344.484375 Penalty: 2358.754883
	Iteration 19Q: 3 clusters Score -110344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -110353.234375 Penalty: 2358.754883
	Iteration 20F: 3 clusters Score -110353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -110402.492188 Penalty: 2358.754883
	Iteration 21Q: 3 clusters Score -110402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -110440.585938 Penalty: 2358.754883
	Iteration 22Q: 3 clusters Score -110440.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -110449.773438 Penalty: 2358.754883
	Iteration 23Q: 3 clusters Score -110449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -110451.609375 Penalty: 2358.754883
	Iteration 24Q: 3 clusters Score -110451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -110452.125000 Penalty: 2358.754883
	Iteration 25Q: 3 clusters Score -110452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -110453.203125 Penalty: 2358.754883
	Iteration 26Q: 3 clusters Score -110453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -110453.203125 Penalty: 2358.754883
	Iteration 27F: 3 clusters Score -110453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Entering Unmasked Estep 
Score: -1021764.375000 Penalty: 1519.504639
	Iteration 0F: 2 clusters Score -1021764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1013654.250000 Penalty: 3039.009277
	Iteration 0F: 3 clusters Score -1013654 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1016626.625000 Penalty: 3039.009277
	Iteration 1F: 3 clusters Score -1016627 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1017594.812500 Penalty: 3039.009277
	Iteration 2F: 3 clusters Score -1017595 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1019245.062500 Penalty: 3039.009277
	Iteration 3F: 3 clusters Score -1019245 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1021336.812500 Penalty: 3039.009277
	Iteration 4F: 3 clusters Score -1021337 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1022632.250000 Penalty: 3039.009277
	Iteration 5F: 3 clusters Score -1022632 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1023415.250000 Penalty: 3039.009277
	Iteration 6F: 3 clusters Score -1023415 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1023883.000000 Penalty: 3039.009277
	Iteration 7F: 3 clusters Score -1023883 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1024174.125000 Penalty: 3039.009277
	Iteration 8Q: 3 clusters Score -1024174 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1024354.437500 Penalty: 3039.009277
	Iteration 9Q: 3 clusters Score -1024354 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1024448.250000 Penalty: 3039.009277
	Iteration 10Q: 3 clusters Score -1024448 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1024506.437500 Penalty: 3039.009277
	Iteration 11Q: 3 clusters Score -1024506 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1024538.562500 Penalty: 3039.009277
	Iteration 12Q: 3 clusters Score -1024539 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1024578.062500 Penalty: 3039.009277
	Iteration 13Q: 3 clusters Score -1024578 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1024614.062500 Penalty: 3039.009277
	Iteration 14Q: 3 clusters Score -1024614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1024649.500000 Penalty: 3039.009277
	Iteration 15Q: 3 clusters Score -1024650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1024693.375000 Penalty: 3039.009277
	Iteration 16Q: 3 clusters Score -1024693 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1024746.937500 Penalty: 3039.009277
	Iteration 17Q: 3 clusters Score -1024747 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1024823.812500 Penalty: 3039.009277
	Iteration 18Q: 3 clusters Score -1024824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1024901.000000 Penalty: 3039.009277
	Iteration 19Q: 3 clusters Score -1024901 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1024979.812500 Penalty: 3039.009277
	Iteration 20F: 3 clusters Score -1024980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1025025.500000 Penalty: 3039.009277
	Iteration 21Q: 3 clusters Score -1025026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1025041.500000 Penalty: 3039.009277
	Iteration 22Q: 3 clusters Score -1025042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1025052.562500 Penalty: 3039.009277
	Iteration 23Q: 3 clusters Score -1025053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1025065.375000 Penalty: 3039.009277
	Iteration 24Q: 3 clusters Score -1025065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1025078.312500 Penalty: 3039.009277
	Iteration 25Q: 3 clusters Score -1025078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1025093.312500 Penalty: 3039.009277
	Iteration 26Q: 3 clusters Score -1025093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1025110.000000 Penalty: 3039.009277
	Iteration 27Q: 3 clusters Score -1025110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1025123.625000 Penalty: 3039.009277
	Iteration 28Q: 3 clusters Score -1025124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1025132.500000 Penalty: 3039.009277
	Iteration 29Q: 3 clusters Score -1025132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1025141.187500 Penalty: 3039.009277
	Iteration 30Q: 3 clusters Score -1025141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1025146.375000 Penalty: 3039.009277
	Iteration 31Q: 3 clusters Score -1025146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1025151.062500 Penalty: 3039.009277
	Iteration 32Q: 3 clusters Score -1025151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1025151.187500 Penalty: 3039.009277
	Iteration 33Q: 3 clusters Score -1025151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1025152.250000 Penalty: 3039.009277
	Iteration 34Q: 3 clusters Score -1025152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1025152.500000 Penalty: 3039.009277
	Iteration 35Q: 3 clusters Score -1025152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1025152.250000 Penalty: 3039.009277
	Iteration 36Q: 3 clusters Score -1025152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1025155.312500 Penalty: 3039.009277
	Iteration 37Q: 3 clusters Score -1025155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1025155.812500 Penalty: 3039.009277
	Iteration 38Q: 3 clusters Score -1025156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1025156.250000 Penalty: 3039.009277
	Iteration 39F: 3 clusters Score -1025156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1025156.250000 Penalty: 3039.009277
	Iteration 40F: 3 clusters Score -1025156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1025156.187500 Penalty: 3039.009277
	Iteration 41Q: 3 clusters Score -1025156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1025156.187500 Penalty: 3039.009277
	Iteration 42F: 3 clusters Score -1025156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 36547 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 6746 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 2813 members 
Entering Unmasked Estep 
Score: -49696156.000000 Penalty: 57940.316406
Splitting cluster 19 changes total score from -49666552.000000 to -49696156.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (69616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Entering Unmasked Estep 
Score: -6719062.500000 Penalty: 1811.996948
	Iteration 0F: 2 clusters Score -6719062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -6701079.500000 Penalty: 3623.993896
	Iteration 0F: 3 clusters Score -6701080 nChanged 33087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6719826.500000 Penalty: 3623.993896
	Iteration 1F: 3 clusters Score -6719826 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -6720211.000000 Penalty: 3623.993896
	Iteration 2Q: 3 clusters Score -6720211 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -6720540.000000 Penalty: 3623.993896
	Iteration 3Q: 3 clusters Score -6720540 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -6721170.000000 Penalty: 3623.993896
	Iteration 4Q: 3 clusters Score -6721170 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -6722004.500000 Penalty: 3623.993896
	Iteration 5F: 3 clusters Score -6722004 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -6722858.500000 Penalty: 3623.993896
	Iteration 6F: 3 clusters Score -6722858 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -6722515.500000 Penalty: 3623.993896
	Iteration 7F: 3 clusters Score -6722516 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -6720606.500000 Penalty: 3623.993896
	Iteration 8F: 3 clusters Score -6720606 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -6719998.500000 Penalty: 3623.993896
	Iteration 9F: 3 clusters Score -6719998 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -6720689.000000 Penalty: 3623.993896
	Iteration 10F: 3 clusters Score -6720689 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -6721853.500000 Penalty: 3623.993896
	Iteration 11Q: 3 clusters Score -6721854 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -6723038.500000 Penalty: 3623.993896
	Iteration 12Q: 3 clusters Score -6723038 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -6723872.500000 Penalty: 3623.993896
	Iteration 13Q: 3 clusters Score -6723872 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -6724601.500000 Penalty: 3623.993896
	Iteration 14Q: 3 clusters Score -6724602 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -6725387.000000 Penalty: 3623.993896
	Iteration 15Q: 3 clusters Score -6725387 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -6726439.000000 Penalty: 3623.993896
	Iteration 16Q: 3 clusters Score -6726439 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -6727561.000000 Penalty: 3623.993896
	Iteration 17Q: 3 clusters Score -6727561 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -6728529.500000 Penalty: 3623.993896
	Iteration 18Q: 3 clusters Score -6728530 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -6729757.000000 Penalty: 3623.993896
	Iteration 19Q: 3 clusters Score -6729757 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -6730640.000000 Penalty: 3623.993896
	Iteration 20F: 3 clusters Score -6730640 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -6731455.000000 Penalty: 3623.993896
	Iteration 21Q: 3 clusters Score -6731455 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -6731980.500000 Penalty: 3623.993896
	Iteration 22Q: 3 clusters Score -6731980 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -6732899.500000 Penalty: 3623.993896
	Iteration 23Q: 3 clusters Score -6732900 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -6733694.500000 Penalty: 3623.993896
	Iteration 24Q: 3 clusters Score -6733694 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -6733513.000000 Penalty: 3623.993896
	Iteration 25Q: 3 clusters Score -6733513 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -6731562.000000 Penalty: 3623.993896
	Iteration 26Q: 3 clusters Score -6731562 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6727473.500000 Penalty: 3623.993896
	Iteration 27F: 3 clusters Score -6727474 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -6724934.500000 Penalty: 3623.993896
	Iteration 28F: 3 clusters Score -6724934 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -6723995.500000 Penalty: 3623.993896
	Iteration 29Q: 3 clusters Score -6723996 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -6724005.000000 Penalty: 3623.993896
	Iteration 30Q: 3 clusters Score -6724005 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -6724531.500000 Penalty: 3623.993896
	Iteration 31Q: 3 clusters Score -6724532 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -6725380.500000 Penalty: 3623.993896
	Iteration 32Q: 3 clusters Score -6725380 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6726474.000000 Penalty: 3623.993896
	Iteration 33Q: 3 clusters Score -6726474 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -6727694.000000 Penalty: 3623.993896
	Iteration 34Q: 3 clusters Score -6727694 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -6729005.500000 Penalty: 3623.993896
	Iteration 35Q: 3 clusters Score -6729006 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -6730460.000000 Penalty: 3623.993896
	Iteration 36Q: 3 clusters Score -6730460 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -6731781.000000 Penalty: 3623.993896
	Iteration 37Q: 3 clusters Score -6731781 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -6733230.500000 Penalty: 3623.993896
	Iteration 38Q: 3 clusters Score -6733230 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -6734630.500000 Penalty: 3623.993896
	Iteration 39Q: 3 clusters Score -6734630 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -6736056.000000 Penalty: 3623.993896
	Iteration 40F: 3 clusters Score -6736056 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -6735824.000000 Penalty: 3623.993896
	Iteration 41Q: 3 clusters Score -6735824 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -6734085.000000 Penalty: 3623.993896
	Iteration 42Q: 3 clusters Score -6734085 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -6732265.000000 Penalty: 3623.993896
	Iteration 43Q: 3 clusters Score -6732265 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -6730694.000000 Penalty: 3623.993896
	Iteration 44Q: 3 clusters Score -6730694 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6729796.500000 Penalty: 3623.993896
	Iteration 45Q: 3 clusters Score -6729796 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -6729445.000000 Penalty: 3623.993896
	Iteration 46Q: 3 clusters Score -6729445 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -6729362.000000 Penalty: 3623.993896
	Iteration 47Q: 3 clusters Score -6729362 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6729617.000000 Penalty: 3623.993896
	Iteration 48Q: 3 clusters Score -6729617 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6730087.500000 Penalty: 3623.993896
	Iteration 49Q: 3 clusters Score -6730088 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6730590.500000 Penalty: 3623.993896
	Iteration 50Q: 3 clusters Score -6730590 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -6731243.000000 Penalty: 3623.993896
	Iteration 51Q: 3 clusters Score -6731243 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -6731790.500000 Penalty: 3623.993896
	Iteration 52Q: 3 clusters Score -6731790 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -6732316.000000 Penalty: 3623.993896
	Iteration 53Q: 3 clusters Score -6732316 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -6733042.000000 Penalty: 3623.993896
	Iteration 54Q: 3 clusters Score -6733042 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -6733530.000000 Penalty: 3623.993896
	Iteration 55Q: 3 clusters Score -6733530 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -6733994.000000 Penalty: 3623.993896
	Iteration 56Q: 3 clusters Score -6733994 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -6734417.000000 Penalty: 3623.993896
	Iteration 57Q: 3 clusters Score -6734417 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -6734764.000000 Penalty: 3623.993896
	Iteration 58Q: 3 clusters Score -6734764 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -6735059.000000 Penalty: 3623.993896
	Iteration 59Q: 3 clusters Score -6735059 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -6735605.500000 Penalty: 3623.993896
	Iteration 60F: 3 clusters Score -6735606 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -6736129.000000 Penalty: 3623.993896
	Iteration 61Q: 3 clusters Score -6736129 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -6736046.500000 Penalty: 3623.993896
	Iteration 62Q: 3 clusters Score -6736046 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -6735486.000000 Penalty: 3623.993896
	Iteration 63Q: 3 clusters Score -6735486 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -6734263.000000 Penalty: 3623.993896
	Iteration 64Q: 3 clusters Score -6734263 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -6732365.000000 Penalty: 3623.993896
	Iteration 65Q: 3 clusters Score -6732365 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -6730673.000000 Penalty: 3623.993896
	Iteration 66Q: 3 clusters Score -6730673 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -6729859.000000 Penalty: 3623.993896
	Iteration 67Q: 3 clusters Score -6729859 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -6729742.500000 Penalty: 3623.993896
	Iteration 68Q: 3 clusters Score -6729742 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6730240.000000 Penalty: 3623.993896
	Iteration 69Q: 3 clusters Score -6730240 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -6731051.000000 Penalty: 3623.993896
	Iteration 70Q: 3 clusters Score -6731051 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6732184.000000 Penalty: 3623.993896
	Iteration 71Q: 3 clusters Score -6732184 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -6733419.000000 Penalty: 3623.993896
	Iteration 72Q: 3 clusters Score -6733419 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -6734732.500000 Penalty: 3623.993896
	Iteration 73Q: 3 clusters Score -6734732 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -6735980.500000 Penalty: 3623.993896
	Iteration 74Q: 3 clusters Score -6735980 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -6736981.000000 Penalty: 3623.993896
	Iteration 75Q: 3 clusters Score -6736981 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -6736718.000000 Penalty: 3623.993896
	Iteration 76Q: 3 clusters Score -6736718 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -6735587.500000 Penalty: 3623.993896
	Iteration 77Q: 3 clusters Score -6735588 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -6734198.500000 Penalty: 3623.993896
	Iteration 78Q: 3 clusters Score -6734198 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -6733211.000000 Penalty: 3623.993896
	Iteration 79Q: 3 clusters Score -6733211 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -6732452.500000 Penalty: 3623.993896
	Iteration 80F: 3 clusters Score -6732452 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -6732129.000000 Penalty: 3623.993896
	Iteration 81Q: 3 clusters Score -6732129 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -6731958.500000 Penalty: 3623.993896
	Iteration 82Q: 3 clusters Score -6731958 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -6732147.500000 Penalty: 3623.993896
	Iteration 83Q: 3 clusters Score -6732148 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -6732508.000000 Penalty: 3623.993896
	Iteration 84Q: 3 clusters Score -6732508 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6732827.000000 Penalty: 3623.993896
	Iteration 85Q: 3 clusters Score -6732827 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -6733099.500000 Penalty: 3623.993896
	Iteration 86Q: 3 clusters Score -6733100 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -6733575.000000 Penalty: 3623.993896
	Iteration 87Q: 3 clusters Score -6733575 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -6734044.000000 Penalty: 3623.993896
	Iteration 88Q: 3 clusters Score -6734044 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -6734463.500000 Penalty: 3623.993896
	Iteration 89Q: 3 clusters Score -6734464 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -6734714.000000 Penalty: 3623.993896
	Iteration 90Q: 3 clusters Score -6734714 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -6735016.500000 Penalty: 3623.993896
	Iteration 91Q: 3 clusters Score -6735016 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -6735243.500000 Penalty: 3623.993896
	Iteration 92Q: 3 clusters Score -6735244 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -6735504.500000 Penalty: 3623.993896
	Iteration 93Q: 3 clusters Score -6735504 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -6735882.000000 Penalty: 3623.993896
	Iteration 94Q: 3 clusters Score -6735882 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6736300.000000 Penalty: 3623.993896
	Iteration 95Q: 3 clusters Score -6736300 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -6736425.000000 Penalty: 3623.993896
	Iteration 96Q: 3 clusters Score -6736425 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -6736037.000000 Penalty: 3623.993896
	Iteration 97Q: 3 clusters Score -6736037 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -6734954.500000 Penalty: 3623.993896
	Iteration 98Q: 3 clusters Score -6734954 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -6733363.000000 Penalty: 3623.993896
	Iteration 99Q: 3 clusters Score -6733363 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -6731566.500000 Penalty: 3623.993896
	Iteration 100F: 3 clusters Score -6731566 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -6730650.500000 Penalty: 3623.993896
	Iteration 101Q: 3 clusters Score -6730650 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -6730476.500000 Penalty: 3623.993896
	Iteration 102Q: 3 clusters Score -6730476 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -6730857.500000 Penalty: 3623.993896
	Iteration 103Q: 3 clusters Score -6730858 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -6731701.000000 Penalty: 3623.993896
	Iteration 104Q: 3 clusters Score -6731701 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -6732931.000000 Penalty: 3623.993896
	Iteration 105Q: 3 clusters Score -6732931 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6734157.000000 Penalty: 3623.993896
	Iteration 106Q: 3 clusters Score -6734157 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -6735369.000000 Penalty: 3623.993896
	Iteration 107Q: 3 clusters Score -6735369 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -6736565.000000 Penalty: 3623.993896
	Iteration 108Q: 3 clusters Score -6736565 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -6737194.500000 Penalty: 3623.993896
	Iteration 109Q: 3 clusters Score -6737194 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -6736736.500000 Penalty: 3623.993896
	Iteration 110Q: 3 clusters Score -6736736 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -6735509.500000 Penalty: 3623.993896
	Iteration 111Q: 3 clusters Score -6735510 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -6734188.500000 Penalty: 3623.993896
	Iteration 112Q: 3 clusters Score -6734188 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -6733136.000000 Penalty: 3623.993896
	Iteration 113Q: 3 clusters Score -6733136 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6732548.500000 Penalty: 3623.993896
	Iteration 114Q: 3 clusters Score -6732548 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -6732284.500000 Penalty: 3623.993896
	Iteration 115Q: 3 clusters Score -6732284 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -6732272.000000 Penalty: 3623.993896
	Iteration 116Q: 3 clusters Score -6732272 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -6732510.500000 Penalty: 3623.993896
	Iteration 117Q: 3 clusters Score -6732510 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -6732845.000000 Penalty: 3623.993896
	Iteration 118Q: 3 clusters Score -6732845 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -6733112.500000 Penalty: 3623.993896
	Iteration 119Q: 3 clusters Score -6733112 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -6733486.000000 Penalty: 3623.993896
	Iteration 120F: 3 clusters Score -6733486 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -6733944.500000 Penalty: 3623.993896
	Iteration 121Q: 3 clusters Score -6733944 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -6734326.000000 Penalty: 3623.993896
	Iteration 122Q: 3 clusters Score -6734326 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -6734787.000000 Penalty: 3623.993896
	Iteration 123Q: 3 clusters Score -6734787 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -6735010.000000 Penalty: 3623.993896
	Iteration 124Q: 3 clusters Score -6735010 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -6735278.500000 Penalty: 3623.993896
	Iteration 125Q: 3 clusters Score -6735278 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -6735514.500000 Penalty: 3623.993896
	Iteration 126Q: 3 clusters Score -6735514 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -6735860.000000 Penalty: 3623.993896
	Iteration 127Q: 3 clusters Score -6735860 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -6736255.000000 Penalty: 3623.993896
	Iteration 128Q: 3 clusters Score -6736255 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -6736535.500000 Penalty: 3623.993896
	Iteration 129Q: 3 clusters Score -6736536 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6736272.500000 Penalty: 3623.993896
	Iteration 130Q: 3 clusters Score -6736272 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -6735344.500000 Penalty: 3623.993896
	Iteration 131Q: 3 clusters Score -6735344 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -6733950.000000 Penalty: 3623.993896
	Iteration 132Q: 3 clusters Score -6733950 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -6732103.000000 Penalty: 3623.993896
	Iteration 133Q: 3 clusters Score -6732103 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -6730785.500000 Penalty: 3623.993896
	Iteration 134Q: 3 clusters Score -6730786 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -6730320.500000 Penalty: 3623.993896
	Iteration 135Q: 3 clusters Score -6730320 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6730526.500000 Penalty: 3623.993896
	Iteration 136Q: 3 clusters Score -6730526 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -6731210.000000 Penalty: 3623.993896
	Iteration 137Q: 3 clusters Score -6731210 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -6732332.000000 Penalty: 3623.993896
	Iteration 138Q: 3 clusters Score -6732332 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -6733661.500000 Penalty: 3623.993896
	Iteration 139Q: 3 clusters Score -6733662 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -6734995.500000 Penalty: 3623.993896
	Iteration 140F: 3 clusters Score -6734996 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -6736092.000000 Penalty: 3623.993896
	Iteration 141Q: 3 clusters Score -6736092 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -6737120.000000 Penalty: 3623.993896
	Iteration 142Q: 3 clusters Score -6737120 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -6737133.000000 Penalty: 3623.993896
	Iteration 143Q: 3 clusters Score -6737133 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -6736244.000000 Penalty: 3623.993896
	Iteration 144Q: 3 clusters Score -6736244 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -6734816.000000 Penalty: 3623.993896
	Iteration 145Q: 3 clusters Score -6734816 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -6733642.000000 Penalty: 3623.993896
	Iteration 146Q: 3 clusters Score -6733642 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -6732727.500000 Penalty: 3623.993896
	Iteration 147Q: 3 clusters Score -6732728 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -6732346.000000 Penalty: 3623.993896
	Iteration 148Q: 3 clusters Score -6732346 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -6732185.000000 Penalty: 3623.993896
	Iteration 149Q: 3 clusters Score -6732185 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -6732261.000000 Penalty: 3623.993896
	Iteration 150Q: 3 clusters Score -6732261 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -6732513.000000 Penalty: 3623.993896
	Iteration 151Q: 3 clusters Score -6732513 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -6732897.500000 Penalty: 3623.993896
	Iteration 152Q: 3 clusters Score -6732898 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -6733094.000000 Penalty: 3623.993896
	Iteration 153Q: 3 clusters Score -6733094 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -6733465.500000 Penalty: 3623.993896
	Iteration 154Q: 3 clusters Score -6733466 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -6733943.500000 Penalty: 3623.993896
	Iteration 155Q: 3 clusters Score -6733944 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -6734340.500000 Penalty: 3623.993896
	Iteration 156Q: 3 clusters Score -6734340 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -6734811.500000 Penalty: 3623.993896
	Iteration 157Q: 3 clusters Score -6734812 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -6735121.500000 Penalty: 3623.993896
	Iteration 158Q: 3 clusters Score -6735122 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -6735434.000000 Penalty: 3623.993896
	Iteration 159Q: 3 clusters Score -6735434 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -6735763.500000 Penalty: 3623.993896
	Iteration 160F: 3 clusters Score -6735764 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -6735974.000000 Penalty: 3623.993896
	Iteration 161Q: 3 clusters Score -6735974 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -6736294.500000 Penalty: 3623.993896
	Iteration 162Q: 3 clusters Score -6736294 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -6736639.500000 Penalty: 3623.993896
	Iteration 163Q: 3 clusters Score -6736640 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -6736627.000000 Penalty: 3623.993896
	Iteration 164Q: 3 clusters Score -6736627 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -6736095.500000 Penalty: 3623.993896
	Iteration 165Q: 3 clusters Score -6736096 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -6735039.000000 Penalty: 3623.993896
	Iteration 166Q: 3 clusters Score -6735039 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -6733598.000000 Penalty: 3623.993896
	Iteration 167Q: 3 clusters Score -6733598 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -6732050.500000 Penalty: 3623.993896
	Iteration 168Q: 3 clusters Score -6732050 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -6731167.000000 Penalty: 3623.993896
	Iteration 169Q: 3 clusters Score -6731167 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -6730971.500000 Penalty: 3623.993896
	Iteration 170Q: 3 clusters Score -6730972 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -6731389.500000 Penalty: 3623.993896
	Iteration 171Q: 3 clusters Score -6731390 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -6732281.500000 Penalty: 3623.993896
	Iteration 172Q: 3 clusters Score -6732282 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -6733387.000000 Penalty: 3623.993896
	Iteration 173Q: 3 clusters Score -6733387 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -6734579.500000 Penalty: 3623.993896
	Iteration 174Q: 3 clusters Score -6734580 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -6735822.000000 Penalty: 3623.993896
	Iteration 175Q: 3 clusters Score -6735822 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6736922.500000 Penalty: 3623.993896
	Iteration 176Q: 3 clusters Score -6736922 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -6737305.000000 Penalty: 3623.993896
	Iteration 177Q: 3 clusters Score -6737305 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -6736719.500000 Penalty: 3623.993896
	Iteration 178Q: 3 clusters Score -6736720 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -6735608.000000 Penalty: 3623.993896
	Iteration 179Q: 3 clusters Score -6735608 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -6734350.500000 Penalty: 3623.993896
	Iteration 180F: 3 clusters Score -6734350 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -6733530.500000 Penalty: 3623.993896
	Iteration 181Q: 3 clusters Score -6733530 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -6732903.500000 Penalty: 3623.993896
	Iteration 182Q: 3 clusters Score -6732904 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -6732704.500000 Penalty: 3623.993896
	Iteration 183Q: 3 clusters Score -6732704 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -6732794.500000 Penalty: 3623.993896
	Iteration 184Q: 3 clusters Score -6732794 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -6733009.500000 Penalty: 3623.993896
	Iteration 185Q: 3 clusters Score -6733010 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -6733231.000000 Penalty: 3623.993896
	Iteration 186Q: 3 clusters Score -6733231 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -6733440.500000 Penalty: 3623.993896
	Iteration 187Q: 3 clusters Score -6733440 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -6733831.500000 Penalty: 3623.993896
	Iteration 188Q: 3 clusters Score -6733832 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -6734250.500000 Penalty: 3623.993896
	Iteration 189Q: 3 clusters Score -6734250 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -6734668.500000 Penalty: 3623.993896
	Iteration 190Q: 3 clusters Score -6734668 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -6734977.000000 Penalty: 3623.993896
	Iteration 191Q: 3 clusters Score -6734977 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -6735243.500000 Penalty: 3623.993896
	Iteration 192Q: 3 clusters Score -6735244 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -6735451.000000 Penalty: 3623.993896
	Iteration 193Q: 3 clusters Score -6735451 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -6735791.000000 Penalty: 3623.993896
	Iteration 194Q: 3 clusters Score -6735791 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -6736134.500000 Penalty: 3623.993896
	Iteration 195Q: 3 clusters Score -6736134 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6736511.000000 Penalty: 3623.993896
	Iteration 196Q: 3 clusters Score -6736511 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -6736629.000000 Penalty: 3623.993896
	Iteration 197Q: 3 clusters Score -6736629 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -6736252.500000 Penalty: 3623.993896
	Iteration 198Q: 3 clusters Score -6736252 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -6735344.500000 Penalty: 3623.993896
	Iteration 199Q: 3 clusters Score -6735344 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -6734032.000000 Penalty: 3623.993896
	Iteration 200F: 3 clusters Score -6734032 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -6732520.500000 Penalty: 3623.993896
	Iteration 201Q: 3 clusters Score -6732520 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -6731504.000000 Penalty: 3623.993896
	Iteration 202Q: 3 clusters Score -6731504 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -6731203.500000 Penalty: 3623.993896
	Iteration 203Q: 3 clusters Score -6731204 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -6731489.000000 Penalty: 3623.993896
	Iteration 204Q: 3 clusters Score -6731489 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -6732233.000000 Penalty: 3623.993896
	Iteration 205Q: 3 clusters Score -6732233 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -6733300.500000 Penalty: 3623.993896
	Iteration 206Q: 3 clusters Score -6733300 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6734400.500000 Penalty: 3623.993896
	Iteration 207Q: 3 clusters Score -6734400 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -6735535.000000 Penalty: 3623.993896
	Iteration 208Q: 3 clusters Score -6735535 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -6736647.000000 Penalty: 3623.993896
	Iteration 209Q: 3 clusters Score -6736647 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -6737255.000000 Penalty: 3623.993896
	Iteration 210Q: 3 clusters Score -6737255 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -6736742.500000 Penalty: 3623.993896
	Iteration 211Q: 3 clusters Score -6736742 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -6735534.000000 Penalty: 3623.993896
	Iteration 212Q: 3 clusters Score -6735534 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -6734250.000000 Penalty: 3623.993896
	Iteration 213Q: 3 clusters Score -6734250 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -6733271.500000 Penalty: 3623.993896
	Iteration 214Q: 3 clusters Score -6733272 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6732691.500000 Penalty: 3623.993896
	Iteration 215Q: 3 clusters Score -6732692 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6732459.000000 Penalty: 3623.993896
	Iteration 216Q: 3 clusters Score -6732459 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6732435.000000 Penalty: 3623.993896
	Iteration 217Q: 3 clusters Score -6732435 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -6732673.000000 Penalty: 3623.993896
	Iteration 218Q: 3 clusters Score -6732673 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -6733003.500000 Penalty: 3623.993896
	Iteration 219Q: 3 clusters Score -6733004 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -6733283.500000 Penalty: 3623.993896
	Iteration 220F: 3 clusters Score -6733284 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -6733574.500000 Penalty: 3623.993896
	Iteration 221Q: 3 clusters Score -6733574 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -6734026.500000 Penalty: 3623.993896
	Iteration 222Q: 3 clusters Score -6734026 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -6734398.000000 Penalty: 3623.993896
	Iteration 223Q: 3 clusters Score -6734398 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -6734800.000000 Penalty: 3623.993896
	Iteration 224Q: 3 clusters Score -6734800 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -6735035.000000 Penalty: 3623.993896
	Iteration 225Q: 3 clusters Score -6735035 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -6735288.000000 Penalty: 3623.993896
	Iteration 226Q: 3 clusters Score -6735288 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -6735540.500000 Penalty: 3623.993896
	Iteration 227Q: 3 clusters Score -6735540 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -6735912.000000 Penalty: 3623.993896
	Iteration 228Q: 3 clusters Score -6735912 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -6736314.500000 Penalty: 3623.993896
	Iteration 229Q: 3 clusters Score -6736314 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -6736547.000000 Penalty: 3623.993896
	Iteration 230Q: 3 clusters Score -6736547 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -6736204.000000 Penalty: 3623.993896
	Iteration 231Q: 3 clusters Score -6736204 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -6735259.000000 Penalty: 3623.993896
	Iteration 232Q: 3 clusters Score -6735259 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -6733778.000000 Penalty: 3623.993896
	Iteration 233Q: 3 clusters Score -6733778 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -6732026.000000 Penalty: 3623.993896
	Iteration 234Q: 3 clusters Score -6732026 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6730796.000000 Penalty: 3623.993896
	Iteration 235Q: 3 clusters Score -6730796 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -6730434.500000 Penalty: 3623.993896
	Iteration 236Q: 3 clusters Score -6730434 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -6730685.500000 Penalty: 3623.993896
	Iteration 237Q: 3 clusters Score -6730686 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -6731438.500000 Penalty: 3623.993896
	Iteration 238Q: 3 clusters Score -6731438 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -6732637.500000 Penalty: 3623.993896
	Iteration 239Q: 3 clusters Score -6732638 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -6734010.000000 Penalty: 3623.993896
	Iteration 240F: 3 clusters Score -6734010 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -6735114.000000 Penalty: 3623.993896
	Iteration 241Q: 3 clusters Score -6735114 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -6736266.500000 Penalty: 3623.993896
	Iteration 242Q: 3 clusters Score -6736266 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -6737272.500000 Penalty: 3623.993896
	Iteration 243Q: 3 clusters Score -6737272 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -6736991.000000 Penalty: 3623.993896
	Iteration 244Q: 3 clusters Score -6736991 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6735921.000000 Penalty: 3623.993896
	Iteration 245Q: 3 clusters Score -6735921 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -6734441.500000 Penalty: 3623.993896
	Iteration 246Q: 3 clusters Score -6734442 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -6733217.000000 Penalty: 3623.993896
	Iteration 247Q: 3 clusters Score -6733217 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -6732451.000000 Penalty: 3623.993896
	Iteration 248Q: 3 clusters Score -6732451 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -6732103.500000 Penalty: 3623.993896
	Iteration 249Q: 3 clusters Score -6732104 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -6732065.000000 Penalty: 3623.993896
	Iteration 250Q: 3 clusters Score -6732065 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -6732154.500000 Penalty: 3623.993896
	Iteration 251Q: 3 clusters Score -6732154 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -6732370.500000 Penalty: 3623.993896
	Iteration 252Q: 3 clusters Score -6732370 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6732730.000000 Penalty: 3623.993896
	Iteration 253Q: 3 clusters Score -6732730 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6733030.500000 Penalty: 3623.993896
	Iteration 254Q: 3 clusters Score -6733030 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -6733372.500000 Penalty: 3623.993896
	Iteration 255Q: 3 clusters Score -6733372 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -6733897.000000 Penalty: 3623.993896
	Iteration 256Q: 3 clusters Score -6733897 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -6734283.000000 Penalty: 3623.993896
	Iteration 257Q: 3 clusters Score -6734283 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -6734722.500000 Penalty: 3623.993896
	Iteration 258Q: 3 clusters Score -6734722 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -6735083.000000 Penalty: 3623.993896
	Iteration 259Q: 3 clusters Score -6735083 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -6735458.000000 Penalty: 3623.993896
	Iteration 260F: 3 clusters Score -6735458 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -6735624.500000 Penalty: 3623.993896
	Iteration 261Q: 3 clusters Score -6735624 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -6735868.500000 Penalty: 3623.993896
	Iteration 262Q: 3 clusters Score -6735868 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -6736177.500000 Penalty: 3623.993896
	Iteration 263Q: 3 clusters Score -6736178 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -6736552.500000 Penalty: 3623.993896
	Iteration 264Q: 3 clusters Score -6736552 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -6736585.000000 Penalty: 3623.993896
	Iteration 265Q: 3 clusters Score -6736585 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -6736131.000000 Penalty: 3623.993896
	Iteration 266Q: 3 clusters Score -6736131 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -6735117.500000 Penalty: 3623.993896
	Iteration 267Q: 3 clusters Score -6735118 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -6733631.000000 Penalty: 3623.993896
	Iteration 268Q: 3 clusters Score -6733631 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -6731967.500000 Penalty: 3623.993896
	Iteration 269Q: 3 clusters Score -6731968 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -6730952.000000 Penalty: 3623.993896
	Iteration 270Q: 3 clusters Score -6730952 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6730705.000000 Penalty: 3623.993896
	Iteration 271Q: 3 clusters Score -6730705 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -6731074.500000 Penalty: 3623.993896
	Iteration 272Q: 3 clusters Score -6731074 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -6731915.500000 Penalty: 3623.993896
	Iteration 273Q: 3 clusters Score -6731916 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -6733082.000000 Penalty: 3623.993896
	Iteration 274Q: 3 clusters Score -6733082 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -6734242.500000 Penalty: 3623.993896
	Iteration 275Q: 3 clusters Score -6734242 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -6735485.000000 Penalty: 3623.993896
	Iteration 276Q: 3 clusters Score -6735485 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -6736664.500000 Penalty: 3623.993896
	Iteration 277Q: 3 clusters Score -6736664 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -6737396.000000 Penalty: 3623.993896
	Iteration 278Q: 3 clusters Score -6737396 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -6736906.000000 Penalty: 3623.993896
	Iteration 279Q: 3 clusters Score -6736906 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -6735930.500000 Penalty: 3623.993896
	Iteration 280F: 3 clusters Score -6735930 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -6734530.000000 Penalty: 3623.993896
	Iteration 281Q: 3 clusters Score -6734530 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -6733747.000000 Penalty: 3623.993896
	Iteration 282Q: 3 clusters Score -6733747 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -6733052.500000 Penalty: 3623.993896
	Iteration 283Q: 3 clusters Score -6733052 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -6732701.000000 Penalty: 3623.993896
	Iteration 284Q: 3 clusters Score -6732701 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -6732753.500000 Penalty: 3623.993896
	Iteration 285Q: 3 clusters Score -6732754 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -6732942.000000 Penalty: 3623.993896
	Iteration 286Q: 3 clusters Score -6732942 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -6733158.000000 Penalty: 3623.993896
	Iteration 287Q: 3 clusters Score -6733158 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -6733319.500000 Penalty: 3623.993896
	Iteration 288Q: 3 clusters Score -6733320 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -6733702.000000 Penalty: 3623.993896
	Iteration 289Q: 3 clusters Score -6733702 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -6734162.000000 Penalty: 3623.993896
	Iteration 290Q: 3 clusters Score -6734162 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -6734527.000000 Penalty: 3623.993896
	Iteration 291Q: 3 clusters Score -6734527 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -6734855.000000 Penalty: 3623.993896
	Iteration 292Q: 3 clusters Score -6734855 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -6735129.000000 Penalty: 3623.993896
	Iteration 293Q: 3 clusters Score -6735129 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -6735388.500000 Penalty: 3623.993896
	Iteration 294Q: 3 clusters Score -6735388 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6735676.000000 Penalty: 3623.993896
	Iteration 295Q: 3 clusters Score -6735676 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -6736027.500000 Penalty: 3623.993896
	Iteration 296Q: 3 clusters Score -6736028 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -6736422.500000 Penalty: 3623.993896
	Iteration 297Q: 3 clusters Score -6736422 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -6736707.000000 Penalty: 3623.993896
	Iteration 298Q: 3 clusters Score -6736707 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -6736532.500000 Penalty: 3623.993896
	Iteration 299Q: 3 clusters Score -6736532 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -6735925.000000 Penalty: 3623.993896
	Iteration 300F: 3 clusters Score -6735925 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -6734844.500000 Penalty: 3623.993896
	Iteration 301Q: 3 clusters Score -6734844 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -6733590.000000 Penalty: 3623.993896
	Iteration 302Q: 3 clusters Score -6733590 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -6732260.000000 Penalty: 3623.993896
	Iteration 303Q: 3 clusters Score -6732260 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -6731697.500000 Penalty: 3623.993896
	Iteration 304Q: 3 clusters Score -6731698 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -6731702.000000 Penalty: 3623.993896
	Iteration 305Q: 3 clusters Score -6731702 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -6732168.500000 Penalty: 3623.993896
	Iteration 306Q: 3 clusters Score -6732168 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -6733109.500000 Penalty: 3623.993896
	Iteration 307Q: 3 clusters Score -6733110 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -6734126.000000 Penalty: 3623.993896
	Iteration 308Q: 3 clusters Score -6734126 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -6735234.500000 Penalty: 3623.993896
	Iteration 309Q: 3 clusters Score -6735234 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -6736321.500000 Penalty: 3623.993896
	Iteration 310Q: 3 clusters Score -6736322 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -6737258.000000 Penalty: 3623.993896
	Iteration 311Q: 3 clusters Score -6737258 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -6736999.000000 Penalty: 3623.993896
	Iteration 312Q: 3 clusters Score -6736999 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -6736051.000000 Penalty: 3623.993896
	Iteration 313Q: 3 clusters Score -6736051 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -6734700.500000 Penalty: 3623.993896
	Iteration 314Q: 3 clusters Score -6734700 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -6733797.000000 Penalty: 3623.993896
	Iteration 315Q: 3 clusters Score -6733797 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -6733055.000000 Penalty: 3623.993896
	Iteration 316Q: 3 clusters Score -6733055 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -6732733.500000 Penalty: 3623.993896
	Iteration 317Q: 3 clusters Score -6732734 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -6732628.500000 Penalty: 3623.993896
	Iteration 318Q: 3 clusters Score -6732628 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -6732828.000000 Penalty: 3623.993896
	Iteration 319Q: 3 clusters Score -6732828 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -6733137.500000 Penalty: 3623.993896
	Iteration 320F: 3 clusters Score -6733138 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -6733325.000000 Penalty: 3623.993896
	Iteration 321Q: 3 clusters Score -6733325 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -6733625.000000 Penalty: 3623.993896
	Iteration 322Q: 3 clusters Score -6733625 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -6734118.000000 Penalty: 3623.993896
	Iteration 323Q: 3 clusters Score -6734118 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -6734460.500000 Penalty: 3623.993896
	Iteration 324Q: 3 clusters Score -6734460 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6734824.500000 Penalty: 3623.993896
	Iteration 325Q: 3 clusters Score -6734824 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -6735072.500000 Penalty: 3623.993896
	Iteration 326Q: 3 clusters Score -6735072 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -6735336.000000 Penalty: 3623.993896
	Iteration 327Q: 3 clusters Score -6735336 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -6735591.000000 Penalty: 3623.993896
	Iteration 328Q: 3 clusters Score -6735591 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6735970.000000 Penalty: 3623.993896
	Iteration 329Q: 3 clusters Score -6735970 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -6736359.000000 Penalty: 3623.993896
	Iteration 330Q: 3 clusters Score -6736359 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -6736567.000000 Penalty: 3623.993896
	Iteration 331Q: 3 clusters Score -6736567 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -6736240.000000 Penalty: 3623.993896
	Iteration 332Q: 3 clusters Score -6736240 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -6735317.500000 Penalty: 3623.993896
	Iteration 333Q: 3 clusters Score -6735318 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -6733899.000000 Penalty: 3623.993896
	Iteration 334Q: 3 clusters Score -6733899 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -6732162.500000 Penalty: 3623.993896
	Iteration 335Q: 3 clusters Score -6732162 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -6730903.500000 Penalty: 3623.993896
	Iteration 336Q: 3 clusters Score -6730904 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -6730537.000000 Penalty: 3623.993896
	Iteration 337Q: 3 clusters Score -6730537 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -6730727.000000 Penalty: 3623.993896
	Iteration 338Q: 3 clusters Score -6730727 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -6731477.000000 Penalty: 3623.993896
	Iteration 339Q: 3 clusters Score -6731477 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -6732733.500000 Penalty: 3623.993896
	Iteration 340F: 3 clusters Score -6732734 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -6733834.500000 Penalty: 3623.993896
	Iteration 341Q: 3 clusters Score -6733834 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -6734953.000000 Penalty: 3623.993896
	Iteration 342Q: 3 clusters Score -6734953 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -6736122.000000 Penalty: 3623.993896
	Iteration 343Q: 3 clusters Score -6736122 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -6737178.500000 Penalty: 3623.993896
	Iteration 344Q: 3 clusters Score -6737178 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -6736984.000000 Penalty: 3623.993896
	Iteration 345Q: 3 clusters Score -6736984 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -6735939.000000 Penalty: 3623.993896
	Iteration 346Q: 3 clusters Score -6735939 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -6734447.000000 Penalty: 3623.993896
	Iteration 347Q: 3 clusters Score -6734447 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -6733181.500000 Penalty: 3623.993896
	Iteration 348Q: 3 clusters Score -6733182 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -6732387.000000 Penalty: 3623.993896
	Iteration 349Q: 3 clusters Score -6732387 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -6732077.000000 Penalty: 3623.993896
	Iteration 350Q: 3 clusters Score -6732077 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -6732008.500000 Penalty: 3623.993896
	Iteration 351Q: 3 clusters Score -6732008 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6732074.000000 Penalty: 3623.993896
	Iteration 352Q: 3 clusters Score -6732074 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -6732285.500000 Penalty: 3623.993896
	Iteration 353Q: 3 clusters Score -6732286 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -6732670.500000 Penalty: 3623.993896
	Iteration 354Q: 3 clusters Score -6732670 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -6732965.000000 Penalty: 3623.993896
	Iteration 355Q: 3 clusters Score -6732965 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -6733299.000000 Penalty: 3623.993896
	Iteration 356Q: 3 clusters Score -6733299 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -6733823.500000 Penalty: 3623.993896
	Iteration 357Q: 3 clusters Score -6733824 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -6734242.500000 Penalty: 3623.993896
	Iteration 358Q: 3 clusters Score -6734242 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -6734686.000000 Penalty: 3623.993896
	Iteration 359Q: 3 clusters Score -6734686 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -6735088.000000 Penalty: 3623.993896
	Iteration 360F: 3 clusters Score -6735088 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -6735301.500000 Penalty: 3623.993896
	Iteration 361Q: 3 clusters Score -6735302 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -6735507.500000 Penalty: 3623.993896
	Iteration 362Q: 3 clusters Score -6735508 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -6735785.500000 Penalty: 3623.993896
	Iteration 363Q: 3 clusters Score -6735786 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -6736130.000000 Penalty: 3623.993896
	Iteration 364Q: 3 clusters Score -6736130 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -6736515.000000 Penalty: 3623.993896
	Iteration 365Q: 3 clusters Score -6736515 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -6736552.000000 Penalty: 3623.993896
	Iteration 366Q: 3 clusters Score -6736552 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -6736074.500000 Penalty: 3623.993896
	Iteration 367Q: 3 clusters Score -6736074 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -6734995.500000 Penalty: 3623.993896
	Iteration 368Q: 3 clusters Score -6734996 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -6733501.000000 Penalty: 3623.993896
	Iteration 369Q: 3 clusters Score -6733501 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -6731768.500000 Penalty: 3623.993896
	Iteration 370Q: 3 clusters Score -6731768 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -6730829.500000 Penalty: 3623.993896
	Iteration 371Q: 3 clusters Score -6730830 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6730617.000000 Penalty: 3623.993896
	Iteration 372Q: 3 clusters Score -6730617 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -6731018.500000 Penalty: 3623.993896
	Iteration 373Q: 3 clusters Score -6731018 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -6731825.500000 Penalty: 3623.993896
	Iteration 374Q: 3 clusters Score -6731826 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -6733047.000000 Penalty: 3623.993896
	Iteration 375Q: 3 clusters Score -6733047 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -6734255.500000 Penalty: 3623.993896
	Iteration 376Q: 3 clusters Score -6734256 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6735504.500000 Penalty: 3623.993896
	Iteration 377Q: 3 clusters Score -6735504 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -6736664.000000 Penalty: 3623.993896
	Iteration 378Q: 3 clusters Score -6736664 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -6737390.500000 Penalty: 3623.993896
	Iteration 379Q: 3 clusters Score -6737390 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6736917.000000 Penalty: 3623.993896
	Iteration 380F: 3 clusters Score -6736917 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -6735844.000000 Penalty: 3623.993896
	Iteration 381Q: 3 clusters Score -6735844 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -6734508.000000 Penalty: 3623.993896
	Iteration 382Q: 3 clusters Score -6734508 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -6733669.500000 Penalty: 3623.993896
	Iteration 383Q: 3 clusters Score -6733670 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -6732987.500000 Penalty: 3623.993896
	Iteration 384Q: 3 clusters Score -6732988 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6732685.000000 Penalty: 3623.993896
	Iteration 385Q: 3 clusters Score -6732685 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -6732657.000000 Penalty: 3623.993896
	Iteration 386Q: 3 clusters Score -6732657 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -6732864.000000 Penalty: 3623.993896
	Iteration 387Q: 3 clusters Score -6732864 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6733109.000000 Penalty: 3623.993896
	Iteration 388Q: 3 clusters Score -6733109 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -6733244.000000 Penalty: 3623.993896
	Iteration 389Q: 3 clusters Score -6733244 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6733636.500000 Penalty: 3623.993896
	Iteration 390Q: 3 clusters Score -6733636 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -6734060.000000 Penalty: 3623.993896
	Iteration 391Q: 3 clusters Score -6734060 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -6734420.000000 Penalty: 3623.993896
	Iteration 392Q: 3 clusters Score -6734420 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6734811.000000 Penalty: 3623.993896
	Iteration 393Q: 3 clusters Score -6734811 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -6735059.500000 Penalty: 3623.993896
	Iteration 394Q: 3 clusters Score -6735060 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6735284.500000 Penalty: 3623.993896
	Iteration 395Q: 3 clusters Score -6735284 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -6735577.000000 Penalty: 3623.993896
	Iteration 396Q: 3 clusters Score -6735577 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -6735928.000000 Penalty: 3623.993896
	Iteration 397Q: 3 clusters Score -6735928 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -6736300.500000 Penalty: 3623.993896
	Iteration 398Q: 3 clusters Score -6736300 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -6736666.500000 Penalty: 3623.993896
	Iteration 399Q: 3 clusters Score -6736666 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -6736599.000000 Penalty: 3623.993896
	Iteration 400F: 3 clusters Score -6736599 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -6736017.500000 Penalty: 3623.993896
	Iteration 401Q: 3 clusters Score -6736018 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -6734916.500000 Penalty: 3623.993896
	Iteration 402Q: 3 clusters Score -6734916 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -6733565.500000 Penalty: 3623.993896
	Iteration 403Q: 3 clusters Score -6733566 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -6732108.000000 Penalty: 3623.993896
	Iteration 404Q: 3 clusters Score -6732108 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -6731440.500000 Penalty: 3623.993896
	Iteration 405Q: 3 clusters Score -6731440 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -6731323.500000 Penalty: 3623.993896
	Iteration 406Q: 3 clusters Score -6731324 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -6731766.000000 Penalty: 3623.993896
	Iteration 407Q: 3 clusters Score -6731766 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -6732675.500000 Penalty: 3623.993896
	Iteration 408Q: 3 clusters Score -6732676 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -6733754.500000 Penalty: 3623.993896
	Iteration 409Q: 3 clusters Score -6733754 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -6734887.500000 Penalty: 3623.993896
	Iteration 410Q: 3 clusters Score -6734888 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -6735976.500000 Penalty: 3623.993896
	Iteration 411Q: 3 clusters Score -6735976 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -6737061.000000 Penalty: 3623.993896
	Iteration 412Q: 3 clusters Score -6737061 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -6737173.000000 Penalty: 3623.993896
	Iteration 413Q: 3 clusters Score -6737173 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -6736425.000000 Penalty: 3623.993896
	Iteration 414Q: 3 clusters Score -6736425 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -6735146.000000 Penalty: 3623.993896
	Iteration 415Q: 3 clusters Score -6735146 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6734072.000000 Penalty: 3623.993896
	Iteration 416Q: 3 clusters Score -6734072 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -6733233.000000 Penalty: 3623.993896
	Iteration 417Q: 3 clusters Score -6733233 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -6732801.500000 Penalty: 3623.993896
	Iteration 418Q: 3 clusters Score -6732802 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -6732601.000000 Penalty: 3623.993896
	Iteration 419Q: 3 clusters Score -6732601 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -6732769.500000 Penalty: 3623.993896
	Iteration 420F: 3 clusters Score -6732770 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -6733004.000000 Penalty: 3623.993896
	Iteration 421Q: 3 clusters Score -6733004 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -6733221.000000 Penalty: 3623.993896
	Iteration 422Q: 3 clusters Score -6733221 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -6733489.000000 Penalty: 3623.993896
	Iteration 423Q: 3 clusters Score -6733489 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -6733932.000000 Penalty: 3623.993896
	Iteration 424Q: 3 clusters Score -6733932 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -6734307.500000 Penalty: 3623.993896
	Iteration 425Q: 3 clusters Score -6734308 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -6734734.500000 Penalty: 3623.993896
	Iteration 426Q: 3 clusters Score -6734734 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -6735050.500000 Penalty: 3623.993896
	Iteration 427Q: 3 clusters Score -6735050 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -6735308.000000 Penalty: 3623.993896
	Iteration 428Q: 3 clusters Score -6735308 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -6735559.000000 Penalty: 3623.993896
	Iteration 429Q: 3 clusters Score -6735559 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -6735896.000000 Penalty: 3623.993896
	Iteration 430Q: 3 clusters Score -6735896 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -6736276.500000 Penalty: 3623.993896
	Iteration 431Q: 3 clusters Score -6736276 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -6736621.500000 Penalty: 3623.993896
	Iteration 432Q: 3 clusters Score -6736622 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -6736391.000000 Penalty: 3623.993896
	Iteration 433Q: 3 clusters Score -6736391 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -6735608.500000 Penalty: 3623.993896
	Iteration 434Q: 3 clusters Score -6735608 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -6734322.500000 Penalty: 3623.993896
	Iteration 435Q: 3 clusters Score -6734322 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -6732720.000000 Penalty: 3623.993896
	Iteration 436Q: 3 clusters Score -6732720 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6731282.000000 Penalty: 3623.993896
	Iteration 437Q: 3 clusters Score -6731282 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -6730714.000000 Penalty: 3623.993896
	Iteration 438Q: 3 clusters Score -6730714 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -6730675.000000 Penalty: 3623.993896
	Iteration 439Q: 3 clusters Score -6730675 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -6731427.000000 Penalty: 3623.993896
	Iteration 440F: 3 clusters Score -6731427 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -6732286.500000 Penalty: 3623.993896
	Iteration 441Q: 3 clusters Score -6732286 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -6733464.500000 Penalty: 3623.993896
	Iteration 442Q: 3 clusters Score -6733464 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -6734612.000000 Penalty: 3623.993896
	Iteration 443Q: 3 clusters Score -6734612 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -6735856.500000 Penalty: 3623.993896
	Iteration 444Q: 3 clusters Score -6735856 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -6736979.500000 Penalty: 3623.993896
	Iteration 445Q: 3 clusters Score -6736980 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -6737078.000000 Penalty: 3623.993896
	Iteration 446Q: 3 clusters Score -6737078 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -6736202.000000 Penalty: 3623.993896
	Iteration 447Q: 3 clusters Score -6736202 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -6734699.000000 Penalty: 3623.993896
	Iteration 448Q: 3 clusters Score -6734699 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -6733389.500000 Penalty: 3623.993896
	Iteration 449Q: 3 clusters Score -6733390 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -6732472.500000 Penalty: 3623.993896
	Iteration 450Q: 3 clusters Score -6732472 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -6732063.000000 Penalty: 3623.993896
	Iteration 451Q: 3 clusters Score -6732063 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -6731896.000000 Penalty: 3623.993896
	Iteration 452Q: 3 clusters Score -6731896 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -6731930.000000 Penalty: 3623.993896
	Iteration 453Q: 3 clusters Score -6731930 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -6732150.000000 Penalty: 3623.993896
	Iteration 454Q: 3 clusters Score -6732150 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6732501.500000 Penalty: 3623.993896
	Iteration 455Q: 3 clusters Score -6732502 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -6732862.500000 Penalty: 3623.993896
	Iteration 456Q: 3 clusters Score -6732862 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -6733202.000000 Penalty: 3623.993896
	Iteration 457Q: 3 clusters Score -6733202 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -6733666.500000 Penalty: 3623.993896
	Iteration 458Q: 3 clusters Score -6733666 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -6734134.500000 Penalty: 3623.993896
	Iteration 459Q: 3 clusters Score -6734134 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -6734619.500000 Penalty: 3623.993896
	Iteration 460F: 3 clusters Score -6734620 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -6734906.000000 Penalty: 3623.993896
	Iteration 461Q: 3 clusters Score -6734906 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6735142.000000 Penalty: 3623.993896
	Iteration 462Q: 3 clusters Score -6735142 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -6735366.500000 Penalty: 3623.993896
	Iteration 463Q: 3 clusters Score -6735366 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -6735632.000000 Penalty: 3623.993896
	Iteration 464Q: 3 clusters Score -6735632 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -6735981.000000 Penalty: 3623.993896
	Iteration 465Q: 3 clusters Score -6735981 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -6736365.000000 Penalty: 3623.993896
	Iteration 466Q: 3 clusters Score -6736365 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -6736547.000000 Penalty: 3623.993896
	Iteration 467Q: 3 clusters Score -6736547 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -6736176.500000 Penalty: 3623.993896
	Iteration 468Q: 3 clusters Score -6736176 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -6735194.000000 Penalty: 3623.993896
	Iteration 469Q: 3 clusters Score -6735194 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -6733675.000000 Penalty: 3623.993896
	Iteration 470Q: 3 clusters Score -6733675 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -6731920.500000 Penalty: 3623.993896
	Iteration 471Q: 3 clusters Score -6731920 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -6730755.000000 Penalty: 3623.993896
	Iteration 472Q: 3 clusters Score -6730755 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -6730439.000000 Penalty: 3623.993896
	Iteration 473Q: 3 clusters Score -6730439 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -6730765.500000 Penalty: 3623.993896
	Iteration 474Q: 3 clusters Score -6730766 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -6731491.000000 Penalty: 3623.993896
	Iteration 475Q: 3 clusters Score -6731491 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -6732718.000000 Penalty: 3623.993896
	Iteration 476Q: 3 clusters Score -6732718 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -6733963.000000 Penalty: 3623.993896
	Iteration 477Q: 3 clusters Score -6733963 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -6735146.000000 Penalty: 3623.993896
	Iteration 478Q: 3 clusters Score -6735146 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -6736371.500000 Penalty: 3623.993896
	Iteration 479Q: 3 clusters Score -6736372 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6737370.000000 Penalty: 3623.993896
	Iteration 480F: 3 clusters Score -6737370 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -6737067.000000 Penalty: 3623.993896
	Iteration 481Q: 3 clusters Score -6737067 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -6736073.500000 Penalty: 3623.993896
	Iteration 482Q: 3 clusters Score -6736074 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -6734723.000000 Penalty: 3623.993896
	Iteration 483Q: 3 clusters Score -6734723 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -6733743.000000 Penalty: 3623.993896
	Iteration 484Q: 3 clusters Score -6733743 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -6732965.000000 Penalty: 3623.993896
	Iteration 485Q: 3 clusters Score -6732965 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -6732604.500000 Penalty: 3623.993896
	Iteration 486Q: 3 clusters Score -6732604 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -6732500.500000 Penalty: 3623.993896
	Iteration 487Q: 3 clusters Score -6732500 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -6732603.000000 Penalty: 3623.993896
	Iteration 488Q: 3 clusters Score -6732603 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -6732909.000000 Penalty: 3623.993896
	Iteration 489Q: 3 clusters Score -6732909 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -6733142.000000 Penalty: 3623.993896
	Iteration 490Q: 3 clusters Score -6733142 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -6733361.000000 Penalty: 3623.993896
	Iteration 491Q: 3 clusters Score -6733361 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -6733844.000000 Penalty: 3623.993896
	Iteration 492Q: 3 clusters Score -6733844 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -6734235.000000 Penalty: 3623.993896
	Iteration 493Q: 3 clusters Score -6734235 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -6734631.500000 Penalty: 3623.993896
	Iteration 494Q: 3 clusters Score -6734632 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -6734968.000000 Penalty: 3623.993896
	Iteration 495Q: 3 clusters Score -6734968 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -6735240.500000 Penalty: 3623.993896
	Iteration 496Q: 3 clusters Score -6735240 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -6735515.000000 Penalty: 3623.993896
	Iteration 497Q: 3 clusters Score -6735515 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -6735810.500000 Penalty: 3623.993896
	Iteration 498Q: 3 clusters Score -6735810 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -6736172.000000 Penalty: 3623.993896
	Iteration 499Q: 3 clusters Score -6736172 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -6736573.000000 Penalty: 3623.993896
	Iteration 500F: 3 clusters Score -6736573 nChanged 767
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 36547 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 33600 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 6746 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 36016 members 
Entering Unmasked Estep 
Score: -49712588.000000 Penalty: 60086.253906
Splitting cluster 20 changes total score from -49666552.000000 to -49712588.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (22766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Entering Unmasked Estep 
Score: -2205880.750000 Penalty: 1630.366333
	Iteration 0F: 2 clusters Score -2205881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2190440.750000 Penalty: 3260.732666
	Iteration 0F: 3 clusters Score -2190441 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2196022.500000 Penalty: 3260.732666
	Iteration 1F: 3 clusters Score -2196022 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2196439.500000 Penalty: 3260.732666
	Iteration 2Q: 3 clusters Score -2196440 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2197070.500000 Penalty: 3260.732666
	Iteration 3Q: 3 clusters Score -2197070 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2198113.000000 Penalty: 3260.732666
	Iteration 4F: 3 clusters Score -2198113 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2199556.250000 Penalty: 3260.732666
	Iteration 5F: 3 clusters Score -2199556 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2200943.000000 Penalty: 3260.732666
	Iteration 6F: 3 clusters Score -2200943 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2202103.250000 Penalty: 3260.732666
	Iteration 7F: 3 clusters Score -2202103 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2203180.500000 Penalty: 3260.732666
	Iteration 8F: 3 clusters Score -2203180 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2204182.250000 Penalty: 3260.732666
	Iteration 9F: 3 clusters Score -2204182 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2205135.250000 Penalty: 3260.732666
	Iteration 10F: 3 clusters Score -2205135 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2205941.750000 Penalty: 3260.732666
	Iteration 11Q: 3 clusters Score -2205942 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2206647.500000 Penalty: 3260.732666
	Iteration 12Q: 3 clusters Score -2206648 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2207126.500000 Penalty: 3260.732666
	Iteration 13Q: 3 clusters Score -2207126 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2207342.500000 Penalty: 3260.732666
	Iteration 14Q: 3 clusters Score -2207342 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2207460.000000 Penalty: 3260.732666
	Iteration 15Q: 3 clusters Score -2207460 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2207518.500000 Penalty: 3260.732666
	Iteration 16Q: 3 clusters Score -2207518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2207544.500000 Penalty: 3260.732666
	Iteration 17Q: 3 clusters Score -2207544 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2207568.500000 Penalty: 3260.732666
	Iteration 18Q: 3 clusters Score -2207568 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2207584.500000 Penalty: 3260.732666
	Iteration 19Q: 3 clusters Score -2207584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2207593.000000 Penalty: 3260.732666
	Iteration 20F: 3 clusters Score -2207593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2207609.000000 Penalty: 3260.732666
	Iteration 21Q: 3 clusters Score -2207609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2207608.250000 Penalty: 3260.732666
	Iteration 22Q: 3 clusters Score -2207608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2207615.000000 Penalty: 3260.732666
	Iteration 23Q: 3 clusters Score -2207615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2207628.500000 Penalty: 3260.732666
	Iteration 24Q: 3 clusters Score -2207628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2207635.500000 Penalty: 3260.732666
	Iteration 25Q: 3 clusters Score -2207636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2207639.750000 Penalty: 3260.732666
	Iteration 26Q: 3 clusters Score -2207640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2207644.500000 Penalty: 3260.732666
	Iteration 27Q: 3 clusters Score -2207644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2207642.250000 Penalty: 3260.732666
	Iteration 28Q: 3 clusters Score -2207642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2207644.000000 Penalty: 3260.732666
	Iteration 29Q: 3 clusters Score -2207644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2207646.750000 Penalty: 3260.732666
	Iteration 30Q: 3 clusters Score -2207647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2207645.750000 Penalty: 3260.732666
	Iteration 31Q: 3 clusters Score -2207646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2207648.250000 Penalty: 3260.732666
	Iteration 32Q: 3 clusters Score -2207648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2207650.000000 Penalty: 3260.732666
	Iteration 33Q: 3 clusters Score -2207650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2207648.250000 Penalty: 3260.732666
	Iteration 34Q: 3 clusters Score -2207648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2207647.000000 Penalty: 3260.732666
	Iteration 35Q: 3 clusters Score -2207647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2207648.250000 Penalty: 3260.732666
	Iteration 36Q: 3 clusters Score -2207648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2207645.250000 Penalty: 3260.732666
	Iteration 37Q: 3 clusters Score -2207645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2207647.500000 Penalty: 3260.732666
	Iteration 38Q: 3 clusters Score -2207648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2207647.250000 Penalty: 3260.732666
	Iteration 39Q: 3 clusters Score -2207647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2207647.250000 Penalty: 3260.732666
	Iteration 40F: 3 clusters Score -2207647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 36547 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 33600 members 
Mstep: Class 21 contains 16816 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 6746 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 36016 members 
Mstep: Class 29 contains 5950 members 
Entering Unmasked Estep 
Score: -49713684.000000 Penalty: 62232.195312
Splitting cluster 21 changes total score from -49666552.000000 to -49713684.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -658249.562500 Penalty: 1446.117554
	Iteration 0F: 2 clusters Score -658249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -652841.187500 Penalty: 2892.235107
	Iteration 0F: 3 clusters Score -652841.2 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -654705.812500 Penalty: 2892.235107
	Iteration 1F: 3 clusters Score -654705.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -655378.187500 Penalty: 2892.235107
	Iteration 2F: 3 clusters Score -655378.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -656122.875000 Penalty: 2892.235107
	Iteration 3F: 3 clusters Score -656122.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -656900.000000 Penalty: 2892.235107
	Iteration 4F: 3 clusters Score -656900 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -657499.875000 Penalty: 2892.235107
	Iteration 5F: 3 clusters Score -657499.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -657901.375000 Penalty: 2892.235107
	Iteration 6F: 3 clusters Score -657901.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -658158.187500 Penalty: 2892.235107
	Iteration 7Q: 3 clusters Score -658158.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -658324.687500 Penalty: 2892.235107
	Iteration 8Q: 3 clusters Score -658324.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -658443.000000 Penalty: 2892.235107
	Iteration 9Q: 3 clusters Score -658443 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -658525.500000 Penalty: 2892.235107
	Iteration 10Q: 3 clusters Score -658525.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -658583.187500 Penalty: 2892.235107
	Iteration 11Q: 3 clusters Score -658583.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -658615.125000 Penalty: 2892.235107
	Iteration 12Q: 3 clusters Score -658615.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -658631.562500 Penalty: 2892.235107
	Iteration 13Q: 3 clusters Score -658631.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -658647.500000 Penalty: 2892.235107
	Iteration 14Q: 3 clusters Score -658647.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -658659.187500 Penalty: 2892.235107
	Iteration 15Q: 3 clusters Score -658659.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -658663.687500 Penalty: 2892.235107
	Iteration 16Q: 3 clusters Score -658663.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -658667.437500 Penalty: 2892.235107
	Iteration 17Q: 3 clusters Score -658667.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -658671.000000 Penalty: 2892.235107
	Iteration 18Q: 3 clusters Score -658671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -658673.062500 Penalty: 2892.235107
	Iteration 19Q: 3 clusters Score -658673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -658676.375000 Penalty: 2892.235107
	Iteration 20F: 3 clusters Score -658676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -658678.875000 Penalty: 2892.235107
	Iteration 21Q: 3 clusters Score -658678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -658677.437500 Penalty: 2892.235107
	Iteration 22Q: 3 clusters Score -658677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -658678.375000 Penalty: 2892.235107
	Iteration 23Q: 3 clusters Score -658678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -658679.062500 Penalty: 2892.235107
	Iteration 24Q: 3 clusters Score -658679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -658679.062500 Penalty: 2892.235107
	Iteration 25F: 3 clusters Score -658679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 36547 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 33600 members 
Mstep: Class 21 contains 16816 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 6746 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 36016 members 
Mstep: Class 29 contains 5950 members 
Mstep: Class 30 contains 6376 members 
Entering Unmasked Estep 
Score: -49713492.000000 Penalty: 64378.132812
Splitting cluster 22 changes total score from -49666552.000000 to -49713492.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 49068 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 32555 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 33747 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 36547 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 33600 members 
Mstep: Class 21 contains 16816 members 
Mstep: Class 22 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49726136.000000 Penalty: 64378.132812
Iteration 39Q: 31 clusters Score -4.972614e+07 nChanged 19761
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 58337 members 
Mstep: Class 3 contains 50301 members 
Mstep: Class 4 contains 32301 members 
Mstep: Class 5 contains 37115 members 
Mstep: Class 6 contains 18923 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 33660 members 
Mstep: Class 11 contains 3051 members 
Mstep: Class 12 contains 19710 members 
Mstep: Class 13 contains 9388 members 
Mstep: Class 14 contains 33652 members 
Mstep: Class 15 contains 20823 members 
Mstep: Class 16 contains 2398 members 
Mstep: Class 17 contains 38407 members 
Mstep: Class 18 contains 1413 members 
Mstep: Class 19 contains 9056 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 21 contains 17038 members 
Mstep: Class 22 contains 1075 members 
Mstep: Class 23 contains 8850 members 
Mstep: Class 24 contains 1709 members 
Mstep: Class 25 contains 6337 members 
Mstep: Class 26 contains 16706 members 
Mstep: Class 27 contains 2681 members 
Mstep: Class 28 contains 33757 members 
Mstep: Class 29 contains 5657 members 
Mstep: Class 30 contains 5898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734296.000000 Penalty: 64378.132812
Iteration 40F: 31 clusters Score -4.97343e+07 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 57456 members 
Mstep: Class 3 contains 50222 members 
Mstep: Class 4 contains 32972 members 
Mstep: Class 5 contains 37723 members 
Mstep: Class 6 contains 18687 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 35024 members 
Mstep: Class 11 contains 2993 members 
Mstep: Class 12 contains 19701 members 
Mstep: Class 13 contains 9357 members 
Mstep: Class 14 contains 33297 members 
Mstep: Class 15 contains 20788 members 
Mstep: Class 16 contains 2455 members 
Mstep: Class 17 contains 39464 members 
Mstep: Class 18 contains 1362 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 31032 members 
Mstep: Class 21 contains 16131 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 9115 members 
Mstep: Class 24 contains 1873 members 
Mstep: Class 25 contains 6931 members 
Mstep: Class 26 contains 17230 members 
Mstep: Class 27 contains 2694 members 
Mstep: Class 28 contains 32290 members 
Mstep: Class 29 contains 6232 members 
Mstep: Class 30 contains 6049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736680.000000 Penalty: 64378.132812
Iteration 41Q: 31 clusters Score -4.973668e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 56779 members 
Mstep: Class 3 contains 50047 members 
Mstep: Class 4 contains 33639 members 
Mstep: Class 5 contains 37972 members 
Mstep: Class 6 contains 18473 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 36350 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 19849 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 32821 members 
Mstep: Class 15 contains 20915 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 40290 members 
Mstep: Class 18 contains 1324 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 30551 members 
Mstep: Class 21 contains 15461 members 
Mstep: Class 22 contains 1368 members 
Mstep: Class 23 contains 9358 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 7236 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 2675 members 
Mstep: Class 28 contains 30768 members 
Mstep: Class 29 contains 6649 members 
Mstep: Class 30 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737104.000000 Penalty: 64378.132812
Iteration 42Q: 31 clusters Score -4.97371e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 56303 members 
Mstep: Class 3 contains 49705 members 
Mstep: Class 4 contains 34314 members 
Mstep: Class 5 contains 38127 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 6626 members 
Mstep: Class 8 contains 5230 members 
Mstep: Class 9 contains 5926 members 
Mstep: Class 10 contains 37583 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 20009 members 
Mstep: Class 13 contains 9354 members 
Mstep: Class 14 contains 32266 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 16 contains 2562 members 
Mstep: Class 17 contains 40869 members 
Mstep: Class 18 contains 1281 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 30290 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 1529 members 
Mstep: Class 23 contains 9565 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 7428 members 
Mstep: Class 26 contains 17833 members 
Mstep: Class 27 contains 2656 members 
Mstep: Class 28 contains 29390 members 
Mstep: Class 29 contains 7019 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736800.000000 Penalty: 64378.132812
Iteration 43Q: 31 clusters Score -4.97368e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 55899 members 
Mstep: Class 3 contains 49353 members 
Mstep: Class 4 contains 35257 members 
Mstep: Class 5 contains 38233 members 
Mstep: Class 6 contains 18206 members 
Mstep: Class 7 contains 6585 members 
Mstep: Class 8 contains 5234 members 
Mstep: Class 9 contains 5863 members 
Mstep: Class 10 contains 38525 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 20158 members 
Mstep: Class 13 contains 9368 members 
Mstep: Class 14 contains 31419 members 
Mstep: Class 15 contains 21193 members 
Mstep: Class 16 contains 2598 members 
Mstep: Class 17 contains 41223 members 
Mstep: Class 18 contains 1258 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 30250 members 
Mstep: Class 21 contains 14613 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 9736 members 
Mstep: Class 24 contains 2173 members 
Mstep: Class 25 contains 7573 members 
Mstep: Class 26 contains 18093 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 28210 members 
Mstep: Class 29 contains 7321 members 
Mstep: Class 30 contains 6285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736856.000000 Penalty: 64378.132812
Iteration 44Q: 31 clusters Score -4.973686e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 55540 members 
Mstep: Class 3 contains 49181 members 
Mstep: Class 4 contains 36860 members 
Mstep: Class 5 contains 38307 members 
Mstep: Class 6 contains 18117 members 
Mstep: Class 7 contains 6556 members 
Mstep: Class 8 contains 5231 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 39153 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 20296 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 30045 members 
Mstep: Class 15 contains 21351 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 41451 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 30293 members 
Mstep: Class 21 contains 14366 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 9906 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 7707 members 
Mstep: Class 26 contains 18287 members 
Mstep: Class 27 contains 2574 members 
Mstep: Class 28 contains 27128 members 
Mstep: Class 29 contains 7546 members 
Mstep: Class 30 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738152.000000 Penalty: 64378.132812
Iteration 45Q: 31 clusters Score -4.973815e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 55268 members 
Mstep: Class 3 contains 49209 members 
Mstep: Class 4 contains 39661 members 
Mstep: Class 5 contains 38347 members 
Mstep: Class 6 contains 18051 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 5232 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 39437 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 20449 members 
Mstep: Class 13 contains 9404 members 
Mstep: Class 14 contains 27485 members 
Mstep: Class 15 contains 21430 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 41621 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 9521 members 
Mstep: Class 20 contains 30364 members 
Mstep: Class 21 contains 14141 members 
Mstep: Class 22 contains 1704 members 
Mstep: Class 23 contains 10045 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 7801 members 
Mstep: Class 26 contains 18486 members 
Mstep: Class 27 contains 2557 members 
Mstep: Class 28 contains 26225 members 
Mstep: Class 29 contains 7713 members 
Mstep: Class 30 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738876.000000 Penalty: 64378.132812
Iteration 46Q: 31 clusters Score -4.973888e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 55197 members 
Mstep: Class 3 contains 49258 members 
Mstep: Class 4 contains 43821 members 
Mstep: Class 5 contains 38378 members 
Mstep: Class 6 contains 17977 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 10 contains 39632 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 20580 members 
Mstep: Class 13 contains 9425 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 21607 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 41754 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 9671 members 
Mstep: Class 20 contains 30476 members 
Mstep: Class 21 contains 13957 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 10172 members 
Mstep: Class 24 contains 2318 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 18671 members 
Mstep: Class 27 contains 2533 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 7845 members 
Mstep: Class 30 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734212.000000 Penalty: 64378.132812
Iteration 47Q: 31 clusters Score -4.973421e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 55358 members 
Mstep: Class 3 contains 49266 members 
Mstep: Class 4 contains 47888 members 
Mstep: Class 5 contains 38348 members 
Mstep: Class 6 contains 17895 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 5230 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 39804 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 20713 members 
Mstep: Class 13 contains 9443 members 
Mstep: Class 14 contains 18442 members 
Mstep: Class 15 contains 22058 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 41868 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 9881 members 
Mstep: Class 20 contains 30720 members 
Mstep: Class 21 contains 13779 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 10301 members 
Mstep: Class 24 contains 2364 members 
Mstep: Class 25 contains 7966 members 
Mstep: Class 26 contains 18882 members 
Mstep: Class 27 contains 2500 members 
Mstep: Class 28 contains 24814 members 
Mstep: Class 29 contains 7951 members 
Mstep: Class 30 contains 6336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49728028.000000 Penalty: 64378.132812
Iteration 48Q: 31 clusters Score -4.972803e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 56126 members 
Mstep: Class 3 contains 49277 members 
Mstep: Class 4 contains 48371 members 
Mstep: Class 5 contains 38322 members 
Mstep: Class 6 contains 17814 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 5335 members 
Mstep: Class 10 contains 39986 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 20805 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 16129 members 
Mstep: Class 15 contains 22820 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 41938 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10094 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 13593 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 10424 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 8036 members 
Mstep: Class 26 contains 19068 members 
Mstep: Class 27 contains 2453 members 
Mstep: Class 28 contains 24245 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 6336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49726824.000000 Penalty: 64378.132812
Iteration 49Q: 31 clusters Score -4.972682e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 56641 members 
Mstep: Class 3 contains 49259 members 
Mstep: Class 4 contains 47702 members 
Mstep: Class 5 contains 38302 members 
Mstep: Class 6 contains 17743 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 5234 members 
Mstep: Class 10 contains 40126 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 9491 members 
Mstep: Class 14 contains 15353 members 
Mstep: Class 15 contains 23533 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 42008 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 31715 members 
Mstep: Class 21 contains 13393 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 10549 members 
Mstep: Class 24 contains 2431 members 
Mstep: Class 25 contains 8090 members 
Mstep: Class 26 contains 19269 members 
Mstep: Class 27 contains 2413 members 
Mstep: Class 28 contains 23625 members 
Mstep: Class 29 contains 8131 members 
Mstep: Class 30 contains 6335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49727712.000000 Penalty: 64378.132812
Iteration 50Q: 31 clusters Score -4.972771e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 56847 members 
Mstep: Class 3 contains 49232 members 
Mstep: Class 4 contains 47014 members 
Mstep: Class 5 contains 38290 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 5174 members 
Mstep: Class 10 contains 40245 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 20903 members 
Mstep: Class 13 contains 9529 members 
Mstep: Class 14 contains 15142 members 
Mstep: Class 15 contains 24132 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 42040 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10359 members 
Mstep: Class 20 contains 32177 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 10652 members 
Mstep: Class 24 contains 2445 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 19453 members 
Mstep: Class 27 contains 2367 members 
Mstep: Class 28 contains 23006 members 
Mstep: Class 29 contains 8209 members 
Mstep: Class 30 contains 6333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49728664.000000 Penalty: 64378.132812
Iteration 51Q: 31 clusters Score -4.972866e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 56966 members 
Mstep: Class 3 contains 49206 members 
Mstep: Class 4 contains 46311 members 
Mstep: Class 5 contains 38283 members 
Mstep: Class 6 contains 17628 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 20952 members 
Mstep: Class 13 contains 9574 members 
Mstep: Class 14 contains 15215 members 
Mstep: Class 15 contains 24609 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 42031 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10440 members 
Mstep: Class 20 contains 32597 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 10719 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 19598 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 8271 members 
Mstep: Class 30 contains 6328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49729404.000000 Penalty: 64378.132812
Iteration 52Q: 31 clusters Score -4.97294e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 57025 members 
Mstep: Class 3 contains 49180 members 
Mstep: Class 4 contains 45641 members 
Mstep: Class 5 contains 38290 members 
Mstep: Class 6 contains 17573 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 5134 members 
Mstep: Class 10 contains 40492 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 12 contains 20978 members 
Mstep: Class 13 contains 9606 members 
Mstep: Class 14 contains 15483 members 
Mstep: Class 15 contains 24991 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 42004 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 32943 members 
Mstep: Class 21 contains 12939 members 
Mstep: Class 22 contains 1754 members 
Mstep: Class 23 contains 10787 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 8266 members 
Mstep: Class 26 contains 19722 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 21902 members 
Mstep: Class 29 contains 8329 members 
Mstep: Class 30 contains 6317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49730392.000000 Penalty: 64378.132812
Iteration 53Q: 31 clusters Score -4.973039e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 57042 members 
Mstep: Class 3 contains 49177 members 
Mstep: Class 4 contains 45015 members 
Mstep: Class 5 contains 38282 members 
Mstep: Class 6 contains 17541 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 40592 members 
Mstep: Class 11 contains 2882 members 
Mstep: Class 12 contains 21020 members 
Mstep: Class 13 contains 9630 members 
Mstep: Class 14 contains 15868 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 41976 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 33240 members 
Mstep: Class 21 contains 12822 members 
Mstep: Class 22 contains 1757 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 8314 members 
Mstep: Class 26 contains 19837 members 
Mstep: Class 27 contains 2242 members 
Mstep: Class 28 contains 21394 members 
Mstep: Class 29 contains 8370 members 
Mstep: Class 30 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49730932.000000 Penalty: 64378.132812
Iteration 54Q: 31 clusters Score -4.973093e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 57026 members 
Mstep: Class 3 contains 49159 members 
Mstep: Class 4 contains 44414 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 17540 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 40707 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 13 contains 9655 members 
Mstep: Class 14 contains 16329 members 
Mstep: Class 15 contains 25515 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 41972 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 33472 members 
Mstep: Class 21 contains 12715 members 
Mstep: Class 22 contains 1760 members 
Mstep: Class 23 contains 10874 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 8351 members 
Mstep: Class 26 contains 19938 members 
Mstep: Class 27 contains 2217 members 
Mstep: Class 28 contains 20955 members 
Mstep: Class 29 contains 8415 members 
Mstep: Class 30 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49731584.000000 Penalty: 64378.132812
Iteration 55Q: 31 clusters Score -4.973158e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 57004 members 
Mstep: Class 3 contains 49135 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 17547 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 5218 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 40851 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 21083 members 
Mstep: Class 13 contains 9691 members 
Mstep: Class 14 contains 16897 members 
Mstep: Class 15 contains 25679 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 17 contains 41984 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 33570 members 
Mstep: Class 21 contains 12600 members 
Mstep: Class 22 contains 1765 members 
Mstep: Class 23 contains 10880 members 
Mstep: Class 24 contains 2470 members 
Mstep: Class 25 contains 8395 members 
Mstep: Class 26 contains 20047 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 20608 members 
Mstep: Class 29 contains 8454 members 
Mstep: Class 30 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49732300.000000 Penalty: 64378.132812
Iteration 56Q: 31 clusters Score -4.97323e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 57000 members 
Mstep: Class 3 contains 49121 members 
Mstep: Class 4 contains 43075 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 6443 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 5079 members 
Mstep: Class 10 contains 40943 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 21100 members 
Mstep: Class 13 contains 9725 members 
Mstep: Class 14 contains 17550 members 
Mstep: Class 15 contains 25816 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 41983 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10573 members 
Mstep: Class 20 contains 33595 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 1769 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 2471 members 
Mstep: Class 25 contains 8432 members 
Mstep: Class 26 contains 20149 members 
Mstep: Class 27 contains 2184 members 
Mstep: Class 28 contains 20366 members 
Mstep: Class 29 contains 8484 members 
Mstep: Class 30 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49733272.000000 Penalty: 64378.132812
Iteration 57Q: 31 clusters Score -4.973327e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 56977 members 
Mstep: Class 3 contains 49114 members 
Mstep: Class 4 contains 42383 members 
Mstep: Class 5 contains 38239 members 
Mstep: Class 6 contains 17582 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 5071 members 
Mstep: Class 10 contains 41035 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 21120 members 
Mstep: Class 13 contains 9746 members 
Mstep: Class 14 contains 18293 members 
Mstep: Class 15 contains 25864 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 41979 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10582 members 
Mstep: Class 20 contains 33554 members 
Mstep: Class 21 contains 12408 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 10886 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 20263 members 
Mstep: Class 27 contains 2167 members 
Mstep: Class 28 contains 20206 members 
Mstep: Class 29 contains 8513 members 
Mstep: Class 30 contains 6299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734080.000000 Penalty: 64378.132812
Iteration 58Q: 31 clusters Score -4.973408e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 56945 members 
Mstep: Class 3 contains 49098 members 
Mstep: Class 4 contains 41707 members 
Mstep: Class 5 contains 38224 members 
Mstep: Class 6 contains 17592 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 5065 members 
Mstep: Class 10 contains 41118 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 21136 members 
Mstep: Class 13 contains 9768 members 
Mstep: Class 14 contains 19078 members 
Mstep: Class 15 contains 25884 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 41992 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10588 members 
Mstep: Class 20 contains 33455 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 10883 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 8500 members 
Mstep: Class 26 contains 20361 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 20104 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 6298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49734920.000000 Penalty: 64378.132812
Iteration 59Q: 31 clusters Score -4.973492e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 56844 members 
Mstep: Class 3 contains 49072 members 
Mstep: Class 4 contains 41044 members 
Mstep: Class 5 contains 38213 members 
Mstep: Class 6 contains 17591 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 5060 members 
Mstep: Class 10 contains 41209 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 21150 members 
Mstep: Class 13 contains 9794 members 
Mstep: Class 14 contains 19924 members 
Mstep: Class 15 contains 25891 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 42027 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10594 members 
Mstep: Class 20 contains 33312 members 
Mstep: Class 21 contains 12230 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 10874 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 8534 members 
Mstep: Class 26 contains 20461 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 20035 members 
Mstep: Class 29 contains 8551 members 
Mstep: Class 30 contains 6296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736308.000000 Penalty: 64378.132812
Iteration 60F: 31 clusters Score -4.973631e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 56505 members 
Mstep: Class 3 contains 49016 members 
Mstep: Class 4 contains 40672 members 
Mstep: Class 5 contains 38189 members 
Mstep: Class 6 contains 17595 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 41339 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 21170 members 
Mstep: Class 13 contains 9817 members 
Mstep: Class 14 contains 20697 members 
Mstep: Class 15 contains 25842 members 
Mstep: Class 16 contains 2823 members 
Mstep: Class 17 contains 42064 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 10632 members 
Mstep: Class 20 contains 33152 members 
Mstep: Class 21 contains 12154 members 
Mstep: Class 22 contains 1864 members 
Mstep: Class 23 contains 10873 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 8485 members 
Mstep: Class 26 contains 20559 members 
Mstep: Class 27 contains 2135 members 
Mstep: Class 28 contains 19964 members 
Mstep: Class 29 contains 8631 members 
Mstep: Class 30 contains 6294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49736668.000000 Penalty: 64378.132812
Iteration 61Q: 31 clusters Score -4.973667e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 56231 members 
Mstep: Class 3 contains 48983 members 
Mstep: Class 4 contains 40094 members 
Mstep: Class 5 contains 38174 members 
Mstep: Class 6 contains 17605 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 41406 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 21190 members 
Mstep: Class 13 contains 9829 members 
Mstep: Class 14 contains 21630 members 
Mstep: Class 15 contains 25793 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 42105 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 10649 members 
Mstep: Class 20 contains 32994 members 
Mstep: Class 21 contains 12086 members 
Mstep: Class 22 contains 1939 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 8452 members 
Mstep: Class 26 contains 20662 members 
Mstep: Class 27 contains 2127 members 
Mstep: Class 28 contains 19901 members 
Mstep: Class 29 contains 8697 members 
Mstep: Class 30 contains 6296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737272.000000 Penalty: 64378.132812
Iteration 62Q: 31 clusters Score -4.973727e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 56076 members 
Mstep: Class 3 contains 48946 members 
Mstep: Class 4 contains 39421 members 
Mstep: Class 5 contains 38168 members 
Mstep: Class 6 contains 17598 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 4977 members 
Mstep: Class 10 contains 41477 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 21218 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 22590 members 
Mstep: Class 15 contains 25727 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 42167 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 10660 members 
Mstep: Class 20 contains 32820 members 
Mstep: Class 21 contains 12018 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 10881 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 8417 members 
Mstep: Class 26 contains 20748 members 
Mstep: Class 27 contains 2117 members 
Mstep: Class 28 contains 19853 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 6292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737812.000000 Penalty: 64378.132812
Iteration 63Q: 31 clusters Score -4.973781e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 55926 members 
Mstep: Class 3 contains 48909 members 
Mstep: Class 4 contains 38755 members 
Mstep: Class 5 contains 38169 members 
Mstep: Class 6 contains 17583 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 4962 members 
Mstep: Class 10 contains 41543 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 21231 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 23548 members 
Mstep: Class 15 contains 25645 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 42220 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 10662 members 
Mstep: Class 20 contains 32637 members 
Mstep: Class 21 contains 11953 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 2656 members 
Mstep: Class 25 contains 8382 members 
Mstep: Class 26 contains 20834 members 
Mstep: Class 27 contains 2117 members 
Mstep: Class 28 contains 19868 members 
Mstep: Class 29 contains 8788 members 
Mstep: Class 30 contains 6287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738196.000000 Penalty: 64378.132812
Iteration 64Q: 31 clusters Score -4.97382e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 55747 members 
Mstep: Class 3 contains 48878 members 
Mstep: Class 4 contains 38087 members 
Mstep: Class 5 contains 38173 members 
Mstep: Class 6 contains 17571 members 
Mstep: Class 7 contains 6410 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 4956 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 21252 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 24546 members 
Mstep: Class 15 contains 25546 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 42277 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 10671 members 
Mstep: Class 20 contains 32453 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 2062 members 
Mstep: Class 23 contains 10888 members 
Mstep: Class 24 contains 2680 members 
Mstep: Class 25 contains 8352 members 
Mstep: Class 26 contains 20901 members 
Mstep: Class 27 contains 2115 members 
Mstep: Class 28 contains 19874 members 
Mstep: Class 29 contains 8816 members 
Mstep: Class 30 contains 6285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738664.000000 Penalty: 64378.132812
Iteration 65Q: 31 clusters Score -4.973866e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 55579 members 
Mstep: Class 3 contains 48843 members 
Mstep: Class 4 contains 37394 members 
Mstep: Class 5 contains 38177 members 
Mstep: Class 6 contains 17573 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 4954 members 
Mstep: Class 10 contains 41674 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 21258 members 
Mstep: Class 13 contains 9862 members 
Mstep: Class 14 contains 25553 members 
Mstep: Class 15 contains 25440 members 
Mstep: Class 16 contains 2865 members 
Mstep: Class 17 contains 42332 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 10675 members 
Mstep: Class 20 contains 32288 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 10889 members 
Mstep: Class 24 contains 2696 members 
Mstep: Class 25 contains 8328 members 
Mstep: Class 26 contains 20971 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 19889 members 
Mstep: Class 29 contains 8845 members 
Mstep: Class 30 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739256.000000 Penalty: 64378.132812
Iteration 66Q: 31 clusters Score -4.973926e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 55420 members 
Mstep: Class 3 contains 48803 members 
Mstep: Class 4 contains 36743 members 
Mstep: Class 5 contains 38181 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 41720 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 21265 members 
Mstep: Class 13 contains 9868 members 
Mstep: Class 14 contains 26542 members 
Mstep: Class 15 contains 25308 members 
Mstep: Class 16 contains 2863 members 
Mstep: Class 17 contains 42388 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 10684 members 
Mstep: Class 20 contains 32095 members 
Mstep: Class 21 contains 11806 members 
Mstep: Class 22 contains 2093 members 
Mstep: Class 23 contains 10893 members 
Mstep: Class 24 contains 2727 members 
Mstep: Class 25 contains 8297 members 
Mstep: Class 26 contains 21027 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 19953 members 
Mstep: Class 29 contains 8868 members 
Mstep: Class 30 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739760.000000 Penalty: 64378.132812
Iteration 67Q: 31 clusters Score -4.973976e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 55264 members 
Mstep: Class 3 contains 48780 members 
Mstep: Class 4 contains 36170 members 
Mstep: Class 5 contains 38180 members 
Mstep: Class 6 contains 17553 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 41767 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 21272 members 
Mstep: Class 13 contains 9876 members 
Mstep: Class 14 contains 27416 members 
Mstep: Class 15 contains 25181 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 42432 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 20 contains 31895 members 
Mstep: Class 21 contains 11768 members 
Mstep: Class 22 contains 2107 members 
Mstep: Class 23 contains 10886 members 
Mstep: Class 24 contains 2765 members 
Mstep: Class 25 contains 8272 members 
Mstep: Class 26 contains 21091 members 
Mstep: Class 27 contains 2114 members 
Mstep: Class 28 contains 20024 members 
Mstep: Class 29 contains 8899 members 
Mstep: Class 30 contains 6293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739808.000000 Penalty: 64378.132812
Iteration 68Q: 31 clusters Score -4.973981e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 55081 members 
Mstep: Class 3 contains 48752 members 
Mstep: Class 4 contains 35748 members 
Mstep: Class 5 contains 38184 members 
Mstep: Class 6 contains 17543 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4943 members 
Mstep: Class 10 contains 41812 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 21270 members 
Mstep: Class 13 contains 9880 members 
Mstep: Class 14 contains 28152 members 
Mstep: Class 15 contains 25082 members 
Mstep: Class 16 contains 2865 members 
Mstep: Class 17 contains 42470 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10703 members 
Mstep: Class 20 contains 31684 members 
Mstep: Class 21 contains 11729 members 
Mstep: Class 22 contains 2115 members 
Mstep: Class 23 contains 10882 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 8255 members 
Mstep: Class 26 contains 21150 members 
Mstep: Class 27 contains 2114 members 
Mstep: Class 28 contains 20117 members 
Mstep: Class 29 contains 8918 members 
Mstep: Class 30 contains 6294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739788.000000 Penalty: 64378.132812
Iteration 69Q: 31 clusters Score -4.973979e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 54918 members 
Mstep: Class 3 contains 48723 members 
Mstep: Class 4 contains 35389 members 
Mstep: Class 5 contains 38178 members 
Mstep: Class 6 contains 17538 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 41847 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 21278 members 
Mstep: Class 13 contains 9882 members 
Mstep: Class 14 contains 28761 members 
Mstep: Class 15 contains 25014 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 42517 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 10712 members 
Mstep: Class 20 contains 31468 members 
Mstep: Class 21 contains 11686 members 
Mstep: Class 22 contains 2117 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 2822 members 
Mstep: Class 25 contains 8236 members 
Mstep: Class 26 contains 21214 members 
Mstep: Class 27 contains 2114 members 
Mstep: Class 28 contains 20239 members 
Mstep: Class 29 contains 8933 members 
Mstep: Class 30 contains 6298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739648.000000 Penalty: 64378.132812
Iteration 70Q: 31 clusters Score -4.973965e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 54823 members 
Mstep: Class 3 contains 48691 members 
Mstep: Class 4 contains 35110 members 
Mstep: Class 5 contains 38166 members 
Mstep: Class 6 contains 17532 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 41888 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 21277 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 14 contains 29197 members 
Mstep: Class 15 contains 24965 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 42558 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10723 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 11643 members 
Mstep: Class 22 contains 2123 members 
Mstep: Class 23 contains 10873 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 21277 members 
Mstep: Class 27 contains 2115 members 
Mstep: Class 28 contains 20357 members 
Mstep: Class 29 contains 8947 members 
Mstep: Class 30 contains 6298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49739356.000000 Penalty: 64378.132812
Iteration 71Q: 31 clusters Score -4.973936e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 48662 members 
Mstep: Class 4 contains 34948 members 
Mstep: Class 5 contains 38165 members 
Mstep: Class 6 contains 17530 members 
Mstep: Class 7 contains 6410 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 41917 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 21272 members 
Mstep: Class 13 contains 9893 members 
Mstep: Class 14 contains 29491 members 
Mstep: Class 15 contains 24916 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 42606 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10733 members 
Mstep: Class 20 contains 31073 members 
Mstep: Class 21 contains 11597 members 
Mstep: Class 22 contains 2124 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 21356 members 
Mstep: Class 27 contains 2115 members 
Mstep: Class 28 contains 20470 members 
Mstep: Class 29 contains 8962 members 
Mstep: Class 30 contains 6299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738964.000000 Penalty: 64378.132812
Iteration 72Q: 31 clusters Score -4.973896e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 54674 members 
Mstep: Class 3 contains 48631 members 
Mstep: Class 4 contains 34840 members 
Mstep: Class 5 contains 38158 members 
Mstep: Class 6 contains 17529 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 41939 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 21276 members 
Mstep: Class 13 contains 9901 members 
Mstep: Class 14 contains 29680 members 
Mstep: Class 15 contains 24881 members 
Mstep: Class 16 contains 2870 members 
Mstep: Class 17 contains 42650 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10740 members 
Mstep: Class 20 contains 30892 members 
Mstep: Class 21 contains 11547 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 10861 members 
Mstep: Class 24 contains 2901 members 
Mstep: Class 25 contains 8197 members 
Mstep: Class 26 contains 21439 members 
Mstep: Class 27 contains 2114 members 
Mstep: Class 28 contains 20585 members 
Mstep: Class 29 contains 8979 members 
Mstep: Class 30 contains 6299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738564.000000 Penalty: 64378.132812
Iteration 73Q: 31 clusters Score -4.973856e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 54618 members 
Mstep: Class 3 contains 48601 members 
Mstep: Class 4 contains 34761 members 
Mstep: Class 5 contains 38152 members 
Mstep: Class 6 contains 17529 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4925 members 
Mstep: Class 10 contains 41956 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 21287 members 
Mstep: Class 13 contains 9907 members 
Mstep: Class 14 contains 29814 members 
Mstep: Class 15 contains 24859 members 
Mstep: Class 16 contains 2871 members 
Mstep: Class 17 contains 42700 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 10744 members 
Mstep: Class 20 contains 30728 members 
Mstep: Class 21 contains 11512 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 10856 members 
Mstep: Class 24 contains 2932 members 
Mstep: Class 25 contains 8190 members 
Mstep: Class 26 contains 21495 members 
Mstep: Class 27 contains 2114 members 
Mstep: Class 28 contains 20682 members 
Mstep: Class 29 contains 8987 members 
Mstep: Class 30 contains 6301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738372.000000 Penalty: 64378.132812
Iteration 74Q: 31 clusters Score -4.973837e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 54584 members 
Mstep: Class 3 contains 48567 members 
Mstep: Class 4 contains 34714 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 17528 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 41973 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 21288 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 29890 members 
Mstep: Class 15 contains 24844 members 
Mstep: Class 16 contains 2872 members 
Mstep: Class 17 contains 42733 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 10748 members 
Mstep: Class 20 contains 30600 members 
Mstep: Class 21 contains 11484 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 10853 members 
Mstep: Class 24 contains 2953 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 21549 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20761 members 
Mstep: Class 29 contains 9001 members 
Mstep: Class 30 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49738212.000000 Penalty: 64378.132812
Iteration 75Q: 31 clusters Score -4.973821e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 54570 members 
Mstep: Class 3 contains 48544 members 
Mstep: Class 4 contains 34672 members 
Mstep: Class 5 contains 38149 members 
Mstep: Class 6 contains 17530 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 41989 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 21294 members 
Mstep: Class 13 contains 9918 members 
Mstep: Class 14 contains 29959 members 
Mstep: Class 15 contains 24837 members 
Mstep: Class 16 contains 2872 members 
Mstep: Class 17 contains 42765 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10747 members 
Mstep: Class 20 contains 30482 members 
Mstep: Class 21 contains 11462 members 
Mstep: Class 22 contains 2135 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 2969 members 
Mstep: Class 25 contains 8191 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20807 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737860.000000 Penalty: 64378.132812
Iteration 76Q: 31 clusters Score -4.973786e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 54559 members 
Mstep: Class 3 contains 48518 members 
Mstep: Class 4 contains 34689 members 
Mstep: Class 5 contains 38148 members 
Mstep: Class 6 contains 17529 members 
Mstep: Class 7 contains 6410 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 42030 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21297 members 
Mstep: Class 13 contains 9925 members 
Mstep: Class 14 contains 29962 members 
Mstep: Class 15 contains 24838 members 
Mstep: Class 16 contains 2870 members 
Mstep: Class 17 contains 42787 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30374 members 
Mstep: Class 21 contains 11440 members 
Mstep: Class 22 contains 2135 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 8198 members 
Mstep: Class 26 contains 21641 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20837 members 
Mstep: Class 29 contains 9025 members 
Mstep: Class 30 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737616.000000 Penalty: 64378.132812
Iteration 77Q: 31 clusters Score -4.973762e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 54548 members 
Mstep: Class 3 contains 48498 members 
Mstep: Class 4 contains 34702 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 17529 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 42050 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 21299 members 
Mstep: Class 13 contains 9934 members 
Mstep: Class 14 contains 29952 members 
Mstep: Class 15 contains 24856 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 42803 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30281 members 
Mstep: Class 21 contains 11413 members 
Mstep: Class 22 contains 2135 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 2996 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 21684 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20880 members 
Mstep: Class 29 contains 9034 members 
Mstep: Class 30 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49737352.000000 Penalty: 64378.132812
Iteration 78Q: 31 clusters Score -4.973735e+07 nChanged 732
Entering ConstructFrom: 
Score: -49737352.000000 Penalty: 64378.132812
Entering ConstructFrom: 
Trying to split cluster 1 (19037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Entering Unmasked Estep 
Score: -1739287.625000 Penalty: 1601.297607
	Iteration 0F: 2 clusters Score -1739288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1726345.500000 Penalty: 3202.595215
	Iteration 0F: 3 clusters Score -1726346 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1731454.750000 Penalty: 3202.595215
	Iteration 1F: 3 clusters Score -1731455 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1732239.000000 Penalty: 3202.595215
	Iteration 2F: 3 clusters Score -1732239 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1733075.625000 Penalty: 3202.595215
	Iteration 3F: 3 clusters Score -1733076 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1733886.250000 Penalty: 3202.595215
	Iteration 4F: 3 clusters Score -1733886 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1734573.250000 Penalty: 3202.595215
	Iteration 5F: 3 clusters Score -1734573 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1735239.375000 Penalty: 3202.595215
	Iteration 6F: 3 clusters Score -1735239 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1735918.500000 Penalty: 3202.595215
	Iteration 7F: 3 clusters Score -1735918 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1736445.875000 Penalty: 3202.595215
	Iteration 8Q: 3 clusters Score -1736446 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1736860.375000 Penalty: 3202.595215
	Iteration 9Q: 3 clusters Score -1736860 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1737153.750000 Penalty: 3202.595215
	Iteration 10Q: 3 clusters Score -1737154 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1737327.500000 Penalty: 3202.595215
	Iteration 11Q: 3 clusters Score -1737328 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1737424.500000 Penalty: 3202.595215
	Iteration 12Q: 3 clusters Score -1737424 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1737475.625000 Penalty: 3202.595215
	Iteration 13Q: 3 clusters Score -1737476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1737512.375000 Penalty: 3202.595215
	Iteration 14Q: 3 clusters Score -1737512 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1737542.125000 Penalty: 3202.595215
	Iteration 15Q: 3 clusters Score -1737542 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1737568.375000 Penalty: 3202.595215
	Iteration 16Q: 3 clusters Score -1737568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1737605.625000 Penalty: 3202.595215
	Iteration 17Q: 3 clusters Score -1737606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1737614.625000 Penalty: 3202.595215
	Iteration 18Q: 3 clusters Score -1737615 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1737638.500000 Penalty: 3202.595215
	Iteration 19Q: 3 clusters Score -1737638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1737659.375000 Penalty: 3202.595215
	Iteration 20F: 3 clusters Score -1737659 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1737686.625000 Penalty: 3202.595215
	Iteration 21Q: 3 clusters Score -1737687 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1737714.375000 Penalty: 3202.595215
	Iteration 22Q: 3 clusters Score -1737714 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1737744.125000 Penalty: 3202.595215
	Iteration 23Q: 3 clusters Score -1737744 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1737790.750000 Penalty: 3202.595215
	Iteration 24Q: 3 clusters Score -1737791 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1737875.750000 Penalty: 3202.595215
	Iteration 25Q: 3 clusters Score -1737876 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1737954.875000 Penalty: 3202.595215
	Iteration 26Q: 3 clusters Score -1737955 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1738040.250000 Penalty: 3202.595215
	Iteration 27Q: 3 clusters Score -1738040 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1738134.875000 Penalty: 3202.595215
	Iteration 28Q: 3 clusters Score -1738135 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1738238.500000 Penalty: 3202.595215
	Iteration 29Q: 3 clusters Score -1738238 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1738388.125000 Penalty: 3202.595215
	Iteration 30Q: 3 clusters Score -1738388 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1738597.000000 Penalty: 3202.595215
	Iteration 31Q: 3 clusters Score -1738597 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1738916.125000 Penalty: 3202.595215
	Iteration 32Q: 3 clusters Score -1738916 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1739358.875000 Penalty: 3202.595215
	Iteration 33Q: 3 clusters Score -1739359 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1739788.875000 Penalty: 3202.595215
	Iteration 34Q: 3 clusters Score -1739789 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1740089.250000 Penalty: 3202.595215
	Iteration 35Q: 3 clusters Score -1740089 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1740233.500000 Penalty: 3202.595215
	Iteration 36Q: 3 clusters Score -1740234 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1740292.000000 Penalty: 3202.595215
	Iteration 37Q: 3 clusters Score -1740292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1740316.125000 Penalty: 3202.595215
	Iteration 38Q: 3 clusters Score -1740316 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1740338.625000 Penalty: 3202.595215
	Iteration 39Q: 3 clusters Score -1740339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1740344.875000 Penalty: 3202.595215
	Iteration 40F: 3 clusters Score -1740345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1740353.750000 Penalty: 3202.595215
	Iteration 41Q: 3 clusters Score -1740354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1740361.750000 Penalty: 3202.595215
	Iteration 42Q: 3 clusters Score -1740362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1740363.625000 Penalty: 3202.595215
	Iteration 43Q: 3 clusters Score -1740364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1740363.625000 Penalty: 3202.595215
	Iteration 44Q: 3 clusters Score -1740364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1740364.875000 Penalty: 3202.595215
	Iteration 45Q: 3 clusters Score -1740365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1740365.875000 Penalty: 3202.595215
	Iteration 46Q: 3 clusters Score -1740366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1740364.875000 Penalty: 3202.595215
	Iteration 47Q: 3 clusters Score -1740365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1740362.375000 Penalty: 3202.595215
	Iteration 48Q: 3 clusters Score -1740362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1740363.750000 Penalty: 3202.595215
	Iteration 49Q: 3 clusters Score -1740364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1740366.750000 Penalty: 3202.595215
	Iteration 50Q: 3 clusters Score -1740367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1740365.875000 Penalty: 3202.595215
	Iteration 51Q: 3 clusters Score -1740366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1740367.250000 Penalty: 3202.595215
	Iteration 52Q: 3 clusters Score -1740367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1740367.250000 Penalty: 3202.595215
	Iteration 53F: 3 clusters Score -1740367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 48481 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 6416 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Entering Unmasked Estep 
Score: -49737808.000000 Penalty: 66524.070312
Splitting cluster 1 changes total score from -49737352.000000 to -49737808.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (54544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Entering Unmasked Estep 
Score: -5082537.500000 Penalty: 1772.348999
	Iteration 0F: 2 clusters Score -5082538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5055786.000000 Penalty: 3544.697998
	Iteration 0F: 3 clusters Score -5055786 nChanged 25430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -5070705.000000 Penalty: 3544.697998
	Iteration 1F: 3 clusters Score -5070705 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -5071760.500000 Penalty: 3544.697998
	Iteration 2Q: 3 clusters Score -5071760 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5073151.500000 Penalty: 3544.697998
	Iteration 3F: 3 clusters Score -5073152 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5074947.000000 Penalty: 3544.697998
	Iteration 4F: 3 clusters Score -5074947 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5076730.000000 Penalty: 3544.697998
	Iteration 5F: 3 clusters Score -5076730 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -5077985.500000 Penalty: 3544.697998
	Iteration 6F: 3 clusters Score -5077986 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -5079070.000000 Penalty: 3544.697998
	Iteration 7F: 3 clusters Score -5079070 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5079770.000000 Penalty: 3544.697998
	Iteration 8Q: 3 clusters Score -5079770 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5080355.000000 Penalty: 3544.697998
	Iteration 9Q: 3 clusters Score -5080355 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5080753.000000 Penalty: 3544.697998
	Iteration 10Q: 3 clusters Score -5080753 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5080996.500000 Penalty: 3544.697998
	Iteration 11Q: 3 clusters Score -5080996 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5081108.500000 Penalty: 3544.697998
	Iteration 12Q: 3 clusters Score -5081108 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5081265.000000 Penalty: 3544.697998
	Iteration 13Q: 3 clusters Score -5081265 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5081384.500000 Penalty: 3544.697998
	Iteration 14Q: 3 clusters Score -5081384 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5081431.500000 Penalty: 3544.697998
	Iteration 15Q: 3 clusters Score -5081432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5081456.000000 Penalty: 3544.697998
	Iteration 16Q: 3 clusters Score -5081456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5081465.000000 Penalty: 3544.697998
	Iteration 17Q: 3 clusters Score -5081465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5081472.500000 Penalty: 3544.697998
	Iteration 18Q: 3 clusters Score -5081472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5081452.500000 Penalty: 3544.697998
	Iteration 19Q: 3 clusters Score -5081452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5081460.500000 Penalty: 3544.697998
	Iteration 20F: 3 clusters Score -5081460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5081464.000000 Penalty: 3544.697998
	Iteration 21Q: 3 clusters Score -5081464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5081456.500000 Penalty: 3544.697998
	Iteration 22Q: 3 clusters Score -5081456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5081459.500000 Penalty: 3544.697998
	Iteration 23Q: 3 clusters Score -5081460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5081458.500000 Penalty: 3544.697998
	Iteration 24Q: 3 clusters Score -5081458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5081455.500000 Penalty: 3544.697998
	Iteration 25Q: 3 clusters Score -5081456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5081459.500000 Penalty: 3544.697998
	Iteration 26Q: 3 clusters Score -5081460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5081460.500000 Penalty: 3544.697998
	Iteration 27Q: 3 clusters Score -5081460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5081459.500000 Penalty: 3544.697998
	Iteration 28Q: 3 clusters Score -5081460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5081461.500000 Penalty: 3544.697998
	Iteration 29Q: 3 clusters Score -5081462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5081461.500000 Penalty: 3544.697998
	Iteration 30F: 3 clusters Score -5081462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Entering Unmasked Estep 
Score: -4606287.500000 Penalty: 1753.200684
	Iteration 0F: 2 clusters Score -4606288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4581953.500000 Penalty: 3506.401367
	Iteration 0F: 3 clusters Score -4581954 nChanged 22713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4594918.500000 Penalty: 3506.401367
	Iteration 1F: 3 clusters Score -4594918 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4595681.500000 Penalty: 3506.401367
	Iteration 2Q: 3 clusters Score -4595682 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4596586.000000 Penalty: 3506.401367
	Iteration 3F: 3 clusters Score -4596586 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4597611.500000 Penalty: 3506.401367
	Iteration 4F: 3 clusters Score -4597612 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4598848.500000 Penalty: 3506.401367
	Iteration 5F: 3 clusters Score -4598848 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4600260.000000 Penalty: 3506.401367
	Iteration 6F: 3 clusters Score -4600260 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4601744.000000 Penalty: 3506.401367
	Iteration 7F: 3 clusters Score -4601744 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4603433.000000 Penalty: 3506.401367
	Iteration 8F: 3 clusters Score -4603433 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4605003.500000 Penalty: 3506.401367
	Iteration 9Q: 3 clusters Score -4605004 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4606079.500000 Penalty: 3506.401367
	Iteration 10Q: 3 clusters Score -4606080 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4606738.000000 Penalty: 3506.401367
	Iteration 11Q: 3 clusters Score -4606738 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4607239.500000 Penalty: 3506.401367
	Iteration 12Q: 3 clusters Score -4607240 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4607666.500000 Penalty: 3506.401367
	Iteration 13Q: 3 clusters Score -4607666 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4608140.500000 Penalty: 3506.401367
	Iteration 14Q: 3 clusters Score -4608140 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -4608456.000000 Penalty: 3506.401367
	Iteration 15Q: 3 clusters Score -4608456 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4608647.500000 Penalty: 3506.401367
	Iteration 16Q: 3 clusters Score -4608648 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -4608836.500000 Penalty: 3506.401367
	Iteration 17Q: 3 clusters Score -4608836 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -4609056.500000 Penalty: 3506.401367
	Iteration 18Q: 3 clusters Score -4609056 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4609260.500000 Penalty: 3506.401367
	Iteration 19Q: 3 clusters Score -4609260 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4609427.000000 Penalty: 3506.401367
	Iteration 20F: 3 clusters Score -4609427 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4609538.000000 Penalty: 3506.401367
	Iteration 21Q: 3 clusters Score -4609538 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4609608.500000 Penalty: 3506.401367
	Iteration 22Q: 3 clusters Score -4609608 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4609692.000000 Penalty: 3506.401367
	Iteration 23Q: 3 clusters Score -4609692 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4609694.000000 Penalty: 3506.401367
	Iteration 24Q: 3 clusters Score -4609694 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -4609705.500000 Penalty: 3506.401367
	Iteration 25Q: 3 clusters Score -4609706 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4609729.500000 Penalty: 3506.401367
	Iteration 26Q: 3 clusters Score -4609730 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4609739.500000 Penalty: 3506.401367
	Iteration 27Q: 3 clusters Score -4609740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -4609762.500000 Penalty: 3506.401367
	Iteration 28Q: 3 clusters Score -4609762 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4609773.500000 Penalty: 3506.401367
	Iteration 29Q: 3 clusters Score -4609774 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -4609757.500000 Penalty: 3506.401367
	Iteration 30Q: 3 clusters Score -4609758 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -4609731.000000 Penalty: 3506.401367
	Iteration 31Q: 3 clusters Score -4609731 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4609711.500000 Penalty: 3506.401367
	Iteration 32Q: 3 clusters Score -4609712 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4609697.500000 Penalty: 3506.401367
	Iteration 33Q: 3 clusters Score -4609698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4609687.500000 Penalty: 3506.401367
	Iteration 34Q: 3 clusters Score -4609688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -4609696.500000 Penalty: 3506.401367
	Iteration 35Q: 3 clusters Score -4609696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -4609696.000000 Penalty: 3506.401367
	Iteration 36Q: 3 clusters Score -4609696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -4609678.500000 Penalty: 3506.401367
	Iteration 37Q: 3 clusters Score -4609678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4609678.000000 Penalty: 3506.401367
	Iteration 38Q: 3 clusters Score -4609678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4609640.500000 Penalty: 3506.401367
	Iteration 39Q: 3 clusters Score -4609640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -4609618.000000 Penalty: 3506.401367
	Iteration 40F: 3 clusters Score -4609618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4609601.000000 Penalty: 3506.401367
	Iteration 41Q: 3 clusters Score -4609601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -4609607.500000 Penalty: 3506.401367
	Iteration 42Q: 3 clusters Score -4609608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -4609586.000000 Penalty: 3506.401367
	Iteration 43Q: 3 clusters Score -4609586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -4609583.000000 Penalty: 3506.401367
	Iteration 44Q: 3 clusters Score -4609583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4609563.500000 Penalty: 3506.401367
	Iteration 45Q: 3 clusters Score -4609564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4609560.000000 Penalty: 3506.401367
	Iteration 46Q: 3 clusters Score -4609560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4609551.000000 Penalty: 3506.401367
	Iteration 47Q: 3 clusters Score -4609551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -4609535.000000 Penalty: 3506.401367
	Iteration 48Q: 3 clusters Score -4609535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4609530.000000 Penalty: 3506.401367
	Iteration 49Q: 3 clusters Score -4609530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4609518.500000 Penalty: 3506.401367
	Iteration 50Q: 3 clusters Score -4609518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -4609518.000000 Penalty: 3506.401367
	Iteration 51Q: 3 clusters Score -4609518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4609511.000000 Penalty: 3506.401367
	Iteration 52Q: 3 clusters Score -4609511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -4609520.000000 Penalty: 3506.401367
	Iteration 53Q: 3 clusters Score -4609520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4609518.500000 Penalty: 3506.401367
	Iteration 54Q: 3 clusters Score -4609518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -4609518.500000 Penalty: 3506.401367
	Iteration 55Q: 3 clusters Score -4609518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4609512.000000 Penalty: 3506.401367
	Iteration 56Q: 3 clusters Score -4609512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -4609508.000000 Penalty: 3506.401367
	Iteration 57Q: 3 clusters Score -4609508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4609500.500000 Penalty: 3506.401367
	Iteration 58Q: 3 clusters Score -4609500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -4609501.500000 Penalty: 3506.401367
	Iteration 59Q: 3 clusters Score -4609502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4609500.500000 Penalty: 3506.401367
	Iteration 60F: 3 clusters Score -4609500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -4609503.500000 Penalty: 3506.401367
	Iteration 61Q: 3 clusters Score -4609504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4609500.500000 Penalty: 3506.401367
	Iteration 62Q: 3 clusters Score -4609500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4609500.500000 Penalty: 3506.401367
	Iteration 63F: 3 clusters Score -4609500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 6416 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Entering Unmasked Estep 
Score: -49740784.000000 Penalty: 68670.007812
Splitting cluster 3 changes total score from -49737352.000000 to -49740784.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 4 (34700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Entering Unmasked Estep 
Score: -3413157.750000 Penalty: 1698.855469
	Iteration 0F: 2 clusters Score -3413158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3392878.750000 Penalty: 3397.710938
	Iteration 0F: 3 clusters Score -3392879 nChanged 15958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3401930.250000 Penalty: 3397.710938
	Iteration 1F: 3 clusters Score -3401930 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3402460.250000 Penalty: 3397.710938
	Iteration 2Q: 3 clusters Score -3402460 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3403134.250000 Penalty: 3397.710938
	Iteration 3Q: 3 clusters Score -3403134 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3403981.000000 Penalty: 3397.710938
	Iteration 4F: 3 clusters Score -3403981 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3405031.000000 Penalty: 3397.710938
	Iteration 5F: 3 clusters Score -3405031 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3406276.000000 Penalty: 3397.710938
	Iteration 6F: 3 clusters Score -3406276 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3407658.750000 Penalty: 3397.710938
	Iteration 7F: 3 clusters Score -3407659 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3409288.000000 Penalty: 3397.710938
	Iteration 8F: 3 clusters Score -3409288 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3410546.500000 Penalty: 3397.710938
	Iteration 9Q: 3 clusters Score -3410546 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3411469.000000 Penalty: 3397.710938
	Iteration 10Q: 3 clusters Score -3411469 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3411907.500000 Penalty: 3397.710938
	Iteration 11Q: 3 clusters Score -3411908 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3411978.750000 Penalty: 3397.710938
	Iteration 12Q: 3 clusters Score -3411979 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3411966.500000 Penalty: 3397.710938
	Iteration 13Q: 3 clusters Score -3411966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3411981.750000 Penalty: 3397.710938
	Iteration 14Q: 3 clusters Score -3411982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3411980.500000 Penalty: 3397.710938
	Iteration 15Q: 3 clusters Score -3411980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3411986.750000 Penalty: 3397.710938
	Iteration 16Q: 3 clusters Score -3411987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3412011.250000 Penalty: 3397.710938
	Iteration 17Q: 3 clusters Score -3412011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3412017.000000 Penalty: 3397.710938
	Iteration 18Q: 3 clusters Score -3412017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3412018.000000 Penalty: 3397.710938
	Iteration 19Q: 3 clusters Score -3412018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3412017.750000 Penalty: 3397.710938
	Iteration 20F: 3 clusters Score -3412018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3412013.250000 Penalty: 3397.710938
	Iteration 21Q: 3 clusters Score -3412013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3412021.750000 Penalty: 3397.710938
	Iteration 22Q: 3 clusters Score -3412022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3412019.500000 Penalty: 3397.710938
	Iteration 23Q: 3 clusters Score -3412020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3412015.500000 Penalty: 3397.710938
	Iteration 24Q: 3 clusters Score -3412016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3412018.250000 Penalty: 3397.710938
	Iteration 25Q: 3 clusters Score -3412018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3412021.500000 Penalty: 3397.710938
	Iteration 26Q: 3 clusters Score -3412022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3412023.000000 Penalty: 3397.710938
	Iteration 27Q: 3 clusters Score -3412023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3412022.500000 Penalty: 3397.710938
	Iteration 28Q: 3 clusters Score -3412022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3412031.750000 Penalty: 3397.710938
	Iteration 29Q: 3 clusters Score -3412032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3412035.250000 Penalty: 3397.710938
	Iteration 30Q: 3 clusters Score -3412035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3412036.250000 Penalty: 3397.710938
	Iteration 31Q: 3 clusters Score -3412036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3412036.250000 Penalty: 3397.710938
	Iteration 32F: 3 clusters Score -3412036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Entering Unmasked Estep 
Score: -3651121.750000 Penalty: 1714.236816
	Iteration 0F: 2 clusters Score -3651122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3626188.250000 Penalty: 3428.473633
	Iteration 0F: 3 clusters Score -3626188 nChanged 17612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3636219.250000 Penalty: 3428.473633
	Iteration 1F: 3 clusters Score -3636219 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3637238.250000 Penalty: 3428.473633
	Iteration 2F: 3 clusters Score -3637238 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3638753.000000 Penalty: 3428.473633
	Iteration 3F: 3 clusters Score -3638753 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3640799.250000 Penalty: 3428.473633
	Iteration 4F: 3 clusters Score -3640799 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3643125.500000 Penalty: 3428.473633
	Iteration 5F: 3 clusters Score -3643126 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3645105.750000 Penalty: 3428.473633
	Iteration 6F: 3 clusters Score -3645106 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -3646592.750000 Penalty: 3428.473633
	Iteration 7Q: 3 clusters Score -3646593 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -3647597.250000 Penalty: 3428.473633
	Iteration 8Q: 3 clusters Score -3647597 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -3648493.500000 Penalty: 3428.473633
	Iteration 9Q: 3 clusters Score -3648494 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -3649092.500000 Penalty: 3428.473633
	Iteration 10Q: 3 clusters Score -3649092 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3649441.000000 Penalty: 3428.473633
	Iteration 11Q: 3 clusters Score -3649441 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -3649710.500000 Penalty: 3428.473633
	Iteration 12Q: 3 clusters Score -3649710 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -3649899.250000 Penalty: 3428.473633
	Iteration 13Q: 3 clusters Score -3649899 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -3650031.750000 Penalty: 3428.473633
	Iteration 14Q: 3 clusters Score -3650032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -3650121.000000 Penalty: 3428.473633
	Iteration 15Q: 3 clusters Score -3650121 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -3650191.250000 Penalty: 3428.473633
	Iteration 16Q: 3 clusters Score -3650191 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -3650238.750000 Penalty: 3428.473633
	Iteration 17Q: 3 clusters Score -3650239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -3650269.250000 Penalty: 3428.473633
	Iteration 18Q: 3 clusters Score -3650269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -3650321.750000 Penalty: 3428.473633
	Iteration 19Q: 3 clusters Score -3650322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -3650375.250000 Penalty: 3428.473633
	Iteration 20F: 3 clusters Score -3650375 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -3650420.250000 Penalty: 3428.473633
	Iteration 21Q: 3 clusters Score -3650420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -3650466.500000 Penalty: 3428.473633
	Iteration 22Q: 3 clusters Score -3650466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -3650509.250000 Penalty: 3428.473633
	Iteration 23Q: 3 clusters Score -3650509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -3650535.250000 Penalty: 3428.473633
	Iteration 24Q: 3 clusters Score -3650535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -3650560.500000 Penalty: 3428.473633
	Iteration 25Q: 3 clusters Score -3650560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -3650579.250000 Penalty: 3428.473633
	Iteration 26Q: 3 clusters Score -3650579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -3650590.500000 Penalty: 3428.473633
	Iteration 27Q: 3 clusters Score -3650590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -3650595.250000 Penalty: 3428.473633
	Iteration 28Q: 3 clusters Score -3650595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -3650599.000000 Penalty: 3428.473633
	Iteration 29Q: 3 clusters Score -3650599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -3650608.500000 Penalty: 3428.473633
	Iteration 30Q: 3 clusters Score -3650608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -3650608.750000 Penalty: 3428.473633
	Iteration 31Q: 3 clusters Score -3650609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -3650617.500000 Penalty: 3428.473633
	Iteration 32Q: 3 clusters Score -3650618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -3650614.000000 Penalty: 3428.473633
	Iteration 33Q: 3 clusters Score -3650614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -3650617.000000 Penalty: 3428.473633
	Iteration 34Q: 3 clusters Score -3650617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -3650614.000000 Penalty: 3428.473633
	Iteration 35Q: 3 clusters Score -3650614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3650614.000000 Penalty: 3428.473633
	Iteration 36Q: 3 clusters Score -3650614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3650613.500000 Penalty: 3428.473633
	Iteration 37Q: 3 clusters Score -3650614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3650613.500000 Penalty: 3428.473633
	Iteration 38F: 3 clusters Score -3650614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Entering Unmasked Estep 
Score: -1685197.500000 Penalty: 1587.868408
	Iteration 0F: 2 clusters Score -1685198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1673231.125000 Penalty: 3175.736816
	Iteration 0F: 3 clusters Score -1673231 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1677443.375000 Penalty: 3175.736816
	Iteration 1F: 3 clusters Score -1677443 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1677756.125000 Penalty: 3175.736816
	Iteration 2F: 3 clusters Score -1677756 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1677995.625000 Penalty: 3175.736816
	Iteration 3Q: 3 clusters Score -1677996 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1678181.625000 Penalty: 3175.736816
	Iteration 4Q: 3 clusters Score -1678182 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1678348.375000 Penalty: 3175.736816
	Iteration 5Q: 3 clusters Score -1678348 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1678500.750000 Penalty: 3175.736816
	Iteration 6Q: 3 clusters Score -1678501 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1678647.625000 Penalty: 3175.736816
	Iteration 7Q: 3 clusters Score -1678648 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1678835.875000 Penalty: 3175.736816
	Iteration 8Q: 3 clusters Score -1678836 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1679054.000000 Penalty: 3175.736816
	Iteration 9Q: 3 clusters Score -1679054 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1679338.500000 Penalty: 3175.736816
	Iteration 10Q: 3 clusters Score -1679338 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1679669.750000 Penalty: 3175.736816
	Iteration 11Q: 3 clusters Score -1679670 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1680060.500000 Penalty: 3175.736816
	Iteration 12Q: 3 clusters Score -1680060 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1680515.125000 Penalty: 3175.736816
	Iteration 13Q: 3 clusters Score -1680515 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1680997.625000 Penalty: 3175.736816
	Iteration 14Q: 3 clusters Score -1680998 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1681483.375000 Penalty: 3175.736816
	Iteration 15Q: 3 clusters Score -1681483 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1681896.875000 Penalty: 3175.736816
	Iteration 16Q: 3 clusters Score -1681897 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1682180.750000 Penalty: 3175.736816
	Iteration 17Q: 3 clusters Score -1682181 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1682372.375000 Penalty: 3175.736816
	Iteration 18Q: 3 clusters Score -1682372 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1682503.500000 Penalty: 3175.736816
	Iteration 19Q: 3 clusters Score -1682504 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1682624.500000 Penalty: 3175.736816
	Iteration 20F: 3 clusters Score -1682624 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1682725.625000 Penalty: 3175.736816
	Iteration 21Q: 3 clusters Score -1682726 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1682837.000000 Penalty: 3175.736816
	Iteration 22Q: 3 clusters Score -1682837 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1682962.750000 Penalty: 3175.736816
	Iteration 23Q: 3 clusters Score -1682963 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1683079.875000 Penalty: 3175.736816
	Iteration 24Q: 3 clusters Score -1683080 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1683195.000000 Penalty: 3175.736816
	Iteration 25Q: 3 clusters Score -1683195 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1683330.875000 Penalty: 3175.736816
	Iteration 26Q: 3 clusters Score -1683331 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1683447.000000 Penalty: 3175.736816
	Iteration 27Q: 3 clusters Score -1683447 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1683551.000000 Penalty: 3175.736816
	Iteration 28Q: 3 clusters Score -1683551 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1683647.500000 Penalty: 3175.736816
	Iteration 29Q: 3 clusters Score -1683648 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1683741.625000 Penalty: 3175.736816
	Iteration 30Q: 3 clusters Score -1683742 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1683820.875000 Penalty: 3175.736816
	Iteration 31Q: 3 clusters Score -1683821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1683870.625000 Penalty: 3175.736816
	Iteration 32Q: 3 clusters Score -1683871 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1683922.625000 Penalty: 3175.736816
	Iteration 33Q: 3 clusters Score -1683923 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1683972.500000 Penalty: 3175.736816
	Iteration 34Q: 3 clusters Score -1683972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1684021.375000 Penalty: 3175.736816
	Iteration 35Q: 3 clusters Score -1684021 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1684059.625000 Penalty: 3175.736816
	Iteration 36Q: 3 clusters Score -1684060 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1684088.500000 Penalty: 3175.736816
	Iteration 37Q: 3 clusters Score -1684088 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1684118.000000 Penalty: 3175.736816
	Iteration 38Q: 3 clusters Score -1684118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1684145.625000 Penalty: 3175.736816
	Iteration 39Q: 3 clusters Score -1684146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1684166.250000 Penalty: 3175.736816
	Iteration 40F: 3 clusters Score -1684166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1684197.375000 Penalty: 3175.736816
	Iteration 41Q: 3 clusters Score -1684197 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1684221.125000 Penalty: 3175.736816
	Iteration 42Q: 3 clusters Score -1684221 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1684245.500000 Penalty: 3175.736816
	Iteration 43Q: 3 clusters Score -1684246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1684270.750000 Penalty: 3175.736816
	Iteration 44Q: 3 clusters Score -1684271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1684285.625000 Penalty: 3175.736816
	Iteration 45Q: 3 clusters Score -1684286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1684303.750000 Penalty: 3175.736816
	Iteration 46Q: 3 clusters Score -1684304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1684313.500000 Penalty: 3175.736816
	Iteration 47Q: 3 clusters Score -1684314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1684321.000000 Penalty: 3175.736816
	Iteration 48Q: 3 clusters Score -1684321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1684323.125000 Penalty: 3175.736816
	Iteration 49Q: 3 clusters Score -1684323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1684329.125000 Penalty: 3175.736816
	Iteration 50Q: 3 clusters Score -1684329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1684332.250000 Penalty: 3175.736816
	Iteration 51Q: 3 clusters Score -1684332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1684343.875000 Penalty: 3175.736816
	Iteration 52Q: 3 clusters Score -1684344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1684346.625000 Penalty: 3175.736816
	Iteration 53Q: 3 clusters Score -1684347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1684350.750000 Penalty: 3175.736816
	Iteration 54Q: 3 clusters Score -1684351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1684352.500000 Penalty: 3175.736816
	Iteration 55Q: 3 clusters Score -1684352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1684356.750000 Penalty: 3175.736816
	Iteration 56Q: 3 clusters Score -1684357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1684356.125000 Penalty: 3175.736816
	Iteration 57Q: 3 clusters Score -1684356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1684356.000000 Penalty: 3175.736816
	Iteration 58Q: 3 clusters Score -1684356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1684357.875000 Penalty: 3175.736816
	Iteration 59Q: 3 clusters Score -1684358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1684356.875000 Penalty: 3175.736816
	Iteration 60F: 3 clusters Score -1684357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1684362.875000 Penalty: 3175.736816
	Iteration 61Q: 3 clusters Score -1684363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1684366.500000 Penalty: 3175.736816
	Iteration 62Q: 3 clusters Score -1684366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1684370.500000 Penalty: 3175.736816
	Iteration 63Q: 3 clusters Score -1684370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1684375.125000 Penalty: 3175.736816
	Iteration 64Q: 3 clusters Score -1684375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1684373.500000 Penalty: 3175.736816
	Iteration 65Q: 3 clusters Score -1684374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1684378.000000 Penalty: 3175.736816
	Iteration 66Q: 3 clusters Score -1684378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1684377.875000 Penalty: 3175.736816
	Iteration 67Q: 3 clusters Score -1684378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1684376.250000 Penalty: 3175.736816
	Iteration 68Q: 3 clusters Score -1684376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1684377.625000 Penalty: 3175.736816
	Iteration 69Q: 3 clusters Score -1684378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1684376.875000 Penalty: 3175.736816
	Iteration 70Q: 3 clusters Score -1684377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1684375.000000 Penalty: 3175.736816
	Iteration 71Q: 3 clusters Score -1684375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1684377.250000 Penalty: 3175.736816
	Iteration 72Q: 3 clusters Score -1684377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1684377.250000 Penalty: 3175.736816
	Iteration 73F: 3 clusters Score -1684377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -573350.812500 Penalty: 1424.564331
	Iteration 0F: 2 clusters Score -573350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -568530.625000 Penalty: 2849.128662
	Iteration 0F: 3 clusters Score -568530.6 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -570784.937500 Penalty: 2849.128662
	Iteration 1F: 3 clusters Score -570784.9 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -571851.375000 Penalty: 2849.128662
	Iteration 2F: 3 clusters Score -571851.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -572548.437500 Penalty: 2849.128662
	Iteration 3F: 3 clusters Score -572548.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -573011.562500 Penalty: 2849.128662
	Iteration 4F: 3 clusters Score -573011.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -573312.312500 Penalty: 2849.128662
	Iteration 5Q: 3 clusters Score -573312.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -573494.062500 Penalty: 2849.128662
	Iteration 6Q: 3 clusters Score -573494.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -573611.500000 Penalty: 2849.128662
	Iteration 7Q: 3 clusters Score -573611.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -573703.187500 Penalty: 2849.128662
	Iteration 8Q: 3 clusters Score -573703.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -573767.750000 Penalty: 2849.128662
	Iteration 9Q: 3 clusters Score -573767.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -573820.375000 Penalty: 2849.128662
	Iteration 10Q: 3 clusters Score -573820.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -573840.437500 Penalty: 2849.128662
	Iteration 11Q: 3 clusters Score -573840.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -573857.687500 Penalty: 2849.128662
	Iteration 12Q: 3 clusters Score -573857.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -573874.062500 Penalty: 2849.128662
	Iteration 13Q: 3 clusters Score -573874.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -573887.625000 Penalty: 2849.128662
	Iteration 14Q: 3 clusters Score -573887.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -573910.937500 Penalty: 2849.128662
	Iteration 15Q: 3 clusters Score -573910.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -573929.187500 Penalty: 2849.128662
	Iteration 16Q: 3 clusters Score -573929.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -573949.312500 Penalty: 2849.128662
	Iteration 17Q: 3 clusters Score -573949.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -573957.062500 Penalty: 2849.128662
	Iteration 18Q: 3 clusters Score -573957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -573960.812500 Penalty: 2849.128662
	Iteration 19Q: 3 clusters Score -573960.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -573963.437500 Penalty: 2849.128662
	Iteration 20F: 3 clusters Score -573963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -573965.375000 Penalty: 2849.128662
	Iteration 21Q: 3 clusters Score -573965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -573964.750000 Penalty: 2849.128662
	Iteration 22Q: 3 clusters Score -573964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -573964.750000 Penalty: 2849.128662
	Iteration 23F: 3 clusters Score -573964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 1014 members 
Entering Unmasked Estep 
Score: -49740608.000000 Penalty: 70815.945312
Splitting cluster 7 changes total score from -49737352.000000 to -49740608.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 8 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -467048.468750 Penalty: 1391.134399
	Iteration 0F: 2 clusters Score -467048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -462922.656250 Penalty: 2782.268799
	Iteration 0F: 3 clusters Score -462922.7 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -464242.750000 Penalty: 2782.268799
	Iteration 1F: 3 clusters Score -464242.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -464599.656250 Penalty: 2782.268799
	Iteration 2F: 3 clusters Score -464599.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -464946.250000 Penalty: 2782.268799
	Iteration 3F: 3 clusters Score -464946.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -465224.281250 Penalty: 2782.268799
	Iteration 4F: 3 clusters Score -465224.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -465410.187500 Penalty: 2782.268799
	Iteration 5F: 3 clusters Score -465410.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -465538.500000 Penalty: 2782.268799
	Iteration 6Q: 3 clusters Score -465538.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -465623.312500 Penalty: 2782.268799
	Iteration 7Q: 3 clusters Score -465623.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -465677.093750 Penalty: 2782.268799
	Iteration 8Q: 3 clusters Score -465677.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -465726.656250 Penalty: 2782.268799
	Iteration 9Q: 3 clusters Score -465726.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -465761.843750 Penalty: 2782.268799
	Iteration 10Q: 3 clusters Score -465761.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -465787.875000 Penalty: 2782.268799
	Iteration 11Q: 3 clusters Score -465787.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -465815.906250 Penalty: 2782.268799
	Iteration 12Q: 3 clusters Score -465815.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -465841.531250 Penalty: 2782.268799
	Iteration 13Q: 3 clusters Score -465841.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -465862.906250 Penalty: 2782.268799
	Iteration 14Q: 3 clusters Score -465862.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -465879.625000 Penalty: 2782.268799
	Iteration 15Q: 3 clusters Score -465879.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -465893.593750 Penalty: 2782.268799
	Iteration 16Q: 3 clusters Score -465893.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -465911.375000 Penalty: 2782.268799
	Iteration 17Q: 3 clusters Score -465911.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -465926.718750 Penalty: 2782.268799
	Iteration 18Q: 3 clusters Score -465926.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -465940.343750 Penalty: 2782.268799
	Iteration 19Q: 3 clusters Score -465940.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -465954.687500 Penalty: 2782.268799
	Iteration 20F: 3 clusters Score -465954.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -465969.312500 Penalty: 2782.268799
	Iteration 21Q: 3 clusters Score -465969.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -465981.687500 Penalty: 2782.268799
	Iteration 22Q: 3 clusters Score -465981.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -465998.312500 Penalty: 2782.268799
	Iteration 23Q: 3 clusters Score -465998.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -466012.375000 Penalty: 2782.268799
	Iteration 24Q: 3 clusters Score -466012.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -466023.031250 Penalty: 2782.268799
	Iteration 25Q: 3 clusters Score -466023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -466032.281250 Penalty: 2782.268799
	Iteration 26Q: 3 clusters Score -466032.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -466041.656250 Penalty: 2782.268799
	Iteration 27Q: 3 clusters Score -466041.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -466054.031250 Penalty: 2782.268799
	Iteration 28Q: 3 clusters Score -466054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -466069.656250 Penalty: 2782.268799
	Iteration 29Q: 3 clusters Score -466069.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -466080.468750 Penalty: 2782.268799
	Iteration 30Q: 3 clusters Score -466080.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -466089.968750 Penalty: 2782.268799
	Iteration 31Q: 3 clusters Score -466090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -466099.593750 Penalty: 2782.268799
	Iteration 32Q: 3 clusters Score -466099.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -466110.593750 Penalty: 2782.268799
	Iteration 33Q: 3 clusters Score -466110.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -466121.406250 Penalty: 2782.268799
	Iteration 34Q: 3 clusters Score -466121.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -466128.625000 Penalty: 2782.268799
	Iteration 35Q: 3 clusters Score -466128.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -466138.531250 Penalty: 2782.268799
	Iteration 36Q: 3 clusters Score -466138.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -466143.875000 Penalty: 2782.268799
	Iteration 37Q: 3 clusters Score -466143.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -466148.593750 Penalty: 2782.268799
	Iteration 38Q: 3 clusters Score -466148.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -466153.187500 Penalty: 2782.268799
	Iteration 39Q: 3 clusters Score -466153.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -466159.312500 Penalty: 2782.268799
	Iteration 40F: 3 clusters Score -466159.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -466163.593750 Penalty: 2782.268799
	Iteration 41Q: 3 clusters Score -466163.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -466168.062500 Penalty: 2782.268799
	Iteration 42Q: 3 clusters Score -466168.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -466171.968750 Penalty: 2782.268799
	Iteration 43Q: 3 clusters Score -466172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -466174.250000 Penalty: 2782.268799
	Iteration 44Q: 3 clusters Score -466174.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -466177.625000 Penalty: 2782.268799
	Iteration 45Q: 3 clusters Score -466177.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -466181.843750 Penalty: 2782.268799
	Iteration 46Q: 3 clusters Score -466181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -466183.718750 Penalty: 2782.268799
	Iteration 47Q: 3 clusters Score -466183.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -466188.562500 Penalty: 2782.268799
	Iteration 48Q: 3 clusters Score -466188.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -466189.718750 Penalty: 2782.268799
	Iteration 49Q: 3 clusters Score -466189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -466192.625000 Penalty: 2782.268799
	Iteration 50Q: 3 clusters Score -466192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -466193.093750 Penalty: 2782.268799
	Iteration 51Q: 3 clusters Score -466193.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -466195.468750 Penalty: 2782.268799
	Iteration 52Q: 3 clusters Score -466195.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -466195.843750 Penalty: 2782.268799
	Iteration 53Q: 3 clusters Score -466195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -466197.500000 Penalty: 2782.268799
	Iteration 54Q: 3 clusters Score -466197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -466196.062500 Penalty: 2782.268799
	Iteration 55Q: 3 clusters Score -466196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -466196.937500 Penalty: 2782.268799
	Iteration 56Q: 3 clusters Score -466196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -466197.406250 Penalty: 2782.268799
	Iteration 57Q: 3 clusters Score -466197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -466197.562500 Penalty: 2782.268799
	Iteration 58Q: 3 clusters Score -466197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -466199.125000 Penalty: 2782.268799
	Iteration 59Q: 3 clusters Score -466199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -466199.531250 Penalty: 2782.268799
	Iteration 60F: 3 clusters Score -466199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -466198.968750 Penalty: 2782.268799
	Iteration 61Q: 3 clusters Score -466199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -466198.968750 Penalty: 2782.268799
	Iteration 62F: 3 clusters Score -466199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -420619.468750 Penalty: 1381.554932
	Iteration 0F: 2 clusters Score -420619.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -416762.500000 Penalty: 2763.109863
	Iteration 0F: 3 clusters Score -416762.5 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -419188.312500 Penalty: 2763.109863
	Iteration 1F: 3 clusters Score -419188.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -420672.187500 Penalty: 2763.109863
	Iteration 2F: 3 clusters Score -420672.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -421770.125000 Penalty: 2763.109863
	Iteration 3F: 3 clusters Score -421770.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -422560.906250 Penalty: 2763.109863
	Iteration 4F: 3 clusters Score -422560.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -422902.593750 Penalty: 2763.109863
	Iteration 5F: 3 clusters Score -422902.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -423087.312500 Penalty: 2763.109863
	Iteration 6Q: 3 clusters Score -423087.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -423212.093750 Penalty: 2763.109863
	Iteration 7Q: 3 clusters Score -423212.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -423257.312500 Penalty: 2763.109863
	Iteration 8Q: 3 clusters Score -423257.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -423274.593750 Penalty: 2763.109863
	Iteration 9Q: 3 clusters Score -423274.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -423287.718750 Penalty: 2763.109863
	Iteration 10Q: 3 clusters Score -423287.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -423300.062500 Penalty: 2763.109863
	Iteration 11Q: 3 clusters Score -423300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -423306.468750 Penalty: 2763.109863
	Iteration 12Q: 3 clusters Score -423306.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -423312.093750 Penalty: 2763.109863
	Iteration 13Q: 3 clusters Score -423312.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -423318.343750 Penalty: 2763.109863
	Iteration 14Q: 3 clusters Score -423318.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -423327.531250 Penalty: 2763.109863
	Iteration 15Q: 3 clusters Score -423327.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -423341.312500 Penalty: 2763.109863
	Iteration 16Q: 3 clusters Score -423341.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -423363.687500 Penalty: 2763.109863
	Iteration 17Q: 3 clusters Score -423363.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -423393.156250 Penalty: 2763.109863
	Iteration 18Q: 3 clusters Score -423393.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -423442.562500 Penalty: 2763.109863
	Iteration 19Q: 3 clusters Score -423442.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -423508.125000 Penalty: 2763.109863
	Iteration 20F: 3 clusters Score -423508.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -423586.718750 Penalty: 2763.109863
	Iteration 21Q: 3 clusters Score -423586.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -423674.312500 Penalty: 2763.109863
	Iteration 22Q: 3 clusters Score -423674.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -423800.843750 Penalty: 2763.109863
	Iteration 23Q: 3 clusters Score -423800.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -423999.343750 Penalty: 2763.109863
	Iteration 24Q: 3 clusters Score -423999.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -424168.312500 Penalty: 2763.109863
	Iteration 25Q: 3 clusters Score -424168.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -424233.593750 Penalty: 2763.109863
	Iteration 26Q: 3 clusters Score -424233.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -424273.312500 Penalty: 2763.109863
	Iteration 27Q: 3 clusters Score -424273.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -424298.656250 Penalty: 2763.109863
	Iteration 28Q: 3 clusters Score -424298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -424305.875000 Penalty: 2763.109863
	Iteration 29Q: 3 clusters Score -424305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -424307.281250 Penalty: 2763.109863
	Iteration 30Q: 3 clusters Score -424307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -424308.468750 Penalty: 2763.109863
	Iteration 31Q: 3 clusters Score -424308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -424309.062500 Penalty: 2763.109863
	Iteration 32Q: 3 clusters Score -424309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -424309.062500 Penalty: 2763.109863
	Iteration 33F: 3 clusters Score -424309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 1014 members 
Mstep: Class 34 contains 1466 members 
Entering Unmasked Estep 
Score: -49743496.000000 Penalty: 72961.882812
Splitting cluster 9 changes total score from -49737352.000000 to -49743496.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 10 (42071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Entering Unmasked Estep 
Score: -4132186.000000 Penalty: 1730.156006
	Iteration 0F: 2 clusters Score -4132186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4110745.750000 Penalty: 3460.312012
	Iteration 0F: 3 clusters Score -4110746 nChanged 19718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4121528.750000 Penalty: 3460.312012
	Iteration 1F: 3 clusters Score -4121529 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4122025.250000 Penalty: 3460.312012
	Iteration 2Q: 3 clusters Score -4122025 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4122613.500000 Penalty: 3460.312012
	Iteration 3Q: 3 clusters Score -4122614 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4123475.000000 Penalty: 3460.312012
	Iteration 4Q: 3 clusters Score -4123475 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4124702.500000 Penalty: 3460.312012
	Iteration 5F: 3 clusters Score -4124702 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4126535.000000 Penalty: 3460.312012
	Iteration 6F: 3 clusters Score -4126535 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -4128971.000000 Penalty: 3460.312012
	Iteration 7F: 3 clusters Score -4128971 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4130493.250000 Penalty: 3460.312012
	Iteration 8F: 3 clusters Score -4130493 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4130743.000000 Penalty: 3460.312012
	Iteration 9F: 3 clusters Score -4130743 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4130812.250000 Penalty: 3460.312012
	Iteration 10Q: 3 clusters Score -4130812 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4130923.250000 Penalty: 3460.312012
	Iteration 11Q: 3 clusters Score -4130923 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4131095.500000 Penalty: 3460.312012
	Iteration 12Q: 3 clusters Score -4131096 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4131211.250000 Penalty: 3460.312012
	Iteration 13Q: 3 clusters Score -4131211 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4131279.750000 Penalty: 3460.312012
	Iteration 14Q: 3 clusters Score -4131280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4131352.250000 Penalty: 3460.312012
	Iteration 15Q: 3 clusters Score -4131352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4131406.500000 Penalty: 3460.312012
	Iteration 16Q: 3 clusters Score -4131406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4131468.250000 Penalty: 3460.312012
	Iteration 17Q: 3 clusters Score -4131468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4131480.500000 Penalty: 3460.312012
	Iteration 18Q: 3 clusters Score -4131480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4131501.000000 Penalty: 3460.312012
	Iteration 19Q: 3 clusters Score -4131501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4131516.500000 Penalty: 3460.312012
	Iteration 20F: 3 clusters Score -4131516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4131506.250000 Penalty: 3460.312012
	Iteration 21Q: 3 clusters Score -4131506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4131520.000000 Penalty: 3460.312012
	Iteration 22Q: 3 clusters Score -4131520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4131529.750000 Penalty: 3460.312012
	Iteration 23Q: 3 clusters Score -4131530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4131543.500000 Penalty: 3460.312012
	Iteration 24Q: 3 clusters Score -4131544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4131546.500000 Penalty: 3460.312012
	Iteration 25Q: 3 clusters Score -4131546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4131565.750000 Penalty: 3460.312012
	Iteration 26Q: 3 clusters Score -4131566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4131568.750000 Penalty: 3460.312012
	Iteration 27Q: 3 clusters Score -4131569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4131565.250000 Penalty: 3460.312012
	Iteration 28Q: 3 clusters Score -4131565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4131565.750000 Penalty: 3460.312012
	Iteration 29Q: 3 clusters Score -4131566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4131564.000000 Penalty: 3460.312012
	Iteration 30Q: 3 clusters Score -4131564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4131564.750000 Penalty: 3460.312012
	Iteration 31Q: 3 clusters Score -4131565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4131569.500000 Penalty: 3460.312012
	Iteration 32Q: 3 clusters Score -4131570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4131568.250000 Penalty: 3460.312012
	Iteration 33Q: 3 clusters Score -4131568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4131578.000000 Penalty: 3460.312012
	Iteration 34Q: 3 clusters Score -4131578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4131583.500000 Penalty: 3460.312012
	Iteration 35Q: 3 clusters Score -4131584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4131579.250000 Penalty: 3460.312012
	Iteration 36Q: 3 clusters Score -4131579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4131578.750000 Penalty: 3460.312012
	Iteration 37Q: 3 clusters Score -4131579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4131578.750000 Penalty: 3460.312012
	Iteration 38F: 3 clusters Score -4131579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -251783.109375 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -251783.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -249137.937500 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -249137.9 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -249932.031250 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -249932 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -250283.546875 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -250283.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -250533.593750 Penalty: 2585.171143
	Iteration 3F: 3 clusters Score -250533.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -250743.093750 Penalty: 2585.171143
	Iteration 4F: 3 clusters Score -250743.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -251085.718750 Penalty: 2585.171143
	Iteration 5F: 3 clusters Score -251085.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -251814.578125 Penalty: 2585.171143
	Iteration 6F: 3 clusters Score -251814.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -252653.296875 Penalty: 2585.171143
	Iteration 7F: 3 clusters Score -252653.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -253073.750000 Penalty: 2585.171143
	Iteration 8F: 3 clusters Score -253073.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253260.281250 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -253260.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -253421.515625 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -253421.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -253521.984375 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -253522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -253568.890625 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -253568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -253591.140625 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -253591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -253615.187500 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -253615.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -253639.875000 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -253639.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -253674.484375 Penalty: 2585.171143
	Iteration 16Q: 3 clusters Score -253674.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -253731.375000 Penalty: 2585.171143
	Iteration 17Q: 3 clusters Score -253731.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -253773.171875 Penalty: 2585.171143
	Iteration 18Q: 3 clusters Score -253773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -253783.984375 Penalty: 2585.171143
	Iteration 19Q: 3 clusters Score -253784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -253789.828125 Penalty: 2585.171143
	Iteration 20F: 3 clusters Score -253789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -253790.984375 Penalty: 2585.171143
	Iteration 21Q: 3 clusters Score -253791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -253791.265625 Penalty: 2585.171143
	Iteration 22Q: 3 clusters Score -253791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -253792.343750 Penalty: 2585.171143
	Iteration 23Q: 3 clusters Score -253792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -253792.687500 Penalty: 2585.171143
	Iteration 24Q: 3 clusters Score -253792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -253792.687500 Penalty: 2585.171143
	Iteration 25F: 3 clusters Score -253792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 1014 members 
Mstep: Class 34 contains 1466 members 
Mstep: Class 35 contains 900 members 
Entering Unmasked Estep 
Score: -49744636.000000 Penalty: 75107.820312
Splitting cluster 11 changes total score from -49737352.000000 to -49744636.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 12 (21296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Entering Unmasked Estep 
Score: -1970840.375000 Penalty: 1619.519531
	Iteration 0F: 2 clusters Score -1970840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1956309.625000 Penalty: 3239.039062
	Iteration 0F: 3 clusters Score -1956310 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1961617.625000 Penalty: 3239.039062
	Iteration 1F: 3 clusters Score -1961618 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1962067.875000 Penalty: 3239.039062
	Iteration 2F: 3 clusters Score -1962068 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1962612.875000 Penalty: 3239.039062
	Iteration 3F: 3 clusters Score -1962613 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1963237.375000 Penalty: 3239.039062
	Iteration 4F: 3 clusters Score -1963237 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1963998.000000 Penalty: 3239.039062
	Iteration 5F: 3 clusters Score -1963998 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1964957.250000 Penalty: 3239.039062
	Iteration 6F: 3 clusters Score -1964957 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1966055.250000 Penalty: 3239.039062
	Iteration 7F: 3 clusters Score -1966055 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1967089.125000 Penalty: 3239.039062
	Iteration 8F: 3 clusters Score -1967089 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1967892.625000 Penalty: 3239.039062
	Iteration 9Q: 3 clusters Score -1967893 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1968403.000000 Penalty: 3239.039062
	Iteration 10Q: 3 clusters Score -1968403 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1968748.625000 Penalty: 3239.039062
	Iteration 11Q: 3 clusters Score -1968749 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1968970.625000 Penalty: 3239.039062
	Iteration 12Q: 3 clusters Score -1968971 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1969109.250000 Penalty: 3239.039062
	Iteration 13Q: 3 clusters Score -1969109 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1969213.500000 Penalty: 3239.039062
	Iteration 14Q: 3 clusters Score -1969214 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1969298.625000 Penalty: 3239.039062
	Iteration 15Q: 3 clusters Score -1969299 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1969344.625000 Penalty: 3239.039062
	Iteration 16Q: 3 clusters Score -1969345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1969391.375000 Penalty: 3239.039062
	Iteration 17Q: 3 clusters Score -1969391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1969436.500000 Penalty: 3239.039062
	Iteration 18Q: 3 clusters Score -1969436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1969460.625000 Penalty: 3239.039062
	Iteration 19Q: 3 clusters Score -1969461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1969493.500000 Penalty: 3239.039062
	Iteration 20F: 3 clusters Score -1969494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1969521.625000 Penalty: 3239.039062
	Iteration 21Q: 3 clusters Score -1969522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1969543.750000 Penalty: 3239.039062
	Iteration 22Q: 3 clusters Score -1969544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1969562.375000 Penalty: 3239.039062
	Iteration 23Q: 3 clusters Score -1969562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1969572.625000 Penalty: 3239.039062
	Iteration 24Q: 3 clusters Score -1969573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1969586.375000 Penalty: 3239.039062
	Iteration 25Q: 3 clusters Score -1969586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1969596.000000 Penalty: 3239.039062
	Iteration 26Q: 3 clusters Score -1969596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1969599.875000 Penalty: 3239.039062
	Iteration 27Q: 3 clusters Score -1969600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1969599.750000 Penalty: 3239.039062
	Iteration 28Q: 3 clusters Score -1969600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1969600.000000 Penalty: 3239.039062
	Iteration 29Q: 3 clusters Score -1969600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1969599.625000 Penalty: 3239.039062
	Iteration 30Q: 3 clusters Score -1969600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1969598.125000 Penalty: 3239.039062
	Iteration 31Q: 3 clusters Score -1969598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1969598.125000 Penalty: 3239.039062
	Iteration 32F: 3 clusters Score -1969598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Entering Unmasked Estep 
Score: -912028.312500 Penalty: 1495.767700
	Iteration 0F: 2 clusters Score -912028.3 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 5043 members 
Entering Unmasked Estep 
Score: -904874.625000 Penalty: 2991.535400
	Iteration 0F: 3 clusters Score -904874.6 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -907274.312500 Penalty: 2991.535400
	Iteration 1F: 3 clusters Score -907274.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -907678.375000 Penalty: 2991.535400
	Iteration 2F: 3 clusters Score -907678.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -908041.437500 Penalty: 2991.535400
	Iteration 3F: 3 clusters Score -908041.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -908441.062500 Penalty: 2991.535400
	Iteration 4F: 3 clusters Score -908441.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -908909.875000 Penalty: 2991.535400
	Iteration 5F: 3 clusters Score -908909.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -909452.125000 Penalty: 2991.535400
	Iteration 6F: 3 clusters Score -909452.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -910039.750000 Penalty: 2991.535400
	Iteration 7F: 3 clusters Score -910039.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -910590.687500 Penalty: 2991.535400
	Iteration 8F: 3 clusters Score -910590.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -911066.187500 Penalty: 2991.535400
	Iteration 9Q: 3 clusters Score -911066.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -911357.437500 Penalty: 2991.535400
	Iteration 10Q: 3 clusters Score -911357.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -911569.500000 Penalty: 2991.535400
	Iteration 11Q: 3 clusters Score -911569.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -911728.687500 Penalty: 2991.535400
	Iteration 12Q: 3 clusters Score -911728.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -911817.437500 Penalty: 2991.535400
	Iteration 13Q: 3 clusters Score -911817.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -911861.812500 Penalty: 2991.535400
	Iteration 14Q: 3 clusters Score -911861.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -911895.375000 Penalty: 2991.535400
	Iteration 15Q: 3 clusters Score -911895.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -911914.375000 Penalty: 2991.535400
	Iteration 16Q: 3 clusters Score -911914.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -911926.250000 Penalty: 2991.535400
	Iteration 17Q: 3 clusters Score -911926.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -911934.687500 Penalty: 2991.535400
	Iteration 18Q: 3 clusters Score -911934.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -911941.812500 Penalty: 2991.535400
	Iteration 19Q: 3 clusters Score -911941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -911945.812500 Penalty: 2991.535400
	Iteration 20F: 3 clusters Score -911945.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -911948.000000 Penalty: 2991.535400
	Iteration 21Q: 3 clusters Score -911948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -911948.875000 Penalty: 2991.535400
	Iteration 22Q: 3 clusters Score -911948.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -911950.500000 Penalty: 2991.535400
	Iteration 23Q: 3 clusters Score -911950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -911949.062500 Penalty: 2991.535400
	Iteration 24Q: 3 clusters Score -911949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -911952.875000 Penalty: 2991.535400
	Iteration 25Q: 3 clusters Score -911952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -911953.125000 Penalty: 2991.535400
	Iteration 26Q: 3 clusters Score -911953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -911954.187500 Penalty: 2991.535400
	Iteration 27Q: 3 clusters Score -911954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -911954.312500 Penalty: 2991.535400
	Iteration 28Q: 3 clusters Score -911954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -911955.125000 Penalty: 2991.535400
	Iteration 29Q: 3 clusters Score -911955.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -911954.437500 Penalty: 2991.535400
	Iteration 30Q: 3 clusters Score -911954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -911954.437500 Penalty: 2991.535400
	Iteration 31F: 3 clusters Score -911954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Entering Unmasked Estep 
Score: -2921117.500000 Penalty: 1674.841553
	Iteration 0F: 2 clusters Score -2921118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2902310.500000 Penalty: 3349.683105
	Iteration 0F: 3 clusters Score -2902310 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2909751.750000 Penalty: 3349.683105
	Iteration 1F: 3 clusters Score -2909752 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2910138.500000 Penalty: 3349.683105
	Iteration 2Q: 3 clusters Score -2910138 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2910551.500000 Penalty: 3349.683105
	Iteration 3Q: 3 clusters Score -2910552 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2911106.750000 Penalty: 3349.683105
	Iteration 4Q: 3 clusters Score -2911107 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2911966.250000 Penalty: 3349.683105
	Iteration 5F: 3 clusters Score -2911966 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2913296.000000 Penalty: 3349.683105
	Iteration 6F: 3 clusters Score -2913296 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2914771.750000 Penalty: 3349.683105
	Iteration 7F: 3 clusters Score -2914772 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2916432.750000 Penalty: 3349.683105
	Iteration 8F: 3 clusters Score -2916433 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2917910.750000 Penalty: 3349.683105
	Iteration 9F: 3 clusters Score -2917911 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2918980.750000 Penalty: 3349.683105
	Iteration 10F: 3 clusters Score -2918981 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2919700.750000 Penalty: 3349.683105
	Iteration 11Q: 3 clusters Score -2919701 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2920092.250000 Penalty: 3349.683105
	Iteration 12Q: 3 clusters Score -2920092 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2920343.750000 Penalty: 3349.683105
	Iteration 13Q: 3 clusters Score -2920344 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2920351.250000 Penalty: 3349.683105
	Iteration 14Q: 3 clusters Score -2920351 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2920319.250000 Penalty: 3349.683105
	Iteration 15Q: 3 clusters Score -2920319 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2920257.250000 Penalty: 3349.683105
	Iteration 16Q: 3 clusters Score -2920257 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2920188.250000 Penalty: 3349.683105
	Iteration 17Q: 3 clusters Score -2920188 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2920109.250000 Penalty: 3349.683105
	Iteration 18Q: 3 clusters Score -2920109 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2920073.000000 Penalty: 3349.683105
	Iteration 19Q: 3 clusters Score -2920073 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2920022.500000 Penalty: 3349.683105
	Iteration 20F: 3 clusters Score -2920022 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2920014.250000 Penalty: 3349.683105
	Iteration 21Q: 3 clusters Score -2920014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2919988.500000 Penalty: 3349.683105
	Iteration 22Q: 3 clusters Score -2919988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2919967.750000 Penalty: 3349.683105
	Iteration 23Q: 3 clusters Score -2919968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2919962.000000 Penalty: 3349.683105
	Iteration 24Q: 3 clusters Score -2919962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2919955.250000 Penalty: 3349.683105
	Iteration 25Q: 3 clusters Score -2919955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2919943.750000 Penalty: 3349.683105
	Iteration 26Q: 3 clusters Score -2919944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2919943.250000 Penalty: 3349.683105
	Iteration 27Q: 3 clusters Score -2919943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2919941.250000 Penalty: 3349.683105
	Iteration 28Q: 3 clusters Score -2919941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2919935.750000 Penalty: 3349.683105
	Iteration 29Q: 3 clusters Score -2919936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2919939.500000 Penalty: 3349.683105
	Iteration 30Q: 3 clusters Score -2919940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2919940.250000 Penalty: 3349.683105
	Iteration 31Q: 3 clusters Score -2919940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2919934.250000 Penalty: 3349.683105
	Iteration 32Q: 3 clusters Score -2919934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2919933.000000 Penalty: 3349.683105
	Iteration 33Q: 3 clusters Score -2919933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2919932.250000 Penalty: 3349.683105
	Iteration 34Q: 3 clusters Score -2919932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2919934.500000 Penalty: 3349.683105
	Iteration 35Q: 3 clusters Score -2919934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2919933.250000 Penalty: 3349.683105
	Iteration 36Q: 3 clusters Score -2919933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2919935.000000 Penalty: 3349.683105
	Iteration 37Q: 3 clusters Score -2919935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2919935.000000 Penalty: 3349.683105
	Iteration 38F: 3 clusters Score -2919935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Entering Unmasked Estep 
Score: -2245998.250000 Penalty: 1644.847900
	Iteration 0F: 2 clusters Score -2245998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2229017.750000 Penalty: 3289.695801
	Iteration 0F: 3 clusters Score -2229018 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2235408.000000 Penalty: 3289.695801
	Iteration 1F: 3 clusters Score -2235408 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2235857.000000 Penalty: 3289.695801
	Iteration 2Q: 3 clusters Score -2235857 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2236297.750000 Penalty: 3289.695801
	Iteration 3Q: 3 clusters Score -2236298 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2236773.750000 Penalty: 3289.695801
	Iteration 4Q: 3 clusters Score -2236774 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2237280.000000 Penalty: 3289.695801
	Iteration 5Q: 3 clusters Score -2237280 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2237885.500000 Penalty: 3289.695801
	Iteration 6Q: 3 clusters Score -2237886 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2238666.500000 Penalty: 3289.695801
	Iteration 7F: 3 clusters Score -2238666 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2239570.500000 Penalty: 3289.695801
	Iteration 8F: 3 clusters Score -2239570 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2240527.500000 Penalty: 3289.695801
	Iteration 9F: 3 clusters Score -2240528 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2241357.750000 Penalty: 3289.695801
	Iteration 10Q: 3 clusters Score -2241358 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2241937.250000 Penalty: 3289.695801
	Iteration 11Q: 3 clusters Score -2241937 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2242340.250000 Penalty: 3289.695801
	Iteration 12Q: 3 clusters Score -2242340 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2242647.250000 Penalty: 3289.695801
	Iteration 13Q: 3 clusters Score -2242647 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2242933.250000 Penalty: 3289.695801
	Iteration 14Q: 3 clusters Score -2242933 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2243242.000000 Penalty: 3289.695801
	Iteration 15Q: 3 clusters Score -2243242 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2243519.250000 Penalty: 3289.695801
	Iteration 16Q: 3 clusters Score -2243519 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2243766.250000 Penalty: 3289.695801
	Iteration 17Q: 3 clusters Score -2243766 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2243998.750000 Penalty: 3289.695801
	Iteration 18Q: 3 clusters Score -2243999 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2244175.500000 Penalty: 3289.695801
	Iteration 19Q: 3 clusters Score -2244176 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2244311.000000 Penalty: 3289.695801
	Iteration 20F: 3 clusters Score -2244311 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2244423.750000 Penalty: 3289.695801
	Iteration 21Q: 3 clusters Score -2244424 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2244529.000000 Penalty: 3289.695801
	Iteration 22Q: 3 clusters Score -2244529 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2244619.750000 Penalty: 3289.695801
	Iteration 23Q: 3 clusters Score -2244620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2244672.500000 Penalty: 3289.695801
	Iteration 24Q: 3 clusters Score -2244672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2244733.500000 Penalty: 3289.695801
	Iteration 25Q: 3 clusters Score -2244734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2244792.250000 Penalty: 3289.695801
	Iteration 26Q: 3 clusters Score -2244792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2244833.500000 Penalty: 3289.695801
	Iteration 27Q: 3 clusters Score -2244834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2244871.250000 Penalty: 3289.695801
	Iteration 28Q: 3 clusters Score -2244871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -2244898.000000 Penalty: 3289.695801
	Iteration 29Q: 3 clusters Score -2244898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2244915.250000 Penalty: 3289.695801
	Iteration 30Q: 3 clusters Score -2244915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2244925.500000 Penalty: 3289.695801
	Iteration 31Q: 3 clusters Score -2244926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2244944.500000 Penalty: 3289.695801
	Iteration 32Q: 3 clusters Score -2244944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2244949.000000 Penalty: 3289.695801
	Iteration 33Q: 3 clusters Score -2244949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2244961.000000 Penalty: 3289.695801
	Iteration 34Q: 3 clusters Score -2244961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2244970.000000 Penalty: 3289.695801
	Iteration 35Q: 3 clusters Score -2244970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2244969.750000 Penalty: 3289.695801
	Iteration 36Q: 3 clusters Score -2244970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -2244972.750000 Penalty: 3289.695801
	Iteration 37Q: 3 clusters Score -2244973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2244973.500000 Penalty: 3289.695801
	Iteration 38Q: 3 clusters Score -2244974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2244974.500000 Penalty: 3289.695801
	Iteration 39Q: 3 clusters Score -2244974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2244976.000000 Penalty: 3289.695801
	Iteration 40F: 3 clusters Score -2244976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2244978.500000 Penalty: 3289.695801
	Iteration 41Q: 3 clusters Score -2244978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2244975.250000 Penalty: 3289.695801
	Iteration 42Q: 3 clusters Score -2244975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2244975.250000 Penalty: 3289.695801
	Iteration 43F: 3 clusters Score -2244975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -223734.625000 Penalty: 1293.609253
	Iteration 0F: 2 clusters Score -223734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -221194.140625 Penalty: 2587.218506
	Iteration 0F: 3 clusters Score -221194.1 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -222398.421875 Penalty: 2587.218506
	Iteration 1F: 3 clusters Score -222398.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -222938.609375 Penalty: 2587.218506
	Iteration 2F: 3 clusters Score -222938.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -223331.468750 Penalty: 2587.218506
	Iteration 3F: 3 clusters Score -223331.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -223648.656250 Penalty: 2587.218506
	Iteration 4F: 3 clusters Score -223648.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -223857.500000 Penalty: 2587.218506
	Iteration 5Q: 3 clusters Score -223857.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -224001.031250 Penalty: 2587.218506
	Iteration 6Q: 3 clusters Score -224001 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -224134.156250 Penalty: 2587.218506
	Iteration 7Q: 3 clusters Score -224134.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -224247.937500 Penalty: 2587.218506
	Iteration 8Q: 3 clusters Score -224247.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -224315.703125 Penalty: 2587.218506
	Iteration 9Q: 3 clusters Score -224315.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -224351.390625 Penalty: 2587.218506
	Iteration 10Q: 3 clusters Score -224351.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -224385.109375 Penalty: 2587.218506
	Iteration 11Q: 3 clusters Score -224385.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -224403.718750 Penalty: 2587.218506
	Iteration 12Q: 3 clusters Score -224403.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -224412.703125 Penalty: 2587.218506
	Iteration 13Q: 3 clusters Score -224412.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -224420.796875 Penalty: 2587.218506
	Iteration 14Q: 3 clusters Score -224420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -224425.859375 Penalty: 2587.218506
	Iteration 15Q: 3 clusters Score -224425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -224428.750000 Penalty: 2587.218506
	Iteration 16Q: 3 clusters Score -224428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -224432.234375 Penalty: 2587.218506
	Iteration 17Q: 3 clusters Score -224432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -224435.015625 Penalty: 2587.218506
	Iteration 18Q: 3 clusters Score -224435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -224436.328125 Penalty: 2587.218506
	Iteration 19Q: 3 clusters Score -224436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -224439.234375 Penalty: 2587.218506
	Iteration 20F: 3 clusters Score -224439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -224442.875000 Penalty: 2587.218506
	Iteration 21Q: 3 clusters Score -224442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -224449.656250 Penalty: 2587.218506
	Iteration 22Q: 3 clusters Score -224449.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -224455.046875 Penalty: 2587.218506
	Iteration 23Q: 3 clusters Score -224455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -224458.828125 Penalty: 2587.218506
	Iteration 24Q: 3 clusters Score -224458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -224460.218750 Penalty: 2587.218506
	Iteration 25Q: 3 clusters Score -224460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -224461.828125 Penalty: 2587.218506
	Iteration 26Q: 3 clusters Score -224461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -224465.703125 Penalty: 2587.218506
	Iteration 27Q: 3 clusters Score -224465.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -224469.265625 Penalty: 2587.218506
	Iteration 28Q: 3 clusters Score -224469.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -224472.937500 Penalty: 2587.218506
	Iteration 29Q: 3 clusters Score -224472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -224476.765625 Penalty: 2587.218506
	Iteration 30Q: 3 clusters Score -224476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -224478.968750 Penalty: 2587.218506
	Iteration 31Q: 3 clusters Score -224479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -224479.984375 Penalty: 2587.218506
	Iteration 32Q: 3 clusters Score -224480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -224480.312500 Penalty: 2587.218506
	Iteration 33Q: 3 clusters Score -224480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -224480.750000 Penalty: 2587.218506
	Iteration 34Q: 3 clusters Score -224480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -224480.750000 Penalty: 2587.218506
	Iteration 35F: 3 clusters Score -224480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 1014 members 
Mstep: Class 34 contains 1466 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1312 members 
Entering Unmasked Estep 
Score: -49744548.000000 Penalty: 77253.757812
Splitting cluster 16 changes total score from -49737352.000000 to -49744548.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (42797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Entering Unmasked Estep 
Score: -4043365.500000 Penalty: 1732.936401
	Iteration 0F: 2 clusters Score -4043366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4018242.750000 Penalty: 3465.872803
	Iteration 0F: 3 clusters Score -4018243 nChanged 19870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4029728.000000 Penalty: 3465.872803
	Iteration 1F: 3 clusters Score -4029728 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4030450.750000 Penalty: 3465.872803
	Iteration 2Q: 3 clusters Score -4030451 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -4031355.750000 Penalty: 3465.872803
	Iteration 3Q: 3 clusters Score -4031356 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4032371.500000 Penalty: 3465.872803
	Iteration 4Q: 3 clusters Score -4032372 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4033424.750000 Penalty: 3465.872803
	Iteration 5Q: 3 clusters Score -4033425 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4034436.500000 Penalty: 3465.872803
	Iteration 6F: 3 clusters Score -4034436 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4035546.750000 Penalty: 3465.872803
	Iteration 7F: 3 clusters Score -4035547 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4036833.000000 Penalty: 3465.872803
	Iteration 8F: 3 clusters Score -4036833 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4038184.750000 Penalty: 3465.872803
	Iteration 9Q: 3 clusters Score -4038185 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4039372.500000 Penalty: 3465.872803
	Iteration 10Q: 3 clusters Score -4039372 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4040194.750000 Penalty: 3465.872803
	Iteration 11Q: 3 clusters Score -4040195 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -4040776.250000 Penalty: 3465.872803
	Iteration 12Q: 3 clusters Score -4040776 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -4041214.250000 Penalty: 3465.872803
	Iteration 13Q: 3 clusters Score -4041214 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4041690.250000 Penalty: 3465.872803
	Iteration 14Q: 3 clusters Score -4041690 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4042197.500000 Penalty: 3465.872803
	Iteration 15Q: 3 clusters Score -4042198 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4042735.250000 Penalty: 3465.872803
	Iteration 16Q: 3 clusters Score -4042735 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4043085.000000 Penalty: 3465.872803
	Iteration 17Q: 3 clusters Score -4043085 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -4043529.500000 Penalty: 3465.872803
	Iteration 18Q: 3 clusters Score -4043530 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4043864.000000 Penalty: 3465.872803
	Iteration 19Q: 3 clusters Score -4043864 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4044037.250000 Penalty: 3465.872803
	Iteration 20F: 3 clusters Score -4044037 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4044169.250000 Penalty: 3465.872803
	Iteration 21Q: 3 clusters Score -4044169 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4044227.500000 Penalty: 3465.872803
	Iteration 22Q: 3 clusters Score -4044228 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4044248.000000 Penalty: 3465.872803
	Iteration 23Q: 3 clusters Score -4044248 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4044260.750000 Penalty: 3465.872803
	Iteration 24Q: 3 clusters Score -4044261 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4044208.500000 Penalty: 3465.872803
	Iteration 25Q: 3 clusters Score -4044208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4044199.000000 Penalty: 3465.872803
	Iteration 26Q: 3 clusters Score -4044199 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4044178.250000 Penalty: 3465.872803
	Iteration 27Q: 3 clusters Score -4044178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4044162.250000 Penalty: 3465.872803
	Iteration 28Q: 3 clusters Score -4044162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4044122.500000 Penalty: 3465.872803
	Iteration 29Q: 3 clusters Score -4044122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4044122.250000 Penalty: 3465.872803
	Iteration 30Q: 3 clusters Score -4044122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4044102.250000 Penalty: 3465.872803
	Iteration 31Q: 3 clusters Score -4044102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4044088.250000 Penalty: 3465.872803
	Iteration 32Q: 3 clusters Score -4044088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4044055.250000 Penalty: 3465.872803
	Iteration 33Q: 3 clusters Score -4044055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4044070.000000 Penalty: 3465.872803
	Iteration 34Q: 3 clusters Score -4044070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4044051.250000 Penalty: 3465.872803
	Iteration 35Q: 3 clusters Score -4044051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4044034.750000 Penalty: 3465.872803
	Iteration 36Q: 3 clusters Score -4044035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4044028.500000 Penalty: 3465.872803
	Iteration 37Q: 3 clusters Score -4044028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4044027.250000 Penalty: 3465.872803
	Iteration 38Q: 3 clusters Score -4044027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4044029.500000 Penalty: 3465.872803
	Iteration 39Q: 3 clusters Score -4044030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4044020.250000 Penalty: 3465.872803
	Iteration 40F: 3 clusters Score -4044020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4044026.000000 Penalty: 3465.872803
	Iteration 41Q: 3 clusters Score -4044026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4044027.000000 Penalty: 3465.872803
	Iteration 42Q: 3 clusters Score -4044027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4044026.250000 Penalty: 3465.872803
	Iteration 43Q: 3 clusters Score -4044026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4044032.750000 Penalty: 3465.872803
	Iteration 44Q: 3 clusters Score -4044033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4044031.750000 Penalty: 3465.872803
	Iteration 45Q: 3 clusters Score -4044032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4044027.750000 Penalty: 3465.872803
	Iteration 46Q: 3 clusters Score -4044028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4044027.750000 Penalty: 3465.872803
	Iteration 47F: 3 clusters Score -4044028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 39925 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 1014 members 
Mstep: Class 34 contains 1466 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1312 members 
Mstep: Class 37 contains 2872 members 
Entering Unmasked Estep 
Score: -49744896.000000 Penalty: 79399.695312
Splitting cluster 17 changes total score from -49737352.000000 to -49744896.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -93182.148438 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -93182.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91743.281250 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -91743.28 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92186.289062 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -92186.29 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -92439.648438 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -92439.65 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -92669.953125 Penalty: 2305.086426
	Iteration 3F: 3 clusters Score -92669.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -92887.070312 Penalty: 2305.086426
	Iteration 4F: 3 clusters Score -92887.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -92994.960938 Penalty: 2305.086426
	Iteration 5F: 3 clusters Score -92994.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -93060.148438 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -93060.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -93092.453125 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -93092.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -93121.421875 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -93121.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -93139.460938 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -93139.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -93148.679688 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -93148.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -93158.906250 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -93158.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -93165.531250 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -93165.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -93168.828125 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -93168.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -93173.695312 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -93173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -93175.492188 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -93175.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -93176.710938 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -93176.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -93177.289062 Penalty: 2305.086426
	Iteration 17Q: 3 clusters Score -93177.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -93177.875000 Penalty: 2305.086426
	Iteration 18Q: 3 clusters Score -93177.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93178.484375 Penalty: 2305.086426
	Iteration 19Q: 3 clusters Score -93178.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -93178.929688 Penalty: 2305.086426
	Iteration 20F: 3 clusters Score -93178.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -93179.867188 Penalty: 2305.086426
	Iteration 21Q: 3 clusters Score -93179.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -93180.804688 Penalty: 2305.086426
	Iteration 22Q: 3 clusters Score -93180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -93180.804688 Penalty: 2305.086426
	Iteration 23F: 3 clusters Score -93180.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Entering Unmasked Estep 
Score: -969429.687500 Penalty: 1508.371948
	Iteration 0F: 2 clusters Score -969429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -961750.437500 Penalty: 3016.743896
	Iteration 0F: 3 clusters Score -961750.4 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -964579.000000 Penalty: 3016.743896
	Iteration 1F: 3 clusters Score -964579 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -965331.625000 Penalty: 3016.743896
	Iteration 2F: 3 clusters Score -965331.6 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -966229.625000 Penalty: 3016.743896
	Iteration 3F: 3 clusters Score -966229.6 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -967051.812500 Penalty: 3016.743896
	Iteration 4F: 3 clusters Score -967051.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -967708.062500 Penalty: 3016.743896
	Iteration 5F: 3 clusters Score -967708.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -968221.125000 Penalty: 3016.743896
	Iteration 6F: 3 clusters Score -968221.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -968620.875000 Penalty: 3016.743896
	Iteration 7Q: 3 clusters Score -968620.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -968956.125000 Penalty: 3016.743896
	Iteration 8Q: 3 clusters Score -968956.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -969192.562500 Penalty: 3016.743896
	Iteration 9Q: 3 clusters Score -969192.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -969347.375000 Penalty: 3016.743896
	Iteration 10Q: 3 clusters Score -969347.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -969442.437500 Penalty: 3016.743896
	Iteration 11Q: 3 clusters Score -969442.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -969514.937500 Penalty: 3016.743896
	Iteration 12Q: 3 clusters Score -969514.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -969556.125000 Penalty: 3016.743896
	Iteration 13Q: 3 clusters Score -969556.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -969586.312500 Penalty: 3016.743896
	Iteration 14Q: 3 clusters Score -969586.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -969595.875000 Penalty: 3016.743896
	Iteration 15Q: 3 clusters Score -969595.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -969603.000000 Penalty: 3016.743896
	Iteration 16Q: 3 clusters Score -969603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -969612.437500 Penalty: 3016.743896
	Iteration 17Q: 3 clusters Score -969612.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -969621.750000 Penalty: 3016.743896
	Iteration 18Q: 3 clusters Score -969621.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -969625.000000 Penalty: 3016.743896
	Iteration 19Q: 3 clusters Score -969625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -969631.437500 Penalty: 3016.743896
	Iteration 20F: 3 clusters Score -969631.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -969631.000000 Penalty: 3016.743896
	Iteration 21Q: 3 clusters Score -969631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -969633.000000 Penalty: 3016.743896
	Iteration 22Q: 3 clusters Score -969633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -969635.937500 Penalty: 3016.743896
	Iteration 23Q: 3 clusters Score -969635.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -969636.812500 Penalty: 3016.743896
	Iteration 24Q: 3 clusters Score -969636.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -969639.625000 Penalty: 3016.743896
	Iteration 25Q: 3 clusters Score -969639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -969638.000000 Penalty: 3016.743896
	Iteration 26Q: 3 clusters Score -969638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -969637.375000 Penalty: 3016.743896
	Iteration 27Q: 3 clusters Score -969637.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -969639.250000 Penalty: 3016.743896
	Iteration 28Q: 3 clusters Score -969639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -969639.187500 Penalty: 3016.743896
	Iteration 29Q: 3 clusters Score -969639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -969639.937500 Penalty: 3016.743896
	Iteration 30Q: 3 clusters Score -969639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -969642.875000 Penalty: 3016.743896
	Iteration 31Q: 3 clusters Score -969642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -969641.750000 Penalty: 3016.743896
	Iteration 32Q: 3 clusters Score -969641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -969642.312500 Penalty: 3016.743896
	Iteration 33Q: 3 clusters Score -969642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -969642.312500 Penalty: 3016.743896
	Iteration 34F: 3 clusters Score -969642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 39925 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 1014 members 
Mstep: Class 34 contains 1466 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1312 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 5536 members 
Entering Unmasked Estep 
Score: -49744524.000000 Penalty: 81545.632812
Splitting cluster 19 changes total score from -49737352.000000 to -49744524.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (30193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Entering Unmasked Estep 
Score: -2975395.250000 Penalty: 1676.246948
	Iteration 0F: 2 clusters Score -2975395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2956611.000000 Penalty: 3352.493896
	Iteration 0F: 3 clusters Score -2956611 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2964359.500000 Penalty: 3352.493896
	Iteration 1F: 3 clusters Score -2964360 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2964890.000000 Penalty: 3352.493896
	Iteration 2Q: 3 clusters Score -2964890 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2965429.000000 Penalty: 3352.493896
	Iteration 3Q: 3 clusters Score -2965429 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2966093.000000 Penalty: 3352.493896
	Iteration 4Q: 3 clusters Score -2966093 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2966968.750000 Penalty: 3352.493896
	Iteration 5Q: 3 clusters Score -2966969 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2968167.250000 Penalty: 3352.493896
	Iteration 6F: 3 clusters Score -2968167 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2969696.750000 Penalty: 3352.493896
	Iteration 7F: 3 clusters Score -2969697 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2971190.000000 Penalty: 3352.493896
	Iteration 8F: 3 clusters Score -2971190 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2972097.500000 Penalty: 3352.493896
	Iteration 9F: 3 clusters Score -2972098 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2972518.500000 Penalty: 3352.493896
	Iteration 10Q: 3 clusters Score -2972518 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2972737.000000 Penalty: 3352.493896
	Iteration 11Q: 3 clusters Score -2972737 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2972880.750000 Penalty: 3352.493896
	Iteration 12Q: 3 clusters Score -2972881 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2972982.500000 Penalty: 3352.493896
	Iteration 13Q: 3 clusters Score -2972982 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2973082.250000 Penalty: 3352.493896
	Iteration 14Q: 3 clusters Score -2973082 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2973186.750000 Penalty: 3352.493896
	Iteration 15Q: 3 clusters Score -2973187 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2973273.500000 Penalty: 3352.493896
	Iteration 16Q: 3 clusters Score -2973274 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2973335.000000 Penalty: 3352.493896
	Iteration 17Q: 3 clusters Score -2973335 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2973372.000000 Penalty: 3352.493896
	Iteration 18Q: 3 clusters Score -2973372 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2973414.750000 Penalty: 3352.493896
	Iteration 19Q: 3 clusters Score -2973415 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2973461.250000 Penalty: 3352.493896
	Iteration 20F: 3 clusters Score -2973461 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2973487.750000 Penalty: 3352.493896
	Iteration 21Q: 3 clusters Score -2973488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2973533.750000 Penalty: 3352.493896
	Iteration 22Q: 3 clusters Score -2973534 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2973582.000000 Penalty: 3352.493896
	Iteration 23Q: 3 clusters Score -2973582 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2973604.000000 Penalty: 3352.493896
	Iteration 24Q: 3 clusters Score -2973604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2973631.000000 Penalty: 3352.493896
	Iteration 25Q: 3 clusters Score -2973631 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2973637.500000 Penalty: 3352.493896
	Iteration 26Q: 3 clusters Score -2973638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2973657.000000 Penalty: 3352.493896
	Iteration 27Q: 3 clusters Score -2973657 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2973668.750000 Penalty: 3352.493896
	Iteration 28Q: 3 clusters Score -2973669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2973662.500000 Penalty: 3352.493896
	Iteration 29Q: 3 clusters Score -2973662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2973670.000000 Penalty: 3352.493896
	Iteration 30Q: 3 clusters Score -2973670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2973679.000000 Penalty: 3352.493896
	Iteration 31Q: 3 clusters Score -2973679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2973688.250000 Penalty: 3352.493896
	Iteration 32Q: 3 clusters Score -2973688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2973690.750000 Penalty: 3352.493896
	Iteration 33Q: 3 clusters Score -2973691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2973691.750000 Penalty: 3352.493896
	Iteration 34Q: 3 clusters Score -2973692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2973702.750000 Penalty: 3352.493896
	Iteration 35Q: 3 clusters Score -2973703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2973699.750000 Penalty: 3352.493896
	Iteration 36Q: 3 clusters Score -2973700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2973711.750000 Penalty: 3352.493896
	Iteration 37Q: 3 clusters Score -2973712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2973710.250000 Penalty: 3352.493896
	Iteration 38Q: 3 clusters Score -2973710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2973713.000000 Penalty: 3352.493896
	Iteration 39Q: 3 clusters Score -2973713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2973721.250000 Penalty: 3352.493896
	Iteration 40F: 3 clusters Score -2973721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2973716.250000 Penalty: 3352.493896
	Iteration 41Q: 3 clusters Score -2973716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2973718.750000 Penalty: 3352.493896
	Iteration 42Q: 3 clusters Score -2973719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2973717.250000 Penalty: 3352.493896
	Iteration 43Q: 3 clusters Score -2973717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2973725.250000 Penalty: 3352.493896
	Iteration 44Q: 3 clusters Score -2973725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2973729.000000 Penalty: 3352.493896
	Iteration 45Q: 3 clusters Score -2973729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2973732.750000 Penalty: 3352.493896
	Iteration 46Q: 3 clusters Score -2973733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2973730.250000 Penalty: 3352.493896
	Iteration 47Q: 3 clusters Score -2973730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2973731.500000 Penalty: 3352.493896
	Iteration 48Q: 3 clusters Score -2973732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2973734.500000 Penalty: 3352.493896
	Iteration 49Q: 3 clusters Score -2973734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2973734.500000 Penalty: 3352.493896
	Iteration 50Q: 3 clusters Score -2973734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2973733.500000 Penalty: 3352.493896
	Iteration 51Q: 3 clusters Score -2973734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2973729.000000 Penalty: 3352.493896
	Iteration 52Q: 3 clusters Score -2973729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2973731.500000 Penalty: 3352.493896
	Iteration 53Q: 3 clusters Score -2973732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2973729.250000 Penalty: 3352.493896
	Iteration 54Q: 3 clusters Score -2973729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2973735.750000 Penalty: 3352.493896
	Iteration 55Q: 3 clusters Score -2973736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2973740.750000 Penalty: 3352.493896
	Iteration 56Q: 3 clusters Score -2973741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2973739.000000 Penalty: 3352.493896
	Iteration 57Q: 3 clusters Score -2973739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2973740.250000 Penalty: 3352.493896
	Iteration 58Q: 3 clusters Score -2973740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2973740.000000 Penalty: 3352.493896
	Iteration 59Q: 3 clusters Score -2973740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2973739.500000 Penalty: 3352.493896
	Iteration 60F: 3 clusters Score -2973740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2973742.000000 Penalty: 3352.493896
	Iteration 61Q: 3 clusters Score -2973742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2973743.500000 Penalty: 3352.493896
	Iteration 62Q: 3 clusters Score -2973744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2973740.750000 Penalty: 3352.493896
	Iteration 63Q: 3 clusters Score -2973741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2973742.500000 Penalty: 3352.493896
	Iteration 64Q: 3 clusters Score -2973742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2973743.250000 Penalty: 3352.493896
	Iteration 65Q: 3 clusters Score -2973743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2973743.000000 Penalty: 3352.493896
	Iteration 66Q: 3 clusters Score -2973743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2973743.000000 Penalty: 3352.493896
	Iteration 67Q: 3 clusters Score -2973743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2973740.500000 Penalty: 3352.493896
	Iteration 68Q: 3 clusters Score -2973740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2973739.250000 Penalty: 3352.493896
	Iteration 69Q: 3 clusters Score -2973739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2973740.250000 Penalty: 3352.493896
	Iteration 70Q: 3 clusters Score -2973740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2973740.250000 Penalty: 3352.493896
	Iteration 71F: 3 clusters Score -2973740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Entering Unmasked Estep 
Score: -1129244.500000 Penalty: 1518.015137
	Iteration 0F: 2 clusters Score -1129244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1121202.500000 Penalty: 3036.030273
	Iteration 0F: 3 clusters Score -1121202 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1123727.875000 Penalty: 3036.030273
	Iteration 1F: 3 clusters Score -1123728 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1123923.250000 Penalty: 3036.030273
	Iteration 2F: 3 clusters Score -1123923 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1124056.125000 Penalty: 3036.030273
	Iteration 3Q: 3 clusters Score -1124056 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1124142.250000 Penalty: 3036.030273
	Iteration 4Q: 3 clusters Score -1124142 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1124214.500000 Penalty: 3036.030273
	Iteration 5Q: 3 clusters Score -1124214 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1124266.125000 Penalty: 3036.030273
	Iteration 6Q: 3 clusters Score -1124266 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1124312.250000 Penalty: 3036.030273
	Iteration 7Q: 3 clusters Score -1124312 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1124353.625000 Penalty: 3036.030273
	Iteration 8Q: 3 clusters Score -1124354 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1124389.125000 Penalty: 3036.030273
	Iteration 9Q: 3 clusters Score -1124389 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1124427.500000 Penalty: 3036.030273
	Iteration 10Q: 3 clusters Score -1124428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1124459.750000 Penalty: 3036.030273
	Iteration 11Q: 3 clusters Score -1124460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1124500.625000 Penalty: 3036.030273
	Iteration 12Q: 3 clusters Score -1124501 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1124559.500000 Penalty: 3036.030273
	Iteration 13Q: 3 clusters Score -1124560 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1124640.250000 Penalty: 3036.030273
	Iteration 14Q: 3 clusters Score -1124640 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1124743.000000 Penalty: 3036.030273
	Iteration 15Q: 3 clusters Score -1124743 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1124891.750000 Penalty: 3036.030273
	Iteration 16Q: 3 clusters Score -1124892 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1125089.375000 Penalty: 3036.030273
	Iteration 17Q: 3 clusters Score -1125089 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1125386.875000 Penalty: 3036.030273
	Iteration 18Q: 3 clusters Score -1125387 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1125757.500000 Penalty: 3036.030273
	Iteration 19F: 3 clusters Score -1125758 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1126221.625000 Penalty: 3036.030273
	Iteration 20F: 3 clusters Score -1126222 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1126716.875000 Penalty: 3036.030273
	Iteration 21F: 3 clusters Score -1126717 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1127087.875000 Penalty: 3036.030273
	Iteration 22Q: 3 clusters Score -1127088 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1127366.625000 Penalty: 3036.030273
	Iteration 23Q: 3 clusters Score -1127367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1127571.625000 Penalty: 3036.030273
	Iteration 24Q: 3 clusters Score -1127572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1127698.625000 Penalty: 3036.030273
	Iteration 25Q: 3 clusters Score -1127699 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1127781.625000 Penalty: 3036.030273
	Iteration 26Q: 3 clusters Score -1127782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1127852.625000 Penalty: 3036.030273
	Iteration 27Q: 3 clusters Score -1127853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1127911.875000 Penalty: 3036.030273
	Iteration 28Q: 3 clusters Score -1127912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1127935.000000 Penalty: 3036.030273
	Iteration 29Q: 3 clusters Score -1127935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1127944.000000 Penalty: 3036.030273
	Iteration 30Q: 3 clusters Score -1127944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1127950.250000 Penalty: 3036.030273
	Iteration 31Q: 3 clusters Score -1127950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1127956.000000 Penalty: 3036.030273
	Iteration 32Q: 3 clusters Score -1127956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1127962.750000 Penalty: 3036.030273
	Iteration 33Q: 3 clusters Score -1127963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1127967.125000 Penalty: 3036.030273
	Iteration 34Q: 3 clusters Score -1127967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1127973.250000 Penalty: 3036.030273
	Iteration 35Q: 3 clusters Score -1127973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1127977.750000 Penalty: 3036.030273
	Iteration 36Q: 3 clusters Score -1127978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1127979.375000 Penalty: 3036.030273
	Iteration 37Q: 3 clusters Score -1127979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1127979.875000 Penalty: 3036.030273
	Iteration 38Q: 3 clusters Score -1127980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1127979.875000 Penalty: 3036.030273
	Iteration 39F: 3 clusters Score -1127980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -183600.984375 Penalty: 1245.684937
	Iteration 0F: 2 clusters Score -183601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -181422.109375 Penalty: 2491.369873
	Iteration 0F: 3 clusters Score -181422.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -181895.906250 Penalty: 2491.369873
	Iteration 1F: 3 clusters Score -181895.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -182035.390625 Penalty: 2491.369873
	Iteration 2F: 3 clusters Score -182035.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -182124.468750 Penalty: 2491.369873
	Iteration 3F: 3 clusters Score -182124.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -182173.796875 Penalty: 2491.369873
	Iteration 4Q: 3 clusters Score -182173.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182205.203125 Penalty: 2491.369873
	Iteration 5Q: 3 clusters Score -182205.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -182232.250000 Penalty: 2491.369873
	Iteration 6Q: 3 clusters Score -182232.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -182250.843750 Penalty: 2491.369873
	Iteration 7Q: 3 clusters Score -182250.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -182264.953125 Penalty: 2491.369873
	Iteration 8Q: 3 clusters Score -182265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182283.296875 Penalty: 2491.369873
	Iteration 9Q: 3 clusters Score -182283.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -182294.359375 Penalty: 2491.369873
	Iteration 10Q: 3 clusters Score -182294.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -182305.406250 Penalty: 2491.369873
	Iteration 11Q: 3 clusters Score -182305.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -182320.578125 Penalty: 2491.369873
	Iteration 12Q: 3 clusters Score -182320.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182332.671875 Penalty: 2491.369873
	Iteration 13Q: 3 clusters Score -182332.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -182343.765625 Penalty: 2491.369873
	Iteration 14Q: 3 clusters Score -182343.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -182351.765625 Penalty: 2491.369873
	Iteration 15Q: 3 clusters Score -182351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -182360.156250 Penalty: 2491.369873
	Iteration 16Q: 3 clusters Score -182360.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -182366.546875 Penalty: 2491.369873
	Iteration 17Q: 3 clusters Score -182366.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182369.453125 Penalty: 2491.369873
	Iteration 18Q: 3 clusters Score -182369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -182371.781250 Penalty: 2491.369873
	Iteration 19Q: 3 clusters Score -182371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -182372.281250 Penalty: 2491.369873
	Iteration 20F: 3 clusters Score -182372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -182372.906250 Penalty: 2491.369873
	Iteration 21Q: 3 clusters Score -182372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -182374.484375 Penalty: 2491.369873
	Iteration 22Q: 3 clusters Score -182374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -182375.765625 Penalty: 2491.369873
	Iteration 23Q: 3 clusters Score -182375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -182376.656250 Penalty: 2491.369873
	Iteration 24Q: 3 clusters Score -182376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -182377.062500 Penalty: 2491.369873
	Iteration 25Q: 3 clusters Score -182377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -182378.812500 Penalty: 2491.369873
	Iteration 26Q: 3 clusters Score -182378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -182379.640625 Penalty: 2491.369873
	Iteration 27Q: 3 clusters Score -182379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -182380.453125 Penalty: 2491.369873
	Iteration 28Q: 3 clusters Score -182380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -182382.640625 Penalty: 2491.369873
	Iteration 29Q: 3 clusters Score -182382.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182384.484375 Penalty: 2491.369873
	Iteration 30Q: 3 clusters Score -182384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182385.375000 Penalty: 2491.369873
	Iteration 31Q: 3 clusters Score -182385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182385.984375 Penalty: 2491.369873
	Iteration 32Q: 3 clusters Score -182386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -182386.609375 Penalty: 2491.369873
	Iteration 33Q: 3 clusters Score -182386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182387.937500 Penalty: 2491.369873
	Iteration 34Q: 3 clusters Score -182387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -182389.843750 Penalty: 2491.369873
	Iteration 35Q: 3 clusters Score -182389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182390.906250 Penalty: 2491.369873
	Iteration 36Q: 3 clusters Score -182390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182393.890625 Penalty: 2491.369873
	Iteration 37Q: 3 clusters Score -182393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -182396.062500 Penalty: 2491.369873
	Iteration 38Q: 3 clusters Score -182396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182397.671875 Penalty: 2491.369873
	Iteration 39Q: 3 clusters Score -182397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -182399.484375 Penalty: 2491.369873
	Iteration 40F: 3 clusters Score -182399.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182400.843750 Penalty: 2491.369873
	Iteration 41Q: 3 clusters Score -182400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182403.062500 Penalty: 2491.369873
	Iteration 42Q: 3 clusters Score -182403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -182404.875000 Penalty: 2491.369873
	Iteration 43Q: 3 clusters Score -182404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -182407.265625 Penalty: 2491.369873
	Iteration 44Q: 3 clusters Score -182407.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -182409.609375 Penalty: 2491.369873
	Iteration 45Q: 3 clusters Score -182409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182413.062500 Penalty: 2491.369873
	Iteration 46Q: 3 clusters Score -182413.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -182418.843750 Penalty: 2491.369873
	Iteration 47Q: 3 clusters Score -182418.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -182426.203125 Penalty: 2491.369873
	Iteration 48Q: 3 clusters Score -182426.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -182435.031250 Penalty: 2491.369873
	Iteration 49Q: 3 clusters Score -182435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -182444.656250 Penalty: 2491.369873
	Iteration 50Q: 3 clusters Score -182444.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182454.109375 Penalty: 2491.369873
	Iteration 51Q: 3 clusters Score -182454.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -182466.718750 Penalty: 2491.369873
	Iteration 52Q: 3 clusters Score -182466.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -182476.359375 Penalty: 2491.369873
	Iteration 53Q: 3 clusters Score -182476.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -182484.250000 Penalty: 2491.369873
	Iteration 54Q: 3 clusters Score -182484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182491.375000 Penalty: 2491.369873
	Iteration 55Q: 3 clusters Score -182491.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -182502.234375 Penalty: 2491.369873
	Iteration 56Q: 3 clusters Score -182502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -182509.218750 Penalty: 2491.369873
	Iteration 57Q: 3 clusters Score -182509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -182515.109375 Penalty: 2491.369873
	Iteration 58Q: 3 clusters Score -182515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -182521.453125 Penalty: 2491.369873
	Iteration 59Q: 3 clusters Score -182521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -182529.781250 Penalty: 2491.369873
	Iteration 60F: 3 clusters Score -182529.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -182536.562500 Penalty: 2491.369873
	Iteration 61Q: 3 clusters Score -182536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -182541.359375 Penalty: 2491.369873
	Iteration 62Q: 3 clusters Score -182541.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -182546.421875 Penalty: 2491.369873
	Iteration 63Q: 3 clusters Score -182546.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -182552.546875 Penalty: 2491.369873
	Iteration 64Q: 3 clusters Score -182552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -182554.265625 Penalty: 2491.369873
	Iteration 65Q: 3 clusters Score -182554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -182555.750000 Penalty: 2491.369873
	Iteration 66Q: 3 clusters Score -182555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -182557.250000 Penalty: 2491.369873
	Iteration 67Q: 3 clusters Score -182557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -182558.796875 Penalty: 2491.369873
	Iteration 68Q: 3 clusters Score -182558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -182559.953125 Penalty: 2491.369873
	Iteration 69Q: 3 clusters Score -182560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -182560.453125 Penalty: 2491.369873
	Iteration 70Q: 3 clusters Score -182560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -182561.390625 Penalty: 2491.369873
	Iteration 71Q: 3 clusters Score -182561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -182561.531250 Penalty: 2491.369873
	Iteration 72Q: 3 clusters Score -182561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -182562.625000 Penalty: 2491.369873
	Iteration 73Q: 3 clusters Score -182562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -182565.296875 Penalty: 2491.369873
	Iteration 74Q: 3 clusters Score -182565.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -182568.875000 Penalty: 2491.369873
	Iteration 75Q: 3 clusters Score -182568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -182572.390625 Penalty: 2491.369873
	Iteration 76Q: 3 clusters Score -182572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -182577.421875 Penalty: 2491.369873
	Iteration 77Q: 3 clusters Score -182577.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -182580.296875 Penalty: 2491.369873
	Iteration 78Q: 3 clusters Score -182580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -182586.859375 Penalty: 2491.369873
	Iteration 79Q: 3 clusters Score -182586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -182591.765625 Penalty: 2491.369873
	Iteration 80F: 3 clusters Score -182591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -182594.031250 Penalty: 2491.369873
	Iteration 81Q: 3 clusters Score -182594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -182595.109375 Penalty: 2491.369873
	Iteration 82Q: 3 clusters Score -182595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -182597.109375 Penalty: 2491.369873
	Iteration 83Q: 3 clusters Score -182597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -182597.656250 Penalty: 2491.369873
	Iteration 84Q: 3 clusters Score -182597.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -182597.656250 Penalty: 2491.369873
	Iteration 85F: 3 clusters Score -182597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Entering Unmasked Estep 
Score: -975778.250000 Penalty: 1509.712280
	Iteration 0F: 2 clusters Score -975778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -968112.250000 Penalty: 3019.424561
	Iteration 0F: 3 clusters Score -968112.2 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -970927.750000 Penalty: 3019.424561
	Iteration 1F: 3 clusters Score -970927.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -971622.375000 Penalty: 3019.424561
	Iteration 2F: 3 clusters Score -971622.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -972485.312500 Penalty: 3019.424561
	Iteration 3F: 3 clusters Score -972485.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -973316.687500 Penalty: 3019.424561
	Iteration 4F: 3 clusters Score -973316.7 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -973980.500000 Penalty: 3019.424561
	Iteration 5F: 3 clusters Score -973980.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -974352.375000 Penalty: 3019.424561
	Iteration 6F: 3 clusters Score -974352.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -974568.500000 Penalty: 3019.424561
	Iteration 7Q: 3 clusters Score -974568.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -974704.500000 Penalty: 3019.424561
	Iteration 8Q: 3 clusters Score -974704.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -974781.875000 Penalty: 3019.424561
	Iteration 9Q: 3 clusters Score -974781.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -974852.812500 Penalty: 3019.424561
	Iteration 10Q: 3 clusters Score -974852.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -974930.250000 Penalty: 3019.424561
	Iteration 11Q: 3 clusters Score -974930.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -975004.937500 Penalty: 3019.424561
	Iteration 12Q: 3 clusters Score -975004.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -975069.250000 Penalty: 3019.424561
	Iteration 13Q: 3 clusters Score -975069.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -975137.187500 Penalty: 3019.424561
	Iteration 14Q: 3 clusters Score -975137.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -975195.562500 Penalty: 3019.424561
	Iteration 15Q: 3 clusters Score -975195.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -975247.687500 Penalty: 3019.424561
	Iteration 16Q: 3 clusters Score -975247.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -975291.312500 Penalty: 3019.424561
	Iteration 17Q: 3 clusters Score -975291.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -975325.187500 Penalty: 3019.424561
	Iteration 18Q: 3 clusters Score -975325.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -975357.625000 Penalty: 3019.424561
	Iteration 19Q: 3 clusters Score -975357.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -975379.687500 Penalty: 3019.424561
	Iteration 20F: 3 clusters Score -975379.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -975397.000000 Penalty: 3019.424561
	Iteration 21Q: 3 clusters Score -975397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -975410.750000 Penalty: 3019.424561
	Iteration 22Q: 3 clusters Score -975410.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -975432.000000 Penalty: 3019.424561
	Iteration 23Q: 3 clusters Score -975432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -975451.812500 Penalty: 3019.424561
	Iteration 24Q: 3 clusters Score -975451.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -975469.187500 Penalty: 3019.424561
	Iteration 25Q: 3 clusters Score -975469.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -975497.562500 Penalty: 3019.424561
	Iteration 26Q: 3 clusters Score -975497.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -975518.812500 Penalty: 3019.424561
	Iteration 27Q: 3 clusters Score -975518.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -975543.625000 Penalty: 3019.424561
	Iteration 28Q: 3 clusters Score -975543.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -975567.250000 Penalty: 3019.424561
	Iteration 29Q: 3 clusters Score -975567.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -975589.687500 Penalty: 3019.424561
	Iteration 30Q: 3 clusters Score -975589.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -975622.062500 Penalty: 3019.424561
	Iteration 31Q: 3 clusters Score -975622.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -975661.625000 Penalty: 3019.424561
	Iteration 32Q: 3 clusters Score -975661.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -975707.625000 Penalty: 3019.424561
	Iteration 33Q: 3 clusters Score -975707.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -975762.625000 Penalty: 3019.424561
	Iteration 34Q: 3 clusters Score -975762.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -975833.812500 Penalty: 3019.424561
	Iteration 35Q: 3 clusters Score -975833.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -975908.750000 Penalty: 3019.424561
	Iteration 36Q: 3 clusters Score -975908.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -975968.625000 Penalty: 3019.424561
	Iteration 37Q: 3 clusters Score -975968.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -976025.000000 Penalty: 3019.424561
	Iteration 38Q: 3 clusters Score -976025 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -976067.687500 Penalty: 3019.424561
	Iteration 39Q: 3 clusters Score -976067.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -976104.562500 Penalty: 3019.424561
	Iteration 40F: 3 clusters Score -976104.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -976137.250000 Penalty: 3019.424561
	Iteration 41Q: 3 clusters Score -976137.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -976160.687500 Penalty: 3019.424561
	Iteration 42Q: 3 clusters Score -976160.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -976180.312500 Penalty: 3019.424561
	Iteration 43Q: 3 clusters Score -976180.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -976194.437500 Penalty: 3019.424561
	Iteration 44Q: 3 clusters Score -976194.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -976201.250000 Penalty: 3019.424561
	Iteration 45Q: 3 clusters Score -976201.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -976206.250000 Penalty: 3019.424561
	Iteration 46Q: 3 clusters Score -976206.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -976211.062500 Penalty: 3019.424561
	Iteration 47Q: 3 clusters Score -976211.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -976220.250000 Penalty: 3019.424561
	Iteration 48Q: 3 clusters Score -976220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -976230.500000 Penalty: 3019.424561
	Iteration 49Q: 3 clusters Score -976230.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -976239.250000 Penalty: 3019.424561
	Iteration 50Q: 3 clusters Score -976239.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -976244.312500 Penalty: 3019.424561
	Iteration 51Q: 3 clusters Score -976244.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -976247.687500 Penalty: 3019.424561
	Iteration 52Q: 3 clusters Score -976247.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -976253.562500 Penalty: 3019.424561
	Iteration 53Q: 3 clusters Score -976253.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -976261.875000 Penalty: 3019.424561
	Iteration 54Q: 3 clusters Score -976261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -976265.750000 Penalty: 3019.424561
	Iteration 55Q: 3 clusters Score -976265.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -976270.062500 Penalty: 3019.424561
	Iteration 56Q: 3 clusters Score -976270.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -976272.437500 Penalty: 3019.424561
	Iteration 57Q: 3 clusters Score -976272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -976276.375000 Penalty: 3019.424561
	Iteration 58Q: 3 clusters Score -976276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -976277.875000 Penalty: 3019.424561
	Iteration 59Q: 3 clusters Score -976277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -976277.125000 Penalty: 3019.424561
	Iteration 60F: 3 clusters Score -976277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 39925 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 8318 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 1014 members 
Mstep: Class 34 contains 1466 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1312 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 5536 members 
Mstep: Class 39 contains 2517 members 
Entering Unmasked Estep 
Score: -49744404.000000 Penalty: 83691.570312
Splitting cluster 23 changes total score from -49737352.000000 to -49744404.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -278021.656250 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -278021.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -275253.750000 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -275253.8 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -275930.343750 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -275930.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -276081.687500 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -276081.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -276152.593750 Penalty: 2603.042969
	Iteration 3Q: 3 clusters Score -276152.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -276207.937500 Penalty: 2603.042969
	Iteration 4Q: 3 clusters Score -276207.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -276238.000000 Penalty: 2603.042969
	Iteration 5Q: 3 clusters Score -276238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -276265.656250 Penalty: 2603.042969
	Iteration 6Q: 3 clusters Score -276265.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -276289.906250 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -276289.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -276311.312500 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -276311.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -276328.718750 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -276328.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -276341.437500 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -276341.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -276350.250000 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -276350.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -276357.093750 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -276357.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -276362.656250 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -276362.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -276369.125000 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -276369.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -276372.718750 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -276372.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -276377.375000 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -276377.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -276380.875000 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -276380.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -276388.562500 Penalty: 2603.042969
	Iteration 18Q: 3 clusters Score -276388.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -276399.437500 Penalty: 2603.042969
	Iteration 19Q: 3 clusters Score -276399.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -276412.343750 Penalty: 2603.042969
	Iteration 20F: 3 clusters Score -276412.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -276422.500000 Penalty: 2603.042969
	Iteration 21Q: 3 clusters Score -276422.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -276433.625000 Penalty: 2603.042969
	Iteration 22Q: 3 clusters Score -276433.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -276444.156250 Penalty: 2603.042969
	Iteration 23Q: 3 clusters Score -276444.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -276453.531250 Penalty: 2603.042969
	Iteration 24Q: 3 clusters Score -276453.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -276462.187500 Penalty: 2603.042969
	Iteration 25Q: 3 clusters Score -276462.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -276476.187500 Penalty: 2603.042969
	Iteration 26Q: 3 clusters Score -276476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -276495.468750 Penalty: 2603.042969
	Iteration 27Q: 3 clusters Score -276495.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -276516.406250 Penalty: 2603.042969
	Iteration 28Q: 3 clusters Score -276516.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -276537.468750 Penalty: 2603.042969
	Iteration 29Q: 3 clusters Score -276537.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -276563.656250 Penalty: 2603.042969
	Iteration 30Q: 3 clusters Score -276563.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -276594.812500 Penalty: 2603.042969
	Iteration 31Q: 3 clusters Score -276594.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -276633.437500 Penalty: 2603.042969
	Iteration 32Q: 3 clusters Score -276633.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -276681.125000 Penalty: 2603.042969
	Iteration 33Q: 3 clusters Score -276681.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -276729.000000 Penalty: 2603.042969
	Iteration 34Q: 3 clusters Score -276729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -276794.343750 Penalty: 2603.042969
	Iteration 35Q: 3 clusters Score -276794.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -276874.875000 Penalty: 2603.042969
	Iteration 36Q: 3 clusters Score -276874.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -276963.750000 Penalty: 2603.042969
	Iteration 37Q: 3 clusters Score -276963.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -277035.125000 Penalty: 2603.042969
	Iteration 38Q: 3 clusters Score -277035.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -277081.875000 Penalty: 2603.042969
	Iteration 39Q: 3 clusters Score -277081.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -277122.656250 Penalty: 2603.042969
	Iteration 40F: 3 clusters Score -277122.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -277155.406250 Penalty: 2603.042969
	Iteration 41Q: 3 clusters Score -277155.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -277173.656250 Penalty: 2603.042969
	Iteration 42Q: 3 clusters Score -277173.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -277191.468750 Penalty: 2603.042969
	Iteration 43Q: 3 clusters Score -277191.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -277199.562500 Penalty: 2603.042969
	Iteration 44Q: 3 clusters Score -277199.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -277207.406250 Penalty: 2603.042969
	Iteration 45Q: 3 clusters Score -277207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -277213.562500 Penalty: 2603.042969
	Iteration 46Q: 3 clusters Score -277213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -277217.218750 Penalty: 2603.042969
	Iteration 47Q: 3 clusters Score -277217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -277219.125000 Penalty: 2603.042969
	Iteration 48Q: 3 clusters Score -277219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -277220.000000 Penalty: 2603.042969
	Iteration 49Q: 3 clusters Score -277220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -277222.125000 Penalty: 2603.042969
	Iteration 50Q: 3 clusters Score -277222.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -277224.156250 Penalty: 2603.042969
	Iteration 51Q: 3 clusters Score -277224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -277224.718750 Penalty: 2603.042969
	Iteration 52Q: 3 clusters Score -277224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -277226.156250 Penalty: 2603.042969
	Iteration 53Q: 3 clusters Score -277226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -277226.156250 Penalty: 2603.042969
	Iteration 54F: 3 clusters Score -277226.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -687270.375000 Penalty: 1464.451904
	Iteration 0F: 2 clusters Score -687270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -681317.812500 Penalty: 2928.903809
	Iteration 0F: 3 clusters Score -681317.8 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -683494.562500 Penalty: 2928.903809
	Iteration 1F: 3 clusters Score -683494.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -684014.687500 Penalty: 2928.903809
	Iteration 2F: 3 clusters Score -684014.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -684530.187500 Penalty: 2928.903809
	Iteration 3F: 3 clusters Score -684530.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -685014.500000 Penalty: 2928.903809
	Iteration 4F: 3 clusters Score -685014.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -685465.687500 Penalty: 2928.903809
	Iteration 5F: 3 clusters Score -685465.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -685880.125000 Penalty: 2928.903809
	Iteration 6F: 3 clusters Score -685880.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -686208.125000 Penalty: 2928.903809
	Iteration 7F: 3 clusters Score -686208.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -686433.062500 Penalty: 2928.903809
	Iteration 8Q: 3 clusters Score -686433.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -686567.250000 Penalty: 2928.903809
	Iteration 9Q: 3 clusters Score -686567.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -686662.062500 Penalty: 2928.903809
	Iteration 10Q: 3 clusters Score -686662.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -686734.187500 Penalty: 2928.903809
	Iteration 11Q: 3 clusters Score -686734.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -686791.250000 Penalty: 2928.903809
	Iteration 12Q: 3 clusters Score -686791.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -686836.625000 Penalty: 2928.903809
	Iteration 13Q: 3 clusters Score -686836.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -686881.000000 Penalty: 2928.903809
	Iteration 14Q: 3 clusters Score -686881 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -686924.375000 Penalty: 2928.903809
	Iteration 15Q: 3 clusters Score -686924.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -686971.187500 Penalty: 2928.903809
	Iteration 16Q: 3 clusters Score -686971.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -687003.437500 Penalty: 2928.903809
	Iteration 17Q: 3 clusters Score -687003.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -687026.562500 Penalty: 2928.903809
	Iteration 18Q: 3 clusters Score -687026.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -687045.062500 Penalty: 2928.903809
	Iteration 19Q: 3 clusters Score -687045.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -687057.687500 Penalty: 2928.903809
	Iteration 20F: 3 clusters Score -687057.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -687068.062500 Penalty: 2928.903809
	Iteration 21Q: 3 clusters Score -687068.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -687075.437500 Penalty: 2928.903809
	Iteration 22Q: 3 clusters Score -687075.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -687082.687500 Penalty: 2928.903809
	Iteration 23Q: 3 clusters Score -687082.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -687092.312500 Penalty: 2928.903809
	Iteration 24Q: 3 clusters Score -687092.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -687101.000000 Penalty: 2928.903809
	Iteration 25Q: 3 clusters Score -687101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -687109.000000 Penalty: 2928.903809
	Iteration 26Q: 3 clusters Score -687109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -687118.250000 Penalty: 2928.903809
	Iteration 27Q: 3 clusters Score -687118.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -687124.562500 Penalty: 2928.903809
	Iteration 28Q: 3 clusters Score -687124.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -687127.187500 Penalty: 2928.903809
	Iteration 29Q: 3 clusters Score -687127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -687135.562500 Penalty: 2928.903809
	Iteration 30Q: 3 clusters Score -687135.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -687142.312500 Penalty: 2928.903809
	Iteration 31Q: 3 clusters Score -687142.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -687147.500000 Penalty: 2928.903809
	Iteration 32Q: 3 clusters Score -687147.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -687151.937500 Penalty: 2928.903809
	Iteration 33Q: 3 clusters Score -687151.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -687153.500000 Penalty: 2928.903809
	Iteration 34Q: 3 clusters Score -687153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -687155.500000 Penalty: 2928.903809
	Iteration 35Q: 3 clusters Score -687155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -687157.500000 Penalty: 2928.903809
	Iteration 36Q: 3 clusters Score -687157.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -687161.500000 Penalty: 2928.903809
	Iteration 37Q: 3 clusters Score -687161.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -687164.500000 Penalty: 2928.903809
	Iteration 38Q: 3 clusters Score -687164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -687163.375000 Penalty: 2928.903809
	Iteration 39Q: 3 clusters Score -687163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -687163.875000 Penalty: 2928.903809
	Iteration 40F: 3 clusters Score -687163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -687165.562500 Penalty: 2928.903809
	Iteration 41Q: 3 clusters Score -687165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -687165.562500 Penalty: 2928.903809
	Iteration 42F: 3 clusters Score -687165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Entering Unmasked Estep 
Score: -2085476.250000 Penalty: 1622.700684
	Iteration 0F: 2 clusters Score -2085476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2070802.000000 Penalty: 3245.401367
	Iteration 0F: 3 clusters Score -2070802 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2076335.500000 Penalty: 3245.401367
	Iteration 1F: 3 clusters Score -2076336 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2076816.625000 Penalty: 3245.401367
	Iteration 2F: 3 clusters Score -2076817 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2077328.625000 Penalty: 3245.401367
	Iteration 3F: 3 clusters Score -2077329 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2077922.125000 Penalty: 3245.401367
	Iteration 4F: 3 clusters Score -2077922 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2078577.000000 Penalty: 3245.401367
	Iteration 5F: 3 clusters Score -2078577 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2079247.000000 Penalty: 3245.401367
	Iteration 6F: 3 clusters Score -2079247 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2079960.250000 Penalty: 3245.401367
	Iteration 7F: 3 clusters Score -2079960 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2080690.500000 Penalty: 3245.401367
	Iteration 8F: 3 clusters Score -2080690 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2081343.000000 Penalty: 3245.401367
	Iteration 9Q: 3 clusters Score -2081343 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2081827.750000 Penalty: 3245.401367
	Iteration 10Q: 3 clusters Score -2081828 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2082244.500000 Penalty: 3245.401367
	Iteration 11Q: 3 clusters Score -2082244 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2082597.125000 Penalty: 3245.401367
	Iteration 12Q: 3 clusters Score -2082597 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2082900.750000 Penalty: 3245.401367
	Iteration 13Q: 3 clusters Score -2082901 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2083107.500000 Penalty: 3245.401367
	Iteration 14Q: 3 clusters Score -2083108 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2083261.125000 Penalty: 3245.401367
	Iteration 15Q: 3 clusters Score -2083261 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2083385.500000 Penalty: 3245.401367
	Iteration 16Q: 3 clusters Score -2083386 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2083476.375000 Penalty: 3245.401367
	Iteration 17Q: 3 clusters Score -2083476 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2083557.250000 Penalty: 3245.401367
	Iteration 18Q: 3 clusters Score -2083557 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2083608.125000 Penalty: 3245.401367
	Iteration 19Q: 3 clusters Score -2083608 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2083657.500000 Penalty: 3245.401367
	Iteration 20F: 3 clusters Score -2083658 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2083701.875000 Penalty: 3245.401367
	Iteration 21Q: 3 clusters Score -2083702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2083737.625000 Penalty: 3245.401367
	Iteration 22Q: 3 clusters Score -2083738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2083769.000000 Penalty: 3245.401367
	Iteration 23Q: 3 clusters Score -2083769 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2083799.875000 Penalty: 3245.401367
	Iteration 24Q: 3 clusters Score -2083800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2083825.375000 Penalty: 3245.401367
	Iteration 25Q: 3 clusters Score -2083825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2083856.500000 Penalty: 3245.401367
	Iteration 26Q: 3 clusters Score -2083856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2083882.000000 Penalty: 3245.401367
	Iteration 27Q: 3 clusters Score -2083882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2083898.875000 Penalty: 3245.401367
	Iteration 28Q: 3 clusters Score -2083899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2083912.375000 Penalty: 3245.401367
	Iteration 29Q: 3 clusters Score -2083912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2083924.250000 Penalty: 3245.401367
	Iteration 30Q: 3 clusters Score -2083924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2083934.250000 Penalty: 3245.401367
	Iteration 31Q: 3 clusters Score -2083934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2083942.625000 Penalty: 3245.401367
	Iteration 32Q: 3 clusters Score -2083943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2083949.375000 Penalty: 3245.401367
	Iteration 33Q: 3 clusters Score -2083949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2083960.625000 Penalty: 3245.401367
	Iteration 34Q: 3 clusters Score -2083961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2083967.750000 Penalty: 3245.401367
	Iteration 35Q: 3 clusters Score -2083968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2083971.375000 Penalty: 3245.401367
	Iteration 36Q: 3 clusters Score -2083971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2083973.250000 Penalty: 3245.401367
	Iteration 37Q: 3 clusters Score -2083973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2083983.750000 Penalty: 3245.401367
	Iteration 38Q: 3 clusters Score -2083984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2083987.875000 Penalty: 3245.401367
	Iteration 39Q: 3 clusters Score -2083988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2083995.125000 Penalty: 3245.401367
	Iteration 40F: 3 clusters Score -2083995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2084002.500000 Penalty: 3245.401367
	Iteration 41Q: 3 clusters Score -2084002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2084005.375000 Penalty: 3245.401367
	Iteration 42Q: 3 clusters Score -2084005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2084011.000000 Penalty: 3245.401367
	Iteration 43Q: 3 clusters Score -2084011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2084013.750000 Penalty: 3245.401367
	Iteration 44Q: 3 clusters Score -2084014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2084016.750000 Penalty: 3245.401367
	Iteration 45Q: 3 clusters Score -2084017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2084016.750000 Penalty: 3245.401367
	Iteration 46Q: 3 clusters Score -2084017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2084022.000000 Penalty: 3245.401367
	Iteration 47Q: 3 clusters Score -2084022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2084021.625000 Penalty: 3245.401367
	Iteration 48Q: 3 clusters Score -2084022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2084028.000000 Penalty: 3245.401367
	Iteration 49Q: 3 clusters Score -2084028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2084027.750000 Penalty: 3245.401367
	Iteration 50Q: 3 clusters Score -2084028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2084029.625000 Penalty: 3245.401367
	Iteration 51Q: 3 clusters Score -2084030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2084032.500000 Penalty: 3245.401367
	Iteration 52Q: 3 clusters Score -2084032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2084036.375000 Penalty: 3245.401367
	Iteration 53Q: 3 clusters Score -2084036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2084039.250000 Penalty: 3245.401367
	Iteration 54Q: 3 clusters Score -2084039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2084039.375000 Penalty: 3245.401367
	Iteration 55Q: 3 clusters Score -2084039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2084040.750000 Penalty: 3245.401367
	Iteration 56Q: 3 clusters Score -2084041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2084042.250000 Penalty: 3245.401367
	Iteration 57Q: 3 clusters Score -2084042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2084046.625000 Penalty: 3245.401367
	Iteration 58Q: 3 clusters Score -2084047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2084046.750000 Penalty: 3245.401367
	Iteration 59Q: 3 clusters Score -2084047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2084044.250000 Penalty: 3245.401367
	Iteration 60F: 3 clusters Score -2084044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2084048.500000 Penalty: 3245.401367
	Iteration 61Q: 3 clusters Score -2084048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2084053.250000 Penalty: 3245.401367
	Iteration 62Q: 3 clusters Score -2084053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2084056.000000 Penalty: 3245.401367
	Iteration 63Q: 3 clusters Score -2084056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2084058.500000 Penalty: 3245.401367
	Iteration 64Q: 3 clusters Score -2084058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2084059.875000 Penalty: 3245.401367
	Iteration 65Q: 3 clusters Score -2084060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2084060.750000 Penalty: 3245.401367
	Iteration 66Q: 3 clusters Score -2084061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2084065.500000 Penalty: 3245.401367
	Iteration 67Q: 3 clusters Score -2084066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2084063.250000 Penalty: 3245.401367
	Iteration 68Q: 3 clusters Score -2084063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2084065.375000 Penalty: 3245.401367
	Iteration 69Q: 3 clusters Score -2084065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2084063.500000 Penalty: 3245.401367
	Iteration 70Q: 3 clusters Score -2084064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2084067.500000 Penalty: 3245.401367
	Iteration 71Q: 3 clusters Score -2084068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2084069.875000 Penalty: 3245.401367
	Iteration 72Q: 3 clusters Score -2084070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2084074.750000 Penalty: 3245.401367
	Iteration 73Q: 3 clusters Score -2084075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2084072.125000 Penalty: 3245.401367
	Iteration 74Q: 3 clusters Score -2084072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2084076.500000 Penalty: 3245.401367
	Iteration 75Q: 3 clusters Score -2084076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2084079.250000 Penalty: 3245.401367
	Iteration 76Q: 3 clusters Score -2084079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2084078.000000 Penalty: 3245.401367
	Iteration 77Q: 3 clusters Score -2084078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2084085.250000 Penalty: 3245.401367
	Iteration 78Q: 3 clusters Score -2084085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2084090.500000 Penalty: 3245.401367
	Iteration 79Q: 3 clusters Score -2084090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2084092.750000 Penalty: 3245.401367
	Iteration 80F: 3 clusters Score -2084093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2084098.625000 Penalty: 3245.401367
	Iteration 81Q: 3 clusters Score -2084099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2084096.750000 Penalty: 3245.401367
	Iteration 82Q: 3 clusters Score -2084097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2084100.875000 Penalty: 3245.401367
	Iteration 83Q: 3 clusters Score -2084101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2084102.375000 Penalty: 3245.401367
	Iteration 84Q: 3 clusters Score -2084102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2084103.750000 Penalty: 3245.401367
	Iteration 85Q: 3 clusters Score -2084104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2084103.125000 Penalty: 3245.401367
	Iteration 86Q: 3 clusters Score -2084103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2084108.875000 Penalty: 3245.401367
	Iteration 87Q: 3 clusters Score -2084109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2084111.500000 Penalty: 3245.401367
	Iteration 88Q: 3 clusters Score -2084112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2084110.000000 Penalty: 3245.401367
	Iteration 89Q: 3 clusters Score -2084110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2084112.500000 Penalty: 3245.401367
	Iteration 90Q: 3 clusters Score -2084112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2084115.000000 Penalty: 3245.401367
	Iteration 91Q: 3 clusters Score -2084115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2084119.125000 Penalty: 3245.401367
	Iteration 92Q: 3 clusters Score -2084119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2084119.875000 Penalty: 3245.401367
	Iteration 93Q: 3 clusters Score -2084120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2084125.250000 Penalty: 3245.401367
	Iteration 94Q: 3 clusters Score -2084125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2084124.500000 Penalty: 3245.401367
	Iteration 95Q: 3 clusters Score -2084124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2084128.750000 Penalty: 3245.401367
	Iteration 96Q: 3 clusters Score -2084129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2084128.375000 Penalty: 3245.401367
	Iteration 97Q: 3 clusters Score -2084128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2084125.875000 Penalty: 3245.401367
	Iteration 98Q: 3 clusters Score -2084126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2084128.500000 Penalty: 3245.401367
	Iteration 99Q: 3 clusters Score -2084128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2084129.750000 Penalty: 3245.401367
	Iteration 100F: 3 clusters Score -2084130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2084133.750000 Penalty: 3245.401367
	Iteration 101Q: 3 clusters Score -2084134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2084135.500000 Penalty: 3245.401367
	Iteration 102Q: 3 clusters Score -2084136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2084137.125000 Penalty: 3245.401367
	Iteration 103Q: 3 clusters Score -2084137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2084135.500000 Penalty: 3245.401367
	Iteration 104Q: 3 clusters Score -2084136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2084138.750000 Penalty: 3245.401367
	Iteration 105Q: 3 clusters Score -2084139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2084139.500000 Penalty: 3245.401367
	Iteration 106Q: 3 clusters Score -2084140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2084139.375000 Penalty: 3245.401367
	Iteration 107Q: 3 clusters Score -2084139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2084138.625000 Penalty: 3245.401367
	Iteration 108Q: 3 clusters Score -2084139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2084141.750000 Penalty: 3245.401367
	Iteration 109Q: 3 clusters Score -2084142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2084143.000000 Penalty: 3245.401367
	Iteration 110Q: 3 clusters Score -2084143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2084143.875000 Penalty: 3245.401367
	Iteration 111Q: 3 clusters Score -2084144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2084141.000000 Penalty: 3245.401367
	Iteration 112Q: 3 clusters Score -2084141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2084141.000000 Penalty: 3245.401367
	Iteration 113F: 3 clusters Score -2084141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -187419.484375 Penalty: 1244.077881
	Iteration 0F: 2 clusters Score -187419.5 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 1085 members 
Entering Unmasked Estep 
Score: -185320.203125 Penalty: 2488.155762
	Iteration 0F: 3 clusters Score -185320.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -185968.312500 Penalty: 2488.155762
	Iteration 1F: 3 clusters Score -185968.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -186272.546875 Penalty: 2488.155762
	Iteration 2F: 3 clusters Score -186272.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -186630.562500 Penalty: 2488.155762
	Iteration 3F: 3 clusters Score -186630.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -187180.125000 Penalty: 2488.155762
	Iteration 4F: 3 clusters Score -187180.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -187940.156250 Penalty: 2488.155762
	Iteration 5F: 3 clusters Score -187940.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -188134.203125 Penalty: 2488.155762
	Iteration 6Q: 3 clusters Score -188134.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -188184.328125 Penalty: 2488.155762
	Iteration 7Q: 3 clusters Score -188184.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -188203.968750 Penalty: 2488.155762
	Iteration 8Q: 3 clusters Score -188204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -188221.203125 Penalty: 2488.155762
	Iteration 9Q: 3 clusters Score -188221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -188234.187500 Penalty: 2488.155762
	Iteration 10Q: 3 clusters Score -188234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -188237.765625 Penalty: 2488.155762
	Iteration 11Q: 3 clusters Score -188237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -188239.484375 Penalty: 2488.155762
	Iteration 12Q: 3 clusters Score -188239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -188240.500000 Penalty: 2488.155762
	Iteration 13Q: 3 clusters Score -188240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -188240.500000 Penalty: 2488.155762
	Iteration 14F: 3 clusters Score -188240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 39925 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 8318 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 1014 members 
Mstep: Class 34 contains 1466 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1312 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 5536 members 
Mstep: Class 39 contains 2517 members 
Mstep: Class 40 contains 1389 members 
Entering Unmasked Estep 
Score: -49744380.000000 Penalty: 85837.507812
Splitting cluster 27 changes total score from -49737352.000000 to -49744380.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 28 (20953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Entering Unmasked Estep 
Score: -2067265.375000 Penalty: 1616.880981
	Iteration 0F: 2 clusters Score -2067265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2053107.375000 Penalty: 3233.761963
	Iteration 0F: 3 clusters Score -2053107 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2058170.875000 Penalty: 3233.761963
	Iteration 1F: 3 clusters Score -2058171 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2058482.375000 Penalty: 3233.761963
	Iteration 2Q: 3 clusters Score -2058482 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2058755.625000 Penalty: 3233.761963
	Iteration 3Q: 3 clusters Score -2058756 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2059019.500000 Penalty: 3233.761963
	Iteration 4Q: 3 clusters Score -2059020 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2059373.625000 Penalty: 3233.761963
	Iteration 5Q: 3 clusters Score -2059374 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2059871.375000 Penalty: 3233.761963
	Iteration 6Q: 3 clusters Score -2059871 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2060660.375000 Penalty: 3233.761963
	Iteration 7F: 3 clusters Score -2060660 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2061789.125000 Penalty: 3233.761963
	Iteration 8F: 3 clusters Score -2061789 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2063246.375000 Penalty: 3233.761963
	Iteration 9F: 3 clusters Score -2063246 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2064431.625000 Penalty: 3233.761963
	Iteration 10F: 3 clusters Score -2064432 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2065131.875000 Penalty: 3233.761963
	Iteration 11Q: 3 clusters Score -2065132 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2065509.500000 Penalty: 3233.761963
	Iteration 12Q: 3 clusters Score -2065510 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2065686.500000 Penalty: 3233.761963
	Iteration 13Q: 3 clusters Score -2065686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2065759.875000 Penalty: 3233.761963
	Iteration 14Q: 3 clusters Score -2065760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2065798.750000 Penalty: 3233.761963
	Iteration 15Q: 3 clusters Score -2065799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2065819.750000 Penalty: 3233.761963
	Iteration 16Q: 3 clusters Score -2065820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2065832.875000 Penalty: 3233.761963
	Iteration 17Q: 3 clusters Score -2065833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2065838.750000 Penalty: 3233.761963
	Iteration 18Q: 3 clusters Score -2065839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2065841.875000 Penalty: 3233.761963
	Iteration 19Q: 3 clusters Score -2065842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2065846.625000 Penalty: 3233.761963
	Iteration 20F: 3 clusters Score -2065847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2065851.625000 Penalty: 3233.761963
	Iteration 21Q: 3 clusters Score -2065852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2065852.625000 Penalty: 3233.761963
	Iteration 22Q: 3 clusters Score -2065853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2065854.250000 Penalty: 3233.761963
	Iteration 23Q: 3 clusters Score -2065854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2065855.125000 Penalty: 3233.761963
	Iteration 24Q: 3 clusters Score -2065855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2065855.250000 Penalty: 3233.761963
	Iteration 25Q: 3 clusters Score -2065855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2065856.500000 Penalty: 3233.761963
	Iteration 26Q: 3 clusters Score -2065856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2065858.000000 Penalty: 3233.761963
	Iteration 27Q: 3 clusters Score -2065858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2065858.000000 Penalty: 3233.761963
	Iteration 28F: 3 clusters Score -2065858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Entering Unmasked Estep 
Score: -865469.687500 Penalty: 1480.243896
	Iteration 0F: 2 clusters Score -865469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -858966.687500 Penalty: 2960.487793
	Iteration 0F: 3 clusters Score -858966.7 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -861271.687500 Penalty: 2960.487793
	Iteration 1F: 3 clusters Score -861271.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -861753.312500 Penalty: 2960.487793
	Iteration 2F: 3 clusters Score -861753.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -862230.125000 Penalty: 2960.487793
	Iteration 3F: 3 clusters Score -862230.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -862691.312500 Penalty: 2960.487793
	Iteration 4F: 3 clusters Score -862691.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -863134.750000 Penalty: 2960.487793
	Iteration 5F: 3 clusters Score -863134.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -863526.125000 Penalty: 2960.487793
	Iteration 6F: 3 clusters Score -863526.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -863842.312500 Penalty: 2960.487793
	Iteration 7Q: 3 clusters Score -863842.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -864114.687500 Penalty: 2960.487793
	Iteration 8Q: 3 clusters Score -864114.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -864353.687500 Penalty: 2960.487793
	Iteration 9Q: 3 clusters Score -864353.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -864540.875000 Penalty: 2960.487793
	Iteration 10Q: 3 clusters Score -864540.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -864679.187500 Penalty: 2960.487793
	Iteration 11Q: 3 clusters Score -864679.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -864816.562500 Penalty: 2960.487793
	Iteration 12Q: 3 clusters Score -864816.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -864904.875000 Penalty: 2960.487793
	Iteration 13Q: 3 clusters Score -864904.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -864948.250000 Penalty: 2960.487793
	Iteration 14Q: 3 clusters Score -864948.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -864977.312500 Penalty: 2960.487793
	Iteration 15Q: 3 clusters Score -864977.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -864987.062500 Penalty: 2960.487793
	Iteration 16Q: 3 clusters Score -864987.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -864990.312500 Penalty: 2960.487793
	Iteration 17Q: 3 clusters Score -864990.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -864996.312500 Penalty: 2960.487793
	Iteration 18Q: 3 clusters Score -864996.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -864999.625000 Penalty: 2960.487793
	Iteration 19Q: 3 clusters Score -864999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -865001.500000 Penalty: 2960.487793
	Iteration 20F: 3 clusters Score -865001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -865001.437500 Penalty: 2960.487793
	Iteration 21Q: 3 clusters Score -865001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -865001.687500 Penalty: 2960.487793
	Iteration 22Q: 3 clusters Score -865001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -865001.937500 Penalty: 2960.487793
	Iteration 23Q: 3 clusters Score -865001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -865002.812500 Penalty: 2960.487793
	Iteration 24Q: 3 clusters Score -865002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -865002.812500 Penalty: 2960.487793
	Iteration 25Q: 3 clusters Score -865002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -865002.750000 Penalty: 2960.487793
	Iteration 26Q: 3 clusters Score -865002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -865004.312500 Penalty: 2960.487793
	Iteration 27Q: 3 clusters Score -865004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -865003.062500 Penalty: 2960.487793
	Iteration 28Q: 3 clusters Score -865003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -865003.562500 Penalty: 2960.487793
	Iteration 29Q: 3 clusters Score -865003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -865002.875000 Penalty: 2960.487793
	Iteration 30Q: 3 clusters Score -865002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -865003.750000 Penalty: 2960.487793
	Iteration 31Q: 3 clusters Score -865003.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -865003.750000 Penalty: 2960.487793
	Iteration 32F: 3 clusters Score -865003.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -577352.000000 Penalty: 1421.677002
	Iteration 0F: 2 clusters Score -577352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -572484.687500 Penalty: 2843.354004
	Iteration 0F: 3 clusters Score -572484.7 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -573883.437500 Penalty: 2843.354004
	Iteration 1F: 3 clusters Score -573883.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -574056.312500 Penalty: 2843.354004
	Iteration 2F: 3 clusters Score -574056.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -574183.562500 Penalty: 2843.354004
	Iteration 3Q: 3 clusters Score -574183.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -574283.125000 Penalty: 2843.354004
	Iteration 4Q: 3 clusters Score -574283.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -574351.000000 Penalty: 2843.354004
	Iteration 5Q: 3 clusters Score -574351 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -574406.500000 Penalty: 2843.354004
	Iteration 6Q: 3 clusters Score -574406.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -574454.562500 Penalty: 2843.354004
	Iteration 7Q: 3 clusters Score -574454.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -574499.187500 Penalty: 2843.354004
	Iteration 8Q: 3 clusters Score -574499.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -574545.687500 Penalty: 2843.354004
	Iteration 9Q: 3 clusters Score -574545.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -574594.687500 Penalty: 2843.354004
	Iteration 10Q: 3 clusters Score -574594.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -574650.437500 Penalty: 2843.354004
	Iteration 11Q: 3 clusters Score -574650.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -574714.000000 Penalty: 2843.354004
	Iteration 12Q: 3 clusters Score -574714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -574795.750000 Penalty: 2843.354004
	Iteration 13Q: 3 clusters Score -574795.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -574882.437500 Penalty: 2843.354004
	Iteration 14Q: 3 clusters Score -574882.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -574996.562500 Penalty: 2843.354004
	Iteration 15Q: 3 clusters Score -574996.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -575109.937500 Penalty: 2843.354004
	Iteration 16Q: 3 clusters Score -575109.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -575209.500000 Penalty: 2843.354004
	Iteration 17Q: 3 clusters Score -575209.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -575302.187500 Penalty: 2843.354004
	Iteration 18Q: 3 clusters Score -575302.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -575399.062500 Penalty: 2843.354004
	Iteration 19Q: 3 clusters Score -575399.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -575497.375000 Penalty: 2843.354004
	Iteration 20F: 3 clusters Score -575497.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -575596.937500 Penalty: 2843.354004
	Iteration 21Q: 3 clusters Score -575596.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -575698.937500 Penalty: 2843.354004
	Iteration 22Q: 3 clusters Score -575698.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -575778.125000 Penalty: 2843.354004
	Iteration 23Q: 3 clusters Score -575778.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -575857.125000 Penalty: 2843.354004
	Iteration 24Q: 3 clusters Score -575857.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -575911.812500 Penalty: 2843.354004
	Iteration 25Q: 3 clusters Score -575911.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -575948.937500 Penalty: 2843.354004
	Iteration 26Q: 3 clusters Score -575948.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -575982.062500 Penalty: 2843.354004
	Iteration 27Q: 3 clusters Score -575982.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -576009.000000 Penalty: 2843.354004
	Iteration 28Q: 3 clusters Score -576009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -576031.187500 Penalty: 2843.354004
	Iteration 29Q: 3 clusters Score -576031.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -576047.750000 Penalty: 2843.354004
	Iteration 30Q: 3 clusters Score -576047.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -576058.562500 Penalty: 2843.354004
	Iteration 31Q: 3 clusters Score -576058.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -576075.750000 Penalty: 2843.354004
	Iteration 32Q: 3 clusters Score -576075.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -576088.125000 Penalty: 2843.354004
	Iteration 33Q: 3 clusters Score -576088.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -576112.812500 Penalty: 2843.354004
	Iteration 34Q: 3 clusters Score -576112.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -576139.500000 Penalty: 2843.354004
	Iteration 35Q: 3 clusters Score -576139.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -576160.687500 Penalty: 2843.354004
	Iteration 36Q: 3 clusters Score -576160.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -576174.625000 Penalty: 2843.354004
	Iteration 37Q: 3 clusters Score -576174.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -576184.000000 Penalty: 2843.354004
	Iteration 38Q: 3 clusters Score -576184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -576191.250000 Penalty: 2843.354004
	Iteration 39Q: 3 clusters Score -576191.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -576194.687500 Penalty: 2843.354004
	Iteration 40F: 3 clusters Score -576194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -576198.500000 Penalty: 2843.354004
	Iteration 41Q: 3 clusters Score -576198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -576198.625000 Penalty: 2843.354004
	Iteration 42Q: 3 clusters Score -576198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -576199.875000 Penalty: 2843.354004
	Iteration 43Q: 3 clusters Score -576199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -576200.437500 Penalty: 2843.354004
	Iteration 44Q: 3 clusters Score -576200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -576200.437500 Penalty: 2843.354004
	Iteration 45F: 3 clusters Score -576200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 39925 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 30193 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 8318 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49748832.000000 Penalty: 85837.507812
Iteration 79Q: 41 clusters Score -4.974883e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 54537 members 
Mstep: Class 3 contains 40829 members 
Mstep: Class 4 contains 34686 members 
Mstep: Class 5 contains 38153 members 
Mstep: Class 6 contains 17438 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 41956 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 21472 members 
Mstep: Class 13 contains 9998 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 25033 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 40092 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 5017 members 
Mstep: Class 20 contains 30069 members 
Mstep: Class 21 contains 11405 members 
Mstep: Class 22 contains 2154 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 8276 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 20995 members 
Mstep: Class 29 contains 9135 members 
Mstep: Class 30 contains 6304 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 7622 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1350 members 
Mstep: Class 35 contains 853 members 
Mstep: Class 36 contains 1320 members 
Mstep: Class 37 contains 2809 members 
Mstep: Class 38 contains 5250 members 
Mstep: Class 39 contains 2426 members 
Mstep: Class 40 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49752884.000000 Penalty: 85837.507812
Iteration 80F: 41 clusters Score -4.975288e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 54400 members 
Mstep: Class 3 contains 41002 members 
Mstep: Class 4 contains 34623 members 
Mstep: Class 5 contains 38001 members 
Mstep: Class 6 contains 17195 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 41441 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 21314 members 
Mstep: Class 13 contains 9914 members 
Mstep: Class 14 contains 30130 members 
Mstep: Class 15 contains 24895 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 40136 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 4796 members 
Mstep: Class 20 contains 29935 members 
Mstep: Class 21 contains 11370 members 
Mstep: Class 22 contains 2154 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 3030 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 21452 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 20978 members 
Mstep: Class 29 contains 8943 members 
Mstep: Class 30 contains 6302 members 
Mstep: Class 31 contains 10197 members 
Mstep: Class 32 contains 8631 members 
Mstep: Class 33 contains 1016 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 3121 members 
Mstep: Class 38 contains 5267 members 
Mstep: Class 39 contains 2516 members 
Mstep: Class 40 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755124.000000 Penalty: 85837.507812
Iteration 81Q: 41 clusters Score -4.975512e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 54257 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 34622 members 
Mstep: Class 5 contains 37916 members 
Mstep: Class 6 contains 17024 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 41090 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 21174 members 
Mstep: Class 13 contains 9879 members 
Mstep: Class 14 contains 30213 members 
Mstep: Class 15 contains 24877 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 40200 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 4658 members 
Mstep: Class 20 contains 29788 members 
Mstep: Class 21 contains 11307 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 8157 members 
Mstep: Class 24 contains 3045 members 
Mstep: Class 25 contains 8175 members 
Mstep: Class 26 contains 21376 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 20988 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 6286 members 
Mstep: Class 31 contains 10295 members 
Mstep: Class 32 contains 9290 members 
Mstep: Class 33 contains 1024 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 856 members 
Mstep: Class 36 contains 1675 members 
Mstep: Class 37 contains 3347 members 
Mstep: Class 38 contains 5273 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49755992.000000 Penalty: 85837.507812
Iteration 82Q: 41 clusters Score -4.975599e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 54139 members 
Mstep: Class 3 contains 41309 members 
Mstep: Class 4 contains 34653 members 
Mstep: Class 5 contains 37872 members 
Mstep: Class 6 contains 16918 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 10 contains 40820 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 21032 members 
Mstep: Class 13 contains 9855 members 
Mstep: Class 14 contains 30217 members 
Mstep: Class 15 contains 24856 members 
Mstep: Class 16 contains 2032 members 
Mstep: Class 17 contains 40241 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 29622 members 
Mstep: Class 21 contains 11260 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 8094 members 
Mstep: Class 24 contains 3057 members 
Mstep: Class 25 contains 8172 members 
Mstep: Class 26 contains 21307 members 
Mstep: Class 27 contains 715 members 
Mstep: Class 28 contains 21046 members 
Mstep: Class 29 contains 8692 members 
Mstep: Class 30 contains 6262 members 
Mstep: Class 31 contains 10394 members 
Mstep: Class 32 contains 9886 members 
Mstep: Class 33 contains 1026 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 856 members 
Mstep: Class 36 contains 1773 members 
Mstep: Class 37 contains 3551 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 2579 members 
Mstep: Class 40 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756312.000000 Penalty: 85837.507812
Iteration 83Q: 41 clusters Score -4.975631e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 54038 members 
Mstep: Class 3 contains 41388 members 
Mstep: Class 4 contains 34670 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 16850 members 
Mstep: Class 7 contains 5325 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 40620 members 
Mstep: Class 11 contains 2197 members 
Mstep: Class 12 contains 20890 members 
Mstep: Class 13 contains 9829 members 
Mstep: Class 14 contains 30233 members 
Mstep: Class 15 contains 24899 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 40261 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 4423 members 
Mstep: Class 20 contains 29477 members 
Mstep: Class 21 contains 11192 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 8039 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 21259 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 21095 members 
Mstep: Class 29 contains 8624 members 
Mstep: Class 30 contains 6230 members 
Mstep: Class 31 contains 10470 members 
Mstep: Class 32 contains 10375 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 1865 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 2597 members 
Mstep: Class 40 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49756788.000000 Penalty: 85837.507812
Iteration 84Q: 41 clusters Score -4.975679e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 53945 members 
Mstep: Class 3 contains 41447 members 
Mstep: Class 4 contains 34676 members 
Mstep: Class 5 contains 37852 members 
Mstep: Class 6 contains 16800 members 
Mstep: Class 7 contains 5317 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 40441 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 30252 members 
Mstep: Class 15 contains 24930 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 40240 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 29329 members 
Mstep: Class 21 contains 11139 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 3070 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 21210 members 
Mstep: Class 27 contains 701 members 
Mstep: Class 28 contains 21167 members 
Mstep: Class 29 contains 8577 members 
Mstep: Class 30 contains 6198 members 
Mstep: Class 31 contains 10522 members 
Mstep: Class 32 contains 10857 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 858 members 
Mstep: Class 36 contains 1952 members 
Mstep: Class 37 contains 3876 members 
Mstep: Class 38 contains 5295 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49757348.000000 Penalty: 85837.507812
Iteration 85Q: 41 clusters Score -4.975735e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 53867 members 
Mstep: Class 3 contains 41486 members 
Mstep: Class 4 contains 34696 members 
Mstep: Class 5 contains 37848 members 
Mstep: Class 6 contains 16764 members 
Mstep: Class 7 contains 5312 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 40280 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 20591 members 
Mstep: Class 13 contains 9798 members 
Mstep: Class 14 contains 30227 members 
Mstep: Class 15 contains 24963 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 40226 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 29186 members 
Mstep: Class 21 contains 11094 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 8151 members 
Mstep: Class 26 contains 21170 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 21256 members 
Mstep: Class 29 contains 8537 members 
Mstep: Class 30 contains 6167 members 
Mstep: Class 31 contains 10555 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 1026 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 860 members 
Mstep: Class 36 contains 2031 members 
Mstep: Class 37 contains 4020 members 
Mstep: Class 38 contains 5315 members 
Mstep: Class 39 contains 2613 members 
Mstep: Class 40 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49757784.000000 Penalty: 85837.507812
Iteration 86Q: 41 clusters Score -4.975778e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 53799 members 
Mstep: Class 3 contains 41544 members 
Mstep: Class 4 contains 34705 members 
Mstep: Class 5 contains 37857 members 
Mstep: Class 6 contains 16726 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 2980 members 
Mstep: Class 10 contains 40119 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 12 contains 20459 members 
Mstep: Class 13 contains 9798 members 
Mstep: Class 14 contains 30206 members 
Mstep: Class 15 contains 24975 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 40209 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 4261 members 
Mstep: Class 20 contains 29057 members 
Mstep: Class 21 contains 11048 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 7925 members 
Mstep: Class 24 contains 3085 members 
Mstep: Class 25 contains 8176 members 
Mstep: Class 26 contains 21132 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 21320 members 
Mstep: Class 29 contains 8515 members 
Mstep: Class 30 contains 6136 members 
Mstep: Class 31 contains 10567 members 
Mstep: Class 32 contains 11726 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 4157 members 
Mstep: Class 38 contains 5339 members 
Mstep: Class 39 contains 2608 members 
Mstep: Class 40 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49757992.000000 Penalty: 85837.507812
Iteration 87Q: 41 clusters Score -4.975799e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 53742 members 
Mstep: Class 3 contains 41576 members 
Mstep: Class 4 contains 34698 members 
Mstep: Class 5 contains 37864 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 40008 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 20328 members 
Mstep: Class 13 contains 9799 members 
Mstep: Class 14 contains 30180 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 40192 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 11010 members 
Mstep: Class 22 contains 2201 members 
Mstep: Class 23 contains 7889 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 21110 members 
Mstep: Class 27 contains 701 members 
Mstep: Class 28 contains 21380 members 
Mstep: Class 29 contains 8494 members 
Mstep: Class 30 contains 6112 members 
Mstep: Class 31 contains 10574 members 
Mstep: Class 32 contains 12123 members 
Mstep: Class 33 contains 1031 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 866 members 
Mstep: Class 36 contains 2118 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 5374 members 
Mstep: Class 39 contains 2611 members 
Mstep: Class 40 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758320.000000 Penalty: 85837.507812
Iteration 88Q: 41 clusters Score -4.975832e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 53700 members 
Mstep: Class 3 contains 41581 members 
Mstep: Class 4 contains 34722 members 
Mstep: Class 5 contains 37862 members 
Mstep: Class 6 contains 16643 members 
Mstep: Class 7 contains 5291 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 39913 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 20205 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 30138 members 
Mstep: Class 15 contains 25054 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 40193 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 28805 members 
Mstep: Class 21 contains 10969 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 7871 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 21097 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 21475 members 
Mstep: Class 29 contains 8480 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 10595 members 
Mstep: Class 32 contains 12500 members 
Mstep: Class 33 contains 1032 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 2133 members 
Mstep: Class 37 contains 4401 members 
Mstep: Class 38 contains 5393 members 
Mstep: Class 39 contains 2614 members 
Mstep: Class 40 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758264.000000 Penalty: 85837.507812
Iteration 89Q: 41 clusters Score -4.975826e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 53664 members 
Mstep: Class 3 contains 41577 members 
Mstep: Class 4 contains 34755 members 
Mstep: Class 5 contains 37876 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 5291 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 39818 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 20093 members 
Mstep: Class 13 contains 9793 members 
Mstep: Class 14 contains 30082 members 
Mstep: Class 15 contains 25099 members 
Mstep: Class 16 contains 2243 members 
Mstep: Class 17 contains 40194 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 4108 members 
Mstep: Class 20 contains 28687 members 
Mstep: Class 21 contains 10933 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 3107 members 
Mstep: Class 25 contains 8190 members 
Mstep: Class 26 contains 21085 members 
Mstep: Class 27 contains 708 members 
Mstep: Class 28 contains 21532 members 
Mstep: Class 29 contains 8469 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 10614 members 
Mstep: Class 32 contains 12841 members 
Mstep: Class 33 contains 1034 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 865 members 
Mstep: Class 36 contains 2146 members 
Mstep: Class 37 contains 4499 members 
Mstep: Class 38 contains 5424 members 
Mstep: Class 39 contains 2614 members 
Mstep: Class 40 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758236.000000 Penalty: 85837.507812
Iteration 90Q: 41 clusters Score -4.975824e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 53626 members 
Mstep: Class 3 contains 41568 members 
Mstep: Class 4 contains 34777 members 
Mstep: Class 5 contains 37886 members 
Mstep: Class 6 contains 16588 members 
Mstep: Class 7 contains 5283 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 39733 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 19987 members 
Mstep: Class 13 contains 9793 members 
Mstep: Class 14 contains 30036 members 
Mstep: Class 15 contains 25146 members 
Mstep: Class 16 contains 2255 members 
Mstep: Class 17 contains 40192 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 4046 members 
Mstep: Class 20 contains 28568 members 
Mstep: Class 21 contains 10902 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 7841 members 
Mstep: Class 24 contains 3112 members 
Mstep: Class 25 contains 8198 members 
Mstep: Class 26 contains 21071 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 21587 members 
Mstep: Class 29 contains 8451 members 
Mstep: Class 30 contains 6056 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 13186 members 
Mstep: Class 33 contains 1037 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2154 members 
Mstep: Class 37 contains 4592 members 
Mstep: Class 38 contains 5458 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758220.000000 Penalty: 85837.507812
Iteration 91Q: 41 clusters Score -4.975822e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 53583 members 
Mstep: Class 3 contains 41534 members 
Mstep: Class 4 contains 34813 members 
Mstep: Class 5 contains 37892 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 39656 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 19884 members 
Mstep: Class 13 contains 9789 members 
Mstep: Class 14 contains 29979 members 
Mstep: Class 15 contains 25183 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 40204 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 28472 members 
Mstep: Class 21 contains 10878 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 7826 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 21065 members 
Mstep: Class 27 contains 701 members 
Mstep: Class 28 contains 21640 members 
Mstep: Class 29 contains 8445 members 
Mstep: Class 30 contains 6040 members 
Mstep: Class 31 contains 10653 members 
Mstep: Class 32 contains 13525 members 
Mstep: Class 33 contains 1038 members 
Mstep: Class 34 contains 1238 members 
Mstep: Class 35 contains 859 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4669 members 
Mstep: Class 38 contains 5498 members 
Mstep: Class 39 contains 2606 members 
Mstep: Class 40 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758260.000000 Penalty: 85837.507812
Iteration 92Q: 41 clusters Score -4.975826e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 53555 members 
Mstep: Class 3 contains 41523 members 
Mstep: Class 4 contains 34818 members 
Mstep: Class 5 contains 37906 members 
Mstep: Class 6 contains 16542 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 39570 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 9789 members 
Mstep: Class 14 contains 29935 members 
Mstep: Class 15 contains 25238 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 17 contains 40186 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 28399 members 
Mstep: Class 21 contains 10856 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 7809 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 8214 members 
Mstep: Class 26 contains 21057 members 
Mstep: Class 27 contains 701 members 
Mstep: Class 28 contains 21687 members 
Mstep: Class 29 contains 8436 members 
Mstep: Class 30 contains 6027 members 
Mstep: Class 31 contains 10664 members 
Mstep: Class 32 contains 13867 members 
Mstep: Class 33 contains 1038 members 
Mstep: Class 34 contains 1235 members 
Mstep: Class 35 contains 858 members 
Mstep: Class 36 contains 2172 members 
Mstep: Class 37 contains 4742 members 
Mstep: Class 38 contains 5530 members 
Mstep: Class 39 contains 2601 members 
Mstep: Class 40 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758292.000000 Penalty: 85837.507812
Iteration 93Q: 41 clusters Score -4.975829e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 53519 members 
Mstep: Class 3 contains 41488 members 
Mstep: Class 4 contains 34827 members 
Mstep: Class 5 contains 37929 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 19678 members 
Mstep: Class 13 contains 9785 members 
Mstep: Class 14 contains 29901 members 
Mstep: Class 15 contains 25268 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 40174 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 28320 members 
Mstep: Class 21 contains 10836 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 3123 members 
Mstep: Class 25 contains 8229 members 
Mstep: Class 26 contains 21051 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 21737 members 
Mstep: Class 29 contains 8425 members 
Mstep: Class 30 contains 6011 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 14208 members 
Mstep: Class 33 contains 1038 members 
Mstep: Class 34 contains 1235 members 
Mstep: Class 35 contains 859 members 
Mstep: Class 36 contains 2182 members 
Mstep: Class 37 contains 4788 members 
Mstep: Class 38 contains 5546 members 
Mstep: Class 39 contains 2600 members 
Mstep: Class 40 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758668.000000 Penalty: 85837.507812
Iteration 94Q: 41 clusters Score -4.975867e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 53472 members 
Mstep: Class 3 contains 41437 members 
Mstep: Class 4 contains 34827 members 
Mstep: Class 5 contains 37942 members 
Mstep: Class 6 contains 16528 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 39394 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 19586 members 
Mstep: Class 13 contains 9787 members 
Mstep: Class 14 contains 29897 members 
Mstep: Class 15 contains 25295 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 40136 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 28231 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 7800 members 
Mstep: Class 24 contains 3120 members 
Mstep: Class 25 contains 8245 members 
Mstep: Class 26 contains 21042 members 
Mstep: Class 27 contains 708 members 
Mstep: Class 28 contains 21813 members 
Mstep: Class 29 contains 8415 members 
Mstep: Class 30 contains 5989 members 
Mstep: Class 31 contains 10689 members 
Mstep: Class 32 contains 14602 members 
Mstep: Class 33 contains 1038 members 
Mstep: Class 34 contains 1234 members 
Mstep: Class 35 contains 859 members 
Mstep: Class 36 contains 2189 members 
Mstep: Class 37 contains 4823 members 
Mstep: Class 38 contains 5557 members 
Mstep: Class 39 contains 2597 members 
Mstep: Class 40 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758816.000000 Penalty: 85837.507812
Iteration 95Q: 41 clusters Score -4.975882e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 53450 members 
Mstep: Class 3 contains 41369 members 
Mstep: Class 4 contains 34822 members 
Mstep: Class 5 contains 37976 members 
Mstep: Class 6 contains 16512 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 39301 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 19502 members 
Mstep: Class 13 contains 9785 members 
Mstep: Class 14 contains 29890 members 
Mstep: Class 15 contains 25311 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 40121 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 20 contains 28121 members 
Mstep: Class 21 contains 10793 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7800 members 
Mstep: Class 24 contains 3120 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 21041 members 
Mstep: Class 27 contains 707 members 
Mstep: Class 28 contains 21890 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 5970 members 
Mstep: Class 31 contains 10691 members 
Mstep: Class 32 contains 14976 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 858 members 
Mstep: Class 36 contains 2194 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 5571 members 
Mstep: Class 39 contains 2592 members 
Mstep: Class 40 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49758988.000000 Penalty: 85837.507812
Iteration 96Q: 41 clusters Score -4.975899e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 53424 members 
Mstep: Class 3 contains 41310 members 
Mstep: Class 4 contains 34822 members 
Mstep: Class 5 contains 38009 members 
Mstep: Class 6 contains 16493 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 39217 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 19419 members 
Mstep: Class 13 contains 9788 members 
Mstep: Class 14 contains 29872 members 
Mstep: Class 15 contains 25313 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 40097 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3788 members 
Mstep: Class 20 contains 28024 members 
Mstep: Class 21 contains 10768 members 
Mstep: Class 22 contains 2268 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 3120 members 
Mstep: Class 25 contains 8296 members 
Mstep: Class 26 contains 21043 members 
Mstep: Class 27 contains 707 members 
Mstep: Class 28 contains 21968 members 
Mstep: Class 29 contains 8402 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 10698 members 
Mstep: Class 32 contains 15357 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 858 members 
Mstep: Class 36 contains 2195 members 
Mstep: Class 37 contains 4861 members 
Mstep: Class 38 contains 5576 members 
Mstep: Class 39 contains 2590 members 
Mstep: Class 40 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759100.000000 Penalty: 85837.507812
Iteration 97Q: 41 clusters Score -4.97591e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 53387 members 
Mstep: Class 3 contains 41252 members 
Mstep: Class 4 contains 34823 members 
Mstep: Class 5 contains 38046 members 
Mstep: Class 6 contains 16485 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 39126 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 19342 members 
Mstep: Class 13 contains 9787 members 
Mstep: Class 14 contains 29873 members 
Mstep: Class 15 contains 25319 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 17 contains 40076 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 27949 members 
Mstep: Class 21 contains 10741 members 
Mstep: Class 22 contains 2275 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 3119 members 
Mstep: Class 25 contains 8302 members 
Mstep: Class 26 contains 21041 members 
Mstep: Class 27 contains 713 members 
Mstep: Class 28 contains 22028 members 
Mstep: Class 29 contains 8404 members 
Mstep: Class 30 contains 5941 members 
Mstep: Class 31 contains 10696 members 
Mstep: Class 32 contains 15707 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 858 members 
Mstep: Class 36 contains 2194 members 
Mstep: Class 37 contains 4883 members 
Mstep: Class 38 contains 5588 members 
Mstep: Class 39 contains 2591 members 
Mstep: Class 40 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759252.000000 Penalty: 85837.507812
Iteration 98Q: 41 clusters Score -4.975925e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 53378 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 34834 members 
Mstep: Class 5 contains 38075 members 
Mstep: Class 6 contains 16476 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 39053 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 19268 members 
Mstep: Class 13 contains 9791 members 
Mstep: Class 14 contains 29848 members 
Mstep: Class 15 contains 25326 members 
Mstep: Class 16 contains 2319 members 
Mstep: Class 17 contains 40043 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 27906 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 2284 members 
Mstep: Class 23 contains 7789 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 8310 members 
Mstep: Class 26 contains 21049 members 
Mstep: Class 27 contains 715 members 
Mstep: Class 28 contains 22067 members 
Mstep: Class 29 contains 8402 members 
Mstep: Class 30 contains 5926 members 
Mstep: Class 31 contains 10694 members 
Mstep: Class 32 contains 16005 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 859 members 
Mstep: Class 36 contains 2198 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 5597 members 
Mstep: Class 39 contains 2586 members 
Mstep: Class 40 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759264.000000 Penalty: 85837.507812
Iteration 99Q: 41 clusters Score -4.975926e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 53359 members 
Mstep: Class 3 contains 41170 members 
Mstep: Class 4 contains 34840 members 
Mstep: Class 5 contains 38098 members 
Mstep: Class 6 contains 16458 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 38995 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 19196 members 
Mstep: Class 13 contains 9789 members 
Mstep: Class 14 contains 29818 members 
Mstep: Class 15 contains 25349 members 
Mstep: Class 16 contains 2322 members 
Mstep: Class 17 contains 40012 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3730 members 
Mstep: Class 20 contains 27858 members 
Mstep: Class 21 contains 10670 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 8317 members 
Mstep: Class 26 contains 21061 members 
Mstep: Class 27 contains 715 members 
Mstep: Class 28 contains 22118 members 
Mstep: Class 29 contains 8401 members 
Mstep: Class 30 contains 5912 members 
Mstep: Class 31 contains 10689 members 
Mstep: Class 32 contains 16281 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 860 members 
Mstep: Class 36 contains 2200 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 5606 members 
Mstep: Class 39 contains 2587 members 
Mstep: Class 40 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759300.000000 Penalty: 85837.507812
Iteration 100F: 41 clusters Score -4.97593e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 53331 members 
Mstep: Class 3 contains 41114 members 
Mstep: Class 4 contains 34846 members 
Mstep: Class 5 contains 38114 members 
Mstep: Class 6 contains 16445 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 38950 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 19142 members 
Mstep: Class 13 contains 9790 members 
Mstep: Class 14 contains 29796 members 
Mstep: Class 15 contains 25373 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 39991 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 3711 members 
Mstep: Class 20 contains 27806 members 
Mstep: Class 21 contains 10649 members 
Mstep: Class 22 contains 2302 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 3122 members 
Mstep: Class 25 contains 8317 members 
Mstep: Class 26 contains 21067 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 22163 members 
Mstep: Class 29 contains 8396 members 
Mstep: Class 30 contains 5889 members 
Mstep: Class 31 contains 10685 members 
Mstep: Class 32 contains 16561 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2202 members 
Mstep: Class 37 contains 4931 members 
Mstep: Class 38 contains 5613 members 
Mstep: Class 39 contains 2586 members 
Mstep: Class 40 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759288.000000 Penalty: 85837.507812
Iteration 101Q: 41 clusters Score -4.975929e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 53302 members 
Mstep: Class 3 contains 41070 members 
Mstep: Class 4 contains 34831 members 
Mstep: Class 5 contains 38131 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 38922 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 19081 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 29791 members 
Mstep: Class 15 contains 25380 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 39964 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 27733 members 
Mstep: Class 21 contains 10623 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 7770 members 
Mstep: Class 24 contains 3123 members 
Mstep: Class 25 contains 8322 members 
Mstep: Class 26 contains 21072 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 22249 members 
Mstep: Class 29 contains 8394 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 10683 members 
Mstep: Class 32 contains 16805 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2209 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 5621 members 
Mstep: Class 39 contains 2586 members 
Mstep: Class 40 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759344.000000 Penalty: 85837.507812
Iteration 102Q: 41 clusters Score -4.975934e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 53293 members 
Mstep: Class 3 contains 41019 members 
Mstep: Class 4 contains 34844 members 
Mstep: Class 5 contains 38148 members 
Mstep: Class 6 contains 16401 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 38915 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 9799 members 
Mstep: Class 14 contains 29746 members 
Mstep: Class 15 contains 25395 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 39940 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 27674 members 
Mstep: Class 21 contains 10596 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 7761 members 
Mstep: Class 24 contains 3124 members 
Mstep: Class 25 contains 8313 members 
Mstep: Class 26 contains 21081 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 22303 members 
Mstep: Class 29 contains 8393 members 
Mstep: Class 30 contains 5862 members 
Mstep: Class 31 contains 10681 members 
Mstep: Class 32 contains 17018 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2219 members 
Mstep: Class 37 contains 4956 members 
Mstep: Class 38 contains 5625 members 
Mstep: Class 39 contains 2586 members 
Mstep: Class 40 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759260.000000 Penalty: 85837.507812
Iteration 103Q: 41 clusters Score -4.975926e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 53271 members 
Mstep: Class 3 contains 40980 members 
Mstep: Class 4 contains 34859 members 
Mstep: Class 5 contains 38158 members 
Mstep: Class 6 contains 16378 members 
Mstep: Class 7 contains 5252 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 38886 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18970 members 
Mstep: Class 13 contains 9803 members 
Mstep: Class 14 contains 29718 members 
Mstep: Class 15 contains 25419 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 39921 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 3678 members 
Mstep: Class 20 contains 27623 members 
Mstep: Class 21 contains 10574 members 
Mstep: Class 22 contains 2330 members 
Mstep: Class 23 contains 7755 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8308 members 
Mstep: Class 26 contains 21096 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 22348 members 
Mstep: Class 29 contains 8394 members 
Mstep: Class 30 contains 5848 members 
Mstep: Class 31 contains 10685 members 
Mstep: Class 32 contains 17228 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1233 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2225 members 
Mstep: Class 37 contains 4970 members 
Mstep: Class 38 contains 5623 members 
Mstep: Class 39 contains 2585 members 
Mstep: Class 40 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759228.000000 Penalty: 85837.507812
Iteration 104Q: 41 clusters Score -4.975923e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 53259 members 
Mstep: Class 3 contains 40949 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 38167 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 38853 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18944 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 29673 members 
Mstep: Class 15 contains 25467 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 39888 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 27580 members 
Mstep: Class 21 contains 10554 members 
Mstep: Class 22 contains 2330 members 
Mstep: Class 23 contains 7742 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 8304 members 
Mstep: Class 26 contains 21104 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 22385 members 
Mstep: Class 29 contains 8393 members 
Mstep: Class 30 contains 5837 members 
Mstep: Class 31 contains 10680 members 
Mstep: Class 32 contains 17440 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1234 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2234 members 
Mstep: Class 37 contains 4979 members 
Mstep: Class 38 contains 5618 members 
Mstep: Class 39 contains 2585 members 
Mstep: Class 40 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759264.000000 Penalty: 85837.507812
Iteration 105Q: 41 clusters Score -4.975926e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 53241 members 
Mstep: Class 3 contains 40908 members 
Mstep: Class 4 contains 34871 members 
Mstep: Class 5 contains 38169 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 38831 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 18912 members 
Mstep: Class 13 contains 9803 members 
Mstep: Class 14 contains 29638 members 
Mstep: Class 15 contains 25507 members 
Mstep: Class 16 contains 2409 members 
Mstep: Class 17 contains 39879 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 3659 members 
Mstep: Class 20 contains 27520 members 
Mstep: Class 21 contains 10529 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 7728 members 
Mstep: Class 24 contains 3129 members 
Mstep: Class 25 contains 8308 members 
Mstep: Class 26 contains 21120 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 22414 members 
Mstep: Class 29 contains 8391 members 
Mstep: Class 30 contains 5822 members 
Mstep: Class 31 contains 10673 members 
Mstep: Class 32 contains 17642 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1232 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 4978 members 
Mstep: Class 38 contains 5605 members 
Mstep: Class 39 contains 2582 members 
Mstep: Class 40 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759448.000000 Penalty: 85837.507812
Iteration 106Q: 41 clusters Score -4.975945e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 53208 members 
Mstep: Class 3 contains 40872 members 
Mstep: Class 4 contains 34873 members 
Mstep: Class 5 contains 38190 members 
Mstep: Class 6 contains 16323 members 
Mstep: Class 7 contains 5258 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 38805 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18869 members 
Mstep: Class 13 contains 9803 members 
Mstep: Class 14 contains 29610 members 
Mstep: Class 15 contains 25539 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 39866 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 3652 members 
Mstep: Class 20 contains 27455 members 
Mstep: Class 21 contains 10506 members 
Mstep: Class 22 contains 2332 members 
Mstep: Class 23 contains 7711 members 
Mstep: Class 24 contains 3128 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 21135 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 22464 members 
Mstep: Class 29 contains 8393 members 
Mstep: Class 30 contains 5810 members 
Mstep: Class 31 contains 10669 members 
Mstep: Class 32 contains 17827 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1228 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2250 members 
Mstep: Class 37 contains 4987 members 
Mstep: Class 38 contains 5584 members 
Mstep: Class 39 contains 2578 members 
Mstep: Class 40 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759552.000000 Penalty: 85837.507812
Iteration 107Q: 41 clusters Score -4.975955e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 53193 members 
Mstep: Class 3 contains 40837 members 
Mstep: Class 4 contains 34868 members 
Mstep: Class 5 contains 38202 members 
Mstep: Class 6 contains 16318 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 38795 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18824 members 
Mstep: Class 13 contains 9805 members 
Mstep: Class 14 contains 29574 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 2481 members 
Mstep: Class 17 contains 39845 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3640 members 
Mstep: Class 20 contains 27411 members 
Mstep: Class 21 contains 10481 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 7692 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8287 members 
Mstep: Class 26 contains 21153 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 22515 members 
Mstep: Class 29 contains 8392 members 
Mstep: Class 30 contains 5799 members 
Mstep: Class 31 contains 10664 members 
Mstep: Class 32 contains 17998 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1228 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2262 members 
Mstep: Class 37 contains 4988 members 
Mstep: Class 38 contains 5546 members 
Mstep: Class 39 contains 2577 members 
Mstep: Class 40 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759664.000000 Penalty: 85837.507812
Iteration 108Q: 41 clusters Score -4.975966e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 53178 members 
Mstep: Class 3 contains 40796 members 
Mstep: Class 4 contains 34879 members 
Mstep: Class 5 contains 38224 members 
Mstep: Class 6 contains 16299 members 
Mstep: Class 7 contains 5264 members 
Mstep: Class 8 contains 5218 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 38781 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18782 members 
Mstep: Class 13 contains 9805 members 
Mstep: Class 14 contains 29534 members 
Mstep: Class 15 contains 25588 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 39823 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 27366 members 
Mstep: Class 21 contains 10459 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 8274 members 
Mstep: Class 26 contains 21180 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 22552 members 
Mstep: Class 29 contains 8390 members 
Mstep: Class 30 contains 5791 members 
Mstep: Class 31 contains 10661 members 
Mstep: Class 32 contains 18158 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1228 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2271 members 
Mstep: Class 37 contains 4988 members 
Mstep: Class 38 contains 5509 members 
Mstep: Class 39 contains 2575 members 
Mstep: Class 40 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49759908.000000 Penalty: 85837.507812
Iteration 109Q: 41 clusters Score -4.975991e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 53171 members 
Mstep: Class 3 contains 40768 members 
Mstep: Class 4 contains 34872 members 
Mstep: Class 5 contains 38230 members 
Mstep: Class 6 contains 16285 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 38765 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18755 members 
Mstep: Class 13 contains 9806 members 
Mstep: Class 14 contains 29518 members 
Mstep: Class 15 contains 25604 members 
Mstep: Class 16 contains 2553 members 
Mstep: Class 17 contains 39805 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 20 contains 27352 members 
Mstep: Class 21 contains 10428 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 7630 members 
Mstep: Class 24 contains 3128 members 
Mstep: Class 25 contains 8248 members 
Mstep: Class 26 contains 21194 members 
Mstep: Class 27 contains 910 members 
Mstep: Class 28 contains 22565 members 
Mstep: Class 29 contains 8389 members 
Mstep: Class 30 contains 5789 members 
Mstep: Class 31 contains 10656 members 
Mstep: Class 32 contains 18306 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 4992 members 
Mstep: Class 38 contains 5472 members 
Mstep: Class 39 contains 2574 members 
Mstep: Class 40 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760456.000000 Penalty: 85837.507812
Iteration 110Q: 41 clusters Score -4.976046e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 53148 members 
Mstep: Class 3 contains 40736 members 
Mstep: Class 4 contains 34880 members 
Mstep: Class 5 contains 38233 members 
Mstep: Class 6 contains 16257 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 2941 members 
Mstep: Class 10 contains 38763 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18728 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 29476 members 
Mstep: Class 15 contains 25631 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 17 contains 39787 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 27329 members 
Mstep: Class 21 contains 10404 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 8261 members 
Mstep: Class 26 contains 21211 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 22583 members 
Mstep: Class 29 contains 8390 members 
Mstep: Class 30 contains 5787 members 
Mstep: Class 31 contains 10651 members 
Mstep: Class 32 contains 18437 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2278 members 
Mstep: Class 37 contains 4998 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 2575 members 
Mstep: Class 40 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760676.000000 Penalty: 85837.507812
Iteration 111Q: 41 clusters Score -4.976068e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 53123 members 
Mstep: Class 3 contains 40712 members 
Mstep: Class 4 contains 34900 members 
Mstep: Class 5 contains 38242 members 
Mstep: Class 6 contains 16233 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 38749 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18714 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 29432 members 
Mstep: Class 15 contains 25645 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 39785 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 27301 members 
Mstep: Class 21 contains 10388 members 
Mstep: Class 22 contains 2354 members 
Mstep: Class 23 contains 7518 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8261 members 
Mstep: Class 26 contains 21221 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 22608 members 
Mstep: Class 29 contains 8389 members 
Mstep: Class 30 contains 5785 members 
Mstep: Class 31 contains 10647 members 
Mstep: Class 32 contains 18551 members 
Mstep: Class 33 contains 1041 members 
Mstep: Class 34 contains 1225 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2284 members 
Mstep: Class 37 contains 5002 members 
Mstep: Class 38 contains 5461 members 
Mstep: Class 39 contains 2577 members 
Mstep: Class 40 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760736.000000 Penalty: 85837.507812
Iteration 112Q: 41 clusters Score -4.976074e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 53099 members 
Mstep: Class 3 contains 40687 members 
Mstep: Class 4 contains 34906 members 
Mstep: Class 5 contains 38247 members 
Mstep: Class 6 contains 16208 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 38720 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 18701 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 29409 members 
Mstep: Class 15 contains 25649 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 39774 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 27282 members 
Mstep: Class 21 contains 10377 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 21229 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 22623 members 
Mstep: Class 29 contains 8386 members 
Mstep: Class 30 contains 5781 members 
Mstep: Class 31 contains 10645 members 
Mstep: Class 32 contains 18676 members 
Mstep: Class 33 contains 1041 members 
Mstep: Class 34 contains 1224 members 
Mstep: Class 35 contains 860 members 
Mstep: Class 36 contains 2285 members 
Mstep: Class 37 contains 5007 members 
Mstep: Class 38 contains 5477 members 
Mstep: Class 39 contains 2583 members 
Mstep: Class 40 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760924.000000 Penalty: 85837.507812
Iteration 113Q: 41 clusters Score -4.976092e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 53072 members 
Mstep: Class 3 contains 40652 members 
Mstep: Class 4 contains 34914 members 
Mstep: Class 5 contains 38247 members 
Mstep: Class 6 contains 16189 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 38702 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 18692 members 
Mstep: Class 13 contains 9788 members 
Mstep: Class 14 contains 29377 members 
Mstep: Class 15 contains 25667 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 39753 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 27260 members 
Mstep: Class 21 contains 10369 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 7462 members 
Mstep: Class 24 contains 3129 members 
Mstep: Class 25 contains 8280 members 
Mstep: Class 26 contains 21228 members 
Mstep: Class 27 contains 1097 members 
Mstep: Class 28 contains 22637 members 
Mstep: Class 29 contains 8384 members 
Mstep: Class 30 contains 5776 members 
Mstep: Class 31 contains 10643 members 
Mstep: Class 32 contains 18806 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1224 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2285 members 
Mstep: Class 37 contains 5016 members 
Mstep: Class 38 contains 5485 members 
Mstep: Class 39 contains 2590 members 
Mstep: Class 40 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760824.000000 Penalty: 85837.507812
Iteration 114Q: 41 clusters Score -4.976082e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 53052 members 
Mstep: Class 3 contains 40618 members 
Mstep: Class 4 contains 34934 members 
Mstep: Class 5 contains 38257 members 
Mstep: Class 6 contains 16168 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 38677 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 18679 members 
Mstep: Class 13 contains 9786 members 
Mstep: Class 14 contains 29341 members 
Mstep: Class 15 contains 25687 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 27242 members 
Mstep: Class 21 contains 10358 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 7427 members 
Mstep: Class 24 contains 3128 members 
Mstep: Class 25 contains 8283 members 
Mstep: Class 26 contains 21236 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 22653 members 
Mstep: Class 29 contains 8382 members 
Mstep: Class 30 contains 5773 members 
Mstep: Class 31 contains 10640 members 
Mstep: Class 32 contains 18928 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1223 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 2289 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 5490 members 
Mstep: Class 39 contains 2593 members 
Mstep: Class 40 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760864.000000 Penalty: 85837.507812
Iteration 115Q: 41 clusters Score -4.976086e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 53038 members 
Mstep: Class 3 contains 40585 members 
Mstep: Class 4 contains 34960 members 
Mstep: Class 5 contains 38266 members 
Mstep: Class 6 contains 16156 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 38666 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 18670 members 
Mstep: Class 13 contains 9783 members 
Mstep: Class 14 contains 29285 members 
Mstep: Class 15 contains 25701 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 39720 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 27228 members 
Mstep: Class 21 contains 10347 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 7403 members 
Mstep: Class 24 contains 3129 members 
Mstep: Class 25 contains 8291 members 
Mstep: Class 26 contains 21238 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 22669 members 
Mstep: Class 29 contains 8383 members 
Mstep: Class 30 contains 5769 members 
Mstep: Class 31 contains 10636 members 
Mstep: Class 32 contains 19023 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1223 members 
Mstep: Class 35 contains 863 members 
Mstep: Class 36 contains 2290 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 5499 members 
Mstep: Class 39 contains 2597 members 
Mstep: Class 40 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760712.000000 Penalty: 85837.507812
Iteration 116Q: 41 clusters Score -4.976071e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 53025 members 
Mstep: Class 3 contains 40568 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 38272 members 
Mstep: Class 6 contains 16147 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 38657 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 18662 members 
Mstep: Class 13 contains 9785 members 
Mstep: Class 14 contains 29243 members 
Mstep: Class 15 contains 25721 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 27206 members 
Mstep: Class 21 contains 10344 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 7380 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 8308 members 
Mstep: Class 26 contains 21232 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 22685 members 
Mstep: Class 29 contains 8379 members 
Mstep: Class 30 contains 5765 members 
Mstep: Class 31 contains 10637 members 
Mstep: Class 32 contains 19102 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1222 members 
Mstep: Class 35 contains 863 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 5036 members 
Mstep: Class 38 contains 5506 members 
Mstep: Class 39 contains 2600 members 
Mstep: Class 40 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760796.000000 Penalty: 85837.507812
Iteration 117Q: 41 clusters Score -4.97608e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 52999 members 
Mstep: Class 3 contains 40545 members 
Mstep: Class 4 contains 34983 members 
Mstep: Class 5 contains 38274 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 38651 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18652 members 
Mstep: Class 13 contains 9783 members 
Mstep: Class 14 contains 29224 members 
Mstep: Class 15 contains 25727 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 39699 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 27191 members 
Mstep: Class 21 contains 10337 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 7364 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8333 members 
Mstep: Class 26 contains 21237 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 22685 members 
Mstep: Class 29 contains 8377 members 
Mstep: Class 30 contains 5765 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 19168 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1221 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 2302 members 
Mstep: Class 37 contains 5038 members 
Mstep: Class 38 contains 5506 members 
Mstep: Class 39 contains 2604 members 
Mstep: Class 40 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49760880.000000 Penalty: 85837.507812
Iteration 118Q: 41 clusters Score -4.976088e+07 nChanged 499
Entering ConstructFrom: 
Score: -49760880.000000 Penalty: 85837.507812
Entering ConstructFrom: 
Trying to split cluster 1 (7679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Entering Unmasked Estep 
Score: -715497.937500 Penalty: 1453.764648
	Iteration 0F: 2 clusters Score -715497.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -709871.937500 Penalty: 2907.529297
	Iteration 0F: 3 clusters Score -709871.9 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -711563.625000 Penalty: 2907.529297
	Iteration 1F: 3 clusters Score -711563.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -711796.625000 Penalty: 2907.529297
	Iteration 2F: 3 clusters Score -711796.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -711991.000000 Penalty: 2907.529297
	Iteration 3F: 3 clusters Score -711991 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -712136.687500 Penalty: 2907.529297
	Iteration 4Q: 3 clusters Score -712136.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -712274.625000 Penalty: 2907.529297
	Iteration 5Q: 3 clusters Score -712274.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -712435.812500 Penalty: 2907.529297
	Iteration 6Q: 3 clusters Score -712435.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -712668.000000 Penalty: 2907.529297
	Iteration 7Q: 3 clusters Score -712668 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -712938.375000 Penalty: 2907.529297
	Iteration 8Q: 3 clusters Score -712938.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -713251.812500 Penalty: 2907.529297
	Iteration 9F: 3 clusters Score -713251.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -713610.062500 Penalty: 2907.529297
	Iteration 10F: 3 clusters Score -713610.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -713934.875000 Penalty: 2907.529297
	Iteration 11Q: 3 clusters Score -713934.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -714200.000000 Penalty: 2907.529297
	Iteration 12Q: 3 clusters Score -714200 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -714354.937500 Penalty: 2907.529297
	Iteration 13Q: 3 clusters Score -714354.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -714462.625000 Penalty: 2907.529297
	Iteration 14Q: 3 clusters Score -714462.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -714533.875000 Penalty: 2907.529297
	Iteration 15Q: 3 clusters Score -714533.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -714577.250000 Penalty: 2907.529297
	Iteration 16Q: 3 clusters Score -714577.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -714605.937500 Penalty: 2907.529297
	Iteration 17Q: 3 clusters Score -714605.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -714631.375000 Penalty: 2907.529297
	Iteration 18Q: 3 clusters Score -714631.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -714648.625000 Penalty: 2907.529297
	Iteration 19Q: 3 clusters Score -714648.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -714661.937500 Penalty: 2907.529297
	Iteration 20F: 3 clusters Score -714661.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -714675.562500 Penalty: 2907.529297
	Iteration 21Q: 3 clusters Score -714675.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -714686.062500 Penalty: 2907.529297
	Iteration 22Q: 3 clusters Score -714686.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -714694.437500 Penalty: 2907.529297
	Iteration 23Q: 3 clusters Score -714694.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -714702.062500 Penalty: 2907.529297
	Iteration 24Q: 3 clusters Score -714702.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -714709.812500 Penalty: 2907.529297
	Iteration 25Q: 3 clusters Score -714709.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -714716.625000 Penalty: 2907.529297
	Iteration 26Q: 3 clusters Score -714716.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -714721.000000 Penalty: 2907.529297
	Iteration 27Q: 3 clusters Score -714721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -714725.875000 Penalty: 2907.529297
	Iteration 28Q: 3 clusters Score -714725.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -714731.875000 Penalty: 2907.529297
	Iteration 29Q: 3 clusters Score -714731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -714737.750000 Penalty: 2907.529297
	Iteration 30Q: 3 clusters Score -714737.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -714742.000000 Penalty: 2907.529297
	Iteration 31Q: 3 clusters Score -714742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -714747.875000 Penalty: 2907.529297
	Iteration 32Q: 3 clusters Score -714747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -714751.187500 Penalty: 2907.529297
	Iteration 33Q: 3 clusters Score -714751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -714752.000000 Penalty: 2907.529297
	Iteration 34Q: 3 clusters Score -714752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -714751.750000 Penalty: 2907.529297
	Iteration 35Q: 3 clusters Score -714751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -714752.250000 Penalty: 2907.529297
	Iteration 36Q: 3 clusters Score -714752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -714752.750000 Penalty: 2907.529297
	Iteration 37Q: 3 clusters Score -714752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -714755.125000 Penalty: 2907.529297
	Iteration 38Q: 3 clusters Score -714755.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -714756.062500 Penalty: 2907.529297
	Iteration 39Q: 3 clusters Score -714756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -714755.875000 Penalty: 2907.529297
	Iteration 40F: 3 clusters Score -714755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -714757.750000 Penalty: 2907.529297
	Iteration 41Q: 3 clusters Score -714757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -714759.250000 Penalty: 2907.529297
	Iteration 42Q: 3 clusters Score -714759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -714760.187500 Penalty: 2907.529297
	Iteration 43Q: 3 clusters Score -714760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -714760.562500 Penalty: 2907.529297
	Iteration 44Q: 3 clusters Score -714760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -714761.000000 Penalty: 2907.529297
	Iteration 45Q: 3 clusters Score -714761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -714762.625000 Penalty: 2907.529297
	Iteration 46Q: 3 clusters Score -714762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -714762.625000 Penalty: 2907.529297
	Iteration 47F: 3 clusters Score -714762.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Entering Unmasked Estep 
Score: -4944281.000000 Penalty: 1767.584595
	Iteration 0F: 2 clusters Score -4944281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4918194.500000 Penalty: 3535.169189
	Iteration 0F: 3 clusters Score -4918194 nChanged 24745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4931861.500000 Penalty: 3535.169189
	Iteration 1F: 3 clusters Score -4931862 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -4932284.000000 Penalty: 3535.169189
	Iteration 2Q: 3 clusters Score -4932284 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -4932839.000000 Penalty: 3535.169189
	Iteration 3Q: 3 clusters Score -4932839 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4933440.000000 Penalty: 3535.169189
	Iteration 4Q: 3 clusters Score -4933440 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4934134.000000 Penalty: 3535.169189
	Iteration 5Q: 3 clusters Score -4934134 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4935066.500000 Penalty: 3535.169189
	Iteration 6Q: 3 clusters Score -4935066 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4936164.500000 Penalty: 3535.169189
	Iteration 7Q: 3 clusters Score -4936164 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4937552.500000 Penalty: 3535.169189
	Iteration 8Q: 3 clusters Score -4937552 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4938835.000000 Penalty: 3535.169189
	Iteration 9F: 3 clusters Score -4938835 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4939969.000000 Penalty: 3535.169189
	Iteration 10Q: 3 clusters Score -4939969 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -4940693.000000 Penalty: 3535.169189
	Iteration 11Q: 3 clusters Score -4940693 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4941255.000000 Penalty: 3535.169189
	Iteration 12Q: 3 clusters Score -4941255 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4941593.500000 Penalty: 3535.169189
	Iteration 13Q: 3 clusters Score -4941594 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -4941760.500000 Penalty: 3535.169189
	Iteration 14Q: 3 clusters Score -4941760 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4941864.000000 Penalty: 3535.169189
	Iteration 15Q: 3 clusters Score -4941864 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4941862.500000 Penalty: 3535.169189
	Iteration 16Q: 3 clusters Score -4941862 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -4941846.000000 Penalty: 3535.169189
	Iteration 17Q: 3 clusters Score -4941846 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4941825.000000 Penalty: 3535.169189
	Iteration 18Q: 3 clusters Score -4941825 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4941800.500000 Penalty: 3535.169189
	Iteration 19Q: 3 clusters Score -4941800 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4941781.000000 Penalty: 3535.169189
	Iteration 20F: 3 clusters Score -4941781 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -4941775.000000 Penalty: 3535.169189
	Iteration 21Q: 3 clusters Score -4941775 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4941750.000000 Penalty: 3535.169189
	Iteration 22Q: 3 clusters Score -4941750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -4941756.000000 Penalty: 3535.169189
	Iteration 23Q: 3 clusters Score -4941756 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4941786.000000 Penalty: 3535.169189
	Iteration 24Q: 3 clusters Score -4941786 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4941788.000000 Penalty: 3535.169189
	Iteration 25Q: 3 clusters Score -4941788 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4941813.000000 Penalty: 3535.169189
	Iteration 26Q: 3 clusters Score -4941813 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4941899.000000 Penalty: 3535.169189
	Iteration 27Q: 3 clusters Score -4941899 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4941916.000000 Penalty: 3535.169189
	Iteration 28Q: 3 clusters Score -4941916 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4942011.500000 Penalty: 3535.169189
	Iteration 29Q: 3 clusters Score -4942012 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4942146.000000 Penalty: 3535.169189
	Iteration 30Q: 3 clusters Score -4942146 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4942222.000000 Penalty: 3535.169189
	Iteration 31Q: 3 clusters Score -4942222 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4942314.500000 Penalty: 3535.169189
	Iteration 32Q: 3 clusters Score -4942314 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4942424.000000 Penalty: 3535.169189
	Iteration 33Q: 3 clusters Score -4942424 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4942499.500000 Penalty: 3535.169189
	Iteration 34Q: 3 clusters Score -4942500 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4942552.000000 Penalty: 3535.169189
	Iteration 35Q: 3 clusters Score -4942552 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4942583.500000 Penalty: 3535.169189
	Iteration 36Q: 3 clusters Score -4942584 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4942657.000000 Penalty: 3535.169189
	Iteration 37Q: 3 clusters Score -4942657 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4942723.500000 Penalty: 3535.169189
	Iteration 38Q: 3 clusters Score -4942724 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -4942795.000000 Penalty: 3535.169189
	Iteration 39Q: 3 clusters Score -4942795 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4942838.000000 Penalty: 3535.169189
	Iteration 40F: 3 clusters Score -4942838 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4942898.000000 Penalty: 3535.169189
	Iteration 41Q: 3 clusters Score -4942898 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4942925.000000 Penalty: 3535.169189
	Iteration 42Q: 3 clusters Score -4942925 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4942978.500000 Penalty: 3535.169189
	Iteration 43Q: 3 clusters Score -4942978 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4943084.500000 Penalty: 3535.169189
	Iteration 44Q: 3 clusters Score -4943084 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4943155.000000 Penalty: 3535.169189
	Iteration 45Q: 3 clusters Score -4943155 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4943259.500000 Penalty: 3535.169189
	Iteration 46Q: 3 clusters Score -4943260 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4943397.000000 Penalty: 3535.169189
	Iteration 47Q: 3 clusters Score -4943397 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4943516.500000 Penalty: 3535.169189
	Iteration 48Q: 3 clusters Score -4943516 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4943659.000000 Penalty: 3535.169189
	Iteration 49Q: 3 clusters Score -4943659 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4943839.500000 Penalty: 3535.169189
	Iteration 50Q: 3 clusters Score -4943840 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4943992.000000 Penalty: 3535.169189
	Iteration 51Q: 3 clusters Score -4943992 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -4944159.500000 Penalty: 3535.169189
	Iteration 52Q: 3 clusters Score -4944160 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4944383.000000 Penalty: 3535.169189
	Iteration 53Q: 3 clusters Score -4944383 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4944615.500000 Penalty: 3535.169189
	Iteration 54Q: 3 clusters Score -4944616 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4944910.000000 Penalty: 3535.169189
	Iteration 55Q: 3 clusters Score -4944910 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4945187.500000 Penalty: 3535.169189
	Iteration 56Q: 3 clusters Score -4945188 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -4945440.000000 Penalty: 3535.169189
	Iteration 57Q: 3 clusters Score -4945440 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4945699.000000 Penalty: 3535.169189
	Iteration 58Q: 3 clusters Score -4945699 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4945891.500000 Penalty: 3535.169189
	Iteration 59Q: 3 clusters Score -4945892 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4946111.500000 Penalty: 3535.169189
	Iteration 60F: 3 clusters Score -4946112 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4946275.500000 Penalty: 3535.169189
	Iteration 61Q: 3 clusters Score -4946276 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -4946518.000000 Penalty: 3535.169189
	Iteration 62Q: 3 clusters Score -4946518 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4946705.500000 Penalty: 3535.169189
	Iteration 63Q: 3 clusters Score -4946706 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -4946851.500000 Penalty: 3535.169189
	Iteration 64Q: 3 clusters Score -4946852 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4946966.500000 Penalty: 3535.169189
	Iteration 65Q: 3 clusters Score -4946966 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -4947124.500000 Penalty: 3535.169189
	Iteration 66Q: 3 clusters Score -4947124 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -4947236.500000 Penalty: 3535.169189
	Iteration 67Q: 3 clusters Score -4947236 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4947330.000000 Penalty: 3535.169189
	Iteration 68Q: 3 clusters Score -4947330 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4947380.000000 Penalty: 3535.169189
	Iteration 69Q: 3 clusters Score -4947380 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4947444.000000 Penalty: 3535.169189
	Iteration 70Q: 3 clusters Score -4947444 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -4947453.500000 Penalty: 3535.169189
	Iteration 71Q: 3 clusters Score -4947454 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -4947473.000000 Penalty: 3535.169189
	Iteration 72Q: 3 clusters Score -4947473 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -4947539.500000 Penalty: 3535.169189
	Iteration 73Q: 3 clusters Score -4947540 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4947548.000000 Penalty: 3535.169189
	Iteration 74Q: 3 clusters Score -4947548 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -4947552.500000 Penalty: 3535.169189
	Iteration 75Q: 3 clusters Score -4947552 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -4947573.000000 Penalty: 3535.169189
	Iteration 76Q: 3 clusters Score -4947573 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -4947588.000000 Penalty: 3535.169189
	Iteration 77Q: 3 clusters Score -4947588 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -4947594.500000 Penalty: 3535.169189
	Iteration 78Q: 3 clusters Score -4947594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -4947608.000000 Penalty: 3535.169189
	Iteration 79Q: 3 clusters Score -4947608 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4947612.000000 Penalty: 3535.169189
	Iteration 80F: 3 clusters Score -4947612 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -4947633.000000 Penalty: 3535.169189
	Iteration 81Q: 3 clusters Score -4947633 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4947644.500000 Penalty: 3535.169189
	Iteration 82Q: 3 clusters Score -4947644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4947652.500000 Penalty: 3535.169189
	Iteration 83Q: 3 clusters Score -4947652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4947651.000000 Penalty: 3535.169189
	Iteration 84Q: 3 clusters Score -4947651 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -4947658.500000 Penalty: 3535.169189
	Iteration 85Q: 3 clusters Score -4947658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -4947648.500000 Penalty: 3535.169189
	Iteration 86Q: 3 clusters Score -4947648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4947664.000000 Penalty: 3535.169189
	Iteration 87Q: 3 clusters Score -4947664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4947670.000000 Penalty: 3535.169189
	Iteration 88Q: 3 clusters Score -4947670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -4947663.500000 Penalty: 3535.169189
	Iteration 89Q: 3 clusters Score -4947664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4947683.000000 Penalty: 3535.169189
	Iteration 90Q: 3 clusters Score -4947683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4947685.500000 Penalty: 3535.169189
	Iteration 91Q: 3 clusters Score -4947686 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -4947674.000000 Penalty: 3535.169189
	Iteration 92Q: 3 clusters Score -4947674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4947682.500000 Penalty: 3535.169189
	Iteration 93Q: 3 clusters Score -4947682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4947673.500000 Penalty: 3535.169189
	Iteration 94Q: 3 clusters Score -4947674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4947681.500000 Penalty: 3535.169189
	Iteration 95Q: 3 clusters Score -4947682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4947682.000000 Penalty: 3535.169189
	Iteration 96Q: 3 clusters Score -4947682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4947687.500000 Penalty: 3535.169189
	Iteration 97Q: 3 clusters Score -4947688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -4947695.500000 Penalty: 3535.169189
	Iteration 98Q: 3 clusters Score -4947696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4947699.500000 Penalty: 3535.169189
	Iteration 99Q: 3 clusters Score -4947700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -4947693.500000 Penalty: 3535.169189
	Iteration 100F: 3 clusters Score -4947694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4947685.000000 Penalty: 3535.169189
	Iteration 101Q: 3 clusters Score -4947685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4947690.000000 Penalty: 3535.169189
	Iteration 102Q: 3 clusters Score -4947690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4947688.500000 Penalty: 3535.169189
	Iteration 103Q: 3 clusters Score -4947688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4947684.500000 Penalty: 3535.169189
	Iteration 104Q: 3 clusters Score -4947684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4947701.500000 Penalty: 3535.169189
	Iteration 105Q: 3 clusters Score -4947702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -4947689.000000 Penalty: 3535.169189
	Iteration 106Q: 3 clusters Score -4947689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -4947688.500000 Penalty: 3535.169189
	Iteration 107Q: 3 clusters Score -4947688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4947707.500000 Penalty: 3535.169189
	Iteration 108Q: 3 clusters Score -4947708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4947710.500000 Penalty: 3535.169189
	Iteration 109Q: 3 clusters Score -4947710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4947701.000000 Penalty: 3535.169189
	Iteration 110Q: 3 clusters Score -4947701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4947695.500000 Penalty: 3535.169189
	Iteration 111Q: 3 clusters Score -4947696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4947699.000000 Penalty: 3535.169189
	Iteration 112Q: 3 clusters Score -4947699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4947706.000000 Penalty: 3535.169189
	Iteration 113Q: 3 clusters Score -4947706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -4947700.000000 Penalty: 3535.169189
	Iteration 114Q: 3 clusters Score -4947700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4947707.500000 Penalty: 3535.169189
	Iteration 115Q: 3 clusters Score -4947708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -4947708.000000 Penalty: 3535.169189
	Iteration 116Q: 3 clusters Score -4947708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4947717.000000 Penalty: 3535.169189
	Iteration 117Q: 3 clusters Score -4947717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4947719.500000 Penalty: 3535.169189
	Iteration 118Q: 3 clusters Score -4947720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4947718.000000 Penalty: 3535.169189
	Iteration 119Q: 3 clusters Score -4947718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -4947711.500000 Penalty: 3535.169189
	Iteration 120F: 3 clusters Score -4947712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -4947715.500000 Penalty: 3535.169189
	Iteration 121Q: 3 clusters Score -4947716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4947715.500000 Penalty: 3535.169189
	Iteration 122Q: 3 clusters Score -4947716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4947716.000000 Penalty: 3535.169189
	Iteration 123Q: 3 clusters Score -4947716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4947724.500000 Penalty: 3535.169189
	Iteration 124Q: 3 clusters Score -4947724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4947725.500000 Penalty: 3535.169189
	Iteration 125Q: 3 clusters Score -4947726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4947717.000000 Penalty: 3535.169189
	Iteration 126Q: 3 clusters Score -4947717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4947720.000000 Penalty: 3535.169189
	Iteration 127Q: 3 clusters Score -4947720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -4947720.000000 Penalty: 3535.169189
	Iteration 128Q: 3 clusters Score -4947720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4947722.000000 Penalty: 3535.169189
	Iteration 129Q: 3 clusters Score -4947722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4947719.500000 Penalty: 3535.169189
	Iteration 130Q: 3 clusters Score -4947720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4947719.000000 Penalty: 3535.169189
	Iteration 131Q: 3 clusters Score -4947719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4947723.000000 Penalty: 3535.169189
	Iteration 132Q: 3 clusters Score -4947723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4947721.500000 Penalty: 3535.169189
	Iteration 133Q: 3 clusters Score -4947722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4947724.000000 Penalty: 3535.169189
	Iteration 134Q: 3 clusters Score -4947724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -4947722.000000 Penalty: 3535.169189
	Iteration 135Q: 3 clusters Score -4947722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4947726.500000 Penalty: 3535.169189
	Iteration 136Q: 3 clusters Score -4947726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4947723.000000 Penalty: 3535.169189
	Iteration 137Q: 3 clusters Score -4947723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4947722.000000 Penalty: 3535.169189
	Iteration 138Q: 3 clusters Score -4947722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4947722.000000 Penalty: 3535.169189
	Iteration 139Q: 3 clusters Score -4947722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4947724.500000 Penalty: 3535.169189
	Iteration 140F: 3 clusters Score -4947724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 25555 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 34994 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8337 members 
Mstep: Class 26 contains 21245 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 22696 members 
Mstep: Class 29 contains 8375 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1220 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 2306 members 
Mstep: Class 37 contains 5040 members 
Mstep: Class 38 contains 5508 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1590 members 
Mstep: Class 41 contains 27413 members 
Entering Unmasked Estep 
Score: -49763944.000000 Penalty: 87983.445312
Splitting cluster 2 changes total score from -49760880.000000 to -49763944.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 3 (40524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Entering Unmasked Estep 
Score: -3884431.750000 Penalty: 1724.068115
	Iteration 0F: 2 clusters Score -3884432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3860316.000000 Penalty: 3448.136230
	Iteration 0F: 3 clusters Score -3860316 nChanged 18905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3870816.750000 Penalty: 3448.136230
	Iteration 1F: 3 clusters Score -3870817 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3871264.000000 Penalty: 3448.136230
	Iteration 2Q: 3 clusters Score -3871264 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3871708.500000 Penalty: 3448.136230
	Iteration 3Q: 3 clusters Score -3871708 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3872196.250000 Penalty: 3448.136230
	Iteration 4Q: 3 clusters Score -3872196 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3872800.750000 Penalty: 3448.136230
	Iteration 5Q: 3 clusters Score -3872801 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3873446.750000 Penalty: 3448.136230
	Iteration 6Q: 3 clusters Score -3873447 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3874187.500000 Penalty: 3448.136230
	Iteration 7Q: 3 clusters Score -3874188 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3875002.750000 Penalty: 3448.136230
	Iteration 8Q: 3 clusters Score -3875003 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3875746.500000 Penalty: 3448.136230
	Iteration 9Q: 3 clusters Score -3875746 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3876402.500000 Penalty: 3448.136230
	Iteration 10Q: 3 clusters Score -3876402 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3877030.000000 Penalty: 3448.136230
	Iteration 11Q: 3 clusters Score -3877030 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3877588.250000 Penalty: 3448.136230
	Iteration 12Q: 3 clusters Score -3877588 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3878125.000000 Penalty: 3448.136230
	Iteration 13Q: 3 clusters Score -3878125 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3878709.750000 Penalty: 3448.136230
	Iteration 14Q: 3 clusters Score -3878710 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3879267.750000 Penalty: 3448.136230
	Iteration 15Q: 3 clusters Score -3879268 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3879939.750000 Penalty: 3448.136230
	Iteration 16Q: 3 clusters Score -3879940 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -3880671.500000 Penalty: 3448.136230
	Iteration 17Q: 3 clusters Score -3880672 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -3881501.250000 Penalty: 3448.136230
	Iteration 18Q: 3 clusters Score -3881501 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -3882098.000000 Penalty: 3448.136230
	Iteration 19Q: 3 clusters Score -3882098 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -3882296.500000 Penalty: 3448.136230
	Iteration 20F: 3 clusters Score -3882296 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -3882495.250000 Penalty: 3448.136230
	Iteration 21Q: 3 clusters Score -3882495 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -3882638.750000 Penalty: 3448.136230
	Iteration 22Q: 3 clusters Score -3882639 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -3882739.000000 Penalty: 3448.136230
	Iteration 23Q: 3 clusters Score -3882739 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3882792.250000 Penalty: 3448.136230
	Iteration 24Q: 3 clusters Score -3882792 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -3882871.250000 Penalty: 3448.136230
	Iteration 25Q: 3 clusters Score -3882871 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -3882943.500000 Penalty: 3448.136230
	Iteration 26Q: 3 clusters Score -3882944 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -3882981.250000 Penalty: 3448.136230
	Iteration 27Q: 3 clusters Score -3882981 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -3883032.000000 Penalty: 3448.136230
	Iteration 28Q: 3 clusters Score -3883032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -3883076.000000 Penalty: 3448.136230
	Iteration 29Q: 3 clusters Score -3883076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -3883092.750000 Penalty: 3448.136230
	Iteration 30Q: 3 clusters Score -3883093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -3883095.000000 Penalty: 3448.136230
	Iteration 31Q: 3 clusters Score -3883095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -3883105.000000 Penalty: 3448.136230
	Iteration 32Q: 3 clusters Score -3883105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -3883121.750000 Penalty: 3448.136230
	Iteration 33Q: 3 clusters Score -3883122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -3883120.250000 Penalty: 3448.136230
	Iteration 34Q: 3 clusters Score -3883120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -3883128.000000 Penalty: 3448.136230
	Iteration 35Q: 3 clusters Score -3883128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -3883127.750000 Penalty: 3448.136230
	Iteration 36Q: 3 clusters Score -3883128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -3883132.250000 Penalty: 3448.136230
	Iteration 37Q: 3 clusters Score -3883132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -3883136.500000 Penalty: 3448.136230
	Iteration 38Q: 3 clusters Score -3883136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -3883138.500000 Penalty: 3448.136230
	Iteration 39Q: 3 clusters Score -3883138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -3883149.250000 Penalty: 3448.136230
	Iteration 40F: 3 clusters Score -3883149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -3883150.750000 Penalty: 3448.136230
	Iteration 41Q: 3 clusters Score -3883151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -3883159.000000 Penalty: 3448.136230
	Iteration 42Q: 3 clusters Score -3883159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -3883164.000000 Penalty: 3448.136230
	Iteration 43Q: 3 clusters Score -3883164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -3883171.500000 Penalty: 3448.136230
	Iteration 44Q: 3 clusters Score -3883172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -3883163.250000 Penalty: 3448.136230
	Iteration 45Q: 3 clusters Score -3883163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -3883163.750000 Penalty: 3448.136230
	Iteration 46Q: 3 clusters Score -3883164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -3883166.500000 Penalty: 3448.136230
	Iteration 47Q: 3 clusters Score -3883166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -3883162.500000 Penalty: 3448.136230
	Iteration 48Q: 3 clusters Score -3883162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -3883162.000000 Penalty: 3448.136230
	Iteration 49Q: 3 clusters Score -3883162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -3883162.000000 Penalty: 3448.136230
	Iteration 50F: 3 clusters Score -3883162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Entering Unmasked Estep 
Score: -3443477.000000 Penalty: 1700.226440
	Iteration 0F: 2 clusters Score -3443477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3424032.000000 Penalty: 3400.452881
	Iteration 0F: 3 clusters Score -3424032 nChanged 16128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3433230.500000 Penalty: 3400.452881
	Iteration 1F: 3 clusters Score -3433230 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3433801.750000 Penalty: 3400.452881
	Iteration 2Q: 3 clusters Score -3433802 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3434506.000000 Penalty: 3400.452881
	Iteration 3Q: 3 clusters Score -3434506 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3435447.250000 Penalty: 3400.452881
	Iteration 4F: 3 clusters Score -3435447 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3436635.750000 Penalty: 3400.452881
	Iteration 5F: 3 clusters Score -3436636 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3438256.250000 Penalty: 3400.452881
	Iteration 6F: 3 clusters Score -3438256 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3440079.250000 Penalty: 3400.452881
	Iteration 7F: 3 clusters Score -3440079 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3441759.500000 Penalty: 3400.452881
	Iteration 8F: 3 clusters Score -3441760 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3442707.250000 Penalty: 3400.452881
	Iteration 9F: 3 clusters Score -3442707 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3443135.250000 Penalty: 3400.452881
	Iteration 10Q: 3 clusters Score -3443135 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3443298.500000 Penalty: 3400.452881
	Iteration 11Q: 3 clusters Score -3443298 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3443399.750000 Penalty: 3400.452881
	Iteration 12Q: 3 clusters Score -3443400 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3443478.000000 Penalty: 3400.452881
	Iteration 13Q: 3 clusters Score -3443478 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3443484.500000 Penalty: 3400.452881
	Iteration 14Q: 3 clusters Score -3443484 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3443434.750000 Penalty: 3400.452881
	Iteration 15Q: 3 clusters Score -3443435 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3443300.250000 Penalty: 3400.452881
	Iteration 16Q: 3 clusters Score -3443300 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3442923.250000 Penalty: 3400.452881
	Iteration 17Q: 3 clusters Score -3442923 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3442666.750000 Penalty: 3400.452881
	Iteration 18Q: 3 clusters Score -3442667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3442552.750000 Penalty: 3400.452881
	Iteration 19Q: 3 clusters Score -3442553 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3442481.000000 Penalty: 3400.452881
	Iteration 20F: 3 clusters Score -3442481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3442452.250000 Penalty: 3400.452881
	Iteration 21Q: 3 clusters Score -3442452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3442437.750000 Penalty: 3400.452881
	Iteration 22Q: 3 clusters Score -3442438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3442434.000000 Penalty: 3400.452881
	Iteration 23Q: 3 clusters Score -3442434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3442425.750000 Penalty: 3400.452881
	Iteration 24Q: 3 clusters Score -3442426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3442413.750000 Penalty: 3400.452881
	Iteration 25Q: 3 clusters Score -3442414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3442411.000000 Penalty: 3400.452881
	Iteration 26Q: 3 clusters Score -3442411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3442400.000000 Penalty: 3400.452881
	Iteration 27Q: 3 clusters Score -3442400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3442397.250000 Penalty: 3400.452881
	Iteration 28Q: 3 clusters Score -3442397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3442397.250000 Penalty: 3400.452881
	Iteration 29F: 3 clusters Score -3442397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Entering Unmasked Estep 
Score: -3663068.000000 Penalty: 1714.781250
	Iteration 0F: 2 clusters Score -3663068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3637961.500000 Penalty: 3429.562500
	Iteration 0F: 3 clusters Score -3637962 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3647757.000000 Penalty: 3429.562500
	Iteration 1F: 3 clusters Score -3647757 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3648111.750000 Penalty: 3429.562500
	Iteration 2Q: 3 clusters Score -3648112 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3648468.000000 Penalty: 3429.562500
	Iteration 3Q: 3 clusters Score -3648468 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3648952.250000 Penalty: 3429.562500
	Iteration 4Q: 3 clusters Score -3648952 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3649553.500000 Penalty: 3429.562500
	Iteration 5Q: 3 clusters Score -3649554 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3650477.750000 Penalty: 3429.562500
	Iteration 6F: 3 clusters Score -3650478 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3651825.250000 Penalty: 3429.562500
	Iteration 7F: 3 clusters Score -3651825 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3653508.500000 Penalty: 3429.562500
	Iteration 8F: 3 clusters Score -3653508 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3655329.000000 Penalty: 3429.562500
	Iteration 9F: 3 clusters Score -3655329 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3656845.500000 Penalty: 3429.562500
	Iteration 10Q: 3 clusters Score -3656846 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3657757.000000 Penalty: 3429.562500
	Iteration 11Q: 3 clusters Score -3657757 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -3658351.000000 Penalty: 3429.562500
	Iteration 12Q: 3 clusters Score -3658351 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -3658769.750000 Penalty: 3429.562500
	Iteration 13Q: 3 clusters Score -3658770 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3659154.750000 Penalty: 3429.562500
	Iteration 14Q: 3 clusters Score -3659155 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -3659745.000000 Penalty: 3429.562500
	Iteration 15Q: 3 clusters Score -3659745 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -3660317.250000 Penalty: 3429.562500
	Iteration 16Q: 3 clusters Score -3660317 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -3660810.250000 Penalty: 3429.562500
	Iteration 17Q: 3 clusters Score -3660810 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -3661209.000000 Penalty: 3429.562500
	Iteration 18Q: 3 clusters Score -3661209 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -3661503.000000 Penalty: 3429.562500
	Iteration 19Q: 3 clusters Score -3661503 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3661715.000000 Penalty: 3429.562500
	Iteration 20F: 3 clusters Score -3661715 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -3661832.000000 Penalty: 3429.562500
	Iteration 21Q: 3 clusters Score -3661832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -3661931.250000 Penalty: 3429.562500
	Iteration 22Q: 3 clusters Score -3661931 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -3661977.250000 Penalty: 3429.562500
	Iteration 23Q: 3 clusters Score -3661977 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -3662004.750000 Penalty: 3429.562500
	Iteration 24Q: 3 clusters Score -3662005 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -3662032.250000 Penalty: 3429.562500
	Iteration 25Q: 3 clusters Score -3662032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -3662048.000000 Penalty: 3429.562500
	Iteration 26Q: 3 clusters Score -3662048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -3662042.750000 Penalty: 3429.562500
	Iteration 27Q: 3 clusters Score -3662043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -3662051.750000 Penalty: 3429.562500
	Iteration 28Q: 3 clusters Score -3662052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -3662046.750000 Penalty: 3429.562500
	Iteration 29Q: 3 clusters Score -3662047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -3662046.250000 Penalty: 3429.562500
	Iteration 30Q: 3 clusters Score -3662046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -3662042.750000 Penalty: 3429.562500
	Iteration 31Q: 3 clusters Score -3662043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -3662049.750000 Penalty: 3429.562500
	Iteration 32Q: 3 clusters Score -3662050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -3662050.750000 Penalty: 3429.562500
	Iteration 33Q: 3 clusters Score -3662051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -3662044.750000 Penalty: 3429.562500
	Iteration 34Q: 3 clusters Score -3662045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -3662044.000000 Penalty: 3429.562500
	Iteration 35Q: 3 clusters Score -3662044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -3662044.250000 Penalty: 3429.562500
	Iteration 36Q: 3 clusters Score -3662044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -3662045.250000 Penalty: 3429.562500
	Iteration 37Q: 3 clusters Score -3662045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -3662041.500000 Penalty: 3429.562500
	Iteration 38Q: 3 clusters Score -3662042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -3662039.500000 Penalty: 3429.562500
	Iteration 39Q: 3 clusters Score -3662040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -3662039.750000 Penalty: 3429.562500
	Iteration 40F: 3 clusters Score -3662040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -3662037.500000 Penalty: 3429.562500
	Iteration 41Q: 3 clusters Score -3662038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -3662039.250000 Penalty: 3429.562500
	Iteration 42Q: 3 clusters Score -3662039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -3662039.250000 Penalty: 3429.562500
	Iteration 43F: 3 clusters Score -3662039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Entering Unmasked Estep 
Score: -1554028.000000 Penalty: 1574.330688
	Iteration 0F: 2 clusters Score -1554028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1542965.375000 Penalty: 3148.661377
	Iteration 0F: 3 clusters Score -1542965 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1547039.500000 Penalty: 3148.661377
	Iteration 1F: 3 clusters Score -1547040 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1547433.750000 Penalty: 3148.661377
	Iteration 2F: 3 clusters Score -1547434 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1547852.750000 Penalty: 3148.661377
	Iteration 3F: 3 clusters Score -1547853 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1548336.500000 Penalty: 3148.661377
	Iteration 4F: 3 clusters Score -1548336 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1548908.000000 Penalty: 3148.661377
	Iteration 5F: 3 clusters Score -1548908 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1549580.625000 Penalty: 3148.661377
	Iteration 6F: 3 clusters Score -1549581 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1550241.500000 Penalty: 3148.661377
	Iteration 7F: 3 clusters Score -1550242 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1550835.000000 Penalty: 3148.661377
	Iteration 8Q: 3 clusters Score -1550835 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1551245.750000 Penalty: 3148.661377
	Iteration 9Q: 3 clusters Score -1551246 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1551499.875000 Penalty: 3148.661377
	Iteration 10Q: 3 clusters Score -1551500 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1551654.375000 Penalty: 3148.661377
	Iteration 11Q: 3 clusters Score -1551654 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1551758.125000 Penalty: 3148.661377
	Iteration 12Q: 3 clusters Score -1551758 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1551833.250000 Penalty: 3148.661377
	Iteration 13Q: 3 clusters Score -1551833 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1551897.375000 Penalty: 3148.661377
	Iteration 14Q: 3 clusters Score -1551897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1551950.625000 Penalty: 3148.661377
	Iteration 15Q: 3 clusters Score -1551951 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1552011.875000 Penalty: 3148.661377
	Iteration 16Q: 3 clusters Score -1552012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1552089.750000 Penalty: 3148.661377
	Iteration 17Q: 3 clusters Score -1552090 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1552175.375000 Penalty: 3148.661377
	Iteration 18Q: 3 clusters Score -1552175 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1552302.125000 Penalty: 3148.661377
	Iteration 19Q: 3 clusters Score -1552302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1552463.500000 Penalty: 3148.661377
	Iteration 20F: 3 clusters Score -1552464 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1552610.875000 Penalty: 3148.661377
	Iteration 21Q: 3 clusters Score -1552611 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1552708.750000 Penalty: 3148.661377
	Iteration 22Q: 3 clusters Score -1552709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1552764.125000 Penalty: 3148.661377
	Iteration 23Q: 3 clusters Score -1552764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1552795.500000 Penalty: 3148.661377
	Iteration 24Q: 3 clusters Score -1552796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1552817.125000 Penalty: 3148.661377
	Iteration 25Q: 3 clusters Score -1552817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1552828.000000 Penalty: 3148.661377
	Iteration 26Q: 3 clusters Score -1552828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1552838.875000 Penalty: 3148.661377
	Iteration 27Q: 3 clusters Score -1552839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1552850.125000 Penalty: 3148.661377
	Iteration 28Q: 3 clusters Score -1552850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1552857.125000 Penalty: 3148.661377
	Iteration 29Q: 3 clusters Score -1552857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1552864.250000 Penalty: 3148.661377
	Iteration 30Q: 3 clusters Score -1552864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1552870.250000 Penalty: 3148.661377
	Iteration 31Q: 3 clusters Score -1552870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1552872.000000 Penalty: 3148.661377
	Iteration 32Q: 3 clusters Score -1552872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1552871.875000 Penalty: 3148.661377
	Iteration 33Q: 3 clusters Score -1552872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1552878.625000 Penalty: 3148.661377
	Iteration 34Q: 3 clusters Score -1552879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1552881.375000 Penalty: 3148.661377
	Iteration 35Q: 3 clusters Score -1552881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1552882.750000 Penalty: 3148.661377
	Iteration 36Q: 3 clusters Score -1552883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1552892.000000 Penalty: 3148.661377
	Iteration 37Q: 3 clusters Score -1552892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1552900.250000 Penalty: 3148.661377
	Iteration 38Q: 3 clusters Score -1552900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1552900.000000 Penalty: 3148.661377
	Iteration 39Q: 3 clusters Score -1552900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1552904.625000 Penalty: 3148.661377
	Iteration 40F: 3 clusters Score -1552905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1552905.750000 Penalty: 3148.661377
	Iteration 41Q: 3 clusters Score -1552906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1552909.750000 Penalty: 3148.661377
	Iteration 42Q: 3 clusters Score -1552910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1552909.500000 Penalty: 3148.661377
	Iteration 43Q: 3 clusters Score -1552910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1552911.375000 Penalty: 3148.661377
	Iteration 44Q: 3 clusters Score -1552911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1552912.875000 Penalty: 3148.661377
	Iteration 45Q: 3 clusters Score -1552913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1552912.750000 Penalty: 3148.661377
	Iteration 46Q: 3 clusters Score -1552913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1552913.750000 Penalty: 3148.661377
	Iteration 47Q: 3 clusters Score -1552914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1552913.750000 Penalty: 3148.661377
	Iteration 48F: 3 clusters Score -1552914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -476975.125000 Penalty: 1392.744263
	Iteration 0F: 2 clusters Score -476975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -472887.875000 Penalty: 2785.488525
	Iteration 0F: 3 clusters Score -472887.9 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -474252.875000 Penalty: 2785.488525
	Iteration 1F: 3 clusters Score -474252.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -474715.937500 Penalty: 2785.488525
	Iteration 2F: 3 clusters Score -474715.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -475117.531250 Penalty: 2785.488525
	Iteration 3F: 3 clusters Score -475117.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -475485.000000 Penalty: 2785.488525
	Iteration 4F: 3 clusters Score -475485 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -475823.250000 Penalty: 2785.488525
	Iteration 5F: 3 clusters Score -475823.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -476066.250000 Penalty: 2785.488525
	Iteration 6F: 3 clusters Score -476066.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -476238.625000 Penalty: 2785.488525
	Iteration 7Q: 3 clusters Score -476238.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -476356.562500 Penalty: 2785.488525
	Iteration 8Q: 3 clusters Score -476356.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -476444.312500 Penalty: 2785.488525
	Iteration 9Q: 3 clusters Score -476444.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -476573.125000 Penalty: 2785.488525
	Iteration 10Q: 3 clusters Score -476573.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -476723.875000 Penalty: 2785.488525
	Iteration 11Q: 3 clusters Score -476723.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -476926.031250 Penalty: 2785.488525
	Iteration 12Q: 3 clusters Score -476926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -477079.781250 Penalty: 2785.488525
	Iteration 13Q: 3 clusters Score -477079.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -477152.000000 Penalty: 2785.488525
	Iteration 14Q: 3 clusters Score -477152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -477181.625000 Penalty: 2785.488525
	Iteration 15Q: 3 clusters Score -477181.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -477197.781250 Penalty: 2785.488525
	Iteration 16Q: 3 clusters Score -477197.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -477209.656250 Penalty: 2785.488525
	Iteration 17Q: 3 clusters Score -477209.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -477215.812500 Penalty: 2785.488525
	Iteration 18Q: 3 clusters Score -477215.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -477221.531250 Penalty: 2785.488525
	Iteration 19Q: 3 clusters Score -477221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -477222.562500 Penalty: 2785.488525
	Iteration 20F: 3 clusters Score -477222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -477223.218750 Penalty: 2785.488525
	Iteration 21Q: 3 clusters Score -477223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -477223.156250 Penalty: 2785.488525
	Iteration 22Q: 3 clusters Score -477223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -477224.500000 Penalty: 2785.488525
	Iteration 23Q: 3 clusters Score -477224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -477225.218750 Penalty: 2785.488525
	Iteration 24Q: 3 clusters Score -477225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -477224.812500 Penalty: 2785.488525
	Iteration 25Q: 3 clusters Score -477224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -477227.843750 Penalty: 2785.488525
	Iteration 26Q: 3 clusters Score -477227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -477227.875000 Penalty: 2785.488525
	Iteration 27Q: 3 clusters Score -477227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -477229.031250 Penalty: 2785.488525
	Iteration 28Q: 3 clusters Score -477229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -477229.843750 Penalty: 2785.488525
	Iteration 29Q: 3 clusters Score -477229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -477230.406250 Penalty: 2785.488525
	Iteration 30Q: 3 clusters Score -477230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -477230.593750 Penalty: 2785.488525
	Iteration 31Q: 3 clusters Score -477230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -477230.593750 Penalty: 2785.488525
	Iteration 32F: 3 clusters Score -477230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 25555 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 34994 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8337 members 
Mstep: Class 26 contains 21245 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 22696 members 
Mstep: Class 29 contains 8375 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1220 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 2306 members 
Mstep: Class 37 contains 5040 members 
Mstep: Class 38 contains 5508 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1590 members 
Mstep: Class 41 contains 27413 members 
Mstep: Class 42 contains 3636 members 
Entering Unmasked Estep 
Score: -49763540.000000 Penalty: 90129.382812
Splitting cluster 7 changes total score from -49760880.000000 to -49763540.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 8 (5220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Entering Unmasked Estep 
Score: -466964.218750 Penalty: 1391.041138
	Iteration 0F: 2 clusters Score -466964.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -462892.531250 Penalty: 2782.082275
	Iteration 0F: 3 clusters Score -462892.5 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -464241.656250 Penalty: 2782.082275
	Iteration 1F: 3 clusters Score -464241.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -464620.125000 Penalty: 2782.082275
	Iteration 2F: 3 clusters Score -464620.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -464915.718750 Penalty: 2782.082275
	Iteration 3F: 3 clusters Score -464915.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -465138.906250 Penalty: 2782.082275
	Iteration 4F: 3 clusters Score -465138.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -465390.218750 Penalty: 2782.082275
	Iteration 5F: 3 clusters Score -465390.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -465580.625000 Penalty: 2782.082275
	Iteration 6F: 3 clusters Score -465580.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -465707.937500 Penalty: 2782.082275
	Iteration 7Q: 3 clusters Score -465707.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -465785.843750 Penalty: 2782.082275
	Iteration 8Q: 3 clusters Score -465785.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -465825.875000 Penalty: 2782.082275
	Iteration 9Q: 3 clusters Score -465825.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -465852.343750 Penalty: 2782.082275
	Iteration 10Q: 3 clusters Score -465852.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -465870.531250 Penalty: 2782.082275
	Iteration 11Q: 3 clusters Score -465870.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -465882.000000 Penalty: 2782.082275
	Iteration 12Q: 3 clusters Score -465882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -465889.750000 Penalty: 2782.082275
	Iteration 13Q: 3 clusters Score -465889.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -465891.281250 Penalty: 2782.082275
	Iteration 14Q: 3 clusters Score -465891.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -465893.218750 Penalty: 2782.082275
	Iteration 15Q: 3 clusters Score -465893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -465894.656250 Penalty: 2782.082275
	Iteration 16Q: 3 clusters Score -465894.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -465898.687500 Penalty: 2782.082275
	Iteration 17Q: 3 clusters Score -465898.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -465900.062500 Penalty: 2782.082275
	Iteration 18Q: 3 clusters Score -465900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -465903.281250 Penalty: 2782.082275
	Iteration 19Q: 3 clusters Score -465903.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -465903.781250 Penalty: 2782.082275
	Iteration 20F: 3 clusters Score -465903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -465907.812500 Penalty: 2782.082275
	Iteration 21Q: 3 clusters Score -465907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -465908.218750 Penalty: 2782.082275
	Iteration 22Q: 3 clusters Score -465908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -465908.593750 Penalty: 2782.082275
	Iteration 23Q: 3 clusters Score -465908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -465908.968750 Penalty: 2782.082275
	Iteration 24Q: 3 clusters Score -465909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -465908.968750 Penalty: 2782.082275
	Iteration 25F: 3 clusters Score -465909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -259829.531250 Penalty: 1296.920532
	Iteration 0F: 2 clusters Score -259829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -257231.031250 Penalty: 2593.841064
	Iteration 0F: 3 clusters Score -257231 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -258049.687500 Penalty: 2593.841064
	Iteration 1F: 3 clusters Score -258049.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -258436.156250 Penalty: 2593.841064
	Iteration 2F: 3 clusters Score -258436.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -258775.625000 Penalty: 2593.841064
	Iteration 3F: 3 clusters Score -258775.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -259049.250000 Penalty: 2593.841064
	Iteration 4F: 3 clusters Score -259049.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -259273.171875 Penalty: 2593.841064
	Iteration 5F: 3 clusters Score -259273.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -259462.296875 Penalty: 2593.841064
	Iteration 6Q: 3 clusters Score -259462.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -259680.343750 Penalty: 2593.841064
	Iteration 7Q: 3 clusters Score -259680.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -260002.578125 Penalty: 2593.841064
	Iteration 8F: 3 clusters Score -260002.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -260613.406250 Penalty: 2593.841064
	Iteration 9F: 3 clusters Score -260613.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -261521.093750 Penalty: 2593.841064
	Iteration 10F: 3 clusters Score -261521.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -262141.296875 Penalty: 2593.841064
	Iteration 11Q: 3 clusters Score -262141.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -262238.031250 Penalty: 2593.841064
	Iteration 12Q: 3 clusters Score -262238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -262258.750000 Penalty: 2593.841064
	Iteration 13Q: 3 clusters Score -262258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -262267.000000 Penalty: 2593.841064
	Iteration 14Q: 3 clusters Score -262267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -262272.718750 Penalty: 2593.841064
	Iteration 15Q: 3 clusters Score -262272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -262274.218750 Penalty: 2593.841064
	Iteration 16Q: 3 clusters Score -262274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -262274.218750 Penalty: 2593.841064
	Iteration 17F: 3 clusters Score -262274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 25555 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 34994 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8337 members 
Mstep: Class 26 contains 21245 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 22696 members 
Mstep: Class 29 contains 8375 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1220 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 2306 members 
Mstep: Class 37 contains 5040 members 
Mstep: Class 38 contains 5508 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1590 members 
Mstep: Class 41 contains 27413 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 1552 members 
Entering Unmasked Estep 
Score: -49765120.000000 Penalty: 92275.320312
Splitting cluster 9 changes total score from -49760880.000000 to -49765120.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 10 (38645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Entering Unmasked Estep 
Score: -3808119.250000 Penalty: 1716.353149
	Iteration 0F: 2 clusters Score -3808119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3785640.000000 Penalty: 3432.706299
	Iteration 0F: 3 clusters Score -3785640 nChanged 18051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3795894.250000 Penalty: 3432.706299
	Iteration 1F: 3 clusters Score -3795894 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3796423.750000 Penalty: 3432.706299
	Iteration 2Q: 3 clusters Score -3796424 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3797030.500000 Penalty: 3432.706299
	Iteration 3Q: 3 clusters Score -3797030 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3797867.750000 Penalty: 3432.706299
	Iteration 4Q: 3 clusters Score -3797868 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3799029.500000 Penalty: 3432.706299
	Iteration 5F: 3 clusters Score -3799030 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3800515.500000 Penalty: 3432.706299
	Iteration 6F: 3 clusters Score -3800516 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3802451.750000 Penalty: 3432.706299
	Iteration 7F: 3 clusters Score -3802452 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -3804591.750000 Penalty: 3432.706299
	Iteration 8F: 3 clusters Score -3804592 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -3806288.000000 Penalty: 3432.706299
	Iteration 9F: 3 clusters Score -3806288 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -3806741.500000 Penalty: 3432.706299
	Iteration 10Q: 3 clusters Score -3806742 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -3806891.250000 Penalty: 3432.706299
	Iteration 11Q: 3 clusters Score -3806891 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -3806910.000000 Penalty: 3432.706299
	Iteration 12Q: 3 clusters Score -3806910 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3806927.000000 Penalty: 3432.706299
	Iteration 13Q: 3 clusters Score -3806927 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -3806940.750000 Penalty: 3432.706299
	Iteration 14Q: 3 clusters Score -3806941 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -3806965.750000 Penalty: 3432.706299
	Iteration 15Q: 3 clusters Score -3806966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -3806999.000000 Penalty: 3432.706299
	Iteration 16Q: 3 clusters Score -3806999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -3807011.500000 Penalty: 3432.706299
	Iteration 17Q: 3 clusters Score -3807012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -3807009.500000 Penalty: 3432.706299
	Iteration 18Q: 3 clusters Score -3807010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -3807005.750000 Penalty: 3432.706299
	Iteration 19Q: 3 clusters Score -3807006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -3807016.250000 Penalty: 3432.706299
	Iteration 20F: 3 clusters Score -3807016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -3807017.750000 Penalty: 3432.706299
	Iteration 21Q: 3 clusters Score -3807018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -3807016.500000 Penalty: 3432.706299
	Iteration 22Q: 3 clusters Score -3807016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -3807022.750000 Penalty: 3432.706299
	Iteration 23Q: 3 clusters Score -3807023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -3807026.750000 Penalty: 3432.706299
	Iteration 24Q: 3 clusters Score -3807027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -3807031.250000 Penalty: 3432.706299
	Iteration 25Q: 3 clusters Score -3807031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -3807034.500000 Penalty: 3432.706299
	Iteration 26Q: 3 clusters Score -3807034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -3807038.000000 Penalty: 3432.706299
	Iteration 27Q: 3 clusters Score -3807038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -3807033.750000 Penalty: 3432.706299
	Iteration 28Q: 3 clusters Score -3807034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -3807040.750000 Penalty: 3432.706299
	Iteration 29Q: 3 clusters Score -3807041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -3807046.250000 Penalty: 3432.706299
	Iteration 30Q: 3 clusters Score -3807046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -3807046.250000 Penalty: 3432.706299
	Iteration 31Q: 3 clusters Score -3807046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -3807042.250000 Penalty: 3432.706299
	Iteration 32Q: 3 clusters Score -3807042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -3807039.500000 Penalty: 3432.706299
	Iteration 33Q: 3 clusters Score -3807040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -3807037.000000 Penalty: 3432.706299
	Iteration 34Q: 3 clusters Score -3807037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -3807033.250000 Penalty: 3432.706299
	Iteration 35Q: 3 clusters Score -3807033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -3807040.250000 Penalty: 3432.706299
	Iteration 36Q: 3 clusters Score -3807040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -3807038.500000 Penalty: 3432.706299
	Iteration 37Q: 3 clusters Score -3807038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -3807038.500000 Penalty: 3432.706299
	Iteration 38F: 3 clusters Score -3807038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -206581.687500 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -206581.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -204325.296875 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -204325.3 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -204889.578125 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -204889.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -205077.296875 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -205077.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -205249.203125 Penalty: 2513.304932
	Iteration 3F: 3 clusters Score -205249.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -205345.468750 Penalty: 2513.304932
	Iteration 4Q: 3 clusters Score -205345.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -205410.093750 Penalty: 2513.304932
	Iteration 5Q: 3 clusters Score -205410.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -205468.031250 Penalty: 2513.304932
	Iteration 6Q: 3 clusters Score -205468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -205509.250000 Penalty: 2513.304932
	Iteration 7Q: 3 clusters Score -205509.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -205543.875000 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -205543.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -205584.156250 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -205584.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -205623.703125 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -205623.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -205653.859375 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -205653.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -205678.593750 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -205678.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -205706.312500 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -205706.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -205734.406250 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -205734.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -205758.078125 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -205758.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -205773.546875 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -205773.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -205787.046875 Penalty: 2513.304932
	Iteration 17Q: 3 clusters Score -205787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -205797.250000 Penalty: 2513.304932
	Iteration 18Q: 3 clusters Score -205797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205804.859375 Penalty: 2513.304932
	Iteration 19Q: 3 clusters Score -205804.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -205815.718750 Penalty: 2513.304932
	Iteration 20F: 3 clusters Score -205815.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -205831.703125 Penalty: 2513.304932
	Iteration 21Q: 3 clusters Score -205831.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205844.812500 Penalty: 2513.304932
	Iteration 22Q: 3 clusters Score -205844.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -205858.781250 Penalty: 2513.304932
	Iteration 23Q: 3 clusters Score -205858.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -205875.453125 Penalty: 2513.304932
	Iteration 24Q: 3 clusters Score -205875.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -205886.687500 Penalty: 2513.304932
	Iteration 25Q: 3 clusters Score -205886.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -205895.937500 Penalty: 2513.304932
	Iteration 26Q: 3 clusters Score -205895.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -205907.625000 Penalty: 2513.304932
	Iteration 27Q: 3 clusters Score -205907.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -205919.734375 Penalty: 2513.304932
	Iteration 28Q: 3 clusters Score -205919.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -205931.171875 Penalty: 2513.304932
	Iteration 29Q: 3 clusters Score -205931.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -205940.875000 Penalty: 2513.304932
	Iteration 30Q: 3 clusters Score -205940.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205952.765625 Penalty: 2513.304932
	Iteration 31Q: 3 clusters Score -205952.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205960.718750 Penalty: 2513.304932
	Iteration 32Q: 3 clusters Score -205960.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -205964.265625 Penalty: 2513.304932
	Iteration 33Q: 3 clusters Score -205964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -205967.187500 Penalty: 2513.304932
	Iteration 34Q: 3 clusters Score -205967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -205968.390625 Penalty: 2513.304932
	Iteration 35Q: 3 clusters Score -205968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -205968.718750 Penalty: 2513.304932
	Iteration 36Q: 3 clusters Score -205968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -205968.718750 Penalty: 2513.304932
	Iteration 37F: 3 clusters Score -205968.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Entering Unmasked Estep 
Score: -1729024.500000 Penalty: 1597.925415
	Iteration 0F: 2 clusters Score -1729024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1716244.750000 Penalty: 3195.850830
	Iteration 0F: 3 clusters Score -1716245 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1720803.625000 Penalty: 3195.850830
	Iteration 1F: 3 clusters Score -1720804 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1721152.375000 Penalty: 3195.850830
	Iteration 2Q: 3 clusters Score -1721152 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1721510.750000 Penalty: 3195.850830
	Iteration 3Q: 3 clusters Score -1721511 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1721847.125000 Penalty: 3195.850830
	Iteration 4Q: 3 clusters Score -1721847 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1722211.750000 Penalty: 3195.850830
	Iteration 5Q: 3 clusters Score -1722212 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1722654.250000 Penalty: 3195.850830
	Iteration 6Q: 3 clusters Score -1722654 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1723183.500000 Penalty: 3195.850830
	Iteration 7Q: 3 clusters Score -1723184 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1723840.375000 Penalty: 3195.850830
	Iteration 8F: 3 clusters Score -1723840 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1724612.125000 Penalty: 3195.850830
	Iteration 9F: 3 clusters Score -1724612 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1725391.125000 Penalty: 3195.850830
	Iteration 10Q: 3 clusters Score -1725391 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1726043.500000 Penalty: 3195.850830
	Iteration 11Q: 3 clusters Score -1726044 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1726482.750000 Penalty: 3195.850830
	Iteration 12Q: 3 clusters Score -1726483 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1726785.125000 Penalty: 3195.850830
	Iteration 13Q: 3 clusters Score -1726785 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1727011.875000 Penalty: 3195.850830
	Iteration 14Q: 3 clusters Score -1727012 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1727192.250000 Penalty: 3195.850830
	Iteration 15Q: 3 clusters Score -1727192 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1727368.625000 Penalty: 3195.850830
	Iteration 16Q: 3 clusters Score -1727369 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1727494.500000 Penalty: 3195.850830
	Iteration 17Q: 3 clusters Score -1727494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1727568.500000 Penalty: 3195.850830
	Iteration 18Q: 3 clusters Score -1727568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1727623.750000 Penalty: 3195.850830
	Iteration 19Q: 3 clusters Score -1727624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1727670.625000 Penalty: 3195.850830
	Iteration 20F: 3 clusters Score -1727671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1727704.500000 Penalty: 3195.850830
	Iteration 21Q: 3 clusters Score -1727704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1727721.625000 Penalty: 3195.850830
	Iteration 22Q: 3 clusters Score -1727722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1727730.000000 Penalty: 3195.850830
	Iteration 23Q: 3 clusters Score -1727730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1727742.000000 Penalty: 3195.850830
	Iteration 24Q: 3 clusters Score -1727742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1727759.625000 Penalty: 3195.850830
	Iteration 25Q: 3 clusters Score -1727760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1727770.000000 Penalty: 3195.850830
	Iteration 26Q: 3 clusters Score -1727770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1727783.500000 Penalty: 3195.850830
	Iteration 27Q: 3 clusters Score -1727784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1727800.375000 Penalty: 3195.850830
	Iteration 28Q: 3 clusters Score -1727800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1727815.500000 Penalty: 3195.850830
	Iteration 29Q: 3 clusters Score -1727816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1727819.250000 Penalty: 3195.850830
	Iteration 30Q: 3 clusters Score -1727819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1727824.625000 Penalty: 3195.850830
	Iteration 31Q: 3 clusters Score -1727825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1727824.625000 Penalty: 3195.850830
	Iteration 32Q: 3 clusters Score -1727825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1727824.625000 Penalty: 3195.850830
	Iteration 33Q: 3 clusters Score -1727825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1727824.625000 Penalty: 3195.850830
	Iteration 34F: 3 clusters Score -1727825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Entering Unmasked Estep 
Score: -898991.187500 Penalty: 1493.131836
	Iteration 0F: 2 clusters Score -898991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -891945.562500 Penalty: 2986.263672
	Iteration 0F: 3 clusters Score -891945.6 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -894582.687500 Penalty: 2986.263672
	Iteration 1F: 3 clusters Score -894582.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -895087.500000 Penalty: 2986.263672
	Iteration 2F: 3 clusters Score -895087.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -895522.750000 Penalty: 2986.263672
	Iteration 3F: 3 clusters Score -895522.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -895882.625000 Penalty: 2986.263672
	Iteration 4F: 3 clusters Score -895882.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -896166.187500 Penalty: 2986.263672
	Iteration 5F: 3 clusters Score -896166.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -896458.000000 Penalty: 2986.263672
	Iteration 6Q: 3 clusters Score -896458 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -896710.562500 Penalty: 2986.263672
	Iteration 7Q: 3 clusters Score -896710.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -896909.250000 Penalty: 2986.263672
	Iteration 8Q: 3 clusters Score -896909.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -897044.937500 Penalty: 2986.263672
	Iteration 9Q: 3 clusters Score -897044.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -897137.937500 Penalty: 2986.263672
	Iteration 10Q: 3 clusters Score -897137.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -897211.187500 Penalty: 2986.263672
	Iteration 11Q: 3 clusters Score -897211.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -897298.125000 Penalty: 2986.263672
	Iteration 12Q: 3 clusters Score -897298.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -897363.937500 Penalty: 2986.263672
	Iteration 13Q: 3 clusters Score -897363.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -897409.500000 Penalty: 2986.263672
	Iteration 14Q: 3 clusters Score -897409.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -897438.625000 Penalty: 2986.263672
	Iteration 15Q: 3 clusters Score -897438.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -897466.250000 Penalty: 2986.263672
	Iteration 16Q: 3 clusters Score -897466.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -897497.437500 Penalty: 2986.263672
	Iteration 17Q: 3 clusters Score -897497.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -897524.312500 Penalty: 2986.263672
	Iteration 18Q: 3 clusters Score -897524.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -897557.312500 Penalty: 2986.263672
	Iteration 19Q: 3 clusters Score -897557.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -897580.500000 Penalty: 2986.263672
	Iteration 20F: 3 clusters Score -897580.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -897599.375000 Penalty: 2986.263672
	Iteration 21Q: 3 clusters Score -897599.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -897616.375000 Penalty: 2986.263672
	Iteration 22Q: 3 clusters Score -897616.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -897623.937500 Penalty: 2986.263672
	Iteration 23Q: 3 clusters Score -897623.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -897627.062500 Penalty: 2986.263672
	Iteration 24Q: 3 clusters Score -897627.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -897632.000000 Penalty: 2986.263672
	Iteration 25Q: 3 clusters Score -897632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -897633.187500 Penalty: 2986.263672
	Iteration 26Q: 3 clusters Score -897633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -897635.125000 Penalty: 2986.263672
	Iteration 27Q: 3 clusters Score -897635.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -897637.312500 Penalty: 2986.263672
	Iteration 28Q: 3 clusters Score -897637.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -897638.812500 Penalty: 2986.263672
	Iteration 29Q: 3 clusters Score -897638.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -897640.375000 Penalty: 2986.263672
	Iteration 30Q: 3 clusters Score -897640.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -897641.812500 Penalty: 2986.263672
	Iteration 31Q: 3 clusters Score -897641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -897641.500000 Penalty: 2986.263672
	Iteration 32Q: 3 clusters Score -897641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -897642.875000 Penalty: 2986.263672
	Iteration 33Q: 3 clusters Score -897642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -897643.812500 Penalty: 2986.263672
	Iteration 34Q: 3 clusters Score -897643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -897643.250000 Penalty: 2986.263672
	Iteration 35Q: 3 clusters Score -897643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -897642.625000 Penalty: 2986.263672
	Iteration 36Q: 3 clusters Score -897642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -897643.875000 Penalty: 2986.263672
	Iteration 37Q: 3 clusters Score -897643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -897643.187500 Penalty: 2986.263672
	Iteration 38Q: 3 clusters Score -897643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -897643.250000 Penalty: 2986.263672
	Iteration 39Q: 3 clusters Score -897643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -897644.062500 Penalty: 2986.263672
	Iteration 40F: 3 clusters Score -897644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Entering Unmasked Estep 
Score: -2846292.000000 Penalty: 1670.818237
	Iteration 0F: 2 clusters Score -2846292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2828318.500000 Penalty: 3341.636475
	Iteration 0F: 3 clusters Score -2828318 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2835462.750000 Penalty: 3341.636475
	Iteration 1F: 3 clusters Score -2835463 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2835886.500000 Penalty: 3341.636475
	Iteration 2Q: 3 clusters Score -2835886 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2836460.750000 Penalty: 3341.636475
	Iteration 3Q: 3 clusters Score -2836461 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2837259.500000 Penalty: 3341.636475
	Iteration 4F: 3 clusters Score -2837260 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2838648.500000 Penalty: 3341.636475
	Iteration 5F: 3 clusters Score -2838648 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2840537.000000 Penalty: 3341.636475
	Iteration 6F: 3 clusters Score -2840537 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2842646.000000 Penalty: 3341.636475
	Iteration 7F: 3 clusters Score -2842646 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2844427.750000 Penalty: 3341.636475
	Iteration 8F: 3 clusters Score -2844428 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2845525.500000 Penalty: 3341.636475
	Iteration 9F: 3 clusters Score -2845526 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2845971.500000 Penalty: 3341.636475
	Iteration 10Q: 3 clusters Score -2845972 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2846031.000000 Penalty: 3341.636475
	Iteration 11Q: 3 clusters Score -2846031 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2846040.500000 Penalty: 3341.636475
	Iteration 12Q: 3 clusters Score -2846040 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -2845979.250000 Penalty: 3341.636475
	Iteration 13Q: 3 clusters Score -2845979 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -2845803.000000 Penalty: 3341.636475
	Iteration 14Q: 3 clusters Score -2845803 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -2845661.750000 Penalty: 3341.636475
	Iteration 15Q: 3 clusters Score -2845662 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -2845555.750000 Penalty: 3341.636475
	Iteration 16Q: 3 clusters Score -2845556 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -2845435.500000 Penalty: 3341.636475
	Iteration 17Q: 3 clusters Score -2845436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -2845389.000000 Penalty: 3341.636475
	Iteration 18Q: 3 clusters Score -2845389 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -2845329.250000 Penalty: 3341.636475
	Iteration 19Q: 3 clusters Score -2845329 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -2845323.500000 Penalty: 3341.636475
	Iteration 20F: 3 clusters Score -2845324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -2845282.750000 Penalty: 3341.636475
	Iteration 21Q: 3 clusters Score -2845283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -2845269.500000 Penalty: 3341.636475
	Iteration 22Q: 3 clusters Score -2845270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -2845251.250000 Penalty: 3341.636475
	Iteration 23Q: 3 clusters Score -2845251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -2845237.250000 Penalty: 3341.636475
	Iteration 24Q: 3 clusters Score -2845237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -2845228.750000 Penalty: 3341.636475
	Iteration 25Q: 3 clusters Score -2845229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -2845221.250000 Penalty: 3341.636475
	Iteration 26Q: 3 clusters Score -2845221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -2845220.750000 Penalty: 3341.636475
	Iteration 27Q: 3 clusters Score -2845221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -2845214.000000 Penalty: 3341.636475
	Iteration 28Q: 3 clusters Score -2845214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -2845211.750000 Penalty: 3341.636475
	Iteration 29Q: 3 clusters Score -2845212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2845216.500000 Penalty: 3341.636475
	Iteration 30Q: 3 clusters Score -2845216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -2845216.250000 Penalty: 3341.636475
	Iteration 31Q: 3 clusters Score -2845216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -2845209.000000 Penalty: 3341.636475
	Iteration 32Q: 3 clusters Score -2845209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -2845207.500000 Penalty: 3341.636475
	Iteration 33Q: 3 clusters Score -2845208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -2845208.500000 Penalty: 3341.636475
	Iteration 34Q: 3 clusters Score -2845208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -2845209.250000 Penalty: 3341.636475
	Iteration 35Q: 3 clusters Score -2845209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -2845207.750000 Penalty: 3341.636475
	Iteration 36Q: 3 clusters Score -2845208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -2845205.750000 Penalty: 3341.636475
	Iteration 37Q: 3 clusters Score -2845206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -2845205.750000 Penalty: 3341.636475
	Iteration 38F: 3 clusters Score -2845206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Entering Unmasked Estep 
Score: -2328693.000000 Penalty: 1650.380859
	Iteration 0F: 2 clusters Score -2328693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2311264.750000 Penalty: 3300.761719
	Iteration 0F: 3 clusters Score -2311265 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2317939.750000 Penalty: 3300.761719
	Iteration 1F: 3 clusters Score -2317940 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2318548.750000 Penalty: 3300.761719
	Iteration 2F: 3 clusters Score -2318549 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2319234.250000 Penalty: 3300.761719
	Iteration 3F: 3 clusters Score -2319234 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2320067.250000 Penalty: 3300.761719
	Iteration 4F: 3 clusters Score -2320067 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2321004.500000 Penalty: 3300.761719
	Iteration 5F: 3 clusters Score -2321004 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2322090.000000 Penalty: 3300.761719
	Iteration 6F: 3 clusters Score -2322090 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2323049.500000 Penalty: 3300.761719
	Iteration 7F: 3 clusters Score -2323050 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2323758.000000 Penalty: 3300.761719
	Iteration 8Q: 3 clusters Score -2323758 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2324324.250000 Penalty: 3300.761719
	Iteration 9Q: 3 clusters Score -2324324 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2324666.000000 Penalty: 3300.761719
	Iteration 10Q: 3 clusters Score -2324666 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2324914.000000 Penalty: 3300.761719
	Iteration 11Q: 3 clusters Score -2324914 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2325063.000000 Penalty: 3300.761719
	Iteration 12Q: 3 clusters Score -2325063 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2325133.000000 Penalty: 3300.761719
	Iteration 13Q: 3 clusters Score -2325133 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2325198.000000 Penalty: 3300.761719
	Iteration 14Q: 3 clusters Score -2325198 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2325244.500000 Penalty: 3300.761719
	Iteration 15Q: 3 clusters Score -2325244 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2325264.750000 Penalty: 3300.761719
	Iteration 16Q: 3 clusters Score -2325265 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2325286.250000 Penalty: 3300.761719
	Iteration 17Q: 3 clusters Score -2325286 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2325301.250000 Penalty: 3300.761719
	Iteration 18Q: 3 clusters Score -2325301 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2325304.500000 Penalty: 3300.761719
	Iteration 19Q: 3 clusters Score -2325304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2325321.750000 Penalty: 3300.761719
	Iteration 20F: 3 clusters Score -2325322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2325325.250000 Penalty: 3300.761719
	Iteration 21Q: 3 clusters Score -2325325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2325333.250000 Penalty: 3300.761719
	Iteration 22Q: 3 clusters Score -2325333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2325344.500000 Penalty: 3300.761719
	Iteration 23Q: 3 clusters Score -2325344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2325357.500000 Penalty: 3300.761719
	Iteration 24Q: 3 clusters Score -2325358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2325367.250000 Penalty: 3300.761719
	Iteration 25Q: 3 clusters Score -2325367 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2325376.000000 Penalty: 3300.761719
	Iteration 26Q: 3 clusters Score -2325376 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2325392.250000 Penalty: 3300.761719
	Iteration 27Q: 3 clusters Score -2325392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2325407.000000 Penalty: 3300.761719
	Iteration 28Q: 3 clusters Score -2325407 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2325424.500000 Penalty: 3300.761719
	Iteration 29Q: 3 clusters Score -2325424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2325437.750000 Penalty: 3300.761719
	Iteration 30Q: 3 clusters Score -2325438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2325444.250000 Penalty: 3300.761719
	Iteration 31Q: 3 clusters Score -2325444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2325477.750000 Penalty: 3300.761719
	Iteration 32Q: 3 clusters Score -2325478 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2325500.750000 Penalty: 3300.761719
	Iteration 33Q: 3 clusters Score -2325501 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2325542.500000 Penalty: 3300.761719
	Iteration 34Q: 3 clusters Score -2325542 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2325581.000000 Penalty: 3300.761719
	Iteration 35Q: 3 clusters Score -2325581 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2325619.250000 Penalty: 3300.761719
	Iteration 36Q: 3 clusters Score -2325619 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2325662.500000 Penalty: 3300.761719
	Iteration 37Q: 3 clusters Score -2325662 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2325719.750000 Penalty: 3300.761719
	Iteration 38Q: 3 clusters Score -2325720 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2325769.000000 Penalty: 3300.761719
	Iteration 39Q: 3 clusters Score -2325769 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2325828.750000 Penalty: 3300.761719
	Iteration 40F: 3 clusters Score -2325829 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2325882.000000 Penalty: 3300.761719
	Iteration 41Q: 3 clusters Score -2325882 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2325934.000000 Penalty: 3300.761719
	Iteration 42Q: 3 clusters Score -2325934 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2325995.500000 Penalty: 3300.761719
	Iteration 43Q: 3 clusters Score -2325996 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2326059.000000 Penalty: 3300.761719
	Iteration 44Q: 3 clusters Score -2326059 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2326145.500000 Penalty: 3300.761719
	Iteration 45Q: 3 clusters Score -2326146 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2326234.000000 Penalty: 3300.761719
	Iteration 46Q: 3 clusters Score -2326234 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2326325.000000 Penalty: 3300.761719
	Iteration 47Q: 3 clusters Score -2326325 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2326454.500000 Penalty: 3300.761719
	Iteration 48Q: 3 clusters Score -2326454 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2326557.000000 Penalty: 3300.761719
	Iteration 49Q: 3 clusters Score -2326557 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2326693.000000 Penalty: 3300.761719
	Iteration 50Q: 3 clusters Score -2326693 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2326837.250000 Penalty: 3300.761719
	Iteration 51Q: 3 clusters Score -2326837 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2326984.500000 Penalty: 3300.761719
	Iteration 52Q: 3 clusters Score -2326984 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2327139.250000 Penalty: 3300.761719
	Iteration 53Q: 3 clusters Score -2327139 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2327297.250000 Penalty: 3300.761719
	Iteration 54Q: 3 clusters Score -2327297 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2327438.750000 Penalty: 3300.761719
	Iteration 55Q: 3 clusters Score -2327439 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2327571.250000 Penalty: 3300.761719
	Iteration 56Q: 3 clusters Score -2327571 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2327681.250000 Penalty: 3300.761719
	Iteration 57Q: 3 clusters Score -2327681 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2327806.500000 Penalty: 3300.761719
	Iteration 58Q: 3 clusters Score -2327806 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2327954.750000 Penalty: 3300.761719
	Iteration 59Q: 3 clusters Score -2327955 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2328080.250000 Penalty: 3300.761719
	Iteration 60F: 3 clusters Score -2328080 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2328162.500000 Penalty: 3300.761719
	Iteration 61Q: 3 clusters Score -2328162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2328223.750000 Penalty: 3300.761719
	Iteration 62Q: 3 clusters Score -2328224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2328265.500000 Penalty: 3300.761719
	Iteration 63Q: 3 clusters Score -2328266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2328303.000000 Penalty: 3300.761719
	Iteration 64Q: 3 clusters Score -2328303 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2328331.000000 Penalty: 3300.761719
	Iteration 65Q: 3 clusters Score -2328331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2328353.750000 Penalty: 3300.761719
	Iteration 66Q: 3 clusters Score -2328354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2328367.000000 Penalty: 3300.761719
	Iteration 67Q: 3 clusters Score -2328367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2328366.250000 Penalty: 3300.761719
	Iteration 68Q: 3 clusters Score -2328366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2328372.500000 Penalty: 3300.761719
	Iteration 69Q: 3 clusters Score -2328372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2328371.000000 Penalty: 3300.761719
	Iteration 70Q: 3 clusters Score -2328371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2328371.000000 Penalty: 3300.761719
	Iteration 71Q: 3 clusters Score -2328371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2328369.250000 Penalty: 3300.761719
	Iteration 72Q: 3 clusters Score -2328369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2328370.500000 Penalty: 3300.761719
	Iteration 73Q: 3 clusters Score -2328370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2328371.000000 Penalty: 3300.761719
	Iteration 74Q: 3 clusters Score -2328371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2328373.750000 Penalty: 3300.761719
	Iteration 75Q: 3 clusters Score -2328374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2328377.000000 Penalty: 3300.761719
	Iteration 76Q: 3 clusters Score -2328377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2328378.750000 Penalty: 3300.761719
	Iteration 77Q: 3 clusters Score -2328379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2328380.750000 Penalty: 3300.761719
	Iteration 78Q: 3 clusters Score -2328381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2328380.750000 Penalty: 3300.761719
	Iteration 79F: 3 clusters Score -2328381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -220694.890625 Penalty: 1286.184692
	Iteration 0F: 2 clusters Score -220694.9 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 1383 members 
Entering Unmasked Estep 
Score: -218223.328125 Penalty: 2572.369385
	Iteration 0F: 3 clusters Score -218223.3 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -219595.921875 Penalty: 2572.369385
	Iteration 1F: 3 clusters Score -219595.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -220117.734375 Penalty: 2572.369385
	Iteration 2F: 3 clusters Score -220117.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -220422.843750 Penalty: 2572.369385
	Iteration 3F: 3 clusters Score -220422.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -220559.484375 Penalty: 2572.369385
	Iteration 4F: 3 clusters Score -220559.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -220641.265625 Penalty: 2572.369385
	Iteration 5Q: 3 clusters Score -220641.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -220696.234375 Penalty: 2572.369385
	Iteration 6Q: 3 clusters Score -220696.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -220741.000000 Penalty: 2572.369385
	Iteration 7Q: 3 clusters Score -220741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -220784.500000 Penalty: 2572.369385
	Iteration 8Q: 3 clusters Score -220784.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -220823.093750 Penalty: 2572.369385
	Iteration 9Q: 3 clusters Score -220823.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -220850.250000 Penalty: 2572.369385
	Iteration 10Q: 3 clusters Score -220850.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -220868.687500 Penalty: 2572.369385
	Iteration 11Q: 3 clusters Score -220868.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -220881.609375 Penalty: 2572.369385
	Iteration 12Q: 3 clusters Score -220881.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -220893.500000 Penalty: 2572.369385
	Iteration 13Q: 3 clusters Score -220893.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -220901.531250 Penalty: 2572.369385
	Iteration 14Q: 3 clusters Score -220901.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -220909.937500 Penalty: 2572.369385
	Iteration 15Q: 3 clusters Score -220909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -220918.296875 Penalty: 2572.369385
	Iteration 16Q: 3 clusters Score -220918.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -220923.468750 Penalty: 2572.369385
	Iteration 17Q: 3 clusters Score -220923.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -220927.343750 Penalty: 2572.369385
	Iteration 18Q: 3 clusters Score -220927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -220931.968750 Penalty: 2572.369385
	Iteration 19Q: 3 clusters Score -220932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -220937.296875 Penalty: 2572.369385
	Iteration 20F: 3 clusters Score -220937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -220942.890625 Penalty: 2572.369385
	Iteration 21Q: 3 clusters Score -220942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -220946.062500 Penalty: 2572.369385
	Iteration 22Q: 3 clusters Score -220946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -220947.468750 Penalty: 2572.369385
	Iteration 23Q: 3 clusters Score -220947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -220948.359375 Penalty: 2572.369385
	Iteration 24Q: 3 clusters Score -220948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -220949.296875 Penalty: 2572.369385
	Iteration 25Q: 3 clusters Score -220949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -220949.296875 Penalty: 2572.369385
	Iteration 26F: 3 clusters Score -220949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 25555 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 34994 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8337 members 
Mstep: Class 26 contains 21245 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 22696 members 
Mstep: Class 29 contains 8375 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1220 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 2306 members 
Mstep: Class 37 contains 5040 members 
Mstep: Class 38 contains 5508 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1590 members 
Mstep: Class 41 contains 27413 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 1552 members 
Mstep: Class 44 contains 1679 members 
Entering Unmasked Estep 
Score: -49764520.000000 Penalty: 94421.257812
Splitting cluster 16 changes total score from -49760880.000000 to -49764520.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 17 (39690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Entering Unmasked Estep 
Score: -3764284.750000 Penalty: 1720.688843
	Iteration 0F: 2 clusters Score -3764285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3740073.250000 Penalty: 3441.377686
	Iteration 0F: 3 clusters Score -3740073 nChanged 18280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3750186.250000 Penalty: 3441.377686
	Iteration 1F: 3 clusters Score -3750186 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3750712.000000 Penalty: 3441.377686
	Iteration 2Q: 3 clusters Score -3750712 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3751303.250000 Penalty: 3441.377686
	Iteration 3Q: 3 clusters Score -3751303 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3752144.250000 Penalty: 3441.377686
	Iteration 4Q: 3 clusters Score -3752144 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3753466.500000 Penalty: 3441.377686
	Iteration 5F: 3 clusters Score -3753466 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3755520.750000 Penalty: 3441.377686
	Iteration 6F: 3 clusters Score -3755521 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -3758267.000000 Penalty: 3441.377686
	Iteration 7F: 3 clusters Score -3758267 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -3760683.500000 Penalty: 3441.377686
	Iteration 8F: 3 clusters Score -3760684 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -3761976.000000 Penalty: 3441.377686
	Iteration 9Q: 3 clusters Score -3761976 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -3762496.750000 Penalty: 3441.377686
	Iteration 10Q: 3 clusters Score -3762497 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -3762774.500000 Penalty: 3441.377686
	Iteration 11Q: 3 clusters Score -3762774 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -3762872.000000 Penalty: 3441.377686
	Iteration 12Q: 3 clusters Score -3762872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3762918.750000 Penalty: 3441.377686
	Iteration 13Q: 3 clusters Score -3762919 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -3762943.500000 Penalty: 3441.377686
	Iteration 14Q: 3 clusters Score -3762944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -3762970.000000 Penalty: 3441.377686
	Iteration 15Q: 3 clusters Score -3762970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -3762990.250000 Penalty: 3441.377686
	Iteration 16Q: 3 clusters Score -3762990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -3763010.250000 Penalty: 3441.377686
	Iteration 17Q: 3 clusters Score -3763010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -3763022.750000 Penalty: 3441.377686
	Iteration 18Q: 3 clusters Score -3763023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -3763033.750000 Penalty: 3441.377686
	Iteration 19Q: 3 clusters Score -3763034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -3763038.250000 Penalty: 3441.377686
	Iteration 20F: 3 clusters Score -3763038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -3763039.750000 Penalty: 3441.377686
	Iteration 21Q: 3 clusters Score -3763040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -3763046.250000 Penalty: 3441.377686
	Iteration 22Q: 3 clusters Score -3763046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -3763045.500000 Penalty: 3441.377686
	Iteration 23Q: 3 clusters Score -3763046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -3763045.000000 Penalty: 3441.377686
	Iteration 24Q: 3 clusters Score -3763045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -3763044.000000 Penalty: 3441.377686
	Iteration 25Q: 3 clusters Score -3763044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -3763044.000000 Penalty: 3441.377686
	Iteration 26F: 3 clusters Score -3763044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -93398.828125 Penalty: 1153.217163
	Iteration 0F: 2 clusters Score -93398.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -91908.046875 Penalty: 2306.434326
	Iteration 0F: 3 clusters Score -91908.05 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92250.085938 Penalty: 2306.434326
	Iteration 1F: 3 clusters Score -92250.09 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92360.132812 Penalty: 2306.434326
	Iteration 2F: 3 clusters Score -92360.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92437.289062 Penalty: 2306.434326
	Iteration 3F: 3 clusters Score -92437.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92510.031250 Penalty: 2306.434326
	Iteration 4Q: 3 clusters Score -92510.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92586.734375 Penalty: 2306.434326
	Iteration 5Q: 3 clusters Score -92586.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92650.164062 Penalty: 2306.434326
	Iteration 6Q: 3 clusters Score -92650.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92723.156250 Penalty: 2306.434326
	Iteration 7Q: 3 clusters Score -92723.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92819.734375 Penalty: 2306.434326
	Iteration 8Q: 3 clusters Score -92819.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92933.812500 Penalty: 2306.434326
	Iteration 9Q: 3 clusters Score -92933.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92980.671875 Penalty: 2306.434326
	Iteration 10Q: 3 clusters Score -92980.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93033.546875 Penalty: 2306.434326
	Iteration 11Q: 3 clusters Score -93033.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93065.609375 Penalty: 2306.434326
	Iteration 12Q: 3 clusters Score -93065.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93085.125000 Penalty: 2306.434326
	Iteration 13Q: 3 clusters Score -93085.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93092.867188 Penalty: 2306.434326
	Iteration 14Q: 3 clusters Score -93092.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93095.117188 Penalty: 2306.434326
	Iteration 15Q: 3 clusters Score -93095.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93098.445312 Penalty: 2306.434326
	Iteration 16Q: 3 clusters Score -93098.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93101.273438 Penalty: 2306.434326
	Iteration 17Q: 3 clusters Score -93101.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93102.820312 Penalty: 2306.434326
	Iteration 18Q: 3 clusters Score -93102.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93113.828125 Penalty: 2306.434326
	Iteration 19F: 3 clusters Score -93113.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93135.640625 Penalty: 2306.434326
	Iteration 20F: 3 clusters Score -93135.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93145.804688 Penalty: 2306.434326
	Iteration 21Q: 3 clusters Score -93145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93156.242188 Penalty: 2306.434326
	Iteration 22Q: 3 clusters Score -93156.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93160.117188 Penalty: 2306.434326
	Iteration 23Q: 3 clusters Score -93160.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93161.359375 Penalty: 2306.434326
	Iteration 24Q: 3 clusters Score -93161.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93161.359375 Penalty: 2306.434326
	Iteration 25F: 3 clusters Score -93161.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -326802.625000 Penalty: 1328.937622
	Iteration 0F: 2 clusters Score -326802.6 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 1821 members 
Entering Unmasked Estep 
Score: -323736.031250 Penalty: 2657.875244
	Iteration 0F: 3 clusters Score -323736 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -324552.500000 Penalty: 2657.875244
	Iteration 1F: 3 clusters Score -324552.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -324826.875000 Penalty: 2657.875244
	Iteration 2F: 3 clusters Score -324826.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -325079.406250 Penalty: 2657.875244
	Iteration 3F: 3 clusters Score -325079.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -325344.593750 Penalty: 2657.875244
	Iteration 4F: 3 clusters Score -325344.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -325597.906250 Penalty: 2657.875244
	Iteration 5F: 3 clusters Score -325597.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -325882.500000 Penalty: 2657.875244
	Iteration 6F: 3 clusters Score -325882.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -326103.250000 Penalty: 2657.875244
	Iteration 7Q: 3 clusters Score -326103.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -326233.937500 Penalty: 2657.875244
	Iteration 8Q: 3 clusters Score -326233.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -326331.375000 Penalty: 2657.875244
	Iteration 9Q: 3 clusters Score -326331.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -326383.781250 Penalty: 2657.875244
	Iteration 10Q: 3 clusters Score -326383.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -326425.968750 Penalty: 2657.875244
	Iteration 11Q: 3 clusters Score -326426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -326456.843750 Penalty: 2657.875244
	Iteration 12Q: 3 clusters Score -326456.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -326484.968750 Penalty: 2657.875244
	Iteration 13Q: 3 clusters Score -326485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -326517.437500 Penalty: 2657.875244
	Iteration 14Q: 3 clusters Score -326517.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -326552.375000 Penalty: 2657.875244
	Iteration 15Q: 3 clusters Score -326552.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -326577.562500 Penalty: 2657.875244
	Iteration 16Q: 3 clusters Score -326577.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -326598.000000 Penalty: 2657.875244
	Iteration 17Q: 3 clusters Score -326598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -326611.812500 Penalty: 2657.875244
	Iteration 18Q: 3 clusters Score -326611.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -326627.468750 Penalty: 2657.875244
	Iteration 19Q: 3 clusters Score -326627.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -326639.000000 Penalty: 2657.875244
	Iteration 20F: 3 clusters Score -326639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -326649.281250 Penalty: 2657.875244
	Iteration 21Q: 3 clusters Score -326649.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -326656.156250 Penalty: 2657.875244
	Iteration 22Q: 3 clusters Score -326656.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -326663.031250 Penalty: 2657.875244
	Iteration 23Q: 3 clusters Score -326663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -326666.250000 Penalty: 2657.875244
	Iteration 24Q: 3 clusters Score -326666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -326668.812500 Penalty: 2657.875244
	Iteration 25Q: 3 clusters Score -326668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -326668.906250 Penalty: 2657.875244
	Iteration 26Q: 3 clusters Score -326668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -326668.906250 Penalty: 2657.875244
	Iteration 27F: 3 clusters Score -326668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Entering Unmasked Estep 
Score: -2681907.000000 Penalty: 1659.157593
	Iteration 0F: 2 clusters Score -2681907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2664656.000000 Penalty: 3318.315186
	Iteration 0F: 3 clusters Score -2664656 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2671472.250000 Penalty: 3318.315186
	Iteration 1F: 3 clusters Score -2671472 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2671784.750000 Penalty: 3318.315186
	Iteration 2Q: 3 clusters Score -2671785 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2672022.250000 Penalty: 3318.315186
	Iteration 3Q: 3 clusters Score -2672022 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2672233.250000 Penalty: 3318.315186
	Iteration 4Q: 3 clusters Score -2672233 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2672398.250000 Penalty: 3318.315186
	Iteration 5Q: 3 clusters Score -2672398 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2672577.000000 Penalty: 3318.315186
	Iteration 6Q: 3 clusters Score -2672577 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2672767.500000 Penalty: 3318.315186
	Iteration 7Q: 3 clusters Score -2672768 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2672982.000000 Penalty: 3318.315186
	Iteration 8Q: 3 clusters Score -2672982 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2673324.250000 Penalty: 3318.315186
	Iteration 9Q: 3 clusters Score -2673324 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2673884.500000 Penalty: 3318.315186
	Iteration 10Q: 3 clusters Score -2673884 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2674692.500000 Penalty: 3318.315186
	Iteration 11F: 3 clusters Score -2674692 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2675797.500000 Penalty: 3318.315186
	Iteration 12F: 3 clusters Score -2675798 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2677172.500000 Penalty: 3318.315186
	Iteration 13F: 3 clusters Score -2677172 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2678487.500000 Penalty: 3318.315186
	Iteration 14F: 3 clusters Score -2678488 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2679391.750000 Penalty: 3318.315186
	Iteration 15Q: 3 clusters Score -2679392 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2679904.750000 Penalty: 3318.315186
	Iteration 16Q: 3 clusters Score -2679905 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2680120.500000 Penalty: 3318.315186
	Iteration 17Q: 3 clusters Score -2680120 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2680226.500000 Penalty: 3318.315186
	Iteration 18Q: 3 clusters Score -2680226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2680316.750000 Penalty: 3318.315186
	Iteration 19Q: 3 clusters Score -2680317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2680373.000000 Penalty: 3318.315186
	Iteration 20F: 3 clusters Score -2680373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2680418.750000 Penalty: 3318.315186
	Iteration 21Q: 3 clusters Score -2680419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2680429.000000 Penalty: 3318.315186
	Iteration 22Q: 3 clusters Score -2680429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2680453.250000 Penalty: 3318.315186
	Iteration 23Q: 3 clusters Score -2680453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2680473.000000 Penalty: 3318.315186
	Iteration 24Q: 3 clusters Score -2680473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2680487.500000 Penalty: 3318.315186
	Iteration 25Q: 3 clusters Score -2680488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2680489.750000 Penalty: 3318.315186
	Iteration 26Q: 3 clusters Score -2680490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2680491.000000 Penalty: 3318.315186
	Iteration 27Q: 3 clusters Score -2680491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2680492.500000 Penalty: 3318.315186
	Iteration 28Q: 3 clusters Score -2680492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2680499.250000 Penalty: 3318.315186
	Iteration 29Q: 3 clusters Score -2680499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2680499.750000 Penalty: 3318.315186
	Iteration 30Q: 3 clusters Score -2680500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2680504.250000 Penalty: 3318.315186
	Iteration 31Q: 3 clusters Score -2680504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2680507.250000 Penalty: 3318.315186
	Iteration 32Q: 3 clusters Score -2680507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2680506.250000 Penalty: 3318.315186
	Iteration 33Q: 3 clusters Score -2680506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2680507.250000 Penalty: 3318.315186
	Iteration 34Q: 3 clusters Score -2680507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2680509.000000 Penalty: 3318.315186
	Iteration 35Q: 3 clusters Score -2680509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2680510.750000 Penalty: 3318.315186
	Iteration 36Q: 3 clusters Score -2680511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2680510.750000 Penalty: 3318.315186
	Iteration 37F: 3 clusters Score -2680511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1024507.937500 Penalty: 1501.846069
	Iteration 0F: 2 clusters Score -1024508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1017185.750000 Penalty: 3003.692139
	Iteration 0F: 3 clusters Score -1017186 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1019569.125000 Penalty: 3003.692139
	Iteration 1F: 3 clusters Score -1019569 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1019866.437500 Penalty: 3003.692139
	Iteration 2F: 3 clusters Score -1019866 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1020121.937500 Penalty: 3003.692139
	Iteration 3F: 3 clusters Score -1020122 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1020370.000000 Penalty: 3003.692139
	Iteration 4F: 3 clusters Score -1020370 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1020617.125000 Penalty: 3003.692139
	Iteration 5Q: 3 clusters Score -1020617 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1020890.687500 Penalty: 3003.692139
	Iteration 6Q: 3 clusters Score -1020891 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1021189.687500 Penalty: 3003.692139
	Iteration 7Q: 3 clusters Score -1021190 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1021533.062500 Penalty: 3003.692139
	Iteration 8Q: 3 clusters Score -1021533 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1021925.125000 Penalty: 3003.692139
	Iteration 9Q: 3 clusters Score -1021925 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1022352.750000 Penalty: 3003.692139
	Iteration 10Q: 3 clusters Score -1022353 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1022707.000000 Penalty: 3003.692139
	Iteration 11Q: 3 clusters Score -1022707 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1022897.937500 Penalty: 3003.692139
	Iteration 12Q: 3 clusters Score -1022898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1023013.625000 Penalty: 3003.692139
	Iteration 13Q: 3 clusters Score -1023014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1023076.000000 Penalty: 3003.692139
	Iteration 14Q: 3 clusters Score -1023076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1023138.375000 Penalty: 3003.692139
	Iteration 15Q: 3 clusters Score -1023138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1023165.937500 Penalty: 3003.692139
	Iteration 16Q: 3 clusters Score -1023166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1023177.062500 Penalty: 3003.692139
	Iteration 17Q: 3 clusters Score -1023177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1023191.250000 Penalty: 3003.692139
	Iteration 18Q: 3 clusters Score -1023191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1023198.125000 Penalty: 3003.692139
	Iteration 19Q: 3 clusters Score -1023198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1023206.625000 Penalty: 3003.692139
	Iteration 20F: 3 clusters Score -1023207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1023212.750000 Penalty: 3003.692139
	Iteration 21Q: 3 clusters Score -1023213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1023215.375000 Penalty: 3003.692139
	Iteration 22Q: 3 clusters Score -1023215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1023223.812500 Penalty: 3003.692139
	Iteration 23Q: 3 clusters Score -1023224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1023234.312500 Penalty: 3003.692139
	Iteration 24Q: 3 clusters Score -1023234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1023239.062500 Penalty: 3003.692139
	Iteration 25Q: 3 clusters Score -1023239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1023239.125000 Penalty: 3003.692139
	Iteration 26Q: 3 clusters Score -1023239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1023239.875000 Penalty: 3003.692139
	Iteration 27Q: 3 clusters Score -1023240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1023243.875000 Penalty: 3003.692139
	Iteration 28Q: 3 clusters Score -1023244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1023247.812500 Penalty: 3003.692139
	Iteration 29Q: 3 clusters Score -1023248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1023253.375000 Penalty: 3003.692139
	Iteration 30Q: 3 clusters Score -1023253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1023257.187500 Penalty: 3003.692139
	Iteration 31Q: 3 clusters Score -1023257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1023257.750000 Penalty: 3003.692139
	Iteration 32Q: 3 clusters Score -1023258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1023258.187500 Penalty: 3003.692139
	Iteration 33Q: 3 clusters Score -1023258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1023260.375000 Penalty: 3003.692139
	Iteration 34Q: 3 clusters Score -1023260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1023261.187500 Penalty: 3003.692139
	Iteration 35Q: 3 clusters Score -1023261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1023261.187500 Penalty: 3003.692139
	Iteration 36F: 3 clusters Score -1023261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -204702.015625 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -204702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -202352.109375 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -202352.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -202928.421875 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -202928.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -203127.453125 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -203127.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -203335.046875 Penalty: 2526.418213
	Iteration 3F: 3 clusters Score -203335 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -203564.187500 Penalty: 2526.418213
	Iteration 4F: 3 clusters Score -203564.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -203834.359375 Penalty: 2526.418213
	Iteration 5F: 3 clusters Score -203834.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -204087.984375 Penalty: 2526.418213
	Iteration 6F: 3 clusters Score -204088 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -204315.000000 Penalty: 2526.418213
	Iteration 7F: 3 clusters Score -204315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -204486.968750 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -204487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -204584.062500 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -204584.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -204616.500000 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -204616.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -204632.703125 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -204632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -204638.546875 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -204638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -204641.781250 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -204641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -204644.953125 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -204645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -204645.937500 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -204645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -204645.937500 Penalty: 2526.418213
	Iteration 16F: 3 clusters Score -204645.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -666505.062500 Penalty: 1446.538452
	Iteration 0F: 2 clusters Score -666505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -661094.812500 Penalty: 2893.076904
	Iteration 0F: 3 clusters Score -661094.8 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -662735.125000 Penalty: 2893.076904
	Iteration 1F: 3 clusters Score -662735.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -663022.750000 Penalty: 2893.076904
	Iteration 2F: 3 clusters Score -663022.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -663251.500000 Penalty: 2893.076904
	Iteration 3F: 3 clusters Score -663251.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -663470.687500 Penalty: 2893.076904
	Iteration 4F: 3 clusters Score -663470.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -663691.000000 Penalty: 2893.076904
	Iteration 5Q: 3 clusters Score -663691 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -663939.687500 Penalty: 2893.076904
	Iteration 6F: 3 clusters Score -663939.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -664239.875000 Penalty: 2893.076904
	Iteration 7F: 3 clusters Score -664239.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -664540.437500 Penalty: 2893.076904
	Iteration 8F: 3 clusters Score -664540.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -664826.250000 Penalty: 2893.076904
	Iteration 9Q: 3 clusters Score -664826.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -665034.062500 Penalty: 2893.076904
	Iteration 10Q: 3 clusters Score -665034.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -665165.437500 Penalty: 2893.076904
	Iteration 11Q: 3 clusters Score -665165.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -665270.937500 Penalty: 2893.076904
	Iteration 12Q: 3 clusters Score -665270.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -665357.875000 Penalty: 2893.076904
	Iteration 13Q: 3 clusters Score -665357.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -665434.187500 Penalty: 2893.076904
	Iteration 14Q: 3 clusters Score -665434.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -665502.625000 Penalty: 2893.076904
	Iteration 15Q: 3 clusters Score -665502.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -665558.437500 Penalty: 2893.076904
	Iteration 16Q: 3 clusters Score -665558.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -665600.000000 Penalty: 2893.076904
	Iteration 17Q: 3 clusters Score -665600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -665644.687500 Penalty: 2893.076904
	Iteration 18Q: 3 clusters Score -665644.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -665694.625000 Penalty: 2893.076904
	Iteration 19Q: 3 clusters Score -665694.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -665745.500000 Penalty: 2893.076904
	Iteration 20F: 3 clusters Score -665745.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -665794.062500 Penalty: 2893.076904
	Iteration 21Q: 3 clusters Score -665794.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -665840.437500 Penalty: 2893.076904
	Iteration 22Q: 3 clusters Score -665840.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -665887.500000 Penalty: 2893.076904
	Iteration 23Q: 3 clusters Score -665887.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -665923.250000 Penalty: 2893.076904
	Iteration 24Q: 3 clusters Score -665923.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -665947.062500 Penalty: 2893.076904
	Iteration 25Q: 3 clusters Score -665947.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -665959.437500 Penalty: 2893.076904
	Iteration 26Q: 3 clusters Score -665959.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -665974.625000 Penalty: 2893.076904
	Iteration 27Q: 3 clusters Score -665974.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -665989.687500 Penalty: 2893.076904
	Iteration 28Q: 3 clusters Score -665989.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -666000.375000 Penalty: 2893.076904
	Iteration 29Q: 3 clusters Score -666000.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -666010.062500 Penalty: 2893.076904
	Iteration 30Q: 3 clusters Score -666010.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -666020.875000 Penalty: 2893.076904
	Iteration 31Q: 3 clusters Score -666020.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -666031.062500 Penalty: 2893.076904
	Iteration 32Q: 3 clusters Score -666031.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -666042.187500 Penalty: 2893.076904
	Iteration 33Q: 3 clusters Score -666042.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -666055.625000 Penalty: 2893.076904
	Iteration 34Q: 3 clusters Score -666055.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -666076.437500 Penalty: 2893.076904
	Iteration 35Q: 3 clusters Score -666076.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -666105.500000 Penalty: 2893.076904
	Iteration 36Q: 3 clusters Score -666105.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -666124.875000 Penalty: 2893.076904
	Iteration 37Q: 3 clusters Score -666124.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -666140.062500 Penalty: 2893.076904
	Iteration 38Q: 3 clusters Score -666140.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -666149.000000 Penalty: 2893.076904
	Iteration 39Q: 3 clusters Score -666149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -666157.187500 Penalty: 2893.076904
	Iteration 40F: 3 clusters Score -666157.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -666164.250000 Penalty: 2893.076904
	Iteration 41Q: 3 clusters Score -666164.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -666173.687500 Penalty: 2893.076904
	Iteration 42Q: 3 clusters Score -666173.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -666184.937500 Penalty: 2893.076904
	Iteration 43Q: 3 clusters Score -666184.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -666192.937500 Penalty: 2893.076904
	Iteration 44Q: 3 clusters Score -666192.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -666196.812500 Penalty: 2893.076904
	Iteration 45Q: 3 clusters Score -666196.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -666198.000000 Penalty: 2893.076904
	Iteration 46Q: 3 clusters Score -666198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -666205.250000 Penalty: 2893.076904
	Iteration 47Q: 3 clusters Score -666205.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -666211.187500 Penalty: 2893.076904
	Iteration 48Q: 3 clusters Score -666211.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -666222.312500 Penalty: 2893.076904
	Iteration 49Q: 3 clusters Score -666222.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -666229.750000 Penalty: 2893.076904
	Iteration 50Q: 3 clusters Score -666229.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -666236.062500 Penalty: 2893.076904
	Iteration 51Q: 3 clusters Score -666236.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -666245.000000 Penalty: 2893.076904
	Iteration 52Q: 3 clusters Score -666245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -666252.687500 Penalty: 2893.076904
	Iteration 53Q: 3 clusters Score -666252.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -666257.375000 Penalty: 2893.076904
	Iteration 54Q: 3 clusters Score -666257.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -666262.125000 Penalty: 2893.076904
	Iteration 55Q: 3 clusters Score -666262.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -666266.437500 Penalty: 2893.076904
	Iteration 56Q: 3 clusters Score -666266.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666268.687500 Penalty: 2893.076904
	Iteration 57Q: 3 clusters Score -666268.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -666270.000000 Penalty: 2893.076904
	Iteration 58Q: 3 clusters Score -666270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -666272.187500 Penalty: 2893.076904
	Iteration 59Q: 3 clusters Score -666272.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -666274.250000 Penalty: 2893.076904
	Iteration 60F: 3 clusters Score -666274.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -666278.937500 Penalty: 2893.076904
	Iteration 61Q: 3 clusters Score -666278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -666279.000000 Penalty: 2893.076904
	Iteration 62Q: 3 clusters Score -666279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -666279.062500 Penalty: 2893.076904
	Iteration 63Q: 3 clusters Score -666279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -666278.437500 Penalty: 2893.076904
	Iteration 64Q: 3 clusters Score -666278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -666280.812500 Penalty: 2893.076904
	Iteration 65Q: 3 clusters Score -666280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -666282.937500 Penalty: 2893.076904
	Iteration 66Q: 3 clusters Score -666282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -666281.937500 Penalty: 2893.076904
	Iteration 67Q: 3 clusters Score -666281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -666282.625000 Penalty: 2893.076904
	Iteration 68Q: 3 clusters Score -666282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -666282.187500 Penalty: 2893.076904
	Iteration 69Q: 3 clusters Score -666282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -666282.437500 Penalty: 2893.076904
	Iteration 70Q: 3 clusters Score -666282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -666283.687500 Penalty: 2893.076904
	Iteration 71Q: 3 clusters Score -666283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -666284.812500 Penalty: 2893.076904
	Iteration 72Q: 3 clusters Score -666284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -666284.062500 Penalty: 2893.076904
	Iteration 73Q: 3 clusters Score -666284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -666284.062500 Penalty: 2893.076904
	Iteration 74F: 3 clusters Score -666284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -288863.687500 Penalty: 1307.720215
	Iteration 0F: 2 clusters Score -288863.7 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 1573 members 
Entering Unmasked Estep 
Score: -286071.937500 Penalty: 2615.440430
	Iteration 0F: 3 clusters Score -286071.9 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -286750.531250 Penalty: 2615.440430
	Iteration 1F: 3 clusters Score -286750.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -286899.312500 Penalty: 2615.440430
	Iteration 2F: 3 clusters Score -286899.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -287011.812500 Penalty: 2615.440430
	Iteration 3F: 3 clusters Score -287011.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -287107.750000 Penalty: 2615.440430
	Iteration 4Q: 3 clusters Score -287107.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -287203.625000 Penalty: 2615.440430
	Iteration 5Q: 3 clusters Score -287203.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -287283.000000 Penalty: 2615.440430
	Iteration 6Q: 3 clusters Score -287283 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -287350.187500 Penalty: 2615.440430
	Iteration 7Q: 3 clusters Score -287350.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -287418.250000 Penalty: 2615.440430
	Iteration 8Q: 3 clusters Score -287418.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -287473.437500 Penalty: 2615.440430
	Iteration 9Q: 3 clusters Score -287473.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -287512.593750 Penalty: 2615.440430
	Iteration 10Q: 3 clusters Score -287512.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -287539.218750 Penalty: 2615.440430
	Iteration 11Q: 3 clusters Score -287539.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -287558.843750 Penalty: 2615.440430
	Iteration 12Q: 3 clusters Score -287558.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -287574.031250 Penalty: 2615.440430
	Iteration 13Q: 3 clusters Score -287574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -287589.437500 Penalty: 2615.440430
	Iteration 14Q: 3 clusters Score -287589.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -287603.312500 Penalty: 2615.440430
	Iteration 15Q: 3 clusters Score -287603.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -287610.593750 Penalty: 2615.440430
	Iteration 16Q: 3 clusters Score -287610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -287613.781250 Penalty: 2615.440430
	Iteration 17Q: 3 clusters Score -287613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -287617.625000 Penalty: 2615.440430
	Iteration 18Q: 3 clusters Score -287617.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -287621.843750 Penalty: 2615.440430
	Iteration 19Q: 3 clusters Score -287621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -287623.531250 Penalty: 2615.440430
	Iteration 20F: 3 clusters Score -287623.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -287624.843750 Penalty: 2615.440430
	Iteration 21Q: 3 clusters Score -287624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -287626.218750 Penalty: 2615.440430
	Iteration 22Q: 3 clusters Score -287626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -287627.843750 Penalty: 2615.440430
	Iteration 23Q: 3 clusters Score -287627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -287629.781250 Penalty: 2615.440430
	Iteration 24Q: 3 clusters Score -287629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -287630.687500 Penalty: 2615.440430
	Iteration 25Q: 3 clusters Score -287630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -287630.843750 Penalty: 2615.440430
	Iteration 26Q: 3 clusters Score -287630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -287631.406250 Penalty: 2615.440430
	Iteration 27Q: 3 clusters Score -287631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -287631.406250 Penalty: 2615.440430
	Iteration 28F: 3 clusters Score -287631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Entering Unmasked Estep 
Score: -708380.062500 Penalty: 1467.124512
	Iteration 0F: 2 clusters Score -708380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -702232.687500 Penalty: 2934.249023
	Iteration 0F: 3 clusters Score -702232.7 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -704322.750000 Penalty: 2934.249023
	Iteration 1F: 3 clusters Score -704322.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -704693.437500 Penalty: 2934.249023
	Iteration 2F: 3 clusters Score -704693.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -705037.312500 Penalty: 2934.249023
	Iteration 3F: 3 clusters Score -705037.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -705349.125000 Penalty: 2934.249023
	Iteration 4F: 3 clusters Score -705349.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -705725.750000 Penalty: 2934.249023
	Iteration 5F: 3 clusters Score -705725.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -706073.937500 Penalty: 2934.249023
	Iteration 6F: 3 clusters Score -706073.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -706338.250000 Penalty: 2934.249023
	Iteration 7Q: 3 clusters Score -706338.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -706570.812500 Penalty: 2934.249023
	Iteration 8Q: 3 clusters Score -706570.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -706783.937500 Penalty: 2934.249023
	Iteration 9Q: 3 clusters Score -706783.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -706994.812500 Penalty: 2934.249023
	Iteration 10Q: 3 clusters Score -706994.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -707165.375000 Penalty: 2934.249023
	Iteration 11Q: 3 clusters Score -707165.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -707315.375000 Penalty: 2934.249023
	Iteration 12Q: 3 clusters Score -707315.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -707427.000000 Penalty: 2934.249023
	Iteration 13Q: 3 clusters Score -707427 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -707510.750000 Penalty: 2934.249023
	Iteration 14Q: 3 clusters Score -707510.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -707578.500000 Penalty: 2934.249023
	Iteration 15Q: 3 clusters Score -707578.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -707627.500000 Penalty: 2934.249023
	Iteration 16Q: 3 clusters Score -707627.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -707663.437500 Penalty: 2934.249023
	Iteration 17Q: 3 clusters Score -707663.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -707697.937500 Penalty: 2934.249023
	Iteration 18Q: 3 clusters Score -707697.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -707719.375000 Penalty: 2934.249023
	Iteration 19Q: 3 clusters Score -707719.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -707744.000000 Penalty: 2934.249023
	Iteration 20F: 3 clusters Score -707744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -707756.500000 Penalty: 2934.249023
	Iteration 21Q: 3 clusters Score -707756.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -707763.937500 Penalty: 2934.249023
	Iteration 22Q: 3 clusters Score -707763.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -707770.375000 Penalty: 2934.249023
	Iteration 23Q: 3 clusters Score -707770.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -707774.437500 Penalty: 2934.249023
	Iteration 24Q: 3 clusters Score -707774.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -707773.437500 Penalty: 2934.249023
	Iteration 25Q: 3 clusters Score -707773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -707775.750000 Penalty: 2934.249023
	Iteration 26Q: 3 clusters Score -707775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -707775.250000 Penalty: 2934.249023
	Iteration 27Q: 3 clusters Score -707775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -707776.375000 Penalty: 2934.249023
	Iteration 28Q: 3 clusters Score -707776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -707775.500000 Penalty: 2934.249023
	Iteration 29Q: 3 clusters Score -707775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -707775.500000 Penalty: 2934.249023
	Iteration 30F: 3 clusters Score -707775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Entering Unmasked Estep 
Score: -2038480.875000 Penalty: 1619.130005
	Iteration 0F: 2 clusters Score -2038481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2024020.500000 Penalty: 3238.260010
	Iteration 0F: 3 clusters Score -2024020 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2029148.000000 Penalty: 3238.260010
	Iteration 1F: 3 clusters Score -2029148 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2029461.125000 Penalty: 3238.260010
	Iteration 2Q: 3 clusters Score -2029461 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2029723.875000 Penalty: 3238.260010
	Iteration 3Q: 3 clusters Score -2029724 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2029965.250000 Penalty: 3238.260010
	Iteration 4Q: 3 clusters Score -2029965 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2030242.250000 Penalty: 3238.260010
	Iteration 5Q: 3 clusters Score -2030242 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2030576.500000 Penalty: 3238.260010
	Iteration 6Q: 3 clusters Score -2030576 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2031010.125000 Penalty: 3238.260010
	Iteration 7Q: 3 clusters Score -2031010 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2031554.250000 Penalty: 3238.260010
	Iteration 8F: 3 clusters Score -2031554 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2032192.375000 Penalty: 3238.260010
	Iteration 9F: 3 clusters Score -2032192 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2032851.125000 Penalty: 3238.260010
	Iteration 10F: 3 clusters Score -2032851 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2033576.125000 Penalty: 3238.260010
	Iteration 11F: 3 clusters Score -2033576 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2034290.125000 Penalty: 3238.260010
	Iteration 12Q: 3 clusters Score -2034290 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2035017.500000 Penalty: 3238.260010
	Iteration 13Q: 3 clusters Score -2035018 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2035586.375000 Penalty: 3238.260010
	Iteration 14Q: 3 clusters Score -2035586 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2035997.125000 Penalty: 3238.260010
	Iteration 15Q: 3 clusters Score -2035997 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2036285.125000 Penalty: 3238.260010
	Iteration 16Q: 3 clusters Score -2036285 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2036488.625000 Penalty: 3238.260010
	Iteration 17Q: 3 clusters Score -2036489 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2036638.750000 Penalty: 3238.260010
	Iteration 18Q: 3 clusters Score -2036639 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2036750.750000 Penalty: 3238.260010
	Iteration 19Q: 3 clusters Score -2036751 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2036826.125000 Penalty: 3238.260010
	Iteration 20F: 3 clusters Score -2036826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2036884.375000 Penalty: 3238.260010
	Iteration 21Q: 3 clusters Score -2036884 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2036930.750000 Penalty: 3238.260010
	Iteration 22Q: 3 clusters Score -2036931 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2036964.875000 Penalty: 3238.260010
	Iteration 23Q: 3 clusters Score -2036965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2036995.375000 Penalty: 3238.260010
	Iteration 24Q: 3 clusters Score -2036995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2037027.500000 Penalty: 3238.260010
	Iteration 25Q: 3 clusters Score -2037028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2037042.000000 Penalty: 3238.260010
	Iteration 26Q: 3 clusters Score -2037042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2037062.125000 Penalty: 3238.260010
	Iteration 27Q: 3 clusters Score -2037062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2037071.500000 Penalty: 3238.260010
	Iteration 28Q: 3 clusters Score -2037072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2037095.250000 Penalty: 3238.260010
	Iteration 29Q: 3 clusters Score -2037095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2037106.250000 Penalty: 3238.260010
	Iteration 30Q: 3 clusters Score -2037106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2037118.875000 Penalty: 3238.260010
	Iteration 31Q: 3 clusters Score -2037119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2037126.375000 Penalty: 3238.260010
	Iteration 32Q: 3 clusters Score -2037126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2037136.875000 Penalty: 3238.260010
	Iteration 33Q: 3 clusters Score -2037137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2037143.875000 Penalty: 3238.260010
	Iteration 34Q: 3 clusters Score -2037144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2037149.500000 Penalty: 3238.260010
	Iteration 35Q: 3 clusters Score -2037150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2037151.250000 Penalty: 3238.260010
	Iteration 36Q: 3 clusters Score -2037151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2037154.125000 Penalty: 3238.260010
	Iteration 37Q: 3 clusters Score -2037154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2037164.125000 Penalty: 3238.260010
	Iteration 38Q: 3 clusters Score -2037164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2037166.250000 Penalty: 3238.260010
	Iteration 39Q: 3 clusters Score -2037166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2037167.375000 Penalty: 3238.260010
	Iteration 40F: 3 clusters Score -2037167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2037170.750000 Penalty: 3238.260010
	Iteration 41Q: 3 clusters Score -2037171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2037174.625000 Penalty: 3238.260010
	Iteration 42Q: 3 clusters Score -2037175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2037177.875000 Penalty: 3238.260010
	Iteration 43Q: 3 clusters Score -2037178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2037181.625000 Penalty: 3238.260010
	Iteration 44Q: 3 clusters Score -2037182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2037177.500000 Penalty: 3238.260010
	Iteration 45Q: 3 clusters Score -2037178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2037187.125000 Penalty: 3238.260010
	Iteration 46Q: 3 clusters Score -2037187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2037186.000000 Penalty: 3238.260010
	Iteration 47Q: 3 clusters Score -2037186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2037185.375000 Penalty: 3238.260010
	Iteration 48Q: 3 clusters Score -2037185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2037187.750000 Penalty: 3238.260010
	Iteration 49Q: 3 clusters Score -2037188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2037190.375000 Penalty: 3238.260010
	Iteration 50Q: 3 clusters Score -2037190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2037189.750000 Penalty: 3238.260010
	Iteration 51Q: 3 clusters Score -2037190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2037194.875000 Penalty: 3238.260010
	Iteration 52Q: 3 clusters Score -2037195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2037200.625000 Penalty: 3238.260010
	Iteration 53Q: 3 clusters Score -2037201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2037204.625000 Penalty: 3238.260010
	Iteration 54Q: 3 clusters Score -2037205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2037213.000000 Penalty: 3238.260010
	Iteration 55Q: 3 clusters Score -2037213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2037215.750000 Penalty: 3238.260010
	Iteration 56Q: 3 clusters Score -2037216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2037216.750000 Penalty: 3238.260010
	Iteration 57Q: 3 clusters Score -2037217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2037213.625000 Penalty: 3238.260010
	Iteration 58Q: 3 clusters Score -2037214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2037214.750000 Penalty: 3238.260010
	Iteration 59Q: 3 clusters Score -2037215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2037214.750000 Penalty: 3238.260010
	Iteration 60F: 3 clusters Score -2037215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2037214.750000 Penalty: 3238.260010
	Iteration 61Q: 3 clusters Score -2037215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2037215.125000 Penalty: 3238.260010
	Iteration 62Q: 3 clusters Score -2037215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2037218.250000 Penalty: 3238.260010
	Iteration 63Q: 3 clusters Score -2037218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2037224.750000 Penalty: 3238.260010
	Iteration 64Q: 3 clusters Score -2037225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2037223.250000 Penalty: 3238.260010
	Iteration 65Q: 3 clusters Score -2037223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2037227.500000 Penalty: 3238.260010
	Iteration 66Q: 3 clusters Score -2037228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2037230.875000 Penalty: 3238.260010
	Iteration 67Q: 3 clusters Score -2037231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2037228.625000 Penalty: 3238.260010
	Iteration 68Q: 3 clusters Score -2037229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2037231.375000 Penalty: 3238.260010
	Iteration 69Q: 3 clusters Score -2037231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2037231.000000 Penalty: 3238.260010
	Iteration 70Q: 3 clusters Score -2037231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2037232.375000 Penalty: 3238.260010
	Iteration 71Q: 3 clusters Score -2037232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2037237.625000 Penalty: 3238.260010
	Iteration 72Q: 3 clusters Score -2037238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2037239.875000 Penalty: 3238.260010
	Iteration 73Q: 3 clusters Score -2037240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2037239.500000 Penalty: 3238.260010
	Iteration 74Q: 3 clusters Score -2037240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2037241.125000 Penalty: 3238.260010
	Iteration 75Q: 3 clusters Score -2037241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2037249.000000 Penalty: 3238.260010
	Iteration 76Q: 3 clusters Score -2037249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2037251.375000 Penalty: 3238.260010
	Iteration 77Q: 3 clusters Score -2037251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2037249.750000 Penalty: 3238.260010
	Iteration 78Q: 3 clusters Score -2037250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2037249.500000 Penalty: 3238.260010
	Iteration 79Q: 3 clusters Score -2037250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2037250.000000 Penalty: 3238.260010
	Iteration 80F: 3 clusters Score -2037250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -109439.632812 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -109439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107852.773438 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -107852.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108166.507812 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -108166.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108244.773438 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -108244.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108294.468750 Penalty: 2299.363037
	Iteration 3Q: 3 clusters Score -108294.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108325.851562 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -108325.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -108347.812500 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -108347.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108367.085938 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -108367.1 nChanged 13
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: -108376.125000 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -108376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108387.007812 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -108387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108396.585938 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -108396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -108408.156250 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -108408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108414.460938 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -108414.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -108418.132812 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -108418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108421.320312 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -108421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -108422.367188 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -108422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -108422.367188 Penalty: 2299.363037
	Iteration 15F: 3 clusters Score -108422.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Entering Unmasked Estep 
Score: -2238684.000000 Penalty: 1629.865967
	Iteration 0F: 2 clusters Score -2238684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2223694.750000 Penalty: 3259.731934
	Iteration 0F: 3 clusters Score -2223695 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2229259.000000 Penalty: 3259.731934
	Iteration 1F: 3 clusters Score -2229259 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2229598.000000 Penalty: 3259.731934
	Iteration 2Q: 3 clusters Score -2229598 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2230021.000000 Penalty: 3259.731934
	Iteration 3Q: 3 clusters Score -2230021 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2230722.500000 Penalty: 3259.731934
	Iteration 4F: 3 clusters Score -2230722 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2231792.750000 Penalty: 3259.731934
	Iteration 5F: 3 clusters Score -2231793 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2233219.000000 Penalty: 3259.731934
	Iteration 6F: 3 clusters Score -2233219 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2234988.750000 Penalty: 3259.731934
	Iteration 7F: 3 clusters Score -2234989 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2236347.750000 Penalty: 3259.731934
	Iteration 8F: 3 clusters Score -2236348 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2237057.500000 Penalty: 3259.731934
	Iteration 9Q: 3 clusters Score -2237058 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2237320.000000 Penalty: 3259.731934
	Iteration 10Q: 3 clusters Score -2237320 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2237430.500000 Penalty: 3259.731934
	Iteration 11Q: 3 clusters Score -2237430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2237493.250000 Penalty: 3259.731934
	Iteration 12Q: 3 clusters Score -2237493 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2237545.500000 Penalty: 3259.731934
	Iteration 13Q: 3 clusters Score -2237546 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2237573.500000 Penalty: 3259.731934
	Iteration 14Q: 3 clusters Score -2237574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2237592.750000 Penalty: 3259.731934
	Iteration 15Q: 3 clusters Score -2237593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2237603.250000 Penalty: 3259.731934
	Iteration 16Q: 3 clusters Score -2237603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2237616.250000 Penalty: 3259.731934
	Iteration 17Q: 3 clusters Score -2237616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2237626.750000 Penalty: 3259.731934
	Iteration 18Q: 3 clusters Score -2237627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2237632.750000 Penalty: 3259.731934
	Iteration 19Q: 3 clusters Score -2237633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2237646.250000 Penalty: 3259.731934
	Iteration 20F: 3 clusters Score -2237646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2237649.750000 Penalty: 3259.731934
	Iteration 21Q: 3 clusters Score -2237650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2237651.750000 Penalty: 3259.731934
	Iteration 22Q: 3 clusters Score -2237652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2237659.500000 Penalty: 3259.731934
	Iteration 23Q: 3 clusters Score -2237660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2237658.750000 Penalty: 3259.731934
	Iteration 24Q: 3 clusters Score -2237659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2237661.500000 Penalty: 3259.731934
	Iteration 25Q: 3 clusters Score -2237662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2237660.000000 Penalty: 3259.731934
	Iteration 26Q: 3 clusters Score -2237660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2237663.250000 Penalty: 3259.731934
	Iteration 27Q: 3 clusters Score -2237663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2237666.250000 Penalty: 3259.731934
	Iteration 28Q: 3 clusters Score -2237666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2237668.250000 Penalty: 3259.731934
	Iteration 29Q: 3 clusters Score -2237668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2237668.500000 Penalty: 3259.731934
	Iteration 30Q: 3 clusters Score -2237668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2237667.750000 Penalty: 3259.731934
	Iteration 31Q: 3 clusters Score -2237668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2237669.500000 Penalty: 3259.731934
	Iteration 32Q: 3 clusters Score -2237670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2237670.000000 Penalty: 3259.731934
	Iteration 33Q: 3 clusters Score -2237670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2237666.000000 Penalty: 3259.731934
	Iteration 34Q: 3 clusters Score -2237666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2237664.750000 Penalty: 3259.731934
	Iteration 35Q: 3 clusters Score -2237665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2237668.000000 Penalty: 3259.731934
	Iteration 36Q: 3 clusters Score -2237668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2237668.000000 Penalty: 3259.731934
	Iteration 37Q: 3 clusters Score -2237668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2237668.250000 Penalty: 3259.731934
	Iteration 38Q: 3 clusters Score -2237668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2237669.750000 Penalty: 3259.731934
	Iteration 39Q: 3 clusters Score -2237670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2237669.500000 Penalty: 3259.731934
	Iteration 40F: 3 clusters Score -2237670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2237667.250000 Penalty: 3259.731934
	Iteration 41Q: 3 clusters Score -2237667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2237665.500000 Penalty: 3259.731934
	Iteration 42Q: 3 clusters Score -2237666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2237665.500000 Penalty: 3259.731934
	Iteration 43F: 3 clusters Score -2237666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Entering Unmasked Estep 
Score: -804336.937500 Penalty: 1467.863525
	Iteration 0F: 2 clusters Score -804336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -798183.312500 Penalty: 2935.727051
	Iteration 0F: 3 clusters Score -798183.3 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -800071.500000 Penalty: 2935.727051
	Iteration 1F: 3 clusters Score -800071.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -800353.625000 Penalty: 2935.727051
	Iteration 2F: 3 clusters Score -800353.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -800621.875000 Penalty: 2935.727051
	Iteration 3F: 3 clusters Score -800621.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -800900.312500 Penalty: 2935.727051
	Iteration 4Q: 3 clusters Score -800900.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -801173.500000 Penalty: 2935.727051
	Iteration 5F: 3 clusters Score -801173.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -801390.000000 Penalty: 2935.727051
	Iteration 6Q: 3 clusters Score -801390 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -801574.625000 Penalty: 2935.727051
	Iteration 7Q: 3 clusters Score -801574.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -801767.312500 Penalty: 2935.727051
	Iteration 8Q: 3 clusters Score -801767.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -801954.812500 Penalty: 2935.727051
	Iteration 9Q: 3 clusters Score -801954.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -802135.250000 Penalty: 2935.727051
	Iteration 10Q: 3 clusters Score -802135.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -802314.125000 Penalty: 2935.727051
	Iteration 11Q: 3 clusters Score -802314.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -802447.812500 Penalty: 2935.727051
	Iteration 12Q: 3 clusters Score -802447.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -802551.500000 Penalty: 2935.727051
	Iteration 13Q: 3 clusters Score -802551.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -802650.250000 Penalty: 2935.727051
	Iteration 14Q: 3 clusters Score -802650.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -802730.875000 Penalty: 2935.727051
	Iteration 15Q: 3 clusters Score -802730.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -802814.062500 Penalty: 2935.727051
	Iteration 16Q: 3 clusters Score -802814.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -802878.750000 Penalty: 2935.727051
	Iteration 17Q: 3 clusters Score -802878.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -802942.875000 Penalty: 2935.727051
	Iteration 18Q: 3 clusters Score -802942.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -803007.187500 Penalty: 2935.727051
	Iteration 19Q: 3 clusters Score -803007.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -803060.500000 Penalty: 2935.727051
	Iteration 20F: 3 clusters Score -803060.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -803095.125000 Penalty: 2935.727051
	Iteration 21Q: 3 clusters Score -803095.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -803119.312500 Penalty: 2935.727051
	Iteration 22Q: 3 clusters Score -803119.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -803141.062500 Penalty: 2935.727051
	Iteration 23Q: 3 clusters Score -803141.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -803157.375000 Penalty: 2935.727051
	Iteration 24Q: 3 clusters Score -803157.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -803172.875000 Penalty: 2935.727051
	Iteration 25Q: 3 clusters Score -803172.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -803186.187500 Penalty: 2935.727051
	Iteration 26Q: 3 clusters Score -803186.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -803199.562500 Penalty: 2935.727051
	Iteration 27Q: 3 clusters Score -803199.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -803208.000000 Penalty: 2935.727051
	Iteration 28Q: 3 clusters Score -803208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -803219.250000 Penalty: 2935.727051
	Iteration 29Q: 3 clusters Score -803219.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -803229.062500 Penalty: 2935.727051
	Iteration 30Q: 3 clusters Score -803229.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -803238.250000 Penalty: 2935.727051
	Iteration 31Q: 3 clusters Score -803238.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -803243.062500 Penalty: 2935.727051
	Iteration 32Q: 3 clusters Score -803243.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -803246.312500 Penalty: 2935.727051
	Iteration 33Q: 3 clusters Score -803246.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -803247.250000 Penalty: 2935.727051
	Iteration 34Q: 3 clusters Score -803247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -803248.375000 Penalty: 2935.727051
	Iteration 35Q: 3 clusters Score -803248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -803248.625000 Penalty: 2935.727051
	Iteration 36Q: 3 clusters Score -803248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -803250.500000 Penalty: 2935.727051
	Iteration 37Q: 3 clusters Score -803250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -803251.375000 Penalty: 2935.727051
	Iteration 38Q: 3 clusters Score -803251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -803250.937500 Penalty: 2935.727051
	Iteration 39Q: 3 clusters Score -803250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -803252.187500 Penalty: 2935.727051
	Iteration 40F: 3 clusters Score -803252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -803252.125000 Penalty: 2935.727051
	Iteration 41Q: 3 clusters Score -803252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -803252.125000 Penalty: 2935.727051
	Iteration 42F: 3 clusters Score -803252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -527597.437500 Penalty: 1407.150269
	Iteration 0F: 2 clusters Score -527597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -523138.281250 Penalty: 2814.300537
	Iteration 0F: 3 clusters Score -523138.3 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -524430.750000 Penalty: 2814.300537
	Iteration 1F: 3 clusters Score -524430.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -524696.000000 Penalty: 2814.300537
	Iteration 2F: 3 clusters Score -524696 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -524950.250000 Penalty: 2814.300537
	Iteration 3F: 3 clusters Score -524950.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -525246.500000 Penalty: 2814.300537
	Iteration 4F: 3 clusters Score -525246.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -525606.250000 Penalty: 2814.300537
	Iteration 5F: 3 clusters Score -525606.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -525989.250000 Penalty: 2814.300537
	Iteration 6F: 3 clusters Score -525989.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -526270.562500 Penalty: 2814.300537
	Iteration 7F: 3 clusters Score -526270.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -526437.937500 Penalty: 2814.300537
	Iteration 8Q: 3 clusters Score -526437.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -526534.687500 Penalty: 2814.300537
	Iteration 9Q: 3 clusters Score -526534.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -526595.187500 Penalty: 2814.300537
	Iteration 10Q: 3 clusters Score -526595.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -526636.437500 Penalty: 2814.300537
	Iteration 11Q: 3 clusters Score -526636.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -526673.750000 Penalty: 2814.300537
	Iteration 12Q: 3 clusters Score -526673.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -526709.437500 Penalty: 2814.300537
	Iteration 13Q: 3 clusters Score -526709.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -526736.625000 Penalty: 2814.300537
	Iteration 14Q: 3 clusters Score -526736.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -526754.625000 Penalty: 2814.300537
	Iteration 15Q: 3 clusters Score -526754.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -526769.875000 Penalty: 2814.300537
	Iteration 16Q: 3 clusters Score -526769.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -526779.062500 Penalty: 2814.300537
	Iteration 17Q: 3 clusters Score -526779.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -526784.937500 Penalty: 2814.300537
	Iteration 18Q: 3 clusters Score -526784.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -526787.750000 Penalty: 2814.300537
	Iteration 19Q: 3 clusters Score -526787.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -526791.000000 Penalty: 2814.300537
	Iteration 20F: 3 clusters Score -526791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -526794.875000 Penalty: 2814.300537
	Iteration 21Q: 3 clusters Score -526794.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -526799.312500 Penalty: 2814.300537
	Iteration 22Q: 3 clusters Score -526799.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -526802.500000 Penalty: 2814.300537
	Iteration 23Q: 3 clusters Score -526802.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -526809.000000 Penalty: 2814.300537
	Iteration 24Q: 3 clusters Score -526809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -526814.687500 Penalty: 2814.300537
	Iteration 25Q: 3 clusters Score -526814.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -526819.562500 Penalty: 2814.300537
	Iteration 26Q: 3 clusters Score -526819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -526822.875000 Penalty: 2814.300537
	Iteration 27Q: 3 clusters Score -526822.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -526824.000000 Penalty: 2814.300537
	Iteration 28Q: 3 clusters Score -526824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -526824.250000 Penalty: 2814.300537
	Iteration 29Q: 3 clusters Score -526824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -526824.250000 Penalty: 2814.300537
	Iteration 30Q: 3 clusters Score -526824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -526824.000000 Penalty: 2814.300537
	Iteration 31Q: 3 clusters Score -526824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -526824.125000 Penalty: 2814.300537
	Iteration 32Q: 3 clusters Score -526824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -526824.187500 Penalty: 2814.300537
	Iteration 33Q: 3 clusters Score -526824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -526824.625000 Penalty: 2814.300537
	Iteration 34Q: 3 clusters Score -526824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -526825.562500 Penalty: 2814.300537
	Iteration 35Q: 3 clusters Score -526825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -526825.812500 Penalty: 2814.300537
	Iteration 36Q: 3 clusters Score -526825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -526825.812500 Penalty: 2814.300537
	Iteration 37F: 3 clusters Score -526825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Entering Unmasked Estep 
Score: -977500.812500 Penalty: 1506.776245
	Iteration 0F: 2 clusters Score -977500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -969927.687500 Penalty: 3013.552490
	Iteration 0F: 3 clusters Score -969927.7 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -972499.187500 Penalty: 3013.552490
	Iteration 1F: 3 clusters Score -972499.2 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -973099.687500 Penalty: 3013.552490
	Iteration 2F: 3 clusters Score -973099.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -973878.937500 Penalty: 3013.552490
	Iteration 3F: 3 clusters Score -973878.9 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -974624.625000 Penalty: 3013.552490
	Iteration 4F: 3 clusters Score -974624.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -975220.562500 Penalty: 3013.552490
	Iteration 5F: 3 clusters Score -975220.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -975658.937500 Penalty: 3013.552490
	Iteration 6F: 3 clusters Score -975658.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -976028.062500 Penalty: 3013.552490
	Iteration 7Q: 3 clusters Score -976028.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -976319.375000 Penalty: 3013.552490
	Iteration 8Q: 3 clusters Score -976319.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -976528.375000 Penalty: 3013.552490
	Iteration 9Q: 3 clusters Score -976528.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -976677.125000 Penalty: 3013.552490
	Iteration 10Q: 3 clusters Score -976677.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -976786.437500 Penalty: 3013.552490
	Iteration 11Q: 3 clusters Score -976786.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -976856.437500 Penalty: 3013.552490
	Iteration 12Q: 3 clusters Score -976856.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -976915.125000 Penalty: 3013.552490
	Iteration 13Q: 3 clusters Score -976915.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -976943.437500 Penalty: 3013.552490
	Iteration 14Q: 3 clusters Score -976943.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -976964.375000 Penalty: 3013.552490
	Iteration 15Q: 3 clusters Score -976964.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -976978.562500 Penalty: 3013.552490
	Iteration 16Q: 3 clusters Score -976978.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -976992.687500 Penalty: 3013.552490
	Iteration 17Q: 3 clusters Score -976992.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -977002.312500 Penalty: 3013.552490
	Iteration 18Q: 3 clusters Score -977002.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -977005.687500 Penalty: 3013.552490
	Iteration 19Q: 3 clusters Score -977005.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -977009.000000 Penalty: 3013.552490
	Iteration 20F: 3 clusters Score -977009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -977014.500000 Penalty: 3013.552490
	Iteration 21Q: 3 clusters Score -977014.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -977015.625000 Penalty: 3013.552490
	Iteration 22Q: 3 clusters Score -977015.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -977019.312500 Penalty: 3013.552490
	Iteration 23Q: 3 clusters Score -977019.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -977023.937500 Penalty: 3013.552490
	Iteration 24Q: 3 clusters Score -977023.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -977028.062500 Penalty: 3013.552490
	Iteration 25Q: 3 clusters Score -977028.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -977032.312500 Penalty: 3013.552490
	Iteration 26Q: 3 clusters Score -977032.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -977030.937500 Penalty: 3013.552490
	Iteration 27Q: 3 clusters Score -977030.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -977032.625000 Penalty: 3013.552490
	Iteration 28Q: 3 clusters Score -977032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -977033.062500 Penalty: 3013.552490
	Iteration 29Q: 3 clusters Score -977033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -977036.375000 Penalty: 3013.552490
	Iteration 30Q: 3 clusters Score -977036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -977034.250000 Penalty: 3013.552490
	Iteration 31Q: 3 clusters Score -977034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -977035.437500 Penalty: 3013.552490
	Iteration 32Q: 3 clusters Score -977035.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -977038.687500 Penalty: 3013.552490
	Iteration 33Q: 3 clusters Score -977038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -977039.125000 Penalty: 3013.552490
	Iteration 34Q: 3 clusters Score -977039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -977039.687500 Penalty: 3013.552490
	Iteration 35Q: 3 clusters Score -977039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -977039.375000 Penalty: 3013.552490
	Iteration 36Q: 3 clusters Score -977039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -977039.375000 Penalty: 3013.552490
	Iteration 37F: 3 clusters Score -977039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Entering Unmasked Estep 
Score: -1812362.250000 Penalty: 1603.012817
	Iteration 0F: 2 clusters Score -1812362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1799190.500000 Penalty: 3206.025635
	Iteration 0F: 3 clusters Score -1799190 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1803947.250000 Penalty: 3206.025635
	Iteration 1F: 3 clusters Score -1803947 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1804246.125000 Penalty: 3206.025635
	Iteration 2Q: 3 clusters Score -1804246 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1804535.000000 Penalty: 3206.025635
	Iteration 3Q: 3 clusters Score -1804535 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1804781.875000 Penalty: 3206.025635
	Iteration 4Q: 3 clusters Score -1804782 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1805029.000000 Penalty: 3206.025635
	Iteration 5Q: 3 clusters Score -1805029 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1805257.875000 Penalty: 3206.025635
	Iteration 6Q: 3 clusters Score -1805258 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1805478.500000 Penalty: 3206.025635
	Iteration 7Q: 3 clusters Score -1805478 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1805698.875000 Penalty: 3206.025635
	Iteration 8Q: 3 clusters Score -1805699 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1805947.875000 Penalty: 3206.025635
	Iteration 9Q: 3 clusters Score -1805948 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1806206.625000 Penalty: 3206.025635
	Iteration 10Q: 3 clusters Score -1806207 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1806458.000000 Penalty: 3206.025635
	Iteration 11Q: 3 clusters Score -1806458 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1806698.250000 Penalty: 3206.025635
	Iteration 12Q: 3 clusters Score -1806698 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1806943.125000 Penalty: 3206.025635
	Iteration 13Q: 3 clusters Score -1806943 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1807196.375000 Penalty: 3206.025635
	Iteration 14Q: 3 clusters Score -1807196 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1807479.250000 Penalty: 3206.025635
	Iteration 15Q: 3 clusters Score -1807479 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1807808.750000 Penalty: 3206.025635
	Iteration 16Q: 3 clusters Score -1807809 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1808134.500000 Penalty: 3206.025635
	Iteration 17Q: 3 clusters Score -1808134 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1808469.250000 Penalty: 3206.025635
	Iteration 18Q: 3 clusters Score -1808469 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1808826.375000 Penalty: 3206.025635
	Iteration 19Q: 3 clusters Score -1808826 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1809215.125000 Penalty: 3206.025635
	Iteration 20F: 3 clusters Score -1809215 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1809635.000000 Penalty: 3206.025635
	Iteration 21Q: 3 clusters Score -1809635 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1809992.125000 Penalty: 3206.025635
	Iteration 22Q: 3 clusters Score -1809992 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1810267.000000 Penalty: 3206.025635
	Iteration 23Q: 3 clusters Score -1810267 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1810489.250000 Penalty: 3206.025635
	Iteration 24Q: 3 clusters Score -1810489 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1810641.250000 Penalty: 3206.025635
	Iteration 25Q: 3 clusters Score -1810641 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1810759.250000 Penalty: 3206.025635
	Iteration 26Q: 3 clusters Score -1810759 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1810832.875000 Penalty: 3206.025635
	Iteration 27Q: 3 clusters Score -1810833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1810874.500000 Penalty: 3206.025635
	Iteration 28Q: 3 clusters Score -1810874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1810906.500000 Penalty: 3206.025635
	Iteration 29Q: 3 clusters Score -1810906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1810930.250000 Penalty: 3206.025635
	Iteration 30Q: 3 clusters Score -1810930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1810944.250000 Penalty: 3206.025635
	Iteration 31Q: 3 clusters Score -1810944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1810950.750000 Penalty: 3206.025635
	Iteration 32Q: 3 clusters Score -1810951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1810955.375000 Penalty: 3206.025635
	Iteration 33Q: 3 clusters Score -1810955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1810964.750000 Penalty: 3206.025635
	Iteration 34Q: 3 clusters Score -1810965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1810968.750000 Penalty: 3206.025635
	Iteration 35Q: 3 clusters Score -1810969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1810975.500000 Penalty: 3206.025635
	Iteration 36Q: 3 clusters Score -1810976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1810984.625000 Penalty: 3206.025635
	Iteration 37Q: 3 clusters Score -1810985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1810989.500000 Penalty: 3206.025635
	Iteration 38Q: 3 clusters Score -1810990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1810991.750000 Penalty: 3206.025635
	Iteration 39Q: 3 clusters Score -1810992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1810994.625000 Penalty: 3206.025635
	Iteration 40F: 3 clusters Score -1810995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -92746.156250 Penalty: 1128.883667
	Iteration 0F: 2 clusters Score -92746.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -91262.398438 Penalty: 2257.767334
	Iteration 0F: 3 clusters Score -91262.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91513.789062 Penalty: 2257.767334
	Iteration 1F: 3 clusters Score -91513.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -91580.726562 Penalty: 2257.767334
	Iteration 2F: 3 clusters Score -91580.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91613.890625 Penalty: 2257.767334
	Iteration 3Q: 3 clusters Score -91613.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91645.117188 Penalty: 2257.767334
	Iteration 4Q: 3 clusters Score -91645.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91674.757812 Penalty: 2257.767334
	Iteration 5Q: 3 clusters Score -91674.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91694.015625 Penalty: 2257.767334
	Iteration 6Q: 3 clusters Score -91694.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91706.953125 Penalty: 2257.767334
	Iteration 7Q: 3 clusters Score -91706.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91720.234375 Penalty: 2257.767334
	Iteration 8Q: 3 clusters Score -91720.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91728.742188 Penalty: 2257.767334
	Iteration 9Q: 3 clusters Score -91728.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -91741.726562 Penalty: 2257.767334
	Iteration 10Q: 3 clusters Score -91741.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91751.007812 Penalty: 2257.767334
	Iteration 11Q: 3 clusters Score -91751.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91756.242188 Penalty: 2257.767334
	Iteration 12Q: 3 clusters Score -91756.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91768.312500 Penalty: 2257.767334
	Iteration 13Q: 3 clusters Score -91768.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91774.953125 Penalty: 2257.767334
	Iteration 14Q: 3 clusters Score -91774.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91783.546875 Penalty: 2257.767334
	Iteration 15Q: 3 clusters Score -91783.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91786.062500 Penalty: 2257.767334
	Iteration 16Q: 3 clusters Score -91786.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -91789.906250 Penalty: 2257.767334
	Iteration 17Q: 3 clusters Score -91789.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91794.218750 Penalty: 2257.767334
	Iteration 18Q: 3 clusters Score -91794.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91796.265625 Penalty: 2257.767334
	Iteration 19Q: 3 clusters Score -91796.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -91800.234375 Penalty: 2257.767334
	Iteration 20F: 3 clusters Score -91800.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -91802.679688 Penalty: 2257.767334
	Iteration 21Q: 3 clusters Score -91802.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91804.968750 Penalty: 2257.767334
	Iteration 22Q: 3 clusters Score -91804.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91807.242188 Penalty: 2257.767334
	Iteration 23Q: 3 clusters Score -91807.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -91809.914062 Penalty: 2257.767334
	Iteration 24Q: 3 clusters Score -91809.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -91809.914062 Penalty: 2257.767334
	Iteration 25F: 3 clusters Score -91809.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -107007.960938 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -107008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105437.734375 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -105437.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105757.257812 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -105757.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105888.859375 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -105888.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106008.750000 Penalty: 2309.646973
	Iteration 3F: 3 clusters Score -106008.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106133.695312 Penalty: 2309.646973
	Iteration 4F: 3 clusters Score -106133.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106237.554688 Penalty: 2309.646973
	Iteration 5F: 3 clusters Score -106237.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106320.250000 Penalty: 2309.646973
	Iteration 6F: 3 clusters Score -106320.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -106388.390625 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -106388.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -106442.625000 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -106442.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106469.343750 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -106469.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106477.500000 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -106477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106478.226562 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -106478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106479.828125 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -106479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106480.968750 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -106481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106480.968750 Penalty: 2309.646973
	Iteration 14F: 3 clusters Score -106481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -77484.367188 Penalty: 1098.379028
	Iteration 0F: 2 clusters Score -77484.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76114.648438 Penalty: 2196.758057
	Iteration 0F: 3 clusters Score -76114.65 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76343.718750 Penalty: 2196.758057
	Iteration 1F: 3 clusters Score -76343.72 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76447.328125 Penalty: 2196.758057
	Iteration 2F: 3 clusters Score -76447.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76519.789062 Penalty: 2196.758057
	Iteration 3Q: 3 clusters Score -76519.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76586.859375 Penalty: 2196.758057
	Iteration 4Q: 3 clusters Score -76586.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76652.203125 Penalty: 2196.758057
	Iteration 5Q: 3 clusters Score -76652.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76728.812500 Penalty: 2196.758057
	Iteration 6Q: 3 clusters Score -76728.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76822.468750 Penalty: 2196.758057
	Iteration 7Q: 3 clusters Score -76822.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76942.257812 Penalty: 2196.758057
	Iteration 8Q: 3 clusters Score -76942.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77022.601562 Penalty: 2196.758057
	Iteration 9Q: 3 clusters Score -77022.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77116.984375 Penalty: 2196.758057
	Iteration 10Q: 3 clusters Score -77116.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77206.210938 Penalty: 2196.758057
	Iteration 11Q: 3 clusters Score -77206.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -77283.320312 Penalty: 2196.758057
	Iteration 12Q: 3 clusters Score -77283.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -77338.734375 Penalty: 2196.758057
	Iteration 13Q: 3 clusters Score -77338.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -77366.937500 Penalty: 2196.758057
	Iteration 14Q: 3 clusters Score -77366.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77377.312500 Penalty: 2196.758057
	Iteration 15Q: 3 clusters Score -77377.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -77380.609375 Penalty: 2196.758057
	Iteration 16Q: 3 clusters Score -77380.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -77386.914062 Penalty: 2196.758057
	Iteration 17Q: 3 clusters Score -77386.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77387.437500 Penalty: 2196.758057
	Iteration 18Q: 3 clusters Score -77387.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77387.437500 Penalty: 2196.758057
	Iteration 19F: 3 clusters Score -77387.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -182605.031250 Penalty: 1258.281372
	Iteration 0F: 2 clusters Score -182605 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 1181 members 
Entering Unmasked Estep 
Score: -180345.656250 Penalty: 2516.562744
	Iteration 0F: 3 clusters Score -180345.7 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -181014.468750 Penalty: 2516.562744
	Iteration 1F: 3 clusters Score -181014.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -181336.218750 Penalty: 2516.562744
	Iteration 2F: 3 clusters Score -181336.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -181645.546875 Penalty: 2516.562744
	Iteration 3F: 3 clusters Score -181645.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -181879.968750 Penalty: 2516.562744
	Iteration 4F: 3 clusters Score -181880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -182074.625000 Penalty: 2516.562744
	Iteration 5F: 3 clusters Score -182074.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -182198.250000 Penalty: 2516.562744
	Iteration 6Q: 3 clusters Score -182198.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -182257.468750 Penalty: 2516.562744
	Iteration 7Q: 3 clusters Score -182257.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -182301.078125 Penalty: 2516.562744
	Iteration 8Q: 3 clusters Score -182301.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -182337.734375 Penalty: 2516.562744
	Iteration 9Q: 3 clusters Score -182337.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -182370.000000 Penalty: 2516.562744
	Iteration 10Q: 3 clusters Score -182370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -182406.656250 Penalty: 2516.562744
	Iteration 11Q: 3 clusters Score -182406.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -182430.171875 Penalty: 2516.562744
	Iteration 12Q: 3 clusters Score -182430.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -182450.046875 Penalty: 2516.562744
	Iteration 13Q: 3 clusters Score -182450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -182457.281250 Penalty: 2516.562744
	Iteration 14Q: 3 clusters Score -182457.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -182465.171875 Penalty: 2516.562744
	Iteration 15Q: 3 clusters Score -182465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -182473.718750 Penalty: 2516.562744
	Iteration 16Q: 3 clusters Score -182473.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -182479.875000 Penalty: 2516.562744
	Iteration 17Q: 3 clusters Score -182479.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -182488.609375 Penalty: 2516.562744
	Iteration 18Q: 3 clusters Score -182488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -182499.859375 Penalty: 2516.562744
	Iteration 19Q: 3 clusters Score -182499.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -182511.906250 Penalty: 2516.562744
	Iteration 20F: 3 clusters Score -182511.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -182518.937500 Penalty: 2516.562744
	Iteration 21Q: 3 clusters Score -182518.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -182524.078125 Penalty: 2516.562744
	Iteration 22Q: 3 clusters Score -182524.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -182531.218750 Penalty: 2516.562744
	Iteration 23Q: 3 clusters Score -182531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -182537.484375 Penalty: 2516.562744
	Iteration 24Q: 3 clusters Score -182537.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -182546.250000 Penalty: 2516.562744
	Iteration 25Q: 3 clusters Score -182546.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -182559.750000 Penalty: 2516.562744
	Iteration 26Q: 3 clusters Score -182559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -182578.687500 Penalty: 2516.562744
	Iteration 27Q: 3 clusters Score -182578.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -182595.390625 Penalty: 2516.562744
	Iteration 28Q: 3 clusters Score -182595.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -182609.937500 Penalty: 2516.562744
	Iteration 29Q: 3 clusters Score -182609.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -182626.875000 Penalty: 2516.562744
	Iteration 30Q: 3 clusters Score -182626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -182635.765625 Penalty: 2516.562744
	Iteration 31Q: 3 clusters Score -182635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -182642.703125 Penalty: 2516.562744
	Iteration 32Q: 3 clusters Score -182642.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -182654.250000 Penalty: 2516.562744
	Iteration 33Q: 3 clusters Score -182654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -182663.156250 Penalty: 2516.562744
	Iteration 34Q: 3 clusters Score -182663.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -182670.703125 Penalty: 2516.562744
	Iteration 35Q: 3 clusters Score -182670.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -182679.531250 Penalty: 2516.562744
	Iteration 36Q: 3 clusters Score -182679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -182685.671875 Penalty: 2516.562744
	Iteration 37Q: 3 clusters Score -182685.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -182693.187500 Penalty: 2516.562744
	Iteration 38Q: 3 clusters Score -182693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -182706.468750 Penalty: 2516.562744
	Iteration 39Q: 3 clusters Score -182706.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -182727.109375 Penalty: 2516.562744
	Iteration 40F: 3 clusters Score -182727.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -182743.671875 Penalty: 2516.562744
	Iteration 41Q: 3 clusters Score -182743.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -182774.468750 Penalty: 2516.562744
	Iteration 42Q: 3 clusters Score -182774.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -182851.125000 Penalty: 2516.562744
	Iteration 43Q: 3 clusters Score -182851.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -182943.765625 Penalty: 2516.562744
	Iteration 44Q: 3 clusters Score -182943.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -183020.203125 Penalty: 2516.562744
	Iteration 45Q: 3 clusters Score -183020.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -183059.140625 Penalty: 2516.562744
	Iteration 46Q: 3 clusters Score -183059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -183069.234375 Penalty: 2516.562744
	Iteration 47Q: 3 clusters Score -183069.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -183076.031250 Penalty: 2516.562744
	Iteration 48Q: 3 clusters Score -183076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -183082.250000 Penalty: 2516.562744
	Iteration 49Q: 3 clusters Score -183082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -183088.421875 Penalty: 2516.562744
	Iteration 50Q: 3 clusters Score -183088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -183088.578125 Penalty: 2516.562744
	Iteration 51Q: 3 clusters Score -183088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -183088.578125 Penalty: 2516.562744
	Iteration 52F: 3 clusters Score -183088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 25555 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 34994 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8337 members 
Mstep: Class 26 contains 21245 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 22696 members 
Mstep: Class 29 contains 8375 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1220 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 1035 members 
Mstep: Class 37 contains 5040 members 
Mstep: Class 38 contains 5508 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1590 members 
Mstep: Class 41 contains 27413 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 1552 members 
Mstep: Class 44 contains 1679 members 
Mstep: Class 45 contains 1271 members 
Entering Unmasked Estep 
Score: -49764160.000000 Penalty: 96567.195312
Splitting cluster 36 changes total score from -49760880.000000 to -49764160.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 37 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -477777.843750 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -477777.8 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 2514 members 
Entering Unmasked Estep 
Score: -473865.937500 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -473865.9 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -474934.250000 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -474934.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -475095.093750 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -475095.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -475186.125000 Penalty: 2770.677490
	Iteration 3Q: 3 clusters Score -475186.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -475250.250000 Penalty: 2770.677490
	Iteration 4Q: 3 clusters Score -475250.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -475297.656250 Penalty: 2770.677490
	Iteration 5Q: 3 clusters Score -475297.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -475331.187500 Penalty: 2770.677490
	Iteration 6Q: 3 clusters Score -475331.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -475359.406250 Penalty: 2770.677490
	Iteration 7Q: 3 clusters Score -475359.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -475378.062500 Penalty: 2770.677490
	Iteration 8Q: 3 clusters Score -475378.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -475391.125000 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -475391.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -475403.218750 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -475403.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -475412.812500 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -475412.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -475420.406250 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -475420.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -475430.562500 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -475430.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -475440.593750 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -475440.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -475448.687500 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -475448.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -475457.750000 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -475457.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -475466.875000 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -475466.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -475471.406250 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -475471.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -475476.687500 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -475476.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -475481.437500 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -475481.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -475488.250000 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -475488.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -475491.562500 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -475491.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -475496.625000 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -475496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -475499.937500 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -475499.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -475506.000000 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -475506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -475512.687500 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -475512.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -475521.781250 Penalty: 2770.677490
	Iteration 27Q: 3 clusters Score -475521.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -475530.281250 Penalty: 2770.677490
	Iteration 28Q: 3 clusters Score -475530.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -475537.281250 Penalty: 2770.677490
	Iteration 29Q: 3 clusters Score -475537.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -475542.250000 Penalty: 2770.677490
	Iteration 30Q: 3 clusters Score -475542.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -475547.812500 Penalty: 2770.677490
	Iteration 31Q: 3 clusters Score -475547.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -475552.750000 Penalty: 2770.677490
	Iteration 32Q: 3 clusters Score -475552.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -475558.406250 Penalty: 2770.677490
	Iteration 33Q: 3 clusters Score -475558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -475566.500000 Penalty: 2770.677490
	Iteration 34Q: 3 clusters Score -475566.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -475577.750000 Penalty: 2770.677490
	Iteration 35Q: 3 clusters Score -475577.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -475588.968750 Penalty: 2770.677490
	Iteration 36Q: 3 clusters Score -475589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -475600.937500 Penalty: 2770.677490
	Iteration 37Q: 3 clusters Score -475600.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -475613.968750 Penalty: 2770.677490
	Iteration 38Q: 3 clusters Score -475614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -475629.375000 Penalty: 2770.677490
	Iteration 39Q: 3 clusters Score -475629.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -475644.687500 Penalty: 2770.677490
	Iteration 40F: 3 clusters Score -475644.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -475670.406250 Penalty: 2770.677490
	Iteration 41Q: 3 clusters Score -475670.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -475705.843750 Penalty: 2770.677490
	Iteration 42Q: 3 clusters Score -475705.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -475750.718750 Penalty: 2770.677490
	Iteration 43Q: 3 clusters Score -475750.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -475798.250000 Penalty: 2770.677490
	Iteration 44Q: 3 clusters Score -475798.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -475853.875000 Penalty: 2770.677490
	Iteration 45Q: 3 clusters Score -475853.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -475908.062500 Penalty: 2770.677490
	Iteration 46Q: 3 clusters Score -475908.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -475979.125000 Penalty: 2770.677490
	Iteration 47Q: 3 clusters Score -475979.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -476056.593750 Penalty: 2770.677490
	Iteration 48Q: 3 clusters Score -476056.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -476141.968750 Penalty: 2770.677490
	Iteration 49Q: 3 clusters Score -476142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -476216.250000 Penalty: 2770.677490
	Iteration 50Q: 3 clusters Score -476216.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -476274.843750 Penalty: 2770.677490
	Iteration 51Q: 3 clusters Score -476274.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -476321.968750 Penalty: 2770.677490
	Iteration 52Q: 3 clusters Score -476322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -476364.187500 Penalty: 2770.677490
	Iteration 53Q: 3 clusters Score -476364.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -476405.187500 Penalty: 2770.677490
	Iteration 54Q: 3 clusters Score -476405.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -476432.687500 Penalty: 2770.677490
	Iteration 55Q: 3 clusters Score -476432.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -476455.406250 Penalty: 2770.677490
	Iteration 56Q: 3 clusters Score -476455.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -476474.125000 Penalty: 2770.677490
	Iteration 57Q: 3 clusters Score -476474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -476489.875000 Penalty: 2770.677490
	Iteration 58Q: 3 clusters Score -476489.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -476499.562500 Penalty: 2770.677490
	Iteration 59Q: 3 clusters Score -476499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -476506.343750 Penalty: 2770.677490
	Iteration 60F: 3 clusters Score -476506.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -476516.187500 Penalty: 2770.677490
	Iteration 61Q: 3 clusters Score -476516.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -476522.718750 Penalty: 2770.677490
	Iteration 62Q: 3 clusters Score -476522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -476522.812500 Penalty: 2770.677490
	Iteration 63Q: 3 clusters Score -476522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -476527.125000 Penalty: 2770.677490
	Iteration 64Q: 3 clusters Score -476527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -476529.687500 Penalty: 2770.677490
	Iteration 65Q: 3 clusters Score -476529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -476535.250000 Penalty: 2770.677490
	Iteration 66Q: 3 clusters Score -476535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -476537.875000 Penalty: 2770.677490
	Iteration 67Q: 3 clusters Score -476537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -476542.875000 Penalty: 2770.677490
	Iteration 68Q: 3 clusters Score -476542.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -476546.562500 Penalty: 2770.677490
	Iteration 69Q: 3 clusters Score -476546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -476549.062500 Penalty: 2770.677490
	Iteration 70Q: 3 clusters Score -476549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -476554.718750 Penalty: 2770.677490
	Iteration 71Q: 3 clusters Score -476554.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -476563.031250 Penalty: 2770.677490
	Iteration 72Q: 3 clusters Score -476563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -476567.843750 Penalty: 2770.677490
	Iteration 73Q: 3 clusters Score -476567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -476569.843750 Penalty: 2770.677490
	Iteration 74Q: 3 clusters Score -476569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -476575.000000 Penalty: 2770.677490
	Iteration 75Q: 3 clusters Score -476575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -476582.593750 Penalty: 2770.677490
	Iteration 76Q: 3 clusters Score -476582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -476585.968750 Penalty: 2770.677490
	Iteration 77Q: 3 clusters Score -476586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -476589.500000 Penalty: 2770.677490
	Iteration 78Q: 3 clusters Score -476589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -476592.343750 Penalty: 2770.677490
	Iteration 79Q: 3 clusters Score -476592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -476593.250000 Penalty: 2770.677490
	Iteration 80F: 3 clusters Score -476593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -498381.593750 Penalty: 1399.767944
	Iteration 0F: 2 clusters Score -498381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -494113.343750 Penalty: 2799.535889
	Iteration 0F: 3 clusters Score -494113.3 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -495557.125000 Penalty: 2799.535889
	Iteration 1F: 3 clusters Score -495557.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -496168.000000 Penalty: 2799.535889
	Iteration 2F: 3 clusters Score -496168 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -496692.656250 Penalty: 2799.535889
	Iteration 3F: 3 clusters Score -496692.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -497091.187500 Penalty: 2799.535889
	Iteration 4F: 3 clusters Score -497091.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -497395.281250 Penalty: 2799.535889
	Iteration 5F: 3 clusters Score -497395.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -497649.750000 Penalty: 2799.535889
	Iteration 6F: 3 clusters Score -497649.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -497855.812500 Penalty: 2799.535889
	Iteration 7Q: 3 clusters Score -497855.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -498021.406250 Penalty: 2799.535889
	Iteration 8Q: 3 clusters Score -498021.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -498150.781250 Penalty: 2799.535889
	Iteration 9Q: 3 clusters Score -498150.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -498258.843750 Penalty: 2799.535889
	Iteration 10Q: 3 clusters Score -498258.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -498362.500000 Penalty: 2799.535889
	Iteration 11Q: 3 clusters Score -498362.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -498454.343750 Penalty: 2799.535889
	Iteration 12Q: 3 clusters Score -498454.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -498515.718750 Penalty: 2799.535889
	Iteration 13Q: 3 clusters Score -498515.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -498553.093750 Penalty: 2799.535889
	Iteration 14Q: 3 clusters Score -498553.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -498590.906250 Penalty: 2799.535889
	Iteration 15Q: 3 clusters Score -498590.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -498614.968750 Penalty: 2799.535889
	Iteration 16Q: 3 clusters Score -498615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -498627.312500 Penalty: 2799.535889
	Iteration 17Q: 3 clusters Score -498627.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -498638.468750 Penalty: 2799.535889
	Iteration 18Q: 3 clusters Score -498638.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -498650.968750 Penalty: 2799.535889
	Iteration 19Q: 3 clusters Score -498651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -498656.906250 Penalty: 2799.535889
	Iteration 20F: 3 clusters Score -498656.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -498659.593750 Penalty: 2799.535889
	Iteration 21Q: 3 clusters Score -498659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -498665.875000 Penalty: 2799.535889
	Iteration 22Q: 3 clusters Score -498665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -498670.500000 Penalty: 2799.535889
	Iteration 23Q: 3 clusters Score -498670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -498670.812500 Penalty: 2799.535889
	Iteration 24Q: 3 clusters Score -498670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -498672.562500 Penalty: 2799.535889
	Iteration 25Q: 3 clusters Score -498672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -498672.375000 Penalty: 2799.535889
	Iteration 26Q: 3 clusters Score -498672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -498673.937500 Penalty: 2799.535889
	Iteration 27Q: 3 clusters Score -498673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -498673.937500 Penalty: 2799.535889
	Iteration 28F: 3 clusters Score -498673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 25555 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 34994 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8337 members 
Mstep: Class 26 contains 21245 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 22696 members 
Mstep: Class 29 contains 8375 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1220 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 1035 members 
Mstep: Class 37 contains 5040 members 
Mstep: Class 38 contains 1023 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1590 members 
Mstep: Class 41 contains 27413 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 1552 members 
Mstep: Class 44 contains 1679 members 
Mstep: Class 45 contains 1271 members 
Mstep: Class 46 contains 4485 members 
Entering Unmasked Estep 
Score: -49763688.000000 Penalty: 98713.132812
Splitting cluster 38 changes total score from -49760880.000000 to -49763688.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -236940.390625 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -236940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234534.609375 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -234534.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -235163.218750 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -235163.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -235314.734375 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -235314.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -235429.593750 Penalty: 2555.811523
	Iteration 3Q: 3 clusters Score -235429.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -235540.984375 Penalty: 2555.811523
	Iteration 4Q: 3 clusters Score -235541 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -235676.171875 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -235676.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -235890.468750 Penalty: 2555.811523
	Iteration 6F: 3 clusters Score -235890.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -236199.906250 Penalty: 2555.811523
	Iteration 7F: 3 clusters Score -236199.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -236436.921875 Penalty: 2555.811523
	Iteration 8F: 3 clusters Score -236436.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -236532.390625 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -236532.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -236583.359375 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -236583.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -236601.640625 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -236601.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -236611.421875 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -236611.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -236616.718750 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -236616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -236618.312500 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -236618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -236618.734375 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -236618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -236619.984375 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -236620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -236620.531250 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -236620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -236620.531250 Penalty: 2555.811523
	Iteration 18F: 3 clusters Score -236620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -143762.515625 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -143762.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141884.015625 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -141884 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -142287.421875 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -142287.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -142384.968750 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -142385 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142451.281250 Penalty: 2395.734131
	Iteration 3Q: 3 clusters Score -142451.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -142486.343750 Penalty: 2395.734131
	Iteration 4Q: 3 clusters Score -142486.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142503.937500 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -142503.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -142518.968750 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -142519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -142524.859375 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -142524.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142531.921875 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -142531.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -142539.187500 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -142539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -142542.203125 Penalty: 2395.734131
	Iteration 10Q: 3 clusters Score -142542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -142547.296875 Penalty: 2395.734131
	Iteration 11Q: 3 clusters Score -142547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -142551.390625 Penalty: 2395.734131
	Iteration 12Q: 3 clusters Score -142551.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -142554.781250 Penalty: 2395.734131
	Iteration 13Q: 3 clusters Score -142554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -142558.578125 Penalty: 2395.734131
	Iteration 14Q: 3 clusters Score -142558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -142560.203125 Penalty: 2395.734131
	Iteration 15Q: 3 clusters Score -142560.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -142565.531250 Penalty: 2395.734131
	Iteration 16Q: 3 clusters Score -142565.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142573.328125 Penalty: 2395.734131
	Iteration 17Q: 3 clusters Score -142573.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -142577.375000 Penalty: 2395.734131
	Iteration 18Q: 3 clusters Score -142577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -142583.687500 Penalty: 2395.734131
	Iteration 19Q: 3 clusters Score -142583.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -142591.484375 Penalty: 2395.734131
	Iteration 20F: 3 clusters Score -142591.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -142600.890625 Penalty: 2395.734131
	Iteration 21Q: 3 clusters Score -142600.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -142604.687500 Penalty: 2395.734131
	Iteration 22Q: 3 clusters Score -142604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -142607.093750 Penalty: 2395.734131
	Iteration 23Q: 3 clusters Score -142607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -142607.734375 Penalty: 2395.734131
	Iteration 24Q: 3 clusters Score -142607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -142609.468750 Penalty: 2395.734131
	Iteration 25Q: 3 clusters Score -142609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -142611.703125 Penalty: 2395.734131
	Iteration 26Q: 3 clusters Score -142611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -142612.828125 Penalty: 2395.734131
	Iteration 27Q: 3 clusters Score -142612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -142614.484375 Penalty: 2395.734131
	Iteration 28Q: 3 clusters Score -142614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -142616.640625 Penalty: 2395.734131
	Iteration 29Q: 3 clusters Score -142616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -142618.984375 Penalty: 2395.734131
	Iteration 30Q: 3 clusters Score -142619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -142625.343750 Penalty: 2395.734131
	Iteration 31Q: 3 clusters Score -142625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -142630.046875 Penalty: 2395.734131
	Iteration 32Q: 3 clusters Score -142630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -142634.765625 Penalty: 2395.734131
	Iteration 33Q: 3 clusters Score -142634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -142641.031250 Penalty: 2395.734131
	Iteration 34Q: 3 clusters Score -142641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -142644.859375 Penalty: 2395.734131
	Iteration 35Q: 3 clusters Score -142644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -142645.656250 Penalty: 2395.734131
	Iteration 36Q: 3 clusters Score -142645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -142647.078125 Penalty: 2395.734131
	Iteration 37Q: 3 clusters Score -142647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -142649.531250 Penalty: 2395.734131
	Iteration 38Q: 3 clusters Score -142649.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -142653.078125 Penalty: 2395.734131
	Iteration 39Q: 3 clusters Score -142653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -142656.046875 Penalty: 2395.734131
	Iteration 40F: 3 clusters Score -142656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -142658.140625 Penalty: 2395.734131
	Iteration 41Q: 3 clusters Score -142658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -142659.218750 Penalty: 2395.734131
	Iteration 42Q: 3 clusters Score -142659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -142662.000000 Penalty: 2395.734131
	Iteration 43Q: 3 clusters Score -142662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -142665.390625 Penalty: 2395.734131
	Iteration 44Q: 3 clusters Score -142665.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -142670.328125 Penalty: 2395.734131
	Iteration 45Q: 3 clusters Score -142670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -142674.484375 Penalty: 2395.734131
	Iteration 46Q: 3 clusters Score -142674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -142677.531250 Penalty: 2395.734131
	Iteration 47Q: 3 clusters Score -142677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -142679.484375 Penalty: 2395.734131
	Iteration 48Q: 3 clusters Score -142679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -142679.984375 Penalty: 2395.734131
	Iteration 49Q: 3 clusters Score -142680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -142680.234375 Penalty: 2395.734131
	Iteration 50Q: 3 clusters Score -142680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -142681.703125 Penalty: 2395.734131
	Iteration 51Q: 3 clusters Score -142681.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -142681.703125 Penalty: 2395.734131
	Iteration 52F: 3 clusters Score -142681.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 25555 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 34994 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 8337 members 
Mstep: Class 26 contains 21245 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 22696 members 
Mstep: Class 29 contains 8375 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10641 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 1220 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 1035 members 
Mstep: Class 37 contains 5040 members 
Mstep: Class 38 contains 1023 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766288.000000 Penalty: 98713.132812
Iteration 119Q: 47 clusters Score -4.976629e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 25112 members 
Mstep: Class 3 contains 40499 members 
Mstep: Class 4 contains 36241 members 
Mstep: Class 5 contains 38283 members 
Mstep: Class 6 contains 16131 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 1368 members 
Mstep: Class 10 contains 38640 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 18637 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 29289 members 
Mstep: Class 15 contains 26017 members 
Mstep: Class 16 contains 1225 members 
Mstep: Class 17 contains 39698 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 27191 members 
Mstep: Class 21 contains 10315 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 7336 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 8317 members 
Mstep: Class 26 contains 21248 members 
Mstep: Class 27 contains 1179 members 
Mstep: Class 28 contains 22694 members 
Mstep: Class 29 contains 8398 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10663 members 
Mstep: Class 32 contains 19314 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 1213 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 1120 members 
Mstep: Class 37 contains 5049 members 
Mstep: Class 38 contains 1086 members 
Mstep: Class 39 contains 2601 members 
Mstep: Class 40 contains 1579 members 
Mstep: Class 41 contains 26113 members 
Mstep: Class 42 contains 3531 members 
Mstep: Class 43 contains 1503 members 
Mstep: Class 44 contains 1614 members 
Mstep: Class 45 contains 1220 members 
Mstep: Class 46 contains 4318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766692.000000 Penalty: 98713.132812
Iteration 120F: 47 clusters Score -4.976669e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 24848 members 
Mstep: Class 3 contains 40448 members 
Mstep: Class 4 contains 36548 members 
Mstep: Class 5 contains 38249 members 
Mstep: Class 6 contains 16052 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 1362 members 
Mstep: Class 10 contains 38639 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 18594 members 
Mstep: Class 13 contains 9763 members 
Mstep: Class 14 contains 29308 members 
Mstep: Class 15 contains 26081 members 
Mstep: Class 16 contains 1313 members 
Mstep: Class 17 contains 39611 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3640 members 
Mstep: Class 20 contains 27203 members 
Mstep: Class 21 contains 10303 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 7241 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 8103 members 
Mstep: Class 26 contains 21243 members 
Mstep: Class 27 contains 1191 members 
Mstep: Class 28 contains 22698 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 10575 members 
Mstep: Class 32 contains 19374 members 
Mstep: Class 33 contains 1050 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 835 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 5050 members 
Mstep: Class 38 contains 1116 members 
Mstep: Class 39 contains 2597 members 
Mstep: Class 40 contains 1571 members 
Mstep: Class 41 contains 26169 members 
Mstep: Class 42 contains 3744 members 
Mstep: Class 43 contains 1491 members 
Mstep: Class 44 contains 1667 members 
Mstep: Class 45 contains 1362 members 
Mstep: Class 46 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766820.000000 Penalty: 98713.132812
Iteration 121Q: 47 clusters Score -4.976682e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 24742 members 
Mstep: Class 3 contains 40420 members 
Mstep: Class 4 contains 36524 members 
Mstep: Class 5 contains 38243 members 
Mstep: Class 6 contains 16018 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 38627 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18555 members 
Mstep: Class 13 contains 9756 members 
Mstep: Class 14 contains 29498 members 
Mstep: Class 15 contains 26137 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 39565 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 27189 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 7191 members 
Mstep: Class 24 contains 3075 members 
Mstep: Class 25 contains 7951 members 
Mstep: Class 26 contains 21247 members 
Mstep: Class 27 contains 1213 members 
Mstep: Class 28 contains 22717 members 
Mstep: Class 29 contains 8272 members 
Mstep: Class 30 contains 5758 members 
Mstep: Class 31 contains 10536 members 
Mstep: Class 32 contains 19460 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 1181 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 1183 members 
Mstep: Class 37 contains 5051 members 
Mstep: Class 38 contains 1130 members 
Mstep: Class 39 contains 2598 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26137 members 
Mstep: Class 42 contains 3862 members 
Mstep: Class 43 contains 1483 members 
Mstep: Class 44 contains 1687 members 
Mstep: Class 45 contains 1422 members 
Mstep: Class 46 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767292.000000 Penalty: 98713.132812
Iteration 122Q: 47 clusters Score -4.976729e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 24696 members 
Mstep: Class 3 contains 40397 members 
Mstep: Class 4 contains 36393 members 
Mstep: Class 5 contains 38240 members 
Mstep: Class 6 contains 16005 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38616 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 18510 members 
Mstep: Class 13 contains 9750 members 
Mstep: Class 14 contains 29733 members 
Mstep: Class 15 contains 26157 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 39544 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3634 members 
Mstep: Class 20 contains 27166 members 
Mstep: Class 21 contains 10285 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 7161 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 7864 members 
Mstep: Class 26 contains 21256 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 22736 members 
Mstep: Class 29 contains 8226 members 
Mstep: Class 30 contains 5755 members 
Mstep: Class 31 contains 10510 members 
Mstep: Class 32 contains 19538 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 1174 members 
Mstep: Class 35 contains 813 members 
Mstep: Class 36 contains 1199 members 
Mstep: Class 37 contains 5055 members 
Mstep: Class 38 contains 1136 members 
Mstep: Class 39 contains 2598 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26101 members 
Mstep: Class 42 contains 3948 members 
Mstep: Class 43 contains 1481 members 
Mstep: Class 44 contains 1709 members 
Mstep: Class 45 contains 1452 members 
Mstep: Class 46 contains 4404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767836.000000 Penalty: 98713.132812
Iteration 123Q: 47 clusters Score -4.976784e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 24646 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 36239 members 
Mstep: Class 5 contains 38242 members 
Mstep: Class 6 contains 15987 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38614 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 18477 members 
Mstep: Class 13 contains 9746 members 
Mstep: Class 14 contains 30002 members 
Mstep: Class 15 contains 26148 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 39535 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 27139 members 
Mstep: Class 21 contains 10276 members 
Mstep: Class 22 contains 2599 members 
Mstep: Class 23 contains 7132 members 
Mstep: Class 24 contains 3051 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 21265 members 
Mstep: Class 27 contains 1236 members 
Mstep: Class 28 contains 22752 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 5754 members 
Mstep: Class 31 contains 10477 members 
Mstep: Class 32 contains 19628 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 1168 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1212 members 
Mstep: Class 37 contains 5057 members 
Mstep: Class 38 contains 1137 members 
Mstep: Class 39 contains 2601 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26083 members 
Mstep: Class 42 contains 4014 members 
Mstep: Class 43 contains 1483 members 
Mstep: Class 44 contains 1727 members 
Mstep: Class 45 contains 1469 members 
Mstep: Class 46 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768124.000000 Penalty: 98713.132812
Iteration 124Q: 47 clusters Score -4.976812e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 24622 members 
Mstep: Class 3 contains 40328 members 
Mstep: Class 4 contains 36036 members 
Mstep: Class 5 contains 38249 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 1645 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38618 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18440 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 14 contains 30290 members 
Mstep: Class 15 contains 26134 members 
Mstep: Class 16 contains 1474 members 
Mstep: Class 17 contains 39530 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 27111 members 
Mstep: Class 21 contains 10263 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 3044 members 
Mstep: Class 25 contains 7746 members 
Mstep: Class 26 contains 21275 members 
Mstep: Class 27 contains 1259 members 
Mstep: Class 28 contains 22762 members 
Mstep: Class 29 contains 8147 members 
Mstep: Class 30 contains 5749 members 
Mstep: Class 31 contains 10454 members 
Mstep: Class 32 contains 19716 members 
Mstep: Class 33 contains 1050 members 
Mstep: Class 34 contains 1160 members 
Mstep: Class 35 contains 806 members 
Mstep: Class 36 contains 1221 members 
Mstep: Class 37 contains 5060 members 
Mstep: Class 38 contains 1137 members 
Mstep: Class 39 contains 2601 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26081 members 
Mstep: Class 42 contains 4090 members 
Mstep: Class 43 contains 1487 members 
Mstep: Class 44 contains 1737 members 
Mstep: Class 45 contains 1481 members 
Mstep: Class 46 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768612.000000 Penalty: 98713.132812
Iteration 125Q: 47 clusters Score -4.976861e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 24593 members 
Mstep: Class 3 contains 40309 members 
Mstep: Class 4 contains 35836 members 
Mstep: Class 5 contains 38257 members 
Mstep: Class 6 contains 15941 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38620 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 14 contains 30592 members 
Mstep: Class 15 contains 26098 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 39524 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3607 members 
Mstep: Class 20 contains 27092 members 
Mstep: Class 21 contains 10261 members 
Mstep: Class 22 contains 2628 members 
Mstep: Class 23 contains 7076 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 21277 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 22760 members 
Mstep: Class 29 contains 8105 members 
Mstep: Class 30 contains 5746 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 19794 members 
Mstep: Class 33 contains 1050 members 
Mstep: Class 34 contains 1156 members 
Mstep: Class 35 contains 806 members 
Mstep: Class 36 contains 1228 members 
Mstep: Class 37 contains 5063 members 
Mstep: Class 38 contains 1137 members 
Mstep: Class 39 contains 2603 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26072 members 
Mstep: Class 42 contains 4149 members 
Mstep: Class 43 contains 1489 members 
Mstep: Class 44 contains 1740 members 
Mstep: Class 45 contains 1489 members 
Mstep: Class 46 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769268.000000 Penalty: 98713.132812
Iteration 126Q: 47 clusters Score -4.976927e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 24569 members 
Mstep: Class 3 contains 40291 members 
Mstep: Class 4 contains 35631 members 
Mstep: Class 5 contains 38264 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 1659 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38616 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 18392 members 
Mstep: Class 13 contains 9739 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 26043 members 
Mstep: Class 16 contains 1492 members 
Mstep: Class 17 contains 39525 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 27075 members 
Mstep: Class 21 contains 10258 members 
Mstep: Class 22 contains 2638 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 3030 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 22754 members 
Mstep: Class 29 contains 8075 members 
Mstep: Class 30 contains 5744 members 
Mstep: Class 31 contains 10419 members 
Mstep: Class 32 contains 19865 members 
Mstep: Class 33 contains 1048 members 
Mstep: Class 34 contains 1152 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 1232 members 
Mstep: Class 37 contains 5078 members 
Mstep: Class 38 contains 1135 members 
Mstep: Class 39 contains 2601 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26066 members 
Mstep: Class 42 contains 4193 members 
Mstep: Class 43 contains 1493 members 
Mstep: Class 44 contains 1746 members 
Mstep: Class 45 contains 1490 members 
Mstep: Class 46 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769708.000000 Penalty: 98713.132812
Iteration 127Q: 47 clusters Score -4.976971e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 24559 members 
Mstep: Class 3 contains 40284 members 
Mstep: Class 4 contains 35452 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15927 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38613 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 9736 members 
Mstep: Class 14 contains 31200 members 
Mstep: Class 15 contains 26001 members 
Mstep: Class 16 contains 1495 members 
Mstep: Class 17 contains 39532 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3586 members 
Mstep: Class 20 contains 27047 members 
Mstep: Class 21 contains 10250 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 3027 members 
Mstep: Class 25 contains 7656 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 22732 members 
Mstep: Class 29 contains 8046 members 
Mstep: Class 30 contains 5744 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 19932 members 
Mstep: Class 33 contains 1048 members 
Mstep: Class 34 contains 1147 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 1236 members 
Mstep: Class 37 contains 5093 members 
Mstep: Class 38 contains 1135 members 
Mstep: Class 39 contains 2603 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26054 members 
Mstep: Class 42 contains 4240 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 1755 members 
Mstep: Class 45 contains 1489 members 
Mstep: Class 46 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770056.000000 Penalty: 98713.132812
Iteration 128Q: 47 clusters Score -4.977006e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 24554 members 
Mstep: Class 3 contains 40276 members 
Mstep: Class 4 contains 35265 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15926 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38618 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 18352 members 
Mstep: Class 13 contains 9727 members 
Mstep: Class 14 contains 31489 members 
Mstep: Class 15 contains 25945 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 39529 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 27027 members 
Mstep: Class 21 contains 10242 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 7028 members 
Mstep: Class 24 contains 3023 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 21291 members 
Mstep: Class 27 contains 1348 members 
Mstep: Class 28 contains 22729 members 
Mstep: Class 29 contains 8023 members 
Mstep: Class 30 contains 5744 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 1049 members 
Mstep: Class 34 contains 1145 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 1238 members 
Mstep: Class 37 contains 5102 members 
Mstep: Class 38 contains 1139 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26041 members 
Mstep: Class 42 contains 4292 members 
Mstep: Class 43 contains 1498 members 
Mstep: Class 44 contains 1759 members 
Mstep: Class 45 contains 1490 members 
Mstep: Class 46 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770560.000000 Penalty: 98713.132812
Iteration 129Q: 47 clusters Score -4.977056e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 24554 members 
Mstep: Class 3 contains 40265 members 
Mstep: Class 4 contains 35095 members 
Mstep: Class 5 contains 38254 members 
Mstep: Class 6 contains 15918 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38621 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 18339 members 
Mstep: Class 13 contains 9722 members 
Mstep: Class 14 contains 31767 members 
Mstep: Class 15 contains 25897 members 
Mstep: Class 16 contains 1509 members 
Mstep: Class 17 contains 39530 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27006 members 
Mstep: Class 21 contains 10225 members 
Mstep: Class 22 contains 2668 members 
Mstep: Class 23 contains 7020 members 
Mstep: Class 24 contains 3019 members 
Mstep: Class 25 contains 7581 members 
Mstep: Class 26 contains 21299 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 22721 members 
Mstep: Class 29 contains 7998 members 
Mstep: Class 30 contains 5744 members 
Mstep: Class 31 contains 10373 members 
Mstep: Class 32 contains 20059 members 
Mstep: Class 33 contains 1051 members 
Mstep: Class 34 contains 1145 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 1241 members 
Mstep: Class 37 contains 5106 members 
Mstep: Class 38 contains 1136 members 
Mstep: Class 39 contains 2603 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 26018 members 
Mstep: Class 42 contains 4328 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1761 members 
Mstep: Class 45 contains 1492 members 
Mstep: Class 46 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770796.000000 Penalty: 98713.132812
Iteration 130Q: 47 clusters Score -4.97708e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 24549 members 
Mstep: Class 3 contains 40254 members 
Mstep: Class 4 contains 34949 members 
Mstep: Class 5 contains 38246 members 
Mstep: Class 6 contains 15902 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38629 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 18329 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 32047 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 39532 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 26984 members 
Mstep: Class 21 contains 10213 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 3019 members 
Mstep: Class 25 contains 7544 members 
Mstep: Class 26 contains 21318 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 22707 members 
Mstep: Class 29 contains 7978 members 
Mstep: Class 30 contains 5742 members 
Mstep: Class 31 contains 10344 members 
Mstep: Class 32 contains 20117 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 1144 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 1242 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 1136 members 
Mstep: Class 39 contains 2604 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25996 members 
Mstep: Class 42 contains 4374 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1762 members 
Mstep: Class 45 contains 1495 members 
Mstep: Class 46 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771176.000000 Penalty: 98713.132812
Iteration 131Q: 47 clusters Score -4.977118e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 24552 members 
Mstep: Class 3 contains 40238 members 
Mstep: Class 4 contains 34807 members 
Mstep: Class 5 contains 38249 members 
Mstep: Class 6 contains 15892 members 
Mstep: Class 7 contains 1672 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38628 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18321 members 
Mstep: Class 13 contains 9719 members 
Mstep: Class 14 contains 32316 members 
Mstep: Class 15 contains 25756 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 39538 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 26967 members 
Mstep: Class 21 contains 10201 members 
Mstep: Class 22 contains 2683 members 
Mstep: Class 23 contains 6998 members 
Mstep: Class 24 contains 3021 members 
Mstep: Class 25 contains 7514 members 
Mstep: Class 26 contains 21339 members 
Mstep: Class 27 contains 1393 members 
Mstep: Class 28 contains 22693 members 
Mstep: Class 29 contains 7953 members 
Mstep: Class 30 contains 5740 members 
Mstep: Class 31 contains 10329 members 
Mstep: Class 32 contains 20174 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 1143 members 
Mstep: Class 35 contains 806 members 
Mstep: Class 36 contains 1243 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 1137 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25972 members 
Mstep: Class 42 contains 4408 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1763 members 
Mstep: Class 45 contains 1500 members 
Mstep: Class 46 contains 4341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771452.000000 Penalty: 98713.132812
Iteration 132Q: 47 clusters Score -4.977145e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 24540 members 
Mstep: Class 3 contains 40227 members 
Mstep: Class 4 contains 34689 members 
Mstep: Class 5 contains 38246 members 
Mstep: Class 6 contains 15891 members 
Mstep: Class 7 contains 1677 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38635 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 9718 members 
Mstep: Class 14 contains 32565 members 
Mstep: Class 15 contains 25680 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 26949 members 
Mstep: Class 21 contains 10190 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 6990 members 
Mstep: Class 24 contains 3019 members 
Mstep: Class 25 contains 7483 members 
Mstep: Class 26 contains 21347 members 
Mstep: Class 27 contains 1401 members 
Mstep: Class 28 contains 22679 members 
Mstep: Class 29 contains 7940 members 
Mstep: Class 30 contains 5739 members 
Mstep: Class 31 contains 10307 members 
Mstep: Class 32 contains 20225 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 1143 members 
Mstep: Class 35 contains 805 members 
Mstep: Class 36 contains 1244 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 1138 members 
Mstep: Class 39 contains 2608 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25961 members 
Mstep: Class 42 contains 4435 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1763 members 
Mstep: Class 45 contains 1506 members 
Mstep: Class 46 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771484.000000 Penalty: 98713.132812
Iteration 133Q: 47 clusters Score -4.977148e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 24507 members 
Mstep: Class 3 contains 40221 members 
Mstep: Class 4 contains 34577 members 
Mstep: Class 5 contains 38246 members 
Mstep: Class 6 contains 15884 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38639 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 9716 members 
Mstep: Class 14 contains 32815 members 
Mstep: Class 15 contains 25600 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 39553 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 26936 members 
Mstep: Class 21 contains 10182 members 
Mstep: Class 22 contains 2697 members 
Mstep: Class 23 contains 6981 members 
Mstep: Class 24 contains 3015 members 
Mstep: Class 25 contains 7465 members 
Mstep: Class 26 contains 21349 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 22680 members 
Mstep: Class 29 contains 7923 members 
Mstep: Class 30 contains 5737 members 
Mstep: Class 31 contains 10285 members 
Mstep: Class 32 contains 20270 members 
Mstep: Class 33 contains 1054 members 
Mstep: Class 34 contains 1142 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 1244 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 1140 members 
Mstep: Class 39 contains 2610 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25950 members 
Mstep: Class 42 contains 4470 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1763 members 
Mstep: Class 45 contains 1511 members 
Mstep: Class 46 contains 4336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771664.000000 Penalty: 98713.132812
Iteration 134Q: 47 clusters Score -4.977166e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 24488 members 
Mstep: Class 3 contains 40222 members 
Mstep: Class 4 contains 34471 members 
Mstep: Class 5 contains 38246 members 
Mstep: Class 6 contains 15878 members 
Mstep: Class 7 contains 1683 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38637 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 33064 members 
Mstep: Class 15 contains 25507 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 39553 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 26928 members 
Mstep: Class 21 contains 10177 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 6971 members 
Mstep: Class 24 contains 3015 members 
Mstep: Class 25 contains 7445 members 
Mstep: Class 26 contains 21356 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 22671 members 
Mstep: Class 29 contains 7915 members 
Mstep: Class 30 contains 5738 members 
Mstep: Class 31 contains 10259 members 
Mstep: Class 32 contains 20320 members 
Mstep: Class 33 contains 1054 members 
Mstep: Class 34 contains 1142 members 
Mstep: Class 35 contains 802 members 
Mstep: Class 36 contains 1247 members 
Mstep: Class 37 contains 5116 members 
Mstep: Class 38 contains 1141 members 
Mstep: Class 39 contains 2614 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25940 members 
Mstep: Class 42 contains 4496 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1763 members 
Mstep: Class 45 contains 1510 members 
Mstep: Class 46 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771816.000000 Penalty: 98713.132812
Iteration 135Q: 47 clusters Score -4.977182e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 24472 members 
Mstep: Class 3 contains 40219 members 
Mstep: Class 4 contains 34351 members 
Mstep: Class 5 contains 38247 members 
Mstep: Class 6 contains 15871 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38644 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18309 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 33296 members 
Mstep: Class 15 contains 25430 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 39551 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 26915 members 
Mstep: Class 21 contains 10167 members 
Mstep: Class 22 contains 2702 members 
Mstep: Class 23 contains 6966 members 
Mstep: Class 24 contains 3014 members 
Mstep: Class 25 contains 7436 members 
Mstep: Class 26 contains 21365 members 
Mstep: Class 27 contains 1427 members 
Mstep: Class 28 contains 22671 members 
Mstep: Class 29 contains 7915 members 
Mstep: Class 30 contains 5735 members 
Mstep: Class 31 contains 10229 members 
Mstep: Class 32 contains 20349 members 
Mstep: Class 33 contains 1054 members 
Mstep: Class 34 contains 1142 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 1248 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 1142 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25937 members 
Mstep: Class 42 contains 4516 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1765 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772076.000000 Penalty: 98713.132812
Iteration 136Q: 47 clusters Score -4.977208e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 24461 members 
Mstep: Class 3 contains 40213 members 
Mstep: Class 4 contains 34253 members 
Mstep: Class 5 contains 38247 members 
Mstep: Class 6 contains 15868 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38650 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18303 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 33526 members 
Mstep: Class 15 contains 25356 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 39553 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 26902 members 
Mstep: Class 21 contains 10156 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 6956 members 
Mstep: Class 24 contains 3012 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 21377 members 
Mstep: Class 27 contains 1436 members 
Mstep: Class 28 contains 22664 members 
Mstep: Class 29 contains 7908 members 
Mstep: Class 30 contains 5733 members 
Mstep: Class 31 contains 10206 members 
Mstep: Class 32 contains 20380 members 
Mstep: Class 33 contains 1054 members 
Mstep: Class 34 contains 1143 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 1247 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 2623 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25918 members 
Mstep: Class 42 contains 4539 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1770 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772132.000000 Penalty: 98713.132812
Iteration 137Q: 47 clusters Score -4.977213e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 24449 members 
Mstep: Class 3 contains 40211 members 
Mstep: Class 4 contains 34154 members 
Mstep: Class 5 contains 38249 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38656 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18300 members 
Mstep: Class 13 contains 9701 members 
Mstep: Class 14 contains 33739 members 
Mstep: Class 15 contains 25277 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 39554 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 26892 members 
Mstep: Class 21 contains 10142 members 
Mstep: Class 22 contains 2709 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 3008 members 
Mstep: Class 25 contains 7405 members 
Mstep: Class 26 contains 21393 members 
Mstep: Class 27 contains 1444 members 
Mstep: Class 28 contains 22661 members 
Mstep: Class 29 contains 7897 members 
Mstep: Class 30 contains 5731 members 
Mstep: Class 31 contains 10186 members 
Mstep: Class 32 contains 20400 members 
Mstep: Class 33 contains 1054 members 
Mstep: Class 34 contains 1145 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 1247 members 
Mstep: Class 37 contains 5123 members 
Mstep: Class 38 contains 1144 members 
Mstep: Class 39 contains 2625 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25912 members 
Mstep: Class 42 contains 4561 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1774 members 
Mstep: Class 45 contains 1519 members 
Mstep: Class 46 contains 4329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772236.000000 Penalty: 98713.132812
Iteration 138Q: 47 clusters Score -4.977224e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 24440 members 
Mstep: Class 3 contains 40209 members 
Mstep: Class 4 contains 34084 members 
Mstep: Class 5 contains 38251 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38665 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18297 members 
Mstep: Class 13 contains 9697 members 
Mstep: Class 14 contains 33916 members 
Mstep: Class 15 contains 25204 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 39556 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 26873 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 2710 members 
Mstep: Class 23 contains 6939 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 21407 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 22663 members 
Mstep: Class 29 contains 7886 members 
Mstep: Class 30 contains 5732 members 
Mstep: Class 31 contains 10174 members 
Mstep: Class 32 contains 20423 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 1145 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 1248 members 
Mstep: Class 37 contains 5129 members 
Mstep: Class 38 contains 1145 members 
Mstep: Class 39 contains 2629 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25913 members 
Mstep: Class 42 contains 4570 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1773 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772388.000000 Penalty: 98713.132812
Iteration 139Q: 47 clusters Score -4.977239e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 24433 members 
Mstep: Class 3 contains 40207 members 
Mstep: Class 4 contains 33980 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15871 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38666 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18293 members 
Mstep: Class 13 contains 9695 members 
Mstep: Class 14 contains 34109 members 
Mstep: Class 15 contains 25134 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 39556 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 26853 members 
Mstep: Class 21 contains 10113 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 3008 members 
Mstep: Class 25 contains 7364 members 
Mstep: Class 26 contains 21424 members 
Mstep: Class 27 contains 1463 members 
Mstep: Class 28 contains 22666 members 
Mstep: Class 29 contains 7880 members 
Mstep: Class 30 contains 5732 members 
Mstep: Class 31 contains 10166 members 
Mstep: Class 32 contains 20456 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 1146 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 1251 members 
Mstep: Class 37 contains 5133 members 
Mstep: Class 38 contains 1144 members 
Mstep: Class 39 contains 2631 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25922 members 
Mstep: Class 42 contains 4575 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1775 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772844.000000 Penalty: 98713.132812
Iteration 140F: 47 clusters Score -4.977284e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 24415 members 
Mstep: Class 3 contains 40205 members 
Mstep: Class 4 contains 33854 members 
Mstep: Class 5 contains 38254 members 
Mstep: Class 6 contains 15869 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38675 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18291 members 
Mstep: Class 13 contains 9693 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 25057 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 39560 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 26828 members 
Mstep: Class 21 contains 10104 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 6916 members 
Mstep: Class 24 contains 3006 members 
Mstep: Class 25 contains 7349 members 
Mstep: Class 26 contains 21432 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 22661 members 
Mstep: Class 29 contains 7875 members 
Mstep: Class 30 contains 5732 members 
Mstep: Class 31 contains 10158 members 
Mstep: Class 32 contains 20478 members 
Mstep: Class 33 contains 1054 members 
Mstep: Class 34 contains 1146 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 1250 members 
Mstep: Class 37 contains 5137 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 2632 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25916 members 
Mstep: Class 42 contains 4582 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773376.000000 Penalty: 98713.132812
Iteration 141Q: 47 clusters Score -4.977338e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 24401 members 
Mstep: Class 3 contains 40208 members 
Mstep: Class 4 contains 33526 members 
Mstep: Class 5 contains 38257 members 
Mstep: Class 6 contains 15866 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38677 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18282 members 
Mstep: Class 13 contains 9692 members 
Mstep: Class 14 contains 34863 members 
Mstep: Class 15 contains 24944 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 39566 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 26795 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 6907 members 
Mstep: Class 24 contains 3004 members 
Mstep: Class 25 contains 7335 members 
Mstep: Class 26 contains 21436 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 22661 members 
Mstep: Class 29 contains 7867 members 
Mstep: Class 30 contains 5732 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 20504 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 1148 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 1253 members 
Mstep: Class 37 contains 5144 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 2634 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25912 members 
Mstep: Class 42 contains 4591 members 
Mstep: Class 43 contains 1503 members 
Mstep: Class 44 contains 1776 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774092.000000 Penalty: 98713.132812
Iteration 142Q: 47 clusters Score -4.977409e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 24361 members 
Mstep: Class 3 contains 40208 members 
Mstep: Class 4 contains 32857 members 
Mstep: Class 5 contains 38260 members 
Mstep: Class 6 contains 15866 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38675 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18277 members 
Mstep: Class 13 contains 9687 members 
Mstep: Class 14 contains 35793 members 
Mstep: Class 15 contains 24786 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 39573 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 26745 members 
Mstep: Class 21 contains 10085 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 6903 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 7316 members 
Mstep: Class 26 contains 21448 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 22651 members 
Mstep: Class 29 contains 7861 members 
Mstep: Class 30 contains 5732 members 
Mstep: Class 31 contains 10137 members 
Mstep: Class 32 contains 20527 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 1153 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1255 members 
Mstep: Class 37 contains 5149 members 
Mstep: Class 38 contains 1145 members 
Mstep: Class 39 contains 2637 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25912 members 
Mstep: Class 42 contains 4605 members 
Mstep: Class 43 contains 1503 members 
Mstep: Class 44 contains 1778 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775096.000000 Penalty: 98713.132812
Iteration 143Q: 47 clusters Score -4.97751e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 24327 members 
Mstep: Class 3 contains 40208 members 
Mstep: Class 4 contains 31497 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15868 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38680 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18275 members 
Mstep: Class 13 contains 9683 members 
Mstep: Class 14 contains 37492 members 
Mstep: Class 15 contains 24556 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 39579 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 10075 members 
Mstep: Class 22 contains 2750 members 
Mstep: Class 23 contains 6897 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 7294 members 
Mstep: Class 26 contains 21450 members 
Mstep: Class 27 contains 1512 members 
Mstep: Class 28 contains 22657 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 5731 members 
Mstep: Class 31 contains 10128 members 
Mstep: Class 32 contains 20556 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 1157 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1254 members 
Mstep: Class 37 contains 5153 members 
Mstep: Class 38 contains 1146 members 
Mstep: Class 39 contains 2641 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25904 members 
Mstep: Class 42 contains 4618 members 
Mstep: Class 43 contains 1503 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 1525 members 
Mstep: Class 46 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775948.000000 Penalty: 98713.132812
Iteration 144Q: 47 clusters Score -4.977595e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 24310 members 
Mstep: Class 3 contains 40212 members 
Mstep: Class 4 contains 28691 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15866 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38691 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 24271 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 39577 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3334 members 
Mstep: Class 20 contains 26594 members 
Mstep: Class 21 contains 10072 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 6892 members 
Mstep: Class 24 contains 2984 members 
Mstep: Class 25 contains 7266 members 
Mstep: Class 26 contains 21453 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 22702 members 
Mstep: Class 29 contains 7850 members 
Mstep: Class 30 contains 5730 members 
Mstep: Class 31 contains 10119 members 
Mstep: Class 32 contains 20584 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 1158 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 5158 members 
Mstep: Class 38 contains 1146 members 
Mstep: Class 39 contains 2647 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 25906 members 
Mstep: Class 42 contains 4628 members 
Mstep: Class 43 contains 1503 members 
Mstep: Class 44 contains 1776 members 
Mstep: Class 45 contains 1524 members 
Mstep: Class 46 contains 4352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774540.000000 Penalty: 98713.132812
Iteration 145Q: 47 clusters Score -4.977454e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 40213 members 
Mstep: Class 4 contains 24498 members 
Mstep: Class 5 contains 38256 members 
Mstep: Class 6 contains 15856 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38705 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18268 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 44799 members 
Mstep: Class 15 contains 24098 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 39581 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 20 contains 26517 members 
Mstep: Class 21 contains 10069 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 6892 members 
Mstep: Class 24 contains 2988 members 
Mstep: Class 25 contains 7226 members 
Mstep: Class 26 contains 21449 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 22760 members 
Mstep: Class 29 contains 7845 members 
Mstep: Class 30 contains 5730 members 
Mstep: Class 31 contains 10109 members 
Mstep: Class 32 contains 20599 members 
Mstep: Class 33 contains 1051 members 
Mstep: Class 34 contains 1164 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1263 members 
Mstep: Class 37 contains 5161 members 
Mstep: Class 38 contains 1148 members 
Mstep: Class 39 contains 2646 members 
Mstep: Class 40 contains 1569 members 
Mstep: Class 41 contains 26082 members 
Mstep: Class 42 contains 4643 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1776 members 
Mstep: Class 45 contains 1524 members 
Mstep: Class 46 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769564.000000 Penalty: 98713.132812
Iteration 146Q: 47 clusters Score -4.976956e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 24553 members 
Mstep: Class 3 contains 40213 members 
Mstep: Class 4 contains 20909 members 
Mstep: Class 5 contains 38258 members 
Mstep: Class 6 contains 15843 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38709 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18263 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 47627 members 
Mstep: Class 15 contains 24388 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 39563 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 26557 members 
Mstep: Class 21 contains 10066 members 
Mstep: Class 22 contains 2741 members 
Mstep: Class 23 contains 6888 members 
Mstep: Class 24 contains 2997 members 
Mstep: Class 25 contains 7188 members 
Mstep: Class 26 contains 21457 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 22829 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 5730 members 
Mstep: Class 31 contains 10094 members 
Mstep: Class 32 contains 20629 members 
Mstep: Class 33 contains 1049 members 
Mstep: Class 34 contains 1167 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 5167 members 
Mstep: Class 38 contains 1149 members 
Mstep: Class 39 contains 2647 members 
Mstep: Class 40 contains 1568 members 
Mstep: Class 41 contains 26319 members 
Mstep: Class 42 contains 4650 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1773 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766500.000000 Penalty: 98713.132812
Iteration 147Q: 47 clusters Score -4.97665e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 24733 members 
Mstep: Class 3 contains 40209 members 
Mstep: Class 4 contains 19503 members 
Mstep: Class 5 contains 38262 members 
Mstep: Class 6 contains 15825 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38709 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18258 members 
Mstep: Class 13 contains 9669 members 
Mstep: Class 14 contains 48038 members 
Mstep: Class 15 contains 24871 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 39561 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3230 members 
Mstep: Class 20 contains 26654 members 
Mstep: Class 21 contains 10062 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 6881 members 
Mstep: Class 24 contains 3011 members 
Mstep: Class 25 contains 7154 members 
Mstep: Class 26 contains 21470 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 22849 members 
Mstep: Class 29 contains 7829 members 
Mstep: Class 30 contains 5729 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 20665 members 
Mstep: Class 33 contains 1045 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 5174 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 2649 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26558 members 
Mstep: Class 42 contains 4668 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1774 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49765900.000000 Penalty: 98713.132812
Iteration 148Q: 47 clusters Score -4.97659e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 24887 members 
Mstep: Class 3 contains 40199 members 
Mstep: Class 4 contains 19051 members 
Mstep: Class 5 contains 38260 members 
Mstep: Class 6 contains 15813 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38704 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 47601 members 
Mstep: Class 15 contains 25319 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 39550 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3203 members 
Mstep: Class 20 contains 26753 members 
Mstep: Class 21 contains 10056 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 6871 members 
Mstep: Class 24 contains 3017 members 
Mstep: Class 25 contains 7122 members 
Mstep: Class 26 contains 21482 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 22847 members 
Mstep: Class 29 contains 7820 members 
Mstep: Class 30 contains 5727 members 
Mstep: Class 31 contains 10062 members 
Mstep: Class 32 contains 20697 members 
Mstep: Class 33 contains 1044 members 
Mstep: Class 34 contains 1173 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 5183 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 2652 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26780 members 
Mstep: Class 42 contains 4684 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1774 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766416.000000 Penalty: 98713.132812
Iteration 149Q: 47 clusters Score -4.976642e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 40196 members 
Mstep: Class 4 contains 18991 members 
Mstep: Class 5 contains 38261 members 
Mstep: Class 6 contains 15808 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38697 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 18256 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 47045 members 
Mstep: Class 15 contains 25677 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 39535 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 26818 members 
Mstep: Class 21 contains 10053 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 6864 members 
Mstep: Class 24 contains 3006 members 
Mstep: Class 25 contains 7089 members 
Mstep: Class 26 contains 21491 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 22837 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 5726 members 
Mstep: Class 31 contains 10047 members 
Mstep: Class 32 contains 20714 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1175 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1275 members 
Mstep: Class 37 contains 5189 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 2653 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26934 members 
Mstep: Class 42 contains 4698 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49766864.000000 Penalty: 98713.132812
Iteration 150Q: 47 clusters Score -4.976686e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 25048 members 
Mstep: Class 3 contains 40189 members 
Mstep: Class 4 contains 19188 members 
Mstep: Class 5 contains 38260 members 
Mstep: Class 6 contains 15812 members 
Mstep: Class 7 contains 1713 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38679 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 18255 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 46434 members 
Mstep: Class 15 contains 25929 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 39508 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 26872 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 6854 members 
Mstep: Class 24 contains 3005 members 
Mstep: Class 25 contains 7062 members 
Mstep: Class 26 contains 21502 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 22831 members 
Mstep: Class 29 contains 7800 members 
Mstep: Class 30 contains 5725 members 
Mstep: Class 31 contains 10030 members 
Mstep: Class 32 contains 20739 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1177 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1282 members 
Mstep: Class 37 contains 5194 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 2655 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27043 members 
Mstep: Class 42 contains 4713 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1780 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767492.000000 Penalty: 98713.132812
Iteration 151Q: 47 clusters Score -4.976749e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 25090 members 
Mstep: Class 3 contains 40175 members 
Mstep: Class 4 contains 19529 members 
Mstep: Class 5 contains 38264 members 
Mstep: Class 6 contains 15809 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38666 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 18250 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 45809 members 
Mstep: Class 15 contains 26131 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39487 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 3161 members 
Mstep: Class 20 contains 26904 members 
Mstep: Class 21 contains 10045 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 6846 members 
Mstep: Class 24 contains 3002 members 
Mstep: Class 25 contains 7036 members 
Mstep: Class 26 contains 21512 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 22822 members 
Mstep: Class 29 contains 7794 members 
Mstep: Class 30 contains 5725 members 
Mstep: Class 31 contains 10017 members 
Mstep: Class 32 contains 20764 members 
Mstep: Class 33 contains 1041 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1285 members 
Mstep: Class 37 contains 5200 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 2657 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27110 members 
Mstep: Class 42 contains 4723 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1781 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767804.000000 Penalty: 98713.132812
Iteration 152Q: 47 clusters Score -4.97678e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 25124 members 
Mstep: Class 3 contains 40162 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 38267 members 
Mstep: Class 6 contains 15802 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 38652 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 18246 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 45124 members 
Mstep: Class 15 contains 26278 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39476 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 20 contains 26938 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 2741 members 
Mstep: Class 23 contains 6839 members 
Mstep: Class 24 contains 3001 members 
Mstep: Class 25 contains 7011 members 
Mstep: Class 26 contains 21523 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 22800 members 
Mstep: Class 29 contains 7786 members 
Mstep: Class 30 contains 5725 members 
Mstep: Class 31 contains 10014 members 
Mstep: Class 32 contains 20785 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1286 members 
Mstep: Class 37 contains 5208 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 2659 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27171 members 
Mstep: Class 42 contains 4730 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768240.000000 Penalty: 98713.132812
Iteration 153Q: 47 clusters Score -4.976824e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 25145 members 
Mstep: Class 3 contains 40159 members 
Mstep: Class 4 contains 20587 members 
Mstep: Class 5 contains 38256 members 
Mstep: Class 6 contains 15796 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38650 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 18247 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 44395 members 
Mstep: Class 15 contains 26393 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39461 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 26960 members 
Mstep: Class 21 contains 10038 members 
Mstep: Class 22 contains 2744 members 
Mstep: Class 23 contains 6833 members 
Mstep: Class 24 contains 2996 members 
Mstep: Class 25 contains 6982 members 
Mstep: Class 26 contains 21531 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 22781 members 
Mstep: Class 29 contains 7775 members 
Mstep: Class 30 contains 5725 members 
Mstep: Class 31 contains 10015 members 
Mstep: Class 32 contains 20808 members 
Mstep: Class 33 contains 1043 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 5209 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 2658 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27216 members 
Mstep: Class 42 contains 4730 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769008.000000 Penalty: 98713.132812
Iteration 154Q: 47 clusters Score -4.976901e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 25148 members 
Mstep: Class 3 contains 40154 members 
Mstep: Class 4 contains 21306 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15797 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38652 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 18243 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 43636 members 
Mstep: Class 15 contains 26462 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 39438 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 26955 members 
Mstep: Class 21 contains 10033 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 6828 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 6966 members 
Mstep: Class 26 contains 21536 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 22759 members 
Mstep: Class 29 contains 7772 members 
Mstep: Class 30 contains 5725 members 
Mstep: Class 31 contains 10007 members 
Mstep: Class 32 contains 20825 members 
Mstep: Class 33 contains 1044 members 
Mstep: Class 34 contains 1181 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 5208 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27251 members 
Mstep: Class 42 contains 4734 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1787 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769768.000000 Penalty: 98713.132812
Iteration 155Q: 47 clusters Score -4.976977e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 25158 members 
Mstep: Class 3 contains 40150 members 
Mstep: Class 4 contains 22093 members 
Mstep: Class 5 contains 38256 members 
Mstep: Class 6 contains 15794 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38652 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 18241 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 42829 members 
Mstep: Class 15 contains 26529 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 39427 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 26934 members 
Mstep: Class 21 contains 10030 members 
Mstep: Class 22 contains 2750 members 
Mstep: Class 23 contains 6823 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 21541 members 
Mstep: Class 27 contains 1580 members 
Mstep: Class 28 contains 22731 members 
Mstep: Class 29 contains 7762 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 10008 members 
Mstep: Class 32 contains 20839 members 
Mstep: Class 33 contains 1045 members 
Mstep: Class 34 contains 1181 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 5207 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27266 members 
Mstep: Class 42 contains 4739 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770344.000000 Penalty: 98713.132812
Iteration 156Q: 47 clusters Score -4.977034e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 25137 members 
Mstep: Class 3 contains 40137 members 
Mstep: Class 4 contains 22941 members 
Mstep: Class 5 contains 38259 members 
Mstep: Class 6 contains 15790 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38656 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 18235 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 42049 members 
Mstep: Class 15 contains 26570 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 39421 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 26927 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 6822 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 6938 members 
Mstep: Class 26 contains 21549 members 
Mstep: Class 27 contains 1584 members 
Mstep: Class 28 contains 22697 members 
Mstep: Class 29 contains 7762 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9998 members 
Mstep: Class 32 contains 20852 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 5207 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27243 members 
Mstep: Class 42 contains 4746 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771232.000000 Penalty: 98713.132812
Iteration 157Q: 47 clusters Score -4.977123e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 25097 members 
Mstep: Class 3 contains 40135 members 
Mstep: Class 4 contains 23833 members 
Mstep: Class 5 contains 38260 members 
Mstep: Class 6 contains 15792 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38655 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 9663 members 
Mstep: Class 14 contains 41307 members 
Mstep: Class 15 contains 26536 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 39407 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3144 members 
Mstep: Class 20 contains 26906 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 6818 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 6927 members 
Mstep: Class 26 contains 21554 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 22683 members 
Mstep: Class 29 contains 7754 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9996 members 
Mstep: Class 32 contains 20863 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 5211 members 
Mstep: Class 38 contains 1158 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27218 members 
Mstep: Class 42 contains 4753 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771700.000000 Penalty: 98713.132812
Iteration 158Q: 47 clusters Score -4.97717e+07 nChanged 1569
Entering ConstructFrom: 
Score: -49771700.000000 Penalty: 98713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -686707.250000 Penalty: 1447.355103
	Iteration 0F: 2 clusters Score -686707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -681227.187500 Penalty: 2894.710205
	Iteration 0F: 3 clusters Score -681227.2 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -682839.625000 Penalty: 2894.710205
	Iteration 1F: 3 clusters Score -682839.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -683046.875000 Penalty: 2894.710205
	Iteration 2F: 3 clusters Score -683046.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -683210.500000 Penalty: 2894.710205
	Iteration 3Q: 3 clusters Score -683210.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -683362.250000 Penalty: 2894.710205
	Iteration 4Q: 3 clusters Score -683362.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -683519.187500 Penalty: 2894.710205
	Iteration 5Q: 3 clusters Score -683519.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -683691.937500 Penalty: 2894.710205
	Iteration 6Q: 3 clusters Score -683691.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -683900.187500 Penalty: 2894.710205
	Iteration 7Q: 3 clusters Score -683900.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -684167.062500 Penalty: 2894.710205
	Iteration 8Q: 3 clusters Score -684167.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -684476.125000 Penalty: 2894.710205
	Iteration 9F: 3 clusters Score -684476.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -684817.562500 Penalty: 2894.710205
	Iteration 10F: 3 clusters Score -684817.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -685145.750000 Penalty: 2894.710205
	Iteration 11F: 3 clusters Score -685145.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -685436.000000 Penalty: 2894.710205
	Iteration 12Q: 3 clusters Score -685436 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -685679.812500 Penalty: 2894.710205
	Iteration 13Q: 3 clusters Score -685679.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -685820.312500 Penalty: 2894.710205
	Iteration 14Q: 3 clusters Score -685820.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -685885.937500 Penalty: 2894.710205
	Iteration 15Q: 3 clusters Score -685885.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -685927.937500 Penalty: 2894.710205
	Iteration 16Q: 3 clusters Score -685927.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -685949.312500 Penalty: 2894.710205
	Iteration 17Q: 3 clusters Score -685949.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -685969.437500 Penalty: 2894.710205
	Iteration 18Q: 3 clusters Score -685969.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -685987.375000 Penalty: 2894.710205
	Iteration 19Q: 3 clusters Score -685987.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -686000.312500 Penalty: 2894.710205
	Iteration 20F: 3 clusters Score -686000.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -686008.500000 Penalty: 2894.710205
	Iteration 21Q: 3 clusters Score -686008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -686016.375000 Penalty: 2894.710205
	Iteration 22Q: 3 clusters Score -686016.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -686019.625000 Penalty: 2894.710205
	Iteration 23Q: 3 clusters Score -686019.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -686022.500000 Penalty: 2894.710205
	Iteration 24Q: 3 clusters Score -686022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -686024.375000 Penalty: 2894.710205
	Iteration 25Q: 3 clusters Score -686024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -686024.562500 Penalty: 2894.710205
	Iteration 26Q: 3 clusters Score -686024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -686024.875000 Penalty: 2894.710205
	Iteration 27Q: 3 clusters Score -686024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -686026.437500 Penalty: 2894.710205
	Iteration 28Q: 3 clusters Score -686026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -686027.875000 Penalty: 2894.710205
	Iteration 29Q: 3 clusters Score -686027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -686028.187500 Penalty: 2894.710205
	Iteration 30Q: 3 clusters Score -686028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -686027.687500 Penalty: 2894.710205
	Iteration 31Q: 3 clusters Score -686027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -686028.750000 Penalty: 2894.710205
	Iteration 32Q: 3 clusters Score -686028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -686028.562500 Penalty: 2894.710205
	Iteration 33Q: 3 clusters Score -686028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -686028.562500 Penalty: 2894.710205
	Iteration 34F: 3 clusters Score -686028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Entering Unmasked Estep 
Score: -2357321.000000 Penalty: 1645.954102
	Iteration 0F: 2 clusters Score -2357321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2340417.750000 Penalty: 3291.908203
	Iteration 0F: 3 clusters Score -2340418 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2346746.500000 Penalty: 3291.908203
	Iteration 1F: 3 clusters Score -2346746 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2347108.500000 Penalty: 3291.908203
	Iteration 2Q: 3 clusters Score -2347108 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2347480.500000 Penalty: 3291.908203
	Iteration 3Q: 3 clusters Score -2347480 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2347905.750000 Penalty: 3291.908203
	Iteration 4Q: 3 clusters Score -2347906 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2348465.250000 Penalty: 3291.908203
	Iteration 5Q: 3 clusters Score -2348465 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2349233.000000 Penalty: 3291.908203
	Iteration 6Q: 3 clusters Score -2349233 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2350193.250000 Penalty: 3291.908203
	Iteration 7F: 3 clusters Score -2350193 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2351158.500000 Penalty: 3291.908203
	Iteration 8F: 3 clusters Score -2351158 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2352101.250000 Penalty: 3291.908203
	Iteration 9Q: 3 clusters Score -2352101 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2352821.750000 Penalty: 3291.908203
	Iteration 10Q: 3 clusters Score -2352822 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2353392.250000 Penalty: 3291.908203
	Iteration 11Q: 3 clusters Score -2353392 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2353864.250000 Penalty: 3291.908203
	Iteration 12Q: 3 clusters Score -2353864 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2354222.250000 Penalty: 3291.908203
	Iteration 13Q: 3 clusters Score -2354222 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2354485.000000 Penalty: 3291.908203
	Iteration 14Q: 3 clusters Score -2354485 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2354706.750000 Penalty: 3291.908203
	Iteration 15Q: 3 clusters Score -2354707 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2354880.500000 Penalty: 3291.908203
	Iteration 16Q: 3 clusters Score -2354880 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2355016.250000 Penalty: 3291.908203
	Iteration 17Q: 3 clusters Score -2355016 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2355134.500000 Penalty: 3291.908203
	Iteration 18Q: 3 clusters Score -2355134 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2355270.000000 Penalty: 3291.908203
	Iteration 19Q: 3 clusters Score -2355270 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2355390.500000 Penalty: 3291.908203
	Iteration 20F: 3 clusters Score -2355390 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2355493.500000 Penalty: 3291.908203
	Iteration 21Q: 3 clusters Score -2355494 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2355598.500000 Penalty: 3291.908203
	Iteration 22Q: 3 clusters Score -2355598 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2355679.750000 Penalty: 3291.908203
	Iteration 23Q: 3 clusters Score -2355680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2355745.250000 Penalty: 3291.908203
	Iteration 24Q: 3 clusters Score -2355745 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2355806.500000 Penalty: 3291.908203
	Iteration 25Q: 3 clusters Score -2355806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2355857.750000 Penalty: 3291.908203
	Iteration 26Q: 3 clusters Score -2355858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2355913.000000 Penalty: 3291.908203
	Iteration 27Q: 3 clusters Score -2355913 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2355960.500000 Penalty: 3291.908203
	Iteration 28Q: 3 clusters Score -2355960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2356011.250000 Penalty: 3291.908203
	Iteration 29Q: 3 clusters Score -2356011 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2356042.500000 Penalty: 3291.908203
	Iteration 30Q: 3 clusters Score -2356042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2356059.000000 Penalty: 3291.908203
	Iteration 31Q: 3 clusters Score -2356059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2356063.500000 Penalty: 3291.908203
	Iteration 32Q: 3 clusters Score -2356064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2356067.250000 Penalty: 3291.908203
	Iteration 33Q: 3 clusters Score -2356067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2356074.500000 Penalty: 3291.908203
	Iteration 34Q: 3 clusters Score -2356074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -2356081.500000 Penalty: 3291.908203
	Iteration 35Q: 3 clusters Score -2356082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2356085.250000 Penalty: 3291.908203
	Iteration 36Q: 3 clusters Score -2356085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2356088.000000 Penalty: 3291.908203
	Iteration 37Q: 3 clusters Score -2356088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2356095.250000 Penalty: 3291.908203
	Iteration 38Q: 3 clusters Score -2356095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2356094.000000 Penalty: 3291.908203
	Iteration 39Q: 3 clusters Score -2356094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2356092.250000 Penalty: 3291.908203
	Iteration 40F: 3 clusters Score -2356092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2356093.000000 Penalty: 3291.908203
	Iteration 41Q: 3 clusters Score -2356093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2356096.250000 Penalty: 3291.908203
	Iteration 42Q: 3 clusters Score -2356096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2356093.500000 Penalty: 3291.908203
	Iteration 43Q: 3 clusters Score -2356094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2356097.000000 Penalty: 3291.908203
	Iteration 44Q: 3 clusters Score -2356097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2356100.000000 Penalty: 3291.908203
	Iteration 45Q: 3 clusters Score -2356100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2356099.500000 Penalty: 3291.908203
	Iteration 46Q: 3 clusters Score -2356100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2356099.250000 Penalty: 3291.908203
	Iteration 47Q: 3 clusters Score -2356099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2356099.250000 Penalty: 3291.908203
	Iteration 48Q: 3 clusters Score -2356099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2356099.000000 Penalty: 3291.908203
	Iteration 49Q: 3 clusters Score -2356099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2356103.250000 Penalty: 3291.908203
	Iteration 50Q: 3 clusters Score -2356103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2356106.000000 Penalty: 3291.908203
	Iteration 51Q: 3 clusters Score -2356106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2356104.500000 Penalty: 3291.908203
	Iteration 52Q: 3 clusters Score -2356104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2356106.500000 Penalty: 3291.908203
	Iteration 53Q: 3 clusters Score -2356106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2356107.000000 Penalty: 3291.908203
	Iteration 54Q: 3 clusters Score -2356107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2356106.750000 Penalty: 3291.908203
	Iteration 55Q: 3 clusters Score -2356107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2356107.750000 Penalty: 3291.908203
	Iteration 56Q: 3 clusters Score -2356108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2356113.500000 Penalty: 3291.908203
	Iteration 57Q: 3 clusters Score -2356114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2356113.750000 Penalty: 3291.908203
	Iteration 58Q: 3 clusters Score -2356114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2356113.750000 Penalty: 3291.908203
	Iteration 59Q: 3 clusters Score -2356114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2356115.750000 Penalty: 3291.908203
	Iteration 60F: 3 clusters Score -2356116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2356117.250000 Penalty: 3291.908203
	Iteration 61Q: 3 clusters Score -2356117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2356115.750000 Penalty: 3291.908203
	Iteration 62Q: 3 clusters Score -2356116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2356118.000000 Penalty: 3291.908203
	Iteration 63Q: 3 clusters Score -2356118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2356120.750000 Penalty: 3291.908203
	Iteration 64Q: 3 clusters Score -2356121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2356120.250000 Penalty: 3291.908203
	Iteration 65Q: 3 clusters Score -2356120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2356122.000000 Penalty: 3291.908203
	Iteration 66Q: 3 clusters Score -2356122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2356121.000000 Penalty: 3291.908203
	Iteration 67Q: 3 clusters Score -2356121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2356120.250000 Penalty: 3291.908203
	Iteration 68Q: 3 clusters Score -2356120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2356122.750000 Penalty: 3291.908203
	Iteration 69Q: 3 clusters Score -2356123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2356123.000000 Penalty: 3291.908203
	Iteration 70Q: 3 clusters Score -2356123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2356124.750000 Penalty: 3291.908203
	Iteration 71Q: 3 clusters Score -2356125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2356124.750000 Penalty: 3291.908203
	Iteration 72F: 3 clusters Score -2356125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Entering Unmasked Estep 
Score: -3848808.000000 Penalty: 1722.480347
	Iteration 0F: 2 clusters Score -3848808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3824719.000000 Penalty: 3444.960693
	Iteration 0F: 3 clusters Score -3824719 nChanged 18872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3835147.500000 Penalty: 3444.960693
	Iteration 1F: 3 clusters Score -3835148 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3835569.250000 Penalty: 3444.960693
	Iteration 2Q: 3 clusters Score -3835569 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3836070.000000 Penalty: 3444.960693
	Iteration 3Q: 3 clusters Score -3836070 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3836652.750000 Penalty: 3444.960693
	Iteration 4Q: 3 clusters Score -3836653 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3837347.250000 Penalty: 3444.960693
	Iteration 5Q: 3 clusters Score -3837347 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3838175.000000 Penalty: 3444.960693
	Iteration 6Q: 3 clusters Score -3838175 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3839144.500000 Penalty: 3444.960693
	Iteration 7F: 3 clusters Score -3839144 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3840205.000000 Penalty: 3444.960693
	Iteration 8F: 3 clusters Score -3840205 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3841398.750000 Penalty: 3444.960693
	Iteration 9F: 3 clusters Score -3841399 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3842469.250000 Penalty: 3444.960693
	Iteration 10F: 3 clusters Score -3842469 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3843510.500000 Penalty: 3444.960693
	Iteration 11Q: 3 clusters Score -3843510 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -3844638.250000 Penalty: 3444.960693
	Iteration 12Q: 3 clusters Score -3844638 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3845820.250000 Penalty: 3444.960693
	Iteration 13Q: 3 clusters Score -3845820 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3846977.500000 Penalty: 3444.960693
	Iteration 14Q: 3 clusters Score -3846978 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -3847786.750000 Penalty: 3444.960693
	Iteration 15Q: 3 clusters Score -3847787 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -3848110.750000 Penalty: 3444.960693
	Iteration 16Q: 3 clusters Score -3848111 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -3848229.750000 Penalty: 3444.960693
	Iteration 17Q: 3 clusters Score -3848230 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -3848266.000000 Penalty: 3444.960693
	Iteration 18Q: 3 clusters Score -3848266 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -3848256.750000 Penalty: 3444.960693
	Iteration 19Q: 3 clusters Score -3848257 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3848232.500000 Penalty: 3444.960693
	Iteration 20F: 3 clusters Score -3848232 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -3848208.750000 Penalty: 3444.960693
	Iteration 21Q: 3 clusters Score -3848209 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -3848170.250000 Penalty: 3444.960693
	Iteration 22Q: 3 clusters Score -3848170 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -3848148.000000 Penalty: 3444.960693
	Iteration 23Q: 3 clusters Score -3848148 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -3848133.750000 Penalty: 3444.960693
	Iteration 24Q: 3 clusters Score -3848134 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -3848086.500000 Penalty: 3444.960693
	Iteration 25Q: 3 clusters Score -3848086 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -3848074.250000 Penalty: 3444.960693
	Iteration 26Q: 3 clusters Score -3848074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -3848041.500000 Penalty: 3444.960693
	Iteration 27Q: 3 clusters Score -3848042 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -3848018.000000 Penalty: 3444.960693
	Iteration 28Q: 3 clusters Score -3848018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -3847993.000000 Penalty: 3444.960693
	Iteration 29Q: 3 clusters Score -3847993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -3847962.250000 Penalty: 3444.960693
	Iteration 30Q: 3 clusters Score -3847962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -3847944.750000 Penalty: 3444.960693
	Iteration 31Q: 3 clusters Score -3847945 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -3847937.500000 Penalty: 3444.960693
	Iteration 32Q: 3 clusters Score -3847938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -3847944.750000 Penalty: 3444.960693
	Iteration 33Q: 3 clusters Score -3847945 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -3847934.000000 Penalty: 3444.960693
	Iteration 34Q: 3 clusters Score -3847934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -3847914.750000 Penalty: 3444.960693
	Iteration 35Q: 3 clusters Score -3847915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -3847900.250000 Penalty: 3444.960693
	Iteration 36Q: 3 clusters Score -3847900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -3847884.250000 Penalty: 3444.960693
	Iteration 37Q: 3 clusters Score -3847884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -3847890.000000 Penalty: 3444.960693
	Iteration 38Q: 3 clusters Score -3847890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -3847882.750000 Penalty: 3444.960693
	Iteration 39Q: 3 clusters Score -3847883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -3847882.250000 Penalty: 3444.960693
	Iteration 40F: 3 clusters Score -3847882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -3847883.750000 Penalty: 3444.960693
	Iteration 41Q: 3 clusters Score -3847884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -3847893.000000 Penalty: 3444.960693
	Iteration 42Q: 3 clusters Score -3847893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -3847881.500000 Penalty: 3444.960693
	Iteration 43Q: 3 clusters Score -3847882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -3847879.750000 Penalty: 3444.960693
	Iteration 44Q: 3 clusters Score -3847880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -3847875.500000 Penalty: 3444.960693
	Iteration 45Q: 3 clusters Score -3847876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -3847875.500000 Penalty: 3444.960693
	Iteration 46Q: 3 clusters Score -3847876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -3847880.750000 Penalty: 3444.960693
	Iteration 47Q: 3 clusters Score -3847881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -3847887.000000 Penalty: 3444.960693
	Iteration 48Q: 3 clusters Score -3847887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -3847876.750000 Penalty: 3444.960693
	Iteration 49Q: 3 clusters Score -3847877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -3847881.750000 Penalty: 3444.960693
	Iteration 50Q: 3 clusters Score -3847882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -3847888.750000 Penalty: 3444.960693
	Iteration 51Q: 3 clusters Score -3847889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -3847895.500000 Penalty: 3444.960693
	Iteration 52Q: 3 clusters Score -3847896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -3847893.000000 Penalty: 3444.960693
	Iteration 53Q: 3 clusters Score -3847893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -3847893.000000 Penalty: 3444.960693
	Iteration 54Q: 3 clusters Score -3847893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -3847894.500000 Penalty: 3444.960693
	Iteration 55Q: 3 clusters Score -3847894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -3847897.000000 Penalty: 3444.960693
	Iteration 56Q: 3 clusters Score -3847897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -3847896.750000 Penalty: 3444.960693
	Iteration 57Q: 3 clusters Score -3847897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -3847892.750000 Penalty: 3444.960693
	Iteration 58Q: 3 clusters Score -3847893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -3847891.250000 Penalty: 3444.960693
	Iteration 59Q: 3 clusters Score -3847891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -3847889.500000 Penalty: 3444.960693
	Iteration 60F: 3 clusters Score -3847890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -3847884.250000 Penalty: 3444.960693
	Iteration 61Q: 3 clusters Score -3847884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -3847876.250000 Penalty: 3444.960693
	Iteration 62Q: 3 clusters Score -3847876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -3847872.000000 Penalty: 3444.960693
	Iteration 63Q: 3 clusters Score -3847872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -3847879.500000 Penalty: 3444.960693
	Iteration 64Q: 3 clusters Score -3847880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -3847875.000000 Penalty: 3444.960693
	Iteration 65Q: 3 clusters Score -3847875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -3847872.750000 Penalty: 3444.960693
	Iteration 66Q: 3 clusters Score -3847873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -3847871.750000 Penalty: 3444.960693
	Iteration 67Q: 3 clusters Score -3847872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -3847870.250000 Penalty: 3444.960693
	Iteration 68Q: 3 clusters Score -3847870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -3847869.500000 Penalty: 3444.960693
	Iteration 69Q: 3 clusters Score -3847870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -3847873.000000 Penalty: 3444.960693
	Iteration 70Q: 3 clusters Score -3847873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -3847867.500000 Penalty: 3444.960693
	Iteration 71Q: 3 clusters Score -3847868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -3847875.750000 Penalty: 3444.960693
	Iteration 72Q: 3 clusters Score -3847876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -3847874.500000 Penalty: 3444.960693
	Iteration 73Q: 3 clusters Score -3847874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -3847871.000000 Penalty: 3444.960693
	Iteration 74Q: 3 clusters Score -3847871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -3847875.250000 Penalty: 3444.960693
	Iteration 75Q: 3 clusters Score -3847875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -3847876.500000 Penalty: 3444.960693
	Iteration 76Q: 3 clusters Score -3847876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -3847876.500000 Penalty: 3444.960693
	Iteration 77Q: 3 clusters Score -3847876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -3847874.250000 Penalty: 3444.960693
	Iteration 78Q: 3 clusters Score -3847874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -3847874.750000 Penalty: 3444.960693
	Iteration 79Q: 3 clusters Score -3847875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -3847880.750000 Penalty: 3444.960693
	Iteration 80F: 3 clusters Score -3847881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -3847880.500000 Penalty: 3444.960693
	Iteration 81Q: 3 clusters Score -3847880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -3847876.250000 Penalty: 3444.960693
	Iteration 82Q: 3 clusters Score -3847876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -3847870.750000 Penalty: 3444.960693
	Iteration 83Q: 3 clusters Score -3847871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -3847872.750000 Penalty: 3444.960693
	Iteration 84Q: 3 clusters Score -3847873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -3847874.250000 Penalty: 3444.960693
	Iteration 85Q: 3 clusters Score -3847874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -3847866.750000 Penalty: 3444.960693
	Iteration 86Q: 3 clusters Score -3847867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -3847870.250000 Penalty: 3444.960693
	Iteration 87Q: 3 clusters Score -3847870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -3847872.500000 Penalty: 3444.960693
	Iteration 88Q: 3 clusters Score -3847872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -3847875.500000 Penalty: 3444.960693
	Iteration 89Q: 3 clusters Score -3847876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -3847870.000000 Penalty: 3444.960693
	Iteration 90Q: 3 clusters Score -3847870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -3847870.000000 Penalty: 3444.960693
	Iteration 91F: 3 clusters Score -3847870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Entering Unmasked Estep 
Score: -2443024.500000 Penalty: 1644.285522
	Iteration 0F: 2 clusters Score -2443024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2426259.500000 Penalty: 3288.571045
	Iteration 0F: 3 clusters Score -2426260 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2432341.500000 Penalty: 3288.571045
	Iteration 1F: 3 clusters Score -2432342 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2432662.750000 Penalty: 3288.571045
	Iteration 2Q: 3 clusters Score -2432663 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2432986.250000 Penalty: 3288.571045
	Iteration 3Q: 3 clusters Score -2432986 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2433374.750000 Penalty: 3288.571045
	Iteration 4Q: 3 clusters Score -2433375 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2433952.000000 Penalty: 3288.571045
	Iteration 5Q: 3 clusters Score -2433952 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2434790.750000 Penalty: 3288.571045
	Iteration 6F: 3 clusters Score -2434791 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2435987.750000 Penalty: 3288.571045
	Iteration 7F: 3 clusters Score -2435988 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2437612.000000 Penalty: 3288.571045
	Iteration 8F: 3 clusters Score -2437612 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2439266.250000 Penalty: 3288.571045
	Iteration 9F: 3 clusters Score -2439266 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2440492.250000 Penalty: 3288.571045
	Iteration 10Q: 3 clusters Score -2440492 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2441102.000000 Penalty: 3288.571045
	Iteration 11Q: 3 clusters Score -2441102 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2441353.250000 Penalty: 3288.571045
	Iteration 12Q: 3 clusters Score -2441353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2441468.000000 Penalty: 3288.571045
	Iteration 13Q: 3 clusters Score -2441468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2441525.500000 Penalty: 3288.571045
	Iteration 14Q: 3 clusters Score -2441526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2441557.250000 Penalty: 3288.571045
	Iteration 15Q: 3 clusters Score -2441557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2441587.000000 Penalty: 3288.571045
	Iteration 16Q: 3 clusters Score -2441587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2441604.250000 Penalty: 3288.571045
	Iteration 17Q: 3 clusters Score -2441604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2441614.750000 Penalty: 3288.571045
	Iteration 18Q: 3 clusters Score -2441615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2441616.500000 Penalty: 3288.571045
	Iteration 19Q: 3 clusters Score -2441616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2441622.000000 Penalty: 3288.571045
	Iteration 20F: 3 clusters Score -2441622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2441625.500000 Penalty: 3288.571045
	Iteration 21Q: 3 clusters Score -2441626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2441625.500000 Penalty: 3288.571045
	Iteration 22F: 3 clusters Score -2441626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Entering Unmasked Estep 
Score: -3662376.250000 Penalty: 1714.730225
	Iteration 0F: 2 clusters Score -3662376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3637208.000000 Penalty: 3429.460449
	Iteration 0F: 3 clusters Score -3637208 nChanged 17784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3647270.250000 Penalty: 3429.460449
	Iteration 1F: 3 clusters Score -3647270 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3648069.500000 Penalty: 3429.460449
	Iteration 2F: 3 clusters Score -3648070 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3649031.250000 Penalty: 3429.460449
	Iteration 3F: 3 clusters Score -3649031 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3650422.500000 Penalty: 3429.460449
	Iteration 4F: 3 clusters Score -3650422 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3652201.500000 Penalty: 3429.460449
	Iteration 5F: 3 clusters Score -3652202 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3654217.250000 Penalty: 3429.460449
	Iteration 6F: 3 clusters Score -3654217 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3655881.750000 Penalty: 3429.460449
	Iteration 7F: 3 clusters Score -3655882 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3657033.000000 Penalty: 3429.460449
	Iteration 8Q: 3 clusters Score -3657033 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -3657799.500000 Penalty: 3429.460449
	Iteration 9Q: 3 clusters Score -3657800 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3658654.500000 Penalty: 3429.460449
	Iteration 10Q: 3 clusters Score -3658654 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -3659329.750000 Penalty: 3429.460449
	Iteration 11Q: 3 clusters Score -3659330 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -3659881.750000 Penalty: 3429.460449
	Iteration 12Q: 3 clusters Score -3659882 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -3660342.750000 Penalty: 3429.460449
	Iteration 13Q: 3 clusters Score -3660343 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -3660629.750000 Penalty: 3429.460449
	Iteration 14Q: 3 clusters Score -3660630 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -3660797.750000 Penalty: 3429.460449
	Iteration 15Q: 3 clusters Score -3660798 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -3660900.250000 Penalty: 3429.460449
	Iteration 16Q: 3 clusters Score -3660900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -3660943.000000 Penalty: 3429.460449
	Iteration 17Q: 3 clusters Score -3660943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -3660977.750000 Penalty: 3429.460449
	Iteration 18Q: 3 clusters Score -3660978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -3661013.250000 Penalty: 3429.460449
	Iteration 19Q: 3 clusters Score -3661013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -3661036.750000 Penalty: 3429.460449
	Iteration 20F: 3 clusters Score -3661037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -3661044.250000 Penalty: 3429.460449
	Iteration 21Q: 3 clusters Score -3661044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -3661052.250000 Penalty: 3429.460449
	Iteration 22Q: 3 clusters Score -3661052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -3661066.250000 Penalty: 3429.460449
	Iteration 23Q: 3 clusters Score -3661066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -3661072.500000 Penalty: 3429.460449
	Iteration 24Q: 3 clusters Score -3661072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -3661077.750000 Penalty: 3429.460449
	Iteration 25Q: 3 clusters Score -3661078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -3661079.250000 Penalty: 3429.460449
	Iteration 26Q: 3 clusters Score -3661079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -3661084.500000 Penalty: 3429.460449
	Iteration 27Q: 3 clusters Score -3661084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -3661080.250000 Penalty: 3429.460449
	Iteration 28Q: 3 clusters Score -3661080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -3661086.000000 Penalty: 3429.460449
	Iteration 29Q: 3 clusters Score -3661086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -3661088.500000 Penalty: 3429.460449
	Iteration 30Q: 3 clusters Score -3661088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -3661087.000000 Penalty: 3429.460449
	Iteration 31Q: 3 clusters Score -3661087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -3661087.750000 Penalty: 3429.460449
	Iteration 32Q: 3 clusters Score -3661088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -3661088.500000 Penalty: 3429.460449
	Iteration 33Q: 3 clusters Score -3661088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -3661091.750000 Penalty: 3429.460449
	Iteration 34Q: 3 clusters Score -3661092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -3661092.500000 Penalty: 3429.460449
	Iteration 35Q: 3 clusters Score -3661092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -3661099.750000 Penalty: 3429.460449
	Iteration 36Q: 3 clusters Score -3661100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3661099.250000 Penalty: 3429.460449
	Iteration 37Q: 3 clusters Score -3661099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -3661104.250000 Penalty: 3429.460449
	Iteration 38Q: 3 clusters Score -3661104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -3661105.750000 Penalty: 3429.460449
	Iteration 39Q: 3 clusters Score -3661106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -3661106.250000 Penalty: 3429.460449
	Iteration 40F: 3 clusters Score -3661106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3661105.250000 Penalty: 3429.460449
	Iteration 41Q: 3 clusters Score -3661105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3661105.250000 Penalty: 3429.460449
	Iteration 42F: 3 clusters Score -3661105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Entering Unmasked Estep 
Score: -1523234.500000 Penalty: 1570.950073
	Iteration 0F: 2 clusters Score -1523234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1512481.750000 Penalty: 3141.900146
	Iteration 0F: 3 clusters Score -1512482 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1516262.125000 Penalty: 3141.900146
	Iteration 1F: 3 clusters Score -1516262 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1516567.250000 Penalty: 3141.900146
	Iteration 2F: 3 clusters Score -1516567 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1516841.875000 Penalty: 3141.900146
	Iteration 3Q: 3 clusters Score -1516842 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1517072.250000 Penalty: 3141.900146
	Iteration 4Q: 3 clusters Score -1517072 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1517332.750000 Penalty: 3141.900146
	Iteration 5Q: 3 clusters Score -1517333 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1517641.250000 Penalty: 3141.900146
	Iteration 6Q: 3 clusters Score -1517641 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1517989.250000 Penalty: 3141.900146
	Iteration 7Q: 3 clusters Score -1517989 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1518360.875000 Penalty: 3141.900146
	Iteration 8Q: 3 clusters Score -1518361 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1518795.125000 Penalty: 3141.900146
	Iteration 9Q: 3 clusters Score -1518795 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1519231.750000 Penalty: 3141.900146
	Iteration 10Q: 3 clusters Score -1519232 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1519579.000000 Penalty: 3141.900146
	Iteration 11Q: 3 clusters Score -1519579 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1519819.625000 Penalty: 3141.900146
	Iteration 12Q: 3 clusters Score -1519820 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1519997.500000 Penalty: 3141.900146
	Iteration 13Q: 3 clusters Score -1519998 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1520142.500000 Penalty: 3141.900146
	Iteration 14Q: 3 clusters Score -1520142 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1520282.000000 Penalty: 3141.900146
	Iteration 15Q: 3 clusters Score -1520282 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1520429.000000 Penalty: 3141.900146
	Iteration 16Q: 3 clusters Score -1520429 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1520577.250000 Penalty: 3141.900146
	Iteration 17Q: 3 clusters Score -1520577 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1520729.250000 Penalty: 3141.900146
	Iteration 18Q: 3 clusters Score -1520729 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1520879.875000 Penalty: 3141.900146
	Iteration 19Q: 3 clusters Score -1520880 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1521020.125000 Penalty: 3141.900146
	Iteration 20F: 3 clusters Score -1521020 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1521124.875000 Penalty: 3141.900146
	Iteration 21Q: 3 clusters Score -1521125 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1521237.375000 Penalty: 3141.900146
	Iteration 22Q: 3 clusters Score -1521237 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1521349.875000 Penalty: 3141.900146
	Iteration 23Q: 3 clusters Score -1521350 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1521436.750000 Penalty: 3141.900146
	Iteration 24Q: 3 clusters Score -1521437 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1521526.125000 Penalty: 3141.900146
	Iteration 25Q: 3 clusters Score -1521526 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1521607.375000 Penalty: 3141.900146
	Iteration 26Q: 3 clusters Score -1521607 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1521692.750000 Penalty: 3141.900146
	Iteration 27Q: 3 clusters Score -1521693 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1521770.750000 Penalty: 3141.900146
	Iteration 28Q: 3 clusters Score -1521771 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1521847.250000 Penalty: 3141.900146
	Iteration 29Q: 3 clusters Score -1521847 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1521917.000000 Penalty: 3141.900146
	Iteration 30Q: 3 clusters Score -1521917 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1521973.500000 Penalty: 3141.900146
	Iteration 31Q: 3 clusters Score -1521974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1522017.750000 Penalty: 3141.900146
	Iteration 32Q: 3 clusters Score -1522018 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1522049.000000 Penalty: 3141.900146
	Iteration 33Q: 3 clusters Score -1522049 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1522079.625000 Penalty: 3141.900146
	Iteration 34Q: 3 clusters Score -1522080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1522100.875000 Penalty: 3141.900146
	Iteration 35Q: 3 clusters Score -1522101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1522125.250000 Penalty: 3141.900146
	Iteration 36Q: 3 clusters Score -1522125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1522142.375000 Penalty: 3141.900146
	Iteration 37Q: 3 clusters Score -1522142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1522154.000000 Penalty: 3141.900146
	Iteration 38Q: 3 clusters Score -1522154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1522173.750000 Penalty: 3141.900146
	Iteration 39Q: 3 clusters Score -1522174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1522181.125000 Penalty: 3141.900146
	Iteration 40F: 3 clusters Score -1522181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1522192.125000 Penalty: 3141.900146
	Iteration 41Q: 3 clusters Score -1522192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1522209.375000 Penalty: 3141.900146
	Iteration 42Q: 3 clusters Score -1522209 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1522215.375000 Penalty: 3141.900146
	Iteration 43Q: 3 clusters Score -1522215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1522219.750000 Penalty: 3141.900146
	Iteration 44Q: 3 clusters Score -1522220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1522230.875000 Penalty: 3141.900146
	Iteration 45Q: 3 clusters Score -1522231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1522233.500000 Penalty: 3141.900146
	Iteration 46Q: 3 clusters Score -1522234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1522232.625000 Penalty: 3141.900146
	Iteration 47Q: 3 clusters Score -1522233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1522240.625000 Penalty: 3141.900146
	Iteration 48Q: 3 clusters Score -1522241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1522241.625000 Penalty: 3141.900146
	Iteration 49Q: 3 clusters Score -1522242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1522245.375000 Penalty: 3141.900146
	Iteration 50Q: 3 clusters Score -1522245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1522248.500000 Penalty: 3141.900146
	Iteration 51Q: 3 clusters Score -1522248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1522249.375000 Penalty: 3141.900146
	Iteration 52Q: 3 clusters Score -1522249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1522246.125000 Penalty: 3141.900146
	Iteration 53Q: 3 clusters Score -1522246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1522252.875000 Penalty: 3141.900146
	Iteration 54Q: 3 clusters Score -1522253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1522253.000000 Penalty: 3141.900146
	Iteration 55Q: 3 clusters Score -1522253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1522251.500000 Penalty: 3141.900146
	Iteration 56Q: 3 clusters Score -1522252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1522250.500000 Penalty: 3141.900146
	Iteration 57Q: 3 clusters Score -1522250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1522251.375000 Penalty: 3141.900146
	Iteration 58Q: 3 clusters Score -1522251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1522253.500000 Penalty: 3141.900146
	Iteration 59Q: 3 clusters Score -1522254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1522254.875000 Penalty: 3141.900146
	Iteration 60F: 3 clusters Score -1522255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1522252.750000 Penalty: 3141.900146
	Iteration 61Q: 3 clusters Score -1522253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1522254.500000 Penalty: 3141.900146
	Iteration 62Q: 3 clusters Score -1522254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1522254.250000 Penalty: 3141.900146
	Iteration 63Q: 3 clusters Score -1522254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1522254.250000 Penalty: 3141.900146
	Iteration 64F: 3 clusters Score -1522254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -156963.718750 Penalty: 1211.485962
	Iteration 0F: 2 clusters Score -156963.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -155063.718750 Penalty: 2422.971924
	Iteration 0F: 3 clusters Score -155063.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -155514.156250 Penalty: 2422.971924
	Iteration 1F: 3 clusters Score -155514.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -155679.078125 Penalty: 2422.971924
	Iteration 2F: 3 clusters Score -155679.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -155780.718750 Penalty: 2422.971924
	Iteration 3F: 3 clusters Score -155780.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -155875.906250 Penalty: 2422.971924
	Iteration 4Q: 3 clusters Score -155875.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155944.234375 Penalty: 2422.971924
	Iteration 5Q: 3 clusters Score -155944.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -155996.359375 Penalty: 2422.971924
	Iteration 6Q: 3 clusters Score -155996.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -156035.156250 Penalty: 2422.971924
	Iteration 7Q: 3 clusters Score -156035.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -156074.703125 Penalty: 2422.971924
	Iteration 8Q: 3 clusters Score -156074.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -156126.390625 Penalty: 2422.971924
	Iteration 9Q: 3 clusters Score -156126.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -156167.281250 Penalty: 2422.971924
	Iteration 10Q: 3 clusters Score -156167.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -156213.062500 Penalty: 2422.971924
	Iteration 11Q: 3 clusters Score -156213.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -156239.000000 Penalty: 2422.971924
	Iteration 12Q: 3 clusters Score -156239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -156259.453125 Penalty: 2422.971924
	Iteration 13Q: 3 clusters Score -156259.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -156276.578125 Penalty: 2422.971924
	Iteration 14Q: 3 clusters Score -156276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -156289.375000 Penalty: 2422.971924
	Iteration 15Q: 3 clusters Score -156289.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -156301.640625 Penalty: 2422.971924
	Iteration 16Q: 3 clusters Score -156301.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -156315.937500 Penalty: 2422.971924
	Iteration 17Q: 3 clusters Score -156315.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -156330.937500 Penalty: 2422.971924
	Iteration 18Q: 3 clusters Score -156330.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -156344.671875 Penalty: 2422.971924
	Iteration 19Q: 3 clusters Score -156344.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -156363.031250 Penalty: 2422.971924
	Iteration 20F: 3 clusters Score -156363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -156384.250000 Penalty: 2422.971924
	Iteration 21Q: 3 clusters Score -156384.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -156404.609375 Penalty: 2422.971924
	Iteration 22Q: 3 clusters Score -156404.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -156430.781250 Penalty: 2422.971924
	Iteration 23Q: 3 clusters Score -156430.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -156464.296875 Penalty: 2422.971924
	Iteration 24Q: 3 clusters Score -156464.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -156491.875000 Penalty: 2422.971924
	Iteration 25Q: 3 clusters Score -156491.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -156518.312500 Penalty: 2422.971924
	Iteration 26Q: 3 clusters Score -156518.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -156548.812500 Penalty: 2422.971924
	Iteration 27Q: 3 clusters Score -156548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -156564.437500 Penalty: 2422.971924
	Iteration 28Q: 3 clusters Score -156564.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -156580.406250 Penalty: 2422.971924
	Iteration 29Q: 3 clusters Score -156580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -156593.375000 Penalty: 2422.971924
	Iteration 30Q: 3 clusters Score -156593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -156595.937500 Penalty: 2422.971924
	Iteration 31Q: 3 clusters Score -156595.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -156604.265625 Penalty: 2422.971924
	Iteration 32Q: 3 clusters Score -156604.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -156608.609375 Penalty: 2422.971924
	Iteration 33Q: 3 clusters Score -156608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -156611.046875 Penalty: 2422.971924
	Iteration 34Q: 3 clusters Score -156611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -156614.875000 Penalty: 2422.971924
	Iteration 35Q: 3 clusters Score -156614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156615.375000 Penalty: 2422.971924
	Iteration 36Q: 3 clusters Score -156615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156615.375000 Penalty: 2422.971924
	Iteration 37F: 3 clusters Score -156615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -467428.656250 Penalty: 1391.196533
	Iteration 0F: 2 clusters Score -467428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -463249.500000 Penalty: 2782.393066
	Iteration 0F: 3 clusters Score -463249.5 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -464370.843750 Penalty: 2782.393066
	Iteration 1F: 3 clusters Score -464370.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -464581.187500 Penalty: 2782.393066
	Iteration 2F: 3 clusters Score -464581.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -464760.812500 Penalty: 2782.393066
	Iteration 3F: 3 clusters Score -464760.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -464937.593750 Penalty: 2782.393066
	Iteration 4F: 3 clusters Score -464937.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -465151.125000 Penalty: 2782.393066
	Iteration 5F: 3 clusters Score -465151.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -465386.343750 Penalty: 2782.393066
	Iteration 6F: 3 clusters Score -465386.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -465606.250000 Penalty: 2782.393066
	Iteration 7F: 3 clusters Score -465606.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -465799.812500 Penalty: 2782.393066
	Iteration 8Q: 3 clusters Score -465799.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -465923.625000 Penalty: 2782.393066
	Iteration 9Q: 3 clusters Score -465923.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -465998.468750 Penalty: 2782.393066
	Iteration 10Q: 3 clusters Score -465998.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -466047.625000 Penalty: 2782.393066
	Iteration 11Q: 3 clusters Score -466047.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -466087.062500 Penalty: 2782.393066
	Iteration 12Q: 3 clusters Score -466087.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -466117.468750 Penalty: 2782.393066
	Iteration 13Q: 3 clusters Score -466117.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -466150.406250 Penalty: 2782.393066
	Iteration 14Q: 3 clusters Score -466150.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -466168.031250 Penalty: 2782.393066
	Iteration 15Q: 3 clusters Score -466168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -466180.218750 Penalty: 2782.393066
	Iteration 16Q: 3 clusters Score -466180.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -466192.593750 Penalty: 2782.393066
	Iteration 17Q: 3 clusters Score -466192.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -466199.156250 Penalty: 2782.393066
	Iteration 18Q: 3 clusters Score -466199.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -466209.062500 Penalty: 2782.393066
	Iteration 19Q: 3 clusters Score -466209.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -466215.687500 Penalty: 2782.393066
	Iteration 20F: 3 clusters Score -466215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -466220.000000 Penalty: 2782.393066
	Iteration 21Q: 3 clusters Score -466220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -466224.375000 Penalty: 2782.393066
	Iteration 22Q: 3 clusters Score -466224.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -466228.406250 Penalty: 2782.393066
	Iteration 23Q: 3 clusters Score -466228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -466231.875000 Penalty: 2782.393066
	Iteration 24Q: 3 clusters Score -466231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -466231.968750 Penalty: 2782.393066
	Iteration 25Q: 3 clusters Score -466232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -466233.093750 Penalty: 2782.393066
	Iteration 26Q: 3 clusters Score -466233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -466233.687500 Penalty: 2782.393066
	Iteration 27Q: 3 clusters Score -466233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -466235.468750 Penalty: 2782.393066
	Iteration 28Q: 3 clusters Score -466235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -466238.156250 Penalty: 2782.393066
	Iteration 29Q: 3 clusters Score -466238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -466241.781250 Penalty: 2782.393066
	Iteration 30Q: 3 clusters Score -466241.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -466246.968750 Penalty: 2782.393066
	Iteration 31Q: 3 clusters Score -466247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -466249.781250 Penalty: 2782.393066
	Iteration 32Q: 3 clusters Score -466249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -466251.625000 Penalty: 2782.393066
	Iteration 33Q: 3 clusters Score -466251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -466254.406250 Penalty: 2782.393066
	Iteration 34Q: 3 clusters Score -466254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -466257.562500 Penalty: 2782.393066
	Iteration 35Q: 3 clusters Score -466257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -466261.843750 Penalty: 2782.393066
	Iteration 36Q: 3 clusters Score -466261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -466266.500000 Penalty: 2782.393066
	Iteration 37Q: 3 clusters Score -466266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -466265.687500 Penalty: 2782.393066
	Iteration 38Q: 3 clusters Score -466265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -466266.906250 Penalty: 2782.393066
	Iteration 39Q: 3 clusters Score -466266.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -466266.906250 Penalty: 2782.393066
	Iteration 40F: 3 clusters Score -466266.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -124382.117188 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -124382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -122751.921875 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -122751.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -123076.617188 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -123076.6 nChanged 92
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: -123149.757812 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -123149.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -123201.539062 Penalty: 2344.235352
	Iteration 3Q: 3 clusters Score -123201.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123263.343750 Penalty: 2344.235352
	Iteration 4Q: 3 clusters Score -123263.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123351.742188 Penalty: 2344.235352
	Iteration 5Q: 3 clusters Score -123351.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123442.984375 Penalty: 2344.235352
	Iteration 6Q: 3 clusters Score -123443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -123495.523438 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -123495.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123534.023438 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -123534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -123599.195312 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -123599.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -123666.914062 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -123666.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123703.960938 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -123704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -123731.750000 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -123731.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -123749.781250 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -123749.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -123765.492188 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -123765.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -123782.203125 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -123782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123798.453125 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -123798.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -123809.804688 Penalty: 2344.235352
	Iteration 17Q: 3 clusters Score -123809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123815.648438 Penalty: 2344.235352
	Iteration 18Q: 3 clusters Score -123815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -123821.359375 Penalty: 2344.235352
	Iteration 19Q: 3 clusters Score -123821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -123829.726562 Penalty: 2344.235352
	Iteration 20F: 3 clusters Score -123829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -123832.437500 Penalty: 2344.235352
	Iteration 21Q: 3 clusters Score -123832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -123835.117188 Penalty: 2344.235352
	Iteration 22Q: 3 clusters Score -123835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -123835.968750 Penalty: 2344.235352
	Iteration 23Q: 3 clusters Score -123836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -123837.218750 Penalty: 2344.235352
	Iteration 24Q: 3 clusters Score -123837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -123837.218750 Penalty: 2344.235352
	Iteration 25F: 3 clusters Score -123837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Entering Unmasked Estep 
Score: -3810158.750000 Penalty: 1716.424561
	Iteration 0F: 2 clusters Score -3810159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3787944.750000 Penalty: 3432.849121
	Iteration 0F: 3 clusters Score -3787945 nChanged 17954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3797837.750000 Penalty: 3432.849121
	Iteration 1F: 3 clusters Score -3797838 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3798355.500000 Penalty: 3432.849121
	Iteration 2Q: 3 clusters Score -3798356 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3798990.000000 Penalty: 3432.849121
	Iteration 3Q: 3 clusters Score -3798990 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3799797.500000 Penalty: 3432.849121
	Iteration 4Q: 3 clusters Score -3799798 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3801089.750000 Penalty: 3432.849121
	Iteration 5F: 3 clusters Score -3801090 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3803133.250000 Penalty: 3432.849121
	Iteration 6F: 3 clusters Score -3803133 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3805973.750000 Penalty: 3432.849121
	Iteration 7F: 3 clusters Score -3805974 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -3808290.250000 Penalty: 3432.849121
	Iteration 8F: 3 clusters Score -3808290 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -3808721.750000 Penalty: 3432.849121
	Iteration 9F: 3 clusters Score -3808722 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -3808620.000000 Penalty: 3432.849121
	Iteration 10Q: 3 clusters Score -3808620 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -3808622.250000 Penalty: 3432.849121
	Iteration 11Q: 3 clusters Score -3808622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -3808666.250000 Penalty: 3432.849121
	Iteration 12Q: 3 clusters Score -3808666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -3808704.250000 Penalty: 3432.849121
	Iteration 13Q: 3 clusters Score -3808704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -3808719.000000 Penalty: 3432.849121
	Iteration 14Q: 3 clusters Score -3808719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -3808733.250000 Penalty: 3432.849121
	Iteration 15Q: 3 clusters Score -3808733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -3808758.750000 Penalty: 3432.849121
	Iteration 16Q: 3 clusters Score -3808759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -3808755.750000 Penalty: 3432.849121
	Iteration 17Q: 3 clusters Score -3808756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -3808758.750000 Penalty: 3432.849121
	Iteration 18Q: 3 clusters Score -3808759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -3808763.250000 Penalty: 3432.849121
	Iteration 19Q: 3 clusters Score -3808763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -3808772.250000 Penalty: 3432.849121
	Iteration 20F: 3 clusters Score -3808772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -3808775.500000 Penalty: 3432.849121
	Iteration 21Q: 3 clusters Score -3808776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -3808782.500000 Penalty: 3432.849121
	Iteration 22Q: 3 clusters Score -3808782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -3808784.500000 Penalty: 3432.849121
	Iteration 23Q: 3 clusters Score -3808784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -3808782.000000 Penalty: 3432.849121
	Iteration 24Q: 3 clusters Score -3808782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -3808782.000000 Penalty: 3432.849121
	Iteration 25F: 3 clusters Score -3808782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -205606.859375 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -205606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -203345.500000 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -203345.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -203902.421875 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -203902.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -204058.421875 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -204058.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -204197.781250 Penalty: 2511.735107
	Iteration 3F: 3 clusters Score -204197.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -204311.390625 Penalty: 2511.735107
	Iteration 4F: 3 clusters Score -204311.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -204414.468750 Penalty: 2511.735107
	Iteration 5Q: 3 clusters Score -204414.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -204486.859375 Penalty: 2511.735107
	Iteration 6Q: 3 clusters Score -204486.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204535.000000 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -204535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -204581.937500 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -204581.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -204621.484375 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -204621.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -204654.750000 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -204654.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -204677.937500 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -204677.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -204695.656250 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -204695.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -204709.906250 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -204709.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204721.750000 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -204721.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -204730.812500 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -204730.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -204737.109375 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -204737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -204740.750000 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -204740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -204746.171875 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -204746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -204751.671875 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -204751.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -204754.000000 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -204754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -204756.359375 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -204756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -204757.953125 Penalty: 2511.735107
	Iteration 22Q: 3 clusters Score -204758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -204760.671875 Penalty: 2511.735107
	Iteration 23Q: 3 clusters Score -204760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -204763.140625 Penalty: 2511.735107
	Iteration 24Q: 3 clusters Score -204763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -204766.562500 Penalty: 2511.735107
	Iteration 25Q: 3 clusters Score -204766.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -204776.187500 Penalty: 2511.735107
	Iteration 26Q: 3 clusters Score -204776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -204785.500000 Penalty: 2511.735107
	Iteration 27Q: 3 clusters Score -204785.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -204790.703125 Penalty: 2511.735107
	Iteration 28Q: 3 clusters Score -204790.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -204793.890625 Penalty: 2511.735107
	Iteration 29Q: 3 clusters Score -204793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -204797.015625 Penalty: 2511.735107
	Iteration 30Q: 3 clusters Score -204797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -204801.296875 Penalty: 2511.735107
	Iteration 31Q: 3 clusters Score -204801.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -204804.421875 Penalty: 2511.735107
	Iteration 32Q: 3 clusters Score -204804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -204808.359375 Penalty: 2511.735107
	Iteration 33Q: 3 clusters Score -204808.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -204814.281250 Penalty: 2511.735107
	Iteration 34Q: 3 clusters Score -204814.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -204819.843750 Penalty: 2511.735107
	Iteration 35Q: 3 clusters Score -204819.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -204821.718750 Penalty: 2511.735107
	Iteration 36Q: 3 clusters Score -204821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -204821.781250 Penalty: 2511.735107
	Iteration 37Q: 3 clusters Score -204821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -204821.781250 Penalty: 2511.735107
	Iteration 38F: 3 clusters Score -204821.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Entering Unmasked Estep 
Score: -1691315.250000 Penalty: 1594.240967
	Iteration 0F: 2 clusters Score -1691315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1678856.125000 Penalty: 3188.481934
	Iteration 0F: 3 clusters Score -1678856 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1683339.125000 Penalty: 3188.481934
	Iteration 1F: 3 clusters Score -1683339 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1683689.375000 Penalty: 3188.481934
	Iteration 2F: 3 clusters Score -1683689 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1684007.875000 Penalty: 3188.481934
	Iteration 3Q: 3 clusters Score -1684008 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1684291.125000 Penalty: 3188.481934
	Iteration 4Q: 3 clusters Score -1684291 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1684598.500000 Penalty: 3188.481934
	Iteration 5Q: 3 clusters Score -1684598 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1684908.125000 Penalty: 3188.481934
	Iteration 6Q: 3 clusters Score -1684908 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1685204.375000 Penalty: 3188.481934
	Iteration 7Q: 3 clusters Score -1685204 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1685430.375000 Penalty: 3188.481934
	Iteration 8Q: 3 clusters Score -1685430 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1685663.000000 Penalty: 3188.481934
	Iteration 9Q: 3 clusters Score -1685663 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1685923.250000 Penalty: 3188.481934
	Iteration 10Q: 3 clusters Score -1685923 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1686214.500000 Penalty: 3188.481934
	Iteration 11Q: 3 clusters Score -1686214 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1686495.750000 Penalty: 3188.481934
	Iteration 12Q: 3 clusters Score -1686496 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1686750.875000 Penalty: 3188.481934
	Iteration 13Q: 3 clusters Score -1686751 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1686937.250000 Penalty: 3188.481934
	Iteration 14Q: 3 clusters Score -1686937 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1687058.375000 Penalty: 3188.481934
	Iteration 15Q: 3 clusters Score -1687058 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1687149.375000 Penalty: 3188.481934
	Iteration 16Q: 3 clusters Score -1687149 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1687218.500000 Penalty: 3188.481934
	Iteration 17Q: 3 clusters Score -1687218 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1687300.375000 Penalty: 3188.481934
	Iteration 18Q: 3 clusters Score -1687300 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1687371.375000 Penalty: 3188.481934
	Iteration 19Q: 3 clusters Score -1687371 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1687454.875000 Penalty: 3188.481934
	Iteration 20F: 3 clusters Score -1687455 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1687548.750000 Penalty: 3188.481934
	Iteration 21Q: 3 clusters Score -1687549 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1687638.625000 Penalty: 3188.481934
	Iteration 22Q: 3 clusters Score -1687639 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1687723.500000 Penalty: 3188.481934
	Iteration 23Q: 3 clusters Score -1687724 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1687832.375000 Penalty: 3188.481934
	Iteration 24Q: 3 clusters Score -1687832 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1687956.125000 Penalty: 3188.481934
	Iteration 25Q: 3 clusters Score -1687956 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1688073.125000 Penalty: 3188.481934
	Iteration 26Q: 3 clusters Score -1688073 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1688182.875000 Penalty: 3188.481934
	Iteration 27Q: 3 clusters Score -1688183 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1688276.625000 Penalty: 3188.481934
	Iteration 28Q: 3 clusters Score -1688277 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1688380.500000 Penalty: 3188.481934
	Iteration 29Q: 3 clusters Score -1688380 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1688483.625000 Penalty: 3188.481934
	Iteration 30Q: 3 clusters Score -1688484 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1688608.750000 Penalty: 3188.481934
	Iteration 31Q: 3 clusters Score -1688609 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1688747.125000 Penalty: 3188.481934
	Iteration 32Q: 3 clusters Score -1688747 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1688891.125000 Penalty: 3188.481934
	Iteration 33Q: 3 clusters Score -1688891 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1689055.500000 Penalty: 3188.481934
	Iteration 34Q: 3 clusters Score -1689056 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1689227.625000 Penalty: 3188.481934
	Iteration 35Q: 3 clusters Score -1689228 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1689393.250000 Penalty: 3188.481934
	Iteration 36Q: 3 clusters Score -1689393 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1689562.875000 Penalty: 3188.481934
	Iteration 37Q: 3 clusters Score -1689563 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1689687.375000 Penalty: 3188.481934
	Iteration 38Q: 3 clusters Score -1689687 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1689785.375000 Penalty: 3188.481934
	Iteration 39Q: 3 clusters Score -1689785 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1689863.375000 Penalty: 3188.481934
	Iteration 40F: 3 clusters Score -1689863 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1689930.000000 Penalty: 3188.481934
	Iteration 41Q: 3 clusters Score -1689930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1689969.500000 Penalty: 3188.481934
	Iteration 42Q: 3 clusters Score -1689970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1690003.625000 Penalty: 3188.481934
	Iteration 43Q: 3 clusters Score -1690004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1690035.750000 Penalty: 3188.481934
	Iteration 44Q: 3 clusters Score -1690036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1690058.000000 Penalty: 3188.481934
	Iteration 45Q: 3 clusters Score -1690058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1690083.750000 Penalty: 3188.481934
	Iteration 46Q: 3 clusters Score -1690084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1690100.125000 Penalty: 3188.481934
	Iteration 47Q: 3 clusters Score -1690100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1690108.875000 Penalty: 3188.481934
	Iteration 48Q: 3 clusters Score -1690109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1690121.250000 Penalty: 3188.481934
	Iteration 49Q: 3 clusters Score -1690121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1690131.750000 Penalty: 3188.481934
	Iteration 50Q: 3 clusters Score -1690132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1690134.750000 Penalty: 3188.481934
	Iteration 51Q: 3 clusters Score -1690135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1690138.375000 Penalty: 3188.481934
	Iteration 52Q: 3 clusters Score -1690138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1690146.125000 Penalty: 3188.481934
	Iteration 53Q: 3 clusters Score -1690146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1690150.375000 Penalty: 3188.481934
	Iteration 54Q: 3 clusters Score -1690150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1690152.625000 Penalty: 3188.481934
	Iteration 55Q: 3 clusters Score -1690153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1690153.875000 Penalty: 3188.481934
	Iteration 56Q: 3 clusters Score -1690154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1690157.750000 Penalty: 3188.481934
	Iteration 57Q: 3 clusters Score -1690158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1690159.250000 Penalty: 3188.481934
	Iteration 58Q: 3 clusters Score -1690159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1690160.750000 Penalty: 3188.481934
	Iteration 59Q: 3 clusters Score -1690161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1690160.750000 Penalty: 3188.481934
	Iteration 60F: 3 clusters Score -1690161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1690160.500000 Penalty: 3188.481934
	Iteration 61Q: 3 clusters Score -1690160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1690161.250000 Penalty: 3188.481934
	Iteration 62Q: 3 clusters Score -1690161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1690161.000000 Penalty: 3188.481934
	Iteration 63Q: 3 clusters Score -1690161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1690164.500000 Penalty: 3188.481934
	Iteration 64Q: 3 clusters Score -1690164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1690165.000000 Penalty: 3188.481934
	Iteration 65Q: 3 clusters Score -1690165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1690165.250000 Penalty: 3188.481934
	Iteration 66Q: 3 clusters Score -1690165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1690165.875000 Penalty: 3188.481934
	Iteration 67Q: 3 clusters Score -1690166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1690165.875000 Penalty: 3188.481934
	Iteration 68Q: 3 clusters Score -1690166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1690168.625000 Penalty: 3188.481934
	Iteration 69Q: 3 clusters Score -1690169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1690168.625000 Penalty: 3188.481934
	Iteration 70F: 3 clusters Score -1690169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Entering Unmasked Estep 
Score: -888549.062500 Penalty: 1491.109741
	Iteration 0F: 2 clusters Score -888549.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -881619.687500 Penalty: 2982.219482
	Iteration 0F: 3 clusters Score -881619.7 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -884179.062500 Penalty: 2982.219482
	Iteration 1F: 3 clusters Score -884179.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -884770.062500 Penalty: 2982.219482
	Iteration 2F: 3 clusters Score -884770.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -885430.312500 Penalty: 2982.219482
	Iteration 3F: 3 clusters Score -885430.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -886230.125000 Penalty: 2982.219482
	Iteration 4F: 3 clusters Score -886230.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -887092.562500 Penalty: 2982.219482
	Iteration 5F: 3 clusters Score -887092.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -887959.625000 Penalty: 2982.219482
	Iteration 6F: 3 clusters Score -887959.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -888604.937500 Penalty: 2982.219482
	Iteration 7F: 3 clusters Score -888604.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -888943.625000 Penalty: 2982.219482
	Iteration 8Q: 3 clusters Score -888943.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -889078.750000 Penalty: 2982.219482
	Iteration 9Q: 3 clusters Score -889078.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -889135.312500 Penalty: 2982.219482
	Iteration 10Q: 3 clusters Score -889135.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -889165.500000 Penalty: 2982.219482
	Iteration 11Q: 3 clusters Score -889165.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -889178.250000 Penalty: 2982.219482
	Iteration 12Q: 3 clusters Score -889178.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -889184.125000 Penalty: 2982.219482
	Iteration 13Q: 3 clusters Score -889184.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -889187.875000 Penalty: 2982.219482
	Iteration 14Q: 3 clusters Score -889187.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -889186.687500 Penalty: 2982.219482
	Iteration 15Q: 3 clusters Score -889186.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -889186.750000 Penalty: 2982.219482
	Iteration 16Q: 3 clusters Score -889186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -889189.500000 Penalty: 2982.219482
	Iteration 17Q: 3 clusters Score -889189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -889191.437500 Penalty: 2982.219482
	Iteration 18Q: 3 clusters Score -889191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -889191.000000 Penalty: 2982.219482
	Iteration 19Q: 3 clusters Score -889191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -889192.000000 Penalty: 2982.219482
	Iteration 20F: 3 clusters Score -889192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -889191.937500 Penalty: 2982.219482
	Iteration 21Q: 3 clusters Score -889191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -889190.875000 Penalty: 2982.219482
	Iteration 22Q: 3 clusters Score -889190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -889189.687500 Penalty: 2982.219482
	Iteration 23Q: 3 clusters Score -889189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -889189.687500 Penalty: 2982.219482
	Iteration 24F: 3 clusters Score -889189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 25058 members 
Mstep: Class 3 contains 40130 members 
Mstep: Class 4 contains 24802 members 
Mstep: Class 5 contains 38261 members 
Mstep: Class 6 contains 15794 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38662 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 40505 members 
Mstep: Class 15 contains 26478 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26891 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 6814 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 6923 members 
Mstep: Class 26 contains 21557 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 22654 members 
Mstep: Class 29 contains 7746 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9991 members 
Mstep: Class 32 contains 20869 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5214 members 
Mstep: Class 38 contains 1161 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27197 members 
Mstep: Class 42 contains 4765 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4367 members 
Mstep: Class 47 contains 3422 members 
Entering Unmasked Estep 
Score: -49772244.000000 Penalty: 100859.070312
Splitting cluster 13 changes total score from -49771700.000000 to -49772244.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 14 (40505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Entering Unmasked Estep 
Score: -3955648.250000 Penalty: 1723.991821
	Iteration 0F: 2 clusters Score -3955648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3934300.000000 Penalty: 3447.983643
	Iteration 0F: 3 clusters Score -3934300 nChanged 18887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3944697.750000 Penalty: 3447.983643
	Iteration 1F: 3 clusters Score -3944698 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3945021.500000 Penalty: 3447.983643
	Iteration 2Q: 3 clusters Score -3945022 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3945351.250000 Penalty: 3447.983643
	Iteration 3Q: 3 clusters Score -3945351 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3945760.250000 Penalty: 3447.983643
	Iteration 4Q: 3 clusters Score -3945760 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3946235.250000 Penalty: 3447.983643
	Iteration 5Q: 3 clusters Score -3946235 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3947006.250000 Penalty: 3447.983643
	Iteration 6Q: 3 clusters Score -3947006 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3948162.500000 Penalty: 3447.983643
	Iteration 7F: 3 clusters Score -3948162 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -3950005.000000 Penalty: 3447.983643
	Iteration 8F: 3 clusters Score -3950005 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3952482.500000 Penalty: 3447.983643
	Iteration 9F: 3 clusters Score -3952482 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -3954265.750000 Penalty: 3447.983643
	Iteration 10F: 3 clusters Score -3954266 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -3954837.500000 Penalty: 3447.983643
	Iteration 11Q: 3 clusters Score -3954838 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -3954886.500000 Penalty: 3447.983643
	Iteration 12Q: 3 clusters Score -3954886 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -3954874.750000 Penalty: 3447.983643
	Iteration 13Q: 3 clusters Score -3954875 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -3954836.000000 Penalty: 3447.983643
	Iteration 14Q: 3 clusters Score -3954836 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -3954811.250000 Penalty: 3447.983643
	Iteration 15Q: 3 clusters Score -3954811 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -3954782.000000 Penalty: 3447.983643
	Iteration 16Q: 3 clusters Score -3954782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -3954749.750000 Penalty: 3447.983643
	Iteration 17Q: 3 clusters Score -3954750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -3954731.750000 Penalty: 3447.983643
	Iteration 18Q: 3 clusters Score -3954732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -3954719.750000 Penalty: 3447.983643
	Iteration 19Q: 3 clusters Score -3954720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -3954695.500000 Penalty: 3447.983643
	Iteration 20F: 3 clusters Score -3954696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -3954687.500000 Penalty: 3447.983643
	Iteration 21Q: 3 clusters Score -3954688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -3954688.500000 Penalty: 3447.983643
	Iteration 22Q: 3 clusters Score -3954688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -3954689.500000 Penalty: 3447.983643
	Iteration 23Q: 3 clusters Score -3954690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -3954695.750000 Penalty: 3447.983643
	Iteration 24Q: 3 clusters Score -3954696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -3954684.000000 Penalty: 3447.983643
	Iteration 25Q: 3 clusters Score -3954684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -3954676.000000 Penalty: 3447.983643
	Iteration 26Q: 3 clusters Score -3954676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -3954681.750000 Penalty: 3447.983643
	Iteration 27Q: 3 clusters Score -3954682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -3954679.250000 Penalty: 3447.983643
	Iteration 28Q: 3 clusters Score -3954679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -3954684.250000 Penalty: 3447.983643
	Iteration 29Q: 3 clusters Score -3954684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -3954671.250000 Penalty: 3447.983643
	Iteration 30Q: 3 clusters Score -3954671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -3954670.000000 Penalty: 3447.983643
	Iteration 31Q: 3 clusters Score -3954670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -3954671.250000 Penalty: 3447.983643
	Iteration 32Q: 3 clusters Score -3954671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -3954667.250000 Penalty: 3447.983643
	Iteration 33Q: 3 clusters Score -3954667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -3954669.500000 Penalty: 3447.983643
	Iteration 34Q: 3 clusters Score -3954670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -3954657.500000 Penalty: 3447.983643
	Iteration 35Q: 3 clusters Score -3954658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -3954659.250000 Penalty: 3447.983643
	Iteration 36Q: 3 clusters Score -3954659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -3954661.500000 Penalty: 3447.983643
	Iteration 37Q: 3 clusters Score -3954662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -3954661.750000 Penalty: 3447.983643
	Iteration 38Q: 3 clusters Score -3954662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -3954661.750000 Penalty: 3447.983643
	Iteration 39F: 3 clusters Score -3954662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Entering Unmasked Estep 
Score: -2394373.500000 Penalty: 1654.911255
	Iteration 0F: 2 clusters Score -2394374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2376349.250000 Penalty: 3309.822510
	Iteration 0F: 3 clusters Score -2376349 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2383292.250000 Penalty: 3309.822510
	Iteration 1F: 3 clusters Score -2383292 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2383934.250000 Penalty: 3309.822510
	Iteration 2F: 3 clusters Score -2383934 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2384849.750000 Penalty: 3309.822510
	Iteration 3F: 3 clusters Score -2384850 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2386080.750000 Penalty: 3309.822510
	Iteration 4F: 3 clusters Score -2386081 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2387521.250000 Penalty: 3309.822510
	Iteration 5F: 3 clusters Score -2387521 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2388977.750000 Penalty: 3309.822510
	Iteration 6F: 3 clusters Score -2388978 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2390214.000000 Penalty: 3309.822510
	Iteration 7F: 3 clusters Score -2390214 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2391181.750000 Penalty: 3309.822510
	Iteration 8Q: 3 clusters Score -2391182 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2391886.000000 Penalty: 3309.822510
	Iteration 9Q: 3 clusters Score -2391886 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2392314.500000 Penalty: 3309.822510
	Iteration 10Q: 3 clusters Score -2392314 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2392611.750000 Penalty: 3309.822510
	Iteration 11Q: 3 clusters Score -2392612 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2392789.500000 Penalty: 3309.822510
	Iteration 12Q: 3 clusters Score -2392790 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2392903.250000 Penalty: 3309.822510
	Iteration 13Q: 3 clusters Score -2392903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2392982.250000 Penalty: 3309.822510
	Iteration 14Q: 3 clusters Score -2392982 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2393051.000000 Penalty: 3309.822510
	Iteration 15Q: 3 clusters Score -2393051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2393095.500000 Penalty: 3309.822510
	Iteration 16Q: 3 clusters Score -2393096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2393116.500000 Penalty: 3309.822510
	Iteration 17Q: 3 clusters Score -2393116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2393144.000000 Penalty: 3309.822510
	Iteration 18Q: 3 clusters Score -2393144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2393170.500000 Penalty: 3309.822510
	Iteration 19Q: 3 clusters Score -2393170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2393185.500000 Penalty: 3309.822510
	Iteration 20F: 3 clusters Score -2393186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2393194.750000 Penalty: 3309.822510
	Iteration 21Q: 3 clusters Score -2393195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2393205.000000 Penalty: 3309.822510
	Iteration 22Q: 3 clusters Score -2393205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2393207.750000 Penalty: 3309.822510
	Iteration 23Q: 3 clusters Score -2393208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2393210.500000 Penalty: 3309.822510
	Iteration 24Q: 3 clusters Score -2393210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2393216.500000 Penalty: 3309.822510
	Iteration 25Q: 3 clusters Score -2393216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2393222.250000 Penalty: 3309.822510
	Iteration 26Q: 3 clusters Score -2393222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2393224.250000 Penalty: 3309.822510
	Iteration 27Q: 3 clusters Score -2393224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2393226.000000 Penalty: 3309.822510
	Iteration 28Q: 3 clusters Score -2393226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2393234.750000 Penalty: 3309.822510
	Iteration 29Q: 3 clusters Score -2393235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2393233.250000 Penalty: 3309.822510
	Iteration 30Q: 3 clusters Score -2393233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2393238.750000 Penalty: 3309.822510
	Iteration 31Q: 3 clusters Score -2393239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2393243.750000 Penalty: 3309.822510
	Iteration 32Q: 3 clusters Score -2393244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2393246.750000 Penalty: 3309.822510
	Iteration 33Q: 3 clusters Score -2393247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2393244.250000 Penalty: 3309.822510
	Iteration 34Q: 3 clusters Score -2393244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2393251.000000 Penalty: 3309.822510
	Iteration 35Q: 3 clusters Score -2393251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2393252.500000 Penalty: 3309.822510
	Iteration 36Q: 3 clusters Score -2393252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2393256.250000 Penalty: 3309.822510
	Iteration 37Q: 3 clusters Score -2393256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2393257.250000 Penalty: 3309.822510
	Iteration 38Q: 3 clusters Score -2393257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2393257.250000 Penalty: 3309.822510
	Iteration 39F: 3 clusters Score -2393257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -137144.234375 Penalty: 1201.605103
	Iteration 0F: 2 clusters Score -137144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -135258.750000 Penalty: 2403.210205
	Iteration 0F: 3 clusters Score -135258.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135718.734375 Penalty: 2403.210205
	Iteration 1F: 3 clusters Score -135718.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135884.156250 Penalty: 2403.210205
	Iteration 2F: 3 clusters Score -135884.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -136000.656250 Penalty: 2403.210205
	Iteration 3F: 3 clusters Score -136000.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136109.359375 Penalty: 2403.210205
	Iteration 4F: 3 clusters Score -136109.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136190.687500 Penalty: 2403.210205
	Iteration 5Q: 3 clusters Score -136190.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136256.546875 Penalty: 2403.210205
	Iteration 6Q: 3 clusters Score -136256.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136311.718750 Penalty: 2403.210205
	Iteration 7Q: 3 clusters Score -136311.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -136344.281250 Penalty: 2403.210205
	Iteration 8Q: 3 clusters Score -136344.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -136362.968750 Penalty: 2403.210205
	Iteration 9Q: 3 clusters Score -136363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -136369.593750 Penalty: 2403.210205
	Iteration 10Q: 3 clusters Score -136369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136371.703125 Penalty: 2403.210205
	Iteration 11Q: 3 clusters Score -136371.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136371.703125 Penalty: 2403.210205
	Iteration 12F: 3 clusters Score -136371.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Entering Unmasked Estep 
Score: -3737001.500000 Penalty: 1719.505371
	Iteration 0F: 2 clusters Score -3737002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3712517.500000 Penalty: 3439.010742
	Iteration 0F: 3 clusters Score -3712518 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3722803.000000 Penalty: 3439.010742
	Iteration 1F: 3 clusters Score -3722803 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3723295.500000 Penalty: 3439.010742
	Iteration 2Q: 3 clusters Score -3723296 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3723910.500000 Penalty: 3439.010742
	Iteration 3Q: 3 clusters Score -3723910 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3724749.750000 Penalty: 3439.010742
	Iteration 4Q: 3 clusters Score -3724750 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3726167.250000 Penalty: 3439.010742
	Iteration 5F: 3 clusters Score -3726167 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -3728352.000000 Penalty: 3439.010742
	Iteration 6F: 3 clusters Score -3728352 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -3731382.500000 Penalty: 3439.010742
	Iteration 7F: 3 clusters Score -3731382 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -3733720.750000 Penalty: 3439.010742
	Iteration 8F: 3 clusters Score -3733721 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -3734808.750000 Penalty: 3439.010742
	Iteration 9Q: 3 clusters Score -3734809 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -3735239.500000 Penalty: 3439.010742
	Iteration 10Q: 3 clusters Score -3735240 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -3735393.000000 Penalty: 3439.010742
	Iteration 11Q: 3 clusters Score -3735393 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -3735529.750000 Penalty: 3439.010742
	Iteration 12Q: 3 clusters Score -3735530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -3735551.750000 Penalty: 3439.010742
	Iteration 13Q: 3 clusters Score -3735552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -3735567.500000 Penalty: 3439.010742
	Iteration 14Q: 3 clusters Score -3735568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -3735577.000000 Penalty: 3439.010742
	Iteration 15Q: 3 clusters Score -3735577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3735593.000000 Penalty: 3439.010742
	Iteration 16Q: 3 clusters Score -3735593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -3735603.500000 Penalty: 3439.010742
	Iteration 17Q: 3 clusters Score -3735604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -3735606.500000 Penalty: 3439.010742
	Iteration 18Q: 3 clusters Score -3735606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -3735609.750000 Penalty: 3439.010742
	Iteration 19Q: 3 clusters Score -3735610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -3735614.250000 Penalty: 3439.010742
	Iteration 20F: 3 clusters Score -3735614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -3735618.250000 Penalty: 3439.010742
	Iteration 21Q: 3 clusters Score -3735618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -3735632.250000 Penalty: 3439.010742
	Iteration 22Q: 3 clusters Score -3735632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -3735639.500000 Penalty: 3439.010742
	Iteration 23Q: 3 clusters Score -3735640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -3735644.250000 Penalty: 3439.010742
	Iteration 24Q: 3 clusters Score -3735644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -3735652.500000 Penalty: 3439.010742
	Iteration 25Q: 3 clusters Score -3735652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -3735650.000000 Penalty: 3439.010742
	Iteration 26Q: 3 clusters Score -3735650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -3735652.500000 Penalty: 3439.010742
	Iteration 27Q: 3 clusters Score -3735652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -3735652.500000 Penalty: 3439.010742
	Iteration 28F: 3 clusters Score -3735652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -93549.703125 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -93549.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -92012.882812 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -92012.88 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92499.523438 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -92499.52 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -92760.500000 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -92760.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92976.210938 Penalty: 2307.240479
	Iteration 3F: 3 clusters Score -92976.21 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93238.585938 Penalty: 2307.240479
	Iteration 4F: 3 clusters Score -93238.59 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -93408.210938 Penalty: 2307.240479
	Iteration 5F: 3 clusters Score -93408.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -93480.117188 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -93480.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -93522.570312 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -93522.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -93546.210938 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -93546.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -93551.726562 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -93551.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -93556.093750 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -93556.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -93559.335938 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -93559.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93561.656250 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -93561.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -93562.570312 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -93562.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93563.351562 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -93563.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -93563.843750 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -93563.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -93563.843750 Penalty: 2307.240479
	Iteration 16F: 3 clusters Score -93563.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 25058 members 
Mstep: Class 3 contains 40130 members 
Mstep: Class 4 contains 24802 members 
Mstep: Class 5 contains 38261 members 
Mstep: Class 6 contains 15794 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38662 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 40505 members 
Mstep: Class 15 contains 26478 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26891 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 6814 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 6923 members 
Mstep: Class 26 contains 21557 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 22654 members 
Mstep: Class 29 contains 7746 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9991 members 
Mstep: Class 32 contains 20869 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5214 members 
Mstep: Class 38 contains 1161 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27197 members 
Mstep: Class 42 contains 4765 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4367 members 
Mstep: Class 47 contains 3422 members 
Mstep: Class 48 contains 626 members 
Entering Unmasked Estep 
Score: -49771252.000000 Penalty: 103005.007812
Splitting cluster 18 changes total score from -49771700.000000 to -49771252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -289474.718750 Penalty: 1308.601562
	Iteration 0F: 2 clusters Score -289474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -286690.812500 Penalty: 2617.203125
	Iteration 0F: 3 clusters Score -286690.8 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -287464.281250 Penalty: 2617.203125
	Iteration 1F: 3 clusters Score -287464.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -287692.343750 Penalty: 2617.203125
	Iteration 2F: 3 clusters Score -287692.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -287869.593750 Penalty: 2617.203125
	Iteration 3F: 3 clusters Score -287869.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -287995.781250 Penalty: 2617.203125
	Iteration 4F: 3 clusters Score -287995.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -288097.343750 Penalty: 2617.203125
	Iteration 5Q: 3 clusters Score -288097.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -288177.093750 Penalty: 2617.203125
	Iteration 6Q: 3 clusters Score -288177.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288247.625000 Penalty: 2617.203125
	Iteration 7Q: 3 clusters Score -288247.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -288311.906250 Penalty: 2617.203125
	Iteration 8Q: 3 clusters Score -288311.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288353.000000 Penalty: 2617.203125
	Iteration 9Q: 3 clusters Score -288353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -288377.593750 Penalty: 2617.203125
	Iteration 10Q: 3 clusters Score -288377.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -288397.187500 Penalty: 2617.203125
	Iteration 11Q: 3 clusters Score -288397.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -288419.593750 Penalty: 2617.203125
	Iteration 12Q: 3 clusters Score -288419.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -288441.906250 Penalty: 2617.203125
	Iteration 13Q: 3 clusters Score -288441.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -288460.406250 Penalty: 2617.203125
	Iteration 14Q: 3 clusters Score -288460.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288480.312500 Penalty: 2617.203125
	Iteration 15Q: 3 clusters Score -288480.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288490.906250 Penalty: 2617.203125
	Iteration 16Q: 3 clusters Score -288490.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288496.593750 Penalty: 2617.203125
	Iteration 17Q: 3 clusters Score -288496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -288503.312500 Penalty: 2617.203125
	Iteration 18Q: 3 clusters Score -288503.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288506.968750 Penalty: 2617.203125
	Iteration 19Q: 3 clusters Score -288507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288510.250000 Penalty: 2617.203125
	Iteration 20F: 3 clusters Score -288510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -288515.406250 Penalty: 2617.203125
	Iteration 21Q: 3 clusters Score -288515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -288521.843750 Penalty: 2617.203125
	Iteration 22Q: 3 clusters Score -288521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -288526.500000 Penalty: 2617.203125
	Iteration 23Q: 3 clusters Score -288526.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -288530.750000 Penalty: 2617.203125
	Iteration 24Q: 3 clusters Score -288530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -288535.718750 Penalty: 2617.203125
	Iteration 25Q: 3 clusters Score -288535.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -288539.906250 Penalty: 2617.203125
	Iteration 26Q: 3 clusters Score -288539.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -288549.218750 Penalty: 2617.203125
	Iteration 27Q: 3 clusters Score -288549.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288559.812500 Penalty: 2617.203125
	Iteration 28Q: 3 clusters Score -288559.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288565.875000 Penalty: 2617.203125
	Iteration 29Q: 3 clusters Score -288565.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -288567.843750 Penalty: 2617.203125
	Iteration 30Q: 3 clusters Score -288567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -288569.656250 Penalty: 2617.203125
	Iteration 31Q: 3 clusters Score -288569.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -288573.687500 Penalty: 2617.203125
	Iteration 32Q: 3 clusters Score -288573.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -288578.781250 Penalty: 2617.203125
	Iteration 33Q: 3 clusters Score -288578.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -288583.562500 Penalty: 2617.203125
	Iteration 34Q: 3 clusters Score -288583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -288589.312500 Penalty: 2617.203125
	Iteration 35Q: 3 clusters Score -288589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288594.906250 Penalty: 2617.203125
	Iteration 36Q: 3 clusters Score -288594.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -288603.093750 Penalty: 2617.203125
	Iteration 37Q: 3 clusters Score -288603.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288615.781250 Penalty: 2617.203125
	Iteration 38Q: 3 clusters Score -288615.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288629.375000 Penalty: 2617.203125
	Iteration 39Q: 3 clusters Score -288629.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -288638.531250 Penalty: 2617.203125
	Iteration 40F: 3 clusters Score -288638.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -288648.937500 Penalty: 2617.203125
	Iteration 41Q: 3 clusters Score -288648.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288663.500000 Penalty: 2617.203125
	Iteration 42Q: 3 clusters Score -288663.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -288675.968750 Penalty: 2617.203125
	Iteration 43Q: 3 clusters Score -288676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -288680.406250 Penalty: 2617.203125
	Iteration 44Q: 3 clusters Score -288680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -288684.187500 Penalty: 2617.203125
	Iteration 45Q: 3 clusters Score -288684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -288687.906250 Penalty: 2617.203125
	Iteration 46Q: 3 clusters Score -288687.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -288692.000000 Penalty: 2617.203125
	Iteration 47Q: 3 clusters Score -288692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -288693.968750 Penalty: 2617.203125
	Iteration 48Q: 3 clusters Score -288694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288694.656250 Penalty: 2617.203125
	Iteration 49Q: 3 clusters Score -288694.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -288695.531250 Penalty: 2617.203125
	Iteration 50Q: 3 clusters Score -288695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -288695.531250 Penalty: 2617.203125
	Iteration 51Q: 3 clusters Score -288695.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -288695.531250 Penalty: 2617.203125
	Iteration 52F: 3 clusters Score -288695.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Entering Unmasked Estep 
Score: -2654959.500000 Penalty: 1657.426392
	Iteration 0F: 2 clusters Score -2654960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2638145.750000 Penalty: 3314.852783
	Iteration 0F: 3 clusters Score -2638146 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2644780.000000 Penalty: 3314.852783
	Iteration 1F: 3 clusters Score -2644780 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2645092.250000 Penalty: 3314.852783
	Iteration 2Q: 3 clusters Score -2645092 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2645483.750000 Penalty: 3314.852783
	Iteration 3Q: 3 clusters Score -2645484 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2645965.000000 Penalty: 3314.852783
	Iteration 4Q: 3 clusters Score -2645965 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2646732.250000 Penalty: 3314.852783
	Iteration 5F: 3 clusters Score -2646732 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2647776.500000 Penalty: 3314.852783
	Iteration 6F: 3 clusters Score -2647776 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2649126.250000 Penalty: 3314.852783
	Iteration 7F: 3 clusters Score -2649126 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2650765.750000 Penalty: 3314.852783
	Iteration 8F: 3 clusters Score -2650766 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2652142.000000 Penalty: 3314.852783
	Iteration 9F: 3 clusters Score -2652142 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2652969.250000 Penalty: 3314.852783
	Iteration 10Q: 3 clusters Score -2652969 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2653268.750000 Penalty: 3314.852783
	Iteration 11Q: 3 clusters Score -2653269 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2653416.750000 Penalty: 3314.852783
	Iteration 12Q: 3 clusters Score -2653417 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -2653474.000000 Penalty: 3314.852783
	Iteration 13Q: 3 clusters Score -2653474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -2653506.500000 Penalty: 3314.852783
	Iteration 14Q: 3 clusters Score -2653506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2653520.250000 Penalty: 3314.852783
	Iteration 15Q: 3 clusters Score -2653520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2653534.000000 Penalty: 3314.852783
	Iteration 16Q: 3 clusters Score -2653534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -2653543.500000 Penalty: 3314.852783
	Iteration 17Q: 3 clusters Score -2653544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2653543.750000 Penalty: 3314.852783
	Iteration 18Q: 3 clusters Score -2653544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -2653545.750000 Penalty: 3314.852783
	Iteration 19Q: 3 clusters Score -2653546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -2653545.000000 Penalty: 3314.852783
	Iteration 20F: 3 clusters Score -2653545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -2653549.250000 Penalty: 3314.852783
	Iteration 21Q: 3 clusters Score -2653549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2653555.000000 Penalty: 3314.852783
	Iteration 22Q: 3 clusters Score -2653555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -2653553.750000 Penalty: 3314.852783
	Iteration 23Q: 3 clusters Score -2653554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -2653553.750000 Penalty: 3314.852783
	Iteration 24F: 3 clusters Score -2653554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Entering Unmasked Estep 
Score: -995250.250000 Penalty: 1497.021240
	Iteration 0F: 2 clusters Score -995250.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -988059.500000 Penalty: 2994.042480
	Iteration 0F: 3 clusters Score -988059.5 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -990455.750000 Penalty: 2994.042480
	Iteration 1F: 3 clusters Score -990455.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -990725.500000 Penalty: 2994.042480
	Iteration 2F: 3 clusters Score -990725.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -990922.687500 Penalty: 2994.042480
	Iteration 3F: 3 clusters Score -990922.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -991085.125000 Penalty: 2994.042480
	Iteration 4Q: 3 clusters Score -991085.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -991248.562500 Penalty: 2994.042480
	Iteration 5Q: 3 clusters Score -991248.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -991451.125000 Penalty: 2994.042480
	Iteration 6Q: 3 clusters Score -991451.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -991674.250000 Penalty: 2994.042480
	Iteration 7Q: 3 clusters Score -991674.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -991919.250000 Penalty: 2994.042480
	Iteration 8Q: 3 clusters Score -991919.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -992240.500000 Penalty: 2994.042480
	Iteration 9Q: 3 clusters Score -992240.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -992621.187500 Penalty: 2994.042480
	Iteration 10Q: 3 clusters Score -992621.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -992987.812500 Penalty: 2994.042480
	Iteration 11Q: 3 clusters Score -992987.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -993309.562500 Penalty: 2994.042480
	Iteration 12Q: 3 clusters Score -993309.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -993502.687500 Penalty: 2994.042480
	Iteration 13Q: 3 clusters Score -993502.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -993634.062500 Penalty: 2994.042480
	Iteration 14Q: 3 clusters Score -993634.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -993715.062500 Penalty: 2994.042480
	Iteration 15Q: 3 clusters Score -993715.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -993782.562500 Penalty: 2994.042480
	Iteration 16Q: 3 clusters Score -993782.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -993834.125000 Penalty: 2994.042480
	Iteration 17Q: 3 clusters Score -993834.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -993866.500000 Penalty: 2994.042480
	Iteration 18Q: 3 clusters Score -993866.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -993887.375000 Penalty: 2994.042480
	Iteration 19Q: 3 clusters Score -993887.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -993903.625000 Penalty: 2994.042480
	Iteration 20F: 3 clusters Score -993903.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -993915.500000 Penalty: 2994.042480
	Iteration 21Q: 3 clusters Score -993915.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -993924.312500 Penalty: 2994.042480
	Iteration 22Q: 3 clusters Score -993924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -993932.562500 Penalty: 2994.042480
	Iteration 23Q: 3 clusters Score -993932.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -993942.000000 Penalty: 2994.042480
	Iteration 24Q: 3 clusters Score -993942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -993948.937500 Penalty: 2994.042480
	Iteration 25Q: 3 clusters Score -993948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -993952.437500 Penalty: 2994.042480
	Iteration 26Q: 3 clusters Score -993952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -993953.875000 Penalty: 2994.042480
	Iteration 27Q: 3 clusters Score -993953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -993959.250000 Penalty: 2994.042480
	Iteration 28Q: 3 clusters Score -993959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -993965.937500 Penalty: 2994.042480
	Iteration 29Q: 3 clusters Score -993965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -993966.937500 Penalty: 2994.042480
	Iteration 30Q: 3 clusters Score -993966.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -993974.125000 Penalty: 2994.042480
	Iteration 31Q: 3 clusters Score -993974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -993979.750000 Penalty: 2994.042480
	Iteration 32Q: 3 clusters Score -993979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -993984.125000 Penalty: 2994.042480
	Iteration 33Q: 3 clusters Score -993984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -993984.750000 Penalty: 2994.042480
	Iteration 34Q: 3 clusters Score -993984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -993987.875000 Penalty: 2994.042480
	Iteration 35Q: 3 clusters Score -993987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -993988.062500 Penalty: 2994.042480
	Iteration 36Q: 3 clusters Score -993988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -993988.687500 Penalty: 2994.042480
	Iteration 37Q: 3 clusters Score -993988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -993989.812500 Penalty: 2994.042480
	Iteration 38Q: 3 clusters Score -993989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -993992.500000 Penalty: 2994.042480
	Iteration 39Q: 3 clusters Score -993992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -993994.437500 Penalty: 2994.042480
	Iteration 40F: 3 clusters Score -993994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -993995.125000 Penalty: 2994.042480
	Iteration 41Q: 3 clusters Score -993995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -993995.062500 Penalty: 2994.042480
	Iteration 42Q: 3 clusters Score -993995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -993995.062500 Penalty: 2994.042480
	Iteration 43F: 3 clusters Score -993995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -237946.812500 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -237946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -235374.468750 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -235374.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -236022.343750 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -236022.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -236231.328125 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -236231.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -236420.031250 Penalty: 2574.970459
	Iteration 3F: 3 clusters Score -236420 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -236609.859375 Penalty: 2574.970459
	Iteration 4F: 3 clusters Score -236609.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -236810.750000 Penalty: 2574.970459
	Iteration 5F: 3 clusters Score -236810.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -237107.484375 Penalty: 2574.970459
	Iteration 6F: 3 clusters Score -237107.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -237360.406250 Penalty: 2574.970459
	Iteration 7F: 3 clusters Score -237360.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -237578.484375 Penalty: 2574.970459
	Iteration 8F: 3 clusters Score -237578.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -237736.859375 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -237736.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -237852.781250 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -237852.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -237917.453125 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -237917.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -237973.578125 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -237973.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -238000.125000 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -238000.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -238021.875000 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -238021.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -238028.937500 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -238028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -238032.796875 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -238032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -238036.640625 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -238036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -238039.343750 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -238039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -238041.359375 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -238041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -238041.359375 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -238041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 25058 members 
Mstep: Class 3 contains 40130 members 
Mstep: Class 4 contains 24802 members 
Mstep: Class 5 contains 38261 members 
Mstep: Class 6 contains 15794 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38662 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 40505 members 
Mstep: Class 15 contains 26478 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26891 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 614 members 
Mstep: Class 23 contains 6814 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 6923 members 
Mstep: Class 26 contains 21557 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 22654 members 
Mstep: Class 29 contains 7746 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9991 members 
Mstep: Class 32 contains 20869 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5214 members 
Mstep: Class 38 contains 1161 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27197 members 
Mstep: Class 42 contains 4765 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4367 members 
Mstep: Class 47 contains 3422 members 
Mstep: Class 48 contains 2146 members 
Entering Unmasked Estep 
Score: -49771480.000000 Penalty: 103005.007812
Splitting cluster 22 changes total score from -49771700.000000 to -49771480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Entering Unmasked Estep 
Score: -618554.750000 Penalty: 1434.344360
	Iteration 0F: 2 clusters Score -618554.8 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 3395 members 
Entering Unmasked Estep 
Score: -613442.000000 Penalty: 2868.688721
	Iteration 0F: 3 clusters Score -613442 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -615198.687500 Penalty: 2868.688721
	Iteration 1F: 3 clusters Score -615198.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -615552.125000 Penalty: 2868.688721
	Iteration 2F: 3 clusters Score -615552.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -615833.312500 Penalty: 2868.688721
	Iteration 3F: 3 clusters Score -615833.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -616129.937500 Penalty: 2868.688721
	Iteration 4F: 3 clusters Score -616129.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -616458.125000 Penalty: 2868.688721
	Iteration 5F: 3 clusters Score -616458.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -616820.125000 Penalty: 2868.688721
	Iteration 6F: 3 clusters Score -616820.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -617129.937500 Penalty: 2868.688721
	Iteration 7F: 3 clusters Score -617129.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -617390.875000 Penalty: 2868.688721
	Iteration 8Q: 3 clusters Score -617390.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -617570.375000 Penalty: 2868.688721
	Iteration 9Q: 3 clusters Score -617570.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -617715.312500 Penalty: 2868.688721
	Iteration 10Q: 3 clusters Score -617715.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -617817.312500 Penalty: 2868.688721
	Iteration 11Q: 3 clusters Score -617817.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -617900.500000 Penalty: 2868.688721
	Iteration 12Q: 3 clusters Score -617900.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -617978.500000 Penalty: 2868.688721
	Iteration 13Q: 3 clusters Score -617978.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -618028.187500 Penalty: 2868.688721
	Iteration 14Q: 3 clusters Score -618028.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -618068.812500 Penalty: 2868.688721
	Iteration 15Q: 3 clusters Score -618068.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -618091.125000 Penalty: 2868.688721
	Iteration 16Q: 3 clusters Score -618091.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -618108.625000 Penalty: 2868.688721
	Iteration 17Q: 3 clusters Score -618108.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -618122.062500 Penalty: 2868.688721
	Iteration 18Q: 3 clusters Score -618122.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -618132.000000 Penalty: 2868.688721
	Iteration 19Q: 3 clusters Score -618132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -618135.125000 Penalty: 2868.688721
	Iteration 20F: 3 clusters Score -618135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -618137.750000 Penalty: 2868.688721
	Iteration 21Q: 3 clusters Score -618137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -618137.937500 Penalty: 2868.688721
	Iteration 22Q: 3 clusters Score -618137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -618140.937500 Penalty: 2868.688721
	Iteration 23Q: 3 clusters Score -618140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -618140.000000 Penalty: 2868.688721
	Iteration 24Q: 3 clusters Score -618140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -618140.125000 Penalty: 2868.688721
	Iteration 25Q: 3 clusters Score -618140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -618141.875000 Penalty: 2868.688721
	Iteration 26Q: 3 clusters Score -618141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -618142.000000 Penalty: 2868.688721
	Iteration 27Q: 3 clusters Score -618142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -618141.875000 Penalty: 2868.688721
	Iteration 28Q: 3 clusters Score -618141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -618142.937500 Penalty: 2868.688721
	Iteration 29Q: 3 clusters Score -618142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -618143.687500 Penalty: 2868.688721
	Iteration 30Q: 3 clusters Score -618143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -618143.062500 Penalty: 2868.688721
	Iteration 31Q: 3 clusters Score -618143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -618143.062500 Penalty: 2868.688721
	Iteration 32F: 3 clusters Score -618143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -275145.218750 Penalty: 1299.784180
	Iteration 0F: 2 clusters Score -275145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -272421.937500 Penalty: 2599.568359
	Iteration 0F: 3 clusters Score -272421.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -273068.406250 Penalty: 2599.568359
	Iteration 1F: 3 clusters Score -273068.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -273226.906250 Penalty: 2599.568359
	Iteration 2F: 3 clusters Score -273226.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -273339.937500 Penalty: 2599.568359
	Iteration 3F: 3 clusters Score -273339.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -273417.281250 Penalty: 2599.568359
	Iteration 4Q: 3 clusters Score -273417.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -273481.187500 Penalty: 2599.568359
	Iteration 5Q: 3 clusters Score -273481.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -273530.562500 Penalty: 2599.568359
	Iteration 6Q: 3 clusters Score -273530.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -273568.093750 Penalty: 2599.568359
	Iteration 7Q: 3 clusters Score -273568.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -273606.625000 Penalty: 2599.568359
	Iteration 8Q: 3 clusters Score -273606.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -273654.906250 Penalty: 2599.568359
	Iteration 9Q: 3 clusters Score -273654.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -273694.312500 Penalty: 2599.568359
	Iteration 10Q: 3 clusters Score -273694.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273740.406250 Penalty: 2599.568359
	Iteration 11Q: 3 clusters Score -273740.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -273788.812500 Penalty: 2599.568359
	Iteration 12Q: 3 clusters Score -273788.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -273846.875000 Penalty: 2599.568359
	Iteration 13Q: 3 clusters Score -273846.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -273917.000000 Penalty: 2599.568359
	Iteration 14Q: 3 clusters Score -273917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -273998.125000 Penalty: 2599.568359
	Iteration 15Q: 3 clusters Score -273998.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274073.781250 Penalty: 2599.568359
	Iteration 16Q: 3 clusters Score -274073.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -274131.281250 Penalty: 2599.568359
	Iteration 17Q: 3 clusters Score -274131.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274174.343750 Penalty: 2599.568359
	Iteration 18Q: 3 clusters Score -274174.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -274211.781250 Penalty: 2599.568359
	Iteration 19Q: 3 clusters Score -274211.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -274246.218750 Penalty: 2599.568359
	Iteration 20F: 3 clusters Score -274246.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -274266.875000 Penalty: 2599.568359
	Iteration 21Q: 3 clusters Score -274266.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -274283.375000 Penalty: 2599.568359
	Iteration 22Q: 3 clusters Score -274283.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -274293.656250 Penalty: 2599.568359
	Iteration 23Q: 3 clusters Score -274293.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -274300.718750 Penalty: 2599.568359
	Iteration 24Q: 3 clusters Score -274300.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -274303.781250 Penalty: 2599.568359
	Iteration 25Q: 3 clusters Score -274303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -274305.093750 Penalty: 2599.568359
	Iteration 26Q: 3 clusters Score -274305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -274305.468750 Penalty: 2599.568359
	Iteration 27Q: 3 clusters Score -274305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -274306.343750 Penalty: 2599.568359
	Iteration 28Q: 3 clusters Score -274306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -274307.937500 Penalty: 2599.568359
	Iteration 29Q: 3 clusters Score -274307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -274310.375000 Penalty: 2599.568359
	Iteration 30Q: 3 clusters Score -274310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -274314.093750 Penalty: 2599.568359
	Iteration 31Q: 3 clusters Score -274314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -274316.531250 Penalty: 2599.568359
	Iteration 32Q: 3 clusters Score -274316.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -274321.593750 Penalty: 2599.568359
	Iteration 33Q: 3 clusters Score -274321.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -274326.093750 Penalty: 2599.568359
	Iteration 34Q: 3 clusters Score -274326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -274331.593750 Penalty: 2599.568359
	Iteration 35Q: 3 clusters Score -274331.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -274335.187500 Penalty: 2599.568359
	Iteration 36Q: 3 clusters Score -274335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -274337.781250 Penalty: 2599.568359
	Iteration 37Q: 3 clusters Score -274337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -274340.093750 Penalty: 2599.568359
	Iteration 38Q: 3 clusters Score -274340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -274340.593750 Penalty: 2599.568359
	Iteration 39Q: 3 clusters Score -274340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -274340.812500 Penalty: 2599.568359
	Iteration 40F: 3 clusters Score -274340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Entering Unmasked Estep 
Score: -587709.500000 Penalty: 1436.923218
	Iteration 0F: 2 clusters Score -587709.5 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 3444 members 
Entering Unmasked Estep 
Score: -582446.812500 Penalty: 2873.846436
	Iteration 0F: 3 clusters Score -582446.8 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -584374.750000 Penalty: 2873.846436
	Iteration 1F: 3 clusters Score -584374.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -585071.562500 Penalty: 2873.846436
	Iteration 2F: 3 clusters Score -585071.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -585583.625000 Penalty: 2873.846436
	Iteration 3F: 3 clusters Score -585583.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -585904.437500 Penalty: 2873.846436
	Iteration 4F: 3 clusters Score -585904.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -586099.437500 Penalty: 2873.846436
	Iteration 5Q: 3 clusters Score -586099.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -586230.437500 Penalty: 2873.846436
	Iteration 6Q: 3 clusters Score -586230.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -586320.250000 Penalty: 2873.846436
	Iteration 7Q: 3 clusters Score -586320.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -586404.562500 Penalty: 2873.846436
	Iteration 8Q: 3 clusters Score -586404.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -586509.687500 Penalty: 2873.846436
	Iteration 9Q: 3 clusters Score -586509.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -586648.562500 Penalty: 2873.846436
	Iteration 10Q: 3 clusters Score -586648.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -586784.750000 Penalty: 2873.846436
	Iteration 11Q: 3 clusters Score -586784.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -586899.437500 Penalty: 2873.846436
	Iteration 12Q: 3 clusters Score -586899.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -587030.125000 Penalty: 2873.846436
	Iteration 13Q: 3 clusters Score -587030.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -587136.625000 Penalty: 2873.846436
	Iteration 14Q: 3 clusters Score -587136.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -587217.375000 Penalty: 2873.846436
	Iteration 15Q: 3 clusters Score -587217.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -587280.187500 Penalty: 2873.846436
	Iteration 16Q: 3 clusters Score -587280.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -587318.187500 Penalty: 2873.846436
	Iteration 17Q: 3 clusters Score -587318.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -587349.125000 Penalty: 2873.846436
	Iteration 18Q: 3 clusters Score -587349.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -587366.000000 Penalty: 2873.846436
	Iteration 19Q: 3 clusters Score -587366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -587374.000000 Penalty: 2873.846436
	Iteration 20F: 3 clusters Score -587374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -587385.437500 Penalty: 2873.846436
	Iteration 21Q: 3 clusters Score -587385.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -587396.312500 Penalty: 2873.846436
	Iteration 22Q: 3 clusters Score -587396.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -587401.687500 Penalty: 2873.846436
	Iteration 23Q: 3 clusters Score -587401.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -587406.875000 Penalty: 2873.846436
	Iteration 24Q: 3 clusters Score -587406.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -587410.687500 Penalty: 2873.846436
	Iteration 25Q: 3 clusters Score -587410.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -587414.375000 Penalty: 2873.846436
	Iteration 26Q: 3 clusters Score -587414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -587415.125000 Penalty: 2873.846436
	Iteration 27Q: 3 clusters Score -587415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -587416.375000 Penalty: 2873.846436
	Iteration 28Q: 3 clusters Score -587416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -587416.375000 Penalty: 2873.846436
	Iteration 29F: 3 clusters Score -587416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Entering Unmasked Estep 
Score: -2067562.125000 Penalty: 1621.499023
	Iteration 0F: 2 clusters Score -2067562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2052909.500000 Penalty: 3242.998047
	Iteration 0F: 3 clusters Score -2052910 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2058279.625000 Penalty: 3242.998047
	Iteration 1F: 3 clusters Score -2058280 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2058553.125000 Penalty: 3242.998047
	Iteration 2Q: 3 clusters Score -2058553 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2058794.625000 Penalty: 3242.998047
	Iteration 3Q: 3 clusters Score -2058795 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2059082.125000 Penalty: 3242.998047
	Iteration 4Q: 3 clusters Score -2059082 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2059470.375000 Penalty: 3242.998047
	Iteration 5Q: 3 clusters Score -2059470 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2060044.250000 Penalty: 3242.998047
	Iteration 6F: 3 clusters Score -2060044 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2060832.000000 Penalty: 3242.998047
	Iteration 7F: 3 clusters Score -2060832 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2061828.625000 Penalty: 3242.998047
	Iteration 8F: 3 clusters Score -2061829 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2062951.500000 Penalty: 3242.998047
	Iteration 9F: 3 clusters Score -2062952 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2064019.750000 Penalty: 3242.998047
	Iteration 10F: 3 clusters Score -2064020 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2064827.250000 Penalty: 3242.998047
	Iteration 11Q: 3 clusters Score -2064827 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2065393.625000 Penalty: 3242.998047
	Iteration 12Q: 3 clusters Score -2065394 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2065693.250000 Penalty: 3242.998047
	Iteration 13Q: 3 clusters Score -2065693 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2065854.000000 Penalty: 3242.998047
	Iteration 14Q: 3 clusters Score -2065854 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2065954.000000 Penalty: 3242.998047
	Iteration 15Q: 3 clusters Score -2065954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2066033.750000 Penalty: 3242.998047
	Iteration 16Q: 3 clusters Score -2066034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2066091.375000 Penalty: 3242.998047
	Iteration 17Q: 3 clusters Score -2066091 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2066133.000000 Penalty: 3242.998047
	Iteration 18Q: 3 clusters Score -2066133 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2066168.875000 Penalty: 3242.998047
	Iteration 19Q: 3 clusters Score -2066169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2066188.875000 Penalty: 3242.998047
	Iteration 20F: 3 clusters Score -2066189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2066210.125000 Penalty: 3242.998047
	Iteration 21Q: 3 clusters Score -2066210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2066228.000000 Penalty: 3242.998047
	Iteration 22Q: 3 clusters Score -2066228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2066233.750000 Penalty: 3242.998047
	Iteration 23Q: 3 clusters Score -2066234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2066236.375000 Penalty: 3242.998047
	Iteration 24Q: 3 clusters Score -2066236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2066243.125000 Penalty: 3242.998047
	Iteration 25Q: 3 clusters Score -2066243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2066251.375000 Penalty: 3242.998047
	Iteration 26Q: 3 clusters Score -2066251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2066255.625000 Penalty: 3242.998047
	Iteration 27Q: 3 clusters Score -2066256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2066262.875000 Penalty: 3242.998047
	Iteration 28Q: 3 clusters Score -2066263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2066265.000000 Penalty: 3242.998047
	Iteration 29Q: 3 clusters Score -2066265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2066271.500000 Penalty: 3242.998047
	Iteration 30Q: 3 clusters Score -2066272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2066284.375000 Penalty: 3242.998047
	Iteration 31Q: 3 clusters Score -2066284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2066286.750000 Penalty: 3242.998047
	Iteration 32Q: 3 clusters Score -2066287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2066294.500000 Penalty: 3242.998047
	Iteration 33Q: 3 clusters Score -2066294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2066296.375000 Penalty: 3242.998047
	Iteration 34Q: 3 clusters Score -2066296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2066299.000000 Penalty: 3242.998047
	Iteration 35Q: 3 clusters Score -2066299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2066300.250000 Penalty: 3242.998047
	Iteration 36Q: 3 clusters Score -2066300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2066303.750000 Penalty: 3242.998047
	Iteration 37Q: 3 clusters Score -2066304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2066304.000000 Penalty: 3242.998047
	Iteration 38Q: 3 clusters Score -2066304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2066305.375000 Penalty: 3242.998047
	Iteration 39Q: 3 clusters Score -2066305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2066306.625000 Penalty: 3242.998047
	Iteration 40F: 3 clusters Score -2066307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2066309.500000 Penalty: 3242.998047
	Iteration 41Q: 3 clusters Score -2066310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2066308.625000 Penalty: 3242.998047
	Iteration 42Q: 3 clusters Score -2066309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2066305.750000 Penalty: 3242.998047
	Iteration 43Q: 3 clusters Score -2066306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2066308.750000 Penalty: 3242.998047
	Iteration 44Q: 3 clusters Score -2066309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2066307.875000 Penalty: 3242.998047
	Iteration 45Q: 3 clusters Score -2066308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2066316.625000 Penalty: 3242.998047
	Iteration 46Q: 3 clusters Score -2066317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2066315.375000 Penalty: 3242.998047
	Iteration 47Q: 3 clusters Score -2066315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2066316.125000 Penalty: 3242.998047
	Iteration 48Q: 3 clusters Score -2066316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2066314.375000 Penalty: 3242.998047
	Iteration 49Q: 3 clusters Score -2066314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2066317.250000 Penalty: 3242.998047
	Iteration 50Q: 3 clusters Score -2066317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2066317.250000 Penalty: 3242.998047
	Iteration 51F: 3 clusters Score -2066317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -148248.984375 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -148249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -146393.093750 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -146393.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -146793.140625 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -146793.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -146915.859375 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -146915.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -146977.125000 Penalty: 2395.734131
	Iteration 3F: 3 clusters Score -146977.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -147022.203125 Penalty: 2395.734131
	Iteration 4Q: 3 clusters Score -147022.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -147053.734375 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -147053.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -147077.875000 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -147077.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -147095.015625 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -147095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -147102.453125 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -147102.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -147110.015625 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -147110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -147112.968750 Penalty: 2395.734131
	Iteration 10Q: 3 clusters Score -147113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147116.156250 Penalty: 2395.734131
	Iteration 11Q: 3 clusters Score -147116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -147116.890625 Penalty: 2395.734131
	Iteration 12Q: 3 clusters Score -147116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -147117.750000 Penalty: 2395.734131
	Iteration 13Q: 3 clusters Score -147117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -147117.750000 Penalty: 2395.734131
	Iteration 14F: 3 clusters Score -147117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Entering Unmasked Estep 
Score: -2233471.000000 Penalty: 1629.564819
	Iteration 0F: 2 clusters Score -2233471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2218619.500000 Penalty: 3259.129639
	Iteration 0F: 3 clusters Score -2218620 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2224203.750000 Penalty: 3259.129639
	Iteration 1F: 3 clusters Score -2224204 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2224532.750000 Penalty: 3259.129639
	Iteration 2Q: 3 clusters Score -2224533 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2224917.000000 Penalty: 3259.129639
	Iteration 3Q: 3 clusters Score -2224917 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2225414.000000 Penalty: 3259.129639
	Iteration 4Q: 3 clusters Score -2225414 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2226079.750000 Penalty: 3259.129639
	Iteration 5F: 3 clusters Score -2226080 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2226988.750000 Penalty: 3259.129639
	Iteration 6F: 3 clusters Score -2226989 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2228280.250000 Penalty: 3259.129639
	Iteration 7F: 3 clusters Score -2228280 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2229676.250000 Penalty: 3259.129639
	Iteration 8F: 3 clusters Score -2229676 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2230550.000000 Penalty: 3259.129639
	Iteration 9F: 3 clusters Score -2230550 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2230910.750000 Penalty: 3259.129639
	Iteration 10Q: 3 clusters Score -2230911 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2231031.750000 Penalty: 3259.129639
	Iteration 11Q: 3 clusters Score -2231032 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2231144.500000 Penalty: 3259.129639
	Iteration 12Q: 3 clusters Score -2231144 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2231241.500000 Penalty: 3259.129639
	Iteration 13Q: 3 clusters Score -2231242 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2231288.500000 Penalty: 3259.129639
	Iteration 14Q: 3 clusters Score -2231288 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2231378.500000 Penalty: 3259.129639
	Iteration 15Q: 3 clusters Score -2231378 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2231419.000000 Penalty: 3259.129639
	Iteration 16Q: 3 clusters Score -2231419 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2231462.250000 Penalty: 3259.129639
	Iteration 17Q: 3 clusters Score -2231462 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2231516.500000 Penalty: 3259.129639
	Iteration 18Q: 3 clusters Score -2231516 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2231552.000000 Penalty: 3259.129639
	Iteration 19Q: 3 clusters Score -2231552 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2231575.250000 Penalty: 3259.129639
	Iteration 20F: 3 clusters Score -2231575 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2231593.750000 Penalty: 3259.129639
	Iteration 21Q: 3 clusters Score -2231594 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2231617.250000 Penalty: 3259.129639
	Iteration 22Q: 3 clusters Score -2231617 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2231619.250000 Penalty: 3259.129639
	Iteration 23Q: 3 clusters Score -2231619 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2231612.250000 Penalty: 3259.129639
	Iteration 24Q: 3 clusters Score -2231612 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2231604.250000 Penalty: 3259.129639
	Iteration 25Q: 3 clusters Score -2231604 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2231601.250000 Penalty: 3259.129639
	Iteration 26Q: 3 clusters Score -2231601 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2231584.250000 Penalty: 3259.129639
	Iteration 27Q: 3 clusters Score -2231584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2231591.000000 Penalty: 3259.129639
	Iteration 28Q: 3 clusters Score -2231591 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2231589.250000 Penalty: 3259.129639
	Iteration 29Q: 3 clusters Score -2231589 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2231588.000000 Penalty: 3259.129639
	Iteration 30Q: 3 clusters Score -2231588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2231584.250000 Penalty: 3259.129639
	Iteration 31Q: 3 clusters Score -2231584 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2231581.250000 Penalty: 3259.129639
	Iteration 32Q: 3 clusters Score -2231581 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2231570.000000 Penalty: 3259.129639
	Iteration 33Q: 3 clusters Score -2231570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2231561.750000 Penalty: 3259.129639
	Iteration 34Q: 3 clusters Score -2231562 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2231566.000000 Penalty: 3259.129639
	Iteration 35Q: 3 clusters Score -2231566 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2231557.750000 Penalty: 3259.129639
	Iteration 36Q: 3 clusters Score -2231558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2231560.750000 Penalty: 3259.129639
	Iteration 37Q: 3 clusters Score -2231561 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2231554.500000 Penalty: 3259.129639
	Iteration 38Q: 3 clusters Score -2231554 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2231554.000000 Penalty: 3259.129639
	Iteration 39Q: 3 clusters Score -2231554 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2231551.000000 Penalty: 3259.129639
	Iteration 40F: 3 clusters Score -2231551 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2231565.250000 Penalty: 3259.129639
	Iteration 41Q: 3 clusters Score -2231565 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2231581.250000 Penalty: 3259.129639
	Iteration 42Q: 3 clusters Score -2231581 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2231630.500000 Penalty: 3259.129639
	Iteration 43Q: 3 clusters Score -2231630 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2231660.750000 Penalty: 3259.129639
	Iteration 44Q: 3 clusters Score -2231661 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2231716.750000 Penalty: 3259.129639
	Iteration 45Q: 3 clusters Score -2231717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2231757.750000 Penalty: 3259.129639
	Iteration 46Q: 3 clusters Score -2231758 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2231797.750000 Penalty: 3259.129639
	Iteration 47Q: 3 clusters Score -2231798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2231822.750000 Penalty: 3259.129639
	Iteration 48Q: 3 clusters Score -2231823 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2231840.000000 Penalty: 3259.129639
	Iteration 49Q: 3 clusters Score -2231840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2231864.000000 Penalty: 3259.129639
	Iteration 50Q: 3 clusters Score -2231864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2231877.750000 Penalty: 3259.129639
	Iteration 51Q: 3 clusters Score -2231878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2231889.500000 Penalty: 3259.129639
	Iteration 52Q: 3 clusters Score -2231890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2231895.250000 Penalty: 3259.129639
	Iteration 53Q: 3 clusters Score -2231895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2231909.250000 Penalty: 3259.129639
	Iteration 54Q: 3 clusters Score -2231909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2231906.250000 Penalty: 3259.129639
	Iteration 55Q: 3 clusters Score -2231906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2231914.000000 Penalty: 3259.129639
	Iteration 56Q: 3 clusters Score -2231914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2231922.000000 Penalty: 3259.129639
	Iteration 57Q: 3 clusters Score -2231922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2231922.500000 Penalty: 3259.129639
	Iteration 58Q: 3 clusters Score -2231922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2231923.250000 Penalty: 3259.129639
	Iteration 59Q: 3 clusters Score -2231923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2231925.000000 Penalty: 3259.129639
	Iteration 60F: 3 clusters Score -2231925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2231921.750000 Penalty: 3259.129639
	Iteration 61Q: 3 clusters Score -2231922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2231925.750000 Penalty: 3259.129639
	Iteration 62Q: 3 clusters Score -2231926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2231923.500000 Penalty: 3259.129639
	Iteration 63Q: 3 clusters Score -2231924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2231924.500000 Penalty: 3259.129639
	Iteration 64Q: 3 clusters Score -2231924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2231925.250000 Penalty: 3259.129639
	Iteration 65Q: 3 clusters Score -2231925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2231922.250000 Penalty: 3259.129639
	Iteration 66Q: 3 clusters Score -2231922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2231923.000000 Penalty: 3259.129639
	Iteration 67Q: 3 clusters Score -2231923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2231921.500000 Penalty: 3259.129639
	Iteration 68Q: 3 clusters Score -2231922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2231923.750000 Penalty: 3259.129639
	Iteration 69Q: 3 clusters Score -2231924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2231919.750000 Penalty: 3259.129639
	Iteration 70Q: 3 clusters Score -2231920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2231921.000000 Penalty: 3259.129639
	Iteration 71Q: 3 clusters Score -2231921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2231921.000000 Penalty: 3259.129639
	Iteration 72Q: 3 clusters Score -2231921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2231922.000000 Penalty: 3259.129639
	Iteration 73Q: 3 clusters Score -2231922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2231920.750000 Penalty: 3259.129639
	Iteration 74Q: 3 clusters Score -2231921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2231923.000000 Penalty: 3259.129639
	Iteration 75Q: 3 clusters Score -2231923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2231919.250000 Penalty: 3259.129639
	Iteration 76Q: 3 clusters Score -2231919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2231920.000000 Penalty: 3259.129639
	Iteration 77Q: 3 clusters Score -2231920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2231918.500000 Penalty: 3259.129639
	Iteration 78Q: 3 clusters Score -2231918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2231915.750000 Penalty: 3259.129639
	Iteration 79Q: 3 clusters Score -2231916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2231915.750000 Penalty: 3259.129639
	Iteration 80F: 3 clusters Score -2231916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Entering Unmasked Estep 
Score: -745652.375000 Penalty: 1455.176514
	Iteration 0F: 2 clusters Score -745652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -739969.000000 Penalty: 2910.353027
	Iteration 0F: 3 clusters Score -739969 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -741863.562500 Penalty: 2910.353027
	Iteration 1F: 3 clusters Score -741863.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -742240.437500 Penalty: 2910.353027
	Iteration 2F: 3 clusters Score -742240.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -742676.187500 Penalty: 2910.353027
	Iteration 3F: 3 clusters Score -742676.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -743102.875000 Penalty: 2910.353027
	Iteration 4F: 3 clusters Score -743102.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -743489.187500 Penalty: 2910.353027
	Iteration 5F: 3 clusters Score -743489.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -743853.500000 Penalty: 2910.353027
	Iteration 6F: 3 clusters Score -743853.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -744147.875000 Penalty: 2910.353027
	Iteration 7Q: 3 clusters Score -744147.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -744361.250000 Penalty: 2910.353027
	Iteration 8Q: 3 clusters Score -744361.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -744526.625000 Penalty: 2910.353027
	Iteration 9Q: 3 clusters Score -744526.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -744622.437500 Penalty: 2910.353027
	Iteration 10Q: 3 clusters Score -744622.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -744696.937500 Penalty: 2910.353027
	Iteration 11Q: 3 clusters Score -744696.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -744759.437500 Penalty: 2910.353027
	Iteration 12Q: 3 clusters Score -744759.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -744799.250000 Penalty: 2910.353027
	Iteration 13Q: 3 clusters Score -744799.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -744834.625000 Penalty: 2910.353027
	Iteration 14Q: 3 clusters Score -744834.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -744850.125000 Penalty: 2910.353027
	Iteration 15Q: 3 clusters Score -744850.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -744858.187500 Penalty: 2910.353027
	Iteration 16Q: 3 clusters Score -744858.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -744864.625000 Penalty: 2910.353027
	Iteration 17Q: 3 clusters Score -744864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -744867.312500 Penalty: 2910.353027
	Iteration 18Q: 3 clusters Score -744867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -744868.687500 Penalty: 2910.353027
	Iteration 19Q: 3 clusters Score -744868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -744868.812500 Penalty: 2910.353027
	Iteration 20F: 3 clusters Score -744868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -744869.250000 Penalty: 2910.353027
	Iteration 21Q: 3 clusters Score -744869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -744869.250000 Penalty: 2910.353027
	Iteration 22F: 3 clusters Score -744869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -524019.187500 Penalty: 1406.018677
	Iteration 0F: 2 clusters Score -524019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -519588.375000 Penalty: 2812.037354
	Iteration 0F: 3 clusters Score -519588.4 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -520822.343750 Penalty: 2812.037354
	Iteration 1F: 3 clusters Score -520822.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -521044.343750 Penalty: 2812.037354
	Iteration 2F: 3 clusters Score -521044.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -521224.625000 Penalty: 2812.037354
	Iteration 3F: 3 clusters Score -521224.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -521375.875000 Penalty: 2812.037354
	Iteration 4F: 3 clusters Score -521375.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -521530.906250 Penalty: 2812.037354
	Iteration 5Q: 3 clusters Score -521530.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -521708.000000 Penalty: 2812.037354
	Iteration 6Q: 3 clusters Score -521708 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -521888.781250 Penalty: 2812.037354
	Iteration 7Q: 3 clusters Score -521888.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -522059.937500 Penalty: 2812.037354
	Iteration 8Q: 3 clusters Score -522059.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -522205.031250 Penalty: 2812.037354
	Iteration 9Q: 3 clusters Score -522205 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -522298.531250 Penalty: 2812.037354
	Iteration 10Q: 3 clusters Score -522298.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -522367.687500 Penalty: 2812.037354
	Iteration 11Q: 3 clusters Score -522367.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -522410.250000 Penalty: 2812.037354
	Iteration 12Q: 3 clusters Score -522410.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -522437.312500 Penalty: 2812.037354
	Iteration 13Q: 3 clusters Score -522437.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -522454.187500 Penalty: 2812.037354
	Iteration 14Q: 3 clusters Score -522454.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -522466.250000 Penalty: 2812.037354
	Iteration 15Q: 3 clusters Score -522466.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -522474.687500 Penalty: 2812.037354
	Iteration 16Q: 3 clusters Score -522474.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -522478.750000 Penalty: 2812.037354
	Iteration 17Q: 3 clusters Score -522478.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -522480.593750 Penalty: 2812.037354
	Iteration 18Q: 3 clusters Score -522480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -522483.843750 Penalty: 2812.037354
	Iteration 19Q: 3 clusters Score -522483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -522485.093750 Penalty: 2812.037354
	Iteration 20F: 3 clusters Score -522485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -522486.406250 Penalty: 2812.037354
	Iteration 21Q: 3 clusters Score -522486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -522486.375000 Penalty: 2812.037354
	Iteration 22Q: 3 clusters Score -522486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -522486.968750 Penalty: 2812.037354
	Iteration 23Q: 3 clusters Score -522487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -522487.625000 Penalty: 2812.037354
	Iteration 24Q: 3 clusters Score -522487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -522489.968750 Penalty: 2812.037354
	Iteration 25Q: 3 clusters Score -522490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -522491.125000 Penalty: 2812.037354
	Iteration 26Q: 3 clusters Score -522491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -522491.593750 Penalty: 2812.037354
	Iteration 27Q: 3 clusters Score -522491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -522491.593750 Penalty: 2812.037354
	Iteration 28F: 3 clusters Score -522491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Entering Unmasked Estep 
Score: -920347.875000 Penalty: 1496.534058
	Iteration 0F: 2 clusters Score -920347.9 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 4856 members 
Entering Unmasked Estep 
Score: -913164.125000 Penalty: 2993.068115
	Iteration 0F: 3 clusters Score -913164.1 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -915686.750000 Penalty: 2993.068115
	Iteration 1F: 3 clusters Score -915686.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -916095.312500 Penalty: 2993.068115
	Iteration 2F: 3 clusters Score -916095.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -916400.562500 Penalty: 2993.068115
	Iteration 3F: 3 clusters Score -916400.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -916694.375000 Penalty: 2993.068115
	Iteration 4F: 3 clusters Score -916694.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -917021.937500 Penalty: 2993.068115
	Iteration 5Q: 3 clusters Score -917021.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -917370.312500 Penalty: 2993.068115
	Iteration 6F: 3 clusters Score -917370.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -917683.062500 Penalty: 2993.068115
	Iteration 7Q: 3 clusters Score -917683.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -917953.625000 Penalty: 2993.068115
	Iteration 8Q: 3 clusters Score -917953.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -918202.125000 Penalty: 2993.068115
	Iteration 9Q: 3 clusters Score -918202.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -918422.187500 Penalty: 2993.068115
	Iteration 10Q: 3 clusters Score -918422.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -918610.500000 Penalty: 2993.068115
	Iteration 11Q: 3 clusters Score -918610.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -918752.625000 Penalty: 2993.068115
	Iteration 12Q: 3 clusters Score -918752.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -918875.687500 Penalty: 2993.068115
	Iteration 13Q: 3 clusters Score -918875.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -918971.500000 Penalty: 2993.068115
	Iteration 14Q: 3 clusters Score -918971.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -919037.750000 Penalty: 2993.068115
	Iteration 15Q: 3 clusters Score -919037.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -919091.500000 Penalty: 2993.068115
	Iteration 16Q: 3 clusters Score -919091.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -919129.875000 Penalty: 2993.068115
	Iteration 17Q: 3 clusters Score -919129.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -919157.125000 Penalty: 2993.068115
	Iteration 18Q: 3 clusters Score -919157.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -919179.500000 Penalty: 2993.068115
	Iteration 19Q: 3 clusters Score -919179.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -919192.875000 Penalty: 2993.068115
	Iteration 20F: 3 clusters Score -919192.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -919202.687500 Penalty: 2993.068115
	Iteration 21Q: 3 clusters Score -919202.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -919213.375000 Penalty: 2993.068115
	Iteration 22Q: 3 clusters Score -919213.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -919221.375000 Penalty: 2993.068115
	Iteration 23Q: 3 clusters Score -919221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -919227.812500 Penalty: 2993.068115
	Iteration 24Q: 3 clusters Score -919227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -919233.500000 Penalty: 2993.068115
	Iteration 25Q: 3 clusters Score -919233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -919241.187500 Penalty: 2993.068115
	Iteration 26Q: 3 clusters Score -919241.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -919245.250000 Penalty: 2993.068115
	Iteration 27Q: 3 clusters Score -919245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -919251.812500 Penalty: 2993.068115
	Iteration 28Q: 3 clusters Score -919251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -919257.937500 Penalty: 2993.068115
	Iteration 29Q: 3 clusters Score -919257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -919261.375000 Penalty: 2993.068115
	Iteration 30Q: 3 clusters Score -919261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -919264.437500 Penalty: 2993.068115
	Iteration 31Q: 3 clusters Score -919264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -919266.375000 Penalty: 2993.068115
	Iteration 32Q: 3 clusters Score -919266.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -919268.812500 Penalty: 2993.068115
	Iteration 33Q: 3 clusters Score -919268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -919272.750000 Penalty: 2993.068115
	Iteration 34Q: 3 clusters Score -919272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -919276.437500 Penalty: 2993.068115
	Iteration 35Q: 3 clusters Score -919276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -919277.750000 Penalty: 2993.068115
	Iteration 36Q: 3 clusters Score -919277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -919282.375000 Penalty: 2993.068115
	Iteration 37Q: 3 clusters Score -919282.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -919292.750000 Penalty: 2993.068115
	Iteration 38Q: 3 clusters Score -919292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -919299.125000 Penalty: 2993.068115
	Iteration 39Q: 3 clusters Score -919299.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -919307.500000 Penalty: 2993.068115
	Iteration 40F: 3 clusters Score -919307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -919308.625000 Penalty: 2993.068115
	Iteration 41Q: 3 clusters Score -919308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -919311.375000 Penalty: 2993.068115
	Iteration 42Q: 3 clusters Score -919311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -919311.375000 Penalty: 2993.068115
	Iteration 43F: 3 clusters Score -919311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Entering Unmasked Estep 
Score: -1961323.125000 Penalty: 1616.228271
	Iteration 0F: 2 clusters Score -1961323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1947293.250000 Penalty: 3232.456543
	Iteration 0F: 3 clusters Score -1947293 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1952250.375000 Penalty: 3232.456543
	Iteration 1F: 3 clusters Score -1952250 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1952514.125000 Penalty: 3232.456543
	Iteration 2Q: 3 clusters Score -1952514 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1952700.375000 Penalty: 3232.456543
	Iteration 3Q: 3 clusters Score -1952700 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1952884.250000 Penalty: 3232.456543
	Iteration 4Q: 3 clusters Score -1952884 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1953054.375000 Penalty: 3232.456543
	Iteration 5Q: 3 clusters Score -1953054 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1953237.375000 Penalty: 3232.456543
	Iteration 6Q: 3 clusters Score -1953237 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1953467.125000 Penalty: 3232.456543
	Iteration 7Q: 3 clusters Score -1953467 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1953785.500000 Penalty: 3232.456543
	Iteration 8Q: 3 clusters Score -1953786 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1954269.375000 Penalty: 3232.456543
	Iteration 9Q: 3 clusters Score -1954269 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1954932.875000 Penalty: 3232.456543
	Iteration 10F: 3 clusters Score -1954933 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1955794.375000 Penalty: 3232.456543
	Iteration 11F: 3 clusters Score -1955794 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1956790.000000 Penalty: 3232.456543
	Iteration 12F: 3 clusters Score -1956790 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1957811.125000 Penalty: 3232.456543
	Iteration 13F: 3 clusters Score -1957811 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1958708.625000 Penalty: 3232.456543
	Iteration 14Q: 3 clusters Score -1958709 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1959288.250000 Penalty: 3232.456543
	Iteration 15Q: 3 clusters Score -1959288 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1959580.500000 Penalty: 3232.456543
	Iteration 16Q: 3 clusters Score -1959580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1959722.000000 Penalty: 3232.456543
	Iteration 17Q: 3 clusters Score -1959722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1959793.875000 Penalty: 3232.456543
	Iteration 18Q: 3 clusters Score -1959794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1959851.875000 Penalty: 3232.456543
	Iteration 19Q: 3 clusters Score -1959852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1959878.500000 Penalty: 3232.456543
	Iteration 20F: 3 clusters Score -1959878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1959888.125000 Penalty: 3232.456543
	Iteration 21Q: 3 clusters Score -1959888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1959895.625000 Penalty: 3232.456543
	Iteration 22Q: 3 clusters Score -1959896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1959898.875000 Penalty: 3232.456543
	Iteration 23Q: 3 clusters Score -1959899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1959903.250000 Penalty: 3232.456543
	Iteration 24Q: 3 clusters Score -1959903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1959905.250000 Penalty: 3232.456543
	Iteration 25Q: 3 clusters Score -1959905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1959909.250000 Penalty: 3232.456543
	Iteration 26Q: 3 clusters Score -1959909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1959914.000000 Penalty: 3232.456543
	Iteration 27Q: 3 clusters Score -1959914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1959912.875000 Penalty: 3232.456543
	Iteration 28Q: 3 clusters Score -1959913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1959912.875000 Penalty: 3232.456543
	Iteration 29F: 3 clusters Score -1959913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -93239.703125 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -93239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91822.875000 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -91822.88 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92099.359375 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -92099.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92181.257812 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -92181.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92250.507812 Penalty: 2259.636963
	Iteration 3Q: 3 clusters Score -92250.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92312.726562 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -92312.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92351.101562 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -92351.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92382.531250 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -92382.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92409.296875 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -92409.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -92436.218750 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -92436.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92458.296875 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -92458.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92468.648438 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -92468.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92475.085938 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -92475.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92481.914062 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -92481.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92483.609375 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -92483.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92483.843750 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -92483.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92485.335938 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -92485.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92487.468750 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -92487.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92489.406250 Penalty: 2259.636963
	Iteration 17Q: 3 clusters Score -92489.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92491.664062 Penalty: 2259.636963
	Iteration 18Q: 3 clusters Score -92491.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92493.875000 Penalty: 2259.636963
	Iteration 19Q: 3 clusters Score -92493.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92493.875000 Penalty: 2259.636963
	Iteration 20F: 3 clusters Score -92493.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -104313.406250 Penalty: 1149.406372
	Iteration 0F: 2 clusters Score -104313.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102782.703125 Penalty: 2298.812744
	Iteration 0F: 3 clusters Score -102782.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103110.531250 Penalty: 2298.812744
	Iteration 1F: 3 clusters Score -103110.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103248.578125 Penalty: 2298.812744
	Iteration 2F: 3 clusters Score -103248.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -103334.328125 Penalty: 2298.812744
	Iteration 3F: 3 clusters Score -103334.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103376.390625 Penalty: 2298.812744
	Iteration 4Q: 3 clusters Score -103376.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103406.812500 Penalty: 2298.812744
	Iteration 5Q: 3 clusters Score -103406.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103420.164062 Penalty: 2298.812744
	Iteration 6Q: 3 clusters Score -103420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -103432.132812 Penalty: 2298.812744
	Iteration 7Q: 3 clusters Score -103432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103439.382812 Penalty: 2298.812744
	Iteration 8Q: 3 clusters Score -103439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -103449.781250 Penalty: 2298.812744
	Iteration 9Q: 3 clusters Score -103449.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103462.781250 Penalty: 2298.812744
	Iteration 10Q: 3 clusters Score -103462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103471.875000 Penalty: 2298.812744
	Iteration 11Q: 3 clusters Score -103471.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103483.898438 Penalty: 2298.812744
	Iteration 12Q: 3 clusters Score -103483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103488.562500 Penalty: 2298.812744
	Iteration 13Q: 3 clusters Score -103488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103490.445312 Penalty: 2298.812744
	Iteration 14Q: 3 clusters Score -103490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103493.679688 Penalty: 2298.812744
	Iteration 15Q: 3 clusters Score -103493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103495.171875 Penalty: 2298.812744
	Iteration 16Q: 3 clusters Score -103495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103497.054688 Penalty: 2298.812744
	Iteration 17Q: 3 clusters Score -103497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103501.437500 Penalty: 2298.812744
	Iteration 18Q: 3 clusters Score -103501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103502.320312 Penalty: 2298.812744
	Iteration 19Q: 3 clusters Score -103502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103502.882812 Penalty: 2298.812744
	Iteration 20F: 3 clusters Score -103502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103504.648438 Penalty: 2298.812744
	Iteration 21Q: 3 clusters Score -103504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103505.695312 Penalty: 2298.812744
	Iteration 22Q: 3 clusters Score -103505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103506.921875 Penalty: 2298.812744
	Iteration 23Q: 3 clusters Score -103506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -103508.554688 Penalty: 2298.812744
	Iteration 24Q: 3 clusters Score -103508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -103508.554688 Penalty: 2298.812744
	Iteration 25F: 3 clusters Score -103508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -71925.585938 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -71925.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70636.257812 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -70636.26 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70860.820312 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -70860.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70915.398438 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -70915.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70948.500000 Penalty: 2171.685303
	Iteration 3Q: 3 clusters Score -70948.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70975.437500 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -70975.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70993.796875 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -70993.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71002.851562 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -71002.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71008.328125 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -71008.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71010.320312 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -71010.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71010.718750 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -71010.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71010.984375 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -71010.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71010.984375 Penalty: 2171.685303
	Iteration 11F: 3 clusters Score -71010.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -101766.664062 Penalty: 1163.763550
	Iteration 0F: 2 clusters Score -101766.7 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 654 members 
Entering Unmasked Estep 
Score: -100170.929688 Penalty: 2327.527100
	Iteration 0F: 3 clusters Score -100170.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -100524.929688 Penalty: 2327.527100
	Iteration 1F: 3 clusters Score -100524.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -100643.023438 Penalty: 2327.527100
	Iteration 2F: 3 clusters Score -100643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100696.593750 Penalty: 2327.527100
	Iteration 3Q: 3 clusters Score -100696.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -100743.500000 Penalty: 2327.527100
	Iteration 4Q: 3 clusters Score -100743.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -100799.562500 Penalty: 2327.527100
	Iteration 5Q: 3 clusters Score -100799.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100843.406250 Penalty: 2327.527100
	Iteration 6Q: 3 clusters Score -100843.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100869.023438 Penalty: 2327.527100
	Iteration 7Q: 3 clusters Score -100869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100887.601562 Penalty: 2327.527100
	Iteration 8Q: 3 clusters Score -100887.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -100906.914062 Penalty: 2327.527100
	Iteration 9Q: 3 clusters Score -100906.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100924.875000 Penalty: 2327.527100
	Iteration 10Q: 3 clusters Score -100924.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -100939.000000 Penalty: 2327.527100
	Iteration 11Q: 3 clusters Score -100939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100946.796875 Penalty: 2327.527100
	Iteration 12Q: 3 clusters Score -100946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100958.000000 Penalty: 2327.527100
	Iteration 13Q: 3 clusters Score -100958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100976.320312 Penalty: 2327.527100
	Iteration 14Q: 3 clusters Score -100976.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100988.734375 Penalty: 2327.527100
	Iteration 15Q: 3 clusters Score -100988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100998.007812 Penalty: 2327.527100
	Iteration 16Q: 3 clusters Score -100998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101013.812500 Penalty: 2327.527100
	Iteration 17Q: 3 clusters Score -101013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -101022.257812 Penalty: 2327.527100
	Iteration 18Q: 3 clusters Score -101022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101031.453125 Penalty: 2327.527100
	Iteration 19Q: 3 clusters Score -101031.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -101035.179688 Penalty: 2327.527100
	Iteration 20F: 3 clusters Score -101035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101036.148438 Penalty: 2327.527100
	Iteration 21Q: 3 clusters Score -101036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101036.531250 Penalty: 2327.527100
	Iteration 22Q: 3 clusters Score -101036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -101037.273438 Penalty: 2327.527100
	Iteration 23Q: 3 clusters Score -101037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -101037.273438 Penalty: 2327.527100
	Iteration 24F: 3 clusters Score -101037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Entering Unmasked Estep 
Score: -493914.468750 Penalty: 1390.854248
	Iteration 0F: 2 clusters Score -493914.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -489766.625000 Penalty: 2781.708496
	Iteration 0F: 3 clusters Score -489766.6 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -490892.531250 Penalty: 2781.708496
	Iteration 1F: 3 clusters Score -490892.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -491058.406250 Penalty: 2781.708496
	Iteration 2F: 3 clusters Score -491058.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -491172.781250 Penalty: 2781.708496
	Iteration 3Q: 3 clusters Score -491172.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -491264.937500 Penalty: 2781.708496
	Iteration 4Q: 3 clusters Score -491264.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -491339.250000 Penalty: 2781.708496
	Iteration 5Q: 3 clusters Score -491339.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -491392.968750 Penalty: 2781.708496
	Iteration 6Q: 3 clusters Score -491393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -491442.843750 Penalty: 2781.708496
	Iteration 7Q: 3 clusters Score -491442.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -491485.968750 Penalty: 2781.708496
	Iteration 8Q: 3 clusters Score -491486 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -491534.562500 Penalty: 2781.708496
	Iteration 9Q: 3 clusters Score -491534.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -491577.125000 Penalty: 2781.708496
	Iteration 10Q: 3 clusters Score -491577.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -491615.218750 Penalty: 2781.708496
	Iteration 11Q: 3 clusters Score -491615.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -491664.156250 Penalty: 2781.708496
	Iteration 12Q: 3 clusters Score -491664.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -491715.250000 Penalty: 2781.708496
	Iteration 13Q: 3 clusters Score -491715.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -491784.468750 Penalty: 2781.708496
	Iteration 14Q: 3 clusters Score -491784.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -491842.375000 Penalty: 2781.708496
	Iteration 15Q: 3 clusters Score -491842.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -491905.750000 Penalty: 2781.708496
	Iteration 16Q: 3 clusters Score -491905.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -491968.875000 Penalty: 2781.708496
	Iteration 17Q: 3 clusters Score -491968.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -492034.187500 Penalty: 2781.708496
	Iteration 18Q: 3 clusters Score -492034.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -492105.812500 Penalty: 2781.708496
	Iteration 19Q: 3 clusters Score -492105.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -492157.062500 Penalty: 2781.708496
	Iteration 20F: 3 clusters Score -492157.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -492206.187500 Penalty: 2781.708496
	Iteration 21Q: 3 clusters Score -492206.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -492252.437500 Penalty: 2781.708496
	Iteration 22Q: 3 clusters Score -492252.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -492288.593750 Penalty: 2781.708496
	Iteration 23Q: 3 clusters Score -492288.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -492316.343750 Penalty: 2781.708496
	Iteration 24Q: 3 clusters Score -492316.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -492340.406250 Penalty: 2781.708496
	Iteration 25Q: 3 clusters Score -492340.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -492363.281250 Penalty: 2781.708496
	Iteration 26Q: 3 clusters Score -492363.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -492388.562500 Penalty: 2781.708496
	Iteration 27Q: 3 clusters Score -492388.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -492409.812500 Penalty: 2781.708496
	Iteration 28Q: 3 clusters Score -492409.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -492424.312500 Penalty: 2781.708496
	Iteration 29Q: 3 clusters Score -492424.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -492435.031250 Penalty: 2781.708496
	Iteration 30Q: 3 clusters Score -492435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -492442.500000 Penalty: 2781.708496
	Iteration 31Q: 3 clusters Score -492442.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -492451.000000 Penalty: 2781.708496
	Iteration 32Q: 3 clusters Score -492451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -492460.406250 Penalty: 2781.708496
	Iteration 33Q: 3 clusters Score -492460.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -492469.468750 Penalty: 2781.708496
	Iteration 34Q: 3 clusters Score -492469.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -492477.812500 Penalty: 2781.708496
	Iteration 35Q: 3 clusters Score -492477.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -492487.437500 Penalty: 2781.708496
	Iteration 36Q: 3 clusters Score -492487.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -492495.093750 Penalty: 2781.708496
	Iteration 37Q: 3 clusters Score -492495.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -492505.281250 Penalty: 2781.708496
	Iteration 38Q: 3 clusters Score -492505.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -492520.312500 Penalty: 2781.708496
	Iteration 39Q: 3 clusters Score -492520.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -492532.656250 Penalty: 2781.708496
	Iteration 40F: 3 clusters Score -492532.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -492545.687500 Penalty: 2781.708496
	Iteration 41Q: 3 clusters Score -492545.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -492556.656250 Penalty: 2781.708496
	Iteration 42Q: 3 clusters Score -492556.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -492562.656250 Penalty: 2781.708496
	Iteration 43Q: 3 clusters Score -492562.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -492569.250000 Penalty: 2781.708496
	Iteration 44Q: 3 clusters Score -492569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -492574.531250 Penalty: 2781.708496
	Iteration 45Q: 3 clusters Score -492574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -492579.000000 Penalty: 2781.708496
	Iteration 46Q: 3 clusters Score -492579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -492584.562500 Penalty: 2781.708496
	Iteration 47Q: 3 clusters Score -492584.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -492588.468750 Penalty: 2781.708496
	Iteration 48Q: 3 clusters Score -492588.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -492591.875000 Penalty: 2781.708496
	Iteration 49Q: 3 clusters Score -492591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -492595.750000 Penalty: 2781.708496
	Iteration 50Q: 3 clusters Score -492595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -492597.000000 Penalty: 2781.708496
	Iteration 51Q: 3 clusters Score -492597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -492601.343750 Penalty: 2781.708496
	Iteration 52Q: 3 clusters Score -492601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -492602.093750 Penalty: 2781.708496
	Iteration 53Q: 3 clusters Score -492602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -492604.343750 Penalty: 2781.708496
	Iteration 54Q: 3 clusters Score -492604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -492604.937500 Penalty: 2781.708496
	Iteration 55Q: 3 clusters Score -492604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -492605.718750 Penalty: 2781.708496
	Iteration 56Q: 3 clusters Score -492605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -492607.875000 Penalty: 2781.708496
	Iteration 57Q: 3 clusters Score -492607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -492608.250000 Penalty: 2781.708496
	Iteration 58Q: 3 clusters Score -492608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -492608.937500 Penalty: 2781.708496
	Iteration 59Q: 3 clusters Score -492608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -492608.500000 Penalty: 2781.708496
	Iteration 60F: 3 clusters Score -492608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -105243.937500 Penalty: 1146.768433
	Iteration 0F: 2 clusters Score -105243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103715.039062 Penalty: 2293.536865
	Iteration 0F: 3 clusters Score -103715 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103968.070312 Penalty: 2293.536865
	Iteration 1F: 3 clusters Score -103968.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104041.234375 Penalty: 2293.536865
	Iteration 2F: 3 clusters Score -104041.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104088.414062 Penalty: 2293.536865
	Iteration 3Q: 3 clusters Score -104088.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104124.867188 Penalty: 2293.536865
	Iteration 4Q: 3 clusters Score -104124.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104149.515625 Penalty: 2293.536865
	Iteration 5Q: 3 clusters Score -104149.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104166.226562 Penalty: 2293.536865
	Iteration 6Q: 3 clusters Score -104166.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104181.187500 Penalty: 2293.536865
	Iteration 7Q: 3 clusters Score -104181.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104193.187500 Penalty: 2293.536865
	Iteration 8Q: 3 clusters Score -104193.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104206.843750 Penalty: 2293.536865
	Iteration 9Q: 3 clusters Score -104206.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104217.976562 Penalty: 2293.536865
	Iteration 10Q: 3 clusters Score -104218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104231.156250 Penalty: 2293.536865
	Iteration 11Q: 3 clusters Score -104231.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104247.101562 Penalty: 2293.536865
	Iteration 12Q: 3 clusters Score -104247.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104260.992188 Penalty: 2293.536865
	Iteration 13Q: 3 clusters Score -104261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104268.796875 Penalty: 2293.536865
	Iteration 14Q: 3 clusters Score -104268.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104273.171875 Penalty: 2293.536865
	Iteration 15Q: 3 clusters Score -104273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104277.601562 Penalty: 2293.536865
	Iteration 16Q: 3 clusters Score -104277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104280.257812 Penalty: 2293.536865
	Iteration 17Q: 3 clusters Score -104280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104283.421875 Penalty: 2293.536865
	Iteration 18Q: 3 clusters Score -104283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104284.968750 Penalty: 2293.536865
	Iteration 19Q: 3 clusters Score -104285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104287.859375 Penalty: 2293.536865
	Iteration 20F: 3 clusters Score -104287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104288.382812 Penalty: 2293.536865
	Iteration 21Q: 3 clusters Score -104288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104288.382812 Penalty: 2293.536865
	Iteration 22F: 3 clusters Score -104288.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -241848.875000 Penalty: 1281.243652
	Iteration 0F: 2 clusters Score -241848.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -239404.578125 Penalty: 2562.487305
	Iteration 0F: 3 clusters Score -239404.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -240046.515625 Penalty: 2562.487305
	Iteration 1F: 3 clusters Score -240046.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -240248.140625 Penalty: 2562.487305
	Iteration 2F: 3 clusters Score -240248.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -240379.343750 Penalty: 2562.487305
	Iteration 3F: 3 clusters Score -240379.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -240456.703125 Penalty: 2562.487305
	Iteration 4Q: 3 clusters Score -240456.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -240510.515625 Penalty: 2562.487305
	Iteration 5Q: 3 clusters Score -240510.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -240556.328125 Penalty: 2562.487305
	Iteration 6Q: 3 clusters Score -240556.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -240604.968750 Penalty: 2562.487305
	Iteration 7Q: 3 clusters Score -240605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -240645.031250 Penalty: 2562.487305
	Iteration 8Q: 3 clusters Score -240645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -240684.031250 Penalty: 2562.487305
	Iteration 9Q: 3 clusters Score -240684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -240721.734375 Penalty: 2562.487305
	Iteration 10Q: 3 clusters Score -240721.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -240766.187500 Penalty: 2562.487305
	Iteration 11Q: 3 clusters Score -240766.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -240807.593750 Penalty: 2562.487305
	Iteration 12Q: 3 clusters Score -240807.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -240871.609375 Penalty: 2562.487305
	Iteration 13Q: 3 clusters Score -240871.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -240952.406250 Penalty: 2562.487305
	Iteration 14Q: 3 clusters Score -240952.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -241054.000000 Penalty: 2562.487305
	Iteration 15Q: 3 clusters Score -241054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -241151.062500 Penalty: 2562.487305
	Iteration 16Q: 3 clusters Score -241151.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -241266.109375 Penalty: 2562.487305
	Iteration 17Q: 3 clusters Score -241266.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -241359.796875 Penalty: 2562.487305
	Iteration 18Q: 3 clusters Score -241359.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -241394.328125 Penalty: 2562.487305
	Iteration 19Q: 3 clusters Score -241394.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -241423.750000 Penalty: 2562.487305
	Iteration 20F: 3 clusters Score -241423.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -241442.750000 Penalty: 2562.487305
	Iteration 21Q: 3 clusters Score -241442.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -241456.140625 Penalty: 2562.487305
	Iteration 22Q: 3 clusters Score -241456.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -241467.656250 Penalty: 2562.487305
	Iteration 23Q: 3 clusters Score -241467.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -241474.843750 Penalty: 2562.487305
	Iteration 24Q: 3 clusters Score -241474.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -241480.093750 Penalty: 2562.487305
	Iteration 25Q: 3 clusters Score -241480.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -241481.765625 Penalty: 2562.487305
	Iteration 26Q: 3 clusters Score -241481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -241483.265625 Penalty: 2562.487305
	Iteration 27Q: 3 clusters Score -241483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -241484.062500 Penalty: 2562.487305
	Iteration 28Q: 3 clusters Score -241484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -241484.468750 Penalty: 2562.487305
	Iteration 29Q: 3 clusters Score -241484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -241485.546875 Penalty: 2562.487305
	Iteration 30Q: 3 clusters Score -241485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -241485.843750 Penalty: 2562.487305
	Iteration 31Q: 3 clusters Score -241485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -241486.609375 Penalty: 2562.487305
	Iteration 32Q: 3 clusters Score -241486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -241486.531250 Penalty: 2562.487305
	Iteration 33Q: 3 clusters Score -241486.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -241487.171875 Penalty: 2562.487305
	Iteration 34Q: 3 clusters Score -241487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -241487.921875 Penalty: 2562.487305
	Iteration 35Q: 3 clusters Score -241487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -241488.765625 Penalty: 2562.487305
	Iteration 36Q: 3 clusters Score -241488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -241488.765625 Penalty: 2562.487305
	Iteration 37F: 3 clusters Score -241488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -141956.703125 Penalty: 1195.499268
	Iteration 0F: 2 clusters Score -141956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -140165.718750 Penalty: 2390.998535
	Iteration 0F: 3 clusters Score -140165.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -140506.921875 Penalty: 2390.998535
	Iteration 1F: 3 clusters Score -140506.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -140595.578125 Penalty: 2390.998535
	Iteration 2F: 3 clusters Score -140595.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140660.187500 Penalty: 2390.998535
	Iteration 3Q: 3 clusters Score -140660.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -140698.046875 Penalty: 2390.998535
	Iteration 4Q: 3 clusters Score -140698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140740.843750 Penalty: 2390.998535
	Iteration 5Q: 3 clusters Score -140740.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -140775.250000 Penalty: 2390.998535
	Iteration 6Q: 3 clusters Score -140775.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -140800.468750 Penalty: 2390.998535
	Iteration 7Q: 3 clusters Score -140800.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -140812.171875 Penalty: 2390.998535
	Iteration 8Q: 3 clusters Score -140812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -140821.875000 Penalty: 2390.998535
	Iteration 9Q: 3 clusters Score -140821.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -140826.937500 Penalty: 2390.998535
	Iteration 10Q: 3 clusters Score -140826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -140830.734375 Penalty: 2390.998535
	Iteration 11Q: 3 clusters Score -140830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -140832.046875 Penalty: 2390.998535
	Iteration 12Q: 3 clusters Score -140832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -140835.593750 Penalty: 2390.998535
	Iteration 13Q: 3 clusters Score -140835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -140839.828125 Penalty: 2390.998535
	Iteration 14Q: 3 clusters Score -140839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -140844.468750 Penalty: 2390.998535
	Iteration 15Q: 3 clusters Score -140844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -140847.296875 Penalty: 2390.998535
	Iteration 16Q: 3 clusters Score -140847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -140849.875000 Penalty: 2390.998535
	Iteration 17Q: 3 clusters Score -140849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -140854.250000 Penalty: 2390.998535
	Iteration 18Q: 3 clusters Score -140854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -140862.281250 Penalty: 2390.998535
	Iteration 19Q: 3 clusters Score -140862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -140868.984375 Penalty: 2390.998535
	Iteration 20F: 3 clusters Score -140869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -140873.390625 Penalty: 2390.998535
	Iteration 21Q: 3 clusters Score -140873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -140876.703125 Penalty: 2390.998535
	Iteration 22Q: 3 clusters Score -140876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -140877.656250 Penalty: 2390.998535
	Iteration 23Q: 3 clusters Score -140877.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -140878.437500 Penalty: 2390.998535
	Iteration 24Q: 3 clusters Score -140878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -140879.000000 Penalty: 2390.998535
	Iteration 25Q: 3 clusters Score -140879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -140879.296875 Penalty: 2390.998535
	Iteration 26Q: 3 clusters Score -140879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -140879.296875 Penalty: 2390.998535
	Iteration 27F: 3 clusters Score -140879.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Entering Unmasked Estep 
Score: -2558988.500000 Penalty: 1659.265137
	Iteration 0F: 2 clusters Score -2558988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2540805.500000 Penalty: 3318.530273
	Iteration 0F: 3 clusters Score -2540806 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2547764.750000 Penalty: 3318.530273
	Iteration 1F: 3 clusters Score -2547765 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2548232.750000 Penalty: 3318.530273
	Iteration 2Q: 3 clusters Score -2548233 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2548804.500000 Penalty: 3318.530273
	Iteration 3Q: 3 clusters Score -2548804 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2549570.500000 Penalty: 3318.530273
	Iteration 4F: 3 clusters Score -2549570 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2550654.500000 Penalty: 3318.530273
	Iteration 5F: 3 clusters Score -2550654 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2551987.000000 Penalty: 3318.530273
	Iteration 6F: 3 clusters Score -2551987 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2553454.750000 Penalty: 3318.530273
	Iteration 7F: 3 clusters Score -2553455 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2554708.250000 Penalty: 3318.530273
	Iteration 8F: 3 clusters Score -2554708 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2555650.750000 Penalty: 3318.530273
	Iteration 9Q: 3 clusters Score -2555651 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2556294.500000 Penalty: 3318.530273
	Iteration 10Q: 3 clusters Score -2556294 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2556713.750000 Penalty: 3318.530273
	Iteration 11Q: 3 clusters Score -2556714 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2557012.500000 Penalty: 3318.530273
	Iteration 12Q: 3 clusters Score -2557012 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2557177.500000 Penalty: 3318.530273
	Iteration 13Q: 3 clusters Score -2557178 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2557305.250000 Penalty: 3318.530273
	Iteration 14Q: 3 clusters Score -2557305 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2557421.250000 Penalty: 3318.530273
	Iteration 15Q: 3 clusters Score -2557421 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2557523.500000 Penalty: 3318.530273
	Iteration 16Q: 3 clusters Score -2557524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2557583.750000 Penalty: 3318.530273
	Iteration 17Q: 3 clusters Score -2557584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2557628.250000 Penalty: 3318.530273
	Iteration 18Q: 3 clusters Score -2557628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2557652.750000 Penalty: 3318.530273
	Iteration 19Q: 3 clusters Score -2557653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2557674.000000 Penalty: 3318.530273
	Iteration 20F: 3 clusters Score -2557674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2557702.750000 Penalty: 3318.530273
	Iteration 21Q: 3 clusters Score -2557703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2557718.750000 Penalty: 3318.530273
	Iteration 22Q: 3 clusters Score -2557719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2557726.000000 Penalty: 3318.530273
	Iteration 23Q: 3 clusters Score -2557726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2557746.500000 Penalty: 3318.530273
	Iteration 24Q: 3 clusters Score -2557746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2557752.250000 Penalty: 3318.530273
	Iteration 25Q: 3 clusters Score -2557752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2557757.000000 Penalty: 3318.530273
	Iteration 26Q: 3 clusters Score -2557757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2557767.250000 Penalty: 3318.530273
	Iteration 27Q: 3 clusters Score -2557767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2557771.500000 Penalty: 3318.530273
	Iteration 28Q: 3 clusters Score -2557772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2557768.750000 Penalty: 3318.530273
	Iteration 29Q: 3 clusters Score -2557769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2557775.000000 Penalty: 3318.530273
	Iteration 30Q: 3 clusters Score -2557775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2557772.750000 Penalty: 3318.530273
	Iteration 31Q: 3 clusters Score -2557773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2557773.000000 Penalty: 3318.530273
	Iteration 32Q: 3 clusters Score -2557773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2557776.250000 Penalty: 3318.530273
	Iteration 33Q: 3 clusters Score -2557776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2557782.500000 Penalty: 3318.530273
	Iteration 34Q: 3 clusters Score -2557782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2557786.750000 Penalty: 3318.530273
	Iteration 35Q: 3 clusters Score -2557787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2557785.000000 Penalty: 3318.530273
	Iteration 36Q: 3 clusters Score -2557785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2557784.500000 Penalty: 3318.530273
	Iteration 37Q: 3 clusters Score -2557784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2557784.250000 Penalty: 3318.530273
	Iteration 38Q: 3 clusters Score -2557784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2557783.250000 Penalty: 3318.530273
	Iteration 39Q: 3 clusters Score -2557783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2557786.000000 Penalty: 3318.530273
	Iteration 40F: 3 clusters Score -2557786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2557785.250000 Penalty: 3318.530273
	Iteration 41Q: 3 clusters Score -2557785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2557784.250000 Penalty: 3318.530273
	Iteration 42Q: 3 clusters Score -2557784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2557784.250000 Penalty: 3318.530273
	Iteration 43F: 3 clusters Score -2557784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Entering Unmasked Estep 
Score: -437290.718750 Penalty: 1376.221191
	Iteration 0F: 2 clusters Score -437290.7 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 2381 members 
Entering Unmasked Estep 
Score: -433485.375000 Penalty: 2752.442383
	Iteration 0F: 3 clusters Score -433485.4 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -434564.656250 Penalty: 2752.442383
	Iteration 1F: 3 clusters Score -434564.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -434757.843750 Penalty: 2752.442383
	Iteration 2F: 3 clusters Score -434757.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -434872.031250 Penalty: 2752.442383
	Iteration 3Q: 3 clusters Score -434872 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -434968.250000 Penalty: 2752.442383
	Iteration 4Q: 3 clusters Score -434968.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -435076.156250 Penalty: 2752.442383
	Iteration 5Q: 3 clusters Score -435076.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -435175.250000 Penalty: 2752.442383
	Iteration 6Q: 3 clusters Score -435175.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -435256.000000 Penalty: 2752.442383
	Iteration 7Q: 3 clusters Score -435256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -435324.031250 Penalty: 2752.442383
	Iteration 8Q: 3 clusters Score -435324 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435407.656250 Penalty: 2752.442383
	Iteration 9Q: 3 clusters Score -435407.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -435506.437500 Penalty: 2752.442383
	Iteration 10Q: 3 clusters Score -435506.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -435626.218750 Penalty: 2752.442383
	Iteration 11Q: 3 clusters Score -435626.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -435755.312500 Penalty: 2752.442383
	Iteration 12Q: 3 clusters Score -435755.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -435888.875000 Penalty: 2752.442383
	Iteration 13Q: 3 clusters Score -435888.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -436016.406250 Penalty: 2752.442383
	Iteration 14Q: 3 clusters Score -436016.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -436145.656250 Penalty: 2752.442383
	Iteration 15Q: 3 clusters Score -436145.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -436233.500000 Penalty: 2752.442383
	Iteration 16Q: 3 clusters Score -436233.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -436308.875000 Penalty: 2752.442383
	Iteration 17Q: 3 clusters Score -436308.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -436364.156250 Penalty: 2752.442383
	Iteration 18Q: 3 clusters Score -436364.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -436398.218750 Penalty: 2752.442383
	Iteration 19Q: 3 clusters Score -436398.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -436423.968750 Penalty: 2752.442383
	Iteration 20F: 3 clusters Score -436424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -436442.281250 Penalty: 2752.442383
	Iteration 21Q: 3 clusters Score -436442.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -436458.687500 Penalty: 2752.442383
	Iteration 22Q: 3 clusters Score -436458.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -436468.937500 Penalty: 2752.442383
	Iteration 23Q: 3 clusters Score -436468.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -436475.218750 Penalty: 2752.442383
	Iteration 24Q: 3 clusters Score -436475.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -436480.250000 Penalty: 2752.442383
	Iteration 25Q: 3 clusters Score -436480.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -436485.437500 Penalty: 2752.442383
	Iteration 26Q: 3 clusters Score -436485.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -436492.187500 Penalty: 2752.442383
	Iteration 27Q: 3 clusters Score -436492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -436496.812500 Penalty: 2752.442383
	Iteration 28Q: 3 clusters Score -436496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -436501.468750 Penalty: 2752.442383
	Iteration 29Q: 3 clusters Score -436501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -436505.031250 Penalty: 2752.442383
	Iteration 30Q: 3 clusters Score -436505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -436511.656250 Penalty: 2752.442383
	Iteration 31Q: 3 clusters Score -436511.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -436518.937500 Penalty: 2752.442383
	Iteration 32Q: 3 clusters Score -436518.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -436527.062500 Penalty: 2752.442383
	Iteration 33Q: 3 clusters Score -436527.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -436529.875000 Penalty: 2752.442383
	Iteration 34Q: 3 clusters Score -436529.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -436533.406250 Penalty: 2752.442383
	Iteration 35Q: 3 clusters Score -436533.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -436536.281250 Penalty: 2752.442383
	Iteration 36Q: 3 clusters Score -436536.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -436538.156250 Penalty: 2752.442383
	Iteration 37Q: 3 clusters Score -436538.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -436539.687500 Penalty: 2752.442383
	Iteration 38Q: 3 clusters Score -436539.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -436541.875000 Penalty: 2752.442383
	Iteration 39Q: 3 clusters Score -436541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -436543.781250 Penalty: 2752.442383
	Iteration 40F: 3 clusters Score -436543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -436544.000000 Penalty: 2752.442383
	Iteration 41Q: 3 clusters Score -436544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -436544.812500 Penalty: 2752.442383
	Iteration 42Q: 3 clusters Score -436544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -436546.500000 Penalty: 2752.442383
	Iteration 43Q: 3 clusters Score -436546.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -436549.468750 Penalty: 2752.442383
	Iteration 44Q: 3 clusters Score -436549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -436550.343750 Penalty: 2752.442383
	Iteration 45Q: 3 clusters Score -436550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -436551.125000 Penalty: 2752.442383
	Iteration 46Q: 3 clusters Score -436551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -436551.125000 Penalty: 2752.442383
	Iteration 47F: 3 clusters Score -436551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -134830.750000 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -134830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133028.125000 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -133028.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -133390.546875 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -133390.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133520.609375 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -133520.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -133607.921875 Penalty: 2376.796631
	Iteration 3F: 3 clusters Score -133607.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133702.671875 Penalty: 2376.796631
	Iteration 4F: 3 clusters Score -133702.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133784.640625 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -133784.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133852.093750 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -133852.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133892.640625 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -133892.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133922.468750 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -133922.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133947.203125 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -133947.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133975.109375 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -133975.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133994.953125 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -133995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -134014.828125 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -134014.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134040.515625 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -134040.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134091.593750 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -134091.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -134148.781250 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -134148.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -134209.328125 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -134209.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134297.656250 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -134297.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -134456.609375 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -134456.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134771.015625 Penalty: 2376.796631
	Iteration 19F: 3 clusters Score -134771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135012.921875 Penalty: 2376.796631
	Iteration 20F: 3 clusters Score -135012.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -135067.531250 Penalty: 2376.796631
	Iteration 21Q: 3 clusters Score -135067.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -135071.578125 Penalty: 2376.796631
	Iteration 22Q: 3 clusters Score -135071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135073.031250 Penalty: 2376.796631
	Iteration 23Q: 3 clusters Score -135073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135073.031250 Penalty: 2376.796631
	Iteration 24F: 3 clusters Score -135073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 25058 members 
Mstep: Class 3 contains 40130 members 
Mstep: Class 4 contains 24802 members 
Mstep: Class 5 contains 38261 members 
Mstep: Class 6 contains 15794 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38662 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 40505 members 
Mstep: Class 15 contains 26478 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26891 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 6814 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 6923 members 
Mstep: Class 26 contains 21557 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 22654 members 
Mstep: Class 29 contains 7746 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9991 members 
Mstep: Class 32 contains 20869 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5214 members 
Mstep: Class 38 contains 1161 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27197 members 
Mstep: Class 42 contains 4765 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4367 members 
Mstep: Class 47 contains 3422 members 
Mstep: Class 48 contains 667 members 
Entering Unmasked Estep 
Score: -49771612.000000 Penalty: 103005.007812
Splitting cluster 43 changes total score from -49771700.000000 to -49771612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -144691.625000 Penalty: 1217.120239
	Iteration 0F: 2 clusters Score -144691.6 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 895 members 
Entering Unmasked Estep 
Score: -142753.500000 Penalty: 2434.240479
	Iteration 0F: 3 clusters Score -142753.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -143228.578125 Penalty: 2434.240479
	Iteration 1F: 3 clusters Score -143228.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -143410.890625 Penalty: 2434.240479
	Iteration 2F: 3 clusters Score -143410.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -143564.046875 Penalty: 2434.240479
	Iteration 3F: 3 clusters Score -143564 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -143711.453125 Penalty: 2434.240479
	Iteration 4F: 3 clusters Score -143711.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -143822.421875 Penalty: 2434.240479
	Iteration 5F: 3 clusters Score -143822.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -143918.796875 Penalty: 2434.240479
	Iteration 6Q: 3 clusters Score -143918.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -143991.468750 Penalty: 2434.240479
	Iteration 7Q: 3 clusters Score -143991.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -144040.015625 Penalty: 2434.240479
	Iteration 8Q: 3 clusters Score -144040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144073.937500 Penalty: 2434.240479
	Iteration 9Q: 3 clusters Score -144073.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -144127.765625 Penalty: 2434.240479
	Iteration 10Q: 3 clusters Score -144127.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -144171.718750 Penalty: 2434.240479
	Iteration 11Q: 3 clusters Score -144171.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144205.265625 Penalty: 2434.240479
	Iteration 12Q: 3 clusters Score -144205.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144222.140625 Penalty: 2434.240479
	Iteration 13Q: 3 clusters Score -144222.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -144245.140625 Penalty: 2434.240479
	Iteration 14Q: 3 clusters Score -144245.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -144270.281250 Penalty: 2434.240479
	Iteration 15Q: 3 clusters Score -144270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -144298.187500 Penalty: 2434.240479
	Iteration 16Q: 3 clusters Score -144298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -144316.421875 Penalty: 2434.240479
	Iteration 17Q: 3 clusters Score -144316.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -144331.046875 Penalty: 2434.240479
	Iteration 18Q: 3 clusters Score -144331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -144345.218750 Penalty: 2434.240479
	Iteration 19Q: 3 clusters Score -144345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -144357.781250 Penalty: 2434.240479
	Iteration 20F: 3 clusters Score -144357.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -144368.203125 Penalty: 2434.240479
	Iteration 21Q: 3 clusters Score -144368.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -144375.859375 Penalty: 2434.240479
	Iteration 22Q: 3 clusters Score -144375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -144379.750000 Penalty: 2434.240479
	Iteration 23Q: 3 clusters Score -144379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -144380.468750 Penalty: 2434.240479
	Iteration 24Q: 3 clusters Score -144380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -144381.906250 Penalty: 2434.240479
	Iteration 25Q: 3 clusters Score -144381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144383.640625 Penalty: 2434.240479
	Iteration 26Q: 3 clusters Score -144383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -144383.796875 Penalty: 2434.240479
	Iteration 27Q: 3 clusters Score -144383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144385.734375 Penalty: 2434.240479
	Iteration 28Q: 3 clusters Score -144385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -144386.609375 Penalty: 2434.240479
	Iteration 29Q: 3 clusters Score -144386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144386.796875 Penalty: 2434.240479
	Iteration 30Q: 3 clusters Score -144386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144386.796875 Penalty: 2434.240479
	Iteration 31F: 3 clusters Score -144386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -124490.320312 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -124490.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122742.265625 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -122742.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -123229.140625 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -123229.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -123418.898438 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -123418.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -123548.445312 Penalty: 2379.386230
	Iteration 3F: 3 clusters Score -123548.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -123649.906250 Penalty: 2379.386230
	Iteration 4F: 3 clusters Score -123649.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -123730.359375 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -123730.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -123791.187500 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -123791.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -123834.218750 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -123834.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -123858.429688 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -123858.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -123867.914062 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -123867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -123875.085938 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -123875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -123881.359375 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -123881.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -123885.312500 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -123885.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -123890.000000 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -123890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -123894.367188 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -123894.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -123899.343750 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -123899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -123900.476562 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -123900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -123903.421875 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -123903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -123907.039062 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -123907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -123908.921875 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -123908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -123911.187500 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -123911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -123913.125000 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -123913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -123916.085938 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -123916.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -123919.484375 Penalty: 2379.386230
	Iteration 23Q: 3 clusters Score -123919.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -123925.484375 Penalty: 2379.386230
	Iteration 24Q: 3 clusters Score -123925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -123933.914062 Penalty: 2379.386230
	Iteration 25Q: 3 clusters Score -123933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -123940.984375 Penalty: 2379.386230
	Iteration 26Q: 3 clusters Score -123941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -123943.539062 Penalty: 2379.386230
	Iteration 27Q: 3 clusters Score -123943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -123950.085938 Penalty: 2379.386230
	Iteration 28Q: 3 clusters Score -123950.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -123958.843750 Penalty: 2379.386230
	Iteration 29Q: 3 clusters Score -123958.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -123968.796875 Penalty: 2379.386230
	Iteration 30Q: 3 clusters Score -123968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -123976.093750 Penalty: 2379.386230
	Iteration 31Q: 3 clusters Score -123976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -123981.484375 Penalty: 2379.386230
	Iteration 32Q: 3 clusters Score -123981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -123982.085938 Penalty: 2379.386230
	Iteration 33Q: 3 clusters Score -123982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -123982.562500 Penalty: 2379.386230
	Iteration 34Q: 3 clusters Score -123982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -123983.617188 Penalty: 2379.386230
	Iteration 35Q: 3 clusters Score -123983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -123984.835938 Penalty: 2379.386230
	Iteration 36Q: 3 clusters Score -123984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -123984.835938 Penalty: 2379.386230
	Iteration 37F: 3 clusters Score -123984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -399263.968750 Penalty: 1362.047607
	Iteration 0F: 2 clusters Score -399264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -395722.312500 Penalty: 2724.095215
	Iteration 0F: 3 clusters Score -395722.3 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -396686.937500 Penalty: 2724.095215
	Iteration 1F: 3 clusters Score -396686.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -396913.250000 Penalty: 2724.095215
	Iteration 2F: 3 clusters Score -396913.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -397090.593750 Penalty: 2724.095215
	Iteration 3F: 3 clusters Score -397090.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -397243.312500 Penalty: 2724.095215
	Iteration 4F: 3 clusters Score -397243.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -397378.562500 Penalty: 2724.095215
	Iteration 5Q: 3 clusters Score -397378.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -397508.781250 Penalty: 2724.095215
	Iteration 6Q: 3 clusters Score -397508.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -397628.781250 Penalty: 2724.095215
	Iteration 7Q: 3 clusters Score -397628.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -397731.343750 Penalty: 2724.095215
	Iteration 8Q: 3 clusters Score -397731.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -397803.031250 Penalty: 2724.095215
	Iteration 9Q: 3 clusters Score -397803 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -397861.812500 Penalty: 2724.095215
	Iteration 10Q: 3 clusters Score -397861.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -397895.968750 Penalty: 2724.095215
	Iteration 11Q: 3 clusters Score -397896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -397924.468750 Penalty: 2724.095215
	Iteration 12Q: 3 clusters Score -397924.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -397950.343750 Penalty: 2724.095215
	Iteration 13Q: 3 clusters Score -397950.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -397987.875000 Penalty: 2724.095215
	Iteration 14Q: 3 clusters Score -397987.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -398025.875000 Penalty: 2724.095215
	Iteration 15Q: 3 clusters Score -398025.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -398067.406250 Penalty: 2724.095215
	Iteration 16Q: 3 clusters Score -398067.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -398097.437500 Penalty: 2724.095215
	Iteration 17Q: 3 clusters Score -398097.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -398124.031250 Penalty: 2724.095215
	Iteration 18Q: 3 clusters Score -398124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -398147.000000 Penalty: 2724.095215
	Iteration 19Q: 3 clusters Score -398147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -398172.187500 Penalty: 2724.095215
	Iteration 20F: 3 clusters Score -398172.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -398202.062500 Penalty: 2724.095215
	Iteration 21Q: 3 clusters Score -398202.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -398228.718750 Penalty: 2724.095215
	Iteration 22Q: 3 clusters Score -398228.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -398256.406250 Penalty: 2724.095215
	Iteration 23Q: 3 clusters Score -398256.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -398276.437500 Penalty: 2724.095215
	Iteration 24Q: 3 clusters Score -398276.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -398293.656250 Penalty: 2724.095215
	Iteration 25Q: 3 clusters Score -398293.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -398314.937500 Penalty: 2724.095215
	Iteration 26Q: 3 clusters Score -398314.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -398339.156250 Penalty: 2724.095215
	Iteration 27Q: 3 clusters Score -398339.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -398357.750000 Penalty: 2724.095215
	Iteration 28Q: 3 clusters Score -398357.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -398379.656250 Penalty: 2724.095215
	Iteration 29Q: 3 clusters Score -398379.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -398404.562500 Penalty: 2724.095215
	Iteration 30Q: 3 clusters Score -398404.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -398425.093750 Penalty: 2724.095215
	Iteration 31Q: 3 clusters Score -398425.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -398452.750000 Penalty: 2724.095215
	Iteration 32Q: 3 clusters Score -398452.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -398477.656250 Penalty: 2724.095215
	Iteration 33Q: 3 clusters Score -398477.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -398501.375000 Penalty: 2724.095215
	Iteration 34Q: 3 clusters Score -398501.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -398512.031250 Penalty: 2724.095215
	Iteration 35Q: 3 clusters Score -398512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -398523.218750 Penalty: 2724.095215
	Iteration 36Q: 3 clusters Score -398523.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -398537.250000 Penalty: 2724.095215
	Iteration 37Q: 3 clusters Score -398537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -398543.687500 Penalty: 2724.095215
	Iteration 38Q: 3 clusters Score -398543.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -398549.125000 Penalty: 2724.095215
	Iteration 39Q: 3 clusters Score -398549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -398551.093750 Penalty: 2724.095215
	Iteration 40F: 3 clusters Score -398551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -398553.906250 Penalty: 2724.095215
	Iteration 41Q: 3 clusters Score -398553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -398555.187500 Penalty: 2724.095215
	Iteration 42Q: 3 clusters Score -398555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -398556.156250 Penalty: 2724.095215
	Iteration 43Q: 3 clusters Score -398556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -398557.468750 Penalty: 2724.095215
	Iteration 44Q: 3 clusters Score -398557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -398557.343750 Penalty: 2724.095215
	Iteration 45Q: 3 clusters Score -398557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -398558.062500 Penalty: 2724.095215
	Iteration 46Q: 3 clusters Score -398558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -398558.062500 Penalty: 2724.095215
	Iteration 47F: 3 clusters Score -398558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 25058 members 
Mstep: Class 3 contains 40130 members 
Mstep: Class 4 contains 24802 members 
Mstep: Class 5 contains 38261 members 
Mstep: Class 6 contains 15794 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38662 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 40505 members 
Mstep: Class 15 contains 26478 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26891 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 6814 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 6923 members 
Mstep: Class 26 contains 21557 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 22654 members 
Mstep: Class 29 contains 7746 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9991 members 
Mstep: Class 32 contains 20869 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5214 members 
Mstep: Class 38 contains 1161 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27197 members 
Mstep: Class 42 contains 4765 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772524.000000 Penalty: 100859.070312
Iteration 159Q: 48 clusters Score -4.977252e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 25033 members 
Mstep: Class 3 contains 40132 members 
Mstep: Class 4 contains 25757 members 
Mstep: Class 5 contains 38309 members 
Mstep: Class 6 contains 15789 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38659 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 18168 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 39756 members 
Mstep: Class 15 contains 26410 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 39392 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26862 members 
Mstep: Class 21 contains 10022 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 6837 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 6904 members 
Mstep: Class 26 contains 21561 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 22631 members 
Mstep: Class 29 contains 7743 members 
Mstep: Class 30 contains 5725 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 20889 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 791 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5219 members 
Mstep: Class 38 contains 1161 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27150 members 
Mstep: Class 42 contains 4774 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1796 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4366 members 
Mstep: Class 47 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773560.000000 Penalty: 100859.070312
Iteration 160F: 48 clusters Score -4.977356e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 24927 members 
Mstep: Class 3 contains 40129 members 
Mstep: Class 4 contains 26622 members 
Mstep: Class 5 contains 38304 members 
Mstep: Class 6 contains 15790 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38652 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 18138 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 39253 members 
Mstep: Class 15 contains 26305 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 39387 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26856 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 6815 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 6891 members 
Mstep: Class 26 contains 21561 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 22607 members 
Mstep: Class 29 contains 7741 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9973 members 
Mstep: Class 32 contains 20908 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 785 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5221 members 
Mstep: Class 38 contains 1165 members 
Mstep: Class 39 contains 2631 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27061 members 
Mstep: Class 42 contains 4777 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 1794 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4367 members 
Mstep: Class 47 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773912.000000 Penalty: 100859.070312
Iteration 161Q: 48 clusters Score -4.977391e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 24867 members 
Mstep: Class 3 contains 40130 members 
Mstep: Class 4 contains 27615 members 
Mstep: Class 5 contains 38302 members 
Mstep: Class 6 contains 15791 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38655 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 18127 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 38505 members 
Mstep: Class 15 contains 26210 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 39382 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26866 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2742 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6872 members 
Mstep: Class 26 contains 21560 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 22567 members 
Mstep: Class 29 contains 7738 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 9969 members 
Mstep: Class 32 contains 20919 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 781 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 5223 members 
Mstep: Class 38 contains 1168 members 
Mstep: Class 39 contains 2613 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27011 members 
Mstep: Class 42 contains 4784 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4365 members 
Mstep: Class 47 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774480.000000 Penalty: 100859.070312
Iteration 162Q: 48 clusters Score -4.977448e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 24807 members 
Mstep: Class 3 contains 40130 members 
Mstep: Class 4 contains 28691 members 
Mstep: Class 5 contains 38298 members 
Mstep: Class 6 contains 15787 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38652 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 18121 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 37685 members 
Mstep: Class 15 contains 26083 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 39382 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26876 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 2746 members 
Mstep: Class 23 contains 6780 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 21562 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 22533 members 
Mstep: Class 29 contains 7734 members 
Mstep: Class 30 contains 5723 members 
Mstep: Class 31 contains 9960 members 
Mstep: Class 32 contains 20932 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 778 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 5226 members 
Mstep: Class 38 contains 1168 members 
Mstep: Class 39 contains 2598 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26979 members 
Mstep: Class 42 contains 4797 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4365 members 
Mstep: Class 47 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775152.000000 Penalty: 100859.070312
Iteration 163Q: 48 clusters Score -4.977515e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 24764 members 
Mstep: Class 3 contains 40123 members 
Mstep: Class 4 contains 29817 members 
Mstep: Class 5 contains 38298 members 
Mstep: Class 6 contains 15784 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38649 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 18111 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 36812 members 
Mstep: Class 15 contains 25944 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 39377 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26880 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 6769 members 
Mstep: Class 24 contains 2978 members 
Mstep: Class 25 contains 6846 members 
Mstep: Class 26 contains 21563 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 22504 members 
Mstep: Class 29 contains 7729 members 
Mstep: Class 30 contains 5722 members 
Mstep: Class 31 contains 9951 members 
Mstep: Class 32 contains 20950 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 778 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 5230 members 
Mstep: Class 38 contains 1170 members 
Mstep: Class 39 contains 2591 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26938 members 
Mstep: Class 42 contains 4805 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775492.000000 Penalty: 100859.070312
Iteration 164Q: 48 clusters Score -4.977549e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 24709 members 
Mstep: Class 3 contains 40111 members 
Mstep: Class 4 contains 30881 members 
Mstep: Class 5 contains 38299 members 
Mstep: Class 6 contains 15778 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38653 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18103 members 
Mstep: Class 13 contains 6223 members 
Mstep: Class 14 contains 36026 members 
Mstep: Class 15 contains 25797 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39372 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26881 members 
Mstep: Class 21 contains 10024 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 6837 members 
Mstep: Class 26 contains 21562 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 22471 members 
Mstep: Class 29 contains 7725 members 
Mstep: Class 30 contains 5718 members 
Mstep: Class 31 contains 9946 members 
Mstep: Class 32 contains 20975 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 777 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 5231 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 2587 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26887 members 
Mstep: Class 42 contains 4809 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775764.000000 Penalty: 100859.070312
Iteration 165Q: 48 clusters Score -4.977576e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 24652 members 
Mstep: Class 3 contains 40109 members 
Mstep: Class 4 contains 31985 members 
Mstep: Class 5 contains 38301 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38650 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18101 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 35196 members 
Mstep: Class 15 contains 25649 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 39379 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26873 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 2974 members 
Mstep: Class 25 contains 6827 members 
Mstep: Class 26 contains 21565 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 22440 members 
Mstep: Class 29 contains 7721 members 
Mstep: Class 30 contains 5715 members 
Mstep: Class 31 contains 9939 members 
Mstep: Class 32 contains 20993 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 774 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 1179 members 
Mstep: Class 39 contains 2583 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26847 members 
Mstep: Class 42 contains 4820 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775988.000000 Penalty: 100859.070312
Iteration 166Q: 48 clusters Score -4.977599e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 24581 members 
Mstep: Class 3 contains 40110 members 
Mstep: Class 4 contains 33031 members 
Mstep: Class 5 contains 38308 members 
Mstep: Class 6 contains 15777 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38655 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18099 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 34453 members 
Mstep: Class 15 contains 25518 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 39384 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26860 members 
Mstep: Class 21 contains 10024 members 
Mstep: Class 22 contains 2768 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 2971 members 
Mstep: Class 25 contains 6818 members 
Mstep: Class 26 contains 21565 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 22409 members 
Mstep: Class 29 contains 7718 members 
Mstep: Class 30 contains 5711 members 
Mstep: Class 31 contains 9937 members 
Mstep: Class 32 contains 21001 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 773 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 2578 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26775 members 
Mstep: Class 42 contains 4827 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1783 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776268.000000 Penalty: 100859.070312
Iteration 167Q: 48 clusters Score -4.977627e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 24527 members 
Mstep: Class 3 contains 40109 members 
Mstep: Class 4 contains 34063 members 
Mstep: Class 5 contains 38312 members 
Mstep: Class 6 contains 15776 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38661 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18096 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 33705 members 
Mstep: Class 15 contains 25376 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 39398 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26847 members 
Mstep: Class 21 contains 10024 members 
Mstep: Class 22 contains 2769 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 2966 members 
Mstep: Class 25 contains 6809 members 
Mstep: Class 26 contains 21563 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 22383 members 
Mstep: Class 29 contains 7717 members 
Mstep: Class 30 contains 5710 members 
Mstep: Class 31 contains 9933 members 
Mstep: Class 32 contains 21012 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 771 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 1185 members 
Mstep: Class 39 contains 2577 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26711 members 
Mstep: Class 42 contains 4832 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776400.000000 Penalty: 100859.070312
Iteration 168Q: 48 clusters Score -4.97764e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 24487 members 
Mstep: Class 3 contains 40109 members 
Mstep: Class 4 contains 35173 members 
Mstep: Class 5 contains 38314 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38662 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 6225 members 
Mstep: Class 14 contains 32822 members 
Mstep: Class 15 contains 25230 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 39406 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26834 members 
Mstep: Class 21 contains 10024 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 2966 members 
Mstep: Class 25 contains 6807 members 
Mstep: Class 26 contains 21563 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 22372 members 
Mstep: Class 29 contains 7716 members 
Mstep: Class 30 contains 5710 members 
Mstep: Class 31 contains 9930 members 
Mstep: Class 32 contains 21023 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 2575 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26677 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1783 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776888.000000 Penalty: 100859.070312
Iteration 169Q: 48 clusters Score -4.977689e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 24433 members 
Mstep: Class 3 contains 40109 members 
Mstep: Class 4 contains 36928 members 
Mstep: Class 5 contains 38319 members 
Mstep: Class 6 contains 15774 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38670 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 13 contains 6224 members 
Mstep: Class 14 contains 31339 members 
Mstep: Class 15 contains 25072 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 39420 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26785 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 6695 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 6802 members 
Mstep: Class 26 contains 21558 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 22370 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 5709 members 
Mstep: Class 31 contains 9930 members 
Mstep: Class 32 contains 21030 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 766 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 5238 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 2572 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26643 members 
Mstep: Class 42 contains 4838 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777436.000000 Penalty: 100859.070312
Iteration 170Q: 48 clusters Score -4.977744e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 24465 members 
Mstep: Class 3 contains 40109 members 
Mstep: Class 4 contains 39604 members 
Mstep: Class 5 contains 38309 members 
Mstep: Class 6 contains 15776 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38670 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 28832 members 
Mstep: Class 15 contains 24933 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 39420 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26701 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 2783 members 
Mstep: Class 23 contains 6688 members 
Mstep: Class 24 contains 2953 members 
Mstep: Class 25 contains 6798 members 
Mstep: Class 26 contains 21560 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 22427 members 
Mstep: Class 29 contains 7713 members 
Mstep: Class 30 contains 5708 members 
Mstep: Class 31 contains 9930 members 
Mstep: Class 32 contains 21039 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2573 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26617 members 
Mstep: Class 42 contains 4840 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1783 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4366 members 
Mstep: Class 47 contains 3818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776460.000000 Penalty: 100859.070312
Iteration 171Q: 48 clusters Score -4.977646e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 24519 members 
Mstep: Class 3 contains 40109 members 
Mstep: Class 4 contains 42949 members 
Mstep: Class 5 contains 38303 members 
Mstep: Class 6 contains 15777 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38669 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 25360 members 
Mstep: Class 15 contains 24908 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39425 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26624 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 2770 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 2949 members 
Mstep: Class 25 contains 6786 members 
Mstep: Class 26 contains 21560 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 22504 members 
Mstep: Class 29 contains 7711 members 
Mstep: Class 30 contains 5708 members 
Mstep: Class 31 contains 9929 members 
Mstep: Class 32 contains 21041 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5238 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2573 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26741 members 
Mstep: Class 42 contains 4841 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4366 members 
Mstep: Class 47 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772532.000000 Penalty: 100859.070312
Iteration 172Q: 48 clusters Score -4.977253e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 24626 members 
Mstep: Class 3 contains 40112 members 
Mstep: Class 4 contains 45458 members 
Mstep: Class 5 contains 38303 members 
Mstep: Class 6 contains 15774 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38668 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 22088 members 
Mstep: Class 15 contains 25203 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39453 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 26637 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 6673 members 
Mstep: Class 24 contains 2955 members 
Mstep: Class 25 contains 6772 members 
Mstep: Class 26 contains 21563 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 22570 members 
Mstep: Class 29 contains 7709 members 
Mstep: Class 30 contains 5707 members 
Mstep: Class 31 contains 9928 members 
Mstep: Class 32 contains 21047 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5238 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2572 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27009 members 
Mstep: Class 42 contains 4842 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4366 members 
Mstep: Class 47 contains 3842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768724.000000 Penalty: 100859.070312
Iteration 173Q: 48 clusters Score -4.976872e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 40108 members 
Mstep: Class 4 contains 46279 members 
Mstep: Class 5 contains 38301 members 
Mstep: Class 6 contains 15777 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38654 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 20184 members 
Mstep: Class 15 contains 25649 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39469 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 26750 members 
Mstep: Class 21 contains 10024 members 
Mstep: Class 22 contains 2750 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 2969 members 
Mstep: Class 25 contains 6764 members 
Mstep: Class 26 contains 21565 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 22617 members 
Mstep: Class 29 contains 7708 members 
Mstep: Class 30 contains 5707 members 
Mstep: Class 31 contains 9926 members 
Mstep: Class 32 contains 21056 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5239 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27325 members 
Mstep: Class 42 contains 4843 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4365 members 
Mstep: Class 47 contains 3851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767444.000000 Penalty: 100859.070312
Iteration 174Q: 48 clusters Score -4.976744e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 24877 members 
Mstep: Class 3 contains 40096 members 
Mstep: Class 4 contains 46087 members 
Mstep: Class 5 contains 38299 members 
Mstep: Class 6 contains 15777 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 26065 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39483 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 26908 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 6771 members 
Mstep: Class 26 contains 21566 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 22614 members 
Mstep: Class 29 contains 7705 members 
Mstep: Class 30 contains 5707 members 
Mstep: Class 31 contains 9928 members 
Mstep: Class 32 contains 21065 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5234 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2567 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27501 members 
Mstep: Class 42 contains 4844 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4366 members 
Mstep: Class 47 contains 3858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767672.000000 Penalty: 100859.070312
Iteration 175Q: 48 clusters Score -4.976767e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 24930 members 
Mstep: Class 3 contains 40090 members 
Mstep: Class 4 contains 45658 members 
Mstep: Class 5 contains 38295 members 
Mstep: Class 6 contains 15765 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38642 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 19432 members 
Mstep: Class 15 contains 26372 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 39475 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 27019 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2746 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6775 members 
Mstep: Class 26 contains 21569 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 22590 members 
Mstep: Class 29 contains 7702 members 
Mstep: Class 30 contains 5708 members 
Mstep: Class 31 contains 9927 members 
Mstep: Class 32 contains 21072 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5234 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2565 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27582 members 
Mstep: Class 42 contains 4845 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4365 members 
Mstep: Class 47 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49767904.000000 Penalty: 100859.070312
Iteration 176Q: 48 clusters Score -4.97679e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 24941 members 
Mstep: Class 3 contains 40083 members 
Mstep: Class 4 contains 45228 members 
Mstep: Class 5 contains 38297 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38633 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 19591 members 
Mstep: Class 15 contains 26545 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 39454 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27118 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 21572 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22557 members 
Mstep: Class 29 contains 7701 members 
Mstep: Class 30 contains 5708 members 
Mstep: Class 31 contains 9923 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5238 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2566 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27623 members 
Mstep: Class 42 contains 4846 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1793 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4365 members 
Mstep: Class 47 contains 3877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768384.000000 Penalty: 100859.070312
Iteration 177Q: 48 clusters Score -4.976838e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 24936 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 44738 members 
Mstep: Class 5 contains 38289 members 
Mstep: Class 6 contains 15748 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38629 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 19914 members 
Mstep: Class 15 contains 26671 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39419 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27202 members 
Mstep: Class 21 contains 10010 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 6779 members 
Mstep: Class 26 contains 21576 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22519 members 
Mstep: Class 29 contains 7701 members 
Mstep: Class 30 contains 5707 members 
Mstep: Class 31 contains 9916 members 
Mstep: Class 32 contains 21105 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5241 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2567 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27660 members 
Mstep: Class 42 contains 4847 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1792 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4365 members 
Mstep: Class 47 contains 3888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49768708.000000 Penalty: 100859.070312
Iteration 178Q: 48 clusters Score -4.976871e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 24921 members 
Mstep: Class 3 contains 40060 members 
Mstep: Class 4 contains 44267 members 
Mstep: Class 5 contains 38285 members 
Mstep: Class 6 contains 15744 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38614 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 6224 members 
Mstep: Class 14 contains 20360 members 
Mstep: Class 15 contains 26730 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39409 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27239 members 
Mstep: Class 21 contains 10006 members 
Mstep: Class 22 contains 2774 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 21579 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22482 members 
Mstep: Class 29 contains 7699 members 
Mstep: Class 30 contains 5707 members 
Mstep: Class 31 contains 9913 members 
Mstep: Class 32 contains 21117 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 2567 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27658 members 
Mstep: Class 42 contains 4850 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4366 members 
Mstep: Class 47 contains 3895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49769272.000000 Penalty: 100859.070312
Iteration 179Q: 48 clusters Score -4.976927e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 24896 members 
Mstep: Class 3 contains 40053 members 
Mstep: Class 4 contains 43696 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 15738 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38609 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 20969 members 
Mstep: Class 15 contains 26738 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 39410 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 27292 members 
Mstep: Class 21 contains 10006 members 
Mstep: Class 22 contains 2783 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 6775 members 
Mstep: Class 26 contains 21583 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22445 members 
Mstep: Class 29 contains 7697 members 
Mstep: Class 30 contains 5706 members 
Mstep: Class 31 contains 9911 members 
Mstep: Class 32 contains 21125 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 2567 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27628 members 
Mstep: Class 42 contains 4852 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4365 members 
Mstep: Class 47 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770424.000000 Penalty: 100859.070312
Iteration 180F: 48 clusters Score -4.977042e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 24830 members 
Mstep: Class 3 contains 40041 members 
Mstep: Class 4 contains 43499 members 
Mstep: Class 5 contains 38277 members 
Mstep: Class 6 contains 15731 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38610 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 21351 members 
Mstep: Class 15 contains 26678 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 39396 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 27338 members 
Mstep: Class 21 contains 10005 members 
Mstep: Class 22 contains 2776 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 6780 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22411 members 
Mstep: Class 29 contains 7698 members 
Mstep: Class 30 contains 5705 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 21136 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 2567 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27588 members 
Mstep: Class 42 contains 4854 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770520.000000 Penalty: 100859.070312
Iteration 181Q: 48 clusters Score -4.977052e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 24792 members 
Mstep: Class 3 contains 40034 members 
Mstep: Class 4 contains 42925 members 
Mstep: Class 5 contains 38277 members 
Mstep: Class 6 contains 15726 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38611 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 22065 members 
Mstep: Class 15 contains 26620 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39396 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 27385 members 
Mstep: Class 21 contains 9998 members 
Mstep: Class 22 contains 2780 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 2984 members 
Mstep: Class 25 contains 6782 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22386 members 
Mstep: Class 29 contains 7698 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9902 members 
Mstep: Class 32 contains 21142 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 2567 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27522 members 
Mstep: Class 42 contains 4856 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771068.000000 Penalty: 100859.070312
Iteration 182Q: 48 clusters Score -4.977107e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 24770 members 
Mstep: Class 3 contains 40034 members 
Mstep: Class 4 contains 42217 members 
Mstep: Class 5 contains 38277 members 
Mstep: Class 6 contains 15717 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38615 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 22965 members 
Mstep: Class 15 contains 26539 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39388 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 27406 members 
Mstep: Class 21 contains 9994 members 
Mstep: Class 22 contains 2784 members 
Mstep: Class 23 contains 6641 members 
Mstep: Class 24 contains 2982 members 
Mstep: Class 25 contains 6783 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22366 members 
Mstep: Class 29 contains 7697 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9900 members 
Mstep: Class 32 contains 21150 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5249 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 2568 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27440 members 
Mstep: Class 42 contains 4858 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771504.000000 Penalty: 100859.070312
Iteration 183Q: 48 clusters Score -4.97715e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 24764 members 
Mstep: Class 3 contains 40038 members 
Mstep: Class 4 contains 41413 members 
Mstep: Class 5 contains 38274 members 
Mstep: Class 6 contains 15716 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38617 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 23992 members 
Mstep: Class 15 contains 26394 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 39383 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 27412 members 
Mstep: Class 21 contains 9991 members 
Mstep: Class 22 contains 2787 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 2978 members 
Mstep: Class 25 contains 6786 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22336 members 
Mstep: Class 29 contains 7694 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9900 members 
Mstep: Class 32 contains 21161 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5249 members 
Mstep: Class 38 contains 1184 members 
Mstep: Class 39 contains 2568 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27389 members 
Mstep: Class 42 contains 4860 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772108.000000 Penalty: 100859.070312
Iteration 184Q: 48 clusters Score -4.977211e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 24752 members 
Mstep: Class 3 contains 40042 members 
Mstep: Class 4 contains 40507 members 
Mstep: Class 5 contains 38274 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38613 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 25145 members 
Mstep: Class 15 contains 26261 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39398 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 27396 members 
Mstep: Class 21 contains 9989 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 6784 members 
Mstep: Class 26 contains 21591 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22294 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9899 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5251 members 
Mstep: Class 38 contains 1187 members 
Mstep: Class 39 contains 2568 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27331 members 
Mstep: Class 42 contains 4863 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772996.000000 Penalty: 100859.070312
Iteration 185Q: 48 clusters Score -4.9773e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 24734 members 
Mstep: Class 3 contains 40040 members 
Mstep: Class 4 contains 39531 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 15712 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38616 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 26442 members 
Mstep: Class 15 contains 26095 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39412 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 27391 members 
Mstep: Class 21 contains 9987 members 
Mstep: Class 22 contains 2790 members 
Mstep: Class 23 contains 6627 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 6783 members 
Mstep: Class 26 contains 21592 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22244 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9897 members 
Mstep: Class 32 contains 21173 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5253 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2568 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27231 members 
Mstep: Class 42 contains 4865 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4365 members 
Mstep: Class 47 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773552.000000 Penalty: 100859.070312
Iteration 186Q: 48 clusters Score -4.977355e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 24698 members 
Mstep: Class 3 contains 40040 members 
Mstep: Class 4 contains 38633 members 
Mstep: Class 5 contains 38276 members 
Mstep: Class 6 contains 15714 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38619 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 27737 members 
Mstep: Class 15 contains 25876 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39408 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 27381 members 
Mstep: Class 21 contains 9987 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 2982 members 
Mstep: Class 25 contains 6785 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 22219 members 
Mstep: Class 29 contains 7690 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9895 members 
Mstep: Class 32 contains 21179 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5254 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2568 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27119 members 
Mstep: Class 42 contains 4868 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774232.000000 Penalty: 100859.070312
Iteration 187Q: 48 clusters Score -4.977423e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 24648 members 
Mstep: Class 3 contains 40038 members 
Mstep: Class 4 contains 37743 members 
Mstep: Class 5 contains 38275 members 
Mstep: Class 6 contains 15718 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38622 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 29040 members 
Mstep: Class 15 contains 25639 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39411 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 27367 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 2792 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 6786 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22203 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9895 members 
Mstep: Class 32 contains 21190 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5258 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2568 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27003 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775024.000000 Penalty: 100859.070312
Iteration 188Q: 48 clusters Score -4.977502e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 24601 members 
Mstep: Class 3 contains 40039 members 
Mstep: Class 4 contains 36875 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 15717 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38631 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 30315 members 
Mstep: Class 15 contains 25410 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39407 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27357 members 
Mstep: Class 21 contains 9989 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 6781 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22186 members 
Mstep: Class 29 contains 7686 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9894 members 
Mstep: Class 32 contains 21201 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5259 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2569 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26899 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775724.000000 Penalty: 100859.070312
Iteration 189Q: 48 clusters Score -4.977572e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 24552 members 
Mstep: Class 3 contains 40038 members 
Mstep: Class 4 contains 36123 members 
Mstep: Class 5 contains 38270 members 
Mstep: Class 6 contains 15719 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38633 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 31418 members 
Mstep: Class 15 contains 25217 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39414 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27350 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 6780 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22147 members 
Mstep: Class 29 contains 7685 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9893 members 
Mstep: Class 32 contains 21214 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5262 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26814 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4364 members 
Mstep: Class 47 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776208.000000 Penalty: 100859.070312
Iteration 190Q: 48 clusters Score -4.977621e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 24511 members 
Mstep: Class 3 contains 40034 members 
Mstep: Class 4 contains 35544 members 
Mstep: Class 5 contains 38271 members 
Mstep: Class 6 contains 15720 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38640 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 32330 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39407 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27318 members 
Mstep: Class 21 contains 9990 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 6616 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 6782 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22157 members 
Mstep: Class 29 contains 7685 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9892 members 
Mstep: Class 32 contains 21222 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 5263 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26735 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 1519 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776496.000000 Penalty: 100859.070312
Iteration 191Q: 48 clusters Score -4.97765e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 24473 members 
Mstep: Class 3 contains 40034 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 38271 members 
Mstep: Class 6 contains 15721 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38644 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 33120 members 
Mstep: Class 15 contains 24837 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39407 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27292 members 
Mstep: Class 21 contains 9993 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6789 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22162 members 
Mstep: Class 29 contains 7684 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9893 members 
Mstep: Class 32 contains 21233 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 5265 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26665 members 
Mstep: Class 42 contains 4871 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 1519 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776740.000000 Penalty: 100859.070312
Iteration 192Q: 48 clusters Score -4.977674e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 24442 members 
Mstep: Class 3 contains 40037 members 
Mstep: Class 4 contains 34677 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 15721 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38644 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 33712 members 
Mstep: Class 15 contains 24703 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39396 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27279 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 2812 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 6789 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22172 members 
Mstep: Class 29 contains 7681 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9892 members 
Mstep: Class 32 contains 21237 members 
Mstep: Class 33 contains 1048 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 5268 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26602 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777024.000000 Penalty: 100859.070312
Iteration 193Q: 48 clusters Score -4.977702e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 24414 members 
Mstep: Class 3 contains 40035 members 
Mstep: Class 4 contains 34435 members 
Mstep: Class 5 contains 38276 members 
Mstep: Class 6 contains 15725 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38645 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 34184 members 
Mstep: Class 15 contains 24569 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39396 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27266 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2817 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 6788 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22175 members 
Mstep: Class 29 contains 7679 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9892 members 
Mstep: Class 32 contains 21236 members 
Mstep: Class 33 contains 1048 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 5270 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26535 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777536.000000 Penalty: 100859.070312
Iteration 194Q: 48 clusters Score -4.977754e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 24365 members 
Mstep: Class 3 contains 40033 members 
Mstep: Class 4 contains 34172 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 15729 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38650 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 34687 members 
Mstep: Class 15 contains 24449 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39401 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27225 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2815 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 6783 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22193 members 
Mstep: Class 29 contains 7678 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9891 members 
Mstep: Class 32 contains 21239 members 
Mstep: Class 33 contains 1048 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 5272 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26481 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777900.000000 Penalty: 100859.070312
Iteration 195Q: 48 clusters Score -4.97779e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 24350 members 
Mstep: Class 3 contains 40033 members 
Mstep: Class 4 contains 33661 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 15728 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38653 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 35423 members 
Mstep: Class 15 contains 24288 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39407 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27184 members 
Mstep: Class 21 contains 9998 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 21580 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22215 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9890 members 
Mstep: Class 32 contains 21241 members 
Mstep: Class 33 contains 1048 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 5274 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26435 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778424.000000 Penalty: 100859.070312
Iteration 196Q: 48 clusters Score -4.977842e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 24328 members 
Mstep: Class 3 contains 40035 members 
Mstep: Class 4 contains 32716 members 
Mstep: Class 5 contains 38276 members 
Mstep: Class 6 contains 15729 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38655 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 36627 members 
Mstep: Class 15 contains 24084 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39406 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27128 members 
Mstep: Class 21 contains 9998 members 
Mstep: Class 22 contains 2829 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 6767 members 
Mstep: Class 26 contains 21580 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22246 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9889 members 
Mstep: Class 32 contains 21242 members 
Mstep: Class 33 contains 1048 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 5279 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26419 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778816.000000 Penalty: 100859.070312
Iteration 197Q: 48 clusters Score -4.977882e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 24293 members 
Mstep: Class 3 contains 40038 members 
Mstep: Class 4 contains 31070 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 15728 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38652 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 38518 members 
Mstep: Class 15 contains 23881 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39405 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27066 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 2995 members 
Mstep: Class 25 contains 6751 members 
Mstep: Class 26 contains 21583 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22274 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9888 members 
Mstep: Class 32 contains 21246 members 
Mstep: Class 33 contains 1048 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5284 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26453 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777872.000000 Penalty: 100859.070312
Iteration 198Q: 48 clusters Score -4.977787e+07 nChanged 4302
Entering ConstructFrom: 
Score: -49777872.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (7253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Entering Unmasked Estep 
Score: -674582.125000 Penalty: 1444.490234
	Iteration 0F: 2 clusters Score -674582.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -669171.687500 Penalty: 2888.980469
	Iteration 0F: 3 clusters Score -669171.7 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -670804.500000 Penalty: 2888.980469
	Iteration 1F: 3 clusters Score -670804.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -671051.125000 Penalty: 2888.980469
	Iteration 2F: 3 clusters Score -671051.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -671229.062500 Penalty: 2888.980469
	Iteration 3F: 3 clusters Score -671229.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -671379.125000 Penalty: 2888.980469
	Iteration 4Q: 3 clusters Score -671379.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -671524.437500 Penalty: 2888.980469
	Iteration 5Q: 3 clusters Score -671524.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -671656.000000 Penalty: 2888.980469
	Iteration 6Q: 3 clusters Score -671656 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -671786.875000 Penalty: 2888.980469
	Iteration 7Q: 3 clusters Score -671786.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -671932.062500 Penalty: 2888.980469
	Iteration 8Q: 3 clusters Score -671932.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -672108.312500 Penalty: 2888.980469
	Iteration 9Q: 3 clusters Score -672108.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -672312.062500 Penalty: 2888.980469
	Iteration 10Q: 3 clusters Score -672312.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -672497.500000 Penalty: 2888.980469
	Iteration 11Q: 3 clusters Score -672497.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -672634.000000 Penalty: 2888.980469
	Iteration 12Q: 3 clusters Score -672634 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -672743.437500 Penalty: 2888.980469
	Iteration 13Q: 3 clusters Score -672743.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -672867.375000 Penalty: 2888.980469
	Iteration 14Q: 3 clusters Score -672867.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -672971.375000 Penalty: 2888.980469
	Iteration 15Q: 3 clusters Score -672971.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -673063.687500 Penalty: 2888.980469
	Iteration 16Q: 3 clusters Score -673063.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -673134.375000 Penalty: 2888.980469
	Iteration 17Q: 3 clusters Score -673134.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -673189.375000 Penalty: 2888.980469
	Iteration 18Q: 3 clusters Score -673189.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -673218.875000 Penalty: 2888.980469
	Iteration 19Q: 3 clusters Score -673218.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -673259.375000 Penalty: 2888.980469
	Iteration 20F: 3 clusters Score -673259.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -673292.250000 Penalty: 2888.980469
	Iteration 21Q: 3 clusters Score -673292.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -673320.187500 Penalty: 2888.980469
	Iteration 22Q: 3 clusters Score -673320.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -673334.562500 Penalty: 2888.980469
	Iteration 23Q: 3 clusters Score -673334.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -673348.562500 Penalty: 2888.980469
	Iteration 24Q: 3 clusters Score -673348.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -673369.250000 Penalty: 2888.980469
	Iteration 25Q: 3 clusters Score -673369.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -673382.937500 Penalty: 2888.980469
	Iteration 26Q: 3 clusters Score -673382.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -673395.687500 Penalty: 2888.980469
	Iteration 27Q: 3 clusters Score -673395.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -673406.125000 Penalty: 2888.980469
	Iteration 28Q: 3 clusters Score -673406.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -673413.187500 Penalty: 2888.980469
	Iteration 29Q: 3 clusters Score -673413.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -673420.875000 Penalty: 2888.980469
	Iteration 30Q: 3 clusters Score -673420.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -673425.500000 Penalty: 2888.980469
	Iteration 31Q: 3 clusters Score -673425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -673430.125000 Penalty: 2888.980469
	Iteration 32Q: 3 clusters Score -673430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -673434.687500 Penalty: 2888.980469
	Iteration 33Q: 3 clusters Score -673434.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -673440.187500 Penalty: 2888.980469
	Iteration 34Q: 3 clusters Score -673440.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -673451.875000 Penalty: 2888.980469
	Iteration 35Q: 3 clusters Score -673451.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -673460.062500 Penalty: 2888.980469
	Iteration 36Q: 3 clusters Score -673460.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -673474.312500 Penalty: 2888.980469
	Iteration 37Q: 3 clusters Score -673474.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -673488.625000 Penalty: 2888.980469
	Iteration 38Q: 3 clusters Score -673488.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -673504.500000 Penalty: 2888.980469
	Iteration 39Q: 3 clusters Score -673504.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -673526.562500 Penalty: 2888.980469
	Iteration 40F: 3 clusters Score -673526.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -673555.500000 Penalty: 2888.980469
	Iteration 41Q: 3 clusters Score -673555.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -673585.000000 Penalty: 2888.980469
	Iteration 42Q: 3 clusters Score -673585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -673621.625000 Penalty: 2888.980469
	Iteration 43Q: 3 clusters Score -673621.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -673658.500000 Penalty: 2888.980469
	Iteration 44Q: 3 clusters Score -673658.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -673683.375000 Penalty: 2888.980469
	Iteration 45Q: 3 clusters Score -673683.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -673710.437500 Penalty: 2888.980469
	Iteration 46Q: 3 clusters Score -673710.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -673740.250000 Penalty: 2888.980469
	Iteration 47Q: 3 clusters Score -673740.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -673767.062500 Penalty: 2888.980469
	Iteration 48Q: 3 clusters Score -673767.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -673785.437500 Penalty: 2888.980469
	Iteration 49Q: 3 clusters Score -673785.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -673798.500000 Penalty: 2888.980469
	Iteration 50Q: 3 clusters Score -673798.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -673805.250000 Penalty: 2888.980469
	Iteration 51Q: 3 clusters Score -673805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -673809.875000 Penalty: 2888.980469
	Iteration 52Q: 3 clusters Score -673809.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -673814.312500 Penalty: 2888.980469
	Iteration 53Q: 3 clusters Score -673814.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -673819.375000 Penalty: 2888.980469
	Iteration 54Q: 3 clusters Score -673819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -673821.875000 Penalty: 2888.980469
	Iteration 55Q: 3 clusters Score -673821.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -673825.187500 Penalty: 2888.980469
	Iteration 56Q: 3 clusters Score -673825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -673831.375000 Penalty: 2888.980469
	Iteration 57Q: 3 clusters Score -673831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -673833.375000 Penalty: 2888.980469
	Iteration 58Q: 3 clusters Score -673833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -673835.437500 Penalty: 2888.980469
	Iteration 59Q: 3 clusters Score -673835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -673836.562500 Penalty: 2888.980469
	Iteration 60F: 3 clusters Score -673836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -673837.812500 Penalty: 2888.980469
	Iteration 61Q: 3 clusters Score -673837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -673839.062500 Penalty: 2888.980469
	Iteration 62Q: 3 clusters Score -673839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -673838.875000 Penalty: 2888.980469
	Iteration 63Q: 3 clusters Score -673838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -673839.625000 Penalty: 2888.980469
	Iteration 64Q: 3 clusters Score -673839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -673839.187500 Penalty: 2888.980469
	Iteration 65Q: 3 clusters Score -673839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -673839.187500 Penalty: 2888.980469
	Iteration 66F: 3 clusters Score -673839.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Entering Unmasked Estep 
Score: -2281269.250000 Penalty: 1640.688232
	Iteration 0F: 2 clusters Score -2281269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2264926.000000 Penalty: 3281.376465
	Iteration 0F: 3 clusters Score -2264926 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2271074.250000 Penalty: 3281.376465
	Iteration 1F: 3 clusters Score -2271074 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2271557.750000 Penalty: 3281.376465
	Iteration 2Q: 3 clusters Score -2271558 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2272193.750000 Penalty: 3281.376465
	Iteration 3F: 3 clusters Score -2272194 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2273008.250000 Penalty: 3281.376465
	Iteration 4F: 3 clusters Score -2273008 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2273965.500000 Penalty: 3281.376465
	Iteration 5F: 3 clusters Score -2273966 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2275147.250000 Penalty: 3281.376465
	Iteration 6F: 3 clusters Score -2275147 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2276357.250000 Penalty: 3281.376465
	Iteration 7F: 3 clusters Score -2276357 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2277401.750000 Penalty: 3281.376465
	Iteration 8F: 3 clusters Score -2277402 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2278233.250000 Penalty: 3281.376465
	Iteration 9Q: 3 clusters Score -2278233 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2278808.750000 Penalty: 3281.376465
	Iteration 10Q: 3 clusters Score -2278809 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2279201.750000 Penalty: 3281.376465
	Iteration 11Q: 3 clusters Score -2279202 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2279418.250000 Penalty: 3281.376465
	Iteration 12Q: 3 clusters Score -2279418 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2279560.250000 Penalty: 3281.376465
	Iteration 13Q: 3 clusters Score -2279560 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2279635.500000 Penalty: 3281.376465
	Iteration 14Q: 3 clusters Score -2279636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2279710.000000 Penalty: 3281.376465
	Iteration 15Q: 3 clusters Score -2279710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2279746.500000 Penalty: 3281.376465
	Iteration 16Q: 3 clusters Score -2279746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2279789.500000 Penalty: 3281.376465
	Iteration 17Q: 3 clusters Score -2279790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2279817.000000 Penalty: 3281.376465
	Iteration 18Q: 3 clusters Score -2279817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2279827.500000 Penalty: 3281.376465
	Iteration 19Q: 3 clusters Score -2279828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2279842.500000 Penalty: 3281.376465
	Iteration 20F: 3 clusters Score -2279842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2279857.500000 Penalty: 3281.376465
	Iteration 21Q: 3 clusters Score -2279858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2279867.250000 Penalty: 3281.376465
	Iteration 22Q: 3 clusters Score -2279867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2279877.000000 Penalty: 3281.376465
	Iteration 23Q: 3 clusters Score -2279877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2279882.000000 Penalty: 3281.376465
	Iteration 24Q: 3 clusters Score -2279882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2279885.750000 Penalty: 3281.376465
	Iteration 25Q: 3 clusters Score -2279886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2279887.250000 Penalty: 3281.376465
	Iteration 26Q: 3 clusters Score -2279887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2279886.500000 Penalty: 3281.376465
	Iteration 27Q: 3 clusters Score -2279886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2279888.000000 Penalty: 3281.376465
	Iteration 28Q: 3 clusters Score -2279888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2279894.750000 Penalty: 3281.376465
	Iteration 29Q: 3 clusters Score -2279895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2279902.750000 Penalty: 3281.376465
	Iteration 30Q: 3 clusters Score -2279903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2279914.000000 Penalty: 3281.376465
	Iteration 31Q: 3 clusters Score -2279914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2279916.000000 Penalty: 3281.376465
	Iteration 32Q: 3 clusters Score -2279916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2279918.250000 Penalty: 3281.376465
	Iteration 33Q: 3 clusters Score -2279918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2279925.000000 Penalty: 3281.376465
	Iteration 34Q: 3 clusters Score -2279925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2279930.250000 Penalty: 3281.376465
	Iteration 35Q: 3 clusters Score -2279930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2279933.750000 Penalty: 3281.376465
	Iteration 36Q: 3 clusters Score -2279934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2279936.500000 Penalty: 3281.376465
	Iteration 37Q: 3 clusters Score -2279936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2279940.750000 Penalty: 3281.376465
	Iteration 38Q: 3 clusters Score -2279941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2279942.000000 Penalty: 3281.376465
	Iteration 39Q: 3 clusters Score -2279942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2279949.250000 Penalty: 3281.376465
	Iteration 40F: 3 clusters Score -2279949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2279951.250000 Penalty: 3281.376465
	Iteration 41Q: 3 clusters Score -2279951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2279955.000000 Penalty: 3281.376465
	Iteration 42Q: 3 clusters Score -2279955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2279956.250000 Penalty: 3281.376465
	Iteration 43Q: 3 clusters Score -2279956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2279958.500000 Penalty: 3281.376465
	Iteration 44Q: 3 clusters Score -2279958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2279961.250000 Penalty: 3281.376465
	Iteration 45Q: 3 clusters Score -2279961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2279964.250000 Penalty: 3281.376465
	Iteration 46Q: 3 clusters Score -2279964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2279964.000000 Penalty: 3281.376465
	Iteration 47Q: 3 clusters Score -2279964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2279968.000000 Penalty: 3281.376465
	Iteration 48Q: 3 clusters Score -2279968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2279968.000000 Penalty: 3281.376465
	Iteration 49Q: 3 clusters Score -2279968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2279968.750000 Penalty: 3281.376465
	Iteration 50Q: 3 clusters Score -2279969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2279968.750000 Penalty: 3281.376465
	Iteration 51Q: 3 clusters Score -2279969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2279971.750000 Penalty: 3281.376465
	Iteration 52Q: 3 clusters Score -2279972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2279971.750000 Penalty: 3281.376465
	Iteration 53F: 3 clusters Score -2279972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Entering Unmasked Estep 
Score: -3840591.500000 Penalty: 1722.119629
	Iteration 0F: 2 clusters Score -3840592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3816746.250000 Penalty: 3444.239258
	Iteration 0F: 3 clusters Score -3816746 nChanged 18497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3827279.750000 Penalty: 3444.239258
	Iteration 1F: 3 clusters Score -3827280 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3827862.250000 Penalty: 3444.239258
	Iteration 2Q: 3 clusters Score -3827862 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3828477.250000 Penalty: 3444.239258
	Iteration 3Q: 3 clusters Score -3828477 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3829263.500000 Penalty: 3444.239258
	Iteration 4Q: 3 clusters Score -3829264 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3830276.750000 Penalty: 3444.239258
	Iteration 5F: 3 clusters Score -3830277 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3831581.500000 Penalty: 3444.239258
	Iteration 6F: 3 clusters Score -3831582 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3833093.750000 Penalty: 3444.239258
	Iteration 7F: 3 clusters Score -3833094 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3834680.000000 Penalty: 3444.239258
	Iteration 8F: 3 clusters Score -3834680 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3835898.750000 Penalty: 3444.239258
	Iteration 9Q: 3 clusters Score -3835899 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3836717.000000 Penalty: 3444.239258
	Iteration 10Q: 3 clusters Score -3836717 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3837254.500000 Penalty: 3444.239258
	Iteration 11Q: 3 clusters Score -3837254 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3837624.000000 Penalty: 3444.239258
	Iteration 12Q: 3 clusters Score -3837624 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -3838022.750000 Penalty: 3444.239258
	Iteration 13Q: 3 clusters Score -3838023 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3838441.000000 Penalty: 3444.239258
	Iteration 14Q: 3 clusters Score -3838441 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -3838854.500000 Penalty: 3444.239258
	Iteration 15Q: 3 clusters Score -3838854 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -3839268.750000 Penalty: 3444.239258
	Iteration 16Q: 3 clusters Score -3839269 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3839565.500000 Penalty: 3444.239258
	Iteration 17Q: 3 clusters Score -3839566 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3839710.500000 Penalty: 3444.239258
	Iteration 18Q: 3 clusters Score -3839710 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -3839828.500000 Penalty: 3444.239258
	Iteration 19Q: 3 clusters Score -3839828 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -3839880.500000 Penalty: 3444.239258
	Iteration 20F: 3 clusters Score -3839880 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -3839887.250000 Penalty: 3444.239258
	Iteration 21Q: 3 clusters Score -3839887 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -3839885.500000 Penalty: 3444.239258
	Iteration 22Q: 3 clusters Score -3839886 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -3839892.750000 Penalty: 3444.239258
	Iteration 23Q: 3 clusters Score -3839893 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -3839830.500000 Penalty: 3444.239258
	Iteration 24Q: 3 clusters Score -3839830 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3839788.500000 Penalty: 3444.239258
	Iteration 25Q: 3 clusters Score -3839788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -3839747.500000 Penalty: 3444.239258
	Iteration 26Q: 3 clusters Score -3839748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -3839728.750000 Penalty: 3444.239258
	Iteration 27Q: 3 clusters Score -3839729 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -3839711.250000 Penalty: 3444.239258
	Iteration 28Q: 3 clusters Score -3839711 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -3839680.750000 Penalty: 3444.239258
	Iteration 29Q: 3 clusters Score -3839681 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -3839664.500000 Penalty: 3444.239258
	Iteration 30Q: 3 clusters Score -3839664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -3839656.500000 Penalty: 3444.239258
	Iteration 31Q: 3 clusters Score -3839656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -3839649.500000 Penalty: 3444.239258
	Iteration 32Q: 3 clusters Score -3839650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -3839655.000000 Penalty: 3444.239258
	Iteration 33Q: 3 clusters Score -3839655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -3839655.500000 Penalty: 3444.239258
	Iteration 34Q: 3 clusters Score -3839656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -3839655.750000 Penalty: 3444.239258
	Iteration 35Q: 3 clusters Score -3839656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -3839658.250000 Penalty: 3444.239258
	Iteration 36Q: 3 clusters Score -3839658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -3839653.500000 Penalty: 3444.239258
	Iteration 37Q: 3 clusters Score -3839654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -3839653.250000 Penalty: 3444.239258
	Iteration 38Q: 3 clusters Score -3839653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -3839660.250000 Penalty: 3444.239258
	Iteration 39Q: 3 clusters Score -3839660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -3839664.000000 Penalty: 3444.239258
	Iteration 40F: 3 clusters Score -3839664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -3839657.250000 Penalty: 3444.239258
	Iteration 41Q: 3 clusters Score -3839657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -3839657.250000 Penalty: 3444.239258
	Iteration 42Q: 3 clusters Score -3839657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -3839650.000000 Penalty: 3444.239258
	Iteration 43Q: 3 clusters Score -3839650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -3839645.750000 Penalty: 3444.239258
	Iteration 44Q: 3 clusters Score -3839646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -3839653.500000 Penalty: 3444.239258
	Iteration 45Q: 3 clusters Score -3839654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -3839647.750000 Penalty: 3444.239258
	Iteration 46Q: 3 clusters Score -3839648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -3839644.750000 Penalty: 3444.239258
	Iteration 47Q: 3 clusters Score -3839645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -3839643.500000 Penalty: 3444.239258
	Iteration 48Q: 3 clusters Score -3839644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -3839645.750000 Penalty: 3444.239258
	Iteration 49Q: 3 clusters Score -3839646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -3839646.500000 Penalty: 3444.239258
	Iteration 50Q: 3 clusters Score -3839646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -3839646.500000 Penalty: 3444.239258
	Iteration 51F: 3 clusters Score -3839646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Entering Unmasked Estep 
Score: -2797332.000000 Penalty: 1667.114624
	Iteration 0F: 2 clusters Score -2797332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2778717.500000 Penalty: 3334.229248
	Iteration 0F: 3 clusters Score -2778718 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2785760.500000 Penalty: 3334.229248
	Iteration 1F: 3 clusters Score -2785760 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2786088.500000 Penalty: 3334.229248
	Iteration 2Q: 3 clusters Score -2786088 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2786418.000000 Penalty: 3334.229248
	Iteration 3Q: 3 clusters Score -2786418 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2786725.750000 Penalty: 3334.229248
	Iteration 4Q: 3 clusters Score -2786726 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2787167.000000 Penalty: 3334.229248
	Iteration 5Q: 3 clusters Score -2787167 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2787811.250000 Penalty: 3334.229248
	Iteration 6Q: 3 clusters Score -2787811 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2788729.000000 Penalty: 3334.229248
	Iteration 7F: 3 clusters Score -2788729 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2790015.500000 Penalty: 3334.229248
	Iteration 8F: 3 clusters Score -2790016 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2791539.750000 Penalty: 3334.229248
	Iteration 9F: 3 clusters Score -2791540 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2792992.000000 Penalty: 3334.229248
	Iteration 10F: 3 clusters Score -2792992 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2794123.750000 Penalty: 3334.229248
	Iteration 11Q: 3 clusters Score -2794124 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2794852.500000 Penalty: 3334.229248
	Iteration 12Q: 3 clusters Score -2794852 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2795264.500000 Penalty: 3334.229248
	Iteration 13Q: 3 clusters Score -2795264 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2795479.000000 Penalty: 3334.229248
	Iteration 14Q: 3 clusters Score -2795479 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2795653.250000 Penalty: 3334.229248
	Iteration 15Q: 3 clusters Score -2795653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2795739.000000 Penalty: 3334.229248
	Iteration 16Q: 3 clusters Score -2795739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2795807.500000 Penalty: 3334.229248
	Iteration 17Q: 3 clusters Score -2795808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2795833.000000 Penalty: 3334.229248
	Iteration 18Q: 3 clusters Score -2795833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2795866.000000 Penalty: 3334.229248
	Iteration 19Q: 3 clusters Score -2795866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2795888.250000 Penalty: 3334.229248
	Iteration 20F: 3 clusters Score -2795888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2795903.500000 Penalty: 3334.229248
	Iteration 21Q: 3 clusters Score -2795904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2795907.250000 Penalty: 3334.229248
	Iteration 22Q: 3 clusters Score -2795907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2795912.750000 Penalty: 3334.229248
	Iteration 23Q: 3 clusters Score -2795913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2795913.750000 Penalty: 3334.229248
	Iteration 24Q: 3 clusters Score -2795914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2795915.000000 Penalty: 3334.229248
	Iteration 25Q: 3 clusters Score -2795915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2795916.250000 Penalty: 3334.229248
	Iteration 26Q: 3 clusters Score -2795916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2795916.250000 Penalty: 3334.229248
	Iteration 27F: 3 clusters Score -2795916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Entering Unmasked Estep 
Score: -3664260.750000 Penalty: 1714.815186
	Iteration 0F: 2 clusters Score -3664261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3639026.000000 Penalty: 3429.630371
	Iteration 0F: 3 clusters Score -3639026 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3649233.000000 Penalty: 3429.630371
	Iteration 1F: 3 clusters Score -3649233 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3649827.750000 Penalty: 3429.630371
	Iteration 2Q: 3 clusters Score -3649828 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3650535.500000 Penalty: 3429.630371
	Iteration 3Q: 3 clusters Score -3650536 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3651473.250000 Penalty: 3429.630371
	Iteration 4F: 3 clusters Score -3651473 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3652583.250000 Penalty: 3429.630371
	Iteration 5F: 3 clusters Score -3652583 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3653776.500000 Penalty: 3429.630371
	Iteration 6F: 3 clusters Score -3653776 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3655057.000000 Penalty: 3429.630371
	Iteration 7F: 3 clusters Score -3655057 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3656295.250000 Penalty: 3429.630371
	Iteration 8F: 3 clusters Score -3656295 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3657213.000000 Penalty: 3429.630371
	Iteration 9Q: 3 clusters Score -3657213 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3657735.500000 Penalty: 3429.630371
	Iteration 10Q: 3 clusters Score -3657736 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3657940.250000 Penalty: 3429.630371
	Iteration 11Q: 3 clusters Score -3657940 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3658021.750000 Penalty: 3429.630371
	Iteration 12Q: 3 clusters Score -3658022 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3658019.250000 Penalty: 3429.630371
	Iteration 13Q: 3 clusters Score -3658019 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3658054.000000 Penalty: 3429.630371
	Iteration 14Q: 3 clusters Score -3658054 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3658074.500000 Penalty: 3429.630371
	Iteration 15Q: 3 clusters Score -3658074 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3658082.250000 Penalty: 3429.630371
	Iteration 16Q: 3 clusters Score -3658082 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3658076.750000 Penalty: 3429.630371
	Iteration 17Q: 3 clusters Score -3658077 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3658087.750000 Penalty: 3429.630371
	Iteration 18Q: 3 clusters Score -3658088 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3658102.500000 Penalty: 3429.630371
	Iteration 19Q: 3 clusters Score -3658102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3658123.750000 Penalty: 3429.630371
	Iteration 20F: 3 clusters Score -3658124 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3658153.250000 Penalty: 3429.630371
	Iteration 21Q: 3 clusters Score -3658153 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3658158.750000 Penalty: 3429.630371
	Iteration 22Q: 3 clusters Score -3658159 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3658192.500000 Penalty: 3429.630371
	Iteration 23Q: 3 clusters Score -3658192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3658222.750000 Penalty: 3429.630371
	Iteration 24Q: 3 clusters Score -3658223 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3658232.750000 Penalty: 3429.630371
	Iteration 25Q: 3 clusters Score -3658233 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3658250.250000 Penalty: 3429.630371
	Iteration 26Q: 3 clusters Score -3658250 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3658269.750000 Penalty: 3429.630371
	Iteration 27Q: 3 clusters Score -3658270 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3658302.750000 Penalty: 3429.630371
	Iteration 28Q: 3 clusters Score -3658303 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3658328.750000 Penalty: 3429.630371
	Iteration 29Q: 3 clusters Score -3658329 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3658357.750000 Penalty: 3429.630371
	Iteration 30Q: 3 clusters Score -3658358 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3658395.750000 Penalty: 3429.630371
	Iteration 31Q: 3 clusters Score -3658396 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3658432.500000 Penalty: 3429.630371
	Iteration 32Q: 3 clusters Score -3658432 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3658459.250000 Penalty: 3429.630371
	Iteration 33Q: 3 clusters Score -3658459 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3658493.000000 Penalty: 3429.630371
	Iteration 34Q: 3 clusters Score -3658493 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3658518.750000 Penalty: 3429.630371
	Iteration 35Q: 3 clusters Score -3658519 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3658568.750000 Penalty: 3429.630371
	Iteration 36Q: 3 clusters Score -3658569 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3658589.500000 Penalty: 3429.630371
	Iteration 37Q: 3 clusters Score -3658590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3658616.000000 Penalty: 3429.630371
	Iteration 38Q: 3 clusters Score -3658616 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3658647.500000 Penalty: 3429.630371
	Iteration 39Q: 3 clusters Score -3658648 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3658711.000000 Penalty: 3429.630371
	Iteration 40F: 3 clusters Score -3658711 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3658736.500000 Penalty: 3429.630371
	Iteration 41Q: 3 clusters Score -3658736 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3658784.000000 Penalty: 3429.630371
	Iteration 42Q: 3 clusters Score -3658784 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3658809.250000 Penalty: 3429.630371
	Iteration 43Q: 3 clusters Score -3658809 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3658830.500000 Penalty: 3429.630371
	Iteration 44Q: 3 clusters Score -3658830 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3658891.500000 Penalty: 3429.630371
	Iteration 45Q: 3 clusters Score -3658892 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3658943.250000 Penalty: 3429.630371
	Iteration 46Q: 3 clusters Score -3658943 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3659004.250000 Penalty: 3429.630371
	Iteration 47Q: 3 clusters Score -3659004 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3659066.000000 Penalty: 3429.630371
	Iteration 48Q: 3 clusters Score -3659066 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3659129.000000 Penalty: 3429.630371
	Iteration 49Q: 3 clusters Score -3659129 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3659184.750000 Penalty: 3429.630371
	Iteration 50Q: 3 clusters Score -3659185 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3659250.250000 Penalty: 3429.630371
	Iteration 51Q: 3 clusters Score -3659250 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3659325.250000 Penalty: 3429.630371
	Iteration 52Q: 3 clusters Score -3659325 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3659401.000000 Penalty: 3429.630371
	Iteration 53Q: 3 clusters Score -3659401 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3659486.250000 Penalty: 3429.630371
	Iteration 54Q: 3 clusters Score -3659486 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3659570.750000 Penalty: 3429.630371
	Iteration 55Q: 3 clusters Score -3659571 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3659659.250000 Penalty: 3429.630371
	Iteration 56Q: 3 clusters Score -3659659 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3659754.750000 Penalty: 3429.630371
	Iteration 57Q: 3 clusters Score -3659755 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3659858.250000 Penalty: 3429.630371
	Iteration 58Q: 3 clusters Score -3659858 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3659978.250000 Penalty: 3429.630371
	Iteration 59Q: 3 clusters Score -3659978 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3660088.750000 Penalty: 3429.630371
	Iteration 60F: 3 clusters Score -3660089 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3660213.750000 Penalty: 3429.630371
	Iteration 61Q: 3 clusters Score -3660214 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3660340.750000 Penalty: 3429.630371
	Iteration 62Q: 3 clusters Score -3660341 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3660494.500000 Penalty: 3429.630371
	Iteration 63Q: 3 clusters Score -3660494 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3660662.250000 Penalty: 3429.630371
	Iteration 64Q: 3 clusters Score -3660662 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3660844.250000 Penalty: 3429.630371
	Iteration 65Q: 3 clusters Score -3660844 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3661022.000000 Penalty: 3429.630371
	Iteration 66Q: 3 clusters Score -3661022 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3661227.750000 Penalty: 3429.630371
	Iteration 67Q: 3 clusters Score -3661228 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3661582.000000 Penalty: 3429.630371
	Iteration 68Q: 3 clusters Score -3661582 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3661907.000000 Penalty: 3429.630371
	Iteration 69Q: 3 clusters Score -3661907 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3662213.750000 Penalty: 3429.630371
	Iteration 70Q: 3 clusters Score -3662214 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3662462.750000 Penalty: 3429.630371
	Iteration 71Q: 3 clusters Score -3662463 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3662646.250000 Penalty: 3429.630371
	Iteration 72Q: 3 clusters Score -3662646 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3662808.750000 Penalty: 3429.630371
	Iteration 73Q: 3 clusters Score -3662809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3662920.000000 Penalty: 3429.630371
	Iteration 74Q: 3 clusters Score -3662920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3662992.500000 Penalty: 3429.630371
	Iteration 75Q: 3 clusters Score -3662992 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3663061.250000 Penalty: 3429.630371
	Iteration 76Q: 3 clusters Score -3663061 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3663090.750000 Penalty: 3429.630371
	Iteration 77Q: 3 clusters Score -3663091 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3663112.250000 Penalty: 3429.630371
	Iteration 78Q: 3 clusters Score -3663112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3663133.000000 Penalty: 3429.630371
	Iteration 79Q: 3 clusters Score -3663133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3663163.750000 Penalty: 3429.630371
	Iteration 80F: 3 clusters Score -3663164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3663187.500000 Penalty: 3429.630371
	Iteration 81Q: 3 clusters Score -3663188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3663200.750000 Penalty: 3429.630371
	Iteration 82Q: 3 clusters Score -3663201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3663203.250000 Penalty: 3429.630371
	Iteration 83Q: 3 clusters Score -3663203 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3663212.000000 Penalty: 3429.630371
	Iteration 84Q: 3 clusters Score -3663212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3663212.750000 Penalty: 3429.630371
	Iteration 85Q: 3 clusters Score -3663213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3663217.500000 Penalty: 3429.630371
	Iteration 86Q: 3 clusters Score -3663218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3663223.000000 Penalty: 3429.630371
	Iteration 87Q: 3 clusters Score -3663223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3663227.500000 Penalty: 3429.630371
	Iteration 88Q: 3 clusters Score -3663228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3663228.750000 Penalty: 3429.630371
	Iteration 89Q: 3 clusters Score -3663229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3663231.250000 Penalty: 3429.630371
	Iteration 90Q: 3 clusters Score -3663231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3663225.250000 Penalty: 3429.630371
	Iteration 91Q: 3 clusters Score -3663225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3663220.000000 Penalty: 3429.630371
	Iteration 92Q: 3 clusters Score -3663220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3663221.500000 Penalty: 3429.630371
	Iteration 93Q: 3 clusters Score -3663222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3663222.750000 Penalty: 3429.630371
	Iteration 94Q: 3 clusters Score -3663223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3663219.250000 Penalty: 3429.630371
	Iteration 95Q: 3 clusters Score -3663219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3663226.500000 Penalty: 3429.630371
	Iteration 96Q: 3 clusters Score -3663226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3663222.500000 Penalty: 3429.630371
	Iteration 97Q: 3 clusters Score -3663222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3663220.750000 Penalty: 3429.630371
	Iteration 98Q: 3 clusters Score -3663221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3663221.000000 Penalty: 3429.630371
	Iteration 99Q: 3 clusters Score -3663221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3663225.500000 Penalty: 3429.630371
	Iteration 100F: 3 clusters Score -3663226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3663224.500000 Penalty: 3429.630371
	Iteration 101Q: 3 clusters Score -3663224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3663226.250000 Penalty: 3429.630371
	Iteration 102Q: 3 clusters Score -3663226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3663217.750000 Penalty: 3429.630371
	Iteration 103Q: 3 clusters Score -3663218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3663217.500000 Penalty: 3429.630371
	Iteration 104Q: 3 clusters Score -3663218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3663216.750000 Penalty: 3429.630371
	Iteration 105Q: 3 clusters Score -3663217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3663213.500000 Penalty: 3429.630371
	Iteration 106Q: 3 clusters Score -3663214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3663212.250000 Penalty: 3429.630371
	Iteration 107Q: 3 clusters Score -3663212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3663214.750000 Penalty: 3429.630371
	Iteration 108Q: 3 clusters Score -3663215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3663214.250000 Penalty: 3429.630371
	Iteration 109Q: 3 clusters Score -3663214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3663214.000000 Penalty: 3429.630371
	Iteration 110Q: 3 clusters Score -3663214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3663214.000000 Penalty: 3429.630371
	Iteration 111F: 3 clusters Score -3663214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Entering Unmasked Estep 
Score: -1517462.625000 Penalty: 1570.300537
	Iteration 0F: 2 clusters Score -1517463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1506517.875000 Penalty: 3140.601074
	Iteration 0F: 3 clusters Score -1506518 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1510193.000000 Penalty: 3140.601074
	Iteration 1F: 3 clusters Score -1510193 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1510441.375000 Penalty: 3140.601074
	Iteration 2Q: 3 clusters Score -1510441 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1510659.875000 Penalty: 3140.601074
	Iteration 3Q: 3 clusters Score -1510660 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1510852.375000 Penalty: 3140.601074
	Iteration 4Q: 3 clusters Score -1510852 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1511044.500000 Penalty: 3140.601074
	Iteration 5Q: 3 clusters Score -1511044 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1511279.500000 Penalty: 3140.601074
	Iteration 6Q: 3 clusters Score -1511280 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1511579.875000 Penalty: 3140.601074
	Iteration 7Q: 3 clusters Score -1511580 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1512027.000000 Penalty: 3140.601074
	Iteration 8F: 3 clusters Score -1512027 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1512652.375000 Penalty: 3140.601074
	Iteration 9F: 3 clusters Score -1512652 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1513441.875000 Penalty: 3140.601074
	Iteration 10F: 3 clusters Score -1513442 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1514295.750000 Penalty: 3140.601074
	Iteration 11F: 3 clusters Score -1514296 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1515015.625000 Penalty: 3140.601074
	Iteration 12Q: 3 clusters Score -1515016 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1515459.000000 Penalty: 3140.601074
	Iteration 13Q: 3 clusters Score -1515459 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1515685.750000 Penalty: 3140.601074
	Iteration 14Q: 3 clusters Score -1515686 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1515811.625000 Penalty: 3140.601074
	Iteration 15Q: 3 clusters Score -1515812 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1515874.875000 Penalty: 3140.601074
	Iteration 16Q: 3 clusters Score -1515875 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1515926.375000 Penalty: 3140.601074
	Iteration 17Q: 3 clusters Score -1515926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1515962.375000 Penalty: 3140.601074
	Iteration 18Q: 3 clusters Score -1515962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1515995.750000 Penalty: 3140.601074
	Iteration 19Q: 3 clusters Score -1515996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1516026.625000 Penalty: 3140.601074
	Iteration 20F: 3 clusters Score -1516027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1516051.750000 Penalty: 3140.601074
	Iteration 21Q: 3 clusters Score -1516052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1516078.000000 Penalty: 3140.601074
	Iteration 22Q: 3 clusters Score -1516078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1516093.000000 Penalty: 3140.601074
	Iteration 23Q: 3 clusters Score -1516093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1516107.000000 Penalty: 3140.601074
	Iteration 24Q: 3 clusters Score -1516107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1516132.625000 Penalty: 3140.601074
	Iteration 25Q: 3 clusters Score -1516133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1516155.125000 Penalty: 3140.601074
	Iteration 26Q: 3 clusters Score -1516155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1516187.875000 Penalty: 3140.601074
	Iteration 27Q: 3 clusters Score -1516188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1516204.875000 Penalty: 3140.601074
	Iteration 28Q: 3 clusters Score -1516205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1516228.375000 Penalty: 3140.601074
	Iteration 29Q: 3 clusters Score -1516228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1516252.000000 Penalty: 3140.601074
	Iteration 30Q: 3 clusters Score -1516252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1516279.375000 Penalty: 3140.601074
	Iteration 31Q: 3 clusters Score -1516279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1516299.500000 Penalty: 3140.601074
	Iteration 32Q: 3 clusters Score -1516300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1516317.125000 Penalty: 3140.601074
	Iteration 33Q: 3 clusters Score -1516317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1516327.750000 Penalty: 3140.601074
	Iteration 34Q: 3 clusters Score -1516328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1516348.000000 Penalty: 3140.601074
	Iteration 35Q: 3 clusters Score -1516348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1516358.000000 Penalty: 3140.601074
	Iteration 36Q: 3 clusters Score -1516358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1516360.625000 Penalty: 3140.601074
	Iteration 37Q: 3 clusters Score -1516361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1516365.625000 Penalty: 3140.601074
	Iteration 38Q: 3 clusters Score -1516366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1516368.250000 Penalty: 3140.601074
	Iteration 39Q: 3 clusters Score -1516368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1516370.000000 Penalty: 3140.601074
	Iteration 40F: 3 clusters Score -1516370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1516371.500000 Penalty: 3140.601074
	Iteration 41Q: 3 clusters Score -1516372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1516373.000000 Penalty: 3140.601074
	Iteration 42Q: 3 clusters Score -1516373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1516372.500000 Penalty: 3140.601074
	Iteration 43Q: 3 clusters Score -1516372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1516372.375000 Penalty: 3140.601074
	Iteration 44Q: 3 clusters Score -1516372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1516376.250000 Penalty: 3140.601074
	Iteration 45Q: 3 clusters Score -1516376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1516375.875000 Penalty: 3140.601074
	Iteration 46Q: 3 clusters Score -1516376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1516376.375000 Penalty: 3140.601074
	Iteration 47Q: 3 clusters Score -1516376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1516376.375000 Penalty: 3140.601074
	Iteration 48F: 3 clusters Score -1516376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -158288.796875 Penalty: 1212.796509
	Iteration 0F: 2 clusters Score -158288.8 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 900 members 
Entering Unmasked Estep 
Score: -156384.031250 Penalty: 2425.593018
	Iteration 0F: 3 clusters Score -156384 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -156872.734375 Penalty: 2425.593018
	Iteration 1F: 3 clusters Score -156872.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -157027.453125 Penalty: 2425.593018
	Iteration 2F: 3 clusters Score -157027.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -157126.140625 Penalty: 2425.593018
	Iteration 3F: 3 clusters Score -157126.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -157209.656250 Penalty: 2425.593018
	Iteration 4Q: 3 clusters Score -157209.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -157290.953125 Penalty: 2425.593018
	Iteration 5Q: 3 clusters Score -157291 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -157390.062500 Penalty: 2425.593018
	Iteration 6Q: 3 clusters Score -157390.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -157466.125000 Penalty: 2425.593018
	Iteration 7Q: 3 clusters Score -157466.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -157521.765625 Penalty: 2425.593018
	Iteration 8Q: 3 clusters Score -157521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -157571.578125 Penalty: 2425.593018
	Iteration 9Q: 3 clusters Score -157571.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -157604.578125 Penalty: 2425.593018
	Iteration 10Q: 3 clusters Score -157604.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -157631.562500 Penalty: 2425.593018
	Iteration 11Q: 3 clusters Score -157631.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -157653.515625 Penalty: 2425.593018
	Iteration 12Q: 3 clusters Score -157653.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -157676.593750 Penalty: 2425.593018
	Iteration 13Q: 3 clusters Score -157676.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -157700.546875 Penalty: 2425.593018
	Iteration 14Q: 3 clusters Score -157700.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -157729.046875 Penalty: 2425.593018
	Iteration 15Q: 3 clusters Score -157729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -157767.906250 Penalty: 2425.593018
	Iteration 16Q: 3 clusters Score -157767.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -157841.484375 Penalty: 2425.593018
	Iteration 17Q: 3 clusters Score -157841.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -157901.343750 Penalty: 2425.593018
	Iteration 18Q: 3 clusters Score -157901.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -157951.625000 Penalty: 2425.593018
	Iteration 19Q: 3 clusters Score -157951.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -157973.234375 Penalty: 2425.593018
	Iteration 20F: 3 clusters Score -157973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157980.578125 Penalty: 2425.593018
	Iteration 21Q: 3 clusters Score -157980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -157986.656250 Penalty: 2425.593018
	Iteration 22Q: 3 clusters Score -157986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -157991.375000 Penalty: 2425.593018
	Iteration 23Q: 3 clusters Score -157991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -157992.968750 Penalty: 2425.593018
	Iteration 24Q: 3 clusters Score -157993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -157994.593750 Penalty: 2425.593018
	Iteration 25Q: 3 clusters Score -157994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -157996.562500 Penalty: 2425.593018
	Iteration 26Q: 3 clusters Score -157996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -157998.703125 Penalty: 2425.593018
	Iteration 27Q: 3 clusters Score -157998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -158001.796875 Penalty: 2425.593018
	Iteration 28Q: 3 clusters Score -158001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -158003.546875 Penalty: 2425.593018
	Iteration 29Q: 3 clusters Score -158003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -158004.906250 Penalty: 2425.593018
	Iteration 30Q: 3 clusters Score -158004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158005.125000 Penalty: 2425.593018
	Iteration 31Q: 3 clusters Score -158005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158005.125000 Penalty: 2425.593018
	Iteration 32F: 3 clusters Score -158005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -467471.968750 Penalty: 1391.196533
	Iteration 0F: 2 clusters Score -467472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -463386.562500 Penalty: 2782.393066
	Iteration 0F: 3 clusters Score -463386.6 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -464672.187500 Penalty: 2782.393066
	Iteration 1F: 3 clusters Score -464672.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -465084.093750 Penalty: 2782.393066
	Iteration 2F: 3 clusters Score -465084.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -465492.937500 Penalty: 2782.393066
	Iteration 3F: 3 clusters Score -465492.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -465855.875000 Penalty: 2782.393066
	Iteration 4F: 3 clusters Score -465855.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -466100.125000 Penalty: 2782.393066
	Iteration 5F: 3 clusters Score -466100.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -466234.968750 Penalty: 2782.393066
	Iteration 6Q: 3 clusters Score -466235 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -466314.906250 Penalty: 2782.393066
	Iteration 7Q: 3 clusters Score -466314.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -466356.843750 Penalty: 2782.393066
	Iteration 8Q: 3 clusters Score -466356.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -466377.250000 Penalty: 2782.393066
	Iteration 9Q: 3 clusters Score -466377.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -466384.281250 Penalty: 2782.393066
	Iteration 10Q: 3 clusters Score -466384.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -466389.843750 Penalty: 2782.393066
	Iteration 11Q: 3 clusters Score -466389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -466392.812500 Penalty: 2782.393066
	Iteration 12Q: 3 clusters Score -466392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -466396.187500 Penalty: 2782.393066
	Iteration 13Q: 3 clusters Score -466396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -466397.968750 Penalty: 2782.393066
	Iteration 14Q: 3 clusters Score -466398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -466398.093750 Penalty: 2782.393066
	Iteration 15Q: 3 clusters Score -466398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -466398.187500 Penalty: 2782.393066
	Iteration 16Q: 3 clusters Score -466398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -466398.187500 Penalty: 2782.393066
	Iteration 17F: 3 clusters Score -466398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -124382.117188 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -124382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122719.101562 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -122719.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -123059.539062 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -123059.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -123168.757812 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -123168.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123238.375000 Penalty: 2344.235352
	Iteration 3F: 3 clusters Score -123238.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123288.632812 Penalty: 2344.235352
	Iteration 4Q: 3 clusters Score -123288.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123363.554688 Penalty: 2344.235352
	Iteration 5Q: 3 clusters Score -123363.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123466.554688 Penalty: 2344.235352
	Iteration 6Q: 3 clusters Score -123466.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123538.523438 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -123538.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123600.968750 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -123601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -123653.640625 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -123653.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -123688.609375 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -123688.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123724.843750 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -123724.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -123752.078125 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -123752.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123769.820312 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -123769.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -123776.437500 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -123776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -123778.585938 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -123778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123779.640625 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -123779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123779.929688 Penalty: 2344.235352
	Iteration 17Q: 3 clusters Score -123779.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123780.437500 Penalty: 2344.235352
	Iteration 18F: 3 clusters Score -123780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -123782.562500 Penalty: 2344.235352
	Iteration 19Q: 3 clusters Score -123782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -123783.398438 Penalty: 2344.235352
	Iteration 20F: 3 clusters Score -123783.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Entering Unmasked Estep 
Score: -3809785.250000 Penalty: 1716.407593
	Iteration 0F: 2 clusters Score -3809785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3787650.000000 Penalty: 3432.815186
	Iteration 0F: 3 clusters Score -3787650 nChanged 17834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3797740.500000 Penalty: 3432.815186
	Iteration 1F: 3 clusters Score -3797740 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3798284.750000 Penalty: 3432.815186
	Iteration 2Q: 3 clusters Score -3798285 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3798939.000000 Penalty: 3432.815186
	Iteration 3Q: 3 clusters Score -3798939 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3799885.750000 Penalty: 3432.815186
	Iteration 4F: 3 clusters Score -3799886 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3801271.250000 Penalty: 3432.815186
	Iteration 5F: 3 clusters Score -3801271 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3803231.250000 Penalty: 3432.815186
	Iteration 6F: 3 clusters Score -3803231 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3805638.250000 Penalty: 3432.815186
	Iteration 7F: 3 clusters Score -3805638 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3807560.000000 Penalty: 3432.815186
	Iteration 8F: 3 clusters Score -3807560 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3808047.000000 Penalty: 3432.815186
	Iteration 9Q: 3 clusters Score -3808047 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3808107.500000 Penalty: 3432.815186
	Iteration 10Q: 3 clusters Score -3808108 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3808199.000000 Penalty: 3432.815186
	Iteration 11Q: 3 clusters Score -3808199 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3808295.750000 Penalty: 3432.815186
	Iteration 12Q: 3 clusters Score -3808296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3808352.250000 Penalty: 3432.815186
	Iteration 13Q: 3 clusters Score -3808352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3808380.500000 Penalty: 3432.815186
	Iteration 14Q: 3 clusters Score -3808380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3808399.750000 Penalty: 3432.815186
	Iteration 15Q: 3 clusters Score -3808400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3808417.750000 Penalty: 3432.815186
	Iteration 16Q: 3 clusters Score -3808418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3808413.000000 Penalty: 3432.815186
	Iteration 17Q: 3 clusters Score -3808413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3808424.750000 Penalty: 3432.815186
	Iteration 18Q: 3 clusters Score -3808425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3808424.250000 Penalty: 3432.815186
	Iteration 19Q: 3 clusters Score -3808424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3808429.000000 Penalty: 3432.815186
	Iteration 20F: 3 clusters Score -3808429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -204558.890625 Penalty: 1255.007080
	Iteration 0F: 2 clusters Score -204558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -202337.921875 Penalty: 2510.014160
	Iteration 0F: 3 clusters Score -202337.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -202959.593750 Penalty: 2510.014160
	Iteration 1F: 3 clusters Score -202959.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203165.171875 Penalty: 2510.014160
	Iteration 2F: 3 clusters Score -203165.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -203303.859375 Penalty: 2510.014160
	Iteration 3F: 3 clusters Score -203303.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -203441.359375 Penalty: 2510.014160
	Iteration 4Q: 3 clusters Score -203441.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -203643.093750 Penalty: 2510.014160
	Iteration 5F: 3 clusters Score -203643.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -203859.046875 Penalty: 2510.014160
	Iteration 6F: 3 clusters Score -203859 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -204148.796875 Penalty: 2510.014160
	Iteration 7F: 3 clusters Score -204148.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -204444.140625 Penalty: 2510.014160
	Iteration 8F: 3 clusters Score -204444.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -204593.703125 Penalty: 2510.014160
	Iteration 9Q: 3 clusters Score -204593.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204631.328125 Penalty: 2510.014160
	Iteration 10Q: 3 clusters Score -204631.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -204642.375000 Penalty: 2510.014160
	Iteration 11Q: 3 clusters Score -204642.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204647.250000 Penalty: 2510.014160
	Iteration 12Q: 3 clusters Score -204647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204648.593750 Penalty: 2510.014160
	Iteration 13Q: 3 clusters Score -204648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204649.500000 Penalty: 2510.014160
	Iteration 14Q: 3 clusters Score -204649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204649.500000 Penalty: 2510.014160
	Iteration 15F: 3 clusters Score -204649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 40041 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 38281 members 
Mstep: Class 6 contains 15731 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38658 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 41104 members 
Mstep: Class 15 contains 23769 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39403 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 26991 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 6742 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22320 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21248 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5286 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26574 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Mstep: Class 48 contains 1069 members 
Entering Unmasked Estep 
Score: -49772888.000000 Penalty: 103005.007812
Splitting cluster 11 changes total score from -49777872.000000 to -49772888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (18083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Entering Unmasked Estep 
Score: -1678420.125000 Penalty: 1592.943237
	Iteration 0F: 2 clusters Score -1678420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1666038.750000 Penalty: 3185.886475
	Iteration 0F: 3 clusters Score -1666039 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1670500.000000 Penalty: 3185.886475
	Iteration 1F: 3 clusters Score -1670500 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1670862.125000 Penalty: 3185.886475
	Iteration 2F: 3 clusters Score -1670862 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1671176.625000 Penalty: 3185.886475
	Iteration 3Q: 3 clusters Score -1671177 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1671470.375000 Penalty: 3185.886475
	Iteration 4Q: 3 clusters Score -1671470 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1671827.625000 Penalty: 3185.886475
	Iteration 5Q: 3 clusters Score -1671828 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1672251.000000 Penalty: 3185.886475
	Iteration 6Q: 3 clusters Score -1672251 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1672776.750000 Penalty: 3185.886475
	Iteration 7F: 3 clusters Score -1672777 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1673434.250000 Penalty: 3185.886475
	Iteration 8F: 3 clusters Score -1673434 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1674132.250000 Penalty: 3185.886475
	Iteration 9F: 3 clusters Score -1674132 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1674865.500000 Penalty: 3185.886475
	Iteration 10F: 3 clusters Score -1674866 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1675531.875000 Penalty: 3185.886475
	Iteration 11Q: 3 clusters Score -1675532 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1676060.625000 Penalty: 3185.886475
	Iteration 12Q: 3 clusters Score -1676061 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1676424.000000 Penalty: 3185.886475
	Iteration 13Q: 3 clusters Score -1676424 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1676665.250000 Penalty: 3185.886475
	Iteration 14Q: 3 clusters Score -1676665 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1676813.000000 Penalty: 3185.886475
	Iteration 15Q: 3 clusters Score -1676813 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1676919.750000 Penalty: 3185.886475
	Iteration 16Q: 3 clusters Score -1676920 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1676989.375000 Penalty: 3185.886475
	Iteration 17Q: 3 clusters Score -1676989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1677039.000000 Penalty: 3185.886475
	Iteration 18Q: 3 clusters Score -1677039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1677073.250000 Penalty: 3185.886475
	Iteration 19Q: 3 clusters Score -1677073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1677094.375000 Penalty: 3185.886475
	Iteration 20F: 3 clusters Score -1677094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1677115.500000 Penalty: 3185.886475
	Iteration 21Q: 3 clusters Score -1677116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1677131.375000 Penalty: 3185.886475
	Iteration 22Q: 3 clusters Score -1677131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1677147.500000 Penalty: 3185.886475
	Iteration 23Q: 3 clusters Score -1677148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1677155.000000 Penalty: 3185.886475
	Iteration 24Q: 3 clusters Score -1677155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1677162.125000 Penalty: 3185.886475
	Iteration 25Q: 3 clusters Score -1677162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1677164.750000 Penalty: 3185.886475
	Iteration 26Q: 3 clusters Score -1677165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1677169.125000 Penalty: 3185.886475
	Iteration 27Q: 3 clusters Score -1677169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1677169.375000 Penalty: 3185.886475
	Iteration 28Q: 3 clusters Score -1677169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1677170.875000 Penalty: 3185.886475
	Iteration 29Q: 3 clusters Score -1677171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1677175.000000 Penalty: 3185.886475
	Iteration 30Q: 3 clusters Score -1677175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1677177.875000 Penalty: 3185.886475
	Iteration 31Q: 3 clusters Score -1677178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1677180.875000 Penalty: 3185.886475
	Iteration 32Q: 3 clusters Score -1677181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1677187.500000 Penalty: 3185.886475
	Iteration 33Q: 3 clusters Score -1677188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1677190.000000 Penalty: 3185.886475
	Iteration 34Q: 3 clusters Score -1677190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1677187.500000 Penalty: 3185.886475
	Iteration 35Q: 3 clusters Score -1677188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1677188.000000 Penalty: 3185.886475
	Iteration 36Q: 3 clusters Score -1677188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1677191.000000 Penalty: 3185.886475
	Iteration 37Q: 3 clusters Score -1677191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1677191.000000 Penalty: 3185.886475
	Iteration 38F: 3 clusters Score -1677191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -569053.437500 Penalty: 1419.470581
	Iteration 0F: 2 clusters Score -569053.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -564326.125000 Penalty: 2838.941162
	Iteration 0F: 3 clusters Score -564326.1 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -565760.125000 Penalty: 2838.941162
	Iteration 1F: 3 clusters Score -565760.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -566038.437500 Penalty: 2838.941162
	Iteration 2F: 3 clusters Score -566038.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -566289.937500 Penalty: 2838.941162
	Iteration 3F: 3 clusters Score -566289.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -566538.250000 Penalty: 2838.941162
	Iteration 4F: 3 clusters Score -566538.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -566774.687500 Penalty: 2838.941162
	Iteration 5F: 3 clusters Score -566774.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -567026.562500 Penalty: 2838.941162
	Iteration 6Q: 3 clusters Score -567026.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -567301.062500 Penalty: 2838.941162
	Iteration 7F: 3 clusters Score -567301.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -567544.750000 Penalty: 2838.941162
	Iteration 8Q: 3 clusters Score -567544.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -567740.062500 Penalty: 2838.941162
	Iteration 9Q: 3 clusters Score -567740.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -567869.500000 Penalty: 2838.941162
	Iteration 10Q: 3 clusters Score -567869.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -567958.625000 Penalty: 2838.941162
	Iteration 11Q: 3 clusters Score -567958.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -568022.750000 Penalty: 2838.941162
	Iteration 12Q: 3 clusters Score -568022.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -568072.500000 Penalty: 2838.941162
	Iteration 13Q: 3 clusters Score -568072.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -568104.812500 Penalty: 2838.941162
	Iteration 14Q: 3 clusters Score -568104.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -568131.687500 Penalty: 2838.941162
	Iteration 15Q: 3 clusters Score -568131.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -568151.437500 Penalty: 2838.941162
	Iteration 16Q: 3 clusters Score -568151.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -568172.937500 Penalty: 2838.941162
	Iteration 17Q: 3 clusters Score -568172.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -568190.125000 Penalty: 2838.941162
	Iteration 18Q: 3 clusters Score -568190.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -568206.187500 Penalty: 2838.941162
	Iteration 19Q: 3 clusters Score -568206.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -568225.562500 Penalty: 2838.941162
	Iteration 20F: 3 clusters Score -568225.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -568250.000000 Penalty: 2838.941162
	Iteration 21Q: 3 clusters Score -568250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -568269.875000 Penalty: 2838.941162
	Iteration 22Q: 3 clusters Score -568269.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -568287.937500 Penalty: 2838.941162
	Iteration 23Q: 3 clusters Score -568287.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -568307.875000 Penalty: 2838.941162
	Iteration 24Q: 3 clusters Score -568307.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -568325.500000 Penalty: 2838.941162
	Iteration 25Q: 3 clusters Score -568325.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -568337.875000 Penalty: 2838.941162
	Iteration 26Q: 3 clusters Score -568337.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -568346.937500 Penalty: 2838.941162
	Iteration 27Q: 3 clusters Score -568346.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -568349.625000 Penalty: 2838.941162
	Iteration 28Q: 3 clusters Score -568349.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -568351.937500 Penalty: 2838.941162
	Iteration 29Q: 3 clusters Score -568351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -568356.312500 Penalty: 2838.941162
	Iteration 30Q: 3 clusters Score -568356.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -568358.187500 Penalty: 2838.941162
	Iteration 31Q: 3 clusters Score -568358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -568358.937500 Penalty: 2838.941162
	Iteration 32Q: 3 clusters Score -568358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -568360.250000 Penalty: 2838.941162
	Iteration 33Q: 3 clusters Score -568360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -568362.312500 Penalty: 2838.941162
	Iteration 34Q: 3 clusters Score -568362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -568361.937500 Penalty: 2838.941162
	Iteration 35Q: 3 clusters Score -568361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -568363.812500 Penalty: 2838.941162
	Iteration 36Q: 3 clusters Score -568363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -568363.875000 Penalty: 2838.941162
	Iteration 37Q: 3 clusters Score -568363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -568364.562500 Penalty: 2838.941162
	Iteration 38Q: 3 clusters Score -568364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -568364.500000 Penalty: 2838.941162
	Iteration 39Q: 3 clusters Score -568364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -568366.250000 Penalty: 2838.941162
	Iteration 40F: 3 clusters Score -568366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -568367.125000 Penalty: 2838.941162
	Iteration 41Q: 3 clusters Score -568367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -568366.375000 Penalty: 2838.941162
	Iteration 42Q: 3 clusters Score -568366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -568370.250000 Penalty: 2838.941162
	Iteration 43Q: 3 clusters Score -568370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -568369.250000 Penalty: 2838.941162
	Iteration 44Q: 3 clusters Score -568369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -568372.312500 Penalty: 2838.941162
	Iteration 45Q: 3 clusters Score -568372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -568373.000000 Penalty: 2838.941162
	Iteration 46Q: 3 clusters Score -568373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -568375.625000 Penalty: 2838.941162
	Iteration 47Q: 3 clusters Score -568375.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -568377.500000 Penalty: 2838.941162
	Iteration 48Q: 3 clusters Score -568377.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -568380.312500 Penalty: 2838.941162
	Iteration 49Q: 3 clusters Score -568380.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -568381.875000 Penalty: 2838.941162
	Iteration 50Q: 3 clusters Score -568381.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -568384.875000 Penalty: 2838.941162
	Iteration 51Q: 3 clusters Score -568384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -568387.062500 Penalty: 2838.941162
	Iteration 52Q: 3 clusters Score -568387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -568385.312500 Penalty: 2838.941162
	Iteration 53Q: 3 clusters Score -568385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -568386.937500 Penalty: 2838.941162
	Iteration 54Q: 3 clusters Score -568386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -568389.187500 Penalty: 2838.941162
	Iteration 55Q: 3 clusters Score -568389.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -568390.687500 Penalty: 2838.941162
	Iteration 56Q: 3 clusters Score -568390.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -568392.000000 Penalty: 2838.941162
	Iteration 57Q: 3 clusters Score -568392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -568395.875000 Penalty: 2838.941162
	Iteration 58Q: 3 clusters Score -568395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -568397.937500 Penalty: 2838.941162
	Iteration 59Q: 3 clusters Score -568397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -568398.562500 Penalty: 2838.941162
	Iteration 60F: 3 clusters Score -568398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -568401.312500 Penalty: 2838.941162
	Iteration 61Q: 3 clusters Score -568401.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -568402.375000 Penalty: 2838.941162
	Iteration 62Q: 3 clusters Score -568402.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -568404.687500 Penalty: 2838.941162
	Iteration 63Q: 3 clusters Score -568404.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -568407.875000 Penalty: 2838.941162
	Iteration 64Q: 3 clusters Score -568407.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -568410.187500 Penalty: 2838.941162
	Iteration 65Q: 3 clusters Score -568410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -568411.875000 Penalty: 2838.941162
	Iteration 66Q: 3 clusters Score -568411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -568412.437500 Penalty: 2838.941162
	Iteration 67Q: 3 clusters Score -568412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -568414.062500 Penalty: 2838.941162
	Iteration 68Q: 3 clusters Score -568414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -568414.312500 Penalty: 2838.941162
	Iteration 69Q: 3 clusters Score -568414.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -568415.187500 Penalty: 2838.941162
	Iteration 70Q: 3 clusters Score -568415.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -568416.937500 Penalty: 2838.941162
	Iteration 71Q: 3 clusters Score -568416.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -568417.500000 Penalty: 2838.941162
	Iteration 72Q: 3 clusters Score -568417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -568417.500000 Penalty: 2838.941162
	Iteration 73Q: 3 clusters Score -568417.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -568419.500000 Penalty: 2838.941162
	Iteration 74Q: 3 clusters Score -568419.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -568422.750000 Penalty: 2838.941162
	Iteration 75Q: 3 clusters Score -568422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -568422.937500 Penalty: 2838.941162
	Iteration 76Q: 3 clusters Score -568422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -568425.437500 Penalty: 2838.941162
	Iteration 77Q: 3 clusters Score -568425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -568424.750000 Penalty: 2838.941162
	Iteration 78Q: 3 clusters Score -568424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -568425.687500 Penalty: 2838.941162
	Iteration 79Q: 3 clusters Score -568425.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -568426.750000 Penalty: 2838.941162
	Iteration 80F: 3 clusters Score -568426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -568427.062500 Penalty: 2838.941162
	Iteration 81Q: 3 clusters Score -568427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -568428.187500 Penalty: 2838.941162
	Iteration 82Q: 3 clusters Score -568428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -568427.875000 Penalty: 2838.941162
	Iteration 83Q: 3 clusters Score -568427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -568428.812500 Penalty: 2838.941162
	Iteration 84Q: 3 clusters Score -568428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -568429.187500 Penalty: 2838.941162
	Iteration 85Q: 3 clusters Score -568429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -568427.625000 Penalty: 2838.941162
	Iteration 86Q: 3 clusters Score -568427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -568427.937500 Penalty: 2838.941162
	Iteration 87Q: 3 clusters Score -568427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -568428.062500 Penalty: 2838.941162
	Iteration 88Q: 3 clusters Score -568428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -568428.062500 Penalty: 2838.941162
	Iteration 89F: 3 clusters Score -568428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Entering Unmasked Estep 
Score: -4009854.000000 Penalty: 1726.377319
	Iteration 0F: 2 clusters Score -4009854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3987785.000000 Penalty: 3452.754639
	Iteration 0F: 3 clusters Score -3987785 nChanged 19295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3998499.750000 Penalty: 3452.754639
	Iteration 1F: 3 clusters Score -3998500 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3998992.250000 Penalty: 3452.754639
	Iteration 2Q: 3 clusters Score -3998992 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3999475.750000 Penalty: 3452.754639
	Iteration 3Q: 3 clusters Score -3999476 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4000037.500000 Penalty: 3452.754639
	Iteration 4Q: 3 clusters Score -4000038 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4000729.750000 Penalty: 3452.754639
	Iteration 5Q: 3 clusters Score -4000730 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -4001605.750000 Penalty: 3452.754639
	Iteration 6Q: 3 clusters Score -4001606 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4002836.750000 Penalty: 3452.754639
	Iteration 7F: 3 clusters Score -4002837 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4004563.750000 Penalty: 3452.754639
	Iteration 8F: 3 clusters Score -4004564 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4006619.250000 Penalty: 3452.754639
	Iteration 9F: 3 clusters Score -4006619 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4008212.000000 Penalty: 3452.754639
	Iteration 10F: 3 clusters Score -4008212 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4008881.250000 Penalty: 3452.754639
	Iteration 11Q: 3 clusters Score -4008881 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4009135.750000 Penalty: 3452.754639
	Iteration 12Q: 3 clusters Score -4009136 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4009369.500000 Penalty: 3452.754639
	Iteration 13Q: 3 clusters Score -4009370 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4009624.500000 Penalty: 3452.754639
	Iteration 14Q: 3 clusters Score -4009624 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -4009864.000000 Penalty: 3452.754639
	Iteration 15Q: 3 clusters Score -4009864 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4010098.500000 Penalty: 3452.754639
	Iteration 16Q: 3 clusters Score -4010098 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4010286.750000 Penalty: 3452.754639
	Iteration 17Q: 3 clusters Score -4010287 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4010459.000000 Penalty: 3452.754639
	Iteration 18Q: 3 clusters Score -4010459 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4010592.250000 Penalty: 3452.754639
	Iteration 19Q: 3 clusters Score -4010592 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4010728.250000 Penalty: 3452.754639
	Iteration 20F: 3 clusters Score -4010728 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -4010835.750000 Penalty: 3452.754639
	Iteration 21Q: 3 clusters Score -4010836 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4010898.000000 Penalty: 3452.754639
	Iteration 22Q: 3 clusters Score -4010898 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4010950.500000 Penalty: 3452.754639
	Iteration 23Q: 3 clusters Score -4010950 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4011005.000000 Penalty: 3452.754639
	Iteration 24Q: 3 clusters Score -4011005 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4011051.750000 Penalty: 3452.754639
	Iteration 25Q: 3 clusters Score -4011052 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4011058.000000 Penalty: 3452.754639
	Iteration 26Q: 3 clusters Score -4011058 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -4011066.750000 Penalty: 3452.754639
	Iteration 27Q: 3 clusters Score -4011067 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -4011070.750000 Penalty: 3452.754639
	Iteration 28Q: 3 clusters Score -4011071 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4011102.000000 Penalty: 3452.754639
	Iteration 29Q: 3 clusters Score -4011102 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4011108.500000 Penalty: 3452.754639
	Iteration 30Q: 3 clusters Score -4011108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -4011121.250000 Penalty: 3452.754639
	Iteration 31Q: 3 clusters Score -4011121 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -4011136.750000 Penalty: 3452.754639
	Iteration 32Q: 3 clusters Score -4011137 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4011165.000000 Penalty: 3452.754639
	Iteration 33Q: 3 clusters Score -4011165 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -4011194.750000 Penalty: 3452.754639
	Iteration 34Q: 3 clusters Score -4011195 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -4011195.750000 Penalty: 3452.754639
	Iteration 35Q: 3 clusters Score -4011196 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -4011214.250000 Penalty: 3452.754639
	Iteration 36Q: 3 clusters Score -4011214 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -4011234.750000 Penalty: 3452.754639
	Iteration 37Q: 3 clusters Score -4011235 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4011265.500000 Penalty: 3452.754639
	Iteration 38Q: 3 clusters Score -4011266 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -4011260.500000 Penalty: 3452.754639
	Iteration 39Q: 3 clusters Score -4011260 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4011275.500000 Penalty: 3452.754639
	Iteration 40F: 3 clusters Score -4011276 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -4011309.750000 Penalty: 3452.754639
	Iteration 41Q: 3 clusters Score -4011310 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4011337.500000 Penalty: 3452.754639
	Iteration 42Q: 3 clusters Score -4011338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -4011355.500000 Penalty: 3452.754639
	Iteration 43Q: 3 clusters Score -4011356 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4011398.250000 Penalty: 3452.754639
	Iteration 44Q: 3 clusters Score -4011398 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4011433.000000 Penalty: 3452.754639
	Iteration 45Q: 3 clusters Score -4011433 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4011466.750000 Penalty: 3452.754639
	Iteration 46Q: 3 clusters Score -4011467 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4011509.250000 Penalty: 3452.754639
	Iteration 47Q: 3 clusters Score -4011509 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4011535.500000 Penalty: 3452.754639
	Iteration 48Q: 3 clusters Score -4011536 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -4011577.250000 Penalty: 3452.754639
	Iteration 49Q: 3 clusters Score -4011577 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4011623.250000 Penalty: 3452.754639
	Iteration 50Q: 3 clusters Score -4011623 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4011687.500000 Penalty: 3452.754639
	Iteration 51Q: 3 clusters Score -4011688 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4011743.000000 Penalty: 3452.754639
	Iteration 52Q: 3 clusters Score -4011743 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4011816.000000 Penalty: 3452.754639
	Iteration 53Q: 3 clusters Score -4011816 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -4011896.750000 Penalty: 3452.754639
	Iteration 54Q: 3 clusters Score -4011897 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -4011963.500000 Penalty: 3452.754639
	Iteration 55Q: 3 clusters Score -4011964 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -4012029.000000 Penalty: 3452.754639
	Iteration 56Q: 3 clusters Score -4012029 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4012112.750000 Penalty: 3452.754639
	Iteration 57Q: 3 clusters Score -4012113 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4012176.250000 Penalty: 3452.754639
	Iteration 58Q: 3 clusters Score -4012176 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4012265.750000 Penalty: 3452.754639
	Iteration 59Q: 3 clusters Score -4012266 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4012337.000000 Penalty: 3452.754639
	Iteration 60F: 3 clusters Score -4012337 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4012438.500000 Penalty: 3452.754639
	Iteration 61Q: 3 clusters Score -4012438 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4012540.250000 Penalty: 3452.754639
	Iteration 62Q: 3 clusters Score -4012540 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4012594.500000 Penalty: 3452.754639
	Iteration 63Q: 3 clusters Score -4012594 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4012684.750000 Penalty: 3452.754639
	Iteration 64Q: 3 clusters Score -4012685 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4012804.500000 Penalty: 3452.754639
	Iteration 65Q: 3 clusters Score -4012804 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4012834.750000 Penalty: 3452.754639
	Iteration 66Q: 3 clusters Score -4012835 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4012834.250000 Penalty: 3452.754639
	Iteration 67Q: 3 clusters Score -4012834 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4012832.500000 Penalty: 3452.754639
	Iteration 68Q: 3 clusters Score -4012832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4012830.500000 Penalty: 3452.754639
	Iteration 69Q: 3 clusters Score -4012830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -4012809.000000 Penalty: 3452.754639
	Iteration 70Q: 3 clusters Score -4012809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4012798.500000 Penalty: 3452.754639
	Iteration 71Q: 3 clusters Score -4012798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -4012792.000000 Penalty: 3452.754639
	Iteration 72Q: 3 clusters Score -4012792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4012792.500000 Penalty: 3452.754639
	Iteration 73Q: 3 clusters Score -4012792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4012792.250000 Penalty: 3452.754639
	Iteration 74Q: 3 clusters Score -4012792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4012797.000000 Penalty: 3452.754639
	Iteration 75Q: 3 clusters Score -4012797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4012788.250000 Penalty: 3452.754639
	Iteration 76Q: 3 clusters Score -4012788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -4012787.250000 Penalty: 3452.754639
	Iteration 77Q: 3 clusters Score -4012787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4012787.500000 Penalty: 3452.754639
	Iteration 78Q: 3 clusters Score -4012788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4012785.750000 Penalty: 3452.754639
	Iteration 79Q: 3 clusters Score -4012786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4012786.500000 Penalty: 3452.754639
	Iteration 80F: 3 clusters Score -4012786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4012784.750000 Penalty: 3452.754639
	Iteration 81Q: 3 clusters Score -4012785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4012784.750000 Penalty: 3452.754639
	Iteration 82F: 3 clusters Score -4012785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 40041 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 38281 members 
Mstep: Class 6 contains 15731 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38658 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 15 contains 23769 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39403 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 26991 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 6742 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22320 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21248 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5286 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26574 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Mstep: Class 48 contains 35227 members 
Entering Unmasked Estep 
Score: -49776464.000000 Penalty: 103005.007812
Splitting cluster 14 changes total score from -49777872.000000 to -49776464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (23769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Entering Unmasked Estep 
Score: -2142440.250000 Penalty: 1637.372314
	Iteration 0F: 2 clusters Score -2142440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2126253.000000 Penalty: 3274.744629
	Iteration 0F: 3 clusters Score -2126253 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2132509.500000 Penalty: 3274.744629
	Iteration 1F: 3 clusters Score -2132510 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2133131.250000 Penalty: 3274.744629
	Iteration 2F: 3 clusters Score -2133131 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2133770.000000 Penalty: 3274.744629
	Iteration 3F: 3 clusters Score -2133770 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2134340.250000 Penalty: 3274.744629
	Iteration 4F: 3 clusters Score -2134340 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2134862.500000 Penalty: 3274.744629
	Iteration 5Q: 3 clusters Score -2134862 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2135313.750000 Penalty: 3274.744629
	Iteration 6Q: 3 clusters Score -2135314 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2135710.000000 Penalty: 3274.744629
	Iteration 7Q: 3 clusters Score -2135710 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2136075.500000 Penalty: 3274.744629
	Iteration 8Q: 3 clusters Score -2136076 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2136431.750000 Penalty: 3274.744629
	Iteration 9Q: 3 clusters Score -2136432 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2136809.000000 Penalty: 3274.744629
	Iteration 10Q: 3 clusters Score -2136809 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2137210.750000 Penalty: 3274.744629
	Iteration 11Q: 3 clusters Score -2137211 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2137639.750000 Penalty: 3274.744629
	Iteration 12Q: 3 clusters Score -2137640 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2138064.000000 Penalty: 3274.744629
	Iteration 13Q: 3 clusters Score -2138064 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2138521.500000 Penalty: 3274.744629
	Iteration 14Q: 3 clusters Score -2138522 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2138912.000000 Penalty: 3274.744629
	Iteration 15Q: 3 clusters Score -2138912 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2139190.750000 Penalty: 3274.744629
	Iteration 16Q: 3 clusters Score -2139191 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2139361.750000 Penalty: 3274.744629
	Iteration 17Q: 3 clusters Score -2139362 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2139514.500000 Penalty: 3274.744629
	Iteration 18Q: 3 clusters Score -2139514 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2139640.750000 Penalty: 3274.744629
	Iteration 19Q: 3 clusters Score -2139641 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2139745.000000 Penalty: 3274.744629
	Iteration 20F: 3 clusters Score -2139745 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2139853.750000 Penalty: 3274.744629
	Iteration 21Q: 3 clusters Score -2139854 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2139966.750000 Penalty: 3274.744629
	Iteration 22Q: 3 clusters Score -2139967 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2140046.750000 Penalty: 3274.744629
	Iteration 23Q: 3 clusters Score -2140047 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2140132.750000 Penalty: 3274.744629
	Iteration 24Q: 3 clusters Score -2140133 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2140217.250000 Penalty: 3274.744629
	Iteration 25Q: 3 clusters Score -2140217 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2140291.500000 Penalty: 3274.744629
	Iteration 26Q: 3 clusters Score -2140292 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2140359.750000 Penalty: 3274.744629
	Iteration 27Q: 3 clusters Score -2140360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2140425.500000 Penalty: 3274.744629
	Iteration 28Q: 3 clusters Score -2140426 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2140496.250000 Penalty: 3274.744629
	Iteration 29Q: 3 clusters Score -2140496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2140567.000000 Penalty: 3274.744629
	Iteration 30Q: 3 clusters Score -2140567 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2140630.000000 Penalty: 3274.744629
	Iteration 31Q: 3 clusters Score -2140630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2140688.000000 Penalty: 3274.744629
	Iteration 32Q: 3 clusters Score -2140688 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2140733.750000 Penalty: 3274.744629
	Iteration 33Q: 3 clusters Score -2140734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2140773.500000 Penalty: 3274.744629
	Iteration 34Q: 3 clusters Score -2140774 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2140818.750000 Penalty: 3274.744629
	Iteration 35Q: 3 clusters Score -2140819 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2140858.500000 Penalty: 3274.744629
	Iteration 36Q: 3 clusters Score -2140858 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2140909.250000 Penalty: 3274.744629
	Iteration 37Q: 3 clusters Score -2140909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2140937.750000 Penalty: 3274.744629
	Iteration 38Q: 3 clusters Score -2140938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2140968.250000 Penalty: 3274.744629
	Iteration 39Q: 3 clusters Score -2140968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2140992.500000 Penalty: 3274.744629
	Iteration 40F: 3 clusters Score -2140992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2141018.250000 Penalty: 3274.744629
	Iteration 41Q: 3 clusters Score -2141018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2141039.750000 Penalty: 3274.744629
	Iteration 42Q: 3 clusters Score -2141040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2141062.000000 Penalty: 3274.744629
	Iteration 43Q: 3 clusters Score -2141062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2141067.500000 Penalty: 3274.744629
	Iteration 44Q: 3 clusters Score -2141068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2141083.500000 Penalty: 3274.744629
	Iteration 45Q: 3 clusters Score -2141084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2141102.750000 Penalty: 3274.744629
	Iteration 46Q: 3 clusters Score -2141103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2141110.500000 Penalty: 3274.744629
	Iteration 47Q: 3 clusters Score -2141110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2141118.500000 Penalty: 3274.744629
	Iteration 48Q: 3 clusters Score -2141118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2141132.250000 Penalty: 3274.744629
	Iteration 49Q: 3 clusters Score -2141132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2141135.250000 Penalty: 3274.744629
	Iteration 50Q: 3 clusters Score -2141135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2141144.500000 Penalty: 3274.744629
	Iteration 51Q: 3 clusters Score -2141144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2141152.250000 Penalty: 3274.744629
	Iteration 52Q: 3 clusters Score -2141152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2141157.750000 Penalty: 3274.744629
	Iteration 53Q: 3 clusters Score -2141158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2141161.500000 Penalty: 3274.744629
	Iteration 54Q: 3 clusters Score -2141162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2141163.750000 Penalty: 3274.744629
	Iteration 55Q: 3 clusters Score -2141164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2141168.500000 Penalty: 3274.744629
	Iteration 56Q: 3 clusters Score -2141168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2141175.250000 Penalty: 3274.744629
	Iteration 57Q: 3 clusters Score -2141175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2141173.250000 Penalty: 3274.744629
	Iteration 58Q: 3 clusters Score -2141173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2141178.000000 Penalty: 3274.744629
	Iteration 59Q: 3 clusters Score -2141178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2141179.250000 Penalty: 3274.744629
	Iteration 60F: 3 clusters Score -2141179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2141182.500000 Penalty: 3274.744629
	Iteration 61Q: 3 clusters Score -2141182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2141184.250000 Penalty: 3274.744629
	Iteration 62Q: 3 clusters Score -2141184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2141190.500000 Penalty: 3274.744629
	Iteration 63Q: 3 clusters Score -2141190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2141198.750000 Penalty: 3274.744629
	Iteration 64Q: 3 clusters Score -2141199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2141202.500000 Penalty: 3274.744629
	Iteration 65Q: 3 clusters Score -2141202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2141205.000000 Penalty: 3274.744629
	Iteration 66Q: 3 clusters Score -2141205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2141207.750000 Penalty: 3274.744629
	Iteration 67Q: 3 clusters Score -2141208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2141212.250000 Penalty: 3274.744629
	Iteration 68Q: 3 clusters Score -2141212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2141218.250000 Penalty: 3274.744629
	Iteration 69Q: 3 clusters Score -2141218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2141231.250000 Penalty: 3274.744629
	Iteration 70Q: 3 clusters Score -2141231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2141236.750000 Penalty: 3274.744629
	Iteration 71Q: 3 clusters Score -2141237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2141245.250000 Penalty: 3274.744629
	Iteration 72Q: 3 clusters Score -2141245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2141253.250000 Penalty: 3274.744629
	Iteration 73Q: 3 clusters Score -2141253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2141254.500000 Penalty: 3274.744629
	Iteration 74Q: 3 clusters Score -2141254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2141255.750000 Penalty: 3274.744629
	Iteration 75Q: 3 clusters Score -2141256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2141257.250000 Penalty: 3274.744629
	Iteration 76Q: 3 clusters Score -2141257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2141255.750000 Penalty: 3274.744629
	Iteration 77Q: 3 clusters Score -2141256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2141255.500000 Penalty: 3274.744629
	Iteration 78Q: 3 clusters Score -2141256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2141254.750000 Penalty: 3274.744629
	Iteration 79Q: 3 clusters Score -2141255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2141254.750000 Penalty: 3274.744629
	Iteration 80F: 3 clusters Score -2141255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -135776.890625 Penalty: 1199.898315
	Iteration 0F: 2 clusters Score -135776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133940.250000 Penalty: 2399.796631
	Iteration 0F: 3 clusters Score -133940.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134374.828125 Penalty: 2399.796631
	Iteration 1F: 3 clusters Score -134374.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134513.531250 Penalty: 2399.796631
	Iteration 2F: 3 clusters Score -134513.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -134605.781250 Penalty: 2399.796631
	Iteration 3F: 3 clusters Score -134605.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134671.828125 Penalty: 2399.796631
	Iteration 4Q: 3 clusters Score -134671.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134708.421875 Penalty: 2399.796631
	Iteration 5Q: 3 clusters Score -134708.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134742.250000 Penalty: 2399.796631
	Iteration 6Q: 3 clusters Score -134742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134757.078125 Penalty: 2399.796631
	Iteration 7Q: 3 clusters Score -134757.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -134769.203125 Penalty: 2399.796631
	Iteration 8Q: 3 clusters Score -134769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -134777.859375 Penalty: 2399.796631
	Iteration 9Q: 3 clusters Score -134777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134785.671875 Penalty: 2399.796631
	Iteration 10Q: 3 clusters Score -134785.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134795.609375 Penalty: 2399.796631
	Iteration 11Q: 3 clusters Score -134795.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134812.937500 Penalty: 2399.796631
	Iteration 12Q: 3 clusters Score -134812.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134867.265625 Penalty: 2399.796631
	Iteration 13Q: 3 clusters Score -134867.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134908.125000 Penalty: 2399.796631
	Iteration 14Q: 3 clusters Score -134908.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134953.531250 Penalty: 2399.796631
	Iteration 15Q: 3 clusters Score -134953.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134990.921875 Penalty: 2399.796631
	Iteration 16Q: 3 clusters Score -134990.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135012.468750 Penalty: 2399.796631
	Iteration 17Q: 3 clusters Score -135012.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135030.703125 Penalty: 2399.796631
	Iteration 18Q: 3 clusters Score -135030.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135049.187500 Penalty: 2399.796631
	Iteration 19Q: 3 clusters Score -135049.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135057.671875 Penalty: 2399.796631
	Iteration 20F: 3 clusters Score -135057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -135064.031250 Penalty: 2399.796631
	Iteration 21Q: 3 clusters Score -135064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -135070.359375 Penalty: 2399.796631
	Iteration 22Q: 3 clusters Score -135070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135076.828125 Penalty: 2399.796631
	Iteration 23Q: 3 clusters Score -135076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -135083.781250 Penalty: 2399.796631
	Iteration 24Q: 3 clusters Score -135083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -135088.500000 Penalty: 2399.796631
	Iteration 25Q: 3 clusters Score -135088.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -135097.500000 Penalty: 2399.796631
	Iteration 26Q: 3 clusters Score -135097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135106.015625 Penalty: 2399.796631
	Iteration 27Q: 3 clusters Score -135106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -135114.156250 Penalty: 2399.796631
	Iteration 28Q: 3 clusters Score -135114.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -135122.781250 Penalty: 2399.796631
	Iteration 29Q: 3 clusters Score -135122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -135131.250000 Penalty: 2399.796631
	Iteration 30Q: 3 clusters Score -135131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -135135.156250 Penalty: 2399.796631
	Iteration 31Q: 3 clusters Score -135135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -135137.281250 Penalty: 2399.796631
	Iteration 32Q: 3 clusters Score -135137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -135141.203125 Penalty: 2399.796631
	Iteration 33Q: 3 clusters Score -135141.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -135148.406250 Penalty: 2399.796631
	Iteration 34Q: 3 clusters Score -135148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -135155.203125 Penalty: 2399.796631
	Iteration 35Q: 3 clusters Score -135155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -135159.671875 Penalty: 2399.796631
	Iteration 36Q: 3 clusters Score -135159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -135164.046875 Penalty: 2399.796631
	Iteration 37Q: 3 clusters Score -135164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135172.031250 Penalty: 2399.796631
	Iteration 38Q: 3 clusters Score -135172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135186.296875 Penalty: 2399.796631
	Iteration 39Q: 3 clusters Score -135186.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -135210.250000 Penalty: 2399.796631
	Iteration 40F: 3 clusters Score -135210.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -135234.156250 Penalty: 2399.796631
	Iteration 41Q: 3 clusters Score -135234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -135257.968750 Penalty: 2399.796631
	Iteration 42Q: 3 clusters Score -135258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -135279.578125 Penalty: 2399.796631
	Iteration 43Q: 3 clusters Score -135279.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -135290.968750 Penalty: 2399.796631
	Iteration 44Q: 3 clusters Score -135291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135302.078125 Penalty: 2399.796631
	Iteration 45Q: 3 clusters Score -135302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135311.046875 Penalty: 2399.796631
	Iteration 46Q: 3 clusters Score -135311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -135317.671875 Penalty: 2399.796631
	Iteration 47Q: 3 clusters Score -135317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -135319.984375 Penalty: 2399.796631
	Iteration 48Q: 3 clusters Score -135320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135321.421875 Penalty: 2399.796631
	Iteration 49Q: 3 clusters Score -135321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135321.421875 Penalty: 2399.796631
	Iteration 50F: 3 clusters Score -135321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Entering Unmasked Estep 
Score: -3737239.500000 Penalty: 1719.509521
	Iteration 0F: 2 clusters Score -3737240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3712588.250000 Penalty: 3439.019043
	Iteration 0F: 3 clusters Score -3712588 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3723013.000000 Penalty: 3439.019043
	Iteration 1F: 3 clusters Score -3723013 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3723582.750000 Penalty: 3439.019043
	Iteration 2Q: 3 clusters Score -3723583 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3724219.500000 Penalty: 3439.019043
	Iteration 3Q: 3 clusters Score -3724220 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3725244.750000 Penalty: 3439.019043
	Iteration 4F: 3 clusters Score -3725245 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3726764.500000 Penalty: 3439.019043
	Iteration 5F: 3 clusters Score -3726764 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3729043.750000 Penalty: 3439.019043
	Iteration 6F: 3 clusters Score -3729044 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3731659.250000 Penalty: 3439.019043
	Iteration 7F: 3 clusters Score -3731659 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3733645.000000 Penalty: 3439.019043
	Iteration 8F: 3 clusters Score -3733645 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3734728.500000 Penalty: 3439.019043
	Iteration 9Q: 3 clusters Score -3734728 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3735281.250000 Penalty: 3439.019043
	Iteration 10Q: 3 clusters Score -3735281 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3735557.250000 Penalty: 3439.019043
	Iteration 11Q: 3 clusters Score -3735557 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3735679.500000 Penalty: 3439.019043
	Iteration 12Q: 3 clusters Score -3735680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3735769.500000 Penalty: 3439.019043
	Iteration 13Q: 3 clusters Score -3735770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3735809.500000 Penalty: 3439.019043
	Iteration 14Q: 3 clusters Score -3735810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3735837.000000 Penalty: 3439.019043
	Iteration 15Q: 3 clusters Score -3735837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3735855.000000 Penalty: 3439.019043
	Iteration 16Q: 3 clusters Score -3735855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3735876.250000 Penalty: 3439.019043
	Iteration 17Q: 3 clusters Score -3735876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3735889.000000 Penalty: 3439.019043
	Iteration 18Q: 3 clusters Score -3735889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3735892.500000 Penalty: 3439.019043
	Iteration 19Q: 3 clusters Score -3735892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3735898.750000 Penalty: 3439.019043
	Iteration 20F: 3 clusters Score -3735899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3735900.250000 Penalty: 3439.019043
	Iteration 21Q: 3 clusters Score -3735900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3735910.750000 Penalty: 3439.019043
	Iteration 22Q: 3 clusters Score -3735911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3735910.500000 Penalty: 3439.019043
	Iteration 23Q: 3 clusters Score -3735910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3735910.250000 Penalty: 3439.019043
	Iteration 24Q: 3 clusters Score -3735910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3735915.500000 Penalty: 3439.019043
	Iteration 25Q: 3 clusters Score -3735916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3735908.250000 Penalty: 3439.019043
	Iteration 26Q: 3 clusters Score -3735908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3735905.500000 Penalty: 3439.019043
	Iteration 27Q: 3 clusters Score -3735906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3735906.000000 Penalty: 3439.019043
	Iteration 28Q: 3 clusters Score -3735906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3735912.000000 Penalty: 3439.019043
	Iteration 29Q: 3 clusters Score -3735912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3735915.250000 Penalty: 3439.019043
	Iteration 30Q: 3 clusters Score -3735915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3735915.250000 Penalty: 3439.019043
	Iteration 31F: 3 clusters Score -3735915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -93241.500000 Penalty: 1153.082642
	Iteration 0F: 2 clusters Score -93241.5 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 600 members 
Entering Unmasked Estep 
Score: -91741.906250 Penalty: 2306.165283
	Iteration 0F: 3 clusters Score -91741.91 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92211.421875 Penalty: 2306.165283
	Iteration 1F: 3 clusters Score -92211.42 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92423.843750 Penalty: 2306.165283
	Iteration 2F: 3 clusters Score -92423.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92509.781250 Penalty: 2306.165283
	Iteration 3F: 3 clusters Score -92509.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92568.937500 Penalty: 2306.165283
	Iteration 4Q: 3 clusters Score -92568.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -92617.351562 Penalty: 2306.165283
	Iteration 5Q: 3 clusters Score -92617.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92672.101562 Penalty: 2306.165283
	Iteration 6Q: 3 clusters Score -92672.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92719.859375 Penalty: 2306.165283
	Iteration 7Q: 3 clusters Score -92719.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92751.523438 Penalty: 2306.165283
	Iteration 8Q: 3 clusters Score -92751.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92769.710938 Penalty: 2306.165283
	Iteration 9Q: 3 clusters Score -92769.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92788.187500 Penalty: 2306.165283
	Iteration 10Q: 3 clusters Score -92788.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92794.281250 Penalty: 2306.165283
	Iteration 11Q: 3 clusters Score -92794.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92797.945312 Penalty: 2306.165283
	Iteration 12Q: 3 clusters Score -92797.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92803.179688 Penalty: 2306.165283
	Iteration 13Q: 3 clusters Score -92803.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92806.109375 Penalty: 2306.165283
	Iteration 14Q: 3 clusters Score -92806.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92807.593750 Penalty: 2306.165283
	Iteration 15Q: 3 clusters Score -92807.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92807.921875 Penalty: 2306.165283
	Iteration 16Q: 3 clusters Score -92807.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92807.921875 Penalty: 2306.165283
	Iteration 17F: 3 clusters Score -92807.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -289302.218750 Penalty: 1308.498169
	Iteration 0F: 2 clusters Score -289302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -286530.781250 Penalty: 2616.996338
	Iteration 0F: 3 clusters Score -286530.8 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -287206.437500 Penalty: 2616.996338
	Iteration 1F: 3 clusters Score -287206.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -287375.125000 Penalty: 2616.996338
	Iteration 2F: 3 clusters Score -287375.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -287476.031250 Penalty: 2616.996338
	Iteration 3F: 3 clusters Score -287476 nChanged 118
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: -287554.031250 Penalty: 2616.996338
	Iteration 4Q: 3 clusters Score -287554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -287632.781250 Penalty: 2616.996338
	Iteration 5Q: 3 clusters Score -287632.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -287694.875000 Penalty: 2616.996338
	Iteration 6Q: 3 clusters Score -287694.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -287754.312500 Penalty: 2616.996338
	Iteration 7Q: 3 clusters Score -287754.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -287810.656250 Penalty: 2616.996338
	Iteration 8Q: 3 clusters Score -287810.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -287878.843750 Penalty: 2616.996338
	Iteration 9Q: 3 clusters Score -287878.8 nChanged 99
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: -287940.250000 Penalty: 2616.996338
	Iteration 10Q: 3 clusters Score -287940.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -287989.906250 Penalty: 2616.996338
	Iteration 11Q: 3 clusters Score -287989.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -288040.687500 Penalty: 2616.996338
	Iteration 12Q: 3 clusters Score -288040.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -288088.687500 Penalty: 2616.996338
	Iteration 13Q: 3 clusters Score -288088.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -288130.437500 Penalty: 2616.996338
	Iteration 14Q: 3 clusters Score -288130.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -288163.906250 Penalty: 2616.996338
	Iteration 15Q: 3 clusters Score -288163.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -288186.750000 Penalty: 2616.996338
	Iteration 16Q: 3 clusters Score -288186.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -288201.218750 Penalty: 2616.996338
	Iteration 17Q: 3 clusters Score -288201.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -288207.843750 Penalty: 2616.996338
	Iteration 18Q: 3 clusters Score -288207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -288213.281250 Penalty: 2616.996338
	Iteration 19Q: 3 clusters Score -288213.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -288219.062500 Penalty: 2616.996338
	Iteration 20F: 3 clusters Score -288219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -288222.406250 Penalty: 2616.996338
	Iteration 21Q: 3 clusters Score -288222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -288224.031250 Penalty: 2616.996338
	Iteration 22Q: 3 clusters Score -288224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -288227.156250 Penalty: 2616.996338
	Iteration 23Q: 3 clusters Score -288227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -288230.250000 Penalty: 2616.996338
	Iteration 24Q: 3 clusters Score -288230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -288231.187500 Penalty: 2616.996338
	Iteration 25Q: 3 clusters Score -288231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -288235.906250 Penalty: 2616.996338
	Iteration 26Q: 3 clusters Score -288235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -288238.687500 Penalty: 2616.996338
	Iteration 27Q: 3 clusters Score -288238.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -288242.406250 Penalty: 2616.996338
	Iteration 28Q: 3 clusters Score -288242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -288244.343750 Penalty: 2616.996338
	Iteration 29Q: 3 clusters Score -288244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -288248.718750 Penalty: 2616.996338
	Iteration 30Q: 3 clusters Score -288248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -288252.500000 Penalty: 2616.996338
	Iteration 31Q: 3 clusters Score -288252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -288253.937500 Penalty: 2616.996338
	Iteration 32Q: 3 clusters Score -288253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -288256.343750 Penalty: 2616.996338
	Iteration 33Q: 3 clusters Score -288256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -288260.125000 Penalty: 2616.996338
	Iteration 34Q: 3 clusters Score -288260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -288263.125000 Penalty: 2616.996338
	Iteration 35Q: 3 clusters Score -288263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -288271.250000 Penalty: 2616.996338
	Iteration 36Q: 3 clusters Score -288271.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -288283.593750 Penalty: 2616.996338
	Iteration 37Q: 3 clusters Score -288283.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -288310.531250 Penalty: 2616.996338
	Iteration 38Q: 3 clusters Score -288310.5 nChanged 21
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: -288332.343750 Penalty: 2616.996338
	Iteration 39Q: 3 clusters Score -288332.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -288343.281250 Penalty: 2616.996338
	Iteration 40F: 3 clusters Score -288343.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -288348.500000 Penalty: 2616.996338
	Iteration 41Q: 3 clusters Score -288348.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -288352.593750 Penalty: 2616.996338
	Iteration 42Q: 3 clusters Score -288352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -288355.281250 Penalty: 2616.996338
	Iteration 43Q: 3 clusters Score -288355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -288356.625000 Penalty: 2616.996338
	Iteration 44Q: 3 clusters Score -288356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -288358.375000 Penalty: 2616.996338
	Iteration 45Q: 3 clusters Score -288358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -288359.500000 Penalty: 2616.996338
	Iteration 46Q: 3 clusters Score -288359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -288359.156250 Penalty: 2616.996338
	Iteration 47Q: 3 clusters Score -288359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288360.187500 Penalty: 2616.996338
	Iteration 48Q: 3 clusters Score -288360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288360.187500 Penalty: 2616.996338
	Iteration 49F: 3 clusters Score -288360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Entering Unmasked Estep 
Score: -2665907.000000 Penalty: 1658.029541
	Iteration 0F: 2 clusters Score -2665907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2648918.500000 Penalty: 3316.059082
	Iteration 0F: 3 clusters Score -2648918 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2655569.000000 Penalty: 3316.059082
	Iteration 1F: 3 clusters Score -2655569 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2655880.250000 Penalty: 3316.059082
	Iteration 2Q: 3 clusters Score -2655880 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2656175.000000 Penalty: 3316.059082
	Iteration 3Q: 3 clusters Score -2656175 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2656503.250000 Penalty: 3316.059082
	Iteration 4Q: 3 clusters Score -2656503 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2656984.000000 Penalty: 3316.059082
	Iteration 5Q: 3 clusters Score -2656984 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2657694.750000 Penalty: 3316.059082
	Iteration 6F: 3 clusters Score -2657695 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2658768.000000 Penalty: 3316.059082
	Iteration 7F: 3 clusters Score -2658768 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2660259.250000 Penalty: 3316.059082
	Iteration 8F: 3 clusters Score -2660259 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2661917.750000 Penalty: 3316.059082
	Iteration 9F: 3 clusters Score -2661918 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2663258.500000 Penalty: 3316.059082
	Iteration 10F: 3 clusters Score -2663258 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2663935.000000 Penalty: 3316.059082
	Iteration 11Q: 3 clusters Score -2663935 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2664190.250000 Penalty: 3316.059082
	Iteration 12Q: 3 clusters Score -2664190 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2664326.250000 Penalty: 3316.059082
	Iteration 13Q: 3 clusters Score -2664326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2664388.250000 Penalty: 3316.059082
	Iteration 14Q: 3 clusters Score -2664388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2664430.750000 Penalty: 3316.059082
	Iteration 15Q: 3 clusters Score -2664431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2664457.000000 Penalty: 3316.059082
	Iteration 16Q: 3 clusters Score -2664457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2664465.250000 Penalty: 3316.059082
	Iteration 17Q: 3 clusters Score -2664465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2664470.750000 Penalty: 3316.059082
	Iteration 18Q: 3 clusters Score -2664471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2664473.750000 Penalty: 3316.059082
	Iteration 19Q: 3 clusters Score -2664474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2664473.750000 Penalty: 3316.059082
	Iteration 20F: 3 clusters Score -2664474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -992881.250000 Penalty: 1496.615234
	Iteration 0F: 2 clusters Score -992881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -985643.875000 Penalty: 2993.230469
	Iteration 0F: 3 clusters Score -985643.9 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -988055.312500 Penalty: 2993.230469
	Iteration 1F: 3 clusters Score -988055.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -988274.375000 Penalty: 2993.230469
	Iteration 2F: 3 clusters Score -988274.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -988472.812500 Penalty: 2993.230469
	Iteration 3Q: 3 clusters Score -988472.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -988667.312500 Penalty: 2993.230469
	Iteration 4Q: 3 clusters Score -988667.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -988870.125000 Penalty: 2993.230469
	Iteration 5Q: 3 clusters Score -988870.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -989090.062500 Penalty: 2993.230469
	Iteration 6Q: 3 clusters Score -989090.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -989376.062500 Penalty: 2993.230469
	Iteration 7Q: 3 clusters Score -989376.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -989731.187500 Penalty: 2993.230469
	Iteration 8F: 3 clusters Score -989731.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -990151.500000 Penalty: 2993.230469
	Iteration 9F: 3 clusters Score -990151.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -990551.937500 Penalty: 2993.230469
	Iteration 10Q: 3 clusters Score -990551.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -990869.375000 Penalty: 2993.230469
	Iteration 11Q: 3 clusters Score -990869.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -991111.812500 Penalty: 2993.230469
	Iteration 12Q: 3 clusters Score -991111.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -991282.375000 Penalty: 2993.230469
	Iteration 13Q: 3 clusters Score -991282.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -991381.937500 Penalty: 2993.230469
	Iteration 14Q: 3 clusters Score -991381.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -991449.687500 Penalty: 2993.230469
	Iteration 15Q: 3 clusters Score -991449.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -991491.687500 Penalty: 2993.230469
	Iteration 16Q: 3 clusters Score -991491.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -991509.812500 Penalty: 2993.230469
	Iteration 17Q: 3 clusters Score -991509.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -991530.000000 Penalty: 2993.230469
	Iteration 18Q: 3 clusters Score -991530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -991544.500000 Penalty: 2993.230469
	Iteration 19Q: 3 clusters Score -991544.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -991558.187500 Penalty: 2993.230469
	Iteration 20F: 3 clusters Score -991558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -991566.687500 Penalty: 2993.230469
	Iteration 21Q: 3 clusters Score -991566.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -991579.062500 Penalty: 2993.230469
	Iteration 22Q: 3 clusters Score -991579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -991590.812500 Penalty: 2993.230469
	Iteration 23Q: 3 clusters Score -991590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -991598.812500 Penalty: 2993.230469
	Iteration 24Q: 3 clusters Score -991598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -991603.187500 Penalty: 2993.230469
	Iteration 25Q: 3 clusters Score -991603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -991603.187500 Penalty: 2993.230469
	Iteration 26F: 3 clusters Score -991603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -243599.359375 Penalty: 1291.267822
	Iteration 0F: 2 clusters Score -243599.4 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 1420 members 
Entering Unmasked Estep 
Score: -240967.953125 Penalty: 2582.535645
	Iteration 0F: 3 clusters Score -240968 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -241579.921875 Penalty: 2582.535645
	Iteration 1F: 3 clusters Score -241579.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -241715.421875 Penalty: 2582.535645
	Iteration 2F: 3 clusters Score -241715.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -241782.078125 Penalty: 2582.535645
	Iteration 3Q: 3 clusters Score -241782.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -241840.250000 Penalty: 2582.535645
	Iteration 4Q: 3 clusters Score -241840.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -241907.687500 Penalty: 2582.535645
	Iteration 5Q: 3 clusters Score -241907.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -241993.031250 Penalty: 2582.535645
	Iteration 6Q: 3 clusters Score -241993 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -242126.406250 Penalty: 2582.535645
	Iteration 7Q: 3 clusters Score -242126.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242294.984375 Penalty: 2582.535645
	Iteration 8Q: 3 clusters Score -242295 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -242440.734375 Penalty: 2582.535645
	Iteration 9F: 3 clusters Score -242440.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -242576.796875 Penalty: 2582.535645
	Iteration 10F: 3 clusters Score -242576.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -242753.781250 Penalty: 2582.535645
	Iteration 11F: 3 clusters Score -242753.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -242944.265625 Penalty: 2582.535645
	Iteration 12F: 3 clusters Score -242944.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -243117.156250 Penalty: 2582.535645
	Iteration 13Q: 3 clusters Score -243117.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -243257.828125 Penalty: 2582.535645
	Iteration 14Q: 3 clusters Score -243257.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -243373.375000 Penalty: 2582.535645
	Iteration 15Q: 3 clusters Score -243373.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -243471.609375 Penalty: 2582.535645
	Iteration 16Q: 3 clusters Score -243471.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -243553.343750 Penalty: 2582.535645
	Iteration 17Q: 3 clusters Score -243553.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -243624.078125 Penalty: 2582.535645
	Iteration 18Q: 3 clusters Score -243624.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -243678.375000 Penalty: 2582.535645
	Iteration 19Q: 3 clusters Score -243678.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -243700.562500 Penalty: 2582.535645
	Iteration 20F: 3 clusters Score -243700.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -243714.875000 Penalty: 2582.535645
	Iteration 21Q: 3 clusters Score -243714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -243718.546875 Penalty: 2582.535645
	Iteration 22Q: 3 clusters Score -243718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -243720.453125 Penalty: 2582.535645
	Iteration 23Q: 3 clusters Score -243720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -243720.453125 Penalty: 2582.535645
	Iteration 24F: 3 clusters Score -243720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 40041 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 38281 members 
Mstep: Class 6 contains 15731 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38658 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 41104 members 
Mstep: Class 15 contains 23769 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39403 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 26991 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2263 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 6742 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22320 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21248 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5286 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26574 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Mstep: Class 48 contains 562 members 
Entering Unmasked Estep 
Score: -49772892.000000 Penalty: 103005.007812
Splitting cluster 22 changes total score from -49777872.000000 to -49772892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Entering Unmasked Estep 
Score: -600148.750000 Penalty: 1429.454224
	Iteration 0F: 2 clusters Score -600148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -595180.500000 Penalty: 2858.908447
	Iteration 0F: 3 clusters Score -595180.5 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -596754.312500 Penalty: 2858.908447
	Iteration 1F: 3 clusters Score -596754.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -597084.750000 Penalty: 2858.908447
	Iteration 2F: 3 clusters Score -597084.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -597363.375000 Penalty: 2858.908447
	Iteration 3F: 3 clusters Score -597363.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -597574.937500 Penalty: 2858.908447
	Iteration 4F: 3 clusters Score -597574.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -597801.312500 Penalty: 2858.908447
	Iteration 5Q: 3 clusters Score -597801.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -598030.187500 Penalty: 2858.908447
	Iteration 6Q: 3 clusters Score -598030.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -598215.312500 Penalty: 2858.908447
	Iteration 7Q: 3 clusters Score -598215.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -598357.375000 Penalty: 2858.908447
	Iteration 8Q: 3 clusters Score -598357.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -598509.437500 Penalty: 2858.908447
	Iteration 9Q: 3 clusters Score -598509.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -598622.937500 Penalty: 2858.908447
	Iteration 10Q: 3 clusters Score -598622.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -598743.500000 Penalty: 2858.908447
	Iteration 11Q: 3 clusters Score -598743.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -598858.062500 Penalty: 2858.908447
	Iteration 12Q: 3 clusters Score -598858.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -598962.062500 Penalty: 2858.908447
	Iteration 13Q: 3 clusters Score -598962.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -599066.562500 Penalty: 2858.908447
	Iteration 14Q: 3 clusters Score -599066.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -599129.000000 Penalty: 2858.908447
	Iteration 15Q: 3 clusters Score -599129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -599193.250000 Penalty: 2858.908447
	Iteration 16Q: 3 clusters Score -599193.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -599255.875000 Penalty: 2858.908447
	Iteration 17Q: 3 clusters Score -599255.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -599312.687500 Penalty: 2858.908447
	Iteration 18Q: 3 clusters Score -599312.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -599348.687500 Penalty: 2858.908447
	Iteration 19Q: 3 clusters Score -599348.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -599373.312500 Penalty: 2858.908447
	Iteration 20F: 3 clusters Score -599373.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -599391.125000 Penalty: 2858.908447
	Iteration 21Q: 3 clusters Score -599391.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -599401.375000 Penalty: 2858.908447
	Iteration 22Q: 3 clusters Score -599401.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -599407.687500 Penalty: 2858.908447
	Iteration 23Q: 3 clusters Score -599407.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -599413.062500 Penalty: 2858.908447
	Iteration 24Q: 3 clusters Score -599413.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -599419.000000 Penalty: 2858.908447
	Iteration 25Q: 3 clusters Score -599419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -599424.000000 Penalty: 2858.908447
	Iteration 26Q: 3 clusters Score -599424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -599430.125000 Penalty: 2858.908447
	Iteration 27Q: 3 clusters Score -599430.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -599436.500000 Penalty: 2858.908447
	Iteration 28Q: 3 clusters Score -599436.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -599441.687500 Penalty: 2858.908447
	Iteration 29Q: 3 clusters Score -599441.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -599447.750000 Penalty: 2858.908447
	Iteration 30Q: 3 clusters Score -599447.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -599450.750000 Penalty: 2858.908447
	Iteration 31Q: 3 clusters Score -599450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -599452.250000 Penalty: 2858.908447
	Iteration 32Q: 3 clusters Score -599452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -599456.125000 Penalty: 2858.908447
	Iteration 33Q: 3 clusters Score -599456.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -599457.812500 Penalty: 2858.908447
	Iteration 34Q: 3 clusters Score -599457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -599461.125000 Penalty: 2858.908447
	Iteration 35Q: 3 clusters Score -599461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -599462.687500 Penalty: 2858.908447
	Iteration 36Q: 3 clusters Score -599462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -599464.500000 Penalty: 2858.908447
	Iteration 37Q: 3 clusters Score -599464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -599465.937500 Penalty: 2858.908447
	Iteration 38Q: 3 clusters Score -599465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -599466.062500 Penalty: 2858.908447
	Iteration 39Q: 3 clusters Score -599466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -599467.125000 Penalty: 2858.908447
	Iteration 40F: 3 clusters Score -599467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -599466.812500 Penalty: 2858.908447
	Iteration 41Q: 3 clusters Score -599466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -599468.375000 Penalty: 2858.908447
	Iteration 42Q: 3 clusters Score -599468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -599469.437500 Penalty: 2858.908447
	Iteration 43Q: 3 clusters Score -599469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -599470.437500 Penalty: 2858.908447
	Iteration 44Q: 3 clusters Score -599470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -599472.312500 Penalty: 2858.908447
	Iteration 45Q: 3 clusters Score -599472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -599472.187500 Penalty: 2858.908447
	Iteration 46Q: 3 clusters Score -599472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -599473.125000 Penalty: 2858.908447
	Iteration 47Q: 3 clusters Score -599473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -599473.500000 Penalty: 2858.908447
	Iteration 48Q: 3 clusters Score -599473.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -599473.625000 Penalty: 2858.908447
	Iteration 49Q: 3 clusters Score -599473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -599474.687500 Penalty: 2858.908447
	Iteration 50Q: 3 clusters Score -599474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -599474.687500 Penalty: 2858.908447
	Iteration 51Q: 3 clusters Score -599474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -599474.687500 Penalty: 2858.908447
	Iteration 52F: 3 clusters Score -599474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -276518.406250 Penalty: 1300.600830
	Iteration 0F: 2 clusters Score -276518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -273816.906250 Penalty: 2601.201660
	Iteration 0F: 3 clusters Score -273816.9 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -274412.843750 Penalty: 2601.201660
	Iteration 1F: 3 clusters Score -274412.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -274541.437500 Penalty: 2601.201660
	Iteration 2F: 3 clusters Score -274541.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -274610.031250 Penalty: 2601.201660
	Iteration 3Q: 3 clusters Score -274610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -274659.937500 Penalty: 2601.201660
	Iteration 4Q: 3 clusters Score -274659.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -274698.968750 Penalty: 2601.201660
	Iteration 5Q: 3 clusters Score -274699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -274727.937500 Penalty: 2601.201660
	Iteration 6Q: 3 clusters Score -274727.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -274758.468750 Penalty: 2601.201660
	Iteration 7Q: 3 clusters Score -274758.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274792.343750 Penalty: 2601.201660
	Iteration 8Q: 3 clusters Score -274792.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -274833.500000 Penalty: 2601.201660
	Iteration 9Q: 3 clusters Score -274833.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -274875.156250 Penalty: 2601.201660
	Iteration 10Q: 3 clusters Score -274875.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -274918.968750 Penalty: 2601.201660
	Iteration 11Q: 3 clusters Score -274919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -274956.781250 Penalty: 2601.201660
	Iteration 12Q: 3 clusters Score -274956.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -274995.656250 Penalty: 2601.201660
	Iteration 13Q: 3 clusters Score -274995.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -275046.593750 Penalty: 2601.201660
	Iteration 14Q: 3 clusters Score -275046.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -275084.968750 Penalty: 2601.201660
	Iteration 15Q: 3 clusters Score -275085 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -275117.812500 Penalty: 2601.201660
	Iteration 16Q: 3 clusters Score -275117.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -275146.843750 Penalty: 2601.201660
	Iteration 17Q: 3 clusters Score -275146.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -275168.468750 Penalty: 2601.201660
	Iteration 18Q: 3 clusters Score -275168.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -275189.062500 Penalty: 2601.201660
	Iteration 19Q: 3 clusters Score -275189.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -275203.312500 Penalty: 2601.201660
	Iteration 20F: 3 clusters Score -275203.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -275213.812500 Penalty: 2601.201660
	Iteration 21Q: 3 clusters Score -275213.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -275222.062500 Penalty: 2601.201660
	Iteration 22Q: 3 clusters Score -275222.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -275235.343750 Penalty: 2601.201660
	Iteration 23Q: 3 clusters Score -275235.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -275249.125000 Penalty: 2601.201660
	Iteration 24Q: 3 clusters Score -275249.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -275263.687500 Penalty: 2601.201660
	Iteration 25Q: 3 clusters Score -275263.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -275274.250000 Penalty: 2601.201660
	Iteration 26Q: 3 clusters Score -275274.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -275287.062500 Penalty: 2601.201660
	Iteration 27Q: 3 clusters Score -275287.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -275298.312500 Penalty: 2601.201660
	Iteration 28Q: 3 clusters Score -275298.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -275307.156250 Penalty: 2601.201660
	Iteration 29Q: 3 clusters Score -275307.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -275314.625000 Penalty: 2601.201660
	Iteration 30Q: 3 clusters Score -275314.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -275319.968750 Penalty: 2601.201660
	Iteration 31Q: 3 clusters Score -275320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -275325.218750 Penalty: 2601.201660
	Iteration 32Q: 3 clusters Score -275325.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -275329.187500 Penalty: 2601.201660
	Iteration 33Q: 3 clusters Score -275329.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -275332.468750 Penalty: 2601.201660
	Iteration 34Q: 3 clusters Score -275332.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -275336.781250 Penalty: 2601.201660
	Iteration 35Q: 3 clusters Score -275336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -275339.156250 Penalty: 2601.201660
	Iteration 36Q: 3 clusters Score -275339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -275342.406250 Penalty: 2601.201660
	Iteration 37Q: 3 clusters Score -275342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -275343.937500 Penalty: 2601.201660
	Iteration 38Q: 3 clusters Score -275343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -275345.031250 Penalty: 2601.201660
	Iteration 39Q: 3 clusters Score -275345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -275345.031250 Penalty: 2601.201660
	Iteration 40F: 3 clusters Score -275345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Entering Unmasked Estep 
Score: -572558.937500 Penalty: 1432.618164
	Iteration 0F: 2 clusters Score -572558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -567522.375000 Penalty: 2865.236328
	Iteration 0F: 3 clusters Score -567522.4 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -569148.375000 Penalty: 2865.236328
	Iteration 1F: 3 clusters Score -569148.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -569434.375000 Penalty: 2865.236328
	Iteration 2F: 3 clusters Score -569434.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -569700.937500 Penalty: 2865.236328
	Iteration 3F: 3 clusters Score -569700.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -569965.312500 Penalty: 2865.236328
	Iteration 4F: 3 clusters Score -569965.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -570253.250000 Penalty: 2865.236328
	Iteration 5F: 3 clusters Score -570253.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -570564.625000 Penalty: 2865.236328
	Iteration 6F: 3 clusters Score -570564.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -570848.062500 Penalty: 2865.236328
	Iteration 7F: 3 clusters Score -570848.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -571083.812500 Penalty: 2865.236328
	Iteration 8F: 3 clusters Score -571083.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -571257.187500 Penalty: 2865.236328
	Iteration 9Q: 3 clusters Score -571257.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -571367.125000 Penalty: 2865.236328
	Iteration 10Q: 3 clusters Score -571367.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -571434.187500 Penalty: 2865.236328
	Iteration 11Q: 3 clusters Score -571434.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -571507.312500 Penalty: 2865.236328
	Iteration 12Q: 3 clusters Score -571507.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -571567.812500 Penalty: 2865.236328
	Iteration 13Q: 3 clusters Score -571567.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -571608.687500 Penalty: 2865.236328
	Iteration 14Q: 3 clusters Score -571608.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -571639.625000 Penalty: 2865.236328
	Iteration 15Q: 3 clusters Score -571639.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -571677.875000 Penalty: 2865.236328
	Iteration 16Q: 3 clusters Score -571677.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -571711.625000 Penalty: 2865.236328
	Iteration 17Q: 3 clusters Score -571711.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -571746.812500 Penalty: 2865.236328
	Iteration 18Q: 3 clusters Score -571746.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -571793.062500 Penalty: 2865.236328
	Iteration 19Q: 3 clusters Score -571793.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -571851.687500 Penalty: 2865.236328
	Iteration 20F: 3 clusters Score -571851.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -571915.062500 Penalty: 2865.236328
	Iteration 21Q: 3 clusters Score -571915.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -571993.750000 Penalty: 2865.236328
	Iteration 22Q: 3 clusters Score -571993.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -572070.000000 Penalty: 2865.236328
	Iteration 23Q: 3 clusters Score -572070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -572127.875000 Penalty: 2865.236328
	Iteration 24Q: 3 clusters Score -572127.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -572170.375000 Penalty: 2865.236328
	Iteration 25Q: 3 clusters Score -572170.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -572200.125000 Penalty: 2865.236328
	Iteration 26Q: 3 clusters Score -572200.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -572215.187500 Penalty: 2865.236328
	Iteration 27Q: 3 clusters Score -572215.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -572226.875000 Penalty: 2865.236328
	Iteration 28Q: 3 clusters Score -572226.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -572238.375000 Penalty: 2865.236328
	Iteration 29Q: 3 clusters Score -572238.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -572245.000000 Penalty: 2865.236328
	Iteration 30Q: 3 clusters Score -572245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -572249.812500 Penalty: 2865.236328
	Iteration 31Q: 3 clusters Score -572249.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -572256.875000 Penalty: 2865.236328
	Iteration 32Q: 3 clusters Score -572256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -572258.812500 Penalty: 2865.236328
	Iteration 33Q: 3 clusters Score -572258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -572260.375000 Penalty: 2865.236328
	Iteration 34Q: 3 clusters Score -572260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -572262.500000 Penalty: 2865.236328
	Iteration 35Q: 3 clusters Score -572262.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -572263.812500 Penalty: 2865.236328
	Iteration 36Q: 3 clusters Score -572263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -572265.562500 Penalty: 2865.236328
	Iteration 37Q: 3 clusters Score -572265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -572268.812500 Penalty: 2865.236328
	Iteration 38Q: 3 clusters Score -572268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -572271.375000 Penalty: 2865.236328
	Iteration 39Q: 3 clusters Score -572271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -572270.437500 Penalty: 2865.236328
	Iteration 40F: 3 clusters Score -572270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -572272.312500 Penalty: 2865.236328
	Iteration 41Q: 3 clusters Score -572272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -572273.437500 Penalty: 2865.236328
	Iteration 42Q: 3 clusters Score -572273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -572273.562500 Penalty: 2865.236328
	Iteration 43Q: 3 clusters Score -572273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -572275.125000 Penalty: 2865.236328
	Iteration 44Q: 3 clusters Score -572275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -572276.250000 Penalty: 2865.236328
	Iteration 45Q: 3 clusters Score -572276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -572275.937500 Penalty: 2865.236328
	Iteration 46Q: 3 clusters Score -572275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -572275.875000 Penalty: 2865.236328
	Iteration 47Q: 3 clusters Score -572275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -572276.250000 Penalty: 2865.236328
	Iteration 48Q: 3 clusters Score -572276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -572278.437500 Penalty: 2865.236328
	Iteration 49Q: 3 clusters Score -572278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -572278.437500 Penalty: 2865.236328
	Iteration 50F: 3 clusters Score -572278.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Entering Unmasked Estep 
Score: -2069908.750000 Penalty: 1621.687500
	Iteration 0F: 2 clusters Score -2069909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2055229.000000 Penalty: 3243.375000
	Iteration 0F: 3 clusters Score -2055229 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2060739.375000 Penalty: 3243.375000
	Iteration 1F: 3 clusters Score -2060739 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2061273.000000 Penalty: 3243.375000
	Iteration 2F: 3 clusters Score -2061273 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2062000.875000 Penalty: 3243.375000
	Iteration 3F: 3 clusters Score -2062001 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2063048.250000 Penalty: 3243.375000
	Iteration 4F: 3 clusters Score -2063048 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2064472.750000 Penalty: 3243.375000
	Iteration 5F: 3 clusters Score -2064473 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2065898.250000 Penalty: 3243.375000
	Iteration 6F: 3 clusters Score -2065898 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2066972.875000 Penalty: 3243.375000
	Iteration 7F: 3 clusters Score -2066973 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2067638.250000 Penalty: 3243.375000
	Iteration 8Q: 3 clusters Score -2067638 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2068032.125000 Penalty: 3243.375000
	Iteration 9Q: 3 clusters Score -2068032 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2068227.875000 Penalty: 3243.375000
	Iteration 10Q: 3 clusters Score -2068228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2068341.125000 Penalty: 3243.375000
	Iteration 11Q: 3 clusters Score -2068341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2068434.500000 Penalty: 3243.375000
	Iteration 12Q: 3 clusters Score -2068434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2068504.750000 Penalty: 3243.375000
	Iteration 13Q: 3 clusters Score -2068505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2068548.625000 Penalty: 3243.375000
	Iteration 14Q: 3 clusters Score -2068549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2068589.000000 Penalty: 3243.375000
	Iteration 15Q: 3 clusters Score -2068589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2068617.250000 Penalty: 3243.375000
	Iteration 16Q: 3 clusters Score -2068617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2068642.625000 Penalty: 3243.375000
	Iteration 17Q: 3 clusters Score -2068643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2068662.250000 Penalty: 3243.375000
	Iteration 18Q: 3 clusters Score -2068662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2068679.500000 Penalty: 3243.375000
	Iteration 19Q: 3 clusters Score -2068680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2068687.875000 Penalty: 3243.375000
	Iteration 20F: 3 clusters Score -2068688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2068700.875000 Penalty: 3243.375000
	Iteration 21Q: 3 clusters Score -2068701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2068704.125000 Penalty: 3243.375000
	Iteration 22Q: 3 clusters Score -2068704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2068710.625000 Penalty: 3243.375000
	Iteration 23Q: 3 clusters Score -2068711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2068715.375000 Penalty: 3243.375000
	Iteration 24Q: 3 clusters Score -2068715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2068716.250000 Penalty: 3243.375000
	Iteration 25Q: 3 clusters Score -2068716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2068713.750000 Penalty: 3243.375000
	Iteration 26Q: 3 clusters Score -2068714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2068714.250000 Penalty: 3243.375000
	Iteration 27Q: 3 clusters Score -2068714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2068714.000000 Penalty: 3243.375000
	Iteration 28Q: 3 clusters Score -2068714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2068714.625000 Penalty: 3243.375000
	Iteration 29Q: 3 clusters Score -2068715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2068714.625000 Penalty: 3243.375000
	Iteration 30F: 3 clusters Score -2068715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -149582.281250 Penalty: 1199.291504
	Iteration 0F: 2 clusters Score -149582.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -147761.875000 Penalty: 2398.583008
	Iteration 0F: 3 clusters Score -147761.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -148159.484375 Penalty: 2398.583008
	Iteration 1F: 3 clusters Score -148159.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -148234.515625 Penalty: 2398.583008
	Iteration 2F: 3 clusters Score -148234.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -148269.671875 Penalty: 2398.583008
	Iteration 3Q: 3 clusters Score -148269.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -148303.531250 Penalty: 2398.583008
	Iteration 4Q: 3 clusters Score -148303.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -148319.937500 Penalty: 2398.583008
	Iteration 5Q: 3 clusters Score -148319.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -148334.375000 Penalty: 2398.583008
	Iteration 6Q: 3 clusters Score -148334.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -148346.218750 Penalty: 2398.583008
	Iteration 7Q: 3 clusters Score -148346.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -148356.218750 Penalty: 2398.583008
	Iteration 8Q: 3 clusters Score -148356.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -148371.734375 Penalty: 2398.583008
	Iteration 9Q: 3 clusters Score -148371.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148384.046875 Penalty: 2398.583008
	Iteration 10Q: 3 clusters Score -148384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148394.921875 Penalty: 2398.583008
	Iteration 11Q: 3 clusters Score -148394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148408.281250 Penalty: 2398.583008
	Iteration 12Q: 3 clusters Score -148408.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -148417.171875 Penalty: 2398.583008
	Iteration 13Q: 3 clusters Score -148417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148427.234375 Penalty: 2398.583008
	Iteration 14Q: 3 clusters Score -148427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148433.343750 Penalty: 2398.583008
	Iteration 15Q: 3 clusters Score -148433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -148437.031250 Penalty: 2398.583008
	Iteration 16Q: 3 clusters Score -148437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -148439.968750 Penalty: 2398.583008
	Iteration 17Q: 3 clusters Score -148440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -148440.765625 Penalty: 2398.583008
	Iteration 18Q: 3 clusters Score -148440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148442.890625 Penalty: 2398.583008
	Iteration 19Q: 3 clusters Score -148442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148444.484375 Penalty: 2398.583008
	Iteration 20F: 3 clusters Score -148444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148445.796875 Penalty: 2398.583008
	Iteration 21Q: 3 clusters Score -148445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -148446.843750 Penalty: 2398.583008
	Iteration 22Q: 3 clusters Score -148446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148447.265625 Penalty: 2398.583008
	Iteration 23Q: 3 clusters Score -148447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148447.500000 Penalty: 2398.583008
	Iteration 24Q: 3 clusters Score -148447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -148447.937500 Penalty: 2398.583008
	Iteration 25Q: 3 clusters Score -148447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -148448.406250 Penalty: 2398.583008
	Iteration 26Q: 3 clusters Score -148448.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148449.796875 Penalty: 2398.583008
	Iteration 27Q: 3 clusters Score -148449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -148450.421875 Penalty: 2398.583008
	Iteration 28Q: 3 clusters Score -148450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -148451.015625 Penalty: 2398.583008
	Iteration 29Q: 3 clusters Score -148451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -148452.343750 Penalty: 2398.583008
	Iteration 30Q: 3 clusters Score -148452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -148453.015625 Penalty: 2398.583008
	Iteration 31Q: 3 clusters Score -148453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -148454.296875 Penalty: 2398.583008
	Iteration 32Q: 3 clusters Score -148454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -148455.015625 Penalty: 2398.583008
	Iteration 33Q: 3 clusters Score -148455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -148455.125000 Penalty: 2398.583008
	Iteration 34Q: 3 clusters Score -148455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -148455.125000 Penalty: 2398.583008
	Iteration 35F: 3 clusters Score -148455.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Entering Unmasked Estep 
Score: -2199139.250000 Penalty: 1627.151367
	Iteration 0F: 2 clusters Score -2199139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2184376.750000 Penalty: 3254.302734
	Iteration 0F: 3 clusters Score -2184377 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2189692.000000 Penalty: 3254.302734
	Iteration 1F: 3 clusters Score -2189692 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2189964.000000 Penalty: 3254.302734
	Iteration 2Q: 3 clusters Score -2189964 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2190259.500000 Penalty: 3254.302734
	Iteration 3Q: 3 clusters Score -2190260 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2190664.000000 Penalty: 3254.302734
	Iteration 4Q: 3 clusters Score -2190664 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2191216.500000 Penalty: 3254.302734
	Iteration 5Q: 3 clusters Score -2191216 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2192064.000000 Penalty: 3254.302734
	Iteration 6F: 3 clusters Score -2192064 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2193234.500000 Penalty: 3254.302734
	Iteration 7F: 3 clusters Score -2193234 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2194706.250000 Penalty: 3254.302734
	Iteration 8F: 3 clusters Score -2194706 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2196117.250000 Penalty: 3254.302734
	Iteration 9F: 3 clusters Score -2196117 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2196732.000000 Penalty: 3254.302734
	Iteration 10F: 3 clusters Score -2196732 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2196868.000000 Penalty: 3254.302734
	Iteration 11Q: 3 clusters Score -2196868 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2196942.000000 Penalty: 3254.302734
	Iteration 12Q: 3 clusters Score -2196942 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2197006.000000 Penalty: 3254.302734
	Iteration 13Q: 3 clusters Score -2197006 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2197051.750000 Penalty: 3254.302734
	Iteration 14Q: 3 clusters Score -2197052 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2197099.000000 Penalty: 3254.302734
	Iteration 15Q: 3 clusters Score -2197099 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2197092.750000 Penalty: 3254.302734
	Iteration 16Q: 3 clusters Score -2197093 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2197116.750000 Penalty: 3254.302734
	Iteration 17Q: 3 clusters Score -2197117 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2197123.250000 Penalty: 3254.302734
	Iteration 18Q: 3 clusters Score -2197123 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2197122.750000 Penalty: 3254.302734
	Iteration 19Q: 3 clusters Score -2197123 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2197121.750000 Penalty: 3254.302734
	Iteration 20F: 3 clusters Score -2197122 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2197145.000000 Penalty: 3254.302734
	Iteration 21Q: 3 clusters Score -2197145 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2197156.250000 Penalty: 3254.302734
	Iteration 22Q: 3 clusters Score -2197156 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2197163.500000 Penalty: 3254.302734
	Iteration 23Q: 3 clusters Score -2197164 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2197156.500000 Penalty: 3254.302734
	Iteration 24Q: 3 clusters Score -2197156 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2197147.500000 Penalty: 3254.302734
	Iteration 25Q: 3 clusters Score -2197148 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2197130.000000 Penalty: 3254.302734
	Iteration 26Q: 3 clusters Score -2197130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2197123.250000 Penalty: 3254.302734
	Iteration 27Q: 3 clusters Score -2197123 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2197115.000000 Penalty: 3254.302734
	Iteration 28Q: 3 clusters Score -2197115 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2197117.000000 Penalty: 3254.302734
	Iteration 29Q: 3 clusters Score -2197117 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2197123.000000 Penalty: 3254.302734
	Iteration 30Q: 3 clusters Score -2197123 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2197114.250000 Penalty: 3254.302734
	Iteration 31Q: 3 clusters Score -2197114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2197108.750000 Penalty: 3254.302734
	Iteration 32Q: 3 clusters Score -2197109 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2197108.500000 Penalty: 3254.302734
	Iteration 33Q: 3 clusters Score -2197108 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2197106.250000 Penalty: 3254.302734
	Iteration 34Q: 3 clusters Score -2197106 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2197105.000000 Penalty: 3254.302734
	Iteration 35Q: 3 clusters Score -2197105 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2197103.500000 Penalty: 3254.302734
	Iteration 36Q: 3 clusters Score -2197104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2197113.250000 Penalty: 3254.302734
	Iteration 37Q: 3 clusters Score -2197113 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2197110.250000 Penalty: 3254.302734
	Iteration 38Q: 3 clusters Score -2197110 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2197108.750000 Penalty: 3254.302734
	Iteration 39Q: 3 clusters Score -2197109 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2197106.500000 Penalty: 3254.302734
	Iteration 40F: 3 clusters Score -2197106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2197110.250000 Penalty: 3254.302734
	Iteration 41Q: 3 clusters Score -2197110 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2197102.250000 Penalty: 3254.302734
	Iteration 42Q: 3 clusters Score -2197102 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2197110.000000 Penalty: 3254.302734
	Iteration 43Q: 3 clusters Score -2197110 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2197110.750000 Penalty: 3254.302734
	Iteration 44Q: 3 clusters Score -2197111 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2197124.250000 Penalty: 3254.302734
	Iteration 45Q: 3 clusters Score -2197124 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2197135.750000 Penalty: 3254.302734
	Iteration 46Q: 3 clusters Score -2197136 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2197164.500000 Penalty: 3254.302734
	Iteration 47Q: 3 clusters Score -2197164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2197230.250000 Penalty: 3254.302734
	Iteration 48Q: 3 clusters Score -2197230 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2197261.500000 Penalty: 3254.302734
	Iteration 49Q: 3 clusters Score -2197262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2197308.000000 Penalty: 3254.302734
	Iteration 50Q: 3 clusters Score -2197308 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2197333.250000 Penalty: 3254.302734
	Iteration 51Q: 3 clusters Score -2197333 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2197368.500000 Penalty: 3254.302734
	Iteration 52Q: 3 clusters Score -2197368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2197388.500000 Penalty: 3254.302734
	Iteration 53Q: 3 clusters Score -2197388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2197395.250000 Penalty: 3254.302734
	Iteration 54Q: 3 clusters Score -2197395 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2197416.000000 Penalty: 3254.302734
	Iteration 55Q: 3 clusters Score -2197416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2197428.000000 Penalty: 3254.302734
	Iteration 56Q: 3 clusters Score -2197428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2197438.000000 Penalty: 3254.302734
	Iteration 57Q: 3 clusters Score -2197438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2197452.500000 Penalty: 3254.302734
	Iteration 58Q: 3 clusters Score -2197452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2197459.250000 Penalty: 3254.302734
	Iteration 59Q: 3 clusters Score -2197459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2197477.500000 Penalty: 3254.302734
	Iteration 60F: 3 clusters Score -2197478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2197493.250000 Penalty: 3254.302734
	Iteration 61Q: 3 clusters Score -2197493 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2197505.000000 Penalty: 3254.302734
	Iteration 62Q: 3 clusters Score -2197505 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2197516.000000 Penalty: 3254.302734
	Iteration 63Q: 3 clusters Score -2197516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2197520.500000 Penalty: 3254.302734
	Iteration 64Q: 3 clusters Score -2197520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2197538.250000 Penalty: 3254.302734
	Iteration 65Q: 3 clusters Score -2197538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2197548.500000 Penalty: 3254.302734
	Iteration 66Q: 3 clusters Score -2197548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2197550.750000 Penalty: 3254.302734
	Iteration 67Q: 3 clusters Score -2197551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2197551.250000 Penalty: 3254.302734
	Iteration 68Q: 3 clusters Score -2197551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2197559.250000 Penalty: 3254.302734
	Iteration 69Q: 3 clusters Score -2197559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2197561.750000 Penalty: 3254.302734
	Iteration 70Q: 3 clusters Score -2197562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2197562.250000 Penalty: 3254.302734
	Iteration 71Q: 3 clusters Score -2197562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2197561.500000 Penalty: 3254.302734
	Iteration 72Q: 3 clusters Score -2197562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2197558.750000 Penalty: 3254.302734
	Iteration 73Q: 3 clusters Score -2197559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2197558.000000 Penalty: 3254.302734
	Iteration 74Q: 3 clusters Score -2197558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2197557.750000 Penalty: 3254.302734
	Iteration 75Q: 3 clusters Score -2197558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2197556.250000 Penalty: 3254.302734
	Iteration 76Q: 3 clusters Score -2197556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2197557.750000 Penalty: 3254.302734
	Iteration 77Q: 3 clusters Score -2197558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2197564.250000 Penalty: 3254.302734
	Iteration 78Q: 3 clusters Score -2197564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2197561.750000 Penalty: 3254.302734
	Iteration 79Q: 3 clusters Score -2197562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2197567.500000 Penalty: 3254.302734
	Iteration 80F: 3 clusters Score -2197568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2197566.250000 Penalty: 3254.302734
	Iteration 81Q: 3 clusters Score -2197566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2197567.750000 Penalty: 3254.302734
	Iteration 82Q: 3 clusters Score -2197568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2197571.250000 Penalty: 3254.302734
	Iteration 83Q: 3 clusters Score -2197571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2197569.750000 Penalty: 3254.302734
	Iteration 84Q: 3 clusters Score -2197570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2197574.750000 Penalty: 3254.302734
	Iteration 85Q: 3 clusters Score -2197575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2197572.250000 Penalty: 3254.302734
	Iteration 86Q: 3 clusters Score -2197572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2197573.750000 Penalty: 3254.302734
	Iteration 87Q: 3 clusters Score -2197574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2197575.750000 Penalty: 3254.302734
	Iteration 88Q: 3 clusters Score -2197576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2197577.500000 Penalty: 3254.302734
	Iteration 89Q: 3 clusters Score -2197578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2197578.750000 Penalty: 3254.302734
	Iteration 90Q: 3 clusters Score -2197579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2197578.250000 Penalty: 3254.302734
	Iteration 91Q: 3 clusters Score -2197578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2197576.000000 Penalty: 3254.302734
	Iteration 92Q: 3 clusters Score -2197576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2197579.000000 Penalty: 3254.302734
	Iteration 93Q: 3 clusters Score -2197579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2197579.500000 Penalty: 3254.302734
	Iteration 94Q: 3 clusters Score -2197580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2197589.000000 Penalty: 3254.302734
	Iteration 95Q: 3 clusters Score -2197589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2197587.000000 Penalty: 3254.302734
	Iteration 96Q: 3 clusters Score -2197587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2197589.000000 Penalty: 3254.302734
	Iteration 97Q: 3 clusters Score -2197589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2197592.750000 Penalty: 3254.302734
	Iteration 98Q: 3 clusters Score -2197593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2197595.250000 Penalty: 3254.302734
	Iteration 99Q: 3 clusters Score -2197595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2197596.250000 Penalty: 3254.302734
	Iteration 100F: 3 clusters Score -2197596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2197600.250000 Penalty: 3254.302734
	Iteration 101Q: 3 clusters Score -2197600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2197598.500000 Penalty: 3254.302734
	Iteration 102Q: 3 clusters Score -2197598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2197601.250000 Penalty: 3254.302734
	Iteration 103Q: 3 clusters Score -2197601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2197601.000000 Penalty: 3254.302734
	Iteration 104Q: 3 clusters Score -2197601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2197601.250000 Penalty: 3254.302734
	Iteration 105Q: 3 clusters Score -2197601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2197603.750000 Penalty: 3254.302734
	Iteration 106Q: 3 clusters Score -2197604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2197607.750000 Penalty: 3254.302734
	Iteration 107Q: 3 clusters Score -2197608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2197607.000000 Penalty: 3254.302734
	Iteration 108Q: 3 clusters Score -2197607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2197617.250000 Penalty: 3254.302734
	Iteration 109Q: 3 clusters Score -2197617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2197621.500000 Penalty: 3254.302734
	Iteration 110Q: 3 clusters Score -2197622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2197619.250000 Penalty: 3254.302734
	Iteration 111Q: 3 clusters Score -2197619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2197624.250000 Penalty: 3254.302734
	Iteration 112Q: 3 clusters Score -2197624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2197626.500000 Penalty: 3254.302734
	Iteration 113Q: 3 clusters Score -2197626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2197628.750000 Penalty: 3254.302734
	Iteration 114Q: 3 clusters Score -2197629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2197628.250000 Penalty: 3254.302734
	Iteration 115Q: 3 clusters Score -2197628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2197636.500000 Penalty: 3254.302734
	Iteration 116Q: 3 clusters Score -2197636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2197639.750000 Penalty: 3254.302734
	Iteration 117Q: 3 clusters Score -2197640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2197640.250000 Penalty: 3254.302734
	Iteration 118Q: 3 clusters Score -2197640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2197642.250000 Penalty: 3254.302734
	Iteration 119Q: 3 clusters Score -2197642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2197643.500000 Penalty: 3254.302734
	Iteration 120F: 3 clusters Score -2197644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2197641.250000 Penalty: 3254.302734
	Iteration 121Q: 3 clusters Score -2197641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2197641.250000 Penalty: 3254.302734
	Iteration 122Q: 3 clusters Score -2197641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2197638.000000 Penalty: 3254.302734
	Iteration 123Q: 3 clusters Score -2197638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2197640.000000 Penalty: 3254.302734
	Iteration 124Q: 3 clusters Score -2197640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2197638.750000 Penalty: 3254.302734
	Iteration 125Q: 3 clusters Score -2197639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2197644.750000 Penalty: 3254.302734
	Iteration 126Q: 3 clusters Score -2197645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2197644.500000 Penalty: 3254.302734
	Iteration 127Q: 3 clusters Score -2197644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2197645.250000 Penalty: 3254.302734
	Iteration 128Q: 3 clusters Score -2197645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2197643.750000 Penalty: 3254.302734
	Iteration 129Q: 3 clusters Score -2197644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2197646.000000 Penalty: 3254.302734
	Iteration 130Q: 3 clusters Score -2197646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2197644.500000 Penalty: 3254.302734
	Iteration 131Q: 3 clusters Score -2197644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2197641.500000 Penalty: 3254.302734
	Iteration 132Q: 3 clusters Score -2197642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2197642.250000 Penalty: 3254.302734
	Iteration 133Q: 3 clusters Score -2197642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2197644.000000 Penalty: 3254.302734
	Iteration 134Q: 3 clusters Score -2197644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2197642.750000 Penalty: 3254.302734
	Iteration 135Q: 3 clusters Score -2197643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2197641.000000 Penalty: 3254.302734
	Iteration 136Q: 3 clusters Score -2197641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2197643.250000 Penalty: 3254.302734
	Iteration 137Q: 3 clusters Score -2197643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2197645.250000 Penalty: 3254.302734
	Iteration 138Q: 3 clusters Score -2197645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2197648.750000 Penalty: 3254.302734
	Iteration 139Q: 3 clusters Score -2197649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2197648.250000 Penalty: 3254.302734
	Iteration 140F: 3 clusters Score -2197648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2197643.500000 Penalty: 3254.302734
	Iteration 141Q: 3 clusters Score -2197644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2197646.500000 Penalty: 3254.302734
	Iteration 142Q: 3 clusters Score -2197646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2197647.500000 Penalty: 3254.302734
	Iteration 143Q: 3 clusters Score -2197648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2197650.000000 Penalty: 3254.302734
	Iteration 144Q: 3 clusters Score -2197650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2197649.000000 Penalty: 3254.302734
	Iteration 145Q: 3 clusters Score -2197649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2197649.500000 Penalty: 3254.302734
	Iteration 146Q: 3 clusters Score -2197650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2197651.750000 Penalty: 3254.302734
	Iteration 147Q: 3 clusters Score -2197652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2197657.500000 Penalty: 3254.302734
	Iteration 148Q: 3 clusters Score -2197658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2197657.250000 Penalty: 3254.302734
	Iteration 149Q: 3 clusters Score -2197657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2197653.500000 Penalty: 3254.302734
	Iteration 150Q: 3 clusters Score -2197654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2197656.750000 Penalty: 3254.302734
	Iteration 151Q: 3 clusters Score -2197657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2197660.500000 Penalty: 3254.302734
	Iteration 152Q: 3 clusters Score -2197660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2197663.750000 Penalty: 3254.302734
	Iteration 153Q: 3 clusters Score -2197664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2197662.750000 Penalty: 3254.302734
	Iteration 154Q: 3 clusters Score -2197663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2197659.250000 Penalty: 3254.302734
	Iteration 155Q: 3 clusters Score -2197659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2197657.000000 Penalty: 3254.302734
	Iteration 156Q: 3 clusters Score -2197657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2197658.750000 Penalty: 3254.302734
	Iteration 157Q: 3 clusters Score -2197659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2197661.750000 Penalty: 3254.302734
	Iteration 158Q: 3 clusters Score -2197662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2197661.000000 Penalty: 3254.302734
	Iteration 159Q: 3 clusters Score -2197661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2197662.500000 Penalty: 3254.302734
	Iteration 160F: 3 clusters Score -2197662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2197662.500000 Penalty: 3254.302734
	Iteration 161Q: 3 clusters Score -2197662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2197660.500000 Penalty: 3254.302734
	Iteration 162Q: 3 clusters Score -2197660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2197661.750000 Penalty: 3254.302734
	Iteration 163Q: 3 clusters Score -2197662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2197662.000000 Penalty: 3254.302734
	Iteration 164Q: 3 clusters Score -2197662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2197664.000000 Penalty: 3254.302734
	Iteration 165Q: 3 clusters Score -2197664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2197659.750000 Penalty: 3254.302734
	Iteration 166Q: 3 clusters Score -2197660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2197663.750000 Penalty: 3254.302734
	Iteration 167Q: 3 clusters Score -2197664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2197665.000000 Penalty: 3254.302734
	Iteration 168Q: 3 clusters Score -2197665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2197667.500000 Penalty: 3254.302734
	Iteration 169Q: 3 clusters Score -2197668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2197669.750000 Penalty: 3254.302734
	Iteration 170Q: 3 clusters Score -2197670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2197671.250000 Penalty: 3254.302734
	Iteration 171Q: 3 clusters Score -2197671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2197669.250000 Penalty: 3254.302734
	Iteration 172Q: 3 clusters Score -2197669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2197668.500000 Penalty: 3254.302734
	Iteration 173Q: 3 clusters Score -2197668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2197668.500000 Penalty: 3254.302734
	Iteration 174Q: 3 clusters Score -2197668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2197670.750000 Penalty: 3254.302734
	Iteration 175Q: 3 clusters Score -2197671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2197669.500000 Penalty: 3254.302734
	Iteration 176Q: 3 clusters Score -2197670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2197670.500000 Penalty: 3254.302734
	Iteration 177Q: 3 clusters Score -2197670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2197668.250000 Penalty: 3254.302734
	Iteration 178Q: 3 clusters Score -2197668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2197671.000000 Penalty: 3254.302734
	Iteration 179Q: 3 clusters Score -2197671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2197672.000000 Penalty: 3254.302734
	Iteration 180F: 3 clusters Score -2197672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2197673.250000 Penalty: 3254.302734
	Iteration 181Q: 3 clusters Score -2197673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2197672.250000 Penalty: 3254.302734
	Iteration 182Q: 3 clusters Score -2197672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2197669.250000 Penalty: 3254.302734
	Iteration 183Q: 3 clusters Score -2197669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2197668.500000 Penalty: 3254.302734
	Iteration 184Q: 3 clusters Score -2197668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2197671.250000 Penalty: 3254.302734
	Iteration 185Q: 3 clusters Score -2197671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2197674.500000 Penalty: 3254.302734
	Iteration 186Q: 3 clusters Score -2197674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2197671.000000 Penalty: 3254.302734
	Iteration 187Q: 3 clusters Score -2197671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2197670.000000 Penalty: 3254.302734
	Iteration 188Q: 3 clusters Score -2197670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2197668.500000 Penalty: 3254.302734
	Iteration 189Q: 3 clusters Score -2197668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2197670.000000 Penalty: 3254.302734
	Iteration 190Q: 3 clusters Score -2197670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2197674.500000 Penalty: 3254.302734
	Iteration 191Q: 3 clusters Score -2197674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2197676.500000 Penalty: 3254.302734
	Iteration 192Q: 3 clusters Score -2197676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2197676.250000 Penalty: 3254.302734
	Iteration 193Q: 3 clusters Score -2197676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2197675.000000 Penalty: 3254.302734
	Iteration 194Q: 3 clusters Score -2197675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2197684.000000 Penalty: 3254.302734
	Iteration 195Q: 3 clusters Score -2197684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2197681.250000 Penalty: 3254.302734
	Iteration 196Q: 3 clusters Score -2197681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2197684.750000 Penalty: 3254.302734
	Iteration 197Q: 3 clusters Score -2197685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2197685.500000 Penalty: 3254.302734
	Iteration 198Q: 3 clusters Score -2197686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2197688.250000 Penalty: 3254.302734
	Iteration 199Q: 3 clusters Score -2197688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2197691.500000 Penalty: 3254.302734
	Iteration 200F: 3 clusters Score -2197692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2197691.250000 Penalty: 3254.302734
	Iteration 201Q: 3 clusters Score -2197691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2197698.750000 Penalty: 3254.302734
	Iteration 202Q: 3 clusters Score -2197699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2197700.500000 Penalty: 3254.302734
	Iteration 203Q: 3 clusters Score -2197700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2197708.750000 Penalty: 3254.302734
	Iteration 204Q: 3 clusters Score -2197709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2197708.000000 Penalty: 3254.302734
	Iteration 205Q: 3 clusters Score -2197708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2197713.750000 Penalty: 3254.302734
	Iteration 206Q: 3 clusters Score -2197714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2197719.000000 Penalty: 3254.302734
	Iteration 207Q: 3 clusters Score -2197719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2197724.750000 Penalty: 3254.302734
	Iteration 208Q: 3 clusters Score -2197725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2197722.000000 Penalty: 3254.302734
	Iteration 209Q: 3 clusters Score -2197722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2197724.000000 Penalty: 3254.302734
	Iteration 210Q: 3 clusters Score -2197724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2197723.250000 Penalty: 3254.302734
	Iteration 211Q: 3 clusters Score -2197723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2197726.750000 Penalty: 3254.302734
	Iteration 212Q: 3 clusters Score -2197727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2197723.750000 Penalty: 3254.302734
	Iteration 213Q: 3 clusters Score -2197724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2197726.000000 Penalty: 3254.302734
	Iteration 214Q: 3 clusters Score -2197726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2197732.500000 Penalty: 3254.302734
	Iteration 215Q: 3 clusters Score -2197732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2197734.250000 Penalty: 3254.302734
	Iteration 216Q: 3 clusters Score -2197734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2197729.750000 Penalty: 3254.302734
	Iteration 217Q: 3 clusters Score -2197730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2197727.500000 Penalty: 3254.302734
	Iteration 218Q: 3 clusters Score -2197728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2197728.000000 Penalty: 3254.302734
	Iteration 219Q: 3 clusters Score -2197728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2197728.500000 Penalty: 3254.302734
	Iteration 220F: 3 clusters Score -2197728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2197731.500000 Penalty: 3254.302734
	Iteration 221Q: 3 clusters Score -2197732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2197734.750000 Penalty: 3254.302734
	Iteration 222Q: 3 clusters Score -2197735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2197733.250000 Penalty: 3254.302734
	Iteration 223Q: 3 clusters Score -2197733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2197727.750000 Penalty: 3254.302734
	Iteration 224Q: 3 clusters Score -2197728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2197728.000000 Penalty: 3254.302734
	Iteration 225Q: 3 clusters Score -2197728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2197729.750000 Penalty: 3254.302734
	Iteration 226Q: 3 clusters Score -2197730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2197731.500000 Penalty: 3254.302734
	Iteration 227Q: 3 clusters Score -2197732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2197726.250000 Penalty: 3254.302734
	Iteration 228Q: 3 clusters Score -2197726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2197726.750000 Penalty: 3254.302734
	Iteration 229Q: 3 clusters Score -2197727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2197726.750000 Penalty: 3254.302734
	Iteration 230F: 3 clusters Score -2197727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -739070.562500 Penalty: 1453.701294
	Iteration 0F: 2 clusters Score -739070.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -733342.437500 Penalty: 2907.402588
	Iteration 0F: 3 clusters Score -733342.4 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -735053.687500 Penalty: 2907.402588
	Iteration 1F: 3 clusters Score -735053.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -735263.375000 Penalty: 2907.402588
	Iteration 2F: 3 clusters Score -735263.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -735421.312500 Penalty: 2907.402588
	Iteration 3F: 3 clusters Score -735421.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -735561.250000 Penalty: 2907.402588
	Iteration 4Q: 3 clusters Score -735561.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -735699.187500 Penalty: 2907.402588
	Iteration 5Q: 3 clusters Score -735699.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -735850.312500 Penalty: 2907.402588
	Iteration 6Q: 3 clusters Score -735850.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -735983.000000 Penalty: 2907.402588
	Iteration 7Q: 3 clusters Score -735983 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -736098.250000 Penalty: 2907.402588
	Iteration 8Q: 3 clusters Score -736098.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -736226.250000 Penalty: 2907.402588
	Iteration 9Q: 3 clusters Score -736226.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -736357.062500 Penalty: 2907.402588
	Iteration 10Q: 3 clusters Score -736357.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -736490.625000 Penalty: 2907.402588
	Iteration 11Q: 3 clusters Score -736490.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -736625.000000 Penalty: 2907.402588
	Iteration 12Q: 3 clusters Score -736625 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -736809.500000 Penalty: 2907.402588
	Iteration 13Q: 3 clusters Score -736809.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -737018.562500 Penalty: 2907.402588
	Iteration 14Q: 3 clusters Score -737018.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -737163.937500 Penalty: 2907.402588
	Iteration 15Q: 3 clusters Score -737163.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -737284.625000 Penalty: 2907.402588
	Iteration 16Q: 3 clusters Score -737284.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -737388.187500 Penalty: 2907.402588
	Iteration 17Q: 3 clusters Score -737388.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -737482.187500 Penalty: 2907.402588
	Iteration 18Q: 3 clusters Score -737482.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -737567.750000 Penalty: 2907.402588
	Iteration 19Q: 3 clusters Score -737567.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -737639.937500 Penalty: 2907.402588
	Iteration 20F: 3 clusters Score -737639.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -737699.937500 Penalty: 2907.402588
	Iteration 21Q: 3 clusters Score -737699.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -737763.500000 Penalty: 2907.402588
	Iteration 22Q: 3 clusters Score -737763.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -737829.500000 Penalty: 2907.402588
	Iteration 23Q: 3 clusters Score -737829.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -737878.875000 Penalty: 2907.402588
	Iteration 24Q: 3 clusters Score -737878.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -737937.000000 Penalty: 2907.402588
	Iteration 25Q: 3 clusters Score -737937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -737990.437500 Penalty: 2907.402588
	Iteration 26Q: 3 clusters Score -737990.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -738045.625000 Penalty: 2907.402588
	Iteration 27Q: 3 clusters Score -738045.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -738108.875000 Penalty: 2907.402588
	Iteration 28Q: 3 clusters Score -738108.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -738154.312500 Penalty: 2907.402588
	Iteration 29Q: 3 clusters Score -738154.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -738207.000000 Penalty: 2907.402588
	Iteration 30Q: 3 clusters Score -738207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -738232.000000 Penalty: 2907.402588
	Iteration 31Q: 3 clusters Score -738232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -738251.687500 Penalty: 2907.402588
	Iteration 32Q: 3 clusters Score -738251.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -738266.687500 Penalty: 2907.402588
	Iteration 33Q: 3 clusters Score -738266.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -738276.375000 Penalty: 2907.402588
	Iteration 34Q: 3 clusters Score -738276.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -738283.437500 Penalty: 2907.402588
	Iteration 35Q: 3 clusters Score -738283.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -738290.000000 Penalty: 2907.402588
	Iteration 36Q: 3 clusters Score -738290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -738293.937500 Penalty: 2907.402588
	Iteration 37Q: 3 clusters Score -738293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -738298.500000 Penalty: 2907.402588
	Iteration 38Q: 3 clusters Score -738298.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -738297.500000 Penalty: 2907.402588
	Iteration 39Q: 3 clusters Score -738297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -738299.687500 Penalty: 2907.402588
	Iteration 40F: 3 clusters Score -738299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -738299.375000 Penalty: 2907.402588
	Iteration 41Q: 3 clusters Score -738299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -738299.375000 Penalty: 2907.402588
	Iteration 42F: 3 clusters Score -738299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Entering Unmasked Estep 
Score: -522215.250000 Penalty: 1405.449951
	Iteration 0F: 2 clusters Score -522215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -517836.343750 Penalty: 2810.899902
	Iteration 0F: 3 clusters Score -517836.3 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -519096.156250 Penalty: 2810.899902
	Iteration 1F: 3 clusters Score -519096.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -519297.406250 Penalty: 2810.899902
	Iteration 2F: 3 clusters Score -519297.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -519448.718750 Penalty: 2810.899902
	Iteration 3F: 3 clusters Score -519448.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -519585.156250 Penalty: 2810.899902
	Iteration 4Q: 3 clusters Score -519585.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -519703.437500 Penalty: 2810.899902
	Iteration 5Q: 3 clusters Score -519703.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -519800.843750 Penalty: 2810.899902
	Iteration 6Q: 3 clusters Score -519800.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -519884.000000 Penalty: 2810.899902
	Iteration 7Q: 3 clusters Score -519884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -519938.906250 Penalty: 2810.899902
	Iteration 8Q: 3 clusters Score -519938.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -519977.468750 Penalty: 2810.899902
	Iteration 9Q: 3 clusters Score -519977.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -520021.031250 Penalty: 2810.899902
	Iteration 10Q: 3 clusters Score -520021 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -520059.406250 Penalty: 2810.899902
	Iteration 11Q: 3 clusters Score -520059.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -520097.062500 Penalty: 2810.899902
	Iteration 12Q: 3 clusters Score -520097.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -520124.000000 Penalty: 2810.899902
	Iteration 13Q: 3 clusters Score -520124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -520151.656250 Penalty: 2810.899902
	Iteration 14Q: 3 clusters Score -520151.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -520183.000000 Penalty: 2810.899902
	Iteration 15Q: 3 clusters Score -520183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -520215.437500 Penalty: 2810.899902
	Iteration 16Q: 3 clusters Score -520215.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -520243.468750 Penalty: 2810.899902
	Iteration 17Q: 3 clusters Score -520243.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -520273.906250 Penalty: 2810.899902
	Iteration 18Q: 3 clusters Score -520273.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -520310.000000 Penalty: 2810.899902
	Iteration 19Q: 3 clusters Score -520310 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -520345.750000 Penalty: 2810.899902
	Iteration 20F: 3 clusters Score -520345.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520378.406250 Penalty: 2810.899902
	Iteration 21Q: 3 clusters Score -520378.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -520415.562500 Penalty: 2810.899902
	Iteration 22Q: 3 clusters Score -520415.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -520446.187500 Penalty: 2810.899902
	Iteration 23Q: 3 clusters Score -520446.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -520476.687500 Penalty: 2810.899902
	Iteration 24Q: 3 clusters Score -520476.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -520504.156250 Penalty: 2810.899902
	Iteration 25Q: 3 clusters Score -520504.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -520531.218750 Penalty: 2810.899902
	Iteration 26Q: 3 clusters Score -520531.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -520549.562500 Penalty: 2810.899902
	Iteration 27Q: 3 clusters Score -520549.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -520567.281250 Penalty: 2810.899902
	Iteration 28Q: 3 clusters Score -520567.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -520577.562500 Penalty: 2810.899902
	Iteration 29Q: 3 clusters Score -520577.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -520591.375000 Penalty: 2810.899902
	Iteration 30Q: 3 clusters Score -520591.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -520600.500000 Penalty: 2810.899902
	Iteration 31Q: 3 clusters Score -520600.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -520608.718750 Penalty: 2810.899902
	Iteration 32Q: 3 clusters Score -520608.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -520612.343750 Penalty: 2810.899902
	Iteration 33Q: 3 clusters Score -520612.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -520613.531250 Penalty: 2810.899902
	Iteration 34Q: 3 clusters Score -520613.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -520615.843750 Penalty: 2810.899902
	Iteration 35Q: 3 clusters Score -520615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -520617.125000 Penalty: 2810.899902
	Iteration 36Q: 3 clusters Score -520617.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -520620.437500 Penalty: 2810.899902
	Iteration 37Q: 3 clusters Score -520620.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -520623.343750 Penalty: 2810.899902
	Iteration 38Q: 3 clusters Score -520623.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -520625.562500 Penalty: 2810.899902
	Iteration 39Q: 3 clusters Score -520625.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -520629.781250 Penalty: 2810.899902
	Iteration 40F: 3 clusters Score -520629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -520630.343750 Penalty: 2810.899902
	Iteration 41Q: 3 clusters Score -520630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -520631.968750 Penalty: 2810.899902
	Iteration 42Q: 3 clusters Score -520632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -520632.531250 Penalty: 2810.899902
	Iteration 43Q: 3 clusters Score -520632.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -520633.843750 Penalty: 2810.899902
	Iteration 44Q: 3 clusters Score -520633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -520634.656250 Penalty: 2810.899902
	Iteration 45Q: 3 clusters Score -520634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -520635.687500 Penalty: 2810.899902
	Iteration 46Q: 3 clusters Score -520635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -520636.093750 Penalty: 2810.899902
	Iteration 47Q: 3 clusters Score -520636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -520637.562500 Penalty: 2810.899902
	Iteration 48Q: 3 clusters Score -520637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -520639.093750 Penalty: 2810.899902
	Iteration 49Q: 3 clusters Score -520639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -520639.843750 Penalty: 2810.899902
	Iteration 50Q: 3 clusters Score -520639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -520640.250000 Penalty: 2810.899902
	Iteration 51Q: 3 clusters Score -520640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -520641.750000 Penalty: 2810.899902
	Iteration 52Q: 3 clusters Score -520641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -520642.312500 Penalty: 2810.899902
	Iteration 53Q: 3 clusters Score -520642.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -520643.687500 Penalty: 2810.899902
	Iteration 54Q: 3 clusters Score -520643.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -520645.343750 Penalty: 2810.899902
	Iteration 55Q: 3 clusters Score -520645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -520648.781250 Penalty: 2810.899902
	Iteration 56Q: 3 clusters Score -520648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -520647.718750 Penalty: 2810.899902
	Iteration 57Q: 3 clusters Score -520647.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -520649.500000 Penalty: 2810.899902
	Iteration 58Q: 3 clusters Score -520649.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -520652.187500 Penalty: 2810.899902
	Iteration 59Q: 3 clusters Score -520652.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -520652.593750 Penalty: 2810.899902
	Iteration 60F: 3 clusters Score -520652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -520652.687500 Penalty: 2810.899902
	Iteration 61Q: 3 clusters Score -520652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -520652.531250 Penalty: 2810.899902
	Iteration 62Q: 3 clusters Score -520652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -520652.968750 Penalty: 2810.899902
	Iteration 63Q: 3 clusters Score -520653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -520653.750000 Penalty: 2810.899902
	Iteration 64Q: 3 clusters Score -520653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -520652.843750 Penalty: 2810.899902
	Iteration 65Q: 3 clusters Score -520652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -520652.843750 Penalty: 2810.899902
	Iteration 66F: 3 clusters Score -520652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -910962.250000 Penalty: 1494.833740
	Iteration 0F: 2 clusters Score -910962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -903905.750000 Penalty: 2989.667480
	Iteration 0F: 3 clusters Score -903905.8 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -906278.937500 Penalty: 2989.667480
	Iteration 1F: 3 clusters Score -906278.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -906679.125000 Penalty: 2989.667480
	Iteration 2F: 3 clusters Score -906679.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -907032.187500 Penalty: 2989.667480
	Iteration 3F: 3 clusters Score -907032.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -907338.312500 Penalty: 2989.667480
	Iteration 4F: 3 clusters Score -907338.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -907592.937500 Penalty: 2989.667480
	Iteration 5F: 3 clusters Score -907592.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -907824.000000 Penalty: 2989.667480
	Iteration 6Q: 3 clusters Score -907824 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -908042.812500 Penalty: 2989.667480
	Iteration 7Q: 3 clusters Score -908042.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -908221.875000 Penalty: 2989.667480
	Iteration 8Q: 3 clusters Score -908221.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -908389.625000 Penalty: 2989.667480
	Iteration 9Q: 3 clusters Score -908389.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -908582.375000 Penalty: 2989.667480
	Iteration 10Q: 3 clusters Score -908582.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -908764.375000 Penalty: 2989.667480
	Iteration 11Q: 3 clusters Score -908764.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -908945.812500 Penalty: 2989.667480
	Iteration 12Q: 3 clusters Score -908945.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -909095.687500 Penalty: 2989.667480
	Iteration 13Q: 3 clusters Score -909095.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -909250.187500 Penalty: 2989.667480
	Iteration 14Q: 3 clusters Score -909250.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -909416.687500 Penalty: 2989.667480
	Iteration 15Q: 3 clusters Score -909416.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -909598.625000 Penalty: 2989.667480
	Iteration 16Q: 3 clusters Score -909598.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -909790.250000 Penalty: 2989.667480
	Iteration 17Q: 3 clusters Score -909790.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -909913.562500 Penalty: 2989.667480
	Iteration 18Q: 3 clusters Score -909913.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -909993.312500 Penalty: 2989.667480
	Iteration 19Q: 3 clusters Score -909993.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -910049.750000 Penalty: 2989.667480
	Iteration 20F: 3 clusters Score -910049.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -910086.125000 Penalty: 2989.667480
	Iteration 21Q: 3 clusters Score -910086.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -910117.500000 Penalty: 2989.667480
	Iteration 22Q: 3 clusters Score -910117.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -910144.875000 Penalty: 2989.667480
	Iteration 23Q: 3 clusters Score -910144.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -910159.375000 Penalty: 2989.667480
	Iteration 24Q: 3 clusters Score -910159.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -910166.312500 Penalty: 2989.667480
	Iteration 25Q: 3 clusters Score -910166.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -910172.250000 Penalty: 2989.667480
	Iteration 26Q: 3 clusters Score -910172.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -910177.687500 Penalty: 2989.667480
	Iteration 27Q: 3 clusters Score -910177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -910178.937500 Penalty: 2989.667480
	Iteration 28Q: 3 clusters Score -910178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -910182.312500 Penalty: 2989.667480
	Iteration 29Q: 3 clusters Score -910182.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -910187.062500 Penalty: 2989.667480
	Iteration 30Q: 3 clusters Score -910187.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -910191.687500 Penalty: 2989.667480
	Iteration 31Q: 3 clusters Score -910191.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -910193.750000 Penalty: 2989.667480
	Iteration 32Q: 3 clusters Score -910193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -910193.250000 Penalty: 2989.667480
	Iteration 33Q: 3 clusters Score -910193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -910193.250000 Penalty: 2989.667480
	Iteration 34F: 3 clusters Score -910193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Entering Unmasked Estep 
Score: -1996146.000000 Penalty: 1619.152954
	Iteration 0F: 2 clusters Score -1996146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1981808.125000 Penalty: 3238.305908
	Iteration 0F: 3 clusters Score -1981808 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1986880.625000 Penalty: 3238.305908
	Iteration 1F: 3 clusters Score -1986881 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1987264.875000 Penalty: 3238.305908
	Iteration 2F: 3 clusters Score -1987265 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1987664.750000 Penalty: 3238.305908
	Iteration 3Q: 3 clusters Score -1987665 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1988136.875000 Penalty: 3238.305908
	Iteration 4Q: 3 clusters Score -1988137 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1988730.250000 Penalty: 3238.305908
	Iteration 5Q: 3 clusters Score -1988730 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1989503.250000 Penalty: 3238.305908
	Iteration 6F: 3 clusters Score -1989503 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1990455.875000 Penalty: 3238.305908
	Iteration 7F: 3 clusters Score -1990456 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1991507.750000 Penalty: 3238.305908
	Iteration 8F: 3 clusters Score -1991508 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1992451.750000 Penalty: 3238.305908
	Iteration 9F: 3 clusters Score -1992452 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1993177.250000 Penalty: 3238.305908
	Iteration 10Q: 3 clusters Score -1993177 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1993648.125000 Penalty: 3238.305908
	Iteration 11Q: 3 clusters Score -1993648 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1993998.750000 Penalty: 3238.305908
	Iteration 12Q: 3 clusters Score -1993999 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1994227.875000 Penalty: 3238.305908
	Iteration 13Q: 3 clusters Score -1994228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1994404.625000 Penalty: 3238.305908
	Iteration 14Q: 3 clusters Score -1994405 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1994503.875000 Penalty: 3238.305908
	Iteration 15Q: 3 clusters Score -1994504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1994574.750000 Penalty: 3238.305908
	Iteration 16Q: 3 clusters Score -1994575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1994612.500000 Penalty: 3238.305908
	Iteration 17Q: 3 clusters Score -1994612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1994639.250000 Penalty: 3238.305908
	Iteration 18Q: 3 clusters Score -1994639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1994664.875000 Penalty: 3238.305908
	Iteration 19Q: 3 clusters Score -1994665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1994679.625000 Penalty: 3238.305908
	Iteration 20F: 3 clusters Score -1994680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1994690.000000 Penalty: 3238.305908
	Iteration 21Q: 3 clusters Score -1994690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1994710.750000 Penalty: 3238.305908
	Iteration 22Q: 3 clusters Score -1994711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1994726.250000 Penalty: 3238.305908
	Iteration 23Q: 3 clusters Score -1994726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1994733.125000 Penalty: 3238.305908
	Iteration 24Q: 3 clusters Score -1994733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1994737.125000 Penalty: 3238.305908
	Iteration 25Q: 3 clusters Score -1994737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1994741.250000 Penalty: 3238.305908
	Iteration 26Q: 3 clusters Score -1994741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1994743.375000 Penalty: 3238.305908
	Iteration 27Q: 3 clusters Score -1994743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1994743.625000 Penalty: 3238.305908
	Iteration 28Q: 3 clusters Score -1994744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1994743.625000 Penalty: 3238.305908
	Iteration 29F: 3 clusters Score -1994744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -93336.593750 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -93336.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91856.015625 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -91856.02 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -92139.757812 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -92139.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92230.593750 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -92230.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92297.382812 Penalty: 2259.947510
	Iteration 3Q: 3 clusters Score -92297.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92377.867188 Penalty: 2259.947510
	Iteration 4Q: 3 clusters Score -92377.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -92468.890625 Penalty: 2259.947510
	Iteration 5Q: 3 clusters Score -92468.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92528.648438 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -92528.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -92581.148438 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -92581.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -92615.421875 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -92615.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92631.023438 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -92631.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -92639.062500 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -92639.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92646.320312 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -92646.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92658.468750 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -92658.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -92664.507812 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -92664.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92669.539062 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -92669.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92673.664062 Penalty: 2259.947510
	Iteration 15Q: 3 clusters Score -92673.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92673.664062 Penalty: 2259.947510
	Iteration 16F: 3 clusters Score -92673.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -104227.867188 Penalty: 1149.268555
	Iteration 0F: 2 clusters Score -104227.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -102647.843750 Penalty: 2298.537109
	Iteration 0F: 3 clusters Score -102647.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102961.718750 Penalty: 2298.537109
	Iteration 1F: 3 clusters Score -102961.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103039.421875 Penalty: 2298.537109
	Iteration 2F: 3 clusters Score -103039.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103082.101562 Penalty: 2298.537109
	Iteration 3Q: 3 clusters Score -103082.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103111.945312 Penalty: 2298.537109
	Iteration 4Q: 3 clusters Score -103111.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103124.171875 Penalty: 2298.537109
	Iteration 5Q: 3 clusters Score -103124.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103136.406250 Penalty: 2298.537109
	Iteration 6Q: 3 clusters Score -103136.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103144.109375 Penalty: 2298.537109
	Iteration 7Q: 3 clusters Score -103144.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103154.679688 Penalty: 2298.537109
	Iteration 8Q: 3 clusters Score -103154.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103167.937500 Penalty: 2298.537109
	Iteration 9Q: 3 clusters Score -103167.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -103180.226562 Penalty: 2298.537109
	Iteration 10Q: 3 clusters Score -103180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103190.343750 Penalty: 2298.537109
	Iteration 11Q: 3 clusters Score -103190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103196.515625 Penalty: 2298.537109
	Iteration 12Q: 3 clusters Score -103196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103203.203125 Penalty: 2298.537109
	Iteration 13Q: 3 clusters Score -103203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103205.687500 Penalty: 2298.537109
	Iteration 14Q: 3 clusters Score -103205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103206.812500 Penalty: 2298.537109
	Iteration 15Q: 3 clusters Score -103206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103209.226562 Penalty: 2298.537109
	Iteration 16Q: 3 clusters Score -103209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103209.789062 Penalty: 2298.537109
	Iteration 17Q: 3 clusters Score -103209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103210.578125 Penalty: 2298.537109
	Iteration 18Q: 3 clusters Score -103210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103211.031250 Penalty: 2298.537109
	Iteration 19Q: 3 clusters Score -103211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103212.992188 Penalty: 2298.537109
	Iteration 20F: 3 clusters Score -103213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -68962.515625 Penalty: 1078.979858
	Iteration 0F: 2 clusters Score -68962.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67693.304688 Penalty: 2157.959717
	Iteration 0F: 3 clusters Score -67693.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67925.968750 Penalty: 2157.959717
	Iteration 1F: 3 clusters Score -67925.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68031.421875 Penalty: 2157.959717
	Iteration 2F: 3 clusters Score -68031.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68075.578125 Penalty: 2157.959717
	Iteration 3Q: 3 clusters Score -68075.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68097.679688 Penalty: 2157.959717
	Iteration 4Q: 3 clusters Score -68097.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68112.421875 Penalty: 2157.959717
	Iteration 5Q: 3 clusters Score -68112.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68133.304688 Penalty: 2157.959717
	Iteration 6Q: 3 clusters Score -68133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68152.187500 Penalty: 2157.959717
	Iteration 7Q: 3 clusters Score -68152.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68168.101562 Penalty: 2157.959717
	Iteration 8Q: 3 clusters Score -68168.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68184.460938 Penalty: 2157.959717
	Iteration 9Q: 3 clusters Score -68184.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68214.046875 Penalty: 2157.959717
	Iteration 10Q: 3 clusters Score -68214.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68250.898438 Penalty: 2157.959717
	Iteration 11Q: 3 clusters Score -68250.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68290.070312 Penalty: 2157.959717
	Iteration 12Q: 3 clusters Score -68290.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68358.140625 Penalty: 2157.959717
	Iteration 13Q: 3 clusters Score -68358.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68416.867188 Penalty: 2157.959717
	Iteration 14Q: 3 clusters Score -68416.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68486.234375 Penalty: 2157.959717
	Iteration 15Q: 3 clusters Score -68486.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -68565.937500 Penalty: 2157.959717
	Iteration 16Q: 3 clusters Score -68565.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68623.171875 Penalty: 2157.959717
	Iteration 17Q: 3 clusters Score -68623.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -68660.679688 Penalty: 2157.959717
	Iteration 18Q: 3 clusters Score -68660.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -68692.687500 Penalty: 2157.959717
	Iteration 19Q: 3 clusters Score -68692.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -68731.312500 Penalty: 2157.959717
	Iteration 20F: 3 clusters Score -68731.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -68767.210938 Penalty: 2157.959717
	Iteration 21Q: 3 clusters Score -68767.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -68788.835938 Penalty: 2157.959717
	Iteration 22Q: 3 clusters Score -68788.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68794.757812 Penalty: 2157.959717
	Iteration 23Q: 3 clusters Score -68794.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68794.757812 Penalty: 2157.959717
	Iteration 24F: 3 clusters Score -68794.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -102066.671875 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -102066.7 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 655 members 
Entering Unmasked Estep 
Score: -100467.835938 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -100467.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -100821.093750 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -100821.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -100919.015625 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -100919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -100977.265625 Penalty: 2328.534180
	Iteration 3Q: 3 clusters Score -100977.3 nChanged 44
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: -101019.867188 Penalty: 2328.534180
	Iteration 4Q: 3 clusters Score -101019.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -101065.898438 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -101065.9 nChanged 41
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: -101108.843750 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -101108.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101134.617188 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -101134.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101155.007812 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -101155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -101172.117188 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -101172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101180.632812 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -101180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101186.960938 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -101187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101189.429688 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -101189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101192.835938 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -101192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101197.195312 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -101197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101203.398438 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -101203.4 nChanged 8
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: -101212.210938 Penalty: 2328.534180
	Iteration 16Q: 3 clusters Score -101212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101221.960938 Penalty: 2328.534180
	Iteration 17Q: 3 clusters Score -101222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101227.007812 Penalty: 2328.534180
	Iteration 18Q: 3 clusters Score -101227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101233.156250 Penalty: 2328.534180
	Iteration 19Q: 3 clusters Score -101233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101237.742188 Penalty: 2328.534180
	Iteration 20F: 3 clusters Score -101237.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101241.195312 Penalty: 2328.534180
	Iteration 21Q: 3 clusters Score -101241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101242.296875 Penalty: 2328.534180
	Iteration 22Q: 3 clusters Score -101242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101242.296875 Penalty: 2328.534180
	Iteration 23F: 3 clusters Score -101242.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -500588.781250 Penalty: 1393.082764
	Iteration 0F: 2 clusters Score -500588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -496432.187500 Penalty: 2786.165527
	Iteration 0F: 3 clusters Score -496432.2 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -497527.656250 Penalty: 2786.165527
	Iteration 1F: 3 clusters Score -497527.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -497704.000000 Penalty: 2786.165527
	Iteration 2F: 3 clusters Score -497704 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -497842.593750 Penalty: 2786.165527
	Iteration 3F: 3 clusters Score -497842.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -497929.437500 Penalty: 2786.165527
	Iteration 4Q: 3 clusters Score -497929.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -498021.156250 Penalty: 2786.165527
	Iteration 5Q: 3 clusters Score -498021.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -498126.875000 Penalty: 2786.165527
	Iteration 6Q: 3 clusters Score -498126.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -498245.250000 Penalty: 2786.165527
	Iteration 7Q: 3 clusters Score -498245.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -498366.250000 Penalty: 2786.165527
	Iteration 8Q: 3 clusters Score -498366.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -498511.000000 Penalty: 2786.165527
	Iteration 9Q: 3 clusters Score -498511 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -498652.156250 Penalty: 2786.165527
	Iteration 10Q: 3 clusters Score -498652.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -498784.562500 Penalty: 2786.165527
	Iteration 11Q: 3 clusters Score -498784.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -498901.093750 Penalty: 2786.165527
	Iteration 12Q: 3 clusters Score -498901.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -498993.437500 Penalty: 2786.165527
	Iteration 13Q: 3 clusters Score -498993.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -499088.468750 Penalty: 2786.165527
	Iteration 14Q: 3 clusters Score -499088.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -499165.000000 Penalty: 2786.165527
	Iteration 15Q: 3 clusters Score -499165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -499230.093750 Penalty: 2786.165527
	Iteration 16Q: 3 clusters Score -499230.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -499269.375000 Penalty: 2786.165527
	Iteration 17Q: 3 clusters Score -499269.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -499287.750000 Penalty: 2786.165527
	Iteration 18Q: 3 clusters Score -499287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -499297.062500 Penalty: 2786.165527
	Iteration 19Q: 3 clusters Score -499297.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -499308.343750 Penalty: 2786.165527
	Iteration 20F: 3 clusters Score -499308.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -499317.656250 Penalty: 2786.165527
	Iteration 21Q: 3 clusters Score -499317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -499323.937500 Penalty: 2786.165527
	Iteration 22Q: 3 clusters Score -499323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -499329.687500 Penalty: 2786.165527
	Iteration 23Q: 3 clusters Score -499329.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -499339.187500 Penalty: 2786.165527
	Iteration 24Q: 3 clusters Score -499339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -499341.781250 Penalty: 2786.165527
	Iteration 25Q: 3 clusters Score -499341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -499342.687500 Penalty: 2786.165527
	Iteration 26Q: 3 clusters Score -499342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -499348.062500 Penalty: 2786.165527
	Iteration 27Q: 3 clusters Score -499348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -499353.187500 Penalty: 2786.165527
	Iteration 28Q: 3 clusters Score -499353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -499359.500000 Penalty: 2786.165527
	Iteration 29Q: 3 clusters Score -499359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -499364.593750 Penalty: 2786.165527
	Iteration 30Q: 3 clusters Score -499364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -499372.531250 Penalty: 2786.165527
	Iteration 31Q: 3 clusters Score -499372.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -499377.250000 Penalty: 2786.165527
	Iteration 32Q: 3 clusters Score -499377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -499384.406250 Penalty: 2786.165527
	Iteration 33Q: 3 clusters Score -499384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -499390.656250 Penalty: 2786.165527
	Iteration 34Q: 3 clusters Score -499390.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -499394.250000 Penalty: 2786.165527
	Iteration 35Q: 3 clusters Score -499394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -499395.750000 Penalty: 2786.165527
	Iteration 36Q: 3 clusters Score -499395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -499395.750000 Penalty: 2786.165527
	Iteration 37F: 3 clusters Score -499395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -107771.304688 Penalty: 1150.640991
	Iteration 0F: 2 clusters Score -107771.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106227.304688 Penalty: 2301.281982
	Iteration 0F: 3 clusters Score -106227.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -106519.148438 Penalty: 2301.281982
	Iteration 1F: 3 clusters Score -106519.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106613.546875 Penalty: 2301.281982
	Iteration 2F: 3 clusters Score -106613.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106674.492188 Penalty: 2301.281982
	Iteration 3Q: 3 clusters Score -106674.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -106724.750000 Penalty: 2301.281982
	Iteration 4Q: 3 clusters Score -106724.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106752.257812 Penalty: 2301.281982
	Iteration 5Q: 3 clusters Score -106752.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106771.242188 Penalty: 2301.281982
	Iteration 6Q: 3 clusters Score -106771.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106779.187500 Penalty: 2301.281982
	Iteration 7Q: 3 clusters Score -106779.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106783.710938 Penalty: 2301.281982
	Iteration 8Q: 3 clusters Score -106783.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106786.015625 Penalty: 2301.281982
	Iteration 9Q: 3 clusters Score -106786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106786.015625 Penalty: 2301.281982
	Iteration 10F: 3 clusters Score -106786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -233870.203125 Penalty: 1275.894897
	Iteration 0F: 2 clusters Score -233870.2 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 1269 members 
Entering Unmasked Estep 
Score: -231421.312500 Penalty: 2551.789795
	Iteration 0F: 3 clusters Score -231421.3 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -232056.093750 Penalty: 2551.789795
	Iteration 1F: 3 clusters Score -232056.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -232217.609375 Penalty: 2551.789795
	Iteration 2F: 3 clusters Score -232217.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -232364.468750 Penalty: 2551.789795
	Iteration 3F: 3 clusters Score -232364.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -232459.093750 Penalty: 2551.789795
	Iteration 4Q: 3 clusters Score -232459.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -232520.265625 Penalty: 2551.789795
	Iteration 5Q: 3 clusters Score -232520.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -232566.359375 Penalty: 2551.789795
	Iteration 6Q: 3 clusters Score -232566.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -232606.640625 Penalty: 2551.789795
	Iteration 7Q: 3 clusters Score -232606.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -232656.828125 Penalty: 2551.789795
	Iteration 8Q: 3 clusters Score -232656.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -232718.546875 Penalty: 2551.789795
	Iteration 9Q: 3 clusters Score -232718.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -232768.046875 Penalty: 2551.789795
	Iteration 10Q: 3 clusters Score -232768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -232800.671875 Penalty: 2551.789795
	Iteration 11Q: 3 clusters Score -232800.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232839.718750 Penalty: 2551.789795
	Iteration 12Q: 3 clusters Score -232839.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -232875.109375 Penalty: 2551.789795
	Iteration 13Q: 3 clusters Score -232875.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -232901.875000 Penalty: 2551.789795
	Iteration 14Q: 3 clusters Score -232901.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -232928.437500 Penalty: 2551.789795
	Iteration 15Q: 3 clusters Score -232928.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -232954.234375 Penalty: 2551.789795
	Iteration 16Q: 3 clusters Score -232954.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -232972.234375 Penalty: 2551.789795
	Iteration 17Q: 3 clusters Score -232972.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -232984.421875 Penalty: 2551.789795
	Iteration 18Q: 3 clusters Score -232984.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -232997.093750 Penalty: 2551.789795
	Iteration 19Q: 3 clusters Score -232997.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -233018.609375 Penalty: 2551.789795
	Iteration 20F: 3 clusters Score -233018.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -233035.546875 Penalty: 2551.789795
	Iteration 21Q: 3 clusters Score -233035.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -233049.046875 Penalty: 2551.789795
	Iteration 22Q: 3 clusters Score -233049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -233070.296875 Penalty: 2551.789795
	Iteration 23Q: 3 clusters Score -233070.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -233102.328125 Penalty: 2551.789795
	Iteration 24Q: 3 clusters Score -233102.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -233146.250000 Penalty: 2551.789795
	Iteration 25Q: 3 clusters Score -233146.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -233197.406250 Penalty: 2551.789795
	Iteration 26Q: 3 clusters Score -233197.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -233234.734375 Penalty: 2551.789795
	Iteration 27Q: 3 clusters Score -233234.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -233262.125000 Penalty: 2551.789795
	Iteration 28Q: 3 clusters Score -233262.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -233290.031250 Penalty: 2551.789795
	Iteration 29Q: 3 clusters Score -233290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -233318.281250 Penalty: 2551.789795
	Iteration 30Q: 3 clusters Score -233318.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -233346.078125 Penalty: 2551.789795
	Iteration 31Q: 3 clusters Score -233346.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -233360.015625 Penalty: 2551.789795
	Iteration 32Q: 3 clusters Score -233360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -233367.375000 Penalty: 2551.789795
	Iteration 33Q: 3 clusters Score -233367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -233370.265625 Penalty: 2551.789795
	Iteration 34Q: 3 clusters Score -233370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -233373.093750 Penalty: 2551.789795
	Iteration 35Q: 3 clusters Score -233373.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -233374.640625 Penalty: 2551.789795
	Iteration 36Q: 3 clusters Score -233374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -233375.640625 Penalty: 2551.789795
	Iteration 37Q: 3 clusters Score -233375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -233377.531250 Penalty: 2551.789795
	Iteration 38Q: 3 clusters Score -233377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -233379.296875 Penalty: 2551.789795
	Iteration 39Q: 3 clusters Score -233379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -233381.093750 Penalty: 2551.789795
	Iteration 40F: 3 clusters Score -233381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -233382.718750 Penalty: 2551.789795
	Iteration 41Q: 3 clusters Score -233382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -233383.281250 Penalty: 2551.789795
	Iteration 42Q: 3 clusters Score -233383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -233383.281250 Penalty: 2551.789795
	Iteration 43F: 3 clusters Score -233383.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -141956.703125 Penalty: 1195.499268
	Iteration 0F: 2 clusters Score -141956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -140123.984375 Penalty: 2390.998535
	Iteration 0F: 3 clusters Score -140124 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -140472.812500 Penalty: 2390.998535
	Iteration 1F: 3 clusters Score -140472.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -140564.765625 Penalty: 2390.998535
	Iteration 2F: 3 clusters Score -140564.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140614.750000 Penalty: 2390.998535
	Iteration 3Q: 3 clusters Score -140614.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140637.921875 Penalty: 2390.998535
	Iteration 4Q: 3 clusters Score -140637.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -140649.765625 Penalty: 2390.998535
	Iteration 5Q: 3 clusters Score -140649.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -140658.703125 Penalty: 2390.998535
	Iteration 6Q: 3 clusters Score -140658.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -140664.984375 Penalty: 2390.998535
	Iteration 7Q: 3 clusters Score -140665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140666.906250 Penalty: 2390.998535
	Iteration 8Q: 3 clusters Score -140666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140667.468750 Penalty: 2390.998535
	Iteration 9Q: 3 clusters Score -140667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140667.734375 Penalty: 2390.998535
	Iteration 10Q: 3 clusters Score -140667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140668.656250 Penalty: 2390.998535
	Iteration 11Q: 3 clusters Score -140668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -140670.187500 Penalty: 2390.998535
	Iteration 12Q: 3 clusters Score -140670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140673.171875 Penalty: 2390.998535
	Iteration 13Q: 3 clusters Score -140673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140677.140625 Penalty: 2390.998535
	Iteration 14Q: 3 clusters Score -140677.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140684.125000 Penalty: 2390.998535
	Iteration 15Q: 3 clusters Score -140684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -140689.203125 Penalty: 2390.998535
	Iteration 16Q: 3 clusters Score -140689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -140691.796875 Penalty: 2390.998535
	Iteration 17Q: 3 clusters Score -140691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140694.859375 Penalty: 2390.998535
	Iteration 18Q: 3 clusters Score -140694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -140696.984375 Penalty: 2390.998535
	Iteration 19Q: 3 clusters Score -140697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -140698.140625 Penalty: 2390.998535
	Iteration 20F: 3 clusters Score -140698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -140699.875000 Penalty: 2390.998535
	Iteration 21Q: 3 clusters Score -140699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -140700.625000 Penalty: 2390.998535
	Iteration 22Q: 3 clusters Score -140700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -140701.500000 Penalty: 2390.998535
	Iteration 23Q: 3 clusters Score -140701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -140703.968750 Penalty: 2390.998535
	Iteration 24Q: 3 clusters Score -140704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -140709.781250 Penalty: 2390.998535
	Iteration 25Q: 3 clusters Score -140709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -140713.062500 Penalty: 2390.998535
	Iteration 26Q: 3 clusters Score -140713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -140715.625000 Penalty: 2390.998535
	Iteration 27Q: 3 clusters Score -140715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -140717.703125 Penalty: 2390.998535
	Iteration 28Q: 3 clusters Score -140717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -140720.015625 Penalty: 2390.998535
	Iteration 29Q: 3 clusters Score -140720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -140721.390625 Penalty: 2390.998535
	Iteration 30Q: 3 clusters Score -140721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -140722.125000 Penalty: 2390.998535
	Iteration 31Q: 3 clusters Score -140722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -140722.375000 Penalty: 2390.998535
	Iteration 32Q: 3 clusters Score -140722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -140722.531250 Penalty: 2390.998535
	Iteration 33Q: 3 clusters Score -140722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -140722.703125 Penalty: 2390.998535
	Iteration 34Q: 3 clusters Score -140722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -140722.703125 Penalty: 2390.998535
	Iteration 35F: 3 clusters Score -140722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (26574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Entering Unmasked Estep 
Score: -2498601.000000 Penalty: 1655.499390
	Iteration 0F: 2 clusters Score -2498601 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 13206 members 
Entering Unmasked Estep 
Score: -2480813.250000 Penalty: 3310.998779
	Iteration 0F: 3 clusters Score -2480813 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2487507.000000 Penalty: 3310.998779
	Iteration 1F: 3 clusters Score -2487507 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2487856.000000 Penalty: 3310.998779
	Iteration 2Q: 3 clusters Score -2487856 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2488208.750000 Penalty: 3310.998779
	Iteration 3Q: 3 clusters Score -2488209 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2488598.500000 Penalty: 3310.998779
	Iteration 4Q: 3 clusters Score -2488598 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2489081.250000 Penalty: 3310.998779
	Iteration 5Q: 3 clusters Score -2489081 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2489727.000000 Penalty: 3310.998779
	Iteration 6Q: 3 clusters Score -2489727 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2490588.500000 Penalty: 3310.998779
	Iteration 7F: 3 clusters Score -2490588 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2491689.500000 Penalty: 3310.998779
	Iteration 8F: 3 clusters Score -2491690 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2492879.000000 Penalty: 3310.998779
	Iteration 9F: 3 clusters Score -2492879 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2494040.500000 Penalty: 3310.998779
	Iteration 10F: 3 clusters Score -2494040 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2494978.000000 Penalty: 3310.998779
	Iteration 11Q: 3 clusters Score -2494978 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2495603.250000 Penalty: 3310.998779
	Iteration 12Q: 3 clusters Score -2495603 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2496030.750000 Penalty: 3310.998779
	Iteration 13Q: 3 clusters Score -2496031 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2496343.000000 Penalty: 3310.998779
	Iteration 14Q: 3 clusters Score -2496343 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2496565.000000 Penalty: 3310.998779
	Iteration 15Q: 3 clusters Score -2496565 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2496756.250000 Penalty: 3310.998779
	Iteration 16Q: 3 clusters Score -2496756 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2496877.000000 Penalty: 3310.998779
	Iteration 17Q: 3 clusters Score -2496877 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2496958.750000 Penalty: 3310.998779
	Iteration 18Q: 3 clusters Score -2496959 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2497039.000000 Penalty: 3310.998779
	Iteration 19Q: 3 clusters Score -2497039 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2497098.500000 Penalty: 3310.998779
	Iteration 20F: 3 clusters Score -2497098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2497131.750000 Penalty: 3310.998779
	Iteration 21Q: 3 clusters Score -2497132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2497159.500000 Penalty: 3310.998779
	Iteration 22Q: 3 clusters Score -2497160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2497184.000000 Penalty: 3310.998779
	Iteration 23Q: 3 clusters Score -2497184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2497202.250000 Penalty: 3310.998779
	Iteration 24Q: 3 clusters Score -2497202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2497212.000000 Penalty: 3310.998779
	Iteration 25Q: 3 clusters Score -2497212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2497221.500000 Penalty: 3310.998779
	Iteration 26Q: 3 clusters Score -2497222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2497236.000000 Penalty: 3310.998779
	Iteration 27Q: 3 clusters Score -2497236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2497236.000000 Penalty: 3310.998779
	Iteration 28Q: 3 clusters Score -2497236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2497242.500000 Penalty: 3310.998779
	Iteration 29Q: 3 clusters Score -2497242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2497248.250000 Penalty: 3310.998779
	Iteration 30Q: 3 clusters Score -2497248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2497248.250000 Penalty: 3310.998779
	Iteration 31F: 3 clusters Score -2497248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -447013.125000 Penalty: 1379.763062
	Iteration 0F: 2 clusters Score -447013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -443105.031250 Penalty: 2759.526123
	Iteration 0F: 3 clusters Score -443105 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -444180.062500 Penalty: 2759.526123
	Iteration 1F: 3 clusters Score -444180.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -444360.031250 Penalty: 2759.526123
	Iteration 2F: 3 clusters Score -444360 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -444508.843750 Penalty: 2759.526123
	Iteration 3F: 3 clusters Score -444508.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -444631.843750 Penalty: 2759.526123
	Iteration 4Q: 3 clusters Score -444631.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -444738.375000 Penalty: 2759.526123
	Iteration 5Q: 3 clusters Score -444738.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -444828.437500 Penalty: 2759.526123
	Iteration 6Q: 3 clusters Score -444828.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -444920.375000 Penalty: 2759.526123
	Iteration 7Q: 3 clusters Score -444920.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -445026.062500 Penalty: 2759.526123
	Iteration 8Q: 3 clusters Score -445026.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -445137.937500 Penalty: 2759.526123
	Iteration 9Q: 3 clusters Score -445137.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -445277.093750 Penalty: 2759.526123
	Iteration 10Q: 3 clusters Score -445277.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -445439.281250 Penalty: 2759.526123
	Iteration 11Q: 3 clusters Score -445439.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -445588.625000 Penalty: 2759.526123
	Iteration 12Q: 3 clusters Score -445588.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -445732.687500 Penalty: 2759.526123
	Iteration 13Q: 3 clusters Score -445732.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -445841.156250 Penalty: 2759.526123
	Iteration 14Q: 3 clusters Score -445841.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -445933.562500 Penalty: 2759.526123
	Iteration 15Q: 3 clusters Score -445933.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -445998.031250 Penalty: 2759.526123
	Iteration 16Q: 3 clusters Score -445998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -446039.031250 Penalty: 2759.526123
	Iteration 17Q: 3 clusters Score -446039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -446054.812500 Penalty: 2759.526123
	Iteration 18Q: 3 clusters Score -446054.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -446067.000000 Penalty: 2759.526123
	Iteration 19Q: 3 clusters Score -446067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -446081.281250 Penalty: 2759.526123
	Iteration 20F: 3 clusters Score -446081.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -446098.000000 Penalty: 2759.526123
	Iteration 21Q: 3 clusters Score -446098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -446119.218750 Penalty: 2759.526123
	Iteration 22Q: 3 clusters Score -446119.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -446137.500000 Penalty: 2759.526123
	Iteration 23Q: 3 clusters Score -446137.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -446148.031250 Penalty: 2759.526123
	Iteration 24Q: 3 clusters Score -446148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -446155.843750 Penalty: 2759.526123
	Iteration 25Q: 3 clusters Score -446155.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -446160.687500 Penalty: 2759.526123
	Iteration 26Q: 3 clusters Score -446160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -446161.906250 Penalty: 2759.526123
	Iteration 27Q: 3 clusters Score -446161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -446162.562500 Penalty: 2759.526123
	Iteration 28Q: 3 clusters Score -446162.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -446163.843750 Penalty: 2759.526123
	Iteration 29Q: 3 clusters Score -446163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -446168.562500 Penalty: 2759.526123
	Iteration 30Q: 3 clusters Score -446168.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -446174.000000 Penalty: 2759.526123
	Iteration 31Q: 3 clusters Score -446174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -446181.437500 Penalty: 2759.526123
	Iteration 32Q: 3 clusters Score -446181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -446187.750000 Penalty: 2759.526123
	Iteration 33Q: 3 clusters Score -446187.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -446192.625000 Penalty: 2759.526123
	Iteration 34Q: 3 clusters Score -446192.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -446199.250000 Penalty: 2759.526123
	Iteration 35Q: 3 clusters Score -446199.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -446204.375000 Penalty: 2759.526123
	Iteration 36Q: 3 clusters Score -446204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -446208.875000 Penalty: 2759.526123
	Iteration 37Q: 3 clusters Score -446208.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -446213.125000 Penalty: 2759.526123
	Iteration 38Q: 3 clusters Score -446213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -446216.562500 Penalty: 2759.526123
	Iteration 39Q: 3 clusters Score -446216.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -446217.750000 Penalty: 2759.526123
	Iteration 40F: 3 clusters Score -446217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -446217.218750 Penalty: 2759.526123
	Iteration 41Q: 3 clusters Score -446217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -446218.625000 Penalty: 2759.526123
	Iteration 42Q: 3 clusters Score -446218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -446219.187500 Penalty: 2759.526123
	Iteration 43Q: 3 clusters Score -446219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -446220.062500 Penalty: 2759.526123
	Iteration 44Q: 3 clusters Score -446220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -446220.437500 Penalty: 2759.526123
	Iteration 45Q: 3 clusters Score -446220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -446220.437500 Penalty: 2759.526123
	Iteration 46F: 3 clusters Score -446220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -135001.781250 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -135001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133226.921875 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -133226.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -133566.156250 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -133566.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -133697.453125 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -133697.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133832.750000 Penalty: 2377.229736
	Iteration 3F: 3 clusters Score -133832.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -133980.062500 Penalty: 2377.229736
	Iteration 4F: 3 clusters Score -133980.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134105.000000 Penalty: 2377.229736
	Iteration 5F: 3 clusters Score -134105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -134226.828125 Penalty: 2377.229736
	Iteration 6F: 3 clusters Score -134226.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -134338.375000 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -134338.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134405.328125 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -134405.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134450.968750 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -134451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134486.078125 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -134486.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134514.796875 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -134514.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134538.140625 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -134538.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134551.109375 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -134551.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134563.328125 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -134563.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -134575.656250 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -134575.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134586.328125 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -134586.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -134598.968750 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -134599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134606.515625 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -134606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134613.296875 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -134613.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134619.687500 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -134619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134623.906250 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -134623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134628.750000 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -134628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -134636.281250 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -134636.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -134645.140625 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -134645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134657.359375 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -134657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134662.671875 Penalty: 2377.229736
	Iteration 26Q: 3 clusters Score -134662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134664.437500 Penalty: 2377.229736
	Iteration 27Q: 3 clusters Score -134664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134664.437500 Penalty: 2377.229736
	Iteration 28F: 3 clusters Score -134664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -144461.000000 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -144461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -142584.625000 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -142584.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -143119.484375 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -143119.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -143275.984375 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -143276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -143386.890625 Penalty: 2434.059082
	Iteration 3F: 3 clusters Score -143386.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -143461.875000 Penalty: 2434.059082
	Iteration 4Q: 3 clusters Score -143461.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -143512.234375 Penalty: 2434.059082
	Iteration 5Q: 3 clusters Score -143512.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -143542.734375 Penalty: 2434.059082
	Iteration 6Q: 3 clusters Score -143542.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -143567.250000 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -143567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -143579.109375 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -143579.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -143589.109375 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -143589.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -143596.312500 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -143596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -143604.781250 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -143604.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -143610.875000 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -143610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -143612.718750 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -143612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -143613.484375 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -143613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -143615.625000 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -143615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -143616.703125 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -143616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -143617.546875 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -143617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -143617.546875 Penalty: 2434.059082
	Iteration 18F: 3 clusters Score -143617.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -124705.882812 Penalty: 1189.907959
	Iteration 0F: 2 clusters Score -124705.9 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 751 members 
Entering Unmasked Estep 
Score: -122921.570312 Penalty: 2379.815918
	Iteration 0F: 3 clusters Score -122921.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -123346.585938 Penalty: 2379.815918
	Iteration 1F: 3 clusters Score -123346.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -123512.914062 Penalty: 2379.815918
	Iteration 2F: 3 clusters Score -123512.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -123651.195312 Penalty: 2379.815918
	Iteration 3F: 3 clusters Score -123651.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -123825.601562 Penalty: 2379.815918
	Iteration 4F: 3 clusters Score -123825.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -123953.585938 Penalty: 2379.815918
	Iteration 5F: 3 clusters Score -123953.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124045.195312 Penalty: 2379.815918
	Iteration 6F: 3 clusters Score -124045.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124098.304688 Penalty: 2379.815918
	Iteration 7Q: 3 clusters Score -124098.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -124129.515625 Penalty: 2379.815918
	Iteration 8Q: 3 clusters Score -124129.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -124147.789062 Penalty: 2379.815918
	Iteration 9Q: 3 clusters Score -124147.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -124154.835938 Penalty: 2379.815918
	Iteration 10Q: 3 clusters Score -124154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124158.593750 Penalty: 2379.815918
	Iteration 11Q: 3 clusters Score -124158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -124161.125000 Penalty: 2379.815918
	Iteration 12Q: 3 clusters Score -124161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -124162.789062 Penalty: 2379.815918
	Iteration 13Q: 3 clusters Score -124162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -124163.304688 Penalty: 2379.815918
	Iteration 14Q: 3 clusters Score -124163.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -124163.304688 Penalty: 2379.815918
	Iteration 15F: 3 clusters Score -124163.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -398774.625000 Penalty: 1361.861450
	Iteration 0F: 2 clusters Score -398774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -395126.906250 Penalty: 2723.722900
	Iteration 0F: 3 clusters Score -395126.9 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -396118.093750 Penalty: 2723.722900
	Iteration 1F: 3 clusters Score -396118.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -396337.656250 Penalty: 2723.722900
	Iteration 2F: 3 clusters Score -396337.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396512.718750 Penalty: 2723.722900
	Iteration 3F: 3 clusters Score -396512.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -396655.031250 Penalty: 2723.722900
	Iteration 4F: 3 clusters Score -396655 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -396755.281250 Penalty: 2723.722900
	Iteration 5Q: 3 clusters Score -396755.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -396848.562500 Penalty: 2723.722900
	Iteration 6Q: 3 clusters Score -396848.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -396941.312500 Penalty: 2723.722900
	Iteration 7Q: 3 clusters Score -396941.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -397022.531250 Penalty: 2723.722900
	Iteration 8Q: 3 clusters Score -397022.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -397104.625000 Penalty: 2723.722900
	Iteration 9Q: 3 clusters Score -397104.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -397161.250000 Penalty: 2723.722900
	Iteration 10Q: 3 clusters Score -397161.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -397214.250000 Penalty: 2723.722900
	Iteration 11Q: 3 clusters Score -397214.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -397274.343750 Penalty: 2723.722900
	Iteration 12Q: 3 clusters Score -397274.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -397326.937500 Penalty: 2723.722900
	Iteration 13Q: 3 clusters Score -397326.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -397364.406250 Penalty: 2723.722900
	Iteration 14Q: 3 clusters Score -397364.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -397403.750000 Penalty: 2723.722900
	Iteration 15Q: 3 clusters Score -397403.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -397437.750000 Penalty: 2723.722900
	Iteration 16Q: 3 clusters Score -397437.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -397475.187500 Penalty: 2723.722900
	Iteration 17Q: 3 clusters Score -397475.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -397512.500000 Penalty: 2723.722900
	Iteration 18Q: 3 clusters Score -397512.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -397540.625000 Penalty: 2723.722900
	Iteration 19Q: 3 clusters Score -397540.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -397563.656250 Penalty: 2723.722900
	Iteration 20F: 3 clusters Score -397563.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -397582.062500 Penalty: 2723.722900
	Iteration 21Q: 3 clusters Score -397582.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -397604.937500 Penalty: 2723.722900
	Iteration 22Q: 3 clusters Score -397604.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -397638.562500 Penalty: 2723.722900
	Iteration 23Q: 3 clusters Score -397638.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -397689.500000 Penalty: 2723.722900
	Iteration 24Q: 3 clusters Score -397689.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -397733.343750 Penalty: 2723.722900
	Iteration 25Q: 3 clusters Score -397733.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -397761.125000 Penalty: 2723.722900
	Iteration 26Q: 3 clusters Score -397761.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -397782.187500 Penalty: 2723.722900
	Iteration 27Q: 3 clusters Score -397782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -397797.500000 Penalty: 2723.722900
	Iteration 28Q: 3 clusters Score -397797.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -397805.968750 Penalty: 2723.722900
	Iteration 29Q: 3 clusters Score -397806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -397812.343750 Penalty: 2723.722900
	Iteration 30Q: 3 clusters Score -397812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -397817.843750 Penalty: 2723.722900
	Iteration 31Q: 3 clusters Score -397817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -397821.593750 Penalty: 2723.722900
	Iteration 32Q: 3 clusters Score -397821.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -397823.906250 Penalty: 2723.722900
	Iteration 33Q: 3 clusters Score -397823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -397824.875000 Penalty: 2723.722900
	Iteration 34Q: 3 clusters Score -397824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -397824.875000 Penalty: 2723.722900
	Iteration 35F: 3 clusters Score -397824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -369780.093750 Penalty: 1344.334229
	Iteration 0F: 2 clusters Score -369780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -366473.437500 Penalty: 2688.668457
	Iteration 0F: 3 clusters Score -366473.4 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -367297.531250 Penalty: 2688.668457
	Iteration 1F: 3 clusters Score -367297.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -367465.500000 Penalty: 2688.668457
	Iteration 2F: 3 clusters Score -367465.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -367567.093750 Penalty: 2688.668457
	Iteration 3F: 3 clusters Score -367567.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -367646.531250 Penalty: 2688.668457
	Iteration 4Q: 3 clusters Score -367646.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -367719.062500 Penalty: 2688.668457
	Iteration 5Q: 3 clusters Score -367719.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -367774.562500 Penalty: 2688.668457
	Iteration 6Q: 3 clusters Score -367774.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -367825.343750 Penalty: 2688.668457
	Iteration 7Q: 3 clusters Score -367825.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -367864.593750 Penalty: 2688.668457
	Iteration 8Q: 3 clusters Score -367864.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -367898.656250 Penalty: 2688.668457
	Iteration 9Q: 3 clusters Score -367898.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -367928.500000 Penalty: 2688.668457
	Iteration 10Q: 3 clusters Score -367928.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -367951.968750 Penalty: 2688.668457
	Iteration 11Q: 3 clusters Score -367952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -367972.687500 Penalty: 2688.668457
	Iteration 12Q: 3 clusters Score -367972.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -367990.843750 Penalty: 2688.668457
	Iteration 13Q: 3 clusters Score -367990.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -368005.843750 Penalty: 2688.668457
	Iteration 14Q: 3 clusters Score -368005.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -368021.343750 Penalty: 2688.668457
	Iteration 15Q: 3 clusters Score -368021.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -368041.312500 Penalty: 2688.668457
	Iteration 16Q: 3 clusters Score -368041.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -368069.625000 Penalty: 2688.668457
	Iteration 17Q: 3 clusters Score -368069.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -368092.468750 Penalty: 2688.668457
	Iteration 18Q: 3 clusters Score -368092.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -368130.750000 Penalty: 2688.668457
	Iteration 19Q: 3 clusters Score -368130.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -368200.500000 Penalty: 2688.668457
	Iteration 20F: 3 clusters Score -368200.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -368300.937500 Penalty: 2688.668457
	Iteration 21Q: 3 clusters Score -368300.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -368416.468750 Penalty: 2688.668457
	Iteration 22Q: 3 clusters Score -368416.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -368533.406250 Penalty: 2688.668457
	Iteration 23Q: 3 clusters Score -368533.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -368670.343750 Penalty: 2688.668457
	Iteration 24Q: 3 clusters Score -368670.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -368810.781250 Penalty: 2688.668457
	Iteration 25Q: 3 clusters Score -368810.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -368924.375000 Penalty: 2688.668457
	Iteration 26Q: 3 clusters Score -368924.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -368991.406250 Penalty: 2688.668457
	Iteration 27Q: 3 clusters Score -368991.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -369043.281250 Penalty: 2688.668457
	Iteration 28Q: 3 clusters Score -369043.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -369077.687500 Penalty: 2688.668457
	Iteration 29Q: 3 clusters Score -369077.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -369093.062500 Penalty: 2688.668457
	Iteration 30Q: 3 clusters Score -369093.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -369101.125000 Penalty: 2688.668457
	Iteration 31Q: 3 clusters Score -369101.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -369105.812500 Penalty: 2688.668457
	Iteration 32Q: 3 clusters Score -369105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -369110.843750 Penalty: 2688.668457
	Iteration 33Q: 3 clusters Score -369110.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -369115.281250 Penalty: 2688.668457
	Iteration 34Q: 3 clusters Score -369115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -369117.812500 Penalty: 2688.668457
	Iteration 35Q: 3 clusters Score -369117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369118.531250 Penalty: 2688.668457
	Iteration 36Q: 3 clusters Score -369118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -369119.875000 Penalty: 2688.668457
	Iteration 37Q: 3 clusters Score -369119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -369120.406250 Penalty: 2688.668457
	Iteration 38Q: 3 clusters Score -369120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -369120.750000 Penalty: 2688.668457
	Iteration 39Q: 3 clusters Score -369120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -369120.750000 Penalty: 2688.668457
	Iteration 40F: 3 clusters Score -369120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 40041 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 38281 members 
Mstep: Class 6 contains 15731 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38658 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 41104 members 
Mstep: Class 15 contains 23769 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39403 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 26991 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 6742 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22320 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21248 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5286 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26574 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775328.000000 Penalty: 100859.070312
Iteration 199Q: 48 clusters Score -4.977533e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 24297 members 
Mstep: Class 3 contains 40049 members 
Mstep: Class 4 contains 25816 members 
Mstep: Class 5 contains 38282 members 
Mstep: Class 6 contains 15732 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38656 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 43508 members 
Mstep: Class 15 contains 23868 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39414 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27009 members 
Mstep: Class 21 contains 9994 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 6734 members 
Mstep: Class 26 contains 21580 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22349 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21253 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5287 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26725 members 
Mstep: Class 42 contains 4868 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772528.000000 Penalty: 100859.070312
Iteration 200F: 48 clusters Score -4.977253e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24371 members 
Mstep: Class 3 contains 40055 members 
Mstep: Class 4 contains 23913 members 
Mstep: Class 5 contains 38285 members 
Mstep: Class 6 contains 15734 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38663 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 44909 members 
Mstep: Class 15 contains 24108 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39432 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27100 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6725 members 
Mstep: Class 26 contains 21579 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22327 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9886 members 
Mstep: Class 32 contains 21255 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5288 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26845 members 
Mstep: Class 42 contains 4868 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771028.000000 Penalty: 100859.070312
Iteration 201Q: 48 clusters Score -4.977103e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 24420 members 
Mstep: Class 3 contains 40061 members 
Mstep: Class 4 contains 23122 members 
Mstep: Class 5 contains 38283 members 
Mstep: Class 6 contains 15733 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38659 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 45181 members 
Mstep: Class 15 contains 24418 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39430 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27203 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22305 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21263 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5289 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26928 members 
Mstep: Class 42 contains 4868 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49770980.000000 Penalty: 100859.070312
Iteration 202Q: 48 clusters Score -4.977098e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 24483 members 
Mstep: Class 3 contains 40059 members 
Mstep: Class 4 contains 23020 members 
Mstep: Class 5 contains 38284 members 
Mstep: Class 6 contains 15734 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38659 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 44831 members 
Mstep: Class 15 contains 24684 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39443 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27284 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 2995 members 
Mstep: Class 25 contains 6723 members 
Mstep: Class 26 contains 21583 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22267 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21273 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5291 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26991 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1511 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771060.000000 Penalty: 100859.070312
Iteration 203Q: 48 clusters Score -4.977106e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 24529 members 
Mstep: Class 3 contains 40054 members 
Mstep: Class 4 contains 23307 members 
Mstep: Class 5 contains 38285 members 
Mstep: Class 6 contains 15733 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38655 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 44170 members 
Mstep: Class 15 contains 24898 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39433 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27343 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2745 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 2988 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22249 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21280 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5293 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27081 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1511 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771676.000000 Penalty: 100859.070312
Iteration 204Q: 48 clusters Score -4.977168e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24562 members 
Mstep: Class 3 contains 40051 members 
Mstep: Class 4 contains 23881 members 
Mstep: Class 5 contains 38286 members 
Mstep: Class 6 contains 15739 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38651 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 43323 members 
Mstep: Class 15 contains 25064 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39418 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27369 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6726 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22219 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 21283 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5294 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27179 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1511 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772156.000000 Penalty: 100859.070312
Iteration 205Q: 48 clusters Score -4.977216e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24589 members 
Mstep: Class 3 contains 40051 members 
Mstep: Class 4 contains 24621 members 
Mstep: Class 5 contains 38283 members 
Mstep: Class 6 contains 15742 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38655 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 42428 members 
Mstep: Class 15 contains 25151 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39417 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27385 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2750 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 6721 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22188 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9885 members 
Mstep: Class 32 contains 21286 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5294 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27233 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1511 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772424.000000 Penalty: 100859.070312
Iteration 206Q: 48 clusters Score -4.977242e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24601 members 
Mstep: Class 3 contains 40045 members 
Mstep: Class 4 contains 25558 members 
Mstep: Class 5 contains 38283 members 
Mstep: Class 6 contains 15744 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38657 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 41444 members 
Mstep: Class 15 contains 25187 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39405 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27389 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22182 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9885 members 
Mstep: Class 32 contains 21288 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5294 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27248 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773152.000000 Penalty: 100859.070312
Iteration 207Q: 48 clusters Score -4.977315e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24605 members 
Mstep: Class 3 contains 40041 members 
Mstep: Class 4 contains 26620 members 
Mstep: Class 5 contains 38284 members 
Mstep: Class 6 contains 15749 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38657 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 25183 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39378 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27392 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 21583 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22180 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9886 members 
Mstep: Class 32 contains 21294 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5294 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27227 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773636.000000 Penalty: 100859.070312
Iteration 208Q: 48 clusters Score -4.977364e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24584 members 
Mstep: Class 3 contains 40032 members 
Mstep: Class 4 contains 27762 members 
Mstep: Class 5 contains 38281 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38660 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18080 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 39372 members 
Mstep: Class 15 contains 25162 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39364 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27381 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22170 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9886 members 
Mstep: Class 32 contains 21306 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5293 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27200 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774276.000000 Penalty: 100859.070312
Iteration 209Q: 48 clusters Score -4.977428e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 24530 members 
Mstep: Class 3 contains 40029 members 
Mstep: Class 4 contains 28907 members 
Mstep: Class 5 contains 38281 members 
Mstep: Class 6 contains 15752 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38665 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18078 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 38373 members 
Mstep: Class 15 contains 25144 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39360 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27382 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2984 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22131 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9886 members 
Mstep: Class 32 contains 21312 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5294 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27166 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774740.000000 Penalty: 100859.070312
Iteration 210Q: 48 clusters Score -4.977474e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24516 members 
Mstep: Class 3 contains 40027 members 
Mstep: Class 4 contains 29995 members 
Mstep: Class 5 contains 38284 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38664 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18077 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 37462 members 
Mstep: Class 15 contains 25084 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39353 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27368 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2770 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2982 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22105 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9885 members 
Mstep: Class 32 contains 21313 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5291 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27112 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775252.000000 Penalty: 100859.070312
Iteration 211Q: 48 clusters Score -4.977525e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24482 members 
Mstep: Class 3 contains 40024 members 
Mstep: Class 4 contains 31009 members 
Mstep: Class 5 contains 38282 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38667 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18076 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 36652 members 
Mstep: Class 15 contains 24995 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39338 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27352 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 2774 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22089 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9884 members 
Mstep: Class 32 contains 21316 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5297 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27076 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775636.000000 Penalty: 100859.070312
Iteration 212Q: 48 clusters Score -4.977564e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24456 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 31991 members 
Mstep: Class 5 contains 38283 members 
Mstep: Class 6 contains 15756 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38668 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 35896 members 
Mstep: Class 15 contains 24885 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39330 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27334 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2978 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 21583 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22073 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9883 members 
Mstep: Class 32 contains 21317 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5298 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27025 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775920.000000 Penalty: 100859.070312
Iteration 213Q: 48 clusters Score -4.977592e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24425 members 
Mstep: Class 3 contains 40027 members 
Mstep: Class 4 contains 32872 members 
Mstep: Class 5 contains 38285 members 
Mstep: Class 6 contains 15755 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38667 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 35239 members 
Mstep: Class 15 contains 24782 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39323 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27311 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 2783 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2973 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22072 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9883 members 
Mstep: Class 32 contains 21316 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5300 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26963 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1512 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776072.000000 Penalty: 100859.070312
Iteration 214Q: 48 clusters Score -4.977607e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 24408 members 
Mstep: Class 3 contains 40026 members 
Mstep: Class 4 contains 33660 members 
Mstep: Class 5 contains 38287 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38670 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 34663 members 
Mstep: Class 15 contains 24673 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39324 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27287 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2785 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2973 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22058 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9882 members 
Mstep: Class 32 contains 21317 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5301 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26906 members 
Mstep: Class 42 contains 4870 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1511 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776488.000000 Penalty: 100859.070312
Iteration 215Q: 48 clusters Score -4.977649e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24382 members 
Mstep: Class 3 contains 40026 members 
Mstep: Class 4 contains 34402 members 
Mstep: Class 5 contains 38288 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38669 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 34118 members 
Mstep: Class 15 contains 24573 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39326 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27251 members 
Mstep: Class 21 contains 9994 members 
Mstep: Class 22 contains 2786 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2976 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22070 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9881 members 
Mstep: Class 32 contains 21317 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5302 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26854 members 
Mstep: Class 42 contains 4871 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1511 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776900.000000 Penalty: 100859.070312
Iteration 216Q: 48 clusters Score -4.97769e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24355 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 38288 members 
Mstep: Class 6 contains 15755 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38670 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 33559 members 
Mstep: Class 15 contains 24463 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39330 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27203 members 
Mstep: Class 21 contains 9992 members 
Mstep: Class 22 contains 2788 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2976 members 
Mstep: Class 25 contains 6696 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22071 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9877 members 
Mstep: Class 32 contains 21319 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5302 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26807 members 
Mstep: Class 42 contains 4874 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1511 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777484.000000 Penalty: 100859.070312
Iteration 217Q: 48 clusters Score -4.977748e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24330 members 
Mstep: Class 3 contains 40022 members 
Mstep: Class 4 contains 36339 members 
Mstep: Class 5 contains 38289 members 
Mstep: Class 6 contains 15754 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38667 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 32627 members 
Mstep: Class 15 contains 24348 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39323 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27155 members 
Mstep: Class 21 contains 9992 members 
Mstep: Class 22 contains 2787 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 6693 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22087 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 21325 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5301 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26776 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1790 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777736.000000 Penalty: 100859.070312
Iteration 218Q: 48 clusters Score -4.977774e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24307 members 
Mstep: Class 3 contains 40016 members 
Mstep: Class 4 contains 37993 members 
Mstep: Class 5 contains 38290 members 
Mstep: Class 6 contains 15753 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38668 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 31103 members 
Mstep: Class 15 contains 24229 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39327 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27079 members 
Mstep: Class 21 contains 9992 members 
Mstep: Class 22 contains 2786 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2972 members 
Mstep: Class 25 contains 6689 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22149 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 21331 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5300 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26808 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777236.000000 Penalty: 100859.070312
Iteration 219Q: 48 clusters Score -4.977724e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 24306 members 
Mstep: Class 3 contains 40016 members 
Mstep: Class 4 contains 40052 members 
Mstep: Class 5 contains 38289 members 
Mstep: Class 6 contains 15753 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38670 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 28999 members 
Mstep: Class 15 contains 24170 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39336 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 26989 members 
Mstep: Class 21 contains 9991 members 
Mstep: Class 22 contains 2784 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2970 members 
Mstep: Class 25 contains 6686 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22218 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 21333 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5299 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26931 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775432.000000 Penalty: 100859.070312
Iteration 220F: 48 clusters Score -4.977543e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 24306 members 
Mstep: Class 3 contains 40023 members 
Mstep: Class 4 contains 41863 members 
Mstep: Class 5 contains 38288 members 
Mstep: Class 6 contains 15751 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38672 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 26825 members 
Mstep: Class 15 contains 24257 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39356 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 26990 members 
Mstep: Class 21 contains 9990 members 
Mstep: Class 22 contains 2779 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2975 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22261 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 21336 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5300 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27140 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1513 members 
Mstep: Class 46 contains 4363 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773392.000000 Penalty: 100859.070312
Iteration 221Q: 48 clusters Score -4.977339e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 24351 members 
Mstep: Class 3 contains 40016 members 
Mstep: Class 4 contains 42952 members 
Mstep: Class 5 contains 38287 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38677 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 25121 members 
Mstep: Class 15 contains 24507 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39350 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27091 members 
Mstep: Class 21 contains 9989 members 
Mstep: Class 22 contains 2780 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2978 members 
Mstep: Class 25 contains 6689 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22267 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 21336 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5301 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27352 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771892.000000 Penalty: 100859.070312
Iteration 222Q: 48 clusters Score -4.977189e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 24403 members 
Mstep: Class 3 contains 40020 members 
Mstep: Class 4 contains 43255 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 15749 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38675 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 24237 members 
Mstep: Class 15 contains 24766 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39345 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27213 members 
Mstep: Class 21 contains 9986 members 
Mstep: Class 22 contains 2779 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22263 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 21338 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5306 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27488 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771512.000000 Penalty: 100859.070312
Iteration 223Q: 48 clusters Score -4.977151e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 24401 members 
Mstep: Class 3 contains 40013 members 
Mstep: Class 4 contains 43163 members 
Mstep: Class 5 contains 38271 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38672 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 23971 members 
Mstep: Class 15 contains 24965 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39338 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27350 members 
Mstep: Class 21 contains 9984 members 
Mstep: Class 22 contains 2780 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2993 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22245 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9876 members 
Mstep: Class 32 contains 21342 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5304 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27543 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771472.000000 Penalty: 100859.070312
Iteration 224Q: 48 clusters Score -4.977147e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 24439 members 
Mstep: Class 3 contains 40017 members 
Mstep: Class 4 contains 42758 members 
Mstep: Class 5 contains 38269 members 
Mstep: Class 6 contains 15749 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38656 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 24090 members 
Mstep: Class 15 contains 25123 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39330 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27458 members 
Mstep: Class 21 contains 9984 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22217 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9876 members 
Mstep: Class 32 contains 21345 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5303 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27559 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771932.000000 Penalty: 100859.070312
Iteration 225Q: 48 clusters Score -4.977193e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 24426 members 
Mstep: Class 3 contains 40014 members 
Mstep: Class 4 contains 42203 members 
Mstep: Class 5 contains 38266 members 
Mstep: Class 6 contains 15746 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38647 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 24548 members 
Mstep: Class 15 contains 25202 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39324 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27537 members 
Mstep: Class 21 contains 9982 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3005 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22185 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 21352 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5303 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27548 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772512.000000 Penalty: 100859.070312
Iteration 226Q: 48 clusters Score -4.977251e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 24417 members 
Mstep: Class 3 contains 40013 members 
Mstep: Class 4 contains 41487 members 
Mstep: Class 5 contains 38266 members 
Mstep: Class 6 contains 15746 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38639 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 25300 members 
Mstep: Class 15 contains 25198 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39307 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27606 members 
Mstep: Class 21 contains 9982 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3004 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 21579 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22169 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 21355 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5304 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27497 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772988.000000 Penalty: 100859.070312
Iteration 227Q: 48 clusters Score -4.977299e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 24410 members 
Mstep: Class 3 contains 40010 members 
Mstep: Class 4 contains 40690 members 
Mstep: Class 5 contains 38266 members 
Mstep: Class 6 contains 15745 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38637 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 26246 members 
Mstep: Class 15 contains 25134 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39296 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27646 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 2807 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3004 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 21578 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22134 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9874 members 
Mstep: Class 32 contains 21358 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5304 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27429 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773488.000000 Penalty: 100859.070312
Iteration 228Q: 48 clusters Score -4.977349e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 24370 members 
Mstep: Class 3 contains 40015 members 
Mstep: Class 4 contains 39821 members 
Mstep: Class 5 contains 38267 members 
Mstep: Class 6 contains 15747 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38635 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 27299 members 
Mstep: Class 15 contains 25043 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39280 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27674 members 
Mstep: Class 21 contains 9979 members 
Mstep: Class 22 contains 2809 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 21577 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22112 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9874 members 
Mstep: Class 32 contains 21362 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5304 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27386 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774220.000000 Penalty: 100859.070312
Iteration 229Q: 48 clusters Score -4.977422e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 24326 members 
Mstep: Class 3 contains 40018 members 
Mstep: Class 4 contains 38941 members 
Mstep: Class 5 contains 38266 members 
Mstep: Class 6 contains 15747 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38639 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 28445 members 
Mstep: Class 15 contains 24921 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39275 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27663 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 2809 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2996 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 21578 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22103 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9874 members 
Mstep: Class 32 contains 21363 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5304 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27309 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775024.000000 Penalty: 100859.070312
Iteration 230Q: 48 clusters Score -4.977502e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 24289 members 
Mstep: Class 3 contains 40019 members 
Mstep: Class 4 contains 38055 members 
Mstep: Class 5 contains 38264 members 
Mstep: Class 6 contains 15745 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38643 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 29665 members 
Mstep: Class 15 contains 24766 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39269 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27647 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 21578 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22096 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9874 members 
Mstep: Class 32 contains 21365 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5303 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27202 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775500.000000 Penalty: 100859.070312
Iteration 231Q: 48 clusters Score -4.97755e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 24264 members 
Mstep: Class 3 contains 40018 members 
Mstep: Class 4 contains 37205 members 
Mstep: Class 5 contains 38263 members 
Mstep: Class 6 contains 15747 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38649 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 24560 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 39263 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27619 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2989 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 21577 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22084 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9874 members 
Mstep: Class 32 contains 21369 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5305 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27078 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775912.000000 Penalty: 100859.070312
Iteration 232Q: 48 clusters Score -4.977591e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 24232 members 
Mstep: Class 3 contains 40020 members 
Mstep: Class 4 contains 36380 members 
Mstep: Class 5 contains 38266 members 
Mstep: Class 6 contains 15747 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38653 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 32065 members 
Mstep: Class 15 contains 24365 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39263 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27574 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2988 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 21579 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22106 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 21373 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5305 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26985 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776644.000000 Penalty: 100859.070312
Iteration 233Q: 48 clusters Score -4.977664e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 24216 members 
Mstep: Class 3 contains 40021 members 
Mstep: Class 4 contains 35632 members 
Mstep: Class 5 contains 38268 members 
Mstep: Class 6 contains 15749 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38657 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 33105 members 
Mstep: Class 15 contains 24199 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39275 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27529 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2988 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 21578 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22109 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9870 members 
Mstep: Class 32 contains 21378 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5306 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26896 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1789 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776988.000000 Penalty: 100859.070312
Iteration 234Q: 48 clusters Score -4.977699e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 24225 members 
Mstep: Class 3 contains 40020 members 
Mstep: Class 4 contains 34979 members 
Mstep: Class 5 contains 38270 members 
Mstep: Class 6 contains 15752 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38657 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 34004 members 
Mstep: Class 15 contains 24035 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39273 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27490 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 21580 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22116 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9867 members 
Mstep: Class 32 contains 21386 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5308 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26827 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777388.000000 Penalty: 100859.070312
Iteration 235Q: 48 clusters Score -4.977739e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 24223 members 
Mstep: Class 3 contains 40018 members 
Mstep: Class 4 contains 34526 members 
Mstep: Class 5 contains 38272 members 
Mstep: Class 6 contains 15754 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38663 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 34702 members 
Mstep: Class 15 contains 23870 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39272 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27471 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 2815 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 21580 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22113 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9864 members 
Mstep: Class 32 contains 21394 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5310 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26751 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777900.000000 Penalty: 100859.070312
Iteration 236Q: 48 clusters Score -4.97779e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 24208 members 
Mstep: Class 3 contains 40020 members 
Mstep: Class 4 contains 33906 members 
Mstep: Class 5 contains 38272 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38671 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 35568 members 
Mstep: Class 15 contains 23696 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39278 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27421 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 2822 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2988 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 21578 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22113 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9862 members 
Mstep: Class 32 contains 21406 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5309 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26707 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778632.000000 Penalty: 100859.070312
Iteration 237Q: 48 clusters Score -4.977863e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 24195 members 
Mstep: Class 3 contains 40008 members 
Mstep: Class 4 contains 32930 members 
Mstep: Class 5 contains 38274 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38678 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 36805 members 
Mstep: Class 15 contains 23516 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39282 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27345 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 21579 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22137 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9858 members 
Mstep: Class 32 contains 21419 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5308 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26685 members 
Mstep: Class 42 contains 4875 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1787 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778564.000000 Penalty: 100859.070312
Iteration 238Q: 48 clusters Score -4.977856e+07 nChanged 2875
Entering ConstructFrom: 
Score: -49778564.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -671372.187500 Penalty: 1443.726685
	Iteration 0F: 2 clusters Score -671372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -666020.562500 Penalty: 2887.453369
	Iteration 0F: 3 clusters Score -666020.6 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -667630.750000 Penalty: 2887.453369
	Iteration 1F: 3 clusters Score -667630.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -667863.875000 Penalty: 2887.453369
	Iteration 2F: 3 clusters Score -667863.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -668048.187500 Penalty: 2887.453369
	Iteration 3F: 3 clusters Score -668048.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -668200.875000 Penalty: 2887.453369
	Iteration 4Q: 3 clusters Score -668200.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -668326.250000 Penalty: 2887.453369
	Iteration 5Q: 3 clusters Score -668326.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -668451.500000 Penalty: 2887.453369
	Iteration 6Q: 3 clusters Score -668451.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -668573.187500 Penalty: 2887.453369
	Iteration 7Q: 3 clusters Score -668573.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -668697.187500 Penalty: 2887.453369
	Iteration 8Q: 3 clusters Score -668697.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -668848.875000 Penalty: 2887.453369
	Iteration 9Q: 3 clusters Score -668848.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -669020.250000 Penalty: 2887.453369
	Iteration 10Q: 3 clusters Score -669020.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -669239.375000 Penalty: 2887.453369
	Iteration 11Q: 3 clusters Score -669239.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -669486.687500 Penalty: 2887.453369
	Iteration 12Q: 3 clusters Score -669486.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -669692.625000 Penalty: 2887.453369
	Iteration 13Q: 3 clusters Score -669692.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -669804.875000 Penalty: 2887.453369
	Iteration 14Q: 3 clusters Score -669804.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -669886.750000 Penalty: 2887.453369
	Iteration 15Q: 3 clusters Score -669886.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -669941.875000 Penalty: 2887.453369
	Iteration 16Q: 3 clusters Score -669941.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -669964.812500 Penalty: 2887.453369
	Iteration 17Q: 3 clusters Score -669964.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -669986.062500 Penalty: 2887.453369
	Iteration 18Q: 3 clusters Score -669986.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -670005.062500 Penalty: 2887.453369
	Iteration 19Q: 3 clusters Score -670005.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -670023.687500 Penalty: 2887.453369
	Iteration 20F: 3 clusters Score -670023.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -670037.812500 Penalty: 2887.453369
	Iteration 21Q: 3 clusters Score -670037.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -670054.750000 Penalty: 2887.453369
	Iteration 22Q: 3 clusters Score -670054.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -670066.250000 Penalty: 2887.453369
	Iteration 23Q: 3 clusters Score -670066.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -670084.750000 Penalty: 2887.453369
	Iteration 24Q: 3 clusters Score -670084.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -670105.500000 Penalty: 2887.453369
	Iteration 25Q: 3 clusters Score -670105.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -670116.750000 Penalty: 2887.453369
	Iteration 26Q: 3 clusters Score -670116.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -670132.812500 Penalty: 2887.453369
	Iteration 27Q: 3 clusters Score -670132.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -670146.937500 Penalty: 2887.453369
	Iteration 28Q: 3 clusters Score -670146.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -670160.000000 Penalty: 2887.453369
	Iteration 29Q: 3 clusters Score -670160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -670175.750000 Penalty: 2887.453369
	Iteration 30Q: 3 clusters Score -670175.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -670193.000000 Penalty: 2887.453369
	Iteration 31Q: 3 clusters Score -670193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -670213.625000 Penalty: 2887.453369
	Iteration 32Q: 3 clusters Score -670213.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -670228.875000 Penalty: 2887.453369
	Iteration 33Q: 3 clusters Score -670228.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -670239.375000 Penalty: 2887.453369
	Iteration 34Q: 3 clusters Score -670239.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -670251.812500 Penalty: 2887.453369
	Iteration 35Q: 3 clusters Score -670251.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -670260.000000 Penalty: 2887.453369
	Iteration 36Q: 3 clusters Score -670260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -670269.312500 Penalty: 2887.453369
	Iteration 37Q: 3 clusters Score -670269.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -670276.500000 Penalty: 2887.453369
	Iteration 38Q: 3 clusters Score -670276.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -670278.312500 Penalty: 2887.453369
	Iteration 39Q: 3 clusters Score -670278.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -670279.062500 Penalty: 2887.453369
	Iteration 40F: 3 clusters Score -670279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -670280.437500 Penalty: 2887.453369
	Iteration 41Q: 3 clusters Score -670280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -670281.687500 Penalty: 2887.453369
	Iteration 42Q: 3 clusters Score -670281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -670281.312500 Penalty: 2887.453369
	Iteration 43Q: 3 clusters Score -670281.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -670284.312500 Penalty: 2887.453369
	Iteration 44Q: 3 clusters Score -670284.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -670286.687500 Penalty: 2887.453369
	Iteration 45Q: 3 clusters Score -670286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -670287.437500 Penalty: 2887.453369
	Iteration 46Q: 3 clusters Score -670287.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -670290.750000 Penalty: 2887.453369
	Iteration 47Q: 3 clusters Score -670290.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -670293.375000 Penalty: 2887.453369
	Iteration 48Q: 3 clusters Score -670293.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -670296.750000 Penalty: 2887.453369
	Iteration 49Q: 3 clusters Score -670296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -670298.000000 Penalty: 2887.453369
	Iteration 50Q: 3 clusters Score -670298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -670298.125000 Penalty: 2887.453369
	Iteration 51Q: 3 clusters Score -670298.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -670298.125000 Penalty: 2887.453369
	Iteration 52F: 3 clusters Score -670298.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Entering Unmasked Estep 
Score: -2274502.000000 Penalty: 1640.185059
	Iteration 0F: 2 clusters Score -2274502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2258130.000000 Penalty: 3280.370117
	Iteration 0F: 3 clusters Score -2258130 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2264139.000000 Penalty: 3280.370117
	Iteration 1F: 3 clusters Score -2264139 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2264599.000000 Penalty: 3280.370117
	Iteration 2F: 3 clusters Score -2264599 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2265106.000000 Penalty: 3280.370117
	Iteration 3Q: 3 clusters Score -2265106 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2265692.000000 Penalty: 3280.370117
	Iteration 4F: 3 clusters Score -2265692 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2266359.500000 Penalty: 3280.370117
	Iteration 5F: 3 clusters Score -2266360 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2267140.500000 Penalty: 3280.370117
	Iteration 6F: 3 clusters Score -2267140 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2267977.250000 Penalty: 3280.370117
	Iteration 7F: 3 clusters Score -2267977 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2268951.000000 Penalty: 3280.370117
	Iteration 8F: 3 clusters Score -2268951 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2269907.000000 Penalty: 3280.370117
	Iteration 9F: 3 clusters Score -2269907 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2270748.500000 Penalty: 3280.370117
	Iteration 10Q: 3 clusters Score -2270748 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2271330.000000 Penalty: 3280.370117
	Iteration 11Q: 3 clusters Score -2271330 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2271810.500000 Penalty: 3280.370117
	Iteration 12Q: 3 clusters Score -2271810 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2272169.000000 Penalty: 3280.370117
	Iteration 13Q: 3 clusters Score -2272169 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2272452.500000 Penalty: 3280.370117
	Iteration 14Q: 3 clusters Score -2272452 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2272649.250000 Penalty: 3280.370117
	Iteration 15Q: 3 clusters Score -2272649 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2272753.750000 Penalty: 3280.370117
	Iteration 16Q: 3 clusters Score -2272754 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2272813.250000 Penalty: 3280.370117
	Iteration 17Q: 3 clusters Score -2272813 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2272842.000000 Penalty: 3280.370117
	Iteration 18Q: 3 clusters Score -2272842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2272859.250000 Penalty: 3280.370117
	Iteration 19Q: 3 clusters Score -2272859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2272876.250000 Penalty: 3280.370117
	Iteration 20F: 3 clusters Score -2272876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2272893.750000 Penalty: 3280.370117
	Iteration 21Q: 3 clusters Score -2272894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2272897.500000 Penalty: 3280.370117
	Iteration 22Q: 3 clusters Score -2272898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2272903.000000 Penalty: 3280.370117
	Iteration 23Q: 3 clusters Score -2272903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2272909.250000 Penalty: 3280.370117
	Iteration 24Q: 3 clusters Score -2272909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2272915.250000 Penalty: 3280.370117
	Iteration 25Q: 3 clusters Score -2272915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2272912.250000 Penalty: 3280.370117
	Iteration 26Q: 3 clusters Score -2272912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2272919.250000 Penalty: 3280.370117
	Iteration 27Q: 3 clusters Score -2272919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2272922.750000 Penalty: 3280.370117
	Iteration 28Q: 3 clusters Score -2272923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2272923.750000 Penalty: 3280.370117
	Iteration 29Q: 3 clusters Score -2272924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2272925.750000 Penalty: 3280.370117
	Iteration 30Q: 3 clusters Score -2272926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2272934.000000 Penalty: 3280.370117
	Iteration 31Q: 3 clusters Score -2272934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2272936.250000 Penalty: 3280.370117
	Iteration 32Q: 3 clusters Score -2272936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2272944.500000 Penalty: 3280.370117
	Iteration 33Q: 3 clusters Score -2272944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2272942.250000 Penalty: 3280.370117
	Iteration 34Q: 3 clusters Score -2272942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2272946.500000 Penalty: 3280.370117
	Iteration 35Q: 3 clusters Score -2272946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2272950.500000 Penalty: 3280.370117
	Iteration 36Q: 3 clusters Score -2272950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2272953.750000 Penalty: 3280.370117
	Iteration 37Q: 3 clusters Score -2272954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2272955.750000 Penalty: 3280.370117
	Iteration 38Q: 3 clusters Score -2272956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2272957.750000 Penalty: 3280.370117
	Iteration 39Q: 3 clusters Score -2272958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2272964.250000 Penalty: 3280.370117
	Iteration 40F: 3 clusters Score -2272964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2272963.750000 Penalty: 3280.370117
	Iteration 41Q: 3 clusters Score -2272964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2272959.750000 Penalty: 3280.370117
	Iteration 42Q: 3 clusters Score -2272960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2272968.000000 Penalty: 3280.370117
	Iteration 43Q: 3 clusters Score -2272968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2272968.000000 Penalty: 3280.370117
	Iteration 44Q: 3 clusters Score -2272968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2272969.500000 Penalty: 3280.370117
	Iteration 45Q: 3 clusters Score -2272970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2272967.000000 Penalty: 3280.370117
	Iteration 46Q: 3 clusters Score -2272967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2272968.500000 Penalty: 3280.370117
	Iteration 47Q: 3 clusters Score -2272968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2272969.500000 Penalty: 3280.370117
	Iteration 48Q: 3 clusters Score -2272970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2272967.500000 Penalty: 3280.370117
	Iteration 49Q: 3 clusters Score -2272968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2272969.250000 Penalty: 3280.370117
	Iteration 50Q: 3 clusters Score -2272969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2272966.750000 Penalty: 3280.370117
	Iteration 51Q: 3 clusters Score -2272967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2272972.500000 Penalty: 3280.370117
	Iteration 52Q: 3 clusters Score -2272972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2272971.500000 Penalty: 3280.370117
	Iteration 53Q: 3 clusters Score -2272972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2272969.750000 Penalty: 3280.370117
	Iteration 54Q: 3 clusters Score -2272970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2272969.750000 Penalty: 3280.370117
	Iteration 55F: 3 clusters Score -2272970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Entering Unmasked Estep 
Score: -3837593.250000 Penalty: 1721.985718
	Iteration 0F: 2 clusters Score -3837593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3813559.250000 Penalty: 3443.971436
	Iteration 0F: 3 clusters Score -3813559 nChanged 18627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3823923.750000 Penalty: 3443.971436
	Iteration 1F: 3 clusters Score -3823924 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3824449.250000 Penalty: 3443.971436
	Iteration 2Q: 3 clusters Score -3824449 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3825113.000000 Penalty: 3443.971436
	Iteration 3Q: 3 clusters Score -3825113 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3825931.500000 Penalty: 3443.971436
	Iteration 4Q: 3 clusters Score -3825932 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3827154.250000 Penalty: 3443.971436
	Iteration 5F: 3 clusters Score -3827154 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3828904.750000 Penalty: 3443.971436
	Iteration 6F: 3 clusters Score -3828905 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3830831.750000 Penalty: 3443.971436
	Iteration 7F: 3 clusters Score -3830832 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3832682.750000 Penalty: 3443.971436
	Iteration 8F: 3 clusters Score -3832683 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3834335.750000 Penalty: 3443.971436
	Iteration 9F: 3 clusters Score -3834336 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3835575.500000 Penalty: 3443.971436
	Iteration 10Q: 3 clusters Score -3835576 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3836117.250000 Penalty: 3443.971436
	Iteration 11Q: 3 clusters Score -3836117 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3836393.750000 Penalty: 3443.971436
	Iteration 12Q: 3 clusters Score -3836394 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3836555.250000 Penalty: 3443.971436
	Iteration 13Q: 3 clusters Score -3836555 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3836645.750000 Penalty: 3443.971436
	Iteration 14Q: 3 clusters Score -3836646 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3836664.250000 Penalty: 3443.971436
	Iteration 15Q: 3 clusters Score -3836664 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3836640.250000 Penalty: 3443.971436
	Iteration 16Q: 3 clusters Score -3836640 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3836628.250000 Penalty: 3443.971436
	Iteration 17Q: 3 clusters Score -3836628 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3836613.500000 Penalty: 3443.971436
	Iteration 18Q: 3 clusters Score -3836614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3836601.500000 Penalty: 3443.971436
	Iteration 19Q: 3 clusters Score -3836602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3836592.500000 Penalty: 3443.971436
	Iteration 20F: 3 clusters Score -3836592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3836589.500000 Penalty: 3443.971436
	Iteration 21Q: 3 clusters Score -3836590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3836591.250000 Penalty: 3443.971436
	Iteration 22Q: 3 clusters Score -3836591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3836581.500000 Penalty: 3443.971436
	Iteration 23Q: 3 clusters Score -3836582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3836572.250000 Penalty: 3443.971436
	Iteration 24Q: 3 clusters Score -3836572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3836575.500000 Penalty: 3443.971436
	Iteration 25Q: 3 clusters Score -3836576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3836566.500000 Penalty: 3443.971436
	Iteration 26Q: 3 clusters Score -3836566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3836558.500000 Penalty: 3443.971436
	Iteration 27Q: 3 clusters Score -3836558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3836565.750000 Penalty: 3443.971436
	Iteration 28Q: 3 clusters Score -3836566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3836569.500000 Penalty: 3443.971436
	Iteration 29Q: 3 clusters Score -3836570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3836560.500000 Penalty: 3443.971436
	Iteration 30Q: 3 clusters Score -3836560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3836560.750000 Penalty: 3443.971436
	Iteration 31Q: 3 clusters Score -3836561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3836557.000000 Penalty: 3443.971436
	Iteration 32Q: 3 clusters Score -3836557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3836558.000000 Penalty: 3443.971436
	Iteration 33Q: 3 clusters Score -3836558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3836555.750000 Penalty: 3443.971436
	Iteration 34Q: 3 clusters Score -3836556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3836557.750000 Penalty: 3443.971436
	Iteration 35Q: 3 clusters Score -3836558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3836550.750000 Penalty: 3443.971436
	Iteration 36Q: 3 clusters Score -3836551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3836551.750000 Penalty: 3443.971436
	Iteration 37Q: 3 clusters Score -3836552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3836551.500000 Penalty: 3443.971436
	Iteration 38Q: 3 clusters Score -3836552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3836554.250000 Penalty: 3443.971436
	Iteration 39Q: 3 clusters Score -3836554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3836546.250000 Penalty: 3443.971436
	Iteration 40F: 3 clusters Score -3836546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3836551.750000 Penalty: 3443.971436
	Iteration 41Q: 3 clusters Score -3836552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3836548.500000 Penalty: 3443.971436
	Iteration 42Q: 3 clusters Score -3836548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3836548.750000 Penalty: 3443.971436
	Iteration 43Q: 3 clusters Score -3836549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3836551.250000 Penalty: 3443.971436
	Iteration 44Q: 3 clusters Score -3836551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3836549.500000 Penalty: 3443.971436
	Iteration 45Q: 3 clusters Score -3836550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3836546.750000 Penalty: 3443.971436
	Iteration 46Q: 3 clusters Score -3836547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3836545.000000 Penalty: 3443.971436
	Iteration 47Q: 3 clusters Score -3836545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3836541.250000 Penalty: 3443.971436
	Iteration 48Q: 3 clusters Score -3836541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3836546.250000 Penalty: 3443.971436
	Iteration 49Q: 3 clusters Score -3836546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3836545.750000 Penalty: 3443.971436
	Iteration 50Q: 3 clusters Score -3836546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3836545.750000 Penalty: 3443.971436
	Iteration 51F: 3 clusters Score -3836546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Entering Unmasked Estep 
Score: -3065088.750000 Penalty: 1682.004639
	Iteration 0F: 2 clusters Score -3065089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3044627.750000 Penalty: 3364.009277
	Iteration 0F: 3 clusters Score -3044628 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3052598.500000 Penalty: 3364.009277
	Iteration 1F: 3 clusters Score -3052598 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3053005.250000 Penalty: 3364.009277
	Iteration 2Q: 3 clusters Score -3053005 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3053373.500000 Penalty: 3364.009277
	Iteration 3Q: 3 clusters Score -3053374 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3053776.250000 Penalty: 3364.009277
	Iteration 4Q: 3 clusters Score -3053776 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3054267.250000 Penalty: 3364.009277
	Iteration 5Q: 3 clusters Score -3054267 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3054967.250000 Penalty: 3364.009277
	Iteration 6Q: 3 clusters Score -3054967 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3055968.500000 Penalty: 3364.009277
	Iteration 7F: 3 clusters Score -3055968 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3057497.250000 Penalty: 3364.009277
	Iteration 8F: 3 clusters Score -3057497 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3059429.000000 Penalty: 3364.009277
	Iteration 9F: 3 clusters Score -3059429 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3061270.250000 Penalty: 3364.009277
	Iteration 10F: 3 clusters Score -3061270 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3062628.500000 Penalty: 3364.009277
	Iteration 11Q: 3 clusters Score -3062628 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3063225.500000 Penalty: 3364.009277
	Iteration 12Q: 3 clusters Score -3063226 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3063413.000000 Penalty: 3364.009277
	Iteration 13Q: 3 clusters Score -3063413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3063493.250000 Penalty: 3364.009277
	Iteration 14Q: 3 clusters Score -3063493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3063525.250000 Penalty: 3364.009277
	Iteration 15Q: 3 clusters Score -3063525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3063532.750000 Penalty: 3364.009277
	Iteration 16Q: 3 clusters Score -3063533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3063546.750000 Penalty: 3364.009277
	Iteration 17Q: 3 clusters Score -3063547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -3063566.500000 Penalty: 3364.009277
	Iteration 18Q: 3 clusters Score -3063566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3063574.250000 Penalty: 3364.009277
	Iteration 19Q: 3 clusters Score -3063574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3063578.250000 Penalty: 3364.009277
	Iteration 20F: 3 clusters Score -3063578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3063578.500000 Penalty: 3364.009277
	Iteration 21Q: 3 clusters Score -3063578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3063578.500000 Penalty: 3364.009277
	Iteration 22F: 3 clusters Score -3063578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Entering Unmasked Estep 
Score: -3663574.000000 Penalty: 1714.781250
	Iteration 0F: 2 clusters Score -3663574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3638299.000000 Penalty: 3429.562500
	Iteration 0F: 3 clusters Score -3638299 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3648480.000000 Penalty: 3429.562500
	Iteration 1F: 3 clusters Score -3648480 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3648978.500000 Penalty: 3429.562500
	Iteration 2Q: 3 clusters Score -3648978 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3649480.750000 Penalty: 3429.562500
	Iteration 3Q: 3 clusters Score -3649481 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3650011.500000 Penalty: 3429.562500
	Iteration 4Q: 3 clusters Score -3650012 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3650587.500000 Penalty: 3429.562500
	Iteration 5Q: 3 clusters Score -3650588 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3651249.750000 Penalty: 3429.562500
	Iteration 6Q: 3 clusters Score -3651250 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3652160.500000 Penalty: 3429.562500
	Iteration 7Q: 3 clusters Score -3652160 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3653363.500000 Penalty: 3429.562500
	Iteration 8F: 3 clusters Score -3653364 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3654608.250000 Penalty: 3429.562500
	Iteration 9F: 3 clusters Score -3654608 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3655568.000000 Penalty: 3429.562500
	Iteration 10F: 3 clusters Score -3655568 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3656117.750000 Penalty: 3429.562500
	Iteration 11Q: 3 clusters Score -3656118 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3656355.250000 Penalty: 3429.562500
	Iteration 12Q: 3 clusters Score -3656355 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3656451.500000 Penalty: 3429.562500
	Iteration 13Q: 3 clusters Score -3656452 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3656499.000000 Penalty: 3429.562500
	Iteration 14Q: 3 clusters Score -3656499 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3656568.500000 Penalty: 3429.562500
	Iteration 15Q: 3 clusters Score -3656568 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3656608.500000 Penalty: 3429.562500
	Iteration 16Q: 3 clusters Score -3656608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3656619.250000 Penalty: 3429.562500
	Iteration 17Q: 3 clusters Score -3656619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3656648.250000 Penalty: 3429.562500
	Iteration 18Q: 3 clusters Score -3656648 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3656673.250000 Penalty: 3429.562500
	Iteration 19Q: 3 clusters Score -3656673 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3656698.500000 Penalty: 3429.562500
	Iteration 20F: 3 clusters Score -3656698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3656738.250000 Penalty: 3429.562500
	Iteration 21Q: 3 clusters Score -3656738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3656750.000000 Penalty: 3429.562500
	Iteration 22Q: 3 clusters Score -3656750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3656767.750000 Penalty: 3429.562500
	Iteration 23Q: 3 clusters Score -3656768 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3656789.750000 Penalty: 3429.562500
	Iteration 24Q: 3 clusters Score -3656790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3656801.250000 Penalty: 3429.562500
	Iteration 25Q: 3 clusters Score -3656801 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3656800.000000 Penalty: 3429.562500
	Iteration 26Q: 3 clusters Score -3656800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3656799.250000 Penalty: 3429.562500
	Iteration 27Q: 3 clusters Score -3656799 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3656807.750000 Penalty: 3429.562500
	Iteration 28Q: 3 clusters Score -3656808 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3656833.250000 Penalty: 3429.562500
	Iteration 29Q: 3 clusters Score -3656833 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3656848.750000 Penalty: 3429.562500
	Iteration 30Q: 3 clusters Score -3656849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3656854.750000 Penalty: 3429.562500
	Iteration 31Q: 3 clusters Score -3656855 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3656872.750000 Penalty: 3429.562500
	Iteration 32Q: 3 clusters Score -3656873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3656871.250000 Penalty: 3429.562500
	Iteration 33Q: 3 clusters Score -3656871 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -3656883.000000 Penalty: 3429.562500
	Iteration 34Q: 3 clusters Score -3656883 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3656896.250000 Penalty: 3429.562500
	Iteration 35Q: 3 clusters Score -3656896 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3656912.000000 Penalty: 3429.562500
	Iteration 36Q: 3 clusters Score -3656912 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3656930.500000 Penalty: 3429.562500
	Iteration 37Q: 3 clusters Score -3656930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3656952.000000 Penalty: 3429.562500
	Iteration 38Q: 3 clusters Score -3656952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3656960.250000 Penalty: 3429.562500
	Iteration 39Q: 3 clusters Score -3656960 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3656971.500000 Penalty: 3429.562500
	Iteration 40F: 3 clusters Score -3656972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3656982.250000 Penalty: 3429.562500
	Iteration 41Q: 3 clusters Score -3656982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3656979.500000 Penalty: 3429.562500
	Iteration 42Q: 3 clusters Score -3656980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3656981.500000 Penalty: 3429.562500
	Iteration 43Q: 3 clusters Score -3656982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3657002.000000 Penalty: 3429.562500
	Iteration 44Q: 3 clusters Score -3657002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3657011.750000 Penalty: 3429.562500
	Iteration 45Q: 3 clusters Score -3657012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3657025.000000 Penalty: 3429.562500
	Iteration 46Q: 3 clusters Score -3657025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3657028.750000 Penalty: 3429.562500
	Iteration 47Q: 3 clusters Score -3657029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3657032.750000 Penalty: 3429.562500
	Iteration 48Q: 3 clusters Score -3657033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3657045.500000 Penalty: 3429.562500
	Iteration 49Q: 3 clusters Score -3657046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3657045.500000 Penalty: 3429.562500
	Iteration 50Q: 3 clusters Score -3657046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3657052.500000 Penalty: 3429.562500
	Iteration 51Q: 3 clusters Score -3657052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3657057.500000 Penalty: 3429.562500
	Iteration 52Q: 3 clusters Score -3657058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3657064.500000 Penalty: 3429.562500
	Iteration 53Q: 3 clusters Score -3657064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3657067.500000 Penalty: 3429.562500
	Iteration 54Q: 3 clusters Score -3657068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3657073.500000 Penalty: 3429.562500
	Iteration 55Q: 3 clusters Score -3657074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3657090.000000 Penalty: 3429.562500
	Iteration 56Q: 3 clusters Score -3657090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3657091.250000 Penalty: 3429.562500
	Iteration 57Q: 3 clusters Score -3657091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3657098.250000 Penalty: 3429.562500
	Iteration 58Q: 3 clusters Score -3657098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3657098.500000 Penalty: 3429.562500
	Iteration 59Q: 3 clusters Score -3657098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3657107.500000 Penalty: 3429.562500
	Iteration 60F: 3 clusters Score -3657108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3657109.750000 Penalty: 3429.562500
	Iteration 61Q: 3 clusters Score -3657110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3657103.500000 Penalty: 3429.562500
	Iteration 62Q: 3 clusters Score -3657104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3657116.750000 Penalty: 3429.562500
	Iteration 63Q: 3 clusters Score -3657117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3657134.500000 Penalty: 3429.562500
	Iteration 64Q: 3 clusters Score -3657134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3657142.250000 Penalty: 3429.562500
	Iteration 65Q: 3 clusters Score -3657142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3657148.000000 Penalty: 3429.562500
	Iteration 66Q: 3 clusters Score -3657148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3657156.500000 Penalty: 3429.562500
	Iteration 67Q: 3 clusters Score -3657156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3657153.750000 Penalty: 3429.562500
	Iteration 68Q: 3 clusters Score -3657154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3657163.000000 Penalty: 3429.562500
	Iteration 69Q: 3 clusters Score -3657163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3657164.750000 Penalty: 3429.562500
	Iteration 70Q: 3 clusters Score -3657165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3657173.000000 Penalty: 3429.562500
	Iteration 71Q: 3 clusters Score -3657173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3657177.500000 Penalty: 3429.562500
	Iteration 72Q: 3 clusters Score -3657178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3657178.750000 Penalty: 3429.562500
	Iteration 73Q: 3 clusters Score -3657179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3657185.250000 Penalty: 3429.562500
	Iteration 74Q: 3 clusters Score -3657185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3657185.000000 Penalty: 3429.562500
	Iteration 75Q: 3 clusters Score -3657185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3657193.000000 Penalty: 3429.562500
	Iteration 76Q: 3 clusters Score -3657193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3657196.000000 Penalty: 3429.562500
	Iteration 77Q: 3 clusters Score -3657196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3657194.250000 Penalty: 3429.562500
	Iteration 78Q: 3 clusters Score -3657194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3657195.750000 Penalty: 3429.562500
	Iteration 79Q: 3 clusters Score -3657196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3657207.500000 Penalty: 3429.562500
	Iteration 80F: 3 clusters Score -3657208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3657213.750000 Penalty: 3429.562500
	Iteration 81Q: 3 clusters Score -3657214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -3657214.750000 Penalty: 3429.562500
	Iteration 82Q: 3 clusters Score -3657215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3657217.750000 Penalty: 3429.562500
	Iteration 83Q: 3 clusters Score -3657218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3657222.750000 Penalty: 3429.562500
	Iteration 84Q: 3 clusters Score -3657223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3657221.250000 Penalty: 3429.562500
	Iteration 85Q: 3 clusters Score -3657221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3657226.000000 Penalty: 3429.562500
	Iteration 86Q: 3 clusters Score -3657226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3657217.000000 Penalty: 3429.562500
	Iteration 87Q: 3 clusters Score -3657217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3657217.000000 Penalty: 3429.562500
	Iteration 88Q: 3 clusters Score -3657217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3657211.750000 Penalty: 3429.562500
	Iteration 89Q: 3 clusters Score -3657212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3657205.250000 Penalty: 3429.562500
	Iteration 90Q: 3 clusters Score -3657205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3657214.250000 Penalty: 3429.562500
	Iteration 91Q: 3 clusters Score -3657214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3657213.750000 Penalty: 3429.562500
	Iteration 92Q: 3 clusters Score -3657214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3657224.000000 Penalty: 3429.562500
	Iteration 93Q: 3 clusters Score -3657224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3657220.000000 Penalty: 3429.562500
	Iteration 94Q: 3 clusters Score -3657220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3657225.750000 Penalty: 3429.562500
	Iteration 95Q: 3 clusters Score -3657226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3657239.250000 Penalty: 3429.562500
	Iteration 96Q: 3 clusters Score -3657239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3657250.750000 Penalty: 3429.562500
	Iteration 97Q: 3 clusters Score -3657251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3657261.250000 Penalty: 3429.562500
	Iteration 98Q: 3 clusters Score -3657261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3657256.250000 Penalty: 3429.562500
	Iteration 99Q: 3 clusters Score -3657256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3657263.750000 Penalty: 3429.562500
	Iteration 100F: 3 clusters Score -3657264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3657273.000000 Penalty: 3429.562500
	Iteration 101Q: 3 clusters Score -3657273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3657271.000000 Penalty: 3429.562500
	Iteration 102Q: 3 clusters Score -3657271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3657282.250000 Penalty: 3429.562500
	Iteration 103Q: 3 clusters Score -3657282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3657294.750000 Penalty: 3429.562500
	Iteration 104Q: 3 clusters Score -3657295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3657296.750000 Penalty: 3429.562500
	Iteration 105Q: 3 clusters Score -3657297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3657291.500000 Penalty: 3429.562500
	Iteration 106Q: 3 clusters Score -3657292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3657309.250000 Penalty: 3429.562500
	Iteration 107Q: 3 clusters Score -3657309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3657313.250000 Penalty: 3429.562500
	Iteration 108Q: 3 clusters Score -3657313 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3657323.750000 Penalty: 3429.562500
	Iteration 109Q: 3 clusters Score -3657324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3657332.750000 Penalty: 3429.562500
	Iteration 110Q: 3 clusters Score -3657333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3657339.000000 Penalty: 3429.562500
	Iteration 111Q: 3 clusters Score -3657339 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3657336.750000 Penalty: 3429.562500
	Iteration 112Q: 3 clusters Score -3657337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3657336.500000 Penalty: 3429.562500
	Iteration 113Q: 3 clusters Score -3657336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3657338.500000 Penalty: 3429.562500
	Iteration 114Q: 3 clusters Score -3657338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3657340.750000 Penalty: 3429.562500
	Iteration 115Q: 3 clusters Score -3657341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3657356.500000 Penalty: 3429.562500
	Iteration 116Q: 3 clusters Score -3657356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3657360.500000 Penalty: 3429.562500
	Iteration 117Q: 3 clusters Score -3657360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3657376.750000 Penalty: 3429.562500
	Iteration 118Q: 3 clusters Score -3657377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3657385.000000 Penalty: 3429.562500
	Iteration 119Q: 3 clusters Score -3657385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3657390.000000 Penalty: 3429.562500
	Iteration 120F: 3 clusters Score -3657390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3657383.000000 Penalty: 3429.562500
	Iteration 121Q: 3 clusters Score -3657383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3657385.250000 Penalty: 3429.562500
	Iteration 122Q: 3 clusters Score -3657385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3657396.500000 Penalty: 3429.562500
	Iteration 123Q: 3 clusters Score -3657396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3657409.000000 Penalty: 3429.562500
	Iteration 124Q: 3 clusters Score -3657409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3657410.000000 Penalty: 3429.562500
	Iteration 125Q: 3 clusters Score -3657410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3657421.750000 Penalty: 3429.562500
	Iteration 126Q: 3 clusters Score -3657422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3657433.500000 Penalty: 3429.562500
	Iteration 127Q: 3 clusters Score -3657434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3657432.750000 Penalty: 3429.562500
	Iteration 128Q: 3 clusters Score -3657433 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3657437.750000 Penalty: 3429.562500
	Iteration 129Q: 3 clusters Score -3657438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3657449.250000 Penalty: 3429.562500
	Iteration 130Q: 3 clusters Score -3657449 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3657487.250000 Penalty: 3429.562500
	Iteration 131Q: 3 clusters Score -3657487 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3657521.000000 Penalty: 3429.562500
	Iteration 132Q: 3 clusters Score -3657521 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3657547.750000 Penalty: 3429.562500
	Iteration 133Q: 3 clusters Score -3657548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3657576.250000 Penalty: 3429.562500
	Iteration 134Q: 3 clusters Score -3657576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3657580.250000 Penalty: 3429.562500
	Iteration 135Q: 3 clusters Score -3657580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3657600.000000 Penalty: 3429.562500
	Iteration 136Q: 3 clusters Score -3657600 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3657614.500000 Penalty: 3429.562500
	Iteration 137Q: 3 clusters Score -3657614 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3657668.250000 Penalty: 3429.562500
	Iteration 138Q: 3 clusters Score -3657668 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3657724.000000 Penalty: 3429.562500
	Iteration 139Q: 3 clusters Score -3657724 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3657763.250000 Penalty: 3429.562500
	Iteration 140F: 3 clusters Score -3657763 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3657803.500000 Penalty: 3429.562500
	Iteration 141Q: 3 clusters Score -3657804 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3657836.750000 Penalty: 3429.562500
	Iteration 142Q: 3 clusters Score -3657837 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3657912.250000 Penalty: 3429.562500
	Iteration 143Q: 3 clusters Score -3657912 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3657982.750000 Penalty: 3429.562500
	Iteration 144Q: 3 clusters Score -3657983 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3658070.500000 Penalty: 3429.562500
	Iteration 145Q: 3 clusters Score -3658070 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3658162.000000 Penalty: 3429.562500
	Iteration 146Q: 3 clusters Score -3658162 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3658283.500000 Penalty: 3429.562500
	Iteration 147Q: 3 clusters Score -3658284 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3658394.000000 Penalty: 3429.562500
	Iteration 148Q: 3 clusters Score -3658394 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -3658498.000000 Penalty: 3429.562500
	Iteration 149Q: 3 clusters Score -3658498 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3658671.000000 Penalty: 3429.562500
	Iteration 150Q: 3 clusters Score -3658671 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -3658841.250000 Penalty: 3429.562500
	Iteration 151Q: 3 clusters Score -3658841 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3659057.000000 Penalty: 3429.562500
	Iteration 152Q: 3 clusters Score -3659057 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3659248.000000 Penalty: 3429.562500
	Iteration 153Q: 3 clusters Score -3659248 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -3659473.500000 Penalty: 3429.562500
	Iteration 154Q: 3 clusters Score -3659474 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -3659704.500000 Penalty: 3429.562500
	Iteration 155Q: 3 clusters Score -3659704 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3659933.000000 Penalty: 3429.562500
	Iteration 156Q: 3 clusters Score -3659933 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -3660183.500000 Penalty: 3429.562500
	Iteration 157Q: 3 clusters Score -3660184 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -3660454.750000 Penalty: 3429.562500
	Iteration 158Q: 3 clusters Score -3660455 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -3660869.250000 Penalty: 3429.562500
	Iteration 159Q: 3 clusters Score -3660869 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -3661239.500000 Penalty: 3429.562500
	Iteration 160F: 3 clusters Score -3661240 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3661579.000000 Penalty: 3429.562500
	Iteration 161Q: 3 clusters Score -3661579 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -3661835.000000 Penalty: 3429.562500
	Iteration 162Q: 3 clusters Score -3661835 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -3661986.250000 Penalty: 3429.562500
	Iteration 163Q: 3 clusters Score -3661986 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -3662153.250000 Penalty: 3429.562500
	Iteration 164Q: 3 clusters Score -3662153 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -3662263.250000 Penalty: 3429.562500
	Iteration 165Q: 3 clusters Score -3662263 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -3662343.750000 Penalty: 3429.562500
	Iteration 166Q: 3 clusters Score -3662344 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -3662380.500000 Penalty: 3429.562500
	Iteration 167Q: 3 clusters Score -3662380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -3662408.750000 Penalty: 3429.562500
	Iteration 168Q: 3 clusters Score -3662409 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -3662419.500000 Penalty: 3429.562500
	Iteration 169Q: 3 clusters Score -3662420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -3662424.250000 Penalty: 3429.562500
	Iteration 170Q: 3 clusters Score -3662424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -3662452.750000 Penalty: 3429.562500
	Iteration 171Q: 3 clusters Score -3662453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -3662461.750000 Penalty: 3429.562500
	Iteration 172Q: 3 clusters Score -3662462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -3662469.500000 Penalty: 3429.562500
	Iteration 173Q: 3 clusters Score -3662470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -3662482.750000 Penalty: 3429.562500
	Iteration 174Q: 3 clusters Score -3662483 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -3662492.000000 Penalty: 3429.562500
	Iteration 175Q: 3 clusters Score -3662492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -3662503.750000 Penalty: 3429.562500
	Iteration 176Q: 3 clusters Score -3662504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -3662508.500000 Penalty: 3429.562500
	Iteration 177Q: 3 clusters Score -3662508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -3662504.500000 Penalty: 3429.562500
	Iteration 178Q: 3 clusters Score -3662504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -3662508.250000 Penalty: 3429.562500
	Iteration 179Q: 3 clusters Score -3662508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -3662521.500000 Penalty: 3429.562500
	Iteration 180F: 3 clusters Score -3662522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -3662516.750000 Penalty: 3429.562500
	Iteration 181Q: 3 clusters Score -3662517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3662519.500000 Penalty: 3429.562500
	Iteration 182Q: 3 clusters Score -3662520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -3662518.000000 Penalty: 3429.562500
	Iteration 183Q: 3 clusters Score -3662518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -3662517.000000 Penalty: 3429.562500
	Iteration 184Q: 3 clusters Score -3662517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -3662514.250000 Penalty: 3429.562500
	Iteration 185Q: 3 clusters Score -3662514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -3662513.250000 Penalty: 3429.562500
	Iteration 186Q: 3 clusters Score -3662513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -3662517.250000 Penalty: 3429.562500
	Iteration 187Q: 3 clusters Score -3662517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -3662516.000000 Penalty: 3429.562500
	Iteration 188Q: 3 clusters Score -3662516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -3662516.500000 Penalty: 3429.562500
	Iteration 189Q: 3 clusters Score -3662516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -3662513.000000 Penalty: 3429.562500
	Iteration 190Q: 3 clusters Score -3662513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -3662512.750000 Penalty: 3429.562500
	Iteration 191Q: 3 clusters Score -3662513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -3662515.500000 Penalty: 3429.562500
	Iteration 192Q: 3 clusters Score -3662516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -3662515.500000 Penalty: 3429.562500
	Iteration 193F: 3 clusters Score -3662516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Entering Unmasked Estep 
Score: -1519979.625000 Penalty: 1570.579346
	Iteration 0F: 2 clusters Score -1519980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1509184.000000 Penalty: 3141.158691
	Iteration 0F: 3 clusters Score -1509184 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1513155.000000 Penalty: 3141.158691
	Iteration 1F: 3 clusters Score -1513155 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1513724.750000 Penalty: 3141.158691
	Iteration 2F: 3 clusters Score -1513725 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1514276.000000 Penalty: 3141.158691
	Iteration 3F: 3 clusters Score -1514276 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1514862.375000 Penalty: 3141.158691
	Iteration 4F: 3 clusters Score -1514862 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1515440.250000 Penalty: 3141.158691
	Iteration 5F: 3 clusters Score -1515440 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1516052.875000 Penalty: 3141.158691
	Iteration 6F: 3 clusters Score -1516053 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1516694.000000 Penalty: 3141.158691
	Iteration 7F: 3 clusters Score -1516694 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1517262.125000 Penalty: 3141.158691
	Iteration 8Q: 3 clusters Score -1517262 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1517692.000000 Penalty: 3141.158691
	Iteration 9Q: 3 clusters Score -1517692 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1517918.750000 Penalty: 3141.158691
	Iteration 10Q: 3 clusters Score -1517919 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1518074.875000 Penalty: 3141.158691
	Iteration 11Q: 3 clusters Score -1518075 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1518185.000000 Penalty: 3141.158691
	Iteration 12Q: 3 clusters Score -1518185 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1518285.125000 Penalty: 3141.158691
	Iteration 13Q: 3 clusters Score -1518285 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1518371.250000 Penalty: 3141.158691
	Iteration 14Q: 3 clusters Score -1518371 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1518438.375000 Penalty: 3141.158691
	Iteration 15Q: 3 clusters Score -1518438 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1518507.125000 Penalty: 3141.158691
	Iteration 16Q: 3 clusters Score -1518507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1518555.625000 Penalty: 3141.158691
	Iteration 17Q: 3 clusters Score -1518556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1518591.875000 Penalty: 3141.158691
	Iteration 18Q: 3 clusters Score -1518592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1518625.750000 Penalty: 3141.158691
	Iteration 19Q: 3 clusters Score -1518626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1518648.875000 Penalty: 3141.158691
	Iteration 20F: 3 clusters Score -1518649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1518663.625000 Penalty: 3141.158691
	Iteration 21Q: 3 clusters Score -1518664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1518685.875000 Penalty: 3141.158691
	Iteration 22Q: 3 clusters Score -1518686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1518700.750000 Penalty: 3141.158691
	Iteration 23Q: 3 clusters Score -1518701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1518707.500000 Penalty: 3141.158691
	Iteration 24Q: 3 clusters Score -1518708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1518720.500000 Penalty: 3141.158691
	Iteration 25Q: 3 clusters Score -1518720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1518728.625000 Penalty: 3141.158691
	Iteration 26Q: 3 clusters Score -1518729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1518742.500000 Penalty: 3141.158691
	Iteration 27Q: 3 clusters Score -1518742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1518747.875000 Penalty: 3141.158691
	Iteration 28Q: 3 clusters Score -1518748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1518766.125000 Penalty: 3141.158691
	Iteration 29Q: 3 clusters Score -1518766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1518771.125000 Penalty: 3141.158691
	Iteration 30Q: 3 clusters Score -1518771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1518781.000000 Penalty: 3141.158691
	Iteration 31Q: 3 clusters Score -1518781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1518787.250000 Penalty: 3141.158691
	Iteration 32Q: 3 clusters Score -1518787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1518793.500000 Penalty: 3141.158691
	Iteration 33Q: 3 clusters Score -1518794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1518799.875000 Penalty: 3141.158691
	Iteration 34Q: 3 clusters Score -1518800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1518809.500000 Penalty: 3141.158691
	Iteration 35Q: 3 clusters Score -1518810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1518813.875000 Penalty: 3141.158691
	Iteration 36Q: 3 clusters Score -1518814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1518822.500000 Penalty: 3141.158691
	Iteration 37Q: 3 clusters Score -1518822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1518828.250000 Penalty: 3141.158691
	Iteration 38Q: 3 clusters Score -1518828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1518831.375000 Penalty: 3141.158691
	Iteration 39Q: 3 clusters Score -1518831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1518833.750000 Penalty: 3141.158691
	Iteration 40F: 3 clusters Score -1518834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1518832.375000 Penalty: 3141.158691
	Iteration 41Q: 3 clusters Score -1518832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1518838.750000 Penalty: 3141.158691
	Iteration 42Q: 3 clusters Score -1518839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1518837.125000 Penalty: 3141.158691
	Iteration 43Q: 3 clusters Score -1518837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1518839.375000 Penalty: 3141.158691
	Iteration 44Q: 3 clusters Score -1518839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1518839.875000 Penalty: 3141.158691
	Iteration 45Q: 3 clusters Score -1518840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1518841.000000 Penalty: 3141.158691
	Iteration 46Q: 3 clusters Score -1518841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1518840.000000 Penalty: 3141.158691
	Iteration 47Q: 3 clusters Score -1518840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1518842.750000 Penalty: 3141.158691
	Iteration 48Q: 3 clusters Score -1518843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1518845.500000 Penalty: 3141.158691
	Iteration 49Q: 3 clusters Score -1518846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1518846.500000 Penalty: 3141.158691
	Iteration 50Q: 3 clusters Score -1518846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1518846.750000 Penalty: 3141.158691
	Iteration 51Q: 3 clusters Score -1518847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1518848.375000 Penalty: 3141.158691
	Iteration 52Q: 3 clusters Score -1518848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1518849.375000 Penalty: 3141.158691
	Iteration 53Q: 3 clusters Score -1518849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1518852.500000 Penalty: 3141.158691
	Iteration 54Q: 3 clusters Score -1518852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1518853.375000 Penalty: 3141.158691
	Iteration 55Q: 3 clusters Score -1518853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1518854.750000 Penalty: 3141.158691
	Iteration 56Q: 3 clusters Score -1518855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1518853.875000 Penalty: 3141.158691
	Iteration 57Q: 3 clusters Score -1518854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1518855.750000 Penalty: 3141.158691
	Iteration 58Q: 3 clusters Score -1518856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1518857.125000 Penalty: 3141.158691
	Iteration 59Q: 3 clusters Score -1518857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1518856.000000 Penalty: 3141.158691
	Iteration 60F: 3 clusters Score -1518856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1518858.500000 Penalty: 3141.158691
	Iteration 61Q: 3 clusters Score -1518858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1518857.875000 Penalty: 3141.158691
	Iteration 62Q: 3 clusters Score -1518858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1518856.000000 Penalty: 3141.158691
	Iteration 63Q: 3 clusters Score -1518856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1518857.875000 Penalty: 3141.158691
	Iteration 64Q: 3 clusters Score -1518858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1518861.250000 Penalty: 3141.158691
	Iteration 65Q: 3 clusters Score -1518861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1518860.500000 Penalty: 3141.158691
	Iteration 66Q: 3 clusters Score -1518860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1518861.375000 Penalty: 3141.158691
	Iteration 67Q: 3 clusters Score -1518861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1518860.875000 Penalty: 3141.158691
	Iteration 68Q: 3 clusters Score -1518861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1518863.000000 Penalty: 3141.158691
	Iteration 69Q: 3 clusters Score -1518863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1518863.875000 Penalty: 3141.158691
	Iteration 70Q: 3 clusters Score -1518864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1518863.875000 Penalty: 3141.158691
	Iteration 71F: 3 clusters Score -1518864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -158209.515625 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -158209.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156260.140625 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -156260.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156690.359375 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -156690.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -156814.312500 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -156814.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -156871.765625 Penalty: 2425.406494
	Iteration 3Q: 3 clusters Score -156871.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -156922.828125 Penalty: 2425.406494
	Iteration 4Q: 3 clusters Score -156922.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -156957.171875 Penalty: 2425.406494
	Iteration 5Q: 3 clusters Score -156957.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -156996.671875 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -156996.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -157030.031250 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -157030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -157053.421875 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -157053.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -157071.171875 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -157071.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -157083.890625 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -157083.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -157096.750000 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -157096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -157110.906250 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -157110.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -157127.812500 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -157127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -157141.125000 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -157141.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -157170.562500 Penalty: 2425.406494
	Iteration 15Q: 3 clusters Score -157170.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -157214.078125 Penalty: 2425.406494
	Iteration 16Q: 3 clusters Score -157214.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -157271.437500 Penalty: 2425.406494
	Iteration 17Q: 3 clusters Score -157271.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -157342.093750 Penalty: 2425.406494
	Iteration 18Q: 3 clusters Score -157342.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -157387.109375 Penalty: 2425.406494
	Iteration 19Q: 3 clusters Score -157387.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -157433.000000 Penalty: 2425.406494
	Iteration 20F: 3 clusters Score -157433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -157465.687500 Penalty: 2425.406494
	Iteration 21Q: 3 clusters Score -157465.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -157501.406250 Penalty: 2425.406494
	Iteration 22Q: 3 clusters Score -157501.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -157533.218750 Penalty: 2425.406494
	Iteration 23Q: 3 clusters Score -157533.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -157564.296875 Penalty: 2425.406494
	Iteration 24Q: 3 clusters Score -157564.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -157594.421875 Penalty: 2425.406494
	Iteration 25Q: 3 clusters Score -157594.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -157623.031250 Penalty: 2425.406494
	Iteration 26Q: 3 clusters Score -157623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -157646.125000 Penalty: 2425.406494
	Iteration 27Q: 3 clusters Score -157646.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -157673.093750 Penalty: 2425.406494
	Iteration 28Q: 3 clusters Score -157673.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -157694.984375 Penalty: 2425.406494
	Iteration 29Q: 3 clusters Score -157695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -157718.046875 Penalty: 2425.406494
	Iteration 30Q: 3 clusters Score -157718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -157739.421875 Penalty: 2425.406494
	Iteration 31Q: 3 clusters Score -157739.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -157778.890625 Penalty: 2425.406494
	Iteration 32Q: 3 clusters Score -157778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -157822.000000 Penalty: 2425.406494
	Iteration 33Q: 3 clusters Score -157822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -157848.734375 Penalty: 2425.406494
	Iteration 34Q: 3 clusters Score -157848.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157860.687500 Penalty: 2425.406494
	Iteration 35Q: 3 clusters Score -157860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157867.671875 Penalty: 2425.406494
	Iteration 36Q: 3 clusters Score -157867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -157870.546875 Penalty: 2425.406494
	Iteration 37Q: 3 clusters Score -157870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -157871.359375 Penalty: 2425.406494
	Iteration 38Q: 3 clusters Score -157871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157871.625000 Penalty: 2425.406494
	Iteration 39Q: 3 clusters Score -157871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157872.312500 Penalty: 2425.406494
	Iteration 40F: 3 clusters Score -157872.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -467471.968750 Penalty: 1391.196533
	Iteration 0F: 2 clusters Score -467472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -463426.000000 Penalty: 2782.393066
	Iteration 0F: 3 clusters Score -463426 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -464690.125000 Penalty: 2782.393066
	Iteration 1F: 3 clusters Score -464690.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -464957.343750 Penalty: 2782.393066
	Iteration 2F: 3 clusters Score -464957.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -465209.468750 Penalty: 2782.393066
	Iteration 3F: 3 clusters Score -465209.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -465445.781250 Penalty: 2782.393066
	Iteration 4F: 3 clusters Score -465445.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -465672.937500 Penalty: 2782.393066
	Iteration 5F: 3 clusters Score -465672.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -465856.781250 Penalty: 2782.393066
	Iteration 6F: 3 clusters Score -465856.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -465981.281250 Penalty: 2782.393066
	Iteration 7Q: 3 clusters Score -465981.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -466089.218750 Penalty: 2782.393066
	Iteration 8Q: 3 clusters Score -466089.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -466154.750000 Penalty: 2782.393066
	Iteration 9Q: 3 clusters Score -466154.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -466192.968750 Penalty: 2782.393066
	Iteration 10Q: 3 clusters Score -466193 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -466228.125000 Penalty: 2782.393066
	Iteration 11Q: 3 clusters Score -466228.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -466252.437500 Penalty: 2782.393066
	Iteration 12Q: 3 clusters Score -466252.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -466272.031250 Penalty: 2782.393066
	Iteration 13Q: 3 clusters Score -466272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -466286.218750 Penalty: 2782.393066
	Iteration 14Q: 3 clusters Score -466286.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -466301.781250 Penalty: 2782.393066
	Iteration 15Q: 3 clusters Score -466301.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -466319.718750 Penalty: 2782.393066
	Iteration 16Q: 3 clusters Score -466319.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -466337.125000 Penalty: 2782.393066
	Iteration 17Q: 3 clusters Score -466337.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -466351.968750 Penalty: 2782.393066
	Iteration 18Q: 3 clusters Score -466352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -466363.156250 Penalty: 2782.393066
	Iteration 19Q: 3 clusters Score -466363.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -466370.437500 Penalty: 2782.393066
	Iteration 20F: 3 clusters Score -466370.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -466375.406250 Penalty: 2782.393066
	Iteration 21Q: 3 clusters Score -466375.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -466380.906250 Penalty: 2782.393066
	Iteration 22Q: 3 clusters Score -466380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -466382.687500 Penalty: 2782.393066
	Iteration 23Q: 3 clusters Score -466382.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -466384.281250 Penalty: 2782.393066
	Iteration 24Q: 3 clusters Score -466384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -466384.406250 Penalty: 2782.393066
	Iteration 25Q: 3 clusters Score -466384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -466385.281250 Penalty: 2782.393066
	Iteration 26Q: 3 clusters Score -466385.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -466385.281250 Penalty: 2782.393066
	Iteration 27F: 3 clusters Score -466385.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -124382.117188 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -124382.1 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 677 members 
Entering Unmasked Estep 
Score: -122743.062500 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -122743.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -123083.828125 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -123083.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123215.968750 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -123216 nChanged 93
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: -123317.000000 Penalty: 2344.235352
	Iteration 3F: 3 clusters Score -123317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123411.562500 Penalty: 2344.235352
	Iteration 4F: 3 clusters Score -123411.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123539.304688 Penalty: 2344.235352
	Iteration 5F: 3 clusters Score -123539.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123636.789062 Penalty: 2344.235352
	Iteration 6F: 3 clusters Score -123636.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -123716.867188 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -123716.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123756.679688 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -123756.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123783.984375 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -123784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123802.140625 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -123802.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123811.000000 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -123811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -123819.992188 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -123820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -123823.710938 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -123823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -123826.070312 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -123826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -123828.585938 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -123828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -123830.679688 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -123830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -123834.500000 Penalty: 2344.235352
	Iteration 17Q: 3 clusters Score -123834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -123836.507812 Penalty: 2344.235352
	Iteration 18Q: 3 clusters Score -123836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -123836.507812 Penalty: 2344.235352
	Iteration 19F: 3 clusters Score -123836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Entering Unmasked Estep 
Score: -3812383.250000 Penalty: 1716.512695
	Iteration 0F: 2 clusters Score -3812383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3789901.000000 Penalty: 3433.025391
	Iteration 0F: 3 clusters Score -3789901 nChanged 18185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3800211.500000 Penalty: 3433.025391
	Iteration 1F: 3 clusters Score -3800212 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3800626.000000 Penalty: 3433.025391
	Iteration 2Q: 3 clusters Score -3800626 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3801090.750000 Penalty: 3433.025391
	Iteration 3Q: 3 clusters Score -3801091 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3801602.000000 Penalty: 3433.025391
	Iteration 4Q: 3 clusters Score -3801602 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3802237.500000 Penalty: 3433.025391
	Iteration 5Q: 3 clusters Score -3802238 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3802979.500000 Penalty: 3433.025391
	Iteration 6Q: 3 clusters Score -3802980 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3803934.750000 Penalty: 3433.025391
	Iteration 7Q: 3 clusters Score -3803935 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3805039.750000 Penalty: 3433.025391
	Iteration 8F: 3 clusters Score -3805040 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3806034.250000 Penalty: 3433.025391
	Iteration 9Q: 3 clusters Score -3806034 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3806874.250000 Penalty: 3433.025391
	Iteration 10Q: 3 clusters Score -3806874 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3807466.250000 Penalty: 3433.025391
	Iteration 11Q: 3 clusters Score -3807466 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3807765.750000 Penalty: 3433.025391
	Iteration 12Q: 3 clusters Score -3807766 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3807939.000000 Penalty: 3433.025391
	Iteration 13Q: 3 clusters Score -3807939 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3808069.250000 Penalty: 3433.025391
	Iteration 14Q: 3 clusters Score -3808069 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3808158.250000 Penalty: 3433.025391
	Iteration 15Q: 3 clusters Score -3808158 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3808229.500000 Penalty: 3433.025391
	Iteration 16Q: 3 clusters Score -3808230 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3808299.500000 Penalty: 3433.025391
	Iteration 17Q: 3 clusters Score -3808300 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3808352.250000 Penalty: 3433.025391
	Iteration 18Q: 3 clusters Score -3808352 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3808412.750000 Penalty: 3433.025391
	Iteration 19Q: 3 clusters Score -3808413 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3808460.750000 Penalty: 3433.025391
	Iteration 20F: 3 clusters Score -3808461 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -3808503.750000 Penalty: 3433.025391
	Iteration 21Q: 3 clusters Score -3808504 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3808545.750000 Penalty: 3433.025391
	Iteration 22Q: 3 clusters Score -3808546 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3808584.000000 Penalty: 3433.025391
	Iteration 23Q: 3 clusters Score -3808584 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3808595.250000 Penalty: 3433.025391
	Iteration 24Q: 3 clusters Score -3808595 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3808625.500000 Penalty: 3433.025391
	Iteration 25Q: 3 clusters Score -3808626 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3808650.000000 Penalty: 3433.025391
	Iteration 26Q: 3 clusters Score -3808650 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3808668.250000 Penalty: 3433.025391
	Iteration 27Q: 3 clusters Score -3808668 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3808715.750000 Penalty: 3433.025391
	Iteration 28Q: 3 clusters Score -3808716 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3808762.250000 Penalty: 3433.025391
	Iteration 29Q: 3 clusters Score -3808762 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3808805.500000 Penalty: 3433.025391
	Iteration 30Q: 3 clusters Score -3808806 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3808842.500000 Penalty: 3433.025391
	Iteration 31Q: 3 clusters Score -3808842 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3808851.250000 Penalty: 3433.025391
	Iteration 32Q: 3 clusters Score -3808851 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3808872.000000 Penalty: 3433.025391
	Iteration 33Q: 3 clusters Score -3808872 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3808908.500000 Penalty: 3433.025391
	Iteration 34Q: 3 clusters Score -3808908 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3808931.500000 Penalty: 3433.025391
	Iteration 35Q: 3 clusters Score -3808932 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3808969.250000 Penalty: 3433.025391
	Iteration 36Q: 3 clusters Score -3808969 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3808996.500000 Penalty: 3433.025391
	Iteration 37Q: 3 clusters Score -3808996 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3809023.000000 Penalty: 3433.025391
	Iteration 38Q: 3 clusters Score -3809023 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3809069.250000 Penalty: 3433.025391
	Iteration 39Q: 3 clusters Score -3809069 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3809092.000000 Penalty: 3433.025391
	Iteration 40F: 3 clusters Score -3809092 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3809159.750000 Penalty: 3433.025391
	Iteration 41Q: 3 clusters Score -3809160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3809225.750000 Penalty: 3433.025391
	Iteration 42Q: 3 clusters Score -3809226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3809285.750000 Penalty: 3433.025391
	Iteration 43Q: 3 clusters Score -3809286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3809357.750000 Penalty: 3433.025391
	Iteration 44Q: 3 clusters Score -3809358 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3809416.000000 Penalty: 3433.025391
	Iteration 45Q: 3 clusters Score -3809416 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3809488.250000 Penalty: 3433.025391
	Iteration 46Q: 3 clusters Score -3809488 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3809580.500000 Penalty: 3433.025391
	Iteration 47Q: 3 clusters Score -3809580 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3809655.000000 Penalty: 3433.025391
	Iteration 48Q: 3 clusters Score -3809655 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3809722.750000 Penalty: 3433.025391
	Iteration 49Q: 3 clusters Score -3809723 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3809791.250000 Penalty: 3433.025391
	Iteration 50Q: 3 clusters Score -3809791 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3809870.000000 Penalty: 3433.025391
	Iteration 51Q: 3 clusters Score -3809870 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3809958.500000 Penalty: 3433.025391
	Iteration 52Q: 3 clusters Score -3809958 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3810049.250000 Penalty: 3433.025391
	Iteration 53Q: 3 clusters Score -3810049 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3810145.750000 Penalty: 3433.025391
	Iteration 54Q: 3 clusters Score -3810146 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3810274.250000 Penalty: 3433.025391
	Iteration 55Q: 3 clusters Score -3810274 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3810382.000000 Penalty: 3433.025391
	Iteration 56Q: 3 clusters Score -3810382 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3810506.500000 Penalty: 3433.025391
	Iteration 57Q: 3 clusters Score -3810506 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3810605.250000 Penalty: 3433.025391
	Iteration 58Q: 3 clusters Score -3810605 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3810717.500000 Penalty: 3433.025391
	Iteration 59Q: 3 clusters Score -3810718 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3810858.250000 Penalty: 3433.025391
	Iteration 60F: 3 clusters Score -3810858 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3811020.250000 Penalty: 3433.025391
	Iteration 61Q: 3 clusters Score -3811020 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3811174.750000 Penalty: 3433.025391
	Iteration 62Q: 3 clusters Score -3811175 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3811328.250000 Penalty: 3433.025391
	Iteration 63Q: 3 clusters Score -3811328 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3811445.500000 Penalty: 3433.025391
	Iteration 64Q: 3 clusters Score -3811446 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -3811563.000000 Penalty: 3433.025391
	Iteration 65Q: 3 clusters Score -3811563 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -3811655.000000 Penalty: 3433.025391
	Iteration 66Q: 3 clusters Score -3811655 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -3811751.250000 Penalty: 3433.025391
	Iteration 67Q: 3 clusters Score -3811751 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3811833.750000 Penalty: 3433.025391
	Iteration 68Q: 3 clusters Score -3811834 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3811939.000000 Penalty: 3433.025391
	Iteration 69Q: 3 clusters Score -3811939 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -3812060.500000 Penalty: 3433.025391
	Iteration 70Q: 3 clusters Score -3812060 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -3812192.500000 Penalty: 3433.025391
	Iteration 71Q: 3 clusters Score -3812192 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -3812343.750000 Penalty: 3433.025391
	Iteration 72Q: 3 clusters Score -3812344 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -3812455.500000 Penalty: 3433.025391
	Iteration 73Q: 3 clusters Score -3812456 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -3812555.250000 Penalty: 3433.025391
	Iteration 74Q: 3 clusters Score -3812555 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -3812576.750000 Penalty: 3433.025391
	Iteration 75Q: 3 clusters Score -3812577 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -3812571.000000 Penalty: 3433.025391
	Iteration 76Q: 3 clusters Score -3812571 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3812556.000000 Penalty: 3433.025391
	Iteration 77Q: 3 clusters Score -3812556 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -3812533.250000 Penalty: 3433.025391
	Iteration 78Q: 3 clusters Score -3812533 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -3812493.750000 Penalty: 3433.025391
	Iteration 79Q: 3 clusters Score -3812494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -3812429.750000 Penalty: 3433.025391
	Iteration 80F: 3 clusters Score -3812430 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -3812381.000000 Penalty: 3433.025391
	Iteration 81Q: 3 clusters Score -3812381 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -3812328.500000 Penalty: 3433.025391
	Iteration 82Q: 3 clusters Score -3812328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3812276.500000 Penalty: 3433.025391
	Iteration 83Q: 3 clusters Score -3812276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -3812230.750000 Penalty: 3433.025391
	Iteration 84Q: 3 clusters Score -3812231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3812195.000000 Penalty: 3433.025391
	Iteration 85Q: 3 clusters Score -3812195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -3812166.500000 Penalty: 3433.025391
	Iteration 86Q: 3 clusters Score -3812166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -3812141.750000 Penalty: 3433.025391
	Iteration 87Q: 3 clusters Score -3812142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -3812117.250000 Penalty: 3433.025391
	Iteration 88Q: 3 clusters Score -3812117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -3812087.250000 Penalty: 3433.025391
	Iteration 89Q: 3 clusters Score -3812087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -3812070.500000 Penalty: 3433.025391
	Iteration 90Q: 3 clusters Score -3812070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -3812056.000000 Penalty: 3433.025391
	Iteration 91Q: 3 clusters Score -3812056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -3812052.250000 Penalty: 3433.025391
	Iteration 92Q: 3 clusters Score -3812052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3812005.750000 Penalty: 3433.025391
	Iteration 93Q: 3 clusters Score -3812006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -3811995.500000 Penalty: 3433.025391
	Iteration 94Q: 3 clusters Score -3811996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -3811968.000000 Penalty: 3433.025391
	Iteration 95Q: 3 clusters Score -3811968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -3811944.000000 Penalty: 3433.025391
	Iteration 96Q: 3 clusters Score -3811944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -3811937.000000 Penalty: 3433.025391
	Iteration 97Q: 3 clusters Score -3811937 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -3811940.250000 Penalty: 3433.025391
	Iteration 98Q: 3 clusters Score -3811940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3811932.250000 Penalty: 3433.025391
	Iteration 99Q: 3 clusters Score -3811932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -3811914.500000 Penalty: 3433.025391
	Iteration 100F: 3 clusters Score -3811914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -3811896.250000 Penalty: 3433.025391
	Iteration 101Q: 3 clusters Score -3811896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -3811880.500000 Penalty: 3433.025391
	Iteration 102Q: 3 clusters Score -3811880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3811869.500000 Penalty: 3433.025391
	Iteration 103Q: 3 clusters Score -3811870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -3811852.750000 Penalty: 3433.025391
	Iteration 104Q: 3 clusters Score -3811853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -3811841.750000 Penalty: 3433.025391
	Iteration 105Q: 3 clusters Score -3811842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -3811835.750000 Penalty: 3433.025391
	Iteration 106Q: 3 clusters Score -3811836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -3811831.750000 Penalty: 3433.025391
	Iteration 107Q: 3 clusters Score -3811832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -3811828.750000 Penalty: 3433.025391
	Iteration 108Q: 3 clusters Score -3811829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -3811817.250000 Penalty: 3433.025391
	Iteration 109Q: 3 clusters Score -3811817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -3811821.250000 Penalty: 3433.025391
	Iteration 110Q: 3 clusters Score -3811821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -3811821.000000 Penalty: 3433.025391
	Iteration 111Q: 3 clusters Score -3811821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -3811805.750000 Penalty: 3433.025391
	Iteration 112Q: 3 clusters Score -3811806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -3811810.250000 Penalty: 3433.025391
	Iteration 113Q: 3 clusters Score -3811810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -3811815.000000 Penalty: 3433.025391
	Iteration 114Q: 3 clusters Score -3811815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3811814.250000 Penalty: 3433.025391
	Iteration 115Q: 3 clusters Score -3811814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -3811819.000000 Penalty: 3433.025391
	Iteration 116Q: 3 clusters Score -3811819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -3811817.750000 Penalty: 3433.025391
	Iteration 117Q: 3 clusters Score -3811818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -3811807.250000 Penalty: 3433.025391
	Iteration 118Q: 3 clusters Score -3811807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3811804.750000 Penalty: 3433.025391
	Iteration 119Q: 3 clusters Score -3811805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -3811798.750000 Penalty: 3433.025391
	Iteration 120F: 3 clusters Score -3811799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -3811801.750000 Penalty: 3433.025391
	Iteration 121Q: 3 clusters Score -3811802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -3811802.750000 Penalty: 3433.025391
	Iteration 122Q: 3 clusters Score -3811803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3811804.250000 Penalty: 3433.025391
	Iteration 123Q: 3 clusters Score -3811804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -3811806.250000 Penalty: 3433.025391
	Iteration 124Q: 3 clusters Score -3811806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -3811809.000000 Penalty: 3433.025391
	Iteration 125Q: 3 clusters Score -3811809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -3811810.000000 Penalty: 3433.025391
	Iteration 126Q: 3 clusters Score -3811810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -3811818.500000 Penalty: 3433.025391
	Iteration 127Q: 3 clusters Score -3811818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -3811810.250000 Penalty: 3433.025391
	Iteration 128Q: 3 clusters Score -3811810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -3811797.500000 Penalty: 3433.025391
	Iteration 129Q: 3 clusters Score -3811798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -3811784.250000 Penalty: 3433.025391
	Iteration 130Q: 3 clusters Score -3811784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -3811789.750000 Penalty: 3433.025391
	Iteration 131Q: 3 clusters Score -3811790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -3811786.500000 Penalty: 3433.025391
	Iteration 132Q: 3 clusters Score -3811786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -3811783.250000 Penalty: 3433.025391
	Iteration 133Q: 3 clusters Score -3811783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -3811780.750000 Penalty: 3433.025391
	Iteration 134Q: 3 clusters Score -3811781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -3811775.500000 Penalty: 3433.025391
	Iteration 135Q: 3 clusters Score -3811776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -3811775.750000 Penalty: 3433.025391
	Iteration 136Q: 3 clusters Score -3811776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -3811772.250000 Penalty: 3433.025391
	Iteration 137Q: 3 clusters Score -3811772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -3811769.000000 Penalty: 3433.025391
	Iteration 138Q: 3 clusters Score -3811769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -3811767.500000 Penalty: 3433.025391
	Iteration 139Q: 3 clusters Score -3811768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -3811766.750000 Penalty: 3433.025391
	Iteration 140F: 3 clusters Score -3811767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -3811764.000000 Penalty: 3433.025391
	Iteration 141Q: 3 clusters Score -3811764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -3811760.750000 Penalty: 3433.025391
	Iteration 142Q: 3 clusters Score -3811761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -3811749.500000 Penalty: 3433.025391
	Iteration 143Q: 3 clusters Score -3811750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -3811744.750000 Penalty: 3433.025391
	Iteration 144Q: 3 clusters Score -3811745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -3811742.750000 Penalty: 3433.025391
	Iteration 145Q: 3 clusters Score -3811743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -3811740.750000 Penalty: 3433.025391
	Iteration 146Q: 3 clusters Score -3811741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -3811740.250000 Penalty: 3433.025391
	Iteration 147Q: 3 clusters Score -3811740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -3811737.250000 Penalty: 3433.025391
	Iteration 148Q: 3 clusters Score -3811737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -3811737.250000 Penalty: 3433.025391
	Iteration 149F: 3 clusters Score -3811737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -204558.890625 Penalty: 1255.007080
	Iteration 0F: 2 clusters Score -204558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -202301.234375 Penalty: 2510.014160
	Iteration 0F: 3 clusters Score -202301.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -202829.906250 Penalty: 2510.014160
	Iteration 1F: 3 clusters Score -202829.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -202972.015625 Penalty: 2510.014160
	Iteration 2F: 3 clusters Score -202972 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -203092.546875 Penalty: 2510.014160
	Iteration 3F: 3 clusters Score -203092.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -203179.718750 Penalty: 2510.014160
	Iteration 4Q: 3 clusters Score -203179.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -203246.093750 Penalty: 2510.014160
	Iteration 5Q: 3 clusters Score -203246.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -203297.062500 Penalty: 2510.014160
	Iteration 6Q: 3 clusters Score -203297.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -203345.328125 Penalty: 2510.014160
	Iteration 7Q: 3 clusters Score -203345.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -203378.765625 Penalty: 2510.014160
	Iteration 8Q: 3 clusters Score -203378.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -203405.296875 Penalty: 2510.014160
	Iteration 9Q: 3 clusters Score -203405.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -203421.750000 Penalty: 2510.014160
	Iteration 10Q: 3 clusters Score -203421.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -203432.984375 Penalty: 2510.014160
	Iteration 11Q: 3 clusters Score -203433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -203445.062500 Penalty: 2510.014160
	Iteration 12Q: 3 clusters Score -203445.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -203453.937500 Penalty: 2510.014160
	Iteration 13Q: 3 clusters Score -203453.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -203464.671875 Penalty: 2510.014160
	Iteration 14Q: 3 clusters Score -203464.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -203473.593750 Penalty: 2510.014160
	Iteration 15Q: 3 clusters Score -203473.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -203480.328125 Penalty: 2510.014160
	Iteration 16Q: 3 clusters Score -203480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -203485.500000 Penalty: 2510.014160
	Iteration 17Q: 3 clusters Score -203485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -203497.390625 Penalty: 2510.014160
	Iteration 18Q: 3 clusters Score -203497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -203506.390625 Penalty: 2510.014160
	Iteration 19Q: 3 clusters Score -203506.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -203513.656250 Penalty: 2510.014160
	Iteration 20F: 3 clusters Score -203513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -203522.234375 Penalty: 2510.014160
	Iteration 21Q: 3 clusters Score -203522.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -203528.875000 Penalty: 2510.014160
	Iteration 22Q: 3 clusters Score -203528.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -203532.875000 Penalty: 2510.014160
	Iteration 23Q: 3 clusters Score -203532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -203535.515625 Penalty: 2510.014160
	Iteration 24Q: 3 clusters Score -203535.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -203537.968750 Penalty: 2510.014160
	Iteration 25Q: 3 clusters Score -203538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -203541.640625 Penalty: 2510.014160
	Iteration 26Q: 3 clusters Score -203541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -203543.109375 Penalty: 2510.014160
	Iteration 27Q: 3 clusters Score -203543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -203543.781250 Penalty: 2510.014160
	Iteration 28Q: 3 clusters Score -203543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -203545.546875 Penalty: 2510.014160
	Iteration 29Q: 3 clusters Score -203545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -203546.765625 Penalty: 2510.014160
	Iteration 30Q: 3 clusters Score -203546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -203546.765625 Penalty: 2510.014160
	Iteration 31F: 3 clusters Score -203546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Entering Unmasked Estep 
Score: -1677419.375000 Penalty: 1592.844360
	Iteration 0F: 2 clusters Score -1677419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1664986.875000 Penalty: 3185.688721
	Iteration 0F: 3 clusters Score -1664987 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1669459.000000 Penalty: 3185.688721
	Iteration 1F: 3 clusters Score -1669459 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1669800.750000 Penalty: 3185.688721
	Iteration 2F: 3 clusters Score -1669801 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1670097.125000 Penalty: 3185.688721
	Iteration 3Q: 3 clusters Score -1670097 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1670367.500000 Penalty: 3185.688721
	Iteration 4Q: 3 clusters Score -1670368 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1670639.875000 Penalty: 3185.688721
	Iteration 5Q: 3 clusters Score -1670640 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1670904.500000 Penalty: 3185.688721
	Iteration 6Q: 3 clusters Score -1670904 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1671271.625000 Penalty: 3185.688721
	Iteration 7Q: 3 clusters Score -1671272 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1671758.500000 Penalty: 3185.688721
	Iteration 8Q: 3 clusters Score -1671758 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1672367.375000 Penalty: 3185.688721
	Iteration 9Q: 3 clusters Score -1672367 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1673060.500000 Penalty: 3185.688721
	Iteration 10Q: 3 clusters Score -1673060 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1673723.750000 Penalty: 3185.688721
	Iteration 11Q: 3 clusters Score -1673724 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1674273.000000 Penalty: 3185.688721
	Iteration 12Q: 3 clusters Score -1674273 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1674664.250000 Penalty: 3185.688721
	Iteration 13Q: 3 clusters Score -1674664 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1674970.875000 Penalty: 3185.688721
	Iteration 14Q: 3 clusters Score -1674971 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1675204.625000 Penalty: 3185.688721
	Iteration 15Q: 3 clusters Score -1675205 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1675406.000000 Penalty: 3185.688721
	Iteration 16Q: 3 clusters Score -1675406 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1675554.250000 Penalty: 3185.688721
	Iteration 17Q: 3 clusters Score -1675554 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1675677.375000 Penalty: 3185.688721
	Iteration 18Q: 3 clusters Score -1675677 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1675774.375000 Penalty: 3185.688721
	Iteration 19Q: 3 clusters Score -1675774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1675853.625000 Penalty: 3185.688721
	Iteration 20F: 3 clusters Score -1675854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1675909.750000 Penalty: 3185.688721
	Iteration 21Q: 3 clusters Score -1675910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1675947.500000 Penalty: 3185.688721
	Iteration 22Q: 3 clusters Score -1675948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1675984.750000 Penalty: 3185.688721
	Iteration 23Q: 3 clusters Score -1675985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1676001.500000 Penalty: 3185.688721
	Iteration 24Q: 3 clusters Score -1676002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1676023.500000 Penalty: 3185.688721
	Iteration 25Q: 3 clusters Score -1676024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1676041.375000 Penalty: 3185.688721
	Iteration 26Q: 3 clusters Score -1676041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1676052.375000 Penalty: 3185.688721
	Iteration 27Q: 3 clusters Score -1676052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1676066.625000 Penalty: 3185.688721
	Iteration 28Q: 3 clusters Score -1676067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1676077.125000 Penalty: 3185.688721
	Iteration 29Q: 3 clusters Score -1676077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1676085.250000 Penalty: 3185.688721
	Iteration 30Q: 3 clusters Score -1676085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1676091.125000 Penalty: 3185.688721
	Iteration 31Q: 3 clusters Score -1676091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1676099.750000 Penalty: 3185.688721
	Iteration 32Q: 3 clusters Score -1676100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1676103.750000 Penalty: 3185.688721
	Iteration 33Q: 3 clusters Score -1676104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1676111.875000 Penalty: 3185.688721
	Iteration 34Q: 3 clusters Score -1676112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1676115.000000 Penalty: 3185.688721
	Iteration 35Q: 3 clusters Score -1676115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1676118.125000 Penalty: 3185.688721
	Iteration 36Q: 3 clusters Score -1676118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1676119.875000 Penalty: 3185.688721
	Iteration 37Q: 3 clusters Score -1676120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1676122.625000 Penalty: 3185.688721
	Iteration 38Q: 3 clusters Score -1676123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1676126.125000 Penalty: 3185.688721
	Iteration 39Q: 3 clusters Score -1676126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1676127.375000 Penalty: 3185.688721
	Iteration 40F: 3 clusters Score -1676127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1676128.750000 Penalty: 3185.688721
	Iteration 41Q: 3 clusters Score -1676129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1676129.250000 Penalty: 3185.688721
	Iteration 42Q: 3 clusters Score -1676129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1676134.625000 Penalty: 3185.688721
	Iteration 43Q: 3 clusters Score -1676135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1676139.125000 Penalty: 3185.688721
	Iteration 44Q: 3 clusters Score -1676139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1676141.625000 Penalty: 3185.688721
	Iteration 45Q: 3 clusters Score -1676142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1676144.500000 Penalty: 3185.688721
	Iteration 46Q: 3 clusters Score -1676144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1676144.250000 Penalty: 3185.688721
	Iteration 47Q: 3 clusters Score -1676144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1676144.875000 Penalty: 3185.688721
	Iteration 48Q: 3 clusters Score -1676145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1676147.750000 Penalty: 3185.688721
	Iteration 49Q: 3 clusters Score -1676148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1676149.500000 Penalty: 3185.688721
	Iteration 50Q: 3 clusters Score -1676150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1676149.625000 Penalty: 3185.688721
	Iteration 51Q: 3 clusters Score -1676150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1676148.125000 Penalty: 3185.688721
	Iteration 52Q: 3 clusters Score -1676148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1676150.375000 Penalty: 3185.688721
	Iteration 53Q: 3 clusters Score -1676150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1676153.125000 Penalty: 3185.688721
	Iteration 54Q: 3 clusters Score -1676153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1676156.875000 Penalty: 3185.688721
	Iteration 55Q: 3 clusters Score -1676157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1676159.500000 Penalty: 3185.688721
	Iteration 56Q: 3 clusters Score -1676160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1676161.000000 Penalty: 3185.688721
	Iteration 57Q: 3 clusters Score -1676161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1676160.625000 Penalty: 3185.688721
	Iteration 58Q: 3 clusters Score -1676161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1676160.625000 Penalty: 3185.688721
	Iteration 59F: 3 clusters Score -1676161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -568968.000000 Penalty: 1419.444458
	Iteration 0F: 2 clusters Score -568968 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 3057 members 
Entering Unmasked Estep 
Score: -564206.812500 Penalty: 2838.888916
	Iteration 0F: 3 clusters Score -564206.8 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -565598.687500 Penalty: 2838.888916
	Iteration 1F: 3 clusters Score -565598.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -565903.125000 Penalty: 2838.888916
	Iteration 2F: 3 clusters Score -565903.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -566172.562500 Penalty: 2838.888916
	Iteration 3F: 3 clusters Score -566172.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -566478.125000 Penalty: 2838.888916
	Iteration 4F: 3 clusters Score -566478.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -566786.000000 Penalty: 2838.888916
	Iteration 5F: 3 clusters Score -566786 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -567054.875000 Penalty: 2838.888916
	Iteration 6F: 3 clusters Score -567054.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -567324.125000 Penalty: 2838.888916
	Iteration 7F: 3 clusters Score -567324.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -567629.000000 Penalty: 2838.888916
	Iteration 8Q: 3 clusters Score -567629 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -567903.250000 Penalty: 2838.888916
	Iteration 9Q: 3 clusters Score -567903.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -568091.500000 Penalty: 2838.888916
	Iteration 10Q: 3 clusters Score -568091.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -568198.812500 Penalty: 2838.888916
	Iteration 11Q: 3 clusters Score -568198.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -568270.437500 Penalty: 2838.888916
	Iteration 12Q: 3 clusters Score -568270.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -568323.562500 Penalty: 2838.888916
	Iteration 13Q: 3 clusters Score -568323.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -568369.187500 Penalty: 2838.888916
	Iteration 14Q: 3 clusters Score -568369.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -568401.937500 Penalty: 2838.888916
	Iteration 15Q: 3 clusters Score -568401.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -568420.937500 Penalty: 2838.888916
	Iteration 16Q: 3 clusters Score -568420.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -568436.000000 Penalty: 2838.888916
	Iteration 17Q: 3 clusters Score -568436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -568448.687500 Penalty: 2838.888916
	Iteration 18Q: 3 clusters Score -568448.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -568456.937500 Penalty: 2838.888916
	Iteration 19Q: 3 clusters Score -568456.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -568465.375000 Penalty: 2838.888916
	Iteration 20F: 3 clusters Score -568465.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -568470.937500 Penalty: 2838.888916
	Iteration 21Q: 3 clusters Score -568470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -568474.500000 Penalty: 2838.888916
	Iteration 22Q: 3 clusters Score -568474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -568476.437500 Penalty: 2838.888916
	Iteration 23Q: 3 clusters Score -568476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -568477.062500 Penalty: 2838.888916
	Iteration 24Q: 3 clusters Score -568477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -568477.812500 Penalty: 2838.888916
	Iteration 25Q: 3 clusters Score -568477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -568477.625000 Penalty: 2838.888916
	Iteration 26Q: 3 clusters Score -568477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -568477.937500 Penalty: 2838.888916
	Iteration 27Q: 3 clusters Score -568477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -568478.062500 Penalty: 2838.888916
	Iteration 28Q: 3 clusters Score -568478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -568480.375000 Penalty: 2838.888916
	Iteration 29Q: 3 clusters Score -568480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -568479.875000 Penalty: 2838.888916
	Iteration 30Q: 3 clusters Score -568479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -568479.875000 Penalty: 2838.888916
	Iteration 31F: 3 clusters Score -568479.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Entering Unmasked Estep 
Score: -3768694.000000 Penalty: 1716.218384
	Iteration 0F: 2 clusters Score -3768694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3745140.250000 Penalty: 3432.436768
	Iteration 0F: 3 clusters Score -3745140 nChanged 17930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3755055.000000 Penalty: 3432.436768
	Iteration 1F: 3 clusters Score -3755055 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3755568.750000 Penalty: 3432.436768
	Iteration 2Q: 3 clusters Score -3755569 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3756136.750000 Penalty: 3432.436768
	Iteration 3Q: 3 clusters Score -3756137 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3757043.750000 Penalty: 3432.436768
	Iteration 4Q: 3 clusters Score -3757044 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3758388.750000 Penalty: 3432.436768
	Iteration 5F: 3 clusters Score -3758389 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3760251.250000 Penalty: 3432.436768
	Iteration 6F: 3 clusters Score -3760251 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3762519.500000 Penalty: 3432.436768
	Iteration 7F: 3 clusters Score -3762520 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3764803.750000 Penalty: 3432.436768
	Iteration 8F: 3 clusters Score -3764804 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3766934.250000 Penalty: 3432.436768
	Iteration 9Q: 3 clusters Score -3766934 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3767568.000000 Penalty: 3432.436768
	Iteration 10Q: 3 clusters Score -3767568 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3767587.750000 Penalty: 3432.436768
	Iteration 11Q: 3 clusters Score -3767588 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3767520.500000 Penalty: 3432.436768
	Iteration 12Q: 3 clusters Score -3767520 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3767478.250000 Penalty: 3432.436768
	Iteration 13Q: 3 clusters Score -3767478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3767473.750000 Penalty: 3432.436768
	Iteration 14Q: 3 clusters Score -3767474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3767477.500000 Penalty: 3432.436768
	Iteration 15Q: 3 clusters Score -3767478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3767489.750000 Penalty: 3432.436768
	Iteration 16Q: 3 clusters Score -3767490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3767495.500000 Penalty: 3432.436768
	Iteration 17Q: 3 clusters Score -3767496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3767498.750000 Penalty: 3432.436768
	Iteration 18Q: 3 clusters Score -3767499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3767509.750000 Penalty: 3432.436768
	Iteration 19Q: 3 clusters Score -3767510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3767518.750000 Penalty: 3432.436768
	Iteration 20F: 3 clusters Score -3767519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3767531.000000 Penalty: 3432.436768
	Iteration 21Q: 3 clusters Score -3767531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3767529.000000 Penalty: 3432.436768
	Iteration 22Q: 3 clusters Score -3767529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3767542.000000 Penalty: 3432.436768
	Iteration 23Q: 3 clusters Score -3767542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3767549.500000 Penalty: 3432.436768
	Iteration 24Q: 3 clusters Score -3767550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3767566.750000 Penalty: 3432.436768
	Iteration 25Q: 3 clusters Score -3767567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3767577.250000 Penalty: 3432.436768
	Iteration 26Q: 3 clusters Score -3767577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3767581.500000 Penalty: 3432.436768
	Iteration 27Q: 3 clusters Score -3767582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3767588.750000 Penalty: 3432.436768
	Iteration 28Q: 3 clusters Score -3767589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3767588.750000 Penalty: 3432.436768
	Iteration 29Q: 3 clusters Score -3767589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3767588.750000 Penalty: 3432.436768
	Iteration 30F: 3 clusters Score -3767589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Entering Unmasked Estep 
Score: -2104429.000000 Penalty: 1634.544922
	Iteration 0F: 2 clusters Score -2104429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2088681.000000 Penalty: 3269.089844
	Iteration 0F: 3 clusters Score -2088681 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2094654.750000 Penalty: 3269.089844
	Iteration 1F: 3 clusters Score -2094655 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2095155.375000 Penalty: 3269.089844
	Iteration 2F: 3 clusters Score -2095155 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2095667.625000 Penalty: 3269.089844
	Iteration 3F: 3 clusters Score -2095668 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2096176.125000 Penalty: 3269.089844
	Iteration 4Q: 3 clusters Score -2096176 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2096670.250000 Penalty: 3269.089844
	Iteration 5Q: 3 clusters Score -2096670 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2097193.750000 Penalty: 3269.089844
	Iteration 6Q: 3 clusters Score -2097194 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2097769.750000 Penalty: 3269.089844
	Iteration 7Q: 3 clusters Score -2097770 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2098388.500000 Penalty: 3269.089844
	Iteration 8Q: 3 clusters Score -2098388 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2099063.000000 Penalty: 3269.089844
	Iteration 9Q: 3 clusters Score -2099063 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2099744.000000 Penalty: 3269.089844
	Iteration 10Q: 3 clusters Score -2099744 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2100342.000000 Penalty: 3269.089844
	Iteration 11Q: 3 clusters Score -2100342 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2100801.250000 Penalty: 3269.089844
	Iteration 12Q: 3 clusters Score -2100801 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2101100.250000 Penalty: 3269.089844
	Iteration 13Q: 3 clusters Score -2101100 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2101355.000000 Penalty: 3269.089844
	Iteration 14Q: 3 clusters Score -2101355 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2101599.000000 Penalty: 3269.089844
	Iteration 15Q: 3 clusters Score -2101599 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2101818.250000 Penalty: 3269.089844
	Iteration 16Q: 3 clusters Score -2101818 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2102040.500000 Penalty: 3269.089844
	Iteration 17Q: 3 clusters Score -2102040 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2102269.000000 Penalty: 3269.089844
	Iteration 18Q: 3 clusters Score -2102269 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2102447.250000 Penalty: 3269.089844
	Iteration 19Q: 3 clusters Score -2102447 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2102607.250000 Penalty: 3269.089844
	Iteration 20F: 3 clusters Score -2102607 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2102747.000000 Penalty: 3269.089844
	Iteration 21Q: 3 clusters Score -2102747 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2102886.000000 Penalty: 3269.089844
	Iteration 22Q: 3 clusters Score -2102886 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2103005.000000 Penalty: 3269.089844
	Iteration 23Q: 3 clusters Score -2103005 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2103126.000000 Penalty: 3269.089844
	Iteration 24Q: 3 clusters Score -2103126 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2103254.250000 Penalty: 3269.089844
	Iteration 25Q: 3 clusters Score -2103254 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2103378.750000 Penalty: 3269.089844
	Iteration 26Q: 3 clusters Score -2103379 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2103488.500000 Penalty: 3269.089844
	Iteration 27Q: 3 clusters Score -2103488 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2103630.750000 Penalty: 3269.089844
	Iteration 28Q: 3 clusters Score -2103631 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2103762.750000 Penalty: 3269.089844
	Iteration 29Q: 3 clusters Score -2103763 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2103854.500000 Penalty: 3269.089844
	Iteration 30Q: 3 clusters Score -2103854 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2103929.750000 Penalty: 3269.089844
	Iteration 31Q: 3 clusters Score -2103930 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2103986.500000 Penalty: 3269.089844
	Iteration 32Q: 3 clusters Score -2103986 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2104025.500000 Penalty: 3269.089844
	Iteration 33Q: 3 clusters Score -2104026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2104062.000000 Penalty: 3269.089844
	Iteration 34Q: 3 clusters Score -2104062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2104097.750000 Penalty: 3269.089844
	Iteration 35Q: 3 clusters Score -2104098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2104132.250000 Penalty: 3269.089844
	Iteration 36Q: 3 clusters Score -2104132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2104155.250000 Penalty: 3269.089844
	Iteration 37Q: 3 clusters Score -2104155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2104178.250000 Penalty: 3269.089844
	Iteration 38Q: 3 clusters Score -2104178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2104200.500000 Penalty: 3269.089844
	Iteration 39Q: 3 clusters Score -2104200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2104210.000000 Penalty: 3269.089844
	Iteration 40F: 3 clusters Score -2104210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2104222.250000 Penalty: 3269.089844
	Iteration 41Q: 3 clusters Score -2104222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2104235.750000 Penalty: 3269.089844
	Iteration 42Q: 3 clusters Score -2104236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2104239.500000 Penalty: 3269.089844
	Iteration 43Q: 3 clusters Score -2104240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2104249.750000 Penalty: 3269.089844
	Iteration 44Q: 3 clusters Score -2104250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2104254.500000 Penalty: 3269.089844
	Iteration 45Q: 3 clusters Score -2104254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2104257.000000 Penalty: 3269.089844
	Iteration 46Q: 3 clusters Score -2104257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2104255.250000 Penalty: 3269.089844
	Iteration 47Q: 3 clusters Score -2104255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2104258.750000 Penalty: 3269.089844
	Iteration 48Q: 3 clusters Score -2104259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2104259.250000 Penalty: 3269.089844
	Iteration 49Q: 3 clusters Score -2104259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2104259.750000 Penalty: 3269.089844
	Iteration 50Q: 3 clusters Score -2104260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2104259.000000 Penalty: 3269.089844
	Iteration 51Q: 3 clusters Score -2104259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2104258.250000 Penalty: 3269.089844
	Iteration 52Q: 3 clusters Score -2104258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2104258.250000 Penalty: 3269.089844
	Iteration 53Q: 3 clusters Score -2104258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2104262.000000 Penalty: 3269.089844
	Iteration 54Q: 3 clusters Score -2104262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2104262.000000 Penalty: 3269.089844
	Iteration 55F: 3 clusters Score -2104262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -136040.906250 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -136040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -134226.265625 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -134226.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134610.031250 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -134610 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -134705.484375 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -134705.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134771.812500 Penalty: 2400.401611
	Iteration 3Q: 3 clusters Score -134771.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -134825.671875 Penalty: 2400.401611
	Iteration 4Q: 3 clusters Score -134825.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -134863.312500 Penalty: 2400.401611
	Iteration 5Q: 3 clusters Score -134863.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -134896.937500 Penalty: 2400.401611
	Iteration 6Q: 3 clusters Score -134896.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -134926.203125 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -134926.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134947.328125 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -134947.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134961.062500 Penalty: 2400.401611
	Iteration 9Q: 3 clusters Score -134961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134968.671875 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -134968.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134979.093750 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -134979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134983.281250 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -134983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134986.109375 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -134986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134988.968750 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -134989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134992.437500 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -134992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134994.609375 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -134994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -134998.125000 Penalty: 2400.401611
	Iteration 17Q: 3 clusters Score -134998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135002.375000 Penalty: 2400.401611
	Iteration 18Q: 3 clusters Score -135002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -135007.640625 Penalty: 2400.401611
	Iteration 19Q: 3 clusters Score -135007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135012.203125 Penalty: 2400.401611
	Iteration 20F: 3 clusters Score -135012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135014.453125 Penalty: 2400.401611
	Iteration 21Q: 3 clusters Score -135014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135016.281250 Penalty: 2400.401611
	Iteration 22Q: 3 clusters Score -135016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -135019.375000 Penalty: 2400.401611
	Iteration 23Q: 3 clusters Score -135019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135020.078125 Penalty: 2400.401611
	Iteration 24Q: 3 clusters Score -135020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135020.796875 Penalty: 2400.401611
	Iteration 25Q: 3 clusters Score -135020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135022.484375 Penalty: 2400.401611
	Iteration 26Q: 3 clusters Score -135022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135022.937500 Penalty: 2400.401611
	Iteration 27Q: 3 clusters Score -135022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135023.531250 Penalty: 2400.401611
	Iteration 28Q: 3 clusters Score -135023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135025.906250 Penalty: 2400.401611
	Iteration 29Q: 3 clusters Score -135025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135026.625000 Penalty: 2400.401611
	Iteration 30Q: 3 clusters Score -135026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -135027.406250 Penalty: 2400.401611
	Iteration 31Q: 3 clusters Score -135027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -135027.906250 Penalty: 2400.401611
	Iteration 32Q: 3 clusters Score -135027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -135029.140625 Penalty: 2400.401611
	Iteration 33Q: 3 clusters Score -135029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -135030.375000 Penalty: 2400.401611
	Iteration 34Q: 3 clusters Score -135030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135031.812500 Penalty: 2400.401611
	Iteration 35Q: 3 clusters Score -135031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -135032.750000 Penalty: 2400.401611
	Iteration 36Q: 3 clusters Score -135032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135034.109375 Penalty: 2400.401611
	Iteration 37Q: 3 clusters Score -135034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135034.109375 Penalty: 2400.401611
	Iteration 38F: 3 clusters Score -135034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Entering Unmasked Estep 
Score: -3726250.250000 Penalty: 1719.030396
	Iteration 0F: 2 clusters Score -3726250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3701888.750000 Penalty: 3438.060791
	Iteration 0F: 3 clusters Score -3701889 nChanged 18224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3712405.250000 Penalty: 3438.060791
	Iteration 1F: 3 clusters Score -3712405 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3713004.000000 Penalty: 3438.060791
	Iteration 2Q: 3 clusters Score -3713004 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3713686.750000 Penalty: 3438.060791
	Iteration 3Q: 3 clusters Score -3713687 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3714629.000000 Penalty: 3438.060791
	Iteration 4Q: 3 clusters Score -3714629 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3716084.000000 Penalty: 3438.060791
	Iteration 5F: 3 clusters Score -3716084 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3718225.500000 Penalty: 3438.060791
	Iteration 6F: 3 clusters Score -3718226 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3721121.000000 Penalty: 3438.060791
	Iteration 7F: 3 clusters Score -3721121 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3723276.500000 Penalty: 3438.060791
	Iteration 8F: 3 clusters Score -3723276 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3724245.000000 Penalty: 3438.060791
	Iteration 9Q: 3 clusters Score -3724245 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3724563.750000 Penalty: 3438.060791
	Iteration 10Q: 3 clusters Score -3724564 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3724670.500000 Penalty: 3438.060791
	Iteration 11Q: 3 clusters Score -3724670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3724739.250000 Penalty: 3438.060791
	Iteration 12Q: 3 clusters Score -3724739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3724767.750000 Penalty: 3438.060791
	Iteration 13Q: 3 clusters Score -3724768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3724781.500000 Penalty: 3438.060791
	Iteration 14Q: 3 clusters Score -3724782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3724790.250000 Penalty: 3438.060791
	Iteration 15Q: 3 clusters Score -3724790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3724799.750000 Penalty: 3438.060791
	Iteration 16Q: 3 clusters Score -3724800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3724811.250000 Penalty: 3438.060791
	Iteration 17Q: 3 clusters Score -3724811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3724818.750000 Penalty: 3438.060791
	Iteration 18Q: 3 clusters Score -3724819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3724819.500000 Penalty: 3438.060791
	Iteration 19Q: 3 clusters Score -3724820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3724819.500000 Penalty: 3438.060791
	Iteration 20F: 3 clusters Score -3724820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -93161.656250 Penalty: 1152.947876
	Iteration 0F: 2 clusters Score -93161.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -91745.296875 Penalty: 2305.895752
	Iteration 0F: 3 clusters Score -91745.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -92109.351562 Penalty: 2305.895752
	Iteration 1F: 3 clusters Score -92109.35 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -92224.539062 Penalty: 2305.895752
	Iteration 2F: 3 clusters Score -92224.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -92288.718750 Penalty: 2305.895752
	Iteration 3F: 3 clusters Score -92288.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -92338.570312 Penalty: 2305.895752
	Iteration 4Q: 3 clusters Score -92338.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -92399.007812 Penalty: 2305.895752
	Iteration 5Q: 3 clusters Score -92399.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -92447.617188 Penalty: 2305.895752
	Iteration 6Q: 3 clusters Score -92447.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -92495.750000 Penalty: 2305.895752
	Iteration 7Q: 3 clusters Score -92495.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -92529.640625 Penalty: 2305.895752
	Iteration 8Q: 3 clusters Score -92529.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -92559.984375 Penalty: 2305.895752
	Iteration 9Q: 3 clusters Score -92559.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -92586.718750 Penalty: 2305.895752
	Iteration 10Q: 3 clusters Score -92586.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -92617.437500 Penalty: 2305.895752
	Iteration 11Q: 3 clusters Score -92617.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92646.875000 Penalty: 2305.895752
	Iteration 12Q: 3 clusters Score -92646.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92691.632812 Penalty: 2305.895752
	Iteration 13Q: 3 clusters Score -92691.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -92733.796875 Penalty: 2305.895752
	Iteration 14Q: 3 clusters Score -92733.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92791.343750 Penalty: 2305.895752
	Iteration 15Q: 3 clusters Score -92791.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -92825.750000 Penalty: 2305.895752
	Iteration 16Q: 3 clusters Score -92825.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -92853.242188 Penalty: 2305.895752
	Iteration 17Q: 3 clusters Score -92853.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -92894.921875 Penalty: 2305.895752
	Iteration 18Q: 3 clusters Score -92894.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -92909.328125 Penalty: 2305.895752
	Iteration 19Q: 3 clusters Score -92909.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -92960.468750 Penalty: 2305.895752
	Iteration 20F: 3 clusters Score -92960.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -92970.156250 Penalty: 2305.895752
	Iteration 21Q: 3 clusters Score -92970.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -92972.617188 Penalty: 2305.895752
	Iteration 22Q: 3 clusters Score -92972.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -92972.617188 Penalty: 2305.895752
	Iteration 23F: 3 clusters Score -92972.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -289214.531250 Penalty: 1308.446411
	Iteration 0F: 2 clusters Score -289214.5 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 1600 members 
Entering Unmasked Estep 
Score: -286376.968750 Penalty: 2616.892822
	Iteration 0F: 3 clusters Score -286377 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -287073.468750 Penalty: 2616.892822
	Iteration 1F: 3 clusters Score -287073.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -287238.687500 Penalty: 2616.892822
	Iteration 2F: 3 clusters Score -287238.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -287402.750000 Penalty: 2616.892822
	Iteration 3F: 3 clusters Score -287402.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -287552.843750 Penalty: 2616.892822
	Iteration 4F: 3 clusters Score -287552.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -287686.718750 Penalty: 2616.892822
	Iteration 5F: 3 clusters Score -287686.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -287803.625000 Penalty: 2616.892822
	Iteration 6Q: 3 clusters Score -287803.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -287898.531250 Penalty: 2616.892822
	Iteration 7Q: 3 clusters Score -287898.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -287966.031250 Penalty: 2616.892822
	Iteration 8Q: 3 clusters Score -287966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -288018.750000 Penalty: 2616.892822
	Iteration 9Q: 3 clusters Score -288018.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -288068.687500 Penalty: 2616.892822
	Iteration 10Q: 3 clusters Score -288068.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -288108.218750 Penalty: 2616.892822
	Iteration 11Q: 3 clusters Score -288108.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -288142.937500 Penalty: 2616.892822
	Iteration 12Q: 3 clusters Score -288142.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -288170.281250 Penalty: 2616.892822
	Iteration 13Q: 3 clusters Score -288170.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -288198.312500 Penalty: 2616.892822
	Iteration 14Q: 3 clusters Score -288198.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -288225.531250 Penalty: 2616.892822
	Iteration 15Q: 3 clusters Score -288225.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -288246.468750 Penalty: 2616.892822
	Iteration 16Q: 3 clusters Score -288246.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -288270.125000 Penalty: 2616.892822
	Iteration 17Q: 3 clusters Score -288270.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -288284.812500 Penalty: 2616.892822
	Iteration 18Q: 3 clusters Score -288284.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -288301.750000 Penalty: 2616.892822
	Iteration 19Q: 3 clusters Score -288301.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -288314.187500 Penalty: 2616.892822
	Iteration 20F: 3 clusters Score -288314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -288322.937500 Penalty: 2616.892822
	Iteration 21Q: 3 clusters Score -288322.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -288330.906250 Penalty: 2616.892822
	Iteration 22Q: 3 clusters Score -288330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -288342.218750 Penalty: 2616.892822
	Iteration 23Q: 3 clusters Score -288342.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -288351.687500 Penalty: 2616.892822
	Iteration 24Q: 3 clusters Score -288351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -288358.218750 Penalty: 2616.892822
	Iteration 25Q: 3 clusters Score -288358.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -288366.312500 Penalty: 2616.892822
	Iteration 26Q: 3 clusters Score -288366.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -288375.406250 Penalty: 2616.892822
	Iteration 27Q: 3 clusters Score -288375.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -288390.750000 Penalty: 2616.892822
	Iteration 28Q: 3 clusters Score -288390.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -288400.187500 Penalty: 2616.892822
	Iteration 29Q: 3 clusters Score -288400.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -288413.562500 Penalty: 2616.892822
	Iteration 30Q: 3 clusters Score -288413.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -288430.218750 Penalty: 2616.892822
	Iteration 31Q: 3 clusters Score -288430.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -288455.468750 Penalty: 2616.892822
	Iteration 32Q: 3 clusters Score -288455.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -288473.750000 Penalty: 2616.892822
	Iteration 33Q: 3 clusters Score -288473.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -288482.250000 Penalty: 2616.892822
	Iteration 34Q: 3 clusters Score -288482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -288488.937500 Penalty: 2616.892822
	Iteration 35Q: 3 clusters Score -288488.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -288493.968750 Penalty: 2616.892822
	Iteration 36Q: 3 clusters Score -288494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -288498.125000 Penalty: 2616.892822
	Iteration 37Q: 3 clusters Score -288498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -288503.187500 Penalty: 2616.892822
	Iteration 38Q: 3 clusters Score -288503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -288507.687500 Penalty: 2616.892822
	Iteration 39Q: 3 clusters Score -288507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -288514.437500 Penalty: 2616.892822
	Iteration 40F: 3 clusters Score -288514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -288523.562500 Penalty: 2616.892822
	Iteration 41Q: 3 clusters Score -288523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -288529.406250 Penalty: 2616.892822
	Iteration 42Q: 3 clusters Score -288529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -288533.625000 Penalty: 2616.892822
	Iteration 43Q: 3 clusters Score -288533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -288536.125000 Penalty: 2616.892822
	Iteration 44Q: 3 clusters Score -288536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -288538.125000 Penalty: 2616.892822
	Iteration 45Q: 3 clusters Score -288538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -288541.687500 Penalty: 2616.892822
	Iteration 46Q: 3 clusters Score -288541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -288546.156250 Penalty: 2616.892822
	Iteration 47Q: 3 clusters Score -288546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -288549.125000 Penalty: 2616.892822
	Iteration 48Q: 3 clusters Score -288549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -288551.562500 Penalty: 2616.892822
	Iteration 49Q: 3 clusters Score -288551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -288551.562500 Penalty: 2616.892822
	Iteration 50F: 3 clusters Score -288551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Entering Unmasked Estep 
Score: -2694583.750000 Penalty: 1659.760254
	Iteration 0F: 2 clusters Score -2694584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2677629.750000 Penalty: 3319.520508
	Iteration 0F: 3 clusters Score -2677630 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2684477.750000 Penalty: 3319.520508
	Iteration 1F: 3 clusters Score -2684478 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2684866.000000 Penalty: 3319.520508
	Iteration 2Q: 3 clusters Score -2684866 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2685331.000000 Penalty: 3319.520508
	Iteration 3Q: 3 clusters Score -2685331 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2686015.750000 Penalty: 3319.520508
	Iteration 4F: 3 clusters Score -2686016 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2687108.750000 Penalty: 3319.520508
	Iteration 5F: 3 clusters Score -2687109 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2688651.500000 Penalty: 3319.520508
	Iteration 6F: 3 clusters Score -2688652 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2690434.750000 Penalty: 3319.520508
	Iteration 7F: 3 clusters Score -2690435 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2691893.000000 Penalty: 3319.520508
	Iteration 8F: 3 clusters Score -2691893 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2692670.250000 Penalty: 3319.520508
	Iteration 9Q: 3 clusters Score -2692670 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2692938.000000 Penalty: 3319.520508
	Iteration 10Q: 3 clusters Score -2692938 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2693051.250000 Penalty: 3319.520508
	Iteration 11Q: 3 clusters Score -2693051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2693078.500000 Penalty: 3319.520508
	Iteration 12Q: 3 clusters Score -2693078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2693094.750000 Penalty: 3319.520508
	Iteration 13Q: 3 clusters Score -2693095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2693112.750000 Penalty: 3319.520508
	Iteration 14Q: 3 clusters Score -2693113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2693120.250000 Penalty: 3319.520508
	Iteration 15Q: 3 clusters Score -2693120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2693129.750000 Penalty: 3319.520508
	Iteration 16Q: 3 clusters Score -2693130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2693135.000000 Penalty: 3319.520508
	Iteration 17Q: 3 clusters Score -2693135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2693149.000000 Penalty: 3319.520508
	Iteration 18Q: 3 clusters Score -2693149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2693156.000000 Penalty: 3319.520508
	Iteration 19Q: 3 clusters Score -2693156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2693156.000000 Penalty: 3319.520508
	Iteration 20F: 3 clusters Score -2693156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -991104.500000 Penalty: 1496.306030
	Iteration 0F: 2 clusters Score -991104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -984019.625000 Penalty: 2992.612061
	Iteration 0F: 3 clusters Score -984019.6 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -986207.625000 Penalty: 2992.612061
	Iteration 1F: 3 clusters Score -986207.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -986402.187500 Penalty: 2992.612061
	Iteration 2F: 3 clusters Score -986402.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -986574.062500 Penalty: 2992.612061
	Iteration 3Q: 3 clusters Score -986574.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -986740.750000 Penalty: 2992.612061
	Iteration 4Q: 3 clusters Score -986740.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -986888.500000 Penalty: 2992.612061
	Iteration 5Q: 3 clusters Score -986888.5 nChanged 370
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: -987049.750000 Penalty: 2992.612061
	Iteration 6Q: 3 clusters Score -987049.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -987248.000000 Penalty: 2992.612061
	Iteration 7Q: 3 clusters Score -987248 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -987473.500000 Penalty: 2992.612061
	Iteration 8Q: 3 clusters Score -987473.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -987718.500000 Penalty: 2992.612061
	Iteration 9Q: 3 clusters Score -987718.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -988035.937500 Penalty: 2992.612061
	Iteration 10Q: 3 clusters Score -988035.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -988443.187500 Penalty: 2992.612061
	Iteration 11F: 3 clusters Score -988443.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -988818.875000 Penalty: 2992.612061
	Iteration 12Q: 3 clusters Score -988818.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -989115.437500 Penalty: 2992.612061
	Iteration 13Q: 3 clusters Score -989115.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -989353.375000 Penalty: 2992.612061
	Iteration 14Q: 3 clusters Score -989353.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -989486.437500 Penalty: 2992.612061
	Iteration 15Q: 3 clusters Score -989486.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -989574.937500 Penalty: 2992.612061
	Iteration 16Q: 3 clusters Score -989574.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -989637.937500 Penalty: 2992.612061
	Iteration 17Q: 3 clusters Score -989637.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -989686.812500 Penalty: 2992.612061
	Iteration 18Q: 3 clusters Score -989686.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -989725.750000 Penalty: 2992.612061
	Iteration 19Q: 3 clusters Score -989725.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -989749.500000 Penalty: 2992.612061
	Iteration 20F: 3 clusters Score -989749.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -989764.375000 Penalty: 2992.612061
	Iteration 21Q: 3 clusters Score -989764.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -989775.312500 Penalty: 2992.612061
	Iteration 22Q: 3 clusters Score -989775.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -989787.250000 Penalty: 2992.612061
	Iteration 23Q: 3 clusters Score -989787.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -989796.062500 Penalty: 2992.612061
	Iteration 24Q: 3 clusters Score -989796.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -989801.625000 Penalty: 2992.612061
	Iteration 25Q: 3 clusters Score -989801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -989803.625000 Penalty: 2992.612061
	Iteration 26Q: 3 clusters Score -989803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -989806.875000 Penalty: 2992.612061
	Iteration 27Q: 3 clusters Score -989806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -989808.875000 Penalty: 2992.612061
	Iteration 28Q: 3 clusters Score -989808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -989813.187500 Penalty: 2992.612061
	Iteration 29Q: 3 clusters Score -989813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -989815.312500 Penalty: 2992.612061
	Iteration 30Q: 3 clusters Score -989815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -989817.562500 Penalty: 2992.612061
	Iteration 31Q: 3 clusters Score -989817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -989819.625000 Penalty: 2992.612061
	Iteration 32Q: 3 clusters Score -989819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -989818.750000 Penalty: 2992.612061
	Iteration 33Q: 3 clusters Score -989818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -989818.750000 Penalty: 2992.612061
	Iteration 34F: 3 clusters Score -989818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -243492.359375 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -243492.4 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 1393 members 
Entering Unmasked Estep 
Score: -240885.718750 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -240885.7 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -241480.343750 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -241480.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -241597.328125 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -241597.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -241671.609375 Penalty: 2582.420654
	Iteration 3Q: 3 clusters Score -241671.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -241729.843750 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -241729.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -241799.812500 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -241799.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -241882.437500 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -241882.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -241969.328125 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -241969.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -242062.078125 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -242062.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -242158.250000 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -242158.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -242285.421875 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -242285.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -242438.859375 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -242438.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -242590.921875 Penalty: 2582.420654
	Iteration 12F: 3 clusters Score -242590.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -242741.546875 Penalty: 2582.420654
	Iteration 13F: 3 clusters Score -242741.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -242889.593750 Penalty: 2582.420654
	Iteration 14F: 3 clusters Score -242889.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -243045.296875 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -243045.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -243179.875000 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -243179.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -243286.609375 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -243286.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -243373.250000 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -243373.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -243447.593750 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -243447.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -243513.484375 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -243513.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -243560.843750 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -243560.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -243580.671875 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -243580.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -243589.468750 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -243589.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -243593.859375 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -243593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -243595.343750 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -243595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -243596.843750 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -243596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -243597.109375 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -243597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -243597.875000 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -243597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -243598.937500 Penalty: 2582.420654
	Iteration 29Q: 3 clusters Score -243598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -243599.781250 Penalty: 2582.420654
	Iteration 30Q: 3 clusters Score -243599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -243600.625000 Penalty: 2582.420654
	Iteration 31Q: 3 clusters Score -243600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -243601.484375 Penalty: 2582.420654
	Iteration 32Q: 3 clusters Score -243601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -243601.484375 Penalty: 2582.420654
	Iteration 33F: 3 clusters Score -243601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 24184 members 
Mstep: Class 3 contains 40008 members 
Mstep: Class 4 contains 31282 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38683 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 38613 members 
Mstep: Class 15 contains 23359 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39287 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27280 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 21579 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22154 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5705 members 
Mstep: Class 31 contains 9855 members 
Mstep: Class 32 contains 21434 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5308 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26723 members 
Mstep: Class 42 contains 4875 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1519 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3916 members 
Mstep: Class 48 contains 2213 members 
Entering Unmasked Estep 
Score: -49775636.000000 Penalty: 103005.007812
Splitting cluster 22 changes total score from -49778564.000000 to -49775636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Entering Unmasked Estep 
Score: -599712.875000 Penalty: 1429.331299
	Iteration 0F: 2 clusters Score -599712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -594719.625000 Penalty: 2858.662598
	Iteration 0F: 3 clusters Score -594719.6 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -596331.625000 Penalty: 2858.662598
	Iteration 1F: 3 clusters Score -596331.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -596669.000000 Penalty: 2858.662598
	Iteration 2F: 3 clusters Score -596669 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -596978.000000 Penalty: 2858.662598
	Iteration 3F: 3 clusters Score -596978 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -597310.375000 Penalty: 2858.662598
	Iteration 4F: 3 clusters Score -597310.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -597656.375000 Penalty: 2858.662598
	Iteration 5F: 3 clusters Score -597656.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -597934.250000 Penalty: 2858.662598
	Iteration 6F: 3 clusters Score -597934.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -598122.375000 Penalty: 2858.662598
	Iteration 7Q: 3 clusters Score -598122.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -598281.375000 Penalty: 2858.662598
	Iteration 8Q: 3 clusters Score -598281.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -598418.375000 Penalty: 2858.662598
	Iteration 9Q: 3 clusters Score -598418.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -598531.750000 Penalty: 2858.662598
	Iteration 10Q: 3 clusters Score -598531.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -598590.562500 Penalty: 2858.662598
	Iteration 11Q: 3 clusters Score -598590.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -598652.812500 Penalty: 2858.662598
	Iteration 12Q: 3 clusters Score -598652.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -598709.250000 Penalty: 2858.662598
	Iteration 13Q: 3 clusters Score -598709.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -598768.812500 Penalty: 2858.662598
	Iteration 14Q: 3 clusters Score -598768.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -598834.812500 Penalty: 2858.662598
	Iteration 15Q: 3 clusters Score -598834.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -598919.875000 Penalty: 2858.662598
	Iteration 16Q: 3 clusters Score -598919.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -599042.125000 Penalty: 2858.662598
	Iteration 17Q: 3 clusters Score -599042.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -599175.562500 Penalty: 2858.662598
	Iteration 18Q: 3 clusters Score -599175.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -599304.000000 Penalty: 2858.662598
	Iteration 19Q: 3 clusters Score -599304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -599404.687500 Penalty: 2858.662598
	Iteration 20F: 3 clusters Score -599404.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -599465.625000 Penalty: 2858.662598
	Iteration 21Q: 3 clusters Score -599465.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -599514.375000 Penalty: 2858.662598
	Iteration 22Q: 3 clusters Score -599514.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -599549.750000 Penalty: 2858.662598
	Iteration 23Q: 3 clusters Score -599549.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -599574.000000 Penalty: 2858.662598
	Iteration 24Q: 3 clusters Score -599574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -599588.562500 Penalty: 2858.662598
	Iteration 25Q: 3 clusters Score -599588.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -599601.687500 Penalty: 2858.662598
	Iteration 26Q: 3 clusters Score -599601.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -599613.875000 Penalty: 2858.662598
	Iteration 27Q: 3 clusters Score -599613.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -599622.125000 Penalty: 2858.662598
	Iteration 28Q: 3 clusters Score -599622.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -599626.500000 Penalty: 2858.662598
	Iteration 29Q: 3 clusters Score -599626.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -599629.500000 Penalty: 2858.662598
	Iteration 30Q: 3 clusters Score -599629.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -599631.875000 Penalty: 2858.662598
	Iteration 31Q: 3 clusters Score -599631.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -599635.312500 Penalty: 2858.662598
	Iteration 32Q: 3 clusters Score -599635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -599636.937500 Penalty: 2858.662598
	Iteration 33Q: 3 clusters Score -599636.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -599638.437500 Penalty: 2858.662598
	Iteration 34Q: 3 clusters Score -599638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -599639.500000 Penalty: 2858.662598
	Iteration 35Q: 3 clusters Score -599639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -599641.125000 Penalty: 2858.662598
	Iteration 36Q: 3 clusters Score -599641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -599640.500000 Penalty: 2858.662598
	Iteration 37Q: 3 clusters Score -599640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -599640.125000 Penalty: 2858.662598
	Iteration 38Q: 3 clusters Score -599640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -599639.875000 Penalty: 2858.662598
	Iteration 39Q: 3 clusters Score -599639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -599639.875000 Penalty: 2858.662598
	Iteration 40F: 3 clusters Score -599639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -276311.843750 Penalty: 1300.492188
	Iteration 0F: 2 clusters Score -276311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -273593.843750 Penalty: 2600.984375
	Iteration 0F: 3 clusters Score -273593.8 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -274256.406250 Penalty: 2600.984375
	Iteration 1F: 3 clusters Score -274256.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -274383.906250 Penalty: 2600.984375
	Iteration 2F: 3 clusters Score -274383.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -274495.968750 Penalty: 2600.984375
	Iteration 3F: 3 clusters Score -274496 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -274611.593750 Penalty: 2600.984375
	Iteration 4Q: 3 clusters Score -274611.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -274736.750000 Penalty: 2600.984375
	Iteration 5Q: 3 clusters Score -274736.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -274858.375000 Penalty: 2600.984375
	Iteration 6Q: 3 clusters Score -274858.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -274944.750000 Penalty: 2600.984375
	Iteration 7Q: 3 clusters Score -274944.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -275023.531250 Penalty: 2600.984375
	Iteration 8Q: 3 clusters Score -275023.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -275077.750000 Penalty: 2600.984375
	Iteration 9Q: 3 clusters Score -275077.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -275126.781250 Penalty: 2600.984375
	Iteration 10Q: 3 clusters Score -275126.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -275157.562500 Penalty: 2600.984375
	Iteration 11Q: 3 clusters Score -275157.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -275180.281250 Penalty: 2600.984375
	Iteration 12Q: 3 clusters Score -275180.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -275202.187500 Penalty: 2600.984375
	Iteration 13Q: 3 clusters Score -275202.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -275233.156250 Penalty: 2600.984375
	Iteration 14Q: 3 clusters Score -275233.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -275255.500000 Penalty: 2600.984375
	Iteration 15Q: 3 clusters Score -275255.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -275275.843750 Penalty: 2600.984375
	Iteration 16Q: 3 clusters Score -275275.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -275291.125000 Penalty: 2600.984375
	Iteration 17Q: 3 clusters Score -275291.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -275309.000000 Penalty: 2600.984375
	Iteration 18Q: 3 clusters Score -275309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -275329.843750 Penalty: 2600.984375
	Iteration 19Q: 3 clusters Score -275329.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -275351.437500 Penalty: 2600.984375
	Iteration 20F: 3 clusters Score -275351.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -275375.656250 Penalty: 2600.984375
	Iteration 21Q: 3 clusters Score -275375.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -275390.968750 Penalty: 2600.984375
	Iteration 22Q: 3 clusters Score -275391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -275407.750000 Penalty: 2600.984375
	Iteration 23Q: 3 clusters Score -275407.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -275424.000000 Penalty: 2600.984375
	Iteration 24Q: 3 clusters Score -275424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -275443.500000 Penalty: 2600.984375
	Iteration 25Q: 3 clusters Score -275443.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -275458.812500 Penalty: 2600.984375
	Iteration 26Q: 3 clusters Score -275458.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -275467.687500 Penalty: 2600.984375
	Iteration 27Q: 3 clusters Score -275467.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -275478.187500 Penalty: 2600.984375
	Iteration 28Q: 3 clusters Score -275478.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -275491.406250 Penalty: 2600.984375
	Iteration 29Q: 3 clusters Score -275491.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -275502.437500 Penalty: 2600.984375
	Iteration 30Q: 3 clusters Score -275502.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -275510.656250 Penalty: 2600.984375
	Iteration 31Q: 3 clusters Score -275510.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -275519.750000 Penalty: 2600.984375
	Iteration 32Q: 3 clusters Score -275519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -275522.843750 Penalty: 2600.984375
	Iteration 33Q: 3 clusters Score -275522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -275523.750000 Penalty: 2600.984375
	Iteration 34Q: 3 clusters Score -275523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -275524.531250 Penalty: 2600.984375
	Iteration 35Q: 3 clusters Score -275524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -275525.625000 Penalty: 2600.984375
	Iteration 36Q: 3 clusters Score -275525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -275526.000000 Penalty: 2600.984375
	Iteration 37Q: 3 clusters Score -275526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -275526.500000 Penalty: 2600.984375
	Iteration 38Q: 3 clusters Score -275526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -275526.187500 Penalty: 2600.984375
	Iteration 39Q: 3 clusters Score -275526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -275527.156250 Penalty: 2600.984375
	Iteration 40F: 3 clusters Score -275527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Entering Unmasked Estep 
Score: -569554.375000 Penalty: 1431.772461
	Iteration 0F: 2 clusters Score -569554.4 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 3477 members 
Entering Unmasked Estep 
Score: -564561.375000 Penalty: 2863.544922
	Iteration 0F: 3 clusters Score -564561.4 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -566129.375000 Penalty: 2863.544922
	Iteration 1F: 3 clusters Score -566129.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -566387.937500 Penalty: 2863.544922
	Iteration 2F: 3 clusters Score -566387.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -566597.062500 Penalty: 2863.544922
	Iteration 3F: 3 clusters Score -566597.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -566811.312500 Penalty: 2863.544922
	Iteration 4Q: 3 clusters Score -566811.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -567054.062500 Penalty: 2863.544922
	Iteration 5Q: 3 clusters Score -567054.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -567247.000000 Penalty: 2863.544922
	Iteration 6Q: 3 clusters Score -567247 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -567398.125000 Penalty: 2863.544922
	Iteration 7Q: 3 clusters Score -567398.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -567517.125000 Penalty: 2863.544922
	Iteration 8Q: 3 clusters Score -567517.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -567614.000000 Penalty: 2863.544922
	Iteration 9Q: 3 clusters Score -567614 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -567705.062500 Penalty: 2863.544922
	Iteration 10Q: 3 clusters Score -567705.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -567788.000000 Penalty: 2863.544922
	Iteration 11Q: 3 clusters Score -567788 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -567850.000000 Penalty: 2863.544922
	Iteration 12Q: 3 clusters Score -567850 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -567894.750000 Penalty: 2863.544922
	Iteration 13Q: 3 clusters Score -567894.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -567932.562500 Penalty: 2863.544922
	Iteration 14Q: 3 clusters Score -567932.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -567968.250000 Penalty: 2863.544922
	Iteration 15Q: 3 clusters Score -567968.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -568000.875000 Penalty: 2863.544922
	Iteration 16Q: 3 clusters Score -568000.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -568027.562500 Penalty: 2863.544922
	Iteration 17Q: 3 clusters Score -568027.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -568053.375000 Penalty: 2863.544922
	Iteration 18Q: 3 clusters Score -568053.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -568070.562500 Penalty: 2863.544922
	Iteration 19Q: 3 clusters Score -568070.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -568086.562500 Penalty: 2863.544922
	Iteration 20F: 3 clusters Score -568086.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -568111.250000 Penalty: 2863.544922
	Iteration 21Q: 3 clusters Score -568111.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -568128.125000 Penalty: 2863.544922
	Iteration 22Q: 3 clusters Score -568128.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -568144.437500 Penalty: 2863.544922
	Iteration 23Q: 3 clusters Score -568144.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -568158.500000 Penalty: 2863.544922
	Iteration 24Q: 3 clusters Score -568158.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -568173.500000 Penalty: 2863.544922
	Iteration 25Q: 3 clusters Score -568173.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -568188.750000 Penalty: 2863.544922
	Iteration 26Q: 3 clusters Score -568188.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -568197.687500 Penalty: 2863.544922
	Iteration 27Q: 3 clusters Score -568197.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -568203.000000 Penalty: 2863.544922
	Iteration 28Q: 3 clusters Score -568203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -568209.125000 Penalty: 2863.544922
	Iteration 29Q: 3 clusters Score -568209.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -568211.687500 Penalty: 2863.544922
	Iteration 30Q: 3 clusters Score -568211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -568213.312500 Penalty: 2863.544922
	Iteration 31Q: 3 clusters Score -568213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -568213.500000 Penalty: 2863.544922
	Iteration 32Q: 3 clusters Score -568213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -568214.687500 Penalty: 2863.544922
	Iteration 33Q: 3 clusters Score -568214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -568217.250000 Penalty: 2863.544922
	Iteration 34Q: 3 clusters Score -568217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -568216.937500 Penalty: 2863.544922
	Iteration 35Q: 3 clusters Score -568216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -568219.000000 Penalty: 2863.544922
	Iteration 36Q: 3 clusters Score -568219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -568221.875000 Penalty: 2863.544922
	Iteration 37Q: 3 clusters Score -568221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -568224.250000 Penalty: 2863.544922
	Iteration 38Q: 3 clusters Score -568224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -568227.250000 Penalty: 2863.544922
	Iteration 39Q: 3 clusters Score -568227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -568229.500000 Penalty: 2863.544922
	Iteration 40F: 3 clusters Score -568229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -568230.437500 Penalty: 2863.544922
	Iteration 41Q: 3 clusters Score -568230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -568233.312500 Penalty: 2863.544922
	Iteration 42Q: 3 clusters Score -568233.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -568237.562500 Penalty: 2863.544922
	Iteration 43Q: 3 clusters Score -568237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -568241.687500 Penalty: 2863.544922
	Iteration 44Q: 3 clusters Score -568241.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -568246.750000 Penalty: 2863.544922
	Iteration 45Q: 3 clusters Score -568246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -568251.750000 Penalty: 2863.544922
	Iteration 46Q: 3 clusters Score -568251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -568255.000000 Penalty: 2863.544922
	Iteration 47Q: 3 clusters Score -568255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -568261.125000 Penalty: 2863.544922
	Iteration 48Q: 3 clusters Score -568261.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -568264.062500 Penalty: 2863.544922
	Iteration 49Q: 3 clusters Score -568264.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -568270.562500 Penalty: 2863.544922
	Iteration 50Q: 3 clusters Score -568270.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -568272.812500 Penalty: 2863.544922
	Iteration 51Q: 3 clusters Score -568272.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -568275.625000 Penalty: 2863.544922
	Iteration 52Q: 3 clusters Score -568275.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -568277.000000 Penalty: 2863.544922
	Iteration 53Q: 3 clusters Score -568277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -568277.625000 Penalty: 2863.544922
	Iteration 54Q: 3 clusters Score -568277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -568278.687500 Penalty: 2863.544922
	Iteration 55Q: 3 clusters Score -568278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -568278.250000 Penalty: 2863.544922
	Iteration 56Q: 3 clusters Score -568278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -568279.187500 Penalty: 2863.544922
	Iteration 57Q: 3 clusters Score -568279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -568280.125000 Penalty: 2863.544922
	Iteration 58Q: 3 clusters Score -568280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -568281.375000 Penalty: 2863.544922
	Iteration 59Q: 3 clusters Score -568281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -568281.750000 Penalty: 2863.544922
	Iteration 60F: 3 clusters Score -568281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -568281.937500 Penalty: 2863.544922
	Iteration 61Q: 3 clusters Score -568281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -568281.937500 Penalty: 2863.544922
	Iteration 62F: 3 clusters Score -568281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Entering Unmasked Estep 
Score: -2069604.625000 Penalty: 1621.664795
	Iteration 0F: 2 clusters Score -2069605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2055027.625000 Penalty: 3243.329590
	Iteration 0F: 3 clusters Score -2055028 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2060322.750000 Penalty: 3243.329590
	Iteration 1F: 3 clusters Score -2060323 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2060721.750000 Penalty: 3243.329590
	Iteration 2Q: 3 clusters Score -2060722 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2061198.000000 Penalty: 3243.329590
	Iteration 3Q: 3 clusters Score -2061198 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2061780.750000 Penalty: 3243.329590
	Iteration 4Q: 3 clusters Score -2061781 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2062620.500000 Penalty: 3243.329590
	Iteration 5F: 3 clusters Score -2062620 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2063682.750000 Penalty: 3243.329590
	Iteration 6F: 3 clusters Score -2063683 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2064946.250000 Penalty: 3243.329590
	Iteration 7F: 3 clusters Score -2064946 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2066140.625000 Penalty: 3243.329590
	Iteration 8F: 3 clusters Score -2066141 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2067027.375000 Penalty: 3243.329590
	Iteration 9Q: 3 clusters Score -2067027 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2067603.500000 Penalty: 3243.329590
	Iteration 10Q: 3 clusters Score -2067604 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2067923.125000 Penalty: 3243.329590
	Iteration 11Q: 3 clusters Score -2067923 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2068094.375000 Penalty: 3243.329590
	Iteration 12Q: 3 clusters Score -2068094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2068160.375000 Penalty: 3243.329590
	Iteration 13Q: 3 clusters Score -2068160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2068202.125000 Penalty: 3243.329590
	Iteration 14Q: 3 clusters Score -2068202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2068226.750000 Penalty: 3243.329590
	Iteration 15Q: 3 clusters Score -2068227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2068244.750000 Penalty: 3243.329590
	Iteration 16Q: 3 clusters Score -2068245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2068254.000000 Penalty: 3243.329590
	Iteration 17Q: 3 clusters Score -2068254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2068257.750000 Penalty: 3243.329590
	Iteration 18Q: 3 clusters Score -2068258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2068258.125000 Penalty: 3243.329590
	Iteration 19Q: 3 clusters Score -2068258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2068262.000000 Penalty: 3243.329590
	Iteration 20F: 3 clusters Score -2068262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2068264.125000 Penalty: 3243.329590
	Iteration 21Q: 3 clusters Score -2068264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2068264.125000 Penalty: 3243.329590
	Iteration 22F: 3 clusters Score -2068264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -149582.281250 Penalty: 1199.291504
	Iteration 0F: 2 clusters Score -149582.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -147736.703125 Penalty: 2398.583008
	Iteration 0F: 3 clusters Score -147736.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -148143.250000 Penalty: 2398.583008
	Iteration 1F: 3 clusters Score -148143.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -148268.875000 Penalty: 2398.583008
	Iteration 2F: 3 clusters Score -148268.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -148346.234375 Penalty: 2398.583008
	Iteration 3F: 3 clusters Score -148346.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -148403.765625 Penalty: 2398.583008
	Iteration 4Q: 3 clusters Score -148403.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -148442.281250 Penalty: 2398.583008
	Iteration 5Q: 3 clusters Score -148442.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -148469.625000 Penalty: 2398.583008
	Iteration 6Q: 3 clusters Score -148469.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -148489.718750 Penalty: 2398.583008
	Iteration 7Q: 3 clusters Score -148489.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -148508.250000 Penalty: 2398.583008
	Iteration 8Q: 3 clusters Score -148508.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -148518.453125 Penalty: 2398.583008
	Iteration 9Q: 3 clusters Score -148518.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -148529.453125 Penalty: 2398.583008
	Iteration 10Q: 3 clusters Score -148529.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -148537.484375 Penalty: 2398.583008
	Iteration 11Q: 3 clusters Score -148537.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -148544.015625 Penalty: 2398.583008
	Iteration 12Q: 3 clusters Score -148544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -148550.671875 Penalty: 2398.583008
	Iteration 13Q: 3 clusters Score -148550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -148553.671875 Penalty: 2398.583008
	Iteration 14Q: 3 clusters Score -148553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -148556.984375 Penalty: 2398.583008
	Iteration 15Q: 3 clusters Score -148557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -148559.546875 Penalty: 2398.583008
	Iteration 16Q: 3 clusters Score -148559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -148561.671875 Penalty: 2398.583008
	Iteration 17Q: 3 clusters Score -148561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -148562.828125 Penalty: 2398.583008
	Iteration 18Q: 3 clusters Score -148562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -148562.828125 Penalty: 2398.583008
	Iteration 19F: 3 clusters Score -148562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Entering Unmasked Estep 
Score: -2181187.750000 Penalty: 1625.938232
	Iteration 0F: 2 clusters Score -2181188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2166472.250000 Penalty: 3251.876465
	Iteration 0F: 3 clusters Score -2166472 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2172169.250000 Penalty: 3251.876465
	Iteration 1F: 3 clusters Score -2172169 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2172619.500000 Penalty: 3251.876465
	Iteration 2F: 3 clusters Score -2172620 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2173206.750000 Penalty: 3251.876465
	Iteration 3F: 3 clusters Score -2173207 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2174033.500000 Penalty: 3251.876465
	Iteration 4F: 3 clusters Score -2174034 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2175173.500000 Penalty: 3251.876465
	Iteration 5F: 3 clusters Score -2175174 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2176542.000000 Penalty: 3251.876465
	Iteration 6F: 3 clusters Score -2176542 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2177739.250000 Penalty: 3251.876465
	Iteration 7F: 3 clusters Score -2177739 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2178449.250000 Penalty: 3251.876465
	Iteration 8F: 3 clusters Score -2178449 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2178732.750000 Penalty: 3251.876465
	Iteration 9Q: 3 clusters Score -2178733 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2178850.500000 Penalty: 3251.876465
	Iteration 10Q: 3 clusters Score -2178850 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2178933.750000 Penalty: 3251.876465
	Iteration 11Q: 3 clusters Score -2178934 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2178974.250000 Penalty: 3251.876465
	Iteration 12Q: 3 clusters Score -2178974 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2179014.750000 Penalty: 3251.876465
	Iteration 13Q: 3 clusters Score -2179015 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2179081.750000 Penalty: 3251.876465
	Iteration 14Q: 3 clusters Score -2179082 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2179098.750000 Penalty: 3251.876465
	Iteration 15Q: 3 clusters Score -2179099 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2179108.000000 Penalty: 3251.876465
	Iteration 16Q: 3 clusters Score -2179108 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2179126.750000 Penalty: 3251.876465
	Iteration 17Q: 3 clusters Score -2179127 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2179139.500000 Penalty: 3251.876465
	Iteration 18Q: 3 clusters Score -2179140 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2179139.750000 Penalty: 3251.876465
	Iteration 19Q: 3 clusters Score -2179140 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2179150.750000 Penalty: 3251.876465
	Iteration 20F: 3 clusters Score -2179151 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2179146.750000 Penalty: 3251.876465
	Iteration 21Q: 3 clusters Score -2179147 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2179140.750000 Penalty: 3251.876465
	Iteration 22Q: 3 clusters Score -2179141 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2179141.250000 Penalty: 3251.876465
	Iteration 23Q: 3 clusters Score -2179141 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2179125.750000 Penalty: 3251.876465
	Iteration 24Q: 3 clusters Score -2179126 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2179117.000000 Penalty: 3251.876465
	Iteration 25Q: 3 clusters Score -2179117 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2179107.750000 Penalty: 3251.876465
	Iteration 26Q: 3 clusters Score -2179108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2179102.000000 Penalty: 3251.876465
	Iteration 27Q: 3 clusters Score -2179102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2179095.500000 Penalty: 3251.876465
	Iteration 28Q: 3 clusters Score -2179096 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2179101.500000 Penalty: 3251.876465
	Iteration 29Q: 3 clusters Score -2179102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2179087.250000 Penalty: 3251.876465
	Iteration 30Q: 3 clusters Score -2179087 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2179084.750000 Penalty: 3251.876465
	Iteration 31Q: 3 clusters Score -2179085 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2179078.750000 Penalty: 3251.876465
	Iteration 32Q: 3 clusters Score -2179079 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2179076.500000 Penalty: 3251.876465
	Iteration 33Q: 3 clusters Score -2179076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2179068.000000 Penalty: 3251.876465
	Iteration 34Q: 3 clusters Score -2179068 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2179072.500000 Penalty: 3251.876465
	Iteration 35Q: 3 clusters Score -2179072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2179060.000000 Penalty: 3251.876465
	Iteration 36Q: 3 clusters Score -2179060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2179062.000000 Penalty: 3251.876465
	Iteration 37Q: 3 clusters Score -2179062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2179059.250000 Penalty: 3251.876465
	Iteration 38Q: 3 clusters Score -2179059 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2179046.750000 Penalty: 3251.876465
	Iteration 39Q: 3 clusters Score -2179047 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2179046.000000 Penalty: 3251.876465
	Iteration 40F: 3 clusters Score -2179046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2179039.000000 Penalty: 3251.876465
	Iteration 41Q: 3 clusters Score -2179039 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2179032.000000 Penalty: 3251.876465
	Iteration 42Q: 3 clusters Score -2179032 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2179033.250000 Penalty: 3251.876465
	Iteration 43Q: 3 clusters Score -2179033 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2179032.500000 Penalty: 3251.876465
	Iteration 44Q: 3 clusters Score -2179032 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2179034.500000 Penalty: 3251.876465
	Iteration 45Q: 3 clusters Score -2179034 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2179043.000000 Penalty: 3251.876465
	Iteration 46Q: 3 clusters Score -2179043 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2179040.500000 Penalty: 3251.876465
	Iteration 47Q: 3 clusters Score -2179040 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2179118.250000 Penalty: 3251.876465
	Iteration 48Q: 3 clusters Score -2179118 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2179181.000000 Penalty: 3251.876465
	Iteration 49Q: 3 clusters Score -2179181 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2179229.750000 Penalty: 3251.876465
	Iteration 50Q: 3 clusters Score -2179230 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2179270.000000 Penalty: 3251.876465
	Iteration 51Q: 3 clusters Score -2179270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2179316.500000 Penalty: 3251.876465
	Iteration 52Q: 3 clusters Score -2179316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2179343.500000 Penalty: 3251.876465
	Iteration 53Q: 3 clusters Score -2179344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2179374.750000 Penalty: 3251.876465
	Iteration 54Q: 3 clusters Score -2179375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2179408.500000 Penalty: 3251.876465
	Iteration 55Q: 3 clusters Score -2179408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2179437.000000 Penalty: 3251.876465
	Iteration 56Q: 3 clusters Score -2179437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2179455.500000 Penalty: 3251.876465
	Iteration 57Q: 3 clusters Score -2179456 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2179477.750000 Penalty: 3251.876465
	Iteration 58Q: 3 clusters Score -2179478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2179490.250000 Penalty: 3251.876465
	Iteration 59Q: 3 clusters Score -2179490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2179510.750000 Penalty: 3251.876465
	Iteration 60F: 3 clusters Score -2179511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2179528.750000 Penalty: 3251.876465
	Iteration 61Q: 3 clusters Score -2179529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2179547.500000 Penalty: 3251.876465
	Iteration 62Q: 3 clusters Score -2179548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2179563.250000 Penalty: 3251.876465
	Iteration 63Q: 3 clusters Score -2179563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2179581.250000 Penalty: 3251.876465
	Iteration 64Q: 3 clusters Score -2179581 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2179597.750000 Penalty: 3251.876465
	Iteration 65Q: 3 clusters Score -2179598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2179615.250000 Penalty: 3251.876465
	Iteration 66Q: 3 clusters Score -2179615 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2179625.500000 Penalty: 3251.876465
	Iteration 67Q: 3 clusters Score -2179626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2179634.500000 Penalty: 3251.876465
	Iteration 68Q: 3 clusters Score -2179634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2179640.500000 Penalty: 3251.876465
	Iteration 69Q: 3 clusters Score -2179640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2179650.500000 Penalty: 3251.876465
	Iteration 70Q: 3 clusters Score -2179650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2179660.750000 Penalty: 3251.876465
	Iteration 71Q: 3 clusters Score -2179661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2179667.500000 Penalty: 3251.876465
	Iteration 72Q: 3 clusters Score -2179668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2179668.750000 Penalty: 3251.876465
	Iteration 73Q: 3 clusters Score -2179669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2179672.250000 Penalty: 3251.876465
	Iteration 74Q: 3 clusters Score -2179672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2179673.750000 Penalty: 3251.876465
	Iteration 75Q: 3 clusters Score -2179674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2179671.750000 Penalty: 3251.876465
	Iteration 76Q: 3 clusters Score -2179672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2179671.500000 Penalty: 3251.876465
	Iteration 77Q: 3 clusters Score -2179672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2179673.750000 Penalty: 3251.876465
	Iteration 78Q: 3 clusters Score -2179674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2179675.250000 Penalty: 3251.876465
	Iteration 79Q: 3 clusters Score -2179675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2179674.000000 Penalty: 3251.876465
	Iteration 80F: 3 clusters Score -2179674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2179676.750000 Penalty: 3251.876465
	Iteration 81Q: 3 clusters Score -2179677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2179686.750000 Penalty: 3251.876465
	Iteration 82Q: 3 clusters Score -2179687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2179689.500000 Penalty: 3251.876465
	Iteration 83Q: 3 clusters Score -2179690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2179698.250000 Penalty: 3251.876465
	Iteration 84Q: 3 clusters Score -2179698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2179697.500000 Penalty: 3251.876465
	Iteration 85Q: 3 clusters Score -2179698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2179702.250000 Penalty: 3251.876465
	Iteration 86Q: 3 clusters Score -2179702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2179699.250000 Penalty: 3251.876465
	Iteration 87Q: 3 clusters Score -2179699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2179698.500000 Penalty: 3251.876465
	Iteration 88Q: 3 clusters Score -2179698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2179705.750000 Penalty: 3251.876465
	Iteration 89Q: 3 clusters Score -2179706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2179714.750000 Penalty: 3251.876465
	Iteration 90Q: 3 clusters Score -2179715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2179714.250000 Penalty: 3251.876465
	Iteration 91Q: 3 clusters Score -2179714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2179717.250000 Penalty: 3251.876465
	Iteration 92Q: 3 clusters Score -2179717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2179724.500000 Penalty: 3251.876465
	Iteration 93Q: 3 clusters Score -2179724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2179722.750000 Penalty: 3251.876465
	Iteration 94Q: 3 clusters Score -2179723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2179727.750000 Penalty: 3251.876465
	Iteration 95Q: 3 clusters Score -2179728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2179726.500000 Penalty: 3251.876465
	Iteration 96Q: 3 clusters Score -2179726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2179733.000000 Penalty: 3251.876465
	Iteration 97Q: 3 clusters Score -2179733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2179729.500000 Penalty: 3251.876465
	Iteration 98Q: 3 clusters Score -2179730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2179730.500000 Penalty: 3251.876465
	Iteration 99Q: 3 clusters Score -2179730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2179730.750000 Penalty: 3251.876465
	Iteration 100F: 3 clusters Score -2179731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2179729.250000 Penalty: 3251.876465
	Iteration 101Q: 3 clusters Score -2179729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2179732.500000 Penalty: 3251.876465
	Iteration 102Q: 3 clusters Score -2179732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2179736.250000 Penalty: 3251.876465
	Iteration 103Q: 3 clusters Score -2179736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2179741.000000 Penalty: 3251.876465
	Iteration 104Q: 3 clusters Score -2179741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2179743.250000 Penalty: 3251.876465
	Iteration 105Q: 3 clusters Score -2179743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2179745.500000 Penalty: 3251.876465
	Iteration 106Q: 3 clusters Score -2179746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2179751.250000 Penalty: 3251.876465
	Iteration 107Q: 3 clusters Score -2179751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2179750.500000 Penalty: 3251.876465
	Iteration 108Q: 3 clusters Score -2179750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2179755.750000 Penalty: 3251.876465
	Iteration 109Q: 3 clusters Score -2179756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2179758.500000 Penalty: 3251.876465
	Iteration 110Q: 3 clusters Score -2179758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2179760.500000 Penalty: 3251.876465
	Iteration 111Q: 3 clusters Score -2179760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2179764.750000 Penalty: 3251.876465
	Iteration 112Q: 3 clusters Score -2179765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2179768.250000 Penalty: 3251.876465
	Iteration 113Q: 3 clusters Score -2179768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2179777.250000 Penalty: 3251.876465
	Iteration 114Q: 3 clusters Score -2179777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2179779.750000 Penalty: 3251.876465
	Iteration 115Q: 3 clusters Score -2179780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2179781.500000 Penalty: 3251.876465
	Iteration 116Q: 3 clusters Score -2179782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2179785.250000 Penalty: 3251.876465
	Iteration 117Q: 3 clusters Score -2179785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2179787.000000 Penalty: 3251.876465
	Iteration 118Q: 3 clusters Score -2179787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2179786.000000 Penalty: 3251.876465
	Iteration 119Q: 3 clusters Score -2179786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2179787.000000 Penalty: 3251.876465
	Iteration 120F: 3 clusters Score -2179787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2179785.000000 Penalty: 3251.876465
	Iteration 121Q: 3 clusters Score -2179785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2179789.500000 Penalty: 3251.876465
	Iteration 122Q: 3 clusters Score -2179790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2179789.750000 Penalty: 3251.876465
	Iteration 123Q: 3 clusters Score -2179790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2179799.000000 Penalty: 3251.876465
	Iteration 124Q: 3 clusters Score -2179799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2179801.500000 Penalty: 3251.876465
	Iteration 125Q: 3 clusters Score -2179802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2179797.750000 Penalty: 3251.876465
	Iteration 126Q: 3 clusters Score -2179798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2179803.000000 Penalty: 3251.876465
	Iteration 127Q: 3 clusters Score -2179803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2179806.750000 Penalty: 3251.876465
	Iteration 128Q: 3 clusters Score -2179807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2179811.250000 Penalty: 3251.876465
	Iteration 129Q: 3 clusters Score -2179811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2179807.500000 Penalty: 3251.876465
	Iteration 130Q: 3 clusters Score -2179808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2179809.250000 Penalty: 3251.876465
	Iteration 131Q: 3 clusters Score -2179809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2179806.250000 Penalty: 3251.876465
	Iteration 132Q: 3 clusters Score -2179806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2179812.500000 Penalty: 3251.876465
	Iteration 133Q: 3 clusters Score -2179812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2179810.750000 Penalty: 3251.876465
	Iteration 134Q: 3 clusters Score -2179811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2179818.250000 Penalty: 3251.876465
	Iteration 135Q: 3 clusters Score -2179818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2179817.250000 Penalty: 3251.876465
	Iteration 136Q: 3 clusters Score -2179817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2179821.000000 Penalty: 3251.876465
	Iteration 137Q: 3 clusters Score -2179821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2179825.750000 Penalty: 3251.876465
	Iteration 138Q: 3 clusters Score -2179826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2179822.750000 Penalty: 3251.876465
	Iteration 139Q: 3 clusters Score -2179823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2179822.750000 Penalty: 3251.876465
	Iteration 140F: 3 clusters Score -2179823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2179820.250000 Penalty: 3251.876465
	Iteration 141Q: 3 clusters Score -2179820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2179825.750000 Penalty: 3251.876465
	Iteration 142Q: 3 clusters Score -2179826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2179833.250000 Penalty: 3251.876465
	Iteration 143Q: 3 clusters Score -2179833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2179831.250000 Penalty: 3251.876465
	Iteration 144Q: 3 clusters Score -2179831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2179838.250000 Penalty: 3251.876465
	Iteration 145Q: 3 clusters Score -2179838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2179840.250000 Penalty: 3251.876465
	Iteration 146Q: 3 clusters Score -2179840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2179841.250000 Penalty: 3251.876465
	Iteration 147Q: 3 clusters Score -2179841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2179847.250000 Penalty: 3251.876465
	Iteration 148Q: 3 clusters Score -2179847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2179845.500000 Penalty: 3251.876465
	Iteration 149Q: 3 clusters Score -2179846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2179846.250000 Penalty: 3251.876465
	Iteration 150Q: 3 clusters Score -2179846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2179849.250000 Penalty: 3251.876465
	Iteration 151Q: 3 clusters Score -2179849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2179849.500000 Penalty: 3251.876465
	Iteration 152Q: 3 clusters Score -2179850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2179851.500000 Penalty: 3251.876465
	Iteration 153Q: 3 clusters Score -2179852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2179852.500000 Penalty: 3251.876465
	Iteration 154Q: 3 clusters Score -2179852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2179853.250000 Penalty: 3251.876465
	Iteration 155Q: 3 clusters Score -2179853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2179849.250000 Penalty: 3251.876465
	Iteration 156Q: 3 clusters Score -2179849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2179851.000000 Penalty: 3251.876465
	Iteration 157Q: 3 clusters Score -2179851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2179848.500000 Penalty: 3251.876465
	Iteration 158Q: 3 clusters Score -2179848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2179851.750000 Penalty: 3251.876465
	Iteration 159Q: 3 clusters Score -2179852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2179853.250000 Penalty: 3251.876465
	Iteration 160F: 3 clusters Score -2179853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2179854.250000 Penalty: 3251.876465
	Iteration 161Q: 3 clusters Score -2179854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2179857.000000 Penalty: 3251.876465
	Iteration 162Q: 3 clusters Score -2179857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2179857.000000 Penalty: 3251.876465
	Iteration 163F: 3 clusters Score -2179857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Entering Unmasked Estep 
Score: -738980.750000 Penalty: 1453.680054
	Iteration 0F: 2 clusters Score -738980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -733255.000000 Penalty: 2907.360107
	Iteration 0F: 3 clusters Score -733255 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -735090.000000 Penalty: 2907.360107
	Iteration 1F: 3 clusters Score -735090 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -735303.375000 Penalty: 2907.360107
	Iteration 2F: 3 clusters Score -735303.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -735500.625000 Penalty: 2907.360107
	Iteration 3F: 3 clusters Score -735500.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -735674.250000 Penalty: 2907.360107
	Iteration 4Q: 3 clusters Score -735674.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -735855.750000 Penalty: 2907.360107
	Iteration 5Q: 3 clusters Score -735855.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -736056.750000 Penalty: 2907.360107
	Iteration 6Q: 3 clusters Score -736056.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -736272.812500 Penalty: 2907.360107
	Iteration 7F: 3 clusters Score -736272.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -736513.000000 Penalty: 2907.360107
	Iteration 8F: 3 clusters Score -736513 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -736771.312500 Penalty: 2907.360107
	Iteration 9Q: 3 clusters Score -736771.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -737065.937500 Penalty: 2907.360107
	Iteration 10F: 3 clusters Score -737065.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -737346.750000 Penalty: 2907.360107
	Iteration 11Q: 3 clusters Score -737346.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -737597.562500 Penalty: 2907.360107
	Iteration 12Q: 3 clusters Score -737597.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -737791.000000 Penalty: 2907.360107
	Iteration 13Q: 3 clusters Score -737791 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -737910.625000 Penalty: 2907.360107
	Iteration 14Q: 3 clusters Score -737910.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -737978.812500 Penalty: 2907.360107
	Iteration 15Q: 3 clusters Score -737978.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -738027.562500 Penalty: 2907.360107
	Iteration 16Q: 3 clusters Score -738027.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -738053.562500 Penalty: 2907.360107
	Iteration 17Q: 3 clusters Score -738053.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -738069.312500 Penalty: 2907.360107
	Iteration 18Q: 3 clusters Score -738069.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -738082.062500 Penalty: 2907.360107
	Iteration 19Q: 3 clusters Score -738082.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -738100.000000 Penalty: 2907.360107
	Iteration 20F: 3 clusters Score -738100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -738112.750000 Penalty: 2907.360107
	Iteration 21Q: 3 clusters Score -738112.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -738126.875000 Penalty: 2907.360107
	Iteration 22Q: 3 clusters Score -738126.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -738143.375000 Penalty: 2907.360107
	Iteration 23Q: 3 clusters Score -738143.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -738157.312500 Penalty: 2907.360107
	Iteration 24Q: 3 clusters Score -738157.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -738167.937500 Penalty: 2907.360107
	Iteration 25Q: 3 clusters Score -738167.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -738179.750000 Penalty: 2907.360107
	Iteration 26Q: 3 clusters Score -738179.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -738193.937500 Penalty: 2907.360107
	Iteration 27Q: 3 clusters Score -738193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -738216.125000 Penalty: 2907.360107
	Iteration 28Q: 3 clusters Score -738216.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -738229.625000 Penalty: 2907.360107
	Iteration 29Q: 3 clusters Score -738229.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -738240.125000 Penalty: 2907.360107
	Iteration 30Q: 3 clusters Score -738240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -738243.312500 Penalty: 2907.360107
	Iteration 31Q: 3 clusters Score -738243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -738247.000000 Penalty: 2907.360107
	Iteration 32Q: 3 clusters Score -738247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -738248.125000 Penalty: 2907.360107
	Iteration 33Q: 3 clusters Score -738248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -738249.375000 Penalty: 2907.360107
	Iteration 34Q: 3 clusters Score -738249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -738249.375000 Penalty: 2907.360107
	Iteration 35F: 3 clusters Score -738249.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Entering Unmasked Estep 
Score: -522297.718750 Penalty: 1405.478516
	Iteration 0F: 2 clusters Score -522297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -517895.156250 Penalty: 2810.957031
	Iteration 0F: 3 clusters Score -517895.2 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -519167.656250 Penalty: 2810.957031
	Iteration 1F: 3 clusters Score -519167.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -519357.875000 Penalty: 2810.957031
	Iteration 2F: 3 clusters Score -519357.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -519505.843750 Penalty: 2810.957031
	Iteration 3F: 3 clusters Score -519505.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -519607.875000 Penalty: 2810.957031
	Iteration 4Q: 3 clusters Score -519607.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -519675.125000 Penalty: 2810.957031
	Iteration 5Q: 3 clusters Score -519675.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -519737.531250 Penalty: 2810.957031
	Iteration 6Q: 3 clusters Score -519737.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -519820.781250 Penalty: 2810.957031
	Iteration 7Q: 3 clusters Score -519820.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -519914.500000 Penalty: 2810.957031
	Iteration 8Q: 3 clusters Score -519914.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -520029.906250 Penalty: 2810.957031
	Iteration 9Q: 3 clusters Score -520029.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -520138.437500 Penalty: 2810.957031
	Iteration 10Q: 3 clusters Score -520138.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -520242.406250 Penalty: 2810.957031
	Iteration 11Q: 3 clusters Score -520242.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -520329.187500 Penalty: 2810.957031
	Iteration 12Q: 3 clusters Score -520329.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -520391.187500 Penalty: 2810.957031
	Iteration 13Q: 3 clusters Score -520391.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -520443.031250 Penalty: 2810.957031
	Iteration 14Q: 3 clusters Score -520443 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -520485.656250 Penalty: 2810.957031
	Iteration 15Q: 3 clusters Score -520485.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -520535.156250 Penalty: 2810.957031
	Iteration 16Q: 3 clusters Score -520535.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -520595.031250 Penalty: 2810.957031
	Iteration 17Q: 3 clusters Score -520595 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -520673.375000 Penalty: 2810.957031
	Iteration 18Q: 3 clusters Score -520673.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -520775.250000 Penalty: 2810.957031
	Iteration 19Q: 3 clusters Score -520775.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -520896.281250 Penalty: 2810.957031
	Iteration 20F: 3 clusters Score -520896.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -521025.375000 Penalty: 2810.957031
	Iteration 21Q: 3 clusters Score -521025.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -521135.812500 Penalty: 2810.957031
	Iteration 22Q: 3 clusters Score -521135.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -521240.968750 Penalty: 2810.957031
	Iteration 23Q: 3 clusters Score -521241 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -521307.781250 Penalty: 2810.957031
	Iteration 24Q: 3 clusters Score -521307.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -521349.031250 Penalty: 2810.957031
	Iteration 25Q: 3 clusters Score -521349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -521374.562500 Penalty: 2810.957031
	Iteration 26Q: 3 clusters Score -521374.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -521396.000000 Penalty: 2810.957031
	Iteration 27Q: 3 clusters Score -521396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -521413.437500 Penalty: 2810.957031
	Iteration 28Q: 3 clusters Score -521413.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -521429.156250 Penalty: 2810.957031
	Iteration 29Q: 3 clusters Score -521429.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -521441.500000 Penalty: 2810.957031
	Iteration 30Q: 3 clusters Score -521441.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -521450.437500 Penalty: 2810.957031
	Iteration 31Q: 3 clusters Score -521450.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -521459.906250 Penalty: 2810.957031
	Iteration 32Q: 3 clusters Score -521459.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -521467.406250 Penalty: 2810.957031
	Iteration 33Q: 3 clusters Score -521467.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -521472.906250 Penalty: 2810.957031
	Iteration 34Q: 3 clusters Score -521472.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -521479.187500 Penalty: 2810.957031
	Iteration 35Q: 3 clusters Score -521479.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -521486.187500 Penalty: 2810.957031
	Iteration 36Q: 3 clusters Score -521486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -521489.468750 Penalty: 2810.957031
	Iteration 37Q: 3 clusters Score -521489.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -521491.875000 Penalty: 2810.957031
	Iteration 38Q: 3 clusters Score -521491.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -521493.781250 Penalty: 2810.957031
	Iteration 39Q: 3 clusters Score -521493.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -521496.250000 Penalty: 2810.957031
	Iteration 40F: 3 clusters Score -521496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -521497.187500 Penalty: 2810.957031
	Iteration 41Q: 3 clusters Score -521497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -521498.500000 Penalty: 2810.957031
	Iteration 42Q: 3 clusters Score -521498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -521498.187500 Penalty: 2810.957031
	Iteration 43Q: 3 clusters Score -521498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -521498.187500 Penalty: 2810.957031
	Iteration 44F: 3 clusters Score -521498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Entering Unmasked Estep 
Score: -908060.875000 Penalty: 1494.306763
	Iteration 0F: 2 clusters Score -908060.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -900966.500000 Penalty: 2988.613525
	Iteration 0F: 3 clusters Score -900966.5 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -903444.375000 Penalty: 2988.613525
	Iteration 1F: 3 clusters Score -903444.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -903962.812500 Penalty: 2988.613525
	Iteration 2F: 3 clusters Score -903962.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -904536.687500 Penalty: 2988.613525
	Iteration 3F: 3 clusters Score -904536.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -905236.000000 Penalty: 2988.613525
	Iteration 4F: 3 clusters Score -905236 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -905974.437500 Penalty: 2988.613525
	Iteration 5F: 3 clusters Score -905974.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -906608.750000 Penalty: 2988.613525
	Iteration 6F: 3 clusters Score -906608.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -907027.375000 Penalty: 2988.613525
	Iteration 7Q: 3 clusters Score -907027.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -907290.625000 Penalty: 2988.613525
	Iteration 8Q: 3 clusters Score -907290.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -907406.750000 Penalty: 2988.613525
	Iteration 9Q: 3 clusters Score -907406.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -907452.250000 Penalty: 2988.613525
	Iteration 10Q: 3 clusters Score -907452.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -907479.750000 Penalty: 2988.613525
	Iteration 11Q: 3 clusters Score -907479.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -907498.687500 Penalty: 2988.613525
	Iteration 12Q: 3 clusters Score -907498.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -907508.437500 Penalty: 2988.613525
	Iteration 13Q: 3 clusters Score -907508.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -907512.000000 Penalty: 2988.613525
	Iteration 14Q: 3 clusters Score -907512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -907517.312500 Penalty: 2988.613525
	Iteration 15Q: 3 clusters Score -907517.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -907518.625000 Penalty: 2988.613525
	Iteration 16Q: 3 clusters Score -907518.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -907521.687500 Penalty: 2988.613525
	Iteration 17Q: 3 clusters Score -907521.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -907521.812500 Penalty: 2988.613525
	Iteration 18Q: 3 clusters Score -907521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -907521.500000 Penalty: 2988.613525
	Iteration 19Q: 3 clusters Score -907521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -907522.437500 Penalty: 2988.613525
	Iteration 20F: 3 clusters Score -907522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -907522.562500 Penalty: 2988.613525
	Iteration 21Q: 3 clusters Score -907522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -907523.375000 Penalty: 2988.613525
	Iteration 22Q: 3 clusters Score -907523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -907523.812500 Penalty: 2988.613525
	Iteration 23Q: 3 clusters Score -907523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -907523.312500 Penalty: 2988.613525
	Iteration 24Q: 3 clusters Score -907523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -907522.437500 Penalty: 2988.613525
	Iteration 25Q: 3 clusters Score -907522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -907522.875000 Penalty: 2988.613525
	Iteration 26Q: 3 clusters Score -907522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -907522.875000 Penalty: 2988.613525
	Iteration 27F: 3 clusters Score -907522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Entering Unmasked Estep 
Score: -2013305.750000 Penalty: 1620.569214
	Iteration 0F: 2 clusters Score -2013306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1998719.000000 Penalty: 3241.138428
	Iteration 0F: 3 clusters Score -1998719 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2003935.375000 Penalty: 3241.138428
	Iteration 1F: 3 clusters Score -2003935 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2004307.125000 Penalty: 3241.138428
	Iteration 2Q: 3 clusters Score -2004307 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2004656.625000 Penalty: 3241.138428
	Iteration 3Q: 3 clusters Score -2004657 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2005046.125000 Penalty: 3241.138428
	Iteration 4Q: 3 clusters Score -2005046 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2005474.375000 Penalty: 3241.138428
	Iteration 5Q: 3 clusters Score -2005474 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2005949.000000 Penalty: 3241.138428
	Iteration 6Q: 3 clusters Score -2005949 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2006536.625000 Penalty: 3241.138428
	Iteration 7Q: 3 clusters Score -2006537 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2007236.750000 Penalty: 3241.138428
	Iteration 8F: 3 clusters Score -2007237 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2008069.500000 Penalty: 3241.138428
	Iteration 9F: 3 clusters Score -2008070 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2008881.875000 Penalty: 3241.138428
	Iteration 10F: 3 clusters Score -2008882 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2009586.750000 Penalty: 3241.138428
	Iteration 11Q: 3 clusters Score -2009587 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2010096.625000 Penalty: 3241.138428
	Iteration 12Q: 3 clusters Score -2010097 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2010470.375000 Penalty: 3241.138428
	Iteration 13Q: 3 clusters Score -2010470 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2010808.250000 Penalty: 3241.138428
	Iteration 14Q: 3 clusters Score -2010808 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2011055.000000 Penalty: 3241.138428
	Iteration 15Q: 3 clusters Score -2011055 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2011255.250000 Penalty: 3241.138428
	Iteration 16Q: 3 clusters Score -2011255 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2011430.125000 Penalty: 3241.138428
	Iteration 17Q: 3 clusters Score -2011430 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2011564.875000 Penalty: 3241.138428
	Iteration 18Q: 3 clusters Score -2011565 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2011664.000000 Penalty: 3241.138428
	Iteration 19Q: 3 clusters Score -2011664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2011745.000000 Penalty: 3241.138428
	Iteration 20F: 3 clusters Score -2011745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2011785.875000 Penalty: 3241.138428
	Iteration 21Q: 3 clusters Score -2011786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2011809.375000 Penalty: 3241.138428
	Iteration 22Q: 3 clusters Score -2011809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2011827.125000 Penalty: 3241.138428
	Iteration 23Q: 3 clusters Score -2011827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2011840.500000 Penalty: 3241.138428
	Iteration 24Q: 3 clusters Score -2011840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2011850.375000 Penalty: 3241.138428
	Iteration 25Q: 3 clusters Score -2011850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2011855.250000 Penalty: 3241.138428
	Iteration 26Q: 3 clusters Score -2011855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2011858.625000 Penalty: 3241.138428
	Iteration 27Q: 3 clusters Score -2011859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2011864.000000 Penalty: 3241.138428
	Iteration 28Q: 3 clusters Score -2011864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2011862.375000 Penalty: 3241.138428
	Iteration 29Q: 3 clusters Score -2011862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2011866.500000 Penalty: 3241.138428
	Iteration 30Q: 3 clusters Score -2011866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2011873.250000 Penalty: 3241.138428
	Iteration 31Q: 3 clusters Score -2011873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2011878.250000 Penalty: 3241.138428
	Iteration 32Q: 3 clusters Score -2011878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2011886.375000 Penalty: 3241.138428
	Iteration 33Q: 3 clusters Score -2011886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2011895.500000 Penalty: 3241.138428
	Iteration 34Q: 3 clusters Score -2011896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2011900.500000 Penalty: 3241.138428
	Iteration 35Q: 3 clusters Score -2011900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2011911.750000 Penalty: 3241.138428
	Iteration 36Q: 3 clusters Score -2011912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2011921.500000 Penalty: 3241.138428
	Iteration 37Q: 3 clusters Score -2011922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2011929.500000 Penalty: 3241.138428
	Iteration 38Q: 3 clusters Score -2011930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2011927.125000 Penalty: 3241.138428
	Iteration 39Q: 3 clusters Score -2011927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2011929.875000 Penalty: 3241.138428
	Iteration 40F: 3 clusters Score -2011930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2011943.000000 Penalty: 3241.138428
	Iteration 41Q: 3 clusters Score -2011943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2011945.500000 Penalty: 3241.138428
	Iteration 42Q: 3 clusters Score -2011946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2011947.375000 Penalty: 3241.138428
	Iteration 43Q: 3 clusters Score -2011947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2011949.500000 Penalty: 3241.138428
	Iteration 44Q: 3 clusters Score -2011950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2011947.750000 Penalty: 3241.138428
	Iteration 45Q: 3 clusters Score -2011948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2011949.375000 Penalty: 3241.138428
	Iteration 46Q: 3 clusters Score -2011949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2011947.625000 Penalty: 3241.138428
	Iteration 47Q: 3 clusters Score -2011948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2011950.000000 Penalty: 3241.138428
	Iteration 48Q: 3 clusters Score -2011950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2011950.125000 Penalty: 3241.138428
	Iteration 49Q: 3 clusters Score -2011950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2011950.125000 Penalty: 3241.138428
	Iteration 50F: 3 clusters Score -2011950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -93336.593750 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -93336.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91877.804688 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -91877.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -92178.304688 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -92178.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92261.382812 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -92261.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92321.726562 Penalty: 2259.947510
	Iteration 3Q: 3 clusters Score -92321.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -92365.648438 Penalty: 2259.947510
	Iteration 4Q: 3 clusters Score -92365.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -92398.343750 Penalty: 2259.947510
	Iteration 5Q: 3 clusters Score -92398.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -92421.460938 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -92421.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -92444.468750 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -92444.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -92477.289062 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -92477.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -92508.773438 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -92508.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -92529.000000 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -92529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -92546.195312 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -92546.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92558.843750 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -92558.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -92569.210938 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -92569.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -92582.171875 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -92582.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -92594.578125 Penalty: 2259.947510
	Iteration 15Q: 3 clusters Score -92594.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92603.820312 Penalty: 2259.947510
	Iteration 16Q: 3 clusters Score -92603.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -92613.718750 Penalty: 2259.947510
	Iteration 17Q: 3 clusters Score -92613.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92624.492188 Penalty: 2259.947510
	Iteration 18Q: 3 clusters Score -92624.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92638.531250 Penalty: 2259.947510
	Iteration 19Q: 3 clusters Score -92638.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -92646.750000 Penalty: 2259.947510
	Iteration 20F: 3 clusters Score -92646.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -92649.929688 Penalty: 2259.947510
	Iteration 21Q: 3 clusters Score -92649.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92651.687500 Penalty: 2259.947510
	Iteration 22Q: 3 clusters Score -92651.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92654.156250 Penalty: 2259.947510
	Iteration 23Q: 3 clusters Score -92654.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92655.968750 Penalty: 2259.947510
	Iteration 24Q: 3 clusters Score -92655.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -92658.992188 Penalty: 2259.947510
	Iteration 25Q: 3 clusters Score -92658.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -92664.476562 Penalty: 2259.947510
	Iteration 26Q: 3 clusters Score -92664.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -92672.539062 Penalty: 2259.947510
	Iteration 27Q: 3 clusters Score -92672.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -92684.039062 Penalty: 2259.947510
	Iteration 28Q: 3 clusters Score -92684.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92694.570312 Penalty: 2259.947510
	Iteration 29Q: 3 clusters Score -92694.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92706.132812 Penalty: 2259.947510
	Iteration 30Q: 3 clusters Score -92706.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92713.742188 Penalty: 2259.947510
	Iteration 31Q: 3 clusters Score -92713.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92716.523438 Penalty: 2259.947510
	Iteration 32Q: 3 clusters Score -92716.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92717.148438 Penalty: 2259.947510
	Iteration 33Q: 3 clusters Score -92717.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92718.421875 Penalty: 2259.947510
	Iteration 34Q: 3 clusters Score -92718.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92720.265625 Penalty: 2259.947510
	Iteration 35Q: 3 clusters Score -92720.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92721.546875 Penalty: 2259.947510
	Iteration 36Q: 3 clusters Score -92721.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92721.546875 Penalty: 2259.947510
	Iteration 37F: 3 clusters Score -92721.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -104226.523438 Penalty: 1149.268555
	Iteration 0F: 2 clusters Score -104226.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -102657.796875 Penalty: 2298.537109
	Iteration 0F: 3 clusters Score -102657.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -102971.968750 Penalty: 2298.537109
	Iteration 1F: 3 clusters Score -102972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -103075.726562 Penalty: 2298.537109
	Iteration 2F: 3 clusters Score -103075.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103161.664062 Penalty: 2298.537109
	Iteration 3F: 3 clusters Score -103161.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103255.804688 Penalty: 2298.537109
	Iteration 4F: 3 clusters Score -103255.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103309.687500 Penalty: 2298.537109
	Iteration 5Q: 3 clusters Score -103309.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103350.843750 Penalty: 2298.537109
	Iteration 6Q: 3 clusters Score -103350.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103375.929688 Penalty: 2298.537109
	Iteration 7Q: 3 clusters Score -103375.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103392.664062 Penalty: 2298.537109
	Iteration 8Q: 3 clusters Score -103392.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103415.562500 Penalty: 2298.537109
	Iteration 9Q: 3 clusters Score -103415.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103441.539062 Penalty: 2298.537109
	Iteration 10Q: 3 clusters Score -103441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103451.179688 Penalty: 2298.537109
	Iteration 11Q: 3 clusters Score -103451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103459.078125 Penalty: 2298.537109
	Iteration 12Q: 3 clusters Score -103459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103464.859375 Penalty: 2298.537109
	Iteration 13Q: 3 clusters Score -103464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103469.945312 Penalty: 2298.537109
	Iteration 14Q: 3 clusters Score -103469.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103476.625000 Penalty: 2298.537109
	Iteration 15Q: 3 clusters Score -103476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103483.929688 Penalty: 2298.537109
	Iteration 16Q: 3 clusters Score -103483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103489.562500 Penalty: 2298.537109
	Iteration 17Q: 3 clusters Score -103489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -103492.851562 Penalty: 2298.537109
	Iteration 18Q: 3 clusters Score -103492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103494.335938 Penalty: 2298.537109
	Iteration 19Q: 3 clusters Score -103494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103494.773438 Penalty: 2298.537109
	Iteration 20F: 3 clusters Score -103494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -68962.515625 Penalty: 1078.979858
	Iteration 0F: 2 clusters Score -68962.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67655.187500 Penalty: 2157.959717
	Iteration 0F: 3 clusters Score -67655.19 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67904.031250 Penalty: 2157.959717
	Iteration 1F: 3 clusters Score -67904.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68009.710938 Penalty: 2157.959717
	Iteration 2F: 3 clusters Score -68009.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68078.312500 Penalty: 2157.959717
	Iteration 3F: 3 clusters Score -68078.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68114.031250 Penalty: 2157.959717
	Iteration 4Q: 3 clusters Score -68114.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68131.562500 Penalty: 2157.959717
	Iteration 5Q: 3 clusters Score -68131.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68145.593750 Penalty: 2157.959717
	Iteration 6Q: 3 clusters Score -68145.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68173.414062 Penalty: 2157.959717
	Iteration 7Q: 3 clusters Score -68173.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68215.492188 Penalty: 2157.959717
	Iteration 8Q: 3 clusters Score -68215.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68251.148438 Penalty: 2157.959717
	Iteration 9Q: 3 clusters Score -68251.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68283.679688 Penalty: 2157.959717
	Iteration 10Q: 3 clusters Score -68283.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68309.046875 Penalty: 2157.959717
	Iteration 11Q: 3 clusters Score -68309.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68341.460938 Penalty: 2157.959717
	Iteration 12Q: 3 clusters Score -68341.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68381.937500 Penalty: 2157.959717
	Iteration 13Q: 3 clusters Score -68381.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68449.468750 Penalty: 2157.959717
	Iteration 14Q: 3 clusters Score -68449.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68514.289062 Penalty: 2157.959717
	Iteration 15Q: 3 clusters Score -68514.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68566.210938 Penalty: 2157.959717
	Iteration 16Q: 3 clusters Score -68566.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68605.000000 Penalty: 2157.959717
	Iteration 17Q: 3 clusters Score -68605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68655.367188 Penalty: 2157.959717
	Iteration 18Q: 3 clusters Score -68655.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68721.835938 Penalty: 2157.959717
	Iteration 19Q: 3 clusters Score -68721.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68755.062500 Penalty: 2157.959717
	Iteration 20F: 3 clusters Score -68755.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68782.953125 Penalty: 2157.959717
	Iteration 21Q: 3 clusters Score -68782.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68803.210938 Penalty: 2157.959717
	Iteration 22Q: 3 clusters Score -68803.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68804.328125 Penalty: 2157.959717
	Iteration 23Q: 3 clusters Score -68804.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68804.328125 Penalty: 2157.959717
	Iteration 24F: 3 clusters Score -68804.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -102066.671875 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -102066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -100451.843750 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -100451.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -100809.718750 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -100809.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -100920.476562 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -100920.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -100992.171875 Penalty: 2328.534180
	Iteration 3F: 3 clusters Score -100992.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -101052.562500 Penalty: 2328.534180
	Iteration 4Q: 3 clusters Score -101052.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -101085.617188 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -101085.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -101110.882812 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -101110.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -101132.671875 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -101132.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -101150.039062 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -101150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -101172.554688 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -101172.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -101196.367188 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -101196.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -101227.468750 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -101227.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -101248.531250 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -101248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -101258.921875 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -101258.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -101272.117188 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -101272.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -101288.031250 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -101288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -101300.390625 Penalty: 2328.534180
	Iteration 16Q: 3 clusters Score -101300.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -101310.664062 Penalty: 2328.534180
	Iteration 17Q: 3 clusters Score -101310.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -101315.414062 Penalty: 2328.534180
	Iteration 18Q: 3 clusters Score -101315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -101320.445312 Penalty: 2328.534180
	Iteration 19Q: 3 clusters Score -101320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -101329.195312 Penalty: 2328.534180
	Iteration 20F: 3 clusters Score -101329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -101338.187500 Penalty: 2328.534180
	Iteration 21Q: 3 clusters Score -101338.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -101348.390625 Penalty: 2328.534180
	Iteration 22Q: 3 clusters Score -101348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -101351.710938 Penalty: 2328.534180
	Iteration 23Q: 3 clusters Score -101351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -101353.531250 Penalty: 2328.534180
	Iteration 24Q: 3 clusters Score -101353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -101354.226562 Penalty: 2328.534180
	Iteration 25Q: 3 clusters Score -101354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -101354.226562 Penalty: 2328.534180
	Iteration 26F: 3 clusters Score -101354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -502656.812500 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -502656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -498478.281250 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -498478.3 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -499628.468750 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -499628.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -499797.062500 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -499797.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -499902.968750 Penalty: 2787.515381
	Iteration 3Q: 3 clusters Score -499903 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -499990.562500 Penalty: 2787.515381
	Iteration 4Q: 3 clusters Score -499990.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -500054.750000 Penalty: 2787.515381
	Iteration 5Q: 3 clusters Score -500054.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -500112.812500 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -500112.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -500170.625000 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -500170.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -500219.437500 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -500219.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -500265.687500 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -500265.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -500311.750000 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -500311.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -500361.281250 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -500361.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -500402.218750 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -500402.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -500440.875000 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -500440.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -500477.812500 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -500477.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -500516.687500 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -500516.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -500549.937500 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -500549.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -500587.187500 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -500587.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -500627.625000 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -500627.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -500671.062500 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -500671.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -500725.812500 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -500725.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -500774.593750 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -500774.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -500834.406250 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -500834.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -500905.781250 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -500905.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -500971.281250 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -500971.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -501033.375000 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -501033.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -501080.437500 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -501080.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -501127.593750 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -501127.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -501166.937500 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -501166.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -501213.906250 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -501213.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -501257.718750 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -501257.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -501302.062500 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -501302.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -501340.375000 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -501340.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -501366.000000 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -501366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -501386.312500 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -501386.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -501398.375000 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -501398.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -501408.531250 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -501408.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -501418.093750 Penalty: 2787.515381
	Iteration 37Q: 3 clusters Score -501418.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -501427.718750 Penalty: 2787.515381
	Iteration 38Q: 3 clusters Score -501427.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -501432.875000 Penalty: 2787.515381
	Iteration 39Q: 3 clusters Score -501432.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -501436.562500 Penalty: 2787.515381
	Iteration 40F: 3 clusters Score -501436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -501437.875000 Penalty: 2787.515381
	Iteration 41Q: 3 clusters Score -501437.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -501440.968750 Penalty: 2787.515381
	Iteration 42Q: 3 clusters Score -501441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -501443.031250 Penalty: 2787.515381
	Iteration 43Q: 3 clusters Score -501443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -501443.656250 Penalty: 2787.515381
	Iteration 44Q: 3 clusters Score -501443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -501444.843750 Penalty: 2787.515381
	Iteration 45Q: 3 clusters Score -501444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -501444.468750 Penalty: 2787.515381
	Iteration 46Q: 3 clusters Score -501444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -501444.968750 Penalty: 2787.515381
	Iteration 47Q: 3 clusters Score -501445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -501444.968750 Penalty: 2787.515381
	Iteration 48F: 3 clusters Score -501445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -107771.304688 Penalty: 1150.640991
	Iteration 0F: 2 clusters Score -107771.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106166.078125 Penalty: 2301.281982
	Iteration 0F: 3 clusters Score -106166.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106460.476562 Penalty: 2301.281982
	Iteration 1F: 3 clusters Score -106460.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -106567.062500 Penalty: 2301.281982
	Iteration 2F: 3 clusters Score -106567.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -106612.539062 Penalty: 2301.281982
	Iteration 3Q: 3 clusters Score -106612.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106649.320312 Penalty: 2301.281982
	Iteration 4Q: 3 clusters Score -106649.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106679.945312 Penalty: 2301.281982
	Iteration 5Q: 3 clusters Score -106679.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106705.500000 Penalty: 2301.281982
	Iteration 6Q: 3 clusters Score -106705.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106721.125000 Penalty: 2301.281982
	Iteration 7Q: 3 clusters Score -106721.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106738.242188 Penalty: 2301.281982
	Iteration 8Q: 3 clusters Score -106738.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106751.695312 Penalty: 2301.281982
	Iteration 9Q: 3 clusters Score -106751.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106765.007812 Penalty: 2301.281982
	Iteration 10Q: 3 clusters Score -106765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106778.781250 Penalty: 2301.281982
	Iteration 11Q: 3 clusters Score -106778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -106783.960938 Penalty: 2301.281982
	Iteration 12Q: 3 clusters Score -106784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106787.890625 Penalty: 2301.281982
	Iteration 13Q: 3 clusters Score -106787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106791.265625 Penalty: 2301.281982
	Iteration 14Q: 3 clusters Score -106791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106793.320312 Penalty: 2301.281982
	Iteration 15Q: 3 clusters Score -106793.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -106798.585938 Penalty: 2301.281982
	Iteration 16Q: 3 clusters Score -106798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -106803.289062 Penalty: 2301.281982
	Iteration 17Q: 3 clusters Score -106803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -106805.843750 Penalty: 2301.281982
	Iteration 18Q: 3 clusters Score -106805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106807.828125 Penalty: 2301.281982
	Iteration 19Q: 3 clusters Score -106807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106813.226562 Penalty: 2301.281982
	Iteration 20F: 3 clusters Score -106813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -106816.601562 Penalty: 2301.281982
	Iteration 21Q: 3 clusters Score -106816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -106817.875000 Penalty: 2301.281982
	Iteration 22Q: 3 clusters Score -106817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -106818.531250 Penalty: 2301.281982
	Iteration 23Q: 3 clusters Score -106818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -106819.640625 Penalty: 2301.281982
	Iteration 24Q: 3 clusters Score -106819.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -106819.640625 Penalty: 2301.281982
	Iteration 25F: 3 clusters Score -106819.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -233870.203125 Penalty: 1275.894897
	Iteration 0F: 2 clusters Score -233870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -231414.890625 Penalty: 2551.789795
	Iteration 0F: 3 clusters Score -231414.9 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -231996.234375 Penalty: 2551.789795
	Iteration 1F: 3 clusters Score -231996.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -232190.234375 Penalty: 2551.789795
	Iteration 2F: 3 clusters Score -232190.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -232369.562500 Penalty: 2551.789795
	Iteration 3F: 3 clusters Score -232369.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -232513.937500 Penalty: 2551.789795
	Iteration 4F: 3 clusters Score -232513.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -232659.125000 Penalty: 2551.789795
	Iteration 5F: 3 clusters Score -232659.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -232783.812500 Penalty: 2551.789795
	Iteration 6Q: 3 clusters Score -232783.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -232914.765625 Penalty: 2551.789795
	Iteration 7Q: 3 clusters Score -232914.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -233025.687500 Penalty: 2551.789795
	Iteration 8Q: 3 clusters Score -233025.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -233151.109375 Penalty: 2551.789795
	Iteration 9Q: 3 clusters Score -233151.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -233252.390625 Penalty: 2551.789795
	Iteration 10Q: 3 clusters Score -233252.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -233330.203125 Penalty: 2551.789795
	Iteration 11Q: 3 clusters Score -233330.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -233376.984375 Penalty: 2551.789795
	Iteration 12Q: 3 clusters Score -233377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -233403.843750 Penalty: 2551.789795
	Iteration 13Q: 3 clusters Score -233403.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233428.734375 Penalty: 2551.789795
	Iteration 14Q: 3 clusters Score -233428.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -233441.000000 Penalty: 2551.789795
	Iteration 15Q: 3 clusters Score -233441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -233452.046875 Penalty: 2551.789795
	Iteration 16Q: 3 clusters Score -233452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -233456.671875 Penalty: 2551.789795
	Iteration 17Q: 3 clusters Score -233456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -233459.093750 Penalty: 2551.789795
	Iteration 18Q: 3 clusters Score -233459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -233461.281250 Penalty: 2551.789795
	Iteration 19Q: 3 clusters Score -233461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -233462.765625 Penalty: 2551.789795
	Iteration 20F: 3 clusters Score -233462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -233463.703125 Penalty: 2551.789795
	Iteration 21Q: 3 clusters Score -233463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -233463.703125 Penalty: 2551.789795
	Iteration 22F: 3 clusters Score -233463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -141956.703125 Penalty: 1195.499268
	Iteration 0F: 2 clusters Score -141956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140156.453125 Penalty: 2390.998535
	Iteration 0F: 3 clusters Score -140156.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -140542.421875 Penalty: 2390.998535
	Iteration 1F: 3 clusters Score -140542.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -140635.546875 Penalty: 2390.998535
	Iteration 2F: 3 clusters Score -140635.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140723.109375 Penalty: 2390.998535
	Iteration 3F: 3 clusters Score -140723.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -140772.515625 Penalty: 2390.998535
	Iteration 4Q: 3 clusters Score -140772.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -140800.203125 Penalty: 2390.998535
	Iteration 5Q: 3 clusters Score -140800.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140820.500000 Penalty: 2390.998535
	Iteration 6Q: 3 clusters Score -140820.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -140833.937500 Penalty: 2390.998535
	Iteration 7Q: 3 clusters Score -140833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140842.671875 Penalty: 2390.998535
	Iteration 8Q: 3 clusters Score -140842.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -140858.234375 Penalty: 2390.998535
	Iteration 9Q: 3 clusters Score -140858.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -140870.921875 Penalty: 2390.998535
	Iteration 10Q: 3 clusters Score -140870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -140877.140625 Penalty: 2390.998535
	Iteration 11Q: 3 clusters Score -140877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -140880.406250 Penalty: 2390.998535
	Iteration 12Q: 3 clusters Score -140880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -140884.562500 Penalty: 2390.998535
	Iteration 13Q: 3 clusters Score -140884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -140886.156250 Penalty: 2390.998535
	Iteration 14Q: 3 clusters Score -140886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -140887.796875 Penalty: 2390.998535
	Iteration 15Q: 3 clusters Score -140887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -140888.562500 Penalty: 2390.998535
	Iteration 16Q: 3 clusters Score -140888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -140888.562500 Penalty: 2390.998535
	Iteration 17F: 3 clusters Score -140888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (26723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Entering Unmasked Estep 
Score: -2512161.250000 Penalty: 1656.408081
	Iteration 0F: 2 clusters Score -2512161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2494165.000000 Penalty: 3312.816162
	Iteration 0F: 3 clusters Score -2494165 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2500725.250000 Penalty: 3312.816162
	Iteration 1F: 3 clusters Score -2500725 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2501155.750000 Penalty: 3312.816162
	Iteration 2Q: 3 clusters Score -2501156 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2501546.000000 Penalty: 3312.816162
	Iteration 3Q: 3 clusters Score -2501546 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2501951.750000 Penalty: 3312.816162
	Iteration 4Q: 3 clusters Score -2501952 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2502421.500000 Penalty: 3312.816162
	Iteration 5Q: 3 clusters Score -2502422 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2502977.750000 Penalty: 3312.816162
	Iteration 6Q: 3 clusters Score -2502978 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2503595.000000 Penalty: 3312.816162
	Iteration 7Q: 3 clusters Score -2503595 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2504359.000000 Penalty: 3312.816162
	Iteration 8F: 3 clusters Score -2504359 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2505203.750000 Penalty: 3312.816162
	Iteration 9F: 3 clusters Score -2505204 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2506044.500000 Penalty: 3312.816162
	Iteration 10Q: 3 clusters Score -2506044 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2506828.000000 Penalty: 3312.816162
	Iteration 11Q: 3 clusters Score -2506828 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2507497.750000 Penalty: 3312.816162
	Iteration 12Q: 3 clusters Score -2507498 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2508104.000000 Penalty: 3312.816162
	Iteration 13Q: 3 clusters Score -2508104 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2508567.500000 Penalty: 3312.816162
	Iteration 14Q: 3 clusters Score -2508568 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2508940.750000 Penalty: 3312.816162
	Iteration 15Q: 3 clusters Score -2508941 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2509335.000000 Penalty: 3312.816162
	Iteration 16Q: 3 clusters Score -2509335 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2509696.750000 Penalty: 3312.816162
	Iteration 17Q: 3 clusters Score -2509697 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2509998.750000 Penalty: 3312.816162
	Iteration 18Q: 3 clusters Score -2509999 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2510228.500000 Penalty: 3312.816162
	Iteration 19Q: 3 clusters Score -2510228 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2510389.000000 Penalty: 3312.816162
	Iteration 20F: 3 clusters Score -2510389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2510517.750000 Penalty: 3312.816162
	Iteration 21Q: 3 clusters Score -2510518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2510646.500000 Penalty: 3312.816162
	Iteration 22Q: 3 clusters Score -2510646 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2510739.500000 Penalty: 3312.816162
	Iteration 23Q: 3 clusters Score -2510740 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2510813.750000 Penalty: 3312.816162
	Iteration 24Q: 3 clusters Score -2510814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2510864.000000 Penalty: 3312.816162
	Iteration 25Q: 3 clusters Score -2510864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2510904.000000 Penalty: 3312.816162
	Iteration 26Q: 3 clusters Score -2510904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2510926.500000 Penalty: 3312.816162
	Iteration 27Q: 3 clusters Score -2510926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2510951.250000 Penalty: 3312.816162
	Iteration 28Q: 3 clusters Score -2510951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2510978.500000 Penalty: 3312.816162
	Iteration 29Q: 3 clusters Score -2510978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2510995.500000 Penalty: 3312.816162
	Iteration 30Q: 3 clusters Score -2510996 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2511016.500000 Penalty: 3312.816162
	Iteration 31Q: 3 clusters Score -2511016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2511021.000000 Penalty: 3312.816162
	Iteration 32Q: 3 clusters Score -2511021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2511035.750000 Penalty: 3312.816162
	Iteration 33Q: 3 clusters Score -2511036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2511055.500000 Penalty: 3312.816162
	Iteration 34Q: 3 clusters Score -2511056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2511067.750000 Penalty: 3312.816162
	Iteration 35Q: 3 clusters Score -2511068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2511077.500000 Penalty: 3312.816162
	Iteration 36Q: 3 clusters Score -2511078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2511081.500000 Penalty: 3312.816162
	Iteration 37Q: 3 clusters Score -2511082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2511091.000000 Penalty: 3312.816162
	Iteration 38Q: 3 clusters Score -2511091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2511105.500000 Penalty: 3312.816162
	Iteration 39Q: 3 clusters Score -2511106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2511109.250000 Penalty: 3312.816162
	Iteration 40F: 3 clusters Score -2511109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2511113.500000 Penalty: 3312.816162
	Iteration 41Q: 3 clusters Score -2511114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2511118.500000 Penalty: 3312.816162
	Iteration 42Q: 3 clusters Score -2511118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2511123.750000 Penalty: 3312.816162
	Iteration 43Q: 3 clusters Score -2511124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2511127.250000 Penalty: 3312.816162
	Iteration 44Q: 3 clusters Score -2511127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2511130.250000 Penalty: 3312.816162
	Iteration 45Q: 3 clusters Score -2511130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2511132.500000 Penalty: 3312.816162
	Iteration 46Q: 3 clusters Score -2511132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2511132.000000 Penalty: 3312.816162
	Iteration 47Q: 3 clusters Score -2511132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2511131.500000 Penalty: 3312.816162
	Iteration 48Q: 3 clusters Score -2511132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2511132.250000 Penalty: 3312.816162
	Iteration 49Q: 3 clusters Score -2511132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2511131.500000 Penalty: 3312.816162
	Iteration 50Q: 3 clusters Score -2511132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2511126.500000 Penalty: 3312.816162
	Iteration 51Q: 3 clusters Score -2511126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2511127.250000 Penalty: 3312.816162
	Iteration 52Q: 3 clusters Score -2511127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2511128.750000 Penalty: 3312.816162
	Iteration 53Q: 3 clusters Score -2511129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2511126.750000 Penalty: 3312.816162
	Iteration 54Q: 3 clusters Score -2511127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2511126.750000 Penalty: 3312.816162
	Iteration 55F: 3 clusters Score -2511127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -447499.687500 Penalty: 1379.929810
	Iteration 0F: 2 clusters Score -447499.7 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 2426 members 
Entering Unmasked Estep 
Score: -443720.437500 Penalty: 2759.859619
	Iteration 0F: 3 clusters Score -443720.4 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -444913.593750 Penalty: 2759.859619
	Iteration 1F: 3 clusters Score -444913.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -445166.562500 Penalty: 2759.859619
	Iteration 2F: 3 clusters Score -445166.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -445356.593750 Penalty: 2759.859619
	Iteration 3F: 3 clusters Score -445356.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -445507.375000 Penalty: 2759.859619
	Iteration 4Q: 3 clusters Score -445507.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -445627.781250 Penalty: 2759.859619
	Iteration 5Q: 3 clusters Score -445627.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -445726.031250 Penalty: 2759.859619
	Iteration 6Q: 3 clusters Score -445726 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -445828.312500 Penalty: 2759.859619
	Iteration 7Q: 3 clusters Score -445828.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -445921.625000 Penalty: 2759.859619
	Iteration 8Q: 3 clusters Score -445921.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -446017.406250 Penalty: 2759.859619
	Iteration 9Q: 3 clusters Score -446017.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -446089.750000 Penalty: 2759.859619
	Iteration 10Q: 3 clusters Score -446089.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -446141.656250 Penalty: 2759.859619
	Iteration 11Q: 3 clusters Score -446141.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -446183.218750 Penalty: 2759.859619
	Iteration 12Q: 3 clusters Score -446183.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -446234.250000 Penalty: 2759.859619
	Iteration 13Q: 3 clusters Score -446234.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -446274.625000 Penalty: 2759.859619
	Iteration 14Q: 3 clusters Score -446274.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -446310.375000 Penalty: 2759.859619
	Iteration 15Q: 3 clusters Score -446310.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -446346.875000 Penalty: 2759.859619
	Iteration 16Q: 3 clusters Score -446346.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -446371.906250 Penalty: 2759.859619
	Iteration 17Q: 3 clusters Score -446371.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -446393.312500 Penalty: 2759.859619
	Iteration 18Q: 3 clusters Score -446393.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -446421.000000 Penalty: 2759.859619
	Iteration 19Q: 3 clusters Score -446421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -446450.062500 Penalty: 2759.859619
	Iteration 20F: 3 clusters Score -446450.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -446474.375000 Penalty: 2759.859619
	Iteration 21Q: 3 clusters Score -446474.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -446492.093750 Penalty: 2759.859619
	Iteration 22Q: 3 clusters Score -446492.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -446501.968750 Penalty: 2759.859619
	Iteration 23Q: 3 clusters Score -446502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -446509.031250 Penalty: 2759.859619
	Iteration 24Q: 3 clusters Score -446509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -446512.875000 Penalty: 2759.859619
	Iteration 25Q: 3 clusters Score -446512.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -446518.593750 Penalty: 2759.859619
	Iteration 26Q: 3 clusters Score -446518.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -446529.000000 Penalty: 2759.859619
	Iteration 27Q: 3 clusters Score -446529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -446538.281250 Penalty: 2759.859619
	Iteration 28Q: 3 clusters Score -446538.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -446553.593750 Penalty: 2759.859619
	Iteration 29Q: 3 clusters Score -446553.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -446561.218750 Penalty: 2759.859619
	Iteration 30Q: 3 clusters Score -446561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -446566.812500 Penalty: 2759.859619
	Iteration 31Q: 3 clusters Score -446566.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -446572.281250 Penalty: 2759.859619
	Iteration 32Q: 3 clusters Score -446572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -446575.562500 Penalty: 2759.859619
	Iteration 33Q: 3 clusters Score -446575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -446577.250000 Penalty: 2759.859619
	Iteration 34Q: 3 clusters Score -446577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -446577.062500 Penalty: 2759.859619
	Iteration 35Q: 3 clusters Score -446577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -446577.781250 Penalty: 2759.859619
	Iteration 36Q: 3 clusters Score -446577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -446577.781250 Penalty: 2759.859619
	Iteration 37F: 3 clusters Score -446577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -135001.781250 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -135001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -133254.312500 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -133254.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133651.984375 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -133652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133760.328125 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -133760.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133834.140625 Penalty: 2377.229736
	Iteration 3F: 3 clusters Score -133834.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133875.046875 Penalty: 2377.229736
	Iteration 4Q: 3 clusters Score -133875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133903.156250 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -133903.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133925.359375 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -133925.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133944.718750 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -133944.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133969.203125 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -133969.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133995.437500 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -133995.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134016.484375 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -134016.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134025.687500 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -134025.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134038.750000 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -134038.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134053.953125 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -134054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134062.671875 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -134062.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134067.484375 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -134067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134072.968750 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -134073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134079.093750 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -134079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134086.921875 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -134086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134093.671875 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -134093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134100.796875 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -134100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134104.171875 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -134104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134111.328125 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -134111.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134117.750000 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -134117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134121.125000 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -134121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134125.031250 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -134125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134129.359375 Penalty: 2377.229736
	Iteration 26Q: 3 clusters Score -134129.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134134.031250 Penalty: 2377.229736
	Iteration 27Q: 3 clusters Score -134134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134134.984375 Penalty: 2377.229736
	Iteration 28Q: 3 clusters Score -134135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134135.453125 Penalty: 2377.229736
	Iteration 29Q: 3 clusters Score -134135.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134135.453125 Penalty: 2377.229736
	Iteration 30F: 3 clusters Score -134135.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -144203.062500 Penalty: 1216.756714
	Iteration 0F: 2 clusters Score -144203.1 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 887 members 
Entering Unmasked Estep 
Score: -142287.093750 Penalty: 2433.513428
	Iteration 0F: 3 clusters Score -142287.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -142840.578125 Penalty: 2433.513428
	Iteration 1F: 3 clusters Score -142840.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143096.687500 Penalty: 2433.513428
	Iteration 2F: 3 clusters Score -143096.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -143243.796875 Penalty: 2433.513428
	Iteration 3F: 3 clusters Score -143243.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -143327.562500 Penalty: 2433.513428
	Iteration 4Q: 3 clusters Score -143327.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143390.890625 Penalty: 2433.513428
	Iteration 5Q: 3 clusters Score -143390.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -143445.703125 Penalty: 2433.513428
	Iteration 6Q: 3 clusters Score -143445.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -143487.484375 Penalty: 2433.513428
	Iteration 7Q: 3 clusters Score -143487.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -143513.125000 Penalty: 2433.513428
	Iteration 8Q: 3 clusters Score -143513.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -143531.625000 Penalty: 2433.513428
	Iteration 9Q: 3 clusters Score -143531.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -143538.562500 Penalty: 2433.513428
	Iteration 10Q: 3 clusters Score -143538.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -143543.453125 Penalty: 2433.513428
	Iteration 11Q: 3 clusters Score -143543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -143544.218750 Penalty: 2433.513428
	Iteration 12Q: 3 clusters Score -143544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -143544.781250 Penalty: 2433.513428
	Iteration 13Q: 3 clusters Score -143544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -143546.921875 Penalty: 2433.513428
	Iteration 14Q: 3 clusters Score -143546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -143548.546875 Penalty: 2433.513428
	Iteration 15Q: 3 clusters Score -143548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -143549.843750 Penalty: 2433.513428
	Iteration 16Q: 3 clusters Score -143549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -143552.125000 Penalty: 2433.513428
	Iteration 17Q: 3 clusters Score -143552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -143552.953125 Penalty: 2433.513428
	Iteration 18Q: 3 clusters Score -143553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -143552.953125 Penalty: 2433.513428
	Iteration 19F: 3 clusters Score -143553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -125157.500000 Penalty: 1190.443726
	Iteration 0F: 2 clusters Score -125157.5 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 789 members 
Entering Unmasked Estep 
Score: -123411.710938 Penalty: 2380.887451
	Iteration 0F: 3 clusters Score -123411.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -123939.773438 Penalty: 2380.887451
	Iteration 1F: 3 clusters Score -123939.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -124182.195312 Penalty: 2380.887451
	Iteration 2F: 3 clusters Score -124182.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -124337.585938 Penalty: 2380.887451
	Iteration 3F: 3 clusters Score -124337.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -124406.429688 Penalty: 2380.887451
	Iteration 4Q: 3 clusters Score -124406.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -124451.156250 Penalty: 2380.887451
	Iteration 5Q: 3 clusters Score -124451.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -124482.882812 Penalty: 2380.887451
	Iteration 6Q: 3 clusters Score -124482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -124505.984375 Penalty: 2380.887451
	Iteration 7Q: 3 clusters Score -124506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -124518.171875 Penalty: 2380.887451
	Iteration 8Q: 3 clusters Score -124518.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -124532.835938 Penalty: 2380.887451
	Iteration 9Q: 3 clusters Score -124532.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -124546.953125 Penalty: 2380.887451
	Iteration 10Q: 3 clusters Score -124547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -124556.031250 Penalty: 2380.887451
	Iteration 11Q: 3 clusters Score -124556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -124567.726562 Penalty: 2380.887451
	Iteration 12Q: 3 clusters Score -124567.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -124573.617188 Penalty: 2380.887451
	Iteration 13Q: 3 clusters Score -124573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -124577.054688 Penalty: 2380.887451
	Iteration 14Q: 3 clusters Score -124577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -124578.218750 Penalty: 2380.887451
	Iteration 15Q: 3 clusters Score -124578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -124579.976562 Penalty: 2380.887451
	Iteration 16Q: 3 clusters Score -124580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -124580.218750 Penalty: 2380.887451
	Iteration 17Q: 3 clusters Score -124580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -124580.218750 Penalty: 2380.887451
	Iteration 18F: 3 clusters Score -124580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -398609.187500 Penalty: 1361.786865
	Iteration 0F: 2 clusters Score -398609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -395071.000000 Penalty: 2723.573730
	Iteration 0F: 3 clusters Score -395071 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -395999.718750 Penalty: 2723.573730
	Iteration 1F: 3 clusters Score -395999.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -396144.250000 Penalty: 2723.573730
	Iteration 2F: 3 clusters Score -396144.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -396235.812500 Penalty: 2723.573730
	Iteration 3Q: 3 clusters Score -396235.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -396292.531250 Penalty: 2723.573730
	Iteration 4Q: 3 clusters Score -396292.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -396341.218750 Penalty: 2723.573730
	Iteration 5Q: 3 clusters Score -396341.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -396397.812500 Penalty: 2723.573730
	Iteration 6Q: 3 clusters Score -396397.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -396474.906250 Penalty: 2723.573730
	Iteration 7Q: 3 clusters Score -396474.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -396545.843750 Penalty: 2723.573730
	Iteration 8Q: 3 clusters Score -396545.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -396615.500000 Penalty: 2723.573730
	Iteration 9Q: 3 clusters Score -396615.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -396676.562500 Penalty: 2723.573730
	Iteration 10Q: 3 clusters Score -396676.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -396744.031250 Penalty: 2723.573730
	Iteration 11Q: 3 clusters Score -396744 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -396818.656250 Penalty: 2723.573730
	Iteration 12Q: 3 clusters Score -396818.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -396883.781250 Penalty: 2723.573730
	Iteration 13Q: 3 clusters Score -396883.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -396924.906250 Penalty: 2723.573730
	Iteration 14Q: 3 clusters Score -396924.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -396965.343750 Penalty: 2723.573730
	Iteration 15Q: 3 clusters Score -396965.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -396994.843750 Penalty: 2723.573730
	Iteration 16Q: 3 clusters Score -396994.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -397031.062500 Penalty: 2723.573730
	Iteration 17Q: 3 clusters Score -397031.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -397068.250000 Penalty: 2723.573730
	Iteration 18Q: 3 clusters Score -397068.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -397103.406250 Penalty: 2723.573730
	Iteration 19Q: 3 clusters Score -397103.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -397133.218750 Penalty: 2723.573730
	Iteration 20F: 3 clusters Score -397133.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -397153.250000 Penalty: 2723.573730
	Iteration 21Q: 3 clusters Score -397153.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -397167.218750 Penalty: 2723.573730
	Iteration 22Q: 3 clusters Score -397167.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -397176.281250 Penalty: 2723.573730
	Iteration 23Q: 3 clusters Score -397176.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -397185.468750 Penalty: 2723.573730
	Iteration 24Q: 3 clusters Score -397185.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -397198.281250 Penalty: 2723.573730
	Iteration 25Q: 3 clusters Score -397198.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -397208.812500 Penalty: 2723.573730
	Iteration 26Q: 3 clusters Score -397208.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -397217.718750 Penalty: 2723.573730
	Iteration 27Q: 3 clusters Score -397217.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -397228.531250 Penalty: 2723.573730
	Iteration 28Q: 3 clusters Score -397228.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -397239.281250 Penalty: 2723.573730
	Iteration 29Q: 3 clusters Score -397239.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -397250.406250 Penalty: 2723.573730
	Iteration 30Q: 3 clusters Score -397250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -397258.531250 Penalty: 2723.573730
	Iteration 31Q: 3 clusters Score -397258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -397264.031250 Penalty: 2723.573730
	Iteration 32Q: 3 clusters Score -397264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -397269.625000 Penalty: 2723.573730
	Iteration 33Q: 3 clusters Score -397269.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -397272.250000 Penalty: 2723.573730
	Iteration 34Q: 3 clusters Score -397272.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -397275.343750 Penalty: 2723.573730
	Iteration 35Q: 3 clusters Score -397275.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -397279.937500 Penalty: 2723.573730
	Iteration 36Q: 3 clusters Score -397279.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -397282.468750 Penalty: 2723.573730
	Iteration 37Q: 3 clusters Score -397282.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -397285.187500 Penalty: 2723.573730
	Iteration 38Q: 3 clusters Score -397285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -397288.031250 Penalty: 2723.573730
	Iteration 39Q: 3 clusters Score -397288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -397289.843750 Penalty: 2723.573730
	Iteration 40F: 3 clusters Score -397289.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -397292.781250 Penalty: 2723.573730
	Iteration 41Q: 3 clusters Score -397292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -397295.718750 Penalty: 2723.573730
	Iteration 42Q: 3 clusters Score -397295.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -397298.937500 Penalty: 2723.573730
	Iteration 43Q: 3 clusters Score -397298.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -397303.281250 Penalty: 2723.573730
	Iteration 44Q: 3 clusters Score -397303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -397304.843750 Penalty: 2723.573730
	Iteration 45Q: 3 clusters Score -397304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -397307.156250 Penalty: 2723.573730
	Iteration 46Q: 3 clusters Score -397307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -397309.906250 Penalty: 2723.573730
	Iteration 47Q: 3 clusters Score -397309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -397311.218750 Penalty: 2723.573730
	Iteration 48Q: 3 clusters Score -397311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -397315.406250 Penalty: 2723.573730
	Iteration 49Q: 3 clusters Score -397315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -397316.625000 Penalty: 2723.573730
	Iteration 50Q: 3 clusters Score -397316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -397318.750000 Penalty: 2723.573730
	Iteration 51Q: 3 clusters Score -397318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -397319.625000 Penalty: 2723.573730
	Iteration 52Q: 3 clusters Score -397319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -397320.000000 Penalty: 2723.573730
	Iteration 53Q: 3 clusters Score -397320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -397320.687500 Penalty: 2723.573730
	Iteration 54Q: 3 clusters Score -397320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -397322.812500 Penalty: 2723.573730
	Iteration 55Q: 3 clusters Score -397322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -397324.000000 Penalty: 2723.573730
	Iteration 56Q: 3 clusters Score -397324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -397324.375000 Penalty: 2723.573730
	Iteration 57Q: 3 clusters Score -397324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -397324.437500 Penalty: 2723.573730
	Iteration 58Q: 3 clusters Score -397324.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -397324.437500 Penalty: 2723.573730
	Iteration 59F: 3 clusters Score -397324.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -369780.093750 Penalty: 1344.334229
	Iteration 0F: 2 clusters Score -369780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -366491.968750 Penalty: 2688.668457
	Iteration 0F: 3 clusters Score -366492 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -367359.312500 Penalty: 2688.668457
	Iteration 1F: 3 clusters Score -367359.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -367532.656250 Penalty: 2688.668457
	Iteration 2F: 3 clusters Score -367532.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -367672.093750 Penalty: 2688.668457
	Iteration 3F: 3 clusters Score -367672.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -367791.593750 Penalty: 2688.668457
	Iteration 4F: 3 clusters Score -367791.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -367901.968750 Penalty: 2688.668457
	Iteration 5Q: 3 clusters Score -367902 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -368019.343750 Penalty: 2688.668457
	Iteration 6Q: 3 clusters Score -368019.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -368123.406250 Penalty: 2688.668457
	Iteration 7Q: 3 clusters Score -368123.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -368217.406250 Penalty: 2688.668457
	Iteration 8Q: 3 clusters Score -368217.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -368300.000000 Penalty: 2688.668457
	Iteration 9Q: 3 clusters Score -368300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -368367.843750 Penalty: 2688.668457
	Iteration 10Q: 3 clusters Score -368367.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -368442.968750 Penalty: 2688.668457
	Iteration 11Q: 3 clusters Score -368443 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -368515.281250 Penalty: 2688.668457
	Iteration 12Q: 3 clusters Score -368515.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -368587.468750 Penalty: 2688.668457
	Iteration 13Q: 3 clusters Score -368587.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -368677.343750 Penalty: 2688.668457
	Iteration 14Q: 3 clusters Score -368677.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -368784.562500 Penalty: 2688.668457
	Iteration 15Q: 3 clusters Score -368784.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -368883.531250 Penalty: 2688.668457
	Iteration 16Q: 3 clusters Score -368883.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -368954.593750 Penalty: 2688.668457
	Iteration 17Q: 3 clusters Score -368954.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -369005.437500 Penalty: 2688.668457
	Iteration 18Q: 3 clusters Score -369005.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -369027.718750 Penalty: 2688.668457
	Iteration 19Q: 3 clusters Score -369027.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -369041.656250 Penalty: 2688.668457
	Iteration 20F: 3 clusters Score -369041.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -369051.781250 Penalty: 2688.668457
	Iteration 21Q: 3 clusters Score -369051.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -369061.562500 Penalty: 2688.668457
	Iteration 22Q: 3 clusters Score -369061.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -369067.656250 Penalty: 2688.668457
	Iteration 23Q: 3 clusters Score -369067.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -369071.906250 Penalty: 2688.668457
	Iteration 24Q: 3 clusters Score -369071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -369075.281250 Penalty: 2688.668457
	Iteration 25Q: 3 clusters Score -369075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -369077.718750 Penalty: 2688.668457
	Iteration 26Q: 3 clusters Score -369077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -369078.781250 Penalty: 2688.668457
	Iteration 27Q: 3 clusters Score -369078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -369078.843750 Penalty: 2688.668457
	Iteration 28Q: 3 clusters Score -369078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -369079.218750 Penalty: 2688.668457
	Iteration 29Q: 3 clusters Score -369079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -369080.937500 Penalty: 2688.668457
	Iteration 30Q: 3 clusters Score -369080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -369081.187500 Penalty: 2688.668457
	Iteration 31Q: 3 clusters Score -369081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -369081.187500 Penalty: 2688.668457
	Iteration 32F: 3 clusters Score -369081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 24184 members 
Mstep: Class 3 contains 40008 members 
Mstep: Class 4 contains 31282 members 
Mstep: Class 5 contains 38273 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38683 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 38613 members 
Mstep: Class 15 contains 23359 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39287 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27280 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 21579 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22154 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5705 members 
Mstep: Class 31 contains 9855 members 
Mstep: Class 32 contains 21434 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5308 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26723 members 
Mstep: Class 42 contains 4875 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1519 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777388.000000 Penalty: 100859.070312
Iteration 239Q: 48 clusters Score -4.977739e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 24175 members 
Mstep: Class 3 contains 40011 members 
Mstep: Class 4 contains 28937 members 
Mstep: Class 5 contains 38275 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38691 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 40932 members 
Mstep: Class 15 contains 23330 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 39291 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27200 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2993 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 21580 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22189 members 
Mstep: Class 29 contains 7673 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9852 members 
Mstep: Class 32 contains 21451 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5307 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26821 members 
Mstep: Class 42 contains 4877 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775060.000000 Penalty: 100859.070312
Iteration 240F: 48 clusters Score -4.977506e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 24198 members 
Mstep: Class 3 contains 40006 members 
Mstep: Class 4 contains 26577 members 
Mstep: Class 5 contains 38276 members 
Mstep: Class 6 contains 15760 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38695 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 42984 members 
Mstep: Class 15 contains 23446 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 39309 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27184 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2993 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 21583 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22233 members 
Mstep: Class 29 contains 7670 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9851 members 
Mstep: Class 32 contains 21464 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5306 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26954 members 
Mstep: Class 42 contains 4881 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1782 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772508.000000 Penalty: 100859.070312
Iteration 241Q: 48 clusters Score -4.977251e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 24229 members 
Mstep: Class 3 contains 40009 members 
Mstep: Class 4 contains 24922 members 
Mstep: Class 5 contains 38282 members 
Mstep: Class 6 contains 15763 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38699 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 44175 members 
Mstep: Class 15 contains 23687 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 39307 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27228 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 2780 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2996 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22265 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9850 members 
Mstep: Class 32 contains 21473 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5306 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27064 members 
Mstep: Class 42 contains 4884 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1782 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771860.000000 Penalty: 100859.070312
Iteration 242Q: 48 clusters Score -4.977186e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 24274 members 
Mstep: Class 3 contains 40004 members 
Mstep: Class 4 contains 24320 members 
Mstep: Class 5 contains 38285 members 
Mstep: Class 6 contains 15763 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38701 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 44334 members 
Mstep: Class 15 contains 23949 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 39304 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27280 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22272 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9850 members 
Mstep: Class 32 contains 21487 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5306 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27141 members 
Mstep: Class 42 contains 4884 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1782 members 
Mstep: Class 45 contains 1515 members 
Mstep: Class 46 contains 4359 members 
Mstep: Class 47 contains 3919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771564.000000 Penalty: 100859.070312
Iteration 243Q: 48 clusters Score -4.977156e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 24329 members 
Mstep: Class 3 contains 40001 members 
Mstep: Class 4 contains 24322 members 
Mstep: Class 5 contains 38286 members 
Mstep: Class 6 contains 15764 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38711 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 43924 members 
Mstep: Class 15 contains 24168 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39306 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27333 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 3001 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22264 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9849 members 
Mstep: Class 32 contains 21500 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5305 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27215 members 
Mstep: Class 42 contains 4886 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1783 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771712.000000 Penalty: 100859.070312
Iteration 244Q: 48 clusters Score -4.977171e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 24368 members 
Mstep: Class 3 contains 40003 members 
Mstep: Class 4 contains 24732 members 
Mstep: Class 5 contains 38283 members 
Mstep: Class 6 contains 15764 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38706 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 43207 members 
Mstep: Class 15 contains 24358 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39312 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27349 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 3004 members 
Mstep: Class 25 contains 6693 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22259 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9848 members 
Mstep: Class 32 contains 21513 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5303 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 4886 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1783 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772088.000000 Penalty: 100859.070312
Iteration 245Q: 48 clusters Score -4.977209e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 24395 members 
Mstep: Class 3 contains 40000 members 
Mstep: Class 4 contains 25402 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 15762 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38701 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 42317 members 
Mstep: Class 15 contains 24497 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39310 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27373 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 3000 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22253 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 9848 members 
Mstep: Class 32 contains 21521 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5302 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27329 members 
Mstep: Class 42 contains 4886 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1783 members 
Mstep: Class 45 contains 1516 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772592.000000 Penalty: 100859.070312
Iteration 246Q: 48 clusters Score -4.977259e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 24409 members 
Mstep: Class 3 contains 39998 members 
Mstep: Class 4 contains 26276 members 
Mstep: Class 5 contains 38272 members 
Mstep: Class 6 contains 15761 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38695 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 41269 members 
Mstep: Class 15 contains 24595 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 39312 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27385 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 6688 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22249 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9848 members 
Mstep: Class 32 contains 21533 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5302 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27394 members 
Mstep: Class 42 contains 4885 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773548.000000 Penalty: 100859.070312
Iteration 247Q: 48 clusters Score -4.977355e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 24403 members 
Mstep: Class 3 contains 39997 members 
Mstep: Class 4 contains 27289 members 
Mstep: Class 5 contains 38269 members 
Mstep: Class 6 contains 15762 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38697 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 40244 members 
Mstep: Class 15 contains 24624 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39306 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27401 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2768 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2997 members 
Mstep: Class 25 contains 6685 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22219 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9846 members 
Mstep: Class 32 contains 21537 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5303 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27403 members 
Mstep: Class 42 contains 4885 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1519 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773920.000000 Penalty: 100859.070312
Iteration 248Q: 48 clusters Score -4.977392e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 39992 members 
Mstep: Class 4 contains 28377 members 
Mstep: Class 5 contains 38269 members 
Mstep: Class 6 contains 15761 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38697 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 39233 members 
Mstep: Class 15 contains 24625 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39293 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27389 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2771 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2997 members 
Mstep: Class 25 contains 6681 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22212 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9843 members 
Mstep: Class 32 contains 21540 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5302 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27390 members 
Mstep: Class 42 contains 4885 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774680.000000 Penalty: 100859.070312
Iteration 249Q: 48 clusters Score -4.977468e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 24341 members 
Mstep: Class 3 contains 39995 members 
Mstep: Class 4 contains 29545 members 
Mstep: Class 5 contains 38269 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38697 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 38216 members 
Mstep: Class 15 contains 24585 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 39286 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27385 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2773 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22182 members 
Mstep: Class 29 contains 7670 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9840 members 
Mstep: Class 32 contains 21543 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5304 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27355 members 
Mstep: Class 42 contains 4885 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775108.000000 Penalty: 100859.070312
Iteration 250Q: 48 clusters Score -4.977511e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 24295 members 
Mstep: Class 3 contains 39994 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 38268 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38697 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 37271 members 
Mstep: Class 15 contains 24541 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39287 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27391 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22146 members 
Mstep: Class 29 contains 7671 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9839 members 
Mstep: Class 32 contains 21548 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5308 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27280 members 
Mstep: Class 42 contains 4886 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775796.000000 Penalty: 100859.070312
Iteration 251Q: 48 clusters Score -4.97758e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 39990 members 
Mstep: Class 4 contains 31807 members 
Mstep: Class 5 contains 38269 members 
Mstep: Class 6 contains 15760 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38701 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 36371 members 
Mstep: Class 15 contains 24482 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39269 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27378 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22127 members 
Mstep: Class 29 contains 7670 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9838 members 
Mstep: Class 32 contains 21553 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5311 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27210 members 
Mstep: Class 42 contains 4888 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776020.000000 Penalty: 100859.070312
Iteration 252Q: 48 clusters Score -4.977602e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 39987 members 
Mstep: Class 4 contains 32876 members 
Mstep: Class 5 contains 38270 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38700 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 35530 members 
Mstep: Class 15 contains 24412 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39269 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27336 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2783 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22108 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21555 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5311 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27136 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776392.000000 Penalty: 100859.070312
Iteration 253Q: 48 clusters Score -4.977639e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 24189 members 
Mstep: Class 3 contains 39986 members 
Mstep: Class 4 contains 33835 members 
Mstep: Class 5 contains 38272 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38703 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 34782 members 
Mstep: Class 15 contains 24310 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39270 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27290 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2787 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22105 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21558 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5312 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27091 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776868.000000 Penalty: 100859.070312
Iteration 254Q: 48 clusters Score -4.977687e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 24159 members 
Mstep: Class 3 contains 39987 members 
Mstep: Class 4 contains 34718 members 
Mstep: Class 5 contains 38272 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38705 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 34118 members 
Mstep: Class 15 contains 24196 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39274 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27232 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 6676 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22116 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21558 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27046 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777496.000000 Penalty: 100859.070312
Iteration 255Q: 48 clusters Score -4.97775e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 39983 members 
Mstep: Class 4 contains 35866 members 
Mstep: Class 5 contains 38271 members 
Mstep: Class 6 contains 15760 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38706 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 33235 members 
Mstep: Class 15 contains 24071 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39288 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27150 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 6676 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22147 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21558 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5314 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26996 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777816.000000 Penalty: 100859.070312
Iteration 256Q: 48 clusters Score -4.977782e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 24063 members 
Mstep: Class 3 contains 39983 members 
Mstep: Class 4 contains 37543 members 
Mstep: Class 5 contains 38270 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38709 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 31762 members 
Mstep: Class 15 contains 23952 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39290 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27042 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6676 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22205 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21560 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5316 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 26998 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777808.000000 Penalty: 100859.070312
Iteration 257Q: 48 clusters Score -4.977781e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 24028 members 
Mstep: Class 3 contains 39983 members 
Mstep: Class 4 contains 39717 members 
Mstep: Class 5 contains 38271 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38717 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 29579 members 
Mstep: Class 15 contains 23872 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 39302 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 26917 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2791 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 6677 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22283 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21562 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5318 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27153 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776308.000000 Penalty: 100859.070312
Iteration 258Q: 48 clusters Score -4.977631e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 24022 members 
Mstep: Class 3 contains 39985 members 
Mstep: Class 4 contains 41851 members 
Mstep: Class 5 contains 38269 members 
Mstep: Class 6 contains 15761 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38725 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 27048 members 
Mstep: Class 15 contains 23910 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39309 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 26849 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2788 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22393 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21563 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5318 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27456 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773476.000000 Penalty: 100859.070312
Iteration 259Q: 48 clusters Score -4.977348e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 24007 members 
Mstep: Class 3 contains 39983 members 
Mstep: Class 4 contains 43234 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 15761 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38728 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 25031 members 
Mstep: Class 15 contains 24162 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39311 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 26866 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2780 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22474 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21559 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5318 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27749 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771748.000000 Penalty: 100859.070312
Iteration 260F: 48 clusters Score -4.977175e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 23991 members 
Mstep: Class 3 contains 39986 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 38257 members 
Mstep: Class 6 contains 15761 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38719 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18077 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 23865 members 
Mstep: Class 15 contains 24471 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39314 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 26983 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22500 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21553 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5318 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27966 members 
Mstep: Class 42 contains 4893 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771176.000000 Penalty: 100859.070312
Iteration 261Q: 48 clusters Score -4.977118e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 23969 members 
Mstep: Class 3 contains 39978 members 
Mstep: Class 4 contains 43654 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38717 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18076 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 23484 members 
Mstep: Class 15 contains 24752 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39298 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27128 members 
Mstep: Class 21 contains 9971 members 
Mstep: Class 22 contains 2774 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6721 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22499 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21546 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 5318 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 28074 members 
Mstep: Class 42 contains 4893 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1784 members 
Mstep: Class 45 contains 1520 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771140.000000 Penalty: 100859.070312
Iteration 262Q: 48 clusters Score -4.977114e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 39977 members 
Mstep: Class 4 contains 43206 members 
Mstep: Class 5 contains 38254 members 
Mstep: Class 6 contains 15754 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38714 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 23605 members 
Mstep: Class 15 contains 24923 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39303 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27243 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 2780 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 2996 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 21583 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22475 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21546 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5317 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 28127 members 
Mstep: Class 42 contains 4893 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 4360 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771316.000000 Penalty: 100859.070312
Iteration 263Q: 48 clusters Score -4.977132e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 23946 members 
Mstep: Class 3 contains 39970 members 
Mstep: Class 4 contains 42643 members 
Mstep: Class 5 contains 38252 members 
Mstep: Class 6 contains 15753 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38705 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 24049 members 
Mstep: Class 15 contains 25018 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39289 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 27315 members 
Mstep: Class 21 contains 9969 members 
Mstep: Class 22 contains 2786 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 3001 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22460 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21545 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 28148 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49771900.000000 Penalty: 100859.070312
Iteration 264Q: 48 clusters Score -4.97719e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 23910 members 
Mstep: Class 3 contains 39964 members 
Mstep: Class 4 contains 41892 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38696 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 24791 members 
Mstep: Class 15 contains 25053 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39297 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27355 members 
Mstep: Class 21 contains 9969 members 
Mstep: Class 22 contains 2792 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 2999 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21544 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5311 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 28144 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772188.000000 Penalty: 100859.070312
Iteration 265Q: 48 clusters Score -4.977219e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 23885 members 
Mstep: Class 3 contains 39960 members 
Mstep: Class 4 contains 41031 members 
Mstep: Class 5 contains 38256 members 
Mstep: Class 6 contains 15744 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38696 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 25689 members 
Mstep: Class 15 contains 25036 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39291 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27389 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 3001 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22437 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 21546 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 28133 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49772892.000000 Penalty: 100859.070312
Iteration 266Q: 48 clusters Score -4.977289e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 23865 members 
Mstep: Class 3 contains 39959 members 
Mstep: Class 4 contains 40150 members 
Mstep: Class 5 contains 38257 members 
Mstep: Class 6 contains 15740 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38698 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 26700 members 
Mstep: Class 15 contains 24961 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39288 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27403 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 2997 members 
Mstep: Class 25 contains 6731 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22421 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 21546 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5314 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 28106 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773728.000000 Penalty: 100859.070312
Iteration 267Q: 48 clusters Score -4.977373e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23825 members 
Mstep: Class 3 contains 39958 members 
Mstep: Class 4 contains 39246 members 
Mstep: Class 5 contains 38257 members 
Mstep: Class 6 contains 15739 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38699 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 27806 members 
Mstep: Class 15 contains 24850 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39292 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27396 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 6734 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22401 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 21545 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5315 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 28078 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49774428.000000 Penalty: 100859.070312
Iteration 268Q: 48 clusters Score -4.977443e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23801 members 
Mstep: Class 3 contains 39960 members 
Mstep: Class 4 contains 38369 members 
Mstep: Class 5 contains 38254 members 
Mstep: Class 6 contains 15737 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38705 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 28964 members 
Mstep: Class 15 contains 24680 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 39305 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27360 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 2791 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 2999 members 
Mstep: Class 25 contains 6744 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22375 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 21546 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 28023 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1522 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775024.000000 Penalty: 100859.070312
Iteration 269Q: 48 clusters Score -4.977502e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23765 members 
Mstep: Class 3 contains 39959 members 
Mstep: Class 4 contains 37474 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 15736 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38704 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 30166 members 
Mstep: Class 15 contains 24499 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 39309 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27329 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 2995 members 
Mstep: Class 25 contains 6749 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22372 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 21546 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27959 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1522 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49775484.000000 Penalty: 100859.070312
Iteration 270Q: 48 clusters Score -4.977548e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23734 members 
Mstep: Class 3 contains 39964 members 
Mstep: Class 4 contains 36618 members 
Mstep: Class 5 contains 38258 members 
Mstep: Class 6 contains 15736 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38705 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 31315 members 
Mstep: Class 15 contains 24349 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 39309 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27278 members 
Mstep: Class 21 contains 9971 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 6748 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22371 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 21544 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27887 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1522 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776248.000000 Penalty: 100859.070312
Iteration 271Q: 48 clusters Score -4.977625e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 23723 members 
Mstep: Class 3 contains 39964 members 
Mstep: Class 4 contains 35968 members 
Mstep: Class 5 contains 38258 members 
Mstep: Class 6 contains 15737 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38713 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 32305 members 
Mstep: Class 15 contains 24166 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 39309 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27204 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6743 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22369 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 21545 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27803 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1522 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776668.000000 Penalty: 100859.070312
Iteration 272Q: 48 clusters Score -4.977667e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 23724 members 
Mstep: Class 3 contains 39963 members 
Mstep: Class 4 contains 35364 members 
Mstep: Class 5 contains 38258 members 
Mstep: Class 6 contains 15734 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38718 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 33165 members 
Mstep: Class 15 contains 23996 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 39318 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27147 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2810 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6745 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22385 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 21545 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5328 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27735 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1522 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49776940.000000 Penalty: 100859.070312
Iteration 273Q: 48 clusters Score -4.977694e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 23721 members 
Mstep: Class 3 contains 39961 members 
Mstep: Class 4 contains 34887 members 
Mstep: Class 5 contains 38260 members 
Mstep: Class 6 contains 15736 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38731 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 33848 members 
Mstep: Class 15 contains 23861 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 39335 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27094 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2816 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 2993 members 
Mstep: Class 25 contains 6745 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22394 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 21543 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5330 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27670 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777252.000000 Penalty: 100859.070312
Iteration 274Q: 48 clusters Score -4.977725e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 23711 members 
Mstep: Class 3 contains 39960 members 
Mstep: Class 4 contains 34532 members 
Mstep: Class 5 contains 38260 members 
Mstep: Class 6 contains 15735 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38737 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 34425 members 
Mstep: Class 15 contains 23725 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 39348 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27049 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 6747 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22400 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 21547 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5331 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27611 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1786 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49777780.000000 Penalty: 100859.070312
Iteration 275Q: 48 clusters Score -4.977778e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 23688 members 
Mstep: Class 3 contains 39964 members 
Mstep: Class 4 contains 34097 members 
Mstep: Class 5 contains 38262 members 
Mstep: Class 6 contains 15738 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38734 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 35078 members 
Mstep: Class 15 contains 23590 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 39364 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 27003 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 6743 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22406 members 
Mstep: Class 29 contains 7667 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 21550 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5331 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27568 members 
Mstep: Class 42 contains 4891 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778384.000000 Penalty: 100859.070312
Iteration 276Q: 48 clusters Score -4.977838e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 23646 members 
Mstep: Class 3 contains 39963 members 
Mstep: Class 4 contains 33418 members 
Mstep: Class 5 contains 38262 members 
Mstep: Class 6 contains 15738 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38734 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 35987 members 
Mstep: Class 15 contains 23451 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 39370 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 26947 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2826 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 2984 members 
Mstep: Class 25 contains 6738 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22416 members 
Mstep: Class 29 contains 7667 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 21554 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5332 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27553 members 
Mstep: Class 42 contains 4891 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778952.000000 Penalty: 100859.070312
Iteration 277Q: 48 clusters Score -4.977895e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 23598 members 
Mstep: Class 3 contains 39967 members 
Mstep: Class 4 contains 32262 members 
Mstep: Class 5 contains 38264 members 
Mstep: Class 6 contains 15737 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38738 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 37346 members 
Mstep: Class 15 contains 23290 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 39381 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 26901 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22414 members 
Mstep: Class 29 contains 7667 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 21559 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5332 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27587 members 
Mstep: Class 42 contains 4891 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49778188.000000 Penalty: 100859.070312
Iteration 278Q: 48 clusters Score -4.977819e+07 nChanged 3195
Entering ConstructFrom: 
Score: -49778188.000000 Penalty: 100859.070312
Entering ConstructFrom: 
Trying to split cluster 1 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -667160.062500 Penalty: 1442.733154
	Iteration 0F: 2 clusters Score -667160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -661851.062500 Penalty: 2885.466309
	Iteration 0F: 3 clusters Score -661851.1 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -663462.187500 Penalty: 2885.466309
	Iteration 1F: 3 clusters Score -663462.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -663783.062500 Penalty: 2885.466309
	Iteration 2F: 3 clusters Score -663783.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -664092.000000 Penalty: 2885.466309
	Iteration 3F: 3 clusters Score -664092 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -664452.437500 Penalty: 2885.466309
	Iteration 4F: 3 clusters Score -664452.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -664807.812500 Penalty: 2885.466309
	Iteration 5F: 3 clusters Score -664807.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -665145.937500 Penalty: 2885.466309
	Iteration 6F: 3 clusters Score -665145.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -665397.062500 Penalty: 2885.466309
	Iteration 7Q: 3 clusters Score -665397.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -665630.125000 Penalty: 2885.466309
	Iteration 8Q: 3 clusters Score -665630.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -665841.250000 Penalty: 2885.466309
	Iteration 9Q: 3 clusters Score -665841.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -666006.187500 Penalty: 2885.466309
	Iteration 10Q: 3 clusters Score -666006.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -666141.750000 Penalty: 2885.466309
	Iteration 11Q: 3 clusters Score -666141.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -666259.812500 Penalty: 2885.466309
	Iteration 12Q: 3 clusters Score -666259.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -666326.875000 Penalty: 2885.466309
	Iteration 13Q: 3 clusters Score -666326.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -666359.687500 Penalty: 2885.466309
	Iteration 14Q: 3 clusters Score -666359.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -666381.062500 Penalty: 2885.466309
	Iteration 15Q: 3 clusters Score -666381.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -666396.437500 Penalty: 2885.466309
	Iteration 16Q: 3 clusters Score -666396.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -666406.187500 Penalty: 2885.466309
	Iteration 17Q: 3 clusters Score -666406.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -666412.312500 Penalty: 2885.466309
	Iteration 18Q: 3 clusters Score -666412.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -666417.562500 Penalty: 2885.466309
	Iteration 19Q: 3 clusters Score -666417.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -666420.000000 Penalty: 2885.466309
	Iteration 20F: 3 clusters Score -666420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -666421.937500 Penalty: 2885.466309
	Iteration 21Q: 3 clusters Score -666421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -666421.750000 Penalty: 2885.466309
	Iteration 22Q: 3 clusters Score -666421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -666423.000000 Penalty: 2885.466309
	Iteration 23Q: 3 clusters Score -666423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -666424.500000 Penalty: 2885.466309
	Iteration 24Q: 3 clusters Score -666424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -666424.562500 Penalty: 2885.466309
	Iteration 25Q: 3 clusters Score -666424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -666424.562500 Penalty: 2885.466309
	Iteration 26F: 3 clusters Score -666424.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2215673.500000 Penalty: 1635.861206
	Iteration 0F: 2 clusters Score -2215674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2199753.500000 Penalty: 3271.722412
	Iteration 0F: 3 clusters Score -2199754 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2205920.000000 Penalty: 3271.722412
	Iteration 1F: 3 clusters Score -2205920 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2206631.500000 Penalty: 3271.722412
	Iteration 2F: 3 clusters Score -2206632 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2207616.750000 Penalty: 3271.722412
	Iteration 3F: 3 clusters Score -2207617 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2208852.750000 Penalty: 3271.722412
	Iteration 4F: 3 clusters Score -2208853 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2210146.250000 Penalty: 3271.722412
	Iteration 5F: 3 clusters Score -2210146 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2211319.750000 Penalty: 3271.722412
	Iteration 6F: 3 clusters Score -2211320 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2212229.750000 Penalty: 3271.722412
	Iteration 7Q: 3 clusters Score -2212230 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2212934.750000 Penalty: 3271.722412
	Iteration 8Q: 3 clusters Score -2212935 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2213399.750000 Penalty: 3271.722412
	Iteration 9Q: 3 clusters Score -2213400 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2213681.750000 Penalty: 3271.722412
	Iteration 10Q: 3 clusters Score -2213682 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2213871.500000 Penalty: 3271.722412
	Iteration 11Q: 3 clusters Score -2213872 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2213951.750000 Penalty: 3271.722412
	Iteration 12Q: 3 clusters Score -2213952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2214016.500000 Penalty: 3271.722412
	Iteration 13Q: 3 clusters Score -2214016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2214061.250000 Penalty: 3271.722412
	Iteration 14Q: 3 clusters Score -2214061 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2214085.250000 Penalty: 3271.722412
	Iteration 15Q: 3 clusters Score -2214085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2214120.000000 Penalty: 3271.722412
	Iteration 16Q: 3 clusters Score -2214120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2214135.500000 Penalty: 3271.722412
	Iteration 17Q: 3 clusters Score -2214136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2214154.000000 Penalty: 3271.722412
	Iteration 18Q: 3 clusters Score -2214154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2214165.500000 Penalty: 3271.722412
	Iteration 19Q: 3 clusters Score -2214166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2214173.250000 Penalty: 3271.722412
	Iteration 20F: 3 clusters Score -2214173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2214180.250000 Penalty: 3271.722412
	Iteration 21Q: 3 clusters Score -2214180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2214185.500000 Penalty: 3271.722412
	Iteration 22Q: 3 clusters Score -2214186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2214190.750000 Penalty: 3271.722412
	Iteration 23Q: 3 clusters Score -2214191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2214200.250000 Penalty: 3271.722412
	Iteration 24Q: 3 clusters Score -2214200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2214204.000000 Penalty: 3271.722412
	Iteration 25Q: 3 clusters Score -2214204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2214204.250000 Penalty: 3271.722412
	Iteration 26Q: 3 clusters Score -2214204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2214212.000000 Penalty: 3271.722412
	Iteration 27Q: 3 clusters Score -2214212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2214217.750000 Penalty: 3271.722412
	Iteration 28Q: 3 clusters Score -2214218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2214220.500000 Penalty: 3271.722412
	Iteration 29Q: 3 clusters Score -2214220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2214230.000000 Penalty: 3271.722412
	Iteration 30Q: 3 clusters Score -2214230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2214237.000000 Penalty: 3271.722412
	Iteration 31Q: 3 clusters Score -2214237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2214244.000000 Penalty: 3271.722412
	Iteration 32Q: 3 clusters Score -2214244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2214245.750000 Penalty: 3271.722412
	Iteration 33Q: 3 clusters Score -2214246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2214248.500000 Penalty: 3271.722412
	Iteration 34Q: 3 clusters Score -2214248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2214250.250000 Penalty: 3271.722412
	Iteration 35Q: 3 clusters Score -2214250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2214252.250000 Penalty: 3271.722412
	Iteration 36Q: 3 clusters Score -2214252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2214253.750000 Penalty: 3271.722412
	Iteration 37Q: 3 clusters Score -2214254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2214256.500000 Penalty: 3271.722412
	Iteration 38Q: 3 clusters Score -2214256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2214255.500000 Penalty: 3271.722412
	Iteration 39Q: 3 clusters Score -2214256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2214257.750000 Penalty: 3271.722412
	Iteration 40F: 3 clusters Score -2214258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2214259.500000 Penalty: 3271.722412
	Iteration 41Q: 3 clusters Score -2214260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2214260.000000 Penalty: 3271.722412
	Iteration 42Q: 3 clusters Score -2214260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2214264.250000 Penalty: 3271.722412
	Iteration 43Q: 3 clusters Score -2214264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2214265.000000 Penalty: 3271.722412
	Iteration 44Q: 3 clusters Score -2214265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2214264.500000 Penalty: 3271.722412
	Iteration 45Q: 3 clusters Score -2214264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2214264.500000 Penalty: 3271.722412
	Iteration 46Q: 3 clusters Score -2214264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2214266.000000 Penalty: 3271.722412
	Iteration 47Q: 3 clusters Score -2214266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2214269.500000 Penalty: 3271.722412
	Iteration 48Q: 3 clusters Score -2214270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2214270.250000 Penalty: 3271.722412
	Iteration 49Q: 3 clusters Score -2214270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2214273.500000 Penalty: 3271.722412
	Iteration 50Q: 3 clusters Score -2214274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2214276.000000 Penalty: 3271.722412
	Iteration 51Q: 3 clusters Score -2214276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2214281.250000 Penalty: 3271.722412
	Iteration 52Q: 3 clusters Score -2214281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2214287.750000 Penalty: 3271.722412
	Iteration 53Q: 3 clusters Score -2214288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2214291.500000 Penalty: 3271.722412
	Iteration 54Q: 3 clusters Score -2214292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2214296.000000 Penalty: 3271.722412
	Iteration 55Q: 3 clusters Score -2214296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2214299.750000 Penalty: 3271.722412
	Iteration 56Q: 3 clusters Score -2214300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2214301.250000 Penalty: 3271.722412
	Iteration 57Q: 3 clusters Score -2214301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2214302.750000 Penalty: 3271.722412
	Iteration 58Q: 3 clusters Score -2214303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2214303.250000 Penalty: 3271.722412
	Iteration 59Q: 3 clusters Score -2214303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2214303.250000 Penalty: 3271.722412
	Iteration 60F: 3 clusters Score -2214303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Entering Unmasked Estep 
Score: -3833972.250000 Penalty: 1721.823120
	Iteration 0F: 2 clusters Score -3833972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3809874.750000 Penalty: 3443.646240
	Iteration 0F: 3 clusters Score -3809875 nChanged 18744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3820769.250000 Penalty: 3443.646240
	Iteration 1F: 3 clusters Score -3820769 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3821601.250000 Penalty: 3443.646240
	Iteration 2F: 3 clusters Score -3821601 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3822814.750000 Penalty: 3443.646240
	Iteration 3F: 3 clusters Score -3822815 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3824766.250000 Penalty: 3443.646240
	Iteration 4F: 3 clusters Score -3824766 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3827662.500000 Penalty: 3443.646240
	Iteration 5F: 3 clusters Score -3827662 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3830238.250000 Penalty: 3443.646240
	Iteration 6F: 3 clusters Score -3830238 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3831482.750000 Penalty: 3443.646240
	Iteration 7F: 3 clusters Score -3831483 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3832043.500000 Penalty: 3443.646240
	Iteration 8Q: 3 clusters Score -3832044 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3832291.000000 Penalty: 3443.646240
	Iteration 9Q: 3 clusters Score -3832291 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3832395.250000 Penalty: 3443.646240
	Iteration 10Q: 3 clusters Score -3832395 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3832456.750000 Penalty: 3443.646240
	Iteration 11Q: 3 clusters Score -3832457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3832498.000000 Penalty: 3443.646240
	Iteration 12Q: 3 clusters Score -3832498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3832508.750000 Penalty: 3443.646240
	Iteration 13Q: 3 clusters Score -3832509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3832535.000000 Penalty: 3443.646240
	Iteration 14Q: 3 clusters Score -3832535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3832542.000000 Penalty: 3443.646240
	Iteration 15Q: 3 clusters Score -3832542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3832549.750000 Penalty: 3443.646240
	Iteration 16Q: 3 clusters Score -3832550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3832553.000000 Penalty: 3443.646240
	Iteration 17Q: 3 clusters Score -3832553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3832559.000000 Penalty: 3443.646240
	Iteration 18Q: 3 clusters Score -3832559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3832560.250000 Penalty: 3443.646240
	Iteration 19Q: 3 clusters Score -3832560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3832564.750000 Penalty: 3443.646240
	Iteration 20F: 3 clusters Score -3832565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3832570.500000 Penalty: 3443.646240
	Iteration 21Q: 3 clusters Score -3832570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3832574.250000 Penalty: 3443.646240
	Iteration 22Q: 3 clusters Score -3832574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3832574.250000 Penalty: 3443.646240
	Iteration 23F: 3 clusters Score -3832574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Entering Unmasked Estep 
Score: -2979782.500000 Penalty: 1677.410645
	Iteration 0F: 2 clusters Score -2979782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2959773.750000 Penalty: 3354.821289
	Iteration 0F: 3 clusters Score -2959774 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2967520.250000 Penalty: 3354.821289
	Iteration 1F: 3 clusters Score -2967520 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2967835.250000 Penalty: 3354.821289
	Iteration 2Q: 3 clusters Score -2967835 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2968121.250000 Penalty: 3354.821289
	Iteration 3Q: 3 clusters Score -2968121 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2968386.750000 Penalty: 3354.821289
	Iteration 4Q: 3 clusters Score -2968387 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2968698.250000 Penalty: 3354.821289
	Iteration 5Q: 3 clusters Score -2968698 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2969108.250000 Penalty: 3354.821289
	Iteration 6Q: 3 clusters Score -2969108 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2969750.500000 Penalty: 3354.821289
	Iteration 7Q: 3 clusters Score -2969750 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2970769.500000 Penalty: 3354.821289
	Iteration 8F: 3 clusters Score -2970770 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2972339.250000 Penalty: 3354.821289
	Iteration 9F: 3 clusters Score -2972339 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2974399.250000 Penalty: 3354.821289
	Iteration 10F: 3 clusters Score -2974399 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -2976367.750000 Penalty: 3354.821289
	Iteration 11F: 3 clusters Score -2976368 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -2977554.750000 Penalty: 3354.821289
	Iteration 12Q: 3 clusters Score -2977555 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -2978011.750000 Penalty: 3354.821289
	Iteration 13Q: 3 clusters Score -2978012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -2978195.500000 Penalty: 3354.821289
	Iteration 14Q: 3 clusters Score -2978196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -2978272.750000 Penalty: 3354.821289
	Iteration 15Q: 3 clusters Score -2978273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -2978288.750000 Penalty: 3354.821289
	Iteration 16Q: 3 clusters Score -2978289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -2978302.000000 Penalty: 3354.821289
	Iteration 17Q: 3 clusters Score -2978302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -2978313.000000 Penalty: 3354.821289
	Iteration 18Q: 3 clusters Score -2978313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -2978318.000000 Penalty: 3354.821289
	Iteration 19Q: 3 clusters Score -2978318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -2978318.250000 Penalty: 3354.821289
	Iteration 20F: 3 clusters Score -2978318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -2978320.000000 Penalty: 3354.821289
	Iteration 21Q: 3 clusters Score -2978320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -2978320.000000 Penalty: 3354.821289
	Iteration 22F: 3 clusters Score -2978320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Entering Unmasked Estep 
Score: -3662825.500000 Penalty: 1714.747314
	Iteration 0F: 2 clusters Score -3662826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3637575.000000 Penalty: 3429.494629
	Iteration 0F: 3 clusters Score -3637575 nChanged 17785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3647508.500000 Penalty: 3429.494629
	Iteration 1F: 3 clusters Score -3647508 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3647774.250000 Penalty: 3429.494629
	Iteration 2Q: 3 clusters Score -3647774 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3648013.750000 Penalty: 3429.494629
	Iteration 3Q: 3 clusters Score -3648014 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3648229.000000 Penalty: 3429.494629
	Iteration 4Q: 3 clusters Score -3648229 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3648496.500000 Penalty: 3429.494629
	Iteration 5Q: 3 clusters Score -3648496 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3648726.000000 Penalty: 3429.494629
	Iteration 6Q: 3 clusters Score -3648726 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3649035.750000 Penalty: 3429.494629
	Iteration 7Q: 3 clusters Score -3649036 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3649420.250000 Penalty: 3429.494629
	Iteration 8Q: 3 clusters Score -3649420 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3649912.250000 Penalty: 3429.494629
	Iteration 9Q: 3 clusters Score -3649912 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3650666.000000 Penalty: 3429.494629
	Iteration 10Q: 3 clusters Score -3650666 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3651792.250000 Penalty: 3429.494629
	Iteration 11F: 3 clusters Score -3651792 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3653257.000000 Penalty: 3429.494629
	Iteration 12F: 3 clusters Score -3653257 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3654583.500000 Penalty: 3429.494629
	Iteration 13F: 3 clusters Score -3654584 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3655366.250000 Penalty: 3429.494629
	Iteration 14Q: 3 clusters Score -3655366 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3655682.750000 Penalty: 3429.494629
	Iteration 15Q: 3 clusters Score -3655683 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3655760.750000 Penalty: 3429.494629
	Iteration 16Q: 3 clusters Score -3655761 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3655843.500000 Penalty: 3429.494629
	Iteration 17Q: 3 clusters Score -3655844 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3655888.250000 Penalty: 3429.494629
	Iteration 18Q: 3 clusters Score -3655888 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3655932.000000 Penalty: 3429.494629
	Iteration 19Q: 3 clusters Score -3655932 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3655976.500000 Penalty: 3429.494629
	Iteration 20F: 3 clusters Score -3655976 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3656053.250000 Penalty: 3429.494629
	Iteration 21Q: 3 clusters Score -3656053 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3656095.250000 Penalty: 3429.494629
	Iteration 22Q: 3 clusters Score -3656095 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3656135.000000 Penalty: 3429.494629
	Iteration 23Q: 3 clusters Score -3656135 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3656208.250000 Penalty: 3429.494629
	Iteration 24Q: 3 clusters Score -3656208 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3656262.500000 Penalty: 3429.494629
	Iteration 25Q: 3 clusters Score -3656262 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3656314.250000 Penalty: 3429.494629
	Iteration 26Q: 3 clusters Score -3656314 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3656370.750000 Penalty: 3429.494629
	Iteration 27Q: 3 clusters Score -3656371 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3656395.750000 Penalty: 3429.494629
	Iteration 28Q: 3 clusters Score -3656396 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3656411.250000 Penalty: 3429.494629
	Iteration 29Q: 3 clusters Score -3656411 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3656457.750000 Penalty: 3429.494629
	Iteration 30Q: 3 clusters Score -3656458 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3656509.750000 Penalty: 3429.494629
	Iteration 31Q: 3 clusters Score -3656510 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3656546.750000 Penalty: 3429.494629
	Iteration 32Q: 3 clusters Score -3656547 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3656572.000000 Penalty: 3429.494629
	Iteration 33Q: 3 clusters Score -3656572 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3656610.750000 Penalty: 3429.494629
	Iteration 34Q: 3 clusters Score -3656611 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3656627.000000 Penalty: 3429.494629
	Iteration 35Q: 3 clusters Score -3656627 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3656659.250000 Penalty: 3429.494629
	Iteration 36Q: 3 clusters Score -3656659 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3656686.250000 Penalty: 3429.494629
	Iteration 37Q: 3 clusters Score -3656686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3656714.250000 Penalty: 3429.494629
	Iteration 38Q: 3 clusters Score -3656714 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3656726.250000 Penalty: 3429.494629
	Iteration 39Q: 3 clusters Score -3656726 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3656735.000000 Penalty: 3429.494629
	Iteration 40F: 3 clusters Score -3656735 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3656775.250000 Penalty: 3429.494629
	Iteration 41Q: 3 clusters Score -3656775 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3656811.000000 Penalty: 3429.494629
	Iteration 42Q: 3 clusters Score -3656811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3656837.000000 Penalty: 3429.494629
	Iteration 43Q: 3 clusters Score -3656837 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3656876.000000 Penalty: 3429.494629
	Iteration 44Q: 3 clusters Score -3656876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3656907.250000 Penalty: 3429.494629
	Iteration 45Q: 3 clusters Score -3656907 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3656956.750000 Penalty: 3429.494629
	Iteration 46Q: 3 clusters Score -3656957 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3657008.000000 Penalty: 3429.494629
	Iteration 47Q: 3 clusters Score -3657008 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3657064.750000 Penalty: 3429.494629
	Iteration 48Q: 3 clusters Score -3657065 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3657123.500000 Penalty: 3429.494629
	Iteration 49Q: 3 clusters Score -3657124 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3657177.000000 Penalty: 3429.494629
	Iteration 50Q: 3 clusters Score -3657177 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3657222.500000 Penalty: 3429.494629
	Iteration 51Q: 3 clusters Score -3657222 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3657295.250000 Penalty: 3429.494629
	Iteration 52Q: 3 clusters Score -3657295 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3657344.000000 Penalty: 3429.494629
	Iteration 53Q: 3 clusters Score -3657344 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3657399.000000 Penalty: 3429.494629
	Iteration 54Q: 3 clusters Score -3657399 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3657467.500000 Penalty: 3429.494629
	Iteration 55Q: 3 clusters Score -3657468 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3657533.500000 Penalty: 3429.494629
	Iteration 56Q: 3 clusters Score -3657534 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3657610.000000 Penalty: 3429.494629
	Iteration 57Q: 3 clusters Score -3657610 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3657685.500000 Penalty: 3429.494629
	Iteration 58Q: 3 clusters Score -3657686 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3657762.750000 Penalty: 3429.494629
	Iteration 59Q: 3 clusters Score -3657763 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3657858.500000 Penalty: 3429.494629
	Iteration 60F: 3 clusters Score -3657858 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3657946.750000 Penalty: 3429.494629
	Iteration 61Q: 3 clusters Score -3657947 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3658061.000000 Penalty: 3429.494629
	Iteration 62Q: 3 clusters Score -3658061 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3658158.250000 Penalty: 3429.494629
	Iteration 63Q: 3 clusters Score -3658158 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3658277.500000 Penalty: 3429.494629
	Iteration 64Q: 3 clusters Score -3658278 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3658412.000000 Penalty: 3429.494629
	Iteration 65Q: 3 clusters Score -3658412 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3658546.000000 Penalty: 3429.494629
	Iteration 66Q: 3 clusters Score -3658546 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3658703.750000 Penalty: 3429.494629
	Iteration 67Q: 3 clusters Score -3658704 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3658864.500000 Penalty: 3429.494629
	Iteration 68Q: 3 clusters Score -3658864 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3659071.000000 Penalty: 3429.494629
	Iteration 69Q: 3 clusters Score -3659071 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3659277.000000 Penalty: 3429.494629
	Iteration 70Q: 3 clusters Score -3659277 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3659458.000000 Penalty: 3429.494629
	Iteration 71Q: 3 clusters Score -3659458 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3659628.500000 Penalty: 3429.494629
	Iteration 72Q: 3 clusters Score -3659628 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3659824.750000 Penalty: 3429.494629
	Iteration 73Q: 3 clusters Score -3659825 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3660019.000000 Penalty: 3429.494629
	Iteration 74Q: 3 clusters Score -3660019 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3660284.500000 Penalty: 3429.494629
	Iteration 75Q: 3 clusters Score -3660284 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3660547.000000 Penalty: 3429.494629
	Iteration 76Q: 3 clusters Score -3660547 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3660836.000000 Penalty: 3429.494629
	Iteration 77Q: 3 clusters Score -3660836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3661039.250000 Penalty: 3429.494629
	Iteration 78Q: 3 clusters Score -3661039 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3661219.500000 Penalty: 3429.494629
	Iteration 79Q: 3 clusters Score -3661220 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3661344.500000 Penalty: 3429.494629
	Iteration 80F: 3 clusters Score -3661344 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3661445.750000 Penalty: 3429.494629
	Iteration 81Q: 3 clusters Score -3661446 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3661524.250000 Penalty: 3429.494629
	Iteration 82Q: 3 clusters Score -3661524 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3661572.750000 Penalty: 3429.494629
	Iteration 83Q: 3 clusters Score -3661573 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3661651.500000 Penalty: 3429.494629
	Iteration 84Q: 3 clusters Score -3661652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3661694.000000 Penalty: 3429.494629
	Iteration 85Q: 3 clusters Score -3661694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3661708.500000 Penalty: 3429.494629
	Iteration 86Q: 3 clusters Score -3661708 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3661724.500000 Penalty: 3429.494629
	Iteration 87Q: 3 clusters Score -3661724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3661735.000000 Penalty: 3429.494629
	Iteration 88Q: 3 clusters Score -3661735 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3661739.000000 Penalty: 3429.494629
	Iteration 89Q: 3 clusters Score -3661739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3661752.500000 Penalty: 3429.494629
	Iteration 90Q: 3 clusters Score -3661752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3661756.250000 Penalty: 3429.494629
	Iteration 91Q: 3 clusters Score -3661756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3661771.500000 Penalty: 3429.494629
	Iteration 92Q: 3 clusters Score -3661772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3661775.250000 Penalty: 3429.494629
	Iteration 93Q: 3 clusters Score -3661775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3661786.000000 Penalty: 3429.494629
	Iteration 94Q: 3 clusters Score -3661786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3661787.000000 Penalty: 3429.494629
	Iteration 95Q: 3 clusters Score -3661787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3661800.500000 Penalty: 3429.494629
	Iteration 96Q: 3 clusters Score -3661800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3661806.000000 Penalty: 3429.494629
	Iteration 97Q: 3 clusters Score -3661806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3661808.500000 Penalty: 3429.494629
	Iteration 98Q: 3 clusters Score -3661808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3661800.500000 Penalty: 3429.494629
	Iteration 99Q: 3 clusters Score -3661800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3661798.250000 Penalty: 3429.494629
	Iteration 100F: 3 clusters Score -3661798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3661793.500000 Penalty: 3429.494629
	Iteration 101Q: 3 clusters Score -3661794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3661794.750000 Penalty: 3429.494629
	Iteration 102Q: 3 clusters Score -3661795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3661797.750000 Penalty: 3429.494629
	Iteration 103Q: 3 clusters Score -3661798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3661794.750000 Penalty: 3429.494629
	Iteration 104Q: 3 clusters Score -3661795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3661793.500000 Penalty: 3429.494629
	Iteration 105Q: 3 clusters Score -3661794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3661795.500000 Penalty: 3429.494629
	Iteration 106Q: 3 clusters Score -3661796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3661789.250000 Penalty: 3429.494629
	Iteration 107Q: 3 clusters Score -3661789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3661787.250000 Penalty: 3429.494629
	Iteration 108Q: 3 clusters Score -3661787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3661785.500000 Penalty: 3429.494629
	Iteration 109Q: 3 clusters Score -3661786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3661784.750000 Penalty: 3429.494629
	Iteration 110Q: 3 clusters Score -3661785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3661786.250000 Penalty: 3429.494629
	Iteration 111Q: 3 clusters Score -3661786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3661787.500000 Penalty: 3429.494629
	Iteration 112Q: 3 clusters Score -3661788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3661783.750000 Penalty: 3429.494629
	Iteration 113Q: 3 clusters Score -3661784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3661784.750000 Penalty: 3429.494629
	Iteration 114Q: 3 clusters Score -3661785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3661785.250000 Penalty: 3429.494629
	Iteration 115Q: 3 clusters Score -3661785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3661788.250000 Penalty: 3429.494629
	Iteration 116Q: 3 clusters Score -3661788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3661788.250000 Penalty: 3429.494629
	Iteration 117F: 3 clusters Score -3661788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Entering Unmasked Estep 
Score: -1518377.625000 Penalty: 1570.403931
	Iteration 0F: 2 clusters Score -1518378 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 7887 members 
Entering Unmasked Estep 
Score: -1507595.625000 Penalty: 3140.807861
	Iteration 0F: 3 clusters Score -1507596 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1511385.750000 Penalty: 3140.807861
	Iteration 1F: 3 clusters Score -1511386 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1511702.750000 Penalty: 3140.807861
	Iteration 2F: 3 clusters Score -1511703 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1511978.625000 Penalty: 3140.807861
	Iteration 3Q: 3 clusters Score -1511979 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1512254.750000 Penalty: 3140.807861
	Iteration 4Q: 3 clusters Score -1512255 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1512569.125000 Penalty: 3140.807861
	Iteration 5Q: 3 clusters Score -1512569 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1512877.125000 Penalty: 3140.807861
	Iteration 6Q: 3 clusters Score -1512877 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1513203.625000 Penalty: 3140.807861
	Iteration 7Q: 3 clusters Score -1513204 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1513617.375000 Penalty: 3140.807861
	Iteration 8Q: 3 clusters Score -1513617 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1514196.750000 Penalty: 3140.807861
	Iteration 9F: 3 clusters Score -1514197 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1514923.625000 Penalty: 3140.807861
	Iteration 10F: 3 clusters Score -1514924 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1515666.000000 Penalty: 3140.807861
	Iteration 11F: 3 clusters Score -1515666 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1516227.500000 Penalty: 3140.807861
	Iteration 12Q: 3 clusters Score -1516228 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1516569.375000 Penalty: 3140.807861
	Iteration 13Q: 3 clusters Score -1516569 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1516759.750000 Penalty: 3140.807861
	Iteration 14Q: 3 clusters Score -1516760 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1516890.750000 Penalty: 3140.807861
	Iteration 15Q: 3 clusters Score -1516891 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1516999.500000 Penalty: 3140.807861
	Iteration 16Q: 3 clusters Score -1517000 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1517065.875000 Penalty: 3140.807861
	Iteration 17Q: 3 clusters Score -1517066 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1517127.750000 Penalty: 3140.807861
	Iteration 18Q: 3 clusters Score -1517128 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1517183.750000 Penalty: 3140.807861
	Iteration 19Q: 3 clusters Score -1517184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1517223.375000 Penalty: 3140.807861
	Iteration 20F: 3 clusters Score -1517223 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1517256.250000 Penalty: 3140.807861
	Iteration 21Q: 3 clusters Score -1517256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1517291.250000 Penalty: 3140.807861
	Iteration 22Q: 3 clusters Score -1517291 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1517312.125000 Penalty: 3140.807861
	Iteration 23Q: 3 clusters Score -1517312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1517333.125000 Penalty: 3140.807861
	Iteration 24Q: 3 clusters Score -1517333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1517343.375000 Penalty: 3140.807861
	Iteration 25Q: 3 clusters Score -1517343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1517353.125000 Penalty: 3140.807861
	Iteration 26Q: 3 clusters Score -1517353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1517361.625000 Penalty: 3140.807861
	Iteration 27Q: 3 clusters Score -1517362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1517370.625000 Penalty: 3140.807861
	Iteration 28Q: 3 clusters Score -1517371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1517368.625000 Penalty: 3140.807861
	Iteration 29Q: 3 clusters Score -1517369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1517368.625000 Penalty: 3140.807861
	Iteration 30Q: 3 clusters Score -1517369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1517370.375000 Penalty: 3140.807861
	Iteration 31Q: 3 clusters Score -1517370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1517377.000000 Penalty: 3140.807861
	Iteration 32Q: 3 clusters Score -1517377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1517376.250000 Penalty: 3140.807861
	Iteration 33Q: 3 clusters Score -1517376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1517377.125000 Penalty: 3140.807861
	Iteration 34Q: 3 clusters Score -1517377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1517378.250000 Penalty: 3140.807861
	Iteration 35Q: 3 clusters Score -1517378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1517379.250000 Penalty: 3140.807861
	Iteration 36Q: 3 clusters Score -1517379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1517380.875000 Penalty: 3140.807861
	Iteration 37Q: 3 clusters Score -1517381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1517382.250000 Penalty: 3140.807861
	Iteration 38Q: 3 clusters Score -1517382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1517383.000000 Penalty: 3140.807861
	Iteration 39Q: 3 clusters Score -1517383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1517382.250000 Penalty: 3140.807861
	Iteration 40F: 3 clusters Score -1517382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1517382.750000 Penalty: 3140.807861
	Iteration 41Q: 3 clusters Score -1517383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1517381.375000 Penalty: 3140.807861
	Iteration 42Q: 3 clusters Score -1517381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1517381.375000 Penalty: 3140.807861
	Iteration 43F: 3 clusters Score -1517381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -158209.515625 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -158209.5 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 831 members 
Entering Unmasked Estep 
Score: -156305.218750 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -156305.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -156765.687500 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -156765.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -156907.953125 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -156908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156997.312500 Penalty: 2425.406494
	Iteration 3F: 3 clusters Score -156997.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -157076.656250 Penalty: 2425.406494
	Iteration 4Q: 3 clusters Score -157076.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157161.171875 Penalty: 2425.406494
	Iteration 5Q: 3 clusters Score -157161.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157222.734375 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -157222.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157261.984375 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -157262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157288.546875 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -157288.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157304.234375 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -157304.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157328.125000 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -157328.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -157366.875000 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -157366.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157413.593750 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -157413.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -157434.484375 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -157434.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -157446.406250 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -157446.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -157460.218750 Penalty: 2425.406494
	Iteration 15Q: 3 clusters Score -157460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157467.250000 Penalty: 2425.406494
	Iteration 16Q: 3 clusters Score -157467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -157469.968750 Penalty: 2425.406494
	Iteration 17Q: 3 clusters Score -157470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157470.921875 Penalty: 2425.406494
	Iteration 18Q: 3 clusters Score -157470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157470.921875 Penalty: 2425.406494
	Iteration 19F: 3 clusters Score -157470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -467643.125000 Penalty: 1391.258911
	Iteration 0F: 2 clusters Score -467643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -463552.125000 Penalty: 2782.517822
	Iteration 0F: 3 clusters Score -463552.1 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -464787.593750 Penalty: 2782.517822
	Iteration 1F: 3 clusters Score -464787.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -465019.562500 Penalty: 2782.517822
	Iteration 2F: 3 clusters Score -465019.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -465228.937500 Penalty: 2782.517822
	Iteration 3F: 3 clusters Score -465228.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -465426.500000 Penalty: 2782.517822
	Iteration 4F: 3 clusters Score -465426.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -465635.968750 Penalty: 2782.517822
	Iteration 5F: 3 clusters Score -465636 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -465838.531250 Penalty: 2782.517822
	Iteration 6F: 3 clusters Score -465838.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -466022.531250 Penalty: 2782.517822
	Iteration 7Q: 3 clusters Score -466022.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -466148.937500 Penalty: 2782.517822
	Iteration 8Q: 3 clusters Score -466148.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -466231.687500 Penalty: 2782.517822
	Iteration 9Q: 3 clusters Score -466231.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -466293.031250 Penalty: 2782.517822
	Iteration 10Q: 3 clusters Score -466293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -466339.062500 Penalty: 2782.517822
	Iteration 11Q: 3 clusters Score -466339.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -466376.343750 Penalty: 2782.517822
	Iteration 12Q: 3 clusters Score -466376.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -466404.375000 Penalty: 2782.517822
	Iteration 13Q: 3 clusters Score -466404.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -466431.718750 Penalty: 2782.517822
	Iteration 14Q: 3 clusters Score -466431.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -466456.687500 Penalty: 2782.517822
	Iteration 15Q: 3 clusters Score -466456.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -466474.625000 Penalty: 2782.517822
	Iteration 16Q: 3 clusters Score -466474.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -466492.031250 Penalty: 2782.517822
	Iteration 17Q: 3 clusters Score -466492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -466510.093750 Penalty: 2782.517822
	Iteration 18Q: 3 clusters Score -466510.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -466520.625000 Penalty: 2782.517822
	Iteration 19Q: 3 clusters Score -466520.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -466531.562500 Penalty: 2782.517822
	Iteration 20F: 3 clusters Score -466531.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -466539.093750 Penalty: 2782.517822
	Iteration 21Q: 3 clusters Score -466539.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -466543.687500 Penalty: 2782.517822
	Iteration 22Q: 3 clusters Score -466543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -466548.343750 Penalty: 2782.517822
	Iteration 23Q: 3 clusters Score -466548.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -466551.250000 Penalty: 2782.517822
	Iteration 24Q: 3 clusters Score -466551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -466552.812500 Penalty: 2782.517822
	Iteration 25Q: 3 clusters Score -466552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -466553.718750 Penalty: 2782.517822
	Iteration 26Q: 3 clusters Score -466553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -466554.968750 Penalty: 2782.517822
	Iteration 27Q: 3 clusters Score -466555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -466555.906250 Penalty: 2782.517822
	Iteration 28Q: 3 clusters Score -466555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -466556.687500 Penalty: 2782.517822
	Iteration 29Q: 3 clusters Score -466556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -466558.437500 Penalty: 2782.517822
	Iteration 30Q: 3 clusters Score -466558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -466559.531250 Penalty: 2782.517822
	Iteration 31Q: 3 clusters Score -466559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -466560.906250 Penalty: 2782.517822
	Iteration 32Q: 3 clusters Score -466560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -466561.687500 Penalty: 2782.517822
	Iteration 33Q: 3 clusters Score -466561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -466561.500000 Penalty: 2782.517822
	Iteration 34Q: 3 clusters Score -466561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -466561.500000 Penalty: 2782.517822
	Iteration 35F: 3 clusters Score -466561.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -124382.117188 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -124382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -122740.523438 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -122740.5 nChanged 448
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: -123072.726562 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -123072.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123168.109375 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -123168.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -123216.109375 Penalty: 2344.235352
	Iteration 3Q: 3 clusters Score -123216.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -123251.023438 Penalty: 2344.235352
	Iteration 4Q: 3 clusters Score -123251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123277.203125 Penalty: 2344.235352
	Iteration 5Q: 3 clusters Score -123277.2 nChanged 30
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: -123305.312500 Penalty: 2344.235352
	Iteration 6Q: 3 clusters Score -123305.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -123327.843750 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -123327.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123372.976562 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -123373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123419.492188 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -123419.5 nChanged 33
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: -123458.085938 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -123458.1 nChanged 41
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: -123514.796875 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -123514.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123581.257812 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -123581.3 nChanged 47
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: -123622.429688 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -123622.4 nChanged 36
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: -123657.664062 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -123657.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123695.375000 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -123695.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -123730.476562 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -123730.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -123754.664062 Penalty: 2344.235352
	Iteration 17Q: 3 clusters Score -123754.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -123762.570312 Penalty: 2344.235352
	Iteration 18Q: 3 clusters Score -123762.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -123765.664062 Penalty: 2344.235352
	Iteration 19Q: 3 clusters Score -123765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123771.585938 Penalty: 2344.235352
	Iteration 20F: 3 clusters Score -123771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -123779.539062 Penalty: 2344.235352
	Iteration 21Q: 3 clusters Score -123779.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -123784.656250 Penalty: 2344.235352
	Iteration 22Q: 3 clusters Score -123784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -123788.835938 Penalty: 2344.235352
	Iteration 23Q: 3 clusters Score -123788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123791.960938 Penalty: 2344.235352
	Iteration 24Q: 3 clusters Score -123792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123795.218750 Penalty: 2344.235352
	Iteration 25Q: 3 clusters Score -123795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -123798.515625 Penalty: 2344.235352
	Iteration 26Q: 3 clusters Score -123798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -123801.007812 Penalty: 2344.235352
	Iteration 27Q: 3 clusters Score -123801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -123805.914062 Penalty: 2344.235352
	Iteration 28Q: 3 clusters Score -123805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123812.953125 Penalty: 2344.235352
	Iteration 29Q: 3 clusters Score -123813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -123821.179688 Penalty: 2344.235352
	Iteration 30Q: 3 clusters Score -123821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -123825.554688 Penalty: 2344.235352
	Iteration 31Q: 3 clusters Score -123825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -123826.859375 Penalty: 2344.235352
	Iteration 32Q: 3 clusters Score -123826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -123828.453125 Penalty: 2344.235352
	Iteration 33Q: 3 clusters Score -123828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -123832.804688 Penalty: 2344.235352
	Iteration 34Q: 3 clusters Score -123832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -123840.226562 Penalty: 2344.235352
	Iteration 35Q: 3 clusters Score -123840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -123846.968750 Penalty: 2344.235352
	Iteration 36Q: 3 clusters Score -123847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -123851.710938 Penalty: 2344.235352
	Iteration 37Q: 3 clusters Score -123851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -123854.507812 Penalty: 2344.235352
	Iteration 38Q: 3 clusters Score -123854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -123855.554688 Penalty: 2344.235352
	Iteration 39Q: 3 clusters Score -123855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -123856.617188 Penalty: 2344.235352
	Iteration 40F: 3 clusters Score -123856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -123858.578125 Penalty: 2344.235352
	Iteration 41Q: 3 clusters Score -123858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -123858.578125 Penalty: 2344.235352
	Iteration 42F: 3 clusters Score -123858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Entering Unmasked Estep 
Score: -3817553.500000 Penalty: 1716.743652
	Iteration 0F: 2 clusters Score -3817554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3795474.500000 Penalty: 3433.487305
	Iteration 0F: 3 clusters Score -3795474 nChanged 17959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3805556.750000 Penalty: 3433.487305
	Iteration 1F: 3 clusters Score -3805557 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3805913.250000 Penalty: 3433.487305
	Iteration 2Q: 3 clusters Score -3805913 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3806292.500000 Penalty: 3433.487305
	Iteration 3Q: 3 clusters Score -3806292 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3806601.750000 Penalty: 3433.487305
	Iteration 4Q: 3 clusters Score -3806602 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3806952.750000 Penalty: 3433.487305
	Iteration 5Q: 3 clusters Score -3806953 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3807312.500000 Penalty: 3433.487305
	Iteration 6Q: 3 clusters Score -3807312 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3807798.500000 Penalty: 3433.487305
	Iteration 7Q: 3 clusters Score -3807798 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3808449.000000 Penalty: 3433.487305
	Iteration 8Q: 3 clusters Score -3808449 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3809425.750000 Penalty: 3433.487305
	Iteration 9Q: 3 clusters Score -3809426 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3810820.750000 Penalty: 3433.487305
	Iteration 10F: 3 clusters Score -3810821 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3812588.000000 Penalty: 3433.487305
	Iteration 11F: 3 clusters Score -3812588 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3814594.250000 Penalty: 3433.487305
	Iteration 12F: 3 clusters Score -3814594 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3816163.500000 Penalty: 3433.487305
	Iteration 13F: 3 clusters Score -3816164 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3816386.500000 Penalty: 3433.487305
	Iteration 14Q: 3 clusters Score -3816386 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3816161.500000 Penalty: 3433.487305
	Iteration 15Q: 3 clusters Score -3816162 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3816075.750000 Penalty: 3433.487305
	Iteration 16Q: 3 clusters Score -3816076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3816093.250000 Penalty: 3433.487305
	Iteration 17Q: 3 clusters Score -3816093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3816115.500000 Penalty: 3433.487305
	Iteration 18Q: 3 clusters Score -3816116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3816136.250000 Penalty: 3433.487305
	Iteration 19Q: 3 clusters Score -3816136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3816147.000000 Penalty: 3433.487305
	Iteration 20F: 3 clusters Score -3816147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3816162.000000 Penalty: 3433.487305
	Iteration 21Q: 3 clusters Score -3816162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3816167.500000 Penalty: 3433.487305
	Iteration 22Q: 3 clusters Score -3816168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3816171.500000 Penalty: 3433.487305
	Iteration 23Q: 3 clusters Score -3816172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3816167.750000 Penalty: 3433.487305
	Iteration 24Q: 3 clusters Score -3816168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3816172.250000 Penalty: 3433.487305
	Iteration 25Q: 3 clusters Score -3816172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3816172.500000 Penalty: 3433.487305
	Iteration 26Q: 3 clusters Score -3816172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3816172.250000 Penalty: 3433.487305
	Iteration 27Q: 3 clusters Score -3816172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3816172.250000 Penalty: 3433.487305
	Iteration 28F: 3 clusters Score -3816172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -204652.718750 Penalty: 1255.078857
	Iteration 0F: 2 clusters Score -204652.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -202424.687500 Penalty: 2510.157715
	Iteration 0F: 3 clusters Score -202424.7 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -202948.531250 Penalty: 2510.157715
	Iteration 1F: 3 clusters Score -202948.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -203147.125000 Penalty: 2510.157715
	Iteration 2F: 3 clusters Score -203147.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -203303.328125 Penalty: 2510.157715
	Iteration 3F: 3 clusters Score -203303.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -203444.578125 Penalty: 2510.157715
	Iteration 4F: 3 clusters Score -203444.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -203552.734375 Penalty: 2510.157715
	Iteration 5Q: 3 clusters Score -203552.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -203640.140625 Penalty: 2510.157715
	Iteration 6Q: 3 clusters Score -203640.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203749.453125 Penalty: 2510.157715
	Iteration 7Q: 3 clusters Score -203749.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -203833.843750 Penalty: 2510.157715
	Iteration 8Q: 3 clusters Score -203833.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -203888.515625 Penalty: 2510.157715
	Iteration 9Q: 3 clusters Score -203888.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203933.250000 Penalty: 2510.157715
	Iteration 10Q: 3 clusters Score -203933.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -203978.656250 Penalty: 2510.157715
	Iteration 11Q: 3 clusters Score -203978.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -204024.250000 Penalty: 2510.157715
	Iteration 12Q: 3 clusters Score -204024.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -204063.390625 Penalty: 2510.157715
	Iteration 13Q: 3 clusters Score -204063.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -204092.515625 Penalty: 2510.157715
	Iteration 14Q: 3 clusters Score -204092.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -204107.031250 Penalty: 2510.157715
	Iteration 15Q: 3 clusters Score -204107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -204114.875000 Penalty: 2510.157715
	Iteration 16Q: 3 clusters Score -204114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -204118.125000 Penalty: 2510.157715
	Iteration 17Q: 3 clusters Score -204118.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -204121.265625 Penalty: 2510.157715
	Iteration 18Q: 3 clusters Score -204121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -204124.734375 Penalty: 2510.157715
	Iteration 19Q: 3 clusters Score -204124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -204125.500000 Penalty: 2510.157715
	Iteration 20F: 3 clusters Score -204125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -204127.218750 Penalty: 2510.157715
	Iteration 21Q: 3 clusters Score -204127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -204127.937500 Penalty: 2510.157715
	Iteration 22Q: 3 clusters Score -204127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -204128.562500 Penalty: 2510.157715
	Iteration 23Q: 3 clusters Score -204128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -204128.562500 Penalty: 2510.157715
	Iteration 24F: 3 clusters Score -204128.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Entering Unmasked Estep 
Score: -1676872.375000 Penalty: 1592.790405
	Iteration 0F: 2 clusters Score -1676872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1664516.375000 Penalty: 3185.580811
	Iteration 0F: 3 clusters Score -1664516 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1668771.250000 Penalty: 3185.580811
	Iteration 1F: 3 clusters Score -1668771 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1669086.375000 Penalty: 3185.580811
	Iteration 2F: 3 clusters Score -1669086 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1669326.875000 Penalty: 3185.580811
	Iteration 3Q: 3 clusters Score -1669327 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1669585.250000 Penalty: 3185.580811
	Iteration 4Q: 3 clusters Score -1669585 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1669873.250000 Penalty: 3185.580811
	Iteration 5Q: 3 clusters Score -1669873 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1670247.625000 Penalty: 3185.580811
	Iteration 6Q: 3 clusters Score -1670248 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1670710.500000 Penalty: 3185.580811
	Iteration 7Q: 3 clusters Score -1670710 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1671328.250000 Penalty: 3185.580811
	Iteration 8F: 3 clusters Score -1671328 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1672038.125000 Penalty: 3185.580811
	Iteration 9F: 3 clusters Score -1672038 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1672796.625000 Penalty: 3185.580811
	Iteration 10F: 3 clusters Score -1672797 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1673494.750000 Penalty: 3185.580811
	Iteration 11Q: 3 clusters Score -1673495 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1674086.375000 Penalty: 3185.580811
	Iteration 12Q: 3 clusters Score -1674086 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1674487.125000 Penalty: 3185.580811
	Iteration 13Q: 3 clusters Score -1674487 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1674806.875000 Penalty: 3185.580811
	Iteration 14Q: 3 clusters Score -1674807 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1675022.875000 Penalty: 3185.580811
	Iteration 15Q: 3 clusters Score -1675023 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1675162.875000 Penalty: 3185.580811
	Iteration 16Q: 3 clusters Score -1675163 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1675261.250000 Penalty: 3185.580811
	Iteration 17Q: 3 clusters Score -1675261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1675337.375000 Penalty: 3185.580811
	Iteration 18Q: 3 clusters Score -1675337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1675394.000000 Penalty: 3185.580811
	Iteration 19Q: 3 clusters Score -1675394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1675417.125000 Penalty: 3185.580811
	Iteration 20F: 3 clusters Score -1675417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1675437.250000 Penalty: 3185.580811
	Iteration 21Q: 3 clusters Score -1675437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1675450.500000 Penalty: 3185.580811
	Iteration 22Q: 3 clusters Score -1675450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1675454.125000 Penalty: 3185.580811
	Iteration 23Q: 3 clusters Score -1675454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1675457.750000 Penalty: 3185.580811
	Iteration 24Q: 3 clusters Score -1675458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1675462.250000 Penalty: 3185.580811
	Iteration 25Q: 3 clusters Score -1675462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1675471.375000 Penalty: 3185.580811
	Iteration 26Q: 3 clusters Score -1675471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1675471.500000 Penalty: 3185.580811
	Iteration 27Q: 3 clusters Score -1675472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1675472.000000 Penalty: 3185.580811
	Iteration 28Q: 3 clusters Score -1675472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1675471.875000 Penalty: 3185.580811
	Iteration 29Q: 3 clusters Score -1675472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1675472.875000 Penalty: 3185.580811
	Iteration 30Q: 3 clusters Score -1675473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1675477.375000 Penalty: 3185.580811
	Iteration 31Q: 3 clusters Score -1675477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1675478.125000 Penalty: 3185.580811
	Iteration 32Q: 3 clusters Score -1675478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1675478.125000 Penalty: 3185.580811
	Iteration 33F: 3 clusters Score -1675478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -569068.312500 Penalty: 1419.470581
	Iteration 0F: 2 clusters Score -569068.3 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 3116 members 
Entering Unmasked Estep 
Score: -564323.062500 Penalty: 2838.941162
	Iteration 0F: 3 clusters Score -564323.1 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -565874.250000 Penalty: 2838.941162
	Iteration 1F: 3 clusters Score -565874.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -566176.812500 Penalty: 2838.941162
	Iteration 2F: 3 clusters Score -566176.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -566460.312500 Penalty: 2838.941162
	Iteration 3F: 3 clusters Score -566460.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -566721.187500 Penalty: 2838.941162
	Iteration 4F: 3 clusters Score -566721.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -566978.875000 Penalty: 2838.941162
	Iteration 5F: 3 clusters Score -566978.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -567180.500000 Penalty: 2838.941162
	Iteration 6Q: 3 clusters Score -567180.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -567350.187500 Penalty: 2838.941162
	Iteration 7Q: 3 clusters Score -567350.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -567529.875000 Penalty: 2838.941162
	Iteration 8Q: 3 clusters Score -567529.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -567686.000000 Penalty: 2838.941162
	Iteration 9Q: 3 clusters Score -567686 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -567811.750000 Penalty: 2838.941162
	Iteration 10Q: 3 clusters Score -567811.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -567917.500000 Penalty: 2838.941162
	Iteration 11Q: 3 clusters Score -567917.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -567991.437500 Penalty: 2838.941162
	Iteration 12Q: 3 clusters Score -567991.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -568028.500000 Penalty: 2838.941162
	Iteration 13Q: 3 clusters Score -568028.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -568052.875000 Penalty: 2838.941162
	Iteration 14Q: 3 clusters Score -568052.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -568076.812500 Penalty: 2838.941162
	Iteration 15Q: 3 clusters Score -568076.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -568101.062500 Penalty: 2838.941162
	Iteration 16Q: 3 clusters Score -568101.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -568121.875000 Penalty: 2838.941162
	Iteration 17Q: 3 clusters Score -568121.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -568145.125000 Penalty: 2838.941162
	Iteration 18Q: 3 clusters Score -568145.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -568167.687500 Penalty: 2838.941162
	Iteration 19Q: 3 clusters Score -568167.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -568189.375000 Penalty: 2838.941162
	Iteration 20F: 3 clusters Score -568189.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -568208.187500 Penalty: 2838.941162
	Iteration 21Q: 3 clusters Score -568208.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -568228.437500 Penalty: 2838.941162
	Iteration 22Q: 3 clusters Score -568228.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -568241.875000 Penalty: 2838.941162
	Iteration 23Q: 3 clusters Score -568241.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -568258.375000 Penalty: 2838.941162
	Iteration 24Q: 3 clusters Score -568258.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -568272.437500 Penalty: 2838.941162
	Iteration 25Q: 3 clusters Score -568272.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -568288.000000 Penalty: 2838.941162
	Iteration 26Q: 3 clusters Score -568288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -568299.187500 Penalty: 2838.941162
	Iteration 27Q: 3 clusters Score -568299.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -568309.812500 Penalty: 2838.941162
	Iteration 28Q: 3 clusters Score -568309.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -568316.812500 Penalty: 2838.941162
	Iteration 29Q: 3 clusters Score -568316.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -568320.687500 Penalty: 2838.941162
	Iteration 30Q: 3 clusters Score -568320.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -568325.375000 Penalty: 2838.941162
	Iteration 31Q: 3 clusters Score -568325.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -568328.625000 Penalty: 2838.941162
	Iteration 32Q: 3 clusters Score -568328.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -568331.312500 Penalty: 2838.941162
	Iteration 33Q: 3 clusters Score -568331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -568333.375000 Penalty: 2838.941162
	Iteration 34Q: 3 clusters Score -568333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -568337.062500 Penalty: 2838.941162
	Iteration 35Q: 3 clusters Score -568337.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -568339.375000 Penalty: 2838.941162
	Iteration 36Q: 3 clusters Score -568339.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -568341.875000 Penalty: 2838.941162
	Iteration 37Q: 3 clusters Score -568341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -568343.062500 Penalty: 2838.941162
	Iteration 38Q: 3 clusters Score -568343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -568343.750000 Penalty: 2838.941162
	Iteration 39Q: 3 clusters Score -568343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -568345.687500 Penalty: 2838.941162
	Iteration 40F: 3 clusters Score -568345.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -568346.500000 Penalty: 2838.941162
	Iteration 41Q: 3 clusters Score -568346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -568348.250000 Penalty: 2838.941162
	Iteration 42Q: 3 clusters Score -568348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -568348.312500 Penalty: 2838.941162
	Iteration 43Q: 3 clusters Score -568348.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -568351.000000 Penalty: 2838.941162
	Iteration 44Q: 3 clusters Score -568351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -568352.937500 Penalty: 2838.941162
	Iteration 45Q: 3 clusters Score -568352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -568353.250000 Penalty: 2838.941162
	Iteration 46Q: 3 clusters Score -568353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -568354.187500 Penalty: 2838.941162
	Iteration 47Q: 3 clusters Score -568354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -568354.937500 Penalty: 2838.941162
	Iteration 48Q: 3 clusters Score -568354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -568355.125000 Penalty: 2838.941162
	Iteration 49Q: 3 clusters Score -568355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -568355.187500 Penalty: 2838.941162
	Iteration 50Q: 3 clusters Score -568355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -568354.500000 Penalty: 2838.941162
	Iteration 51Q: 3 clusters Score -568354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -568355.437500 Penalty: 2838.941162
	Iteration 52Q: 3 clusters Score -568355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -568356.812500 Penalty: 2838.941162
	Iteration 53Q: 3 clusters Score -568356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -568357.000000 Penalty: 2838.941162
	Iteration 54Q: 3 clusters Score -568357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -568358.125000 Penalty: 2838.941162
	Iteration 55Q: 3 clusters Score -568358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -568359.750000 Penalty: 2838.941162
	Iteration 56Q: 3 clusters Score -568359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -568359.375000 Penalty: 2838.941162
	Iteration 57Q: 3 clusters Score -568359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -568358.125000 Penalty: 2838.941162
	Iteration 58Q: 3 clusters Score -568358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -568359.312500 Penalty: 2838.941162
	Iteration 59Q: 3 clusters Score -568359.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -568359.125000 Penalty: 2838.941162
	Iteration 60F: 3 clusters Score -568359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -568360.312500 Penalty: 2838.941162
	Iteration 61Q: 3 clusters Score -568360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -568360.312500 Penalty: 2838.941162
	Iteration 62F: 3 clusters Score -568360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Entering Unmasked Estep 
Score: -3830786.000000 Penalty: 1718.869019
	Iteration 0F: 2 clusters Score -3830786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3807834.000000 Penalty: 3437.738037
	Iteration 0F: 3 clusters Score -3807834 nChanged 18027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3818154.500000 Penalty: 3437.738037
	Iteration 1F: 3 clusters Score -3818154 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3818755.750000 Penalty: 3437.738037
	Iteration 2Q: 3 clusters Score -3818756 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3819480.000000 Penalty: 3437.738037
	Iteration 3Q: 3 clusters Score -3819480 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3820445.500000 Penalty: 3437.738037
	Iteration 4Q: 3 clusters Score -3820446 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3821759.500000 Penalty: 3437.738037
	Iteration 5F: 3 clusters Score -3821760 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -3823461.000000 Penalty: 3437.738037
	Iteration 6F: 3 clusters Score -3823461 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3825138.750000 Penalty: 3437.738037
	Iteration 7F: 3 clusters Score -3825139 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3826342.250000 Penalty: 3437.738037
	Iteration 8F: 3 clusters Score -3826342 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3826909.250000 Penalty: 3437.738037
	Iteration 9Q: 3 clusters Score -3826909 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3827137.000000 Penalty: 3437.738037
	Iteration 10Q: 3 clusters Score -3827137 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3827278.000000 Penalty: 3437.738037
	Iteration 11Q: 3 clusters Score -3827278 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3827380.250000 Penalty: 3437.738037
	Iteration 12Q: 3 clusters Score -3827380 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3827469.000000 Penalty: 3437.738037
	Iteration 13Q: 3 clusters Score -3827469 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3827540.750000 Penalty: 3437.738037
	Iteration 14Q: 3 clusters Score -3827541 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -3827650.000000 Penalty: 3437.738037
	Iteration 15Q: 3 clusters Score -3827650 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3827718.000000 Penalty: 3437.738037
	Iteration 16Q: 3 clusters Score -3827718 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3827809.750000 Penalty: 3437.738037
	Iteration 17Q: 3 clusters Score -3827810 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3827845.750000 Penalty: 3437.738037
	Iteration 18Q: 3 clusters Score -3827846 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3827892.750000 Penalty: 3437.738037
	Iteration 19Q: 3 clusters Score -3827893 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3827943.000000 Penalty: 3437.738037
	Iteration 20F: 3 clusters Score -3827943 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3828014.500000 Penalty: 3437.738037
	Iteration 21Q: 3 clusters Score -3828014 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3828109.000000 Penalty: 3437.738037
	Iteration 22Q: 3 clusters Score -3828109 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3828179.250000 Penalty: 3437.738037
	Iteration 23Q: 3 clusters Score -3828179 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3828287.500000 Penalty: 3437.738037
	Iteration 24Q: 3 clusters Score -3828288 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3828412.000000 Penalty: 3437.738037
	Iteration 25Q: 3 clusters Score -3828412 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3828533.750000 Penalty: 3437.738037
	Iteration 26Q: 3 clusters Score -3828534 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3828658.500000 Penalty: 3437.738037
	Iteration 27Q: 3 clusters Score -3828658 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3828750.500000 Penalty: 3437.738037
	Iteration 28Q: 3 clusters Score -3828750 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3828866.500000 Penalty: 3437.738037
	Iteration 29Q: 3 clusters Score -3828866 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3828951.500000 Penalty: 3437.738037
	Iteration 30Q: 3 clusters Score -3828952 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3829030.250000 Penalty: 3437.738037
	Iteration 31Q: 3 clusters Score -3829030 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3829086.500000 Penalty: 3437.738037
	Iteration 32Q: 3 clusters Score -3829086 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3829189.000000 Penalty: 3437.738037
	Iteration 33Q: 3 clusters Score -3829189 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3829281.250000 Penalty: 3437.738037
	Iteration 34Q: 3 clusters Score -3829281 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3829330.750000 Penalty: 3437.738037
	Iteration 35Q: 3 clusters Score -3829331 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3829383.750000 Penalty: 3437.738037
	Iteration 36Q: 3 clusters Score -3829384 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3829420.500000 Penalty: 3437.738037
	Iteration 37Q: 3 clusters Score -3829420 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3829478.000000 Penalty: 3437.738037
	Iteration 38Q: 3 clusters Score -3829478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3829518.000000 Penalty: 3437.738037
	Iteration 39Q: 3 clusters Score -3829518 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3829556.000000 Penalty: 3437.738037
	Iteration 40F: 3 clusters Score -3829556 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3829611.500000 Penalty: 3437.738037
	Iteration 41Q: 3 clusters Score -3829612 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3829606.250000 Penalty: 3437.738037
	Iteration 42Q: 3 clusters Score -3829606 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3829620.250000 Penalty: 3437.738037
	Iteration 43Q: 3 clusters Score -3829620 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3829651.750000 Penalty: 3437.738037
	Iteration 44Q: 3 clusters Score -3829652 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3829675.000000 Penalty: 3437.738037
	Iteration 45Q: 3 clusters Score -3829675 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3829687.500000 Penalty: 3437.738037
	Iteration 46Q: 3 clusters Score -3829688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3829709.500000 Penalty: 3437.738037
	Iteration 47Q: 3 clusters Score -3829710 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3829712.500000 Penalty: 3437.738037
	Iteration 48Q: 3 clusters Score -3829712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3829713.750000 Penalty: 3437.738037
	Iteration 49Q: 3 clusters Score -3829714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3829718.500000 Penalty: 3437.738037
	Iteration 50Q: 3 clusters Score -3829718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3829706.000000 Penalty: 3437.738037
	Iteration 51Q: 3 clusters Score -3829706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3829695.250000 Penalty: 3437.738037
	Iteration 52Q: 3 clusters Score -3829695 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3829712.250000 Penalty: 3437.738037
	Iteration 53Q: 3 clusters Score -3829712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3829721.500000 Penalty: 3437.738037
	Iteration 54Q: 3 clusters Score -3829722 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3829722.750000 Penalty: 3437.738037
	Iteration 55Q: 3 clusters Score -3829723 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3829729.000000 Penalty: 3437.738037
	Iteration 56Q: 3 clusters Score -3829729 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3829737.250000 Penalty: 3437.738037
	Iteration 57Q: 3 clusters Score -3829737 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3829751.750000 Penalty: 3437.738037
	Iteration 58Q: 3 clusters Score -3829752 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3829751.250000 Penalty: 3437.738037
	Iteration 59Q: 3 clusters Score -3829751 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3829769.750000 Penalty: 3437.738037
	Iteration 60F: 3 clusters Score -3829770 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3829750.750000 Penalty: 3437.738037
	Iteration 61Q: 3 clusters Score -3829751 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3829753.500000 Penalty: 3437.738037
	Iteration 62Q: 3 clusters Score -3829754 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3829767.000000 Penalty: 3437.738037
	Iteration 63Q: 3 clusters Score -3829767 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3829795.000000 Penalty: 3437.738037
	Iteration 64Q: 3 clusters Score -3829795 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3829790.000000 Penalty: 3437.738037
	Iteration 65Q: 3 clusters Score -3829790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3829795.500000 Penalty: 3437.738037
	Iteration 66Q: 3 clusters Score -3829796 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3829804.000000 Penalty: 3437.738037
	Iteration 67Q: 3 clusters Score -3829804 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3829817.000000 Penalty: 3437.738037
	Iteration 68Q: 3 clusters Score -3829817 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3829834.500000 Penalty: 3437.738037
	Iteration 69Q: 3 clusters Score -3829834 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3829872.000000 Penalty: 3437.738037
	Iteration 70Q: 3 clusters Score -3829872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3829884.750000 Penalty: 3437.738037
	Iteration 71Q: 3 clusters Score -3829885 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3829937.250000 Penalty: 3437.738037
	Iteration 72Q: 3 clusters Score -3829937 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3829969.500000 Penalty: 3437.738037
	Iteration 73Q: 3 clusters Score -3829970 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3830000.750000 Penalty: 3437.738037
	Iteration 74Q: 3 clusters Score -3830001 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3830021.000000 Penalty: 3437.738037
	Iteration 75Q: 3 clusters Score -3830021 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3830038.000000 Penalty: 3437.738037
	Iteration 76Q: 3 clusters Score -3830038 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3830085.500000 Penalty: 3437.738037
	Iteration 77Q: 3 clusters Score -3830086 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3830133.000000 Penalty: 3437.738037
	Iteration 78Q: 3 clusters Score -3830133 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3830177.750000 Penalty: 3437.738037
	Iteration 79Q: 3 clusters Score -3830178 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3830206.500000 Penalty: 3437.738037
	Iteration 80F: 3 clusters Score -3830206 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3830248.500000 Penalty: 3437.738037
	Iteration 81Q: 3 clusters Score -3830248 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3830282.750000 Penalty: 3437.738037
	Iteration 82Q: 3 clusters Score -3830283 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3830310.000000 Penalty: 3437.738037
	Iteration 83Q: 3 clusters Score -3830310 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3830341.750000 Penalty: 3437.738037
	Iteration 84Q: 3 clusters Score -3830342 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3830373.750000 Penalty: 3437.738037
	Iteration 85Q: 3 clusters Score -3830374 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3830433.000000 Penalty: 3437.738037
	Iteration 86Q: 3 clusters Score -3830433 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3830470.500000 Penalty: 3437.738037
	Iteration 87Q: 3 clusters Score -3830470 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3830510.500000 Penalty: 3437.738037
	Iteration 88Q: 3 clusters Score -3830510 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3830569.000000 Penalty: 3437.738037
	Iteration 89Q: 3 clusters Score -3830569 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3830624.500000 Penalty: 3437.738037
	Iteration 90Q: 3 clusters Score -3830624 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3830681.000000 Penalty: 3437.738037
	Iteration 91Q: 3 clusters Score -3830681 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3830740.250000 Penalty: 3437.738037
	Iteration 92Q: 3 clusters Score -3830740 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3830807.500000 Penalty: 3437.738037
	Iteration 93Q: 3 clusters Score -3830808 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3830853.000000 Penalty: 3437.738037
	Iteration 94Q: 3 clusters Score -3830853 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3830945.750000 Penalty: 3437.738037
	Iteration 95Q: 3 clusters Score -3830946 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3831017.000000 Penalty: 3437.738037
	Iteration 96Q: 3 clusters Score -3831017 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3831070.500000 Penalty: 3437.738037
	Iteration 97Q: 3 clusters Score -3831070 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3831137.000000 Penalty: 3437.738037
	Iteration 98Q: 3 clusters Score -3831137 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3831182.250000 Penalty: 3437.738037
	Iteration 99Q: 3 clusters Score -3831182 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3831252.000000 Penalty: 3437.738037
	Iteration 100F: 3 clusters Score -3831252 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3831308.750000 Penalty: 3437.738037
	Iteration 101Q: 3 clusters Score -3831309 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3831381.000000 Penalty: 3437.738037
	Iteration 102Q: 3 clusters Score -3831381 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3831428.500000 Penalty: 3437.738037
	Iteration 103Q: 3 clusters Score -3831428 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3831511.250000 Penalty: 3437.738037
	Iteration 104Q: 3 clusters Score -3831511 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3831579.750000 Penalty: 3437.738037
	Iteration 105Q: 3 clusters Score -3831580 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3831671.000000 Penalty: 3437.738037
	Iteration 106Q: 3 clusters Score -3831671 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3831755.000000 Penalty: 3437.738037
	Iteration 107Q: 3 clusters Score -3831755 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3831803.250000 Penalty: 3437.738037
	Iteration 108Q: 3 clusters Score -3831803 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3831834.000000 Penalty: 3437.738037
	Iteration 109Q: 3 clusters Score -3831834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3831833.500000 Penalty: 3437.738037
	Iteration 110Q: 3 clusters Score -3831834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3831844.000000 Penalty: 3437.738037
	Iteration 111Q: 3 clusters Score -3831844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3831862.000000 Penalty: 3437.738037
	Iteration 112Q: 3 clusters Score -3831862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3831852.500000 Penalty: 3437.738037
	Iteration 113Q: 3 clusters Score -3831852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3831844.250000 Penalty: 3437.738037
	Iteration 114Q: 3 clusters Score -3831844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3831843.750000 Penalty: 3437.738037
	Iteration 115Q: 3 clusters Score -3831844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3831831.750000 Penalty: 3437.738037
	Iteration 116Q: 3 clusters Score -3831832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3831821.500000 Penalty: 3437.738037
	Iteration 117Q: 3 clusters Score -3831822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3831813.000000 Penalty: 3437.738037
	Iteration 118Q: 3 clusters Score -3831813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3831797.750000 Penalty: 3437.738037
	Iteration 119Q: 3 clusters Score -3831798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3831792.000000 Penalty: 3437.738037
	Iteration 120F: 3 clusters Score -3831792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3831775.750000 Penalty: 3437.738037
	Iteration 121Q: 3 clusters Score -3831776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3831774.500000 Penalty: 3437.738037
	Iteration 122Q: 3 clusters Score -3831774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3831763.750000 Penalty: 3437.738037
	Iteration 123Q: 3 clusters Score -3831764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3831769.750000 Penalty: 3437.738037
	Iteration 124Q: 3 clusters Score -3831770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3831766.250000 Penalty: 3437.738037
	Iteration 125Q: 3 clusters Score -3831766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3831767.500000 Penalty: 3437.738037
	Iteration 126Q: 3 clusters Score -3831768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3831770.250000 Penalty: 3437.738037
	Iteration 127Q: 3 clusters Score -3831770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3831770.000000 Penalty: 3437.738037
	Iteration 128Q: 3 clusters Score -3831770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3831759.000000 Penalty: 3437.738037
	Iteration 129Q: 3 clusters Score -3831759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3831753.500000 Penalty: 3437.738037
	Iteration 130Q: 3 clusters Score -3831754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3831751.250000 Penalty: 3437.738037
	Iteration 131Q: 3 clusters Score -3831751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3831752.500000 Penalty: 3437.738037
	Iteration 132Q: 3 clusters Score -3831752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3831752.500000 Penalty: 3437.738037
	Iteration 133Q: 3 clusters Score -3831752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3831752.250000 Penalty: 3437.738037
	Iteration 134Q: 3 clusters Score -3831752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3831752.250000 Penalty: 3437.738037
	Iteration 135F: 3 clusters Score -3831752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 23549 members 
Mstep: Class 3 contains 39968 members 
Mstep: Class 4 contains 30410 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 15741 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38738 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 35527 members 
Mstep: Class 15 contains 23197 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 39394 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 20 contains 26829 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 2829 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6727 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22447 members 
Mstep: Class 29 contains 7667 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 21564 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5332 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27684 members 
Mstep: Class 42 contains 4891 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Mstep: Class 48 contains 3721 members 
Entering Unmasked Estep 
Score: -49776172.000000 Penalty: 103005.007812
Splitting cluster 14 changes total score from -49778188.000000 to -49776172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (23197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Entering Unmasked Estep 
Score: -2089793.375000 Penalty: 1633.413940
	Iteration 0F: 2 clusters Score -2089793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2073974.500000 Penalty: 3266.827881
	Iteration 0F: 3 clusters Score -2073974 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2080003.125000 Penalty: 3266.827881
	Iteration 1F: 3 clusters Score -2080003 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2080582.000000 Penalty: 3266.827881
	Iteration 2F: 3 clusters Score -2080582 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2081208.500000 Penalty: 3266.827881
	Iteration 3F: 3 clusters Score -2081208 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2081967.500000 Penalty: 3266.827881
	Iteration 4F: 3 clusters Score -2081968 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2082856.875000 Penalty: 3266.827881
	Iteration 5F: 3 clusters Score -2082857 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2083953.625000 Penalty: 3266.827881
	Iteration 6F: 3 clusters Score -2083954 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2085123.500000 Penalty: 3266.827881
	Iteration 7F: 3 clusters Score -2085124 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2086185.500000 Penalty: 3266.827881
	Iteration 8F: 3 clusters Score -2086186 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2087042.500000 Penalty: 3266.827881
	Iteration 9Q: 3 clusters Score -2087042 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2087740.000000 Penalty: 3266.827881
	Iteration 10Q: 3 clusters Score -2087740 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2088208.000000 Penalty: 3266.827881
	Iteration 11Q: 3 clusters Score -2088208 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2088516.750000 Penalty: 3266.827881
	Iteration 12Q: 3 clusters Score -2088517 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2088712.375000 Penalty: 3266.827881
	Iteration 13Q: 3 clusters Score -2088712 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2088887.125000 Penalty: 3266.827881
	Iteration 14Q: 3 clusters Score -2088887 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2089050.750000 Penalty: 3266.827881
	Iteration 15Q: 3 clusters Score -2089051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2089229.750000 Penalty: 3266.827881
	Iteration 16Q: 3 clusters Score -2089230 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2089369.375000 Penalty: 3266.827881
	Iteration 17Q: 3 clusters Score -2089369 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2089474.000000 Penalty: 3266.827881
	Iteration 18Q: 3 clusters Score -2089474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2089520.125000 Penalty: 3266.827881
	Iteration 19Q: 3 clusters Score -2089520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2089557.125000 Penalty: 3266.827881
	Iteration 20F: 3 clusters Score -2089557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2089575.250000 Penalty: 3266.827881
	Iteration 21Q: 3 clusters Score -2089575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2089589.750000 Penalty: 3266.827881
	Iteration 22Q: 3 clusters Score -2089590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2089591.875000 Penalty: 3266.827881
	Iteration 23Q: 3 clusters Score -2089592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2089598.875000 Penalty: 3266.827881
	Iteration 24Q: 3 clusters Score -2089599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2089601.125000 Penalty: 3266.827881
	Iteration 25Q: 3 clusters Score -2089601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2089600.125000 Penalty: 3266.827881
	Iteration 26Q: 3 clusters Score -2089600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2089604.375000 Penalty: 3266.827881
	Iteration 27Q: 3 clusters Score -2089604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2089610.625000 Penalty: 3266.827881
	Iteration 28Q: 3 clusters Score -2089611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2089609.250000 Penalty: 3266.827881
	Iteration 29Q: 3 clusters Score -2089609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2089609.000000 Penalty: 3266.827881
	Iteration 30Q: 3 clusters Score -2089609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2089607.500000 Penalty: 3266.827881
	Iteration 31Q: 3 clusters Score -2089608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2089609.000000 Penalty: 3266.827881
	Iteration 32Q: 3 clusters Score -2089609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2089609.000000 Penalty: 3266.827881
	Iteration 33F: 3 clusters Score -2089609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -136903.000000 Penalty: 1201.205200
	Iteration 0F: 2 clusters Score -136903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135070.968750 Penalty: 2402.410400
	Iteration 0F: 3 clusters Score -135071 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -135512.687500 Penalty: 2402.410400
	Iteration 1F: 3 clusters Score -135512.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135679.875000 Penalty: 2402.410400
	Iteration 2F: 3 clusters Score -135679.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135797.125000 Penalty: 2402.410400
	Iteration 3F: 3 clusters Score -135797.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -135890.750000 Penalty: 2402.410400
	Iteration 4F: 3 clusters Score -135890.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135976.406250 Penalty: 2402.410400
	Iteration 5Q: 3 clusters Score -135976.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -136074.250000 Penalty: 2402.410400
	Iteration 6Q: 3 clusters Score -136074.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -136193.312500 Penalty: 2402.410400
	Iteration 7Q: 3 clusters Score -136193.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -136293.312500 Penalty: 2402.410400
	Iteration 8Q: 3 clusters Score -136293.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136350.890625 Penalty: 2402.410400
	Iteration 9Q: 3 clusters Score -136350.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136378.359375 Penalty: 2402.410400
	Iteration 10Q: 3 clusters Score -136378.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -136393.750000 Penalty: 2402.410400
	Iteration 11Q: 3 clusters Score -136393.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136405.265625 Penalty: 2402.410400
	Iteration 12Q: 3 clusters Score -136405.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -136411.171875 Penalty: 2402.410400
	Iteration 13Q: 3 clusters Score -136411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136413.390625 Penalty: 2402.410400
	Iteration 14Q: 3 clusters Score -136413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136414.656250 Penalty: 2402.410400
	Iteration 15Q: 3 clusters Score -136414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -136416.765625 Penalty: 2402.410400
	Iteration 16Q: 3 clusters Score -136416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136419.125000 Penalty: 2402.410400
	Iteration 17Q: 3 clusters Score -136419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136419.515625 Penalty: 2402.410400
	Iteration 18Q: 3 clusters Score -136419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136419.515625 Penalty: 2402.410400
	Iteration 19F: 3 clusters Score -136419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Entering Unmasked Estep 
Score: -3736827.500000 Penalty: 1719.472412
	Iteration 0F: 2 clusters Score -3736828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3712240.000000 Penalty: 3438.944824
	Iteration 0F: 3 clusters Score -3712240 nChanged 18514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3722906.000000 Penalty: 3438.944824
	Iteration 1F: 3 clusters Score -3722906 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3723583.500000 Penalty: 3438.944824
	Iteration 2Q: 3 clusters Score -3723584 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3724444.000000 Penalty: 3438.944824
	Iteration 3Q: 3 clusters Score -3724444 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3725381.500000 Penalty: 3438.944824
	Iteration 4F: 3 clusters Score -3725382 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3726373.000000 Penalty: 3438.944824
	Iteration 5F: 3 clusters Score -3726373 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3727256.250000 Penalty: 3438.944824
	Iteration 6F: 3 clusters Score -3727256 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3727932.250000 Penalty: 3438.944824
	Iteration 7Q: 3 clusters Score -3727932 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3728420.250000 Penalty: 3438.944824
	Iteration 8Q: 3 clusters Score -3728420 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3728744.500000 Penalty: 3438.944824
	Iteration 9Q: 3 clusters Score -3728744 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3729014.250000 Penalty: 3438.944824
	Iteration 10Q: 3 clusters Score -3729014 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3729223.500000 Penalty: 3438.944824
	Iteration 11Q: 3 clusters Score -3729224 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3729441.250000 Penalty: 3438.944824
	Iteration 12Q: 3 clusters Score -3729441 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3729707.750000 Penalty: 3438.944824
	Iteration 13Q: 3 clusters Score -3729708 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3729943.750000 Penalty: 3438.944824
	Iteration 14Q: 3 clusters Score -3729944 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3730321.000000 Penalty: 3438.944824
	Iteration 15Q: 3 clusters Score -3730321 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3730730.250000 Penalty: 3438.944824
	Iteration 16Q: 3 clusters Score -3730730 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3731214.500000 Penalty: 3438.944824
	Iteration 17Q: 3 clusters Score -3731214 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3731819.000000 Penalty: 3438.944824
	Iteration 18Q: 3 clusters Score -3731819 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3732546.500000 Penalty: 3438.944824
	Iteration 19Q: 3 clusters Score -3732546 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3733381.000000 Penalty: 3438.944824
	Iteration 20F: 3 clusters Score -3733381 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3734118.750000 Penalty: 3438.944824
	Iteration 21Q: 3 clusters Score -3734119 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3734566.250000 Penalty: 3438.944824
	Iteration 22Q: 3 clusters Score -3734566 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3734939.000000 Penalty: 3438.944824
	Iteration 23Q: 3 clusters Score -3734939 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3735181.000000 Penalty: 3438.944824
	Iteration 24Q: 3 clusters Score -3735181 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3735281.750000 Penalty: 3438.944824
	Iteration 25Q: 3 clusters Score -3735282 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3735382.250000 Penalty: 3438.944824
	Iteration 26Q: 3 clusters Score -3735382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3735464.500000 Penalty: 3438.944824
	Iteration 27Q: 3 clusters Score -3735464 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3735495.000000 Penalty: 3438.944824
	Iteration 28Q: 3 clusters Score -3735495 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3735520.500000 Penalty: 3438.944824
	Iteration 29Q: 3 clusters Score -3735520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3735542.500000 Penalty: 3438.944824
	Iteration 30Q: 3 clusters Score -3735542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3735564.750000 Penalty: 3438.944824
	Iteration 31Q: 3 clusters Score -3735565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3735564.500000 Penalty: 3438.944824
	Iteration 32Q: 3 clusters Score -3735564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3735569.250000 Penalty: 3438.944824
	Iteration 33Q: 3 clusters Score -3735569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3735577.500000 Penalty: 3438.944824
	Iteration 34Q: 3 clusters Score -3735578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3735575.500000 Penalty: 3438.944824
	Iteration 35Q: 3 clusters Score -3735576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3735584.750000 Penalty: 3438.944824
	Iteration 36Q: 3 clusters Score -3735585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3735593.000000 Penalty: 3438.944824
	Iteration 37Q: 3 clusters Score -3735593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3735603.250000 Penalty: 3438.944824
	Iteration 38Q: 3 clusters Score -3735603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3735600.000000 Penalty: 3438.944824
	Iteration 39Q: 3 clusters Score -3735600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3735605.250000 Penalty: 3438.944824
	Iteration 40F: 3 clusters Score -3735605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3735603.750000 Penalty: 3438.944824
	Iteration 41Q: 3 clusters Score -3735604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3735601.500000 Penalty: 3438.944824
	Iteration 42Q: 3 clusters Score -3735602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3735605.000000 Penalty: 3438.944824
	Iteration 43Q: 3 clusters Score -3735605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3735603.500000 Penalty: 3438.944824
	Iteration 44Q: 3 clusters Score -3735604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3735610.250000 Penalty: 3438.944824
	Iteration 45Q: 3 clusters Score -3735610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3735609.750000 Penalty: 3438.944824
	Iteration 46Q: 3 clusters Score -3735610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3735610.750000 Penalty: 3438.944824
	Iteration 47Q: 3 clusters Score -3735611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3735610.750000 Penalty: 3438.944824
	Iteration 48F: 3 clusters Score -3735611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -93079.835938 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -93079.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -91583.203125 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -91583.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92044.359375 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -92044.36 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -92207.906250 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -92207.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92294.945312 Penalty: 2305.626465
	Iteration 3F: 3 clusters Score -92294.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92365.500000 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -92365.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -92444.476562 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -92444.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92494.484375 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -92494.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92537.718750 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -92537.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -92588.789062 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -92588.79 nChanged 40
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: -92628.953125 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -92628.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92655.656250 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -92655.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -92671.257812 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -92671.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -92679.460938 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -92679.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92682.070312 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -92682.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92705.000000 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -92705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92712.281250 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -92712.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92713.882812 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -92713.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92716.015625 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -92716.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92716.468750 Penalty: 2305.626465
	Iteration 18Q: 3 clusters Score -92716.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92716.960938 Penalty: 2305.626465
	Iteration 19Q: 3 clusters Score -92716.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92732.773438 Penalty: 2305.626465
	Iteration 20F: 3 clusters Score -92732.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92759.523438 Penalty: 2305.626465
	Iteration 21Q: 3 clusters Score -92759.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -92773.015625 Penalty: 2305.626465
	Iteration 22Q: 3 clusters Score -92773.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92780.960938 Penalty: 2305.626465
	Iteration 23Q: 3 clusters Score -92780.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92787.312500 Penalty: 2305.626465
	Iteration 24Q: 3 clusters Score -92787.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92792.820312 Penalty: 2305.626465
	Iteration 25Q: 3 clusters Score -92792.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92794.859375 Penalty: 2305.626465
	Iteration 26Q: 3 clusters Score -92794.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92806.406250 Penalty: 2305.626465
	Iteration 27Q: 3 clusters Score -92806.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92816.546875 Penalty: 2305.626465
	Iteration 28Q: 3 clusters Score -92816.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -92819.640625 Penalty: 2305.626465
	Iteration 29Q: 3 clusters Score -92819.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -92825.195312 Penalty: 2305.626465
	Iteration 30Q: 3 clusters Score -92825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92827.335938 Penalty: 2305.626465
	Iteration 31Q: 3 clusters Score -92827.34 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: -92837.523438 Penalty: 2305.626465
	Iteration 32Q: 3 clusters Score -92837.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92838.757812 Penalty: 2305.626465
	Iteration 33Q: 3 clusters Score -92838.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92838.757812 Penalty: 2305.626465
	Iteration 34F: 3 clusters Score -92838.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -289041.750000 Penalty: 1308.342896
	Iteration 0F: 2 clusters Score -289041.8 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 1583 members 
Entering Unmasked Estep 
Score: -286253.125000 Penalty: 2616.685791
	Iteration 0F: 3 clusters Score -286253.1 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -287146.875000 Penalty: 2616.685791
	Iteration 1F: 3 clusters Score -287146.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287375.031250 Penalty: 2616.685791
	Iteration 2F: 3 clusters Score -287375 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -287511.093750 Penalty: 2616.685791
	Iteration 3F: 3 clusters Score -287511.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -287606.062500 Penalty: 2616.685791
	Iteration 4Q: 3 clusters Score -287606.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -287681.031250 Penalty: 2616.685791
	Iteration 5Q: 3 clusters Score -287681 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -287742.812500 Penalty: 2616.685791
	Iteration 6Q: 3 clusters Score -287742.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -287781.343750 Penalty: 2616.685791
	Iteration 7Q: 3 clusters Score -287781.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -287826.312500 Penalty: 2616.685791
	Iteration 8Q: 3 clusters Score -287826.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -287867.968750 Penalty: 2616.685791
	Iteration 9Q: 3 clusters Score -287868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -287911.468750 Penalty: 2616.685791
	Iteration 10Q: 3 clusters Score -287911.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -287949.875000 Penalty: 2616.685791
	Iteration 11Q: 3 clusters Score -287949.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287973.812500 Penalty: 2616.685791
	Iteration 12Q: 3 clusters Score -287973.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -287998.593750 Penalty: 2616.685791
	Iteration 13Q: 3 clusters Score -287998.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -288023.687500 Penalty: 2616.685791
	Iteration 14Q: 3 clusters Score -288023.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -288044.187500 Penalty: 2616.685791
	Iteration 15Q: 3 clusters Score -288044.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -288059.781250 Penalty: 2616.685791
	Iteration 16Q: 3 clusters Score -288059.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -288082.468750 Penalty: 2616.685791
	Iteration 17Q: 3 clusters Score -288082.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -288102.875000 Penalty: 2616.685791
	Iteration 18Q: 3 clusters Score -288102.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -288113.937500 Penalty: 2616.685791
	Iteration 19Q: 3 clusters Score -288113.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -288126.031250 Penalty: 2616.685791
	Iteration 20F: 3 clusters Score -288126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -288139.750000 Penalty: 2616.685791
	Iteration 21Q: 3 clusters Score -288139.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -288153.531250 Penalty: 2616.685791
	Iteration 22Q: 3 clusters Score -288153.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -288171.156250 Penalty: 2616.685791
	Iteration 23Q: 3 clusters Score -288171.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -288183.468750 Penalty: 2616.685791
	Iteration 24Q: 3 clusters Score -288183.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -288190.531250 Penalty: 2616.685791
	Iteration 25Q: 3 clusters Score -288190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -288194.968750 Penalty: 2616.685791
	Iteration 26Q: 3 clusters Score -288195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -288200.843750 Penalty: 2616.685791
	Iteration 27Q: 3 clusters Score -288200.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -288209.468750 Penalty: 2616.685791
	Iteration 28Q: 3 clusters Score -288209.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -288218.375000 Penalty: 2616.685791
	Iteration 29Q: 3 clusters Score -288218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -288226.812500 Penalty: 2616.685791
	Iteration 30Q: 3 clusters Score -288226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -288235.750000 Penalty: 2616.685791
	Iteration 31Q: 3 clusters Score -288235.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -288246.093750 Penalty: 2616.685791
	Iteration 32Q: 3 clusters Score -288246.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -288257.937500 Penalty: 2616.685791
	Iteration 33Q: 3 clusters Score -288257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -288263.906250 Penalty: 2616.685791
	Iteration 34Q: 3 clusters Score -288263.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -288270.625000 Penalty: 2616.685791
	Iteration 35Q: 3 clusters Score -288270.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -288278.093750 Penalty: 2616.685791
	Iteration 36Q: 3 clusters Score -288278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -288284.031250 Penalty: 2616.685791
	Iteration 37Q: 3 clusters Score -288284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -288286.937500 Penalty: 2616.685791
	Iteration 38Q: 3 clusters Score -288286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -288289.937500 Penalty: 2616.685791
	Iteration 39Q: 3 clusters Score -288289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -288297.000000 Penalty: 2616.685791
	Iteration 40F: 3 clusters Score -288297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -288298.500000 Penalty: 2616.685791
	Iteration 41Q: 3 clusters Score -288298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -288299.437500 Penalty: 2616.685791
	Iteration 42Q: 3 clusters Score -288299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -288301.031250 Penalty: 2616.685791
	Iteration 43Q: 3 clusters Score -288301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -288305.187500 Penalty: 2616.685791
	Iteration 44Q: 3 clusters Score -288305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -288310.187500 Penalty: 2616.685791
	Iteration 45Q: 3 clusters Score -288310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -288316.062500 Penalty: 2616.685791
	Iteration 46Q: 3 clusters Score -288316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -288319.718750 Penalty: 2616.685791
	Iteration 47Q: 3 clusters Score -288319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -288321.625000 Penalty: 2616.685791
	Iteration 48Q: 3 clusters Score -288321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -288322.312500 Penalty: 2616.685791
	Iteration 49Q: 3 clusters Score -288322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -288322.312500 Penalty: 2616.685791
	Iteration 50F: 3 clusters Score -288322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Entering Unmasked Estep 
Score: -2649993.000000 Penalty: 1657.051270
	Iteration 0F: 2 clusters Score -2649993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2633285.500000 Penalty: 3314.102539
	Iteration 0F: 3 clusters Score -2633286 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2640018.250000 Penalty: 3314.102539
	Iteration 1F: 3 clusters Score -2640018 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2640351.500000 Penalty: 3314.102539
	Iteration 2Q: 3 clusters Score -2640352 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2640620.000000 Penalty: 3314.102539
	Iteration 3Q: 3 clusters Score -2640620 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2640984.250000 Penalty: 3314.102539
	Iteration 4Q: 3 clusters Score -2640984 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2641591.750000 Penalty: 3314.102539
	Iteration 5Q: 3 clusters Score -2641592 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2642647.500000 Penalty: 3314.102539
	Iteration 6F: 3 clusters Score -2642648 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2644015.250000 Penalty: 3314.102539
	Iteration 7F: 3 clusters Score -2644015 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2645566.000000 Penalty: 3314.102539
	Iteration 8F: 3 clusters Score -2645566 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2646917.750000 Penalty: 3314.102539
	Iteration 9F: 3 clusters Score -2646918 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2647836.750000 Penalty: 3314.102539
	Iteration 10F: 3 clusters Score -2647837 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2648238.500000 Penalty: 3314.102539
	Iteration 11Q: 3 clusters Score -2648238 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2648364.250000 Penalty: 3314.102539
	Iteration 12Q: 3 clusters Score -2648364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2648443.500000 Penalty: 3314.102539
	Iteration 13Q: 3 clusters Score -2648444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2648501.000000 Penalty: 3314.102539
	Iteration 14Q: 3 clusters Score -2648501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2648531.750000 Penalty: 3314.102539
	Iteration 15Q: 3 clusters Score -2648532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2648561.500000 Penalty: 3314.102539
	Iteration 16Q: 3 clusters Score -2648562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2648578.750000 Penalty: 3314.102539
	Iteration 17Q: 3 clusters Score -2648579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2648600.250000 Penalty: 3314.102539
	Iteration 18Q: 3 clusters Score -2648600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2648614.750000 Penalty: 3314.102539
	Iteration 19Q: 3 clusters Score -2648615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2648617.000000 Penalty: 3314.102539
	Iteration 20F: 3 clusters Score -2648617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2648621.500000 Penalty: 3314.102539
	Iteration 21Q: 3 clusters Score -2648622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2648617.750000 Penalty: 3314.102539
	Iteration 22Q: 3 clusters Score -2648618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2648617.750000 Penalty: 3314.102539
	Iteration 23F: 3 clusters Score -2648618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Entering Unmasked Estep 
Score: -990909.812500 Penalty: 1496.273560
	Iteration 0F: 2 clusters Score -990909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -983728.250000 Penalty: 2992.547119
	Iteration 0F: 3 clusters Score -983728.2 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -986000.750000 Penalty: 2992.547119
	Iteration 1F: 3 clusters Score -986000.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -986205.187500 Penalty: 2992.547119
	Iteration 2F: 3 clusters Score -986205.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -986360.500000 Penalty: 2992.547119
	Iteration 3Q: 3 clusters Score -986360.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -986478.750000 Penalty: 2992.547119
	Iteration 4Q: 3 clusters Score -986478.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -986584.312500 Penalty: 2992.547119
	Iteration 5Q: 3 clusters Score -986584.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -986685.187500 Penalty: 2992.547119
	Iteration 6Q: 3 clusters Score -986685.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -986803.250000 Penalty: 2992.547119
	Iteration 7Q: 3 clusters Score -986803.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -986943.687500 Penalty: 2992.547119
	Iteration 8Q: 3 clusters Score -986943.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -987084.687500 Penalty: 2992.547119
	Iteration 9Q: 3 clusters Score -987084.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -987242.312500 Penalty: 2992.547119
	Iteration 10Q: 3 clusters Score -987242.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -987405.625000 Penalty: 2992.547119
	Iteration 11Q: 3 clusters Score -987405.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -987582.250000 Penalty: 2992.547119
	Iteration 12Q: 3 clusters Score -987582.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -987781.000000 Penalty: 2992.547119
	Iteration 13Q: 3 clusters Score -987781 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -987975.812500 Penalty: 2992.547119
	Iteration 14Q: 3 clusters Score -987975.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -988186.250000 Penalty: 2992.547119
	Iteration 15Q: 3 clusters Score -988186.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -988421.687500 Penalty: 2992.547119
	Iteration 16Q: 3 clusters Score -988421.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -988666.312500 Penalty: 2992.547119
	Iteration 17Q: 3 clusters Score -988666.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -988905.000000 Penalty: 2992.547119
	Iteration 18Q: 3 clusters Score -988905 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -989056.812500 Penalty: 2992.547119
	Iteration 19Q: 3 clusters Score -989056.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -989177.000000 Penalty: 2992.547119
	Iteration 20F: 3 clusters Score -989177 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -989247.187500 Penalty: 2992.547119
	Iteration 21Q: 3 clusters Score -989247.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -989292.187500 Penalty: 2992.547119
	Iteration 22Q: 3 clusters Score -989292.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -989317.500000 Penalty: 2992.547119
	Iteration 23Q: 3 clusters Score -989317.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -989334.250000 Penalty: 2992.547119
	Iteration 24Q: 3 clusters Score -989334.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -989349.187500 Penalty: 2992.547119
	Iteration 25Q: 3 clusters Score -989349.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -989353.812500 Penalty: 2992.547119
	Iteration 26Q: 3 clusters Score -989353.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -989359.500000 Penalty: 2992.547119
	Iteration 27Q: 3 clusters Score -989359.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -989368.750000 Penalty: 2992.547119
	Iteration 28Q: 3 clusters Score -989368.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -989379.875000 Penalty: 2992.547119
	Iteration 29Q: 3 clusters Score -989379.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -989389.875000 Penalty: 2992.547119
	Iteration 30Q: 3 clusters Score -989389.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -989402.437500 Penalty: 2992.547119
	Iteration 31Q: 3 clusters Score -989402.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -989417.250000 Penalty: 2992.547119
	Iteration 32Q: 3 clusters Score -989417.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -989431.187500 Penalty: 2992.547119
	Iteration 33Q: 3 clusters Score -989431.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -989439.375000 Penalty: 2992.547119
	Iteration 34Q: 3 clusters Score -989439.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -989446.312500 Penalty: 2992.547119
	Iteration 35Q: 3 clusters Score -989446.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -989449.312500 Penalty: 2992.547119
	Iteration 36Q: 3 clusters Score -989449.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -989453.875000 Penalty: 2992.547119
	Iteration 37Q: 3 clusters Score -989453.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -989460.062500 Penalty: 2992.547119
	Iteration 38Q: 3 clusters Score -989460.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -989463.750000 Penalty: 2992.547119
	Iteration 39Q: 3 clusters Score -989463.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -989468.750000 Penalty: 2992.547119
	Iteration 40F: 3 clusters Score -989468.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -989473.812500 Penalty: 2992.547119
	Iteration 41Q: 3 clusters Score -989473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -989474.437500 Penalty: 2992.547119
	Iteration 42Q: 3 clusters Score -989474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -989476.750000 Penalty: 2992.547119
	Iteration 43Q: 3 clusters Score -989476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -989478.187500 Penalty: 2992.547119
	Iteration 44Q: 3 clusters Score -989478.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -989485.062500 Penalty: 2992.547119
	Iteration 45Q: 3 clusters Score -989485.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -989486.812500 Penalty: 2992.547119
	Iteration 46Q: 3 clusters Score -989486.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -989490.125000 Penalty: 2992.547119
	Iteration 47Q: 3 clusters Score -989490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -989493.500000 Penalty: 2992.547119
	Iteration 48Q: 3 clusters Score -989493.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -989495.937500 Penalty: 2992.547119
	Iteration 49Q: 3 clusters Score -989495.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -989497.000000 Penalty: 2992.547119
	Iteration 50Q: 3 clusters Score -989497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -989502.187500 Penalty: 2992.547119
	Iteration 51Q: 3 clusters Score -989502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -989501.187500 Penalty: 2992.547119
	Iteration 52Q: 3 clusters Score -989501.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -989505.875000 Penalty: 2992.547119
	Iteration 53Q: 3 clusters Score -989505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -989507.562500 Penalty: 2992.547119
	Iteration 54Q: 3 clusters Score -989507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -989509.812500 Penalty: 2992.547119
	Iteration 55Q: 3 clusters Score -989509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -989510.750000 Penalty: 2992.547119
	Iteration 56Q: 3 clusters Score -989510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -989512.000000 Penalty: 2992.547119
	Iteration 57Q: 3 clusters Score -989512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -989515.062500 Penalty: 2992.547119
	Iteration 58Q: 3 clusters Score -989515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -989519.187500 Penalty: 2992.547119
	Iteration 59Q: 3 clusters Score -989519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -989520.062500 Penalty: 2992.547119
	Iteration 60F: 3 clusters Score -989520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -989522.000000 Penalty: 2992.547119
	Iteration 61Q: 3 clusters Score -989522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -989525.812500 Penalty: 2992.547119
	Iteration 62Q: 3 clusters Score -989525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -989528.000000 Penalty: 2992.547119
	Iteration 63Q: 3 clusters Score -989528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -989528.187500 Penalty: 2992.547119
	Iteration 64Q: 3 clusters Score -989528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -989530.375000 Penalty: 2992.547119
	Iteration 65Q: 3 clusters Score -989530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -989530.687500 Penalty: 2992.547119
	Iteration 66Q: 3 clusters Score -989530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -989531.375000 Penalty: 2992.547119
	Iteration 67Q: 3 clusters Score -989531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -989531.687500 Penalty: 2992.547119
	Iteration 68Q: 3 clusters Score -989531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -989531.437500 Penalty: 2992.547119
	Iteration 69Q: 3 clusters Score -989531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -989531.250000 Penalty: 2992.547119
	Iteration 70Q: 3 clusters Score -989531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -989532.062500 Penalty: 2992.547119
	Iteration 71Q: 3 clusters Score -989532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -989532.062500 Penalty: 2992.547119
	Iteration 72F: 3 clusters Score -989532.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -243940.781250 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -243940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -241331.015625 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -241331 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -241940.359375 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -241940.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -242074.156250 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -242074.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -242178.312500 Penalty: 2582.995605
	Iteration 3F: 3 clusters Score -242178.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -242277.859375 Penalty: 2582.995605
	Iteration 4Q: 3 clusters Score -242277.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -242367.734375 Penalty: 2582.995605
	Iteration 5Q: 3 clusters Score -242367.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -242466.453125 Penalty: 2582.995605
	Iteration 6Q: 3 clusters Score -242466.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -242670.921875 Penalty: 2582.995605
	Iteration 7Q: 3 clusters Score -242670.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242913.156250 Penalty: 2582.995605
	Iteration 8F: 3 clusters Score -242913.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243225.718750 Penalty: 2582.995605
	Iteration 9F: 3 clusters Score -243225.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -243497.093750 Penalty: 2582.995605
	Iteration 10F: 3 clusters Score -243497.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -243692.140625 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -243692.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -243816.062500 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -243816.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -243933.812500 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -243933.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -243984.859375 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -243984.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -244000.421875 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -244000.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -244005.500000 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -244005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -244007.953125 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -244008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -244008.093750 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -244008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -244008.093750 Penalty: 2582.995605
	Iteration 19F: 3 clusters Score -244008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 23549 members 
Mstep: Class 3 contains 39968 members 
Mstep: Class 4 contains 30410 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 15741 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 38738 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 39248 members 
Mstep: Class 15 contains 23197 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 39394 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 20 contains 26829 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 6727 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 22447 members 
Mstep: Class 29 contains 7667 members 
Mstep: Class 30 contains 5702 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 21564 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 5332 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2570 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 27684 members 
Mstep: Class 42 contains 4891 members 
Mstep: Class 43 contains 1502 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 4362 members 
Mstep: Class 47 contains 3917 members 
Mstep: Class 48 contains 761 members 
Entering Unmasked Estep 
Score: -49774712.000000 Penalty: 103005.007812
Splitting cluster 22 changes total score from -49778188.000000 to -49774712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6602 points) 
Entering CEM 
Assigned 2 i